tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=4 objective=binary sigmoid:1 feature_names=price_cents delta_cents iy cri cvr feature_infos=[0:100] [-98:98] [8.0077848434448242:100000] [1:99] none tree_sizes=3464 3533 3523 3533 3528 3534 3541 3540 3535 3537 3549 3541 3549 3547 3537 3541 3540 3545 3548 3554 3559 3561 3553 3569 3564 3549 3553 3558 3564 3567 3541 3568 3552 3550 3567 3557 3561 3565 3551 3571 3563 3557 3565 3556 3572 3558 3571 3552 3563 3560 3565 3558 3555 3560 3560 3564 3549 3559 3558 3574 3558 3565 3558 3558 3577 3553 3554 3566 3558 3563 3570 3573 3569 3576 3572 3556 3542 3568 3560 3562 3539 3540 3541 3555 3547 3575 3572 3561 3555 3568 3553 3503 3556 3569 3522 3556 3542 3509 3566 3528 3563 3552 3549 3557 3549 3547 3562 3542 3542 3550 3523 3563 3547 3581 3564 3546 3555 3566 3548 3552 3524 3544 3555 3541 3527 3559 3559 3526 3565 3543 3498 3549 3555 3498 3508 3523 3541 3520 3572 3497 3509 3498 3572 3570 3587 3561 3570 3576 3531 3582 3504 3504 3485 3484 3539 3553 3564 3561 3561 3509 3511 3552 3520 3506 3552 3516 3518 3504 3510 3522 3528 3550 3531 3528 3526 3561 3552 3519 3527 3562 3488 3479 3521 3538 3482 3528 3521 3477 3524 3502 3511 3526 3543 3474 3516 3541 3537 3545 3528 3522 3578 3582 3581 3517 3534 3497 3491 3492 3511 3518 3478 3480 3506 3490 3482 3526 3529 3560 3561 3538 3459 3460 3512 3454 3458 3507 3517 3508 3516 3503 3467 3471 3465 3468 3455 3516 3518 3501 3489 3478 3512 3510 3510 3507 3488 3529 3518 3521 3536 3548 3445 3467 3460 3468 3483 3488 3489 3560 3494 3550 3507 3499 3503 3449 3552 3499 3474 3461 3526 3540 3544 3535 3537 3532 3510 3460 3470 3497 3454 3503 3494 3552 3541 3553 3517 3535 3507 3482 3532 3506 3489 3470 3485 3476 3463 3557 3460 3476 3463 3475 3535 3543 3552 3534 3544 3542 3551 3543 3531 3563 3448 3434 3440 3466 3445 3507 3517 3513 3491 3524 3528 3530 3468 3561 3554 3502 3496 3457 3495 3444 3507 3534 3443 3461 3528 3569 3569 3552 3555 3563 3500 3427 3503 3448 3431 3475 3481 3482 3473 3475 3515 3494 3512 3516 3523 3446 3492 3440 3462 3391 3491 3489 3481 3491 3506 3499 3498 3503 3507 3518 3518 3502 3477 3486 3481 3522 3519 3526 3515 3495 3586 3565 3533 3576 3558 3548 3543 3477 3544 3443 3430 3443 3449 3444 3447 3505 3498 3475 3489 3499 3501 3516 3523 3500 3511 3509 3528 3511 3503 3507 3552 3533 3497 3536 3518 3497 3481 3504 3485 3473 3439 3435 3448 3437 3516 3517 3527 3541 3550 3538 3480 3485 3478 3484 3527 3469 3466 3489 3466 3472 3485 3494 3502 3512 3416 3467 3473 3523 3474 3515 3478 3500 3487 3506 3505 3473 3464 3478 3443 3480 3458 3486 3454 3450 3478 3476 3478 3470 3459 3477 3488 3496 3488 3502 3524 3493 3480 3482 3478 3467 3516 3503 3452 3508 3452 3516 3500 3513 3496 3525 3493 3492 3495 3489 3535 3502 3407 3511 3385 3498 3544 3534 3527 3516 3506 3528 3509 3485 3496 3500 3502 3495 3509 3526 3434 3539 3539 3517 3531 3486 3494 3507 3470 3470 3471 3506 3499 3500 3502 3506 3489 3485 3488 3494 3458 3537 3543 3529 3500 3532 3496 3513 3440 3479 3504 3510 3522 3510 3515 3531 3528 3452 3484 3448 3483 3488 3490 3480 3487 3505 3451 3439 3456 3516 3452 3511 3495 3507 3514 3493 3494 3467 3492 3503 3467 3516 3512 3550 3514 3535 3498 3493 3482 3508 3495 3515 3515 3469 3518 3487 3436 3439 3520 3442 3441 3495 3502 3498 3473 3506 3537 3541 3536 3539 3542 3537 3525 3536 3540 3527 3490 3486 3483 3494 3484 3470 3463 3471 3463 3467 3491 3494 3477 3483 3482 3525 3516 3517 3513 3531 3500 3501 3485 3485 3490 3516 3509 3500 3519 3504 3559 3539 3555 3558 3483 3519 3507 3527 3525 3519 3449 3526 3479 3457 3519 3455 3449 3445 3451 3486 3520 3470 3536 3451 3539 3506 3504 3528 3523 3528 3509 3540 3513 3509 3491 3459 3485 3475 3465 3491 3470 3478 3511 3522 3484 3430 3474 3437 3476 3431 3449 3449 3419 3473 3449 3463 3476 3472 3492 3492 3484 3476 3484 3477 3460 3458 3457 3444 3465 3493 3478 3401 3473 3410 3530 3513 3503 3518 3504 3513 3499 3524 3549 3499 3503 3496 3500 3499 3504 3494 3490 3481 3502 3493 3480 3527 3529 3562 3510 3506 3506 3492 3489 3492 3505 3511 3514 3496 3554 3495 3487 3472 3483 3415 3478 3495 3475 3499 3494 3496 3483 3502 3511 3504 3513 3494 3487 3477 3471 3499 3495 3482 3514 3473 3519 3538 3535 3516 3526 3538 3497 3470 3501 3474 3515 3497 3524 3494 3489 3529 3502 3512 3497 3498 3495 3522 3542 3526 3537 3445 3479 3464 3500 3507 3474 3445 3454 3459 3454 3488 3473 3491 3471 3494 3465 3492 3480 3469 3417 3462 3468 3466 3474 3491 3514 3529 3508 3535 3544 3508 3504 3490 3498 3487 3489 3489 3495 3494 3467 3491 3516 3520 3509 3516 3511 3481 3475 3489 3492 3496 3425 3421 3422 3426 3476 3538 3491 3497 3490 3498 3440 3429 3450 3438 3432 3472 3467 3449 3454 3463 3519 3512 3510 3471 3490 3499 3500 3446 3490 3452 3470 3445 3494 3483 3450 3492 3477 3493 3497 3477 3444 3449 3446 3532 3531 3491 3501 3524 3503 3519 3433 3439 3430 3438 3505 3481 3489 3491 3482 3487 3546 3515 3519 3538 3515 3465 3455 3478 3466 3430 3460 3466 3467 3466 3499 3506 3504 3509 3530 3488 3490 3501 3529 3508 3518 3511 3511 3501 3507 3501 3471 3491 3505 3490 3493 3492 3490 3488 3495 3483 3469 3481 3474 3471 3452 3474 3466 3453 3455 3499 3517 3518 3485 3488 3465 3500 3489 3493 3487 3503 3529 3521 3518 3560 3524 3512 3502 3499 3505 3482 3433 3432 3426 3433 3433 3466 3473 3485 3512 3487 3432 3439 3468 3424 3462 3541 3483 3521 3525 3513 3469 3480 3486 3496 3466 3489 3486 3495 3494 3513 3485 3481 3475 3478 3483 3480 3499 3498 3466 3480 3507 3504 3497 3511 3491 3474 3473 3475 3483 3467 3449 3431 3451 3439 3441 3522 3528 3514 3525 3507 3521 3531 3532 3528 3510 3492 3506 3499 3466 3511 3495 3498 3503 3495 3504 3469 3465 3450 3451 3484 3466 3475 3469 3486 3475 3494 3495 3521 3497 3517 3479 3464 3452 3435 3460 3464 3469 3458 3466 3481 3437 3462 3482 3462 3465 Tree=0 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 3 2 2 1 3 3 2 0 2 2 1 2 3 0 0 0 1 2 2 2 0 3 2 split_gain=45436.3 14395.8 7420.12 3261.18 2674.69 2019.3 1729.48 1182.08 1169.49 2507.55 1540.66 984.635 939.256 851.284 847.297 793.032 633.757 595.567 581.13 901.944 724.061 584.687 445.528 421.697 446.635 417.605 341.179 339.012 321.649 320.606 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -3.4999999999999996 5.4584999084472665 74.000000000000014 1.5000000000000002 1.2994999885559084 3673.091186523438 1707.8798828125002 2.5000000000000004 2.0774999856948857 1.0205000042915346 7700.5261230468759 51.500000000000007 61082.773437500007 3673.091186523438 -1.4999999999999998 36363.248046875007 17.333499908447269 6.5000000000000009 57.500000000000007 85.500000000000014 -18.499999999999996 16543.466796875004 3673.103149414063 2680.677124023438 50.500000000000007 7.7119998931884775 14763.748535156252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 8 23 12 7 -1 13 9 10 -2 -11 16 -4 -10 26 -5 -14 19 -9 -20 -22 -17 -3 -25 -18 -6 -15 -26 -19 right_child=2 3 5 4 15 -7 -8 18 14 11 -12 -13 17 27 -16 22 25 29 20 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=0.12553062886443001 0.05366586823355253 0.10053782489180693 0.042827433714140259 0.074117929279730252 0.091585547447484469 0.020233448175107693 0.10269376745924441 0.066117575616419025 0.051417565303523344 0.066134333467681994 0.041922934870212016 0.052309894481751398 0.077275732089788815 0.055613773377610101 0.035198007716989221 0.069393708461399001 0.11054094470142499 0.072984931561334787 0.077214374846344067 0.047520693314989301 0.062667416993657965 0.075818517163763879 0.094049131487435683 0.088814798739395989 0.07284597108652914 0.075300407258223345 0.084021649262126186 0.071272477873442847 0.091777319370345403 0.067261346389048904 leaf_weight=4695.3214377164841 45478.747610002756 2215.5704699456692 3160.9271474182606 1199.2995567619801 8601.3474561274052 882.18308016657829 8191.5930166840553 49487.89890781045 6633.7271131575108 17924.32217001915 12909.636973589659 6254.9352273344994 28938.251828402281 2749.6745198965073 5148.2736334204674 4008.4022037684917 1330.1413156092167 65604.407463222742 9688.7823030352592 2464.0199929475784 10127.252013981342 4349.2399916052818 789.54511731863022 18497.878506034613 3025.3411263227463 391.77618250250816 14272.988124936819 2273.0010129511356 1101.9173316657543 10173.945542424917 leaf_count=18804 182135 8873 12659 4803 34447 3533 32806 198191 26567 71784 51701 25050 115893 11012 20618 16053 5327 262735 38802 9868 40558 17418 3162 74081 12116 1569 57161 9103 4413 40745 internal_value=0.0695403 0.0805101 0.0589673 0.0780555 0.0762213 0.065386 0.111014 0.0658585 0.0531722 0.0544338 0.0510695 0.0625581 0.0740827 0.0550242 0.0443303 0.0845399 0.0908613 0.0736146 0.0670233 0.0652355 0.0708668 0.0666185 0.073451 0.088047 0.0868238 0.102523 0.0868659 0.0627001 0.0779004 0.0722165 internal_weight=352570 173038 179533 160151 135310 85183 12886.9 84300.8 94349.6 82567.6 58388.4 24179.3 107638 8183.6 11782 27672.3 2921.22 104717 76117.2 51951.9 24165.3 14476.5 4797.95 24840.7 22625.1 1721.92 22874.3 5022.68 4127.26 75778.4 internal_count=1411987 692988 718999 641378 541895 341144 51610 337611 377855 330670 233836 96834 431072 32774 47185 110823 11699 419373 304837 208059 96778 57976 19215 99483 90610 6896 91608 20115 16529 303480 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 3 2 2 1 3 3 2 0 2 2 1 2 3 0 0 0 1 2 2 2 0 3 0 split_gain=42754.5 13584.3 6975.01 3072.72 2519.31 1897.46 1638.86 1111.53 1098.72 2356.51 1465.36 925.654 884.97 799.886 795.722 747.234 597.927 560.675 551.449 946.329 653.011 527.957 419.694 397.979 421.002 394.382 321.763 318.782 303.066 303.532 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -3.4999999999999996 5.4584999084472665 74.000000000000014 1.5000000000000002 1.2994999885559084 3673.091186523438 1707.8798828125002 3.5000000000000004 2.0774999856948857 1.0205000042915346 7700.5261230468759 51.500000000000007 61082.773437500007 3673.091186523438 -1.4999999999999998 30553.010742187504 14.476500034332277 7.5000000000000009 57.500000000000007 85.500000000000014 -18.499999999999996 16543.466796875004 3673.103149414063 2680.677124023438 50.500000000000007 7.7119998931884775 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 8 23 12 7 -1 13 9 10 -2 -11 16 -4 -10 26 -5 -14 19 -9 -20 -22 -17 -3 -25 -18 -6 -15 29 -26 right_child=2 3 5 4 15 -7 -8 18 14 11 -12 -13 17 27 -16 22 25 -19 20 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=0.054461940065058688 -0.015893996897249144 0.030108678748193635 -0.025890856527404665 0.0044419119759663457 0.021404029872494259 -0.047772922772997162 0.03220631510567263 -0.0033269980013067059 -0.017568396948306898 -0.0033025276636725986 -0.029127140226882169 -0.016703715767673707 0.0075064031949643052 -0.013501883554823197 -0.033280706944660142 -0.00014132316437461185 0.039845974097718666 0.0025970286145111624 0.0064121537386496261 -0.021489335294966092 -0.0068028015965712592 0.0050006879094745419 0.02379861846659136 0.018711612243217299 -0.0026814554074926808 0.0055893579295812996 0.014055706377936865 0.0016811875127119027 0.021590408603199322 0.018542128007638443 leaf_weight=4682.5291213989258 49539.20641079545 2212.6540052294731 3163.2992174476385 1199.1024522185326 8593.7167338728905 883.15960715711117 8179.9144500494003 46250.935229122639 6637.3620755076408 17926.391971707344 8881.3473616093397 6258.2177996635437 28930.038500458002 2750.8723884820938 5152.9039290249348 4008.4225364774466 1327.6900285929441 75771.095977202058 11511.376666858792 2734.564241617918 10597.21401129663 5029.0128510296345 788.75453326106071 18483.775170058012 2185.5991693139076 391.69449305534363 14265.05904199183 2272.8623834848404 1100.930094435811 839.38592725992203 leaf_count=18804 198295 8873 12659 4803 34447 3533 32806 185206 26567 71784 35541 25050 115893 11012 20618 16053 5327 303480 46110 10946 42431 20144 3162 74081 8754 1569 57161 9103 4413 3362 internal_value=9.73552e-07 0.0106465 -0.0102517 0.00826347 0.00648313 -0.00402828 0.0403084 -0.00357005 -0.0158684 -0.0146456 -0.0179058 -0.00677033 0.00440774 -0.0140736 -0.0244354 0.0145593 0.0207021 0.00395354 -0.00244039 -0.00434089 0.000990157 -0.00300407 0.0037949 0.0179658 0.0167775 0.0320419 0.0168183 -0.00663269 0.00811285 0.00320776 internal_weight=352549 172960 179589 160098 135276 85193.3 12862.4 84310.1 94395.4 82605.2 58420.6 24184.6 107620 8187.03 11790.3 27656 2918.49 104701 76123.1 48985.5 27137.6 15626.2 4797.18 24822.3 22609.7 1719.38 22858.8 5023.73 4125.92 3024.99 internal_count=1411987 692988 718999 641378 541895 341144 51610 337611 377855 330670 233836 96834 431072 32774 47185 110823 11699 419373 304837 196152 108685 62575 19215 99483 90610 6896 91608 20115 16529 12116 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 3 2 2 1 3 3 2 2 0 2 2 3 0 1 0 0 1 2 2 0 2 0 2 split_gain=40235.8 12835.4 6558.79 2896.13 2382.7 1785.52 1560.07 1045.47 1033.29 2215.6 1379.03 871.226 849.299 752.122 751.12 748.586 564.761 518.768 889.857 614.529 515.507 496.687 451.723 376.035 396.976 373.044 360.672 400.998 309 623.463 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -3.4999999999999996 5.0659999847412118 74.000000000000014 1.5000000000000002 1.2994999885559084 3673.091186523438 1707.8798828125002 4.5000000000000009 2.1755000352859502 1.0205000042915346 7700.5261230468759 47554.107421875007 51.500000000000007 3673.091186523438 30553.010742187504 14.476500034332277 7.5000000000000009 -1.4999999999999998 57.500000000000007 83.500000000000014 -18.499999999999996 16543.466796875004 3673.103149414063 7.5000000000000009 1637.6347656250002 48.500000000000007 15423.644531250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 8 23 12 7 -1 13 9 10 -2 -11 16 -4 26 -10 -5 18 -9 -19 -14 -21 -16 -3 -25 -18 -6 -28 29 -22 right_child=2 3 5 4 14 -7 -8 17 15 11 -12 -13 20 -15 22 -17 25 19 -20 21 28 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.05305105702441934 -0.015718669428489079 0.029256979323616678 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10599.363322451711 44527.176916837692 5028.0461066812277 1015.5976559817791 18466.820478662848 4124.2689629048109 391.60906282067299 7393.349739164114 11959.661005198956 22263.984311968088 6866.8688351511955 leaf_count=18804 207457 8873 12659 4803 21855 3533 32806 185206 26567 72835 26379 23999 112756 20115 18853 20618 5327 46110 10946 42431 178363 20144 4075 74081 16529 1569 29660 47952 89181 27501 internal_value=1.08033e-06 0.0103331 -0.00994208 0.00801875 0.00629052 -0.00390712 0.0392076 -0.00346266 -0.0153874 -0.0142018 -0.0173622 -0.00656605 0.00414051 -0.013648 0.0136658 -0.023694 0.0201074 -0.00236703 -0.00421012 0.000960533 0.00368333 -0.00291371 0.0038687 0.0174429 0.0162878 0.0311457 0.0159262 0.0140065 0.00236382 0.00108492 internal_weight=352488 172864 179625 160036 135236 85199.7 12827.4 84316.6 94424.9 82630.5 58441.7 24188.8 104711 8189.03 30525.1 11794.3 2914.76 76127.6 48991.7 27135.9 101796 15627.4 5722.64 24799.9 22591.1 1715.86 24802.5 19353 73658 51394 internal_count=1411987 692988 718999 641378 541895 341144 51610 337611 377855 330670 233836 96834 419500 32774 122395 47185 11699 304837 196152 108685 407801 62575 22928 99483 90610 6896 99467 77612 295045 205864 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 3 2 2 1 3 3 2 0 2 2 0 0 2 2 3 0 0 1 0 1 2 2 0 split_gain=37869.7 12142.3 6169.3 2730.4 2255 1682.38 1491.23 983.517 972.67 2084.01 1324.09 820.155 775.686 707.718 705.357 622.755 556.299 1149.89 587.206 534.026 488.644 778.245 612.678 495.812 442.321 383.536 355.699 374.547 352.763 299.774 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -3.4999999999999996 5.9049999713897714 74.000000000000014 1.5000000000000002 1.2994999885559084 3673.091186523438 1707.8798828125002 2.5000000000000004 2.0774999856948857 1.0205000042915346 7700.5261230468759 51.500000000000007 72035.476562500015 14763.748535156252 48.500000000000007 21.500000000000004 3600.6882324218755 36363.248046875007 17.333499908447269 6.5000000000000009 57.500000000000007 -1.4999999999999998 85.500000000000014 -18.499999999999996 16543.466796875004 3673.103149414063 50.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 8 26 12 7 -1 13 9 10 -2 -11 19 -4 -10 -6 18 -18 -14 -5 21 -9 -22 -24 -20 -17 -3 -28 -21 -15 right_child=2 3 5 4 15 -7 -8 20 14 11 -12 -13 16 29 -16 25 17 -19 24 28 22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.051745349305845553 -0.014432341007191832 0.028440438095179911 -0.024349738445121671 0.0041557628906898339 0.016318346625019874 -0.04500693076299115 0.030434285274744444 -0.0031151932657698133 -0.016520190907998805 -0.003103883832013044 -0.025312435125142068 -0.015715221168649467 0.010513521572111282 -0.012897833343151997 -0.03131120612492784 -0.00060838921439139654 -0.0067524160810181868 0.012294226192102579 0.0073232283199498099 0.037681065748031192 0.0070716720172851865 -0.020381206527845024 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0.01003 -0.00964285 0.00778167 0.00610386 -0.00378976 0.0381661 -0.00335861 -0.0149235 -0.0137733 -0.0168381 -0.00636822 0.00425369 -0.0132369 -0.0229827 0.0142177 0.00383874 -0.00162525 0.00469367 0.0195361 -0.00229591 -0.00393465 0.00122913 -0.00267722 0.00371385 0.00358934 0.0169375 0.0158141 0.0302742 -0.00623862 internal_weight=352392 172750 179642 159967 135193 85202.7 12782.9 84320.7 94439.4 82644.8 58452.8 24192 110089 8190.06 11794.6 25103.4 107179 14501 92678 2910.12 76130.6 51970.3 24160.3 14479.3 79323.3 4142.86 24774.2 22570.1 1713.68 5025.36 internal_count=1411987 692988 718999 641378 541895 341144 51610 337611 377855 330670 233836 96834 441151 32774 47185 100744 429452 58086 371366 11699 304837 208059 96778 57976 317840 16602 99483 90610 6905 20115 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 3 2 2 1 3 3 2 2 0 2 1 2 2 3 0 0 0 1 2 3 0 0 0 split_gain=35646.4 11499.2 5804.55 2574.82 2125.26 1587.09 1430.8 925.476 916.384 1961.01 1249.85 772.298 734.508 858.129 666.82 665.582 587.18 541.212 488.606 463.362 800.492 550.689 441.118 361.608 336.795 353.52 285.966 286.042 285.719 280.677 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -3.4999999999999996 5.9049999713897714 74.000000000000014 1.5000000000000002 1.2994999885559084 3673.091186523438 1707.8798828125002 3.5000000000000004 2.1755000352859502 1.0619999766349795 3673.091186523438 7510.0949707031259 51.500000000000007 72035.476562500015 -1.4999999999999998 3673.103149414063 30553.010742187504 14.476500034332277 7.5000000000000009 57.500000000000007 85.500000000000014 -18.499999999999996 16543.466796875004 7.7119998931884775 44.500000000000007 50.500000000000007 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 8 24 12 7 -1 14 9 10 -2 -11 13 -5 -4 -10 -6 -14 -15 20 -9 -21 -23 -18 -3 -26 27 -27 -16 -17 right_child=2 3 5 4 16 -7 -8 19 15 11 -12 -13 17 18 28 29 23 -19 -20 21 -22 22 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3096.0100752711296 2829.3724885880947 2658.7215515971184 3419.7255078703165 73695.122144237161 1220.3333966881037 11502.780207455158 2736.3057555556297 10602.681126326323 5026.0178318470716 721.92640355229378 18425.450987502933 2184.4886930286884 1098.6814056783915 838.10332584381104 2313.8338384926319 2490.8811680674553 leaf_count=18804 198295 8873 12189 14540 84142 3533 32806 185206 26567 72835 35541 23999 113980 12465 11319 10645 13695 295275 4891 46110 10946 42431 20144 2907 74081 8754 4413 3362 9266 9973 internal_value=1.29889e-06 0.00973672 -0.00935356 0.00755195 0.00592291 -0.0036761 0.0371784 -0.00325779 -0.0144757 -0.0133595 -0.0163324 -0.0061766 0.00412705 0.0129137 -0.0128404 -0.0222995 0.0138039 0.0034435 0.0219532 -0.00222697 -0.0039685 0.000918329 -0.00274839 0.00348278 0.0164488 0.0153558 0.00741293 0.00264853 -0.00625214 -0.0303941 internal_weight=352262 172620 179642 159890 135145 85202.2 12729.7 84322.1 94440.2 82648.8 58454.6 24194.2 110064 7944.36 8189.65 11791.4 25080.5 102120 4316.34 76132.4 49000.9 27131.5 15628.7 4141.65 24745.4 22546.7 4121.27 3022.59 5143.21 5149.6 internal_count=1411987 692988 718999 641378 541895 341144 51610 337611 377855 330670 233836 96834 441151 31896 32774 47185 100744 409255 17356 304837 196152 108685 62575 16602 99483 90610 16529 12116 20585 20618 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 3 2 2 1 3 2 3 2 2 0 1 2 2 3 0 0 2 0 2 0 1 0 0 split_gain=33520.5 10761.9 5461.44 2427.54 2185.54 1479.55 1248.02 873.38 870.296 1839.79 1202.85 781.22 780.437 703.319 698.921 666.306 593.474 517.396 438.492 437.177 681.14 552.732 445.535 423.092 507.337 395.374 375.745 297.766 284.396 272.192 threshold=1.0000000180025095e-35 6.5000000000000009 3673.103149414063 -3.4999999999999996 1.5000000000000002 74.000000000000014 5.0659999847412118 1.2994999885559084 3673.091186523438 1707.8798828125002 2.5000000000000004 1.0619999766349795 3673.091186523438 2.1755000352859502 1864.7654418945315 7510.0949707031259 51.500000000000007 -1.4999999999999998 3673.103149414063 36363.248046875007 17.333499908447269 6.5000000000000009 56.500000000000007 99995.847656250015 83.500000000000014 20123.864257812504 3.5000000000000004 -7.4999999999999991 54.500000000000007 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 8 25 -1 7 11 15 9 10 -2 12 -5 -11 -8 29 -10 -13 -14 20 -9 -21 -23 -16 -25 27 -6 -3 -18 -4 right_child=2 3 5 6 26 -7 14 19 16 13 -12 17 18 -15 23 -17 28 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.049334372636404354 -0.013522283580755462 0.021978366976595082 -0.032286290171910773 0.0026266958741600665 0.031632246899125971 -0.042158100466108427 0.018442523947451429 -0.0029220337321700929 -0.015703688785424354 -0.0030329385036569926 -0.023892028029221225 0.0066217990251143267 0.027462084290275943 -0.014864227378186316 0.0098330509122924424 -0.0058886865500250721 -0.036091879864479204 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278944 4860 38968 9939 40373 17533 8524 2454 14631 33161 51446 9941 5838 internal_value=1.96861e-05 0.00947115 -0.00905014 0.00691086 0.0314224 -0.00354598 0.00529404 -0.00314139 -0.0140226 -0.0129364 -0.0158169 0.00383616 0.0128737 -0.00597814 0.0112078 -0.0124593 -0.0216648 0.00309179 0.0214923 -0.00214134 -0.00369104 0.00119153 -0.00252633 0.00783325 -0.00300418 0.0156662 0.025322 0.0172908 -0.0292955 -0.0236221 internal_weight=351929 172339 179591 154338 18001.2 85238.5 130279 84354.6 94352.1 82609.7 58423.4 104514 7953.26 24186.3 25765 8175.93 11742.4 96561.1 4319.86 76178.6 52000 24178.7 14462.4 17569.7 2737.03 24058.3 13428 20415.3 5150.01 3029.33 internal_count=1411284 692430 718854 619380 73050 341304 522536 337745 377550 330535 233738 418977 31963 96797 103559 32725 47015 387014 17400 305020 208146 96874 57906 70579 10978 96844 54238 82213 20644 12127 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 1 3 3 2 2 2 2 2 2 3 0 1 2 2 2 3 0 0 0 2 1 0 1 split_gain=31557.9 10200.1 5141.1 2306.43 1823.91 1398.59 1344.36 848.699 822.085 736.417 736.885 706.649 1158.22 643.605 628.068 615.871 601.416 556.615 487.139 472.047 414.895 412.138 683.15 511.654 385.311 349.722 333.918 329.177 317.216 290.16 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -3.4999999999999996 5.0659999847412118 74.000000000000014 1.5000000000000002 4.5000000000000009 1.2994999885559084 1.0619999766349795 3673.091186523438 3673.091186523438 1707.8798828125002 61082.773437500007 7510.0949707031259 1289.946716308594 2.1755000352859502 51.500000000000007 -1.4999999999999998 3673.091186523438 3673.103149414063 30553.010742187504 14.476500034332277 7.5000000000000009 56.500000000000007 83.500000000000014 2680.677124023438 1.5000000000000002 54.500000000000007 -18.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 29 9 8 -1 11 14 10 -5 12 27 26 -4 -9 -14 -13 -11 -17 -12 22 -10 -23 -25 -15 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134937 85232.6 12564 94328.7 84352.1 104491 7944.5 82387.9 72287.8 30446.3 8173.92 11940.9 20431.2 10100.1 96546.4 5771.09 4311.53 76178.2 49040.8 27137.4 15599.3 5097.5 25348.8 51856.6 4646.15 24683.8 internal_count=1411284 692430 718854 640973 541475 341304 51457 377550 337745 418977 31963 329713 289237 122498 32725 47837 81766 40476 387014 23104 17400 305020 196287 108733 62456 20448 102050 207471 18655 99498 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 1 3 3 2 2 2 2 2 2 3 0 2 2 1 0 2 2 3 0 0 2 0 0 split_gain=29712.3 9740.78 4840.55 2166.11 2015.12 1323.23 1044.85 800.695 773.911 728.081 753.67 667.249 1090.5 610.92 592.283 584.333 566.118 526.892 476.891 415.089 436.911 420.513 397.646 389.52 813.627 517.501 343.886 343.401 984.054 358.913 threshold=1.0000000180025095e-35 6.5000000000000009 3673.103149414063 -2.4999999999999996 1.5000000000000002 74.000000000000014 5.0659999847412118 4.5000000000000009 1.2994999885559084 1.0619999766349795 3600.6882324218755 3673.091186523438 1707.8798828125002 1864.7654418945315 7510.0949707031259 1591.3311157226565 2.1755000352859502 51.500000000000007 3673.091186523438 31791.298828125004 -6.4999999999999991 23.500000000000004 3673.103149414063 26764.801757812504 12.393000125885012 7.5000000000000009 56.500000000000007 14763.748535156252 51.500000000000007 27.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 19 -1 8 9 11 14 10 -5 12 -2 -8 -4 -9 -14 -13 -17 20 -3 -22 -12 24 -10 -25 -27 29 -29 -11 right_child=2 3 5 6 -6 -7 13 15 23 27 22 17 16 -15 -16 18 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 28 -30 -31 leaf_value=0.047299530933005027 -0.01345433667238341 0.019302656655573201 -0.022268443563574904 0.0014684704950469686 0.024066818960163262 -0.040008909115255939 0.017132477995916728 -0.026605350222992746 -0.0026639465271120475 0.0068154421984600354 0.026360374472857072 -0.013054557447313046 -0.0021930528828375683 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Tree=8 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 3 2 3 2 2 2 2 2 3 0 2 1 2 0 0 2 0 0 2 2 3 0 split_gain=27976.2 9247.96 4558.39 2094.71 1978.76 1252.95 757.608 755.997 731.145 671.363 653.546 712.043 630.302 1026.92 607.783 552.852 532.966 499.06 485.15 483.887 449.998 403.519 381.887 380.204 973.671 519.859 376.717 360.841 598.793 461.969 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 4.5000000000000009 1.3535000085830691 68532.378906250015 1.0619999766349795 3600.6882324218755 3673.091186523438 1707.8798828125002 7700.5261230468759 1591.3311157226565 2.1755000352859502 51.500000000000007 14763.748535156252 -6.4999999999999991 3673.091186523438 48.500000000000007 7.5000000000000009 14763.748535156252 51.500000000000007 21.500000000000004 3673.103149414063 36363.248046875007 17.333499908447269 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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0.00338924 0.0201081 -0.00188469 -0.00331329 0.00114429 internal_weight=351315 171848 179467 162261 130802 85213.9 9586.75 94253.1 84342.1 31459.1 100910 7444.05 82335.7 72258 9291.8 11917.4 20429.7 10077.7 29891.8 25320.4 5497.9 4571.4 25793 93466.2 13092.7 80373.5 4155.09 75050.3 50997.6 24052.6 internal_count=1411284 692430 718854 652541 525432 341304 39889 377550 337745 127109 404832 30031 329713 289237 37224 47837 81766 40476 120600 102217 22020 18383 104285 374801 52461 322340 16845 300521 204110 96411 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 0 3 1 3 3 2 2 2 0 2 2 3 0 1 2 2 2 2 3 0 2 0 1 0 0 split_gain=26343.4 8810.27 4293.52 1976.22 1511.85 1215.25 1187.28 714.232 688.398 619.71 620.986 595.679 967.221 586.636 573.585 524.351 501.82 473.063 431.817 397.747 374.762 352.88 342.991 747.724 457.457 332.831 319.694 310.953 308.394 303.204 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -3.4999999999999996 5.0659999847412118 1.5000000000000002 74.000000000000014 4.5000000000000009 1.3535000085830691 1.0619999766349795 3673.091186523438 3673.091186523438 1707.8798828125002 50.500000000000007 94494.871093750015 1289.946716308594 2.1755000352859502 51.500000000000007 -1.4999999999999998 3673.091186523438 7510.0949707031259 3673.103149414063 26764.801757812504 12.393000125885012 7.5000000000000009 2680.677124023438 57.500000000000007 1.5000000000000002 83.500000000000014 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 -3 9 -1 8 11 13 10 -5 12 27 20 25 -9 -14 -13 -11 -17 -4 -12 23 -10 -24 -6 -26 -2 -16 -19 right_child=2 3 6 4 14 -7 -8 15 22 18 21 17 16 -15 28 19 -18 29 -20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.045511419591116355 -0.011126128379170503 0.014351705360163676 -0.027537468798912633 0.002334219268302351 0.016977112068504711 0.025844666234596463 -0.03807474062488287 -0.025406554546240433 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122498 47837 81766 40476 387014 23104 21122 17400 300521 183216 117305 106786 67745 207471 15712 18655 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 1 3 2 3 2 2 0 3 0 2 2 2 0 1 2 3 0 2 1 2 0 0 2 split_gain=24889.7 8472.27 4097.62 1840.14 1795.22 1153.07 841.977 698.824 650.437 634.847 622.843 588.592 963.869 529.685 481.974 452.214 449.458 421.093 391.199 391.937 376.608 336.56 562.954 366.288 326.636 317.566 312.481 786.305 461.182 554.937 threshold=1.0000000180025095e-35 6.5000000000000009 3673.103149414063 -2.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 5.5000000000000009 1.2994999885559084 2385.3286132812505 1.0205000042915346 3673.091186523438 1707.8798828125002 50.500000000000007 2.0774999856948857 51.500000000000007 1591.3311157226565 2243.352905273438 31791.298828125004 18.500000000000004 -6.4999999999999991 30553.010742187504 14.476500034332277 7.5000000000000009 7510.0949707031259 1.5000000000000002 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888.87 403.27 343.638 342.157 522.276 311.633 299.766 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 5.5000000000000009 12411.391601562502 1.532000005245209 64691.324218750007 5.4584999084472665 1.0205000042915346 3673.091186523438 1707.8798828125002 14106.575683593752 2.1755000352859502 51.500000000000007 1591.3311157226565 -6.4999999999999991 2243.352905273438 44.500000000000007 15423.644531250002 51.500000000000007 21.500000000000004 7.5000000000000009 16.500000000000004 48.500000000000007 3673.091186523438 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 15 8 -1 13 9 -4 25 -11 20 14 29 19 -16 -15 -9 -3 -6 -17 24 -24 -14 -5 -10 -28 -20 -2 right_child=2 3 5 10 12 -7 -8 18 26 11 -12 -13 22 17 16 21 -18 -19 28 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.043940027191526315 -0.010533490977528405 0.018149522107855073 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internal_count=1411897 692835 719062 652989 525699 341269 39846 377793 337713 143907 127290 115076 404990 339460 297893 120709 84615 41567 38333 101730 11035 18979 393955 51396 342559 103732 193806 96812 18232 213278 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 2 3 3 2 2 2 2 0 2 1 2 0 2 0 0 3 0 0 0 0 split_gain=22073.8 7683.63 3638.06 1768.3 1521.22 1038.82 682.48 627.952 580.801 646.907 558.641 535.144 534.937 509.283 493.3 668.153 443.468 423.538 419.547 383.28 378.191 343.865 340.616 837.211 385.057 339.724 326.115 321.944 491.505 308.02 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 3.5000000000000004 12411.391601562502 1.532000005245209 64691.324218750007 1.0205000042915346 5.4584999084472665 1248.5628051757815 3673.091186523438 1707.8798828125002 14106.575683593752 51.500000000000007 3673.091186523438 -6.4999999999999991 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528.135 510.937 571.776 498.881 807.366 487.474 418.584 406.948 389.126 388.381 364.165 345.321 324.031 309.599 302.198 290.657 796.187 423.345 306.96 359.615 290.207 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 5.5000000000000009 1.2994999885559084 64691.324218750007 1.0619999766349795 3673.091186523438 3673.091186523438 1707.8798828125002 50.500000000000007 14106.575683593752 2.1755000352859502 1591.3311157226565 51.500000000000007 -5.4999999999999991 3673.103149414063 44.500000000000007 7.5000000000000009 7510.0949707031259 15066.298339843752 51.500000000000007 27.500000000000004 6261.4145507812509 51.500000000000007 30553.010742187504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 15 8 -1 12 14 22 11 -6 13 -2 23 19 -15 -9 -14 -3 -13 -17 -5 -4 26 -26 -12 -28 -29 -10 right_child=2 3 5 9 10 -7 -8 17 29 -11 24 20 18 16 -16 21 -18 -19 -20 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1591.3311157226565 3673.091186523438 1707.8798828125002 3673.091186523438 51.500000000000007 12986.766601562502 -2.4999999999999996 -1.4999999999999998 2243.352905273438 7.5000000000000009 2.0774999856948857 16.500000000000004 48.500000000000007 54.500000000000007 44.500000000000007 84.500000000000014 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 18 9 -1 14 19 10 -4 -12 21 -9 15 -2 -15 -16 -3 -5 -14 -6 -21 -17 -11 -26 -19 -20 29 -10 right_child=2 3 5 8 12 -7 -8 13 28 24 11 -13 20 16 17 23 -18 26 27 22 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.041873245488056307 -0.010619276759835259 0.013134066830182874 -0.012791490700038637 0.020702436570562498 0.0022846815468154564 -0.034340902584505312 0.025570268534045561 -0.020710863691131176 0.010984661871307344 0.0020280675566601673 -0.0013801569770573803 -0.011845847683488933 0.0054712999427271062 -0.0054766471717782846 -0.010221795443671161 -0.0020750003959418314 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2 2 0 2 3 0 3 0 2 2 1 0 0 0 0 2 3 0 split_gain=18380.6 6756.17 3061.76 1547.55 1398.39 883.248 657.629 496.341 456.126 447.219 435.543 429.111 672.375 427.546 818.725 420.672 408.612 463.576 369.217 354.862 325.236 295.223 288.82 268.089 296.246 260.971 255.446 243.418 514.434 335.947 threshold=1.0000000180025095e-35 3.5000000000000004 3755.7348632812505 -4.4999999999999991 5.9049999713897714 74.000000000000014 1.5000000000000002 4.5000000000000009 1.2994999885559084 10603.448730468752 72035.476562500015 3673.091186523438 1707.8798828125002 14763.748535156252 50.500000000000007 1591.3311157226565 1.0205000042915346 26.500000000000004 5.9049999713897714 51.500000000000007 2243.352905273438 3673.091186523438 -1.4999999999999998 85.500000000000014 6.5000000000000009 7.5000000000000009 54.500000000000007 29455.711914062504 14.476500034332277 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 -3 13 8 -1 11 9 -4 25 12 -2 16 -15 -9 20 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internal_weight=349347 170489 178858 161452 142834 84276.3 9036.6 94582 83451.3 8044.4 28099.6 82651.9 72084.5 114735 15166.5 11930.1 99568 96699.8 20460.7 10567.3 2868.2 5589.45 73821.9 4983.13 4262.4 23116.5 4719.49 75406.9 47751 27655.9 internal_count=1411385 692626 718759 652591 576346 337920 40035 380839 334371 32368 114777 332393 289457 461569 60845 48446 400724 388882 81961 42936 11842 22477 296715 20145 17202 94632 19434 302003 191100 110903 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 1 3 0 3 2 2 2 2 2 1 3 2 0 1 2 2 0 0 0 0 2 3 0 split_gain=17312.3 6456.45 2886.15 1469.4 1273.86 840.06 650.736 470.148 429.676 434.8 406.667 488.841 406.404 633.916 399.85 381.448 353.356 347.973 347.843 337.657 297.912 270.294 264.928 243.942 243.62 233.467 256.105 230.04 679.751 334.436 threshold=1.0000000180025095e-35 3.5000000000000004 3755.7348632812505 -3.4999999999999996 5.9049999713897714 74.000000000000014 1.5000000000000002 4.5000000000000009 1.2994999885559084 50.500000000000007 1.0619999766349795 3673.091186523438 3673.091186523438 1707.8798828125002 1443.1333007812502 68532.378906250015 -1.4999999999999998 5.9049999713897714 3673.103149414063 51.500000000000007 -18.499999999999996 3673.091186523438 7510.0949707031259 54.500000000000007 7.5000000000000009 85.500000000000014 6.5000000000000009 25918.428710937504 12.393000125885012 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 20 10 8 -1 12 9 22 11 -5 13 -2 -9 24 -12 -15 -13 -14 -3 -16 -4 -21 -6 26 -17 28 -10 -29 right_child=2 3 5 4 15 -7 -8 14 27 -11 16 18 19 17 21 25 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.040704283560697302 -0.010273693036605787 0.022737109981282283 -0.024039698395679925 0.0013096360471589517 0.01634143608527058 -0.032735965023394299 0.024420399763989759 -0.020959199767420968 -0.0018582922606927297 -0.00074780744392381022 0.0051697070497091916 0.021867582735018744 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leaf_count=18825 207496 9172 7120 14517 29478 3549 21210 25475 170027 13896 113631 12452 23502 71041 15983 7241 294939 10920 4973 10240 92057 6988 11352 9194 61511 2946 9674 49798 11746 70432 internal_value=1.07278e-05 0.00685661 -0.00651035 0.00548125 0.00426374 -0.00247343 0.0316698 -0.01011 -0.00217692 -0.00877043 0.00282296 0.00940712 -0.00930665 -0.0085015 -0.0156839 0.0100881 0.00231544 -0.0040329 0.0163386 -0.0148072 0.0122142 -0.00995331 -0.0148386 -0.0207921 0.0117628 0.00252218 -0.000187824 -0.00147402 -0.00282036 0.00056541 internal_weight=349019 170269 178750 161327 136622 84257.8 8942.15 94492.2 83440.2 8038.16 109528 7838.49 82588.3 72043 11904 27094.1 101689 20458 4223.31 10545.3 24705.2 5705.8 4576.54 4701.53 22183.7 4910.38 4191.07 75402.1 45418.8 29983.3 internal_count=1411385 692626 718759 652591 551362 337920 40035 380839 334371 32368 440512 31942 332393 289457 48446 110850 408570 81961 17425 42936 101229 22971 18472 19434 90989 19861 16915 302003 181773 120230 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 1 3 2 2 0 2 2 2 0 3 2 3 1 0 2 1 2 0 0 0 2 1 0 split_gain=16306.5 6172.17 2720.75 1389.49 1249.47 799.26 644.514 445.966 404.859 411.175 399.996 770.463 390.239 389.484 708.282 377.399 428.347 497.222 369.326 342.033 339.685 310.066 296.824 244.414 240.036 263.773 236.561 230.978 229.612 221.231 threshold=1.0000000180025095e-35 3.5000000000000004 3755.7348632812505 -4.4999999999999991 5.9049999713897714 74.000000000000014 1.5000000000000002 6.5000000000000009 1.2994999885559084 10603.448730468752 14763.748535156252 50.500000000000007 72035.476562500015 3673.091186523438 1707.8798828125002 21.500000000000004 1.0619999766349795 3673.091186523438 2.1755000352859502 -1.4999999999999998 51.500000000000007 370.03324890136724 1.5000000000000002 3673.103149414063 85.500000000000014 6.5000000000000009 8.5000000000000018 1526.1497802734377 -18.499999999999996 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 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3755.7348632812505 -3.4999999999999996 5.9049999713897714 74.000000000000014 1.5000000000000002 4.5000000000000009 12411.391601562502 1.532000005245209 5.4584999084472665 1591.3311157226565 1.0205000042915346 3673.091186523438 1707.8798828125002 72035.476562500015 5.9049999713897714 51.500000000000007 14763.748535156252 48.500000000000007 26.500000000000004 2243.352905273438 9.5555000305175799 20123.864257812504 48.500000000000007 3673.091186523438 3991.455688476563 4.5000000000000009 16.500000000000004 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 22 12 8 -1 13 9 27 -11 -9 21 14 -2 -6 -16 -15 20 -20 -14 -5 23 -3 -25 -13 -23 -4 -10 -30 right_child=2 3 5 4 15 -7 -8 11 28 10 -12 25 18 17 16 -17 -18 -19 19 -21 -22 26 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.039607822413180317 -0.0096780481610699055 0.012127692198825615 -0.0091146039927965036 0.0010410849930454493 0.011081601804672237 -0.031405148397266006 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334371 140869 112404 48446 440512 332393 289457 110850 81961 42936 428790 57739 371051 11722 101229 93067 12470 22477 7601 28465 193502 96660 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 1 2 3 2 1 2 3 3 2 2 3 0 2 2 0 2 1 0 0 1 0 0 2 split_gain=14467.4 5645.37 2418.59 1251.72 1117.29 724.186 633.717 405.985 401.769 370.226 407.226 372.699 364.84 478.49 394.504 349.33 629.874 336.116 308.845 303.211 287.711 282.812 326.673 276.661 249.797 251.518 228.974 220.978 414.067 222.003 threshold=1.0000000180025095e-35 3.5000000000000004 3755.7348632812505 -4.4999999999999991 5.0659999847412118 74.000000000000014 1.5000000000000002 6.5000000000000009 61082.773437500007 1.0619999766349795 3673.091186523438 -1.4999999999999998 12411.391601562502 1.532000005245209 5.4584999084472665 3673.091186523438 1707.8798828125002 2.1755000352859502 51.500000000000007 3673.103149414063 370.03324890136724 8.5000000000000018 1637.6347656250002 1.5000000000000002 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328.225 306.75 451.883 301.938 301.085 249.043 238.656 237.759 376.682 236.546 228.781 225.435 223.888 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 -3.4999999999999996 17.500000000000004 74.000000000000014 58108.183593750007 1.5000000000000002 3.5000000000000004 48.500000000000007 10341.291015625002 2385.3286132812505 44.500000000000007 12411.391601562502 1.532000005245209 6.4175000190734872 1248.5628051757815 3673.091186523438 3673.091186523438 1707.8798828125002 1.0205000042915346 51.500000000000007 -17.499999999999996 54.500000000000007 16.500000000000004 49.500000000000007 6.5000000000000009 50.500000000000007 2.1755000352859502 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 8 22 6 13 -5 -1 18 10 12 -11 -6 14 27 -16 -10 -18 19 -2 29 -20 -3 -23 -15 -26 -8 -4 -21 -13 right_child=2 3 5 4 9 -7 26 -9 16 11 -12 20 -14 24 15 -17 17 -19 21 28 -22 23 -24 -25 25 -27 -28 -29 -30 -31 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6.4175000190734872 3673.091186523438 1707.8798828125002 1.0205000042915346 2.0774999856948857 51.500000000000007 -17.499999999999996 1248.5628051757815 1.5000000000000002 2680.677124023438 13264.737792968752 54.500000000000007 16.500000000000004 49.500000000000007 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 8 21 7 13 -1 24 16 10 12 -11 29 14 -4 -16 17 23 -13 -19 -18 -3 -10 -2 -5 -26 -22 -15 -29 -6 right_child=2 3 5 4 9 -7 -8 -9 22 11 -12 18 -14 27 15 -17 20 19 -20 -21 26 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.03819109291896506 -0.00763394611163477 0.019576465729485792 -0.010618536489465421 0.013695910509863751 0.0064587497652905373 -0.029427009874120332 0.021513464080454923 -0.0014305465149347123 -0.01971246688356498 0.00061542079626441778 -0.0049951914256274807 0.019684256905933492 -0.0038289292865150344 0.001740737310314487 -0.0013652330594669056 -0.011837461824482974 -0.0085990430476810716 -0.001134818554754177 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3 0 2 2 0 0 3 split_gain=12095 4886.58 1969.46 1078.24 871.05 632.693 612.257 407.596 348.471 332.541 376.625 357.145 313.203 359.209 314.741 292.307 308.631 275.619 274.864 400.933 273.827 263.391 238.518 228.662 226.503 224.991 221.923 589.72 280.61 220.444 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 -2.4999999999999996 5.9049999713897714 1.5000000000000002 74.000000000000014 3.5000000000000004 1.0205000042915346 12411.391601562502 1.532000005245209 6.4175000190734872 5.4584999084472665 11087.062988281252 -7.4999999999999991 1248.5628051757815 3673.091186523438 2817.958129882813 3673.091186523438 1707.8798828125002 51.500000000000007 2243.352905273438 575.09899902343761 14.476500034332277 48.500000000000007 3673.103149414063 14763.748535156252 48.500000000000007 21.500000000000004 2.0774999856948857 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 12 8 -1 9 18 21 10 -4 -12 13 14 -3 -9 29 -6 19 -2 -20 -5 -16 -19 -15 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7921.4096240699291 12215.649398550391 48325.965050444007 25135.123733714223 3549.016335234046 6115.0803193151951 4008.4111444354057 5693.7812227457762 4431.3869871199131 2001.0262181907892 11739.617701888084 5131.4663453400135 19450.734779402614 4249.5209727585316 1322.815923884511 11826.594918221235 6217.9920412153006 1386.2123458385468 373.92520961165428 9686.0424064993858 3517.3002307713032 72481.485210373998 871.69018758833408 leaf_count=18672 198357 24496 28681 3754 29838 21123 3534 33059 49425 193700 100552 14285 25443 16262 23297 17779 8272 47942 20742 78022 18051 5841 48489 26026 5704 1524 38758 14238 291397 3527 internal_value=-1.13929e-05 0.00574081 -0.00546761 0.00457975 0.00328451 0.0281756 -0.00216135 -0.00847951 0.00203585 -0.00191803 -0.00411122 -0.00258213 0.00924691 0.00793587 0.00954702 -0.012969 -0.00864011 0.00828087 -0.00760227 -0.00694307 -0.0124184 0.0128076 0.00753624 0.00629584 0.000958333 0.0198539 0.00174623 -0.00187138 0.00231018 -0.00485203 internal_weight=346835 168838 177997 160530 125657 8307.9 84852.1 93144.8 100533 84085.5 35759.5 28684.1 34872.7 28757.6 23363 15225.5 7304.1 25124.5 77919.3 68538.3 9380.99 2632.18 17520.4 17957.6 5394.62 1696.74 97900.5 13203.3 84697.1 5303.08 internal_count=1410790 692229 718561 652434 508743 39795 340752 377809 404937 337218 143518 114837 143691 118248 96282 62637 29578 103806 315172 276379 38793 11119 71786 73968 21966 7365 393818 52996 340822 21306 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 0 2 3 1 0 2 2 0 2 3 0 2 2 3 0 3 1 3 0 2 0 1 3 2 0 split_gain=11392.9 4677.21 1857.21 1024.2 875.969 628.529 591.307 583.385 394.171 355.347 490.029 476.779 392.726 316.617 546.507 313.426 287.136 515.594 276.91 481.977 274.955 259.548 257.069 254.662 285.684 253.518 239.492 226.878 328.528 265.227 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 -3.4999999999999996 17.500000000000004 1.5000000000000002 58108.183593750007 74.000000000000014 6.5000000000000009 48.500000000000007 10341.291015625002 2385.3286132812505 44.500000000000007 25918.428710937504 12.393000125885012 7.5000000000000009 3673.091186523438 1707.8798828125002 1.8174999952316286 50.500000000000007 2.1755000352859502 3.5000000000000004 1.0205000042915346 52.500000000000007 99995.847656250015 51.500000000000007 1.5000000000000002 9.5555000305175799 20123.864257812504 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 27 6 -1 -5 13 16 10 12 -11 -6 14 18 -15 17 26 19 21 -19 -4 -13 24 -17 -18 -2 28 -3 -30 right_child=2 3 7 4 9 -7 -8 -9 -10 11 -12 22 -14 15 -16 23 25 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.037310430732468161 -0.0071644842590297521 0.01071931317788866 -0.007422824258291532 0.0096624960961104542 0.0030727484595801627 0.020520840715065297 -0.0013772524741502471 -0.02829005380038789 -0.014823313410234641 0.00052862452953968359 -0.0047300862994486895 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36162 83757 74152 50008 42682 217428 100881 92746 12484 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 0 2 1 1 3 2 3 2 3 3 2 2 2 3 3 2 1 0 0 1 2 2 0 0 split_gain=10731.6 4481.46 1751.21 948.428 912.574 555.951 475.808 403.997 386.17 373.011 345.896 410.463 307.343 301.611 344.927 330.824 288.953 272.121 486.604 270.265 249.793 248.715 231.617 224.593 215.311 331.192 210.27 206.681 205.718 318.59 threshold=1.0000000180025095e-35 4.5000000000000009 3673.103149414063 -1.4999999999999998 1.5000000000000002 74.000000000000014 17.500000000000004 2680.677124023438 -7.4999999999999991 6.5000000000000009 1.0619999766349795 3600.6882324218755 3.8810000419616704 12411.391601562502 1.532000005245209 5.4584999084472665 45473.716796875007 3673.091186523438 1637.6347656250002 2.1755000352859502 1.1980000138282778 3673.103149414063 1.5000000000000002 80.500000000000014 51.500000000000007 1.5000000000000002 99995.847656250015 370.03324890136724 16.500000000000004 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 9 8 -1 13 7 -5 -3 17 11 -8 -10 14 -4 -16 -14 18 22 -20 24 -13 -2 -18 25 -19 -9 -11 -15 -30 right_child=2 3 5 6 -6 -7 10 26 12 27 -12 21 16 28 15 -17 23 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.036895548331862212 -0.006960069871863421 0.012748167881298761 -0.0098333398257408437 0.011651987272054052 0.018163767776176825 -0.027744324629792153 -0.00095063627170590673 0.0048172953296705739 0.0046466058059003229 -0.022049734842824513 0.00060373787086475587 0.01978472256297031 0.012010135655830863 0.0017015171100093888 -0.00095963780925368463 -0.0094827884973098155 -0.0028488850294284751 -0.0032788510605471543 -0.0010586757814395787 -0.0085316619960195822 -0.0075449273881766643 0.0018408036047444945 -0.011160483978474571 0.022097291653897833 -0.023441193905238911 -0.026326028543040687 -0.0049740970220412406 -0.011163178227699251 -0.0052385781696472492 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213.444 217.726 threshold=1.0000000180025095e-35 6.5000000000000009 3755.7348632812505 1.5000000000000002 -2.4999999999999996 74.000000000000014 4.7190001010894784 1864.7654418945315 3.5000000000000004 1248.5628051757815 1.2994999885559084 49.500000000000007 48.500000000000007 2428.711791992188 5975.3146972656259 33.500000000000007 23484.753906250004 45.500000000000007 3673.091186523438 28492.581054687504 19.500000000000004 48.500000000000007 3673.091186523438 1707.8798828125002 51.500000000000007 -6.4999999999999991 47.500000000000007 1.9854999780654909 1.0205000042915346 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 -1 19 10 12 -8 22 -10 11 -4 14 -14 17 16 -16 -6 27 20 -3 -21 23 -2 -24 -22 -20 -11 29 -15 right_child=2 4 5 -5 6 -7 7 -9 9 18 -12 -13 13 28 15 -17 -18 -19 26 21 25 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.03641450419441971 -0.0076608319973892457 0.014697331015250059 -0.013809094514333676 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2833.7486184537411 7957.7469098716974 749.84074304997921 5503.0429816842079 19394.489948824048 4367.2549766153097 16635.798321604729 1120.4230330884457 944.03458274900913 14875.826266512275 370.90618051588535 leaf_count=18782 198388 22102 16189 54233 163936 3561 36391 70956 33102 17629 302170 16162 53906 5508 24510 24078 18073 22789 4148 11484 33495 3097 22287 77840 18748 68201 4694 3834 60160 1516 internal_value=-2.26192e-06 0.0052799 -0.00500905 0.0203036 0.0037174 -0.00194873 0.00255109 0.00557679 -0.00776111 -0.0116605 -0.00172035 -0.00726487 0.00170016 0.0041737 0.000527959 -0.00359496 0.000245906 0.00200375 -0.00717254 0.00786797 0.00873561 0.000633999 -0.00699766 -0.00638767 -0.0112223 0.00745457 -0.0159914 -0.00365677 0.0074345 0.0178903 internal_weight=346076 168407 177669 15864.7 152542 84123.3 119080 26138.5 93546 15316.6 83375.5 7973.6 92941.9 29883.1 63058.7 16622 10611.6 46436.8 7459.6 33461.7 29878.2 3583.59 78229.4 68359.1 9870.3 24593.5 2126.22 5333.38 16463.5 1587.7 internal_count=1411969 693217 718752 73015 620202 338082 481823 107347 380670 63407 334521 32351 374476 121090 253386 66661 42583 186725 30305 138379 123798 14581 317263 276228 41035 101696 8842 21463 67184 7024 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 2 0 0 1 1 2 3 0 2 3 2 3 2 2 2 0 2 2 2 1 3 0 3 0 split_gain=9579.14 4181.39 1567.98 1221.77 776.252 517.098 308.17 473.758 407.156 307.303 306.823 292.861 288.08 352.64 283.166 253.107 314.548 290.934 359.608 225.339 293.223 240.758 221.778 216.811 207.424 203.931 202.631 194.036 191.214 176.653 threshold=1.0000000180025095e-35 6.5000000000000009 3673.103149414063 1.5000000000000002 -1.4999999999999998 74.000000000000014 32790.857421875007 45.500000000000007 18.500000000000004 3.5000000000000004 -5.4999999999999991 1248.5628051757815 1.2994999885559084 49.500000000000007 3673.091186523438 4.7190001010894784 1864.7654418945315 1.0619999766349795 3600.6882324218755 3673.091186523438 1707.8798828125002 51.500000000000007 3673.103149414063 6113.6403808593759 7188.3642578125009 -1.4999999999999998 1.9854999780654909 47.500000000000007 2.1755000352859502 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 -1 6 12 8 -8 -3 19 23 -11 13 24 26 17 -17 18 -6 20 -2 -21 -20 -10 -4 -5 -13 -16 -22 -23 right_child=2 4 5 25 15 -7 7 -9 10 11 -12 14 -14 -15 27 16 -18 -19 22 21 28 29 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.036028623480606196 -0.0074376082943760002 0.012927213048948394 -0.022641843750185929 0.021542539429880523 -0.001071181334179617 -0.02689095500598266 -0.005386678038966042 0.015868910987785461 0.012877277909989462 -0.01550027029406208 0.004459123621892565 -0.00083875375407959165 -0.0011242703961125164 -0.00085563049773404269 -0.0067180702319909573 0.0098750532984646731 0.0021778996266963238 0.00053804882389903391 0.018487120678031235 -0.0068113806310856236 -0.001239164664923276 -0.022179147451516147 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0.00512869 -0.00486217 0.0198472 0.00360844 -0.00191461 0.00634727 -0.000516475 0.00704621 -0.00755865 0.0058587 -0.0114665 -0.00169495 -0.00709798 -0.00715385 0.0019351 0.00482446 0.00110192 0.00742436 -0.00679539 -0.00620014 -0.0111875 0.0137589 0.0103783 -0.0134272 0.0155313 -0.00354851 -0.0168072 -0.00307843 -0.0165356 internal_weight=345734 168184 177551 15745.1 152439 84826.2 57813.3 5343.13 52470.2 92724.3 43655.1 15151.3 84086.7 8032.93 7322.49 94625.5 21179 73446.5 6014.02 77573 68314.7 9258.38 3445.19 10322.2 3988.7 12429.9 5331.34 1991.15 19392.9 4166.48 internal_count=1411969 693217 718752 73015 620202 340964 237326 21653 215673 377788 178951 62892 337403 32626 29790 382876 87061 295815 24968 314896 276228 38668 14646 43393 16308 54233 21463 8327 77840 18015 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 1 1 3 0 2 0 2 0 3 2 0 2 1 0 2 2 3 3 1 2 0 0 split_gain=9023.1 4022.87 1479.58 820.881 691.249 582.986 493.984 293.13 284.832 278.789 267.463 335.001 261.498 484.074 246.065 239.577 279.48 402.75 236.308 227.685 221.529 225.118 218.222 392.542 256.485 217.496 209.357 199.704 194.761 180.037 threshold=1.0000000180025095e-35 3.5000000000000004 3755.7348632812505 6.4175000190734872 -2.4999999999999996 1.5000000000000002 74.000000000000014 14763.748535156252 -12.499999999999998 6.5000000000000009 1.2994999885559084 49.500000000000007 15066.298339843752 51.500000000000007 99995.847656250015 21.500000000000004 1.0619999766349795 3673.091186523438 48.500000000000007 377.56446838378912 -7.4999999999999991 31.500000000000004 3673.091186523438 1707.8798828125002 5.4584999084472665 1.1980000138282778 2.5000000000000004 7510.0949707031259 7.5000000000000009 51.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 9 4 7 -1 10 20 -5 22 11 27 15 -14 28 -6 17 -17 -9 -11 -3 -22 23 26 -25 29 -2 -4 -10 -24 right_child=2 3 6 8 12 -7 -8 18 14 19 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=0.035656025301624837 -0.0068196853321753573 0.013149265684347381 -0.021755397982182813 0.024548137782717441 0.0060175501639545938 0.019072865008869119 -0.026382928109153884 -0.0038974987858329409 0.013228631856878188 -0.020837968704754798 -0.0010662536685853775 -0.00073606676624379255 -0.0053022458651992548 0.0078160780082440744 0.0014592388693922811 -0.00020183149857985009 0.0011521154349938025 0.014200266627883673 0.01140543473912292 -0.0094468395558581549 0.011309939898091464 0.0043485465245823888 -0.010012976335150149 -0.0015543842961290126 -0.011162798381698856 -0.0069533883556336185 -0.011945836449898713 -0.0078238150890957564 0.0073098774834595825 -0.021540703545439729 leaf_weight=3250.3955667614937 44905.571371495724 6305.5361602008343 1481.468710616231 983.52613857388496 13939.972488611937 4619.5931203365326 731.28078818321228 3463.3507992327213 7683.017731577158 2253.0187841355801 75403.898771420121 4006.2024327367544 10243.198707491159 3362.7079351246357 4210.9369532316923 3293.905228599906 68436.10345210135 3722.4145343452692 1230.9740944802761 5280.523140758276 6251.5581339150667 12621.802804008126 2560.3761898577213 18661.441656783223 2887.195202216506 5923.035654142499 8533.0185197889805 2469.9456183612347 14347.537535846233 2327.945235863328 leaf_count=18782 182131 26812 6227 4243 56760 21183 3561 14014 32809 9717 302170 16162 41021 13663 17198 13241 275155 15917 5112 21777 25850 51956 10422 74780 11725 24398 35377 9962 59501 10343 internal_value=-1.90583e-06 0.00498165 -0.00471979 0.00395227 0.00297989 0.0259219 -0.00183364 0.00699777 0.00869799 -0.00732023 -0.00161829 -0.00684918 0.00181456 -0.00206004 0.00810393 0.00240429 0.00173673 0.00743901 0.000115328 -0.0128535 0.00828092 0.00665442 -0.00683438 -0.00625989 -0.00284177 -0.010819 -0.00763822 -0.0130471 0.00937401 -0.0155028 internal_weight=345391 167967 177425 160097 132872 7869.99 84092.8 29873.2 27225 93332.1 83361.5 7957.62 102998 13605.9 26241.5 89392.4 75452.4 7016.32 4694.32 7533.54 25178.9 18873.4 85798.6 74987.2 21548.6 10811.4 53438.6 3951.41 22030.6 4888.32 internal_count=1411969 693217 718752 653252 539501 39965 338082 123744 113751 380670 334521 32351 415757 54684 109508 361073 304313 29158 19126 31494 104618 77806 349176 304013 86505 45163 217508 16189 92310 20765 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 1 2 1 2 2 3 0 2 0 0 2 2 3 2 0 1 0 2 2 0 3 2 0 split_gain=8499.42 3851.69 1395.48 775.201 652.089 580.228 470.056 277.244 276.607 271.218 266.754 265.976 256.036 314.611 247.571 434.009 559.307 446.035 249.933 357.087 232.542 222.699 210.144 212.703 201.591 260.439 222.37 190.31 188.471 184.915 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 6.4175000190734872 -2.4999999999999996 1.5000000000000002 74.000000000000014 3.5000000000000004 14763.748535156252 -12.499999999999998 1248.5628051757815 3673.091186523438 1.2994999885559084 49.500000000000007 5342.6640625000009 50.500000000000007 33.500000000000007 17466.614257812504 575.09899902343761 1.0205000042915346 99995.847656250015 48.500000000000007 -7.4999999999999991 31.500000000000004 3673.091186523438 1707.8798828125002 51.500000000000007 2.0774999856948857 7188.3642578125009 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 8 -1 12 24 22 -5 -9 27 13 28 18 16 17 -16 -6 -20 29 -10 -3 -24 25 -2 -26 -12 -4 -11 right_child=2 3 6 9 14 -7 -8 10 21 20 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.035295810150146795 -0.0070101629166718195 0.012796668804451274 -0.021531424341836268 0.023973326397015961 0.00068956800672007328 0.018630641305408657 -0.025886516036091465 -0.014719348847660008 -0.0037791596227787099 0.012875198880646336 -0.00075355194087391186 -0.016124035885103999 -0.001056954072503311 -0.00080441768789947163 0.0052492906323052535 0.0060119603393962431 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304777 16318 34064 28017 27589 29123 7337 161724 17198 5112 25850 51956 20653 77840 18015 3523 10379 59501 internal_value=-1.73603e-06 0.00483901 -0.0045815 0.00383688 0.0028922 0.0254607 -0.00180154 -0.00712957 0.00679795 0.00845363 -0.0108511 -0.00673532 -0.00159439 -0.00669442 0.0017607 -0.000560968 -0.00257571 0.000550334 0.00269276 0.00422112 0.00787481 0.000112016 0.00804618 0.00646235 -0.00640481 -0.00584235 -0.0105707 -0.00324553 -0.0126925 0.00911172 internal_weight=345046 167744 177303 159970 132797 7773.89 84793.2 92509.4 29829.8 27172.8 15079.5 7306 84070.2 8014.69 102967 29495.9 22575.9 15696.6 73471.1 41674.7 26195.8 4692.91 25136.9 18851.7 77429.9 68219.4 9210.58 5326.24 3970.9 21985.6 internal_count=1411969 693217 718752 653252 539501 39965 340964 377788 123744 113751 62892 29790 337403 32626 415757 118793 90776 63187 296964 169061 109508 19126 104618 77806 314896 276228 38668 21463 16308 92310 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 0 1 0 1 3 0 2 3 2 3 2 0 2 2 2 2 2 2 3 3 1 2 split_gain=8006.06 3687.82 1316.52 735.783 666.932 577.456 449.076 345.347 482.81 314.539 312.54 256.659 237.649 299.029 211.694 202.966 320.075 206.923 277.04 515.927 203.033 201.854 219.757 198.032 196.538 349.349 240.815 205.529 195.934 184.511 threshold=1.0000000180025095e-35 3.5000000000000004 3755.7348632812505 10.80550003051758 -1.4999999999999998 1.5000000000000002 74.000000000000014 21398.625000000004 44.500000000000007 -5.4999999999999991 26.500000000000004 6.5000000000000009 1.2994999885559084 49.500000000000007 377.56446838378912 1.0619999766349795 3600.6882324218755 2.0774999856948857 4905.5217285156259 51.500000000000007 3673.103149414063 1006.7319946289064 6409.8125000000009 9188.5839843750018 3673.091186523438 1707.8798828125002 5.4584999084472665 1.1980000138282778 1.5000000000000002 25057.239257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 11 4 7 -1 12 9 -9 -3 -11 24 13 -4 -13 16 -6 18 -17 23 -18 -12 -23 -20 25 28 -27 -26 -2 -19 right_child=2 3 6 -5 15 -7 -8 8 -10 10 21 14 -14 -15 -16 17 20 29 19 -21 -22 22 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.034947141172534182 -0.0059076957451695408 0.01098513646924067 -0.012334723815566453 0.010433269408016253 -0.0011461187655713531 0.018198527957386079 -0.025401050793570967 -0.0052606803401462785 0.012823341672330424 0.0095876282731389827 0.00035837918350888461 -0.019972583218657951 -0.0010025333361175456 -0.00068991403279158685 -0.0089452895089713446 0.00084228183350442147 0.017440847612164544 0.0033204237663405807 -0.018020116286466666 0.0062194642352052954 0.0011583990129607395 0.0075574494910219253 -0.00073990101329359469 -0.006289281242082465 -0.014802733842649502 -0.0014225525141137753 -0.01074041157859185 -0.0064702544121541953 -0.0097629498820365184 -0.001794915011839594 leaf_weight=3122.2545950114727 35508.162107661366 11201.199524179101 3933.5344245731831 13474.166016787291 2568.2494203001261 4556.3685224503279 714.90739278495312 5138.7166522592306 1792.0798025727272 10750.140477821231 10784.970098808408 2230.8933472037315 75405.638544231653 4005.8571592122316 5263.3476432710886 29877.974919691682 2456.6679409295321 38776.299882903695 1951.92638194561 2434.208668500185 958.01818290352821 12513.956829860806 3728.8350681215525 3849.164144217968 4854.2517954558134 18659.874885156751 2881.8097971528769 5905.2012144625187 17817.905429974198 7588.111560344696 leaf_count=18782 144093 47560 16189 57108 10322 21183 3561 20734 7415 44344 43822 9717 302170 16162 21777 119973 10762 157475 7822 9836 3884 51085 15159 15406 20765 74780 11725 24398 73415 30545 internal_value=-1.57061e-06 0.00470038 -0.00444722 0.00372481 0.00310726 0.0250088 -0.00172542 0.00568311 -0.000584737 0.00657004 0.00526096 -0.00690417 -0.00152234 -0.00645928 -0.0122279 0.00151523 0.00685493 0.00113706 -0.000500541 -0.00537235 0.0128727 0.00354005 0.00565264 -0.0102364 -0.00643823 -0.00589337 -0.00266908 -0.0102295 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1.5000000000000002 6.5000000000000009 12411.391601562502 1.532000005245209 5.4584999084472665 20123.864257812504 44.500000000000007 26.500000000000004 -7.4999999999999991 99995.847656250015 52302.683593750007 1.0205000042915346 4.5000000000000009 2243.352905273438 377.56446838378912 18.500000000000004 1637.6347656250002 89440.765625000015 16.500000000000004 51.500000000000007 94.500000000000014 89440.765625000015 2.5000000000000004 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 11 8 -1 -2 9 18 -11 13 -13 -3 -15 16 -5 19 -4 -6 -9 22 -19 -24 27 -26 -27 28 29 -10 right_child=2 3 5 15 17 -7 -8 20 24 10 -12 12 -14 14 -16 -17 -18 21 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.034637603510421576 -0.0062533134777643775 0.012112177170354538 -0.0064726592313871373 0.010833250015904886 -0.00043262090707517516 -0.025366024183871662 0.020091744411145515 -0.019890030178228883 -0.039369670205204946 -0.00075410458470401439 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96908 41070 97009 62682 3725 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 0 2 0 0 1 0 2 3 0 1 3 2 0 3 2 1 2 0 2 2 split_gain=6942.54 3338.42 1182.33 925.554 676.016 422.571 295.495 272.698 258.697 494.276 259.145 258.159 431.621 303.17 272.992 231.201 283.983 219.994 374.479 246.937 209.97 290.024 208.367 205.538 209.492 198.76 198.126 193.174 185.214 185.036 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 12.393000125885012 -1.4999999999999998 74.000000000000014 1.5000000000000002 6.5000000000000009 25918.428710937504 12.393000125885012 7.5000000000000009 30553.010742187504 39.500000000000007 20.500000000000004 -5.4999999999999991 52.500000000000007 99995.847656250015 1.8174999952316286 50.500000000000007 4.5000000000000009 1.0619999766349795 3600.6882324218755 94.500000000000014 2.9229999780654912 1637.6347656250002 -1.4999999999999998 3673.103149414063 17.500000000000004 377.56446838378912 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 11 8 -1 29 9 17 -10 13 -13 -3 -15 16 -12 18 19 -4 21 -6 -17 -22 27 -5 -23 -25 -9 -2 right_child=2 3 5 25 20 -7 -8 28 10 -11 15 12 -14 14 -16 22 -18 -19 -20 -21 23 26 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.034310061378508921 -0.0055558209480602843 0.010868056898919993 -0.0064591015120165152 0.016966628985952328 -0.00080676959842939137 -0.024897613113429733 0.019642984018472111 -0.019410343846882675 0.0040867554408551571 -0.014692307055623625 -0.0011705100178522284 -0.0058918524251546445 0.013392015397324404 0.0094004438202972395 0.003661092312139395 0.0049746708065256749 -0.011495190271209495 -0.00072329968909097032 0.00067615870369700643 -0.018875344656423074 -0.00027942647450109102 0.017044419947587045 -0.015208926778111673 0.0097109294486372195 0.00084061501825949652 0.0088435902404640967 0.00092643513128350217 0.0025118372381589134 -0.0089971073145944432 -0.0098874586167287358 leaf_weight=2986.0839041471481 74713.444705754519 9829.7069198042154 7113.3894839733839 3805.8648949712515 2596.320565611124 697.44432404637337 2109.6483164131641 2186.4598327875137 12408.341006398201 2931.8814739882946 9248.0694744288921 3944.6891141831875 1420.8908762931824 9747.6892139911652 31763.91765345633 5545.7270777225494 3236.7913022786379 35199.893582239747 6086.3803680539131 1808.0260825306177 51073.118159756064 2441.044004201889 502.00635221600533 5874.364523306489 21224.773212984204 9424.0825377702713 954.87114949524403 7820.4020923823118 5177.3031474500895 10072.028026536107 leaf_count=18716 303836 41208 28863 16655 10436 3555 9953 9636 49897 11880 37021 15891 5886 41471 129500 22247 12953 140842 24460 7389 205123 10775 2013 24599 86226 40972 3875 31569 21489 42539 internal_value=-5.79341e-05 0.00432891 -0.00419907 0.00357649 0.00289993 -0.00164227 0.0282378 -0.00655135 -0.00144937 -0.00271914 0.000731411 0.00547623 -0.000785178 0.0061306 0.0050088 -0.00151513 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threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 12.393000125885012 -2.4999999999999996 74.000000000000014 1.5000000000000002 6.5000000000000009 25918.428710937504 12.393000125885012 7.5000000000000009 51.500000000000007 99995.847656250015 1.8174999952316286 50.500000000000007 5.5000000000000009 94.500000000000014 1.0205000042915346 18.500000000000004 89440.765625000015 1637.6347656250002 -1.4999999999999998 142.00050354003909 22009.412109375004 44.500000000000007 31.500000000000004 -7.4999999999999991 3600.6882324218755 3991.455688476563 1338.8272094726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 23 8 -1 -2 9 13 -10 12 -12 14 15 -4 -13 27 19 20 -19 -5 -20 25 -25 -3 -27 -6 -29 -9 right_child=2 3 5 21 17 -7 -8 29 10 -11 11 16 -14 -15 -16 -17 -18 18 22 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.033991911280789697 -0.0058930825878579091 0.010603040397110812 -0.0065023647528738241 0.016538031532386477 0.00074187278581042105 -0.024438612460743653 0.019204097068819544 -0.016642137520435436 0.0039653035445318735 -0.014273887067805994 -0.0011704303049008288 0.0047705960896109985 -0.011090942986584505 -0.00070160144327193136 0.00065586054117847386 -0.019408274448698689 -0.014743556665165292 0.0096168507898430743 0.010403892307457988 -0.0090605529294910479 0.0026614707630669993 0.0085990247159544262 0.00076570888921313805 -0.0030250701359155296 0.012714708193052222 0.011459369692330069 0.0034424896174269043 0.023085625685962868 -0.0033646147937681434 -0.0073028847561414645 leaf_weight=2924.543728530407 84717.612089708447 10804.9779907763 7386.5341958701611 3787.6416366547346 1100.410052716732 689.35074828565121 2093.375118881464 3504.5708945989609 12404.797592103481 2927.3601636886597 9193.1610970497131 5605.9690201580524 3229.1970711201429 35199.958750382066 6086.5055601000786 1527.3126938194036 502.31134228408337 8114.0134611278772 1819.6483758538961 2054.2315711081028 12547.984090894461 9401.6950362324715 88832.182048380375 3258.4136699289083 1035.4344517141581 4342.2840283364058 13235.596487507224 1111.5300630331039 346.6324205249548 3838.3932634890079 leaf_count=18716 346375 45595 29997 16655 4436 3555 9953 15394 49897 11880 36802 22494 12925 140842 24460 6255 2013 33919 7314 8221 51466 40972 357987 13211 4341 18683 54680 5284 1422 15731 internal_value=-5.61313e-05 0.0042046 -0.00407583 0.00347209 0.0028147 -0.00159354 0.0278227 -0.00636106 -0.0014062 -0.00263821 0.000709605 -0.00146983 -0.00374927 -0.00195969 -0.00491192 -0.00871368 0.00316586 0.00176902 0.00158568 0.00408584 0.00539286 0.0108789 0.000959176 0.00652444 0.000770478 0.00739492 0.00542291 0.00989241 0.0167979 -0.0117602 internal_weight=343624 166811 176813 161793 148603 84752.5 5017.92 92060.6 84063.1 53127.7 30935.4 18530.6 12422.4 50200.3 15000.4 8913.85 6108.28 115927 113368 22716.2 20662 13189.3 90651.8 32676.7 4293.85 28382.9 17577.9 2558.57 1458.16 7342.96 internal_count=1411475 692855 718620 664186 606559 341120 28669 377500 337565 213434 124131 74234 49727 201554 60712 36252 24507 470049 458907 93606 85385 57627 365301 136510 17552 118958 73363 11142 6706 31125 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 0 2 1 2 2 3 0 2 3 3 2 2 3 2 2 2 0 2 0 0 0 2 split_gain=6158.97 3079.86 1050.33 831.105 607.883 384.379 297.302 249.012 325.08 290.842 248.68 290.42 292.33 265.176 251.247 232.665 248.787 263.745 207.775 255.29 198.774 268.354 196.092 182.569 175.044 182.449 218.283 170.391 259.541 217.679 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 10.80550003051758 -1.4999999999999998 74.000000000000014 1.5000000000000002 16543.466796875004 50.500000000000007 619.68685913085949 2.5000000000000004 1395.3037719726565 3673.091186523438 2.0774999856948857 47.500000000000007 12411.391601562502 1.532000005245209 5.0659999847412118 99995.847656250015 30553.010742187504 1.0619999766349795 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0.00337068 0.00266544 -0.00154627 0.0274151 0.00512731 0.000466859 0.00598947 -0.00617603 -0.00903497 -0.00514862 -0.0018854 -0.0136285 -0.00136433 -0.00320146 -0.00195926 0.0099312 0.0117817 0.00114307 0.00643255 -0.00825139 0.0120112 0.0075726 0.00477922 0.000913594 -8.14051e-06 -0.00178835 0.00177345 internal_weight=343310 166608 176702 161667 145975 84726.5 4941.05 55776.4 8707.43 47069 91975.7 21100.6 9507.78 6865.73 2642.06 84045.1 35693.7 28647 15692 12189.3 90198.2 5970.8 7046.71 3374.54 32446.1 12445.4 5835.89 48351.4 24185.1 24166.4 internal_count=1411475 692855 718620 664186 595928 341120 28669 230527 35532 194995 377500 88227 38870 27679 11191 337565 143648 114763 68258 53393 365401 25086 28885 14650 134861 51467 24160 193917 96908 97009 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 0 2 2 3 0 0 2 2 2 3 2 3 0 1 0 2 2 3 0 2 1 split_gain=5800.86 2958.17 990.139 785.866 572.978 366.596 298.052 240.778 234.737 306.458 274.54 222.223 439.019 224.593 213.009 198.214 197.084 248.184 187.558 253.842 185.181 328.47 222.711 184.429 174.408 328.584 210.074 208.727 173.363 172.855 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 10.80550003051758 -1.4999999999999998 74.000000000000014 1.5000000000000002 6.5000000000000009 16543.466796875004 50.500000000000007 619.68685913085949 25918.428710937504 12.393000125885012 8.5000000000000018 52.500000000000007 94494.871093750015 99995.847656250015 52302.683593750007 1.0619999766349795 3600.6882324218755 1.8174999952316286 50.500000000000007 3.5000000000000004 94.500000000000014 3673.091186523438 1707.8798828125002 5.9049999713897714 51.500000000000007 3673.103149414063 27.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 8 11 -1 24 10 -10 -3 12 20 -13 15 -15 17 -5 19 -6 21 22 -4 -16 25 -2 -27 -26 -21 -9 right_child=2 3 5 16 18 -7 -8 29 9 -11 -12 13 -14 14 23 -17 -18 -19 -20 28 -22 -23 -24 -25 27 26 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8537.7046262472868 5542.2503115534782 3113.7579497843981 3500.2589997500181 1744.4360852092505 84222.144571349025 2407.7489048987627 35198.183690786362 6084.0394189208746 2199.6004230231047 502.52713005244732 5680.4450862407684 18772.466628879309 2729.0993333011866 4342.4319625496864 954.70567816495895 670.18199469149113 leaf_count=18716 217394 60134 27230 45391 10436 3555 9953 28352 27321 8211 134861 53219 11880 34184 22247 12468 14865 8002 340315 10775 140842 24460 9022 2013 23283 75282 11160 19256 3875 2773 internal_value=-5.26882e-05 0.00396616 -0.00384005 0.00327204 0.00258682 -0.00150035 0.0270146 -0.00599691 0.0049785 0.000453099 0.0058163 -0.00132367 -0.00250104 0.000697887 -0.00151268 -0.0038834 0.00966134 0.0114687 0.00110903 0.00625258 -0.00184289 -0.00463615 -0.00830897 0.00305694 -0.00554561 -0.00504612 -0.00191767 -0.00926113 0.0116936 -0.0112228 internal_weight=343002 166415 176586 161550 145903 84702.9 4865.17 91883.5 55721.9 8704.48 47017.4 84029.5 53102.4 30927.1 17696.2 11651.5 15647.3 12147.1 90181 5958.85 50181.1 14982.9 8898.87 6044.78 84579.4 74556.5 21501.6 10022.9 3362.45 7304.09 internal_count=1411475 692855 718620 664186 595928 341120 28669 377500 230527 35532 194995 337565 213434 124131 70912 46652 68258 53393 365401 25086 201554 60712 36252 24260 346375 303836 86442 42539 14650 31125 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 2 0 0 2 2 2 2 1 0 3 1 2 3 3 3 2 2 0 2 0 2 3 0 2 split_gain=5579.91 2810.63 966.842 781.357 447.234 325.074 289.687 287.966 280.257 278.021 267.163 243.812 411.479 384.809 250.049 243.097 234.892 213.01 228.851 245.514 209.115 222.809 191.31 174.37 175.149 221.482 171.835 146.518 232.4 142.122 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 5.9049999713897714 -1.4999999999999998 74.000000000000014 13264.737792968752 50.500000000000007 1.5000000000000002 619.68685913085949 94494.871093750015 3673.091186523438 1637.6347656250002 2.5000000000000004 47.500000000000007 2.0774999856948857 -1.4999999999999998 12411.391601562502 1.532000005245209 5.0659999847412118 1.0619999766349795 3600.6882324218755 8226.4770507812518 42.500000000000007 3673.091186523438 48.500000000000007 3673.103149414063 14.476500034332277 85.500000000000014 52302.683593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 11 4 6 17 9 -8 -1 -3 16 12 13 -2 -13 -14 -5 18 22 -20 21 -6 -4 -11 -25 -26 -23 28 -12 -18 right_child=2 3 5 10 20 -7 7 -9 -10 23 27 14 15 -15 -16 -17 29 -19 19 -21 -22 26 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.032928298332793204 -0.0053739700015385692 0.0020889149809106217 -0.011832434587931432 0.012764252402330012 -0.00030651642161168817 -0.022374477632133839 -0.0042243826703077672 0.0089753811372521794 0.01822531956176952 0.0092847673095698812 -0.0072962596762352529 -0.00401237296683629 -0.00025314658594915122 -0.011446318048637808 -0.013414564082497658 -0.0070364735790163103 0.005893376525192286 9.059097659588871e-05 -0.00033983273461480864 -0.0071438778747192127 0.00042359720661183696 0.015689566525326531 -0.0017229928606845729 0.007777372944166288 -0.0083348888036770472 0.0047316796172886437 0.0005689993811155465 0.0062248052663202297 0.018079597884672265 0.014708423375221095 leaf_weight=2739.9235023260117 44087.728214278817 14348.690296426415 4237.8867539912462 8640.2500405609608 2598.4438510984182 658.09550508856773 5777.9253352731466 2003.1815866678953 2032.1615164726973 15886.468751251698 2268.8338584750891 3994.7425137609243 18263.767310187221 11934.956544935703 7018.1386003643274 6428.4578742384911 16582.686957418919 48343.55255651474 22626.538065567613 6048.9005772471428 73394.949781998992 2390.8651754260063 2796.3621973097324 6446.2688221335411 1745.5745096057653 3525.4251196533442 943.30037671327591 2748.5963622629642 379.08840388059616 1827.5083643943071 leaf_count=18683 179974 59018 17613 37346 10444 3515 23334 8382 9888 66240 9114 16435 73160 51028 30464 26209 70579 193934 90513 24389 295378 10751 11291 26699 7151 14701 3829 11851 1593 8062 internal_value=3.33766e-05 0.00397652 -0.00368273 0.00330608 0.00225982 -0.00137183 0.0044902 -0.000826213 0.0266671 0.00547626 0.00746767 -0.00581687 -0.00524556 -0.00666761 -0.0100041 -0.00201914 0.00868356 -0.00120739 -0.00296459 -0.0017751 0.000861514 0.00627918 -0.00781357 0.00723704 0.00446069 0.00040448 0.0114117 0.00137297 -0.00366334 0.00676841 internal_weight=342719 166280 176439 161508 129061 84711.3 49733.5 7781.11 4772.09 41952.4 32447 91727.8 80714.9 56022.7 11012.9 24692.2 27050.4 84053.2 35709.7 28675.4 79327.6 5932.61 7034.25 27603.7 11717.3 5271 3334.17 5396.52 2647.92 18410.2 internal_count=1411568 693043 718525 664472 525927 341255 205525 31716 28571 173809 138545 377270 330371 231002 46899 99369 115987 337740 143806 114902 320402 25024 28904 114791 48551 21852 14580 22558 10707 78641 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 2 2 1 0 3 2 0 3 0 2 2 3 3 2 0 2 2 0 2 0 2 split_gain=5255.7 2699.8 911.669 737.92 433.021 309.871 280.953 258.595 255.323 230.882 388.229 364.643 237.19 229.032 210.902 423.294 214.223 259.768 206.413 200.521 215.83 231.152 193.666 648.794 328.234 218.181 188.118 180.722 180.696 223.956 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 5.9049999713897714 -4.4999999999999991 74.000000000000014 1.5000000000000002 -12.499999999999998 94494.871093750015 3673.091186523438 1637.6347656250002 2.5000000000000004 47.500000000000007 2.0774999856948857 14763.748535156252 51.500000000000007 1.0205000042915346 36.500000000000007 6113.6403808593759 12411.391601562502 1.532000005245209 5.0659999847412118 4805.4782714843759 48.500000000000007 1006.7319946289064 142.00050354003909 43.500000000000007 8226.4770507812518 6.5000000000000009 52302.683593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 9 4 18 19 -1 -5 28 10 11 -2 -11 -12 16 -16 -6 -18 -3 20 27 -22 24 -24 25 -19 -26 -4 29 -9 right_child=2 3 5 7 14 -7 -8 8 -10 12 13 -13 -14 -15 15 -17 17 22 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.032639690223573936 -0.0052168186439350813 0.0094026428683527986 -0.011501782977182911 0.021328181885496265 0.010402143298259826 -0.021953808500403519 0.017818327396353327 0.0094338503962126431 0.00068502960310605802 -0.0038946035191310064 -0.00024555198987672924 -0.011135006923344102 -0.013059744412370441 -0.0068320722509931054 -0.0046542279535639417 0.00688629995843432 0.0036434853712842496 0.0095769853297609162 0.0018709500867549822 8.787372368726943e-05 -0.00032963521331885504 -0.0069329053376146251 -0.012270288314048883 0.0042718769011975107 0.0083719496551448239 -0.0020115564546211878 0.0021914255311242716 -0.0016715501481564235 0.0064328348322928736 0.022930949428130242 leaf_weight=2682.1021045595407 44053.889867335558 10189.530460804701 4229.0608973503113 1134.4825756847858 2699.4996683299541 650.69748595356941 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0.0120488 internal_weight=342401 166084 176318 161385 129003 84691.8 4698.56 32382.5 31248.1 91626 80640.9 55955 10985.1 24685.9 113987 15138 98849.2 96149.7 15015.4 84041.1 35697.6 28672.6 55195.1 8549.73 46645.4 23553.9 23091.5 7025.02 26038.3 7083.18 internal_count=1411568 693043 718525 664472 525927 341255 28571 138545 133457 377270 330371 231002 46899 99369 462009 60958 401051 389191 63918 337740 143806 114902 223015 34478 188537 94905 93632 28904 111696 31991 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 1 2 0 0 3 2 2 3 3 2 1 0 2 2 3 0 1 3 0 2 2 split_gain=4950.31 2593.17 859.625 698.656 418.057 295.363 281.524 248.517 227.026 222.307 220.099 407.253 256.861 230.47 202.571 188.765 203.55 217.632 177.436 176.836 172.844 164.461 237.243 195.536 192.601 291.436 181.409 159.169 201.48 150.245 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 6.4175000190734872 -4.4999999999999991 74.000000000000014 1.5000000000000002 -12.499999999999998 99995.847656250015 5.5000000000000009 15066.298339843752 51.500000000000007 20.500000000000004 1.0205000042915346 15423.644531250002 12411.391601562502 1.532000005245209 5.0659999847412118 370.03324890136724 2.5000000000000004 27.500000000000004 3673.091186523438 1637.6347656250002 1.1980000138282778 51.500000000000007 1.5000000000000002 5.9049999713897714 4.5000000000000009 52302.683593750007 937.66867065429699 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 9 4 14 15 -1 -5 27 21 12 -12 -6 -14 -3 16 19 -18 -11 -4 -16 22 -2 24 25 -23 -24 28 -9 -15 right_child=2 3 5 7 10 -7 -8 8 -10 18 11 -13 13 29 20 -17 17 -19 -20 -21 -22 23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.032357563824098427 -0.0056171775925164943 0.0084165909694688384 -0.0044651303928445116 0.021758894724071186 0.0058899476224740345 -0.021540340188636126 0.01741968055201561 0.0083542336796823876 0.00085830556724864006 -0.01649987972147211 -0.004540927295877204 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297336 41432 20216 9989 86555 100366 15891 342626 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 0 1 2 1 3 2 2 3 0 0 2 0 3 0 1 2 0 1 2 2 2 3 split_gain=4662.59 2490.55 810.511 659.874 403.997 281.966 281.517 267.35 275.711 242.208 233.946 211.741 180.528 209.421 178.418 357.888 223.822 240.717 252.034 184.851 181.54 300.77 288.766 184.409 203.515 190.401 161.653 159.356 241.482 200.064 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 6.4175000190734872 -1.4999999999999998 1.5000000000000002 74.000000000000014 15066.298339843752 52.500000000000007 -1.4999999999999998 619.68685913085949 6.5000000000000009 1.0619999766349795 3600.6882324218755 36363.248046875007 17.333499908447269 6.5000000000000009 52.500000000000007 99995.847656250015 82.500000000000014 2.0774999856948857 50.500000000000007 5.5000000000000009 5006.9262695312509 46.500000000000007 31.500000000000004 3673.103149414063 3673.091186523438 1637.6347656250002 1.1980000138282778 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 11 4 7 -1 14 10 -9 -5 -3 27 13 -6 15 19 -16 18 -18 20 21 22 -4 24 -24 -25 -15 28 -2 -29 right_child=2 3 6 9 12 -7 -8 8 -10 -11 -12 -13 -14 26 16 -17 17 -19 -20 -21 -22 -23 23 25 -26 -27 -28 29 -30 -31 leaf_value=0.032081467319420694 -0.005536725774022617 0.0019778104828956922 -0.0042633900606686443 0.011230977659851187 -0.00052192235160838994 0.017029111724704022 -0.021133783383592307 -0.0043257938449116871 0.0091748768989526486 0.0052941234451464514 0.0066502943556443874 -0.010240847856435148 0.00040955286288222551 0.015037838422227837 0.0046166562037979692 -0.01329317316142367 -0.00025360840937301466 0.004521085177521947 -0.0099709235468755306 -0.010337584952520741 0.00014716957342033864 0.0011699037742955846 0.0094712094290902906 -0.024990926035571182 -0.03568640628471647 0.0092449290142021974 0.00034731133726234625 -0.012977541946490333 -0.0017912132518976133 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156.744 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 12.393000125885012 -1.4999999999999998 1.5000000000000002 74.000000000000014 3673.091186523438 1637.6347656250002 2.5000000000000004 47.500000000000007 2.0774999856948857 28492.581054687504 41.500000000000007 26.500000000000004 -7.4999999999999991 -1.4999999999999998 12411.391601562502 1.532000005245209 5.0659999847412118 2385.3286132812505 8226.4770507812518 1006.7319946289064 4905.5217285156259 1.0205000042915346 2.0774999856948857 43.500000000000007 19.500000000000004 1637.6347656250002 89440.765625000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 12 -1 17 8 9 -2 -9 -10 14 -14 -3 -16 -5 18 21 -20 -18 -4 -17 26 -6 -25 -24 28 -26 -30 right_child=2 3 6 16 24 -7 -8 10 11 -11 -12 -13 13 -15 15 22 20 -19 19 -21 -22 -23 23 25 27 -27 -28 -29 29 -31 leaf_value=0.031810962981744663 -0.0047377665298756989 0.0085387493513549417 -0.010862341438537352 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12520.2 internal_count=1411568 693043 718525 664472 606803 28571 341255 377270 330371 231002 46899 99369 233652 23148 210504 148237 57669 337740 143806 114902 40945 28904 125753 77774 373151 26004 51770 363979 82727 51251 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 0 2 3 0 2 0 2 2 0 2 1 2 3 0 0 2 2 1 2 2 2 0 0 2 0 split_gain=4123.02 2366.77 686.953 528.849 475.436 372.243 377.214 274.604 216.755 287.571 519.874 285.387 260.99 209.118 233.994 191.444 174.866 277.79 213.027 180.525 190.903 167.619 164.888 164.354 161.294 233.381 154.064 148.838 149.502 143.403 threshold=1.0000000180025095e-35 3.5000000000000004 3673.103149414063 1.5000000000000002 -4.4999999999999991 18.500000000000004 58108.183593750007 74.000000000000014 49.500000000000007 5342.6640625000009 34.500000000000007 2428.711791992188 17918.074218750004 44.500000000000007 472.45382690429693 5.5000000000000009 29455.711914062504 12.393000125885012 7.5000000000000009 52.500000000000007 99995.847656250015 377.56446838378912 -18.499999999999996 134.73744964599612 2680.677124023438 13264.737792968752 94.500000000000014 51.500000000000007 52302.683593750007 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 15 -1 22 6 24 16 9 13 12 -10 -11 14 23 -2 17 -4 -18 20 -20 -17 -3 -7 -6 -26 -21 -13 -29 -8 right_child=2 4 7 -5 5 8 29 -9 11 10 -12 27 -14 -15 -16 21 18 -19 19 26 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.031882368383292899 -0.0045540047170064017 0.01531449190523485 -0.001520013083459524 0.01443216443573828 0.0090042081660236268 0.013060782603867001 0.0044987492199633607 -0.021006346476924526 1.7457731981308962e-05 0.0047491104757533958 -0.0093953767696780474 0.011222554676984887 -0.0038647884310718844 -0.0023582559111422915 0.004361750993381334 -0.015500288957197877 0.0039177055417476342 -0.010099188522781763 -0.0010415868479896741 0.0047211736437315216 -0.009674694179795218 -0.0065008891937585328 0.0062520953646108659 -0.00080639310328452154 0.00084717460853757213 0.0077896538971774015 -0.012850624784231983 0.0032913618990949396 0.012255340020343264 -0.0056553132545161082 leaf_weight=2465.0515024363995 82317.463212519884 2043.2682942152023 51869.752840399742 4271.6221591085196 11199.600764021277 805.25398559868336 1872.7249535173178 628.55240254104137 14948.427227199078 6877.8136609196663 6992.7420887649059 3398.3326681405306 5865.3578699380159 10462.088510930538 23465.62583771348 2654.9543835222721 11693.775917425752 3634.8132261931896 7959.1400484740734 4936.530135884881 3245.1978978514671 6241.9230544567108 15622.852181479335 17186.446498543024 8538.3465433716774 8900.8566758334637 494.00441545248032 14523.183576598763 1892.7395392805338 3775.1014970242977 leaf_count=18721 338778 9199 208539 21228 47590 3252 7864 3551 60388 27886 28070 15090 23470 42275 95078 12088 47094 14799 31868 19832 13001 26297 66869 69346 35909 37884 1978 59039 7878 15148 internal_value=-1.61878e-06 0.00340217 -0.00320064 0.0208175 0.00266137 0.00207894 0.00479741 -0.00125111 0.00120308 0.000260034 -0.00282248 0.00314694 0.000784352 0.00143178 0.00238823 -0.00500584 -0.00110299 -0.00208184 0.000814874 -0.00136632 -0.00354206 -0.00918644 0.00730025 -0.00018574 0.0061948 0.00439057 0.0031227 0.00550791 0.0043249 -0.0022884 internal_weight=340784 165107 175676 6736.67 158371 140705 34286.6 84461.8 106418 71655.3 19735.9 34762.7 12743.2 51919.4 41457.3 91214.3 83833.2 55504.6 28328.6 16634.9 11204.3 8896.88 17666.1 17991.7 28638.8 17439.2 5430.53 19814.3 16415.9 5647.83 internal_count=1410009 692184 717825 39949 652235 576167 144395 340662 431772 289377 79426 142395 51356 209951 167676 377163 337111 223338 113773 66679 44869 38385 76068 72598 121383 73793 21810 82007 66917 23012 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 0 3 2 2 1 0 3 3 2 3 0 0 2 0 3 0 1 1 2 0 2 2 2 2 3 split_gain=3883.08 2268.06 647.392 599.463 409.415 294.845 261.789 182 346.342 317.633 196.49 183.165 169.885 165.353 309.553 229.901 213.787 196.04 170.169 158.237 261.62 268.007 190.508 187.769 177.186 156.527 152.252 189.741 220.129 304.818 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 7.5000000000000009 -3.4999999999999996 1.5000000000000002 74.000000000000014 3673.091186523438 1768.4891357421877 2.5000000000000004 51.500000000000007 2.0774999856948857 1.0205000042915346 36363.248046875007 17.333499908447269 6.5000000000000009 56.500000000000007 99995.847656250015 83.500000000000014 2.0774999856948857 50.500000000000007 5.5000000000000009 29.500000000000004 5006.9262695312509 46.500000000000007 10120.596191406252 112.33882141113283 282.07974243164068 5342.6640625000009 2.0774999856948857 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 -3 -5 -1 13 8 9 -2 12 -10 -9 14 18 -15 17 -17 19 20 21 -4 23 24 -23 -16 -6 -28 -29 -30 right_child=2 3 6 4 26 -7 -8 10 11 -11 -12 -13 -14 15 25 16 -18 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5843.1195876896381 5777.6244481056929 9648.0206527858973 796.94674433767796 6703.5812222510576 4370.3653492182493 3779.7487614005804 1797.431962877512 34680.095394179225 7939.3377004265785 340.62629702687263 223.72721508145332 1409.0471695810556 109.98619946837425 1590.8576139360666 17347.977229744196 66708.847099021077 11565.087634921074 28884.706117406487 leaf_count=18721 183564 54856 42333 95645 5760 10054 3551 2540 70376 52206 20597 23929 23951 38899 3326 26842 17564 15150 7205 138856 31925 1381 910 5779 495 6446 69843 272952 46608 117745 internal_value=-1.46781e-06 0.00330416 -0.00310639 0.00272259 0.00219656 0.0245868 -0.00121389 -0.00485986 -0.00436544 -0.00563079 -0.00849504 -0.00129482 -0.00510389 -0.00107006 -0.00192641 0.00100318 -0.00133886 -0.00366269 -0.00148258 -0.00118644 -0.0032792 -0.00598163 -0.0158052 -0.0189517 -0.00209483 -0.0125084 0.00153201 0.00142033 0.00189154 0.0001454 internal_weight=340498 164919 175580 160532 148320 4386.71 84442.3 91137.3 80225.8 56814 10911.4 23411.9 6382.57 83820.9 59319.2 24501.7 14853.7 10483.3 56931.4 55133.9 20453.8 12514.5 2083.39 1859.66 450.612 2387.8 125934 124507 107159 40449.8 internal_count=1410009 692184 717825 663409 608553 28775 340662 377163 330075 235770 47088 94305 26491 337111 238656 98455 59556 41992 228884 221679 82823 50898 8565 7655 1876 9772 512908 507148 437305 164353 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 0 3 1 1 2 3 0 0 2 1 2 2 3 2 0 0 2 2 0 0 0 2 0 2 0 split_gain=3657.04 2177.54 610.348 566.717 386.196 294.859 249.547 178.029 156.863 156.799 253.533 191.732 160.035 169.296 150.946 145.39 198.089 216.124 166.543 314.643 483.923 437.921 278.193 199.951 165.737 145.377 142.565 138.805 136.505 136.016 threshold=1.0000000180025095e-35 2.5000000000000004 3673.103149414063 7.5000000000000009 -3.4999999999999996 1.5000000000000002 74.000000000000014 5.5000000000000009 29.500000000000004 29455.711914062504 12.393000125885012 7.5000000000000009 52.500000000000007 99995.847656250015 -1.4999999999999998 134.73744964599612 282.07974243164068 1.0205000042915346 3673.091186523438 48.500000000000007 34.500000000000007 27647.242187500004 4417.2790527343759 18.500000000000004 25.500000000000004 93.500000000000014 21398.625000000004 44.500000000000007 52302.683593750007 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 14 26 -1 9 29 -9 10 -4 -11 13 -13 -3 -6 24 -18 23 20 21 -20 -22 -19 -17 -14 -5 -28 -21 -2 right_child=2 3 6 4 15 -7 -8 8 -10 11 -12 12 25 -15 -16 16 17 18 19 28 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.03137552019674987 -0.0031991334780416677 0.014092453117689745 -0.0014288553880376211 0.0067385856074777886 0.0096842260586246023 0.015631934573523659 -0.020227642667803122 -0.0098109144010936553 0.006415287352085036 0.0037230830553373574 -0.0096322018552397071 -0.00098559010701396946 0.0047637299294849434 -0.0091176796201965886 0.006730220669767353 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14799 31868 19164 13001 38742 3197 9357 41986 89912 54315 15895 34337 27810 156021 64663 2646 9961 3106 7672 150357 internal_value=-1.36524e-06 0.00320841 -0.00301536 0.00264252 0.00213154 0.0242284 -0.00117787 -0.00471917 -0.00876048 -0.00103821 -0.00196522 0.000778324 -0.00129113 -0.00333979 0.00886405 0.00148638 0.00135961 0.00183528 0.00164731 0.000540647 -0.000811191 0.00112364 -0.00624514 0.00293618 -0.00166321 0.00293663 0.00576531 -0.000132069 0.00424562 -0.00428368 internal_weight=340216 164757 175459 160438 148261 4319.22 84417.6 91041.4 8856.11 83803.3 55487.3 28315.9 16629.4 11201.5 12176.8 125907 123989 107131 105086 56539.4 41424.7 30547.8 10876.9 48546.8 16858.2 5427.92 22354.2 3166.64 15114.7 82185.3 internal_count=1410009 692184 717825 663409 608553 28775 340662 377163 38385 337111 223338 113773 66679 44869 54856 512908 505165 437305 427948 229941 167954 124249 43705 198007 67860 21810 95645 13067 61987 338778 is_linear=0 shrinkage=0.03 Tree=43 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 0 3 3 2 2 2 2 2 3 0 2 3 2 1 2 0 0 2 0 0 2 0 0 2 2 split_gain=3444.13 2090.28 580.696 535.701 366.498 294.725 242.126 238.595 340.842 284.958 306.282 302.175 360.518 279.883 259.572 219.188 298.328 176.486 155.96 163.453 199.053 192.03 152.348 150.14 197.602 176.058 674.513 395.915 1168.25 382.62 threshold=1.0000000180025095e-35 2.5000000000000004 11617.274414062502 7.5000000000000009 -5.4999999999999991 1.5000000000000002 74.000000000000014 1.1980000138282778 215.8664245605469 2871.6833496093755 1707.8798828125002 257.27976989746099 173.86003112792972 5.9049999713897714 49.500000000000007 767.85998535156261 1.532000005245209 308.54922485351568 -1.4999999999999998 84255.890625000015 26.500000000000004 55.500000000000007 20123.864257812504 17.500000000000004 48.500000000000007 89440.765625000015 2.5000000000000004 2.5000000000000004 99995.847656250015 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 -3 22 -1 23 9 -9 10 11 12 -2 15 -13 16 17 -10 19 20 -6 -21 -5 25 -25 26 29 28 -27 -4 right_child=2 3 6 4 18 -7 -8 8 13 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.031128729650284261 -0.0082141070008061885 0.0086233364985002676 -0.037377125564510734 0.0083292384680683628 0.0066225742470394471 0.015276994654352501 -0.019385507801088886 -0.0093625144052079095 0.010455617345231314 -0.010907881246615837 0.0011719818050060196 -0.020911155952257413 0.0074872763738883449 -0.0069841840869658148 -0.0040195760028930039 -0.001091077316398404 -0.0056598797855623648 -0.0035346294648232811 0.00090957726395197059 -0.011573022400442974 0.0020937704242927806 0.014630358968261988 -0.00043158154799144015 -0.0041259804029238518 0.0012691465616101009 -0.030444540831525129 0.0048717750369207278 -0.0061348947131975974 0.017849070629502931 0.0016417352093077875 leaf_weight=2306.6004245430231 4437.7843856215477 12141.870535537601 550.81713654100895 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0.00161632 0.00341219 -0.00184179 0.00767525 -0.0213547 internal_weight=339940 164573 175366 160320 148178 4252.98 50733.2 124633 99884.5 24748.6 15707.2 9798.37 6308.78 92004.1 3489.59 79239 26121.3 3267.83 135203 43102.1 41520.5 1581.62 12975.3 50146.7 24632.5 25514.3 16793.2 8721.09 2711.09 934.591 internal_count=1410009 692184 717825 663409 608553 28775 204747 513078 409387 103691 64634 40957 26402 376507 14555 324000 108661 13663 552301 177761 171335 6426 56252 201319 98789 102530 67443 35087 10932 3779 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 0 3 3 2 2 2 2 2 3 0 2 3 2 3 2 0 2 2 0 0 3 2 2 1 2 split_gain=3243.47 2006.33 547.033 506.352 345.986 294.444 230.433 225.388 321.72 269.602 288.791 286.062 349.431 263.857 234.702 206.567 281.009 165.69 150.758 299.79 343.921 207.744 443.057 351.641 234.593 204.329 203.228 180.185 144.057 143.966 threshold=1.0000000180025095e-35 2.5000000000000004 11617.274414062502 7.5000000000000009 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376507 14709 324000 108661 13663 552301 207298 36753 345003 274297 70706 50612 136366 170545 137931 54856 56252 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 2 0 2 1 3 3 3 0 2 2 1 0 0 2 2 0 2 0 0 0 1 2 2 0 split_gain=3125.6 1977.86 536.46 492.825 394.889 229.959 221.177 236.418 234.718 214.025 213.449 192.137 183.336 172.892 239.4 159.8 159.124 141.909 218.249 217.624 161.15 135.175 134.921 264.631 130.838 125.91 123.942 123.084 112.822 112.71 threshold=1.0000000180025095e-35 3.5000000000000004 12411.391601562502 1.5000000000000002 -1.4999999999999998 5.0659999847412118 11087.062988281252 48.500000000000007 1164.8808593750002 3.5000000000000004 74.000000000000014 5.9049999713897714 5.9049999713897714 45.500000000000007 767.85998535156261 2680.677124023438 27.500000000000004 49.500000000000007 44.500000000000007 14763.748535156252 2510.8642578125005 51.500000000000007 3673.091186523438 37.500000000000007 96.500000000000014 63.500000000000007 -12.499999999999998 377.56446838378912 3673.103149414063 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 -1 5 6 8 -8 -3 12 24 17 13 14 -2 -13 27 18 19 -6 -19 28 25 -24 -4 -10 -7 -11 -22 -25 right_child=2 4 10 -5 11 26 7 -9 22 16 -12 15 -14 -15 -16 -17 -18 20 -20 -21 21 -23 23 29 -26 -27 -28 -29 -30 -31 leaf_value=0.030765950310538661 -0.0041497324512746988 0.0016406544239076025 0.0002268652629641423 0.013265951637293358 0.0013635838457698567 0.017392467073258772 -0.004318652000835168 0.0072218655365742365 0.0099283166334726749 -0.01163798761243847 -0.018300205621019656 0.0080667003134750215 -0.0066816044625811364 -0.0041895496661978658 7.6382140401076549e-05 0.0021177382175834383 0.0043535781863719251 -0.0002986258862493994 -0.0047328594814165844 -0.0042175243458605228 0.014150481869990444 0.0031295004933571311 0.0083536198202710486 -0.0045726307702783466 -0.023048556294483213 -0.006344436235308829 0.0070282100888862872 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0.00117732 -0.00325143 -0.00279754 -0.00160322 0.00380365 -0.00659752 0.00051331 -0.000301717 0.000488905 0.00249321 0.00474404 0.00632026 0.00436042 0.000121668 0.00912297 0.00805353 -0.00723426 0.0106409 -0.000224156 internal_weight=339865 164463 175402 6369.57 158093 58934.9 47285.5 8063.98 39221.5 126519 48882.9 99158.5 105981 93595.8 50375 20010.8 20538 79147.8 56067.5 47578.4 23080.3 12778.2 22106.7 13009.6 48310.2 9097.12 11649.4 19409.5 2746.61 6056.33 internal_count=1411949 693151 718798 40072 653079 247365 196886 33067 163819 521413 197385 405714 434389 383445 204946 85354 87024 320360 225992 191826 94368 52952 92908 54708 193963 38200 50479 82372 12385 25336 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 2 0 2 1 2 3 3 2 3 3 2 3 0 2 0 0 2 2 0 2 0 0 0 1 split_gain=2943.52 1890.74 505.292 489.198 372.257 217.346 208.352 222.608 221.47 203.66 208.62 203.032 181.031 153.552 293.638 226.886 150.973 150.26 161.568 151.789 133.614 205.297 204.781 151.868 128.145 127.448 249.671 123.122 118.779 118.104 threshold=1.0000000180025095e-35 3.5000000000000004 12411.391601562502 1.5000000000000002 -1.4999999999999998 5.0659999847412118 11087.062988281252 48.500000000000007 1164.8808593750002 2.5000000000000004 1443.1333007812502 74.000000000000014 5.9049999713897714 3673.091186523438 1.5979999899864199 2.0774999856948857 2680.677124023438 5.9049999713897714 45.500000000000007 767.85998535156261 49.500000000000007 44.500000000000007 14763.748535156252 2510.8642578125005 51.500000000000007 3673.091186523438 37.500000000000007 96.500000000000014 63.500000000000007 -12.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 -1 5 6 8 -8 -3 17 -11 27 20 15 -15 -12 -14 18 19 -2 21 22 -6 -22 -25 28 -27 -4 -10 -7 right_child=2 4 11 -5 12 29 7 -9 25 10 13 -13 16 14 -16 -17 -18 -19 -20 -21 23 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.030531970045659731 -0.0035132994374956115 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12764.8 22076.6 12996.6 48309.9 9080.01 11624.3 internal_count=1411949 693151 718798 40072 653079 247365 196886 33067 163819 521413 121322 197385 405714 71447 44164 27283 85354 400091 351703 187777 320360 225992 191826 94368 52952 92908 54708 193963 38200 50479 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 1 3 0 1 1 1 2 2 2 3 0 3 2 0 0 1 2 2 2 0 1 2 0 split_gain=2772.05 1816.46 477.028 460.267 325.743 285.878 192.425 169.116 172.686 249.526 143.514 158.092 142.501 131.161 148.405 168.699 222.793 436.812 201.563 184.429 220.943 141.678 128.087 150.65 125.26 120.259 139.846 131.952 133.25 123.462 threshold=1.0000000180025095e-35 2.5000000000000004 3910.889038085938 12.393000125885012 -2.4999999999999996 1.5000000000000002 74.000000000000014 4.5000000000000009 2.0774999856948857 49.500000000000007 6.5000000000000009 24.500000000000004 29.500000000000004 134.73744964599612 282.07974243164068 5342.6640625000009 2.0774999856948857 50.500000000000007 1.0205000042915346 25057.239257812504 75.500000000000014 25.500000000000004 -1.4999999999999998 2385.3286132812505 9416.2739257812518 23484.753906250004 23.500000000000004 -7.4999999999999991 5454.4433593750009 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 10 4 25 -1 7 -4 9 12 -2 -12 -9 -6 21 18 17 24 -16 -18 -21 -15 -5 -24 -17 26 -3 28 -28 -27 right_child=2 3 6 22 13 -7 -8 8 -10 -11 11 -13 -14 14 15 16 19 -19 -20 20 -22 -23 23 -25 -26 29 27 -29 -30 -31 leaf_value=0.030301148795653272 -0.0037329311250371535 0.0091008559937572984 -0.00034251910163877596 0.012618733248493982 0.009241027910639181 0.014242407220335729 -0.018147057225754458 -0.017506710787114087 -0.0014079783068962923 0.0022865373334555552 -0.0097382293313369363 0.0038679341234697804 0.008871227934746706 0.011157821486116515 0.012811575248580714 -0.013576066631624537 0.0033199627411756708 0.005285041021039872 0.0020937342748184474 -0.0036503896993126139 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307.329 185.155 196.105 183.854 147.441 146.676 277.6 214.18 141.958 150.867 138.657 125.549 133.869 121.153 147.669 165.959 216.465 410.986 186.975 152.623 254.399 133.438 123.125 181.056 117.729 115.941 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 12411.391601562502 -2.4999999999999996 2.5000000000000004 1443.1333007812502 74.000000000000014 -1.4999999999999998 3673.091186523438 1.1980000138282778 2.0774999856948857 5.9049999713897714 45.500000000000007 767.85998535156261 -18.499999999999996 23484.753906250004 134.73744964599612 282.07974243164068 5342.6640625000009 2.0774999856948857 50.500000000000007 1.0205000042915346 30553.010742187504 68.500000000000014 25.500000000000004 44.500000000000007 48.500000000000007 9416.2739257812518 96.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 5 15 12 -7 29 -3 11 -11 -8 13 14 -2 -4 -17 -6 25 22 21 28 -20 -22 -25 -19 -24 -28 -21 -5 right_child=3 2 4 7 17 6 9 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48863.7 11423 17419 10683.7 6735.34 97536.3 85800.6 46154.3 32470.8 30678.9 117980 116223 100667 38283.9 10610 62382.7 27673.8 9851.72 15556.7 60767.9 21419.1 7354.13 48308.8 internal_count=1411949 693151 674253 718798 620045 521413 121322 197385 54208 71447 44164 27283 400091 351703 187777 138421 130226 481624 474517 411953 155865 42748 256088 113117 39956 62564 248381 86950 29488 193963 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 1 3 3 2 2 3 1 1 2 1 2 2 3 1 0 2 2 2 3 0 3 2 0 0 0 split_gain=2458.34 1691.98 621.05 430.512 289.733 177.502 181.209 179.898 278.761 178.133 174.82 156.861 140.609 121.507 119.051 126.181 115.505 114.449 301.374 158.85 114.122 138.983 156.227 203.713 386.7 177.056 143.659 239.548 125.679 115.934 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 12411.391601562502 -2.4999999999999996 4.5000000000000009 5.9049999713897714 1.1510000228881838 767.85998535156261 2871.6833496093755 74.000000000000014 24.500000000000004 -1.4999999999999998 6704.7329101562509 -18.499999999999996 23484.753906250004 575.09899902343761 1.0619999766349795 1.5000000000000002 50.500000000000007 134.73744964599612 282.07974243164068 5342.6640625000009 2.0774999856948857 50.500000000000007 1.0205000042915346 30553.010742187504 68.500000000000014 25.500000000000004 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 12 5 14 6 7 9 -9 -2 -5 -7 -3 17 -4 16 -16 18 19 -11 -6 28 25 24 -24 -23 -25 -28 -22 -27 right_child=3 2 4 10 20 11 -8 8 -10 13 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 23 26 -26 29 27 -29 -30 -31 leaf_value=0.029847905550503394 -0.0028401202805037008 0.014341351661591284 0.011852578291292494 0.0001308673357234597 0.0087112715816447129 -0.0073285316441975964 -0.0063299271877452811 -0.0041295313670739282 -0.00052204296647575491 -0.010533276559444648 -0.016890801964176937 0.0031392377285926606 0.0069647843395090232 -0.00088973579461019362 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num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 1 2 2 1 0 3 3 0 1 2 0 0 2 2 1 3 0 2 0 1 0 2 0 1 split_gain=2242.62 1575.82 604.706 391.17 294.584 162.771 157.051 149.667 250.646 245.629 182.087 181.038 144.698 142.944 140.204 138.451 145.646 141.41 141.132 218.334 130.912 133.201 213.231 145.356 185.786 129.735 115.441 108.824 232.529 120.753 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3755.7348632812505 -1.4999999999999998 74.000000000000014 -17.499999999999996 3673.091186523438 1637.6347656250002 2.5000000000000004 51.500000000000007 2.0774999856948857 1.0205000042915346 54.500000000000007 -10.499999999999998 94494.871093750015 55.500000000000007 19.500000000000004 9644.7543945312518 1023.0205383300782 4.5000000000000009 2.0774999856948857 49.500000000000007 5006.9262695312509 44.500000000000007 31.500000000000004 48.500000000000007 3673.091186523438 37.500000000000007 -7.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 14 7 6 20 -4 8 9 -2 12 -10 -9 -12 -3 17 -17 -8 19 -19 -5 22 23 24 -22 -25 -20 29 -29 -21 right_child=3 2 4 5 -6 -7 15 10 11 -11 13 -13 -14 -15 -16 16 -18 18 26 27 21 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=0.029195982703970069 -0.003322102578296245 0.023307589327002005 0.011679697038402482 -0.00032024815019872257 0.00069280367919706965 -0.016877564779381495 0.0066785705021622571 -0.017825566936216741 0.00079870694716115663 -0.0082411020329302455 -0.017017136942192087 -0.0050861319648525388 -0.0024076605273756803 -0.0064826018222614518 0.0081323673801427 -0.0089963434007036287 0.014067821634951291 0.00076889535177265171 -0.0036998079813616051 0.016393973086725151 0.011345818001645375 -0.0011908479510944231 0.0023516407301325533 -0.019334094898910581 -0.029255363546599238 0.0096811338767116631 0.0041681774084997595 0.0079358436854495232 -0.00077218438761202926 0.0065309334282760874 leaf_weight=1974.2341563478112 43679.492579445243 577.27045872807503 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11617.274414062502 -1.4999999999999998 1.1510000228881838 2871.6833496093755 1707.8798828125002 249.24568176269534 173.86003112792972 207.08887481689456 5.9049999713897714 49.500000000000007 767.85998535156261 1.3535000085830691 74.000000000000014 -17.499999999999996 6559.7421875000009 2.5000000000000004 1.0619999766349795 50.500000000000007 -1.4999999999999998 269.37811279296881 94494.871093750015 55.500000000000007 19.500000000000004 9644.7543945312518 1006.7319946289064 93.500000000000014 99995.847656250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 21 5 16 6 7 8 9 -2 -7 13 -10 14 22 28 -4 18 19 20 -8 -3 -12 25 -25 -18 27 -27 -5 -30 right_child=3 2 4 15 -6 10 17 -9 12 -11 11 -13 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.028968745628269583 -0.0071725588241609494 0.013921870302139674 0.011376680126475709 0.00024663276590844267 0.00067206833605020855 -0.0073687795489893078 -0.013520502325175075 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294.84512460231781 15297.830829799175 7527.4379015564919 20206.519938468933 315.21902823448181 454.34708894789219 leaf_count=18755 14799 15762 9209 198213 381941 33749 4189 18541 6793 6351 5121 52584 4528 228807 104561 3431 41707 6023 5390 12669 4755 38538 5065 5914 1288 63338 31006 85163 1271 1820 internal_value=2.90821e-05 0.00248152 0.00216475 -0.00226251 0.00167431 -0.0031442 -0.00583825 -0.0032394 -0.00651767 -0.00259511 -0.00263161 -0.00223727 -0.0138452 -0.00167259 -0.00352632 -0.000102037 0.00333539 -0.010092 -0.0120994 -0.00955122 -0.00342172 0.00866715 0.00534654 0.00304063 -0.00497858 0.00330913 0.00259266 0.00336041 6.83871e-05 -0.0113647 internal_weight=338200 163367 161436 174833 150114 124163 19847.6 12320.4 7695.29 5012.19 104315 96298.9 2683.1 83612.7 27364.4 50670.7 56489.8 7527.25 6071.45 4864.6 2130.75 11322.1 2420.88 54492.4 1765.37 52727 43031.8 35504.4 50131.2 769.566 internal_count=1411281 692621 673866 718660 619566 513925 84038 51012 32471 21150 429887 396138 11321 343554 114747 204735 237625 33026 27003 21613 8944 54300 10186 228416 7202 221214 179507 148501 201304 3091 is_linear=0 shrinkage=0.03 Tree=52 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 2 2 2 2 2 3 0 2 3 3 2 1 3 0 1 2 0 0 2 2 3 2 2 2 split_gain=1988.65 1471.87 541.064 348.58 264.776 180.053 230.884 230.725 232.477 254.097 204.279 212.737 197.072 158.609 220.553 144.402 133.367 168.969 255.99 140.301 132.975 127.591 299.151 258.548 158.226 188.98 144.182 163.967 135.147 123.526 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11617.274414062502 -5.4999999999999991 1.1510000228881838 2871.6833496093755 1707.8798828125002 249.24568176269534 173.86003112792972 207.08887481689456 5.4584999084472665 49.500000000000007 767.85998535156261 1.3535000085830691 74.000000000000014 6559.7421875000009 1.5000000000000002 1.0619999766349795 50.500000000000007 -10.499999999999998 94494.871093750015 54.500000000000007 21.500000000000004 2602.8994140625005 7188.3642578125009 1.0619999766349795 3673.091186523438 145.14741516113284 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 20 5 -4 6 7 8 9 -2 -7 13 -10 14 -12 -5 17 18 19 -8 -3 23 -23 24 -6 -26 27 -25 -28 -29 right_child=3 2 4 15 21 10 16 -9 12 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 26 25 -27 28 29 -30 -31 leaf_value=0.028743272368505365 -0.0069684605069176486 0.022591664260395189 0.0057099815242398653 6.633345667530558e-05 0.006122611616362481 -0.0071590534378826723 -0.0095887325765515331 0.0021484325096752695 -0.020179731407667632 0.0077415148717335427 0.0051802798500423502 -0.0055509055014383414 -0.0035852498746985271 -0.00065359328595524229 -0.004302673668627831 -0.015612517176122094 -0.0016686994925687012 -0.018932381408035485 -0.014994297016128956 0.0073752101696630979 0.0076873526489510896 -0.007563064906197966 0.01097134619743179 0.00019060468917408071 -0.0036202635573034012 0.0035760872829660346 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194.409 152.509 118.386 170.608 125.378 116.532 203.601 114.019 109.402 102.174 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11617.274414062502 -1.4999999999999998 1.1980000138282778 2871.6833496093755 215.8664245605469 2292.840698242188 5.4584999084472665 48.500000000000007 767.85998535156261 1.532000005245209 302.06753540039068 96.500000000000014 -17.499999999999996 2.5000000000000004 -1.4999999999999998 44.500000000000007 31791.298828125004 35.500000000000007 20.500000000000004 263.64595031738287 1707.8798828125002 186.24382019042972 9644.7543945312518 1023.0205383300782 1.5000000000000002 1.5000000000000002 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 17 5 15 6 8 -7 10 11 22 12 13 18 28 -4 -8 -3 -9 21 -21 -17 24 -24 -2 26 -23 -14 -5 -28 right_child=3 2 4 14 -6 7 16 9 -10 -11 -12 -13 27 -15 -16 19 -18 -19 -20 20 -22 25 23 -25 -26 -27 29 -29 -30 -31 leaf_value=0.028519369264158784 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9423.3349523842335 1944.1427171081305 8077.053169682622 973.39310429990292 3696.8890008330345 1480.3093176037073 15004.752944022417 1703.4475662410259 865.67716297507286 561.49072059988976 5096.978843331337 8997.3837409615517 8527.4292438477278 49915.527558371425 10722.55773755908 leaf_count=18755 6292 15762 9209 3195 381941 33086 30349 3157 12074 59126 33285 210075 57427 6479 1100 40828 8640 38538 4073 14901 6281 62141 7289 3470 2357 21032 38016 36746 200440 45217 internal_value=2.74873e-05 0.00233925 0.00203944 -0.00213116 0.0015767 -0.00296263 -0.00521034 -0.00241026 -0.00296683 -0.00198331 -0.00474157 -0.0013578 -0.00326728 0.00439793 -9.60773e-05 0.00317736 -0.00917486 0.00821185 0.0104988 0.00289446 -0.00144982 0.00335118 -0.00925061 -0.0135339 -0.00385161 0.00253904 0.0031608 -0.0043826 1.57912e-05 0.0051646 internal_weight=337740 163086 161240 174654 149995 123994 24460.1 99533.8 15620.5 91702.8 12607.6 77445.6 25700.4 3264.51 50659.7 56407.5 8839.57 11245 1721.29 54422.2 5177.2 49245 4607.34 2569.12 2038.22 39821.7 34724.7 22435.9 50408.3 19719.9 internal_count=1411281 692621 673866 718660 619566 513925 103756 410169 64767 377083 52693 317957 107882 13709 204735 237625 38989 54300 7230 228416 21182 207234 19408 10759 8649 166406 145374 94173 203635 83233 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 1 1 3 1 1 0 2 0 0 2 1 3 0 2 0 1 2 0 0 2 2 1 0 1 2 split_gain=1763.39 1374.26 483.919 309.719 242.552 137.883 166.667 135.135 130.224 126.087 124.901 144.541 208.575 145.521 209.497 121.278 121.806 201.839 141.393 167.649 122.662 113.524 119.791 116.499 126.11 178.219 108.023 105.652 101.123 98.0955 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3755.7348632812505 -1.4999999999999998 8.5000000000000018 24.500000000000004 74.000000000000014 -17.499999999999996 -10.499999999999998 67.500000000000014 3673.091186523438 51.500000000000007 14.500000000000002 1126.780944824219 4.5000000000000009 2.0774999856948857 49.500000000000007 5006.9262695312509 42.500000000000007 31.500000000000004 94494.871093750015 55.500000000000007 18.500000000000004 9644.7543945312518 1006.7319946289064 1.5000000000000002 48.500000000000007 7.5000000000000009 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 9 5 8 10 -7 15 -4 -3 11 13 -13 -2 26 -5 17 18 19 -17 28 23 -23 -10 25 -25 -15 -26 -20 -27 right_child=3 2 4 7 -6 6 -8 -9 21 -11 -12 12 -14 14 -16 16 -18 -19 20 -21 -22 22 -24 24 27 29 -28 -29 -30 -31 leaf_value=0.028296836461523714 -0.0062980596764003333 0.021900114190737549 0.010647282505968966 -0.00024861685255316907 0.00059361142029233551 -0.01062194238005091 0.0040264789078355298 -0.015636439798650946 0.0062226243808732118 0.0072645035073830707 -0.0068086603866598355 -0.0026879731034455422 -0.011694697859900165 -0.0018215622923633326 0.00063936258355620432 0.011882009190396945 -0.0011099385976680327 0.0024533317027767357 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5914 1288 64814 21178 39031 62733 10693 4634 47620 internal_value=2.67254e-05 0.00227109 0.00197946 -0.00206834 0.00152999 -0.00327886 -0.00813929 -0.000749232 0.00308481 0.00799252 -0.00299838 -0.00265559 -0.00604651 -0.00216973 -0.00171038 -0.000651435 -0.00391645 -0.00820209 -0.0129288 0.00101688 -0.016581 0.00280982 -0.00467858 0.00306072 0.00243052 0.00317476 -0.0030015 -0.00104541 -0.0187189 0.00501493 internal_weight=337519 162953 161147 174566 149940 91029.8 4966.34 83536.1 56358.6 11207.7 86063.4 78959.8 9895.66 69064.1 62149 82990.9 9114.43 3606.77 2498.47 518.527 1979.94 54381.2 1762.94 52618.3 43873.8 36136.5 40109.8 7737.29 1829.93 20498.4 internal_count=1411281 692621 673866 718660 619566 380779 21925 337881 237625 54300 358854 329099 43340 285759 256926 334322 36922 14858 10374 2188 8186 228416 7202 221214 183336 151465 167980 31871 7577 86651 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 1 1 3 0 2 0 2 2 3 3 0 2 0 0 2 2 2 2 1 0 0 0 0 2 split_gain=1650.29 1328.18 434.396 328.11 227.479 175.667 155.554 142.956 141.275 144.541 155.35 128.128 119.343 124.716 162.662 140.001 297.409 122.13 264.685 142.257 201.712 155.414 115.782 107.486 154.754 106.418 104.204 114.121 228.871 193.946 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 12411.391601562502 -5.4999999999999991 4.5000000000000009 24.500000000000004 -10.499999999999998 5.9049999713897714 45.500000000000007 667.89181518554699 96.500000000000014 112.33882141113283 282.07974243164068 1.0619999766349795 1.247500002384186 52.500000000000007 94494.871093750015 55.500000000000007 17.500000000000004 1637.6347656250002 8055.6518554687509 2385.3286132812505 4805.4782714843759 -29.499999999999996 25.500000000000004 1.5000000000000002 16.500000000000004 48.500000000000007 89440.765625000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 23 8 -7 -4 9 10 -2 26 -6 25 -15 16 -16 19 -19 20 -17 -22 -9 -3 -25 -14 -5 29 -29 -28 right_child=3 2 7 11 12 6 -8 22 -10 -11 -12 -13 13 14 15 17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.028006957600032235 -0.0031726645918658636 0.0075073872391476053 0.020544695876244117 -0.013753821144727733 0.0094553343671504655 -0.0068286741602472077 0.0036442559351212963 0.015018621559961141 -0.0054525452053571137 -0.0033239768263360857 0.00021540999268899045 -0.021397289254357126 0.0091574627235753089 0.0060963491531848841 -0.0048028207031074101 0.0076969437775348528 0.0055704679170042251 -0.0073662248786732646 0.012790024059761757 0.00097975577918846886 -0.003530532838625422 0.0036329099937063773 0.0053232509261282495 0.021325271038948317 0.00053402673994923291 -0.001884663554447943 0.0037135823002709197 -0.0037987022602304528 0.0021095384706677055 -0.0019074440986304197 leaf_weight=1765.8288297727704 19075.303468957543 7473.0930247455835 655.0653962790966 481.78471872210503 1485.2621718645096 14033.80621483922 1404.1045537143946 1218.1001558154821 12574.502979844809 44973.671839848161 33694.822622701526 250.14147387444973 822.31951950490475 5963.6849856376648 9119.9463231116533 7594.6346212476492 3420.4430117160082 3265.6587345004082 714.66035731136799 70921.087344348431 3830.077829554677 9453.7838608324528 12326.251158952713 344.90586167573929 4893.8264770060778 17547.754797518253 15599.711534798145 13413.489860251546 10535.779605105519 8553.7314350157976 leaf_count=18753 79372 33442 3451 3182 6049 60836 5838 5630 52216 187181 136257 1094 3380 25996 36864 32774 13914 13078 3039 288602 16131 39442 58466 1611 21154 70788 62664 53794 42273 34419 internal_value=-4.22876e-05 0.00213034 0.00184662 -0.0020684 0.00136214 -0.00287883 -0.00587614 0.00685719 -0.00245939 -0.00207433 -0.00100931 1.85953e-05 0.000998659 0.000903974 0.00127277 0.0010072 -0.00197346 0.00139746 -0.0037472 0.00162052 0.00379711 0.00156751 0.0061952 0.00519768 0.00190287 -0.00139037 0.000128857 0.000267902 -0.00119954 0.00172294 internal_weight=337407 162816 161051 174591 146851 125756 15437.9 14199.4 110318 97743.8 52770.1 48834.6 134139 132654 114284 108320 12540.4 95779.9 3980.32 91799.6 20878.5 13283.9 13544.4 12711.8 5238.73 18370.1 48584.5 48102.7 23949.3 24153.4 internal_count=1411690 692564 673811 719126 606264 521700 66674 67547 455026 402810 215629 197426 550057 544008 469840 443844 50778 393066 16117 376949 88347 55573 64096 56207 22765 74168 196332 193150 96067 97083 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 3 3 2 2 2 2 2 0 0 0 2 1 1 2 0 0 2 2 2 0 0 2 0 2 0 split_gain=1553.91 1282.8 410.397 309.81 214.59 162.69 263.615 297.785 248.438 198.389 251.134 318.022 188.688 149.202 273.838 226.609 141.683 136.868 136.047 921.974 342.163 913.18 249.966 230.47 407.75 278.627 153.928 130.079 129.947 176.114 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 7188.3642578125009 -5.4999999999999991 3.2575000524520878 1.1980000138282778 2871.6833496093755 417.75494384765631 1707.8798828125002 249.24568176269534 173.86003112792972 49.500000000000007 24.500000000000004 39.500000000000007 11873.722656250002 2.5000000000000004 -10.499999999999998 79162.558593750015 2.5000000000000004 2.5000000000000004 99995.847656250015 89440.765625000015 36363.248046875007 5.5000000000000009 6.5000000000000009 33967.421875000007 96.500000000000014 64691.324218750007 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 -3 6 7 9 -8 10 11 -2 -12 18 15 -15 -9 -4 19 26 21 22 -20 24 -21 -25 -5 28 29 -16 right_child=3 2 17 13 -6 -7 8 16 -10 -11 12 -13 -14 14 27 -17 -18 -19 20 23 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.027785644146983077 -0.0061868343457352004 0.0050505370745601175 0.020131971832165398 -0.014584522298896068 0.00096899966454255988 -0.0050235060606627479 -0.0039879046930414268 -0.007964313338765126 6.3514809666591763e-05 0.0016042486921369566 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2553.7538502961397 1281.6334824860096 leaf_count=18753 18633 56207 3451 3479 550057 109896 86703 25755 165788 23592 9127 7772 5600 5575 60024 28318 6817 64096 1438 5851 29857 9010 2381 13084 69579 12070 2235 1118 10273 5151 internal_value=-4.09761e-05 0.00206833 0.00179237 -0.00200726 0.00132185 -0.00297138 -0.00232467 -0.00507633 -0.00129688 -0.00274089 -0.0053784 -0.00178172 -0.0118603 -0.000350055 -0.00202388 -0.00651288 -0.0101066 0.00666949 0.000899823 0.00205875 -0.00197533 0.00635411 -0.0185023 0.00326062 0.00160119 0.00825095 -0.0243029 -2.30389e-05 0.000266543 -0.00072659 internal_weight=337195 162682 160954 174514 146793 110328 83890.3 22813.3 61077 15579.9 9694.99 6235.19 3459.8 64185.9 27439.4 8459.65 7233.42 14161.9 36746.5 26189.8 10556.7 3124.76 933.027 25047.9 18797.2 6250.6 1141.97 18979.8 18725.2 16171.4 internal_count=1411690 692564 673811 719126 606264 459683 349787 97296 252491 64724 41132 26405 14727 259443 110459 33893 32572 67547 148984 106298 42686 12829 3819 100584 75430 25154 5714 76566 75448 65175 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 1 1 3 0 2 2 0 2 2 3 3 0 2 0 0 2 2 2 0 2 1 0 0 3 split_gain=1463.11 1238.85 387.728 293.118 203.601 165.633 145.8 131.54 128.216 133.025 139.232 119.453 115.191 111.649 121.71 157.217 137.412 270.433 114.852 172.612 125.442 142.194 123.898 118.899 134.369 106.837 151.839 102.54 94.9574 104.156 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 12411.391601562502 -6.4999999999999991 4.5000000000000009 24.500000000000004 -1.4999999999999998 5.9049999713897714 45.500000000000007 667.89181518554699 2385.3286132812505 93.500000000000014 112.33882141113283 282.07974243164068 1.0619999766349795 1.247500002384186 52.500000000000007 16543.466796875004 55.500000000000007 21.500000000000004 431.66661071777349 35189.248046875007 89440.765625000015 13.500000000000002 4805.4782714843759 -20.499999999999996 25.500000000000004 1.5000000000000002 4.7190001010894784 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 25 8 -7 -4 9 10 -2 -9 28 -6 27 -16 17 -17 20 23 21 -18 -21 24 -20 -3 -27 -15 -5 -30 right_child=3 2 7 12 13 6 -8 11 -10 -11 -12 -13 -14 14 15 16 18 -19 19 22 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.027565165891108349 -0.00296882983956811 0.0080027829294880577 0.011123075959762063 -0.013156982398417793 0.0091065850726427446 -0.0065532079115201711 0.0035877433555011086 0.01452307818705683 -0.0051619535491014001 -0.0031405080260435551 0.00024013496067955265 0.0036043021023532871 -0.01125853199096254 0.0089468381142394377 0.0059560480507925128 -0.0046100434583984853 0.017335919322022022 0.005182794051245887 0.0045980068402405802 -0.0012016832482401895 0.0010801870594041628 0.0032935411843670313 0.0093084131483131827 -0.006937717795728055 -0.0025844313921600612 0.013352459197658977 -0.00099593341172890776 -0.0018407038872917604 -0.0012735471041959076 0.0015636462468934414 leaf_weight=1689.2449591755867 19049.408291071653 5883.5427065491676 3962.2919644415379 473.37912240624428 1504.0015308409929 13998.333222746849 1403.9475493133068 1000.2030225992203 12550.002855762839 44916.224652022123 33691.16524644196 9162.5642135739326 800.95536302030087 829.92729914188385 6051.6983408927917 9290.8192646354437 667.32724077999592 3491.8215561509132 3182.8557025492191 1769.9216021001339 53554.785865932703 23626.681111291051 2349.5067311823368 3549.1356696486473 8897.0328421294689 822.14613026380539 3445.7834739089012 17840.467077001929 20399.470244914293 27136.483198285103 leaf_count=18753 79372 26646 19608 3182 6138 60836 5838 4639 52216 187181 136257 43300 3313 3419 26422 37592 2865 14236 13359 7331 218166 99602 9892 14217 35671 3824 14846 72038 81836 109095 internal_value=-3.97359e-05 0.00200777 0.00173942 -0.00194816 0.00128251 -0.0027148 -0.00562884 0.0064866 -0.00230754 -0.00194071 -0.000918914 0.00467891 2.47151e-05 0.000977906 0.000887415 0.00124799 0.000989864 -0.00193494 0.00137294 -0.000670361 0.00189127 0.00367927 0.00479273 -0.0021103 -0.000691975 0.00538155 0.00176805 -0.00136118 0.000212957 0.0003461 internal_weight=336991 162572 160883 174419 146757 125609 15402.3 14125.1 110207 97656.8 52740.6 10162.8 48810.3 136606 135102 116432 110380 12782.6 97597.2 19748.5 77848.8 24294 4119.43 15629 12079.9 10151.5 4267.93 18670.4 48009.3 47536 internal_count=1411690 692564 673811 719126 606264 521700 66674 67547 455026 402810 215629 47939 197426 560948 554810 479353 452931 51828 401103 80470 320633 102467 17223 63247 49030 45316 18670 75457 194113 190931 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 3 3 2 2 2 2 2 0 0 0 1 1 0 2 0 1 2 0 0 2 0 2 2 0 0 split_gain=1377.63 1196.24 367.134 276.191 202.188 151.281 244.283 282.465 237.611 187.147 237.718 299.449 179.212 134.387 261.483 178.108 213.699 136.688 138.95 153.927 134.238 130.173 863.84 322.124 598.016 285.712 243.628 215.418 384.172 261.379 threshold=1.0000000180025095e-35 1.5000000000000002 14.476500034332277 7188.3642578125009 -1.4999999999999998 3.2575000524520878 1.1980000138282778 2871.6833496093755 215.8664245605469 1707.8798828125002 249.24568176269534 173.86003112792972 49.500000000000007 24.500000000000004 49.500000000000007 7.5000000000000009 23.500000000000004 93.500000000000014 64691.324218750007 63.500000000000007 2.5000000000000004 79162.558593750015 2.5000000000000004 4.5000000000000009 99995.847656250015 2.5000000000000004 89440.765625000015 36363.248046875007 5.5000000000000009 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 -3 6 7 9 -8 10 11 -2 -12 21 15 -15 -17 18 19 -16 -9 22 -5 24 26 -26 -23 28 -24 -29 right_child=3 2 -4 13 -6 -7 8 20 -10 -11 12 -13 -14 14 17 16 -18 -19 -20 -21 -22 23 27 -25 25 -27 -28 29 -30 -31 leaf_value=0.027345374333606957 -0.0059081219335510938 0.0027133093842400249 0.0068437919140298623 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6614.1288080811501 1482.365140452981 374.49729791283607 1431.2294992208481 5928.1906536370516 2187.8558636456728 1461.1703380644321 602.12299585342407 3230.2578800171614 17362.516970530152 3014.7612416744232 leaf_count=18753 18633 236985 56267 5714 380559 109896 31110 25755 221381 23592 9127 7772 5600 46002 19847 4856 1301 3442 8492 26519 6817 1562 5851 23798 9010 5886 2430 13084 69579 12070 internal_value=-3.85029e-05 0.00194931 0.00168833 -0.00189052 0.00128972 -0.00280165 -0.00217775 -0.00483027 -0.00118858 -0.00255628 -0.00512254 -0.00162372 -0.0114439 -0.000325733 -0.00191435 -0.00501449 -0.0146892 0.000852785 0.00157097 0.000278515 -0.0097421 0.000860911 0.00199508 -0.0019517 0.00398169 0.00956209 -0.0168688 0.0031547 0.00155066 0.0079819 internal_weight=336785 162437 160785 174348 149246 110188 83792.3 22760.2 61032.1 15557.6 9673.29 6226.8 3446.49 64159.2 27433.1 12938.1 1512.38 14495 13664.6 11555.4 7202.57 36726.1 26172.2 10553.8 4625.65 3649.03 976.62 25038.8 18793.7 6245.02 internal_count=1411690 692564 673811 719126 617544 459683 349787 97296 252491 64724 41132 26405 14727 259443 110459 52159 6157 58300 54858 46366 32572 148984 106298 42686 18888 14896 3992 100584 75430 25154 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 1 2 1 2 3 2 3 0 2 1 3 2 2 2 0 2 2 0 0 2 2 2 0 0 split_gain=1297.11 1154.99 351.863 263.097 200.167 158.142 155.23 151.037 136.159 135.537 135.433 126.475 115.975 122.276 117.283 115.659 114.247 130.964 128.195 116.823 107.107 102.754 158.727 153.964 102.396 210.562 116.732 293.553 324.068 183.329 threshold=1.0000000180025095e-35 1.5000000000000002 5.9049999713897714 12411.391601562502 -12.499999999999998 -5.4999999999999991 4.5000000000000009 589.46820068359386 24.500000000000004 4805.4782714843759 21.500000000000004 2680.677124023438 5.9049999713897714 46.500000000000007 667.89181518554699 -30.499999999999996 1.0619999766349795 3673.091186523438 3673.103149414063 145.14741516113284 96.500000000000014 13264.737792968752 99995.847656250015 85.500000000000014 31.500000000000004 23484.753906250004 937.66867065429699 3673.091186523438 52.500000000000007 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 6 -4 9 12 -6 -8 -3 11 -9 13 14 -2 -11 17 -7 -19 -18 -5 -13 -23 -24 25 -21 -26 29 -29 -28 right_child=3 2 4 20 7 16 8 10 -10 15 -12 21 -14 -15 -16 -17 19 18 -20 24 -22 22 23 -25 26 -27 27 28 -30 -31 leaf_value=0.027126122642671387 -0.0027287629069722972 0.0068960439629322081 0.01685991150148507 0.00013504498416592794 0.018011551171127071 0.00019159580340519385 -0.0062816761849047616 0.0062086590855729654 0.0035194488404438969 0.023943300746680263 0.0076136816250018139 -0.0019805687958138274 -0.004885065189931175 -0.0030167366954640734 0.00016610079602073934 -0.00090599013723872512 0.0075277205790677095 0.011616892382301507 0.00010866253550038492 0.0023720727236914586 -0.019635657994241967 0.0050091317990730915 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0.00189215 0.00163839 -0.00183489 0.00440209 0.000925438 -0.00256176 0.00396333 -0.00538626 0.00432015 0.0036594 0.00267025 -0.00216754 -0.00181868 -0.000877294 0.000115151 0.000597273 0.00407546 0.00790661 0.000343516 3.45891e-05 0.00137974 0.00288643 -0.00245001 0.000208726 0.00142082 -0.000504659 0.000453206 -0.00143924 0.0037533 internal_weight=336586 162334 160718 174252 32958.4 127760 125468 31837.1 15367.2 11261.8 31162.9 24927.5 110101 97574.8 54640.3 4278.07 116498 7921.37 3987.74 108576 48783.7 18265.7 12611.1 3588.83 106577 39486.4 67090.5 42303.9 26886 15417.8 internal_count=1411690 692564 673811 719126 148249 525562 521700 142553 66674 49944 139567 107600 455026 402810 223650 18516 475618 33975 17993 441643 197426 78081 53691 14791 433502 161395 272107 172043 109227 62816 is_linear=0 shrinkage=0.03 Tree=60 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 1 2 3 1 3 2 2 0 2 0 0 2 0 0 1 1 1 3 0 2 2 0 0 0 2 split_gain=1220.46 1132.84 378.306 235.294 192.586 118.004 121.69 112.009 110.853 104.183 152.605 108.667 100.936 112.566 190.31 121.956 148.808 111.568 132.3 116.963 100.511 100.455 99.9447 161.734 92.0704 123.082 119.017 117.144 101.178 98.1831 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3673.103149414063 -1.4999999999999998 6.5000000000000009 370.03324890136724 74.000000000000014 -10.499999999999998 1.0619999766349795 3600.6882324218755 3673.103149414063 65.500000000000014 3673.091186523438 51.500000000000007 14.500000000000002 1126.780944824219 50.500000000000007 47.500000000000007 1.5000000000000002 1.5000000000000002 -17.499999999999996 1.1980000138282778 52.500000000000007 16543.466796875004 575.09899902343761 52.500000000000007 17.500000000000004 11.500000000000002 99995.847656250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 5 21 12 -7 -5 -3 10 -6 -12 13 15 17 -2 20 18 -15 -19 -17 -4 23 -11 25 27 28 -23 29 -26 right_child=3 2 4 7 9 6 -8 -9 -10 22 11 -13 -14 14 -16 16 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931.38021673262119 7995.2337082028389 3479.5143947005272 3337.7221677154303 24909.236033022404 20950.521041959524 900.3124960064888 1050.7825457304716 126.85789124667645 13382.174118682742 280.6106144040823 78643.989513725042 2303.6578065156937 1285.9987834095955 31536.264352187514 1865.3873164206743 13355.521492183208 5370.825595498085 517.53728093206882 leaf_count=18744 28583 3001 9284 337799 10374 9495 21741 3522 51202 27000 10803 3805 33580 14476 16096 103230 84556 3764 4553 557 57265 1245 320619 9294 5612 134426 8048 55388 21658 2090 internal_value=2.13618e-06 0.00187477 0.00162609 -0.00174142 0.00123136 -0.00280877 -0.00655403 -0.000602572 0.00699609 0.000396941 0.00429859 0.00866672 -0.00249345 -0.00215165 -0.00531986 -0.00172501 -0.00128785 -0.00191921 -0.00394321 0.00700758 -0.00240001 0.00261963 0.00013979 -0.002849 0.00237846 0.00293152 -0.000385242 0.000550072 -0.00214049 0.00400746 internal_weight=336417 162205 160625 174213 149626 89929.4 6983.42 84283.1 10998.5 93454.8 5778.59 3205.36 82946 74950.7 8895.19 66055.5 59241.9 5557.47 4530.3 1027.17 38291.4 56171.2 87676.2 9032.24 54212.1 45172.4 9039.75 13636.1 7174.36 1803.54 internal_count=1411810 692593 673849 719217 619646 377896 31236 341321 54203 381895 24982 14608 346660 313080 39446 273634 245051 23350 19029 4321 160495 237751 356913 36294 228467 191059 37408 56633 29360 7702 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 2 1 1 0 3 2 2 1 0 2 0 2 0 0 1 0 3 2 2 3 0 1 1 2 3 split_gain=1149.17 1093.76 357.519 228.222 181.982 186.988 207.055 181.434 152.685 130.589 227.211 242.713 119.089 111.014 128.384 120.689 125.554 110.843 107.563 106.292 100.333 98.2363 144.226 103.066 97.9033 202.398 95.3323 95.0725 94.596 102.412 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 25918.428710937504 8.545499801635744 1126.780944824219 1.5000000000000002 -1.4999999999999998 8.5000000000000018 1.1980000138282778 2871.6833496093755 6704.7329101562509 2.5000000000000004 52.500000000000007 94494.871093750015 96.500000000000014 64691.324218750007 89.500000000000014 83.500000000000014 -10.499999999999998 49.500000000000007 1.0619999766349795 3600.6882324218755 3673.103149414063 1.0619999766349795 50.500000000000007 9.5000000000000018 -17.499999999999996 145.14741516113284 1.8989999890327456 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 19 4 5 6 -2 27 -5 10 -7 12 24 14 -10 16 17 -15 -11 -3 -13 22 -9 -24 25 -12 -8 -4 -23 -30 right_child=3 2 7 8 -6 9 26 21 13 18 11 20 -14 15 -16 -17 -18 -19 -20 -21 -22 28 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.026936010832291003 -0.0018287625600049849 0.019870197908726531 0.0090476346203925348 0.0030526118464255891 -0.0058631970454884001 0.00091695739760549414 -0.0051734340467611195 -0.0011082181094381324 -0.00098687187224016839 -0.00023549965882948588 -0.012390695853576219 -0.005186699235375616 -0.017155675198379558 0.00088514366212054407 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num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 2 1 1 2 0 2 3 3 2 2 2 2 1 0 2 0 2 0 1 0 3 3 2 0 2 split_gain=1082.02 1055.9 337.855 214.889 174.076 275.671 170.862 160.582 171.537 143.693 132.85 136.102 151.935 122.593 214.54 127.079 108.049 104.955 104.475 120.889 113.837 118.231 104.276 101.901 101.306 162.521 96.168 94.0932 870.733 247.925 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 25918.428710937504 12.393000125885012 12127.694824218752 -1.4999999999999998 2.5000000000000004 1289.946716308594 8.5000000000000018 7700.5261230468759 3.2575000524520878 1.1980000138282778 238.29680633544925 173.86003112792972 286.97653198242193 215.8664245605469 24.500000000000004 52.500000000000007 94494.871093750015 96.500000000000014 64691.324218750007 89.500000000000014 -10.499999999999998 22.500000000000004 1.5979999899864199 2.9229999780654912 79162.558593750015 2.5000000000000004 99995.847656250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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71795 44827 31621 268577 54203 38301 71100 46628 24472 23444 13753 36388 22837 12033 13206 25085 9092 381895 24982 14579 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 2 1 1 2 0 2 3 3 2 2 2 2 1 1 0 3 0 2 0 2 1 2 0 2 2 split_gain=959.151 983.676 301.761 190.471 157.849 261.125 151.513 147.218 154.449 127.304 122.252 126.717 138.794 115.026 201.966 121.189 100.752 98.51 96.4366 96.3437 150.925 92.5301 107.194 101.626 102.896 90.5232 90.9433 118.361 130.564 246.164 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 25918.428710937504 12.393000125885012 12127.694824218752 -1.4999999999999998 2.5000000000000004 1289.946716308594 8.5000000000000018 7700.5261230468759 3.2575000524520878 1.1980000138282778 238.29680633544925 173.86003112792972 389.27586364746099 417.75494384765631 24.500000000000004 -10.499999999999998 22.500000000000004 1.5979999899864199 52.500000000000007 94494.871093750015 93.500000000000014 64691.324218750007 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138.071 131.221 119.456 116.176 115.903 108.001 96.0047 92.4841 91.8175 125.625 92.9195 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 5.5000000000000009 -12.499999999999998 11617.274414062502 24.500000000000004 79162.558593750015 2.5000000000000004 52302.683593750007 2.3904999494552617 5342.6640625000009 50.500000000000007 34.500000000000007 17466.614257812504 -6.4999999999999991 8598.4760742187518 937.66867065429699 28.500000000000004 1.0205000042915346 134.73744964599612 82.500000000000014 2680.677124023438 8055.6518554687509 4.5000000000000009 35189.248046875007 -8.4999999999999982 44.500000000000007 28.500000000000004 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 -3 -2 10 9 -9 22 -5 15 13 14 -13 -4 -15 18 -17 -19 -20 -8 -6 -24 -11 -14 -16 28 -21 -29 right_child=3 2 11 6 7 -7 21 8 -10 24 -12 12 25 16 26 17 -18 19 20 27 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.025897651254328753 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6012.969740703702 1631.792337924242 1922.0402266383171 5565.5528299361467 30151.293531581759 66.76053723692894 4736.3626468479633 10924.337756365538 851.01076281070709 2957.2474471181631 8102.8915441930294 4916.6458463817835 13795.659904047847 13649.164286822081 leaf_count=18777 459831 6020 25676 40604 34541 188739 7972 5725 21529 6474 20288 42554 29791 9508 2950 53379 24309 8049 7849 22934 121943 312 21383 48670 3508 12582 32461 19945 56522 56339 internal_value=-4.71239e-06 0.00159552 0.00138077 -0.00149807 0.00381097 -0.00117755 -0.00463377 0.00338345 -0.00102171 0.0044281 -0.00578554 0.00075999 -0.000762526 -0.00235711 -7.99965e-05 0.00139387 -0.00755003 0.00102679 -0.000186094 0.00240839 -0.00130645 0.00347844 0.00371809 0.00223171 0.0125374 0.00353927 -0.00410692 0.00204076 0.0034862 0.00053339 internal_weight=335311 161863 160445 173448 32645.5 157363 16084.7 31492 6036.6 25455.4 14084.9 127800 37567.3 27407.8 19053 90232.4 8354.82 84620.2 45061.4 39558.8 32073.3 1999.78 23406.1 15660.7 2049.34 10159.5 8823.34 37927 19361.2 18565.8 internal_count=1411164 693418 674641 717746 147850 648570 69176 141830 27254 114576 60892 526791 154155 111782 77965 372636 33817 346960 183171 163789 129792 8284 104594 70053 9982 42373 35411 155740 79456 76284 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 1 3 1 1 2 1 1 2 2 3 0 3 2 0 0 2 0 0 3 3 2 0 2 0 split_gain=838.259 905.435 255.323 182.592 157.352 157.348 153.325 134.173 112.939 106.868 99.9193 99.6172 91.7061 87.1433 116.467 197.171 321.624 131.334 110.387 104.617 139.065 102.874 152.673 95.9724 89.6062 84.597 78.347 174.741 96.1931 100.673 threshold=1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 5.5000000000000009 24.500000000000004 11617.274414062502 -3.4999999999999996 2.3904999494552617 82.500000000000014 -1.4999999999999998 112.33882141113283 -41.499999999999993 8.5000000000000018 282.07974243164068 5342.6640625000009 2.279500007629395 50.500000000000007 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21340 7017 3310 3671 1467 3711 5822 internal_value=-4.50457e-06 0.00154901 0.00134022 -0.00145355 -0.00449993 -0.00114245 0.00110084 -0.00561948 0.00337319 0.00732679 0.000708889 0.0033842 -0.00774171 0.000622934 0.000927296 -0.000267568 -0.00337443 0.00170475 -0.00642929 0.00149884 -0.000133655 0.00101657 -0.00301986 0.00115952 -0.00135637 0.000320512 -0.0104956 -0.0170013 -0.00832489 -0.00440147 internal_weight=335138 161739 160351 173399 16066.7 157333 154186 14066.5 2000.23 6165.23 131597 22589.4 9226.06 130189 112838 44478.7 13007.7 68359.1 9164.44 66723 23098.9 31471 4813.51 17651.1 17351.2 46577.8 4993.09 1249.22 3743.87 2247.66 internal_count=1411164 693418 674641 717746 69176 648570 641953 60892 8284 32688 542147 99806 40604 536387 466496 183305 52538 283191 36784 275132 94172 130767 19750 72235 69891 188739 22035 5138 16897 9533 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 1 2 2 0 2 3 2 0 0 2 2 2 0 1 0 3 2 2 1 0 2 2 1 1 3 split_gain=789.195 873.292 246.261 172.173 168.402 148.3 148.097 147.566 192.872 152.821 126.802 124.765 257.669 321.903 276.575 188.555 150.087 142.648 185.348 127.552 114.479 110.296 109.747 106.81 102.082 100.525 89.5341 88.5318 86.8935 80.2297 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 5.5000000000000009 -12.499999999999998 24.500000000000004 11617.274414062502 79162.558593750015 2.5000000000000004 52302.683593750007 2.3904999494552617 5342.6640625000009 50.500000000000007 34.500000000000007 17466.614257812504 937.66867065429699 8598.4760742187518 56.500000000000007 -4.4999999999999991 19.500000000000004 1.0205000042915346 2385.3286132812505 134.73744964599612 82.500000000000014 4.5000000000000009 13264.737792968752 35189.248046875007 -8.4999999999999982 8.5000000000000018 74.000000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 6 -3 10 -2 9 -9 21 28 15 13 14 -13 19 -15 18 -17 -4 -20 -6 -21 -7 -11 -23 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160271 173346 32557.7 16047 157299 31417.1 6026.39 25390.7 14046.4 127713 37545.8 27400.7 19043.7 90167.2 8356.93 42857.1 35860.7 47310.1 31125.1 23357.8 42914.6 2000.61 2032.89 16077.5 10145.1 8823.56 9206.88 46573.6 internal_count=1411164 693418 674641 717746 147850 69176 648570 141830 27254 114576 60892 526791 154155 111782 77965 372636 33817 179236 150382 193400 128877 104594 174982 8284 9982 72067 42373 35411 40604 188739 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 1 2 2 0 2 3 2 0 0 2 1 2 2 0 3 2 2 2 1 0 0 0 1 2 0 split_gain=743.033 842.149 232.275 162.303 160.15 139.74 139.389 139.104 182.252 145.235 119.77 117.433 242.538 302.749 260.276 181.902 141.034 137.189 124.524 116.539 104.674 105.94 101.097 101.04 97.977 89.0952 107.052 95.6893 94.215 85.5021 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 5.5000000000000009 -12.499999999999998 24.500000000000004 11617.274414062502 79162.558593750015 2.5000000000000004 52302.683593750007 2.3904999494552617 5342.6640625000009 50.500000000000007 34.500000000000007 17466.614257812504 -6.4999999999999991 8598.4760742187518 922.17691040039074 19.500000000000004 1.0205000042915346 2680.677124023438 8055.6518554687509 134.73744964599612 82.500000000000014 4.5000000000000009 44.500000000000007 32.500000000000007 -2.4999999999999996 5006.9262695312509 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 6 -3 10 -2 9 -9 20 -5 15 13 14 -13 -4 -15 18 -17 -19 -6 -22 -20 -7 -11 26 27 -21 -28 -27 right_child=3 2 11 5 7 23 -8 8 -10 24 -12 12 -14 16 -16 17 -18 19 22 25 21 -23 -24 -25 -26 29 28 -29 -30 -31 leaf_value=0.02524351887058484 -0.0016547059691059327 0.014609219424060533 0.0065183144512519801 -0.0073135336466520163 0.0062926173369078266 0.004412733461430382 0.00030159433894738771 0.010829523980252618 -0.0032795171104793215 0.017438141346808066 -0.0014819310484587432 0.0031590413592788242 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leaf_count=18777 459831 6020 25676 40604 34541 7972 188739 5725 21529 6474 20288 42554 42373 9508 35411 17527 24309 8054 8089 6773 21383 48670 156350 312 3508 20122 44204 28660 452 56729 internal_value=-4.14018e-06 0.0014598 0.00126249 -0.00136852 0.00352642 -0.00424427 -0.00107541 0.00312637 -0.000971889 0.00409996 -0.00530215 0.000686026 -0.000723894 -0.00219079 -0.000101208 0.00127317 -0.00695012 0.000926889 -0.000212575 0.00220842 0.00343162 0.00202033 -0.000721311 0.00317245 0.0118139 0.00187475 0.00329413 0.000792646 0.00527055 0.000395203 internal_weight=334805 161509 160181 173296 32509 16029.3 157266 31376.5 6023.04 25353.4 14028.4 127672 37535.8 27398.1 19039.1 90135.7 8359.06 84553.5 44757.7 39795.9 23331.9 15624.6 40564.9 2000.93 2021.5 38182.9 19487.7 8601.31 10886.4 18695.2 internal_count=1411164 693418 674641 717746 147850 69176 648570 141830 27254 114576 60892 526791 154155 111782 77965 372636 33817 346960 181966 164994 104594 70053 164439 8284 9982 156940 80089 35433 44656 76851 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 1 2 3 1 1 1 2 0 2 0 2 0 3 3 2 2 3 2 2 0 2 2 2 2 2 split_gain=699.558 811.986 221.37 152.993 138.425 131.668 131.199 113.116 100.891 100.317 95.6056 84.7342 203.476 109.109 121.486 96.1903 78.7623 77.5411 94.208 145.703 126.261 105.651 219.345 87.8933 84.2549 82.4956 77.4467 85.9143 245.814 144.129 threshold=1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 5.5000000000000009 -1.4999999999999998 24.500000000000004 11617.274414062502 2.3904999494552617 -41.499999999999993 -1.4999999999999998 82.500000000000014 5699.5627441406259 46.500000000000007 1126.780944824219 45.500000000000007 3600.6882324218755 96.500000000000014 5.9049999713897714 1.1980000138282778 215.8664245605469 2871.6833496093755 1.4100000262260439 302.06753540039068 767.85998535156261 82.500000000000014 87.470542907714858 2471.414184570313 238.29680633544925 173.86003112792972 1637.6347656250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 9 6 8 7 17 11 -4 -3 -7 13 -13 -5 -15 -16 -8 18 20 25 26 22 -21 -23 -25 -20 27 28 -2 -29 right_child=3 2 4 5 -6 10 16 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 21 -22 23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.025024553234049857 -0.0035112579896738765 0.01315052774040144 0.022690583873111726 -0.010122665007832555 0.00031178613699906133 0.0042787429400669257 0.00037297015172956416 -0.0014377439455650596 0.0020959126454133921 0.0044888638777554977 -0.032693901600725682 -0.018977457780298707 0.00050559890015662221 0.0038301825724561035 -0.0022070218204884545 -0.014282377934594142 -0.018634495738249029 -0.0038645698772184914 0.0046734270901021436 0.015407193814429527 -0.0061717480362426915 -0.0024357338012729888 0.00090204119742370663 0.0001588869988440856 -0.009393841246246282 -0.0061085454073549917 0.0049822076585476901 -0.0095581935874899954 0.01050100007425556 -0.00050132487183253557 leaf_weight=1300.7148244008422 3833.3247176259756 1648.8312839716673 214.89153659343719 2788.7209011614323 96782.761678412557 1936.1379576027393 46372.381307438016 4837.656949236989 56987.500230804086 4454.8042594492435 65.060725003480911 1413.0055378079414 732.55140750110149 1665.7545858025551 1643.8342458307743 929.37529437243938 197.03984616696835 12170.543793141842 711.97871086001396 1045.394749417901 7679.2641936987638 21784.560009643435 9155.8552038520575 37692.866602852941 849.69766670465469 6202.8256910443306 1540.3734539747238 2843.9258626401424 1595.8486356884241 3562.1306131631136 leaf_count=18777 16185 9331 1106 13740 397694 7972 187879 20288 243153 23357 312 5841 3016 6915 6745 4347 860 51121 2996 4340 34561 91487 37570 152690 3504 26184 6167 12122 6606 14298 internal_value=-3.95623e-06 0.00141721 0.0012254 -0.00132783 0.00100329 -0.0041215 -0.00104334 -0.00514963 0.00217328 0.00682872 0.00307673 -0.00710716 -0.0123254 -0.00551402 -0.0024821 -0.00656832 0.000292548 -0.00160548 -0.00132634 -0.000842575 -0.00310571 -0.000435128 0.00238849 -0.000912598 -5.17095e-05 -0.00499839 -0.00134543 -0.00216898 0.000607498 -0.00452206 internal_weight=334640 161390 160089 173250 153985 16012.1 157238 14010.9 57202.4 6103.64 2001.2 9173.24 2145.56 7027.69 4238.96 2573.21 46569.4 110669 98498 77443.2 21054.9 70528.4 10201.2 60327.1 38542.6 6914.8 13375.6 11835.2 5429.17 6406.06 internal_count=1411164 693418 674641 717746 641953 69176 648570 60892 244259 32688 8284 40604 8857 31747 18007 11092 188739 459831 408710 318771 89939 289591 41910 247681 156194 29180 55378 49211 22791 26420 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 3 2 2 0 1 1 0 2 0 2 0 0 2 1 2 2 0 3 2 2 0 2 2 0 2 split_gain=661.53 803.208 250.578 137.364 135.658 172.255 236.979 133.564 169.331 130.893 147.569 137.436 125.576 121.755 119.721 248.366 277.215 265.244 182.043 138.106 115.357 126.729 114.086 113.077 107.674 106.842 145.1 106.08 105.789 116.744 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 -12.499999999999998 25918.428710937504 12.393000125885012 10120.596191406252 79162.558593750015 2.5000000000000004 7.5000000000000009 24.500000000000004 24.500000000000004 52302.683593750007 7.5000000000000009 5342.6640625000009 50.500000000000007 33.500000000000007 19525.543945312504 -6.4999999999999991 8998.0522460937518 937.66867065429699 32.500000000000007 1.0205000042915346 2385.3286132812505 13264.737792968752 52.500000000000007 99995.847656250015 112.33882141113283 81.500000000000014 11617.274414062502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 9 -7 12 -9 28 11 -11 23 -6 18 16 17 -16 -4 -18 21 -20 -22 -5 -25 26 -15 -23 29 -2 right_child=4 2 14 7 13 6 -8 8 -10 10 -12 -13 -14 25 15 -17 19 -19 20 -21 22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.025076212258998809 -0.0014420915175897791 0.013787558928945192 0.0064276391531524002 0.006609840017427409 0.0027628272958456967 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37916.197006136179 7594.9642926007509 8429.8847252726555 6030.4305470213294 3232.2218077033758 27280.062664419413 3576.2062403857708 15682.437293991446 leaf_count=18808 450387 6089 25641 32393 51533 14696 8482 5659 21541 4816 6887 30183 10017 36759 43113 42251 10832 31976 67051 25501 8065 5790 155928 34038 37950 24397 13001 110289 14776 62855 internal_value=-2.06583e-05 0.00136298 0.00117385 0.00353012 -0.00130664 -0.00169839 -0.00699214 0.00315803 -0.000863804 -0.00149271 -0.00487159 -0.00657763 0.00411424 0.00049045 0.000575314 -0.000851468 -0.00233841 -0.000221521 0.00116755 -0.00665516 0.000821893 -0.000216223 0.00200466 0.00349204 0.00208768 -0.00106317 -0.0026556 -0.00141728 -0.00123833 -0.00109149 internal_weight=334606 161182 159907 32391.5 173423 142385 5325.16 31257.7 6004.11 137060 9596 7928.63 25253.6 31038.7 127516 37403.9 27302.7 18319.2 90111.7 8983.51 84555.3 45031.3 39524 23243 16024.8 18434.8 12404.4 28690.8 127464 123887 internal_count=1411704 692932 674124 147687 718772 593082 23178 141598 27200 569904 41886 34999 114398 125690 526437 153673 111422 75089 372764 36333 347123 183130 163993 104381 71988 74157 49760 116079 528018 513242 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 3 2 2 0 1 1 0 2 0 2 0 0 2 1 2 2 0 3 2 2 0 2 0 2 0 split_gain=622.822 774.351 236.278 130.594 127.695 162.472 224.254 125.887 160.011 123.451 139.145 129.697 119.029 114.585 112.684 233.767 260.732 249.62 171.828 129.822 108.595 119.25 107.973 106.829 101.503 100.545 136.644 100.902 99.8706 99.6594 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 -12.499999999999998 25918.428710937504 12.393000125885012 10120.596191406252 79162.558593750015 2.5000000000000004 7.5000000000000009 24.500000000000004 24.500000000000004 52302.683593750007 7.5000000000000009 5342.6640625000009 50.500000000000007 33.500000000000007 19525.543945312504 -6.4999999999999991 8998.0522460937518 937.66867065429699 32.500000000000007 1.0205000042915346 2385.3286132812505 13264.737792968752 52.500000000000007 99995.847656250015 96.500000000000014 112.33882141113283 81.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 9 -7 12 -9 29 11 -11 23 -6 18 16 17 -16 -4 -18 21 -20 -22 -5 -25 26 -15 -27 -23 -2 right_child=4 2 14 7 13 6 -8 8 -10 10 -12 -13 -14 25 15 -17 19 -19 20 -21 22 28 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.024859471518306083 -0.0010589588216690263 0.013465138081439105 0.0062496210128204742 0.0064255778157085996 0.0026805465248389035 -0.0022829444757986195 -0.01520963807870898 0.010396774120496057 -0.0029742456235334917 0.0029535685765308206 0.0031426948059555026 -0.0079698464461839466 0.011014798673891725 -0.00070761817739237317 0.0028596300752739721 0.0030744803691634473 -0.011995710328900285 -0.0042048149325030664 0.0018363351773390058 -0.004107666400077468 0.0095757700073147139 0.0064129026368418022 0.0016229771479978658 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0.00342921 -0.00126786 -0.00164803 -0.00679349 0.00306715 -0.000838183 -0.00144838 -0.00473221 -0.00639171 0.0039964 0.000475822 0.000558258 -0.000826121 -0.00226854 -0.000214926 0.00113293 -0.00645427 0.000797417 -0.000209735 0.00194532 0.00339116 0.00202642 -0.00103145 -0.00257639 0.00214632 -0.00137461 -0.00120145 internal_weight=334439 161070 159822 32346.3 173369 142336 5316.69 31219.9 6000.77 137019 9582.66 7914.76 25219.2 31033 127476 37394 27299 18313.8 90081.6 8985.19 84538.2 45029.7 39508.4 23217 16014.4 18431.9 12402.3 6029.6 28693.7 127436 internal_count=1411704 692932 674124 147687 718772 593082 23178 141598 27200 569904 41886 34999 114398 125690 526437 153673 111422 75089 372764 36333 347123 183130 163993 104381 71988 74157 49760 24397 116079 528018 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 1 1 0 0 1 1 3 2 0 2 2 2 2 0 0 0 2 0 2 2 2 0 2 0 0 split_gain=586.365 746.408 223.633 120.19 155.537 118.45 145.361 116.751 107.838 106.311 101.27 96.2847 145.914 110.507 122.875 148.68 141.583 112.328 102.319 95.651 94.6226 128.683 95.2019 92.9433 248.731 89.1956 101.024 85.1223 123.235 94.1666 threshold=1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 25918.428710937504 8.545499801635744 7.5000000000000009 24.500000000000004 24.500000000000004 7.5000000000000009 -1.4999999999999998 -12.499999999999998 1.1510000228881838 862.00259399414074 50.500000000000007 249.24568176269534 1061.0313110351565 173.86003112792972 2770.7851562500005 83.500000000000014 51.500000000000007 52.500000000000007 99995.847656250015 96.500000000000014 2871.6833496093755 3673.103149414063 58108.183593750007 88.500000000000014 16543.466796875004 44.500000000000007 27.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 10 4 5 11 7 -7 -5 27 -3 13 -13 14 16 -16 -2 -17 -14 -15 21 -10 25 -21 -25 26 -22 29 -29 -4 right_child=3 2 9 8 -6 6 -8 -9 20 -11 -12 12 18 19 15 17 -18 -19 -20 23 22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.024642027867897005 -0.0042367885556349036 0.016857118474419758 0.0044585415284629556 0.002600707028211234 -0.0050069277726617119 0.0028202681672169811 0.0035617763725866755 -0.0077254192427219119 -0.00068640413570986505 0.00010808876091379428 0.0040667677078880604 -0.0022566796071525185 0.00031060526170048565 0.0036985855457033873 -0.016481408827928524 -0.00077308114969652211 0.010981286258689571 -0.0089241687372306183 -0.0070278694754979205 0.00092098253700935049 0.0011185253457793286 -0.0076507131956566965 -0.017019193640658074 -0.01368604577034753 0.0047556008825755921 0.0068813688127189057 -0.017520003564065519 -0.0030356421759325544 0.0051622686040424153 0.0014431886792429505 leaf_weight=1221.9501844644547 1789.8770637214184 578.98488523066044 13059.837505027652 12598.327378615737 11112.349091947079 1099.132018327713 1646.3553760051727 6730.3622885644436 9171.7842106074095 90112.58717212081 14762.833743557334 35476.222164958715 65741.446662813425 3063.9154222756624 1274.0870202630758 2789.3069805502892 794.42537622153759 3347.913430929184 1755.6258911043406 2865.4386523663998 2862.0597767680883 3228.3502678573132 226.01711285859346 1752.5878095775843 1054.1223821341991 2651.4144467562437 288.06776541471481 6446.9901739805937 2218.1382552981377 32558.624397456646 leaf_count=18808 7641 3419 57210 51533 47048 4630 6798 30072 36759 368369 71338 149827 267191 12740 5549 11304 3299 14536 7253 11834 11502 13001 1033 9036 4324 10706 1156 26386 9635 137767 internal_value=-1.93653e-05 0.00128445 0.00110577 -0.0012302 -0.0015991 -0.00131042 -0.00454113 -0.00624498 0.000461641 0.000739882 0.00454946 -0.00105888 -0.000698988 -0.00303731 -0.00519148 -0.00715561 0.000441311 -0.00521958 0.000119729 -0.000572551 -0.00100076 -0.00249955 0.00208261 -0.00287968 -0.00675988 0.00282678 -0.000585901 0.00178868 -0.000937104 0.00230644 internal_weight=334279 160960 159738 173319 142293 131181 9475.85 7829.49 31026 144396 15341.8 121705 102973 18731.7 9995.61 7411.31 2584.3 6137.22 67497.1 8736.06 18427.7 12400.1 6027.56 5672.15 2806.71 5801.54 3150.13 54283.6 8665.13 45618.5 internal_count=1411704 692932 674124 718772 593082 546034 41500 34702 125690 599367 74757 504534 424271 80263 42329 31389 10940 25840 274444 37934 74157 49760 24397 25194 13360 23364 12658 230998 36021 194977 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 0 1 2 2 3 3 2 2 2 0 0 2 1 2 2 2 3 3 2 0 0 0 1 0 2 split_gain=552.027 719.366 214.597 120.06 118.954 150.101 114.181 112.973 106.653 161.673 136.599 126.752 123.005 105.415 217.604 244.904 229.469 160.176 122.484 104.605 102.456 111.38 102.377 95.5291 94.2493 92.1763 98.598 113.597 95.8549 109.709 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 -12.499999999999998 79162.558593750015 2.5000000000000004 4.5000000000000009 52302.683593750007 7188.3642578125009 3.2575000524520878 1.1510000228881838 2770.7851562500005 417.75494384765631 5342.6640625000009 50.500000000000007 33.500000000000007 19525.543945312504 -6.4999999999999991 8998.0522460937518 589.46820068359386 937.66867065429699 1.6674999594688418 1.0205000042915346 52302.683593750007 4.5000000000000009 44.500000000000007 32.500000000000007 -3.4999999999999996 48.500000000000007 3991.455688476563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 7 -6 8 19 9 10 11 -2 -12 17 15 16 -15 -4 -17 -5 21 -19 -22 -16 -9 26 27 -24 29 -27 right_child=6 2 13 4 5 -7 -8 24 -10 -11 12 -13 -14 14 23 18 -18 20 -20 -21 22 -23 25 -25 -26 28 -28 -29 -30 -31 leaf_value=0.024423820095206071 -0.001320278104611687 0.012939493338719904 0.0060234672740855774 0.014731091371722229 0.010047126856865235 -0.0029483355663935452 -0.0033403203662247336 0.016248659366205471 0.00010459762300751984 -0.0036283668333918612 -0.0020755336377280566 -0.0070248825905573284 0.00089208836969067041 0.002729847869383822 0.0015117933861895198 -0.011648951255316065 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43113 33793 10832 31976 76604 25501 101260 8065 106526 4077 8458 3482 17970 44572 30832 56625 1852 internal_value=-1.87771e-05 0.00124664 0.00107301 0.00325836 0.00291247 -0.000886301 -0.00119383 0.00381705 -0.000917496 -0.00152935 -0.000807351 -0.00330415 -0.000118116 0.000519539 -0.00081977 -0.00221132 -0.000220096 0.00107551 -0.00626739 0.0032278 0.000751922 -0.000226339 0.0018673 0.00294569 0.0106742 0.00155392 0.00300524 0.000578598 4.54256e-05 -0.00356198 internal_weight=334126 160877 159681 32268.7 31155.5 5992.01 173249 25163.5 153489 96012.6 71439.5 15454.5 55985 127412 37375.9 27290.5 18304.4 90036.4 8986.09 23172.3 84509.5 45022.1 39487.5 10085.4 1991.26 37892.7 19312.3 8464.58 18580.3 4886.01 internal_count=1411704 692932 674124 147687 141598 27200 718772 114398 633320 400340 297571 66455 231116 526437 153673 111422 75089 372764 36333 104381 347123 183130 163993 42251 10017 155928 79481 34909 76447 19822 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 0 2 3 2 0 2 0 0 0 0 2 2 2 2 0 0 2 1 2 0 2 2 0 3 2 split_gain=519.72 693.169 202.343 114.086 112.118 141.805 109.474 171.266 245.284 118.502 113.404 207.446 148.243 109.92 136.49 142.216 107.326 100.155 99.2192 204.823 230.362 215.952 151.161 115.391 98.7294 96.6526 96.4604 106.661 96.8637 94.2493 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 -12.499999999999998 79162.558593750015 2.5000000000000004 36363.248046875007 17.333499908447269 10120.596191406252 81.500000000000014 11617.274414062502 17.500000000000004 49.500000000000007 6.5000000000000009 57.500000000000007 99995.847656250015 52302.683593750007 2385.3286132812505 5342.6640625000009 50.500000000000007 33.500000000000007 19525.543945312504 -6.4999999999999991 8598.4760742187518 67.500000000000014 13264.737792968752 937.66867065429699 32.500000000000007 1.0205000042915346 112.33882141113283 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 16 -6 7 9 -9 10 -2 -12 -13 -8 15 -15 17 -5 22 20 21 -20 -4 -22 -16 -19 27 -24 -28 -29 right_child=6 2 18 4 5 -7 13 8 -10 -11 11 12 -14 14 24 -17 -18 25 19 -21 23 -23 26 -25 -26 -27 28 29 -30 -31 leaf_value=0.024204793858305405 -0.0015297462181639136 0.012633704984804111 0.0058559913291572905 0.0060792852204180469 0.0098029549519515827 -0.0028585426534193676 0.0031593417403208419 4.8875615177582076e-06 -0.015475726529861952 -0.0062425721310631248 0.004201178650988892 -0.0040403996412715732 0.0024624468962994748 -0.00017172979749096925 0.01437366128678744 -0.0074325014316776634 0.010410160428234826 -0.00064276143445970459 0.0026492195919312423 0.0028593128743382651 -0.011691269349747431 -0.0039236140388511 0.0017164234596695283 -0.0040197615234161448 0.0016587977428390804 0.0040301047137042195 0.0090693364899291865 0.0062479851226784925 0.0015078014421869125 -0.001711441554709841 leaf_weight=1171.2626632750034 117723.42298641801 1105.9705283045769 5514.5274249017239 7172.6114771366119 945.304663002491 5043.5660705864429 9797.8002728819847 1814.9455404728651 1870.5384745597839 4243.5667936056852 9393.3193722367287 8430.988529831171 5041.8550778478384 6789.9877504706383 646.54941794276237 3779.1801325827837 1980.7449702620506 7583.2976572811604 10329.07157959044 10078.593497648835 2411.9297248721123 7970.117236405611 16325.213879168034 6575.2869625240564 3666.3118975013494 8392.5995209813118 1588.6394259035587 1408.0118537694216 37880.995560541749 27288.480028882623 leaf_count=18808 492868 6089 25641 32393 5659 21541 40164 7770 8681 17581 37661 33895 20196 27213 2608 15219 10017 34038 43113 42251 9770 31976 67051 26563 14916 37950 8065 5790 155928 110289 internal_value=-1.81725e-05 0.0012102 0.00104144 0.00316518 0.00282866 -0.000860007 -0.00115837 -0.00146583 -0.00785218 -0.00130332 -0.00115423 0.000779044 -0.00160688 0.00069185 -0.000932659 -0.00276794 0.00370775 0.00313425 0.000504151 -0.000795382 -0.00214529 -0.000213544 0.00104364 -0.00607859 0.00356491 0.00181203 0.000729548 -0.000219548 0.00181215 -0.00132091 internal_weight=333965 160766 159595 32224.1 31118.1 5988.87 173198 148519 3685.48 144833 140590 22866.2 13472.8 24679.8 14882 10569.2 25129.3 23148.5 127371 37365 27286.4 18299.2 90005.9 8987.22 4312.86 15975.9 84491.3 45021.7 39469.6 28696.5 internal_count=1411704 692932 674124 147687 141598 27200 718772 618652 16451 602201 584620 91752 54091 100120 59956 42432 114398 104381 526437 153673 111422 75089 372764 36333 17524 71988 347123 183130 163993 116079 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 1 1 0 1 3 2 2 1 3 0 2 0 2 0 0 2 2 3 2 2 2 2 2 0 2 split_gain=492.809 660.719 198.729 126.817 121.078 152.266 90.6395 78.3342 77.6529 71.4783 182.361 181.418 129.743 246.144 105.876 69.7764 91.5284 69.6991 175.452 153.451 157.431 115.481 70.8754 117.148 75.7566 69.0625 66.9178 101.32 193.867 65.6987 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 -4.4999999999999991 1126.780944824219 1.5000000000000002 -1.4999999999999998 95.500000000000014 10.500000000000002 1.1510000228881838 2770.7851562500005 6559.7421875000009 1.5000000000000002 1.0619999766349795 50.500000000000007 16543.466796875004 54.500000000000007 99995.847656250015 57.500000000000007 19.500000000000004 2602.8994140625005 7882.7980957031259 1.0619999766349795 3673.091186523438 145.14741516113284 3673.103149414063 1591.3311157226565 3673.091186523438 35.500000000000007 409.80384826660162 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 15 5 -2 -3 9 -7 10 -6 12 13 14 -12 16 26 19 -19 20 29 -22 23 -21 -24 -25 -4 -28 -29 -5 right_child=4 2 3 17 7 8 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 22 21 -23 24 25 -26 -27 27 28 -30 -31 leaf_value=0.02388985878371945 -0.0010976734119280875 0.010729622567394573 0.002029181408324135 0.013361350109546708 0.0018540646153922123 -0.0040015595902396645 0.0036398609797608965 -0.012359206715454997 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1232.5225727707148 2419.8389876633883 3443.2247469574213 1590.7054502218962 10815.278915137053 leaf_count=18770 127225 12317 17341 3598 21058 74230 30711 2248 6857 447924 3297 12107 9095 10619 4394 14403 8052 15415 3799 15420 18261 53612 7935 12631 373736 5054 11221 15947 7030 47279 internal_value=-1.91314e-05 0.0011781 0.00101505 0.000767823 -0.00112892 -0.00239533 0.00555256 -0.000632206 -0.00455921 -0.000583891 -0.00259847 -0.00522145 -0.00826184 -0.00515745 0.00302223 0.00325575 0.00424328 0.000464406 -0.0031284 0.000593966 0.00253574 0.000689526 4.71617e-05 0.00283119 -0.000178592 0.00653764 0.00524179 0.00690047 0.00447542 0.005221 internal_weight=333813 160580 159435 151197 173233 48803.7 8238.16 124430 18295.4 123919 14053.1 8843.44 5892.97 3964.7 1804.24 16435 13093.3 134762 4690.47 130072 28580 16935.9 101492 7612.53 93879 3821.75 11302.2 7453.77 5033.93 11644.1 internal_count=1411586 692532 673762 630734 719054 208312 43028 510742 81087 508494 60570 39512 27405 18310 7691 73994 59591 556740 19214 537526 122750 71873 414776 33105 381671 17685 51539 34198 22977 50877 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 1 1 0 1 2 0 2 0 2 0 0 2 2 0 0 2 0 0 2 2 0 2 2 0 1 split_gain=463.96 636.389 187.663 119.538 114.057 143.658 86.1946 74.5549 73.9971 71.1334 131.435 126.518 109.767 107.19 94.1036 138.238 126.016 90.9334 257.925 128.799 239.517 1125.74 266.551 264.504 186.001 147.956 464.502 88.8795 80.9296 78.9598 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 -4.4999999999999991 1126.780944824219 1.5000000000000002 -1.4999999999999998 94.500000000000014 9.5000000000000018 36363.248046875007 3.5000000000000004 5832.3920898437509 83.500000000000014 2770.7851562500005 82.500000000000014 6.5000000000000009 94494.871093750015 52302.683593750007 4.5000000000000009 4.5000000000000009 99995.847656250015 2.5000000000000004 2.5000000000000004 55938.710937500007 89440.765625000015 3.5000000000000004 64691.324218750007 47554.107421875007 59.500000000000007 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 -4 5 -2 -3 9 -7 10 11 13 29 -6 15 17 -17 18 27 20 21 23 -22 -19 -25 26 -23 -11 -18 -12 right_child=4 2 3 -5 7 8 -8 -9 -10 14 12 -13 -14 -15 -16 16 28 19 -20 -21 22 25 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.023667945299290002 -0.00106498243623161 0.010465483731327706 0.0031621574698376237 0.00045060007374954797 -0.032361663115080215 -0.0038324076602069771 0.0035364613582052869 -0.0099641972518519552 -0.01054026299145386 -0.013470062053355377 -0.00072102702012565316 -0.014875664242429466 -0.0070455973824287603 0.011128676786078718 0.0080072713749574226 0.00054888303274729545 -0.0069991458307397921 -0.051423730739490442 0.018725299472002747 -0.0061179973055329219 0.015296364015142812 -0.027505495026368759 -0.0012691804440443119 -0.002945084374141242 -0.028294603269155182 0.025529197197584251 0.019885355693918725 0.0081721191299813471 0.0066307435018533945 0.0063162245321670548 leaf_weight=1121.0229640081525 30501.507588893175 2210.4350529909134 16414.882515385747 134732.63383357227 59.850463762879372 16644.732295677066 6005.9401886165142 762.69307626783848 1624.5569327622652 421.60738252103329 94055.085304751992 1115.719940200448 2449.20876121521 345.09967383742332 1569.6582734286785 8316.2915907204151 4064.0879081040621 247.45776814222336 1048.7458729594946 1520.2782751023769 2188.6521511673927 258.07260279357433 1455.6022130250931 471.26694065332413 582.50122857093811 629.25456447899342 667.82453203201294 287.0638073682785 433.93400400876999 1457.200611948967 leaf_count=18770 127225 12317 73994 556740 254 72951 30711 3285 8136 1808 386168 5637 10069 1471 6343 33377 16370 1007 4271 6136 9051 1051 5876 2060 2348 2562 2719 1197 1757 5925 internal_value=-1.85332e-05 0.00114355 0.000985104 0.00074508 -0.00109544 -0.00232508 0.00540056 -0.000613389 -0.00442889 -0.000555709 -0.000910332 -0.00966247 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77.2652 75.7089 70.6113 70.35 67.3303 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 -4.4999999999999991 1126.780944824219 1.5000000000000002 -1.4999999999999998 90.500000000000014 10.500000000000002 16543.466796875004 54.500000000000007 99995.847656250015 55.500000000000007 19.500000000000004 2602.8994140625005 7882.7980957031259 48.500000000000007 45.500000000000007 2428.711791992188 56.500000000000007 6409.8125000000009 33.500000000000007 472.45382690429693 112.33882141113283 3910.889038085938 7700.5261230468759 32.500000000000007 3600.6882324218755 9188.5839843750018 52302.683593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 9 5 -2 -3 -6 -7 10 -4 13 -13 14 -5 -16 17 20 -18 -20 22 -22 23 -15 -19 -26 -24 -28 -23 -21 right_child=4 2 3 11 7 8 -8 -9 -10 -11 -12 12 -14 16 15 -17 18 24 19 29 21 28 26 -25 25 -27 27 -29 -30 -31 leaf_value=0.023445094436569152 -0.001033258104493441 0.01020686510209109 0.0050052768713759327 0.0050589550265098216 -0.00058130880020631224 -0.0037723752112170804 0.0034358563106502388 -0.039039763611510625 -0.010859388526220714 -0.00069031521338054267 -0.0020914516254937508 -0.0057596173345584251 0.0086628608108611661 0.010415189951723624 -0.0034653750210456415 0.0020568528152320516 -0.00061960517304283512 -0.0029704461759138784 0.0052753287009919053 -0.00025850454167641152 0.0006682482214759118 -0.012284568366140709 6.7255434335787665e-05 -0.0013674053636579572 -0.018102402211683473 -0.0042843091089101379 0.0050325707777453535 0.00049609340437279661 -0.0043197040483954818 0.0084640205098161399 leaf_weight=1098.0767330527306 30494.95675188303 2198.6306623220444 11268.162466138601 11625.783173665404 124337.55928854644 16879.683663576841 5996.4921468496323 44.580383650958538 1363.890738338232 3339.9877506196499 1790.433339715004 3807.1813272982836 880.92875483632088 596.56035900115967 4296.8535714447498 12635.373416155577 16114.267972826958 6009.2464329600334 8366.9785364568233 10277.38968038559 8775.1597118526697 1305.3757223635912 12200.060523197055 18051.796190783381 686.59572498500347 775.58888414502144 8298.7496929913759 4918.0517635941505 4239.1509748846292 863.37725868821144 leaf_count=18770 127225 12317 51539 50877 510505 74230 30711 237 6857 14403 8052 15357 3857 2463 18261 53612 65332 24235 36306 42269 35509 5243 49937 72976 2759 3116 33889 20036 17018 3688 internal_value=-1.79518e-05 0.00110979 0.000955845 0.00072285 -0.00106293 -0.00225687 0.00525242 -0.000595093 -0.0043022 0.00307039 0.00403226 0.000437109 -0.00304953 0.00056281 0.00244811 0.000655489 3.22493e-05 -0.000539544 0.00108935 0.00250103 -3.30621e-05 -0.00198914 0.000602596 -0.00099048 -0.0044974 -0.0107728 0.00177144 0.00334452 -0.00619491 0.000417466 internal_weight=333537 160416 159318 151123 173121 48738.5 8195.12 124382 18243.6 16398.6 13058.6 134724 4688.11 130036 28558 16932.2 101478 65856.3 35622 19507.7 58384.9 14319.7 44065.2 18648.4 7471.43 1462.18 25416.9 13216.8 5544.53 11140.8 internal_count=1411586 692532 673762 630734 719054 208312 43028 510742 81087 73994 59591 556740 19214 537526 122750 71873 414776 267181 147595 82263 237071 57770 179301 75439 30110 5875 103862 53925 22261 45957 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=1 0 0 1 3 2 0 3 2 0 2 2 3 0 1 1 2 2 0 1 2 2 2 2 2 2 2 0 0 1 split_gain=411.135 590.069 168.925 102.022 101.818 142.11 104.961 92.1735 164.272 153.325 124.952 82.4098 82.7071 79.7608 73.3399 72.0437 70.5723 156.457 115.918 319.547 89.2206 68.6996 66.4844 60.7331 63.2449 167.14 141.974 133.571 60.7806 77.6427 threshold=1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 -2.4999999999999996 1.1510000228881838 207.08887481689456 49.500000000000007 1.532000005245209 276.59585571289068 45.500000000000007 2871.6833496093755 134.73744964599612 3.0835000276565556 94.500000000000014 1.5000000000000002 -18.499999999999996 2871.6833496093755 6559.7421875000009 51.500000000000007 1.5000000000000002 156.82556152343753 112.33882141113283 3673.103149414063 455.77806091308599 3673.091186523438 8796.4672851562518 5454.4433593750009 45.500000000000007 53.500000000000007 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 15 -4 6 11 -2 8 9 -7 14 12 -6 -12 -9 -3 20 18 19 -18 -8 -5 -20 -10 27 26 -26 -25 29 -27 right_child=4 2 3 21 5 7 16 10 23 -11 13 -13 -14 -15 -16 -17 17 -19 22 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31 leaf_value=0.023221275134475649 -0.0055502520428805553 0.017101792422747841 0.0021396777646966228 0.0070720730913152036 0.002531264777083056 0.00074955380337270736 -0.0048401926208225289 -0.0013563328697890754 -0.0079251514765036613 0.015785344223642282 -0.00013606530360166556 -0.0064517716480129595 -0.020302143798717559 -0.010067385943754352 -0.0041190612652392301 0.0036127070635004963 0.0057727611661168967 0.0041432026796814946 -0.01406081201956879 -0.020186253998206484 0.0030459260623207766 0.00011421068694480978 0.00036260374320795343 0.0055276623338791891 -0.0014971002330064558 0.0024097620925871551 -0.012595979893410502 -0.00081863472777604174 0.0062250543440291965 -0.0093074659200659219 leaf_weight=1075.7400969043374 8546.7169421166182 365.12594279646873 30852.723269075155 1291.9016826450825 1772.1077921837568 1184.2013006657362 1770.1154590398073 25209.980762273073 778.21995529532433 1259.6643791347742 80322.224887147546 5911.194811835885 155.28284232318401 734.4648407176137 13163.197921797633 14821.27128341794 1481.4509734660387 1668.5370691269636 1755.1717789620161 599.47417342662811 4771.8935238867998 111913.17530448735 343.99629655480385 5450.9476473033428 2974.5361785590649 2121.0313642323017 1592.6706222593784 6597.3281094431877 2249.7016231566668 669.66706444323063 leaf_count=18770 36722 2286 134575 5313 7566 5110 7627 105051 3353 5349 326060 25554 662 3172 57453 72417 6267 6752 9195 2773 19645 459171 1474 22206 13170 8553 6662 26875 9024 2779 internal_value=-1.73827e-05 0.00107724 0.000927646 0.000610401 -0.00103128 -0.000761359 -0.00299272 -0.000547673 0.00111355 0.00849959 -0.000893716 -0.00469531 0.00069166 -0.000226054 -0.00230403 0.00393702 -0.00122861 -0.00362314 -0.00672317 -0.00170553 0.000912126 0.000193614 -0.0116972 0.000308952 0.00060485 -0.00121067 -0.00536749 0.00205259 0.00255591 -0.00040195 internal_weight=333404 160320 159244 144058 173084 152146 20937.4 144308 24878 2443.87 119430 7838.59 1927.39 81056.7 38373.2 15186.4 12390.6 5848.63 4180.09 2080.93 6542.01 113205 2099.17 22434.1 21655.9 9607.61 4567.21 12048.3 5040.4 2790.7 internal_count=1411586 692532 673762 599059 719054 628599 90455 594817 103081 10459 491736 33782 8228 329232 162504 74703 53733 26461 19709 9040 27272 464484 10669 92622 89269 40188 19832 49081 20356 11332 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 2 2 3 3 2 2 3 1 0 2 1 1 0 1 2 0 0 2 2 2 0 0 2 0 2 split_gain=387.027 568.034 162.164 103.905 98.2667 106.388 83.8414 135.052 131.379 102.993 89.3372 85.0088 246.316 88.024 79.4028 73.6936 72.7116 98.1065 72.0049 71.8556 78.8913 67.6585 231.881 94.6518 116.298 80.5223 135.192 106.485 90.7014 128.63 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 -4.4999999999999991 4.5000000000000009 215.8664245605469 7188.3642578125009 3.2575000524520878 1.1510000228881838 2871.6833496093755 417.75494384765631 1.0619999766349795 1.5000000000000002 50.500000000000007 215.8664245605469 -41.499999999999993 29.500000000000004 89.500000000000014 -1.4999999999999998 16543.466796875004 54.500000000000007 19.500000000000004 2680.677124023438 99995.847656250015 7188.3642578125009 48.500000000000007 45.500000000000007 2428.711791992188 56.500000000000007 52302.683593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 15 6 -6 7 8 9 -2 -10 12 13 -11 -9 -3 -7 -18 -4 20 -17 22 -5 24 -24 26 -23 -27 -29 -30 right_child=4 2 18 21 5 16 -8 14 10 11 -12 -13 -14 -15 -16 19 17 -19 -20 -21 -22 25 23 -25 -26 27 -28 28 29 -31 leaf_value=0.022996460258188606 -0.0013077333665101347 0.021017171711470155 0.011226194056935486 0.0049584238629716898 -0.010293828311442993 -0.0028792740454519693 0.00016163779136373226 -0.016515483243579866 -0.0016128275839898489 -0.0047046962896283 0.00091478305164538248 -0.0099410156573205913 -0.01972513098635871 0.0085684429791096674 -0.0029872528835101315 0.0046860170261547353 0.0069699828969073951 -0.019547348488469837 0.0037766699186273637 -0.0011521131619892681 -0.002097597959312165 -8.3928621435911546e-05 -0.0037654751432462485 -0.0046809088770732961 0.0019571408344521931 -0.0006290492727156192 -0.004362206936107605 0.0050246878738254598 -0.00031046272820808954 0.0087306930859472522 leaf_weight=1053.9991407468915 10155.889796048403 200.78197878599167 1570.4521943330765 11956.128168553114 1647.870390728116 16629.996065616608 57444.169010333717 396.88838461041451 19133.645688861609 776.1285844296217 36770.818789258599 2886.0463501960039 560.33127988874912 1069.0677199065685 24175.049080252647 11170.800449624658 1240.6584657877684 139.70857252180576 4553.8755882680416 3398.0017469525337 1790.2105066776276 59084.536558836699 4151.1938690245152 3610.084899649024 13892.28623367846 16109.140518561006 7490.1658645570278 8396.3534956723452 10180.416700661182 1645.0896032452583 leaf_count=18770 42105 1078 9276 52529 8218 71435 232977 1681 80576 3410 150498 14173 2524 4455 101318 51169 5054 630 24185 14744 8051 239921 17743 14683 59437 65312 30183 36469 41857 7125 internal_value=-1.68658e-05 0.00104542 0.000900086 0.000708571 -0.00100073 -0.00299766 -0.000744769 -0.00128757 -0.000626993 -0.00307592 4.96928e-05 -0.00646954 -0.00230461 0.00298548 -0.00320576 0.00295272 -0.0023301 0.00428613 0.00568694 0.002731 0.00374905 0.000436348 0.00160498 -0.000246635 0.000640561 5.46637e-05 -0.000565268 0.00119066 0.00264027 0.000947286 internal_weight=333280 160254 159200 153075 173026 19658.2 153368 95923.9 71351.9 15447.5 55904.5 5291.57 2405.53 1845.2 24571.9 16559.8 18010.4 1380.37 6124.33 16359 12961 136515 33609.7 21653.6 18043.5 102906 66574.7 36331 20221.9 11825.5 internal_count=1411586 692532 673762 640301 719054 85337 633717 400740 297741 66667 231074 24562 10389 7865 102999 75042 77119 5684 33461 73964 59220 565259 144392 91863 77180 420867 270104 150763 85451 48982 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 2 3 2 0 0 2 0 2 2 2 2 0 0 0 2 0 3 2 2 0 2 0 2 0 split_gain=372.333 559.217 153.791 113.067 106.096 98.8618 82.1135 189.451 264.14 124.82 118.089 113.705 112.541 971.751 465.69 221.579 612.82 148.368 126.593 108.765 112.102 140.707 127.823 108.762 93.9723 88.8753 156.615 87.8775 86.9526 78.8032 threshold=1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 5.5000000000000009 -1.4999999999999998 224.80538177490237 39196.445312500007 17.333499908447269 10120.596191406252 5.5000000000000009 54.500000000000007 99995.847656250015 3.5000000000000004 64691.324218750007 72035.476562500015 99995.847656250015 89440.765625000015 2.5000000000000004 2.5000000000000004 81.500000000000014 11617.274414062502 18.500000000000004 2.0774999856948857 30553.010742187504 2726.1987304687505 13.500000000000002 13578.460937500002 51.500000000000007 17012.167968750004 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 6 -4 -5 7 19 24 12 11 -11 13 -8 -14 16 18 -17 -15 20 29 23 27 25 -9 26 -22 -23 -24 -2 right_child=3 2 4 5 -6 -7 9 8 -10 10 -12 -13 14 15 -16 17 -18 -19 -20 -21 21 22 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.023054570500138205 -0.0049183139104938007 0.0038111440887252453 0.001684897090417487 -0.010902912499289579 3.7413060512961207e-06 -0.0026005218526353878 -0.032236125316726531 -0.012025039160404045 -0.014752102164337179 0.00028929140550731756 0.0037864245415489581 -0.0062885207066599074 0.018446026010870465 -0.002001242560771626 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61830 2919 1680 9592 22064 14876 16712 7397 1798 6241 9062 2357 2777 2620 16202 2488 17650 4161 4870 6078 8420 21947 12336 14591 421858 internal_value=3.80768e-05 0.00107934 0.000936497 -0.000927829 0.000634242 -0.00334374 -0.000684136 -0.000960173 -0.00747991 0.00102104 -0.000794941 -0.00253643 0.00384891 0.0010818 0.00812786 0.0061347 -0.00267454 0.0111532 0.0110142 -0.000766641 -0.000615299 0.00135644 -0.000775749 0.00411151 0.000911506 0.00287389 0.00103943 0.0016599 -0.00466234 -0.00101717 internal_weight=333180 160335 159300 172844 144144 15837.3 157007 135132 3895.61 21875.4 13321 9652.01 8554.38 5194.92 3359.46 4510.82 1637.12 2873.7 1052 131236 127326 21557.5 12152.6 9404.99 1808.63 8198.44 6095.83 7470.77 4681.78 105769 internal_count=1411818 693270 674452 718548 599655 69057 649491 560668 17350 88823 53652 38776 35171 21533 13638 18614 6775 11839 4418 543318 527116 86463 48738 37725 7758 32855 24435 29986 18752 440653 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 2 3 2 0 0 0 2 2 2 2 0 0 2 0 2 0 3 2 0 2 0 2 2 0 split_gain=350.477 538.331 145.027 106.525 99.8771 93.8162 77.2937 178.573 249.553 117.596 111.144 106.05 914.497 439.619 208.772 576.528 140.01 119.605 104.184 102.444 105.496 132.424 120.587 102.514 88.6342 88.5656 83.637 147.396 75.5587 93.2722 threshold=1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 5.5000000000000009 -1.4999999999999998 224.80538177490237 39196.445312500007 17.333499908447269 10120.596191406252 5.5000000000000009 52.500000000000007 3.5000000000000004 64691.324218750007 72035.476562500015 99995.847656250015 89440.765625000015 2.5000000000000004 2.5000000000000004 99995.847656250015 81.500000000000014 11617.274414062502 18.500000000000004 1.9854999780654909 30553.010742187504 51.500000000000007 2726.1987304687505 13.500000000000002 13578.460937500002 54303.691406250007 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 6 -4 -5 7 19 25 11 18 12 -8 28 15 17 -16 -14 -11 20 -2 23 24 26 -23 -9 27 -22 29 -13 right_child=3 2 4 5 -6 -7 9 8 -10 10 -12 13 14 -15 16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.022830713684105237 -0.00098683293699684533 0.0037024899350898534 0.0016349554597301459 -0.010630245063996705 3.6288250814735932e-06 -0.0025236895342500907 -0.031267599925064712 -0.011699433277070386 -0.01434994346319025 0.0002429006203648667 0.0036398530236693054 0.0065135650463455817 -0.0019411397003415072 -0.0038429804029450252 0.014554034584729876 -0.026449439410981729 -0.00096620773445484662 0.018809357098767951 -0.0060654669541858582 -0.0055290252577082687 -0.01287190450150707 -0.001035199480244319 -0.0042191785670919737 0.012158248718732495 0.0058264827453418959 0.0043852023948570329 0.0079476477994743222 0.0025762959094984589 0.028862786863261783 0.022147794902653201 leaf_weight=1014.5827322900295 105750.57231199741 15133.138784632087 54039.979166328907 1410.582061201334 90084.097401618958 14412.936469495296 684.12849350273609 393.8276401758194 2081.1985809206963 5471.0820757746696 3709.1674971580505 672.55259507894516 410.28603239357471 1547.3935948461294 2181.8851037621498 585.50609573721886 688.10217821598053 639.90656760334969 4138.4296974986792 3906.5679465383291 618.66265600919724 4066.239904999733 5180.6230372339487 1205.2999846935272 2904.4680199325085 1415.2947848588228 2102.3265405148268 5476.6327210068703 433.42903697490692 701.80083079636097 leaf_count=18818 440653 74797 230895 7227 368760 61830 2919 1680 9592 21925 15042 2748 1798 6241 9062 2357 2777 2620 16685 16202 2488 16346 20752 4870 11640 6078 8420 21947 1776 2873 internal_value=3.69728e-05 0.00104743 0.000908657 -0.000900287 0.000615302 -0.00324635 -0.000663783 -0.000931591 -0.0072658 0.000991073 -0.000771229 0.00373789 0.00105068 0.0078945 0.00595778 -0.00259614 0.0108329 0.0107026 -0.00247386 -0.000743786 -0.000596943 0.00131596 -0.000752552 0.00398907 0.00182384 0.00088374 0.00278796 0.00100833 0.0179413 0.014497 internal_weight=333061 160272 159257 172789 144124 15823.5 156965 135102 3890.32 21863.7 13318.7 8544.99 5189.81 3355.18 4505.69 1635.7 2869.99 1050.19 9609.51 131211 127305 21554.3 12151.3 9402.92 6970.71 1809.12 8197.62 6095.3 1807.78 1374.35 internal_count=1411818 693270 674452 718548 599655 69057 649491 560668 17350 88823 53652 35171 21533 13638 18614 6775 11839 4418 38610 543318 527116 86463 48738 37725 27986 7758 32855 24435 7397 5621 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 2 1 1 2 3 2 0 0 2 0 2 2 2 2 0 0 0 2 0 3 2 2 0 2 0 split_gain=329.9 518.124 139.601 103.682 100.358 89.0144 76.1568 74.7156 72.7575 168.324 235.772 110.804 104.639 100.81 99.9427 860.949 415.086 196.707 542.555 132.134 113.018 96.4897 99.2783 124.63 114.203 96.632 83.4707 78.7106 138.728 74.2797 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 -1.4999999999999998 5.5000000000000009 224.80538177490237 -43.499999999999993 -1.4999999999999998 39196.445312500007 17.333499908447269 10120.596191406252 5.5000000000000009 54.500000000000007 99995.847656250015 3.5000000000000004 64691.324218750007 72035.476562500015 99995.847656250015 89440.765625000015 2.5000000000000004 2.5000000000000004 81.500000000000014 11617.274414062502 18.500000000000004 1.6674999594688418 30553.010742187504 2726.1987304687505 13.500000000000002 13578.460937500002 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 8 -6 -3 -4 9 21 26 14 13 -13 15 -10 -16 18 20 -19 -17 22 29 25 -25 27 -11 28 -24 -2 right_child=4 2 7 -5 5 -7 -8 -9 11 10 -12 12 -14 -15 16 17 -18 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.022605783063324898 -0.0047474388026865115 0.021852789468241821 0.010971487438690844 0.00010545640969739339 -0.010363535345573003 -0.002449100675957082 0.0016617971736225686 0.0033767379311282972 -0.03034175591042193 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11839 4418 543318 527116 86463 48738 37725 7758 32855 24435 440653 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=1 0 1 3 1 1 0 2 3 0 2 2 0 1 3 2 3 0 3 2 3 2 0 2 0 2 2 2 2 2 split_gain=310.535 498.575 133.221 110.948 94.5449 85.5288 85.101 82.7762 160.59 256.001 179.37 172.43 169.893 122.21 77.9289 107.927 77.3898 73.2961 71.3202 115.071 108.753 171.262 104.498 98.2591 71.3288 70.1916 171.569 92.9772 77.7241 74.6248 threshold=1.0000000180025095e-35 1.5000000000000002 -20.499999999999996 10.80550003051758 5.5000000000000009 24.500000000000004 89.500000000000014 4905.5217285156259 2.0774999856948857 48.500000000000007 8598.4760742187518 23484.753906250004 74.500000000000014 -7.4999999999999991 1.0205000042915346 3673.091186523438 1.7404999732971194 80.500000000000014 1.1510000228881838 207.08887481689456 1.532000005245209 276.59585571289068 41.500000000000007 282.07974243164068 49.500000000000007 269.37811279296881 1061.0313110351565 181.1947937011719 2770.7851562500005 2243.352905273438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 7 18 -6 -7 13 9 10 -9 17 -13 16 15 -15 -4 -10 24 -20 21 22 -21 -22 25 27 -27 -2 29 -28 right_child=4 2 3 -5 5 6 -8 8 11 -11 -12 12 -14 14 -16 -17 -18 -19 19 20 23 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.022379769379558177 -0.0041116011941497339 0.0095343238547064384 0.0098229173462483551 0.0031719947543887854 -0.0038976537590819679 0.0045947275054314812 -0.018186898249135677 -0.012833115043025858 0.0027356894528708809 0.0022795688946226785 -0.0035352804641130505 -0.0035201814808071934 0.0066833625827924818 0.0005885809831543495 0.00064739122631816937 0.013442214981718027 0.0013914051094722807 -0.0052652573832767105 -0.0040997501348369204 -0.002929035024754592 -0.0050620852336782096 0.00086318610200171648 0.013181123125524632 -0.00039437636369247901 -0.00086577674417296453 -0.017789774842626886 -0.0048849240116599557 0.01052189012975603 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0.00101944 0.000792752 0.00612954 0.00615937 0.00231491 -0.000624873 -0.000392592 -0.00019104 0.0017545 0.00975757 -0.000573739 -0.00238631 -0.00469617 -0.00641625 0.000365596 -0.00390925 0.000483353 internal_weight=332828 160149 159174 157598 172679 15796.8 1989.12 142020 47623 14377.5 9330.92 33245.6 12563.9 94396.9 90409.5 2397.23 3987.41 20681.7 156883 138605 131457 21608 2165.36 109849 18277.9 7255.66 5415.41 1840.25 4437.32 1995.24 internal_count=1411818 693270 674452 666144 718548 69057 8256 589866 196616 58695 37710 137921 51210 393250 374514 11420 18736 86711 649491 570993 540630 88947 9053 451683 78498 30772 22997 7775 18710 8097 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 2 1 1 1 0 2 3 2 0 0 2 0 2 2 2 2 0 0 0 2 0 3 2 2 0 split_gain=292.327 479.66 127.671 95.7456 89.0577 84.6871 71.1526 70.9895 70.6959 85.3771 67.8773 159.087 222.785 104.418 98.3822 94.8983 94.1739 810.824 391.894 185.332 510.727 124.703 106.798 91.1709 92.5676 117.292 110.235 95.7663 91.0872 86.6992 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 -1.4999999999999998 5.5000000000000009 377.56446838378912 -43.499999999999993 -1.4999999999999998 24.500000000000004 89.500000000000014 39196.445312500007 17.333499908447269 10120.596191406252 5.5000000000000009 54.500000000000007 99995.847656250015 3.5000000000000004 64691.324218750007 72035.476562500015 99995.847656250015 89440.765625000015 2.5000000000000004 2.5000000000000004 81.500000000000014 11617.274414062502 18.500000000000004 2.279500007629395 19525.543945312504 30553.010742187504 51.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 10 -6 -3 -4 -7 -10 11 23 -13 16 15 -15 17 -12 -18 20 22 -21 -19 24 -2 28 29 -28 -26 -27 right_child=4 2 7 -5 5 8 -8 -9 9 -11 13 12 -14 14 -16 -17 18 19 -20 21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.022152667126976468 -0.00090697363245116711 0.021252773107003051 0.010619795500848673 8.5395046213879449e-05 -0.0082233773016611514 -0.0029325086776739173 0.0015815794646857277 0.0031907421937406228 0.0052578994004180649 -0.017645866395367749 -0.02944395754632962 0.00084335406196004836 -0.013567718923054559 0.00027688728349809931 0.0034694694277317543 -0.0057339501961687894 0.016989118275802274 -0.0018144653590685571 -0.0036014416140014152 0.013755266204291535 -0.024868580659594349 -0.00089707606783550123 0.017815901401765987 -0.0051983366397631639 0.0026356265429685983 -0.0012746048932381583 -0.011891600207544078 -0.0016967242328893672 0.011476728759337598 0.0049761189383590119 leaf_weight=955.20849771052599 105695.66712993383 165.97588619589806 1557.9725952744484 96350.275114521384 2350.7046899497509 11541.266810745001 56531.074091166258 4505.0260292887688 1733.1642196029425 159.99954190850258 683.30112022161484 1809.7633868008852 2069.4692693725228 5505.6844904124737 3665.6990635097027 4142.5474129617214 1797.7060234099627 410.31286354362965 1548.4860331565142 2174.1399255990982 585.64105580747128 688.25007221102715 636.14234712719917 3899.8752795159817 8195.731226220727 4938.8850740045309 1206.7121271640062 2651.1480608135462 1202.6911607682705 3352.8382924497128 leaf_count=18818 440653 919 9375 397002 12092 49174 243014 24142 7083 708 2919 7758 9592 22064 14876 16712 7397 1798 6241 9062 2357 2777 2620 16202 32855 19844 4832 10623 4870 13439 internal_value=3.38522e-05 0.000957382 0.000830137 0.000660996 -0.000822382 -0.00297027 0.00163917 0.00509974 -0.0020511 0.0033222 -0.000606236 -0.00085721 -0.00684458 0.000945523 -0.00071434 -0.00230392 0.00353813 0.00100318 0.00746062 0.00563209 -0.00243559 0.0102322 0.0101189 -0.000680104 -0.000541625 0.00125046 -0.000696239 -0.00488561 0.003767 0.00125294 internal_weight=332711 160066 159110 153047 172646 15785.1 56697 6063 13434.4 1893.16 156861 135023 3879.23 21837.9 13313.9 9648.23 8523.98 5177.79 3346.19 4494.49 1632.1 2862.39 1046.46 131144 127244 21548 12149.6 3857.86 9398.42 8291.72 internal_count=1411818 693270 674452 640935 718548 69057 243933 33517 56965 7791 649491 560668 17350 88823 53652 38776 35171 21533 13638 18614 6775 11839 4418 543318 527116 86463 48738 15455 37725 33283 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 0 2 0 2 2 0 0 2 0 1 2 2 1 1 0 2 0 2 1 2 2 3 0 3 split_gain=277.266 433.248 118.601 99.1265 122.023 91.2519 131.113 89.1006 109.319 85.4597 148.239 132.327 192.207 169.756 99.7538 108.098 89.6491 84.8926 112.131 74.6601 73.1278 91.0421 71.6898 69.3785 68.3312 67.1628 66.5727 63.3866 59.1447 57.584 threshold=1.0000000180025095e-35 1.5000000000000002 -18.499999999999996 16.500000000000004 589.46820068359386 79162.558593750015 2.5000000000000004 52302.683593750007 4.5000000000000009 5342.6640625000009 937.66867065429699 50.500000000000007 33.500000000000007 23484.753906250004 64.500000000000014 -6.4999999999999991 8226.4770507812518 1126.780944824219 1.5000000000000002 -9.4999999999999982 28.500000000000004 156.82556152343753 94.500000000000014 54303.691406250007 -8.4999999999999982 94494.871093750015 325.14366149902349 1.0205000042915346 84.500000000000014 1.1510000228881838 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 7 25 -6 -9 10 20 12 13 24 15 -12 -14 18 -2 -15 26 -22 29 28 -11 -7 -5 -17 -13 -19 right_child=17 2 3 9 5 6 -8 8 -10 11 14 23 16 19 -16 27 -18 22 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.021287696081263508 -0.00076806647768123298 0.0082380653358279984 0.013562882447112177 0.0078512789214158132 0.0021138175623199649 -0.010413332235228811 -0.0032432552891337144 0.014998317523580025 0.0012863211568214709 -0.0084832693156115541 0.0083960329019798306 0.0017136746300299875 -0.010969606849883132 -0.017592842941530733 -0.0024800375739703309 0.0080298108741271024 -0.0039361788643282021 -0.0021674657315880461 -0.0037470356855058003 -0.0032249329920603694 0.0027410398204530382 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internal_value=1.50467e-05 0.000914528 0.000794946 0.000704816 0.00214048 0.0018572 -0.00140652 0.00261701 0.00854922 0.000309544 0.000811554 -0.000933336 -0.00208132 -0.000163004 0.00210538 0.00257402 -0.00562183 -0.000818859 -0.00188202 -0.00400078 -0.000362821 -0.00109021 -0.000402577 0.00199182 0.00224687 0.008866 0.00160297 0.00213316 0.000791405 -0.000346272 internal_weight=332683 160048 159115 157211 33939.4 33118.1 6254.1 26864 2100.54 123271 87805.9 35465.5 25469.9 16519.4 41778.2 37904.3 8950.49 172634 48575.5 6371.93 46027.7 33596.2 124059 9995.69 10147.4 948.624 12431.4 35236.1 8122.09 123307 internal_count=1412163 693410 674643 664608 155123 151383 28662 122721 10695 509485 363692 145793 103819 67626 175502 159513 36193 718753 208452 25541 188190 136835 510301 41974 42085 5890 51355 146912 33802 507031 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 0 0 2 0 1 2 2 1 0 2 2 2 1 0 2 0 2 2 2 0 1 2 0 split_gain=261.011 416.384 112.113 93.4063 117.115 80.4279 139.57 124.534 180.826 159.743 93.9111 102.761 84.447 79.9511 105.723 72.8656 95.9531 124.418 71.1986 70.1498 68.8114 85.6632 67.5767 66.3924 65.7629 116.321 69.2127 64.2109 63.5998 62.8265 threshold=1.0000000180025095e-35 1.5000000000000002 -18.499999999999996 16.500000000000004 1921.9818115234377 5342.6640625000009 937.66867065429699 50.500000000000007 33.500000000000007 23484.753906250004 64.500000000000014 -5.4999999999999991 7882.7980957031259 1126.780944824219 1.5000000000000002 4.5000000000000009 99995.847656250015 12411.391601562502 358.41200256347662 -9.4999999999999982 28.500000000000004 156.82556152343753 94.500000000000014 35189.248046875007 47554.107421875007 79162.558593750015 2.5000000000000004 -8.4999999999999982 94494.871093750015 81.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 18 6 20 8 9 27 11 -8 -10 14 -2 24 17 -17 -4 -11 -5 -22 -15 29 -6 -26 28 -7 -27 -9 right_child=13 2 3 5 15 7 10 23 12 19 -12 -13 -14 22 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.021052868572010813 -0.00074514474239205819 0.0080222511849299197 0.018154246713651075 0.0015553162012311814 -1.7874560603050965e-06 -0.0082074956929395759 0.0074465392800855314 0.0016549136261684854 -0.011070641748529082 -0.017049953499605169 -0.0024046988253931664 0.002004994248902946 -0.0039414666126442342 -0.00033590347724765754 -0.00363888375525324 -0.0016513830613146066 -0.0041951617130945845 0.0034820336768993376 0.0047157758770709265 -0.0031284954217902167 0.002659716371782707 -0.0016746948196213497 -0.009365905368215275 0.0057804228094722387 0.013851194171222284 -0.010037468058761372 -0.0021051969937047718 0.0027284774853967618 0.011893392812482311 -0.0058470064070521655 leaf_weight=916.29736701771617 30406.431395426393 1896.3565056622028 373.38968387246132 12428.127500116825 2114.1661141514778 508.72072064876556 3434.8309481143951 5905.2657832205296 1897.7106738090515 344.3742872774601 3875.4243085086346 34445.960373535752 7053.1404073536396 123300.37621358037 18143.298005729914 7545.3181380033493 3519.5375446975231 9727.3495603352785 7136.5893426686525 6027.2650025933981 4785.2107715904713 28814.410115793347 750.41065452992916 2875.0768249034882 1291.0001101046801 139.69010566174984 1256.0380573868752 9636.0004670023918 803.9359497576952 1210.6957046836615 leaf_count=18767 127149 10035 1700 51355 11427 2261 16093 24483 7695 1381 15989 143420 28498 507031 81303 33119 14384 42552 32239 24160 19595 117240 3270 12430 7592 866 6220 39824 5024 5061 internal_value=1.46403e-05 0.000887666 0.000771489 0.000683993 0.0020784 0.000300358 0.000787433 -0.000905494 -0.00201907 -0.000158119 0.00204334 0.0024984 -0.00545296 -0.000794458 -0.00182655 0.00113797 0.000319626 0.00123957 0.00538393 -0.00388092 -0.000351926 -0.00105739 -0.000390528 0.00193302 0.00417377 0.00670276 0.00250728 0.00218008 0.00864685 0.000378552 internal_weight=332562 159962 159046 157149 33907 123242 87784 35458.2 25467.2 16516.4 41756.2 37880.8 8950.85 172601 48549.7 26397 20792.2 17272.7 7509.98 6371.64 46027.7 33599.6 124051 9991.04 5604.83 3490.66 2199.66 10144.7 943.626 7115.96 internal_count=1412163 693410 674643 664608 155123 509485 363692 145793 103819 67626 175502 159513 36193 718753 208452 121184 90055 75671 33939 25541 188190 136835 510301 41974 31129 19702 12110 42085 5890 29544 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 0 2 0 3 2 0 2 2 1 0 1 2 2 2 0 0 2 0 1 2 3 2 0 2 split_gain=245.702 400.091 105.969 88.0176 110.66 81.138 116.969 80.2707 78.6901 77.1157 111.245 100.229 87.4217 120.921 100.762 161.086 89.8417 83.3389 75.6904 131.397 117.2 170.122 150.323 88.4042 97.4793 79.729 69.5283 207.086 114.213 91.9603 threshold=1.0000000180025095e-35 1.5000000000000002 -18.499999999999996 16.500000000000004 589.46820068359386 79162.558593750015 2.5000000000000004 72035.476562500015 3.5000000000000004 1.1510000228881838 215.8664245605469 49.500000000000007 2871.6833496093755 6559.7421875000009 2.5000000000000004 51.500000000000007 1.5000000000000002 173.86003112792972 5342.6640625000009 937.66867065429699 50.500000000000007 33.500000000000007 23484.753906250004 64.500000000000014 -6.4999999999999991 8226.4770507812518 1.532000005245209 276.59585571289068 54.500000000000007 282.07974243164068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 7 -7 -6 -9 11 -11 -2 17 14 15 16 -14 -13 19 -5 21 22 -20 24 -21 -23 27 28 -12 -28 right_child=9 2 3 18 5 6 -8 8 -10 10 26 12 13 -15 -16 -17 -18 -19 20 23 -22 25 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.020817105089880026 -0.0049952499718399351 0.0078114830649700772 0.012942637595776914 -0.00034136205791077606 0.0022328087635849307 0.0084323647167786724 -0.0030553651352904845 0.02340065468545598 -0.00014943227574845512 -0.003800757121444954 0.0036387641984321761 -0.0035699490954431744 0.0051145616802147232 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10035 3740 188190 119863 5890 22772 1982 876 38413 3599 8378 6177 6717 2810 9715 934 18663 42085 12601 41974 8697 25541 15989 146912 27496 18672 92865 3421 471760 internal_value=1.42446e-05 0.000861571 0.000748709 0.000663771 0.0020181 0.00174897 -0.00132958 0.00246645 0.0139989 -0.000770763 -0.000536448 -0.00248716 -0.000752085 -0.00343195 -0.00618276 -0.00430494 0.00247321 0.0016441 0.000291431 0.000763996 -0.00087849 -0.0019587 -0.000153382 0.00198299 0.00242482 -0.00528925 -0.000334454 0.00113411 0.011397 -0.000632437 internal_weight=332450 159879 158980 157091 33875.2 33060.7 6248.71 26812 532.412 172571 151842 20728.8 12252.6 5783.91 4125.01 3554.83 1671.66 6468.66 123216 87764.8 35450.7 25464.4 16513.3 41736.9 37860.1 8951.05 142994 24120.4 1648.56 118874 internal_count=1412163 693410 674643 664608 155123 151383 28662 122721 2858 718753 628730 90023 53394 26353 19636 16826 7111 27041 509485 363692 145793 103819 67626 175502 159513 36193 590317 99885 7020 490432 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 2 0 2 2 3 2 0 0 0 2 0 3 2 0 2 2 1 0 1 2 2 0 2 1 2 split_gain=231.293 384.353 101.167 78.3539 84.8408 91.3136 81.8887 79.6254 74.2969 116.332 193.432 97.4499 78.4284 99.7357 94.6528 77.8866 75.6182 109.339 98.1213 80.4334 122.943 95.9378 152.405 84.7712 78.4049 71.4407 98.2677 68.2669 64.5471 64.5243 threshold=1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 2385.3286132812505 30553.010742187504 79162.558593750015 2.5000000000000004 68532.378906250015 36363.248046875007 17.333499908447269 10120.596191406252 81.500000000000014 6.5000000000000009 52.500000000000007 72035.476562500015 97.500000000000014 1.1510000228881838 215.8664245605469 49.500000000000007 2871.6833496093755 6559.7421875000009 2.5000000000000004 51.500000000000007 1.5000000000000002 173.86003112792972 64691.324218750007 67.500000000000014 2726.1987304687505 -2.4999999999999996 269.37811279296881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -5 7 -7 -6 9 11 27 16 -10 14 -14 25 18 -18 29 24 21 22 23 -21 -20 26 -15 -11 -4 -2 right_child=8 2 28 4 5 6 -8 -9 12 10 -12 -13 13 15 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.020580431150372152 -0.00035797970427131571 0.010879530577919842 0.0017153951333522528 -0.00068141544644051573 0.0062787643700451881 0.0089343140581524174 -0.0011391635774782099 0.019265832697780878 0.0028739032297092006 -0.010448456129578702 -0.013140964365694303 -0.0053521982470377963 0.00091486458781195746 0.0096213334272137203 -0.0048503665407723263 -0.02166395053939113 -0.0036571267644574684 -0.00018716989295671473 -0.003466085356863663 0.0049553552424826328 0.0038940874913162941 -0.017487444484270975 -0.010060172582301397 -0.015440741057844007 0.0037500675040993401 0.0071366603218964474 -0.0050749058701715817 0.0036831373169333046 0.00017569111527474093 -0.0064350426295504389 leaf_weight=882.44537380337715 2098.0472670942545 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718753 208452 510301 509982 640239 502902 459817 457938 52301 34696 17605 33145 24322 10275 7617 27912 17148 10764 10687 4894 127149 19883 396835 24974 371861 36554 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 0 1 1 0 1 0 2 0 2 0 3 2 2 2 1 0 3 3 0 2 2 2 2 0 2 split_gain=220.427 187.483 169.691 106.144 134.349 77.1852 86.8104 67.3231 63.1843 63.1591 63.4267 61.0194 68.0127 58.7472 52.2006 52.1677 241.205 125.545 82.4099 68.2498 50.9924 49.2111 93.4166 94.843 91.0393 103.688 62.4608 74.0817 84.5696 68.2786 threshold=-1.4999999999999998 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1443.1333007812502 92.500000000000014 24.500000000000004 -43.499999999999993 17.500000000000004 9.5000000000000018 59.500000000000007 94494.871093750015 16.500000000000004 455.77806091308599 69.500000000000014 1.1054999828338625 2680.677124023438 5975.3146972656259 1637.6347656250002 4.5000000000000009 55.500000000000007 1.0619999766349795 1.1980000138282778 52.500000000000007 3600.6882324218755 3673.103149414063 269.37811279296881 1061.0313110351565 51.500000000000007 186.24382019042972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 8 9 6 15 -4 -3 14 -11 12 13 -9 -5 16 18 -18 -6 -17 -13 24 23 26 -10 -26 29 28 -28 -23 right_child=1 3 7 4 5 -7 -8 11 21 10 -12 20 -14 -15 -16 19 17 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.011098541437838833 0.031498676611889674 0.00080860070243146979 0.020661135250080936 -0.00252644365442655 -0.030723483373783746 -0.013285604784614819 0.006283838193947398 0.02124324529177396 -0.0011442048675044485 -0.011575738323003208 0.0039349158341263806 -0.0053617147661152277 0.0010972799995535608 0.0036972044160449042 -0.0086753956545896817 0.00044825815185911463 -0.016441841218655391 -0.0010636783300109424 0.005979735856984544 -0.0023240371235385459 0.0083784152917603747 -0.0026975239876877747 -0.00021239263528314843 0.00081469874412094757 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516.858 119.13 126.495 76.0239 268.508 134.91 78.132 108.81 104.903 95.7751 72.3559 69.1818 64.7393 58.3876 57.4282 threshold=-1.4999999999999998 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1443.1333007812502 92.500000000000014 24.500000000000004 -43.499999999999993 9.5000000000000018 59.500000000000007 5.5000000000000009 39196.445312500007 13578.460937500002 99995.847656250015 2.5000000000000004 2.5000000000000004 55938.710937500007 89440.765625000015 72035.476562500015 3.5000000000000004 64691.324218750007 54303.691406250007 4.5000000000000009 47554.107421875007 42366.021484375007 45473.716796875007 42366.021484375007 3.5000000000000004 13836.183105468752 94494.871093750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 10 8 6 -6 -4 -5 -10 11 12 -3 14 16 -15 25 -18 19 20 -16 22 23 24 -21 -13 -24 -20 -14 -9 right_child=1 3 7 4 5 -7 -8 29 9 -11 -12 13 28 15 18 -17 17 -19 27 21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 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861.508 326.49 406.146 860.181 588.178 2228.62 56435.8 internal_count=1411680 1154516 257164 1150848 269510 182992 181173 244215 86518 8832 881338 87818 27570 60248 25405 34843 8219 5914 17186 14254 3956 10298 7630 3904 1489 2305 3726 2932 11716 243282 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 1 1 1 2 2 0 2 3 2 1 2 2 0 2 0 2 2 2 2 2 0 2 3 2 3 split_gain=196.152 355.025 94.7701 105.875 81.3116 63.1869 69.0367 72.6532 61.8519 59.1932 57.7674 69.9531 51.9502 59.9567 65.3509 61.0233 50.4384 50.1876 49.925 47.9641 70.3354 84.1559 55.5939 71.9386 66.9597 57.7866 51.051 47.5716 69.0166 127.421 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 1864.7654418945315 -2.4999999999999996 4.5000000000000009 28.500000000000004 82.500000000000014 396.72427368164068 112.33882141113283 4.5000000000000009 94494.871093750015 1.0619999766349795 3673.091186523438 -2.4999999999999996 3673.103149414063 215.8664245605469 47.500000000000007 8998.0522460937518 6.5000000000000009 99995.847656250015 13264.737792968752 31791.298828125004 2871.6833496093755 79162.558593750015 4.5000000000000009 72035.476562500015 1.1510000228881838 558.56738281250011 3.2575000524520878 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 8 10 27 16 -8 -3 17 -5 18 13 14 -11 -15 -7 -4 -12 22 21 -21 23 -6 26 -25 -24 -2 29 -29 right_child=5 2 9 4 19 6 7 -9 -10 12 11 -13 -14 15 -16 -17 -18 -19 -20 20 -22 -23 24 25 -26 -27 -28 28 -30 -31 leaf_value=0.020332382576102963 -0.0019571769072772487 0.015725290458831028 0.011565337474282516 0.011764216974655997 0.0084893741413424074 -0.0079869983688718518 0.0051573603680375993 -0.02788587896958733 0.0045044419430073819 0.0062204954691064658 -0.00096782468803231921 -0.0052138240052215521 3.3681200497240811e-05 0.007839068379268203 -0.0022221369882124264 7.4660722388069183e-05 -0.0023369496369825453 0.00073681941909074626 0.0070676627800532457 -0.0025339147153336963 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447605 18386 internal_value=3.40144e-06 0.00076199 0.000659574 0.00205107 0.00117723 -0.000697826 -0.00230541 0.00380995 0.00521413 0.000273056 0.00457546 0.00316647 0.000199597 0.0024987 1.18583e-05 0.00512886 -0.00282604 0.00611631 0.00491695 0.000379996 -0.000749503 0.000155511 0.0021268 -0.000936852 0.00402766 -0.00302477 0.00764048 -0.000492701 -0.000301546 -0.00169074 internal_weight=331871 159415 158585 34474.4 27012 172456 19515.1 1531.07 7462.43 124111 5132.9 4291.73 122570 8249.92 4240.49 4009.43 17984 1540.92 3550.16 21879.1 13287.4 11338.1 8591.72 3289.68 5302.04 2693.14 2467.94 152941 135282 26000.2 internal_count=1411680 692589 673897 159369 125463 719091 85420 6342 33906 514528 25416 20008 508114 36362 17599 18763 79078 6414 16844 100047 55843 48026 44204 16559 27645 13604 13351 633671 557553 109948 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 0 1 1 1 0 2 0 0 0 3 2 2 2 1 2 2 0 2 2 0 2 0 0 1 1 split_gain=188.875 172.223 145.648 89.3577 116.465 67.8904 74.0652 60.8348 56.247 54.8558 51.992 59.4281 56.4667 50.9397 48.1669 228.121 119.73 78.037 61.0081 48.0282 47.6754 47.4177 46.5324 75.9444 79.3156 88.3202 131.716 68.075 77.9759 69.6681 threshold=-1.4999999999999998 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1443.1333007812502 92.500000000000014 24.500000000000004 -43.499999999999993 10.500000000000002 17.500000000000004 84255.890625000015 17.500000000000004 55.500000000000007 59.500000000000007 1.1054999828338625 2680.677124023438 5975.3146972656259 1637.6347656250002 4.5000000000000009 814.81753540039074 464.60191345214849 69.500000000000014 10120.596191406252 1248.5628051757815 56.500000000000007 3673.091186523438 37.500000000000007 48.500000000000007 -21.499999999999996 -11.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 9 8 6 14 -4 21 19 11 20 -12 -10 15 17 -17 -6 -16 -3 -9 -5 23 -13 25 -25 -27 29 -29 -24 right_child=1 3 7 4 5 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152981.17809579521 2113.7451053261757 16944.697095423937 327.96477638185024 246.2578045129776 27524.192097485065 1307.3012114614248 749.23307228088379 1537.5231971740723 11254.959441527724 52462.707586862147 8628.3965469449759 1353.9468263536692 595.99242630600929 7146.0506333112717 3059.5575769245625 6170.4887534826994 4011.6227839738131 57.883737504482269 2373.835707321763 4747.7571006864309 leaf_count=12949 3668 18055 933 73020 244 1819 6789 1069 6261 627683 8720 71272 1525 1242 111842 6393 3126 6218 46561 235600 39693 5995 2525 31366 13051 27020 17189 288 10277 19287 internal_value=3.32972e-06 -0.000326821 0.00155521 -0.000344691 -0.00132814 -0.000485459 -0.000370917 0.00129974 -0.00327898 -4.56096e-05 0.0012475 0.00144125 -0.00303436 -0.00896123 -0.000615214 -0.00390959 -0.0105121 0.00460811 -0.000305082 0.000751612 0.00368845 -0.00281579 0.00100018 0.00143991 0.00267347 0.00345973 0.00166546 -0.00111113 0.00305006 -0.00300472 internal_weight=331777 273576 58201.3 273422 63760.9 44527 44105.3 56562.2 19233.8 209661 56403.2 53961.5 2441.71 1449.67 42429.8 3650.67 2056.53 1594.14 38779.2 56679.8 8853.61 17784.2 45107.9 37332.4 20387.7 17328.2 10182.1 7775.47 2431.72 5343.75 internal_count=1411680 1154516 257164 1150848 269510 182992 181173 244215 86518 881338 243282 233037 10245 7503 174384 15981 9519 6462 158403 253655 40762 79015 192275 159898 88626 75575 44209 32377 10565 21812 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 0 1 1 1 0 0 2 2 2 0 0 2 2 2 0 2 2 0 2 2 2 2 0 2 2 split_gain=177.84 166.802 138.213 84.1417 109.768 63.9857 69.6814 57.9718 53.3843 54.2736 52.2979 219.079 176.296 61.7626 1067.76 486.656 113.156 118.334 71.4566 254.044 126.753 74.8738 103.541 99.2295 89.7405 67.653 66.0007 61.395 56.9432 48.938 threshold=-1.4999999999999998 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 1443.1333007812502 92.500000000000014 24.500000000000004 -43.499999999999993 9.5000000000000018 59.500000000000007 5.5000000000000009 39196.445312500007 13578.460937500002 99995.847656250015 2.5000000000000004 2.5000000000000004 55938.710937500007 89440.765625000015 72035.476562500015 3.5000000000000004 64691.324218750007 54303.691406250007 4.5000000000000009 47554.107421875007 42366.021484375007 45473.716796875007 42366.021484375007 3.5000000000000004 13836.183105468752 84255.890625000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 10 8 6 -6 -4 -5 -10 11 12 -3 14 16 -15 25 -18 19 20 -16 22 23 24 -21 -13 -24 -20 -14 -9 right_child=1 3 7 4 5 -7 -8 29 9 -11 -12 13 28 15 18 -17 17 -19 27 21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010126318152529191 0.031336321161201448 0.001058396714301755 0.019448685879924304 -0.0026917452895944259 -0.00059696761203106006 -0.012110740114068742 0.0056401521262694383 0.0013987895160303323 -0.010670593988269538 0.0036767238025375471 -0.00018543794076560734 -0.0029608260368782936 -0.030556209870397838 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77686 174384 1819 6789 233037 7393 1439 793520 471 998 21124 2008 13719 3031 2883 2668 530 1948 2668 1305 2415 959 1834 2421 264 10718 10245 internal_value=3.24067e-06 -0.000317074 0.0015097 -0.000334412 -0.00128903 -0.000471071 -0.000359931 0.00126148 -0.00318424 -0.008262 -4.42421e-05 0.00154576 -0.00340722 0.00387382 0.00151173 0.00589692 -0.0185036 -0.0140436 0.0104586 0.00866426 -0.00544083 0.0138465 0.0107103 0.00335721 -0.00965187 -0.0322776 0.0181003 0.0201229 -0.00990584 0.00121074 internal_weight=331695 273534 58160.9 273384 63728.3 44515.8 44094.8 56532.4 19212.6 1698.67 209656 17099.5 5467.43 11632 5366.42 6265.62 1657.76 1252.28 3708.66 3127.92 840.432 2287.49 1714.91 859.596 326.975 405.486 855.317 580.739 2226.83 56375.1 internal_count=1411680 1154516 257164 1150848 269510 182992 181173 244215 86518 8832 881338 87818 27570 60248 25405 34843 8219 5914 17186 14254 3956 10298 7630 3904 1489 2305 3726 2932 11716 243282 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=0 1 0 2 3 2 2 1 2 0 2 1 1 0 1 1 2 2 1 2 0 0 2 2 1 0 1 2 0 3 split_gain=168.44 152.81 198.377 166.965 92.7082 92.2517 88.456 67.6222 66.8313 55.9325 62.7403 55.5368 66.571 59.9984 73.5161 56.5849 72.0788 62.2846 52.2527 51.0535 88.2912 185.334 191.218 98.1855 78.7145 69.7738 80.3785 64.2046 104.588 64.8289 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99995.847656250015 12.393000125885012 2385.3286132812505 30553.010742187504 4.5000000000000009 79162.558593750015 2.5000000000000004 94494.871093750015 29.500000000000004 82.500000000000014 24.500000000000004 10.500000000000002 8.5000000000000018 40758.552734375007 5342.6640625000009 -40.499999999999993 5832.3920898437509 48.500000000000007 34.500000000000007 26764.801757812504 18984.831054687504 -21.499999999999996 57.500000000000007 -7.4999999999999991 575.09899902343761 17.500000000000004 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 18 -6 -7 -3 -8 10 -10 13 -13 15 -15 16 -9 -17 -4 25 21 22 -21 -23 -22 26 -20 28 -28 -29 right_child=1 7 4 -5 5 6 8 11 9 -11 -12 12 -14 14 -16 17 -18 -19 19 20 24 23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.031301030757538054 -0.010017484979248769 -0.00039908756611647521 0.017067088565369277 0.02576485173164457 0.011082314923152554 -0.000982495908867479 0.0074304459942031234 0.00057139436774058844 -0.010591259513916948 -0.00023920899394719888 0.011394801256358363 0.0048332237737920367 -0.026670923499008039 -0.0020955135315653831 -0.0066570213736909132 -0.0050971994614916272 -0.012529088633996883 0.0096392374350728217 0.0051220873238218556 0.0018201875538540776 0.035175413713255776 -0.0075170018865070116 -0.0032837135918898706 0.00032821043616317101 0.0018528308716354242 -0.0012361550182512797 0.010229478432347731 0.0073805756662942909 -0.00046481005550671334 0.0013367886035792682 leaf_weight=154.8783834464848 154.0009970664978 152824.90225242078 168.92029936611652 493.3153572268784 1163.4851692914963 4693.1244695037603 3333.4601489603519 1857.2208783477545 137.031782746315 3108.4872102737427 791.73172524571419 1358.321312174201 63.173487894237041 9667.6676986664534 4738.4054940491915 352.72421108186245 474.57196755707264 962.51866082847118 4189.3852769583464 17980.390540972352 64.223905429244041 5348.0859890878201 10443.670996040106 1962.6528014838696 9664.1525472700596 13699.212488278747 845.28253784775734 1652.3583140671253 31278.569355651736 47958.222518593073 leaf_count=3889 3450 633483 949 11429 5805 23222 18279 7882 859 14226 5220 5563 330 42963 21288 1634 1911 3863 20160 76094 324 21644 42200 7906 40554 56177 3850 8537 127083 200960 internal_value=2.24342e-05 7.81756e-06 0.000678116 0.017252 0.00061042 0.00301489 0.00223684 -0.000611246 0.00428667 0.00169093 0.00815093 -0.00227614 0.00343313 -0.00272569 -0.00359587 0.000711617 -0.00209485 0.00568719 0.000391463 0.000372048 -0.000461002 -0.0011508 -5.51062e-05 -0.00541086 0.00207282 0.000752212 0.00106923 0.000861492 -0.000183409 0.00153809 internal_weight=331584 331429 159130 647.316 158482 13227.3 12063.8 172300 7370.71 4037.25 928.764 19474.6 1421.49 18053.1 14406.1 3647.04 2331.79 1315.24 145255 145086 45463.2 35734.8 28424.1 7310.74 9728.38 99623 85923.8 81734.4 32123.9 49610.6 internal_count=1411734 1407845 688928 14879 674049 67611 61806 718917 38584 20305 6079 85434 5893 79541 64251 15290 9793 5497 606438 605489 188722 147844 118294 29550 40878 416767 360590 340430 130933 209497 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=0 1 0 2 3 2 2 1 2 0 2 1 1 0 1 1 2 2 2 1 3 2 2 3 1 2 3 0 2 0 split_gain=163.254 143.838 189.983 161.98 87.4247 87.4233 83.483 63.6959 63.2863 52.9615 59.3699 52.2852 63.021 56.523 69.387 53.2481 67.8788 58.5753 50.7477 49.438 47.2467 52.9685 62.0778 48.999 47.8991 46.2969 116.796 219.385 103.227 125.502 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99995.847656250015 12.393000125885012 2385.3286132812505 30553.010742187504 4.5000000000000009 79162.558593750015 2.5000000000000004 94494.871093750015 29.500000000000004 82.500000000000014 24.500000000000004 10.500000000000002 8.5000000000000018 40758.552734375007 5342.6640625000009 134.73744964599612 -40.499999999999993 1.0619999766349795 3673.091186523438 3673.103149414063 1.0205000042915346 -2.4999999999999996 3673.091186523438 1.7404999732971194 52.500000000000007 937.66867065429699 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 18 -6 -7 -3 -8 10 -10 13 -13 15 -15 16 -9 -17 -4 -20 21 24 23 -23 -21 28 27 -27 29 -22 right_child=1 7 4 -5 5 6 8 11 9 -11 -12 12 -14 14 -16 17 -18 -19 19 20 25 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.031260937608400333 -0.0096278352285149253 -0.00038713249146561174 0.0050311659505951796 0.025594449583974142 0.010803114014098423 -0.0009526256948114469 0.00723461653273342 0.00055420198559365762 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5497 606438 597784 596838 36218 18854 13060 17364 560620 265469 68190 295151 185651 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=0 1 0 1 0 2 2 0 2 2 0 2 0 2 0 2 2 2 0 2 2 0 2 1 2 0 2 2 2 2 split_gain=158.233 136.511 127.321 81.4692 50.9903 156.559 158.368 60.1975 184.587 81.1811 649.334 225.272 411.94 145.862 213.314 166.993 109.212 108.01 210.134 149.048 86.1672 108.195 80.1394 79.7771 84.3148 67.7554 57.4003 70.8668 50.3194 50.2619 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 4.5000000000000009 6.5000000000000009 31791.298828125004 13578.460937500002 1.5000000000000002 99995.847656250015 79162.558593750015 2.5000000000000004 99995.847656250015 2.5000000000000004 72035.476562500015 3.5000000000000004 64691.324218750007 89440.765625000015 52302.683593750007 4.5000000000000009 39196.445312500007 42366.021484375007 5.5000000000000009 47554.107421875007 1.0000000180025095e-35 55938.710937500007 3.5000000000000004 47554.107421875007 42366.021484375007 13836.183105468752 37774.541015625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 6 -3 8 -7 10 23 16 -13 14 15 -12 -11 18 19 -16 21 29 -22 -9 -25 -15 27 -21 -8 -20 right_child=1 3 -4 -5 -6 7 28 9 -10 11 13 12 -14 25 17 -17 -18 -19 20 26 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.031222131057677474 0.008390546429034914 0.00061485642701904111 0.0010488947213207907 -0.0021446654944758991 -0.00026288111303220091 -0.01584230580841586 -0.027960365113712696 -0.0051582523283584371 0.022448777079531138 -0.00020851669031233053 -0.01546324506940693 0.012171707270490134 -0.0028261200927530562 0.025902267315224194 -0.037277012621932115 0.0084099417267174577 -0.018800908754953185 0.01872616055858365 -0.0067900403260898901 0.0075452561232185371 0.022894429493841437 0.015188384979213517 -0.039513367487372809 -0.038820530451996592 -0.0064167546382214169 -0.018238953765246705 0.0082577954563874383 -0.018327753207533496 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threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99995.847656250015 15.500000000000002 2680.677124023438 8055.6518554687509 79162.558593750015 2.5000000000000004 1.1510000228881838 215.8664245605469 49.500000000000007 2770.7851562500005 6704.7329101562509 51.500000000000007 1.5000000000000002 3673.103149414063 156.82556152343753 269.37811279296881 1061.0313110351565 2770.7851562500005 2243.352905273438 181.1947937011719 5342.6640625000009 50.500000000000007 33.500000000000007 17466.614257812504 1099.1130981445315 56.500000000000007 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -4 -7 -8 -9 11 -11 18 17 14 15 -14 -16 -13 22 -20 21 -21 -3 27 25 26 -25 -6 29 -29 right_child=1 9 4 -5 23 6 7 8 -10 10 -12 12 13 -15 16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.03118456178379729 -0.0090517543784357814 -0.0034070845505100545 0.0045608782548283494 0.025291196854195234 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2892.0265011489391 1063.034207239747 623.43131439387798 9737.8464867025614 9995.8756744265556 8971.0650230050087 8510.7151985764503 5584.1677429527044 6578.4171507358551 28147.804962918162 leaf_count=3889 3450 6407 35108 11429 202035 22046 62082 6079 22399 38390 590204 7632 6231 6617 9263 2798 1524 19559 5138 5324 12912 4271 2647 40992 42167 36311 34190 23453 27220 119967 internal_value=2.05972e-05 7.22925e-06 0.00062559 0.0165662 0.000563173 0.00191553 0.00107863 0.00201692 -0.000738235 -0.00056352 -0.000362035 -0.00204025 -0.000455114 -0.00280773 -0.00542235 -0.00133877 -0.00949535 0.00163092 -0.00434121 -0.00581375 -0.00327821 0.000875301 0.000190989 0.000226482 -0.00075874 -0.00178804 -0.000345318 0.000635844 0.00163041 0.00230661 internal_weight=331339 331197 158968 620.029 158348 31564.6 23978.6 19190.5 6084.26 172229 151551 20677.6 12243.3 5753.97 4117.78 2056.22 2061.56 6489.28 8434.39 6366.02 5242.8 2350.77 2068.37 126783 37215.5 27219.6 18248.6 89567.6 40310.4 33732 internal_count=1411734 1407845 688928 14879 674049 147714 112606 90560 28478 718917 628594 90323 53624 26433 19816 9029 10787 27191 36699 27645 22507 9595 9054 526335 153660 111493 75182 372675 170640 143420 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 1 0 2 2 0 2 2 0 2 0 2 0 2 2 0 2 2 2 0 2 1 2 0 2 split_gain=148.667 124.907 118.859 75.1578 49.0196 49.7427 47.6134 46.4108 146.392 150.031 53.8286 172.557 75.7911 612.225 212.673 385.593 139.397 201.382 156.915 102.856 198.541 139.437 102.612 82.0771 102.282 75.5641 75.0473 80.0093 64.5054 54.0772 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 4.5000000000000009 207.08887481689456 134.73744964599612 -40.499999999999993 6.5000000000000009 31791.298828125004 13578.460937500002 1.5000000000000002 99995.847656250015 79162.558593750015 2.5000000000000004 99995.847656250015 2.5000000000000004 72035.476562500015 3.5000000000000004 64691.324218750007 52302.683593750007 4.5000000000000009 39196.445312500007 89440.765625000015 42366.021484375007 5.5000000000000009 47554.107421875007 1.0000000180025095e-35 55938.710937500007 3.5000000000000004 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 7 5 -5 -4 8 9 -3 11 -10 13 26 22 -16 17 18 -15 20 21 -19 -14 24 -22 -25 -12 -28 -18 -23 right_child=1 3 6 4 -6 -7 -8 -9 10 -11 12 -13 14 16 15 -17 28 19 -20 -21 23 29 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.031148192204085632 0.0081186459195453833 0.0005994189498940213 0.016052873184166379 0.0072004042538739771 -0.0016352693864878361 -0.0095540744567422075 0.00095083096110942214 -0.0002505665194922754 -0.015302651696508102 -0.0086724819085553326 -0.0050967732061050573 0.021908714869776517 -0.00022363819562211057 -0.014988792926351838 0.011816266221145889 -0.0027112083594055753 0.02536466351252022 -0.036026512251462403 0.0081603498961685082 0.01825309550058701 0.0005724985867799308 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7.01888e-06 0.00127103 -0.000261584 -0.00205969 -0.00740888 0.00100182 -0.000123826 0.00117551 -0.00232887 0.00284334 0.0118888 0.00249267 0.00494472 0.000600691 0.0025656 0.00781815 0.00636611 -0.00520012 0.00931126 0.00687009 -0.00550777 -0.0111365 0.0112035 0.00798319 0.0204999 -0.0249997 -0.0310522 0.0226049 -0.000747656 internal_weight=331244 331106 58028.8 273077 19432.3 1428.49 55833.7 253645 22542.3 7268.97 15273.3 570.005 14703.3 6403.8 8299.48 7109.32 5843.11 5320.63 1079.85 4240.79 3331.32 863.848 1190.16 2467.47 1832.64 634.835 560.697 429.949 522.477 747.29 internal_count=1411734 1407845 256986 1150859 85434 7479 241136 1065425 111616 35438 76178 11066 65112 29039 36073 30975 26502 23799 5008 18791 14565 3839 5098 10726 7926 2800 2537 1737 2703 3344 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 3 2 2 0 0 2 1 2 1 3 2 1 0 2 0 3 0 0 2 2 0 2 1 2 0 split_gain=142.523 132.73 158.5 147.589 74.7123 55.2316 72.1271 67.9529 91.6199 146.45 137.54 86.8603 77.1174 74.1804 67.5936 79.978 66.9984 55.8667 59.4234 75.2978 65.9474 78.5237 113.052 92.0911 96.6016 73.9012 84.8357 68.3496 85.5713 64.5804 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99995.847656250015 -20.499999999999996 6.4175000190734872 589.46820068359386 5342.6640625000009 50.500000000000007 33.500000000000007 17466.614257812504 -9.4999999999999982 7882.7980957031259 -7.4999999999999991 1.532000005245209 3600.6882324218755 -4.4999999999999991 79.500000000000014 575.09899902343761 17.500000000000004 1.0205000042915346 44.500000000000007 48.500000000000007 3827.336303710938 1209.7733154296877 32.500000000000007 5006.9262695312509 -2.4999999999999996 1443.1333007812502 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 7 -7 13 9 10 -9 -12 16 14 15 -6 -11 18 19 -15 -20 25 23 24 -23 27 -27 -22 29 -29 right_child=1 -3 4 -5 5 6 -8 8 -10 12 11 -13 -14 17 -16 -17 -18 -19 20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.031112964480435046 -0.0089268069267129293 -0.00059162436079008022 0.0071926732305830007 0.024843811623599391 0.011511893897533626 0.012907468750338592 0.0014868946466390412 0.0020201505305822865 0.0018921134027545632 -0.025682354111959838 -0.014922782041675783 -0.0022137938254008912 -0.0033866592702964118 0.011223423318460499 0.00093628105047383189 -0.00592064089588735 -0.0081466798608379049 -0.0054895989948728812 0.0072591211123197432 -0.00047876692597352343 0.0050873811949824817 -0.010698333441023574 0.0010282561253502291 -0.016347304563653114 -0.00055251792709519237 0.0041090411381536534 -0.021278281204213802 0.0031368998737561667 -0.002645497584113741 -0.0078033709509243727 leaf_weight=132.44169582054019 157.92333514615893 172015.01261180639 1510.4948767498136 443.73455092310905 1569.9934787601233 506.82685561478138 27628.703803151846 11139.899121120572 8573.8325711637735 221.98295970261097 511.78972436487675 8912.3232145756483 7049.8325840681791 501.69718267023563 2012.3433427810669 278.94357404112816 1681.3169974684715 1383.2119111418724 1604.5965314954519 36361.826491564512 2681.9004822224379 1090.5797122716904 13869.538735479116 501.45615887641907 3744.6999818235636 11965.55545668304 119.64878463745117 5966.7772500962019 6377.9092883467674 528.63218972086906 leaf_count=3841 3417 718260 8298 11417 7508 2385 129540 46858 35890 945 2070 35800 28495 2255 9581 1323 6779 5654 8386 147663 11945 4395 57564 2018 15306 49502 490 25177 26083 2142 internal_value=-1.70796e-06 -1.4161e-05 0.000610972 0.0159797 0.000552558 0.000488586 0.00169262 0.000225266 -0.000837837 -0.0016308 -0.000236486 -0.00290397 -0.00483334 0.000672428 0.00474096 0.0088819 -0.0101919 0.000491227 0.000588194 -0.000319505 0.00127881 0.00107397 -0.000399475 -0.00410998 -0.00284087 0.0020978 0.0038577 0.000730506 -0.000177163 0.00224652 internal_weight=331045 330913 158898 601.658 158296 156786 28135.5 128650 38091 29517.1 20564 9424.11 8953.13 90559.3 3861.28 1848.94 1903.3 86698 85314.8 36863.5 48451.3 46846.7 19206.3 5336.74 4835.28 27640.4 12085.2 15555.2 12873.3 6495.41 internal_count=1410987 1407146 688886 14834 674052 665754 131925 533829 156837 120947 84728 37870 36219 376992 18412 8831 7724 358580 352926 149918 203008 194622 79283 21719 19701 115339 49992 65347 53402 27319 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 2 3 0 3 2 0 2 2 2 2 1 0 1 2 2 2 2 2 2 0 2 0 0 2 0 split_gain=138.155 124.928 151.627 143.076 70.6262 53.4997 108.884 71.7259 59.8158 103.34 87.7431 65.7541 60.2075 107.008 73.4851 70.9382 120.145 75.694 66.7523 59.5664 211.535 109.616 71.9535 62.4531 57.0997 64.7465 224.835 130.676 156.814 697.976 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99995.847656250015 -18.499999999999996 25918.428710937504 8.545499801635744 80.500000000000014 1.1510000228881838 207.08887481689456 49.500000000000007 134.73744964599612 2871.6833496093755 6704.7329101562509 156.82556152343753 2.5000000000000004 51.500000000000007 1.5000000000000002 3673.103149414063 269.37811279296881 1099.1130981445315 2817.958129882813 181.1947937011719 2243.352905273438 8.5000000000000018 52302.683593750007 4.5000000000000009 4.5000000000000009 99995.847656250015 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 6 7 8 10 11 19 -10 14 15 -12 16 17 -14 -18 22 -21 23 -3 -22 25 26 -7 28 29 -27 right_child=1 5 4 -5 -6 24 -8 -9 9 -11 12 -13 13 -15 -16 -17 18 -19 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.031078871218577248 -0.0085884734157260466 -0.0036627498601677013 0.0063912521840742368 0.024664250190240777 0.00046759586069605838 -0.0067385859521454407 -0.0036895462903829626 -0.0047334302618389336 0.0013796186857538129 8.3650174020849868e-05 -0.0036536494316897791 -0.0051112204356278798 0.0046590827908757166 0.0044857445743767517 0.0035775281673410732 -0.01506906987570944 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5718 19496 2842 8498 940 1236 5364 5060 11873 2660 4279 70952 5390 12609 10892 14881 6245 internal_value=-1.6225e-06 -1.371e-05 0.000592938 0.0157356 0.000536201 -0.000573918 -0.000821271 -0.000579223 -0.000459845 -0.000176398 -0.00196087 -0.00353671 -0.000322958 -0.0026319 0.00164198 -0.00509603 -0.00352658 0.00228198 -0.00880864 -0.00435973 -0.00585076 -0.0031317 4.92654e-05 0.00166219 0.000557813 0.0020439 0.00514286 0.000626307 0.00296711 -0.00236872 internal_weight=330967 330838 158835 592.908 158243 172002 141152 130168 126531 106433 20098.3 7645.01 11943.5 5491.08 6452.4 4078.95 3524.33 1678.51 1845.82 8154.87 6094 4927.81 2060.87 2294.22 30850.4 13264.5 4163.28 9101.23 6391.2 2791.75 internal_count=1410987 1407146 688886 14834 674052 718260 592662 545718 530501 442426 88075 33421 52478 25439 27039 19721 16879 7145 9734 35597 26576 21212 9021 9339 125598 54646 17238 37408 26516 11635 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 0 2 2 3 0 3 2 0 2 2 2 2 1 0 1 2 2 2 2 2 2 2 1 0 2 split_gain=133.926 117.585 146.269 146.968 56.3593 56.2783 52.1297 50.3589 102.538 67.5513 56.3917 97.3355 82.7326 61.9944 56.7441 100.933 69.139 67.4481 113.648 71.4441 63.2969 56.2522 200.901 103.413 67.6399 58.7476 54.6079 54.3012 53.7706 60.9628 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 99995.847656250015 -29.499999999999996 1.5000000000000002 134.73744964599612 25918.428710937504 8.545499801635744 80.500000000000014 1.1510000228881838 207.08887481689456 49.500000000000007 134.73744964599612 2871.6833496093755 6704.7329101562509 156.82556152343753 2.5000000000000004 51.500000000000007 1.5000000000000002 3673.103149414063 269.37811279296881 1099.1130981445315 2817.958129882813 181.1947937011719 2243.352905273438 17466.614257812504 1.5000000000000002 8.5000000000000018 52302.683593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 -5 -6 8 9 10 12 13 21 -12 16 17 -14 18 19 -16 27 24 -23 25 -3 -24 -17 -20 29 -9 right_child=1 7 4 5 6 -7 -8 28 -10 -11 11 -13 14 -15 15 26 -18 -19 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031045855664249378 -3.0710720896889651e-05 -0.0035566871335973968 0.0098977064769599239 0.024483034261353714 0.0051357961641409731 0.010616348782984833 0.00037156108580169747 0.0049923386240463188 -0.0035813467858216777 -0.0045952200651196238 0.001337752351507207 8.113979071640263e-05 -0.0035475692168066859 -0.0049650350063010521 0.0045147183777572283 0.0068678715505511769 0.0034686070608302018 -0.014719556236672648 -0.0131914877139593 -0.014424705457778981 0.004363978845696859 -0.016924186635711384 -0.0028589825431557087 -0.0071048449672127777 0.0082447694563581655 0.006766776277159269 -0.009469646528929513 0.0032706208007092286 -0.00054621065890959528 0.00060807558422525316 leaf_weight=124.99443096294999 982.66265021637082 1431.130483597517 568.59263508021832 423.95853241533041 2095.1179077625275 695.60910815000534 154042.69525077194 4160.2218666002154 10977.031533807516 3633.1602441221476 1855.1410362422466 98789.116394206882 1725.397999688983 5782.3131750673056 1474.8536447137594 1194.8014551997185 4727.4456992596388 550.81470383703709 1342.1912213265896 204.05825944244862 286.71899135410786 1159.126720443368 1228.4525454044342 2627.6632684618235 629.28957436978817 1065.6621512323618 217.67678378522396 208.32571202516556 17585.72126031667 9093.8004014641047 leaf_count=3841 8511 6361 3269 11417 8739 4759 652191 17238 46944 15217 7996 409005 7543 25425 6205 4845 19496 2842 7353 940 1236 5364 5060 11873 2660 4279 873 1145 70952 37408 internal_value=-1.57382e-06 -1.33067e-05 0.000575275 0.00843601 0.000469822 0.0158674 0.000435489 -0.000556905 -0.000796918 -0.000562045 -0.00044621 -0.000171122 -0.00190467 -0.00343409 -0.000313811 -0.00255887 0.00159258 -0.00495839 -0.00342928 0.00221278 -0.00858513 -0.00423631 -0.00568788 -0.00304162 4.76913e-05 0.00161237 0.0043501 -0.0109797 0.000541297 0.00198422 internal_weight=330884 330759 158809 2102.23 156706 1119.57 156138 171950 141110 130133 126500 106427 20073.6 7637.45 11932.3 5479.44 6452.84 4066.96 3516.15 1678.91 1837.24 8141.32 6080.9 4921.78 2060.42 2294.11 1412.48 1550.52 30839.7 13254 internal_count=1410987 1407146 688886 24687 664199 16176 660930 718260 592662 545718 530501 442426 88075 33421 52478 25439 27039 19721 16879 7145 9734 35597 26576 21212 9021 9339 5718 8498 125598 54646 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 1 1 0 1 1 2 0 2 2 0 2 2 0 0 2 2 2 0 1 2 3 2 0 0 0 split_gain=129.83 110.674 138.754 141.079 55.8588 53.3426 49.6248 79.0677 92.2158 62.2097 52.3717 168.199 49.1048 43.4087 45.8848 63.0208 43.333 111.811 103.628 88.7646 55.0416 119.318 70.4536 100.999 120.751 91.849 99.2669 140.245 74.4114 67.1178 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 99995.847656250015 1.5000000000000002 -29.499999999999996 7.5000000000000009 23.500000000000004 24.500000000000004 80.000000000000014 7188.3642578125009 46.500000000000007 134.73744964599612 370.03324890136724 45.500000000000007 2871.6833496093755 99995.847656250015 55.500000000000007 17.500000000000004 589.46820068359386 6113.6403808593759 1099.1130981445315 43.500000000000007 -3.4999999999999996 1443.1333007812502 1.0619999766349795 3673.091186523438 52.500000000000007 28.500000000000004 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -4 -3 -8 10 -10 13 -12 -7 -9 -15 -16 18 -18 19 -14 21 -20 23 -23 -25 -24 -27 -28 -26 -22 right_child=1 6 5 4 -6 12 7 8 9 -11 11 -13 16 14 15 -17 17 -19 20 -21 29 22 25 24 28 26 27 -29 -30 -31 leaf_value=0.031013889723959367 -2.9788770865812708e-05 -0.00040822170979533281 0.0096520352022731928 0.024300132102099341 0.010369607153098238 0.0049865625646089637 0.0039209852895406164 -0.0083274154801767086 0.0032523630718066469 -0.026367256938252825 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4512.1807768791914 9825.2546907216311 8993.8786966055632 leaf_count=3841 8511 670323 3269 11417 4759 8739 6203 7090 7834 348 4876 3282 4341 8225 5233 4846 25662 4151 183493 133799 84349 18105 22184 7042 18393 40319 13783 18636 40196 37738 internal_value=-1.52815e-06 -1.29166e-05 0.000558149 0.00824062 0.0155932 0.000455774 -0.000540374 -0.00250633 -0.00352885 0.0022546 -0.00506501 -0.00923707 0.000422458 -0.00353439 -0.00202495 -0.0049488 0.000360437 -0.00195177 0.000469939 0.00203356 6.4366e-05 0.000444348 0.00158838 0.0028843 0.0018308 0.000430437 -0.000570686 -0.0030659 0.000928206 -0.00105201 internal_weight=330808 330687 158780 2088.03 1105.35 156692 171907 10827.8 9341.65 1960.53 7381.12 1981.12 156126 5400 4106.7 2219.67 154033 6964.88 147068 30290.1 116778 87123.6 42255.1 19939.5 16035.5 22315.5 17563.5 7897.27 14314.8 29654.5 internal_count=1410987 1407146 688886 24687 16176 664199 718260 47937 41734 8182 33552 8158 660930 25394 18304 10079 652191 29813 622378 138140 484238 362151 178658 83736 65631 94922 72738 32419 58589 122087 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 1 2 1 2 0 2 0 3 0 2 2 0 2 3 3 0 2 0 2 2 1 1 2 0 split_gain=125.863 106.196 91.4238 61.7982 81.0175 64.2708 59.5321 65.5409 54.3731 52.7624 74.5704 84.6376 96.9331 59.3338 54.7023 57.2656 55.6408 67.1225 52.6063 176.48 132.068 94.8938 92.8943 85.127 72.4674 51.0671 50.9883 49.2218 48.6453 170.84 threshold=1.0000000180025095e-35 -1.4999999999999998 6.4175000190734872 13264.737792968752 45.500000000000007 -20.499999999999996 2.5000000000000004 1443.1333007812502 -12.499999999999998 619.68685913085949 42.500000000000007 3673.091186523438 48.500000000000007 3.4465000629425053 53.500000000000007 1289.946716308594 2871.6833496093755 56.500000000000007 3673.091186523438 2.1755000352859502 1.8989999890327456 54.500000000000007 2343.383422851563 52.500000000000007 12986.766601562502 210.22515869140628 32.500000000000007 -9.4999999999999982 4605.4538574218759 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 9 -5 -6 -3 -8 -4 13 -11 14 -13 25 15 -12 -16 -18 19 21 23 22 -9 26 -25 27 28 -2 29 -20 right_child=1 6 8 4 5 -7 7 18 -10 10 11 12 -14 -15 16 -17 17 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.030982924721835184 0.012188001895133509 -8.7551922161595582e-05 0.011024075332756646 -0.0035758970164646814 0.032872031262739708 0.0022746267323579786 -0.0033851789254906095 0.00095660376408385629 0.0032059141839937723 0.0032346832698471458 -0.0039203179223252973 -0.0086028833327953871 0.00013010068478926275 0.0053870994086940571 -0.0040197682965101315 0.0062726494625143106 0.026778723238416839 0.0019224119534660611 0.0057255751850274822 -0.0099302427844561586 0.00047093623392978389 -0.0023593915456377279 0.010170872233512911 -0.0041442593958602334 0.0079584350063306199 -0.0025034669288494056 0.0071799280449484724 0.00056763412535926791 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0.0023971 0.00467735 -0.00106844 0.00579421 -0.000571631 0.00172283 -0.00138531 0.00377588 0.00624204 -0.00480571 0.000619773 -0.00101962 -0.00694992 0.00143268 -0.00763795 -0.00345907 internal_weight=330730 330612 57851.5 49355.1 8104.02 2217.47 272760 35912 8496.43 41251 27170.1 11354 5123.93 14080.9 6230.08 3757.63 2472.44 743.53 25359.9 6638.94 18720.9 5644.49 4026.13 6585.74 1865.49 12630.5 4720.25 4761.44 4501.08 1610.19 internal_count=1410987 1407146 256658 211615 33679 9709 1150488 154944 45043 177936 118749 48988 21884 59187 27104 16497 10607 3188 105074 27189 77885 22936 16357 28619 7933 52919 20686 19952 19790 7527 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 3 3 0 0 2 2 0 1 1 2 0 1 0 0 2 2 2 2 0 2 0 2 0 0 split_gain=123.529 100.957 107.773 60.1143 68.6368 62.5734 156.626 109.512 87.7309 77.4982 73.3521 61.3227 67.087 50.292 48.5165 52.5469 189.019 77.6228 93.1315 45.1684 177.02 155.049 41.2497 40.8512 191.057 104.075 56.328 104.213 780.915 277.792 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 2.5000000000000004 1768.4891357421877 3673.091186523438 5.9049999713897714 1.8989999890327456 54.500000000000007 52.500000000000007 12986.766601562502 2343.383422851563 37.500000000000007 90.500000000000014 31.500000000000004 4605.4538574218759 46.500000000000007 7.5000000000000009 48.500000000000007 5.5000000000000009 39196.445312500007 13578.460937500002 18421.471679687504 45473.716796875007 4.5000000000000009 42366.021484375007 4.5000000000000009 99995.847656250015 2.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 19 -5 6 8 9 11 14 -11 -6 -13 -9 15 16 -7 22 -19 20 21 -3 -17 24 25 -22 27 28 -25 -29 right_child=1 3 -4 4 5 7 -8 13 -10 10 -12 12 -14 -15 -16 17 -18 18 -20 -21 23 -23 -24 26 -26 -27 -28 29 -30 -31 leaf_value=0.030953076899752147 0.0076833018349067445 0.0011699632085415419 0.00084800705522743635 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218988.88877145946 173.19960335642099 2421.4595305547118 539.90712702274323 1592.9877917990088 748.75159372389317 232.31712676584721 1311.4359617084265 2941.3435682281852 2690.0862264633179 2393.8218243122101 leaf_count=3882 15847 16629 240830 52171 6404 3641 1136 49049 6804 4990 2957 2570 7819 213 974 5605 3922 3935 443 903842 802 12553 2183 7738 3295 1251 5423 21174 12817 10381 internal_value=-2.49171e-05 -3.57692e-05 0.00110295 -0.00027713 -0.0014218 -0.000544379 0.00210383 -0.00140238 0.00312843 -0.00451761 0.000652734 0.00547446 0.00834374 0.000287711 -0.00656652 -0.00726832 -0.00294044 -0.00970894 -0.0164501 -0.000103855 0.00134408 -0.00294493 -0.00608901 0.00341658 0.00878405 -0.00780088 0.00284973 0.00364499 0.000159757 0.00644293 internal_weight=330707 330591 57816.6 272775 35862.7 24785.1 6065.14 18719.9 5803.02 6584.04 1868.63 4131.71 2556.24 12135.9 4715.41 4477.27 1614.44 2862.83 1000.21 236912 17923 5839.09 1862.62 12083.9 1154.27 405.517 10929.7 9618.24 4283.07 5335.17 internal_count=1411280 1407398 256677 1150721 154816 102645 24733 77912 23597 28650 7947 16793 10389 49262 20703 19729 7563 12166 4378 995905 92063 29182 7788 62881 5348 2053 57533 52110 20555 31555 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 3 0 2 2 2 2 2 2 3 2 0 2 2 2 2 2 0 2 0 0 2 2 2 3 3 split_gain=119.757 95.6777 125.331 125.976 63.5404 55.2759 69.7923 75.472 153.702 132.002 92.4952 69.2351 66.0204 57.9799 154.904 115.087 84.1102 58.7268 75.0346 133.37 122.663 99.8979 57.0441 72.5586 62.1039 105.867 103.549 56.6765 72.2026 54.3328 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 94494.871093750015 -42.499999999999993 1.1510000228881838 50.500000000000007 249.24568176269534 1637.6347656250002 2871.6833496093755 173.86003112792972 6559.7421875000009 207.08887481689456 1.532000005245209 276.59585571289068 45.500000000000007 269.37811279296881 455.77806091308599 3673.091186523438 8796.4672851562518 5454.4433593750009 45.500000000000007 3267.230346679688 57.500000000000007 58.500000000000007 3038.2934570312505 2726.1987304687505 134.73744964599612 3.2575000524520878 10.80550003051758 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 6 7 10 -9 -10 -3 -11 27 14 15 -14 -15 -16 21 20 -20 -19 24 -24 25 -23 -26 28 -7 -6 right_child=1 5 4 -5 29 12 -8 8 9 11 -12 -13 13 16 17 -17 -18 18 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030924028941570158 -0.0077082866109470108 -0.0029371975356534898 0.017215240318692229 0.023558893424110237 0.00024122554427489953 0.0031782726859132114 -7.0686078049095758e-05 -0.012979036244296289 0.0020825175129470341 -0.0097893516066456555 0.0089620545548415569 -0.001682098038013265 0.0015342070454957759 -0.0049303740347052842 -0.0077648272970570675 0.014613221016641005 -0.00031559948099097639 0.0052273341546066245 -0.0014488550375376917 0.0020322465075015327 -0.011785204583965965 -0.0010900190141285718 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0.00049662 0.0145811 0.000446135 -0.000525038 -0.00198686 -0.00358564 -0.0049984 -0.00293832 0.000715839 -0.00647644 -0.000327052 -0.000182392 0.00113492 0.00833642 -0.000458007 0.00035644 0.000646442 -0.00134043 -0.0050634 0.00221506 -0.000249947 0.00908118 -0.00107618 0.000254362 -0.00794313 -0.00304028 0.00149784 0.00042456 internal_weight=330635 330523 158633 566.581 158066 171890 20503.5 11177.4 8413.99 6687.67 2763.46 3923.11 151386 143723 24867.6 2425.95 118856 22441.6 21667.9 9559.49 4543.78 12108.4 6659.09 541.675 6117.42 5124.49 992.925 7662.84 1871.81 157863 internal_count=1411280 1407398 688872 14956 673916 718526 90016 48779 36671 28812 12108 17670 628510 594912 103341 10435 491571 92906 89539 40124 19820 49415 27188 2175 25013 20953 4060 33598 8070 672561 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 1 0 1 2 2 1 0 0 2 0 2 2 0 2 2 3 3 2 3 1 2 0 0 3 0 split_gain=116.104 92.4704 99.6364 55.3868 69.5736 51.2016 50.8968 49.1138 47.4313 53.8739 46.711 44.7511 41.3235 105.666 39.648 62.7245 44.6135 45.5574 66.4384 37.9373 124.254 107.891 68.6505 46.9327 104.463 75.2049 87.2341 54.9609 44.0642 37.5764 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 1.5000000000000002 1768.4891357421877 10.500000000000002 65.500000000000014 90.500000000000014 87.470542907714858 308.54922485351568 24.500000000000004 59.500000000000007 73.500000000000014 36363.248046875007 49.500000000000007 173.86003112792972 134.73744964599612 46.500000000000007 269.37811279296881 3527.054809570313 1.1054999828338625 5.9049999713897714 5975.3146972656259 1.8989999890327456 7.5000000000000009 4605.4538574218759 52.500000000000007 46.500000000000007 1.532000005245209 43.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -3 5 6 14 10 -8 -10 19 -7 -12 -14 16 -16 -5 -18 -19 21 22 28 -21 24 -22 27 -27 -26 29 -6 right_child=1 3 -4 4 7 11 8 -9 9 -11 12 -13 13 -15 15 -17 17 18 -20 20 23 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.030895892171432605 0.0074054068273741941 -2.9204028905673608e-05 0.00081203637494910326 0.0078266821679845756 0.0086326315659903518 -0.010198103296498727 0.03849655589693874 -0.035328037145897759 -0.018314038614224825 -0.0048929260350413272 0.006915940077167497 0.003489024236509894 -0.017410980831497693 0.017006192174142464 -0.0052364668323276941 0.0031804820749080742 -0.0020461609194150918 -0.0018393376212866338 -0.015242689203112111 -0.012906803506795165 -0.000885939481215551 -0.011583819062387715 -0.0013187621189954875 0.00017645316759565396 0.0084083891959793045 -0.019067736878593138 0.0017309069771250262 -0.011620605956007751 -0.0013427034774320364 0.0023533203369065945 leaf_weight=109.2659635655582 2142.1577607169747 209216.6595066525 55643.111780956388 373.78443945944309 1042.5043726712465 1242.2106278389692 20.685868248343468 36.131277874112129 324.37235978245735 1582.0304406881332 1349.1047325134277 259.98850955069065 217.72535383701324 127.17887004464865 1075.0254516005516 3079.3078031241894 10759.661187589169 735.43207919597626 608.01149691641331 1178.6655622273684 6961.0574900209904 556.22627645730972 754.74286592006683 22395.294094704092 290.67272971570492 783.04525592923164 236.25014998018742 214.14538457989693 2420.4345121234655 4838.2886512875557 leaf_count=3882 15847 881450 240830 1677 4194 6559 93 221 1452 7016 5475 1313 882 521 4877 13548 47842 3346 2888 6019 29086 2398 3160 90611 1255 3431 956 1017 9895 19539 internal_value=-2.34457e-05 -3.3669e-05 0.00105646 -0.000264686 -0.001041 -0.00250206 -0.00207086 -0.000365691 -0.00668625 -0.00717651 -0.000336561 -0.00782925 0.00454681 -0.0047201 -0.00153606 0.00100241 -0.00238128 -0.00269653 -0.00790538 -0.000535078 -0.00100536 0.00120717 -0.00838319 -0.000543442 -0.00244349 -0.00955728 -0.0142471 -8.79717e-05 0.00206423 0.00346647 internal_weight=330573 330464 57785.3 272679 63462 20060.5 18558.3 43401.5 1927.09 1906.4 43365.3 1502.2 1694.01 344.904 16631.2 4154.33 12476.9 12103.1 1343.44 41671.3 32813.9 8857.45 1933.41 30880.5 8485.17 1524.11 1019.3 504.818 8301.23 5880.79 internal_count=1411280 1407398 256677 1150721 269271 90611 82739 178660 8561 8468 178439 7872 6878 1403 74178 18425 55753 54076 6234 171561 135535 36026 9179 126356 35745 6659 4387 2272 33628 23733 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 3 3 0 0 2 2 0 1 1 2 0 1 0 0 2 2 2 0 2 2 0 2 0 0 split_gain=112.566 87.0367 94.2779 52.7151 60.8686 54.0716 142.887 96.7777 80.5304 69.9396 67.5606 57.1884 60.4292 45.9167 43.2201 49.6422 169.475 68.6188 86.0682 40.8056 166.137 145.666 38.7842 180.877 97.4349 56.0503 52.9319 97.1033 734.465 261.542 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 2.5000000000000004 1768.4891357421877 3673.091186523438 5.9049999713897714 1.8989999890327456 54.500000000000007 52.500000000000007 12986.766601562502 2343.383422851563 37.500000000000007 90.500000000000014 31.500000000000004 4605.4538574218759 46.500000000000007 7.5000000000000009 48.500000000000007 5.5000000000000009 39196.445312500007 13578.460937500002 45473.716796875007 4.5000000000000009 42366.021484375007 42366.021484375007 4.5000000000000009 99995.847656250015 2.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 19 -5 6 8 9 11 14 -11 -6 -13 -9 15 16 -7 -17 -19 20 21 -3 23 24 -22 -25 27 28 -24 -29 right_child=1 3 -4 4 5 7 -8 13 -10 10 -12 12 -14 -15 -16 17 -18 18 -20 -21 22 -23 26 25 -26 -27 -28 29 -30 -31 leaf_value=0.030868636441711474 0.0072148274342501715 0.0011189060481517235 0.00078782630630889723 -0.0031815742755945823 0.00068250253637551657 0.0063976847277677227 -0.01981032886913894 0.00038265843975808208 -0.002626438179065254 -0.0039331553116791146 0.0077463311287332857 -0.00016171197092654802 0.010568527948751367 -0.034525431875515662 0.0062562628946612161 -0.0058354063049917502 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974 7788 3922 3935 443 903842 802 12553 7738 1431 1251 1864 5423 21174 12817 10381 internal_value=-2.27582e-05 -3.26806e-05 0.00102514 -0.000256799 -0.00132969 -0.000503475 0.00195784 -0.00130207 0.00293187 -0.00423831 0.000674277 0.00517798 0.00794711 0.000284827 -0.00619205 -0.006858 -0.00263631 -0.00923411 -0.0156101 -9.46099e-05 0.00128297 -0.00287125 0.00329484 0.0085319 -0.00757113 0.0173138 0.00274185 0.00351497 0.000148669 0.00622202 internal_weight=330519 330412 57765.5 272647 35803.8 24758.1 6065.13 18693 5805.36 6558.25 1866.09 4134.58 2558.56 12134.7 4692.17 4453.89 1604.01 2849.89 990.923 236843 17890.4 5837.28 12053.1 1151.14 406.239 744.901 10902 9590.21 4274.6 5315.61 internal_count=1411280 1407398 256677 1150721 154816 102645 24733 77912 23597 28650 7947 16793 10389 49262 20703 19729 7563 12166 4378 995905 92063 29182 62881 5348 2053 3295 57533 52110 20555 31555 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 3 0 2 2 2 0 1 2 3 2 0 2 2 2 2 2 0 2 0 0 2 2 2 3 0 split_gain=109.138 82.5847 116.904 120.022 59.699 49.3651 63.7891 61.045 58.5593 87.2851 87.3028 181.227 56.6787 53.5423 146.854 107.909 78.2995 54.6537 66.0901 126.299 113.414 91.3808 53.7797 68.3504 58.2376 99.6792 97.6084 52.4369 68.2612 52.9023 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 94494.871093750015 -42.499999999999993 1.1510000228881838 49.500000000000007 207.08887481689456 2871.6833496093755 3991.455688476563 51.500000000000007 1.5000000000000002 156.82556152343753 1.532000005245209 276.59585571289068 41.500000000000007 269.37811279296881 455.77806091308599 3673.091186523438 8796.4672851562518 5454.4433593750009 45.500000000000007 3267.230346679688 57.500000000000007 58.500000000000007 3038.2934570312505 2726.1987304687505 134.73744964599612 3.2575000524520878 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 6 -3 27 12 10 11 -10 -8 14 15 -9 -15 -16 21 20 -20 -19 24 -24 25 -23 -26 28 29 -7 right_child=1 5 4 -5 -6 7 8 13 9 -11 -12 -13 -14 16 17 -17 -18 18 19 -21 -22 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030842232690659194 -0.0073038379448201384 -0.0038895968997039471 0.016783629586909602 0.023259046119705078 0.00039297679650836655 0.0074820694350855796 -0.0031753516010871049 -0.0033412105061022754 0.0048931900534337604 0.001887721650126344 -0.010544836764206271 -0.017218156726223059 0.0031684035758585741 -0.0047454513954787118 -0.0074996429530588219 0.011602467105326229 -0.00028892487257032597 0.0049769515457524323 -0.0013945049710800217 0.002041293551373417 -0.011346533709178952 -0.0010803372119982681 -0.01723126561629849 0.013158827219026914 0.00049187051080744261 0.013639984703895668 -0.018500726648459507 -0.0043249067678156139 -0.018692510318783676 -0.0031639803156930353 leaf_weight=103.07913605123758 164.29244732111692 8340.956644937396 200.24778381735086 390.52387054264545 157806.6747719422 1016.1093453466892 1731.1133784502745 567.45803755521774 1261.7701120376587 2243.6597879379988 1700.8323214054108 453.51577123999596 4733.6694079488516 3661.0142626017332 771.62122704088688 1861.6322820931673 115146.62961893529 5451.8760790675879 2953.0011996179819 5012.7937417924404 1583.083798661828 4669.8293695896864 77.768021836876869 464.10194279253483 563.58079919219017 454.28709074854851 428.84903819859028 5779.3492177277803 140.06828834116459 716.17391256988049 leaf_count=3882 3453 36627 1355 11503 672561 4364 7595 2516 5295 9285 9377 2319 19518 15928 3367 7919 475643 22227 13130 20304 6690 19131 313 1862 2331 1822 1729 25528 611 3095 internal_value=-2.2069e-05 -3.16997e-05 0.000462019 0.0142088 0.000413749 -0.000487415 -0.00187026 -0.000300388 -0.000481084 -0.00270933 -0.00572861 -0.000952975 0.0014697 -0.000161329 0.00110476 0.00811149 -0.000426251 0.00034598 0.000625485 -0.00124076 -0.00486774 0.00209701 -0.000261073 0.00879731 -0.00106356 0.000224717 -0.00771522 -0.00291134 0.00145187 0.0030807 internal_weight=330450 330346 158562 554.816 158007 171785 20465.5 151319 12124.6 5659.78 3416.12 1715.29 6464.78 143668 24859.9 2429.09 118808 22430.8 21659.2 9548.88 4536.08 12110.3 6658.42 541.87 6116.55 5124.12 992.43 7651.7 1872.35 1732.28 internal_count=1411280 1407398 688872 14956 673916 718526 90016 628510 53389 26276 16991 7614 27113 594912 103341 10435 491571 92906 89539 40124 19820 49415 27188 2175 25013 20953 4060 33598 8070 7459 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 2 3 1 0 2 3 2 2 1 2 2 1 2 2 0 0 1 2 0 0 1 2 2 0 2 split_gain=105.6 80.3838 82.7558 45.3547 43.2692 49.1054 43.9588 52.7362 60.9066 52.8809 61.069 64.0414 46.6134 46.1642 42.4075 55.916 58.624 43.3925 42.2543 183.471 127.523 41.4024 39.6375 88.5414 47.1746 38.7062 36.1929 32.5776 85.6425 34.0367 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 5.5000000000000009 210.22515869140628 134.73744964599612 9.5555000305175799 29.500000000000004 23.500000000000004 3673.091186523438 2.0774999856948857 3673.103149414063 7882.7980957031259 11.500000000000002 68532.378906250015 7700.5261230468759 11.500000000000002 464.60191345214849 5006.9262695312509 46.500000000000007 40.500000000000007 9.5000000000000018 2343.383422851563 55.500000000000007 49.500000000000007 -52.499999999999993 43957.078125000007 134.73744964599612 50.500000000000007 169.44351196289065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 25 27 5 -5 7 8 14 22 18 13 -13 -12 15 17 26 -6 20 21 -11 -20 24 -24 -10 -2 -17 28 -3 -29 right_child=1 3 -4 4 6 -7 -8 -9 9 10 11 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.030816573859115948 0.023102141133901657 0.0063662582363198973 0.007874743470605532 0.0092357418500365 0.030023605196339946 -0.0097312016051517274 -0.010472652899418008 0.004820038506724353 -0.0050821091845410339 0.011201897110729855 0.0020864966187461461 0.0057021649192965269 -0.0032971655327711943 -0.025091925947117791 -0.0073688623431565096 0.0064369123954923268 0.018273423631014335 -0.002886714662199251 -0.011124011629919963 0.0022319482741965171 -0.0093143444715007139 -0.022068829385965803 0.0081441793292964648 -0.0067358341909076191 0.0024039660818938259 0.00080875619847370112 -0.013252600219694663 -0.0021972653871711219 -0.0029724251124341695 -9.3991375498210083e-05 leaf_weight=100.15742541104555 70.18014894425869 2240.4456405639648 1544.9845389686525 140.04053746163845 37.754102513194084 1000.8156087696552 458.74053149670362 1259.8909638673067 2002.9329142868519 393.28945553302765 87.463731810450554 954.81994539499283 1132.286012172699 157.59407344460487 316.81326973438263 647.65710563957691 387.3792794495821 802.28685964643955 586.24199721217155 702.58673287928104 889.04532724618912 662.69737772643566 1140.5446031242609 525.82468003034592 1218.4975659549236 56048.497060626745 96.548155501484871 7125.0687314122915 1459.59752433002 246174.28774714842 leaf_count=3884 455 9437 12882 750 189 5493 1978 5138 9871 1621 403 3837 4560 724 1280 2596 1552 3589 2518 2970 4458 2859 4678 2179 5699 243100 387 29755 6145 1036254 internal_value=1.69247e-05 7.58426e-06 0.00102521 -0.000207675 -0.00177821 -0.007403 -0.00133446 -0.00103507 -0.00161399 -0.00258442 -0.0045839 -0.000883574 0.000819894 -0.0153917 0.00281901 0.00445606 0.00880901 -0.00140762 -0.00725247 -0.0100322 -0.00302206 -0.0169314 -0.000307493 0.00344877 -0.00225052 0.000836636 0.00388253 -0.000112332 0.00268232 -0.000153154 internal_weight=330365 330265 57663.7 272601 15601.8 1140.86 14460.9 14002.2 12742.3 10453.8 5566.02 2332.16 2087.11 245.058 2288.44 1971.63 1131.58 840.041 3233.86 1951.53 1282.33 1248.94 4887.8 1666.37 3221.43 56118.7 744.205 256999 3700.04 253299 internal_count=1411241 1407357 256437 1150920 69329 6243 63086 61108 55970 46377 23950 9524 8397 1127 9593 8313 4535 3778 14426 8347 6079 5377 22427 6857 15570 243555 2983 1081591 15582 1066009 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 0 2 0 0 3 2 0 2 0 3 2 0 2 0 0 2 2 0 2 2 2 2 2 2 1 split_gain=102.398 77.4328 121.039 108.601 67.6496 61.2177 53.1654 57.9984 51.1069 44.7185 58.4617 60.4984 69.3858 56.9212 54.6097 135.574 120.912 71.133 59.694 53.5317 59.025 58.8228 91.711 51.9181 162.707 71.2664 66.5968 59.3001 48.5637 48.3876 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94494.871093750015 22743.409179687504 1.5000000000000002 112.33882141113283 48.500000000000007 95.500000000000014 1.1510000228881838 207.08887481689456 54.500000000000007 67.829120635986342 49.500000000000007 1.532000005245209 276.59585571289068 45.500000000000007 2871.6833496093755 2.5000000000000004 66.500000000000014 2243.352905273438 282.07974243164068 37.500000000000007 263.64595031738287 1099.1130981445315 2817.958129882813 2243.352905273438 181.1947937011719 145.14741516113284 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -5 7 -4 9 13 11 -11 -13 23 15 16 -12 18 -16 20 21 -20 29 27 -25 26 -26 28 -3 -23 right_child=1 8 6 5 -6 -7 -8 -9 -10 10 14 12 -14 -15 17 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.030791794279728515 0.0082424905856948658 0.0049436471569716334 0.011085750421848077 0.023742075798511824 -0.0079236598276295929 0.0089793139035067651 0.00033498057030673269 -0.00050081460536768061 -0.01013105153119479 -0.00087830880251321057 0.00092512627114764347 0.016931365501469561 -0.0075278955204561085 -0.00041511540786918225 -0.031595422740079537 0.00045551680683608118 0.014273266049254598 0.00014705616356771418 -0.0037575362246203832 -0.0039642168965106474 -0.0054671888573090298 -0.00038215429950811997 0.0060688506507061268 -0.015146237502405228 -0.0035619144364737718 -0.005905336432234046 0.006669806107502535 0.0082549695278771804 -0.0068068516557463158 -0.014785058640794714 leaf_weight=97.274368539452553 463.48726992309093 476.4198193103075 865.55913034081459 380.87541241943836 468.40626159310341 751.82217913120985 154649.94374538958 705.9357196688652 487.70429251343012 5111.3550356030464 1170.3757288902998 108.95389175415039 2487.6829837858677 12157.07045917213 58.939050659537315 22450.352230474353 1277.3392865359783 80324.718057669699 4329.8199474513531 6065.5617391914129 2349.1239276379347 22981.689891830087 2075.3527200967073 1157.8027217239141 1223.9301661252975 2795.9050951898098 1075.7399165332317 620.32730217278004 943.32773298025131 211.86628043651581 leaf_count=3884 4294 2114 3668 11485 3870 5278 656392 2939 2215 22511 5105 470 10892 53583 254 93027 5398 327204 18857 26015 9729 97815 8831 5439 5053 12681 4316 2624 4243 1055 internal_value=1.64131e-05 7.3477e-06 0.000486139 0.00770245 0.000116749 0.0139434 0.000390769 0.00588092 -0.000433418 -0.000405833 -0.000227534 -0.00277266 -0.00650159 -0.00172237 -9.06288e-05 0.00118648 0.00789085 -0.000359196 -0.00142728 -0.00138051 -0.000889968 -0.000526693 2.69105e-05 -0.00363862 -0.00499437 -0.00268769 0.00122428 0.00051711 -0.00286378 -0.000513721 internal_weight=330325 330227 158286 2064.59 931.894 1132.7 156221 1571.49 171941 171454 151003 7707.99 2596.64 20450.5 143295 24898.1 2447.72 118397 38072.4 38013.4 31947.9 29598.7 25268.9 8293.45 6253.38 5095.58 2299.67 2040.07 1419.75 23193.6 internal_count=1411241 1407357 687926 24927 8164 16763 662999 6607 719431 717216 627163 33873 11362 90053 593290 103530 10503 489760 162556 162302 136287 126558 107701 36470 27489 22050 9369 8981 6357 98870 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 0 2 2 0 0 2 0 1 2 0 0 1 1 1 1 2 0 1 1 1 0 2 1 2 split_gain=99.2951 73.6418 77.8985 45.7763 76.9415 67.175 56.3946 54.5511 77.9626 101.681 71.4279 57.7573 54.9899 45.4154 49.0982 96.1002 87.473 47.4537 44.5617 42.8717 42.6153 67.4183 50.0811 41.7028 40.7809 49.9336 40.132 58.0975 63.972 50.6968 threshold=1.0000000180025095e-35 -1.4999999999999998 7.0125000476837167 13264.737792968752 45.500000000000007 -14.499999999999998 56.500000000000007 767.85998535156261 3673.091186523438 38.500000000000007 48.500000000000007 2385.3286132812505 28.500000000000004 -3.4999999999999996 7019.5273437500009 17.500000000000004 25.500000000000004 -6.4999999999999991 -34.499999999999993 -10.499999999999998 1.5000000000000002 1637.6347656250002 92.500000000000014 29.500000000000004 47.500000000000007 14.500000000000002 28.500000000000004 249.24568176269534 -9.4999999999999982 333.79756164550787 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 18 -6 7 26 11 13 -11 -9 -13 14 15 -10 -16 -18 -5 -4 -3 24 23 -23 25 -22 29 28 -28 -2 right_child=1 20 19 4 5 -7 -8 8 9 10 -12 12 -14 -15 16 -17 17 -19 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030767786723494912 0.011400823695360145 7.8622915768632384e-06 0.0097387438155249716 0.025804765192880528 0.024892488845414534 0.0020607723085518926 -0.0017528502135312827 0.0024211190927580398 -0.013131009882722018 -0.0058026128602709027 0.0023655761700229301 -0.0031073363992963655 0.0083827830461144278 0.00072003856688098171 0.0052540281473931125 0.0096366490176179355 -0.019327474628734961 0.0020267246033664446 -0.003397785380563483 0.0029595435937042982 -0.0020773533020902054 -0.00028358779106226812 -0.01063104834892924 0.0054202809747578252 0.039793304290609365 -0.009789521589327355 0.011916317085025019 -0.0041624884962958445 -0.0002135291178820192 0.0011207176252285244 leaf_weight=94.472024820744991 488.64786438643932 209032.57228599861 962.56899959221482 47.38980108499527 122.7123364508152 2113.1188943982124 5908.2143268734217 5661.3574882298708 181.02898764610291 2803.6267556399107 1468.0303222388029 419.70178012549877 3509.0929007232189 4765.0003189742565 1091.5393979549408 2130.490269318223 245.75423462688923 151.33125413954258 6170.5249249637127 6570.2284881547093 18779.00508800149 42321.692603394389 412.46983081102371 1185.9634609222412 20.650193259119987 787.25835260748863 424.18326352536678 3643.9043246805668 5049.4859174787998 3707.6355762630701 leaf_count=3884 2130 880984 6834 242 603 9214 24971 25166 864 11695 6581 1878 15570 20148 5149 9959 1117 646 25209 34245 84657 174433 1813 4789 95 4149 2011 15261 20935 16009 internal_value=1.5924e-05 7.12504e-06 0.000981398 0.000553749 -0.00145899 0.00331388 0.000962287 0.00141112 0.00231416 0.000785315 -0.00299547 0.00436058 0.00715533 0.00267089 0.00511706 0.00785358 0.000867832 -0.0111893 -0.00317522 0.00382582 -0.00019891 -0.0008795 -0.000226744 -0.000128108 -0.00234319 -0.00238766 -0.000110037 -0.00122743 0.000726476 0.00231781 internal_weight=330270 330175 57635.6 50102.8 8453.75 2235.83 41649 35740.8 22427 12836.8 4271.66 9590.15 3928.79 8565.14 3800.14 2311.52 1488.62 397.085 6217.91 7532.8 272540 63507 43920.1 43507.7 19586.9 19566.3 13313.9 9117.57 5473.67 4196.28 internal_count=1411241 1407357 256437 215358 35268 9817 180090 155119 98773 56159 18276 42614 17448 37883 17735 10823 6912 1763 25451 41079 1150920 269936 181035 179222 88901 88806 56346 38207 22946 18139 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 0 2 0 0 1 2 0 0 2 2 2 2 0 1 0 0 0 1 2 2 2 1 0 0 1 split_gain=96.2885 69.5905 114.042 104.084 63.728 60.5497 50.1781 54.6016 47.3945 43.3223 44.3826 123.645 89.2647 59.3346 111.361 50.5197 102.858 66.7849 74.1701 64.4415 63.3822 112.436 116.545 114.868 85.5549 73.0985 68.4137 60.266 55.9235 48.9122 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94494.871093750015 22743.409179687504 1.5000000000000002 112.33882141113283 48.500000000000007 95.500000000000014 -52.499999999999993 94494.871093750015 55.500000000000007 16.500000000000004 1921.9818115234377 13264.737792968752 5342.6640625000009 1006.7319946289064 56.500000000000007 -6.4999999999999991 31.500000000000004 50.500000000000007 30.500000000000004 -8.4999999999999982 11087.062988281252 8598.4760742187518 26764.801757812504 -21.499999999999996 28.500000000000004 52.500000000000007 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -5 7 -4 -3 -8 12 -12 13 -11 -15 16 19 18 28 -14 21 22 23 -17 -23 -24 -22 -20 -18 -19 right_child=1 8 6 5 -6 -7 9 -9 -10 10 11 -13 15 14 -16 20 17 29 27 -21 26 24 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030744521231831301 0.0080118209279699398 -0.00038443950610121013 0.010766712170372004 0.023543613015374314 -0.0076866209243296717 0.0087308167599020482 0.022223547029654598 -0.00048179821539395449 -0.0097647247617449057 0.0042465434077694972 -0.0034985334639910767 0.0079642041884677214 0.0010670120658130642 -0.0013337276549662382 0.0031457948346018724 0.0029368324564852774 0.0081509324966929139 -0.0079559273587030497 -0.0013607665387015519 -0.0013345910776538009 0.034530542067790895 -0.0087648668641623004 0.0024188157020015948 -0.017037793266989579 -0.0025093146737136121 -0.0026065893895195367 0.0010179479630114316 0.0022337642914358321 -0.0066702790517231408 -0.00022429667144012555 leaf_weight=91.748284004628658 460.64258564636111 171409.49228625745 863.27734553813934 372.12797229364514 470.39554263278842 746.72721284627914 81.185302913188934 706.00684861838818 486.14807329326868 7430.3851267620921 6365.3757370114326 976.89897404611111 15039.598241731524 9155.4961204826832 10990.625009045005 422.88082717359066 2503.9394517242908 840.26833859086037 4992.3959866911173 30343.048535585403 55.162838295102119 2588.7436600625515 8732.6607174873352 669.06280794739723 8201.9066301286221 3712.4529969096184 8920.3614347726107 26377.920537874103 252.20117524266243 5957.6825285702944 leaf_count=3884 4294 717216 3668 11485 3870 5278 557 2939 2215 34113 27122 4367 62253 41370 52015 2074 12338 3799 20689 123606 295 10533 36265 2793 33171 14880 37426 111154 1232 24340 internal_value=1.54677e-05 6.92749e-06 0.000460917 0.00749093 8.03766e-05 0.0136575 0.000368646 0.00570611 -0.000410968 0.000314471 0.000302961 -0.0019734 0.000416515 0.00195517 0.00111006 6.17737e-05 0.000444764 0.00153538 0.00207627 -0.000538711 -0.000930764 -0.00172572 9.51782e-05 -0.00930215 -0.00401006 0.000919707 0.00122391 0.00166172 0.00679471 -0.00117997 internal_weight=330217 330125 158229 2049.89 931.038 1118.86 156180 1569.28 171896 154610 154529 7342.27 147187 27576.5 20146.1 119610 86307.1 40924.4 34126.5 45382.6 33303.2 24327.7 13537.1 1091.94 10790.7 12445.1 8975.52 31370.3 2756.14 6797.95 internal_count=1411241 1407357 687926 24927 8164 16763 662999 6607 719431 656392 655835 31489 624346 127498 93385 496848 359411 173552 145413 185859 137437 99716 56012 4867 43704 51145 37721 131843 13570 28139 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=0 1 3 1 3 0 2 2 2 2 2 2 2 2 1 2 2 2 0 2 2 2 2 2 3 2 2 2 2 2 split_gain=93.375 67.4514 73.5654 41.6804 39.9482 139.828 93.3974 243.627 106.312 104.129 120.988 78.5421 78.0919 62.5769 58.8657 56.0823 51.688 66.1049 48.2831 161.159 82.8439 61.6547 45.3964 102.5 57.3538 153.939 183.633 261.659 72.5211 71.2337 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 82.500000000000014 1.1980000138282778 49.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 3673.103149414063 6704.7329101562509 844.91958618164074 99995.847656250015 308.54922485351568 1.0000000180025095e-35 145.14741516113284 7353.4816894531259 17466.614257812504 51.500000000000007 3600.6882324218755 3673.103149414063 2602.8994140625005 134.73744964599612 215.8664245605469 1.532000005245209 3673.091186523438 8796.4672851562518 6113.6403808593759 282.07974243164068 55938.710937500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 6 8 11 15 -9 -11 13 16 14 -8 -3 18 -18 -7 21 -21 -20 -6 -24 25 -25 27 -27 -26 -28 right_child=1 3 -4 -5 22 12 7 9 -10 10 -12 -13 -14 -15 -16 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1155.101531073451 49.861124813556671 1024.0898624807596 238.02214960753918 2398.2801774293184 1970.6275296807289 742.96115566790104 6118.4960286021233 2913.1091306060553 898.75870631635189 784.78775115311146 10106.198467820883 18815.931145519018 8006.4408923685551 4251.1693290024996 5947.6846307218075 1640.7364821434021 180429.20623064414 338.35469150543213 leaf_count=3884 243555 4048 12882 315 11680 40219 748 26925 5192 6543 10313 5064 202 4514 1127 10260 7987 3003 25359 14668 3787 3169 42954 76849 33640 17921 24064 6771 762218 1380 internal_value=1.50382e-05 6.74882e-06 0.000939675 -0.000190398 -0.000185084 -0.00105895 -0.00306483 -0.00436644 0.000608675 -0.00230749 -0.00617307 -0.0125705 0.000503888 -0.00791882 -0.0175966 -0.00217811 0.000586945 0.00446983 5.47999e-05 -0.00130931 -0.00626048 0.00142464 -3.40599e-05 -7.99313e-05 5.61204e-05 0.00125203 -0.00137602 -0.00518115 -0.000140583 0.00219054 internal_weight=330151 330062 57581 272481 272425 40143.6 17580 12980.6 4599.32 10376.5 3909.02 2604.16 22563.6 1449.06 424.968 3349.06 22513.7 2713.59 19800.2 10715.2 3811.87 6903.28 232282 229536 219430 30993.9 12177.9 5891.91 188436 6286.04 internal_count=1411241 1407357 256437 1150920 1150605 173128 74734 55234 19500 43781 16856 11453 98394 6389 1875 14308 98192 10990 87202 46983 18455 28528 977477 965797 922843 126985 50136 24692 795858 25444 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=0 1 1 2 1 0 0 0 2 1 2 0 2 2 0 0 2 1 2 0 0 2 2 2 2 2 0 0 2 0 split_gain=90.7149 78.8745 60.746 65.5323 44.075 61.745 41.4209 39.7406 64.8768 53.7396 71.6757 49.247 45.3501 101.261 340.327 304.884 461.839 126.297 106.557 158.332 136.383 117.698 95.7728 108.488 92.2005 76.3343 175.996 154.414 61.4581 67.7697 threshold=1.0000000180025095e-35 -43.499999999999993 1.5000000000000002 1637.6347656250002 10.500000000000002 61.500000000000007 69.500000000000014 17.500000000000004 1338.8272094726565 1.0000000180025095e-35 87.470542907714858 6.5000000000000009 12411.391601562502 79162.558593750015 2.5000000000000004 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 72035.476562500015 3.5000000000000004 3.5000000000000004 64691.324218750007 50009.173828125007 55938.710937500007 89440.765625000015 35189.248046875007 6.5000000000000009 6.5000000000000009 54303.691406250007 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 7 4 6 -6 -4 8 9 11 -11 -3 -10 14 17 16 24 -14 20 -20 21 -16 -19 -24 -15 26 -22 28 -27 -30 right_child=1 2 3 -5 5 -7 -8 -9 12 10 -12 -13 13 15 18 -17 -18 22 19 -21 25 -23 23 -25 -26 27 -28 -29 29 -31 leaf_value=0.030700249008410847 0.019297043297241141 0.023056104508634434 -0.0014651556443055656 -0.00019320249413718794 -0.0099295547891812361 0.0074057930514903657 -0.0068572252772488356 -1.8266699352776175e-05 -0.00076321620336757673 -0.039692269518304589 0.00063329640066537576 0.0042084944931162771 0.00045578689032013193 -0.00014992709388530475 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6216 823345 86267 173 17473 30394 4455 2188 4890 42497 24742 3312 3049 1582 9902 2395 1054 616 3066 12654 47791 10298 3042 301 internal_value=1.68893e-05 8.83054e-06 -2.31882e-06 -0.000836775 -0.00228177 -0.00732091 -0.00187896 0.000196278 0.000821873 0.0029237 0.000248349 0.00455715 0.000413646 0.00102227 0.00225442 -0.000947001 0.0057629 -0.0124543 0.00315575 0.0131547 0.00271517 -0.00611033 -0.0190544 -0.0305337 -0.0105979 0.00338219 0.00213793 0.0062304 0.010426 0.0185584 internal_weight=330180 330093 329903 63421.2 19542.7 1446.52 18096.2 266481 68050.7 11067.5 4195.64 6871.86 56983.2 37559.1 23103.6 14455.6 4287.11 1334.01 21769.5 918.739 20850.8 1465.14 882.729 375.709 1139.94 19385.7 13491.7 5893.95 3374.57 670.24 internal_count=1411494 1407603 1405896 269707 88798 7718 81080 1136189 312844 48743 17646 31097 264101 177834 105341 72493 29996 9437 95904 4631 91273 7285 4982 1670 5254 83988 57693 26295 15997 3343 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=0 1 1 3 2 0 1 2 0 2 0 0 2 1 2 0 3 0 2 2 2 2 2 2 2 2 2 2 2 1 split_gain=87.9743 75.1994 57.8158 55.4377 54.6902 70.7818 62.059 49.7533 63.7508 56.2032 66.8638 50.8905 56.5577 52.8038 49.0146 66.9762 44.4068 149.655 87.1394 228.097 97.1903 84.0297 81.6935 116.191 64.0282 56.5356 51.9423 50.9602 45.1936 42.9707 threshold=1.0000000180025095e-35 -43.499999999999993 -1.4999999999999998 6.4175000190734872 13264.737792968752 45.500000000000007 -14.499999999999998 619.68685913085949 42.500000000000007 3673.091186523438 48.500000000000007 53.500000000000007 1289.946716308594 -7.4999999999999991 2871.6833496093755 56.500000000000007 1.1980000138282778 49.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 844.91958618164074 3673.103149414063 6704.7329101562509 286.97653198242193 2343.383422851563 99995.847656250015 145.14741516113284 2770.7851562500005 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 7 -6 -7 -3 29 11 -11 12 -10 -14 -13 -16 17 18 20 21 27 24 25 -24 -20 -21 -19 -4 -27 -9 right_child=1 2 16 -5 5 6 -8 8 9 10 -12 14 13 -15 15 -17 -18 26 19 22 -22 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=0.030679078131459481 0.018963162946172039 -0.00052057390349903663 0.0035987632481158252 0.003132846957836226 -0.0034832264264098756 0.024113444445710851 0.0016361485397150639 0.0042012760901470681 -0.0044983866005158888 -0.0071751788924926977 7.9671781920213151e-05 -0.0042429768722031247 0.013953687611042173 0.0038625682557061028 0.025599188224077047 0.001055214340392499 -2.5386681000374202e-05 0.00057887304407671595 -0.023475163054361467 -0.0038385763183830424 0.0075402760742366197 -0.018397605421762043 -0.01265679229647889 -0.0019362965580470533 -0.0050905226925280359 0.0059376204216051633 -0.031005957753477968 -0.0046140226652080629 -0.00067303247384626046 0.00099921672428477477 leaf_weight=84.191356448456645 188.27005794085562 14094.593152463436 949.23052054643631 8284.8841695543379 5900.6054785698652 116.79386714100838 2067.8974000662565 9391.434873059392 579.28701049089432 1724.6462253183126 3392.1396433413029 1718.0266166329384 571.12955114245415 2552.1177686303854 118.95706397294998 629.99214951694012 232253.5520603992 22488.736281737685 197.06937104463577 2559.4370988309383 1242.7420773506165 1154.9022869765759 1434.4371731728315 2488.1611922830343 1264.1767257601023 1521.7277014255524 46.958328068256378 2397.1783626675606 2396.5871955901384 6303.5466601401567 leaf_count=3891 1707 59291 4038 43893 24012 584 9023 42791 2452 7117 14746 7374 2876 10988 518 2701 977627 98174 888 10434 5157 5083 6550 10390 5573 6105 190 10253 10435 26633 internal_value=1.64103e-05 8.58818e-06 -2.23091e-06 0.000862661 0.000480077 -0.00177525 0.00283779 0.000924013 0.00167864 -4.09982e-05 -0.00236562 0.00188697 0.00411103 0.00570787 -0.00145099 0.00495358 -0.00018463 -0.001106 -0.00317843 -0.00443163 0.000376113 -0.0123498 -0.00243985 -0.00585663 -0.00756995 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10.500000000000002 61.500000000000007 69.500000000000014 92.500000000000014 -10.499999999999998 1.532000005245209 9.5000000000000018 24.500000000000004 17.500000000000004 2385.3286132812505 1.0000000180025095e-35 8055.6518554687509 79162.558593750015 2.5000000000000004 99995.847656250015 2.5000000000000004 45473.716796875007 72035.476562500015 3.5000000000000004 3.5000000000000004 35189.248046875007 6.5000000000000009 6.5000000000000009 64691.324218750007 55938.710937500007 89440.765625000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 8 4 6 -6 -4 11 9 -3 -11 -5 13 14 -10 -15 19 18 29 20 -17 23 -23 27 26 -26 -25 -21 -22 -18 right_child=1 2 3 7 5 -7 -8 -9 12 10 -12 -13 -14 15 -16 16 17 -19 -20 21 28 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.030658562397147284 0.018632644374525702 0.0087794651639500482 -0.0014103462159054296 -0.00027004615918164375 -0.0096645546113983457 0.0071603756034951732 -0.0066655668760729047 -0.0093831997902827612 0.0041397147343923083 0.0092824120346912519 -0.00094390877835504711 0.0043012249078961022 -5.8573853266850198e-05 -0.0021790468496406925 -9.4038550217057649e-05 -0.0038422427101471907 -0.00014916881255759061 -0.0037673269079621036 0.011258504472259016 -0.010306087022163785 -0.031564695402698399 0.023321934333425626 -0.001589449484010443 -0.0046220665547059793 0.010135665047776229 0.00078541193429291839 0.0022252018351171642 0.0063820400730267663 -0.0064374691132530392 -0.017137539479028071 leaf_weight=81.756977194920182 185.89767734520137 1256.4248369187117 16696.646161288023 41809.320664256811 1222.3516010344028 218.39233785867691 1385.7254063487053 413.44633459299803 9364.315333083272 579.59800819866359 3033.768602013588 1652.6565728187561 194830.91928900778 9239.7697605490685 6046.2091049253941 914.57386694103479 447.50103282555938 9989.684391528368 3088.8164349384606 1114.2537501454353 354.65064513683319 514.65978410840034 374.00165167450905 2599.109133079648 3289.2225200235844 2430.9852470308542 15598.872760117054 452.57790380716324 203.44291992858052 678.64873975142837 leaf_count=3891 1707 6108 74864 172383 6618 1100 6216 1817 42747 4230 14418 6709 806353 41217 25511 6851 2112 41543 24072 5404 1943 2945 1520 11751 15490 9906 65342 2327 1382 3017 internal_value=1.59269e-05 8.33489e-06 -2.16302e-06 -0.000805947 -0.00220428 -0.00711418 -0.00181308 -0.000183735 0.000189122 0.00278189 0.000696433 -9.6222e-05 0.000140844 0.000723334 0.00247863 0.000195947 0.000717799 -0.00102474 0.00547533 0.00160668 -0.0108769 0.00230375 0.0128377 0.00193643 0.00242264 0.00616198 0.00124725 -0.00548574 -0.022405 -0.0103868 internal_weight=330068 329986 329801 63398.5 19523.1 1440.74 18082.4 43875.4 266402 4869.79 3613.37 43462 261532 66701.3 15410.5 51290.8 42051 14204.7 4214.97 27846.4 1472.67 26373.7 888.661 25485 23918.2 5720.21 18198 1566.83 558.094 1126.15 internal_count=1411494 1407603 1405896 269707 88798 7718 81080 180909 1136189 24756 18648 179092 1111433 305080 68258 236822 195605 70744 29201 124861 10176 114685 4465 110220 102489 25396 77093 7731 3325 5129 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=0 1 1 2 1 0 0 0 1 3 1 2 2 0 3 2 0 2 0 0 2 0 1 3 0 2 0 2 2 0 split_gain=82.744 68.328 53.0311 57.7386 39.4466 55.1028 37.064 36.9838 35.6728 56.7498 34.7402 34.4923 43.9085 84.8954 76.455 51.3395 52.6419 47.9684 42.3992 41.8699 41.7111 39.5811 39.3952 42.176 35.413 32.514 39.1771 34.2255 32.2468 32.4779 threshold=1.0000000180025095e-35 -43.499999999999993 1.5000000000000002 1637.6347656250002 10.500000000000002 61.500000000000007 69.500000000000014 92.500000000000014 -2.4999999999999996 21.500000000000004 29.500000000000004 619.68685913085949 3673.091186523438 53.500000000000007 1.5979999899864199 20123.864257812504 35.500000000000007 2343.383422851563 74.500000000000014 9.5000000000000018 40758.552734375007 50.500000000000007 -10.499999999999998 4.7190001010894784 37.500000000000007 112.33882141113283 52.500000000000007 67.829120635986342 67.829120635986342 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 8 4 6 -6 28 10 9 11 -5 22 13 17 21 16 -16 -13 19 20 -17 -14 24 -24 -3 26 27 -10 29 -4 right_child=1 2 3 7 5 -7 -8 -9 25 -11 -12 12 14 -15 15 18 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030638677938116494 0.018305446779947106 -0.0029213832186117052 0.0051885734203043175 -0.00023552878919078497 -0.0094208567254258514 0.0069231910521862575 -0.0064796830849248701 -0.0091148527531172818 0.0005310109942615553 0.0088612936030253494 0.0049660910551196161 0.0027116080234419761 -0.0053670136451658013 -0.0035054942547126751 0.0042693852068781046 0.0093443235149651537 -0.0017645433483479385 0.008017179874553363 0.010116708572603651 -0.0033082582201048407 -0.0026922135502736515 0.0012538346248578479 -0.0020028092610890032 0.01546539741277566 0.010416208093043807 1.6816321558253074e-05 -0.0021169322156366042 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0.00145158 0.00329323 0.000573214 0.00166981 0.00308467 0.00471782 -0.00087532 -0.00163256 0.00361056 -0.00322043 -0.000901913 -0.00166198 0.00551181 5.40126e-05 0.00341854 0.00590987 -0.00136864 0.0111392 internal_weight=330000 329921 329737 63381.6 19507.6 1435.53 18072.1 43874 266355 32531.6 43461.1 31702.3 24429.2 7888.79 16540.4 12831.3 8246.84 6522.15 4584.49 4289.02 1038.78 3709.03 7273.14 6502.55 770.597 233824 2556.76 1763.2 16689.3 183.469 internal_count=1411494 1407603 1405896 269707 88798 7718 81080 180909 1136189 148545 179092 141120 109636 36240 73396 57394 37538 30190 19856 18496 5113 16002 31484 27806 3678 987644 10711 7400 74864 824 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=0 1 1 3 2 0 2 1 0 2 2 0 2 0 0 1 2 1 3 0 2 2 2 2 2 2 2 2 2 2 split_gain=80.249 65.118 50.4495 49.0986 43.0958 71.4809 69.9386 57.8928 54.2752 53.716 113.067 79.5451 78.9087 64.5052 52.4676 69.2971 47.7319 46.528 41.3732 140.665 82.6508 214.195 91.7738 79.7739 77.1321 109.897 62.1863 53.0863 49.7457 55.048 threshold=1.0000000180025095e-35 -43.499999999999993 -1.4999999999999998 8.545499801635744 16543.466796875004 35.500000000000007 22009.412109375004 -10.499999999999998 27.500000000000004 1768.4891357421877 3673.091186523438 38.500000000000007 5579.1726074218759 48.500000000000007 53.500000000000007 -8.4999999999999982 2385.3286132812505 -6.4999999999999991 1.1980000138282778 49.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 844.91958618164074 3673.103149414063 6704.7329101562509 417.75494384765631 2343.383422851563 45473.716796875007 11087.062988281252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 8 -6 -7 -8 -3 -10 14 12 -12 -13 15 -11 -17 -14 19 20 22 23 -4 26 27 -26 -22 -23 29 -21 right_child=1 2 18 -5 5 6 7 -9 9 10 11 13 17 -15 -16 16 -18 -19 -20 28 21 24 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.030619405662197952 0.017981536859850621 0.0025915474157569853 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232193.27232168056 20783.281563162804 619.57020834088326 2558.5805213600397 1243.260661303997 1149.7445375919342 1429.704236254096 2487.3202136307955 838.18903984129429 3918.1575465798378 126.77022539079189 1623.7216055244207 leaf_count=3891 1707 53980 14291 32066 20310 2770 797 8041 60945 3752 11839 12637 1620 16368 7067 6800 11741 4266 977627 91290 2762 10434 5157 5083 6550 10390 3699 16540 514 6560 internal_value=1.50276e-05 7.8753e-06 -2.00916e-06 0.000806414 0.000516161 -0.00156004 0.00238341 0.00513219 0.000877338 0.000230576 0.00134934 -0.000530541 0.00278364 -0.00251524 0.00444294 0.0059726 0.00449647 -0.00299922 -0.00017236 -0.00106193 -0.00307255 -0.00429407 0.000389797 -0.011982 -0.00236539 -0.00568856 -0.00732184 -0.000355592 0.000507408 0.00061343 internal_weight=329956 329879 329697 57382.3 51723.7 7664.55 2686.76 2031.56 44059.1 31989.6 17497.8 10883.9 4076.58 6807.35 6613.84 4981.32 4242.9 1396.27 272315 40121.9 17588.1 13001.3 4586.85 2607.5 10393.8 3917.02 1457.76 6476.74 22533.8 22407 internal_count=1411494 1407603 1405896 254999 222933 31918 11608 8838 191015 137035 76090 46730 17725 29005 29360 22293 18541 5886 1150897 173270 74906 55458 19448 11544 43914 16940 6461 26974 98364 97850 is_linear=0 shrinkage=0.03 Tree=120 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 0 1 2 0 2 1 3 0 1 1 2 0 1 2 0 1 0 2 2 0 2 0 1 2 0 split_gain=76.3179 56.5777 52.6899 37.1014 36.557 61.8064 35.1737 48.4888 47.9088 37.1364 32.9889 32.6747 31.1019 26.3605 30.784 37.0118 50.4475 45.9024 37.8149 78.131 26.3998 26.1489 25.9132 56.9034 57.9108 56.0584 56.7953 50.6036 42.9423 62.0526 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 98.500000000000014 84255.890625000015 54.500000000000007 3.5000000000000004 215.8664245605469 38.500000000000007 142.00050354003909 11.500000000000002 6.4175000190734872 48.500000000000007 93.500000000000014 24.500000000000004 2152.199340820313 41.500000000000007 42.500000000000007 47554.107421875007 88.500000000000014 68.500000000000014 1.5000000000000002 619.68685913085949 3673.091186523438 54.500000000000007 2243.352905273438 33.500000000000007 -34.499999999999993 2871.6833496093755 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 21 6 11 -6 -3 8 -8 12 -11 22 -10 14 -9 17 -17 -16 19 -18 -20 -2 -4 24 25 -24 -27 -25 -26 -30 right_child=1 3 4 -5 5 -7 7 13 9 10 -12 -13 -14 -15 15 16 18 -19 20 -21 -22 -23 23 27 28 26 -28 -29 29 -31 leaf_value=0.030600752895730318 0.019532745275219664 -4.75624818789215e-05 -0.00046688589379220805 -0.024792492154557699 -0.0051226013817096579 0.0089806873511269515 0.011333548483784929 -0.0011255684202186624 0.020462157264332113 -0.0066345622218824431 -0.017816013231103416 0.0031234464835536422 -0.0024823279435263628 -0.035225124923493854 -0.014635203155556888 0.013311814829233918 0.0014283996552766072 0.019518813552178084 0.0079441188861672802 -0.034881400979881343 0.03790330926009456 0.0047615605050356623 0.0017863671470310983 0.019008188772517667 -0.0045053115951441984 -0.0017934860718876384 0.0078224787523272533 1.4224258472066995e-05 0.025457569791326032 0.00072178451046025517 leaf_weight=73.457643626257777 114.17051553167403 247078.36850895546 14128.379768639803 55.028448089957237 1910.1706741526723 327.63083678483963 139.94290713965893 21324.925773963332 69.96026548743248 1354.4915062338114 287.95818102359772 5166.3824015185237 221.55772829055786 20.03619022667408 190.87899143993855 427.97737045586109 1051.9884914457798 43.483475998044014 88.311840310692787 56.184223264455795 37.803418502211571 1951.7784378826618 6007.2037345468998 126.98951286077499 1538.1362565755844 655.80866193771362 3519.470694154501 21350.90402340889 106.69667468965054 631.48690919578075 leaf_count=3818 3452 1039878 59434 389 7830 1552 713 92544 354 6835 1691 24551 1142 97 878 1720 4289 186 359 233 156 12349 26673 723 6575 2941 15791 91662 468 2709 internal_value=2.56656e-05 1.88593e-05 0.000873676 -0.000161659 0.000698469 -0.00305777 -0.000156683 -0.0012217 -0.00561698 -0.00684353 -0.00859492 0.000856378 0.00302403 -0.000829495 -0.000799817 0.0028628 0.00443639 -0.00829829 0.00135893 -0.000412503 0.0169245 0.00557786 0.000612697 0.00106214 0.00267507 0.00364212 0.0063121 0.000126527 -0.0016508 0.00429708 internal_weight=330058 329984 57535.2 272449 55469.3 2237.8 272394 25315.5 2073.91 1933.97 1642.45 53231.5 291.518 23241.6 23221.6 1896.63 1662.27 234.362 1234.29 1108.17 126.115 2065.95 48065.1 33936.7 12458.8 10182.5 4175.28 21477.9 2276.32 738.184 internal_count=1411992 1408174 256710 1151464 240909 9382 1151075 111197 10735 10022 8526 231527 1496 100462 100365 7821 6757 1064 5037 4522 515 15801 206976 147542 55157 45405 18732 92385 9752 3177 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 0 3 0 2 2 2 2 2 2 2 2 2 1 2 0 2 2 2 2 2 2 2 2 2 2 split_gain=74.021 53.2613 49.8153 35.325 34.409 58.2407 34.0018 127.53 70.1664 63.1929 206.007 97.9888 97.4538 82.8566 63.5304 55.9135 55.6023 54.5502 48.3585 55.9693 136.73 75.7101 51.583 49.1042 44.4052 56.366 54.6802 41.8852 41.6713 40.2142 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 98.500000000000014 84255.890625000015 54.500000000000007 1.1980000138282778 49.500000000000007 45473.716796875007 269.37811279296881 1126.780944824219 3673.103149414063 6409.8125000000009 181.1947937011719 844.91958618164074 145.14741516113284 286.97653198242193 1.0000000180025095e-35 7353.4816894531259 51.500000000000007 3600.6882324218755 3673.103149414063 2602.8994140625005 5832.3920898437509 2343.383422851563 2871.6833496093755 3673.091186523438 1006.7319946289064 169.44351196289065 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 6 -4 -6 7 9 18 13 14 24 -13 15 16 -3 17 -11 19 28 22 -22 -21 -23 -12 -26 -27 -16 -9 -30 right_child=1 3 4 -5 5 -7 -8 8 -10 10 11 12 -14 -15 27 -17 -18 -19 -20 20 21 23 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2591.8128779828548 1235.068818166852 686.6068789511919 2405.0043913573027 1249.9820137917995 137.65305337309837 2623.1157474368811 6116.7938320040703 2904.0131459981203 595.49259167909622 793.66391055285931 299.3933185338974 1699.8858001083136 277.2356718480587 1938.9371618777514 455.02075059711933 6736.622576624155 690.32344806194305 leaf_count=3818 15801 4018 231527 389 7830 1552 977889 7021 523 208 10472 6078 10864 5123 3051 10310 5527 655 10626 25366 14676 2517 3205 1253 6820 1131 8571 2019 30158 2994 internal_value=2.49045e-05 1.82985e-05 0.000847892 -0.000156825 0.000677773 -0.00296723 -0.000151997 -0.000958788 0.000534978 -0.00287524 -0.00394457 -0.00206143 -0.00580981 0.000153272 -0.0115303 -0.0022969 -0.00733912 -0.0224753 0.000662085 0.00015449 -0.00131413 -0.00588602 0.00119918 0.00174328 0.000201282 0.00221167 -0.000940531 -0.0168154 0.0018886 0.00284498 internal_weight=330018 329947 57510.2 272436 55451.6 2236.84 272382 40093.3 22531.4 17561.9 12979.2 10397.9 3914.01 4582.75 2581.26 3347.68 1439.63 189.65 22402.3 19779.1 10709.4 3798.9 6910.46 894.886 6483.89 3916.06 2216.17 1141.63 9069.79 7426.95 internal_count=1411992 1408174 256710 1151464 240909 9382 1151075 173186 98339 74847 55396 43936 16942 19451 11460 14328 6390 863 97816 87190 47017 18446 28571 3770 26994 16522 9702 5070 40173 33152 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 3 0 2 2 2 2 2 2 2 2 2 1 2 0 2 2 2 2 2 2 2 2 2 2 split_gain=71.7946 50.1311 47.0738 34.3071 32.3852 54.8799 31.9107 120.105 65.9594 59.5624 194.714 92.3703 92.2281 77.9243 60.2289 53.1276 52.6378 52.3403 45.5066 52.6832 128.912 71.5108 48.5366 46.1978 41.7853 53.0326 51.5033 39.8818 39.8794 39.2146 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 93.500000000000014 84255.890625000015 54.500000000000007 1.1980000138282778 49.500000000000007 45473.716796875007 269.37811279296881 1126.780944824219 3673.103149414063 6409.8125000000009 181.1947937011719 844.91958618164074 286.97653198242193 145.14741516113284 1.0000000180025095e-35 7353.4816894531259 51.500000000000007 3600.6882324218755 3673.103149414063 2602.8994140625005 5832.3920898437509 2343.383422851563 2871.6833496093755 3673.091186523438 1006.7319946289064 17012.167968750004 169.44351196289065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 6 -4 -6 7 9 18 13 14 24 -13 16 15 17 -3 -11 19 29 22 -22 -21 -23 -12 -26 -27 -16 -20 -9 right_child=1 3 4 -5 5 -7 -8 8 -10 10 11 12 -14 -15 27 -17 -18 -19 28 20 21 23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.030565097641733683 0.005284836899663488 0.0037771321963246396 0.00080622316987177247 -0.034122024486479413 -0.0048189056447112489 0.0085102982094723122 -1.3958168636100272e-05 -0.0023628787186214324 -0.020849752259030602 0.0035921085165794972 -0.0027792557171359028 -0.012104989206172223 -0.0023568728097038446 0.0065858572029846478 -0.020956106616014242 -0.0048965661821250405 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5123 3051 5527 10310 655 7854 25366 14676 2517 3205 1253 6820 1131 8571 2019 2772 33152 internal_value=2.41522e-05 1.77405e-05 0.000822732 -0.00015215 0.000657583 -0.00287938 -0.000148814 -0.000930667 0.000519094 -0.00279141 -0.00383046 -0.00200084 -0.0056436 0.000148636 -0.0112177 -0.00713467 -0.00222897 -0.022006 0.00064244 0.00014987 -0.00127566 -0.00572076 0.00116319 0.00169043 0.000195247 0.00214533 -0.000912387 -0.0163758 0.00435552 0.00183225 internal_weight=329974 329905 57491.8 272413 55439.9 2235.88 272386 40070.3 22522.4 17547.9 12965.7 10391.9 3908.55 4582.23 2573.77 1436.59 3346.27 187.922 22393.1 19770.4 10702.2 3791.56 6910.59 895.127 6483.34 3916.01 2216.06 1137.18 2622.71 9068.26 internal_count=1411992 1408174 256710 1151464 240909 9382 1151270 173186 98339 74847 55396 43936 16942 19451 11460 6390 14328 863 97816 87190 47017 18446 28571 3770 26994 16522 9702 5070 10626 40173 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 1 1 0 1 0 2 2 0 0 2 2 2 2 0 0 2 0 2 3 2 2 0 2 2 2 split_gain=69.6362 49.3745 45.7019 43.0098 35.7045 35.5923 38.4842 35.0398 35.7107 34.0793 39.8669 36.1106 54.9637 33.1868 144.112 130.566 67.6642 54.0208 252.58 52.4919 45.4789 70.2621 45.7414 53.1222 72.3446 60.918 38.0867 75.5928 167.677 71.8136 threshold=1.0000000180025095e-35 -18.499999999999996 1.5000000000000002 1637.6347656250002 2.5000000000000004 14.500000000000002 47.500000000000007 92.500000000000014 24.500000000000004 41.500000000000007 2385.3286132812505 28492.581054687504 74.500000000000014 5.5000000000000009 39196.445312500007 13578.460937500002 13836.183105468752 99995.847656250015 55.500000000000007 80.500000000000014 31791.298828125004 92.500000000000014 15804.419433593752 6.4175000190734872 10120.596191406252 1126.780944824219 17.500000000000004 13264.737792968752 3038.2934570312505 7188.3642578125009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 13 5 -2 -4 -7 8 -5 10 -10 12 -11 14 15 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779.91647566854954 20.870936423540115 412.5375532656908 21.180219247937202 905.81409057974815 424.73880787193775 129.42845058441162 172.35409907996655 16299.737317547202 12603.266748664901 114.4797290340066 2331.5020743384957 7091.0990751683712 1875.9022035747766 2922.0090873688459 1255.5642329007387 226.63540802896023 828.24722029268742 382.327496483922 720.5970758497715 1661.8192968666553 185734.88425305486 15395.684669464827 5141.7741918116808 6490.2738678455353 leaf_count=3818 1246 18459 84699 172336 9571 4203 94 1825 86 3698 1707 527 696 72075 69808 1095 12168 28660 8057 12128 5267 958 3420 1638 2942 7088 769800 64839 21896 27188 internal_value=2.34224e-05 1.71994e-05 -9.95303e-06 -0.000733675 0.00497857 -0.00190552 -0.00809906 -0.000212349 -0.00012971 0.00419433 0.0112819 0.00157717 -0.000220248 0.000163284 0.00138235 -0.00241259 -0.00777013 7.07254e-05 -0.00221496 0.000157183 -0.00223198 0.0025111 -0.00331106 -0.00235174 -0.00452382 0.00151885 0.000240596 0.00104153 0.000111214 -0.00264029 internal_weight=329931 329864 328069 63362.5 1795.44 19509.3 800.787 43853.1 43440.6 1653.52 445.919 1207.6 1078.17 264706 18679.7 6076.39 2445.98 246027 8967 237060 7997.2 1482.2 6515 5686.75 3642.61 2044.15 229062 43327.5 27931.8 11632 internal_count=1411992 1408174 1397357 269871 10817 88996 4297 180875 179050 6714 1793 4921 4394 1127486 101530 31722 13263 1025956 36717 989239 33441 6225 27216 23796 15070 8726 955798 185998 121159 49084 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 2 2 2 0 0 0 2 2 0 2 0 2 1 2 0 2 2 2 0 2 0 2 2 1 split_gain=67.5437 47.9848 45.3834 40.5115 35.3263 133.823 122.397 65.7678 50.1959 234.794 52.662 40.1521 145.816 49.5503 304.66 213.352 244.734 121.658 142.222 76.7058 200.034 103.913 67.6749 66.4807 55.2324 51.3239 64.6184 58.735 61.5888 40.1076 threshold=1.0000000180025095e-35 -49.499999999999993 1.5000000000000002 1637.6347656250002 5.5000000000000009 39196.445312500007 13578.460937500002 13836.183105468752 94494.871093750015 55.500000000000007 80.500000000000014 1.5000000000000002 99995.847656250015 84255.890625000015 2.5000000000000004 99995.847656250015 2.5000000000000004 55938.710937500007 1.0000000180025095e-35 72035.476562500015 3.5000000000000004 64691.324218750007 89440.765625000015 79162.558593750015 4.5000000000000009 54303.691406250007 4.5000000000000009 47554.107421875007 42366.021484375007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 5 6 -3 -8 10 -10 -6 12 -7 14 17 22 -17 18 -13 20 21 -16 -15 24 -21 26 27 28 -22 -27 right_child=1 2 3 -5 8 11 7 -9 9 -11 -12 13 -14 15 19 16 -18 -19 -20 23 25 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.030531597927540788 0.01925244897542366 0.0012765510868408406 -0.0018496399564127788 -0.00020598936014520479 0.00025504810511550778 -0.014707316845503009 -0.029742316781528187 -0.0062988964688471347 -0.0044352320144785016 0.0071149783091872774 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243.77605350315571 362.9620393961668 leaf_count=3818 1217 18705 88996 180875 961418 1829 1098 12353 30888 8594 33124 576 11337 1471 2403 13355 16237 1446 1144 3109 688 2370 3175 187 70 1548 4386 2850 1171 1554 internal_value=2.27281e-05 1.66881e-05 9.88101e-06 -0.00071185 0.00018153 0.00143454 -0.00220861 -0.00737124 8.62673e-05 -0.00203727 0.000172211 0.00319121 0.0111245 0.00283246 0.00524621 0.00131157 0.00337327 -0.0137666 -0.0251214 0.0083175 0.0066162 -0.00518845 -0.0111861 0.0183551 0.0210097 0.0110282 0.00860317 0.00314277 -0.00600561 0.0185982 internal_weight=329884 329819 329702 63347.3 266355 18819.5 6122.35 2467.38 247535 9628.52 237907 12697.1 549.327 12147.8 4695.6 7452.21 6396.92 653.031 369.157 4042.57 3456.69 940.445 1055.28 585.882 548.066 2516.25 1905.75 963.937 381.584 610.493 internal_count=1411992 1408174 1406957 269871 1137086 103062 32156 13451 1034024 39482 994542 70906 13166 57740 23502 34238 29592 3166 1720 20336 16970 4773 4646 3366 3179 12197 9095 4709 1859 3102 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=0 0 2 0 2 0 2 1 2 0 2 0 2 2 2 2 2 1 2 0 2 1 0 0 2 2 0 0 2 2 split_gain=66.0494 52.2463 60.4831 268.972 400.433 195.309 172.559 137.763 115.406 113.165 99.9723 153.532 149.43 93.1953 86.1924 82.0706 73.0355 72.3257 61.9503 243.085 179.882 86.6733 85.5109 84.1981 67.4843 57.6577 90.2818 59.7543 66.0116 61.3336 threshold=1.0000000180025095e-35 18.500000000000004 79162.558593750015 2.5000000000000004 99995.847656250015 2.5000000000000004 36363.248046875007 1.0000000180025095e-35 33967.421875000007 6.5000000000000009 72035.476562500015 3.5000000000000004 64691.324218750007 89440.765625000015 28492.581054687504 30553.010742187504 55938.710937500007 10.500000000000002 10603.448730468752 5.5000000000000009 3038.2934570312505 1.0000000180025095e-35 14.500000000000002 4.5000000000000009 7700.5261230468759 99995.847656250015 58.500000000000007 80.500000000000014 55938.710937500007 9644.7543945312518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 13 7 18 -2 14 10 11 12 -8 -4 -9 -16 -10 -11 20 -20 21 -7 -23 -22 -25 27 -27 29 -29 -3 right_child=1 25 3 -5 -6 6 9 8 16 17 -12 -13 -14 -15 15 -17 -18 -19 19 -21 23 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.030515624879648727 0.0018062427460075507 3.0624297296079001e-05 0.00079965761278293578 -0.0032379720915798318 0.011070897778020934 0.0033953574333403791 -0.013396090661782696 -0.0096597623140332618 -0.032798045225366113 0.00065328127451939736 0.019751095229355805 0.009617797312751409 0.0087762951899001025 -0.016741574468609421 0.089833857744499535 0.0045931453131130813 -0.0057008345404734482 0.026823718607099607 -0.0078510962330189376 0.0030244827935186598 0.0039223748277430583 -0.0026022760469702473 0.0031667568292353004 -0.0052721544433809607 -0.00060340012823306038 -0.0017888170640498315 0.0069640451842649855 -0.0034021625189591407 0.0047375459166185763 -0.001259842660024497 leaf_weight=63.81543055921793 784.18335663899779 191163.45560385287 453.99965608865023 12293.86273932457 3117.5510722268373 11601.793629735708 595.5327806994319 749.03675248473883 352.97164195775986 3837.3698671758175 582.76810834556818 3530.7225487455726 505.99371246248484 682.21435322985053 15.145648896694182 30.91692478209734 119.94125752151012 97.455218836665154 2046.5991833880544 19223.846788585186 1505.3461711853743 6144.0863664746284 3707.8548182696104 7781.2132758721709 4340.8178247362375 1859.6684870272875 2468.2098515704274 8858.7630419507623 997.68268616497517 40100.561367481947 leaf_count=3843 7185 804217 2194 51138 25274 52752 2889 4249 1644 15603 3373 16755 2592 3052 99 172 602 390 9377 80970 7292 26276 15684 33208 18131 7550 10577 37126 4194 162755 internal_value=-2.01537e-06 -7.92495e-06 0.000637384 -0.000988141 0.00551412 0.00103557 0.00132109 -0.00807771 -0.0141903 0.00514239 0.00804044 0.00656716 -0.00321105 -0.00973258 -0.00721032 0.0326208 -0.0259256 0.00130145 0.000700623 0.00197806 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18.500000000000004 79162.558593750015 2.5000000000000004 99995.847656250015 2.5000000000000004 36363.248046875007 45473.716796875007 6.5000000000000009 72035.476562500015 3.5000000000000004 64691.324218750007 89440.765625000015 55938.710937500007 10.500000000000002 1.0000000180025095e-35 10603.448730468752 5.5000000000000009 3038.2934570312505 1.0000000180025095e-35 14.500000000000002 4.5000000000000009 7188.3642578125009 87.470542907714858 3.5000000000000004 99995.847656250015 58.500000000000007 7.5000000000000009 89.500000000000014 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 12 7 16 15 9 10 11 -8 -4 -9 -10 -2 18 -18 19 -7 23 -20 -23 -21 -11 27 -27 -3 29 -29 right_child=1 25 3 -5 -6 6 8 13 14 24 -12 -13 -14 -15 -16 -17 17 -19 21 20 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.030500127510182756 0.004183301655684926 -0.00018828510615095153 0.00077577871921760027 -0.0031402285127920923 0.01078461671428349 0.0032972466445575473 -0.012950493549252802 -0.028426471030913066 0.00063371025352926117 0.021914671768631849 0.0093597170369246734 0.0085405676424855949 -0.016240920671337231 -0.0060140456695987211 0.02601960873575607 -0.0083850100066868421 -0.0076100609814898816 0.0029350290965589982 0.0038068240652258866 -0.036779288772435276 0.0030695463476345885 -0.0052675448268139548 -0.00083361968535346621 -0.0022798813814476028 -0.014204774317582842 -0.0017354464104741563 0.0067627299694339007 -0.0035033684737125013 -0.024826208635857362 0.0032059404962778101 leaf_weight=61.960390873253345 617.37910130992532 231463.86550720036 453.9361525028944 12296.193110063672 3104.498834412545 11588.79943241179 597.51225151866674 358.34830919653177 3837.2035371810198 536.27273926883936 3519.4089555889368 504.38561133295298 682.1483025662601 208.65691401064396 97.45291343331337 861.50920156389475 2048.0562431812286 19215.582626372576 1504.5202243551612 43.782842174172401 3710.481354907155 7268.0899244844913 4856.5755074322224 6096.2844584882259 41.231476657092571 1859.3585572838783 2465.4757756143808 7736.558596432209 122.85123644769192 1796.3477971255779 leaf_count=3843 5612 964765 2194 51138 25274 52752 2889 2014 15603 3186 16755 2592 3052 1471 390 4854 9377 80970 7292 192 15684 31036 20303 26084 187 7550 10577 35540 519 7468 internal_value=-1.93838e-06 -7.67422e-06 0.000618704 -0.000958989 0.00536583 0.00100516 0.00128223 -0.00786088 0.00499747 0.00782427 0.00638571 -0.00311312 -0.00944169 -0.0201787 0.00126246 -0.00313822 0.000679858 0.00191935 -7.17043e-05 0.00159014 -0.000418212 -0.00268586 -0.00349152 -0.00252589 0.0193359 -0.000222167 0.00310914 -0.000281919 -0.00252647 -0.00223909 internal_weight=329555 329493 84048.3 16536.8 4240.58 67511.5 65465.6 2045.89 9133.47 5198.81 4621.31 1101.9 1136.08 567.005 3934.66 1478.89 56332.2 21263.6 35068.5 21439.3 9850.55 13629.2 12124.7 6140.07 577.504 245444 4324.83 241120 9655.76 9532.91 internal_count=1411163 1407320 380901 81658 30520 299243 285292 13951 41602 25609 22236 5481 5246 3485 15993 10466 243690 90347 153343 94712 41960 58631 51339 26276 3373 1026419 18127 1008292 43527 43008 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=0 0 2 0 2 0 2 1 2 0 2 0 2 2 2 2 2 1 2 0 2 0 1 0 2 2 0 2 2 0 split_gain=62.1386 46.3103 53.6024 238.894 356.933 173.747 153.578 124.962 106.493 101.453 91.6237 137.037 131.856 82.5312 80.6566 72.6651 67.9021 64.0564 54.879 215.12 159.368 78.0887 73.9098 76.9425 54.7151 53.7212 52.8919 52.5643 51.8132 86.648 threshold=1.0000000180025095e-35 18.500000000000004 79162.558593750015 2.5000000000000004 99995.847656250015 2.5000000000000004 36363.248046875007 1.0000000180025095e-35 33967.421875000007 6.5000000000000009 72035.476562500015 3.5000000000000004 64691.324218750007 89440.765625000015 28492.581054687504 30553.010742187504 55938.710937500007 10.500000000000002 10603.448730468752 5.5000000000000009 2680.677124023438 4.5000000000000009 1.0000000180025095e-35 14.500000000000002 87.470542907714858 14106.575683593752 3.5000000000000004 7700.5261230468759 54303.691406250007 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 13 7 18 -2 14 10 11 12 -8 -4 -9 -16 -10 -11 20 25 22 -22 -7 24 -24 -20 -12 -23 29 -13 right_child=1 -3 3 -5 -6 6 9 8 16 17 26 28 -14 -15 15 -17 -18 -19 19 -21 21 27 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030485103968836365 0.0017601618254513324 -0.00021551259502023846 0.00075260814415676529 -0.0030454670781731854 0.010504954218880865 0.0032724326428124279 -0.012521900002594311 -0.0091903384494802717 -0.031563642614481385 0.00061472569632484901 0.021486201955675507 0.0010286312504736762 0.0083106796278597534 -0.015756895945938241 0.083859031165942163 0.0047131943943679146 -0.0053626003437570119 0.025248385691063253 0.0049405674925987525 0.0028481962221612906 0.0039221760751345308 -0.0046133055452301196 -0.036081436301585758 0.0030731263164572569 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58.3071 87.8208 58.2933 73.526 53.4185 59.2066 47.9027 81.0882 46.0745 44.0747 42.228 threshold=1.0000000180025095e-35 -49.499999999999993 17.500000000000004 358.41200256347662 7.5000000000000009 24.500000000000004 23.500000000000004 8.5000000000000018 282.07974243164068 1.0000000180025095e-35 89440.765625000015 2.5000000000000004 99995.847656250015 2.5000000000000004 13264.737792968752 3038.2934570312505 1.0000000180025095e-35 58108.183593750007 50009.173828125007 4.5000000000000009 7188.3642578125009 1.0000000180025095e-35 14.500000000000002 99995.847656250015 6.5000000000000009 2817.958129882813 5699.5627441406259 -4.4999999999999991 3.5000000000000004 36363.248046875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 8 -4 6 -6 10 9 -3 13 12 -12 16 15 21 -5 18 25 -17 -21 -15 -23 -13 28 -18 -27 -22 -25 -16 right_child=1 2 4 7 5 -7 -8 -9 -10 -11 11 23 -14 14 29 19 17 -19 -20 20 27 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.030470537612707238 0.018851385189797214 0.017689838590096898 -0.00011764934912592233 0.00060659290356259311 0.004364941935956281 0.0020985041979153748 -0.0040989028288013415 0.0089278661056762208 0.01178299649920036 -0.014623011774020353 -0.015328065662982409 0.0050873307518601993 0.010103627095631966 0.002796233083499695 0.0019478418833327538 0.0034570778981772312 -0.038879722314963228 0.0027119905142978296 -0.034249064129592915 -0.0050050193991249383 0.0091283579987564145 -0.0024199807216922255 0.0038487589262025034 -0.0017328843185391988 -0.0059053825052965631 0.020019533300751666 -0.0094822134364007261 -0.00091984466092224571 0.021292086866061474 0.004505519749379544 leaf_weight=58.407908130437136 114.61604778468609 92.159878388047218 240772.22465191036 888.61181107535958 758.69648684561253 1969.398646377027 7266.9479071199894 558.43284372985363 691.14292207360268 155.94427275657654 681.26982756331563 664.93776212632656 3059.9882633723319 9819.8862553685904 15671.116791628301 1659.6705592572689 42.378030717372894 429.24529884755611 278.98954284191132 6755.3826220780611 433.48071979731321 5882.5121270269156 2359.2957771122456 5088.7867032811046 5311.4636068940163 94.361048653721809 752.77066444605589 7815.6685580611229 75.939392626285553 9232.3261560052633 leaf_count=3843 1214 451 1003459 7907 3209 8276 33568 2318 3098 690 3047 2724 24792 45137 66904 8059 187 1893 1218 28875 2146 25165 9917 21875 21444 401 4513 32388 305 42140 internal_value=-1.78694e-06 -7.19054e-06 -1.37552e-05 0.000587798 -0.000202055 -0.00223531 -0.00329878 0.000498295 0.00797836 -0.0026202 0.000437159 -0.000988444 0.00547261 0.000778721 0.00105853 -0.000259229 -0.00593178 -0.0095682 -0.0140793 -0.0018786 -0.00246879 0.00123485 -0.000625494 -0.0031581 -0.00368145 -0.00775316 -0.00619605 -0.000391826 -0.00139434 0.00289604 internal_weight=329436 329378 329263 78495.8 250767 9995.04 8025.64 77556.5 939.247 248.104 76998.1 14882.4 3741.26 62115.7 59629.3 34725.9 2486.36 1597.74 1168.5 16664.2 15004.5 18061.7 8241.81 11141.1 10476.2 889.51 847.132 8249.15 5164.73 24903.4 internal_count=1411163 1407320 1406106 357594 1048512 45053 36777 353355 4239 1141 351037 74187 27839 276850 260731 151687 16119 8212 6319 71468 63409 80219 35082 46348 43624 5101 4914 34534 22180 109044 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 1 3 2 0 2 2 2 0 0 2 1 2 2 0 0 2 0 2 1 2 2 0 2 2 0 split_gain=58.4629 43.2721 39.2052 54.4042 45.0389 48.2094 51.6965 49.9761 159.726 41.9342 113.335 100.912 236.64 204.34 313.997 107.63 73.2839 71.8047 200.963 77.5798 86.5876 130.116 124.538 64.7324 62.2646 86.3982 52.1266 73.6569 50.7213 50.3151 threshold=1.0000000180025095e-35 -52.499999999999993 17.500000000000004 358.41200256347662 7.5000000000000009 24.500000000000004 3.0835000276565556 7188.3642578125009 46.500000000000007 10603.448730468752 2385.3286132812505 79162.558593750015 2.5000000000000004 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 89440.765625000015 36363.248046875007 5.5000000000000009 6.5000000000000009 72035.476562500015 3.5000000000000004 64691.324218750007 10.500000000000002 50009.173828125007 55938.710937500007 4.5000000000000009 3152.5231933593755 14106.575683593752 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 -4 6 7 -6 -9 10 -5 12 15 14 16 -11 -13 18 28 20 21 22 -19 -21 -17 -26 27 -12 -14 -22 right_child=1 2 4 9 5 -7 -8 8 -10 11 26 13 17 -15 -16 24 -18 19 -20 23 29 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.030456415366126168 0.020379852934759926 0.0077582367915753903 -0.00011401163721905689 0.0013286523025593877 -0.002804812985577233 0.0020352747892246545 0.0022205219063345313 -0.015203716400151215 0.0050532113780799859 0.0013698830596841985 -0.019805547854326706 0.00070682864436321226 0.0047334799766905284 -0.0028711301389644298 0.0098478907083257069 -0.0097449668337021862 -0.014858570652007904 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78243 13839 3158 16708 2583 342 1063 602 52070 10790 8053 187 internal_value=-1.72843e-06 -6.97316e-06 -1.27738e-05 0.000572488 -0.000195895 -0.00216997 -0.00320304 -0.004273 -0.00884775 0.000485643 -0.000373826 0.00105206 0.00206329 -0.00086992 0.0048345 -0.0100285 -0.00863839 0.00263853 0.00167598 0.00493554 0.00727447 0.00591176 -0.00308648 0.00147693 -0.0161403 -0.0258209 -0.00231932 0.00196229 -0.00723995 0.0183807 internal_weight=329379 329322 329229 78461.9 250767 9987.39 8017.73 6696.62 1627.01 77525 30796 46728.9 30619.1 16109.8 4183.85 1390.48 1134.64 29228.6 20597.4 8631.23 5149.09 4586.35 1099.55 3482.14 905.143 360.083 14372.2 2172.3 2048.91 562.735 internal_count=1411163 1407320 1406255 357694 1048561 45053 36777 31158 6812 353455 136587 216868 137247 79621 30046 9939 5240 127308 87607 39701 25520 22175 5467 14181 5279 1665 63479 11409 9364 3345 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 1 1 0 2 2 3 2 2 0 0 1 0 0 2 2 2 2 0 2 2 1 1 2 2 split_gain=56.85 50.1232 40.2186 33.9088 28.6823 52.6906 26.8622 43.194 97.0078 101.233 37.6562 38.2054 32.448 31.1184 57.9621 91.9224 49.924 48.3932 89.0302 68.3982 58.8927 33.9266 30.6297 55.6759 30.5552 30.4869 26.4502 25.573 24.1412 47.7875 threshold=1.0000000180025095e-35 -1.4999999999999998 7.5000000000000009 90.500000000000014 94494.871093750015 55.500000000000007 33.500000000000007 10.500000000000002 23.500000000000004 4805.4782714843759 302.06753540039068 2.1755000352859502 488.16123962402349 5975.3146972656259 47.500000000000007 28.500000000000004 29.500000000000004 26.500000000000004 41.500000000000007 2554.751831054688 3600.6882324218755 4805.4782714843759 50009.173828125007 74.500000000000014 7700.5261230468759 32790.857421875007 17.500000000000004 -10.499999999999998 862.00259399414074 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 27 6 28 -6 7 -3 9 12 11 -10 -9 17 15 25 24 21 19 -19 -20 -12 23 -8 -17 -15 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609.4614030867815 618.19409222900867 175.58705423772335 11.784258738160132 164.40999567508698 201.27567127346992 662.44910487532616 77.152552962303162 57.275465622544289 293.00295358896255 1048.7194159477949 562.4613126963377 566.21578791737556 16.932604104280472 83.63115531206131 164.34896294772625 621.45324967801571 42.901595905423164 37.968764692544937 2889.8260937929153 11092.339804649353 24618.135488577187 leaf_count=3855 4534 1120345 70479 223 5676 1286 3406 81 3564 2480 824 66 775 810 2705 354 231 1470 4692 2305 2757 68 347 673 2642 174 153 18103 49561 106795 internal_value=3.92564e-06 -1.1777e-06 0.000804727 -0.00017115 0.000605714 -0.0032737 -0.000167487 -0.00018631 -0.00275134 0.00696149 -0.00430585 -0.0112162 -0.0128661 -0.00332197 -0.00649235 -0.010917 -0.0163713 -0.00129744 -0.000168455 0.00765652 -0.00431351 -0.0157845 0.00455578 0.00309119 -0.0185789 0.00369525 -0.0118623 0.00397565 0.000729003 0.0011684 internal_weight=329377 329322 57359.2 271962 53971.8 1662.41 271930 270851 5782.42 797.778 4984.64 621.246 179.584 4363.4 1700.48 1038.03 755.881 2662.92 2470.4 855.464 1614.94 192.52 1079.38 995.745 698.606 282.146 80.8704 3387.37 52309.4 35710.5 internal_count=1411434 1407579 256434 1151145 233797 6962 1150922 1146496 26151 3336 22815 3630 856 19185 7069 4364 3227 12116 11224 3775 7449 892 4426 4079 2996 1137 327 22637 226835 156356 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 3 0 2 2 2 2 2 2 2 2 2 2 3 2 0 2 2 2 0 2 2 0 2 2 split_gain=55.1456 47.1783 37.963 32.418 27.0024 49.661 25.4421 104.203 60.993 175.682 85.5832 62.7479 56.4666 54.2077 90.5607 51.5364 51.3467 41.8635 66.6187 168.311 106.975 97.1557 157.763 263.22 90.729 154.295 88.3183 98.2045 65.159 64.8339 threshold=1.0000000180025095e-35 -1.4999999999999998 7.5000000000000009 90.500000000000014 94494.871093750015 55.500000000000007 1.1980000138282778 49.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 844.91958618164074 145.14741516113284 3673.103149414063 6704.7329101562509 417.75494384765631 1006.7319946289064 224.80538177490237 1.532000005245209 302.06753540039068 44.500000000000007 3673.091186523438 8796.4672851562518 5975.3146972656259 55.500000000000007 455.77806091308599 3267.230346679688 57.500000000000007 134.73744964599612 72035.476562500015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 6 -4 -6 7 8 10 11 12 15 -3 -11 -15 -10 -13 28 19 20 -19 24 23 -23 25 -21 -26 -28 -8 -24 right_child=1 3 4 -5 5 -7 17 -9 9 13 -12 16 -14 14 -16 -17 -18 18 -20 21 -22 22 29 -25 26 -27 27 -29 -30 -31 leaf_value=0.030429330309493623 0.0038652306590273413 0.0040620593631868207 0.0007072897306291654 -0.030353429892603607 -0.0054291807622345581 0.0087739591535213133 0.0025673829761050119 0.00048782945139689334 -0.013184630003941931 -0.00023258824319605654 0.007142732955738011 -0.021311135443146258 -0.0045918814521761966 -0.010734444077289485 -0.0012348220925209748 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27037 5104 2997 10205 6589 10329 3700 2008 4250 790745 3368 4121 17345 24543 7221 18736 41143 227 2586 50703 960 internal_value=3.80315e-06 -1.14984e-06 0.000780877 -0.000166036 0.000587687 -0.00317792 -0.000162482 -0.000860862 -0.00259774 -0.00364822 0.000388439 -0.0106814 -0.00211575 -0.00191161 -0.0047104 -0.00655868 -0.016025 -4.1905e-05 6.28919e-05 0.0013657 0.00975647 0.000771517 -0.00125656 -0.00480192 0.00229102 0.0038543 -0.000929149 0.00899956 -0.00159237 0.00203872 internal_weight=329343 329289 57339.3 271950 53959.5 1661.1 271918 40035.2 17499.3 12945.4 4553.91 2563.45 3322.2 10381.9 3892.84 1447.02 1116.43 231883 217202 30383.5 2009.27 28374.2 12153.3 5854.49 16220.9 10919.8 5301.13 699.868 14680.8 6298.79 internal_count=1411434 1407579 256434 1151145 233797 6962 1150922 173249 74765 55412 19353 11457 14249 43955 16918 6452 5005 977673 915245 124500 8371 116129 50069 24566 66060 44511 21549 2813 62428 25503 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=0 1 1 0 3 3 0 2 2 2 2 2 2 2 2 2 2 2 2 0 2 2 2 0 1 2 3 2 0 2 split_gain=53.493 44.4039 36.5886 31.5499 31.3516 24.0211 98.1303 57.4672 165.973 80.4839 59.562 53.1562 51.118 89.9986 48.9105 48.7337 40.5656 52.5251 67.4086 42.265 104.56 101.544 69.8033 43.2628 78.3636 39.4612 62.5559 158.124 100.296 91.4238 threshold=1.0000000180025095e-35 -1.4999999999999998 -51.499999999999993 98.500000000000014 8.545499801635744 1.1980000138282778 49.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 844.91958618164074 145.14741516113284 3827.336303710938 6704.7329101562509 1006.7319946289064 417.75494384765631 45473.716796875007 11087.062988281252 15804.419433593752 51.500000000000007 2871.6833496093755 3673.103149414063 2680.677124023438 53.500000000000007 1.0000000180025095e-35 224.80538177490237 1.532000005245209 302.06753540039068 44.500000000000007 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 -4 6 7 9 10 11 15 -3 -10 -14 -12 -9 17 19 -19 -8 22 23 -21 -22 -25 -7 27 28 -27 -29 right_child=1 3 4 -5 -6 25 16 8 12 -11 14 -13 13 -15 -16 -17 -18 18 -20 20 21 -23 -24 24 -26 26 -28 29 -30 -31 leaf_value=0.030416463956305952 0.019690371949437964 0.0039382742976232857 0.00049634687971170815 -0.023639777520973407 0.0028617102398490143 -0.0015449836463132633 0.0016362537605824176 -0.012828138962749929 -0.00024621359891536984 0.0069233932180458738 -0.020786825589553418 -0.0044576609352187544 -0.010814966397392314 -0.0011980355555973492 -0.0079639389805137104 -0.0016700288278032919 -0.016118517159058016 0.011947529082068316 -0.00037653684574707048 0.00055607931538895943 -0.0093598745456900355 0.0018707624973210392 0.013911838044995973 0.017109906390283827 -0.0076768261524615532 0.0028112434352874716 -0.00014306640204329968 0.0022223890049249766 0.016209201753444941 -0.0012192658108734268 leaf_weight=52.042569844052196 91.721006102859974 951.03072427213192 51641.600135818124 51.500366434454918 5589.0117157883942 14677.275790631771 9550.1043754220009 608.81242856383324 6551.4777343273163 1232.6045286953449 662.8614829480648 2369.7690488994122 1357.5216646194458 2468.0653136074543 449.09513022005558 836.05450987815857 131.84706707298756 802.40772983431816 795.37668673694134 6351.7090847343206 2522.9151622503996 1473.5773911774158 372.86853095889091 166.54426984488964 369.43185123801231 1014.4566568881273 186798.39740305021 16220.115208238363 997.1423916220665 12149.900955483317 leaf_count=3855 1058 4044 223093 382 32283 62428 42179 2752 27322 5104 2997 10205 6304 10329 2008 3700 533 3246 3215 26316 12834 6115 1501 675 1870 4250 790586 66060 4121 50069 internal_value=3.67988e-06 -1.12721e-06 0.000757685 -0.000161082 0.000727343 -0.000156634 -0.000835334 -0.00252168 -0.00354209 0.000376773 -0.0103885 -0.00205318 -0.00185519 -0.00461063 -0.0156079 -0.00637164 0.000473177 0.000570815 0.00581261 0.000168297 -0.00107707 -0.00459881 0.00129664 -0.00771543 2.51742e-05 -3.94748e-05 6.22693e-05 0.00132476 0.00945256 0.000748447 internal_weight=329307 329255 57322.3 271933 57230.6 271881 40024.1 17487.3 12933.9 4553.4 2556.82 3320.8 10377.1 3825.59 1111.96 1444.87 22536.8 22404.9 1597.78 20807.2 11257 4532.47 6724.58 3058.89 535.976 231857 217180 30381.6 2011.6 28370 internal_count=1411434 1407579 256434 1151145 255376 1150763 173249 74765 55412 19353 11457 14249 43955 16633 5005 6452 98484 97951 6461 91490 49311 21494 27817 15379 2545 977514 915086 124500 8371 116129 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=0 1 1 1 0 2 0 1 1 0 2 2 3 2 2 0 0 1 0 0 2 2 2 2 2 0 2 1 0 2 split_gain=51.8906 41.7914 34.9721 30.8214 29.6807 26.1657 47.2882 24.8748 40.6774 91.3805 95.3363 35.773 35.5951 30.5116 29.1286 54.6224 86.7689 47.1809 45.8404 83.5374 64.2635 54.7673 32.1055 29.1404 29.0606 52.1253 28.6929 24.9899 23.8812 73.0207 threshold=1.0000000180025095e-35 -1.4999999999999998 -51.499999999999993 90.500000000000014 7.5000000000000009 94494.871093750015 55.500000000000007 33.500000000000007 10.500000000000002 23.500000000000004 4805.4782714843759 302.06753540039068 2.1755000352859502 488.16123962402349 5975.3146972656259 47.500000000000007 28.500000000000004 29.500000000000004 26.500000000000004 41.500000000000007 2554.751831054688 3600.6882324218755 4805.4782714843759 7700.5261230468759 50009.173828125007 74.500000000000014 32790.857421875007 17.500000000000004 88.500000000000014 99995.847656250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 7 -4 -6 -7 8 -3 10 13 12 -11 -10 18 16 26 23 22 20 -20 -21 -13 -18 25 -9 -16 -28 -17 -30 right_child=1 3 4 -5 5 6 -8 24 9 11 -12 14 -14 -15 15 28 17 -19 19 21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.030403986626119903 0.019376893423801816 -0.00011671229436882695 0.0034573330967190359 -0.02988239767486222 0.00065365347775191249 -0.0053795363974150183 0.0085096415855796578 0.006017641516738022 0.027858125464707298 -0.011952274715572959 0.012345310686591972 -0.019239956830632992 0.0401302285956135 -0.016330821148415262 0.0096502518631675065 0.003052348886134613 -0.035602592788419644 0.010260217082330466 -0.0039917832624289853 -0.00013009277907592579 0.013340746867709117 -0.011730364721522519 0.024004459024237774 -0.015919512043732566 0.021391114562422403 -0.012477675204195611 -0.027248704138157855 0.0061899300934657592 -0.034400292267151134 0.013467015810328484 leaf_weight=50.524894019588828 90.428448058664799 265030.52131111175 3323.1171017251909 31.388283923268318 52240.311566904187 1392.1784255206585 262.16402705013752 831.44795712828636 15.387363672256468 604.93696017563343 618.35018065571785 174.2909137159586 12.045140221714972 163.40246906876564 201.40386857092381 547.17865228652954 76.005123630166054 57.257451400160789 292.52490711212158 1048.4773524850607 563.16904939711094 562.96928749978542 16.954227820038795 619.07677905261517 83.512681320309639 164.22952075302601 42.754718750715256 37.985168918967247 61.227274298667908 53.959597170352936 leaf_count=3855 1058 1120345 21905 223 226541 5644 1286 3406 81 3564 2480 824 66 775 810 2232 354 231 1470 4692 2305 2757 68 2642 347 673 174 153 252 221 internal_value=3.56131e-06 -1.10422e-06 0.000735149 -0.000156278 0.000705687 0.000536022 -0.00317852 -0.000152846 -0.000170961 -0.00266302 0.00676655 -0.00417475 -0.0109355 -0.0125277 -0.003217 -0.00628788 -0.0105948 -0.0159156 -0.00125686 -0.000160037 0.0074155 -0.00418272 -0.0154063 -0.0180718 0.00439272 0.00296698 0.0035929 -0.011517 0.000438759 -0.0119767 internal_weight=329269 329219 57308.2 271910 57217.8 53894.7 1654.34 271879 270800 5769.36 797.14 4972.22 616.982 178.79 4355.23 1696.85 1034.48 752.339 2658.39 2467.14 855.694 1611.45 191.245 695.082 1079.19 995.677 282.144 80.7399 662.366 115.187 internal_count=1411434 1407579 256434 1151145 255376 233471 6930 1150922 1146496 26151 3336 22815 3630 856 19185 7069 4364 3227 12116 11224 3775 7449 892 2996 4426 4079 1137 327 2705 473 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=0 1 0 0 1 2 2 0 2 0 1 1 0 2 2 2 2 1 0 2 2 0 1 2 3 0 2 0 2 0 split_gain=50.3368 39.3339 34.4135 29.8677 25.6709 24.8525 57.9272 22.5655 189.108 38.4543 33.1515 42.3042 91.5023 89.7933 28.6839 28.3011 75.5311 31.007 39.0669 28.1495 33.4025 71.8179 35.5371 42.3839 31.1162 30.0704 46.0119 63.7193 43.8966 37.2605 threshold=1.0000000180025095e-35 -1.4999999999999998 1.5000000000000002 98.500000000000014 -51.499999999999993 14763.748535156252 13578.460937500002 79.500000000000014 64691.324218750007 97.500000000000014 29.500000000000004 10.500000000000002 23.500000000000004 4805.4782714843759 488.16123962402349 269.37811279296881 530.58538818359386 15.500000000000002 88.500000000000014 302.06753540039068 7353.4816894531259 48.500000000000007 22.500000000000004 11087.062988281252 2.1755000352859502 41.500000000000007 3673.103149414063 26.500000000000004 3600.6882324218755 39.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 7 -4 6 -2 10 15 -10 11 -3 13 14 -13 -9 -17 -18 -19 24 25 22 -22 -24 -14 26 27 -21 -27 -28 right_child=1 3 4 -5 -6 -7 -8 8 9 -11 -12 12 19 -15 -16 16 17 18 -20 20 21 -23 23 -25 -26 28 29 -29 -30 -31 leaf_value=0.030391888000817133 0.01008211541163531 -5.7626609765965456e-05 0.017688662158425073 -0.023156298078784221 0.00065825647825960062 0.024146122844299053 -0.14093877201016608 -0.018996549990547968 0.0067365220444655051 -0.01315624939783666 0.0049787016018132419 0.026656764916134994 -0.011487365506875397 0.01197282371575497 -0.015937782935583924 0.013504201692075108 -0.0034002397791112254 -0.0052787699525227005 -0.029780846752727335 -0.019193704547684425 -0.015787168263364133 0.0037619518260755321 -0.027924201034338895 0.0074368672167084643 0.038320225447595016 -0.00037678243851690702 0.010537658702766919 0.0024909311622018236 -0.010832987824489927 -0.030596938137136927 leaf_weight=49.050880303606391 12.737779095768927 253992.13386207819 79.770002640783787 50.784349694848061 57108.048740588129 88.148367224261165 2.7857918106019488 104.02525687217712 2335.0560736954212 90.860518142580986 1156.2166139185429 15.595150828361509 586.8628251105547 618.45829792320728 162.42415195703506 235.57432270050049 8471.9773728996515 164.33057671785355 90.996212214231491 167.56409613788128 649.7911498695612 343.89768841862679 39.396053373813629 135.19681690633297 11.509934350848196 939.40609861910343 479.61777800321579 448.08899566531181 587.22909340262413 20.673025518655777 leaf_count=3855 325 1074233 664 382 252313 3065 67 443 9731 393 4753 81 3492 2480 775 1003 35303 688 384 802 2775 1389 174 549 62 4208 1933 2126 2892 94 internal_value=3.44842e-06 -1.07962e-06 0.000713317 -0.00015161 0.000682012 0.0179821 -0.0170194 -0.000147312 -0.00144823 0.00599146 -8.98859e-05 -0.000112496 -0.00278961 0.00656858 -0.0122063 -0.00343877 -0.00325821 -0.00371067 -0.0140111 -0.00448006 -0.00353022 -0.00775438 -0.0125585 -0.00054219 -0.0105293 -0.00166273 0.0020803 -0.00341104 -0.00439882 0.00883789 internal_weight=329238 329189 57291.5 271898 57187.8 103.672 15.5236 271847 11492.8 2425.92 260354 259198 5205.71 796.478 178.019 9066.9 8962.88 8727.3 255.327 4409.23 3810.86 1168.28 824.384 174.593 598.373 2642.58 1115.94 615.653 1526.64 500.291 internal_count=1411434 1407579 256434 1151145 252977 3457 392 1150763 47945 10124 1102818 1098065 23832 3336 856 37821 37378 36375 1072 20496 16942 4887 3498 723 3554 12055 4955 2928 7100 2027 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 3 0 1 0 1 1 0 2 2 0 2 0 0 1 1 0 1 2 0 2 0 1 2 2 0 split_gain=49.003 32.4287 50.8119 67.0453 37.3513 61.7397 45.4272 43.4949 42.733 41.7148 39.6163 36.1101 45.8673 33.8347 40.6301 33.173 42.4404 33.7033 32.4046 30.4641 29.8412 39.2876 36.7339 66.9686 168.528 52.7626 40.0922 38.9341 101.3 95.386 threshold=1.0000000180025095e-35 112.33882141113283 51.500000000000007 67.829120635986342 558.56738281250011 4.4095001220703134 68.500000000000014 -2.4999999999999996 1.5000000000000002 13.500000000000002 1.0000000180025095e-35 13.500000000000002 282.07974243164068 302.06753540039068 53.500000000000007 67.829120635986342 25.500000000000004 5.5000000000000009 93.500000000000014 4.5000000000000009 48.500000000000007 1.5000000000000002 173.86003112792972 60.500000000000007 276.59585571289068 66.500000000000014 2.5000000000000004 317.43702697753912 215.8664245605469 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 -4 5 6 9 8 -6 20 -7 -12 -13 -11 -15 16 17 -2 -9 -14 21 -3 -22 27 -25 26 -26 28 29 -24 right_child=1 4 3 -5 7 10 -8 18 -10 13 11 12 19 14 -16 -17 -18 -19 -20 -21 22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.03038012101873842 0.019008235731238003 -0.00052998623784723819 0.0087215169958556743 -0.0067008970829831481 0.023602986326318902 0.0084044105051137366 -0.0038024868789210773 3.2544725754969236e-05 0.0012644902828404152 -0.0138764026048676 -0.0074115878396172931 -0.0088989527179056099 0.0077036453275666451 -0.0022579626091692138 0.050599729728352381 0.0083800975344201795 0.0025986120840207107 -0.037869080225712608 -0.035730730333115746 0.048340101440339477 -0.0014756644306521574 -0.0029242721019686266 0.0064582877111401494 -0.0075299667495702036 0.0059667864544501901 -0.001485527603927081 0.022638749933237202 -0.0014140471765813317 0.0096866590249293349 -0.0022590904991102289 leaf_weight=47.862233431078494 12.113439947366713 36949.006915792823 363.41220231354237 840.26895475387573 77.305457174777985 1090.4860149547458 4203.7606905996799 230851.11738215759 25542.216122277081 376.86826947331429 363.19069440662861 171.90949161350727 461.97647275030613 170.18639297783375 14.178406760096548 1415.2650742083788 761.14384533464909 41.497551172971725 22.804306983947754 17.222432419657707 5753.409519046545 7403.9911155700684 2022.4132591187954 2172.0350289642811 1295.0046003907919 945.06704461574554 144.27920788526535 1430.9141605049372 1996.1057351529598 2559.1979426294565 leaf_count=3875 66 152267 1548 3591 2656 5032 17649 980038 117608 2238 1556 749 1959 934 75 6049 3243 186 188 84 24372 33970 8457 9173 5363 3959 681 6025 8301 10838 internal_value=2.69069e-05 2.24975e-05 0.00292271 -0.0020446 -8.04672e-06 -0.000624726 -0.000782647 0.000159149 0.0013319 -0.000581885 0.00443499 0.000167409 0.004395 -0.00872441 0.00180701 0.00560388 0.00078146 -0.0250176 2.90122e-05 0.00916412 -0.000508968 -0.000929672 0.000509652 0.00141871 -0.00148494 0.0040218 0.00763805 0.0030707 0.00404631 0.00158893 internal_weight=329516 329468 3433.7 1203.68 326035 69541.2 67436.4 256493 25619.5 63232.7 2104.79 1014.3 651.108 561.233 184.365 2230.02 814.755 53.611 230874 479.199 62671.4 44353 18318.4 12565 4556.39 2384.35 1439.28 8008.63 6577.72 4581.61 internal_count=1412730 1408855 14683 5139 1394172 293682 284302 1100490 120264 266653 9380 4348 2792 3247 1009 9544 3495 252 980226 2043 263406 186237 77169 52797 19176 10003 6044 33621 27596 19295 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 2 3 0 1 0 2 1 2 0 0 2 0 0 0 1 2 0 2 2 2 0 0 1 1 split_gain=47.539 31.5083 31.1328 30.5766 47.7805 63.0877 34.4449 57.8301 42.8201 39.5092 37.8414 44.6822 35.2411 32.2103 37.3863 31.9931 31.2536 40.1362 31.9126 27.9569 37.1431 34.5618 63.0065 158.979 36.6227 95.2151 89.7246 52.198 52.778 48.9703 threshold=1.0000000180025095e-35 -42.499999999999993 93.500000000000014 112.33882141113283 51.500000000000007 67.829120635986342 558.56738281250011 4.4095001220703134 68.500000000000014 13.500000000000002 12.500000000000002 282.07974243164068 -2.4999999999999996 302.06753540039068 52.500000000000007 1.5000000000000002 67.829120635986342 25.500000000000004 5.5000000000000009 48.500000000000007 1.5000000000000002 173.86003112792972 60.500000000000007 286.97653198242193 317.43702697753912 215.8664245605469 54.500000000000007 54.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 16 -6 7 8 9 19 -9 -12 15 -11 -15 -8 17 18 -3 20 -5 -21 24 -24 25 26 29 -27 -29 -23 right_child=1 2 -4 6 5 -7 12 10 -10 13 11 -13 -14 14 -16 -17 -18 -19 -20 21 -22 22 23 -25 -26 27 -28 28 -30 -31 leaf_value=0.03036874799928559 0.012563411200353378 0.018559222128362831 -0.03540744345118655 -0.00051037312936868346 0.008455833140996679 -0.0065031256556597524 0.022224004762683044 -0.0024100312154772493 -0.0036897587256480126 -0.013568077460348023 -0.0026737750977406617 0.0094876344407602946 3.1568475947645424e-05 -0.0023353867562474042 0.046387562083685024 0.0011543171355821189 0.0081277876737720859 0.0025134153110235287 -0.03696357196278225 -0.0014315991946470051 -0.0028393753668117579 0.0011010267572273355 -0.0063205409665880764 0.0049950068777459651 -0.0013717965605929299 0.0014152127036674643 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0.00429693 0.00671391 0.000148337 -0.00850676 0.00174991 0.00120819 0.00543372 0.000751313 -0.024421 -0.000491587 -0.000898886 0.000494317 0.00137601 -0.00144067 0.00297817 0.00392418 0.00154125 0.00939037 0.0123396 0.00626259 internal_weight=329488 329441 329261 329239 3433.23 1203.44 325805 69520.6 67419.6 63217.4 2100.93 1544.38 256285 558.429 184.514 25433.8 2229.8 814.375 53.2781 62659 44340.8 18318.2 12565.6 4555.97 8009.63 6578.89 4581.59 1997.3 1458.09 2023.03 internal_count=1412730 1408855 1407061 1406873 14682 5139 1392191 293642 284269 266620 9373 6822 1098549 3247 1009 118511 9543 3494 252 263373 186204 77169 52797 19176 33621 27596 19295 8301 6058 8457 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 0 0 1 2 2 2 2 2 2 3 2 2 3 0 2 2 2 0 0 2 2 2 0 0 1 split_gain=46.1192 30.472 74.051 106.936 33.652 45.1316 31.4217 26.0172 24.3066 67.9457 25.4627 27.7081 24.7852 23.5105 23.1302 54.9654 47.2099 33.7699 27.5362 74.1846 71.0394 60.4683 44.9238 33.7731 51.2672 46.4677 34.1066 31.7913 29.0952 27.4849 threshold=1.0000000180025095e-35 1.0000000180025095e-35 74.000000000000014 99995.847656250015 112.33882141113283 46.500000000000007 95.500000000000014 -4.4999999999999991 45473.716796875007 50009.173828125007 13836.183105468752 13578.460937500002 89440.765625000015 4417.2790527343759 1.0619999766349795 3673.091186523438 3673.103149414063 1.0205000042915346 18.500000000000004 2680.677124023438 7882.7980957031259 79162.558593750015 12.500000000000002 7.5000000000000009 1637.6347656250002 1986.3098144531252 440.65109252929693 5.5000000000000009 11.500000000000002 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 7 5 -2 -3 -4 10 -10 11 13 -11 -9 15 29 17 -17 19 23 22 -22 -21 -16 26 28 -25 -23 -26 -6 right_child=1 6 3 -5 14 -7 -8 8 9 12 -12 -13 -14 -15 18 16 -18 -19 -20 20 21 27 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.030357718700320883 0.010103715378135177 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1627.8330605626106 108521.07195961475 3811.7552502676845 15908.878982014954 2739.9768955260515 1787.7975612282753 752.83445251733065 223.48175093531609 677.59425057470798 8009.8734793737531 3861.4302877038717 164.10441191494465 3097.735694244504 leaf_count=3875 3144 717565 459 11407 4904 3459 2257 404 267 464 1080 201 84 531 6729 5562 5752 7403 448949 17954 74959 15201 7568 3500 1025 2968 36048 15713 722 12576 internal_value=2.5313e-05 2.11595e-05 0.000321785 0.0119496 0.000285498 0.00466868 -0.000255771 -0.00730817 -0.0112444 -0.0300955 -0.00364322 -0.0177228 -0.0031968 -0.00713119 0.000241615 0.00179958 0.0043407 0.00675313 0.000155907 0.00083687 1.584e-05 0.00076803 -0.00300798 0.00290877 0.00230541 -0.00390927 0.00306086 -0.00164574 -0.0121941 -0.000595144 internal_weight=329463 329418 157951 491.391 157460 1560.8 171466 169.824 152.669 43.87 108.798 56.0487 28.8795 44.7624 155899 8129.25 3944.06 2560.7 147770 39248.9 28109.8 22510.3 5599.55 11139 9827.89 1065.18 8762.71 6601.41 387.586 4185.19 internal_count=1412730 1408855 689033 14897 674136 6603 719822 3490 3031 815 2216 1136 548 935 667533 36197 18717 12965 631336 182387 131395 105873 25522 50992 44263 4715 39548 30914 1747 17480 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 2 0 2 3 0 2 3 3 0 2 2 2 0 1 1 2 2 0 1 2 2 2 2 1 split_gain=44.7421 29.727 29.6357 27.5544 43.7523 59.3664 32.8058 47.2615 44.7184 104.179 191.458 120.216 87.8889 72.957 201.594 172.544 218.959 167.268 102.514 143.384 84.1314 82.0852 120.417 77.1703 74.0711 72.5641 71.2576 69.927 61.9959 96.0669 threshold=1.0000000180025095e-35 93.500000000000014 -42.499999999999993 112.33882141113283 51.500000000000007 67.829120635986342 922.17691040039074 17.500000000000004 3673.091186523438 1.9854999780654909 44.500000000000007 1338.8272094726565 2.6375000476837163 1.8989999890327456 49.500000000000007 4505.7285156250009 8226.4770507812518 11087.062988281252 51.500000000000007 1.5000000000000002 -4.4999999999999991 3673.103149414063 4905.5217285156259 44.500000000000007 11.500000000000002 3827.336303710938 2385.3286132812505 4605.4538574218759 1768.4891357421877 -4.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 -4 -6 7 -5 9 10 28 -12 -11 14 15 23 20 18 19 27 -17 -20 -23 -10 -22 -25 -14 -16 -8 -30 right_child=1 -3 3 6 5 -7 8 -9 13 12 11 -13 26 -15 17 16 -18 -19 21 -21 24 22 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.030347022068217787 0.012251315836791546 -0.035038455540666716 0.0051803720683880547 0.0017679728368118043 0.0082043125747355665 -0.0063058584715001056 0.0079994071234766196 -0.00070812673364972919 0.002595093979760041 -0.0043808296989601156 -0.0056444582289023257 0.00099422494709300617 0.0012657676511706939 0.00031406153603642318 0.0067181852615095525 -0.025779324199967917 -0.0025410955568700403 0.0048810201576318293 -0.0049881766528107087 -0.010099010470968632 -0.0083246924484742593 0.0058346804978934037 -0.0033753003010098671 -0.0013074937515162686 -0.028564416863159438 -0.013743415763337413 -0.0027121980440212141 -0.0030515921808708254 0.012987937675323909 0.002568756391452673 leaf_weight=43.789779446087778 178.27058991231024 21.7653663828969 2227.7708034813404 7576.0152891129255 363.72993974387646 839.41507703065872 3663.0755537301302 82339.086823448539 5800.7623149454594 4614.4102234989405 2773.6736406832933 21363.936729088426 15109.64510075748 123191.24655395746 3486.1160163134336 290.41737650334835 12618.67825050652 7010.2901168763638 5327.4538084119558 664.95538951456547 4214.7103936374187 2116.5355789363384 3223.5851979255676 3096.3170491307974 169.27111266553402 488.9758480489254 5538.2650843448937 813.15042227506638 870.27121137082577 9386.8641407638788 leaf_count=3875 1794 188 9543 33446 1548 3591 15277 347344 24061 19207 11904 87816 66320 533979 16746 1244 51302 28776 25460 3268 17866 8675 13243 13427 829 2256 23891 3385 4286 38183 internal_value=2.45836e-05 2.05524e-05 2.28692e-05 1.62468e-05 0.00269071 -0.0019192 -1.19219e-05 -0.000499497 0.000173974 0.000855844 0.00184726 0.000231368 -0.000637729 -7.63039e-05 -0.00105133 -0.00281825 -0.00459567 0.00103062 -0.000696143 0.00286522 -0.0101421 -0.00235344 0.000275039 0.000456519 -0.00910617 -0.00300355 0.000198782 0.00487036 0.00464921 0.00345278 internal_weight=329422 329379 329357 329179 3430.92 1203.15 325748 89915.1 235833 63320.1 38057.8 24137.6 25262.3 172512 49321.2 26679.1 17293.1 22642.1 15631.8 4964.22 4674.4 10667.6 5340.12 9386.06 4383.98 3585.29 20647.9 4299.27 13920.2 10257.1 internal_count=1412730 1408855 1408667 1406873 14682 5139 1392191 380790 1011401 266884 157466 99720 109418 744517 210538 110985 71241 99553 70777 23399 19939 47378 21918 39744 18695 15683 90211 20131 57746 42469 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 2 0 1 1 0 2 0 2 0 2 0 1 0 0 2 0 0 2 2 1 2 2 2 2 split_gain=43.4066 28.5924 28.1324 26.622 64.3791 100.621 30.6429 41.4988 25.7827 37.5824 93.5259 69.9635 30.7098 24.0117 40.4462 31.6309 67.3364 44.326 34.179 29.4 34.2154 66.769 54.822 41.8472 26.9244 23.8958 22.3066 21.9139 57.7218 23.7592 threshold=1.0000000180025095e-35 93.500000000000014 -42.499999999999993 1.0000000180025095e-35 74.000000000000014 99995.847656250015 112.33882141113283 46.500000000000007 29.500000000000004 10.500000000000002 23.500000000000004 5699.5627441406259 95.500000000000014 210.22515869140628 37.500000000000007 7188.3642578125009 47.500000000000007 22.500000000000004 35.500000000000007 44.500000000000007 3673.103149414063 39.500000000000007 26.500000000000004 2602.8994140625005 3600.6882324218755 -4.4999999999999991 417.75494384765631 45473.716796875007 50009.173828125007 13836.183105468752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 6 25 7 -4 9 12 11 -11 -5 14 -12 19 17 -17 -19 20 22 -22 26 -24 -21 -6 -15 29 -29 -27 right_child=1 -3 3 8 5 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10.691604882478712 613.54663529992104 433.91354768723249 12.360967963933943 336.16167998313904 654.0699674487114 562.6092756986618 115.45084311068058 59.867387875914574 986.15556566417217 466.75758042931557 49.561830341815948 480.57335361838341 240.31541438400745 538.22959934175014 56.828484401106834 155.81499607861042 16.088725671172142 28.963182102888823 52.205632194876671 leaf_count=3875 1794 188 3143 686947 443 10965 666198 3459 5689 917 62 2460 1937 67 2084 2804 2292 465 260 4557 1880 233 2544 1014 2679 1136 743 267 548 1080 internal_value=2.38507e-05 1.9938e-05 2.21864e-05 1.57607e-05 0.000297041 0.0113199 0.000263713 0.00445048 -0.000243044 -0.000276193 -0.00272166 0.00672059 -0.000194848 -0.00435023 -0.0119447 -0.00374072 -0.00746415 -0.0128986 0.000497294 -0.00197163 0.00115825 0.0073007 -0.00240895 0.00118921 -0.00485718 -0.00715394 -0.0178325 -0.0107993 -0.0283997 -0.00352691 internal_weight=329374 329331 329310 329133 157718 475.431 157242 1557.72 171415 170035 5473.85 805.229 164561 4668.62 346.853 4321.77 1392 829.388 175.318 2929.77 1405.38 516.319 889.065 720.889 1524.39 170.3 168.176 154.086 45.0519 109.034 internal_count=1412730 1408855 1408667 1406873 687239 14439 672800 6602 719634 713945 25061 3377 688884 21684 2146 19538 5821 3529 725 13717 6481 2113 4368 3558 7236 3474 810 3031 815 2216 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 0 2 2 0 2 0 2 2 0 2 0 2 1 2 0 2 2 0 2 2 2 2 0 2 split_gain=42.2976 32.0286 30.3725 94.4961 133.434 57.0176 42.8398 52.0038 42.6118 101.725 49.9736 37.198 109.825 50.4474 228.801 116.398 189.066 94.0832 109.45 75.1275 140.897 129.354 65.7329 98.2244 151.143 67.7981 52.5732 46.8191 48.3687 45.4689 threshold=1.0000000180025095e-35 82.500000000000014 6.5000000000000009 31791.298828125004 13578.460937500002 13836.183105468752 2.5000000000000004 19525.543945312504 28492.581054687504 1.5000000000000002 22009.412109375004 1.5000000000000002 99995.847656250015 84255.890625000015 2.5000000000000004 99995.847656250015 2.5000000000000004 55938.710937500007 1.0000000180025095e-35 72035.476562500015 3.5000000000000004 64691.324218750007 54303.691406250007 4.5000000000000009 47554.107421875007 39196.445312500007 42366.021484375007 79162.558593750015 3.5000000000000004 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -6 8 -8 10 -10 -7 12 -5 14 17 -15 -17 18 -13 20 21 -16 23 24 25 -22 -27 28 -21 -24 right_child=1 -3 -4 11 5 6 7 -9 9 -11 -12 13 -14 15 19 16 -18 -19 -20 27 22 -23 29 -25 -26 26 -28 -29 -30 -31 leaf_value=0.03032669472743196 0.00094960277630535465 -0.02316394875466583 -8.6347228716371273e-05 -0.011171141417493655 -0.028575808390692202 0.0098225361668883102 -0.015395222102544985 -0.0049701613316950532 0.098768630392180062 -0.018941445474283222 -0.010603823695724723 0.0025811094676937902 0.018770674904162479 -0.0085209648847041301 -0.012596802450426478 0.0083612800248763115 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13376 22264 1432 1319 3151 554 2541 2495 12667 3219 882 1363 269 191 1101 internal_value=-3.98832e-06 -7.80103e-06 -4.01898e-06 0.00100491 -0.00164879 -0.00733724 -0.00638883 -0.00829988 0.00188416 0.0388535 -0.00038269 0.00229573 0.0100777 0.00203817 0.00390003 0.000529904 0.00182571 -0.0122421 -0.0210127 0.00566303 0.0046308 -0.00451306 0.00697524 0.00548925 -0.00147657 -0.0124438 -0.0072018 0.0157045 0.01837 0.0154311 internal_weight=329186 329144 329091 24827.9 8124.77 2547.58 2438.68 1981.05 457.622 26.4389 431.183 16703.1 535.105 16168 7235.8 8932.18 7813.52 712.459 432.519 6523.34 5915.27 1207.14 4708.13 4004.41 1252.17 594.235 468.787 608.072 551.524 703.717 internal_count=1412034 1408150 1407809 131033 41249 13629 12544 9003 3541 193 3348 89784 13832 75952 35393 40559 35640 3525 2093 31868 28257 5976 22281 18685 6018 2799 2245 3611 3342 3596 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 0 2 2 0 2 0 2 1 2 0 2 2 0 2 2 2 2 0 2 2 0 0 2 2 1 split_gain=41.0335 30.4357 28.6209 89.0707 125.842 35.4761 104.603 47.6777 216.016 109.505 178.448 89.3453 104.218 71.7362 132.916 121.474 62.6108 92.73 142.104 63.4739 49.1973 44.8683 79.809 55.6529 44.5922 46.117 44.4468 45.9444 43.5279 40.8374 threshold=1.0000000180025095e-35 82.500000000000014 6.5000000000000009 31791.298828125004 11617.274414062502 1.5000000000000002 99995.847656250015 84255.890625000015 2.5000000000000004 99995.847656250015 2.5000000000000004 55938.710937500007 1.0000000180025095e-35 72035.476562500015 3.5000000000000004 64691.324218750007 54303.691406250007 4.5000000000000009 47554.107421875007 39196.445312500007 42366.021484375007 42366.021484375007 5.5000000000000009 47554.107421875007 79162.558593750015 3.5000000000000004 2.5000000000000004 89440.765625000015 58108.183593750007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 6 -5 8 11 26 -11 12 -7 14 15 -10 17 18 19 -16 -21 22 -19 -23 25 -15 27 -9 -18 -24 right_child=1 -3 -4 5 -6 7 -8 9 13 10 -12 -13 -14 24 16 -17 28 21 -20 20 -22 23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030316934523638751 0.0010921871185394869 -0.022689254565071183 -8.3756772989584832e-05 -0.010844885598075622 -0.0067785440617144426 0.0025075093150862407 0.018437504697278579 -0.00090123645960460224 -0.01218520196830202 0.008134684966002231 -0.001460846037532625 0.0012699035687977294 -0.029990251721985699 0.020525884884258886 -0.030954566713546964 0.0072152126488600294 0.020183666466224201 -6.7501396810774699e-05 0.0082007549996909318 0.0052906435850801833 -0.014656387418575448 0.016773843972523749 0.0099462946500594243 -0.025747839410314183 -0.009951197651078247 -0.012003503819996587 0.0072414657754081282 -0.014958357265839974 0.0041194228681206146 0.030232257487898411 leaf_weight=40.16498675942421 5345.8233761824667 53.235901340842247 304262.90225218236 155.23102095723152 2778.4874631818384 125.38855323940516 375.08442735671997 304.31436714529991 721.5319506675005 2630.7464430555701 5176.470949202776 279.84579154849052 304.47450238466263 503.74591224640608 125.91491145640612 486.20499747246504 476.46959787607193 968.60021021217108 655.97476757317781 181.05430691689253 288.77365098893642 666.36599130183458 983.10918249934912 28.903447434306145 56.732159569859505 42.53604431450367 144.8841715157032 669.92123699188232 222.78777355700731 98.23630365729332 leaf_count=3884 26318 341 1276776 2002 14931 774 11830 1338 3435 13376 22264 1432 1319 3151 554 2541 2495 4354 3219 882 1363 3193 4581 136 269 191 655 2926 1101 403 internal_value=-3.85196e-06 -7.5523e-06 -3.88283e-06 0.000976158 -0.00159958 0.00223122 0.00986612 0.00198041 0.00379365 0.000514462 0.0017725 -0.0119225 -0.0205108 0.0055078 0.00450111 -0.00437508 0.00678383 0.00533497 -0.00143214 -0.012039 -0.00696954 0.00842052 0.0061869 0.0150062 0.015364 0.017993 -0.00826186 -0.0105674 0.0150655 0.0117892 internal_weight=329154 329114 329061 24797.6 8124.31 16673.3 530.315 16143 7216.65 8926.34 7807.22 709.709 429.863 6506.94 5903.93 1207.74 4696.19 3996.93 1251.72 595.743 469.828 2745.22 2049.95 695.269 603.014 546.282 1119.12 974.236 699.257 1081.35 internal_count=1412034 1408150 1407809 131033 41249 89784 13832 75952 35393 40559 35640 3525 2093 31868 28257 5976 22281 18685 6018 2799 2245 12667 9338 3329 3611 3342 4919 4264 3596 4984 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=0 1 1 2 3 1 2 2 0 0 1 2 0 3 0 2 2 2 0 1 2 2 1 2 0 2 2 2 2 2 split_gain=39.8077 28.9213 28.1006 27.1506 46.4187 51.8057 66.7662 45.3488 103.693 181.89 95.2762 93.0725 143.358 84.5687 198.844 141.037 132.42 200.166 107.541 168.957 102.244 129.287 96.5849 65.4453 83.2419 76.5334 96.5936 56.3286 53.5683 58.4112 threshold=1.0000000180025095e-35 82.500000000000014 -49.499999999999993 558.56738281250011 4.4095001220703134 1.0000000180025095e-35 87.470542907714858 3673.091186523438 45.500000000000007 37.500000000000007 -6.4999999999999991 1637.6347656250002 49.500000000000007 1.8174999952316286 49.500000000000007 10603.448730468752 4246.3449707031259 8226.4770507812518 51.500000000000007 1.5000000000000002 3673.103149414063 5832.3920898437509 -4.4999999999999991 20123.864257812504 39.500000000000007 9879.8374023437518 13836.183105468752 68532.378906250015 1006.7319946289064 736.05068969726574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 -4 -6 -7 8 9 -5 -11 12 28 14 16 18 -9 22 19 -16 -20 -22 -18 24 25 -19 -27 -25 29 -10 right_child=1 -3 3 7 5 6 -8 13 11 10 -12 -13 -14 -15 15 -17 17 23 20 -21 21 -23 -24 27 -26 26 -28 -29 -30 -31 leaf_value=0.030307471791628203 0.015556187484645347 -0.022223680805385931 -0.00065368444980771112 0.00046045818054360422 0.008293295027139715 -0.034111781052353386 0.00075684865935829113 6.6709711200231182e-05 0.0019511963544594556 0.016065222085570638 0.003937152171955392 0.00049369311224833521 -0.0011924641606549842 0.00025955497381600277 0.0049805750814461295 0.0043819154585184195 -0.025735211748578738 -0.018572582993176084 -0.0055132790409351835 -0.011439271398946248 0.005684306566133536 -0.0043071697056773694 -0.0085856938018862416 0.0020673724157694007 -0.0017293866998416604 0.00086790900819362291 -0.011676033902209134 -0.010976084622791912 -0.005016985716009093 -0.017509994303145208 leaf_weight=38.989920522086322 104.42496243864298 52.728390332311392 70570.013328760862 37996.142244394869 1119.5651868656278 51.93362595140934 1022.3568499833345 7982.865564763546 163.34513169527054 609.64680695533752 13320.701900810003 21359.090887188911 8310.4112433642149 126392.36225958355 4272.5670505017042 6918.7965281903744 315.64249098300934 520.39128886163235 5190.9338016211987 649.77451080083847 2293.7319227010012 2369.7929253429174 4645.7797037661076 3279.6442941278219 5078.942399546504 1041.0357276201248 1177.284914702177 327.75860171020031 1020.9513639807701 923.84778073430061 leaf_count=3884 1220 341 297786 164097 5222 234 4378 33860 715 3098 54698 87819 35026 547566 20045 28407 1349 2105 24880 3222 9459 9709 19912 13260 20811 4220 4763 1336 4463 4149 internal_value=-3.71414e-06 -7.30543e-06 -3.74516e-06 -8.68502e-06 -0.000520085 0.00377742 -0.00092878 0.000136581 0.000709528 0.00153554 0.00446792 -0.000640229 -0.00296488 -0.000141506 -0.00124193 0.000847019 -0.00310169 -0.00464521 -0.000808091 0.00281307 -0.00261688 0.000607089 -0.00967674 -0.00246023 -0.0040026 -0.00821828 -0.00578929 0.00088228 -0.00995186 -0.0145861 internal_weight=329121 329082 329030 328925 72763.9 2193.86 1074.29 256161 83704.1 51926.5 13930.3 31777.6 10418.6 172457 46064.9 21695.6 24369.3 16386.5 14776.8 4922.34 9854.46 4663.52 4961.42 11425.1 7817.65 2738.71 2218.32 3607.4 2108.14 1087.19 internal_count=1412034 1408150 1407809 1406589 307620 9834 4612 1098969 354065 221893 57796 132172 44353 744904 197338 95722 101616 67756 67315 23267 44048 19168 21261 46495 31899 11088 8983 14596 9327 4864 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=0 1 1 0 2 2 0 0 1 2 0 3 0 2 2 2 0 1 2 2 1 0 2 0 2 1 2 2 2 2 split_gain=38.6189 27.4812 27.2799 32.1353 25.7578 47.1042 92.1591 170.208 95.2934 91.4933 134.47 79.0805 175.71 155.479 183.642 132.289 102.142 159.793 108.091 126.977 80.5115 62.9104 60.2912 59.7066 143.461 53.1018 52.3516 56.2411 51.3856 50.8392 threshold=1.0000000180025095e-35 82.500000000000014 -16.499999999999996 3.5000000000000004 558.56738281250011 3673.091186523438 45.500000000000007 37.500000000000007 -6.4999999999999991 1637.6347656250002 49.500000000000007 1.8989999890327456 49.500000000000007 4505.7285156250009 7882.7980957031259 10603.448730468752 51.500000000000007 1.5000000000000002 3673.103149414063 5832.3920898437509 -4.4999999999999991 45.500000000000007 3827.336303710938 39.500000000000007 10341.291015625002 11.500000000000002 1006.7319946289064 736.05068969726574 4605.4538574218759 14427.237304687502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 6 7 -6 -9 10 26 12 13 21 20 16 17 28 -18 -20 -15 -7 -23 24 -16 -22 27 -8 -14 -26 right_child=1 -3 4 -5 5 11 9 8 -10 -11 -12 -13 15 14 23 -17 18 -19 19 -21 25 22 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=0.030298290908345325 0.019193098328176717 -0.021766905978461711 -0.00052489889189428205 0.0024888661320366171 0.00043876379142026212 0.0019945640580810711 0.0019775385882565013 0.016571932289036001 0.0038196737630636565 0.00055425554051110357 -0.001164356076867283 0.00024090517944444872 0.006417040477934904 -0.025368734619121192 -0.016161637447640962 0.004097953197690225 -0.0055035415688324185 -0.011148456262320302 0.0052210330751735652 -0.0042974237888685892 -0.0081345192401975682 -0.0015307480817997698 -0.013570766912330574 -0.0010407677927902446 0.0018638953420549815 -0.026297470818751535 -0.0047801257096731923 -0.017145060908977265 -0.0021006031021349549 -0.0050888050542202837 leaf_weight=37.848884942941368 108.99045751802623 52.227501593530178 72518.533717431128 2115.5635266602039 37789.870518960059 6297.6857729107141 162.99258330464363 549.13392037153244 13318.516558259726 21227.157063066959 8286.7663096934557 121823.83115616813 3477.4402183890343 283.39106771349907 891.3803181797266 7264.0996432751417 5299.6786017119884 646.76880884170532 2614.7909312397242 2436.8475487530231 3838.0013936311007 2621.4736625850201 436.67130900919437 7622.7753499001265 1357.3584420531988 150.55286908149719 1016.8944091647863 918.20629918575287 780.5270352512598 3127.2938290685415 leaf_count=3884 1695 341 306411 11467 162957 26078 713 2786 54698 87114 34909 526608 16739 1198 3611 29764 25382 3222 10745 9975 16357 11455 2051 31154 5496 757 4446 4139 3249 12633 internal_value=-3.60364e-06 -7.08926e-06 -3.63479e-06 0.00330728 -2.61753e-05 0.000116079 0.000701201 0.00148194 0.00432464 -0.000574615 -0.00288208 -0.000168899 -0.00118471 -0.0028344 -0.00452167 0.000765781 -0.000820817 0.00274527 -0.00251053 0.000629448 -0.0099179 0.000280291 -0.00324994 -0.00274825 -0.00516931 -0.0088201 -0.00966652 -0.0142623 0.00485567 -0.00298445 internal_weight=329073 329035 328983 2224.55 326759 254240 83269.5 51657.5 13867.7 31612 10384.9 170971 49146.7 26626.6 17270.8 22520.2 15256.1 4904.74 10351.3 5051.64 4271.95 9355.83 3058.14 12998.8 5376.03 3988.55 2098.09 1081.2 4257.97 4484.65 internal_count=1412034 1408150 1407809 13162 1394647 1088236 351762 220441 57484 131321 44207 736474 209866 110790 71206 99076 69312 23210 46102 20720 18312 39584 13506 52894 21740 17114 9298 4852 19988 18129 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 2 1 2 0 0 2 0 2 2 2 0 1 2 1 0 2 2 3 2 3 3 2 0 split_gain=37.466 26.7909 27.6586 27.3485 103.371 123.441 56.0089 33.4517 39.3467 30.7856 186.373 56.5511 42.1414 42.1026 103.088 135.645 70.7536 105.483 72.7253 70.75 56.2769 47.6797 50.7061 41.3429 43.2612 64.5193 63.0938 63.1876 54.2032 108.003 threshold=1.0000000180025095e-35 2.5000000000000004 207.08887481689456 5.5000000000000009 39196.445312500007 13578.460937500002 13836.183105468752 33967.421875000007 1.0000000180025095e-35 99995.847656250015 55.500000000000007 80.500000000000014 55938.710937500007 17.500000000000004 13264.737792968752 3383.5720214843755 15423.644531250002 38.500000000000007 -14.499999999999998 4246.3449707031259 -9.4999999999999982 71.500000000000014 19525.543945312504 922.17691040039074 1.3535000085830691 1443.1333007812502 1.7404999732971194 2.5095000267028813 3093.6569824218755 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 -2 -7 -8 -9 11 -11 13 -13 14 15 -5 23 20 -19 -17 -18 -20 -23 -15 -25 26 -26 -28 29 -27 right_child=1 2 -4 9 -6 6 7 8 -10 10 -12 12 -14 16 -16 19 17 18 21 -21 -22 22 -24 24 25 28 27 -29 -30 -31 leaf_value=0.030289390839522565 0.0015438655468806705 -0.003718291501804344 -0.00054580342114655999 0.0015683010428197523 0.0027089884889469991 -0.028430771044220531 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1926.5015510320663 38699.772900238633 1696.0381412357092 9968.8088868260384 1759.1981962770224 1696.5693618953228 51480.79825271666 1168.281189724803 leaf_count=3884 19436 13393 141850 79795 73927 1073 10476 1279 1584 31941 9134 33417 3817 312325 74296 11754 2383 612 34574 41047 55545 901 7926 166162 7024 41397 7278 7079 211918 4807 internal_value=-3.49761e-06 -6.88069e-06 -0.000784184 8.74085e-05 0.00117197 -0.00192693 -0.00686975 -0.00599459 -0.0120006 1.00569e-05 -0.00162377 7.19793e-05 -0.00227916 0.000154019 0.000953894 -0.000100234 -3.17805e-05 -0.00152338 0.000730351 -0.00249887 -0.00319872 0.000464653 -0.00352676 0.000174552 0.000555034 0.00101201 0.00423915 0.00191331 0.000746503 -0.00115117 internal_weight=329023 328986 35589.9 293396 19532.3 6475.85 2671.43 2567.23 629.845 273864 10000.5 263864 8896.76 254967 48061.4 30503.2 206906 25143.2 10721 12513.8 14422.2 10598.4 2147.71 181762 106469 67769.7 5151.81 3455.77 62617.9 11137.1 internal_count=1412034 1408150 155243 1252907 107775 33848 14412 13339 2863 1145132 41075 1104057 37234 1066823 206892 132596 859931 101941 44013 52801 57928 43401 8827 757990 445665 279503 21381 14357 258122 46204 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 2 3 2 3 0 2 0 3 3 0 2 2 2 0 1 2 2 1 2 2 1 2 split_gain=36.3265 34.9765 29.3751 79.2352 42.6389 45.0184 49.4518 33.7512 30.8532 50.3324 46.0811 85.3611 170.54 105.094 121.684 89.9979 72.3327 158.073 148.687 135.733 184.125 90.8966 143.676 123.676 87.901 76.5378 68.3273 62.6479 61.2406 58.421 threshold=1.0000000180025095e-35 -43.499999999999993 134.73744964599612 50.500000000000007 67.829120635986342 59.500000000000007 78.500000000000014 53.500000000000007 922.17691040039074 8.545499801635744 3673.091186523438 2.0774999856948857 45.500000000000007 1126.780944824219 53.500000000000007 2.6375000476837163 1.8989999890327456 49.500000000000007 11087.062988281252 4505.7285156250009 8226.4770507812518 51.500000000000007 1.5000000000000002 3673.103149414063 4905.5217285156259 -4.4999999999999991 2385.3286132812505 4605.4538574218759 -6.4999999999999991 4605.4538574218759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 7 -6 -7 -5 9 -4 11 12 28 14 -14 -13 17 19 21 -12 25 22 27 -23 -25 -21 -17 -19 -10 -24 right_child=1 2 8 4 5 6 -8 -9 10 -11 16 15 13 -15 -16 26 -18 18 -20 20 -22 23 29 24 -26 -27 -28 -29 -30 -31 leaf_value=0.030280703757673597 0.013854365217330102 0.0055332608131865284 -0.0005956522214172398 -0.0020194606236484855 -0.011223585881310123 0.0014309293195097182 -0.043531365398502199 0.014533684899725459 0.012453277241048968 0.0067901457112627033 0.00024257775688911075 -0.0049176188895774416 -0.013030871108319301 0.00054616272032219121 0.0061869669513752897 0.0012430718411221148 0.00026540527226458818 0.0062526564436754788 0.0043862825789710326 -0.024013371934364446 -0.0023508594137773954 -0.0056954875488246645 -0.016680014522283626 0.0055225372212057361 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-0.00535538 -6.20706e-05 0.0053665 -4.87106e-05 -0.000525795 0.000130866 0.000823958 0.00169332 3.987e-06 -0.00771746 -0.000574892 -0.000123244 -0.00109536 0.000751523 -0.00266061 -0.00424027 -0.000879289 0.00248548 -0.00243945 0.000771389 -0.00932443 0.000195415 0.00448591 0.00402534 -0.0106084 internal_weight=328847 328811 328647 4532.55 1753 1304.37 685.775 448.63 324115 88635.3 235479 63173.1 38960.1 22593.4 1482.35 24213 172306 49212.6 22575.4 26637.2 17250.8 15583.5 4936.68 10646.8 5360.62 4673.93 20565.1 4282.43 16366.7 654.25 internal_count=1411557 1407675 1405918 19366 7479 5568 2914 1911 1386552 375459 1011093 266411 161327 93370 6507 105084 744682 210396 99462 110934 71172 70713 23366 47347 22002 20001 89878 20101 67957 3265 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 2 3 0 1 2 3 0 2 0 3 3 0 2 2 2 0 1 2 2 2 1 1 split_gain=35.2426 33.2472 27.6397 74.5467 40.1377 42.4151 47.1116 31.7316 29.031 47.3822 44.6711 46.2794 43.3667 80.34 160.56 99.0547 114.821 84.6907 68.0919 148.757 139.98 127.789 174.065 85.6067 135.665 116.562 82.7103 64.2891 59.342 66.3796 threshold=1.0000000180025095e-35 -43.499999999999993 134.73744964599612 50.500000000000007 67.829120635986342 59.500000000000007 78.500000000000014 53.500000000000007 922.17691040039074 8.545499801635744 68.500000000000014 9.5000000000000018 3673.091186523438 2.0774999856948857 45.500000000000007 1126.780944824219 53.500000000000007 2.6375000476837163 1.8989999890327456 49.500000000000007 11087.062988281252 4505.7285156250009 8998.0522460937518 51.500000000000007 1.5000000000000002 3673.103149414063 4905.5217285156259 2385.3286132812505 7.5000000000000009 -4.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 7 -6 -7 -5 9 10 11 -4 13 14 -10 16 -16 -15 19 21 23 -14 28 24 -21 -25 -27 -19 29 -23 right_child=1 2 8 4 5 6 -8 -9 12 -11 -12 -13 18 17 15 -17 -18 27 -20 20 -22 22 -24 25 -26 26 -28 -29 -30 -31 leaf_value=0.030272330071118594 0.013574825146465661 0.0053665232473473091 -0.00029436578398950845 -0.001959165817880634 -0.010898236602793867 0.0013878664857876377 -0.042762648998774813 0.014088889821894495 0.0039063710065795291 0.0065903421648625948 -0.0029141218679724721 -0.0062634238086126176 0.00023530105572048532 -0.0047707035401819845 -0.01267305698043839 0.00052978676984714098 0.0059990974038542158 0.0012058502311230197 0.00025744898148394801 0.004355938986724847 0.0042569620876854288 -0.020443596544889298 -0.0020321818311985255 -0.0055319953015161268 -0.010346404462430649 0.0053571511807325575 -0.0022648085324236044 -0.0025789404651809932 -0.020686368822045626 -0.0067971478005486568 leaf_weight=34.596646103076637 162.10713205672801 2779.9265184476972 79812.341163977981 248.41685827076435 617.95590427517891 663.06740319728851 22.489764958620071 200.30007372796535 16359.484191864729 837.85617107152939 6795.4327854812145 1186.3887003958225 9386.3665514737368 3647.3603288680315 1069.7447339445353 21110.669716432691 409.99708087742329 15042.513870131224 123090.93263874203 4277.9942737817764 6988.1953871101141 343.3161738216877 11672.170398652554 5279.2706328332424 650.78175143897533 2119.0490350574255 3241.3315516114235 5521.9622763581574 336.63620494306087 4892.0201079696417 leaf_count=3882 1757 11887 336150 1059 2654 2814 100 852 67957 3882 28617 6810 39762 15206 4782 86863 1725 66052 534286 20101 28749 1441 47448 25345 3265 8687 13315 23826 1680 20603 internal_value=-4.8334e-06 -8.01952e-06 -1.47202e-05 0.00231187 -0.00253436 -0.00519834 -6.04952e-05 0.00520443 -4.72577e-05 -0.00051004 -0.000577801 -0.000381795 0.000126958 0.000799389 0.00164296 3.84366e-06 -0.0074995 -0.000557672 -0.000119573 -0.00106307 0.000729546 -0.00258146 -0.00411468 -0.000853805 0.00241468 -0.00236792 0.000748281 0.00018956 -0.0084771 -0.00769204 internal_weight=328801 328766 328604 4532.16 1752.23 1303.51 685.557 448.717 324072 88632 87794.2 80998.7 235440 63161.7 38949.9 22590.4 1479.74 24211.8 172278 49187.1 22556.6 26630.5 17244.1 15568.4 4928.78 10639.7 5360.38 20564.5 5571.97 5235.34 internal_count=1411557 1407675 1405918 19366 7479 5568 2914 1911 1386552 375459 371577 342960 1011093 266411 161327 93370 6507 105084 744682 210396 99462 110934 71172 70713 23366 47347 22002 89878 23724 22044 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 2 3 0 1 2 3 0 2 0 3 3 0 2 2 2 0 1 2 2 1 2 2 split_gain=34.1913 31.5983 26.0074 70.1369 37.7843 39.9632 44.9089 29.8367 27.3176 44.6052 42.0469 43.7144 40.8098 75.6073 151.126 93.3628 108.344 79.697 64.0997 140.002 131.781 120.324 165.023 80.6157 127.999 109.853 77.8269 73.4432 60.4897 59.0981 threshold=1.0000000180025095e-35 -43.499999999999993 134.73744964599612 50.500000000000007 67.829120635986342 59.500000000000007 78.500000000000014 53.500000000000007 922.17691040039074 8.545499801635744 68.500000000000014 9.5000000000000018 3673.091186523438 2.0774999856948857 45.500000000000007 1126.780944824219 53.500000000000007 2.6375000476837163 1.8989999890327456 49.500000000000007 11087.062988281252 4505.7285156250009 10120.596191406252 51.500000000000007 1.5000000000000002 3673.103149414063 4905.5217285156259 7.5000000000000009 2385.3286132812505 4605.4538574218759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 7 -6 -7 -5 9 10 11 -4 13 14 -10 16 -16 -15 19 21 23 -14 27 24 29 -25 -27 -23 -19 -21 right_child=1 2 8 4 5 6 -8 -9 12 -11 -12 -13 18 17 15 -17 -18 28 -20 20 -22 22 -24 25 -26 26 -28 -29 -30 -31 leaf_value=0.030264210650521244 0.013298794781745706 0.0052048947800243045 -0.00028553865402014035 -0.0019006661357965453 -0.01058253390835317 0.0013461041631781185 -0.042032675553996215 0.013659129790275958 0.0037902609897429327 0.0063963965341447323 -0.0028275187542056621 -0.0060965566896834583 0.00022824277249498519 -0.0046282077357085198 -0.012324998240857957 0.00051390148762155575 0.0058170925714853324 0.0011697417441587975 0.00024973108881372851 0.0059478965673758696 0.0041314263881146035 -0.0068584094542700185 -0.0016366027607074194 -0.0053730454456338657 -0.010079585398985772 0.0051967809868732843 -0.0021969511994524246 -0.02001624506068447 -0.0025014935079977767 -0.0030081120490311778 leaf_weight=33.583032574504614 160.53182221017778 2780.2593175768852 79811.329699411988 248.38144764304161 617.30922295153141 663.12857504189014 22.198343381285667 200.40247198939323 16354.889485269785 837.37053851783276 6793.4902780652046 1182.3573160618544 9386.3383860886097 3646.8749754279852 1066.9979356527328 21110.328895404935 410.13807973265648 15041.666796412319 123088.21425806545 3454.0781734138727 6984.57552690804 6348.6582305431366 10481.361626982689 5272.4871691763401 648.0111246407032 2118.9105838984251 3241.2054129838943 406.21935430169106 5522.1332196705043 820.66249504685402 leaf_count=3882 1757 11887 336150 1059 2654 2814 100 852 67957 3882 28617 6810 39762 15206 4782 86863 1725 66052 534286 16684 28749 26603 42564 25345 3265 8687 13315 2005 23826 3417 internal_value=-4.69445e-06 -7.78681e-06 -1.42883e-05 0.00224267 -0.00245965 -0.00504601 -5.89728e-05 0.00504749 -4.58529e-05 -0.000494785 -0.000560518 -0.000370369 0.000123161 0.00077551 0.00159397 3.70528e-06 -0.00728771 -0.000540968 -0.000116013 -0.00103173 0.000708159 -0.0025048 -0.00399313 -0.000828936 0.00234506 -0.00229846 0.000725869 -0.00764968 0.000183881 0.00422853 internal_weight=328754 328721 328560 4531.68 1751.42 1302.64 685.327 448.784 324028 88624.5 87787.2 80993.7 235404 63153 38942.4 22587.5 1477.14 24210.7 172251 49162.5 22539.9 26622.6 17236.2 15555.4 4922.75 10632.6 5360.12 6754.88 20563.8 4274.74 internal_count=1411557 1407675 1405918 19366 7479 5568 2914 1911 1386552 375459 371577 342960 1011093 266411 161327 93370 6507 105084 744682 210396 99462 110934 71172 70713 23366 47347 22002 28608 89878 20101 is_linear=0 shrinkage=0.03 Tree=148 num_leaves=31 num_cat=0 split_feature=0 1 3 0 1 2 0 0 2 2 0 2 1 2 1 2 0 2 0 0 2 3 0 0 2 1 0 1 3 0 split_gain=33.1716 30.2873 71.7705 61.2726 41.4582 43.3775 90.6535 35.754 45.7831 39.8472 27.9469 35.3451 35.2981 30.6954 25.4243 22.6935 66.1706 33.3202 37.8756 42.749 27.47 48.6007 39.1335 38.8302 42.8797 32.7924 33.5193 31.102 27.6703 27.0379 threshold=1.0000000180025095e-35 -8.4999999999999982 1.532000005245209 11.500000000000002 -31.499999999999996 8226.4770507812518 36.500000000000007 19.500000000000004 15066.298339843752 61082.773437500007 50.500000000000007 3093.6569824218755 -36.499999999999993 25057.239257812504 93.500000000000014 134.73744964599612 50.500000000000007 67.829120635986342 59.500000000000007 78.500000000000014 558.56738281250011 4.4095001220703134 68.500000000000014 12.500000000000002 282.07974243164068 9.5000000000000018 48.500000000000007 2.5000000000000004 1.1510000228881838 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 10 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2214.9797823578119 186.39961738884449 196.58760589361191 753.41584894061089 342.35668516159058 95.705108806490898 17.974404886364937 314.04537035524845 761.35048604011536 38.339928701519966 21.27838334441185 38934.557069465518 243.94960805773735 607.20227415859699 659.75591938197613 21.898672446608543 250097.32043658383 544.05241987109184 4075.3536365330219 338.15084987878799 1180.5693727433681 222.70775103569031 17290.210221797228 3775.6063157916069 795.4505201280117 194.49573449790478 leaf_count=3882 4097 11704 7432 1255 10831 937 915 3215 1473 387 100 1463 3698 161 193 160645 1038 2608 2798 100 1069154 2496 17120 1475 5251 1358 72380 17963 4605 823 internal_value=-4.56049e-06 -7.56186e-06 0.00195518 4.68062e-05 -0.00159848 -0.00232258 -0.00612959 -0.00884866 -0.00272465 -0.0126621 0.0068417 0.00978127 0.00244338 0.00184452 -4.98166e-05 -4.76478e-05 0.00207477 -0.00252499 -0.00495521 -0.0001014 -7.75586e-05 -0.000616271 -0.000759937 0.00391732 0.00638087 -0.000569839 -0.000479243 -0.000930399 -0.00590867 0.00461891 internal_weight=328706 328673 6926.69 4981.3 4002.58 3789.44 1574.46 1377.88 528.756 849.121 1945.39 1166.06 779.325 352.385 321746 321725 4471 1727.3 1288.86 681.655 317254 67156.7 65093.9 2062.77 1518.72 61018.5 60000.4 42710.2 1018.16 438.445 internal_count=1411557 1407675 35964 26445 19013 17758 6927 6012 2410 3602 9519 5721 3798 1624 1371711 1371518 19071 7367 5506 2898 1352447 283293 274071 9222 6726 256951 250988 178608 5963 1861 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 0 0 0 2 3 0 1 2 3 0 2 2 1 1 3 0 2 2 2 1 1 0 1 2 split_gain=32.1826 29.039 24.7184 22.9882 62.0648 33.561 35.5101 40.8766 26.4418 24.8738 41.9996 37.9545 39.3049 37.562 70.9967 146.992 99.4333 62.9094 87.2402 61.6761 61.3931 131.661 123.903 113.361 157.648 76.4215 66.7522 59.4963 68.2771 57.616 threshold=1.0000000180025095e-35 -43.499999999999993 98.500000000000014 134.73744964599612 50.500000000000007 67.829120635986342 59.500000000000007 78.500000000000014 53.500000000000007 922.17691040039074 8.545499801635744 68.500000000000014 9.5000000000000018 3673.091186523438 1.9854999780654909 44.500000000000007 1209.7733154296877 1768.4891357421877 -6.4999999999999991 2.5000000000000004 1.8989999890327456 49.500000000000007 11087.062988281252 4505.7285156250009 8226.4770507812518 1.0000000180025095e-35 -4.4999999999999991 22.500000000000004 2.5000000000000004 15804.419433593752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 8 -7 -8 -6 10 11 12 -5 14 15 17 -17 -11 -19 -20 21 23 25 -15 26 -23 -25 28 -16 -24 right_child=1 2 -4 9 5 6 7 -9 -10 13 -12 -13 -14 20 27 16 -18 18 19 -21 -22 22 29 24 -26 -27 -28 -29 -30 -31 leaf_value=0.03024869572391034 0.012849264343299279 0.0048971746101847896 -0.021343033526351605 -0.00027136999388586525 -0.0017861562790693008 -0.0099823225928159232 0.0012675826071022547 -0.040676318789067578 0.012859205693509804 0.0074018953787775297 0.0062202974015060017 -0.0026866348352904135 -0.0057984148733322624 0.00021927212589676023 0.0011671522923402669 -0.0058152251945021646 0.00077137399378639704 0.014431980958596864 0.0011120254859071006 0.0076379411962560449 0.00024976283355638337 0.0016009725319436228 0.0080056739013517567 -0.022234454605141389 -0.0021316277134654756 -0.0026450929042009788 -0.0076475959251774564 -0.0022737506111900076 -0.0080815897672703359 0.0021474592578555936 leaf_weight=31.643287596292794 158.03859830461442 2780.7351261824369 48.891725860536098 79802.466550126672 248.29948458075523 615.92639349400997 663.2432165145874 21.591999694705009 200.57992592453957 3654.7757582962513 836.90651257708669 6790.1363386958838 1175.03680986166 9386.274039760232 14329.285465188324 2278.3065316677094 21804.840883284807 550.71725228428841 8139.0010943412781 1551.9250708669424 123032.90541330725 6724.5657423585653 2211.7364910691977 301.92030271887779 12569.556324586272 8816.7333429008722 4355.4334091097116 10075.793106511235 756.29181845486164 4768.8392743170261 leaf_count=3882 1757 11887 379 336150 1059 2654 2814 100 852 15265 3882 28617 6810 39762 63495 9875 89708 2879 33403 6251 533907 30144 9035 1259 51171 40569 18742 42176 3359 19714 internal_value=-4.41843e-06 -7.33128e-06 -1.35166e-05 -1.03415e-05 0.00211188 -0.00231484 -0.00475563 -5.48563e-05 0.00475806 -4.00237e-05 -0.000468443 -0.000532223 -0.000351571 0.000121296 0.000747184 0.00156598 0.000148271 0.00402294 0.00281715 0.0021571 -0.000108243 -0.00100468 0.000683429 -0.00243327 -0.00387854 -0.000807863 -0.00859321 -0.000488742 0.000703481 0.00400359 internal_weight=328682 328651 328493 328444 4530.38 1749.64 1300.76 684.835 448.879 323913 88604.5 87767.6 80977.5 235309 63140.9 37979.6 24083.1 13896.4 10241.6 9690.93 172168 49135.1 22521.9 26613.2 17226.9 15541.3 4657.35 25161.4 15085.6 6980.58 internal_count=1411557 1407675 1405918 1405539 19366 7479 5568 2914 1911 1386173 375459 371577 342960 1010714 266411 157381 99583 57798 42533 39654 744303 210396 99462 110934 71172 70713 20001 109030 66854 28749 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=0 1 2 1 1 2 0 2 2 0 1 2 1 1 0 0 0 2 2 2 2 0 2 2 0 2 2 2 3 3 split_gain=31.4674 24.818 35.3833 24.5777 20.2709 40.4809 20.0731 22.6124 43.6065 19.1287 18.3073 26.3277 37.4538 26.8453 29.4536 28.8701 37.0777 106.445 52.3776 36.2402 35.9896 33.6137 70.6535 32.611 29.7171 27.4355 24.612 22.3297 122.347 70.7815 threshold=1.0000000180025095e-35 -31.499999999999996 3383.5720214843755 80.000000000000014 75.500000000000014 14106.575683593752 94.500000000000014 4076.2145996093755 94494.871093750015 98.500000000000014 1.5000000000000002 1637.6347656250002 47.500000000000007 14.500000000000002 59.500000000000007 64.500000000000014 53.500000000000007 207.08887481689456 530.58538818359386 308.54922485351568 87.470542907714858 59.500000000000007 263.64595031738287 282.07974243164068 67.500000000000014 409.80384826660162 67.829120635986342 3673.091186523438 5.4584999084472665 1.1054999828338625 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 6 -6 10 9 -9 -8 -3 12 13 15 -15 16 -12 26 21 20 -17 23 -23 -19 -21 -25 -18 28 -13 -29 right_child=1 3 -4 -5 5 -7 7 8 -10 -11 11 27 -14 14 -16 19 17 18 -20 24 -22 22 -24 25 -26 -27 -28 29 -30 -31 leaf_value=0.030241322869273907 -0.010325133570616192 0.000110979167625927 0.011003887016940989 -0.020940561560282681 -0.01633425461844339 0.052651872702921779 0.0081897920799210763 -0.014512374927368281 -0.000341075945886268 -0.023256191573168959 -0.0013872122037198638 0.002035378296519545 0.04068623056294416 -0.0097580491976259343 0.0062983095597984257 0.024784630900752072 0.023670429767133131 0.019089110586982372 -0.00089501727440558768 0.0076983631149389565 -0.014584493231100677 -0.0030494495629846191 0.017135813527839223 -0.017079721848847203 -0.0041285293702715666 0.022687577560203964 -0.0067762009575426827 -0.0059380527127076629 -0.011149206429591739 -7.8785838720754752e-05 leaf_weight=30.965130146592855 86.272691361606121 264341.19519591704 371.11994172260165 50.494474604725838 13.080221995711328 18.458630859851837 171.2597438544035 346.13103592395782 448.82457525283098 19.380117371678352 13992.761404514313 9645.8900031298399 19.0315942466259 609.64906051754951 123.68229673802853 22.07686559855938 24.583681717514992 453.45613439381123 524.30582696199417 220.54416973888874 391.42527103424072 352.43526148796082 280.09965038299561 44.462827831506729 1437.4986764192581 24.063902333378792 853.25170941650867 1973.4965341985226 677.95598712563515 31050.78993229568 leaf_count=3913 536 1130902 3060 317 53 76 759 1517 1948 95 63821 39108 85 3472 629 97 106 1946 2306 980 1802 1630 1251 203 6518 108 3986 9637 2952 127551 internal_value=4.40802e-07 -2.40901e-06 0.00698084 -1.21432e-05 -8.92214e-06 0.024041 -1.12343e-05 -0.00428613 -0.00651139 0.00499305 1.64798e-06 -0.000459131 -0.00137853 -0.00141989 -0.00705001 -0.00119816 -0.000780237 0.00254178 0.00696818 -0.00453695 -0.0124826 0.0105391 0.00588901 0.0161741 -0.00255538 -0.003115 -0.00592355 -4.8231e-05 0.00116956 -0.000428929 internal_weight=328619 328588 457.393 328130 328080 31.5389 328048 985.595 794.956 190.64 327063 62721.5 19373.3 19354.3 733.331 18621 16549.4 2556.66 1678.82 2071.54 413.502 1154.52 632.535 521.983 1658.04 68.5267 877.835 43348.1 10323.8 33024.3 internal_count=1411364 1407451 3596 1403855 1403538 129 1403409 4319 3465 854 1399090 268188 88940 88855 4101 84754 75357 11536 7444 9397 1899 5138 2881 2257 7498 311 4092 179248 42060 137188 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 0 2 2 3 2 2 2 0 2 2 2 2 0 2 2 1 0 2 2 0 2 2 0 1 2 split_gain=30.5299 23.6555 23.328 19.0765 38.1008 18.9429 21.2909 41.1401 19.0382 78.1653 113.6 46.5233 38.3324 43.5756 43.4709 46.881 37.6602 88.1829 42.6035 32.8384 48.0367 31.133 76.7803 35.3511 204.421 90.2664 85.5791 155.439 72.3873 49.8359 threshold=1.0000000180025095e-35 -46.499999999999993 80.000000000000014 75.500000000000014 14106.575683593752 94.500000000000014 4076.2145996093755 94494.871093750015 14.476500034332277 31791.298828125004 13578.460937500002 13836.183105468752 2.5000000000000004 18421.471679687504 18984.831054687504 14763.748535156252 28492.581054687504 1.5000000000000002 29455.711914062504 16543.466796875004 1.0000000180025095e-35 1.5000000000000002 94494.871093750015 84255.890625000015 2.5000000000000004 79162.558593750015 99995.847656250015 2.5000000000000004 1.0000000180025095e-35 72035.476562500015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 -5 8 -7 -8 -3 10 -10 -12 13 19 15 -14 -15 18 -18 20 -13 22 -11 24 25 28 -25 -28 -23 -26 right_child=1 2 -4 4 -6 6 7 -9 9 21 11 12 14 16 -16 -17 17 -19 -20 -21 -22 23 -24 26 29 -27 27 -29 -30 -31 leaf_value=0.030234134257515612 0.01325977353403375 -5.9848873806794906e-05 -0.020478694041641217 -0.015858350524240034 0.051091404600165938 0.0048444783883237457 -0.014102382816852227 -0.00033083777356664781 0.00077209031260476208 -0.0083822031657366704 -0.026601172422514609 0.027585699074539328 0.003638079611674022 -0.0089227496133713977 -0.0049166666676035819 -0.018456213564783646 0.15057646225435584 -0.021962599673744754 0.039308967050100875 0.041648241233779838 -0.0080959684053843843 -0.0014363568148324838 0.016881036239963381 -0.0071515907186178763 0.0041386895313444139 0.011667444063939041 0.0075985599529550295 -0.0013285860114441242 -0.023917583824846766 0.013220919448181934 leaf_weight=30.057008921168745 121.00086023285985 302228.03251516819 50.090492703020573 13.068744391202928 18.451779186725616 190.57787434756756 345.51752361655235 448.83187002688646 5703.0108118839562 155.17461391165853 102.74557000398636 60.746772643178701 104.8985753133893 254.08146538585424 1424.1147435382009 491.00516098737717 5.3284638375043869 14.702772587537766 7.3956652134656906 31.374484371393919 76.99729435890913 189.26925209909678 358.20597084052861 1150.0769892334938 5939.1941833868623 121.16203385591507 2613.8563671857119 5344.9699049592018 404.1610514819622 598.54954054951668 leaf_count=3913 1451 1269144 317 53 76 854 1517 1948 28176 1995 1062 634 488 1684 6417 2223 45 72 76 401 552 1223 11339 5059 28457 604 13321 22960 1732 3571 internal_value=4.18546e-07 -2.34721e-06 -7.23304e-06 -4.1105e-06 0.0233333 -6.35073e-06 -0.00416057 -0.00632104 6.14734e-06 0.000799193 -0.00158888 -0.00682112 -0.00599854 0.00191313 -0.00776348 -0.0145669 -0.00531764 0.02808 0.0859043 0.0139492 0.00764007 0.00197046 0.00924496 0.0017422 0.00330502 -0.0119295 0.00049791 0.00160329 -0.0167474 0.00497019 internal_weight=328597 328567 328446 328396 31.5205 328364 984.927 794.349 327379 25151 8276.4 2573.39 2470.65 450.627 2020.02 595.904 281.508 27.4269 12.7241 169.119 137.744 16874.6 513.381 16361.2 7252.34 714.592 9108.9 7958.83 593.43 6537.74 internal_count=1411364 1407451 1406000 1405683 129 1405554 4319 3465 1401235 132091 41830 13654 12592 3464 9128 2711 1877 193 121 1587 1186 90261 13334 76927 35587 3559 41340 36281 2955 32028 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 1 1 0 2 1 0 2 0 2 2 2 1 2 2 0 0 2 0 2 2 0 1 2 2 2 split_gain=29.6206 22.9801 29.0212 22.0959 20.4408 18.249 33.3077 82.0056 73.8933 26.7487 30.4618 24.0576 82.7693 21.0844 22.3896 20.0048 19.407 35.8334 21.7424 19.3366 20.2526 18.9118 38.9232 21.8192 18.6975 37.859 30.7087 18.0396 30.437 22.5182 threshold=1.0000000180025095e-35 -16.499999999999996 2.5000000000000004 80.000000000000014 202.10085296630862 34.500000000000007 10.500000000000002 24.500000000000004 5342.6640625000009 18.500000000000004 40.500000000000007 7188.3642578125009 45.500000000000007 342.01971435546881 3455.044799804688 224.80538177490237 22.500000000000004 7510.0949707031259 2510.8642578125005 28.500000000000004 37.500000000000007 47554.107421875007 85.500000000000014 8598.4760742187518 45473.716796875007 89.500000000000014 68.500000000000014 75297.019531250015 31791.298828125004 16176.651367187502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 -4 6 -3 8 -8 11 16 15 -13 -12 -15 -9 17 -11 -18 -19 -21 22 23 -16 25 -7 -26 28 29 -10 right_child=1 3 4 -5 -6 24 7 9 27 10 13 12 -14 14 21 -17 18 19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030227162240364536 0.022167899684732491 8.800094106161371e-06 0.017492340675326998 -0.020026145189318792 0.0018592648169680865 0.0040735952075873745 -0.0094176088135381458 -0.011050742546474793 0.011236650166739864 0.0047404455339099183 -0.016564592542592765 -0.018338454992930433 0.00047991430816694797 0.003094926935599296 -0.010435740990104417 -0.0027003187704172649 -0.0066502796663563653 0.0063276572693856279 0.0094082747117358503 -0.030492029787732539 0.011867046580970432 0.0063749853764522944 -0.034796594189148211 0.0034174132047965736 0.0048690084765575046 -0.031189903768348935 0.047002578326055415 -0.0020713073158852928 0.022672925624268484 -0.008714633303327609 leaf_weight=29.175316543318331 69.244248198345304 319571.93293264881 78.142864212393761 49.691865246742964 2051.2657251134515 856.08686502277851 207.07579617202282 300.38611625134945 323.16471962630749 194.99229945242405 114.03582924604416 465.82855854928493 383.5518786907196 352.39154013991356 321.284818187356 1838.6248772740364 91.438143953680992 24.423963665962219 446.01884397864342 68.058720424771309 11.940844416618345 88.846489042043686 46.486334785819054 150.14462687075138 46.119005158543587 28.306680247187614 23.502184517681599 81.676004454493523 194.07000659406185 60.43491418659687 leaf_count=3913 1349 1363692 396 317 11375 3508 1005 1903 1294 892 696 2005 1586 1546 1529 8715 450 99 1818 288 53 363 191 622 193 119 97 329 779 242 internal_value=4.11753e-07 -2.27248e-06 0.00305448 -2.28667e-05 0.00243295 -1.98204e-05 -3.19696e-05 -0.00229201 0.00621571 -0.00379683 -0.0010239 -0.00556917 -0.00984071 -0.00436944 -0.00291954 -0.00387299 0.00326636 -0.00285439 0.00667622 -0.0170364 -0.0241695 -0.00641258 -0.00860624 -0.00602368 0.0041233 0.00294492 0.0190921 0.0111255 0.0129914 0.00809339 internal_weight=328568 328539 2198.65 326341 2129.41 326291 325337 5764.88 866.421 4898.45 1910.06 2988.39 849.38 1073.19 959.154 2139.01 836.873 299.416 537.457 104.424 79.9996 606.762 517.916 471.429 954.015 884.394 69.6212 659.346 577.67 383.6 internal_count=1411364 1407451 13120 1394331 11771 1394014 1390097 26405 3649 22756 8547 14209 3591 4947 4251 10618 3600 1332 2268 440 341 2705 2342 2151 3917 3627 290 2644 2315 1536 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=0 1 2 1 1 1 0 2 1 0 2 0 2 2 0 2 0 2 1 2 2 0 0 2 0 2 0 2 0 1 split_gain=28.7386 22.1444 33.3049 20.9844 17.0823 31.7074 77.2729 69.5831 25.2323 28.7051 22.7257 78.425 20.1274 21.1083 19.1271 27.9352 24.1379 20.3928 18.2674 33.8442 20.4539 18.338 19.2548 17.8352 36.856 20.606 17.6815 17.6392 35.7933 29.0781 threshold=1.0000000180025095e-35 -31.499999999999996 3383.5720214843755 80.000000000000014 34.500000000000007 10.500000000000002 24.500000000000004 5342.6640625000009 18.500000000000004 40.500000000000007 7188.3642578125009 45.500000000000007 342.01971435546881 3455.044799804688 36.500000000000007 5006.9262695312509 26.500000000000004 488.16123962402349 22.500000000000004 7510.0949707031259 2510.8642578125005 28.500000000000004 37.500000000000007 47554.107421875007 85.500000000000014 8598.4760742187518 26.500000000000004 45473.716796875007 89.500000000000014 68.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -3 7 -7 10 18 14 -12 -11 -14 15 16 17 -8 19 -10 -20 -21 -23 24 25 -15 -22 28 -6 -29 right_child=1 3 -4 -5 27 6 8 -9 9 12 11 -13 13 23 -16 -17 -18 -19 20 21 26 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.03022039597710819 -0.010113275571005142 1.9423331404914206e-05 0.010578089215562551 -0.019582637011605862 0.0039511935436601529 -0.009168775720729468 0.012768686219968907 0.010794306356506262 0.0045929389535798934 -0.016224878293002853 -0.017871176190347091 0.00046550375806360053 0.0030002284574117653 -0.01015380022371612 -0.005323749331759638 0.014092444217493451 0.0018408158653395027 -0.02234290487669037 -0.0064672162033210514 0.0061333893915677864 -0.0071784130516920576 -0.029792069831969768 0.011468694907339164 0.0061856578115198528 -0.033916704000851998 0.0033140236069046213 0.011312280141191461 0.0047257033182473256 -0.030433458412450737 0.045786238728339028 leaf_weight=28.319297784939408 86.543385423719883 321313.75379506499 366.51999893784523 49.298790570348501 856.12817279994488 206.32632903754711 18.430242717266083 659.1952436119318 195.21360379457474 112.94745774567127 463.70094799995422 383.5622211098671 352.60560761392117 320.31468775868416 1640.032467097044 118.71607008576393 280.80540862679482 77.445030882954597 91.209159985184669 24.441367626190186 52.789878115057945 67.575369849801064 11.984252810478209 88.819302283227444 46.264887675642967 150.18330973386765 393.31720861792564 46.092430651187897 28.142449647188187 23.404187515377998 leaf_count=3913 536 1373216 3060 317 3508 1005 102 2644 892 696 2005 1586 1546 1529 8286 479 1384 367 450 99 226 288 53 363 191 622 1592 193 119 97 internal_value=3.96537e-07 -2.20846e-06 0.00662566 -1.13614e-05 -8.42007e-06 -2.01108e-05 -0.00222705 0.00603543 -0.00368939 -0.000994862 -0.00541275 -0.00957003 -0.004247 -0.00283509 -0.00376328 0.0014027 -0.00259664 -0.0155934 0.00316933 -0.00277144 0.00647756 -0.0165946 -0.0235769 -0.00623276 -0.00836719 -0.00585486 0.00912419 0.00400062 0.00285688 0.0185535 internal_weight=328554 328526 453.063 328073 328023 327070 5755.88 865.522 4890.36 1907.67 2982.69 847.263 1071.14 958.188 2135.43 495.397 376.681 95.8753 836.531 299.215 537.316 104.001 79.5596 605.582 516.763 470.498 446.107 953.767 884.271 69.4966 internal_count=1411364 1407451 3596 1403855 1403538 1399621 26405 3649 22756 8547 14209 3591 4947 4251 10618 2332 1853 469 3600 1332 2268 440 341 2705 2342 2151 1818 3917 3627 290 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 3 0 1 0 2 2 3 2 2 0 1 2 0 2 1 1 0 1 0 1 0 1 2 2 split_gain=27.8831 21.3424 19.9145 18.2474 38.6424 21.5426 30.0852 31.921 40.4961 25.3739 26.4434 20.9791 54.6636 40.8741 49.8293 51.0706 50.8658 39.354 39.1627 38.2155 36.5415 34.3071 33.6312 32.3809 30.4632 46.1843 33.2295 37.6028 36.3728 30.6033 threshold=1.0000000180025095e-35 -46.499999999999993 80.000000000000014 -2.4999999999999996 21.500000000000004 596.91259765625011 4.7190001010894784 44.500000000000007 -8.4999999999999982 31.500000000000004 263.64595031738287 3673.091186523438 1.6674999594688418 8226.4770507812518 4417.2790527343759 46.500000000000007 -4.4999999999999991 20123.864257812504 53.500000000000007 2243.352905273438 -9.4999999999999982 -10.499999999999998 44.500000000000007 -32.499999999999993 35.500000000000007 -11.499999999999998 9.5000000000000018 -9.4999999999999982 54303.691406250007 40758.552734375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 6 7 9 -9 -3 -11 18 13 14 22 16 21 -14 19 -7 -15 -16 -13 -20 26 -26 29 28 -28 -19 right_child=1 2 -4 -5 -6 11 -8 8 -10 10 -12 12 17 20 15 -17 -18 24 23 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.030213835141465219 0.012723725848266377 -0.00025089286897805418 -0.019147910714977592 -7.7761710887917817e-05 0.0072336684220160492 0.0012545960162938449 0.014099576025360206 0.0087824132299762197 -0.00043687984975656713 -0.0024641003211158603 -0.0091090742128921362 0.0031924030593257521 0.0025715848911918577 0.010293996055433362 0.0068316674923608583 -0.0025673602873381579 -0.0071879012767510587 0.0075842091988281143 -0.043871538341765312 0.0059265284892318169 -0.0012645052563760013 -0.032849739245309303 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-3.8907e-06 0.000673187 0.000509062 -0.000937269 -0.0011887 0.00118554 -0.00290649 -0.00501054 0.000934471 0.000324611 -0.00270948 -0.00551936 -0.0122617 -0.0192606 0.00130994 0.00220596 0.00318451 0.000535804 -0.0288995 -0.00244297 -0.00235737 -0.000950017 0.00476874 -0.00202729 -0.00375932 -0.00959733 0.00258348 internal_weight=328541 328514 328395 328347 32299.5 31511.2 7161.88 7044.1 2957.04 4087.06 2280.33 24349.3 16456.2 4034.12 2162.1 677.427 393.404 12422.1 7893.12 6499.4 1872.03 218.753 1484.67 1393.72 4450.32 705.442 3744.87 2722.26 727.575 1022.61 internal_count=1411364 1407451 1406000 1405683 148803 141207 31033 30422 12741 17681 9797 110174 73443 17406 9417 2832 1610 56037 36731 30559 7989 904 6585 6172 19451 3218 16233 11090 3026 5143 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 2 0 1 0 0 2 0 1 2 2 0 2 1 1 1 2 0 1 2 0 1 1 1 2 split_gain=26.9258 26.5783 26.288 22.3951 21.9967 31.3792 29.2801 59.2297 39.1713 37.9061 39.4212 114.742 74.8822 77.2913 45.0962 45.0403 39.6973 68.7691 46.1285 47.565 35.1025 33.9831 34.7033 87.5671 30.6435 29.512 26.2214 24.5793 28.2364 29.6206 threshold=1.0000000180025095e-35 -20.499999999999996 37774.541015625007 98.500000000000014 112.33882141113283 78.500000000000014 286.97653198242193 60.500000000000007 -9.4999999999999982 26.500000000000004 48.500000000000007 215.8664245605469 54.500000000000007 1.0000000180025095e-35 134.73744964599612 134.73744964599612 54.500000000000007 173.86003112792972 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 263.64595031738287 45.500000000000007 1.0000000180025095e-35 269.37811279296881 28.500000000000004 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 269.37811279296881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -3 7 8 -6 27 14 15 -13 -14 -11 -12 17 -17 -19 -20 -18 25 24 -24 -23 -16 -27 -10 -29 -30 right_child=1 3 -4 -5 6 -7 -8 -9 9 10 11 12 13 -15 21 16 20 18 19 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456.16524367034435 843.60848119854927 300.58472329378128 4509.7660313844681 1460.1368172764778 848.2057736068964 1048.5690615773201 72.022840335965157 1792.971745878458 619.86025205254555 71.098917260766029 125.97743664681911 1994.4032187610865 15136.282332181931 1878.0191765278578 793.4414487183094 150.68571518361568 13.344485491514204 leaf_count=3884 6640 14515 2412 369 2087 135 1220645 15100 4358 2482 949 1850 1862 3509 1265 19180 5903 3465 4353 393 7956 2602 287 624 8344 62230 9546 3383 726 61 internal_value=-4.05597e-05 -4.29989e-05 0.00406458 -6.07304e-05 -5.77799e-05 0.00233629 -8.30705e-05 -0.000860774 -0.000484292 -0.00059788 -0.000844591 0.000547592 0.00764199 0.0112811 -0.00163082 -0.000696675 -0.000392315 0.000965429 0.00564337 0.00963851 -0.00309626 -0.0018702 -0.00492952 -0.0170692 -0.00401437 -0.00137347 -0.00120885 0.00342157 -4.03666e-05 0.0112904 internal_weight=328452 328425 1411.65 327014 326968 3417.93 323550 38399 34841.7 34403 32413.5 11698.7 1745.63 1299.77 20714.8 9953.02 9731.67 6478.56 1968.8 1120.59 3253.11 20126.2 2811.34 197.076 2614.26 17314.9 17014.3 1989.52 957.472 164.03 internal_count=1411115 1407231 9052 1398179 1397810 14650 1383160 162515 147415 145328 136800 49420 7221 5371 87380 42199 41250 27391 8211 4746 13859 84898 11857 911 10946 73041 71776 8528 4170 787 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=0 1 2 1 2 0 2 0 1 0 0 2 0 1 2 2 0 2 1 1 1 2 0 1 2 0 1 2 3 0 split_gain=26.1225 25.0649 25.0029 21.881 20.7045 29.676 27.5274 55.7651 36.9708 35.6829 37.1028 107.832 70.2921 72.361 42.4559 42.4319 37.3814 64.6533 43.3019 44.7426 33.1108 32.0274 33.1595 83.7602 28.8713 27.7998 24.7482 24.5854 52.3261 24.3102 threshold=1.0000000180025095e-35 -20.499999999999996 37774.541015625007 88.500000000000014 112.33882141113283 78.500000000000014 286.97653198242193 60.500000000000007 -9.4999999999999982 26.500000000000004 48.500000000000007 215.8664245605469 54.500000000000007 1.0000000180025095e-35 134.73744964599612 134.73744964599612 54.500000000000007 173.86003112792972 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 263.64595031738287 45.500000000000007 1.0000000180025095e-35 269.37811279296881 28.500000000000004 2.5000000000000004 317.43702697753912 2.9229999780654912 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -3 7 8 -6 29 15 14 -13 -14 -12 -11 17 -16 -19 -20 -18 25 24 -24 -23 -17 -27 28 -8 -10 right_child=1 3 -4 -5 6 -7 27 -9 9 10 11 12 13 -15 16 21 20 18 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030201301388764843 0.0020345066235674236 0.0025277268338908124 0.012284886974618834 -0.025382496323233066 0.0081989424014020113 -0.027601310570562101 0.0013318339624918871 -0.004414245670077469 0.0012968478208670918 0.0063561478858467383 -0.013678873241425027 -0.0028786685999438524 0.0012927533292361802 0.016117843181516392 -0.0010446103095375961 -0.010380794463435469 0.00034631337210385766 0.00035432173283171257 0.010899402771092923 -0.013625042837777903 -0.005741232268345677 -0.00955283213578954 0.0092669234052831437 -0.031566386227609926 -0.0021378077047475375 -0.00077020504829866828 -0.0044246683274359964 -1.5422256466330397e-05 0.014069546674976124 0.0087575043752443887 leaf_weight=25.706341310404241 1145.1000786852092 3388.3591476082802 263.43774840608239 30.705731686204672 437.20670190453529 29.680041387677193 4340.385406434536 3555.3280496299267 1448.9241809248924 588.73502667248249 220.97847159206867 445.73962339758873 456.09695285558701 845.82365825772285 4509.2358075976372 300.30470079183578 1460.0989073067904 848.17198006808758 1050.5793437510729 71.509543389081955 1789.8976444154978 619.37398667633533 71.07055252790451 124.26011754572392 1994.1364782452583 15135.957295164466 1874.3040136545897 280513.98287280463 311.05507722496986 539.41169220209122 leaf_count=3884 6640 14515 2412 247 2087 135 18260 15100 6255 2482 949 1850 1862 3509 19180 1265 5903 3465 4353 393 7956 2602 287 624 8344 62230 9546 1201146 1361 2273 internal_value=-3.93514e-05 -4.17185e-05 0.00395163 -5.89196e-05 -5.65415e-05 0.00226611 -8.10782e-05 -0.000835279 -0.000469969 -0.000580164 -0.000819515 0.000531071 0.00740381 0.0109242 -0.000676029 -0.00158247 -0.000380705 0.000936261 0.00546978 0.00933649 -0.00300633 -0.00181477 -0.00478621 -0.0167093 -0.00389509 -0.00133262 -0.00117288 2.04475e-05 0.00218364 0.00332083 internal_weight=328436 328410 1408.54 327001 326971 3418.04 323553 38387.1 34831.8 34394.6 32406.3 11698.1 1747.66 1301.92 9950.47 20708.1 9729.49 6479.5 1970.26 1122.09 3250 20119.4 2808.84 195.331 2613.51 17310.6 17010.3 285165 4651.44 1988.34 internal_count=1411115 1407231 9052 1398179 1397932 14650 1383282 162515 147415 145328 136800 49420 7221 5371 42199 87380 41250 27391 8211 4746 13859 84898 11857 911 10946 73041 71776 1220767 19621 8528 is_linear=0 shrinkage=0.03 Tree=157 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 2 2 0 1 0 0 2 0 1 2 2 0 2 1 1 1 2 0 1 2 0 0 1 2 split_gain=25.3433 23.6796 25.3502 21.2028 19.5943 28.118 37.2524 25.9085 52.8129 35.9802 33.5749 34.9207 101.348 65.9955 67.7718 40.0212 39.9256 35.2001 60.7873 40.6554 42.0927 31.2305 30.1847 31.6868 80.137 27.2025 26.1877 23.9871 23.4725 27.9947 threshold=1.0000000180025095e-35 -21.499999999999996 42366.021484375007 98.500000000000014 112.33882141113283 51.500000000000007 67.829120635986342 286.97653198242193 60.500000000000007 -9.4999999999999982 26.500000000000004 48.500000000000007 215.8664245605469 54.500000000000007 1.0000000180025095e-35 134.73744964599612 134.73744964599612 54.500000000000007 173.86003112792972 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 263.64595031738287 45.500000000000007 1.0000000180025095e-35 269.37811279296881 28.500000000000004 33.500000000000007 1.0000000180025095e-35 276.59585571289068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -3 -7 8 9 -6 -11 16 15 28 -15 -13 -12 18 -17 -20 -21 -19 26 25 -25 -24 -18 -27 29 -14 right_child=1 3 -4 -5 7 6 -8 -9 -10 10 11 12 13 14 -16 17 22 21 19 20 -22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.030195313254518796 0.0021148193249472939 0.0042047374957078949 0.013360247096383665 -0.020506648088491581 0.0080404198780921216 0.0064439712767665955 -0.0050198510826921618 2.1194328394487866e-05 -0.0042922537147285717 0.0032208013338187558 0.0061642407979846927 -0.013291461163399024 -0.00018524256538030712 0.0012541566774550723 0.015596061015550149 -0.0010133899445659792 -0.01007911411597439 0.00033593249624552503 0.00034370593345032651 0.010553149142180843 -0.013311329956651663 -0.0055785165454361185 -0.0092738027559814088 0.0089928384123568982 -0.031054582860202618 -0.0054699173140475678 -0.0011379693455917219 0.0011143460560573274 -0.0089154467738285868 0.029884603482963071 leaf_weight=24.951476980932057 1035.302574172616 2220.3311672955751 218.48937623947859 45.621683187782764 443.12917631864548 368.2837440520525 830.22920626401901 285292.6359810587 3554.7063684612513 1988.5786658674479 588.85005788505077 220.60260632634163 163.16478452086449 456.03035375475883 847.8659955561161 4508.7193155735731 300.01875877380371 1460.0620368868113 848.13913625478745 1052.4684682041407 71.006703674793243 1786.8889925181866 618.87699967622757 71.040016576647758 122.54486919939518 965.49318884313107 17006.323699370027 1028.3803783506155 248.85483403503895 33.603569149971008 leaf_count=3884 6091 9521 2122 369 2126 1565 3568 1221434 15107 8528 2482 949 658 1862 3509 19180 1265 5903 3465 4353 393 7956 2602 287 624 4033 71776 4311 1057 135 internal_value=-3.81784e-05 -4.04755e-05 0.00407448 -5.62463e-05 -5.3394e-05 0.00220586 -0.0014972 -7.72574e-05 -0.000808983 -0.000453491 -0.000562947 -0.000795185 0.000515063 0.00717377 0.0105801 -0.000655994 -0.00153554 -0.000369438 0.000907991 0.00530183 0.00904485 -0.00291896 -0.00176097 -0.00464708 -0.0163583 -0.00377937 -0.00129297 -0.00207395 -0.00279305 0.00495 internal_weight=328421 328396 1253.79 327142 327097 3418.84 1198.51 323678 38385.3 34830.6 34387.5 32398.9 11697.4 1749.52 1303.9 9947.89 20701.5 9727.28 6480.33 1971.61 1123.48 3246.95 20112.7 2806.34 193.585 2612.75 17306.3 1993.87 445.623 196.768 internal_count=1411115 1407231 8213 1399018 1398649 14654 5133 1383995 162561 147454 145328 136800 49420 7221 5371 42199 87380 41250 27391 8211 4746 13859 84898 11857 911 10946 73041 8344 1850 793 is_linear=0 shrinkage=0.03 Tree=158 num_leaves=31 num_cat=0 split_feature=0 1 2 1 2 0 2 0 1 0 0 2 0 1 2 2 0 2 1 1 1 2 0 1 2 0 1 1 1 2 split_gain=24.5876 22.346 22.7246 20.8163 18.3253 27.9692 24.3928 49.4259 32.914 31.592 32.8619 95.286 61.953 63.4967 37.7273 37.5658 33.1457 57.1557 38.1768 39.6039 29.4556 28.4523 30.2809 76.6865 25.6308 24.6707 23.4796 23.2244 26.5365 27.1269 threshold=1.0000000180025095e-35 -20.499999999999996 35189.248046875007 88.500000000000014 112.33882141113283 78.500000000000014 286.97653198242193 60.500000000000007 -9.4999999999999982 26.500000000000004 48.500000000000007 215.8664245605469 54.500000000000007 1.0000000180025095e-35 134.73744964599612 134.73744964599612 54.500000000000007 173.86003112792972 1.0000000180025095e-35 6.5000000000000009 1.0000000180025095e-35 263.64595031738287 45.500000000000007 1.0000000180025095e-35 269.37811279296881 28.500000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 269.37811279296881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -3 7 8 -6 27 15 14 -13 -14 -12 -11 17 -16 -19 -20 -18 25 24 -24 -23 -17 -27 -10 -29 -30 right_child=1 3 -4 -5 6 -7 -8 -9 9 10 11 12 13 -15 16 21 20 18 19 -21 -22 22 23 -25 -26 26 -28 28 29 -31 leaf_value=0.030189503076175288 0.0018417697274548386 0.0023850965312741165 0.011423820971979201 -0.024963882808417482 0.0077641384989364168 -0.026966543211781314 1.928780090323244e-05 -0.004157807873187932 0.0062537970110822941 0.0059782631191537469 -0.012915379302262036 -0.0027126891410607845 0.0012167084291973568 0.015094168942135118 -0.00098309944379012843 -0.0097863729902371351 0.00032586329214169584 0.00033340739645027113 0.010219049735805251 -0.013003550174893264 -0.0054202279388938504 -0.0090030606653640054 0.0087271019197425088 -0.030555910112336319 -0.0020120105863356426 -0.00077589756854260677 -0.0048922840671325324 -0.0025088493903177391 0.0070641950936706725 0.051274784339728957 leaf_weight=24.218639252707362 1124.8943094108254 3388.4219362288713 277.75332601554692 30.193562161177397 434.34686198830605 29.472690761089325 285165.15084171668 3551.3834519833326 1029.3404642939568 588.95192478597164 220.22137002646923 445.0727097094059 455.96539714932442 849.74703326821327 4508.216258123517 299.72790449857712 1460.0261886566877 848.10724137723446 1054.2436615526676 70.514294385910034 1783.9453708827496 618.37110742926598 71.007548868656158 120.83448080718517 1993.6118107140064 15649.827601104975 1355.0848278850317 794.28253139555454 151.48153175413609 13.613305389881132 leaf_count=3884 6538 14515 2514 247 2087 135 1220767 15100 4358 2482 949 1850 1862 3509 19180 1265 5903 3465 4353 393 7956 2602 287 624 8344 64536 7240 3383 726 61 internal_value=-3.70394e-05 -3.92687e-05 0.00373921 -5.54772e-05 -5.31769e-05 0.002132 -7.62617e-05 -0.000786422 -0.000442532 -0.000546206 -0.000771526 0.000499567 0.00695326 0.010248 -0.000636553 -0.00148982 -0.000358502 0.00088059 0.00513933 0.00876316 -0.00283406 -0.00170855 -0.00451202 -0.0160159 -0.0036671 -0.00125431 -0.00110392 0.00312396 -0.000234132 0.0107097 internal_weight=328408 328384 1402.65 326981 326951 3417.89 323533 38367.9 34816.5 34382.2 32393.5 11696.1 1750.79 1305.71 9945.27 20697.4 9725.05 6481.08 1972.87 1124.76 3243.97 20108.5 2803.82 191.842 2611.98 17304.6 17004.9 1988.72 959.377 165.095 internal_count=1411115 1407231 9052 1398179 1397932 14650 1383282 162515 147415 145328 136800 49420 7221 5371 42199 87380 41250 27391 8211 4746 13859 84898 11857 911 10946 73041 71776 8528 4170 787 is_linear=0 shrinkage=0.03 Tree=159 num_leaves=31 num_cat=0 split_feature=0 1 2 0 1 2 2 0 1 2 0 0 2 0 2 0 2 3 2 2 0 0 1 2 1 2 2 3 2 0 split_gain=23.8546 21.1048 23.1628 20.0719 17.603 25.3302 40.1281 22.6762 20.3041 26.8443 53.5774 42.5853 63.7496 28.6226 27.9887 30.9394 26.6093 43.8883 58.9137 33.5598 86.4153 77.8013 28.4689 26.4244 26.1637 20.7853 20.1855 24.3169 20.713 24.4285 threshold=1.0000000180025095e-35 -21.499999999999996 42366.021484375007 98.500000000000014 4.5000000000000009 224.80538177490237 142.00050354003909 38.500000000000007 18.500000000000004 2343.383422851563 49.500000000000007 73.500000000000014 36363.248046875007 89.500000000000014 94494.871093750015 21.500000000000004 3673.091186523438 2.0774999856948857 31791.298828125004 5579.1726074218759 45.500000000000007 40.500000000000007 7.5000000000000009 5216.6582031250009 93.500000000000014 75297.019531250015 5216.6582031250009 2.279500007629395 22009.412109375004 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 -3 6 -6 -8 16 10 -10 14 13 23 15 -11 -7 18 19 21 22 -18 -21 -13 -14 -20 27 -19 29 -28 right_child=1 3 -4 -5 5 8 7 -9 9 11 -12 12 24 -15 -16 -17 17 26 25 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.030183867018060685 0.001989244497403524 4.3734905307503271e-06 0.012804728076435205 -0.020069897172666856 0.0066132042936709297 0.00044540642004528764 0.0081194790631867741 -0.0075209814248296172 -0.012833743089799917 0.027214938834793478 0.0078040408620424096 -0.034067147075407929 0.011372392803048652 -0.034128781358763079 -0.040133456010290398 0.0044375499355495535 0.0086177255220349965 0.0049852829804453219 0.010044634435198775 -0.0088753103886982029 -0.0010517040839855278 -0.0070355968273441609 -0.019177535367002917 -0.0052478812440428704 -0.029435627376344926 -0.015259589511449644 0.0030554051897856943 -0.0071958313974946559 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0.00506259 -0.00106798 -0.00217022 -0.00476432 -0.00602343 -0.00884028 -0.00258524 -0.0146655 -0.0097759 0.00804525 0.00747949 -0.000337142 -0.00451175 0.000556947 0.00248849 internal_weight=328392 328368 1248.33 327120 327075 18944.3 1627.4 1380.13 17316.9 2960.28 477.393 2482.89 459.398 270.572 2023.49 2011.08 14356.6 8306.62 3439.37 3118.65 1714.22 1404.43 980.724 216.217 188.825 320.712 4867.26 858.555 4008.7 2224.24 internal_count=1411115 1407231 8213 1399018 1398649 84992 9036 7709 75956 12720 2316 10404 1934 1120 8470 8419 63236 35410 15590 14274 7446 6828 4271 884 814 1316 19820 3676 16144 8944 is_linear=0 shrinkage=0.03 Tree=160 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 0 0 0 0 1 1 0 2 2 0 1 3 1 1 0 0 1 2 1 0 2 2 2 0 split_gain=26.9676 24.4274 24.7002 27.9377 23.1265 22.9996 35.3926 22.6539 30.4346 22.154 25.6394 20.1631 34.9183 30.501 47.5191 130.715 47.7214 36.7074 33.5684 22.2494 63.4019 54.0801 45.2397 31.3175 23.6732 45.8969 64.472 41.1771 34.9253 44.4248 threshold=112.33882141113283 50.500000000000007 67.829120635986342 54.500000000000007 1.0000000180025095e-35 67.829120635986342 25.500000000000004 78.500000000000014 77.500000000000014 10.500000000000002 1.0000000180025095e-35 -3.4999999999999996 1.5000000000000002 1637.6347656250002 4805.4782714843759 50.500000000000007 -25.499999999999996 5.0659999847412118 -31.499999999999996 -6.4999999999999991 42.500000000000007 37.500000000000007 -21.499999999999996 25057.239257812504 -9.4999999999999982 37.500000000000007 8598.4760742187518 8796.4672851562518 64691.324218750007 33.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -3 -2 6 9 8 -4 10 -1 12 -6 -14 15 -15 -17 18 -16 20 24 -21 -22 -24 27 -26 -27 -20 29 -29 right_child=4 2 7 -5 11 -7 -8 -9 -10 -11 -12 -13 13 14 17 16 -18 -19 19 21 22 -23 23 -25 25 26 -28 28 -30 -31 leaf_value=0.032537297840592665 0.03017838423718433 -0.0011541103350168451 -0.0037734297655353305 0.013858903167992551 0.025563009500487784 0.0068833538469258038 0.002130732935977635 -0.039949942166397447 0.035669929499112574 -0.044790426223866468 -0.027264601307684745 -9.8641876124009746e-05 -0.00098386335588808568 0.0059072138271159761 0.015823767516285985 -0.030803800613818592 -0.0032045671732560269 0.0028923931281050089 0.00073285226118106471 0.0035917453690943852 0.030446292873070678 -0.0042092588372039004 -0.001920480997067225 0.01151784558265939 0.00054648244794783078 -0.039240277167868549 -0.0010087997300350596 -0.016445413143665006 0.0042538742270035249 0.0031366965153291015 leaf_weight=10.163277193903925 22.80281734559685 270.55039267241955 821.13314634561539 189.83056831359863 51.297166310250759 1396.087870746851 660.39123260974884 15.143601730465887 17.991822347044945 23.936401695013046 17.671520218253136 302899.56224356592 6286.4816788136959 4807.7365469783545 103.48821364343166 58.723877161741257 1415.5588842630386 2993.5415410026908 327.59632943570614 1905.8417926579714 54.478774741292 1378.1395468264818 518.78329449892044 223.23875993490219 835.09750084578991 67.717126071453094 95.944235652685165 729.27463468909264 110.89158824086189 121.66218909621239 leaf_count=60 3882 1152 3521 805 2134 5978 2813 73 75 106 81 1287570 28507 23300 601 311 6506 16104 1581 8229 307 5871 2331 1021 3639 280 400 3120 450 510 internal_value=-4.8166e-06 0.00264411 -0.000565252 0.00503626 -3.27144e-05 0.00464539 0.000258192 -0.00358401 -0.00292772 -0.0236279 -0.00542922 -3.48342e-05 0.000840279 0.000782723 0.00148794 0.00351084 -0.0043039 0.000145425 -0.00112512 -0.00140053 -0.00323011 0.000318014 0.00405975 0.00212247 -0.00576766 -0.00230052 -0.0168276 -0.00845323 -0.011582 -0.0136457 internal_weight=328431 3422.9 1314.65 460.381 325008 2108.25 712.162 854.269 839.125 51.7712 27.8348 324985 22085.5 22034.2 15747.7 6282.02 1474.28 9465.7 6472.15 6368.67 3084.68 3283.98 796.501 742.022 2288.18 998.759 163.661 1289.42 961.828 850.937 internal_count=1411318 14664 5626 1957 1396654 9038 3060 3669 3596 247 141 1392772 105202 103068 74561 30117 6817 44444 28340 27739 13639 14100 3659 3352 9980 4319 680 5661 4080 3630 is_linear=0 shrinkage=0.03 Tree=161 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 0 2 0 0 1 2 2 3 0 2 3 2 2 0 2 0 0 3 1 2 0 1 2 2 split_gain=25.3808 22.9889 23.2488 26.2836 22.4375 21.7223 28.7236 21.6333 33.598 20.8593 24.4699 19.2025 40.443 74.2919 125.857 99.9129 88.1366 64.3944 69.6559 47.4671 135.626 145.515 102.087 104.18 120.267 88.8087 82.0967 105.643 74.6936 56.1667 threshold=112.33882141113283 50.500000000000007 67.829120635986342 54.500000000000007 1.0000000180025095e-35 78.500000000000014 77.500000000000014 67.829120635986342 25.500000000000004 10.500000000000002 1.0000000180025095e-35 922.17691040039074 3673.091186523438 2.0774999856948857 45.500000000000007 1338.8272094726565 2.7749999761581425 1289.946716308594 2510.8642578125005 53.500000000000007 52302.683593750007 82.500000000000014 35.500000000000007 1.0619999766349795 1.5000000000000002 3755.7348632812505 55.500000000000007 1.0000000180025095e-35 5975.3146972656259 6409.8125000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -3 -2 6 -4 8 9 10 -1 -6 13 14 -13 -16 17 -15 -19 22 21 25 -14 24 -24 26 27 -21 -26 -27 right_child=4 2 5 -5 11 -7 -8 -9 -10 -11 -12 12 19 16 15 -17 -18 18 -20 20 -22 -23 23 -25 28 29 -28 -29 -30 -31 leaf_value=0.032158834813820619 0.030173080388327708 -0.0011195678711422383 -0.0036614477117719196 0.013442124995082272 -0.00040756486544731577 -0.039375300239174751 0.034722913871911378 0.0066773289420855439 0.0020666910792336967 -0.043703236983340242 -0.026713238050073401 0.0035789008345190709 9.5295969203104398e-05 0.00081169193507730684 -0.0057996464008384999 0.00079280576959499987 0.00029631082920586135 -0.010691249371359303 -0.0011575166799117501 0.015784106143313149 0.0054616202310414728 -0.005107547991512403 0.0030084178588086468 -0.0026485905159990648 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-0.00284099 0.00450719 0.000250506 -0.0231431 -0.00533458 -3.37786e-05 0.000108497 0.000757587 0.00156969 0.000121548 -0.000545212 -0.00442955 -0.00698846 -0.000129741 0.000903127 7.89272e-05 -0.000369956 -0.00178362 0.00135016 0.000996677 -0.00299634 0.00455957 -0.00737365 0.00185293 internal_weight=328417 3421.77 1314.08 460.376 324995 853.7 838.793 2107.69 711.702 51.273 27.475 324973 235380 63196.9 38929.9 22623.8 24267 4321.17 2903.57 172183 32488.8 27514.1 139694 34590.6 7482.25 23377.4 4127.82 985.271 1195.09 19249.6 internal_count=1411318 14664 5626 1957 1396654 3669 3596 9038 3060 247 141 1392772 1012761 266857 161426 93557 105431 18017 12096 745904 135353 114184 610551 149790 34594 96970 18366 4566 5801 78604 is_linear=0 shrinkage=0.03 Tree=162 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 0 0 2 0 0 1 0 2 2 0 1 3 1 2 3 0 2 1 0 0 1 2 1 0 2 split_gain=23.888 21.7692 21.6354 21.8831 24.7299 20.8377 27.1194 20.3486 31.904 21.4715 18.9125 33.7342 28.3392 44.2518 123.356 44.1148 34.4437 31.7994 22.1556 25.1229 32.6517 29.9871 20.9735 59.2683 50.6976 43.4167 29.4574 22.2989 42.6393 60.0564 threshold=112.33882141113283 1.0000000180025095e-35 50.500000000000007 67.829120635986342 54.500000000000007 78.500000000000014 77.500000000000014 67.829120635986342 25.500000000000004 5.5000000000000009 -3.4999999999999996 1.5000000000000002 1637.6347656250002 4805.4782714843759 50.500000000000007 -25.499999999999996 5.0659999847412118 -31.499999999999996 210.22515869140628 2.1755000352859502 40.500000000000007 377.56446838378912 -6.4999999999999991 42.500000000000007 37.500000000000007 -21.499999999999996 25057.239257812504 -9.4999999999999982 37.500000000000007 8598.4760742187518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 4 -4 6 -5 8 9 -1 11 -3 18 14 -14 -16 17 -15 -13 20 -20 -22 23 27 -24 -25 -27 -19 -29 -30 right_child=1 10 3 5 -6 -7 -8 -9 -10 -11 -12 12 13 16 15 -17 -18 22 19 -21 21 -23 24 25 -26 26 -28 28 29 -31 leaf_value=0.017142506338046308 0.030167936957497275 0.025412696949765563 -0.0010860575664277906 -0.0035527739898579868 0.013038927775805296 -0.038824135529850069 0.033816645952421856 0.006477577630154178 0.0020045813494672252 -0.032235685170300364 -9.455653623914454e-05 0.002346768936982008 0.0057284978867795404 0.015480367810877272 -0.029477127537226575 -0.0031253080199692383 0.0028072539203735569 -0.0081821660228760702 -0.0080411473567432983 0.00013077636441734481 0.0039158310847651201 -0.0054469396443467925 0.0034881411413242528 0.030013339450897323 -0.0040644070452075746 -0.001868675913000198 0.011184153578077239 0.00053471029882800334 -0.037718141897833395 -0.00089845865555157904 leaf_weight=9.8285876363515836 21.482209975831211 50.06553702428937 270.51230123639107 820.59740254282951 189.84360644221306 14.668927326798437 17.858258247375488 1395.8690194562078 660.46436783671379 40.935471594333649 302866.54370478913 1424.9837131500244 4794.9467644765973 102.62630854547024 59.579306021332741 1416.7953347563744 2989.8376415222883 1291.3286049515009 1062.7485475540161 2569.3942776173353 602.99072809517384 629.0443316847086 1904.3430023789406 53.561971172690392 1379.2701497673988 519.01623567938805 222.23454686999321 835.00773596763611 68.185777425765991 96.006569191813469 leaf_count=58 3882 2134 1152 3521 805 73 75 5978 2813 189 1287570 6342 23300 601 311 6506 16104 5661 4712 11949 2679 2825 8229 307 5871 2331 1021 3639 280 400 internal_value=-4.52238e-06 -3.07741e-05 0.00248943 -0.000532504 0.00473887 -0.003377 -0.00275684 0.00437318 0.000243042 -0.0226754 -3.27705e-05 0.000815043 0.000759122 0.00143955 0.00339381 -0.00418874 0.000144202 -0.00108611 -0.000943011 -0.00190677 -0.00418814 -0.000864551 -0.00135306 -0.00312908 0.00031572 0.00392949 0.0020447 -0.0055784 -0.00221338 -0.0161889 internal_weight=328381 324960 3420.58 1313.48 460.356 853.125 838.456 2107.1 711.228 50.7641 324939 22072 22021.9 15732.7 6271.32 1476.37 9461.42 6471.58 6289.16 4864.18 2294.78 1232.04 6368.95 3085.34 3283.61 794.813 741.251 2290.53 999.2 164.192 internal_count=1411318 1396654 14664 5626 1957 3669 3596 9038 3060 247 1392772 105202 103068 74561 30117 6817 44444 28340 28507 22165 10216 5504 27739 13639 14100 3659 3352 9980 4319 680 is_linear=0 shrinkage=0.03 Tree=163 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 0 0 2 0 0 1 0 0 0 0 1 1 0 2 2 0 1 3 1 2 3 1 0 0 1 split_gain=22.4817 21.1209 20.3592 20.5981 23.2703 19.9969 25.6139 19.1445 30.2035 19.1601 22.7966 17.8902 36.8611 24.2303 22.9886 44.1121 17.8099 32.5877 26.6854 41.717 116.296 40.7619 32.4339 30.138 20.8425 23.9461 19.7206 55.7226 47.6989 41.6874 threshold=112.33882141113283 1.0000000180025095e-35 50.500000000000007 67.829120635986342 54.500000000000007 78.500000000000014 77.500000000000014 67.829120635986342 25.500000000000004 10.500000000000002 1.0000000180025095e-35 13.500000000000002 15.500000000000002 21.500000000000004 40.500000000000007 -1.4999999999999998 -3.4999999999999996 1.5000000000000002 1637.6347656250002 4805.4782714843759 50.500000000000007 -25.499999999999996 5.0659999847412118 -31.499999999999996 210.22515869140628 2.9229999780654912 -6.4999999999999991 42.500000000000007 37.500000000000007 -21.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 4 -4 6 -5 8 9 10 -1 -9 -13 -14 15 -15 17 -3 24 20 -20 -22 23 -21 -19 -26 27 -25 -28 -29 right_child=1 16 3 5 -6 -7 -8 11 -10 -11 -12 12 13 14 -16 -17 -18 18 19 22 21 -23 -24 26 25 -27 28 29 -30 -31 leaf_value=0.031762057242071061 0.03016294614541477 0.025261016156216742 -0.0010535490038213881 -0.0034473101439042152 0.012648749145032865 -0.038294682746389586 0.03294784746925794 0.032722362893365865 0.001944344806820238 -0.041917657777555455 -0.025677885099249429 -0.040466855412419497 0.03265275215742338 0.019453665864776259 0.0097919146814557587 -0.001443716943888604 -9.1719856225480877e-05 0.0022780025293390113 0.0055697349945463253 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internal_value=-4.3749e-06 -2.98392e-05 0.00241542 -0.000516856 0.00459703 -0.00327805 -0.00267519 0.00424282 0.000235689 -0.0221422 -0.00485168 0.0062839 0.00584756 0.00636924 0.00575817 0.00189271 -3.17767e-05 0.000791181 0.00073685 0.00139763 0.0032968 -0.00405623 0.000140089 -0.00105331 -0.000914387 -0.00184842 -0.0013121 -0.00303374 0.000306317 0.00381911 internal_weight=328367 324948 3419.52 1312.87 460.323 852.545 838.115 2106.66 710.93 50.432 26.9065 1395.73 1373.07 1357.77 1326.92 677.596 324927 22060.4 22011.5 15720.6 6262.6 1478.76 9457.98 6471.63 6290.94 4866.97 6369.85 3086.48 3283.36 793.393 internal_count=1411318 1396654 14664 5626 1957 3669 3596 9038 3060 247 141 5978 5860 5793 5654 2889 1392772 105202 103068 74561 30117 6817 44444 28340 28507 22165 27739 13639 14100 3659 is_linear=0 shrinkage=0.03 Tree=164 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 0 0 2 0 0 1 2 2 3 0 2 3 0 2 2 2 1 2 1 0 2 0 0 3 1 split_gain=21.1682 20.4921 19.1772 19.3888 21.8987 19.1968 24.1998 18.0362 28.6941 18.0848 21.7656 17.4718 37.7576 69.8104 117.126 89.8626 82.9876 66.4305 61.2491 72.9787 52.657 69.2864 51.3866 58.7692 45.2657 127.428 138.221 95.1691 97.8849 113.395 threshold=112.33882141113283 1.0000000180025095e-35 50.500000000000007 67.829120635986342 54.500000000000007 78.500000000000014 77.500000000000014 67.829120635986342 25.500000000000004 10.500000000000002 1.0000000180025095e-35 922.17691040039074 3673.091186523438 2.0774999856948857 44.500000000000007 1164.8808593750002 2.7749999761581425 53.500000000000007 1395.3037719726565 2510.8642578125005 1707.8798828125002 -6.4999999999999991 2643.0056152343755 2.5000000000000004 53.500000000000007 52302.683593750007 85.500000000000014 35.500000000000007 1.0619999766349795 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 7 4 -4 6 -5 8 9 10 -1 -3 13 14 20 17 18 -16 -15 -20 -13 -22 -23 -24 27 26 -26 -14 29 -29 right_child=1 11 3 5 -6 -7 -8 -9 -10 -11 -12 12 24 16 15 -17 -18 -19 19 -21 21 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.031400614645390991 0.030158105336063352 -0.00038734987310526457 -0.0010220111988503619 -0.0033449621986379493 0.012271065099113833 -0.037785318467398167 0.032113589009162502 0.0061014971818220192 0.0018859240841166275 -0.040960584007925786 -0.025165795184132814 0.0067013807431278482 8.930529358400212e-05 0.00042248289476819434 -0.0086633533464851309 0.0008058867603683383 0.00028581123020077285 0.004042730118381411 -0.011079330186055707 -0.0011402197151635192 0.012632216659778888 -0.001439689677506243 0.00216459885158767 0.0095296906229937143 0.00079178163410002474 0.005304495674567913 -0.0063117114515078357 0.0029224499890176999 -0.002563479043767219 -0.0071753993174379369 leaf_weight=9.5745981857180613 20.237679468467832 89592.333754826337 270.47593075037003 820.07623317837715 189.80180852115154 14.188665702939032 17.696371451020241 1394.3663373291492 660.52878805994987 23.355530381202698 16.977570325136185 3775.2346898317337 105088.41070372332 1572.0335173606873 1596.3722925633192 22326.938774868846 19943.597466338426 482.18593482673168 1620.7843875065446 1127.3384401500225 583.82639783620834 2817.1214040368795 6178.4633106738329 1157.7898779660463 24770.113394618034 4969.8426827229559 2737.8100817129016 6284.3112697303295 27100.587515026331 1190.4685874283314 leaf_count=60 3882 380011 1152 3521 805 73 75 5978 2813 106 81 15774 460761 6567 7006 91910 87414 2033 6766 4684 3116 11569 25357 4661 102698 21169 11486 28793 115196 5801 internal_value=-4.23366e-06 -2.89349e-05 0.00234468 -0.000501671 0.00445957 -0.00318201 -0.00259597 0.00411923 0.000228655 -0.0217053 -0.00476819 -3.08151e-05 0.000104925 0.000732172 0.00151956 0.000250452 -0.000530765 -0.00571578 -0.00430041 -0.0070021 0.00365382 0.00258229 0.00200441 0.00332694 -0.000125296 0.00088352 8.47848e-05 -0.000359888 -0.00172517 0.00131422 internal_weight=328353 324936 3417.04 1312.24 460.278 851.961 837.773 2104.8 710.436 49.9077 26.5522 324916 235323 63181.7 38917.9 24405.5 24263.8 2078.56 4320.16 2748.12 14512.4 10737.2 10153.4 7336.25 172142 32477.8 27507.9 139664 34575.4 7474.78 internal_count=1411318 1396654 14664 5626 1957 3669 3596 9038 3060 247 141 1392772 1012761 266857 161426 100949 105431 9039 18017 11450 60477 44703 41587 30018 745904 135353 114184 610551 149790 34594 is_linear=0 shrinkage=0.03 Tree=165 num_leaves=31 num_cat=0 split_feature=1 0 1 0 0 2 2 2 0 2 1 1 1 0 2 0 2 2 2 0 0 1 2 0 2 0 0 0 2 2 split_gain=21.0664 19.6555 18.1162 36.4074 18.683 49.216 46.1866 93.43 50.0939 37.9037 27.6961 27.0564 25.5195 63.8151 65.3335 28.0059 26.2962 25.6854 24.541 71.2537 41.8978 28.412 22.5656 20.561 18.6163 33.2009 27.2646 33.4001 32.5051 20.4346 threshold=82.500000000000014 1.0000000180025095e-35 -4.4999999999999991 1.5000000000000002 51.500000000000007 25057.239257812504 4805.4782714843759 1864.7654418945315 16.500000000000004 224.80538177490237 -35.499999999999993 -10.499999999999998 -7.4999999999999991 37.500000000000007 7700.5261230468759 44.500000000000007 43957.078125000007 99995.847656250015 8796.4672851562518 34.500000000000007 33.500000000000007 -10.499999999999998 16543.466796875004 11.500000000000002 134.73744964599612 49.500000000000007 65.500000000000014 78.500000000000014 112.33882141113283 169.44351196289065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 6 -6 7 9 22 -5 -10 -7 17 16 15 -15 -14 18 20 -20 -12 -22 -8 -24 25 -4 28 -28 -27 -26 right_child=-2 2 24 4 5 11 8 -9 10 -11 12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 23 -25 29 26 27 -29 -30 -31 leaf_value=0.030153424726114621 -0.020544626750874279 0.029289719773960089 0.004135384884714423 0.0049600772364362285 -0.0027104069727945873 0.023246372220949062 0.0078403078873211605 0.0065290710075916495 0.017370365937904253 -0.0019927732707408722 0.00436664768912622 0.0043076114694018302 0.0049812258597610242 -0.033903009653326474 -0.0026211415175157369 -0.0045939999172775539 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167 871 304 4617 1430 226 446 7245 1492 36971 5322 1592 151 831 1271006 internal_value=1.48293e-05 1.76384e-05 1.58501e-05 0.000985689 0.000915378 -0.00126476 0.00138497 0.00300487 -0.000513945 -0.000266983 -0.00247927 0.00926163 -0.00278872 -0.0002886 -0.00895704 -0.0259471 0.00317268 -0.00508777 -0.00573248 -0.00785727 -0.000551908 -0.0136884 0.0031736 0.00116146 -3.53696e-05 0.00190643 -0.00115349 0.00570793 -0.00309041 -6.30459e-05 internal_weight=328291 328246 328227 16464.9 16424.1 2910.75 13513.4 7292.46 6220.93 3781.62 4058.11 351.48 3995.82 1914.2 546.228 148.369 1367.98 2081.61 2006.51 1422.91 583.6 158.984 2162.82 1511.23 311762 4381.07 1846.36 406.469 1439.9 307381 internal_count=1411164 1410842 1406993 80314 78477 13438 65039 35177 29862 17658 17698 1681 17309 8204 2251 606 5953 9105 8801 6047 2754 672 12164 8737 1326679 18702 7896 1743 6153 1307977 is_linear=0 shrinkage=0.03 Tree=166 num_leaves=31 num_cat=0 split_feature=1 0 1 0 0 2 2 2 0 2 1 1 1 0 2 0 2 2 2 0 0 1 2 0 0 0 2 2 0 0 split_gain=20.0278 19.0723 17.067 35.3175 17.5938 46.4248 43.5177 88.2678 47.1734 35.6969 26.2562 25.9159 23.9782 60.0087 61.2251 26.1796 24.766 24.1609 23.0275 66.8759 39.3547 26.566 21.3484 19.3517 18.3598 27.5676 52.6876 17.517 31.4347 28.2884 threshold=82.500000000000014 1.0000000180025095e-35 -4.4999999999999991 1.5000000000000002 51.500000000000007 25057.239257812504 4805.4782714843759 1864.7654418945315 16.500000000000004 224.80538177490237 -35.499999999999993 -10.499999999999998 -7.4999999999999991 37.500000000000007 7700.5261230468759 44.500000000000007 43957.078125000007 99995.847656250015 8796.4672851562518 34.500000000000007 33.500000000000007 -10.499999999999998 16543.466796875004 11.500000000000002 28.500000000000004 44.500000000000007 2680.677124023438 134.73744964599612 50.500000000000007 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 6 -6 7 9 22 -5 -10 -7 17 16 15 -15 -14 18 20 -20 -12 -22 -8 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830.10946591943502 61.680403843522072 2845.064045406878 423.83178627490997 259.12988664209843 1148.8966765850782 108.47361047565937 398.02589425444603 40.303962886333466 217.5315665602684 75.07267652451992 1089.6223548799753 334.97664545476437 52.434670001268387 106.95105484127998 1165.0209935232997 344.72259774804115 1878.9407418891788 543.27056989073753 248.62601222097874 307379.33812329173 1281.9050416648388 406.46038202941418 leaf_count=3849 322 1837 11475 4292 11757 480 3427 4289 389 13366 2082 1201 5082 439 1645 167 871 304 4617 1430 226 446 7245 1492 9350 2715 1165 1307977 5484 1743 internal_value=1.43956e-05 1.71209e-05 1.53853e-05 0.000957129 0.000888783 -0.00122623 0.00134497 0.00291864 -0.000498625 -0.000258891 -0.00240481 0.00902081 -0.00270462 -0.000279914 -0.00867881 -0.0250982 0.00308107 -0.00493183 -0.0055566 -0.00761226 -0.000535338 -0.0132433 0.00308406 0.0011278 0.00635138 0.00756255 0.00286773 -3.43097e-05 0.00184939 -0.00135969 internal_weight=328275 328230 328211 16451.3 16411.6 2911.76 13499.8 7283.07 6216.77 3782.13 4057.8 350.079 3996.12 1913.23 546.803 148.778 1366.43 2082.89 2007.82 1424.6 583.218 159.386 2158.97 1509.74 3500.95 2670.84 791.897 311760 4380.58 1688.37 internal_count=1411164 1410842 1406993 80314 78477 13438 65039 35177 29862 17658 17698 1681 17309 8204 2251 606 5953 9105 8801 6047 2754 672 12164 8737 17519 13230 3880 1326679 18702 7227 is_linear=0 shrinkage=0.03 Tree=167 num_leaves=31 num_cat=0 split_feature=1 0 1 3 2 0 1 2 0 2 0 2 2 2 2 2 0 1 1 2 2 2 0 2 2 2 3 3 1 1 split_gain=19.0389 18.5064 16.4658 36.6407 75.4001 110.717 66.0958 39.2536 64.5784 38.2852 34.576 32.9641 30.2754 28.4076 24.1934 23.8421 36.5507 30.1606 23.7774 23.3272 24.8276 21.6697 22.5283 21.1436 41.0393 32.2239 43.4847 28.3516 26.9235 20.5108 threshold=82.500000000000014 1.0000000180025095e-35 5.5000000000000009 2.0774999856948857 5006.9262695312509 46.500000000000007 32.500000000000007 1338.8272094726565 48.500000000000007 33967.421875000007 54.500000000000007 2343.383422851563 112.33882141113283 9188.5839843750018 224.80538177490237 2554.751831054688 53.500000000000007 20.500000000000004 7.5000000000000009 79162.558593750015 36363.248046875007 9416.2739257812518 37.500000000000007 5216.6582031250009 1338.8272094726565 6704.7329101562509 3.2575000524520878 2.279500007629395 10.500000000000002 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 7 6 9 10 11 18 -4 -9 -5 29 -12 16 -10 -17 -6 20 -15 -20 -23 24 -14 26 -25 -26 -29 -7 right_child=-2 2 3 12 5 13 -8 8 15 -11 14 -13 23 19 -16 17 -18 -19 21 -21 -22 22 -24 25 27 -27 -28 28 -30 -31 leaf_value=0.030144445545172833 -0.019728096159247099 6.1840663764040426e-05 -0.0054019144377835445 0.046579904967847897 -0.0088278012703837585 -0.004091662691023519 0.010440045156170124 -0.0026142639210014074 0.006051594439620769 0.00030683229727866338 -0.0047194468946404984 0.0068337317473626388 0.0027222188665471528 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11096 66 1250 862 425 1735 2276 598 1152 7082 5572 2220 1561 4806 1357 1290 1311 51 379 1145 1224 1770 1144 13611 507 2368 1923 144 internal_value=1.39765e-05 1.66206e-05 1.49362e-05 -0.000947732 -0.00217925 -0.00699656 -0.0123728 -0.000607542 0.0011312 -0.0143119 -0.00361416 0.00493704 0.000808392 0.00140967 0.00341552 -0.00243546 0.00137553 -0.00498284 -0.0162136 0.00453062 0.00532829 -0.0188554 -0.0153764 0.000713678 -0.00154778 0.00205523 0.00867596 -0.00525158 -0.00764235 -0.00811528 internal_weight=328260 328216 328197 15247.9 8962.69 2204.83 1344.77 6757.86 4281.72 1239.43 2476.14 2071.4 6285.26 860.058 502.041 2210.32 885.528 1324.79 1096.75 647.8 635.326 807.807 538.066 6272.28 2335.43 3936.84 566.428 1250.63 976.946 212.258 internal_count=1411164 1410842 1406993 68925 41964 9609 5953 32355 18546 5528 13809 8817 26961 3656 2713 9729 3633 6096 4930 2650 2599 3680 2369 26895 11007 15888 2277 5435 4291 1006 is_linear=0 shrinkage=0.03 Tree=168 num_leaves=31 num_cat=0 split_feature=1 0 1 3 3 0 1 2 1 2 0 0 2 2 2 2 2 0 0 2 1 3 2 0 1 2 0 2 0 2 split_gain=18.5159 17.9585 16.3681 56.2592 42.8068 22.6344 24.652 23.5709 21.0972 26.9745 62.4111 37.1503 39.833 31.8547 20.248 18.1749 18.1736 17.0983 16.4694 54.2726 15.0913 33.4278 71.2178 104.778 62.4984 37.0016 60.7369 36.3725 32.627 30.9714 threshold=93.500000000000014 1.0000000180025095e-35 -8.4999999999999982 1.532000005245209 7.7119998931884775 49.500000000000007 -36.499999999999993 3152.5231933593755 -30.499999999999996 8430.8989257812518 35.500000000000007 19.500000000000004 94494.871093750015 15066.298339843752 1707.8798828125002 6261.4145507812509 17918.074218750004 1.5000000000000002 28.500000000000004 10857.155761718752 5.5000000000000009 2.0774999856948857 5006.9262695312509 46.500000000000007 32.500000000000007 1338.8272094726565 48.500000000000007 33967.421875000007 54.500000000000007 2343.383422851563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 8 7 -7 14 -5 -10 11 13 18 -11 -3 -9 -12 -6 -13 -20 -4 22 25 24 27 28 29 -24 -22 -27 right_child=-2 2 20 4 17 6 -8 15 9 10 16 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030140157784620206 -0.030500558861113303 0.0065597038542215807 2.8539732786693083e-05 0.0074161727233747771 0.030679974631129061 -0.027811118076358055 0.0031842949301629326 -0.005702641840126331 -5.3019282587906331e-06 0.0088882614255695064 -0.0025241253741032578 -0.016101763223811783 0.014884997432571627 -0.0067866257092376965 0.016613862791675055 0.009284082729728119 0.015794554339310249 0.0048788911306823337 -0.043813627231044289 -0.00038499922733499812 -0.0052549732891241756 0.00073404142161280137 -0.015809148551472682 0.0013681701012078764 0.010130215207978972 -0.0025370460551142446 -0.0023649740358126781 0.00029760922153516581 0.003307949116828269 0.0066216897668391018 leaf_weight=17.808914847206324 17.896262675523758 345.14322149753571 306093.89360713027 221.61611126363277 23.713428204879165 23.721018373966217 873.71664793789387 147.37903136014938 2239.2675884515047 179.40611432492733 73.219524934887886 542.09043791890144 47.979943543672562 333.74521106481552 377.39213920384645 143.97470296919346 145.79450006783009 918.13892940431833 30.020195290446281 188.61960050463676 1968.5022550299764 6310.8396098650992 1091.1708865910769 859.51087132096291 105.31385347247124 415.64040592312813 2208.0454011559486 142.68242290616035 502.75698290765285 1657.2991384714842 leaf_count=3849 196 1683 1302072 1352 1200 126 4281 722 11003 908 326 2288 195 1432 2057 616 706 6188 135 778 11096 27087 4930 3656 425 1735 9729 598 2713 7082 internal_value=1.35473e-05 1.5211e-05 1.35764e-05 0.00146414 -0.000225765 0.00583504 0.00236503 0.0089065 -0.00158009 -0.0021075 -0.00516252 -0.00762012 -0.0116263 -0.00130643 0.0118112 0.00170316 0.00967036 0.0055285 -0.0132984 -0.00634794 -1.73659e-05 -0.000938062 -0.00211698 -0.00680646 -0.0120531 -0.000589979 0.00109733 -0.0139466 -0.00351292 0.00478529 internal_weight=328246 328228 328211 6854.94 4943.61 1911.33 897.438 1013.89 4001.76 3780.14 1540.88 1321.86 808.71 513.151 722.535 291.354 219.014 941.852 760.73 218.64 321356 15261.8 8950.92 2198.68 1339.17 6752.24 4280.98 1233.85 2471.26 2072.94 internal_count=1411164 1410968 1407119 35996 26511 9485 4407 5078 19123 17771 6768 5736 3396 2340 3740 1338 1032 7388 3201 913 1371123 69051 41964 9609 5953 32355 18546 5528 13809 8817 is_linear=0 shrinkage=0.03 Tree=169 num_leaves=31 num_cat=0 split_feature=1 0 1 3 2 2 3 0 0 1 3 2 2 2 2 2 0 0 2 2 2 3 0 0 2 0 2 3 0 3 split_gain=17.8093 17.4258 15.7636 54.4293 93.7857 22.7997 31.8401 32.4148 21.4492 21.0822 21.0513 27.9987 99.338 28.0846 129.354 20.4058 65.0493 44.3951 52.9157 87.7132 41.7396 288.138 123.75 107.544 113.33 102.99 86.2075 63.3723 62.9117 38.8009 threshold=93.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 74.000000000000014 99995.847656250015 134.73744964599612 1.469500005245209 50.500000000000007 13.500000000000002 -5.4999999999999991 74.000000000000014 16543.466796875004 17466.614257812504 28492.581054687504 30553.010742187504 36363.248046875007 81.500000000000014 3.5000000000000004 6559.7421875000009 3211.014770507813 79162.558593750015 40.666500091552741 61.500000000000007 4.5000000000000009 99995.847656250015 17.500000000000004 89440.765625000015 1.7404999732971194 2.5000000000000004 1.3535000085830691 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 9 6 7 -3 -8 -5 15 -12 -13 -14 -15 16 17 18 19 -4 21 25 23 24 26 -17 -22 29 -26 -27 right_child=-2 2 10 4 -6 -7 8 -9 -10 -11 11 12 13 14 -16 20 -18 -19 -20 -21 22 -23 -24 -25 28 27 -28 -29 -30 -31 leaf_value=0.030135996340943792 -0.030234687546057973 0.0037537152506496407 -0.022933515079447679 0.030957500337571234 0.021086381513675138 0.00015769323672785741 0.033296974159690809 -0.0070565650115270266 0.006404233448169332 -0.0098747214437297538 -0.015620236065725299 0.096938545596637241 -0.023500882107215772 0.097521350969782705 -0.0048684756382739352 0.006174344199902428 -0.0038861987982584589 -0.00014221452675745885 -0.010600911485922402 0.010117971857630083 0.0042373698310439146 -0.023470116321734291 0.0064627850370121949 -0.004180973970519951 0.0078495808680480519 -0.00027328679489677657 -0.014689604348149378 -0.0011462346674674395 -0.00036275567141691087 0.0115684883399579 leaf_weight=17.284931796137244 17.517763882875443 666.10743300616741 93.237956330180168 12.25466714799404 285.90570679120719 154931.40833716094 27.436225429177284 399.27563451230526 984.21941322088242 159.49788673222065 185.1023758649826 9.1167091280221921 51.969262316823006 11.817216470837591 184.17655098810792 4789.3649167567492 4421.2346486598253 140619.99329763651 773.49636994302273 321.2540775090456 350.06406968832016 386.45243072509766 1938.600135743618 6584.2848959416151 1992.8000428527594 406.96834753453732 568.00852820277214 4946.4121286720037 1450.6961657553911 641.68400806188583 leaf_count=3849 196 2845 409 413 11401 664978 161 1655 4182 3098 1624 78 461 77 1374 19960 18706 592548 3371 1359 1410 1665 7893 26585 8543 1646 2330 19913 5838 2596 internal_value=1.3144e-05 1.47585e-05 1.31721e-05 0.000229664 0.0105605 0.000199551 0.00332183 -0.000297674 0.00713357 -0.00696131 -0.000186505 -0.00672378 -0.000318155 -0.00389393 0.001305 -0.000169529 -0.000302727 -0.000191003 -0.00596605 0.0026832 0.000640166 0.00198225 -0.000523425 -0.00176074 0.00189288 0.00289431 -0.00747269 0.00027395 0.00438984 0.00697285 internal_weight=328228 328210 328193 157466 457.658 157008 2077.04 1065.38 1011.66 171.753 170727 442.182 257.08 247.963 195.994 170285 146229 141808 1187.99 414.492 24055.3 11170.9 12884.5 10945.9 4361.57 10784.4 918.073 5995.06 3443.5 1048.65 internal_count=1411164 1410968 1407119 688733 14912 673821 8843 4500 4343 3511 718386 3614 1990 1912 1451 714772 616393 597687 5139 1768 98379 45780 52599 44706 18121 44115 3740 24155 14381 4242 is_linear=0 shrinkage=0.03 Tree=170 num_leaves=31 num_cat=0 split_feature=1 2 0 1 0 2 0 1 2 0 2 2 2 2 0 1 2 0 1 1 3 0 0 0 2 0 2 0 0 2 split_gain=17.5611 23.0319 22.6169 17.3625 16.9457 12.9438 38.5639 49.0426 55.6735 44.256 30.9161 32.6132 24.9417 20.1128 32.8409 23.7836 22.9136 23.1709 30.9818 24.2646 22.3441 21.2111 21.153 44.0039 76.1021 92.4894 52.9557 91.9311 47.4806 38.9042 threshold=-14.499999999999998 202.10085296630862 2.5000000000000004 93.500000000000014 1.0000000180025095e-35 440.65109252929693 21.500000000000004 1.0000000180025095e-35 87.470542907714858 13.500000000000002 282.07974243164068 112.33882141113283 177.03444671630862 134.73744964599612 50.500000000000007 9.5000000000000018 67.829120635986342 62.500000000000007 1.0000000180025095e-35 -2.4999999999999996 1.469500005245209 23.500000000000004 48.500000000000007 60.500000000000007 276.59585571289068 66.500000000000014 215.8664245605469 54.500000000000007 73.500000000000014 417.75494384765631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -2 6 7 12 -9 -10 11 -11 -6 14 21 22 -16 -18 19 -19 -17 -8 -15 26 -25 -26 -24 29 -27 -28 right_child=3 2 -4 -5 5 -7 13 8 9 10 -12 -13 -14 15 16 20 17 18 -20 -21 -22 -23 23 24 25 28 27 -29 -30 -31 leaf_value=0.015579919248039663 0.030131810172943682 0.019021406044617672 0.0014002876136403179 -0.031236613116036222 0.023626172196530449 0.00010606293559747246 -0.02363979987274863 -0.031929943312207082 -0.011021225015376146 0.040557408905422962 0.010757732198598609 -0.0029252916549510929 0.0065592271376104716 -0.001048238226579015 0.0040227179580884778 -0.010027490157365745 -0.0070465631611140124 -0.01750855541654198 -0.0059215268892197177 0.012446909360095409 -0.00062971719933141879 0.0038186066472900614 0.00030294867314005638 -0.0055614251795422891 0.0074902838512704338 -0.004151744190033421 -0.0042810544708471263 0.0093733387017845039 0.0045466822980940779 0.031431332068031108 leaf_weight=114.80811880528927 16.815551641397178 67.280618954449892 2556.3948225006461 15.998612411320208 83.040761113166809 264302.8985965196 25.568501114845276 50.37202325463295 234.94617506861687 16.10937836766243 332.36945806443691 427.20224769413471 1070.9068973213434 34219.533337011933 454.4182897657156 471.28990302234888 781.33299587666988 27.490493953227997 261.56680382788181 212.14083743095398 440.53189869225025 2600.2558958679438 9651.7132347226143 2770.5153343528509 1303.103818193078 2332.1984044760466 777.83768035471439 1622.4865328669548 745.2512226998806 28.458156928420067 leaf_count=585 3862 1498 13964 194 411 1132349 111 232 1009 69 1402 1857 4871 143316 1932 2981 3370 118 1158 870 2530 11055 40654 11715 5437 9769 3260 6669 3121 118 internal_value=3.53475e-05 0.00242768 0.00185216 1.52065e-05 1.67437e-05 1.51867e-05 -0.000378948 0.00350694 -0.00114851 0.000385711 0.00384076 -0.00134519 0.0077874 -0.000525512 0.0014343 -0.000682792 -0.00176598 -0.00381699 0.00121769 0.00901042 -0.00548711 0.00355124 -0.000600835 0.000195249 -0.00166991 0.000791303 0.00129933 0.00525886 -0.00204529 -0.00302059 internal_weight=328015 2738.48 2623.68 325276 325260 325244 60940.6 2214.95 1061 1010.63 775.681 443.312 1153.95 58725.7 4362.77 54362.9 1736.95 1282.53 501.198 239.631 911.822 2625.82 53451.1 19231.6 7151.07 4380.55 12080.5 2428.78 3077.45 806.296 internal_count=1410487 16047 15462 1394440 1394246 1390384 258035 9851 4569 4337 3328 1926 5282 248184 18614 229570 7448 5516 2146 988 5511 11166 224059 80743 30042 18327 50701 10047 12890 3378 is_linear=0 shrinkage=0.03 Tree=171 num_leaves=31 num_cat=0 split_feature=1 0 1 2 0 2 0 0 0 1 2 0 2 0 2 2 0 1 2 0 2 0 1 0 2 0 0 2 2 2 split_gain=16.7436 16.6082 16.5202 21.8804 21.5526 12.2379 37.1301 26.2281 23.8117 41.972 56.6854 34.7604 20.8909 19.6906 21.9789 32.8188 19.674 93.2267 64.6833 50.2539 38.1856 39.4889 32.8323 26.1978 22.1548 30.2023 37.1052 74.069 42.4843 85.1791 threshold=93.500000000000014 1.0000000180025095e-35 -14.499999999999998 202.10085296630862 2.5000000000000004 558.56738281250011 88.500000000000014 69.500000000000014 18.500000000000004 1.0000000180025095e-35 87.470542907714858 13.500000000000002 282.07974243164068 11.500000000000002 317.43702697753912 409.80384826660162 23.500000000000004 1.0000000180025095e-35 455.77806091308599 46.500000000000007 496.29238891601568 54.500000000000007 5.5000000000000009 48.500000000000007 145.14741516113284 48.500000000000007 38.500000000000007 342.01971435546881 207.08887481689456 169.44351196289065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -5 6 7 8 9 -4 -11 13 -13 14 -12 -16 17 -10 24 -20 23 -22 -19 -21 -18 26 28 -28 29 -26 right_child=-2 2 5 4 -6 -7 -8 -9 16 10 11 12 -14 -15 15 -17 18 22 19 20 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.030128033484055353 -0.031005648410910278 0.015223208389897496 0.0074023970276877295 0.01871753811496225 0.0013591583894439366 0.00011303529545320735 0.025173244458563393 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524.178347915411 15328.050721153617 13972.501188643277 839.98066660761833 18850.173432707787 572.70371696352959 leaf_count=3902 194 585 4704 1458 13964 1084748 223 16729 13317 196 191 646 1561 627 127 628 27342 12138 9390 233 2904 757 612 1897 2217 64784 59394 3592 79000 2427 internal_value=3.42872e-05 3.57674e-05 3.42529e-05 0.00235618 0.00179656 1.47283e-05 -0.000329758 -0.000347905 -0.000210046 0.00308872 -0.00148625 0.000120647 0.00510333 -0.00695618 -0.00130953 -0.00602736 -0.000305312 -0.00191535 -0.000139384 0.00376769 -0.000779865 -0.00462317 -0.00576611 0.0058024 -0.000387357 -0.000599926 -0.00108912 -0.00222656 -0.000244473 0.00549503 internal_weight=327998 327982 327966 2734.79 2620.81 325231 72206.3 72155 68193.4 1914.11 928.919 887.207 520.635 366.571 220.888 176.916 66279.3 6192.47 60086.8 3585.98 1358.51 857.705 2956.69 500.803 56500.8 50087.6 34759.5 14812.5 19947.1 1096.88 internal_count=1410487 1410293 1406391 16007 15422 1390384 305636 305413 288684 8680 3976 3780 2207 1573 946 755 280004 26067 253937 15181 5791 3661 12750 2130 238756 211414 146630 62986 83644 4644 is_linear=0 shrinkage=0.03 Tree=172 num_leaves=31 num_cat=0 split_feature=1 0 1 2 0 0 1 2 2 0 0 1 2 0 2 3 2 1 2 2 0 0 2 0 2 1 0 2 0 2 split_gain=16.1266 16.1164 15.5663 20.7781 21.0321 12.0772 24.4297 22.9468 34.3859 14.8221 13.3459 12.7156 12.3327 46.6105 41.3337 32.0867 26.644 25.5151 33.2275 28.7256 26.5457 24.6843 103.552 48.8709 47.2255 43.5479 36.5401 34.4518 33.8185 56.8293 threshold=93.500000000000014 1.0000000180025095e-35 -14.499999999999998 202.10085296630862 9.5000000000000018 94.500000000000014 74.500000000000014 4076.2145996093755 94494.871093750015 98.500000000000014 97.500000000000014 10.500000000000002 286.97653198242193 60.500000000000007 317.43702697753912 2.6375000476837163 194.10739898681643 1.0000000180025095e-35 186.24382019042972 87.470542907714858 61.500000000000007 48.500000000000007 215.8664245605469 54.500000000000007 134.73744964599612 1.0000000180025095e-35 26.500000000000004 263.64595031738287 54.500000000000007 173.86003112792972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -5 12 7 9 11 -7 -10 -9 13 21 15 -14 17 20 19 -19 -15 24 28 -24 -4 -25 -26 -28 29 -23 right_child=-2 2 5 4 -6 6 -8 8 10 -11 -12 -13 14 16 -16 -17 -18 18 -20 -21 -22 22 23 25 26 -27 27 -29 -30 -31 leaf_value=0.030124232116268745 -0.030777562533442999 0.014873556965038264 0.0032922790126187246 0.0077069127943302602 0.0005319621790155916 0.0084861407545338222 0.034576009688116201 -0.01187581112916512 0.0017299555124085969 -0.018396627153725149 -0.011561945958013837 -0.038169200302287931 0.0021762623584104107 -0.01825591515269849 4.8637016952681631e-05 0.011448447186441892 -0.0050908911122255754 0.0091130666009616897 0.028858706386946358 -0.00825303471044188 0.0069779843892282759 -0.00057359878898886267 -0.00086103569161797482 0.0033576302465946183 0.002788110218240093 0.01462246533577991 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-0.0132033 2.44824e-05 -0.000457791 9.547e-05 0.00290611 -0.00352787 0.000288006 -0.00381508 -0.00526948 0.00507844 -0.000129319 0.000930568 0.00763043 -0.000687109 0.010525 -0.00112092 -0.00149987 -0.000142986 0.0010357 internal_weight=327982 327966 327950 2731.38 2618.2 325219 1009.24 994.116 804.455 189.662 459.144 345.311 324210 41598.6 282611 4631.9 4020.53 1168.3 629.298 602.479 539.003 37578.1 12957.2 1789.47 24620.8 1334.55 22200.6 20238.7 11167.8 7397.05 internal_count=1410487 1410293 1406391 16007 15422 1390384 4442 4370 3515 855 1992 1523 1385942 176481 1209461 19541 17139 4995 2777 2658 2218 159342 54918 7392 104424 5496 94051 85618 47526 31379 is_linear=0 shrinkage=0.03 Tree=173 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 0 1 2 2 3 0 1 2 0 0 1 0 1 2 0 2 0 1 2 3 2 3 1 1 2 split_gain=15.6406 15.5314 14.6681 19.7288 20.3757 11.3748 22.8639 21.6113 32.449 14.0568 12.5759 12.2199 12.0112 38.5878 24.6837 22.3047 21.4409 39.5915 54.186 32.3977 19.6306 19.1867 87.8896 61.722 47.2881 62.9 39.0208 31.2318 30.861 26.2661 threshold=1.0000000180025095e-35 93.500000000000014 -14.499999999999998 202.10085296630862 2.5000000000000004 94.500000000000014 74.500000000000014 4076.2145996093755 94494.871093750015 21.500000000000004 97.500000000000014 10.500000000000002 558.56738281250011 88.500000000000014 68.500000000000014 23.500000000000004 18.500000000000004 1.0000000180025095e-35 87.470542907714858 13.500000000000002 282.07974243164068 23.500000000000004 1.0000000180025095e-35 455.77806091308599 1.1510000228881838 496.29238891601568 1.0619999766349795 1.0000000180025095e-35 5.5000000000000009 472.45382690429693 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 12 7 9 11 -7 -10 -9 13 14 16 -16 17 -4 -19 -20 -21 22 -18 -23 25 26 29 -28 -24 -25 right_child=1 -3 5 4 -6 6 -8 8 10 -11 -12 -13 -14 -15 15 -17 21 18 19 20 -22 23 28 24 -26 -27 27 -29 -30 -31 leaf_value=0.030120546170988135 0.014530801317922119 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41.194753259420395 365.98112310469151 148.82443346083164 372.6355053037405 56011.331192694604 2831.0189461410046 98.234307333827019 2622.4261582791805 558.66645336151123 48.260796889662743 62.152514845132828 122.04848028719425 168.42156776785851 leaf_count=3902 585 194 4704 1458 13964 355 72 1446 1580 500 412 77 1080310 219 18820 62 13317 196 1573 646 1561 236720 12138 415 11032 2419 197 276 612 725 internal_value=3.22586e-05 3.08322e-05 3.22258e-05 0.00222295 0.00169408 1.38506e-05 -0.00316738 -0.00372668 -0.00587639 0.00538307 -0.000652508 -0.0128334 2.37457e-05 -0.000317431 -0.000335761 -0.00249444 -0.000193104 0.00294006 -0.00150033 6.09911e-05 0.00486305 -0.000284122 -0.00187411 -0.000118962 0.00371241 -0.00207734 0.00739017 0.0223878 -0.00561611 0.00118014 internal_weight=327971 327956 327941 2727.81 2615.43 325213 1008.43 993.204 803.577 189.627 458.956 344.621 324205 72189.7 72139.3 4471.82 67667.5 1910.22 928.636 887.441 521.46 65757.3 6187.77 59569.5 3558.16 935.736 377.069 110.413 2953.07 266.656 internal_count=1410487 1406585 1406391 16007 15422 1390384 4442 4370 3515 855 1992 1523 1385942 305632 305413 18882 286531 8680 3976 3780 2207 277851 26067 251784 15064 4032 1613 473 12750 1140 is_linear=0 shrinkage=0.03 Tree=174 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 0 1 2 2 0 0 1 2 0 0 0 1 2 0 2 0 2 2 2 0 2 1 2 3 2 split_gain=15.1775 14.96 13.8203 18.7308 19.5763 10.7122 21.41 20.3528 30.6225 13.9767 11.8503 11.7514 11.3033 36.3515 23.3226 20.3116 37.3748 51.756 30.5024 18.6681 18.6402 20.4092 31.277 18.4358 18.3289 80.0649 53.9307 48.0371 42.5429 31.7575 threshold=1.0000000180025095e-35 93.500000000000014 -14.499999999999998 202.10085296630862 9.5000000000000018 94.500000000000014 74.500000000000014 4076.2145996093755 94494.871093750015 98.500000000000014 97.500000000000014 10.500000000000002 558.56738281250011 88.500000000000014 69.500000000000014 18.500000000000004 1.0000000180025095e-35 87.470542907714858 13.500000000000002 173.86003112792972 11.500000000000002 317.43702697753912 409.80384826660162 282.07974243164068 26.500000000000004 409.80384826660162 1.0000000180025095e-35 358.41200256347662 1.8989999890327456 496.29238891601568 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 12 7 9 11 -7 -10 -9 13 14 15 16 19 -18 20 -4 21 -19 -23 -20 26 -26 27 -17 29 -27 right_child=1 -3 5 4 -6 6 -8 8 10 -11 -12 -13 -14 -15 -16 24 17 18 23 -21 -22 22 -24 -25 25 28 -28 -29 -30 -31 leaf_value=0.030116969352480785 0.014194788373843078 -0.030329154384155555 0.023597752558486146 0.0074242375858818623 0.00047820889288376924 0.00806239523927723 0.032124773617840316 -0.011208297310130844 0.0016282212510985296 -0.01810886217354428 -0.010913109844613158 -0.036766159243258968 0.00011783226273046818 0.025181359805786029 -0.0025643046742550206 0.0069968022866494211 -0.034571060271555196 0.01714336963347611 -0.0042220028875314102 0.0059155007707691271 -0.014950312237422722 -0.033938014278261701 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0.002159 0.00164492 1.34307e-05 -0.00307488 -0.00361812 -0.00570664 0.00521978 -0.000633233 -0.0124742 2.30302e-05 -0.00030797 -0.000325752 -0.000195753 0.00285696 -0.00145699 5.89917e-05 0.00694629 -0.00658951 -0.00109722 -0.00566428 0.00471268 -0.000283595 -6.15716e-05 -0.00140485 0.000572462 0.00391018 0.00138551 internal_weight=327955 327940 327925 2724.57 2612.96 325201 1007.7 992.381 802.693 189.688 458.771 343.923 324193 72179.4 72129.1 68170.3 1906.75 927.89 887.27 978.858 365.334 220.491 176.34 521.936 66263.5 55311.2 10952.3 5818.83 4219.47 2478.51 internal_count=1410487 1406585 1406391 16007 15422 1390384 4442 4370 3515 855 1992 1523 1385942 305632 305413 288684 8680 3976 3780 4704 1573 946 755 2207 280004 233924 46080 23919 17823 10507 is_linear=0 shrinkage=0.03 Tree=175 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 0 2 0 2 0 0 0 0 0 2 2 2 0 1 0 0 1 2 2 3 0 1 0 3 split_gain=16.4076 15.7386 69.9918 122.349 29.3299 223.574 50.949 46.1881 55.0132 64.0465 45.5651 38.302 30.1551 54.2795 30.0458 124.671 84.907 43.8011 105.214 48.2286 58.3647 42.4163 61.8445 48.1644 41.0413 115.931 77.3348 39.447 85.6971 36.0228 threshold=98.500000000000014 6.5000000000000009 31791.298828125004 5975.3146972656259 99995.847656250015 58.500000000000007 80.500000000000014 55938.710937500007 91.500000000000014 75297.019531250015 92.500000000000014 64.500000000000014 37.500000000000007 17.500000000000004 17.500000000000004 13264.737792968752 1707.8798828125002 9644.7543945312518 14.500000000000002 1.5000000000000002 12.500000000000002 14.500000000000002 1.0000000180025095e-35 922.17691040039074 9644.7543945312518 1.6674999594688418 51.500000000000007 -9.4999999999999982 36.500000000000007 3.653500080108643 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 12 14 -8 -9 -10 -11 -7 13 -6 15 16 21 19 -19 20 -18 22 -3 -23 -16 26 -26 28 -27 -29 right_child=-2 4 -4 -5 5 11 7 8 9 10 -12 -13 -14 -15 24 -17 17 18 -20 -21 -22 23 -24 -25 25 27 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1858.0524759888649 194178.83667180687 17113.029293887317 5307.5302450582385 2404.1855944693089 3316.7566598281264 1813.4567741453648 3899.9931167587638 4576.2677852734923 4210.8677879869938 763.25876893103123 8605.7132930904627 743.65517065674067 5297.5099262595177 21587.21026353538 87.461399808526039 5236.7053703963757 leaf_count=23545 378 22126 89850 21564 21820 547 37109 3509 297 160 262 9794 1140 7544 819752 71541 23112 10134 13745 7619 16392 19818 18005 3323 35106 3133 21814 87353 451 21147 internal_value=-7.86517e-06 -5.40707e-06 0.000722911 -0.00155907 -6.46423e-05 -0.00166718 -1.03927e-05 -0.00213239 0.00397568 -0.0116487 0.00395661 0.00627723 -0.00421472 -0.00384423 6.31841e-05 0.000746395 -0.000388261 -0.00183715 0.000292647 -0.00294271 -0.00206198 0.00131312 4.69508e-05 0.0034278 -7.62545e-05 -0.000931893 0.00130282 -0.00205537 -0.00849219 -0.00185593 internal_weight=328373 328329 24695 8119.4 303634 9942.14 293691 9842.01 1000.89 168.644 98.4791 2414.05 7528.09 7251.97 283849 48112.3 30999.3 16741.9 5720.94 11021 9207.52 14257.3 8917.81 5339.53 235737 41558.3 13903.2 27655 831.117 26823.9 internal_count=1412090 1411712 134959 45109 1276753 40845 1235908 41337 4228 719 422 10341 30504 29364 1194571 205815 134274 71002 23879 47123 39504 63272 40131 23141 988756 169004 56920 112084 3584 108500 is_linear=0 shrinkage=0.03 Tree=176 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 0 2 0 2 0 0 0 0 0 2 2 2 0 1 0 0 1 2 2 3 0 1 0 2 split_gain=15.585 14.8134 65.8792 115.089 27.6104 210.512 47.9466 43.4802 51.8045 60.1043 43.1095 36.319 28.4048 51.1032 28.28 117.349 79.9075 41.218 98.99 45.5134 54.8813 39.9142 58.2363 45.4035 38.6166 109.079 72.8077 37.083 80.8117 35.4237 threshold=98.500000000000014 6.5000000000000009 31791.298828125004 5975.3146972656259 99995.847656250015 58.500000000000007 80.500000000000014 55938.710937500007 91.500000000000014 75297.019531250015 92.500000000000014 64.500000000000014 37.500000000000007 17.500000000000004 17.500000000000004 13264.737792968752 1707.8798828125002 9644.7543945312518 14.500000000000002 1.5000000000000002 12.500000000000002 14.500000000000002 1.0000000180025095e-35 922.17691040039074 9644.7543945312518 1.6674999594688418 51.500000000000007 -9.4999999999999982 36.500000000000007 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 12 14 -8 -9 -10 -11 -7 13 -6 15 16 21 19 -19 20 -18 22 -3 -23 -16 26 -26 28 -27 -24 right_child=-2 4 -4 -5 5 11 7 8 9 10 -12 -13 -14 -15 24 -17 17 18 -20 -21 -22 23 29 -25 25 27 -28 -29 -30 -31 leaf_value=0.0021217278533849004 -0.017919749913622333 0.0023398100228428603 0.0017863776757389119 -0.0050227732351145176 -0.0052084676076445445 0.021616515009714378 -0.002739429722235774 0.0069374746213245863 -0.032482515754920227 0.029379071304123643 -0.011611133212503125 0.0052229141461022418 -0.013536868590865093 0.00056055686928569944 0.00010366332719870953 0.0027187546341256646 -1.4102191029815731e-05 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13745 7619 16392 19818 114 3323 35106 3133 21814 108500 451 17891 internal_value=-7.62455e-06 -5.23961e-06 0.000701467 -0.00151229 -6.27031e-05 -0.00161795 -1.00771e-05 -0.00206882 0.00386144 -0.0113007 0.00384598 0.00609641 -0.00408944 -0.00372989 6.12962e-05 0.000724257 -0.000376725 -0.00178214 0.0002839 -0.00285468 -0.00199974 0.00127451 4.55841e-05 0.003326 -7.39649e-05 -0.000903967 0.001264 -0.00199363 -0.00823312 -0.00251822 internal_weight=328339 328296 24686.9 8119.38 303609 9937.16 293671 9839.95 999.674 168.604 98.3067 2411.14 7526.02 7250.09 283831 48096.1 30989.6 16740.9 5720.8 11020.1 9209.19 14248.7 8910.77 5337.92 235735 41556.2 13900.4 27655.8 831.5 4208.15 internal_count=1412090 1411712 134959 45109 1276753 40845 1235908 41337 4228 719 422 10341 30504 29364 1194571 205815 134274 71002 23879 47123 39504 63272 40131 23141 988756 169004 56920 112084 3584 18005 is_linear=0 shrinkage=0.03 Tree=177 num_leaves=31 num_cat=0 split_feature=0 0 1 2 1 2 3 3 2 0 2 0 2 1 2 0 1 1 3 2 2 2 3 2 0 2 0 1 1 1 split_gain=14.8015 14.5517 14.1936 27.7051 40.8768 23.1013 86.9772 72.4853 65.4877 30.5939 43.9969 59.7237 26.309 27.4966 25.4878 30.926 23.4198 16.7216 16.6236 45.1632 60.5484 80.3235 90.2777 34.0257 32.3067 28.9163 38.0637 25.0683 41.3696 24.4694 threshold=98.500000000000014 1.0000000180025095e-35 1.5000000000000002 1637.6347656250002 47.500000000000007 3527.054809570313 2.0774999856948857 1.1054999828338625 5975.3146972656259 54.500000000000007 3325.9851074218755 59.500000000000007 2343.383422851563 4.5000000000000009 2343.383422851563 39.500000000000007 2.5000000000000004 6.5000000000000009 1.8989999890327456 37774.541015625007 4706.8647460937509 11873.722656250002 1.532000005245209 7510.0949707031259 46.500000000000007 72035.476562500015 58.500000000000007 28.500000000000004 9.5000000000000018 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 9 8 -7 14 12 -12 13 -11 -5 -16 -17 -13 19 20 -9 22 23 29 27 -21 -27 28 -23 -22 right_child=-2 2 3 5 -6 7 -8 18 -10 10 11 17 -14 -15 15 16 -18 -19 -20 25 21 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030113037291984453 -0.017542718497777911 8.9599821122351598e-05 -0.0014031594174223391 0.0012647671126243697 0.041487519925144899 -0.010521199638552407 -0.0047962786085917076 0.0015381921693635751 0.00060580258986106777 0.010418021445539702 0.030365097255142644 0.0071505740096674091 -0.0036620923655030372 -0.0054507355712315152 0.00039594864660401444 0.003433926130241953 0.0091700917350075514 -0.013634807810664024 0.00040716382039978537 0.0093420117035593626 -0.0073885597896758814 -0.0021113211299794003 -0.01810100826054634 -0.00082674670270628027 0.0030988382660667316 -0.025139036373117929 0.019766348329232353 0.011917473292722068 -0.016017049022162094 -0.024393987970944629 leaf_weight=14.437141906470059 43.317507967352867 265395.24209316447 19260.611699081957 2268.1208990812302 20.019106417894363 1159.6173533499241 1738.6200131326914 3191.2046888917685 807.55918726325035 274.40418186783791 94.095845595002174 102.2443088889122 1565.6817540973425 153.1054697483778 863.35574193298817 1053.3745740056038 1634.7179348766804 52.834382891654968 22938.171386063099 523.8138906955719 563.85315541923046 1252.3600823581219 588.04158699512482 972.20336101949215 1290.885701790452 51.602050825953484 25.326706185936928 91.669157385826111 227.52881644666195 88.044963166117668 leaf_count=3862 378 1138488 88759 9175 88 6249 7420 14035 3417 1101 378 410 6336 628 3467 4219 6593 217 93093 2128 2587 5100 2423 4156 5206 216 104 369 1019 469 internal_value=-7.39209e-06 -5.07813e-06 -6.4028e-06 -0.000411771 -0.00135863 7.20848e-06 0.0012895 -0.00036491 -0.00595338 0.00260194 -0.000375278 0.0115098 -0.00186107 0.00473489 0.00374911 0.00533573 0.00692228 6.91187e-05 -1.92538e-05 -0.00112242 -0.00169963 -0.00373577 -0.0080292 -0.00438248 -0.000417742 0.00681967 -0.0103552 -0.00330628 -0.00424929 -0.0096853 internal_weight=328306 328263 328248 62853.1 19280.6 43572.4 9800.56 33771.9 1967.18 8061.94 2242.37 249.175 1993.19 427.51 5819.57 3551.45 2688.09 155.079 31804.7 8866.53 8265.79 5074.59 2212.14 1624.1 2862.44 600.743 76.9288 1571.56 1479.89 651.898 internal_count=1412090 1411712 1407850 269362 88847 180515 39944 140571 9666 32524 9070 1005 8065 1729 23454 14279 10812 627 130905 37812 35364 21329 9635 7212 11694 2448 320 6488 6119 3056 is_linear=0 shrinkage=0.03 Tree=178 num_leaves=31 num_cat=0 split_feature=0 0 1 2 1 2 3 3 2 0 2 0 2 1 2 0 1 0 3 2 2 2 3 0 2 1 2 0 1 1 split_gain=14.122 14.0534 13.3609 26.0795 38.0419 21.741 81.881 68.4294 62.1018 28.7766 41.3957 56.1257 24.7587 25.8621 23.9743 29.0855 22.0142 16.5554 16.2988 42.5217 60.6821 70.6703 85.1997 34.3192 32.1976 23.5094 23.5062 35.9534 22.4995 34.0465 threshold=1.0000000180025095e-35 98.500000000000014 1.5000000000000002 1637.6347656250002 47.500000000000007 3527.054809570313 2.0774999856948857 1.1054999828338625 5975.3146972656259 54.500000000000007 3325.9851074218755 59.500000000000007 2343.383422851563 4.5000000000000009 2343.383422851563 39.500000000000007 2.5000000000000004 2.5000000000000004 1.8989999890327456 33967.421875000007 4706.8647460937509 11873.722656250002 1.532000005245209 46.500000000000007 7510.0949707031259 11.500000000000002 72035.476562500015 58.500000000000007 28.500000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 -4 6 9 8 -7 14 12 -12 13 -11 -5 -16 -17 -9 19 20 -19 22 24 28 25 -22 -21 -28 29 -23 right_child=1 -3 3 5 -6 7 -8 17 -10 10 11 -13 -14 -15 15 16 -18 18 -20 26 21 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030109683991059486 8.6912311644123428e-05 -0.017171290615379489 -0.0013617128010108088 0.0012267071287799494 0.039780463238978506 -0.010259162471104958 -0.0046578610282157545 -0.021563942796771939 0.00058757319529760348 0.010101165908255541 0.029431466865752039 6.6933763421141873e-05 -0.0035532760078386145 -0.0052914354448157334 0.00038406445424698528 0.0033307884668074281 0.0088917057045723308 0.0014915630932721307 0.00042568247603017229 0.0074333256540253028 -0.0071837777092842387 -0.0014988242544392613 -0.017598771460185493 0.0031852627402704108 -0.00080207971341439215 -0.023937187021861674 -0.024481774036122478 0.019236783178978319 0.010995404046137563 -0.011735763697892776 leaf_weight=14.011996873654423 265393.74985716492 42.93276147544384 19251.583543077111 2268.333713516593 20.248202085494995 1153.6506282836199 1736.6089894175529 32.065721645951271 807.63423512876034 274.5195799022913 94.167128816246986 155.01677970588207 1565.2275812625885 152.98516075313091 863.36860437691212 1053.4120471924543 1635.3122092336416 3192.2228249460459 22906.435520716012 687.34539377689362 562.54875983297825 980.8369528055191 586.69900810718536 1210.6615195125341 972.04167917370796 87.048609539866447 51.400851279497147 25.244458273053169 89.131908372044563 416.58741365373135 leaf_count=3862 1138488 378 88759 9175 88 6249 7420 141 3417 1101 378 627 6336 628 3467 4219 6593 14035 92952 2791 2587 3958 2423 4882 4156 469 216 104 359 1832 internal_value=-7.17921e-06 -8.46473e-06 -6.21979e-06 -0.000399595 -0.00131849 6.93661e-06 0.00125098 -0.000354135 -0.0057926 0.00252373 -0.000364142 0.0111639 -0.00180568 0.00459283 0.00363609 0.00517469 0.006713 -1.87172e-05 3.02983e-06 -0.00108947 -0.00172777 -0.00382271 -0.00780214 -0.000564566 -0.00425778 -0.0094288 0.00567612 -0.0100823 -0.00361845 -0.00455057 internal_weight=328283 328269 328226 62832.3 19271.8 43560.5 9798.95 33761.6 1961.28 8062.34 2241.92 249.184 1992.73 427.505 5820.43 3552.09 2688.72 31800.3 31768.2 8861.77 8097.78 4905.56 2208.34 2697.22 1621.64 649.597 763.991 76.6453 1486.56 1397.42 internal_count=1412090 1408228 1407850 269362 88847 180515 39944 140571 9666 32524 9070 1005 8065 1729 23454 14279 10812 130905 130764 37812 34701 20666 9635 11031 7212 3056 3111 320 6149 5790 is_linear=0 shrinkage=0.03 Tree=179 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 2 0 2 0 0 0 2 2 2 0 1 0 0 1 2 2 3 0 1 0 1 3 2 2 split_gain=13.791 61.8963 108.269 27.171 191.888 46.9275 40.4929 50.5457 54.8186 41.6908 34.6417 26.436 109.561 75.3601 38.3682 93.1219 41.6878 51.6082 37.6319 54.4017 42.8214 36.9579 102.208 66.5886 34.891 76.215 34.5567 34.327 279.296 210.653 threshold=6.5000000000000009 31791.298828125004 5975.3146972656259 99995.847656250015 58.500000000000007 80.500000000000014 55938.710937500007 91.500000000000014 84255.890625000015 93.500000000000014 64.500000000000014 17.500000000000004 13264.737792968752 1707.8798828125002 9644.7543945312518 14.500000000000002 1.5000000000000002 12.500000000000002 14.500000000000002 1.0000000180025095e-35 922.17691040039074 9644.7543945312518 1.6674999594688418 51.500000000000007 -9.4999999999999982 36.500000000000007 -31.499999999999996 1.6674999594688418 4805.4782714843759 3991.455688476563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 11 -7 -8 -9 -10 -6 12 13 18 16 -16 17 -15 19 -2 -20 27 23 -23 25 26 -24 28 -13 -29 right_child=3 -3 -4 4 10 6 7 8 9 -11 -12 21 -14 14 15 -17 -18 -19 20 -21 -22 22 24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.0020557427286624981 0.0022665361978316486 0.0017270604603332759 -0.0048745066835251443 -0.0039695395863908467 0.02094218527491146 -0.002689914045730912 0.0067300476152954737 -0.023039362788839928 0.035501545093480281 -0.017520633122854661 0.004889635236893947 0.00019654945247937227 0.0026292160159335672 -1.8974651409760749e-05 -0.0042256711894556815 0.0035277936672977505 -0.0069283510422513753 -0.0045633420988570863 0.0021376942137383398 -0.0024309097074369404 0.0098215546290780862 -0.00041187200958168189 0.025648450584566964 0.0038650098374593367 -0.0017493292796795052 0.018759011410092903 -0.012206911912820813 -0.0004059632258733694 -0.0055588826305815542 0.0026530036920600717 leaf_weight=3987.0198290105909 4698.0982487425208 16558.878434301354 4130.9127988684922 7523.7970166504383 127.71895475685596 8863.7225542142987 829.86287440359592 114.73209378123283 32.031859710812569 22.879579201340675 2296.8530515357852 88812.685484968126 17099.687434278429 5307.4488917663693 2406.4201994687319 3314.1194350868464 1807.0111059546471 3903.1638839170337 4574.268273666501 4204.7118147164583 761.39656539261341 8603.3945705890656 22.374230600893497 5291.3873581886292 26822.705813720822 85.970253989100456 723.44709214568138 68214.43998426944 8297.3619920164347 28821.578351356089 leaf_count=23545 22126 89850 21564 30504 547 37256 3509 490 139 99 10016 379876 71541 23112 10134 13745 7619 16392 19818 18005 3323 35106 120 21814 108500 451 3013 286658 35104 118114 internal_value=-6.97228e-06 0.000675059 -0.0014708 -6.24113e-05 -0.00160434 -1.01708e-05 -0.00204443 0.00367979 -0.0112414 0.0134092 0.00573523 6.05352e-05 0.000701663 -0.000362382 -0.00172713 0.000266197 -0.0027621 -0.00194473 0.00124196 4.79775e-05 0.00323418 -7.02399e-05 -0.000882289 0.00121684 -0.00193698 -0.00798815 -0.0110713 0.000103547 -0.000295211 0.000502609 internal_weight=328260 24676.8 8117.93 303583 9948.37 293635 9863.23 999.506 169.644 54.9114 2424.57 283772 48076.3 30976.6 16738.2 5720.54 11017.6 9210.61 14238.5 8902.81 5335.66 235695 41549.3 13894.8 27654.5 831.792 745.821 194146 97110 97036 internal_count=1412090 134959 45109 1277131 41067 1236064 41493 4237 728 238 10563 1194571 205815 134274 71002 23879 47123 39504 63272 40131 23141 988756 169004 56920 112084 3584 3133 819752 414980 404772 is_linear=0 shrinkage=0.03 Tree=180 num_leaves=31 num_cat=0 split_feature=1 1 2 2 3 3 2 1 1 2 1 0 2 0 2 0 0 0 2 0 2 0 2 0 2 0 0 2 1 2 split_gain=16.3408 13.9782 16.8991 34.8019 29.8225 16.7061 26.6475 24.0467 19.0569 27.0242 38.7505 34.9168 26.3294 45.9748 18.8969 25.0705 21.2492 17.7699 33.0214 13.6872 13.3729 13.2851 20.2928 12.6868 12.2006 60.3103 32.0535 46.985 40.3894 38.1367 threshold=-52.499999999999993 4.5000000000000009 210.22515869140628 142.00050354003909 2.5095000267028813 12.393000125885012 99995.847656250015 5.5000000000000009 24.500000000000004 2152.199340820313 43.500000000000007 40.500000000000007 32790.857421875007 74.500000000000014 269.37811279296881 44.500000000000007 32.500000000000007 60.500000000000007 234.47260284423831 1.0000000180025095e-35 4246.3449707031259 54.500000000000007 619.68685913085949 53.500000000000007 68532.378906250015 58.500000000000007 23.500000000000004 6860.8740234375009 11.500000000000002 37774.541015625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 19 3 4 23 8 7 -7 14 10 21 -11 13 -13 15 16 -4 18 -17 -2 -9 -10 -23 -3 26 -26 27 -16 29 -29 right_child=1 2 5 -5 -6 6 -8 20 9 11 -12 12 -14 -15 24 17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.014486468957927916 0.030106187953550724 0.0074702954089691251 0.021337088417331219 -0.0062003544823309841 0.051997356180219827 -0.0012779320766446777 0.0024931800548846786 -0.0015836355194800544 -0.016355685941897916 0.011683186297246066 0.020046207453950003 0.0026932958572324439 0.014985912665306739 -0.013903928031829027 -0.0027947589810277274 0.007065127444936016 -0.0025978006739125585 0.0020429630648865298 0.035882406548222272 2.1565988116292742e-05 -0.02758423926006863 0.033378177095807544 -0.012882123581670096 -0.0096122863452201019 -0.0093589676720578305 0.010775690653225733 -0.0014966697455379785 0.004740023678413776 0.013508725102373012 -0.010584235658245641 leaf_weight=69.847073526121676 13.610911495052276 184.55200511217117 36.680113330483437 1144.9521041959524 12.179576277732847 76.679717965424061 147.95469044521451 21.795829355716705 156.95437660813332 390.60380338132381 39.547519668936729 874.47525142133236 114.5408556163311 181.35907433927059 1050.6530304253101 93.465425342321396 371.35462260246277 105.07207879424095 57.992759123444557 308883.25639443845 97.191408529877663 13.247517257928846 23.987473234534264 49.655589431524277 580.35677152872086 174.0407459884882 11301.998845048249 1051.7967408150434 408.37441937625408 169.74766373634338 leaf_count=1056 3874 988 183 6531 61 321 734 107 746 1577 165 3601 476 740 4812 458 2034 577 270 1320678 421 62 109 266 2361 705 50510 4218 1638 681 internal_value=-2.25132e-05 -2.56045e-05 -0.000816905 -0.00399935 0.00622865 -0.00056446 -0.00711417 -0.0143788 -0.000433581 0.00249202 -0.00702136 0.00391653 0.00132446 -0.000157584 -0.000774497 0.00417396 -0.000446184 0.0115227 0.0180992 2.28916e-05 -0.0228215 -0.0125338 0.00357643 0.00384853 -0.000997648 -0.00471387 -0.000797148 0.00215222 0.00534107 0.00261054 internal_weight=327898 327828 18931.2 1391.34 246.387 17539.9 343.622 195.667 17196.2 1794.72 233.737 1560.98 1170.38 1055.83 15401.5 664.565 408.035 256.53 151.458 308897 118.987 194.189 37.235 234.208 14737 754.398 13982.6 2680.57 1629.92 1221.54 internal_count=1410960 1409904 85352 7846 1315 77506 1583 849 75923 7476 1082 6394 4817 4341 68447 3522 2217 1305 728 1324552 528 917 171 1254 64925 3066 61859 11349 6537 4899 is_linear=0 shrinkage=0.03 Tree=181 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 3 3 2 1 1 2 1 0 2 0 2 0 0 2 0 2 1 1 0 0 2 2 0 2 2 split_gain=15.5545 13.3234 13.1206 15.9788 33.6692 27.2949 15.7194 25.1682 22.8096 17.9959 25.4654 37.9297 32.8758 24.8395 43.2876 15.5186 21.9981 20.9319 16.2449 25.4829 12.7124 11.9767 24.6829 11.9278 11.8987 18.4413 11.7303 16.1819 25.2757 46.3733 threshold=-52.499999999999993 1.0000000180025095e-35 4.5000000000000009 207.08887481689456 142.00050354003909 2.5095000267028813 12.393000125885012 99995.847656250015 5.5000000000000009 24.500000000000004 2152.199340820313 43.500000000000007 40.500000000000007 32790.857421875007 74.500000000000014 269.37811279296881 44.500000000000007 32.500000000000007 249.24568176269534 63.500000000000007 4246.3449707031259 93.500000000000014 71.500000000000014 53.500000000000007 54.500000000000007 521.58471679687511 2871.6833496093755 49.500000000000007 10120.596191406252 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 5 23 9 8 -8 15 11 24 -12 14 26 16 17 -5 -18 -20 -10 22 -9 -4 -11 -26 -14 28 29 -28 right_child=1 2 3 6 -6 -7 7 21 20 10 12 -13 13 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.014213988690091687 0.030103039973349024 2.0919053521872021e-05 0.0072195628848343131 0.020593932664505484 -0.0062523376381646671 0.049296529906678092 -0.0012396915630546559 0.0006958016458313989 -0.0015371278886333222 -0.015950686165736389 0.011339152097655066 0.019841852917309222 0.0087557295862733496 0.014571985972606396 -0.013497756314465099 -0.00096811366416892823 0.0063649778415320914 -0.0027150078484244333 0.038206640318496514 -0.0035693843668490564 -0.026907037428977366 -0.023986298836794227 0.042179294009541103 -0.0093686687158148815 0.035636838427074248 -0.010549926479178887 0.00068909063273760944 0.0039523961012019769 0.0092810525054945574 -0.033109412768010528 leaf_weight=69.062460793182254 13.210008901543913 308883.0247083772 185.22217851877213 37.95789760351181 1080.16953805089 12.457048192620276 76.67377794533968 119.51181599497795 21.781850352883339 156.12411816418171 390.38454328477383 39.852355405688286 211.94016996026039 114.26485519111156 181.21419155597687 14731.110756866634 228.31308998167515 400.82021410763264 38.812749847769737 19.868290171027184 96.656563945114613 13.998313456773756 14.472068250179289 49.421993777155876 10.941434755921362 26.929970756173134 91.749587044119835 442.60305254161358 67.495147749781609 60.71144263446331 leaf_count=1056 3874 1320678 988 188 6198 61 321 490 107 746 1577 166 850 476 740 64925 1171 2204 180 108 421 182 62 266 51 123 381 1803 274 293 internal_value=-2.18432e-05 -2.48423e-05 -2.60564e-05 -0.000792906 -0.00396701 0.00602301 -0.000553458 -0.00691199 -0.0139882 -0.000426998 0.00241696 -0.00681526 0.00380057 0.00128519 -0.000152903 -0.00075712 0.00352544 -0.000698594 0.00998346 0.0240621 -0.0222413 0.00241793 0.00517658 0.00372566 -0.0122914 0.0027939 0.00261242 0.000647296 -0.00600333 -0.0127698 internal_weight=327887 327818 327804 18921.5 1327.27 247.101 17594.2 343.094 195.112 17251.1 1794.21 233.848 1560.36 1169.98 1055.71 15456.9 725.772 438.778 286.994 58.681 118.438 147.982 133.984 234.644 193.996 37.8714 874.499 662.559 219.956 152.461 internal_count=1410960 1409904 1406030 85352 7513 1315 77839 1583 849 76256 7480 1086 6394 4817 4341 68776 3851 2392 1459 288 528 734 552 1254 920 174 3601 2751 948 674 is_linear=0 shrinkage=0.03 Tree=182 num_leaves=31 num_cat=0 split_feature=1 0 0 1 0 2 0 2 2 3 2 3 2 2 1 0 3 2 2 2 2 3 0 2 0 0 0 2 1 2 split_gain=14.8035 12.9277 12.5052 12.1426 17.424 42.1512 39.705 52.6791 24.0493 19.5439 33.5668 28.1869 39.1154 26.7207 54.7177 23.8832 20.3774 40.9586 19.9738 17.7251 34.8675 71.1311 83.773 33.3147 71.8962 35.3927 49.1353 60.5676 45.3698 44.6642 threshold=-52.499999999999993 1.0000000180025095e-35 98.500000000000014 2.5000000000000004 5.5000000000000009 45473.716796875007 6.5000000000000009 25918.428710937504 36363.248046875007 8.545499801635744 18421.471679687504 12.393000125885012 4076.2145996093755 32790.857421875007 13.500000000000002 9.5000000000000018 12.393000125885012 26764.801757812504 84255.890625000015 2152.199340820313 3673.091186523438 2.9229999780654912 52.500000000000007 3673.103149414063 49.500000000000007 51.500000000000007 34.500000000000007 72035.476562500015 17.500000000000004 4605.4538574218759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 5 -5 7 -6 -9 19 11 -11 -13 14 16 -15 -12 -18 -17 -8 21 22 -21 24 -22 26 27 28 -25 -28 right_child=1 2 -4 4 6 -7 9 8 -10 10 13 12 -14 15 -16 18 17 -19 -20 20 23 -23 -24 25 -26 -27 29 -29 -30 -31 leaf_value=0.013944157532908504 0.030099982718798317 4.0177697102205318e-05 -0.016867704868489861 -0.014394348548359075 -0.01044859959507604 0.0069643105544165921 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5976.1478340029716 943.7331323325634 3556.4708637744188 570.00208903849125 788.96686789393425 571.13569644093513 2841.9433401972055 leaf_count=1056 3874 1250890 357 1015 312 519 56286 404 368 2079 1182 341 277 921 158 338 190 297 1047 10868 5655 1369 7135 24015 5003 14408 2552 3199 2308 12537 internal_value=-2.11938e-05 -2.41035e-05 -2.52817e-05 -2.32432e-05 -0.000548984 -0.00703976 -0.000480507 0.01114 0.0195017 -0.000568586 -0.00377945 -0.00927674 0.00262885 -0.000399841 0.00503159 -0.00479679 0.00809522 -0.00233959 0.000395484 -0.00041049 0.000107099 0.00236977 0.00334771 -0.000545764 -0.00399896 -1.91004e-05 -0.000877484 0.000505809 0.00145205 -0.00385179 internal_weight=327877 327809 327796 327757 35281.7 368.332 34913.3 262.639 189.314 34650.7 1626.06 619.073 138.836 1006.99 450.499 556.49 414.877 119.797 327.738 33024.6 21243.3 4756.92 4441.3 16486.3 2181.67 14304.7 10748.2 7336.25 6547.28 3411.95 internal_count=1410960 1409904 1406030 1405673 154783 1534 153249 1084 772 152165 6830 2697 618 4133 1827 2306 1669 487 1385 145335 89049 19372 18003 69677 10658 59019 44611 29522 26323 15089 is_linear=0 shrinkage=0.03 Tree=183 num_leaves=31 num_cat=0 split_feature=1 0 1 3 2 3 2 2 1 2 2 2 3 2 3 3 2 0 2 2 1 2 0 1 0 0 1 2 3 0 split_gain=14.0862 12.5437 12.2432 51.0772 71.8564 22.9755 30.6276 64.1095 31.4012 23.8505 27.4604 23.2672 58.0886 37.0409 92.606 50.1466 80.9909 40.7324 69.1242 31.4546 30.9463 26.9823 48.8144 40.5918 43.9674 36.9354 29.4189 27.321 85.4447 59.1933 threshold=-52.499999999999993 1.0000000180025095e-35 1.0000000180025095e-35 74.000000000000014 99995.847656250015 1.0205000042915346 3673.091186523438 3673.103149414063 -2.4999999999999996 5975.3146972656259 14106.575683593752 3673.091186523438 12.393000125885012 2428.711791992188 2.0774999856948857 2.9229999780654912 396.72427368164068 56.500000000000007 3093.6569824218755 184.1896667480469 -1.4999999999999998 1921.9818115234377 67.500000000000014 -5.4999999999999991 48.500000000000007 59.500000000000007 -20.499999999999996 937.66867065429699 1.7404999732971194 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 -5 6 -3 8 -8 -9 -11 12 13 15 17 21 19 20 -19 -17 -15 27 23 24 -23 -25 -26 -7 29 -29 right_child=1 2 -4 4 -6 11 7 9 -10 10 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 22 -24 25 26 -27 -28 28 -30 -31 leaf_value=0.013677013287955416 0.030097020184699726 -0.00020431538598855031 -0.00020061193443814143 -0.0049429034124540668 0.01981810066215476 -0.00063777682329420186 -0.0091000198362655438 -0.014494437754626674 0.012235200224011006 0.0070328970904277007 -0.011674626309136885 -0.00028028023802809056 0.0056397071384531325 0.0067348636316341614 -0.003272789831539879 0.016178203722464292 0.0006946657309034425 -0.0074055660566581232 0.0048203042455329873 0.0055716905462861819 0.0026118644182320204 0.012246940448772309 -0.028378372024400259 -0.0046435191467657701 -0.035145751044490345 0.012287684501804888 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8.85949e-05 0.000457179 0.000326237 0.00196728 5.5885e-05 0.00127973 0.00346383 -0.000705341 0.00734564 0.00452744 -0.000515741 -0.00302135 -0.00253403 0.0048891 -0.00394488 -0.00476441 -0.000295339 0.00148121 0.00384096 internal_weight=327858 327791 327778 157264 445.854 156818 2800.26 1353.62 906.716 446.9 324.254 154018 77039.2 75140.7 10628.1 64512.6 20538.9 8267.02 1680.35 1806.75 6586.67 43973.7 3555.34 3488.3 557.106 2931.2 240.963 40418.4 6531.78 4434.42 internal_count=1410960 1409904 1406030 687697 14568 673129 13603 7469 5578 1891 1349 659526 324438 314833 45256 269577 88803 35321 6978 7947 28343 180774 15217 14942 2817 12125 1183 165557 27155 18448 is_linear=0 shrinkage=0.03 Tree=184 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 3 3 2 1 1 2 1 0 2 0 2 0 0 0 2 0 2 2 1 0 0 1 0 3 3 split_gain=13.4011 12.1712 11.9263 14.8123 30.9999 25.0822 14.7845 23.416 20.7765 16.3745 23.5927 34.3712 30.1928 23.3517 40.4992 16.9963 22.0181 18.5117 15.7876 28.598 12.0092 17.9053 11.4001 11.3935 23.6369 12.0651 13.267 11.2237 10.9767 40.1361 threshold=-52.499999999999993 1.0000000180025095e-35 4.5000000000000009 210.22515869140628 142.00050354003909 2.5095000267028813 12.393000125885012 99995.847656250015 5.5000000000000009 24.500000000000004 2152.199340820313 43.500000000000007 40.500000000000007 32790.857421875007 74.500000000000014 269.37811279296881 44.500000000000007 32.500000000000007 60.500000000000007 234.47260284423831 54.500000000000007 619.68685913085949 4246.3449707031259 93.500000000000014 96.500000000000014 6.5000000000000009 5.5000000000000009 53.500000000000007 1.0619999766349795 1.1054999828338625 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 28 4 5 27 9 8 -8 15 11 20 -12 14 -14 16 17 -5 19 -18 -11 -22 -10 24 25 -9 -27 -4 -3 -30 right_child=1 2 3 6 -6 -7 7 23 22 10 12 -13 13 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.013412596113986422 0.030094141321671434 0.0007925731175681801 0.007029786764864555 0.019765475559780421 -0.0058379715492930771 0.046936861968065728 -0.0013832362455496686 0.021542304908528268 -0.0019410988747665307 -0.015516901476210012 0.010875997670277653 0.018799585207775714 0.0025175921038774057 0.014137804129700835 -0.013077128597518133 -0.00092428297156683589 0.0066758297141033202 -0.0024008290218322072 0.0018846731069048922 0.033292860593373004 0.030998694914522222 -0.012232849017156884 -0.025932879716480603 -0.023710462044587356 0.037719915313774798 -0.026911641187825075 0.0012037747402117891 -0.0090910709052234844 -0.0018849976629156365 4.5634733022548656e-05 leaf_weight=66.831311128102243 12.076554864179341 15747.964538156986 185.73035417497158 37.328279718756676 1136.7002229243517 12.702547177672384 76.56896173208952 19.678960010409355 21.905445903539658 155.22304199635983 390.00937750935555 39.743981227278709 873.34379233419895 113.93903636932373 180.92569480836391 14720.821398966014 93.911674067378044 370.05764108896255 105.34880428016186 59.250127732753754 13.525223538279532 23.785613551735878 95.687364675104618 13.741396775469182 17.279473312199116 18.715982228517532 78.294045820832253 49.156087309122086 10034.779234617949 283065.72998619918 leaf_count=1056 3874 68795 988 183 6531 61 321 79 107 746 1577 165 3601 476 740 64925 458 2034 577 270 62 109 421 182 82 75 316 266 43572 1208311 internal_value=-1.993e-05 -2.26689e-05 -2.37786e-05 -0.000755262 -0.00374275 0.0058766 -0.000519202 -0.00669671 -0.0135448 -0.000396254 0.00231903 -0.00660034 0.00364861 0.00123572 -0.000158655 -0.000712221 0.00397578 -0.000369757 0.0108239 0.0169725 -0.0118435 0.00343864 -0.0214636 0.00230497 0.00497342 0.000124268 -0.00422049 0.00365608 2.09925e-05 -2.04637e-05 internal_weight=327831 327764 327752 18903.4 1384.29 247.589 17519.1 341.872 194.162 17177.2 1790.5 232.278 1558.22 1168.21 1054.27 15386.7 665.897 407.386 258.511 153.162 192.534 37.3108 117.593 147.71 133.968 116.689 97.01 234.886 308848 293101 internal_count=1410960 1409904 1406030 85352 7846 1315 77506 1583 849 75923 7476 1082 6394 4817 4341 68447 3522 2217 1305 728 917 171 528 734 552 470 391 1254 1320678 1251883 is_linear=0 shrinkage=0.03 Tree=185 num_leaves=31 num_cat=0 split_feature=0 2 2 3 0 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 2 1 2 2 0 0 2 split_gain=18.5815 14.6317 28.2422 13.832 53.9353 55.0464 153.621 76.2096 54.3908 50.5303 70.8363 68.3398 50.931 42.6759 40.3617 59.2842 39.4379 52.3189 35.1968 31.9151 41.3385 47.4716 42.6754 30.1142 29.1998 61.2488 28.5825 53.4143 28.2378 26.6721 threshold=94.500000000000014 4076.2145996093755 94494.871093750015 1.1980000138282778 49.500000000000007 269.37811279296881 1099.1130981445315 181.1947937011719 94494.871093750015 2817.958129882813 13578.460937500002 2343.383422851563 -3.4999999999999996 151.73783874511722 1443.1333007812502 1209.7733154296877 736.05068969726574 417.75494384765631 -2.4999999999999996 9416.2739257812518 7510.0949707031259 3827.336303710938 22.500000000000004 3673.091186523438 1.0000000180025095e-35 294.42443847656256 496.29238891601568 48.500000000000007 47.500000000000007 302.06753540039068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 7 16 13 -6 11 18 12 -8 -1 15 -14 17 24 -11 20 21 23 -22 28 25 -7 27 -19 -20 -26 right_child=1 2 -4 -5 8 6 9 -9 -10 10 -12 -13 14 -15 -16 -17 -18 26 19 -21 22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=0.0015935841635340271 0.0033968563809774815 -0.012311899074805708 -0.0010534068184923338 9.6398662387764573e-05 0.00051877911863402321 0.0099764308986963392 0.0091829523522134974 0.0063589934650054997 -0.028411253749448442 -0.011290820060384446 0.0038686492732925163 0.0054810921087920022 -0.0017950989146904076 -0.0045744649862961952 -0.0041081755703182695 0.02356183505529454 -0.012623547751792492 0.02650026020200752 -0.0021163126211306959 -0.0089956361163139667 0.0065356257683784136 -0.0074830524966801055 -0.040427673458796339 0.00024740611344415927 -0.024875475994551605 -0.015779642574733237 -0.0034948809687192603 -0.0049124940767198214 -0.018526391223149939 -0.0070110809893223379 leaf_weight=2173.5534058958292 192.48382274806499 346.22809330374002 476.52988868206739 279091.59139295644 26194.298162192106 137.76314359903336 358.12302985787392 1659.8498735427856 58.619354203343391 543.9298010468483 1232.4412655085325 2008.2651291787624 258.55451782047749 1885.1528177559376 2627.0007464140654 122.20396569371223 1334.4717030525208 91.68089172244072 234.31624567508698 768.61167898774147 564.05815172195435 1629.8392670303583 17.96893036365509 2370.0485250800848 198.98870395869017 209.40559160709381 565.60658234357834 103.96115438640118 158.01753427088261 120.92998389899731 leaf_count=9322 873 1548 2196 1198338 115320 554 1739 6928 239 2288 5051 8261 1122 8102 10692 523 6073 400 948 3207 2416 7677 83 10434 1050 842 2496 462 648 596 internal_value=3.16986e-06 -0.00404915 -0.00579114 1.5762e-05 -0.000456758 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55.5569 37.4019 37.9506 35.9125 50.0389 32.958 30.0943 38.904 44.8337 40.5729 29.2471 28.355 28.035 57.6199 26.6356 threshold=94.500000000000014 4076.2145996093755 94494.871093750015 1.1980000138282778 49.500000000000007 269.37811279296881 1099.1130981445315 181.1947937011719 94494.871093750015 2817.958129882813 13578.460937500002 2343.383422851563 -3.4999999999999996 151.73783874511722 1443.1333007812502 1209.7733154296877 844.91958618164074 417.75494384765631 496.29238891601568 48.500000000000007 -2.4999999999999996 9416.2739257812518 7510.0949707031259 3827.336303710938 22.500000000000004 1006.7319946289064 3673.091186523438 1.0000000180025095e-35 294.42443847656256 47.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 7 16 13 -6 11 20 12 -8 -1 15 -14 17 27 19 -19 -11 22 23 26 -24 -18 29 28 -7 -22 right_child=1 2 -4 -5 8 6 9 -9 -10 10 -12 -13 14 -15 -16 -17 25 18 -20 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.001545581340915189 0.0032937717553865394 -0.011967271999997293 -0.0010217694392698519 9.3506994699092824e-05 0.00050321037390158854 0.0096791166594163685 0.0089412922269656719 0.0061671893440384809 -0.027565334228123205 -0.010929027711249721 0.0037512551319703932 0.0053186556866155988 -0.0017417367801648214 -0.0044396542029520175 -0.0039853820441710253 0.022778929926624787 -0.01653109478575622 0.025612173565564618 -0.00488611895466343 -0.0047694877369886413 -0.0020529180537661815 -0.0087386634031059573 0.0063303070536963124 -0.0072748432303824289 -0.039767398087808804 -0.0064827535474964067 0.00023997904072301291 -0.017729037480627631 -0.015302683176041785 -0.017997939485047795 leaf_weight=2173.8245275467634 192.55168430507183 345.52344977110624 476.54603970982134 279090.73364454159 26194.573986873031 137.73539420962334 356.78864882141352 1660.1239193230867 58.605857759714127 545.0602626055479 1232.8729799836874 2007.5227773338556 258.48275800049305 1884.1399708539248 2626.7075556814671 122.60565292835236 716.3140611499548 92.008918076753616 769.54511058330536 103.86736278235912 234.30546173453331 767.49454271793365 564.86980061233044 1626.2466804087162 17.722985997796059 409.86502467095852 2370.0934147238731 317.26210219413042 209.45362989604473 157.7810858041048 leaf_count=9322 873 1548 2196 1198338 115320 554 1739 6928 239 2288 5051 8261 1122 8102 10692 523 3300 400 3402 462 948 3207 2416 7677 83 1867 10434 1646 842 648 internal_value=3.06684e-06 -0.00393021 -0.00562227 1.5282e-05 -0.000443218 -0.00152931 -0.00242277 0.000915199 0.000440552 -0.00108694 -0.00262766 0.00106879 -0.00146695 -0.0012334 -0.00270159 0.00614717 -0.00866974 -0.0057647 -0.00196695 0.00950168 -0.00387924 -0.00320964 -0.00235599 -0.00332298 0.00492797 -0.0128741 -0.000996304 -0.0112827 -0.00539201 -0.00846942 internal_weight=327721 1014.62 822.069 326707 47615.9 21362.7 15644.6 5718.09 26253.2 12888.6 7516.45 5372.11 3364.58 4057.96 3007.8 381.088 2756.05 1629.87 965.421 195.876 6283.57 5738.51 4971.02 4388.43 582.593 1126.18 2762.18 664.451 347.189 392.087 internal_count=1410428 4617 3744 1405811 207473 91914 67562 24352 115559 55089 32752 22337 14076 17424 12337 1645 12473 7306 4264 862 27701 25413 22206 19707 2499 5167 12030 3042 1396 1596 is_linear=0 shrinkage=0.03 Tree=187 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 0 2 2 1 0 0 1 0 0 2 0 0 0 3 1 3 0 0 1 1 0 0 0 2 split_gain=16.4722 12.9781 25.1713 12.6841 28.5409 27.0471 31.3746 24.7154 18.7243 17.0513 16.3535 27.7839 15.6942 15.6452 13.53 19.3523 16.0137 22.261 20.7561 13.4233 27.2409 16.4526 47.0101 15.7346 13.157 12.1956 11.9325 19.982 11.8002 11.391 threshold=94.500000000000014 4076.2145996093755 94494.871093750015 134.73744964599612 50.500000000000007 65.500000000000014 78.500000000000014 67.829120635986342 169.44351196289065 2.5000000000000004 41.500000000000007 32.500000000000007 3.5000000000000004 53.500000000000007 35.500000000000007 67.829120635986342 13.500000000000002 14.500000000000002 20.500000000000004 3.2575000524520878 1.0000000180025095e-35 2.279500007629395 41.500000000000007 36.500000000000007 1.0000000180025095e-35 -4.4999999999999991 25.500000000000004 5.5000000000000009 1.0000000180025095e-35 112.33882141113283 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 12 7 -7 13 9 19 11 -11 14 -6 15 26 -17 -18 -19 21 -21 22 23 -5 -25 -20 27 -1 -10 -9 right_child=1 2 -4 8 5 6 -8 29 28 10 -12 -13 -14 -15 -16 16 17 18 25 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.014594167629602655 0.0031938619115803439 -0.011632281040949304 -0.00099108355953618607 0.0034035476222729283 -0.0018080276421460451 0.0074716580313362313 -0.024474780562308989 -0.0045497087570021705 0.030091344297661349 -0.0011935055169994034 -0.0061954928396731187 0.050173002998614567 0.012926979879103247 0.010433731213567433 0.0044256898399582488 0.02588558261268217 -0.031133980984346242 0.026230124104270891 0.027132307770106088 0.029050963037311587 -0.0069319435694359484 -0.00516144042855752 -0.00094215264405100732 0.013119895183226206 0.035378604889553592 -0.00013139649570746321 -0.0033997320060194908 -0.033309024813200541 3.0472217107145737e-05 -0.012898356449661124 leaf_weight=9.9108722954988462 192.61677569895983 344.82055053859949 476.56150227412581 57.591838449239731 256.1717850714922 392.27478763461113 29.767475888133049 738.97038395702839 11.75292576709762 39.512200951576233 870.16449946165085 12.467479526996611 150.44654792547226 148.38202784955502 1779.6216225475073 23.605441108345985 19.151611641049385 29.594171762466431 15.129543036222456 39.15430523455143 36.668184906244278 783.93911057710648 7104.6844807267189 52.663228690624237 43.759517103433609 615.22634722292423 63.656399205327034 37.453826308250427 313148.47521510441 183.63844013214111 leaf_count=65 873 1548 2196 243 1092 1667 145 3189 3885 196 4603 66 729 629 7522 128 91 132 73 170 159 3286 29544 217 188 2581 270 185 1343954 802 internal_value=2.96742e-06 -0.00381477 -0.00545831 1.4817e-05 0.0015978 -0.00139682 0.00521841 -0.00350049 -7.25726e-06 -0.00135326 -0.00521906 0.0111269 0.00350691 0.002682 0.00296043 -0.000244099 0.00159482 0.000750482 0.00167576 -0.000914159 0.0116494 -0.0010326 -0.000586688 0.0158109 0.0232216 0.000522976 -0.0118835 -0.0232855 3.16004e-05 -0.00621145 internal_weight=327708 1014 821.382 326694 4493 1749.2 422.042 1327.16 322201 9040.6 922.144 51.9797 2743.8 404.554 2593.35 813.728 702.707 679.102 659.95 8118.46 75.8225 8042.64 7258.7 154.015 96.4227 630.356 111.021 47.3647 313160 922.609 internal_count=1410428 4617 3744 1405811 19300 7524 1812 5712 1386511 38672 4865 262 11776 1721 11047 3525 3005 2877 2786 33807 329 33478 30192 648 405 2654 520 250 1347839 3991 is_linear=0 shrinkage=0.03 Tree=188 num_leaves=31 num_cat=0 split_feature=0 2 2 3 0 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 1 1 2 2 2 0 2 0 split_gain=15.5092 12.2232 23.6987 11.9541 48.0574 49.1968 136.972 67.1218 48.2198 44.7727 62.7622 60.5467 45.3125 37.1097 35.7124 52.085 35.6559 47.1481 30.8693 28.7362 51.1354 42.3385 34.479 26.8884 54.2121 26.6999 25.9726 25.129 25.086 46.8985 threshold=94.500000000000014 3673.103149414063 94494.871093750015 1.1980000138282778 49.500000000000007 269.37811279296881 1099.1130981445315 181.1947937011719 94494.871093750015 2817.958129882813 13578.460937500002 2343.383422851563 -3.4999999999999996 151.73783874511722 1443.1333007812502 1209.7733154296877 736.05068969726574 417.75494384765631 -2.4999999999999996 8998.0522460937518 7510.0949707031259 3827.336303710938 22.500000000000004 1.0000000180025095e-35 294.42443847656256 3673.091186523438 302.06753540039068 47.500000000000007 496.29238891601568 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 7 16 13 -6 11 18 12 -8 -1 15 -14 17 23 -11 20 21 25 -22 24 -7 27 -25 -20 29 -19 right_child=1 2 -4 -5 8 6 9 -9 -10 10 -12 -13 14 -15 -16 -17 -18 28 19 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.0014899545808686298 0.0031119020675518271 -0.011286714120789734 -0.00096131997679067013 8.9316795965551266e-05 0.00049537099821629301 0.0093901468215585732 0.0087046099416523554 0.0059803873270274522 -0.026755210126806806 -0.010581122425377433 0.0036365638776045821 0.0051601431016679578 -0.0016908551446158705 -0.0042640383810681739 -0.0038671860178911676 0.022028546820968411 -0.011970077331691684 0.024762678470999933 -0.0019923386610148151 -0.008119519578545259 0.0086131088549380713 -0.0070729860002346576 -0.037482677156941119 -0.024090563558943699 -0.014842928404807608 0.00023186051713393224 -0.0063382219824362658 -0.017487403862406797 -0.0032489749911554016 -0.0046314534256238424 leaf_weight=2173.6374413818121 192.00440794974566 344.79529861360788 476.57631678879261 279087.72600316256 26193.332174420357 137.70190738141537 355.47797849029303 1660.3622325062752 58.571458220481873 546.12289603054523 1233.2866952717304 2006.7713308632374 258.41404436528683 1882.3577288985252 2626.4054380059242 122.96786142885685 1326.5011529475451 92.302353382110596 234.2946784645319 875.56845173239708 458.85770896077156 1622.742686226964 15.084175348281859 195.02700148522854 209.47564305365086 2370.1424566209316 119.69635131955147 157.52788455784321 564.83382484316826 103.77602800726891 leaf_count=9322 870 1551 2196 1198338 115320 554 1739 6928 239 2288 5051 8261 1122 8102 10692 523 6073 400 948 3668 1965 7677 73 1050 842 10434 596 648 2496 462 internal_value=2.87568e-06 -0.00370272 -0.00529571 1.43703e-05 -0.000425044 -0.00148206 -0.00235289 0.000899486 0.000434571 -0.00105569 -0.00255079 0.00103623 -0.0014244 -0.00118043 -0.00262151 0.00595692 -0.00843177 -0.00513298 -0.00376582 -0.00311674 -0.00221519 -0.00322704 0.00714602 -0.0109883 -0.0052313 -0.000967429 -0.0173389 -0.00822196 -3.95727e-05 0.0092056 internal_weight=327702 1013.38 821.372 326689 47601.2 21349.3 15633 5716.36 26251.9 12883.7 7513.63 5370.04 3363.27 4056 3007.79 381.382 2749.31 1422.81 6280.34 5734.22 4858.65 4384.71 473.942 661.901 347.178 2761.97 314.723 391.823 760.912 196.078 internal_count=1410428 4617 3747 1405811 207473 91914 67562 24352 115559 55089 32752 22337 14076 17424 12337 1645 12473 6400 27701 25413 21745 19707 2038 3042 1396 12030 1646 1596 3358 862 is_linear=0 shrinkage=0.03 Tree=189 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 2 0 0 1 1 0 0 2 2 1 0 0 0 3 1 3 0 0 1 0 2 2 0 0 0 split_gain=14.6025 11.7855 26.8132 23.3019 29.6443 23.7912 26.7536 17.4389 19.1632 17.6128 25.9436 18.5108 17.4509 17.3159 16.0643 15.3472 25.4201 12.9489 12.6549 25.8364 15.5924 44.0547 14.715 12.0514 11.7796 11.5149 22.436 11.4506 11.0582 15.4646 threshold=94.500000000000014 134.73744964599612 49.500000000000007 65.500000000000014 78.500000000000014 112.33882141113283 56.500000000000007 40.500000000000007 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 13.500000000000002 87.470542907714858 169.44351196289065 2.5000000000000004 41.500000000000007 32.500000000000007 43.500000000000007 3.2575000524520878 1.0000000180025095e-35 2.279500007629395 41.500000000000007 36.500000000000007 1.0000000180025095e-35 35.500000000000007 4076.2145996093755 94494.871093750015 1.0000000180025095e-35 20.500000000000004 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 5 -5 -4 -7 9 17 11 12 -1 -11 14 18 16 -16 -9 20 -20 21 22 -3 -24 -13 -2 -27 -15 -12 -30 right_child=25 13 3 4 -6 6 -8 8 -10 10 28 24 -14 27 15 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.029680567132550902 0.0030042751520554423 0.0032971605071714719 -0.0014493752290974965 0.0072418729788013784 -0.023910915396715464 -0.017448668745738093 0.01312803593928874 0.010490060767799812 0.021102057466407483 -0.033476280543632414 0.020291715524346717 0.00052175667367427095 0.0076203950206222672 0.030088629476154378 -0.0011609343392494523 -0.0060109625358062725 0.047552407000938594 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29544 217 188 1017 1548 2196 1343954 113 2835 internal_value=2.78186e-06 1.39324e-05 0.00154002 -0.00116057 0.00505954 -0.00293015 -0.0126786 0.00352939 0.00618173 0.00124155 -0.00178022 0.00501914 -0.0229496 -7.34373e-06 -0.00130199 -0.00505981 0.0107308 0.0052167 -0.000876255 0.0113508 -0.000991007 -0.000556967 0.015299 0.0224479 0.00392453 -0.00359397 -0.00514482 3.00184e-05 -0.000350599 -0.00101772 internal_weight=327689 326676 4491.78 1905.31 421.994 1483.31 195.601 2586.47 1197.81 1388.66 771.51 617.147 48.806 322184 9037.11 919.649 52.2483 1125.05 8117.46 75.4752 8041.99 7258.37 154.353 96.7333 590.919 1012.75 820.016 313147 722.704 700.078 internal_count=1410428 1405811 19300 8193 1812 6381 856 11107 5099 6008 3283 2725 235 1386511 38672 4865 262 4750 33807 329 33478 30192 648 405 2559 4617 3744 1347839 3048 2948 is_linear=0 shrinkage=0.03 Tree=190 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 0 2 3 0 0 2 0 0 2 3 0 2 2 2 0 1 2 2 1 2 0 2 2 1 2 split_gain=16.9719 12.8722 140.102 42.7939 24.7696 119.795 277.682 79.0968 57.4233 41.6364 36.7839 131.682 53.7361 165.636 45.5625 68.6445 35.1579 64.8404 35.1246 33.6814 38.954 30.9254 35.391 37.3062 30.3823 30.1916 28.8211 101.197 44.4095 83.8973 threshold=-52.499999999999993 80.500000000000014 64691.324218750007 97.500000000000014 89440.765625000015 2.5000000000000004 99995.847656250015 40.666500091552741 55.500000000000007 49.500000000000007 52302.683593750007 4.5000000000000009 3.5000000000000004 64691.324218750007 2.6375000476837163 57.500000000000007 2817.958129882813 6261.4145507812509 58108.183593750007 15.500000000000002 11.500000000000002 79162.558593750015 72035.476562500015 1.5000000000000002 61082.773437500007 67.500000000000014 58108.183593750007 45473.716796875007 1.0000000180025095e-35 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 7 6 -6 10 9 -7 -2 12 13 18 15 -13 -9 -18 -12 20 -16 22 23 -15 -20 -10 27 -19 29 -29 right_child=1 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71.39526079595089 190.82135225087404 1689.560208722949 885.86933867633343 447.03682139515877 2330.1516296640038 602.42445902526379 260.88251083157957 1127.1773971337825 108.39966975897551 3226.5012367963791 51.029173508286476 37.277992397546768 483.59476332366467 46.981279268860817 113.08351571857929 508.01818741858006 604.97233824618161 19.274666422978044 296.3556469604373 76.662315484136343 leaf_count=1049 1212003 38094 10743 639 3031 57391 24729 295 958 292 932 6811 4593 2403 9588 2523 1987 8201 514 13026 207 192 3077 199 535 2147 3341 265 1443 570 internal_value=2.03891e-05 1.7314e-05 -0.0009613 0.00515992 5.34127e-05 -0.00101951 0.00387879 0.000119108 -0.00222571 -0.00265701 0.000163511 0.00193258 0.00822798 0.00462549 8.92472e-05 0.00365299 -0.00526024 -0.00471553 -0.0114091 -0.00136733 0.00133908 0.0111396 0.0121622 0.00651476 -0.0195367 0.00595777 -0.00644882 -0.00865366 -0.0217771 -0.00403656 internal_weight=328006 327939 11666.5 2611.83 316273 18248.1 3605.67 298025 14642.4 13909.3 295585 10212.7 2313.06 1427.2 7899.67 2291.98 2439.9 2385.32 412.305 5607.68 2381.18 1014.89 977.613 494.018 221.483 733.076 2124.44 1519.47 392.293 95.937 internal_count=1411778 1410729 49476 11382 1361253 88548 27760 1272705 60788 57683 1256603 44600 12445 7852 32155 9334 16102 15807 1981 22821 9795 5871 5679 2602 1049 3105 13820 10479 2278 835 is_linear=0 shrinkage=0.03 Tree=191 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 2 2 0 2 3 0 0 2 0 0 2 3 0 0 1 2 2 2 2 2 0 1 0 2 split_gain=16.1675 12.1155 131.92 40.3396 24.6788 41.2437 33.1518 23.3142 112.866 261.809 74.5226 54.0616 39.5651 34.6655 124.567 51.0376 156.325 42.8904 64.7892 34.0572 33.5846 68.4751 132.715 49.8218 66.3295 32.8282 31.6915 36.7892 31.4568 35.6636 threshold=-52.499999999999993 80.500000000000014 64691.324218750007 97.500000000000014 269.37811279296881 550.44073486328136 431.66661071777349 89440.765625000015 2.5000000000000004 99995.847656250015 40.666500091552741 55.500000000000007 38.500000000000007 52302.683593750007 4.5000000000000009 3.5000000000000004 64691.324218750007 2.6375000476837163 57.500000000000007 21.500000000000004 1.0000000180025095e-35 58108.183593750007 50009.173828125007 2817.958129882813 6409.8125000000009 58108.183593750007 15.500000000000002 11.500000000000002 7.5000000000000009 99995.847656250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 4 -4 -3 6 -6 10 9 -9 13 12 19 -2 15 16 25 18 -16 28 -12 22 23 -22 -25 -15 27 -19 29 -10 right_child=1 2 3 -5 5 -7 -8 8 11 -11 20 -13 -14 14 17 -17 -18 26 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.014889150228159797 9.7195203044836092e-05 -0.020157351613557851 0.0057809114029229699 -0.01307813353991273 0.00092255515477481355 -0.0028432836193343575 0.023757601164891753 -0.013127275908958154 0.011872799712854848 0.0076498574965174959 -0.00039371045397371812 0.0057868212509348061 -0.014405878731535445 -0.0019153538540665183 0.00053624032608115524 0.013690705262078324 0.01086408666518106 0.00074817443004653007 0.012004486320019594 0.0023044322916063583 -0.037009132923324035 0.0023608693680830131 -0.030245759098387007 0.017794180492800165 -0.007578361900905794 -0.018875275182713206 -0.0032637777850113518 0.026540708507478659 -0.004365906223386719 -0.0017309344311825033 leaf_weight=65.798098515719175 285371.57261812431 71.851742923259735 2502.1166379749775 106.42035116441548 148.47738519310951 8740.4342630654573 93.097158208489418 671.05102182365954 178.54861954599619 2925.0355981970206 872.46196561865509 732.1203768402338 249.92232696712017 190.91060131043196 1689.6032056063414 880.7831771299243 1009.5468880683184 2329.9657057821751 601.07806816697121 1276.7341361641884 44.112091988325119 435.73982138931751 264.25645314157009 106.58476333320141 713.38338892906904 222.34848669916391 3226.4715058505535 50.857253357768059 6142.1123315244913 6062.732406578958 leaf_count=1049 1212003 315 10743 639 634 36746 399 3031 769 24729 7880 3105 1031 932 6811 4593 5871 9588 2523 5176 201 1925 1214 451 4431 1049 13026 207 24882 25825 internal_value=1.9793e-05 1.68094e-05 -0.000932775 0.00501152 -0.00264541 -0.00250532 0.00972265 5.18276e-05 -0.000989389 0.00377272 0.00011555 -0.00215895 -0.00257716 0.000158623 0.00187697 0.00801523 0.00450185 8.66284e-05 0.00354552 -0.00236074 -0.00510956 -0.00774013 -0.0116409 -0.00595111 -0.00428027 -0.0110404 -0.00132639 0.00129913 -0.00284173 -0.00134176 internal_weight=327976 327910 11662.4 2608.54 9053.86 8982.01 241.575 316248 18238.3 3596.09 298010 14642.2 13910 295573 10201.6 2303.59 1422.81 7897.98 2290.68 13660.1 2436.54 1564.08 1128.34 864.08 819.968 413.259 5607.29 2380.82 12383.4 6241.28 internal_count=1411778 1410729 49476 11382 38094 37779 1033 1361253 88548 27760 1272705 60788 57683 1256603 44600 12445 7852 32155 9334 56652 16102 8222 6297 5083 4882 1981 22821 9795 51476 26594 is_linear=0 shrinkage=0.03 Tree=192 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 2 2 0 2 3 0 0 0 2 2 0 0 2 2 2 0 2 0 2 2 2 3 0 2 split_gain=15.3984 11.4033 125.189 34.6207 23.8373 37.5664 31.1766 21.9465 106.345 246.841 70.2787 50.8981 37.9413 33.345 97.5376 70.3773 44.7736 64.3205 140.051 127.714 66.3101 62.1709 52.3868 50.7884 49.8197 45.5891 37.6575 110.695 84.5127 75.8202 threshold=-52.499999999999993 80.500000000000014 84255.890625000015 93.500000000000014 269.37811279296881 550.44073486328136 431.66661071777349 89440.765625000015 2.5000000000000004 99995.847656250015 40.666500091552741 55.500000000000007 49.500000000000007 18.500000000000004 13264.737792968752 1338.8272094726565 15.500000000000002 12.500000000000002 17012.167968750004 16543.466796875004 42366.021484375007 10.500000000000002 14427.237304687502 14.500000000000002 13836.183105468752 68532.378906250015 9644.7543945312518 1.6674999594688418 51.500000000000007 12127.694824218752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 4 -4 -3 6 -6 10 9 -9 13 12 -10 14 15 -2 17 18 21 22 -21 -16 23 -19 -25 -22 -15 28 -28 -29 right_child=1 2 3 -5 5 -7 -8 8 11 -11 -12 -13 -14 26 16 -17 -18 19 -20 20 25 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=0.01461639418296112 0.001502130770304716 -0.019623543601776035 0.0082219889324851251 -2.1381928093044929e-05 0.00089482489590065879 -0.0025542032362656395 0.023036507025049238 -0.012742537834323222 -0.0023875455836196587 0.0074434072822957848 -0.0049673939399407299 0.0056203007999099074 -0.024315983609788355 0.00015805478835627165 -0.0098973354659808634 -0.0011222109298734035 -0.0017778353774096421 0.0019879636998269275 0.0028883176034784803 -0.0087465254474105407 0.0073743629445207383 -0.0007075863797114943 0.014582832789156459 0.022102938891736194 -0.0080454313173455583 -0.0049265167927671129 -0.00053801018609522539 -0.0069182414861038077 0.0042870745863319492 -0.0014862388851140105 leaf_weight=65.026974029839039 14357.514864377677 71.59601029753685 1472.2474849671125 665.93608890101314 148.4860512316227 9206.7174539715052 93.130398824810982 670.57994700223207 13837.416847266257 2916.1171980481595 2431.4691474977881 731.21157875657082 71.379637062549591 190457.66002876312 1112.9235845580697 25585.835229841759 2330.7933047711849 849.74640347808599 16425.942953087389 553.33368517458439 900.45413728058338 1637.2705183625221 1281.9257262870669 249.88895179331303 61.464202180504799 388.00853018462658 8593.1870045661926 2572.008434176445 5271.0378848016262 22932.97987498343 leaf_count=1049 63550 315 6371 3020 634 38737 399 3031 57391 24729 16102 3105 292 804640 4877 114814 9366 3586 74449 2280 3678 6908 5405 1042 256 1564 35078 10493 21747 92870 internal_value=1.9206e-05 1.6311e-05 -0.000905118 0.0056546 -0.00237843 -0.00224776 0.00942928 5.02814e-05 -0.000960269 0.00366938 0.000112091 -0.0020945 -0.00250008 0.000153878 0.000749697 -0.000178899 0.0021878 0.00258178 0.00183926 0.00590483 -6.02684e-05 -0.00442641 0.0104019 0.00578593 0.0161514 0.00367007 -1.65377e-05 -0.000861169 0.00129644 -0.00203402 internal_weight=327943 327878 11658.1 2138.18 9519.93 9448.33 241.616 316220 18226.7 3586.7 297993 14640 13908.8 295562 65735.1 39943.4 25791.8 23461 19176.1 4284.82 1841.8 2750.19 2443.03 1161.1 311.353 1288.46 229827 39369.2 13864.2 25505 internal_count=1411778 1410729 49476 9391 40085 39770 1033 1361253 88548 27760 1272705 60788 57683 1256603 291775 178364 113411 104045 86234 17811 7522 11785 10289 4884 1298 5242 964828 160188 56825 103363 is_linear=0 shrinkage=0.03 Tree=193 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 0 1 1 1 2 0 1 1 0 2 2 0 0 0 2 3 2 1 3 2 0 0 0 2 0 split_gain=14.6632 11.1487 16.0655 17.5925 16.4136 24.7818 19.7998 17.6627 14.2829 15.1885 29.64 27.9933 14.0115 11.4503 14.5751 11.2918 16.1156 13.0368 9.56355 9.0344 13.8797 13.0368 10.9777 12.262 10.5934 53.4656 23.2142 58.7706 20.3578 27.323 threshold=-52.499999999999993 33.500000000000007 3.5000000000000004 4.5000000000000009 210.22515869140628 39.500000000000007 13.500000000000002 11.500000000000002 88.500000000000014 45473.716796875007 87.500000000000014 68.500000000000014 73.500000000000014 96.500000000000014 3673.091186523438 142.00050354003909 48.500000000000007 42.500000000000007 44.500000000000007 263.64595031738287 1.1980000138282778 224.80538177490237 13.500000000000002 1.469500005245209 377.56446838378912 25.500000000000004 54.500000000000007 65.500000000000014 342.01971435546881 69.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 -4 5 6 -5 15 9 10 12 -11 -3 -2 -15 16 17 -7 -17 20 -6 -22 23 -23 25 -21 -27 -28 -29 -30 right_child=1 8 3 4 19 7 -8 -9 -10 11 -12 -13 -14 14 -16 18 -18 -19 -20 24 21 22 -24 -25 -26 26 27 28 29 -31 leaf_value=0.014346040634325225 7.0775516760560191e-05 0.004336411380223771 -0.036121398865079465 0.0050498513448919329 0.022725627327681165 -0.0083942906910546757 0.045905689646092415 -0.011650455974509481 -0.018968273483286398 0.0031395303748760618 -0.022269027360245754 0.039696130135258474 -0.015172877969360237 0.02890780051005808 -0.0065680490089254986 -0.0089676024945001837 -0.0015152777863047914 0.025933492639655047 -0.0027831341724924821 0.032453944823015418 -0.0032854637259614509 0.012916206153114821 -0.0082765398397273513 0.0027049422802476993 -0.00046482959183891191 -0.0074982148131507061 0.01716808253155155 -0.018016530788014698 0.026146307852009196 -0.017103987363574921 leaf_weight=64.276334516704082 302668.42490097648 909.63488301634789 12.645275518298147 140.36373920738697 29.527373597025871 13.243131592869757 11.554458916187285 262.10993775725365 25.913911275565624 54.011045403778553 41.532988145947456 28.961003713309765 34.384103268384933 10.764331281185148 328.60908632725477 299.47267346084118 167.53172762691975 40.123820543289185 905.40369410812855 35.955550864338875 293.93414793908596 156.26032756268978 53.866789624094963 328.00137256085873 19954.723730117083 758.63862943649292 132.4863063544035 100.68129722774029 26.900401517748833 25.710322216153145 leaf_count=1049 1298285 3738 54 702 138 61 64 1761 253 230 185 122 141 47 1536 1619 860 186 4696 170 1529 723 320 1675 86218 3991 640 522 134 129 internal_value=1.86423e-05 1.58334e-05 5.70875e-06 -0.000745669 -0.000726823 -0.00344839 0.00815723 -0.00449295 0.00303865 0.00357236 0.00253457 0.0158994 0.00362582 6.46002e-05 -0.00544282 -0.00317714 0.00305809 0.017415 -0.00432029 -0.000498152 0.0025128 0.00179551 0.00457081 0.00599989 -0.000621479 -0.00351483 -0.00475311 0.00253415 -0.0101136 0.00501033 internal_weight=327916 327851 326757 23749.1 23736.5 1839.8 151.918 1687.88 1094.44 1068.52 985.552 82.972 944.019 303008 339.373 1425.78 220.899 53.367 1204.88 21896.7 861.59 832.063 538.128 484.262 21035.1 1080.37 1044.42 285.778 153.292 52.6107 internal_count=1411778 1410729 1406060 106192 106138 9949 766 9183 4669 4416 4064 352 3879 1299868 1583 7422 1107 247 6315 96189 4385 4247 2718 2398 91804 5586 5416 1425 785 263 is_linear=0 shrinkage=0.03 Tree=194 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 2 2 0 2 3 0 0 2 0 3 3 0 2 2 0 2 2 2 2 0 0 1 2 2 split_gain=13.9605 10.6079 118.016 32.311 22.53 35.3453 29.3066 20.6951 100.167 232.727 66.1533 47.9123 36.1572 32.5175 112.33 93.2604 43.3063 37.2663 237.324 70.3541 42.9133 167.424 37.7071 65.5586 35.67 35.2329 32.049 31.959 65.0451 126.958 threshold=-52.499999999999993 80.500000000000014 84255.890625000015 93.500000000000014 269.37811279296881 550.44073486328136 431.66661071777349 89440.765625000015 2.5000000000000004 99995.847656250015 40.666500091552741 55.500000000000007 38.500000000000007 35189.248046875007 6.5000000000000009 1.8174999952316286 1.4100000262260439 4.5000000000000009 47554.107421875007 47554.107421875007 3.5000000000000004 64691.324218750007 42366.021484375007 39196.445312500007 42366.021484375007 5.5000000000000009 21.500000000000004 1.0000000180025095e-35 58108.183593750007 50009.173828125007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 4 -4 -3 6 -6 10 9 -9 13 12 26 -2 17 16 -16 18 22 24 21 -20 23 -15 25 -19 -10 -12 29 -29 right_child=1 2 3 -5 5 -7 -8 8 11 -11 27 -13 -14 14 15 -17 -18 19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.014078133666970409 6.256511257062606e-05 -0.019100709148632062 0.0079853198170123565 1.7990136367352752e-05 0.00087474324434498303 -0.0024738090995084267 0.022341582508715985 -0.012371677791843266 -0.0026863380220042694 0.0072401284012294752 -0.00023392505967803623 0.0054568231715779337 -0.013746934044070088 -0.01755755553727114 0.0007427861809094202 -0.0010634661405043158 0.0088475321681296022 0.0022055373588811575 -0.01149049070831443 -0.0089883411131908477 0.011266793440566126 0.010516918563819184 -0.019371807798689179 0.0066932186730849262 0.015656344616190317 0.012630448241834232 0.0023058061314162365 -0.0056566595176431641 0.002437036982148812 -0.029539300484239125 leaf_weight=63.545712446793914 274953.53428207082 71.327015161514282 1469.2537480741739 665.65693817846477 148.47673876583576 9205.4672940149903 93.141331866383553 670.08380179107189 12383.234014697373 2907.3334896257147 875.457091268152 730.3059223741293 249.37222667038441 206.39344245940447 1041.1251553446054 12695.170248255134 1379.6304112672806 645.99818304181099 450.97456174343824 193.54279491305351 1253.1334646567702 1003.1899167895317 337.57298412919044 195.22774647176266 652.80113529413939 532.1068936958909 1276.7254241406918 859.56906656175852 435.72246533632278 261.19919465482235 leaf_count=1049 1167700 315 6371 3020 634 38737 399 3031 51476 24729 7880 3105 1031 934 4267 51501 5654 2963 2156 890 6446 5871 1610 957 3163 2491 5176 5083 1925 1214 internal_value=1.80763e-05 1.53511e-05 -0.000873547 0.00550114 -0.00230334 -0.00217652 0.00914999 4.81119e-05 -0.000933478 0.00356665 0.000108123 -0.00203315 -0.00242641 0.000148672 0.00129869 -3.44819e-05 0.00536182 0.00498219 0.00308455 0.00821279 0.00719808 0.00369184 -0.0119812 -0.00576927 0.0100311 0.00691409 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22.500000000000004 249.24568176269534 -10.499999999999998 35.500000000000007 464.60191345214849 36.500000000000007 -34.499999999999993 -11.499999999999998 29.500000000000004 16.500000000000004 79162.558593750015 15066.298339843752 1.5000000000000002 99995.847656250015 7.5000000000000009 -9.4999999999999982 15066.298339843752 3673.091186523438 38.500000000000007 -3.4999999999999996 48.500000000000007 2385.3286132812505 33.500000000000007 7882.7980957031259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 17 6 10 8 -8 -9 -1 -10 -6 14 15 22 -17 -5 -19 -20 -21 -12 -14 27 25 -25 29 -7 -29 -26 right_child=-2 -3 -4 4 12 23 7 9 11 -11 21 -13 13 -15 -16 16 -18 18 19 20 -22 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=0.010558502913985976 -0.00011191106196785124 0.0030149751341723031 -0.0020298022705826364 -0.0080349228590098441 0.016820562556000486 0.0012009976103034899 0.010883866869119336 -0.0012009591662583826 0.0065201598619967008 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1386.1328957527876 870.22760128602386 3185.6565493568778 621.13029554486275 leaf_count=1980 1153698 10255 23419 936 380 35103 1643 15496 2396 5572 153 19819 341 29783 914 1753 223 3068 14331 5221 1704 4150 626 19234 8741 22044 6255 4055 14652 2529 internal_value=-1.25688e-05 0.000459422 0.000349138 0.000613903 -0.000413354 0.000954302 -0.000225078 -0.000782671 0.000971773 -0.00275972 0.00403339 0.000361062 -0.00172349 -0.00185715 -0.00614023 -0.00982861 -0.0135046 0.00219506 0.00262433 0.00234509 -0.00104549 0.00135218 -0.000883039 0.00152883 0.000777095 0.0020009 -0.00190004 0.00236498 0.00457204 -0.00390408 internal_weight=327524 56949.2 54593.3 49125.8 12227 36898.8 12086.9 10687.5 5662.53 5024.96 1399.39 5333.89 8139.01 8080.77 883.06 677.038 479.851 4088.01 3923.38 3859.47 1312.12 991.841 197.187 24811.9 13065.5 8966.6 4098.91 11746.4 4055.88 2712.78 internal_count=1410474 256776 246521 223102 59280 163822 51209 44926 23858 21068 6283 22215 34020 33640 3857 2943 1976 25260 24324 21256 6925 4303 967 112613 58803 41278 17525 53810 18707 11270 is_linear=0 shrinkage=0.03 Tree=196 num_leaves=31 num_cat=0 split_feature=1 0 0 2 0 2 0 2 1 0 2 0 1 1 0 0 2 2 0 2 0 1 2 2 0 1 2 0 1 0 split_gain=16.0635 16.7945 35.9458 17.9661 43.7151 26.1592 30.0396 38.7386 36.0362 35.1521 25.8009 25.2657 21.2601 19.0075 41.2439 23.2198 26.3252 18.7451 19.7847 23.9491 17.9077 16.5673 16.4587 16.3645 18.7216 17.2332 16.3247 44.7744 45.8349 33.6605 threshold=-1.4999999999999998 74.500000000000014 56.500000000000007 11873.722656250002 11.500000000000002 619.68685913085949 22.500000000000004 249.24568176269534 -10.499999999999998 35.500000000000007 431.66661071777349 36.500000000000007 -34.499999999999993 -11.499999999999998 29.500000000000004 16.500000000000004 61082.773437500007 15066.298339843752 1.5000000000000002 99995.847656250015 7.5000000000000009 -9.4999999999999982 15066.298339843752 25918.428710937504 80.500000000000014 -7.4999999999999991 3673.091186523438 38.500000000000007 -3.4999999999999996 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 17 6 10 8 -8 -9 -1 -10 -6 14 15 22 -17 -5 -19 -20 -21 -12 -14 24 -3 -25 -7 28 -28 -29 right_child=-2 23 -4 4 12 26 7 9 11 -11 21 -13 13 -15 -16 16 -18 18 19 20 -22 -23 -24 25 -26 -27 27 29 -30 -31 leaf_value=0.010460886925325664 -0.0001085541251301623 0.0043471140766858894 -0.0019679812928205041 -0.007765881486048145 0.016477175896595614 0.0022958806844588639 0.010609309592579238 -0.0011646518683823927 0.0063331465861573852 -0.0068404806049037663 -0.020171403316362215 -0.0003623440090668688 0.011881239261439977 -0.0012915739918770491 0.0058098742393793137 -0.016033656272722081 0.0036402452886252355 0.019261474911925126 0.0039766568957665376 0.0013710857689638203 -0.0061656559993710511 0.0020657210484842084 -0.0067566925947443526 0.029619220589677142 -0.0018836869751804998 0.0060251779462260685 0.0043772200171511792 -0.0037844891138774728 5.1425949230268914e-05 0.0019625799967666504 leaf_weight=390.75642507523298 270573.77150977869 932.81226520240307 5470.0152439922094 165.21520882844925 57.679480716586113 11737.211133446544 327.05081212520599 3689.1250695586205 567.65071895718575 1338.3166464865208 31.115188159048557 4765.7778051793575 62.395020142197609 7198.5201942026615 205.7214337438345 408.37764973938465 72.004148498177528 62.738954530097544 2542.389818418771 896.36726317182183 415.1456256210804 975.60255959630013 134.70034646987915 29.266222536563873 811.63366839289665 580.41567802429199 3916.6775841142517 2714.5088210701942 5042.8117023501545 1385.2937756925821 leaf_count=1914 1153698 3922 23419 936 380 53810 1643 15496 2396 5572 153 19819 341 29783 914 1682 294 3068 14331 5221 1704 4216 626 145 3441 2747 19234 11270 22044 6255 internal_value=-1.21817e-05 0.000445874 0.000338853 0.00059583 -0.000401049 0.000926158 -0.000218279 -0.000759112 0.00094302 -0.00267557 0.00391803 0.000350275 -0.00167166 -0.00180119 -0.00595478 -0.00952722 -0.0130847 0.0021326 0.00255015 0.0022781 -0.00101459 0.00137843 -0.000856431 0.00292683 0.00144813 0.00715775 0.00148394 0.000754192 0.00194246 -0.0018426 internal_weight=327501 56927.3 54573.2 49103.2 12221.3 36881.9 12085.4 10687.9 5660.48 5027.44 1397.47 5333.43 8139.4 8081.72 883.199 677.477 480.382 4081.86 3916.64 3853.9 1311.51 1006.72 197.095 2354.13 1744.45 609.682 24796.5 13059.3 8959.49 4099.8 internal_count=1410474 256776 246521 223102 59280 163822 51209 44926 23858 21068 6283 22215 34020 33640 3857 2943 1976 25260 24324 21256 6925 4369 967 10255 7363 2892 112613 58803 41278 17525 is_linear=0 shrinkage=0.03 Tree=197 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 2 0 2 0 2 1 0 1 2 0 1 0 2 2 2 2 2 2 2 2 2 2 2 0 split_gain=15.122 16.0939 86.0805 30.4881 25.0353 53.93 39.3659 20.4749 89.5147 54.2638 130.187 42.5398 43.4961 51.8055 38.9498 36.8425 98.9285 35.9726 29.6764 28.4811 104.858 73.1609 39.6791 86.4483 35.8137 63.6761 56.533 70.3753 40.0761 27.2853 threshold=-1.4999999999999998 80.500000000000014 55938.710937500007 97.500000000000014 276.59585571289068 575.09899902343761 431.66661071777349 50.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 5.5000000000000009 53.500000000000007 1.5000000000000002 5832.3920898437509 55.500000000000007 1.0000000180025095e-35 45.500000000000007 177.03444671630862 269.37811279296881 1637.6347656250002 173.86003112792972 3673.103149414063 6704.7329101562509 1443.1333007812502 1126.780944824219 844.91958618164074 417.75494384765631 472.45382690429693 47.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 4 -4 -3 6 -6 17 9 18 -11 12 13 -12 -10 16 -14 -2 -9 21 24 -19 -22 -24 25 26 27 -21 -29 -27 right_child=1 2 3 -5 5 -7 -8 8 14 10 11 -13 15 -15 -16 -17 -18 19 -20 20 22 -23 23 -25 -26 29 -28 28 -30 -31 leaf_value=0.00043272230685810584 -6.4942017149028456e-05 -0.020501391084665352 0.0042590502652585516 -0.012220309545949413 0.0014300907924958259 -0.0030671803960936315 0.026921680523963994 -0.002503333039582667 0.0043874000757168751 1.3546415901420471e-05 -0.0089254157817255861 -0.015807501997749801 0.018083866093508583 0.0058544045940976449 0.0013125053404865169 -0.0038855213952386797 -0.0040045980060619416 -0.0016761916659355721 0.0038769024530469617 -0.011421178188080581 0.00049344284739800774 0.0058093429688021083 -0.0084802832822883645 5.8133630218357434e-05 -0.01762117724928754 7.5241906494005375e-06 -0.012330836703905491 0.017788668449271152 -0.00087858539818282252 0.018330061513260311 leaf_weight=56905.155471936101 176367.18486666214 71.255522489547729 2413.1565527319908 105.45524198189378 133.93214026093483 7610.6283463016152 91.955027937889099 797.92430117726326 4911.8098335713148 31473.25438515842 2074.6744529157877 303.55747589468956 276.61642816662788 237.91928884387016 15122.020044088364 2380.3124866187572 536.27418221533298 4119.3532095402479 3691.7766806036234 641.350182980299 8194.3863164633512 1644.1077092736959 1654.7667229324579 3005.5261727273464 250.9111987054348 188.9250630736351 1159.9489826261997 117.35303381085396 877.23291999101639 119.36184394359589 leaf_count=256776 753910 318 10177 632 571 31954 392 3435 19948 131048 10552 1590 1121 1436 61380 10393 2684 17790 15879 2986 36030 6822 7856 12629 1071 808 5382 501 3895 508 internal_value=-1.18072e-05 -0.000105298 -0.00126102 0.00356905 -0.00279938 -0.00263842 0.0118073 -5.8978e-05 0.000417796 -0.000372865 -0.000748086 -0.00487437 -0.00427159 -0.00740487 0.0020664 -0.00200239 0.00351183 -0.000207549 0.00274299 -0.00135218 -0.00199621 0.000459162 -0.000763512 -0.00297367 -0.00671915 -0.00583794 -0.00726471 -0.0036726 0.001324 0.0071016 internal_weight=327478 270573 10426.4 2518.61 7907.77 7836.52 225.887 260147 61806.1 41772.3 37282.6 5809.35 5505.8 2312.59 20033.8 3193.2 812.891 198340 4489.7 21973.2 16209.8 5763.46 12854.7 4660.29 3355.08 3104.17 2795.89 1635.94 994.586 308.287 internal_count=1410474 1153698 44044 10809 33235 32917 963 1109654 259466 178138 158824 27776 26186 11988 81328 14198 3805 850188 19314 96278 71666 24612 56515 20485 15151 14080 12764 7382 4396 1316 is_linear=0 shrinkage=0.03 Tree=198 num_leaves=31 num_cat=0 split_feature=1 0 0 2 0 2 0 2 1 0 2 0 1 2 0 2 1 0 0 2 0 2 2 2 0 2 1 2 0 2 split_gain=14.2305 15.8224 33.8221 16.9129 41.1652 24.6359 28.3004 36.4368 34.1005 33.0169 24.4424 23.8068 20.1853 17.6205 19.0719 22.591 17.4359 38.9635 22.0774 24.6627 16.8522 16.4127 16.1865 71.8226 36.2711 29.6061 23.56 17.5856 21.8273 15.5012 threshold=-1.4999999999999998 74.500000000000014 56.500000000000007 11873.722656250002 11.500000000000002 619.68685913085949 22.500000000000004 249.24568176269534 -10.499999999999998 35.500000000000007 431.66661071777349 36.500000000000007 -35.499999999999993 15066.298339843752 1.5000000000000002 99995.847656250015 -11.499999999999998 29.500000000000004 16.500000000000004 79162.558593750015 7.5000000000000009 15066.298339843752 3755.7348632812505 3673.091186523438 63.500000000000007 3093.6569824218755 -7.4999999999999991 640.43759155273449 58.500000000000007 21398.625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 13 6 10 8 -8 -9 -1 -10 -6 -5 -15 -16 17 18 21 -20 -17 -14 23 25 -25 27 -27 -4 -29 -3 right_child=-2 29 22 4 12 -7 7 9 11 -11 -12 -13 16 14 15 20 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.010179197841459226 -0.0001021621691658744 0.0013170600669518649 -0.0011622719707491105 -0.0075213309327245813 0.016895348116127393 0.0014275420315773845 0.010329907253753585 -0.0011425286274203033 0.0061389524996287095 -0.0066410091675877204 0.0013246791880812431 -0.00036445993883755162 0.01190594240129102 0.019029863015764922 0.0038526221551052954 0.0013180271152843615 -0.0012657161033627384 0.0057148408214556176 -0.015078654300406703 0.0063588518553567772 -0.0059944734259452489 -0.0066089242119181449 0.00023273719338278023 -0.0080865274493969533 -0.028695634815542808 -0.014938263624639606 0.008167990933260167 -0.01314845312463315 -0.0032575132610207155 0.0067524584249126869 leaf_weight=389.0517206788063 270546.37212940399 1697.4512352645397 1786.228299215436 165.74682338908315 52.568168386816978 24778.066229182994 325.43482913076878 3689.6535636633635 566.85184203088284 1339.7545119822025 1006.3450553864241 4765.7223072201014 62.785282537341118 61.572829786688089 2537.0395082831383 895.66409691423178 7199.0397168397903 205.92113348841667 427.24748787283897 54.454368114471436 415.0905537083745 137.36788500845432 1995.0726804584265 181.25755970180035 133.43778130412102 44.500332653522491 369.35493750870228 285.56240996718407 676.51334127783775 654.22101978957653 leaf_count=1914 1153698 7161 7446 936 355 112613 1643 15496 2396 5572 4369 19819 346 3068 14331 5221 29783 917 1757 223 1704 639 8769 771 565 216 1561 1226 2865 3094 internal_value=-1.1465e-05 0.000419787 0.000315913 0.000565357 -0.000402126 0.000885949 -0.000224688 -0.00074931 0.000902203 -0.00260724 0.00379341 0.000326852 -0.00163444 0.00205923 0.00246542 0.00220036 -0.0017549 -0.00572169 -0.00917554 -0.0126552 -0.0009977 -0.000801066 -0.00192124 -0.00315723 -0.0168252 -0.001797 0.00568346 -0.00292345 -0.00619333 0.00282916 internal_weight=327445 56899 54547.3 49075.4 12214.5 36860.9 12082.8 10687.4 5658.01 5029.41 1395.4 5332.57 8139.38 4075.11 3909.37 3847.79 8086.82 887.776 681.855 481.702 1310.75 200.153 5471.93 3476.85 314.695 3162.16 413.855 2748.3 962.076 2351.67 internal_count=1410474 256776 246521 223102 59280 163822 51209 44926 23858 21068 6283 22215 34020 25260 24324 21256 33665 3882 2965 1980 6925 985 23419 14650 1336 13314 1777 11537 4091 10255 is_linear=0 shrinkage=0.03 Tree=199 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 0 0 0 2 2 0 2 1 2 0 1 2 2 0 2 1 2 0 1 2 2 2 0 0 2 split_gain=13.7845 13.2595 14.904 31.816 16.4473 34.6096 19.0808 18.6052 15.2113 67.2485 33.7342 27.8612 22.1354 16.5049 20.4226 15.2357 33.4805 15.9034 19.7492 17.092 15.3804 14.6705 17.6366 16.5898 14.6206 27.4744 31.6826 52.4553 31.1872 49.7508 threshold=98.500000000000014 -1.4999999999999998 74.500000000000014 56.500000000000007 84255.890625000015 5.5000000000000009 1.5000000000000002 3.5000000000000004 3755.7348632812505 3673.091186523438 63.500000000000007 3093.6569824218755 -7.4999999999999991 640.43759155273449 58.500000000000007 -21.499999999999996 5109.0270996093759 7882.7980957031259 70.500000000000014 52302.683593750007 -9.4999999999999982 25918.428710937504 80.500000000000014 -7.4999999999999991 619.68685913085949 3673.091186523438 2385.3286132812505 33.500000000000007 37.500000000000007 24241.001953125004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 24 6 -6 -8 9 11 -11 13 -13 -5 -15 16 -10 -17 19 -19 -20 22 -4 -23 -1 26 -26 -28 -27 -30 right_child=-2 -3 21 8 5 -7 7 -9 15 10 -12 12 -14 14 -16 17 -18 18 20 -21 -22 23 -24 -25 25 28 27 -29 29 -31 leaf_value=-0.00021791754260906966 -0.017759706066657485 -9.6526737038345981e-05 0.0041653613075539513 -0.0011271793343796653 0.02228216794215299 -0.003887151052730466 -0.0028784974438130911 0.0070228097458164065 -0.03270088866267172 -0.0078293515678595042 -0.02766189833542845 -0.014399407922772323 0.0079379124906725339 -0.012713369153480777 -0.0031575492026504359 0.003208973356578828 0.031158525717792058 -0.0019283333361738958 0.017889520171699081 0.011264869718194615 -0.013505567466304465 0.028990011117301533 -0.0018840294262517281 0.0056584377477610984 0.0010422305156716786 0.0010497125337685825 -0.0022046376413008373 0.0061115728142306395 -0.0023444675700109133 0.0072496170821120549 leaf_weight=12081.182997435331 39.378043752163649 270506.20177924819 931.6124636977911 1786.5781959742308 46.931307079270482 1906.0358460247517 313.71314256638288 374.93638733774424 9.3748254477977735 181.58995668590069 134.25877967476845 44.776356786489487 368.66932278871536 286.46104829013348 676.98570016026497 763.40249758958817 34.882176950573921 893.80518510937691 15.231071054935454 98.073334932327271 180.17440411448479 28.795709609985352 811.62529966235161 577.48494780063629 7677.1400838233531 16670.944532603258 869.62788259238005 3174.4124517962337 5408.0271592140198 534.52687661349773 leaf_count=51209 367 1153331 3922 7446 2655 7857 2568 1922 48 771 565 216 1561 1226 2865 3247 226 3924 77 459 788 145 3441 2747 35103 77817 4055 14652 23037 2227 internal_value=-1.11128e-05 -8.97805e-06 0.000407371 0.000306573 0.000548636 -0.00175394 0.00377364 0.00251229 -0.00186267 -0.00306013 -0.0162596 -0.00174226 0.00551877 -0.0028339 -0.00599878 0.00022577 0.0176314 -0.000169127 -0.00234119 -0.000623837 -0.0110584 0.00274687 0.00134886 0.00676659 0.000679681 0.000995514 0.00217425 0.00432326 0.000384543 -0.00148149 internal_weight=327427 327387 56881.3 54531.7 49057.5 2641.62 735.581 688.65 5474.26 3479.32 315.849 3163.47 413.446 2750.02 963.447 1994.94 44.257 1950.69 1187.28 991.879 195.405 2349.52 1743.24 606.281 46415.9 34334.7 11721.2 4044.04 22613.5 5942.55 internal_count=1410474 1410107 256776 246521 223102 15002 7145 4490 23419 14650 1336 13314 1777 11537 4091 8769 274 8495 5248 4383 865 10255 7363 2892 208100 156891 53810 18707 103081 25264 is_linear=0 shrinkage=0.03 Tree=200 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 0 1 2 0 0 0 2 1 3 0 2 2 2 0 1 2 2 0 0 2 2 3 3 2 1 split_gain=14.6002 31.8617 23.9798 18.6349 62.5238 118.395 51.0231 49.8481 79.4464 64.031 50.7145 55.732 50.1267 45.0434 69.6502 121.76 134.504 76.7143 71.0673 94.8465 84.5695 92.0005 80.4517 65.5296 55.4355 62.1131 174.499 120.995 92.5792 60.3499 threshold=558.56738281250011 88.500000000000014 68.500000000000014 3673.091186523438 45.500000000000007 37.500000000000007 -6.4999999999999991 1768.4891357421877 48.500000000000007 80.500000000000014 86.500000000000014 1126.780944824219 -25.499999999999996 2.0774999856948857 49.500000000000007 4905.5217285156259 8226.4770507812518 11617.274414062502 51.500000000000007 1.5000000000000002 3673.103149414063 4905.5217285156259 61.500000000000007 44.500000000000007 4246.3449707031259 10857.155761718752 4.4095001220703134 4.4095001220703134 16176.651367187502 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 -7 8 -6 -10 -11 -12 -9 14 15 23 -17 18 19 -16 -20 -22 -23 -5 -15 26 -26 28 29 -27 right_child=3 -3 -4 13 7 6 -8 12 9 10 11 -13 -14 24 17 16 -18 -19 20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.00026033453082357491 0.00024097424675977415 0.024001391247216178 -0.0025251198306954054 0.0021681122794175575 -0.00760764621332107 0.012251258958313166 0.0031065301933451924 -0.025492296098544538 0.00042078522783099356 -0.0082377424596356968 0.0099104205842125356 -0.0061893999122003239 0.00040104461680494922 -0.0019271071719440672 0.0039315151985807682 -0.0078294396960940996 -0.0018406866584798939 0.0029682585606820252 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12370 2802 17079 94486 5735 46001 245666 70062 4670 internal_value=-8.5641e-06 -0.000384452 -0.000400688 9.81959e-05 0.000466326 0.0011108 0.00348524 -0.000581596 -0.00215923 -0.00101756 -0.0052334 0.00105075 0.000314649 -8.04551e-05 -0.000783012 -0.00171636 -0.00319496 0.000425899 -0.000696075 0.00232129 -0.00195832 0.000373146 -0.00270814 0.000647625 0.000255624 0.000452441 0.00151649 -4.07218e-05 -0.00203804 -0.00737198 internal_weight=327442 72429 72380.8 255013 83321 51592 13832.4 31729.1 11494.9 9503.53 2417.57 781.955 20234.2 171692 55555.6 31350.9 19287.3 24204.7 16793.5 4953.15 11840.3 6415.43 3696.32 12063.6 116136 106531 33737.8 72792.7 19852.4 2552.11 internal_count=1410651 307311 307099 1103340 353600 221270 57737 132330 49062 40186 10398 3403 83268 749740 237399 130622 79569 106777 76134 23679 52455 26295 15172 51053 512341 466620 140487 326133 80467 10405 is_linear=0 shrinkage=0.03 Tree=201 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 0 1 2 0 0 0 2 1 3 0 2 2 2 0 1 2 2 0 0 2 2 3 3 2 1 split_gain=13.7381 30.0518 22.5708 17.5364 58.8377 111.469 48.5353 46.9258 74.9138 60.3011 47.79 52.4303 46.5988 42.3987 65.5506 114.617 126.841 72.2131 66.9166 89.44 79.6899 86.5685 75.6613 61.6671 52.1582 58.4508 164.223 113.847 87.2361 58.6122 threshold=558.56738281250011 88.500000000000014 68.500000000000014 3673.091186523438 45.500000000000007 37.500000000000007 -6.4999999999999991 1768.4891357421877 48.500000000000007 80.500000000000014 86.500000000000014 1126.780944824219 -25.499999999999996 2.0774999856948857 49.500000000000007 4905.5217285156259 8226.4770507812518 11617.274414062502 51.500000000000007 1.5000000000000002 3673.103149414063 4905.5217285156259 61.500000000000007 44.500000000000007 4246.3449707031259 10857.155761718752 4.4095001220703134 4.4095001220703134 16543.466796875004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 -7 8 -6 -10 -11 -12 -9 14 15 23 -17 18 19 -16 -20 -22 -23 -5 -15 26 -26 28 29 -27 right_child=3 -3 -4 13 7 6 -8 12 9 10 11 -13 -14 24 17 16 -18 -19 20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.0002525284895320145 0.00023374741998013311 0.023339112080947425 -0.0024500528183216126 0.0021033573330075544 -0.0073906235571808794 0.011959845469567137 0.0030138815431778286 -0.024427329875238327 0.00040814914784638348 -0.0079993977565204332 0.0096078561167259012 -0.0060078780353817526 0.00038901874461394416 -0.0018691686197775206 0.0038163074910271466 -0.0076042857660826857 -0.0017857044840947475 0.0028803936641869183 -0.0045791840512288181 -0.0081599690136039855 0.004425484567084235 -0.00056571234059075504 -0.011564722967678433 -0.0024911388102022394 0.0028979646423179929 -0.002930825734376885 -0.001599649893140933 0.00068708481251033844 -0.0011840740182882021 -0.011767710419875514 leaf_weight=67894.11136329174 37759.21808209829 48.071447357535362 4484.3394940048456 8189.3206565454602 1988.4112494587898 569.25261743366718 13257.148968786001 68.329794749617577 7086.1806230396032 1633.8411267846823 351.83778259158134 430.01350866258144 20166.362129598856 9606.4789606067352 4302.3574407994747 4356.0569088310003 14923.806941136718 7408.1709146946669 5418.8876068741083 645.40641084313393 2718.7844394892454 3003.8613826185465 692.66474613547325 3872.421055495739 23032.301111824811 1479.6683225184679 10701.354339653626 52935.08403503336 17129.717714384198 1242.9563752561808 leaf_count=288138 163533 212 18961 33974 8876 3123 54614 355 29788 6995 1529 1874 82913 45721 20330 18756 60813 30643 26160 3349 11123 12370 2802 17079 94486 6107 46001 245666 69371 4989 internal_value=-8.30928e-06 -0.000372931 -0.00038868 9.52649e-05 0.000452398 0.00107762 0.0033822 -0.000564231 -0.00209535 -0.000987236 -0.00508045 0.0010193 0.000305217 -7.80608e-05 -0.000759867 -0.00166539 -0.00310034 0.000413356 -0.000675685 0.00225407 -0.00190059 0.000361969 -0.00262674 0.000628295 0.000247976 0.000438909 0.00147118 -3.95036e-05 -0.00197691 -0.00696512 internal_weight=327396 72426.5 72378.5 254970 83310.6 51585.6 13826.4 31725 11490.3 9501.87 2415.69 781.851 20234.7 171659 55531.7 31341.6 19279.9 24190.1 16782 4947.76 11834.2 6415.31 3696.53 12061.7 116128 106521 33733.7 72787.4 19852.3 2722.62 internal_count=1410651 307311 307099 1103340 353600 221270 57737 132330 49062 40186 10398 3403 83268 749740 237399 130622 79569 106777 76134 23679 52455 26295 15172 51053 512341 466620 140487 326133 80467 11096 is_linear=0 shrinkage=0.03 Tree=202 num_leaves=31 num_cat=0 split_feature=2 0 0 1 2 0 0 2 0 0 0 2 1 1 3 0 2 2 2 0 1 2 2 0 0 1 2 2 3 3 split_gain=12.9269 28.3487 21.2443 17.419 16.5026 55.3687 105.202 44.1747 70.6375 56.7887 45.0336 49.326 43.5598 43.3513 39.9091 61.6922 108.171 130.79 67.9753 63.0076 84.3382 75.089 82.2167 61.3523 55.103 49.5565 49.0748 55.0044 154.552 107.123 threshold=558.56738281250011 88.500000000000014 68.500000000000014 22.500000000000004 3673.091186523438 45.500000000000007 38.500000000000007 1768.4891357421877 48.500000000000007 80.500000000000014 86.500000000000014 1126.780944824219 -6.4999999999999991 -25.499999999999996 2.0774999856948857 49.500000000000007 5006.9262695312509 7882.7980957031259 11617.274414062502 51.500000000000007 1.5000000000000002 3673.103149414063 5832.3920898437509 44.500000000000007 61.500000000000007 10.500000000000002 4246.3449707031259 10857.155761718752 4.4095001220703134 4.4095001220703134 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 5 6 -2 8 -7 -10 -11 -12 -8 -9 15 16 23 25 19 20 -17 -21 -23 -6 -24 -18 -16 28 -28 -29 right_child=4 -3 3 -5 14 7 12 13 9 10 11 -13 -14 -15 26 18 17 -19 -20 21 -22 22 24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.00024495676803099053 0.00027578892489005892 0.022698343713597975 -0.0024858194015212063 0.029818144586662515 0.0020383249594207531 -0.0071796437867171475 0.012011002326286194 -0.023424366136653579 0.00039589286193436677 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23027.036509335041 19852.180056236684 10702.498925063759 52929.956130750477 leaf_count=288138 168716 212 18893 68 34574 8876 2823 355 29788 6995 1529 1874 49731 82913 45721 20330 15165 62690 30643 26160 3349 13663 10222 17500 2410 693 94486 80467 46001 245666 internal_value=-8.06219e-06 -0.000361756 -0.000377033 -0.0023772 9.24211e-05 0.000438886 0.00104543 -0.000547384 -0.00203336 -0.000957815 -0.00493199 0.000988803 0.00343049 0.000296068 -7.57377e-05 -0.000737401 -0.00161592 -0.00303257 0.000401178 -0.000655884 0.00218876 -0.00184455 0.000351128 0.000577374 -0.00317468 -0.00812353 0.000240557 0.000425781 0.00142723 -3.83219e-05 internal_weight=327351 72424.1 72376.2 4483.13 254927 83300.3 51579.4 31720.9 11485.7 9500.2 2413.81 781.731 12583.7 20235.2 171627 55508.3 31332.4 19036.6 24175.9 16770.6 4942.5 11828.1 6415.13 12295.7 3087.52 3666.85 116119 106512 33729.5 72782.1 internal_count=1410651 307311 307099 18961 1103340 353600 221270 132330 49062 40186 10398 3403 52554 83268 749740 237399 130622 78548 106777 76134 23679 52455 26295 52074 12632 15858 512341 466620 140487 326133 is_linear=0 shrinkage=0.03 Tree=203 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 3 2 2 2 2 2 2 2 3 2 2 2 2 1 3 2 1 2 0 2 2 0 1 2 2 split_gain=12.6193 38.5764 75.5539 22.9892 57.6294 22.8032 21.5985 15.1232 45.5436 44.9944 28.1404 20.828 100.493 14.3779 34.4156 39.0332 35.9048 37.7008 34.2046 17.691 61.5522 46.2903 45.1072 135.207 112.96 90.4418 65.2272 48.1894 43.8426 35.2932 threshold=1.0000000180025095e-35 1.5000000000000002 94494.871093750015 45473.716796875007 50009.173828125007 74.000000000000014 89440.765625000015 16176.651367187502 19525.543945312504 16543.466796875004 5699.5627441406259 28492.581054687504 30553.010742187504 1.0205000042915346 14106.575683593752 3600.6882324218755 3991.455688476563 6409.8125000000009 -2.4999999999999996 1.6674999594688418 199.21649169921878 -8.4999999999999982 3991.455688476563 48.500000000000007 8598.4760742187518 937.66867065429699 44.500000000000007 -4.4999999999999991 1443.1333007812502 844.91958618164074 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 -2 -6 10 9 -9 -7 -10 -13 14 15 18 -17 -18 -3 21 -21 -15 25 24 27 29 28 -24 -27 -23 right_child=5 13 -4 4 6 7 -8 8 11 -11 -12 12 -14 19 -16 16 17 -19 -20 20 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00055491646692107193 -0.00016930087393020251 0.0073112341825122247 0.019286582889494662 -0.06646962567652083 0.010555856213649444 0.01598793890704632 -0.067583039303155304 -0.0080911263145022217 -0.023606807471178083 0.088409584247770429 -0.019071937496624197 0.084043935345756937 -0.0069996094736731549 0.0040538778201781069 -0.014599155830450633 0.0099187002045845758 -0.015331339672201245 0.0062131936750927071 -0.0031538996483561699 0.0060768166548448906 0.00025488379871257483 -0.0013842054083182786 -0.023824679689320314 0.0021744589993473295 -0.0017204822307859465 0.0083042862409933547 0.00013378845794986772 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0.00230402 0.00296591 0.00691013 -0.00187782 -0.000377192 0.000122708 0.000348793 -0.000335038 -0.000521655 -0.00230282 -0.00498384 -5.45168e-05 0.00132941 -0.00989712 0.00375495 -0.00157615 internal_weight=327307 157057 437.649 175.65 48.4461 170250 30.5446 428.406 259.503 17.5146 168.903 241.989 193.902 156619 2768.52 2664.19 1222.21 311.712 1441.98 153851 102985 50865.4 48790.9 10137.4 6340.64 38653.4 20242.7 2530.6 6683.65 18410.7 internal_count=1410651 692431 18827 7305 874 718220 609 3666 2129 152 1537 1977 1531 673604 13526 13090 6968 1317 6122 660078 448427 211651 201248 41545 25675 159703 85011 10296 28266 74692 is_linear=0 shrinkage=0.03 Tree=204 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 2 2 2 2 2 2 2 2 2 0 2 0 1 3 0 0 0 0 1 3 2 1 2 0 0 split_gain=11.8776 36.6809 72.5966 21.6274 21.0424 50.2002 19.3444 14.5079 41.708 38.6926 26.8464 20.066 90.3271 13.7145 41.6437 43.2911 76.9634 58.1339 52.7904 46.9821 38.8591 70.0248 38.0127 36.7623 35.0165 31.9108 31.8819 30.7988 30.5774 38.0258 threshold=1.0000000180025095e-35 1.5000000000000002 94494.871093750015 74.000000000000014 45473.716796875007 50009.173828125007 89440.765625000015 16176.651367187502 19525.543945312504 16543.466796875004 5699.5627441406259 28492.581054687504 30553.010742187504 3910.889038085938 66.500000000000014 3527.054809570313 51.500000000000007 1.5000000000000002 1.0205000042915346 14.500000000000002 26.500000000000004 5.5000000000000009 2.5000000000000004 4.5000000000000009 7.7119998931884775 87.470542907714858 2.5000000000000004 1986.3098144531252 51.500000000000007 89.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 -1 -6 -7 10 9 -9 -5 -10 -13 14 15 19 18 -18 -17 22 21 -20 -2 -19 -16 -24 -27 -28 -15 -30 right_child=3 -3 -4 7 5 6 -8 8 11 -11 -12 12 -14 28 24 16 17 23 20 -21 -22 -23 25 -25 -26 26 27 -29 29 -31 leaf_value=0.00053854462457477424 -0.026901203008350607 0.00015646286155793815 0.019060222300059632 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62577.333301872015 5535.8706470429897 1850.4358727782965 35.712592840194702 370.26118089258671 519.40413195639849 5979.6275605559349 403.60121250152588 188.74210929870605 16319.015735894442 1848.0784028470516 leaf_count=6431 254 673604 11522 111 265 548 61 74 446 78 1426 73 1458 255394 31518 2713 14240 4378 1518 266856 23553 7875 181 1862 2324 25487 1867 850 65961 7723 internal_value=-7.58394e-06 0.000180596 0.00889198 -0.000181159 -0.00591977 -0.0225255 0.00128996 -0.00693314 -0.00248797 0.0414627 -0.0138302 -0.00578585 -0.00150981 -0.000164225 -0.000420171 -0.000220636 -0.0018579 -0.0052547 -0.000204953 7.10742e-05 0.000432754 -0.00292805 -0.00232363 0.000103261 -0.00252314 -0.00211474 -0.00196106 -0.00859995 0.000119757 0.00120278 internal_weight=327275 157031 433.817 170244 176.588 49.4474 30.509 425.889 258.977 18.0763 166.912 240.901 193.665 169818 89318.1 81577.8 12336.7 4038.18 8298.49 69241.2 7748.14 2212.27 6663.84 1255.77 7740.29 6607.68 6571.97 592.343 80499.8 18167.1 internal_count=1410651 692431 18827 718220 7305 874 609 3666 2129 152 1537 1977 1531 714554 385476 351634 56139 20480 35659 295495 32946 9393 28639 6240 33842 28385 28204 2717 329078 73684 is_linear=0 shrinkage=0.03 Tree=205 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 2 0 2 1 2 0 0 2 2 2 2 1 0 0 1 0 1 2 1 2 0 2 2 2 0 split_gain=11.2338 35.4048 26.654 24.0027 39.8 28.4365 24.1826 26.2349 20.6176 16.9844 25.8901 25.8118 14.7325 13.4601 11.916 21.8807 13.8375 9.84239 9.34661 9.01907 9.46255 8.99176 13.0033 9.83611 9.40488 8.48937 61.455 146.952 51.8162 50.0609 threshold=-7.4999999999999991 1.532000005245209 99995.847656250015 3093.6569824218755 -36.499999999999993 8055.6518554687509 50.500000000000007 1707.8798828125002 -18.499999999999996 31791.298828125004 35.500000000000007 15.500000000000002 971.01849365234386 54303.691406250007 25057.239257812504 15804.419433593752 -21.499999999999996 98.500000000000014 49.500000000000007 -54.499999999999993 20.500000000000004 -19.499999999999996 181.1947937011719 -13.499999999999998 238.29680633544925 7.5000000000000009 25918.428710937504 13578.460937500002 2385.3286132812505 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 18 -5 7 12 -3 -10 11 -11 -6 -13 15 -7 -17 25 -1 -4 -21 -8 23 -23 -24 26 27 28 -2 -30 right_child=17 2 19 5 6 14 21 -9 9 10 -12 13 -14 -15 -16 16 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0060273377418629745 0.0048012548430707925 0.0026770109614120191 0.028990131524794044 -0.0048236525035400216 0.0066579708938444343 0.01169670723350255 -0.0073152930414683076 0.01490044607685174 -0.00092049967373335304 -0.00099730391333143864 0.009415588613366721 -0.018621059803102968 -0.011421968726059387 -0.0052200832635455009 0.015302733558696137 0.023409404926112782 -0.0081699426041221962 -0.014699531095831058 -0.043771499543375447 0.0045154899173898951 0.018233155194107734 0.011940219152015546 0.013452238513260014 -0.011535010402086508 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8.5098 8.45259 12.2519 9.23533 8.9322 8.36555 17.0483 35.3025 25.2657 threshold=1.0000000180025095e-35 -7.4999999999999991 1.532000005245209 99995.847656250015 3093.6569824218755 -36.499999999999993 8055.6518554687509 50.500000000000007 1707.8798828125002 -18.499999999999996 31791.298828125004 35.500000000000007 15.500000000000002 971.01849365234386 54303.691406250007 25057.239257812504 15804.419433593752 -21.499999999999996 98.500000000000014 -54.499999999999993 20.500000000000004 49.500000000000007 -19.499999999999996 181.1947937011719 -13.499999999999998 238.29680633544925 2871.6833496093755 6113.6403808593759 4.1315000057220468 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 9 5 21 -6 8 13 -4 26 12 -12 -7 -14 16 -8 -18 -3 -5 -21 -2 -9 24 -24 -25 -11 29 -29 -28 right_child=1 18 3 19 6 7 15 22 -10 10 11 -13 14 -15 -16 -17 17 -19 -20 20 -22 -23 23 25 -26 -27 27 28 -30 -31 leaf_value=0.030086337903409661 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13.647088706493376 129.13858041167259 40.892736867070198 310.54467309359461 52.807960376143456 17.058892741799355 20.47364753484726 110.073500841856 73.439141288399696 254.76813027262688 848.38656416162848 897.58812381327152 472.27413977496326 129.46808259189129 leaf_count=3861 63 1364280 7626 545 2247 2138 629 420 2661 5925 1441 381 847 231 398 449 83 580 378 2402 230 83 105 531 347 1256 4375 3873 2374 599 internal_value=-8.56075e-06 -9.57594e-06 0.00105603 -0.000165177 0.00406451 0.00625505 0.000116814 0.00687647 0.00967143 -0.000686028 -0.0016627 -0.006122 -0.00844741 0.00484108 -0.0139096 0.00608495 0.00301863 -0.00494945 -3.69005e-05 0.00729981 0.00632813 -0.0291576 0.00192301 0.00349285 -0.00617039 0.00598024 -0.000893354 0.000156756 -0.00200316 0.00318256 internal_weight=327431 327420 8185.88 5822.43 2363.45 1520.01 843.441 1493.8 954.964 5442.68 4195.37 617.306 535.79 480.837 309.671 375.407 278.654 142.786 319234 379.749 363.353 26.2131 538.832 458.754 93.9128 364.842 3578.06 2347.72 1369.86 977.855 internal_count=1411358 1407497 42839 31016 11823 7835 3988 7689 5030 27839 20213 3067 2686 2369 1245 1741 1292 663 1364658 3177 2632 146 2659 2239 452 1787 17146 11221 6247 4974 is_linear=0 shrinkage=0.03 Tree=207 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 2 2 2 0 1 2 0 0 1 2 2 0 2 2 1 0 1 0 1 2 0 2 2 2 2 split_gain=9.9728 31.5135 23.727 21.4832 34.8754 25.2097 23.3583 26.5799 19.9107 18.274 15.0669 22.9561 22.9272 12.7796 11.9955 11.5058 10.7716 10.7064 19.5037 12.422 8.84714 8.63791 8.45531 8.13565 8.00763 7.97933 57.878 138.197 48.8159 48.7427 threshold=-7.4999999999999991 1.532000005245209 99995.847656250015 3093.6569824218755 -34.499999999999993 8055.6518554687509 1707.8798828125002 723.02862548828136 50.500000000000007 -18.499999999999996 31791.298828125004 35.500000000000007 15.500000000000002 -20.499999999999996 64691.324218750007 161.39817047119143 26.500000000000004 25057.239257812504 15804.419433593752 -21.499999999999996 98.500000000000014 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0.00608743 0.000113732 0.00677975 0.00334313 0.0109103 -0.000664775 -0.00161218 -0.00594208 -0.00819611 0.00309978 -0.0135031 0.00542052 -0.0165296 0.00591685 0.00293303 -0.00479579 -3.47962e-05 0.00710169 0.00615005 0.014539 -0.0048447 -3.30152e-05 0.000443167 -0.00146357 0.000489086 0.00139134 internal_weight=327422 8178.16 5819.52 2358.64 1515.23 843.406 1480.97 808.386 672.58 5440.85 4195.16 616.922 535.658 204.452 309.429 705.5 245.084 374.54 278.248 142.919 319244 378.668 362.67 96.2923 55.0529 319203 28812.4 9569.16 7398.76 19243.2 internal_count=1411358 42888 31065 11823 7835 3988 7648 3966 3682 27888 20242 3067 2686 1035 1245 3455 987 1741 1292 663 1368470 3177 2632 449 221 1368092 150477 50924 39376 99553 is_linear=0 shrinkage=0.03 Tree=208 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 2 0 2 1 2 0 0 2 2 2 2 1 1 0 0 2 2 0 1 1 3 2 2 3 2 split_gain=9.39505 29.7307 22.3833 20.3191 32.7271 23.7573 21.0536 22.794 17.2031 14.1935 21.6181 21.6145 12.3256 11.3129 10.4216 15.7752 11.771 10.1778 10.1655 8.66686 10.2067 17.2673 11.7791 10.6922 8.44833 8.24745 49.8052 93.2874 42.6738 95.5106 threshold=-7.4999999999999991 1.532000005245209 99995.847656250015 3093.6569824218755 -36.499999999999993 25057.239257812504 50.500000000000007 1707.8798828125002 -18.499999999999996 31791.298828125004 35.500000000000007 15.500000000000002 631.94107055664074 64691.324218750007 6860.8740234375009 15804.419433593752 -21.499999999999996 -9.4999999999999982 26.500000000000004 94.500000000000014 4076.2145996093755 94494.871093750015 98.500000000000014 10.500000000000002 -54.499999999999993 10.80550003051758 25918.428710937504 10120.596191406252 12.393000125885012 21398.625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 8 4 -1 14 7 12 -3 -10 11 -11 -6 18 -5 17 -17 -16 -13 25 22 23 -21 -22 -4 -2 27 -27 29 -29 right_child=19 2 24 5 6 -7 -8 -9 9 10 -12 13 -14 -15 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.026912733329442884 -7.8460189798824949e-05 0.0024533325491931722 0.028517377827397002 -0.0046190272851371608 0.0066102175391533034 0.01417550119742861 0.0017772566905947436 0.013929520288642363 -0.00083942520781660809 -0.00090885562599283848 0.0086749128081521371 -0.019344543374443291 -0.0069891453027730146 -0.0019160067228073977 0.015125425001761849 0.022239241828941405 -0.0074018000686842016 -0.00036172674079870871 -0.0047007512029082254 0.0058750119082457862 -0.0081937296719541471 -0.00058479353082819879 -0.018700043599412935 -0.031840922188655987 0.0059763324409339959 0.000661390148486289 0.0013074159147151794 -0.0091712613749011587 -0.0067732050738716788 0.0073047772078512156 leaf_weight=26.832018658518791 283467.52428522916 1244.0534419482574 15.609839766286312 444.19320611655712 408.95358178019524 95.808362945914268 537.68026611208916 466.84817051887512 3579.3658966915682 226.33653126098216 81.016591966152191 189.76829916238785 70.290655568242073 64.34093913435936 97.484778352081776 13.293170213699339 129.75015027821064 62.788365140557289 55.037807002663612 173.29202879965305 320.32580775022507 471.87536122649908 19.532062560319901 18.185711346566677 362.02689100801945 9182.643788382411 21419.650713644922 580.69315496087074 2885.8297115601599 696.42039027810097 leaf_count=146 1191769 7646 545 2137 2017 449 2659 2661 17175 1441 381 766 352 258 460 83 580 279 221 769 1442 2192 107 93 2632 42954 108629 2440 15149 2926 internal_value=-8.04086e-06 0.000996418 -0.000154646 0.00384119 0.00592375 0.00011078 0.00651755 0.00921154 -0.000644937 -0.00156356 -0.00576784 -0.00795297 0.0046156 -0.0131102 -0.0016919 0.00259475 -0.00464723 0.0090582 -0.0160523 -3.3752e-05 -0.00281777 -0.00429383 0.00338569 -0.00946412 0.00690808 -2.49755e-05 0.000411126 -0.00102742 -0.0047526 -0.000186744 internal_weight=327407 8171.48 5817.56 2353.92 1510.6 843.318 1483.77 946.092 5439.92 4195.87 616.5 535.484 479.244 309.147 747.51 303.316 143.043 160.273 244.806 319236 1003.21 810.387 192.824 338.512 377.637 318233 34765.2 13345.6 4162.94 1277.11 internal_count=1411358 42888 31065 11823 7835 3988 7689 5030 27888 20242 3067 2686 2369 1245 3539 1402 663 739 987 1368470 4603 3727 876 1535 3177 1363867 172098 63469 20515 5366 is_linear=0 shrinkage=0.03 Tree=209 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 2 2 2 1 1 2 0 0 0 2 2 0 2 2 1 2 0 0 2 0 2 2 0 3 2 split_gain=8.85034 28.0462 21.122 19.2162 30.7939 22.4726 21.2785 24.2524 18.918 16.1948 13.3715 20.3589 20.3796 11.5476 11.0964 10.7917 10.6977 9.58908 17.4736 11.1549 8.31713 114.63 94.8443 193.438 73.8439 87.4356 56.7664 106.99 82.9621 57.9775 threshold=-7.4999999999999991 1.532000005245209 99995.847656250015 3093.6569824218755 -34.499999999999993 8055.6518554687509 1707.8798828125002 699.95858764648449 -18.499999999999996 -18.499999999999996 31791.298828125004 35.500000000000007 15.500000000000002 54.500000000000007 184.1896667480469 54303.691406250007 48.500000000000007 25057.239257812504 15804.419433593752 -21.499999999999996 79162.558593750015 59.500000000000007 2.5000000000000004 99995.847656250015 2.5000000000000004 33967.421875000007 35189.248046875007 6.5000000000000009 1.8174999952316286 72035.476562500015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 4 -1 -5 7 14 13 -3 -11 12 -12 -8 -6 -14 -10 18 -7 -20 24 22 23 -22 25 -2 -26 29 -29 -28 right_child=20 2 -4 5 6 17 8 -9 16 10 11 -13 15 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 26 -27 27 28 -30 -31 leaf_value=-0.022059587912211902 -0.0012761182151807165 0.0023828294715096112 0.0067219746271685961 -0.0042521072548616376 0.00056873997940258883 0.010560910387599423 0.003385306829268291 -0.010163219634132989 0.015327700985927161 -0.00081398961447984655 -0.00088117865084878246 0.0084403288522875639 -0.016586283666434189 -0.0233232532724367 0.0082781361099607924 -0.0045751964812889949 0.0070291908993638215 0.01381602631394145 0.02185969880971609 -0.0071636416348559682 -0.0079049562993234925 0.0047885985442781727 -0.0025521596404941599 0.0068305662012461176 -6.3998167857013939e-05 -0.014802809392746516 0.0042547024215310314 0.0055241705091967032 -0.00071037021764555456 0.014981487801107219 leaf_weight=34.968238487839699 1270.7804183047265 1242.4611772457138 376.48375131189823 470.41420102119446 280.76439443230629 134.31345376372337 52.028367340564728 106.85058064758778 366.80958086252213 3580.4606546815485 226.44058326631784 80.773992449045181 209.67816489934921 20.235418125987053 418.46982841193676 99.163060083985329 225.91365271806717 95.359036326408386 13.120885789394377 130.03737916052341 1117.3632966578007 3064.8188932277262 15026.778758764267 2838.7600817754865 275596.7779667452 650.09444452635944 4717.1471481397748 2281.21322517097 12163.113171458244 501.71774733811617 leaf_count=187 12842 7646 3177 2247 1393 629 306 527 2107 17175 1441 381 847 100 2046 398 1169 449 83 580 5106 13357 61982 23761 1162481 4160 22864 9333 49429 3155 internal_value=-7.79456e-06 0.000967523 -0.000150017 0.0037339 0.00576413 0.000107894 0.00642552 0.00314841 0.010398 -0.000625693 -0.00151643 -0.00559892 -0.00771744 -0.00409367 0.00518257 -0.0127298 0.0121648 0.00560907 0.00278857 -0.00450357 -3.27398e-05 -0.000594933 -0.00146411 0.00266868 8.96913e-06 -0.00585405 4.71122e-05 0.00160442 0.00027426 0.00528593 internal_weight=327393 8164.75 5815.46 2349.29 1506.04 843.245 1471.07 806.085 664.987 5438.98 4196.52 616.056 535.282 72.2638 699.234 308.841 592.723 372.831 277.472 143.158 319229 22047.7 18982.9 3956.12 297181 1920.87 295260 19663.2 14444.3 5218.86 internal_count=1411358 42888 31065 11823 7835 3988 7648 3966 3682 27888 20242 3067 2686 406 3439 1245 3276 1741 1292 663 1368470 104206 90849 28867 1264264 17002 1247262 84781 58762 26019 is_linear=0 shrinkage=0.03 Tree=210 num_leaves=31 num_cat=0 split_feature=1 1 0 1 2 2 2 1 2 0 1 2 2 0 0 2 2 2 0 2 2 0 1 0 1 0 0 2 2 2 split_gain=11.9253 10.0474 42.6886 26.6136 21.0365 29.0559 22.7858 29.2263 19.7109 64.356 41.1117 22.982 19.0488 35.4371 17.9739 33.8967 24.1264 33.9813 20.5573 78.6416 67.5537 32.2613 17.5936 16.2564 14.7813 18.5085 27.7414 18.3292 14.7349 50.3924 threshold=93.500000000000014 7.5000000000000009 22.500000000000004 33.500000000000007 68532.378906250015 79162.558593750015 7882.7980957031259 12.500000000000002 7700.5261230468759 46.500000000000007 21.500000000000004 13578.460937500002 37774.541015625007 88.500000000000014 43.500000000000007 2602.8994140625005 3038.2934570312505 202.10085296630862 26.500000000000004 4905.5217285156259 6261.4145507812509 27.500000000000004 11.500000000000002 70.500000000000014 12.500000000000002 26.500000000000004 37.500000000000007 11873.722656250002 28492.581054687504 12715.829589843752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 6 -6 -3 -8 14 10 24 -12 13 -11 15 -4 17 -16 19 -17 -20 -22 -14 -19 27 -26 -27 -10 29 -9 right_child=-2 2 3 -5 5 -7 7 28 9 12 11 -13 22 -15 16 18 -18 23 20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=3.0584798279332662e-05 -0.029368600710584711 -2.1014221279175812e-05 -0.003426442484188638 0.0028250893195205513 -0.028962796420409088 0.0005324581997041371 0.0042326990413631103 0.021078136746051034 -0.017224250174886276 0.000800338668239944 -0.015050697985147783 0.0066250346286683762 0.017201380133934727 -0.023392444746966473 -0.0086403751981213688 -0.020345929563614369 -0.0063983078840694563 -4.8773069778478123e-05 0.0076712078851310268 0.010279829046429264 0.017252267713309108 -0.027114576398424128 0.0021860385942648608 0.010200829523801039 -0.00013074370809262442 -0.024226674219245677 -0.0062249997305961723 -0.0054966433376574817 0.024758663031131192 -0.017279208553515595 leaf_weight=316960.43110068212 12.443646382540463 411.11510600149632 1089.15635612607 1054.6892660185695 36.879511818289757 162.52997851371765 464.52679091691971 112.86966474354267 165.47662025690079 530.47284919023514 56.712418541312218 196.75716476142406 109.07305354624987 60.729831278324127 422.05303944647312 135.71430358290672 1110.2571998536587 1643.1220098882914 1038.48886936903 169.96687836945057 18.218607872724533 77.487858474254608 197.21324007213116 152.16618418693542 56.536260575056076 246.47069723904133 112.0806939303875 435.86363495886326 115.3232683390379 42.407248720526695 leaf_count=1363531 182 1900 5889 4381 148 659 1865 452 755 2181 250 801 443 261 2678 626 5578 7619 4279 681 73 363 808 759 229 1064 529 1855 464 170 internal_value=-6.71289e-07 4.44964e-07 -0.000915979 -0.00165509 0.00407055 -0.0049225 0.00563505 0.00879817 -0.00224397 -0.00468815 -0.00903403 0.00177521 0.00146103 -0.00168481 -0.00133944 0.000566933 -0.00278831 -0.000980731 0.00358762 -0.00331719 0.00544856 -0.0186689 0.00753322 0.000819969 -0.0117296 -0.016084 -0.0185995 -0.00872384 0.0166355 0.0106025 internal_weight=327397 327385 10424.4 9078.71 1345.65 199.409 1146.24 735.127 8024.02 2167.39 1269.9 253.47 897.489 591.203 5856.63 2529.03 3327.6 2217.34 1439.88 305.681 1134.2 95.7065 306.286 1795.29 1016.43 415.088 358.551 601.34 270.6 155.277 internal_count=1411473 1411291 47760 42102 5658 807 4851 2951 37721 9176 5483 1051 3693 2442 28545 11911 16634 11056 6022 1307 4715 436 1251 8378 4432 1822 1593 2610 1086 622 is_linear=0 shrinkage=0.03 Tree=211 num_leaves=31 num_cat=0 split_feature=1 1 0 1 2 2 2 1 2 0 1 2 2 0 0 2 2 2 0 2 2 0 1 0 2 0 1 1 1 0 split_gain=11.4828 9.46765 40.1955 25.0693 19.7976 27.3507 21.4512 27.5438 18.5941 60.7617 38.8641 21.6695 17.9353 33.5559 16.9317 31.9529 22.7774 32.1467 21.8616 78.729 66.1647 30.6511 16.5916 15.2208 14.1622 27.3879 19.239 17.7686 16.3167 14.1174 threshold=93.500000000000014 7.5000000000000009 22.500000000000004 33.500000000000007 68532.378906250015 79162.558593750015 7882.7980957031259 12.500000000000002 7700.5261230468759 46.500000000000007 21.500000000000004 13578.460937500002 37774.541015625007 84.500000000000014 43.500000000000007 2871.6833496093755 3038.2934570312505 202.10085296630862 26.500000000000004 4905.5217285156259 6261.4145507812509 27.500000000000004 11.500000000000002 70.500000000000014 45473.716796875007 87.500000000000014 56.500000000000007 68.500000000000014 58.500000000000007 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 6 -6 -3 -8 14 10 29 -12 13 -11 15 -4 17 -16 19 -17 -20 -22 -14 -19 25 26 -5 -26 -28 -10 right_child=-2 2 3 24 5 -7 7 -9 9 12 11 -13 22 -15 16 18 -18 23 20 -21 21 -23 -24 -25 27 -27 28 -29 -30 -31 leaf_value=2.9667315351317195e-05 -0.029143407942084837 -2.0383992871549836e-05 -0.0031272433777288638 0.004953106274530732 -0.028104303693195238 0.0005164548467784854 0.0041059602116138424 0.01614964986229778 -0.0048872479221776241 0.0015493694448809382 -0.014651109061068094 0.0064245513843990904 0.016709431288976919 -0.017683650462170106 -0.0084254495031260996 -0.020979754086960112 -0.0062206716470406143 -4.7310559121774046e-05 0.0079804502399729253 0.0099687256424055223 0.016728086745695772 -0.026548673654882657 0.0021208133224512702 0.009850339529627385 0.002950737567423116 -0.0212924017647796 -0.027155456109750252 0.030426949365891246 -0.002131775997436065 -0.013335974920613412 leaf_weight=316960.16188939987 12.167785629630087 411.11249355971813 1154.6113301813602 740.56514820456505 36.866045251488686 162.53922775387764 464.49979320168495 270.38392941653728 230.38221508264542 493.06609462201595 56.514436081051826 196.80939583480358 108.91814158111811 97.843659207224846 419.86827412247658 130.96317128837109 1107.7414285093546 1643.0991309732199 975.75430968403816 170.01232913136482 18.225694686174393 76.7762381285429 197.18063239753246 152.84255604445934 51.243119135499001 44.498390957713127 27.644309222698212 36.109627023339272 154.62861543893814 782.8084289431572 leaf_count=1363531 182 1900 6165 3057 148 659 1865 1086 937 2029 250 801 443 413 2678 609 5578 7619 4020 681 73 363 808 759 219 206 112 158 629 3495 internal_value=-6.58511e-07 4.24663e-07 -0.000889646 -0.00160757 0.00394922 -0.00477495 0.00546725 0.00853716 -0.00217982 -0.00455608 -0.00878714 0.00172275 0.00141788 -0.00163526 -0.00130099 0.000550208 -0.00270815 -0.000952141 0.00364558 -0.00349786 0.00565351 -0.0182462 0.00731183 0.000795023 0.00274034 0.00169568 0.00280414 0.0143088 -0.00592698 -0.0114149 internal_weight=327386 327374 10413.5 9068.11 1345.4 199.405 1146 734.884 8013.42 2163.52 1266.51 253.324 897.009 590.91 5849.89 2526.34 3323.55 2215.81 1371.73 300.976 1070.76 95.0019 306.099 1795.94 1054.69 967.336 922.838 87.3527 182.273 1013.19 internal_count=1411473 1411291 47760 42102 5658 807 4851 2951 37721 9176 5483 1051 3693 2442 28545 11911 16634 11056 5746 1290 4456 436 1251 8378 4381 4004 3798 377 741 4432 is_linear=0 shrinkage=0.03 Tree=212 num_leaves=31 num_cat=0 split_feature=1 0 1 0 1 2 2 2 1 2 0 1 2 2 0 0 2 2 2 0 2 2 0 1 0 1 2 0 0 2 split_gain=11.0566 10.8583 8.90084 37.8481 23.6153 18.6317 25.7572 20.1947 25.9569 17.5408 57.3706 36.7412 20.4323 16.8872 32.1656 15.9493 30.1607 21.5023 30.4276 18.1842 70.3327 60.2642 29.1249 15.6493 14.2073 14.1041 17.3891 17.2629 26.5563 13.9404 threshold=93.500000000000014 1.0000000180025095e-35 7.5000000000000009 22.500000000000004 33.500000000000007 68532.378906250015 79162.558593750015 7882.7980957031259 12.500000000000002 7700.5261230468759 46.500000000000007 21.500000000000004 13578.460937500002 37774.541015625007 88.500000000000014 43.500000000000007 2602.8994140625005 3038.2934570312505 210.22515869140628 26.500000000000004 4905.5217285156259 6261.4145507812509 27.500000000000004 11.500000000000002 70.500000000000014 12.500000000000002 11873.722656250002 26.500000000000004 37.500000000000007 28492.581054687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 5 9 7 -7 -4 -9 15 11 25 -13 14 -12 16 -5 18 -17 20 -18 -21 -23 -15 -20 26 -11 -27 -29 -10 right_child=-2 2 3 4 -6 6 -8 8 29 10 13 12 -14 23 -16 17 19 -19 24 21 -22 22 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.030083980112610501 -0.028919694206047893 2.7753383736643319e-05 -1.9772617709586186e-05 -0.0032402325834467592 0.0026588518586093384 -0.027281953506177823 0.00050093343882299146 0.0039830437899372861 0.0098094399566463382 -0.016492934076267771 0.00077052207329921093 -0.014262118824696027 0.0062303123200183434 0.016233144043259089 -0.022376619748866424 -0.0079220212918915192 -0.019409409420856231 -0.0060476680640583333 1.4213632697964328e-05 0.0072124224931610376 0.009667610804603044 0.016222358479805295 -0.025997079134104841 0.0020575286926671865 0.0095704160290727737 1.9773476275112019e-05 -0.005024041253908638 -0.023367644738889446 -0.0056825842757134383 0.023591246480686088 leaf_weight=10.797718768706543 11.898140560835598 316949.10290418845 411.10995995998383 1085.7632536441088 1054.3854495473206 36.838357388973236 162.54817706346512 464.46967278420925 155.13348053395748 163.89600744843483 530.47340911626816 56.317184492945671 196.85612201690674 108.75294277817011 60.157928422093391 446.48465067148209 133.76074139773846 1105.2851764261723 1614.5102943107486 1039.8242391943932 170.04786178469658 18.229986503720284 76.063957020640373 197.14857548475266 153.31379634141922 56.513265162706375 434.16234990954399 244.08504638075829 111.24761392176151 115.03780211508274 leaf_count=3880 182 1359651 1900 5889 4381 148 659 1865 622 755 2181 250 801 443 261 2852 626 5578 7446 4279 681 73 363 808 758 229 1855 1064 529 464 internal_value=-6.45524e-07 4.05553e-07 -5.86757e-07 -0.000864077 -0.00156144 0.00383153 -0.00463219 0.00530441 0.00828386 -0.00211747 -0.00442774 -0.00854726 0.00167187 0.00137602 -0.0015871 -0.00126362 0.000533964 -0.00263021 -0.000924368 0.00338382 -0.00313441 0.00512993 -0.0178347 0.00709719 0.000842971 -0.0111091 -0.00816706 -0.0153814 -0.0178308 0.0156777 internal_weight=327374 327362 327352 10402.4 9057.28 1345.14 199.387 1145.75 734.641 8002.89 2159.61 1263.08 253.173 896.533 590.631 5843.28 2523.69 3319.59 2214.31 1437.93 303.809 1134.12 94.2939 305.902 1767.82 1009.9 598.058 411.846 355.333 270.171 internal_count=1411473 1411291 1407411 47760 42102 5658 807 4851 2951 37721 9176 5483 1051 3693 2442 28545 11911 16634 11056 6022 1307 4715 436 1251 8204 4432 2610 1822 1593 1086 is_linear=0 shrinkage=0.03 Tree=213 num_leaves=31 num_cat=0 split_feature=0 2 2 3 1 1 1 1 3 2 0 1 2 2 2 2 0 0 2 1 2 3 2 2 1 2 0 0 1 0 split_gain=10.8054 8.61339 14.0909 10.4041 10.0701 9.67165 29.421 8.51175 24.6868 35.6124 85.6877 52.9127 29.1779 57.4513 25.0376 24.2442 51.5115 28.0538 21.4516 20.788 35.451 20.6788 40.823 33.9901 25.8678 20.8853 30.9652 26.5693 23.2836 18.3647 threshold=94.500000000000014 4076.2145996093755 94494.871093750015 21.500000000000004 10.500000000000002 93.500000000000014 56.500000000000007 6.5000000000000009 2.3904999494552617 5699.5627441406259 46.500000000000007 29.500000000000004 5216.6582031250009 1289.946716308594 9416.2739257812518 2292.840698242188 48.500000000000007 48.500000000000007 10120.596191406252 19.500000000000004 5216.6582031250009 8.545499801635744 84255.890625000015 35189.248046875007 14.500000000000002 40758.552734375007 75.500000000000014 85.500000000000014 9.5000000000000018 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 4 -2 -3 6 -4 -1 9 15 11 14 13 -10 -11 17 -17 -9 -13 20 -18 25 23 24 -23 26 -14 28 29 -27 right_child=1 2 5 -5 -6 -7 -8 8 12 10 -12 18 21 -15 -16 16 19 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=3.9296119670920767e-05 -0.0059178358286319423 -0.0078796433215088391 -0.0017103371035287528 0.0082037170118810683 -0.031055161904595199 -0.028554893855782179 0.044493460261271052 -0.005128369418928377 0.0038334769015500821 -0.020111731609381341 0.0026922728524209662 -0.028250334278624355 0.0072008408193292399 -0.0087434651385608162 -0.0096066712771145334 0.0048799523647558678 -0.0055712627390437398 0.00082964385358078963 0.01068544907217398 0.0028905009529929014 0.038568112111092658 0.0023251514667065737 0.010188977852387371 -0.038135872150075509 -0.023923962395188129 -0.013756544378852346 -0.0034681197779377242 0.021269628664946243 0.0020460671648113347 0.0072780281944294124 leaf_weight=314054.55163133843 78.166824728250504 324.54421273618937 454.09291186928749 117.59453501552343 17.799340732395649 11.284940510988234 12.751846037805079 1644.4668475687504 642.02189758419991 266.15804943442345 787.1044497191906 14.069737598299978 1504.1503631919622 665.94757241010666 877.04702757298946 1670.2145898491144 1088.9063766002655 1253.3707981556654 134.26281432807446 426.32749247550964 16.62643638253212 99.623711064457893 106.79601290822029 38.576212286949158 51.130508556962013 191.72970569133759 292.43479181826115 46.696772933006287 427.74739569425583 46.395471483469009 leaf_count=1350413 354 1463 1986 535 94 178 58 9090 3307 1333 3321 60 6043 2994 3858 7169 5080 6416 542 1793 74 404 438 157 227 778 1183 195 1742 188 internal_value=-6.32605e-07 -0.00308929 -0.00443838 0.00256503 -0.0090846 -0.00111166 -0.000448282 8.98538e-06 -0.000765451 -0.00171891 -0.00511012 -0.00986515 0.00113034 -0.00257002 -0.0120524 -0.000563295 0.00123593 -0.00255141 0.00699229 -0.00273722 -0.00490744 0.00285565 -0.00464193 -0.0130076 -0.00657762 0.0037405 0.00546423 -0.000605482 -0.00213955 -0.00965824 internal_weight=327363 1016.23 820.473 195.761 342.344 478.13 466.845 326346 12291.8 8178.55 2078.64 1291.54 4113.25 1307.97 1143.21 6099.91 3202.07 2897.84 148.333 1531.86 1105.53 2805.28 296.126 189.33 150.754 2509.15 1796.59 712.569 665.873 238.125 internal_count=1411473 4668 3779 889 1557 2222 2044 1406805 56392 38736 9114 5793 17656 6301 5191 29622 14116 15506 602 6947 5154 11355 1226 788 631 10129 7226 2903 2708 966 is_linear=0 shrinkage=0.03 Tree=214 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 2 3 1 0 2 1 2 2 0 0 2 2 0 1 2 2 0 1 0 2 2 2 2 0 2 split_gain=10.1776 8.30128 20.8137 9.40053 8.46531 10.2249 9.81439 8.20764 43.9596 39.0606 36.5214 16.7948 16.0814 26.1843 25.1896 51.2967 17.0981 17.8466 15.9561 13.4574 12.3188 58.0441 16.5928 16.503 29.372 24.8854 16.5723 15.5728 12.4707 12.0786 threshold=94.500000000000014 93.500000000000014 74.500000000000014 30.500000000000004 4076.2145996093755 94494.871093750015 21.500000000000004 10.500000000000002 22.500000000000004 3383.5720214843755 18.500000000000004 464.60191345214849 2292.840698242188 49.500000000000007 73.500000000000014 32790.857421875007 5216.6582031250009 88.500000000000014 16.500000000000004 84255.890625000015 12127.694824218752 46.500000000000007 12.500000000000002 56.500000000000007 1338.8272094726565 4246.3449707031259 342.01971435546881 302.06753540039068 76.500000000000014 17466.614257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 6 -6 -2 -1 9 11 20 -9 13 -12 19 16 -16 -18 -11 -14 23 22 29 27 26 -26 -25 -10 -27 -22 right_child=1 -3 -4 -5 5 -7 -8 8 10 18 12 -13 14 -15 15 -17 17 -19 -20 -21 21 -23 -24 24 25 28 -28 -29 -30 -31 leaf_value=3.0289857611517993e-05 -0.0055271724004128404 -0.02847799652830842 0.032890950492829488 -0.025572782021613179 -0.0082332675951992691 -0.0012815270828643751 0.0082334156329190947 0.026647363149276172 -0.0076315307475244721 0.0061645443202005311 -0.0090587300263709099 -0.014969700891577351 0.0032250305818930301 0.0044011596413510738 -0.033034668034890843 0.0097332320316136142 -0.0055857986046399929 -0.026171163882460852 0.017499576926347897 -0.028359923406025597 0.0053647421155745599 0.0028505233215751638 -0.020250711800753253 -0.0048198401321939066 -0.016654436610355611 0.0062942016912634112 0.013899793262313578 -0.00041882600700956146 -0.014288484856528311 -0.013653781333704974 leaf_weight=319757.2184372663 77.596649870276451 11.380079645663498 14.564772631973026 16.669689878821373 332.44225317239761 445.73861275613308 116.95845702290535 9.6308237910270673 331.09163703769445 453.65136341750622 349.4061668291688 93.014147460460663 1918.8065374195576 207.22190271317959 34.345295459032059 132.04401336610317 167.31844834983349 49.004944905638695 148.3096879273653 12.217991307377813 46.174546912312508 263.94007651507854 239.70647618174553 106.54742857813835 292.84863421320915 80.888613179326057 70.876068219542503 1446.0927511677146 39.395962089300156 86.086264222860336 leaf_count=1376575 351 182 70 78 1506 1951 530 48 2192 1848 1897 479 8124 1000 159 553 675 218 596 51 208 1070 1056 632 1303 328 360 6900 162 371 internal_value=-6.20989e-07 -0.00299951 -0.00271071 -0.0032348 -0.00285199 -0.00425134 0.00274512 8.70967e-06 -0.00104021 0.00604047 -0.00188956 -0.0110649 0.000530265 -0.00404787 0.00163165 -0.0053996 -0.0133711 -0.0102491 0.00895724 0.00302519 -0.004202 -0.00790925 -0.0155441 -0.00320634 -0.00755116 -0.0119356 0.00265817 -0.00176256 -0.000447101 -0.00701408 internal_weight=327351 1015.35 1003.97 989.406 972.736 778.181 194.555 326336 6578.62 704.606 5874.01 102.645 2870.37 556.628 2313.74 382.713 250.669 216.323 601.961 1931.02 3003.65 635.907 371.967 2367.74 590.557 413.133 177.423 1777.18 120.285 132.261 internal_count=1411473 4668 4486 4416 4338 3457 881 1406805 30230 2971 27259 527 12677 2897 9780 1605 1052 893 2444 8175 14582 2705 1635 11877 2785 1793 992 9092 490 579 is_linear=0 shrinkage=0.03 Tree=215 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 3 2 2 2 3 2 0 1 2 0 0 2 2 2 2 3 0 2 2 2 2 2 2 2 2 split_gain=12.1298 37.8459 62.8636 20.0046 27.0987 36.5328 142.677 63.7343 33.406 33.29 51.5305 74.8575 27.5439 25.5805 32.2963 25.3205 24.8153 69.8792 63.6274 44.3004 33.0036 25.9872 55.6324 31.0393 50.8892 37.5307 25.9066 34.8551 27.8809 58.9567 threshold=1.0000000180025095e-35 1.5000000000000002 99995.847656250015 1.1510000228881838 207.08887481689456 1.4100000262260439 276.59585571289068 55938.710937500007 455.77806091308599 2.3904999494552617 164.41123962402347 37.500000000000007 13.500000000000002 640.43759155273449 45.500000000000007 53.500000000000007 6704.7329101562509 2770.7851562500005 2471.414184570313 3527.054809570313 1.0205000042915346 48.500000000000007 2243.352905273438 263.64595031738287 302.06753540039068 186.24382019042972 496.29238891601568 1707.8798828125002 1395.3037719726565 1209.7733154296877 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 16 9 6 12 8 -8 10 15 -12 -6 14 -10 -5 17 18 21 -19 -20 22 23 25 -25 -2 -26 28 29 -28 right_child=3 -3 -4 4 5 -7 7 -9 13 -11 11 -13 -14 -15 -16 -17 -18 19 20 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=-0.0042172273404209506 -0.0043438984765234601 0.00017585565926377412 0.018997213994092713 0.004818771749776388 0.010966412794911479 -0.00013588780154058335 -0.0067278771289924532 -0.018481079266503775 0.015618855802408817 -0.0067884179652506326 0.022760492265013074 -0.0038211255704076125 -0.017904471795428742 0.00069631408099099404 0.0018676209542351904 -0.0011720355863596512 0.0015397393107488013 -0.017072070184747809 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747 494 1681 3173 2330 567 108 internal_value=1.00585e-05 0.000200252 0.00909634 -0.000165478 -4.64441e-05 4.66184e-05 0.00131181 0.000521102 0.00070396 -0.00179384 -0.00100283 -0.00316272 0.0103585 0.000951379 0.00665545 0.002277 -0.00105495 -0.00148381 -0.000182995 -0.00429082 0.00678119 -0.000881635 -0.00313928 -0.00442431 -0.00727327 -0.00104736 -0.00564694 -0.00674802 -0.0109391 -0.00837903 internal_weight=326991 156943 429.214 170048 149977 142393 17951 16508.2 16350.8 7583.55 6546.71 3947.28 1442.86 15824 677.303 2599.44 20070.7 17223.9 11769.6 5454.23 1073.07 10696.6 3211.15 2903.64 1574.94 1328.7 1443.64 1342.84 766.503 638.647 internal_count=1410131 692260 18831 717871 627799 593937 75386 69289 68641 33862 29256 17933 6097 66270 2906 11323 90072 78217 50794 27423 4299 46495 14615 13381 7419 5962 6672 6178 3848 3281 is_linear=0 shrinkage=0.03 Tree=216 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 3 2 3 2 2 3 2 0 1 0 2 2 2 2 2 2 2 2 2 0 2 2 2 2 1 split_gain=11.4159 35.9601 60.5366 19.0813 36.1739 18.8417 25.516 34.3652 133.986 60.0201 31.5663 31.4811 28.6343 25.954 24.2102 34.2865 86.0998 54.8345 48.6077 45.4619 32.9362 49.1318 31.3649 70.9758 29.9341 36.573 35.8308 83.876 52.0883 46.4921 threshold=1.0000000180025095e-35 1.5000000000000002 99995.847656250015 45473.716796875007 50009.173828125007 1.1510000228881838 207.08887481689456 1.4100000262260439 276.59585571289068 55938.710937500007 3.4465000629425053 455.77806091308599 54.500000000000007 13.500000000000002 50.500000000000007 249.24568176269534 1637.6347656250002 173.86003112792972 2726.1987304687505 6559.7421875000009 1443.1333007812502 1099.1130981445315 352.49255371093756 723.02862548828136 51.500000000000007 14427.237304687502 3673.103149414063 2871.6833496093755 2554.751831054688 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 14 10 8 13 11 12 -10 -7 -8 15 17 20 -2 -18 -20 21 22 -17 -24 25 -16 27 28 -26 -29 right_child=5 -3 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 -15 24 16 18 -19 19 -21 -22 -23 23 -25 26 -27 -28 29 -30 -31 leaf_value=0.0019674003520330271 -0.001940401021826404 0.00017058536432730331 0.018769899507646223 -0.050410650193686998 0.0008898557951455135 -3.2835464805299576e-06 0.010617675389195379 -0.00013181287428564795 -0.0065391418651869135 -0.017943290720960705 -0.011574081946763187 0.0009226899103528057 -0.0039634988879134895 -0.017544567428546556 0.0030821474517317804 -0.018823811890147327 0.0016641286339376979 0.0072469394200729946 -0.0063174256927498954 0.00031274810233255585 -0.021756824944773184 0.0085662146982907732 0.0019796820057854281 -0.014059249575229927 -0.00072788721670284998 -0.012275678587540736 0.0033615830538062681 -0.010684002692023728 0.013091722261656519 0.0022599766311137467 leaf_weight=132.13116780179553 1871.1462315022945 156509.11666705459 241.73008556384593 20.558924004435539 31.06032695248723 4796.4966263622046 1415.0696683973074 124440.77473740093 525.76844148337841 157.19998940825462 282.8695525676012 15826.29902176559 2499.4884888678789 30.077872827649117 3145.2552674859762 264.57586499303579 2685.5458737015724 850.40397368371487 2267.2050869017839 1578.9998990893364 168.27007821202278 149.21991005539894 432.59606969356537 582.9105191975832 2853.6977381557226 146.0339423418045 1241.5216152220964 1238.4494113773108 268.56727284193039 312.82054299116135 leaf_count=6548 8518 673429 11394 271 618 21372 5919 518551 2371 648 1305 66270 11185 178 13350 1361 10833 3581 11211 6752 742 677 2064 3000 12020 588 5129 7287 1076 1883 internal_value=9.74905e-06 0.000194263 0.00890394 -0.00407506 -0.0195421 -0.000160553 -4.50629e-05 4.52133e-05 0.00127217 0.000505414 -0.00174122 0.000682769 -0.00135999 0.0100315 -0.00102411 -0.00198416 -0.0029599 0.000930371 -0.001433 -0.00359551 -0.0092027 -0.00772472 -0.00962376 -0.00722682 0.000107443 0.00240072 -0.0011686 -0.00237204 0.000460831 -0.00807379 internal_weight=326966 156935 425.481 183.75 51.6193 170031 149974 142395 17954.4 16509.3 7578.85 16352.1 7295.99 1445.15 20057.2 10850.9 8129.32 2721.55 6531.75 3846.2 1597.57 1429.3 1280.08 1015.51 9206.35 3291.29 5915.06 4673.53 3122.27 1551.27 internal_count=1410131 692260 18831 7437 889 717871 627799 593937 75386 69289 33862 68641 32557 6097 90072 48739 36640 12099 28796 17963 7844 7102 6425 5064 41333 13938 27395 22266 13096 9170 is_linear=0 shrinkage=0.03 Tree=217 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 3 2 2 3 2 0 2 1 2 3 3 0 0 2 0 0 2 0 2 2 0 2 3 2 1 split_gain=10.7446 34.1781 58.2599 17.7529 24.0223 32.3279 125.839 56.5293 30.6385 48.2639 69.8446 29.6665 24.4588 24.1554 41.7739 30.9539 43.8095 28.8156 28.1706 31.3053 31.3677 30.3112 33.5963 27.4649 63.7376 53.0863 52.1339 51.5733 71.4454 36.9392 threshold=1.0000000180025095e-35 1.5000000000000002 99995.847656250015 1.1510000228881838 207.08887481689456 1.4100000262260439 276.59585571289068 55938.710937500007 2.3904999494552617 164.41123962402347 37.500000000000007 455.77806091308599 13.500000000000002 3325.9851074218755 40.666500091552741 5.9049999713897714 17.500000000000004 66.500000000000014 358.41200256347662 72.500000000000014 80.500000000000014 1289.946716308594 72.500000000000014 2243.352905273438 767.85998535156261 25.500000000000004 282.07974243164068 1.7404999732971194 245.54091644287112 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 8 6 12 11 9 -5 -11 -8 -6 14 15 16 -7 23 19 -19 -21 -20 -23 24 25 -18 27 28 -27 -26 right_child=3 -3 -4 4 5 13 7 -9 -10 10 -12 -13 -14 -15 -16 -17 17 18 21 20 -22 22 -24 -25 29 26 -28 -29 -30 -31 leaf_value=-0.0039359968945699248 -0.00099440964867318193 0.00016547295762940858 0.018541510365639887 0.0022411590215186106 0.010281194363212506 0.003410651992623844 -0.0063554645404463195 -0.017423344069981698 -0.006490295825035422 0.021930913952801143 -0.0036636496725324227 0.00089490363024174557 -0.017190217888374763 0.00017986810603287862 -0.025126201236046496 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17497 66270 178 331389 287 30837 27577 3271 14665 551 239 1713 2715 19112 20925 9603 32230 8573 3158 595 internal_value=9.44863e-06 0.000188458 0.00871668 -0.000155783 -4.37186e-05 4.3852e-05 0.00123378 0.000490221 -0.00168995 -0.000931597 -0.00302456 0.000662245 0.0097159 -0.00012786 -0.000695579 -0.000660397 -0.000306711 -0.00059717 -0.00261953 -0.00738643 0.00388606 -0.00162372 -0.00606364 -0.000218559 0.000196337 -0.000618774 0.000538294 -0.00189015 0.000658257 0.00315322 internal_weight=326938 156926 421.798 170011 149971 142396 17957.2 16509.9 7574.74 6541.35 3941.36 16352.9 1447.28 124439 43741.6 43678.7 36516.6 33870.2 5341.02 922.945 178.778 4418.07 1053.79 28529.2 23800.6 18657.4 12251.9 4823.74 2879.97 5143.19 internal_count=1410131 692260 18831 717871 627799 593937 75386 69289 33862 29256 17933 68641 6097 518551 187162 186875 156038 144927 23154 4061 790 19093 4428 121773 102661 81141 53564 21334 12761 21520 is_linear=0 shrinkage=0.03 Tree=218 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 3 2 3 2 2 3 2 2 0 2 0 3 0 0 2 0 0 2 0 2 2 0 2 3 split_gain=10.112 32.4627 56.0753 17.5501 31.9967 17.2777 17.3653 23.138 29.4127 118.201 53.2473 29.044 27.9556 27.1628 25.6941 24.1727 36.3699 28.7392 41.1995 27.1376 26.6029 29.6506 31.5015 28.5662 31.7377 25.8446 59.9431 49.9853 49.0475 48.6198 threshold=1.0000000180025095e-35 1.5000000000000002 99995.847656250015 45473.716796875007 50009.173828125007 95.500000000000014 1.1510000228881838 207.08887481689456 1.4100000262260439 276.59585571289068 55938.710937500007 3.4465000629425053 455.77806091308599 87.470542907714858 54.500000000000007 3325.9851074218755 2.5000000000000004 5.9049999713897714 17.500000000000004 66.500000000000014 358.41200256347662 73.500000000000014 80.500000000000014 1289.946716308594 72.500000000000014 2243.352905273438 767.85998535156261 25.500000000000004 282.07974243164068 1.7404999732971194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 -2 11 9 -9 12 13 -11 -8 -15 16 -10 18 -18 25 21 -21 -23 -22 -25 26 27 -20 29 -29 right_child=5 -3 -4 4 -6 -7 7 8 15 10 -12 -13 -14 14 -16 -17 17 -19 19 20 23 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.0020228986405393503 -0.00096480547571391358 0.00016051354695873635 0.01831211587717298 -0.046600345164790842 0.00097871528721546496 -0.0059725333342150223 0.0038019074328297453 0.009411137597011638 -0.023912936780339365 -0.0061767167600932701 -0.016920384007262652 -0.011102249324410495 0.00086795759355518009 -0.00059394225227529611 -0.0046074859587183397 0.00020667663880222109 0.0033059609065638641 -0.0023791293143854289 -0.0027490065892200265 -0.0097355131137525069 -0.00022602673261258563 0.012782612223816226 -0.015262654145173823 -0.012421927927703268 -0.001734890723168365 -0.0022379817672577075 0.0030569312676403102 0.00063839482037065013 0.0020506981903548088 -0.005504979240469941 leaf_weight=132.36709042917937 20035.647385463119 156499.78479839116 233.25757653918117 21.504204194992781 31.144371159374714 457.62010714039207 839.14946955442429 1449.2816136777401 60.507021576166153 523.75331698358059 156.85639305412769 281.12597201764584 15829.916430257261 4293.4433481842279 2156.6523240804672 80263.271771624684 2648.3394979983568 7136.3490471243858 6400.7968652546406 751.65410362184048 3364.065747871995 117.25800359249115 52.044513687491417 409.12076824903488 643.40749299526215 4727.922199562192 5145.950669452548 2880.1224726140499 7432.2202451527119 1940.64906924963 leaf_count=6548 90072 673429 11394 271 618 2251 3573 6097 279 2371 648 1305 66270 19276 9708 329239 11111 30744 27577 3313 14665 509 239 1713 2715 19112 21520 12761 32230 8573 internal_value=9.15847e-06 0.000182821 0.00852931 -0.00380431 -0.0184549 -0.000151143 -0.00013543 -2.42818e-05 6.19117e-05 0.00119656 0.000475488 -0.00164028 0.00064234 -0.00127536 -0.00193591 -0.000102462 -0.000670118 -0.000637899 -0.000297587 -0.000579392 -0.00254272 -0.00718081 0.00416134 -0.00157558 -0.00588897 -0.000212052 0.000190407 -0.00060037 0.000522049 -0.00183468 internal_weight=326915 156918 418.273 185.016 52.6486 169997 169540 149504 141933 17959.8 16510.5 7570.37 16353.7 7289.25 6450.1 123974 43710.4 43649.9 36513.6 33865.2 5337.55 920.957 169.303 4416.59 1052.53 28527.7 23799.7 18653.8 12253 4820.77 internal_count=1410131 692260 18831 7437 889 717871 715620 625548 591686 75386 69289 33862 68641 32557 28984 516300 187061 186782 156038 144927 23154 4061 748 19093 4428 121773 102661 81141 53564 21334 is_linear=0 shrinkage=0.03 Tree=219 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 2 2 2 2 2 2 0 0 1 2 2 0 0 2 2 2 2 0 0 2 0 0 2 0 2 split_gain=9.51659 30.8424 53.94 16.6898 206.276 177.78 75.6426 74.2241 72.9151 48.2689 144.963 48.0001 35.4866 28.6291 26.004 24.2417 37.76 74.7515 45.5491 76.8857 36.5186 32.9867 103.084 67.5807 129.981 59.5755 49.6842 45.3673 92.9094 62.8086 threshold=1.0000000180025095e-35 1.5000000000000002 99995.847656250015 28.166500091552738 64691.324218750007 33967.421875000007 28492.581054687504 6559.7421875000009 2817.958129882813 99995.847656250015 89440.765625000015 1.5000000000000002 2.5000000000000004 1.5000000000000002 2192.347534179688 3910.889038085938 46.500000000000007 25.500000000000004 396.72427368164068 619.68685913085949 87.470542907714858 99995.847656250015 17.500000000000004 16.500000000000004 13264.737792968752 91.500000000000014 52.500000000000007 42366.021484375007 4.5000000000000009 68532.378906250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 15 5 6 7 8 14 10 13 -8 -11 -6 -5 16 17 20 -19 -20 -2 23 -23 24 -17 26 -25 28 -26 -29 right_child=3 -3 -4 4 9 -7 11 -9 -10 12 -12 -13 -14 -15 -16 21 -18 18 19 -21 -22 22 -24 25 27 -27 -28 29 -30 -31 leaf_value=-0.0036757223058270973 -0.025529936483454127 0.00015570258968699617 0.018081790306328976 -0.0039293330068636582 0.0033476084898968169 -0.020442590793422259 0.058938974756056327 -0.010003766485709078 0.0096245153516651798 0.0065467827567765894 -0.014148581256725152 0.010600856354011626 -0.00082649172768283581 0.023172055190739099 -0.039309897880450813 -0.001836547720917088 -0.0011156878366772841 -0.00029363578551552507 0.0077219893884344637 0.0013729790899279794 -0.0012183384597085709 -0.0040935770830141729 0.0035254083912504342 -0.00059401692013322553 -0.011243965875150938 -0.0096864529668397627 0.0014725951286478516 0.0094062856805174951 0.0033036363385250326 0.00062346507558612169 leaf_weight=185.58285994105972 55.762175753712654 156495.32518724725 229.20369781646878 35.553106665611267 945.19218476116657 794.94750770181417 24.385576263070107 850.48732846230268 412.5540854036808 2048.6599150300026 573.06084503978491 76.455859899520874 823.66372634470463 70.447839289903641 39.432218670845032 5332.1689604818821 39278.665789991617 12471.818462729454 1934.7282382100821 15227.85914093256 19988.309802263975 4895.5469792932272 2372.9172982722521 33187.380403503776 413.61616539955139 571.32997164130211 15295.203049018979 2371.1340141445398 8831.4173863679171 1060.5970816463232 leaf_count=7437 276 673429 11394 157 4219 3587 170 4934 1778 8994 2397 315 3531 308 187 21750 172588 55126 8417 62536 85431 19770 9763 135751 1742 2434 61728 10005 35722 4255 internal_value=8.88081e-06 0.000177356 0.00834709 -0.000146637 -0.00161472 -0.00905636 -0.00276569 -0.00465403 0.0046783 0.00211161 -0.00208437 0.02229 0.00443243 0.00472269 -0.0225348 -8.64458e-05 -0.000420579 0.000129013 0.00108608 0.0020887 -0.00128597 0.000313434 -0.00160623 0.000521492 0.00209325 -5.55386e-05 5.79543e-05 0.00374622 0.00265279 0.0066919 internal_weight=326893 156910 414.787 169983 6694.84 2233.82 1438.87 1338.03 487.539 4461.02 1588.7 100.841 2872.32 1015.64 74.9853 163288 88957.1 49678.5 29634.4 17162.6 20044.1 74331.3 7268.46 67062.8 18008.9 49053.9 48482.6 12676.8 9245.03 3431.73 internal_count=1410131 692260 18831 717871 30577 11128 7541 7056 2122 19449 6924 485 12525 4527 344 687294 384374 211786 126079 70953 85707 302920 29533 273387 73474 199913 197479 51724 37464 14260 is_linear=0 shrinkage=0.03 Tree=220 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 0 2 2 1 0 2 2 0 2 2 0 2 0 2 3 1 1 2 1 2 0 2 2 0 0 split_gain=10.3575 7.90858 7.66518 19.6312 15.3214 13.9234 43.4899 27.2467 27.0169 22.9825 16.784 15.0661 14.1594 21.8313 18.855 45.2029 16.4328 14.1305 13.1677 13.4647 11.9934 11.7885 11.7198 11.1942 8.82426 8.37292 8.15095 10.1827 7.88109 12.7236 threshold=98.500000000000014 1.0000000180025095e-35 -13.499999999999998 269.37811279296881 13.500000000000002 22.500000000000004 14763.748535156252 19525.543945312504 -33.499999999999993 37.500000000000007 9879.8374023437518 89440.765625000015 55.500000000000007 1126.780944824219 8430.8989257812518 43.500000000000007 7019.5273437500009 31.500000000000004 370.03324890136724 1.8989999890327456 -19.499999999999996 -32.499999999999993 9644.7543945312518 -23.499999999999996 25057.239257812504 1.5000000000000002 3038.2934570312505 1591.3311157226565 29.500000000000004 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 25 6 10 12 -8 23 -6 -10 14 -14 17 22 21 -7 19 -19 -20 -15 -16 -9 -11 -5 27 -22 29 -24 right_child=1 -3 -4 4 5 7 8 9 11 24 -12 -13 13 16 15 -17 -18 18 20 -21 26 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.010277924327787638 0.0099622675058170188 -0.023114588829584948 6.4904225479354203e-06 0.030472067979340559 -0.0014892374799756194 0.0071059210906970552 0.019689740524085845 0.016928470230430741 -0.018559785595504526 0.0078472979207144609 0.012756917708572147 0.0028995692257585775 0.011240398092212604 -0.044516733875715371 -0.041241351526733916 0.018470216899904107 0.0091268112933310958 0.0011416268019711119 -0.0050196411597740369 -0.039094806821510446 -0.0038430791143638315 -0.013620479432639354 -0.009465678373707577 -0.0026792331482965118 0.026828981953336616 0.0043142179578415721 -0.00057933773918860212 0.014328445552998205 -0.00048377836209781677 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0.000628461 -0.0161153 -0.0164147 0.00234967 0.0210418 0.00473669 0.00458981 0.00959464 -0.0133288 -0.0178381 internal_weight=327228 37.5433 327190 3065.23 2851.27 2158.17 627.69 1530.48 277.116 241.424 350.574 256.129 1289.06 221.996 1067.06 181.827 177.207 885.236 512.433 29.998 482.435 149.737 137.678 137.417 104.007 693.094 283.559 144.069 122.457 90.6378 internal_count=1411711 366 1411345 17926 16803 10910 3124 7786 1190 1145 1934 1067 6641 1076 5565 838 860 4727 2755 144 2611 720 614 568 577 5893 1482 783 542 402 is_linear=0 shrinkage=0.03 Tree=221 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 3 1 1 1 0 2 1 0 2 2 0 1 2 2 2 2 2 0 0 2 2 0 0 2 2 split_gain=9.87632 7.58709 7.31965 16.5514 15.3993 16.0973 13.6776 12.8895 11.8385 42.6872 40.5354 25.5562 26.8557 30.2351 29.3294 25.5091 16.7095 17.0379 21.057 28.8135 14.76 14.1544 54.6656 15.2352 21.2965 19.7881 18.2536 14.1217 27.6268 16.9512 threshold=98.500000000000014 1.0000000180025095e-35 42.500000000000007 1707.8798828125002 27647.242187500004 1.2994999885559084 90.500000000000014 75.500000000000014 10.500000000000002 23.500000000000004 3527.054809570313 18.500000000000004 84.500000000000014 54303.691406250007 2343.383422851563 82.500000000000014 17.500000000000004 75297.019531250015 30553.010742187504 10341.291015625002 511.26914978027349 6261.4145507812509 44.500000000000007 56.500000000000007 1338.8272094726565 4246.3449707031259 70.500000000000014 25.500000000000004 464.60191345214849 396.72427368164068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 -4 5 -5 7 -6 -1 10 20 21 14 -14 15 -13 -12 18 19 -18 -10 23 -23 27 26 -26 -25 28 -11 -29 right_child=1 -3 3 4 6 -7 -8 -9 9 11 16 12 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 29 -30 -31 leaf_value=3.8741957760900313e-05 0.0096704631680923445 -0.022795505407075013 0.021280723827324821 0.0068846151156412624 0.0092318561028807214 -0.0046549501812983337 -0.013873124511275358 0.034045444902981489 0.013813256689327482 0.026521326144424727 0.0055003175737475306 -0.0064722341092563179 -0.024560560455700309 0.0026801335640172421 0.0028018163076466967 0.041464838217796347 0.018955183624972123 -0.011809206882720118 0.032893513376012651 -0.027824991745782374 -0.015166449255377558 -0.013853109811910203 0.00084385478628257529 -0.0046044789951568792 -0.014610842878050177 0.0058410826747794372 0.016890167562270061 -0.0057691223847390937 -0.019779983003052445 0.0015505608169721497 leaf_weight=320491.93082595244 8.3670652657747251 28.698331955820322 42.84210741519928 173.01627130806446 60.028836503624916 293.11501528322697 15.128655247390268 27.459207594394684 18.670697569847107 13.679004594683645 524.87051658332348 487.13791242986917 81.392144083976746 66.739525988698006 1685.191079184413 10.199854195117949 56.690588384866714 16.680402055382729 63.581327557563782 14.981419131159781 103.5132337808609 504.42930421233177 415.29862762987614 133.35448759794235 289.09600532054901 49.931032091379166 48.485689595341682 393.87042223662138 76.240474298596382 1027.7632444947958 leaf_count=1380504 34 332 191 702 255 1200 116 119 97 76 2135 2597 357 276 7197 48 228 67 255 60 537 2253 1761 773 1293 203 245 2578 373 4849 internal_value=1.82463e-05 -0.0154667 2.00005e-05 0.00329891 0.0019444 -0.000371752 0.0124654 0.0170199 1.38599e-05 -0.00129735 0.00516539 -0.00227479 7.3582e-05 -0.0122875 0.000912547 -0.0054891 0.00803646 0.0167978 0.0203258 0.00917684 -0.0107381 -0.00412878 -0.00721677 -0.00273138 -0.00715611 -0.0115987 0.00112683 -0.00120666 -0.0127364 -0.000477393 internal_weight=327222 37.0654 327185 611.59 568.748 466.131 102.617 87.488 326574 6081.8 798.988 5282.81 2330.66 148.132 2182.53 497.338 676.804 151.934 135.253 71.672 122.184 2952.15 919.728 2032.42 520.867 339.027 181.84 1511.55 89.9195 1421.63 internal_count=1411711 366 1411345 2583 2392 1902 490 374 1408762 28258 3379 24879 10475 633 9842 2645 2745 610 543 288 634 14404 4014 10390 2514 1496 1018 7876 449 7427 is_linear=0 shrinkage=0.03 Tree=222 num_leaves=31 num_cat=0 split_feature=0 0 1 0 2 0 2 0 2 2 1 0 2 1 0 2 2 0 2 2 1 1 1 0 0 1 1 1 2 2 split_gain=10.5764 9.41511 7.31071 22.8203 19.8032 30.5643 45.3456 30.8441 64.7547 29.8886 24.6554 43.3417 24.6058 24.7481 24.3085 22.1784 21.7464 21.9754 21.7371 21.7079 21.4532 21.3289 21.0205 19.3456 17.4068 16.7874 17.596 16.1776 15.6808 13.1232 threshold=1.0000000180025095e-35 98.500000000000014 -3.4999999999999996 1.5000000000000002 1526.1497802734377 50.500000000000007 4805.4782714843759 37.500000000000007 6559.7421875000009 7019.5273437500009 -7.4999999999999991 19.500000000000004 3827.336303710938 -21.499999999999996 20.500000000000004 75297.019531250015 15066.298339843752 11.500000000000002 94494.871093750015 4805.4782714843759 -13.499999999999998 -10.499999999999998 -23.499999999999996 45.500000000000007 63.500000000000007 -27.499999999999996 -11.499999999999998 -17.499999999999996 1921.9818115234377 8796.4672851562518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 20 6 -6 9 23 14 11 16 22 19 27 -12 -11 -18 25 -14 -5 -10 -7 -9 28 -13 29 -8 -24 -27 right_child=1 -3 -4 4 5 12 7 8 21 10 15 18 13 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030082103299478941 0.024679079881523888 -0.015198587882257785 -1.966653008036583e-05 0.0043429578854397924 0.0040186268561965763 -0.020107650173425209 -0.035074857394031662 -0.023916571135861792 0.010919271702924078 0.0081585255304452708 0.003338777700174139 0.0090585740464032942 -0.024175809421051749 0.00015867093132117727 0.0079620981389896105 -0.002942086158765087 0.0027178501352200018 -0.0058981853421690589 0.011370610898117141 0.028531816095112364 -0.0014896741707614521 -0.0025034069629946798 0.0083422711687582158 -0.0027495931337226734 -0.011380186742652601 -0.00014257889212223449 -0.0040459388443611251 -0.0017062035039345986 -0.0034287861194779354 -0.013663976998399302 leaf_weight=10.530748646007849 35.209178745746613 36.598019313067198 305148.80510660075 630.3462601006031 4779.9574551768601 74.993937999010086 14.295463137328623 165.92811957001686 121.71095295250416 345.15086609870195 2519.7282440364361 55.122732929885387 8.2729213982820493 1446.5557184070349 839.016700938344 633.11433014273643 729.59446627274156 419.66242551058531 60.548540785908699 46.906097114086151 5697.186838246882 855.05719359219074 114.29795655608177 50.744829252362251 222.76804640889168 75.177859976887703 529.72903887927532 153.29908057302237 935.55280768871307 459.16985659301281 leaf_count=3870 2127 366 1301423 3296 23755 363 89 673 538 1924 11525 298 42 6625 4025 2925 5096 1865 249 315 25489 3507 537 209 981 368 2226 759 4316 1930 internal_value=1.76933e-05 1.67257e-05 1.84277e-05 0.000546352 0.000507701 0.00108011 0.00170533 0.000327808 -0.00412213 0.00110496 0.000280331 -0.00183858 -0.00173007 0.000910839 0.0058785 0.00207753 0.00155487 -0.00042838 -0.00613711 0.0206294 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269.37811279296881 13.500000000000002 22.500000000000004 14763.748535156252 19525.543945312504 -33.499999999999993 37.500000000000007 9879.8374023437518 89440.765625000015 55.500000000000007 1126.780944824219 8430.8989257812518 43.500000000000007 7019.5273437500009 31.500000000000004 370.03324890136724 1.8989999890327456 -19.499999999999996 9644.7543945312518 -32.499999999999993 -23.499999999999996 25057.239257812504 1.5000000000000002 3038.2934570312505 1591.3311157226565 37.500000000000007 -20.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 25 6 10 12 -8 23 -6 -10 14 -14 17 21 22 -7 19 -19 -20 -16 -15 -9 -11 -5 27 -22 -29 -23 right_child=1 -3 -4 4 5 7 8 9 11 24 -12 -13 13 16 15 -17 -18 18 20 -21 26 29 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0099097327925756224 0.0098323542167379312 -0.022265443501354117 5.4032412882960042e-06 0.030446919618452133 -0.0015173940347337329 0.0067815912176061822 0.019333004082061282 0.016535654407620264 -0.017722295148173799 0.0073098672104200766 0.012291898545627341 0.0028063856050535253 0.01084240462603442 -0.041688494312364169 -0.039005560145245276 0.017850867493804903 0.008735168146516618 0.00097827049333612547 -0.0048445201240576987 -0.037545408454414203 -0.0038599872086707895 -0.0016205876129111807 -0.012871294433807435 -0.002305080338567246 0.026220790633152996 0.0041337054503732184 -0.00063827297695648484 -0.010305177615495485 0.016657879363991858 -0.01758395401169487 leaf_weight=212.45303006470203 8.3704572021961194 27.932063676416874 324110.17297504214 10.609972112346439 243.22505753487349 370.60447688400745 20.792044304311275 35.084684252738953 222.65327279269695 31.398590922355652 106.0779480189085 33.916951954364777 44.503047823905945 12.346978902816771 15.506678596138952 43.589322850108147 27.257463872432709 14.31148584187031 199.35671748220921 15.863725155591963 37.522676810622215 39.148519858717918 138.82769295573235 102.16051617264748 70.881670132279396 679.0420136526227 139.34347656369209 10.656740635633467 94.872641861438751 84.075897037982941 leaf_count=1123 34 332 1393419 929 1313 1972 123 153 927 167 621 140 216 55 72 224 140 69 1129 75 182 186 665 415 410 4964 699 56 545 356 internal_value=1.71725e-05 -0.0148645 1.88238e-05 0.00144213 0.000809499 -0.000384444 -0.00401161 0.0011038 -0.0124342 0.0101566 0.00267628 -0.0150085 -0.000579986 -0.00709175 0.000783303 -0.0075064 -0.0115647 0.00249586 -0.000606758 -0.0192744 0.000562516 -0.0154737 -0.0152249 0.00251127 0.0204154 0.00453852 0.00437961 0.0092674 0.0139351 -0.0125124 internal_weight=327203 36.3025 327166 3056.08 2843.63 2153.98 626.665 1527.31 277.362 239.525 349.303 256.57 1287.79 222.935 1064.85 182.32 178.432 882.532 511.927 30.1752 481.752 138.731 151.175 137.245 102.28 689.652 282.396 143.052 105.529 123.224 internal_count=1411711 366 1411345 17926 16803 10910 3124 7786 1190 1145 1934 1067 6641 1076 5565 838 860 4727 2755 144 2611 614 720 568 577 5893 1482 783 601 542 is_linear=0 shrinkage=0.03 Tree=224 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 3 1 1 1 0 2 1 0 0 2 0 2 2 1 2 2 2 1 2 2 0 0 2 2 0 split_gain=8.51596 7.06843 6.89332 15.4524 14.532 15.1461 12.8957 12.1502 11.128 40.2082 38.2117 24.0972 25.4825 16.0465 32.1888 21.8449 20.6533 29.8223 15.756 16.0487 19.883 27.1138 14.3687 13.968 13.3652 51.7351 14.3816 20.1446 18.7256 17.0698 threshold=98.500000000000014 1.0000000180025095e-35 42.500000000000007 1707.8798828125002 27647.242187500004 1.2994999885559084 90.500000000000014 75.500000000000014 10.500000000000002 23.500000000000004 3527.054809570313 18.500000000000004 41.500000000000007 85.500000000000014 54303.691406250007 49.500000000000007 2292.840698242188 3455.044799804688 17.500000000000004 75297.019531250015 30553.010742187504 10341.291015625002 20.500000000000004 511.26914978027349 6261.4145507812509 44.500000000000007 56.500000000000007 1338.8272094726565 4246.3449707031259 70.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 8 -4 5 -5 7 -6 -1 10 23 24 -13 15 -15 16 22 -18 -12 20 21 -20 -14 -10 26 -26 -11 29 -29 -28 right_child=1 -3 3 4 6 -7 -8 -9 9 11 18 12 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=3.6418904698028802e-05 0.0095444657244311334 -0.021951361926941741 0.020520043874612367 0.0066792467292518228 0.0089693550596666085 -0.004514303767389218 -0.013574599511370525 0.033080444120963795 0.013311385629041788 -0.001171344831003731 0.0053361276889356164 0.0036946697451096192 0.0044156139247511 -0.026710667225352355 0.0030465051112095322 0.0018384922903344108 0.0090471958797521037 -0.0091988653080995412 0.018398701234968722 -0.011462829203000027 0.031964185244415889 -0.026972340064334174 -0.019802428482777794 -0.014818292334771136 -0.013491243663987783 0.00081891281837729061 -0.0044772884824873099 -0.014233360664062904 0.0056623076441891353 0.01625774504775479 leaf_weight=320474.32427895814 8.3643400967121107 27.488524723798037 43.094314754009247 172.9973249733448 59.936381235718727 293.15144779533148 14.999029181897638 27.413450941443443 18.792098879814148 1510.1876135393977 524.83256123960018 998.35956509411335 26.728733502328396 69.023882836103439 62.196548625826836 704.34616211056709 129.68656843900681 213.08888778090477 56.654923349618912 16.668467164039612 63.469485938549042 14.990961819887159 125.92268719524145 102.77526894211769 502.43513377010822 415.32579777389765 133.02094151079655 287.87035468220711 49.965504288673401 48.856118649244308 leaf_count=1380504 34 332 191 702 255 1200 116 119 97 7876 2135 4336 175 306 257 3097 524 1073 228 67 255 60 707 537 2253 1761 773 1293 203 245 internal_value=1.66639e-05 -0.0146035 1.82661e-05 0.00320025 0.00188734 -0.000360149 0.0121236 0.0165363 1.23066e-05 -0.00125965 0.00501575 -0.00220885 7.16613e-05 -0.00264591 -0.0126062 -0.00155654 -0.00638324 -0.0022956 0.00779805 0.0163108 0.0197371 0.00890541 -0.0155619 -0.01047 -0.00401099 -0.00701529 -0.00265268 -0.00695716 -0.0112908 0.00109259 internal_weight=327197 35.8529 327161 611.592 568.498 466.149 102.349 87.3498 326550 6075.2 798.184 5277.01 2329.35 1330.99 131.22 1199.77 495.427 342.775 676.616 151.784 135.115 71.6459 152.651 121.567 2947.66 917.761 2029.9 519.713 337.836 181.877 internal_count=1411711 366 1411345 2583 2392 1902 490 374 1408762 28258 3379 24879 10475 6139 563 5576 2479 1597 2745 610 543 288 882 634 14404 4014 10390 2514 1496 1018 is_linear=0 shrinkage=0.03 Tree=225 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 1 2 2 2 0 0 0 2 0 2 2 2 2 0 2 0 1 2 0 3 0 0 2 2 2 split_gain=10.1257 115.316 88.5731 183.985 67.3445 91.4379 61.9885 49.669 47.7265 90.6527 59.6024 65.6641 57.069 126.726 77.9793 42.8017 61.3216 42.8507 41.2308 40.5585 40.0272 37.0461 35.7247 33.6042 30.7644 37.7633 35.6802 29.3063 37.3892 35.0878 threshold=79162.558593750015 59.500000000000007 2.5000000000000004 99995.847656250015 2.5000000000000004 1.0000000180025095e-35 33967.421875000007 55938.710937500007 52302.683593750007 4.5000000000000009 91.500000000000014 87.500000000000014 72035.476562500015 3.5000000000000004 64691.324218750007 2817.958129882813 6409.8125000000009 28492.581054687504 63.500000000000007 30553.010742187504 5.5000000000000009 1.5000000000000002 89440.765625000015 80.500000000000014 2.6375000476837163 56.500000000000007 41.500000000000007 22743.409179687504 13836.183105468752 12986.766601562502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 22 5 27 15 -8 23 12 11 20 13 14 -10 -7 -17 -18 -3 -19 -11 -16 -2 -6 25 26 -22 28 29 -1 right_child=1 18 -4 -5 8 6 7 -9 9 10 -12 -13 -14 -15 21 16 17 19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0048570812935022729 -0.0012314652043698871 0.021668458766303193 -0.0025059822741307731 0.0065636015923869664 6.3820384980447744e-05 -0.0362474827779165 -0.026194065423013856 -0.0036607771506805922 -0.0123498749592781 -0.029501877214675318 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111.62090713251382 20.819345913827419 leaf_count=6531 2223 539 64071 25268 1207941 187 1616 631 2014 187 433 926 3167 4574 2383 447 3589 98 12954 167 5225 193 3088 36745 18921 2329 706 2809 1227 365 internal_value=-6.72919e-06 -0.000620605 -0.00147548 0.00250449 3.86454e-05 -0.00550613 -0.0107981 -0.0198096 7.45258e-05 0.00219744 0.000521169 0.000853443 0.00746494 0.00496149 -0.00290781 -0.00553061 -0.00383989 -0.0075687 0.0047707 0.0195807 0.000324871 0.00536706 -0.00770039 7.68084e-06 0.000505376 0.00359141 0.00107822 0.00243309 0.00729793 0.00245705 internal_weight=327170 22518.3 19436.3 3997.47 304652 1958.74 1175.32 433.572 302693 9240.06 7009.46 6909.77 2230.61 1753.37 898.243 741.747 703.05 597.262 3081.92 48.1073 6691.19 478.71 1137.56 293453 6650.94 2022.99 1470.25 783.417 460.035 348.414 internal_count=1411554 108143 94650 30579 1303411 17667 6735 2247 1285744 41058 28727 28294 12331 9164 4590 4488 4301 3854 13493 265 27368 2576 5311 1244686 27181 8260 5931 10932 8123 6896 is_linear=0 shrinkage=0.03 Tree=226 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 1 2 2 2 0 3 2 0 2 0 0 2 2 2 0 2 2 2 0 1 2 0 2 2 2 split_gain=9.53033 108.592 83.3761 173.442 63.6038 86.5837 59.0862 47.7179 45.0746 98.0132 71.722 56.7287 107.984 84.8975 45.0381 49.8158 41.0575 57.6859 40.2836 39.1174 38.8283 42.7895 37.0208 37.0041 35.2586 34.7862 71.0716 90.3084 43.2177 36.7113 threshold=79162.558593750015 59.500000000000007 2.5000000000000004 99995.847656250015 2.5000000000000004 1.0000000180025095e-35 33967.421875000007 55938.710937500007 36363.248046875007 6.5000000000000009 1.8174999952316286 72035.476562500015 3.5000000000000004 64691.324218750007 91.500000000000014 81.500000000000014 2817.958129882813 6409.8125000000009 28492.581054687504 63.500000000000007 43957.078125000007 47554.107421875007 30553.010742187504 80.500000000000014 1.5000000000000002 54303.691406250007 4.5000000000000009 47554.107421875007 58108.183593750007 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 -2 5 -1 16 -8 23 11 -11 12 13 20 15 -12 -7 -18 -19 -3 -10 -22 -20 -6 -15 26 27 -14 -27 -28 right_child=1 19 -4 -5 8 6 7 -9 9 10 14 -13 25 24 -16 -17 17 18 22 -21 21 -23 -24 -25 -26 28 29 -29 -30 -31 leaf_value=0.0023647699573550538 -0.0074727843145667022 0.021139818433677543 -0.002430702461301391 0.0063839816411770381 3.6159434054626088e-05 -0.035709468983299526 -0.02568062138502224 -0.0035542078051003295 0.004491529451273968 0.0052542829239620552 -0.0010195413443747265 0.014600577480806396 -0.010020149342560255 0.0026171590917151489 -0.014424727099614886 0.0062347604758350361 0.016632425098054821 -0.0096975171718483352 0.050830963169067045 0.0039397430455828785 -0.04677588500912111 -0.012807751953483146 -0.0026338054452281733 -0.002014674181222309 0.030768826456152948 0.017958546402122327 0.009850081595905235 0.0069710238618210726 0.0017341962508839999 -0.025931798385255434 leaf_weight=782.30646548210643 1137.0582351963967 123.99500887095928 15439.499886222184 2852.2831073370762 275391.40907357633 38.110737785696983 307.47874826192856 122.73592688143253 109.12800250202417 2149.0183789730072 10866.094208911061 507.83789328485727 506.28854712843895 433.70817988365889 211.29910876601934 924.43935757875443 106.18609914183617 546.42883856594563 19.473131909966469 2954.7618597075343 35.993302874267101 459.02032785862684 29.036555625498295 8152.7036672867835 44.113086700439453 458.97577278316021 1553.3354642540216 634.16879735887051 217.92333299666643 26.241639964282513 leaf_count=10932 5311 539 64071 25268 1167886 187 1616 631 512 8833 44173 3322 2426 2383 910 3866 447 3589 98 12954 175 2196 167 34447 193 2538 7451 3202 1108 123 internal_value=-6.52009e-06 -0.000602226 -0.00143173 0.00243447 3.74932e-05 -0.00536077 -0.0105288 -0.0193682 7.23024e-05 0.00148146 0.000206973 0.00509809 0.00402065 -0.00423313 -0.000696786 -0.000450766 -0.00538451 -0.00373615 -0.00737159 0.00463247 -0.0117067 -0.0152776 0.0188284 -2.28079e-05 0.00521616 0.00664958 0.00513512 -0.000571947 0.0127352 0.00925563 internal_weight=327141 22507.6 19428.8 3989.34 304633 1951.76 1169.45 430.215 302682 19137.6 14150.9 4986.73 4478.9 1081.96 12001.8 11790.5 739.235 701.125 594.939 3078.76 604.142 495.014 48.5097 283544 477.821 3396.93 2720.03 1140.46 676.899 1579.58 internal_count=1411554 108143 94650 30579 1303411 17667 6735 2247 1285744 83411 57782 25629 22307 5459 48949 48039 4488 4301 3854 13493 2883 2371 265 1202333 2576 16848 13202 5628 3646 7574 is_linear=0 shrinkage=0.03 Tree=227 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 1 2 2 2 0 0 0 2 0 2 2 2 0 2 0 0 2 1 0 2 3 0 0 2 2 split_gain=8.96957 102.258 78.4818 163.459 60.0848 81.9687 56.3201 45.8469 43.1183 81.495 53.972 60.6966 52.3422 113.929 68.5582 39.3981 54.2733 38.0165 37.8836 37.116 35.1402 33.7432 33.568 29.6997 28.4512 28.4468 35.5794 34.3398 27.7147 36.0212 threshold=79162.558593750015 59.500000000000007 2.5000000000000004 99995.847656250015 2.5000000000000004 1.0000000180025095e-35 33967.421875000007 55938.710937500007 52302.683593750007 4.5000000000000009 91.500000000000014 87.500000000000014 72035.476562500015 3.5000000000000004 64691.324218750007 2817.958129882813 6409.8125000000009 5.5000000000000009 28492.581054687504 63.500000000000007 1.5000000000000002 89440.765625000015 1.5000000000000002 80.500000000000014 58108.183593750007 2.6375000476837163 56.500000000000007 31.500000000000004 22743.409179687504 13836.183105468752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 21 5 28 15 -8 23 12 11 17 13 14 24 -7 -17 -11 -18 -3 -20 -2 -16 -6 -10 26 27 -19 29 -1 right_child=1 19 -4 -5 8 6 7 -9 9 10 -12 -13 -14 -15 22 16 18 25 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0023199382539483651 -0.00096872507074063615 0.020625501140029097 -0.0023576936775185119 0.0062088981481920481 5.9448796787062576e-05 -0.035190036593280377 -0.025178584002510242 -0.0034506645643715998 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4627.8491984158754 551.48955938220024 819.629992172122 323.82476400677115 109.79127587378025 leaf_count=6896 2223 539 64071 25268 1207941 187 1616 631 950 187 433 926 3167 4574 2383 447 3589 2617 169 12954 96 3088 193 36745 1064 18921 2329 3314 2809 1227 internal_value=-6.31623e-06 -0.000584364 -0.00138922 0.00236592 3.63769e-05 -0.00522 -0.0102662 -0.0189369 7.01503e-05 0.00209014 0.000505083 0.000821225 0.00710847 0.0047158 -0.00272195 -0.00524225 -0.00363514 0.000314158 -0.00717926 0.00449817 0.0181191 -0.00724739 0.00506946 6.67708e-06 -0.0115349 0.000490689 0.00345916 0.00102209 0.00229744 0.0070529 internal_weight=327109 22497.8 19422.2 3982.09 304611 1944.7 1163.61 426.879 302667 9220.82 7007.48 6907.88 2213.34 1744.19 898.592 736.728 699.206 6690.35 592.647 3075.64 48.8795 1137.25 476.939 293446 421.653 6649.83 2021.98 1470.49 781.095 457.271 internal_count=1411554 108143 94650 30579 1303411 17667 6735 2247 1285744 41058 28727 28294 12331 9164 4590 4488 4301 27368 3854 13493 265 5311 2576 1244686 2014 27181 8260 5931 10932 8123 is_linear=0 shrinkage=0.03 Tree=228 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 1 2 2 2 0 3 2 0 2 0 0 2 2 2 0 2 0 2 0 1 2 1 2 0 2 split_gain=8.44211 96.2929 73.8762 154.084 56.748 77.5881 53.7028 44.0515 40.7957 89.7184 67.5017 51.0823 98.9977 75.8241 40.3062 45.9487 37.821 51.0597 35.5572 35.2197 35.2086 32.982 32.6398 32.0578 31.9674 31.8063 31.7746 42.3389 65.6048 62.7581 threshold=79162.558593750015 59.500000000000007 2.5000000000000004 99995.847656250015 2.5000000000000004 1.0000000180025095e-35 33967.421875000007 55938.710937500007 36363.248046875007 6.5000000000000009 1.8174999952316286 72035.476562500015 3.5000000000000004 64691.324218750007 91.500000000000014 80.500000000000014 2817.958129882813 6409.8125000000009 28492.581054687504 63.500000000000007 42366.021484375007 80.500000000000014 30553.010742187504 57.500000000000007 1.5000000000000002 89440.765625000015 1.0000000180025095e-35 54303.691406250007 4.5000000000000009 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 3 25 5 -1 16 -8 21 11 23 12 13 20 15 -12 -7 -18 -19 -3 -10 -6 -20 -11 -15 -2 -14 28 29 -28 right_child=1 19 -4 -5 8 6 7 -9 9 10 14 -13 26 24 -16 -17 17 18 22 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0022328069365392163 -0.00093951002458519299 0.020124837262545336 -0.0022868862738085549 0.0060382481192289526 3.3291233113730349e-05 -0.03468780622246475 -0.024687360536741334 -0.0033500633196699128 0.0061658761794535395 0.002945087618594364 -0.001035876819885564 0.013973182853428058 0.0026928339654798948 0.0024679191786820672 -0.013680438087276222 0.0055579796739460927 0.01554239999998662 -0.0092144139468093699 0.046730148682908361 0.0037129834246771519 -0.014099525740656461 -0.0019030909575710223 -0.0028564898637466404 0.011352749708400332 0.029504495511019104 -0.011165967385952595 -0.011918311562068566 0.017249570754526329 0.011477094845678102 0.0067067440375255258 leaf_weight=779.86904033157043 459.33574699237943 122.57260929048061 15440.575228102505 2837.601609847974 275391.17443488538 36.932275399565697 301.04430686682463 122.52269501984119 90.728461489081383 1600.1766368895769 10745.346945300698 499.9186460711062 1293.6309314630926 432.76761612668633 211.01655869930983 1043.4871140867472 106.90619856119156 541.17122017592192 20.16688397526741 2949.9973958320916 515.85643840581179 8150.8747648969293 29.311281464993954 547.90951893478632 43.296988591551781 677.35771859064698 268.12397828698158 415.30851586163044 991.30061349272728 414.59315526485443 leaf_count=10932 2223 539 64071 25268 1167886 187 1616 631 422 6512 43674 3322 7770 2383 910 4365 447 3589 98 12954 2461 34447 167 2321 193 3088 1100 1885 4295 1798 internal_value=-6.12145e-06 -0.000567052 -0.00134802 0.00229959 3.52908e-05 -0.00508202 -0.010008 -0.0185152 6.80573e-05 0.00140956 0.000191898 0.00487898 0.0038609 -0.00403493 -0.00068484 -0.000452222 -0.00510209 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1.1054999828338625 2770.7851562500005 7019.5273437500009 8055.6518554687509 2510.8642578125005 42366.021484375007 10603.448730468752 9416.2739257812518 1.0000000180025095e-35 15066.298339843752 13578.460937500002 24241.001953125004 51.500000000000007 14763.748535156252 49.500000000000007 269.37811279296881 173.86003112792972 1.0000000180025095e-35 440.65109252929693 11617.274414062502 49.500000000000007 202.10085296630862 377.56446838378912 814.81753540039074 1126.780944824219 1248.5628051757815 317.43702697753912 1.0000000180025095e-35 511.26914978027349 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 5 -4 -5 -2 7 8 -6 -7 11 13 -12 -9 15 16 -1 -17 19 -18 22 -16 28 27 29 -26 -27 -24 -19 -25 right_child=1 -3 3 4 6 9 -8 10 -10 -11 12 -13 -14 -15 21 17 18 20 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=0.0026423378730350373 -0.00055927194021694452 1.0994190716707845e-05 -0.0058939771056821799 0.014320340649168812 0.0036785983082559441 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224.20049643516541 248.05393348634243 146.02602955698967 55.086100786924362 7484.1781787872314 69.834517896175385 383.0192586928606 155.688586845994 leaf_count=6346 24738 1288782 15528 677 748 845 259 530 590 1054 1074 472 780 681 847 8574 159 1330 8123 6582 1170 1942 928 1038 625 234 34320 308 1614 656 internal_value=-5.93315e-06 -4.11261e-05 -0.00147708 -0.00348665 0.00203478 9.96103e-06 0.000476695 0.00140584 -0.00596822 0.00708597 0.00418644 0.00900401 -0.000195544 0.00480473 0.000639498 0.000821729 -0.00090663 0.00156227 -0.00247282 0.00018225 0.00224241 -0.0037175 0.00199534 0.00160294 0.0020485 0.001602 0.00196998 -0.0106546 0.00668191 0.0105476 internal_weight=327050 310139 10862.7 4619.7 1402.63 6243.02 1244.77 1181.7 323.579 464.829 858.12 408.745 449.375 294.587 16910.7 16231.8 4868.7 11363.1 3377.97 1576.85 9367.13 678.894 9084.97 8383.07 8089.03 7685.29 7539.26 294.035 701.904 403.743 internal_count=1411554 1336758 47976 21339 5811 26637 5134 4875 1338 1899 3537 1683 1854 1211 74796 72007 21210 50797 14864 6741 42223 2789 41053 38109 36873 35179 34554 1236 2944 1694 is_linear=0 shrinkage=0.03 Tree=230 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 2 2 0 0 2 0 2 0 2 0 2 1 1 2 2 1 2 2 0 2 2 2 1 split_gain=10.4587 30.3433 23.3004 52.3556 31.2592 17.1077 15.2498 16.3809 15.1218 54.7423 24.8734 21.5172 29.4329 27.9739 22.0188 19.7837 17.8796 20.2393 13.6232 13.3132 13.2514 19.5023 12.8397 11.6549 19.252 14.1435 11.1444 10.9645 15.388 10.7217 threshold=24.500000000000004 38.500000000000007 10.500000000000002 23.500000000000004 3673.091186523438 511.26914978027349 2643.0056152343755 1209.7733154296877 7353.4816894531259 39.500000000000007 41.500000000000007 3673.103149414063 26.500000000000004 464.60191345214849 38.500000000000007 4805.4782714843759 28.500000000000004 52302.683593750007 12.500000000000002 34.500000000000007 3600.6882324218755 210.22515869140628 16.500000000000004 4246.3449707031259 1395.3037719726565 47.500000000000007 6559.7421875000009 7882.7980957031259 3991.455688476563 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 4 5 -4 7 -2 10 16 11 12 13 -5 29 -16 -10 -18 -7 23 21 -12 27 24 -3 -25 -22 28 -6 -13 right_child=1 19 3 8 22 18 -8 -9 9 -11 20 14 -14 -15 15 -17 17 -19 -20 -21 26 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=1.324745752747382e-05 0.0095972691210507669 -0.011389268221219568 0.016043561432509151 0.016641662587233833 0.012421556099923719 0.00086861911295463767 0.012212015238594573 -0.024048464619314001 -0.0050840654038119236 -0.00040403542318130295 -0.010398102809463535 0.0025785767203062122 0.0013081653971977181 -0.01933607557415647 0.017438784930788882 -0.033931526228545748 -0.019234399524775944 0.0079778145397075752 -0.022089540091697359 0.0024423945500514901 -0.0098579262737842639 -0.0010067534819431883 0.014206072107009204 -0.021299575052190305 0.0050018728388570022 -0.004258210149167465 0.0075022451595559703 0.0070624298003214379 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10.500000000000002 23.500000000000004 3527.054809570313 511.26914978027349 2643.0056152343755 1338.8272094726565 7353.4816894531259 39.500000000000007 41.500000000000007 3673.103149414063 26.500000000000004 464.60191345214849 38.500000000000007 4805.4782714843759 28.500000000000004 52302.683593750007 3600.6882324218755 210.22515869140628 34.500000000000007 16.500000000000004 12.500000000000002 4246.3449707031259 1395.3037719726565 47.500000000000007 1.4100000262260439 619.68685913085949 7882.7980957031259 3991.455688476563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 4 5 -4 7 -2 10 16 11 12 13 -5 -13 -16 -10 -18 19 -12 23 28 -7 24 26 -25 -3 -28 29 -6 right_child=1 20 3 8 21 22 -8 -9 9 -11 18 14 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=1.2850004822729487e-05 0.0088206703751447652 -0.020922015395477167 0.015446256026355496 0.016002209369472574 0.010958035118868094 0.00029197356350786716 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57.377785742282867 229.13542833924294 181.61114045977592 19.976222664117813 22.054026931524277 393.40484088659286 56.919708609580994 leaf_count=1380313 165 275 105 126 146 186 1327 93 636 2681 1743 1562 2689 631 40 112 1514 115 2674 4744 4199 749 342 279 950 762 101 104 1589 229 internal_value=-4.57669e-06 0.00214234 -1.71993e-05 -0.00204123 0.00480984 -0.00884351 0.00950932 -0.00499182 -0.00340406 -0.00624286 -0.00226417 0.00121575 -0.0020542 -0.0134816 0.00638398 -0.0173291 -0.0132597 -0.0168267 -0.00440809 -0.00279316 0.000315688 0.00727256 -0.0138573 -0.0032726 0.000376259 -0.00813413 -0.0111079 -7.51771e-05 0.00472475 -0.00468906 internal_weight=326973 1911.18 325062 4755.38 789.003 120.569 379.727 52.9399 3966.38 1136.36 2830.01 1078.86 660.78 148.841 418.077 30.86 516.699 361.71 1751.16 1246.96 1531.45 668.435 99.9395 557.404 318.415 238.989 89.2792 42.0302 482.351 88.9459 internal_count=1411181 8255 1402926 22613 3346 633 1585 258 19267 4946 14321 5160 3446 757 1714 152 2265 1629 9161 6487 6670 2713 528 2471 1430 1041 480 205 1964 375 is_linear=0 shrinkage=0.03 Tree=232 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 2 2 0 0 2 0 2 0 2 0 2 2 2 1 1 1 0 1 2 0 1 2 2 split_gain=9.2678 26.9143 20.7094 46.4857 27.7799 15.4089 13.5471 14.6245 13.4502 49.0861 22.1238 19.073 26.3996 25.2011 19.6838 18.1112 16.2544 18.2477 11.8796 17.5993 11.8308 11.8095 11.7757 10.7434 10.628 11.1216 21.2477 12.3896 10.5799 10.295 threshold=24.500000000000004 38.500000000000007 10.500000000000002 23.500000000000004 3527.054809570313 511.26914978027349 2643.0056152343755 1209.7733154296877 7353.4816894531259 39.500000000000007 41.500000000000007 3673.103149414063 26.500000000000004 417.75494384765631 38.500000000000007 4805.4782714843759 28.500000000000004 52302.683593750007 3600.6882324218755 210.22515869140628 12.500000000000002 34.500000000000007 16.500000000000004 90.500000000000014 93.500000000000014 43957.078125000007 74.500000000000014 68.500000000000014 6704.7329101562509 18421.471679687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 4 5 -4 7 -2 10 16 11 12 13 -5 -13 -16 -10 29 19 -12 -7 23 -6 -3 25 26 -23 -27 -20 -18 right_child=1 21 3 8 22 20 -8 -9 9 -11 18 14 -14 -15 15 -17 17 -19 28 -21 -22 24 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=1.2464561041173193e-05 0.0089587974567095132 -0.0022509276173235744 0.014876769910076819 0.027824051972133366 0.0045835864331543463 0.00028317490656427653 0.011515712495261428 -0.022846096385204885 -0.004790497426527921 -0.00038019457073324434 -0.0099180733431808391 0.0080237155712625362 0.0012295000765634835 -0.016896803564624838 0.016364061215699513 -0.032999406579181566 -0.013725036035487007 0.0074747379577254774 -0.0092751397423682744 -0.00094786758326126917 -0.021298341053427157 0.0037698362783295434 0.013469972882661389 -0.021878457508571397 -0.026046684915793306 0.0028568268378887079 -0.0085934446962768612 0.025898487277229581 0.0091083008785395794 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-0.00271382 -0.0135358 0.000306154 0.00705644 -0.0031801 0.00229802 0.00264447 0.00163897 0.0129892 -0.00817888 -0.0183259 internal_weight=326965 1909.97 325055 4747.96 788.277 120.035 379.399 52.9741 3959.69 1134.21 2825.47 1078.02 660.182 147.971 417.839 30.5314 514.58 359.7 1747.45 1245.01 99.2607 1530.58 668.242 556.523 974.052 962.29 877.042 85.2483 502.444 333.055 internal_count=1411181 8255 1402926 22613 3346 633 1585 258 19267 4946 14321 5160 3446 757 1714 152 2265 1629 9161 6487 528 6670 2713 2471 4199 4008 3633 375 2674 1514 is_linear=0 shrinkage=0.03 Tree=233 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 2 2 0 0 2 0 2 0 2 0 2 1 2 2 1 1 2 2 0 0 1 2 0 split_gain=8.7249 25.35 19.5236 43.8022 26.1844 14.4132 12.7685 13.8359 12.6839 46.4741 20.8639 17.9577 25.0047 24.2508 18.614 17.3355 15.4929 17.3233 12.0035 11.2481 16.7137 11.1169 10.7218 10.2013 17.1895 12.9777 10.4352 10.1778 10.4875 20.0043 threshold=24.500000000000004 38.500000000000007 10.500000000000002 23.500000000000004 3673.091186523438 511.26914978027349 2643.0056152343755 1338.8272094726565 7353.4816894531259 39.500000000000007 41.500000000000007 3673.103149414063 26.500000000000004 464.60191345214849 38.500000000000007 4805.4782714843759 28.500000000000004 52302.683593750007 12.500000000000002 3600.6882324218755 210.22515869140628 34.500000000000007 16.500000000000004 4246.3449707031259 1395.3037719726565 47.500000000000007 48.500000000000007 93.500000000000014 43957.078125000007 74.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 4 5 -4 7 -2 10 16 11 12 13 -5 -13 -16 -10 -18 -7 20 -12 23 -6 24 26 -25 -3 28 29 -23 right_child=1 21 3 8 22 18 -8 -9 9 -11 19 14 -14 -15 15 -17 17 -19 -20 -21 -22 27 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=1.2090601706048564e-05 0.0082407156476793347 -0.019772442720006538 0.01433332803821623 0.015137606522981481 0.0044994409808679732 0.00082189930122110661 0.011183190096972447 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229.15547402203083 181.54929511994123 38.369542255997658 11.523185690864919 85.112099174410105 151.01048241555691 leaf_count=1380313 165 291 105 126 1959 187 1327 93 636 2681 1743 1562 2689 631 40 112 1514 115 347 2674 4744 2990 748 279 950 762 189 191 375 643 internal_value=-4.31883e-06 0.00201798 -1.61948e-05 -0.00192734 0.00453332 -0.00831499 0.00896329 -0.00469357 -0.00321449 -0.00589693 -0.00213794 0.00114474 -0.00193739 -0.0128404 0.00601289 -0.0166707 -0.0125801 -0.0160109 -0.0130544 -0.00416571 -0.00263662 0.000297064 0.00686225 -0.00308593 0.000433193 -0.00777567 -0.0107831 0.00223034 0.00256607 0.00159015 internal_weight=326956 1908.84 325047 4740.6 787.557 120.85 379.052 52.9993 3953.04 1132.12 2820.92 1077.15 659.567 147.091 417.586 30.2032 512.519 357.747 99.9368 1743.77 1243.11 1529.78 666.707 556.309 317.82 238.489 88.6649 973.474 961.951 876.839 internal_count=1411181 8255 1402926 22613 3346 639 1585 258 19267 4946 14321 5160 3446 757 1714 152 2265 1629 534 9161 6487 6670 2707 2471 1430 1041 480 4199 4008 3633 is_linear=0 shrinkage=0.03 Tree=234 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 2 2 0 0 2 0 2 0 2 0 2 2 1 2 1 2 2 1 1 2 2 2 0 split_gain=8.21566 23.876 18.4049 41.2727 24.6945 13.7551 12.0672 14.1456 11.9632 44.0061 19.6734 16.9079 23.6797 22.9862 17.6044 16.5969 14.7715 16.5395 16.8395 20.4515 15.2195 10.8334 10.6448 15.8696 10.4733 10.4713 10.2364 25.8319 39.1966 10.1151 threshold=24.500000000000004 38.500000000000007 10.500000000000002 23.500000000000004 3527.054809570313 511.26914978027349 2510.8642578125005 1338.8272094726565 7353.4816894531259 39.500000000000007 41.500000000000007 3673.103149414063 26.500000000000004 464.60191345214849 38.500000000000007 4805.4782714843759 28.500000000000004 33967.421875000007 18421.471679687504 12.500000000000002 13578.460937500002 12.500000000000002 3600.6882324218755 210.22515869140628 34.500000000000007 16.500000000000004 45473.716796875007 28492.581054687504 9188.5839843750018 90.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 -1 4 5 -4 7 -2 10 16 11 12 13 -5 -13 -16 -10 18 19 20 -18 -7 23 -12 29 -6 27 28 -27 -3 right_child=1 24 3 8 25 21 -8 -9 9 -11 22 14 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.1727926798244111e-05 0.0079606381869789349 -0.0020964038336155804 0.013814310060077929 0.014570705923389719 0.004313529329489898 0.00024988484332837731 0.010828287731005295 -0.02416320967357765 -0.004513708130490705 -0.00035775845531065611 -0.0094552911901731977 0.0075468104051945656 0.0011556440454257306 -0.017750031419829143 0.015366303662351033 -0.032115783814212304 -0.015768509110225957 -0.00078617819014818713 -0.027642366978440521 -0.018142579825878781 0.021547071297095415 -0.020478030309140111 -0.0077497662826284614 -0.00089239362376449796 0.0021646922067294593 0.018911105111836288 -0.0025619144702971552 0.030587728014065767 -0.023959532600844099 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-0.0129302 0.00595632 -0.0129182 -0.00404917 -0.00256152 0.000288199 0.0066445 0.0126984 0.0159501 0.00557227 -0.00299857 internal_weight=326947 1907 325040 4733.36 786.827 118.988 378.691 51.539 3946.53 1130 2816.53 1076.29 658.97 146.238 417.32 29.8757 510.426 355.76 298.912 186.972 40.4407 97.9425 1740.24 1241.26 1528.3 667.839 185.657 153.046 89.5537 555.434 internal_count=1411181 8255 1402926 22613 3346 633 1585 252 19267 4946 14321 5160 3446 757 1714 152 2265 1629 1382 876 187 528 9161 6487 6670 2713 749 618 361 2471 is_linear=0 shrinkage=0.03 Tree=235 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 0 1 0 0 0 0 1 0 1 2 0 2 0 2 2 0 2 3 2 0 0 1 0 split_gain=9.75262 15.8713 13.448 11.5974 29.0601 14.6454 23.5689 16.519 19.6887 19.2539 24.5135 33.603 14.5093 15.1423 14.0859 13.4633 10.2507 37.8524 48.3141 29.7978 104.619 28.683 28.0892 27.1781 46.38 24.0734 39.1034 25.0127 35.3186 23.9559 threshold=112.33882141113283 78.500000000000014 77.500000000000014 52.500000000000007 67.829120635986342 67.829120635986342 24.500000000000004 39.500000000000007 -1.4999999999999998 13.500000000000002 15.500000000000002 21.500000000000004 10.500000000000002 1.0000000180025095e-35 53.500000000000007 4.5000000000000009 282.07974243164068 60.500000000000007 276.59585571289068 52.500000000000007 215.8664245605469 249.24568176269534 49.500000000000007 317.43702697753912 2.5095000267028813 276.59585571289068 63.500000000000007 62.500000000000007 1.5000000000000002 37.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 14 6 12 8 -7 -10 -11 -12 13 -1 -5 -8 17 18 19 21 -21 29 -23 24 -18 27 -27 -19 -29 -2 right_child=16 -3 -4 4 -6 7 15 -9 9 10 11 -13 -14 -15 -16 -17 23 25 -20 20 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.025365268241831315 0.0018303771190589387 -0.021383094939139053 0.027258099589281614 -0.0028428644730808241 -0.0040235158321524651 0.013342767402052041 -4.4244474437997547e-05 0.0076906015085812544 0.028587855854347147 -0.037766856535259401 0.030774161260722802 -0.0026936077082443284 -0.043296302719575484 -0.026259378519181618 0.011861184823291106 0.017451917628290958 0.001109704054263818 -0.008521964708260726 -0.0077791210290540525 -0.0001761233258939366 0.0090344521574239021 -0.0026080016908849469 -0.018946832536703734 -1.9361103469466291e-05 0.0096679533282066736 0.017036876284878936 -0.0057297229194594205 -0.00072669476437445984 -0.010598077537227843 -0.00059550006460990673 leaf_weight=8.2647388353943825 4570.8776719197631 26.879022032022476 18.515512973070145 84.647193446755409 763.91298811137676 102.12447123229504 800.29334056377411 763.73624932765961 19.153481394052505 16.730171799659729 28.546216532588005 498.543197914958 17.50538182258606 13.411345347762108 190.80241313576698 41.642739832401276 5132.1995692104101 900.73077952861786 741.74755733460188 5318.6669958978891 1402.5817078500986 3257.8686490133405 97.532756596803665 280591.37620514561 641.09669871628284 128.21795988082886 144.3284904062748 1749.6292246580124 400.96049444377422 18459.289390794933 leaf_count=59 19416 137 80 362 3292 474 3381 3269 108 84 124 2105 86 73 810 205 21688 3854 3184 22769 5780 13763 411 1213944 2798 545 611 7291 1907 78561 internal_value=-2.14946e-05 0.00157812 0.00176137 0.00162042 -0.00101131 0.00280457 -0.000237332 0.00468041 0.00122379 -0.000974617 -0.00201582 -0.000881053 -0.0229816 -0.00657574 0.00734255 0.000821128 -3.82784e-05 -0.000506968 -0.000206977 -3.73254e-05 0.00174593 -0.000491577 -0.00308293 2.25613e-05 0.00206006 -0.00356193 0.0049807 -0.00432496 -0.00256714 -0.000114028 internal_weight=326932 3394.71 3367.83 3349.31 1039.36 2309.95 881.118 1428.83 665.098 562.973 543.82 527.089 39.1815 21.6761 275.45 841.936 323537 37172.4 33848.6 33106.8 6721.25 26385.6 3355.4 286365 5773.3 3323.87 272.546 3051.32 2150.59 23030.2 internal_count=1411171 14649 14512 14432 4464 9968 3804 6164 2895 2421 2313 2229 218 132 1172 3586 1396522 158092 143884 140700 28549 112151 14174 1238430 24486 14208 1156 13052 9198 97977 is_linear=0 shrinkage=0.03 Tree=236 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 0 1 0 0 0 0 1 0 1 2 0 2 0 2 1 2 0 2 3 2 0 0 1 split_gain=9.181 15.0301 12.7271 10.9186 27.3533 13.7977 22.4681 15.5316 18.6195 18.2703 23.5118 31.5776 13.7663 14.4657 13.2601 12.5689 9.64677 35.6529 45.4968 28.037 98.4402 29.3495 26.9959 26.5341 25.5724 43.6817 22.6659 36.721 23.5758 33.4146 threshold=112.33882141113283 78.500000000000014 77.500000000000014 52.500000000000007 67.829120635986342 67.829120635986342 24.500000000000004 39.500000000000007 -1.4999999999999998 13.500000000000002 15.500000000000002 21.500000000000004 10.500000000000002 1.0000000180025095e-35 53.500000000000007 4.5000000000000009 282.07974243164068 60.500000000000007 276.59585571289068 52.500000000000007 210.22515869140628 1.5000000000000002 249.24568176269534 49.500000000000007 317.43702697753912 2.5095000267028813 276.59585571289068 63.500000000000007 62.500000000000007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 14 6 12 8 -7 -10 -11 -12 13 -1 -5 -8 17 18 19 22 -21 -22 -2 -24 25 -18 28 -28 -19 -30 right_child=16 -3 -4 4 -6 7 15 -9 9 10 11 -13 -14 -15 -16 -17 24 26 -20 20 21 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.025026123312665943 -0.00011060913119464708 -0.020894054732963553 0.026576545573082137 -0.0027580962191533125 -0.0039044698814857501 0.013006334967039382 -4.291684912601901e-05 0.0074622907040103785 0.027985341130375235 -0.037283445876905942 0.029809474601349934 -0.0026131445753119404 -0.042470476504709975 -0.025825506653131311 0.011510250599267861 0.016803748088090556 0.0010763331158441271 -0.00827669924412602 -0.0075517955021626847 -0.00032673853195388727 0.0054447155889307793 0.014211500403620961 -0.0025301616701201616 -0.018432736989959574 -1.8780258574123223e-05 0.0093843739724751227 0.016492416627735835 -0.0055618807594395789 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-3.71325e-05 -0.000491836 -0.000200784 -3.62107e-05 0.00169354 0.00821811 -0.000476855 -0.00299118 2.18846e-05 0.00199829 -0.00345801 0.00482831 -0.00419925 -0.00249224 internal_weight=326925 3392.58 3365.89 3347.47 1038.95 2308.52 880.911 1427.61 664.119 562.488 543.507 527.064 38.6712 21.3578 275.354 842.24 323533 37168 33846.8 33105.7 6721.27 1589.13 26384.4 3354.61 286365 5773.24 3321.18 272.698 3048.48 2148.87 internal_count=1411171 14649 14512 14432 4464 9968 3804 6164 2895 2421 2313 2229 218 132 1172 3586 1396522 158092 143884 140700 28549 6572 112151 14174 1238430 24486 14208 1156 13052 9198 is_linear=0 shrinkage=0.03 Tree=237 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 3 2 0 1 0 0 0 0 0 1 1 0 0 2 0 2 0 2 2 0 2 3 0 split_gain=8.64298 14.2332 12.0472 10.2797 25.7472 12.9991 21.4219 14.7455 41.2765 13.0691 13.8192 12.4835 12.2715 29.1672 21.1009 13.3173 19.468 11.7388 9.27275 9.16669 9.07837 33.5809 42.8438 26.3774 92.992 25.4082 25.0677 24.0617 41.1412 22.539 threshold=112.33882141113283 78.500000000000014 77.500000000000014 52.500000000000007 67.829120635986342 67.829120635986342 24.500000000000004 1.0619999766349795 87.470542907714858 10.500000000000002 1.0000000180025095e-35 53.500000000000007 13.500000000000002 15.500000000000002 21.500000000000004 39.500000000000007 -1.4999999999999998 4.5000000000000009 80.500000000000014 43.500000000000007 282.07974243164068 60.500000000000007 276.59585571289068 52.500000000000007 215.8664245605469 249.24568176269534 49.500000000000007 317.43702697753912 2.5095000267028813 37.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 6 9 8 -7 10 -1 -5 -9 -14 -15 16 -16 -8 -3 -17 21 22 23 25 -25 29 -27 28 -22 -2 right_child=20 18 -4 4 -6 7 17 12 -10 -11 -12 -13 13 14 15 19 -18 -19 -20 -21 27 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.024690272088007923 0.0017786226584891654 -0.035910872493524426 0.025916590591858045 -0.002675849184717108 -0.0037889237952700916 -0.036554793641153112 -4.1629488252757951e-05 0.027493352999912346 0.023086864805782571 -0.041673945257294294 -0.025399293862760255 0.011170198957032659 -0.03681842279454426 0.02667204224428513 0.012324269947186561 0.0097298976709681764 -0.0025350825273364849 0.016186016215408848 -8.7760311748669116e-05 0.0026833851863698088 0.0010439687773455381 -0.0033571013511885252 -0.0073311213897412457 -0.00016999595445928227 0.0085117510136382985 -0.0024546405343855663 -0.01793396923384721 -1.8216867428347477e-05 0.0091092490755921192 -0.00057434691021952258 leaf_weight=7.9929860159754762 4571.2862192988396 15.034514605998995 18.325895354151726 84.616126865148544 763.27809691429138 11.913000121712683 800.29286799579859 19.051628649234772 84.664085373282433 17.117874100804329 13.051483765244484 190.6339757591486 16.155544996261597 35.138142928481102 94.379472315311432 314.82961866259575 498.41398891806602 42.236732706427574 11.460300415754316 351.83386185765266 5132.9338840022683 3318.5124615579844 740.5770189166069 5318.5849488973618 1403.3744052350521 3256.8600392714143 96.960156738758087 280591.75264219241 640.21835482120514 18458.321939460933 leaf_count=59 19416 86 80 362 3292 52 3381 110 363 86 73 810 84 160 436 1356 2105 205 51 1498 21688 14208 3184 22769 5780 13763 411 1213944 2798 78561 internal_value=-2.02306e-05 0.00148659 0.0016591 0.00152623 -0.000952312 0.00264194 -0.000223904 0.0044114 0.0157299 -0.0222082 -0.00637457 0.00691371 0.00358939 0.00324195 0.00374187 0.00310213 -0.000169304 0.000771876 -0.0204156 0.00601108 -3.60214e-05 -0.000477149 -0.000194777 -3.51348e-05 0.00164253 -0.00046257 -0.00290215 2.12283e-05 0.00193837 -0.000107292 internal_weight=326920 3390.42 3363.93 3345.6 1038.53 2307.07 880.692 1426.38 96.5771 38.1623 21.0445 275.25 1329.8 1310.75 1294.6 1259.46 592.793 842.53 26.4948 666.663 323529 37164.5 33846 33105.4 6721.96 26383.4 3353.82 286365 5773.15 23029.6 internal_count=1411171 14649 14512 14432 4464 9968 3804 6164 415 218 132 1172 5749 5639 5555 5395 2541 3586 137 2854 1396522 158092 143884 140700 28549 112151 14174 1238430 24486 97977 is_linear=0 shrinkage=0.03 Tree=238 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 3 2 0 1 0 0 0 0 0 1 2 0 1 0 0 2 0 2 3 0 2 2 0 split_gain=8.13663 13.5242 11.4056 9.67858 24.2358 12.2476 20.4271 13.8722 38.8799 12.4139 13.2014 11.7529 11.6824 27.8718 19.9043 12.6409 10.9677 9.83979 26.1692 13.16 10.7893 8.99361 8.59028 35.2294 29.5592 28.5902 28.3716 53.3677 28.9047 27.0945 threshold=112.33882141113283 78.500000000000014 77.500000000000014 52.500000000000007 67.829120635986342 67.829120635986342 24.500000000000004 1.0619999766349795 87.470542907714858 10.500000000000002 1.0000000180025095e-35 53.500000000000007 13.500000000000002 15.500000000000002 21.500000000000004 35.500000000000007 4.5000000000000009 87.470542907714858 46.500000000000007 -1.4999999999999998 36.500000000000007 80.500000000000014 286.97653198242193 60.500000000000007 317.43702697753912 2.5095000267028813 47.500000000000007 177.03444671630862 134.73744964599612 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 11 6 9 8 -7 10 -1 -5 -9 -14 -15 -16 -8 18 -17 20 -19 -3 23 26 25 -24 29 28 -28 -2 right_child=22 21 -4 4 -6 7 16 12 -10 -11 -12 -13 13 14 15 17 -18 19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.024357513791117998 0.0024943928739129839 -0.035510823155590399 0.025276959836227814 -0.0025960482883451924 -0.0036767732640737944 -0.035569918368520276 -4.038066011487896e-05 0.026915867732883941 0.022392889436435276 -0.040904435834971872 -0.024980315047296319 0.010840627246115873 -0.036370451281025888 0.025925774077751301 -0.0033661534709434069 0.008051659213926388 0.015596735924963879 0.028009099212254675 -0.030317586599730422 -0.001294375828292159 0.0041981290657109038 -8.5128198936323417e-05 0.0016494603011867521 -0.0033230011432517914 -1.7670342387726002e-05 0.0098332724082807431 -0.010988576321565356 0.0028986382756217154 -0.00053076950860800299 -0.0011837580352934787 leaf_weight=7.8611231967806825 1986.3988862633705 14.752052471041681 18.227444618940353 84.600903302431107 762.96792095899582 11.876119717955588 800.29264830052853 18.879212886095047 84.669137716293335 16.919717580080032 12.874967277050018 190.5381053686142 15.868250370025633 35.066188991069794 228.88397271931171 570.46780660748482 42.513246268033981 26.205397143959999 16.459620520472527 367.25919452309608 49.437682121992111 11.4601823836565 4237.0741777867079 3506.3417852520943 280591.93237895146 422.50154663622379 246.63970059156418 6384.7488613501191 6685.8193639591336 19464.596052199602 leaf_count=59 8606 86 80 362 3292 52 3381 110 363 86 73 810 84 160 979 2438 205 121 72 1556 229 51 17861 15019 1213944 1839 1072 27012 28678 82491 internal_value=-1.96256e-05 0.0014429 0.00161027 0.00148125 -0.00092412 0.00256431 -0.000217481 0.004283 0.0152628 -0.0218355 -0.00627617 0.00670906 0.00348509 0.00314732 0.00363201 0.00301093 0.000748395 0.00442827 0.00697564 0.00105252 0.0124471 -0.0200224 -3.49417e-05 -0.000456958 2.16837e-05 0.00239152 -0.00016792 0.00091973 -0.000902832 -0.000843155 internal_weight=326914 3388.08 3361.87 3343.64 1038.11 2305.53 880.462 1425.07 96.5453 37.6558 20.7361 275.139 1328.53 1309.65 1293.78 1258.71 842.806 1029.83 586.927 442.902 75.6431 26.2122 323526 38274.5 285252 4659.58 34768.2 13317.2 6932.46 21451 internal_count=1411171 14649 14512 14432 4464 9968 3804 6164 415 218 132 1172 5749 5639 5555 5395 3586 4416 2510 1906 350 137 1396522 162878 1233644 19700 147859 56762 29750 91097 is_linear=0 shrinkage=0.03 Tree=239 num_leaves=31 num_cat=0 split_feature=1 0 1 2 1 0 0 3 2 0 0 2 2 2 1 1 1 1 0 2 2 1 0 2 2 0 2 2 3 2 split_gain=8.0075 10.2117 7.81783 11.8403 21.7889 19.7905 15.5844 14.3434 19.5761 11.8152 23.1358 13.0647 21.9143 15.0467 11.2307 9.87089 9.60116 8.94676 33.8251 26.4135 16.0266 13.701 14.8738 24.9467 16.9538 15.5783 14.934 14.3581 13.8948 16.1516 threshold=82.500000000000014 1.0000000180025095e-35 32.500000000000007 32790.857421875007 75.500000000000014 74.500000000000014 92.500000000000014 1.5979999899864199 1443.1333007812502 49.500000000000007 56.500000000000007 10120.596191406252 12127.694824218752 8226.4770507812518 61.500000000000007 37.500000000000007 44.500000000000007 11.500000000000002 23.500000000000004 5699.5627441406259 488.16123962402349 18.500000000000004 32.500000000000007 3673.103149414063 4805.4782714843759 48.500000000000007 4505.7285156250009 342.01971435546881 1.2994999885559084 6704.7329101562509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 17 5 6 7 -5 9 -9 11 -11 13 -13 15 -10 -4 -12 -3 19 20 -19 28 23 -23 27 -26 -25 -24 -20 -30 right_child=-2 2 3 4 -6 -7 -8 8 14 10 16 12 -14 -15 -16 -17 -18 18 21 -21 -22 22 24 26 25 -27 -28 -29 29 -31 leaf_value=0.030078699846922456 -0.013944096174924618 -7.8653742695247164e-06 -0.013351928125540246 0.013204176337008534 0.041268089109720248 -0.0089359075092937165 -0.014971298360883867 0.045114637139970597 0.010544976003163013 0.011115252459365078 0.0079739053385400084 0.035759347871510014 -0.0026336216058041001 -0.038257701027752486 -0.0044605253257325285 4.0814578443329645e-05 -0.01182313263657658 0.023253960300186317 -7.4870275697497146e-05 0.0082797356919054165 -0.0095197130818567687 -0.0077895484158556861 -0.0081484518570440704 0.034129030329118397 -0.012068702083321638 -0.0015311325828630588 0.0070288556937587151 0.002506452066663987 -0.0030856874454125425 -0.0092348261321748889 leaf_weight=10.146194949280469 37.161753583699465 321038.6570778219 82.843389824032784 67.054601192474365 18.783665120601654 141.14280608296394 23.988972470164299 12.820272088050841 196.84757670760155 188.37864810228348 30.68643844127655 18.314973190426826 49.66117762029171 13.308902099728583 58.150991544127464 123.16451166570187 78.319322198629379 14.952212855219839 630.76966112107038 504.7682668864727 131.79169575870037 111.56557400524616 136.47882860153913 19.467068463563919 227.45991615951061 283.8083359003067 305.52313330769539 685.75702341645956 1066.5660162121058 601.10973879694939 leaf_count=3889 322 1380053 368 288 82 584 109 56 802 769 125 74 200 55 236 522 317 72 3427 2041 664 554 910 79 1087 1189 1239 3119 5305 2634 internal_value=-1.90385e-05 -1.74554e-05 -1.83896e-05 0.00250248 0.0118497 0.00146933 0.00578025 0.00319206 0.00894168 0.000558376 0.00475004 -0.00378052 0.00771069 -0.00734216 0.00712306 -0.0053449 -0.00625003 -2.69287e-05 -0.00132355 0.00502282 -0.0061803 -0.00233983 -0.000356001 0.00445035 -0.00192948 -0.00621923 0.00865217 0.000737898 -0.0038676 -0.00530213 internal_weight=326909 326872 326862 1103.47 109.827 993.639 91.0436 852.496 267.819 584.677 297.384 287.293 67.9762 219.317 254.999 206.008 109.006 325759 4720.02 651.512 146.744 4068.51 1770.06 436.556 1333.5 511.268 324.99 822.236 2298.45 1667.68 internal_count=1411171 1410849 1406960 4587 479 4108 397 3524 1094 2430 1211 1219 274 945 1038 890 442 1402373 22320 2777 736 19543 8177 1872 6305 2276 1318 4029 11366 7939 is_linear=0 shrinkage=0.03 Tree=240 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 2 0 2 1 2 2 0 1 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 split_gain=8.33298 24.6387 36.0626 61.2251 35.178 24.9632 19.7049 17.6172 17.163 17.1475 45.1257 82.0602 54.5557 24.0217 30.9599 22.2685 62.8088 21.9175 20.2922 42.0223 19.7124 16.5323 15.0195 16.1009 14.1935 12.9097 30.4571 29.7242 12.4911 52.9237 threshold=1.0619999766349795 1.1054999828338625 2770.7851562500005 6559.7421875000009 2510.8642578125005 1.0000000180025095e-35 15804.419433593752 42366.021484375007 49.500000000000007 2343.383422851563 1.5000000000000002 2554.751831054688 5975.3146972656259 49.500000000000007 1.0000000180025095e-35 4417.2790527343759 6704.7329101562509 6.5000000000000009 2510.8642578125005 3600.6882324218755 2192.347534179688 7510.0949707031259 1.5000000000000002 1.0000000180025095e-35 2428.711791992188 8598.4760742187518 10603.448730468752 9644.7543945312518 496.29238891601568 1164.8808593750002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -4 28 -6 9 25 -8 20 13 -12 -13 14 18 -15 -17 21 24 -20 -1 -14 23 -22 -11 -5 27 -27 -2 -30 right_child=1 -3 3 7 5 -7 8 -9 -10 10 11 12 17 15 -16 16 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.0003200242359634793 0.00068613115100656986 -2.7874611222685706e-05 -0.0058834795909428386 0.0074472177438106935 -0.00021929176592356403 0.013768899239239253 0.0029251007104673858 -0.013878733669243748 -0.0080179954420138092 0.0037698812312819165 0.01389395688126026 -0.011290194693569842 0.016060166238958798 0.0048536607835307881 -0.0058931706851399045 -0.0095769427628816187 0.0051581146597479283 0.016232825890415862 -0.019135014668747941 0.0034748144325534385 -0.002613576480869525 -0.0049605705674777576 0.0023138862712884542 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0.000605445 0.00148858 -0.0046903 0.000803722 0.00180068 -0.00339738 -0.00677642 0.0027838 -0.000457035 0.00378196 0.000121995 0.00351105 0.00280001 0.00140916 -0.000147127 -0.00129745 -0.00470476 -0.00719086 0.0161429 0.00217582 0.000642054 -0.00859624 -0.000638112 -0.00210922 internal_weight=327035 310146 10866.1 4624.25 6241.9 471.197 16889.5 1501.32 609.537 16280 7947.3 1264.02 1057.39 6683.28 1573.72 5109.56 1157.29 322.46 984.099 891.201 8332.69 234.01 774.685 572.055 92.898 1437.05 1113.16 249.261 5770.7 2733.75 internal_count=1411714 1336963 48026 21385 26641 1923 74751 6249 2501 72250 36855 6218 5388 30637 6853 23784 4840 1385 4232 3835 35395 999 3204 2388 397 5985 4596 1033 24718 11621 is_linear=0 shrinkage=0.03 Tree=241 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 2 2 1 2 2 0 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 3 split_gain=7.84358 23.1975 33.9754 57.7108 33.101 23.4916 18.5364 16.5905 16.1596 42.529 77.3493 51.6952 22.6192 29.1702 20.986 59.104 20.549 19.1742 39.4596 18.6779 34.6631 23.4589 94.8382 70.5019 29.212 36.3198 43.138 33.4483 28.3282 30.4177 threshold=1.0619999766349795 1.1054999828338625 2770.7851562500005 6559.7421875000009 2510.8642578125005 1.0000000180025095e-35 15804.419433593752 42366.021484375007 2343.383422851563 1.5000000000000002 2554.751831054688 5975.3146972656259 49.500000000000007 1.0000000180025095e-35 4417.2790527343759 6704.7329101562509 6.5000000000000009 2510.8642578125005 3600.6882324218755 1864.7654418945315 1707.8798828125002 814.81753540039074 1126.780944824219 511.26914978027349 249.24568176269534 370.03324890136724 472.45382690429693 173.86003112792972 342.01971435546881 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 4 -4 -2 -6 8 -5 19 12 -11 -12 13 17 -14 -16 -13 -10 -19 20 21 23 -23 24 27 28 -27 -1 29 -26 right_child=1 -3 3 7 5 -7 -8 -9 9 10 11 16 14 -15 15 -17 -18 18 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00084844159113825848 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88.729323044419289 81.640021681785583 809.15047478675842 1780.55351755023 524.0581836104393 294.4431681483984 575.0042821764946 230.2818716019392 84.167244270443916 194.94333569705486 211.2806086987257 1262.6109883636236 51.521740034222603 117.93139626085758 leaf_count=12917 24718 1288937 15136 5985 829 1094 2501 264 397 830 4003 999 18944 2621 1677 3163 386 337 3498 7404 2185 1330 2454 988 363 833 916 5269 227 509 internal_value=-4.21867e-05 -7.64637e-05 -0.00143846 -0.00338864 5.24896e-06 0.00765068 0.000587578 0.00144381 0.000780038 0.00174873 -0.00330568 -0.0065967 0.00270277 -0.000443692 0.0036717 0.000118407 0.00340123 0.0027182 0.00136762 -0.000142711 0.000597688 -4.56641e-05 -0.00460428 0.000722623 -3.5457e-05 -0.00590994 -0.000348574 0.0008726 -0.0148176 -0.00975523 internal_weight=327021 310140 10860.6 4619.91 6240.66 471.18 16880.4 1501.36 16270.6 7937.67 1260.36 1053.73 6677.31 1572.12 5105.19 1156.92 322.845 983.384 890.79 8332.91 6552.36 6028.3 869.447 5158.85 4928.57 659.844 406.224 4268.72 253.62 202.099 internal_count=1411714 1336963 48026 21385 26641 1923 74751 6249 72250 36855 6218 5388 30637 6853 23784 4840 1385 4232 3835 35395 27991 25806 3784 22022 21034 2848 1749 18186 1099 872 is_linear=0 shrinkage=0.03 Tree=242 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 2 2 0 2 1 2 2 2 0 2 2 1 1 1 2 1 0 2 2 2 1 split_gain=7.38266 21.8374 32.0103 54.5497 31.1475 25.2333 23.7407 28.0361 22.1098 17.4791 17.441 16.1308 15.2588 81.8026 58.0613 46.804 41.6309 73.6259 30.0051 47.9501 24.1412 21.2816 19.2683 16.1242 27.1996 18.2471 15.4959 12.379 32.635 26.375 threshold=1.0619999766349795 1.1054999828338625 2770.7851562500005 7019.5273437500009 2510.8642578125005 8598.4760742187518 10603.448730468752 9644.7543945312518 1.0000000180025095e-35 42366.021484375007 15804.419433593752 49.500000000000007 3600.6882324218755 1.5000000000000002 2554.751831054688 5975.3146972656259 2428.711791992188 50.500000000000007 4417.2790527343759 6704.7329101562509 2.5000000000000004 -2.4999999999999996 6.5000000000000009 2510.8642578125005 1.0000000180025095e-35 49.500000000000007 7510.0949707031259 1864.7654418945315 1707.8798828125002 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 -4 -2 -5 7 -7 -6 -8 12 -12 14 18 16 -15 27 20 21 -20 23 -14 26 24 25 -18 -17 28 -1 -29 right_child=1 -3 3 5 8 6 9 -9 -10 -11 11 -13 13 15 -16 22 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-4.4439311325731802e-05 -0.00060058600833518027 -2.6227203118289283e-05 -0.00545812425023816 0.010535357378406312 -0.00020631671263395554 0.00074210306360348623 0.003145304364008969 -0.01947830238849213 0.012958657626810949 -0.013089127919774863 0.0029739193265815554 -0.0076336456286289541 -0.0051148314990339906 -0.010591669079587973 -0.012983085715443092 0.015526905158268507 0.026204454753370438 0.023981082653781911 -0.0069824879967807976 0.0036126062635209099 0.021850177261979208 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-0.00139592 -0.00329009 5.09271e-06 0.00161599 -0.000183935 -0.00840714 0.00742183 0.00202356 0.000570267 -0.00441021 0.000757098 0.00184419 -1.9853e-05 -0.00609164 0.00040526 0.00901559 0.00321312 -0.000171541 -0.000227878 0.0045935 0.0032969 -0.00355124 0.00140524 0.0163465 -0.00122081 -6.86983e-05 0.000579819 -0.00204284 internal_weight=327005 310136 10856 4615.66 6240.38 1414.58 1177.05 249.104 471.138 927.947 16869.2 609.928 16259.3 6777 9482.27 997.038 9181.18 479.013 5779.96 1674.39 296.116 4105.57 323.05 257.374 179.267 68.0377 234.059 8702.17 6550.34 2151.83 internal_count=1411714 1336963 48026 21385 26641 5867 4860 1033 1923 3827 74751 2501 72250 32081 40169 5166 38907 1974 26915 7091 1219 19824 1385 1063 744 299 999 36933 27991 8942 is_linear=0 shrinkage=0.03 Tree=243 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 2 2 0 2 1 2 2 0 1 2 2 1 2 2 2 2 1 1 2 2 2 split_gain=6.94887 20.5573 30.1589 51.4094 29.3107 23.702 22.3552 26.6071 20.8119 16.4606 16.407 15.1682 14.5109 37.5914 69.4296 46.3884 20.5449 26.7958 18.7479 53.1052 18.0737 17.341 35.3339 17.3017 14.5217 13.4511 15.1993 12.6253 11.76 49.9432 threshold=1.0619999766349795 1.1054999828338625 2770.7851562500005 7019.5273437500009 2510.8642578125005 8598.4760742187518 10603.448730468752 9416.2739257812518 1.0000000180025095e-35 42366.021484375007 15804.419433593752 49.500000000000007 2343.383422851563 1.5000000000000002 2554.751831054688 5975.3146972656259 49.500000000000007 1.0000000180025095e-35 4417.2790527343759 6704.7329101562509 6.5000000000000009 2510.8642578125005 3600.6882324218755 2192.347534179688 7510.0949707031259 1.5000000000000002 1.0000000180025095e-35 2428.711791992188 496.29238891601568 1164.8808593750002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 -4 28 -5 7 -7 -6 -8 12 -12 23 16 -15 -16 17 21 -18 -20 24 27 -23 -1 -17 26 -25 -14 -2 -30 right_child=1 -3 3 5 8 6 9 -9 -10 -11 11 -13 13 14 15 20 18 -19 19 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.00029857419508877388 0.00070217802297955774 -2.5440355734569172e-05 -0.0053014448375672671 0.010204508545237592 -0.00020012092380630264 0.0034670251827947063 0.0030511184015522032 -0.016435645530906769 0.012573169349773964 -0.012712289594995287 0.0028844374915755473 -0.0074006004268599131 0.0033216074252484852 0.012781565954690328 -0.010474534736979013 0.014972238260687632 0.0044597646511175459 -0.0055162043187813028 -0.0087992728851309272 0.0047521930667035949 0.014682766746813784 -0.017466207315530703 0.0032042624051293626 -0.0023193825185579809 -0.0046387122271800106 0.002234746724964932 -0.012140707256453463 0.025569126267203257 -0.0092051676171390536 0.00027605696452323152 leaf_weight=7556.4516707807779 3036.7761456295848 299280.10303580551 3196.878524877131 237.8676822334528 198.15404252707958 103.46055173873901 863.78083676099777 145.42733132839203 272.9201628267765 64.039584577083588 185.36226271092892 424.8106389939785 43.814878597855568 206.55872720479965 723.10912023484707 41.249769195914268 3941.1447684168816 587.89721575379372 395.6324250549078 760.62024609744549 89.235569909214973 81.980390310287476 807.84436219930649 313.74803012609482 192.90642768144608 202.65349259972572 258.79177834093571 48.226031392812729 658.94276842474937 2073.282735183835 leaf_count=32191 13097 1288937 15518 1007 829 428 3563 605 1094 264 760 1741 189 830 4003 195 18944 2621 1677 3163 386 337 3498 1351 804 816 1037 208 3026 8595 internal_value=-3.97023e-05 -7.19494e-05 -0.00135465 -0.0031944 4.94219e-06 0.00156742 -0.000178535 -0.00816228 0.00720017 0.0019631 0.000553396 -0.00427615 0.00073472 0.00165414 -0.00311326 -0.00625058 0.00255015 -0.000450813 0.00347431 0.000115318 0.00319423 0.00258212 0.00129987 -0.000139297 -0.00118398 -0.00440759 -0.00675869 0.0149785 -0.000582592 -0.00201057 internal_weight=326994 310132 10851.5 4611.45 6240.08 1414.58 1176.71 248.888 471.074 927.82 16862 610.173 16251.9 7920.22 1253.06 1046.5 6667.16 1569.76 5097.4 1156.25 323.392 981.866 889.825 8331.64 234.156 775.193 572.54 92.0409 5769 2732.23 internal_count=1411714 1336963 48026 21385 26641 5867 4860 1033 1923 3827 74751 2501 72250 36855 6218 5388 30637 6853 23784 4840 1385 4232 3835 35395 999 3204 2388 397 24718 11621 is_linear=0 shrinkage=0.03 Tree=244 num_leaves=31 num_cat=0 split_feature=2 0 2 0 1 1 0 2 0 2 0 0 1 0 1 0 0 0 0 2 0 0 2 0 0 0 1 2 2 2 split_gain=6.7289 27.3083 30.5479 27.1758 22.7426 21.4296 19.6555 14.7285 18.1477 14.5718 14.2467 16.9419 13.7321 15.4322 12.8186 12.2821 28.7088 11.9922 11.6825 14.8951 25.0624 11.1254 10.4571 30.9834 18.1302 17.919 19.0041 24.3795 21.7665 21.2286 threshold=134.73744964599612 50.500000000000007 67.829120635986342 59.500000000000007 1.0000000180025095e-35 -2.4999999999999996 76.500000000000014 67.829120635986342 25.500000000000004 112.33882141113283 40.500000000000007 13.500000000000002 -1.4999999999999998 34.500000000000007 -3.4999999999999996 15.500000000000002 21.500000000000004 10.500000000000002 77.500000000000014 112.33882141113283 68.500000000000014 53.500000000000007 558.56738281250011 88.500000000000014 92.500000000000014 69.500000000000014 1.5000000000000002 317.43702697753912 249.24568176269534 417.75494384765631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 21 9 5 -5 -6 8 17 -4 11 -9 13 -13 -12 -14 -17 -1 19 -7 -21 -3 23 25 -25 -2 27 28 -27 -28 right_child=22 2 3 4 6 18 -8 10 -10 -11 14 12 15 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 29 -29 -30 -31 leaf_value=-0.0045117831957963627 -0.00028385622423990857 0.0005648077814390895 -0.0058872472773510058 -0.014790725766188256 -0.003446826434512188 0.0013877277588129192 -0.032309522463646038 0.026892947370529538 0.00042691996819327663 -0.016198062292801879 -0.0078551142808809052 0.00060767089686531231 -0.022874794485627754 0.017120062159743193 0.0081661770624248675 0.027565130402693688 -0.00027848462845995011 -0.036601759048324675 0.033948206939774912 0.023142934225203381 -0.014360662349131373 0.0099439434097704036 3.3699895486398077e-05 0.031598362127985884 -0.008998678420988537 0.00046013514386286799 -0.012311192205745702 -0.002660123007876648 0.013227288863632357 -0.0018614720044595921 leaf_weight=21.837520286440849 64071.432232730091 252.27284328639507 425.42107930779457 39.93953400850296 338.01475128531456 157.41587668657303 22.658507257699966 24.467872031033039 659.18572171777487 173.73709844052792 47.654865071177483 103.0137825012207 20.291787028312683 100.76640248298645 790.58233320713043 34.54959973692894 942.38288423418999 20.154124975204468 15.583831056952475 84.345804065465927 19.801805734634399 207.40204836428165 254495.81658439292 42.25089156627655 12.930424138903616 420.56498995423317 335.20758587121964 2565.616974145174 168.26861320436001 366.01272816956043 leaf_count=140 271981 1075 1847 171 1492 645 127 138 2806 764 234 460 104 469 3342 150 3974 102 69 345 81 883 1103750 189 56 1769 1582 10589 697 1683 internal_value=-3.85157e-05 0.00111336 -0.001835 -0.0042223 -0.000107357 0.00575363 -0.00526006 0.00296519 -0.000791216 -0.00887706 0.00424149 0.00217997 0.0016765 0.00877281 0.00725535 0.000226383 0.000706216 -0.0199135 0.00871427 0.00721084 0.0160123 0.00479661 -5.45948e-05 -0.000385131 0.0220854 -0.000403385 -0.00238966 -0.00139663 0.00410855 -0.0068568 internal_weight=326980 4501.48 1736.59 1276.92 677.76 317.087 360.673 2764.89 701.177 599.158 2063.71 1225.47 1201 203.78 838.237 997.224 976.932 41.9916 277.147 261.563 104.148 459.675 322478 67982.3 55.1813 67927.1 3855.67 3154.45 588.834 701.22 internal_count=1411714 19418 7499 5541 2930 1311 1619 11919 3048 2611 8871 5295 5157 929 3576 4228 4124 242 1140 1071 426 1958 1392296 288546 245 288301 16320 13055 2466 3265 is_linear=0 shrinkage=0.03 Tree=245 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 0 2 2 0 2 0 0 2 0 0 2 3 1 0 2 3 2 2 2 1 2 0 3 1 split_gain=9.08858 6.74797 98.0493 58.5392 118.326 40.8532 39.6349 77.4508 43.4813 78.436 53.002 89.3555 50.9255 50.8517 47.0064 44.2589 39.6987 34.2925 32.8633 30.4106 48.3663 41.6229 33.0757 35.5061 29.4557 29.0281 59.9373 40.1066 28.3789 27.392 threshold=-51.499999999999993 79162.558593750015 58.500000000000007 2.5000000000000004 99995.847656250015 84255.890625000015 2.5000000000000004 45473.716796875007 52302.683593750007 4.5000000000000009 72035.476562500015 3.5000000000000004 91.500000000000014 64691.324218750007 87.500000000000014 5.5000000000000009 55938.710937500007 2.6375000476837163 1.5000000000000002 84.500000000000014 3755.7348632812505 6.4175000190734872 1126.780944824219 1395.3037719726565 1289.946716308594 1.0000000180025095e-35 47554.107421875007 1.5000000000000002 3.8810000419616704 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 4 5 -3 7 29 19 10 11 13 14 -10 15 -11 25 -17 -15 -8 21 -21 -23 24 -24 26 -9 -27 -19 -2 right_child=1 2 -4 -5 -6 -7 8 16 9 12 -12 -13 -14 18 -16 17 -18 28 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31 leaf_value=0.011584816614526452 0.0041569500771967667 0.0095425709576237271 0.0044790096958498022 -0.0021371975948560875 0.0052492811212359507 -0.0083637108420969303 3.6322939221811953e-05 -0.047292531230933368 -0.0094847019792816956 -0.029825801602205427 0.016040234464256724 0.011682994832735275 -0.020526765788156293 0.0023394325619278985 0.014382503498497668 0.0038745846166559025 -0.0037703584033602967 -0.0042227164432395506 0.030069943199673314 -0.0050251951871346338 -0.0048506569479774006 0.010760509882237526 -0.0023881948608220913 0.0042969751110594669 -0.024798198699924855 0.017025468641473997 0.010069947946782735 -0.029589861769124745 0.00078860841615438168 -0.0042629699645799022 leaf_weight=60.91199569310993 616.51413992955349 129.71620856039226 3061.8782032988966 15339.857156991959 2811.8843231704086 988.75645623914897 288137.31380034238 22.469188079237938 424.52267934381962 43.314835414290428 463.77073234319687 836.19923907518387 101.75580505281687 432.61176048219204 223.62478415668011 2010.357280343771 204.55365965142846 1493.3857744634151 42.215874940156937 684.24170685559511 2888.9700738042593 445.10732331871986 197.16309380531311 756.73552833497524 72.087256729602814 17.976547852158546 60.633010670542717 218.70691534876823 3188.3970410898328 797.62801314145327 leaf_count=1079 9474 705 13468 63552 24683 4499 1222511 245 2016 199 3159 4561 441 2392 957 8219 1461 6052 190 2978 12061 1937 863 3342 317 216 438 1065 13087 4829 internal_value=-2.35236e-06 -4.51266e-06 -0.000507861 -0.00130023 0.00196637 -0.00628701 3.24175e-05 -0.00424362 5.98246e-05 0.00208383 0.00703096 0.00462351 0.000542885 -0.00194026 0.000850965 0.000401703 -0.0140915 0.00059735 0.00480489 -4.1036e-06 -0.00231332 0.00108768 0.00393093 0.000968021 -0.0083881 -0.0206936 -0.00543973 -0.0260493 -0.000809894 -0.000592193 internal_weight=326773 326712 22332.1 19270.2 3930.36 1118.47 304380 1938.48 302442 9260.16 2199.32 1735.55 7060.84 899.35 6959.08 6735.45 524.339 6692.14 474.828 293182 5044.3 2155.33 1471.09 1025.99 269.25 319.786 83.1022 236.683 4681.78 1414.14 internal_count=1410996 1409917 106907 93439 29887 5204 1303010 17728 1285282 41273 12318 9159 28955 4598 28514 27557 3425 27358 2582 1244009 21498 9437 6459 4522 1180 1964 683 1281 19139 14303 is_linear=0 shrinkage=0.03 Tree=246 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 0 2 2 0 2 0 0 2 0 0 2 3 1 0 2 3 2 2 1 2 0 2 3 0 split_gain=8.63429 6.351 92.327 55.0969 111.504 38.4617 37.3951 73.1958 40.9655 74.2304 50.6607 84.6172 47.9635 47.7982 44.3889 41.3049 37.8811 32.2683 31.3236 28.6186 45.5109 39.1727 31.1055 33.4346 28.2027 54.545 38.4227 27.9152 26.7024 26.5691 threshold=-51.499999999999993 79162.558593750015 58.500000000000007 2.5000000000000004 99995.847656250015 84255.890625000015 2.5000000000000004 45473.716796875007 52302.683593750007 4.5000000000000009 72035.476562500015 3.5000000000000004 91.500000000000014 64691.324218750007 87.500000000000014 5.5000000000000009 55938.710937500007 2.6375000476837163 1.5000000000000002 84.500000000000014 3755.7348632812505 6.4175000190734872 1126.780944824219 1395.3037719726565 1.0000000180025095e-35 47554.107421875007 1.5000000000000002 1289.946716308594 3.8810000419616704 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 4 5 -3 7 -2 19 10 11 13 14 -10 15 -11 24 29 -15 -8 21 -21 -23 27 25 -9 -26 -24 -19 -17 right_child=1 2 -4 -5 -6 -7 8 16 9 12 -12 -13 -14 18 -16 17 -18 28 -20 20 -22 22 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.011344576148435022 -0.00057571795696269214 0.009278185865625033 0.0043489479602014137 -0.0020730342051976259 0.0051029853186903206 -0.0081141148212414364 3.5233220800977504e-05 -0.044228766717156462 -0.0091838422391258574 -0.028691738168694924 0.015701755229464785 0.011393925050672537 -0.019931592898004089 0.0022715470442131297 0.013996950228543938 0.0016483269950054314 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5897 1461 6052 190 2978 12061 1937 863 3342 216 438 1065 317 13087 2322 internal_value=-2.27484e-06 -4.37078e-06 -0.000492796 -0.0012616 0.00191068 -0.00610088 3.14516e-05 -0.00412754 5.80389e-05 0.00202366 0.0068481 0.00449724 0.000526705 -0.00188195 0.000825574 0.00038968 -0.0137208 0.000579466 0.00466965 -3.98131e-06 -0.00224429 0.00105516 0.00381289 0.000938962 -0.0202045 -0.00524067 -0.0255431 -0.00814915 -0.00078564 0.00375863 internal_weight=326748 326688 22322.9 19264 3923.83 1118.01 304365 1933.36 302431 9250.57 2190.61 1730.99 7059.96 899.233 6958.31 6735.41 522.4 6691.74 473.967 293181 5043.56 2154.92 1471.09 1025.85 317.733 83.5493 234.183 268.847 4681.53 2010.21 internal_count=1410996 1409917 106907 93439 29887 5204 1303010 17728 1285282 41273 12318 9159 28955 4598 28514 27557 3425 27358 2582 1244009 21498 9437 6459 4522 1964 683 1281 1180 19139 8219 is_linear=0 shrinkage=0.03 Tree=247 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 0 2 2 0 2 0 0 2 0 0 3 1 0 2 3 2 0 1 2 2 2 3 3 2 split_gain=8.20125 5.97737 86.9374 51.8568 105.072 36.2105 35.2259 69.3798 38.5986 70.2404 48.4103 80.1216 45.1801 44.9314 41.9167 38.5738 30.3761 29.8626 26.9325 42.8243 36.8672 29.2548 31.8872 26.7412 30.2419 45.0643 28.2637 25.8104 25.125 24.966 threshold=-51.499999999999993 79162.558593750015 58.500000000000007 2.5000000000000004 99995.847656250015 84255.890625000015 2.5000000000000004 23484.753906250004 52302.683593750007 4.5000000000000009 72035.476562500015 3.5000000000000004 91.500000000000014 64691.324218750007 87.500000000000014 5.5000000000000009 2.6375000476837163 1.5000000000000002 84.500000000000014 3755.7348632812505 6.4175000190734872 1126.780944824219 92.500000000000014 1.0000000180025095e-35 2817.958129882813 6409.8125000000009 14106.575683593752 1.4100000262260439 3.8810000419616704 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 3 4 5 -3 7 23 18 10 11 13 14 29 15 -11 27 -15 -8 20 -20 -22 -23 26 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824.69239301234484 200.67205420136452 44.00004343688488 455.55688537284732 827.41383548080921 101.53485052287579 431.76196824759245 222.18113900721073 201.69552278518677 1493.3063076585531 41.353397369384766 683.42835682630539 2888.299249380827 445.35057497024536 712.11592987179756 313.57630529999733 33.561366051435471 107.89015555381775 477.80095397680998 127.25925743952394 1807.5594488531351 3187.9646206721663 225.3011258020997 leaf_count=1079 7119 705 13468 63552 24683 4499 1222511 5626 966 199 3159 4561 441 2392 957 829 6052 190 2978 12061 1937 3120 1402 173 450 3120 1240 7390 13087 1050 internal_value=-2.19976e-06 -4.23325e-06 -0.000478175 -0.00122412 0.0018565 -0.00592035 3.05144e-05 -0.0040081 5.63071e-05 0.00196539 0.00666961 0.00437428 0.000511086 -0.00182545 0.000801055 0.000378082 0.000562206 0.00453814 -3.86262e-06 -0.00217735 0.00102363 0.00369851 0.00091079 0.000900146 -0.0032373 -0.0016503 0.00615609 0.00364767 -0.000762113 -0.0088933 internal_weight=326725 326665 22313.9 19258 3917.45 1117.54 304352 1931.42 302420 9240.3 2182.06 1726.5 7058.24 899.089 6956.71 6734.53 6690.53 473.115 293180 5042.77 2154.47 1471.04 1025.69 1106.72 619.252 585.691 487.472 2009.25 4681.27 425.973 internal_count=1410996 1409917 106907 93439 29887 5204 1303010 17728 1285282 41273 12318 9159 28955 4598 28514 27557 27358 2582 1244009 21498 9437 6459 4522 12102 3743 3570 8359 8219 19139 2016 is_linear=0 shrinkage=0.03 Tree=248 num_leaves=31 num_cat=0 split_feature=1 1 0 2 0 0 0 2 2 2 2 2 2 2 0 2 3 2 2 2 2 0 2 2 2 2 0 1 1 2 split_gain=7.78854 5.76798 5.68921 53.6545 46.3228 34.7275 28.3718 44.1077 110.312 64.6979 38.0256 45.8172 40.1395 31.6923 47.5828 99.0083 38.0378 63.9679 36.3475 34.0914 30.1881 28.709 28.6271 42.2561 30.682 37.0229 29.5713 29.2836 27.9322 49.3879 threshold=-51.499999999999993 93.500000000000014 49.500000000000007 52302.683593750007 55.500000000000007 68.500000000000014 45.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 2871.6833496093755 13264.737792968752 2343.383422851563 79162.558593750015 2.5000000000000004 99995.847656250015 40.666500091552741 45473.716796875007 55938.710937500007 84255.890625000015 169.44351196289065 39.500000000000007 1443.1333007812502 1338.8272094726565 1707.8798828125002 1864.7654418945315 47.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 -4 -5 -6 13 9 -9 20 12 -12 22 16 15 19 -2 -18 28 -15 -8 -16 23 26 27 -26 -10 -24 29 -19 right_child=1 -3 3 4 5 -7 7 8 10 -11 11 -13 -14 14 21 -17 17 18 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.010873231816330185 0.00017711546120809712 -0.020971524466229977 2.266548476120866e-05 -0.013684227091613954 0.010313426879184717 0.0027447791444841392 -0.00057391269986939301 -0.0073618017367664181 -0.0031836419274639005 0.0061438356951110714 -0.0032537485794825577 0.003058872247271336 0.0043541114462763864 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360391 582 2694 18087 17206 12827 893 6875 27079 5116 8756 705 62180 24683 10422 245 1461 4499 289 520 610 226 2384 8232 341 1021 1281 438 internal_value=-2.12537e-06 -4.09826e-06 -3.3403e-06 0.000200162 0.00323348 0.00373051 -8.03717e-05 -0.00112732 -0.00195711 0.00112816 -0.000772432 -0.00217944 0.00114006 2.25631e-05 -0.00114592 0.00180379 0.000135715 -0.00406849 -0.0130496 -0.00574521 -0.000906906 -0.00190817 -0.00094498 0.00728162 -0.00190284 -0.000718245 0.0027371 -0.00986244 -0.0194479 -0.0046994 internal_weight=326702 326643 326631 89689 4958.09 4816.58 236942 21210.5 15505.9 5704.59 12718.1 7327.4 5390.73 215731 19046.4 3911.21 196685 1917.94 520.166 1117.05 4058.07 15135.2 3269.64 340.994 2928.64 2549.25 287.715 379.393 315.072 84.5558 internal_count=1410996 1409917 1409724 381754 21363 20781 1027970 91855 67485 24370 54658 32195 22463 936115 92587 29887 843528 13847 3425 5204 17495 62700 13707 1460 12247 10616 1234 1631 1964 683 is_linear=0 shrinkage=0.03 Tree=249 num_leaves=31 num_cat=0 split_feature=1 1 0 2 0 0 0 2 0 2 2 2 3 1 1 0 0 1 0 2 2 1 1 0 0 2 2 2 2 2 split_gain=7.39533 5.52031 5.35363 50.5277 43.5941 32.8095 27.2661 52.5987 41.7385 89.0658 40.4405 36.2634 34.7095 31.8743 31.7331 36.4847 78.845 93.7855 30.712 27.5037 30.816 27.0195 26.9688 28.2061 26.7097 41.5264 104.035 60.869 35.79 43.1259 threshold=-51.499999999999993 93.500000000000014 49.500000000000007 52302.683593750007 55.500000000000007 68.500000000000014 84.500000000000014 3755.7348632812505 51.500000000000007 3673.091186523438 3755.7348632812505 3152.5231933593755 6.4175000190734872 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 74.500000000000014 1126.780944824219 1395.3037719726565 -5.4999999999999991 68.500000000000014 97.500000000000014 45.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 2871.6833496093755 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 24 6 -5 -6 7 8 -4 11 12 -10 -8 14 15 -11 17 -17 21 -14 -21 -18 23 -7 -2 27 -27 -26 -28 -30 right_child=1 -3 3 4 5 22 10 -9 9 13 -12 -13 19 -15 -16 16 18 -19 -20 20 -22 -23 -24 -25 25 26 28 -29 29 -31 leaf_value=0.01064218469735026 2.1886336137261092e-05 -0.020686402520859272 0.0014289989742143406 -0.013271011527048925 0.010028660671213651 0.0028158026560537752 -0.0045952858024497787 0.0013263223772519827 -0.00044471162077511412 -0.0073367799173765401 -0.0044380481398071893 0.0030320617530074007 0.0098126966228753078 -0.013441543359347092 0.00146613009595181 0.015347011027332692 -0.022626765265768969 -0.0048849318868565356 0.0027445457476555483 -0.0078507864876253518 0.0039804791506068823 -0.0058864397478931687 0.02963665989264944 -0.014214030059264237 -0.00087982282577398971 -0.0071533649936899148 0.0011061367112205369 0.0059590139026702849 -0.0031576863467628739 0.0029663169790644559 leaf_weight=58.734299384523183 215721.47982156859 11.6141558624804 9772.0592356026173 141.5354333370924 625.78857108205557 4064.3509611040354 683.03235360980034 24145.827533490956 36209.244070351124 2222.8809892386198 2887.7694581449032 2917.5089889168739 445.43995313346386 303.38527616858482 983.33160011470318 429.83389765024185 91.05405105650425 396.35014148056507 371.38140225410461 268.34357500076294 757.25686705112457 1846.3030377626419 33.098474871367216 89.458309799432755 4057.5873148217797 2782.9748136848211 5389.0772575289011 1646.6630537807941 6077.4496105909348 1247.3359828516841 leaf_count=1079 936115 193 44195 582 2694 17479 2978 99183 151904 11405 12059 11909 1937 1648 4951 1781 409 1992 1600 1180 3341 7919 148 460 17495 12827 22463 6875 27079 5116 internal_value=-2.06457e-06 -3.97867e-06 -3.2432e-06 0.000194169 0.00313899 0.00362159 2.19854e-05 0.000157351 -0.000350826 -0.000730814 -0.00211754 -0.000185464 0.000993363 -0.00394215 -0.00348766 -0.00439684 -0.00231221 0.00564102 -0.00515829 0.00358828 0.000884884 -0.00667322 0.00266396 0.00244904 -7.79722e-05 -0.00109404 -0.00189957 0.00109436 -0.000749546 -0.00211483 internal_weight=326678 326619 326608 89685.2 4954.23 4812.7 84731 79689.2 55543.3 45771.3 5041.84 39126.8 2154.07 6644.52 6341.14 5357.8 3134.92 826.184 2308.74 1471.04 1025.6 1937.36 4186.91 4153.81 236923 21201.1 15496.8 5704.25 12713.9 7324.79 internal_count=1410996 1409917 1409724 381754 21363 20781 360391 338896 239713 195518 21495 163813 9436 31705 30057 25106 13701 3773 9928 6458 4521 8328 18087 17939 1027970 91855 67485 24370 54658 32195 is_linear=0 shrinkage=0.03 Tree=250 num_leaves=31 num_cat=0 split_feature=1 1 2 0 0 2 0 2 0 0 2 2 0 2 0 1 3 2 0 1 2 2 1 1 2 2 0 2 2 0 split_gain=7.68039 6.1857 12.2447 12.6877 6.17769 24.6178 16.694 16.9363 18.5843 12.1969 10.1304 10.0224 20.5772 12.2528 22.5779 13.9632 11.5179 10.1734 9.41252 8.86865 8.59896 8.80839 12.5596 8.24522 8.18103 7.52643 20.1954 12.1536 12.4797 12.1074 threshold=90.500000000000014 -18.499999999999996 191.53874969482425 2.5000000000000004 22.500000000000004 18421.471679687504 55.500000000000007 11873.722656250002 28.500000000000004 28.500000000000004 7188.3642578125009 14763.748535156252 9.5000000000000018 29455.711914062504 13.500000000000002 -32.499999999999993 8.545499801635744 23484.753906250004 59.500000000000007 -33.499999999999993 333.79756164550787 2343.383422851563 -26.499999999999996 -22.499999999999996 2152.199340820313 9416.2739257812518 8.5000000000000018 4805.4782714843759 3455.044799804688 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 11 6 7 9 -9 -6 -8 25 -13 14 15 16 -14 -16 23 -15 -11 24 -23 -7 -22 27 -27 28 -5 -29 right_child=-2 -3 3 4 5 18 10 8 -10 20 -12 12 13 19 17 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.020335126318610067 -0.019685000923290862 4.8109952050782241e-05 0.017441967232039255 -0.0012861420575315092 0.01044616479577371 0.017112006323630694 -0.011908580096124497 -0.034173458819583183 0.0069176900514944959 0.015941670787907557 0.02007852418602055 0.0033643092426215351 -0.0056429447784886594 0.013724009494299428 -0.042598184817453845 0.0066453091367497516 -0.044800003763140785 -0.016656012594788494 0.030827645517860398 -0.006842832888601034 -0.005129431766087638 0.010337895322972019 -0.0047399549873586829 -0.0014956612924609432 -0.031669393081489562 -0.03155363447936433 0.013709939965068977 -0.025257355513289257 0.017090903753996078 -0.00034460479248969158 leaf_weight=31.788819007575512 17.735813412815332 325195.85884535639 43.879102079663426 98.396735772490501 188.81300784647465 63.697559833526611 112.12261305749416 22.200543768703938 17.887108467519283 30.43070612847805 9.6801242679357511 199.36921909451485 17.407047942280769 23.490344911813736 29.516807973384857 39.956663846969604 11.054085873067381 25.23711085319519 27.255195565521717 95.92894458770752 70.991774260997772 96.684197567403316 102.36167313158512 32.299516722559929 12.258184358477591 9.7514609396457654 98.309782408177853 28.567201435565948 50.23864958435297 45.553976610302925 leaf_count=189 230 1400925 1261 625 1044 310 559 100 100 167 57 1688 140 142 131 238 79 110 192 425 386 575 570 146 71 72 639 184 313 265 internal_value=5.62933e-05 5.73645e-05 0.00189793 0.00153238 0.00108473 0.00295616 0.00066874 0.00292548 -0.0158386 0.00442528 -0.00936644 -0.000820382 -0.00377623 -0.00964455 -0.0162833 -0.00479299 -0.0208512 -0.0306409 0.0152687 -0.00279724 0.000790086 -0.000843212 0.00258393 0.0108512 -0.00903732 0.00312852 0.00962535 -2.31568e-05 0.00492529 -0.00994628 internal_weight=326849 326831 1635.13 1603.34 1559.46 786.682 663.43 541.627 40.0877 501.54 121.803 772.778 441.96 242.591 123.172 68.4178 28.4611 54.7539 123.252 119.419 312.727 282.296 199.046 95.9971 83.25 330.818 108.061 222.757 148.635 74.1212 internal_count=1411933 1411703 10778 10589 9328 4277 3629 3013 200 2813 616 5051 2953 1265 698 457 219 241 648 567 1769 1602 1145 456 457 2098 711 1387 938 449 is_linear=0 shrinkage=0.03 Tree=251 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 0 0 1 0 0 1 0 0 1 0 1 2 2 3 0 1 0 0 2 2 2 1 1 1 1 split_gain=7.32527 5.97209 18.0448 18.4892 23.1919 20.2742 15.5881 14.8389 15.1687 14.6013 11.712 13.8839 15.9146 12.4334 15.6314 12.0723 8.60368 8.44157 13.2313 20.0269 14.8098 13.8583 50.2835 21.8877 15.2094 12.9198 11.5604 11.5363 9.6643 9.04284 threshold=90.500000000000014 134.73744964599612 50.500000000000007 65.500000000000014 112.33882141113283 56.500000000000007 78.500000000000014 1.5000000000000002 53.500000000000007 82.500000000000014 1.0000000180025095e-35 77.500000000000014 68.500000000000014 5.5000000000000009 72.500000000000014 3.5000000000000004 112.33882141113283 169.44351196289065 2.9229999780654912 28.500000000000004 1.0000000180025095e-35 41.500000000000007 32.500000000000007 142.00050354003909 149.35324859619143 161.39817047119143 -2.4999999999999996 3.5000000000000004 1.0000000180025095e-35 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 7 10 -6 -9 -8 11 12 -5 14 15 -12 -14 18 19 25 -20 22 23 -21 -24 29 -27 -23 -26 -3 right_child=-2 17 3 6 5 -7 9 8 -10 -11 13 -13 16 -15 -16 -17 -18 -19 20 21 -22 27 24 -25 28 26 -28 -29 -30 -31 leaf_value=0.0026451483072204344 -0.019353012182378251 0.00022711250909345103 -0.0013809392285018566 0.015140599612229912 -0.022227215470979101 0.010590089879815964 -0.03455276487613549 -0.012120960011565022 0.031272831305142974 0.0098863142940956317 0.0048737222204098636 0.040592918062683857 0.0076657109479550383 0.031423608380235009 -0.022512259067702097 -0.026152107000077061 -0.018531164563093509 6.6523244933844596e-05 0.023392336594973234 -0.010607278304453519 -0.0012650910158053719 -0.00060149613758192727 0.037229174505872771 0.0074957893017053674 0.0031588462028558952 0.026274140713595719 -0.003314149608112446 -0.0049039421979795907 0.022666831871814442 -0.014568410796172566 leaf_weight=2765.9452463835478 17.502423543483019 45.685410290956497 1143.5076585114002 114.40957383811474 119.13561791181564 28.129416272044182 17.099668219685558 26.952690780162811 9.9177475720643979 10.893574461340902 155.51725955307484 13.761015504598616 21.809434533119202 11.475995585322378 25.6799655854702 12.170457541942595 23.377288296818733 313325.50771814445 42.679097235202789 141.68070098757744 45.077539101243019 7514.565793260932 34.736503913998604 104.40195095539093 41.333498567342758 12.82090277969837 162.69588908553123 606.13448846340179 51.124844193458557 199.65001535415649 leaf_count=11923 230 190 4918 476 502 124 101 136 52 49 665 62 93 58 110 58 96 1353615 189 602 201 31416 148 439 171 56 683 3491 223 856 internal_value=5.46122e-05 5.56516e-05 0.00114102 -0.00125847 -0.00297204 -0.012853 0.00434233 -0.01708 -0.000448501 -0.0172593 0.00594122 0.01168 0.00918697 0.00108457 -0.000715989 0.00262193 -0.00588721 4.04995e-05 -0.000865229 -0.000979338 0.0107267 -0.000662833 0.00498917 -0.00292695 0.0203044 -0.00736731 -0.00115283 -0.000922634 0.0139458 -0.0118132 internal_weight=326845 326828 4499.78 1733.84 1327.64 184.135 406.194 156.006 36.8704 27.9932 378.201 173.357 159.596 204.844 193.368 167.688 45.1867 322328 9002.59 8914.83 87.7566 8493.98 373.277 246.083 127.195 420.852 175.517 8120.7 92.4583 245.335 internal_count=1411933 1411703 19423 7500 5732 814 1768 690 188 150 1618 727 665 891 833 723 189 1392280 38665 38275 390 36490 1583 1041 542 1785 739 34907 394 1046 is_linear=0 shrinkage=0.03 Tree=252 num_leaves=31 num_cat=0 split_feature=1 1 2 0 0 2 0 2 0 0 2 0 2 0 1 3 2 0 2 1 2 2 1 1 1 2 0 2 2 0 split_gain=6.98552 5.83582 11.6583 12.1473 5.82363 23.3766 15.6732 15.9009 17.243 11.5687 9.43451 19.3007 11.4086 21.0151 12.9709 10.3475 9.33854 9.24188 9.07721 8.37163 8.15927 8.25602 11.8737 7.82801 7.52433 7.13534 18.8872 11.3997 11.8892 11.1508 threshold=90.500000000000014 -18.499999999999996 191.53874969482425 2.5000000000000004 22.500000000000004 18421.471679687504 55.500000000000007 11873.722656250002 28.500000000000004 28.500000000000004 14763.748535156252 9.5000000000000018 29455.711914062504 13.500000000000002 -32.499999999999993 8.545499801635744 23484.753906250004 59.500000000000007 6559.7421875000009 -33.499999999999993 333.79756164550787 2343.383422851563 -26.499999999999996 -22.499999999999996 -35.499999999999993 9416.2739257812518 8.5000000000000018 4805.4782714843759 3455.044799804688 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 10 6 7 9 -9 -6 25 -12 13 14 15 -13 -15 23 -8 -14 -11 24 -23 -7 -22 27 -27 28 -5 -29 right_child=-2 -3 3 4 5 17 18 8 -10 20 11 12 19 16 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.019944739859863704 -0.019023802723804783 4.4999521090743703e-05 0.017174522302055295 -0.0012486550836696526 0.010186781724946843 0.016693795399186973 -0.011514793905676876 -0.032792940220246473 0.0067317988129047945 0.015592455729087152 0.0032692069945619287 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45.560760781168938 leaf_count=189 230 1400925 1261 625 1044 310 556 100 100 167 1688 140 142 131 238 79 110 192 60 425 119 575 570 146 338 72 639 184 313 265 internal_value=5.29724e-05 5.39807e-05 0.00184333 0.0014882 0.00105283 0.00287213 0.000648284 0.00284214 -0.0152949 0.0043017 -0.000796784 -0.00366228 -0.00933035 -0.0157113 -0.00463208 -0.0199501 -0.0294993 0.0149204 -0.00905146 -0.00271481 0.000765711 -0.000818931 0.00250889 0.0105634 -0.00872636 0.00303981 0.00938886 -2.31484e-05 0.00479032 -0.00959161 internal_weight=326841 326824 1632.22 1600.81 1557.58 785.227 662.875 540.603 40.264 500.339 772.356 442.133 243.234 123.812 68.6494 28.8462 55.1627 122.352 122.272 119.422 312.548 282.369 198.733 95.6447 83.6363 330.223 107.464 222.758 148.204 74.5547 internal_count=1411933 1411703 10778 10589 9328 4277 3629 3013 200 2813 5051 2953 1265 698 457 219 241 648 616 567 1769 1602 1145 456 457 2098 711 1387 938 449 is_linear=0 shrinkage=0.03 Tree=253 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 0 0 0 1 1 0 0 1 0 1 2 2 3 0 1 0 0 2 2 2 1 1 1 1 2 split_gain=6.66053 5.61108 16.9824 17.4175 21.8993 19.0662 14.7696 14.0483 14.0365 11.078 13.3605 15.0284 11.5331 14.7865 11.4474 8.07187 7.95305 12.4861 18.8777 14.0559 13.0241 47.1359 20.609 14.248 12.1977 10.9479 10.8895 8.99499 8.54538 10.0376 threshold=90.500000000000014 134.73744964599612 50.500000000000007 65.500000000000014 112.33882141113283 56.500000000000007 78.500000000000014 82.500000000000014 3.5000000000000004 1.0000000180025095e-35 77.500000000000014 68.500000000000014 5.5000000000000009 72.500000000000014 3.5000000000000004 112.33882141113283 169.44351196289065 2.9229999780654912 28.500000000000004 1.0000000180025095e-35 41.500000000000007 32.500000000000007 142.00050354003909 149.35324859619143 161.39817047119143 -2.4999999999999996 3.5000000000000004 1.0000000180025095e-35 -1.4999999999999998 149.35324859619143 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 8 9 -8 -6 10 11 -5 13 14 -11 -13 17 18 24 -19 21 22 -20 -23 28 -26 -22 -25 -3 -30 right_child=-2 16 3 6 5 -7 7 -9 -10 12 -12 15 -14 -15 -16 -17 -18 19 20 -21 26 23 -24 27 25 -27 -28 -29 29 -31 leaf_value=0.0025635276426519368 -0.018697373901098824 0.00021672781809298615 -0.0013414625092255297 0.014727525443886063 -0.019080303708639279 0.010225340590534432 -0.034154441241530935 0.0095744697329435881 0.016163724621839945 0.0047204283982738822 0.039936195117552871 0.0074436454154625043 0.030058376678232673 -0.021964554525322172 -0.025634712730411058 -0.017926122985420855 6.2939767566579146e-05 0.02283422991468604 -0.010303380678490731 -0.0012289621275639259 -0.00058552752775689544 0.035978774832474351 0.0072637082771440376 0.0030570991793164399 0.025675349263180193 -0.0032169910111629662 -0.0047705864979043092 0.021855770553705516 -0.026458677068397159 -0.010478337490691861 leaf_weight=2765.7820015475154 17.052326083183289 45.68136627972126 1143.3752791434526 114.08446772396564 144.76650458574295 28.147708564996719 16.785554036498073 10.909152418375013 10.938665851950644 155.70321129262447 13.570116996765135 21.768426820635796 11.634303286671637 25.534503951668739 12.046149507164953 23.442075684666634 313322.02650998114 42.408468812704086 141.52447324991226 45.060433253645897 7514.1286057382822 34.859343394637108 104.4708953499794 41.311450898647308 12.727069735527037 162.65025210380554 604.58111318200827 51.423568904399872 46.002912998199463 153.12844996154308 leaf_count=11923 230 190 4918 476 624 124 101 49 66 665 62 93 58 110 58 96 1353615 189 602 201 31416 148 439 171 56 683 3491 223 198 658 internal_value=5.13905e-05 5.23687e-05 0.00110458 -0.00122423 -0.00288673 -0.0124967 0.00421754 -0.0169293 -0.0166043 0.00576778 0.0113611 0.00892679 0.0010494 -0.000696735 0.00254061 -0.00571082 3.76836e-05 -0.000841578 -0.000952277 0.0104378 -0.000645158 0.00483166 -0.00284288 0.0196278 -0.00715933 -0.00112028 -0.000897179 0.0134814 -0.0114855 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10603.448730468752 97.500000000000014 96.500000000000014 50009.173828125007 54303.691406250007 61082.773437500007 94494.871093750015 49.500000000000007 64691.324218750007 55.500000000000007 80.500000000000014 3755.7348632812505 51.500000000000007 3673.091186523438 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 74.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 -2 -3 10 6 -6 -7 9 12 11 -5 -9 -11 -15 -10 -17 -1 20 -20 21 22 -19 -24 25 26 -25 28 -28 -29 right_child=1 3 -4 4 5 7 -8 8 15 13 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 23 24 -26 -27 27 29 -30 -31 leaf_value=-1.78830455657094e-05 -0.0068919935880219323 -0.020314041269401385 0.010496837549241652 -0.015466103864801278 -0.023987484571853093 0.027281123233719333 0.014097909654641836 -0.0071252207821266783 0.014493530122816616 0.016484472510323638 0.027518899960210865 0.020081073295182186 -0.028853975043620871 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509 89 237 70 75 309 42 99 64 63 97 66 1813 73 573 44165 464 14801 35849 94208 156646 11313 1546 4851 1784 8413 2005 1065 internal_value=4.98475e-05 -0.00236075 0.00334477 -0.00367859 -0.00293773 -0.00356413 -0.0160814 -0.00234261 -0.00301237 -0.00138262 0.00720061 -0.0018182 -0.011977 0.000710319 -0.000124412 -0.0110915 -0.0131356 5.73188e-05 0.000258514 0.00383949 0.000110116 0.000285409 -0.000197898 -0.000555174 -0.00360492 -0.00312119 -0.00408182 -0.00177764 0.00618261 -0.0047638 internal_weight=326833 1009.84 189.484 820.358 785.381 739.68 65.7649 673.915 659.016 548.392 45.7007 31.6514 90.4642 457.928 434.913 110.624 102.439 325823 88649.7 3527.51 85122.2 76593 53697.4 43927.6 6483.38 6201.06 5236.68 3033.41 827.507 2205.9 internal_count=1411933 4704 867 3837 3670 3454 312 3142 3072 2384 216 152 406 1978 1879 688 646 1407229 377110 15265 361845 325996 231788 187623 30977 29431 24580 13267 3789 9478 is_linear=0 shrinkage=0.03 Tree=255 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 0 1 0 0 0 0 1 2 1 0 1 0 3 2 2 2 2 3 0 0 2 2 0 1 0 split_gain=6.854 11.0115 12.1659 17.0025 10.6509 15.5108 13.1645 11.2927 21.0281 15.7033 14.5625 21.4631 10.3913 10.2874 8.96741 8.76796 11.6626 10.0972 8.25916 13.9267 8.17401 31.449 32.8836 31.425 25.6602 55.9866 38.0671 37.6572 33.4649 24.499 threshold=112.33882141113283 78.500000000000014 65.500000000000014 52.500000000000007 67.829120635986342 25.500000000000004 1.0000000180025095e-35 13.500000000000002 15.500000000000002 21.500000000000004 39.500000000000007 -1.4999999999999998 67.829120635986342 2.5000000000000004 80.500000000000014 -1.4999999999999998 41.500000000000007 1.0619999766349795 87.470542907714858 67.829120635986342 286.97653198242193 317.43702697753912 2.9229999780654912 60.500000000000007 48.500000000000007 215.8664245605469 134.73744964599612 54.500000000000007 1.0000000180025095e-35 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 -1 -6 -9 -10 11 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internal_weight=326769 3397.62 3372.47 3238.28 2318.16 875.922 41.7272 1442.24 1424 1409.07 1376.97 595.89 920.116 134.198 25.1494 781.084 129.71 651.374 116.937 66.0524 323371 285112 4656.27 38259.1 34718.7 11922.8 10116.7 1806.03 1363.37 22795.9 internal_count=1411493 14725 14588 14007 10043 3791 243 6252 6142 6061 5915 2562 3964 581 137 3353 600 2753 503 281 1396768 1233886 19695 162882 147721 50713 43244 7469 5617 97008 is_linear=0 shrinkage=0.03 Tree=256 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 2 0 1 3 2 1 0 0 0 0 0 1 0 2 2 1 2 2 3 0 0 2 2 0 1 split_gain=6.45172 10.4644 11.4405 16.0064 10.3113 11.7346 13.65 12.6616 11.0974 9.78131 9.51254 27.8485 20.2323 13.3565 31.6455 12.5707 9.51012 8.69109 7.78122 13.1194 7.71381 7.69177 29.5896 30.9868 29.5836 24.1435 52.6543 35.886 35.4023 31.4058 threshold=112.33882141113283 78.500000000000014 65.500000000000014 52.500000000000007 4.5000000000000009 67.829120635986342 25.500000000000004 1.0000000180025095e-35 1.0619999766349795 67.829120635986342 1.0000000180025095e-35 40.500000000000007 46.500000000000007 15.500000000000002 20.500000000000004 15.500000000000002 2.5000000000000004 80.500000000000014 87.470542907714858 67.829120635986342 -1.4999999999999998 286.97653198242193 317.43702697753912 2.9229999780654912 60.500000000000007 48.500000000000007 215.8664245605469 134.73744964599612 54.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 -1 20 -5 12 13 15 -12 -15 -10 18 -3 19 -4 -7 24 23 -23 25 -2 27 -27 -28 -30 right_child=21 17 16 9 -6 8 -8 -9 10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 29 -31 leaf_value=0.0050378555931204789 -0.00073874731412314014 -0.034139181524778843 0.011026073584398978 0.0030850633852866887 0.012195925124038678 -0.0046760985002844953 4.6038897481786068e-05 -0.029830073340107354 0.036592550900188946 -0.0040640074355298107 -0.029807876425028818 0.0076842230298791109 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leaf_count=88 97008 87 169 980 455 74 3334 155 86 2984 95 1171 113 51 1535 2570 78 50 222 112 316 18334 1214191 1361 15161 1024 1852 42220 2125 3492 internal_value=-1.9827e-05 0.00128103 0.00142411 0.00106818 0.00239752 0.0019887 -0.000832665 -0.0176568 0.00367187 -0.00228011 0.0029583 0.000535914 0.00567573 -0.00456318 -0.00337671 0.00683441 0.0100063 -0.018104 0.00692179 0.000125875 0.0137201 -3.3487e-05 2.01086e-05 0.00239197 -0.000432917 -0.000166569 0.00092729 8.4809e-05 0.00564487 0.00803695 internal_weight=326765 3395.62 3370.74 3236.51 2316.72 2223.94 830.998 41.2478 1392.94 919.784 1300.58 687.619 612.959 401.335 383.32 586.455 134.229 24.8789 116.801 65.9786 92.3603 323369 285113 4656.43 38256.5 34717.7 11923.3 10116.6 1806.66 1364.08 internal_count=1411493 14725 14588 14007 10043 9588 3577 243 6011 3964 5621 2852 2769 1681 1586 2656 581 137 503 281 390 1396768 1233886 19695 162882 147721 50713 43244 7469 5617 is_linear=0 shrinkage=0.03 Tree=257 num_leaves=31 num_cat=0 split_feature=0 2 3 2 2 0 2 2 1 2 0 2 0 2 2 2 1 0 2 2 2 0 2 0 0 2 0 2 2 2 split_gain=6.39852 27.2882 56.3652 57.1912 87.3053 55.8896 103.275 45.9561 39.8319 38.9019 37.8812 57.9074 37.2849 35.7806 62.8378 35.6928 32.5867 32.0776 68.8468 36.9838 31.2257 31.8969 31.0213 72.6993 45.4395 30.8796 27.271 120.091 74.0663 140.702 threshold=19.500000000000004 79162.558593750015 40.666500091552741 9644.7543945312518 3038.2934570312505 2.5000000000000004 99995.847656250015 23484.753906250004 1.5000000000000002 89440.765625000015 5.5000000000000009 39196.445312500007 4.5000000000000009 13836.183105468752 13578.460937500002 3152.5231933593755 1.0000000180025095e-35 14.500000000000002 890.76861572265636 1289.946716308594 7700.5261230468759 13.500000000000002 72035.476562500015 3.5000000000000004 3.5000000000000004 2817.958129882813 12.500000000000002 17012.167968750004 16543.466796875004 14427.237304687502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 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0.000835003 -0.000983204 0.00114738 0.000314876 0.00233926 0.00418917 internal_weight=326761 88331.5 71703.3 69779.2 36837.3 16628.2 3952.73 1924.18 32941.8 1131.31 5788.74 745.9 13219.4 1092.52 791.484 1410.33 23618 10923.3 4826.38 980.149 11809 8433.09 27153.1 865.807 26287.3 706.465 24735.8 14563.5 10172.3 6682.54 internal_count=1411493 407155 323703 309838 165574 83452 30655 13865 144264 5290 23451 3166 60794 8195 5690 10727 104780 46641 20391 4087 50067 35964 120813 4840 115973 4655 108199 65858 42341 28193 is_linear=0 shrinkage=0.03 Tree=258 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 2 0 1 3 2 1 0 0 0 0 0 1 0 2 2 2 3 3 1 2 0 2 0 0 0 split_gain=6.09651 9.94488 10.7604 15.0692 9.63097 11.0546 13.0114 12.1301 10.4293 9.20719 8.97127 26.1868 19.0086 12.7646 29.6811 12.2063 8.80313 8.42521 7.33138 12.3596 7.30181 27.763 28.0846 55.4617 37.6593 64.9361 21.7275 34.6819 29.1493 45.3482 threshold=112.33882141113283 78.500000000000014 65.500000000000014 52.500000000000007 4.5000000000000009 67.829120635986342 25.500000000000004 1.0000000180025095e-35 1.0619999766349795 67.829120635986342 1.0000000180025095e-35 40.500000000000007 46.500000000000007 15.500000000000002 20.500000000000004 15.500000000000002 2.5000000000000004 80.500000000000014 87.470542907714858 67.829120635986342 558.56738281250011 4.4095001220703134 3.2575000524520878 1.0000000180025095e-35 455.77806091308599 46.500000000000007 496.29238891601568 48.500000000000007 54.500000000000007 73.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 6 7 -1 -7 -5 12 13 15 -12 -15 -10 18 -3 19 -4 21 22 24 -24 -2 -26 27 -27 -28 -30 right_child=20 17 16 9 -6 8 -8 -9 10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 28 -29 29 -31 leaf_value=0.0048563689927043109 -0.00041073777626039645 -0.033788997975410323 0.010709428030731643 0.002995645318642349 0.011775441732920297 0.013307809589758367 4.7658340503018675e-05 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292950 283542 29514 254028 18223 8743 3396 5347 2453 is_linear=0 shrinkage=0.03 Tree=259 num_leaves=31 num_cat=0 split_feature=0 2 3 2 2 0 2 2 2 1 2 0 2 0 2 1 0 2 2 2 0 2 0 0 1 2 2 1 0 2 split_gain=5.82918 25.6072 53.0442 54.0821 81.8166 52.6179 97.3499 43.3167 37.5532 37.4841 36.651 35.6401 54.5746 35.0788 33.4712 30.554 30.1357 64.743 34.5876 29.3717 29.9971 29.365 69.2065 42.7338 26.9438 26.457 26.4565 25.7389 34.859 27.4318 threshold=19.500000000000004 79162.558593750015 40.666500091552741 9644.7543945312518 3038.2934570312505 2.5000000000000004 99995.847656250015 45473.716796875007 55938.710937500007 1.5000000000000002 89440.765625000015 5.5000000000000009 39196.445312500007 4.5000000000000009 3152.5231933593755 1.0000000180025095e-35 14.500000000000002 890.76861572265636 1289.946716308594 7700.5261230468759 13.500000000000002 72035.476562500015 3.5000000000000004 3.5000000000000004 1.0000000180025095e-35 1826.4194335937502 2817.958129882813 1.0000000180025095e-35 1.5000000000000002 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 15 6 10 26 27 21 -3 12 -11 14 -6 -1 -17 -18 -19 20 -15 23 -23 24 -5 -20 -4 29 -29 -9 right_child=-2 5 7 9 13 -7 -8 8 -10 11 -12 -13 -14 19 -16 16 17 18 25 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0018413750860431933 -9.5213966996184404e-05 0.0013863123429798114 -0.024410525186859648 0.00059076229887044477 -0.031293676451445075 -0.0018124816010699676 0.0051408697235236908 -0.029656697916937563 -0.0019874469216011083 -0.011407827804787782 -0.0096573790963224142 0.0045518792855862474 0.0049065194486266348 -0.0022154705354187208 0.0029999738439411006 -0.0017258626495591427 -0.00030803412334312358 0.016327591996516691 -0.0057191112201557242 -0.00027701631460945621 -0.0059199103841187026 0.015070912794261558 -0.0019317445922943425 0.0011120694313433137 -0.007406213440812973 0.0079585159652624891 -0.00097462498808663562 0.016008639071000974 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0.0023651 0.000839901 -0.000323248 0.00144723 0.00832335 -0.00264173 -0.00358824 0.000987621 0.00643599 0.000808913 -0.00401836 0.00436211 -0.00172498 -0.0183929 -0.023633 -0.00433416 internal_weight=326723 88301.4 71679.6 69757.2 36826.9 16621.8 3945.61 1922.32 523.519 32930.3 1130.51 5787.05 744.84 13220.2 1409.72 23606.7 10921.8 4827.8 981.775 11810.5 8434.45 27143.3 862.032 26281.2 1552.95 656.752 1398.8 314.446 229.066 85.3797 internal_count=1411493 407155 323703 309838 165574 83452 30655 13865 3468 144264 5290 23451 3166 60794 10727 104780 46641 20391 4087 50067 35964 120813 4840 115973 7774 2728 10397 1986 1296 690 is_linear=0 shrinkage=0.03 Tree=260 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 2 2 1 0 2 2 0 2 2 0 2 2 1 0 0 2 2 2 2 0 2 2 2 split_gain=6.42974 45.6556 73.67 41.4935 45.0644 30.161 30.6537 26.6137 22.1964 32.5629 27.7356 41.9387 29.6056 26.0693 22.6191 22.4672 21.3868 98.4113 97.6881 39.5627 29.0384 37.4482 28.0167 40.7634 26.4936 26.4632 20.3213 141.899 70.4163 54.2032 threshold=6.5000000000000009 31791.298828125004 13578.460937500002 13836.183105468752 2.5000000000000004 18984.831054687504 14763.748535156252 22009.412109375004 2192.347534179688 1.0000000180025095e-35 5.5000000000000009 2871.6833496093755 12127.694824218752 5.5000000000000009 3267.230346679688 2602.8994140625005 5.5000000000000009 37774.541015625007 39196.445312500007 2.5000000000000004 4.5000000000000009 3.5000000000000004 33967.421875000007 35189.248046875007 36363.248046875007 33967.421875000007 3.5000000000000004 61082.773437500007 58108.183593750007 54303.691406250007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 7 6 -6 -5 9 -1 15 -12 14 -11 -13 -10 18 19 20 24 21 25 -22 -24 -18 -3 27 -20 29 -28 right_child=-2 16 3 4 5 -7 -8 -9 10 13 11 12 -14 -15 -16 -17 17 -19 26 -21 22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.010694290750051847 -6.4169000589109587e-05 0.0056063354157650245 -0.025593444961870781 0.011960808715680988 0.002340889413085911 -0.0044646107588305365 -0.015790114899100562 -0.0029628828044092224 -0.010975763756591452 -0.010938776117706777 0.0064868867924605727 -0.027370061253566592 -0.030284890286403812 0.0048244424139698081 -0.0050050505031136632 0.0014758666607165331 0.0068094638842612423 -0.0008363913939112166 -0.010736488683681407 0.030386130320465242 0.004822317176510652 -0.028107293419580934 -0.024554306555106126 -0.002682432669260344 0.019923525466675373 -0.014329808511599134 0.0046714227914889167 0.0021280578940526505 -9.2201655262078884e-05 0.016301399011861201 leaf_weight=436.22829824313521 302368.74092227407 85.947467559948564 90.870876967906952 196.8822934627533 101.75695605576038 1382.3815256431699 478.85627058893442 237.01366796530783 135.55633016675711 152.00894014537334 246.56462553143501 42.96489305794239 48.612986505031586 249.25454199314117 771.56863953173161 3440.9847902436741 645.6961633041501 1462.8095866441727 878.56570912525058 91.838716223835945 213.30149745196104 123.0708979293704 106.1045198738575 276.64128768444061 176.55783119052649 197.91340016573668 2096.9925902038813 6342.5834784652106 3057.6271189376712 435.58838023245335 leaf_count=2481 1276351 545 1059 1881 474 6278 2183 1577 652 661 1156 194 214 1082 3476 21523 3053 6181 5057 383 940 542 460 1255 848 940 10342 43615 13169 2501 internal_value=-2.65079e-05 0.000443998 -0.00140833 -0.00569502 -0.00494063 -0.00687459 -0.0126125 0.00380881 0.000522287 0.0050208 -0.000281652 -0.00442502 -0.00754209 -0.00114707 -0.00618476 0.00100393 0.00136054 0.00398907 0.000908274 0.0117112 -0.00810803 -0.0142859 -0.00389027 -0.00874574 0.00962537 -0.00829354 0.00161415 0.000562885 0.00297211 0.00667171 internal_weight=326571 24202.7 8011.51 2487.76 2396.89 1962.99 580.613 433.896 5523.74 837.492 4686.25 1109.71 863.147 401.263 814.534 3576.54 16191.2 2376.9 13814.3 914.093 1002.98 406.932 596.047 382.746 822.254 283.861 12811.4 7221.15 5590.21 2532.58 internal_count=1411073 134722 44891 13452 12393 8935 2657 3458 31439 4224 27215 5040 3884 1743 3670 22175 89831 10465 79366 4284 4682 2027 2655 1715 3901 1485 74684 48672 26012 12843 is_linear=0 shrinkage=0.03 Tree=261 num_leaves=31 num_cat=0 split_feature=0 2 0 1 1 1 1 2 0 0 3 0 2 0 2 2 0 1 0 2 2 1 2 0 2 2 1 2 0 2 split_gain=6.42238 12.2285 9.17972 7.44695 18.8114 8.79738 6.59597 6.41747 53.5738 45.0944 67.3536 70.2152 56.6531 24.7195 30.8121 37.61 42.1035 23.1352 21.3146 174.24 81.0195 66.4585 34.4983 81.6286 77.9308 48.334 31.273 30.7262 35.4351 28.9183 threshold=94.500000000000014 3755.7348632812505 98.500000000000014 74.500000000000014 95.500000000000014 22.500000000000004 82.500000000000014 35189.248046875007 81.500000000000014 6.5000000000000009 1.7404999732971194 59.500000000000007 72035.476562500015 80.500000000000014 22743.409179687504 31791.298828125004 83.500000000000014 73.500000000000014 3.5000000000000004 61082.773437500007 61082.773437500007 1.0000000180025095e-35 54303.691406250007 4.5000000000000009 47554.107421875007 47554.107421875007 -1.4999999999999998 42366.021484375007 5.5000000000000009 79162.558593750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 5 6 -3 -5 13 9 18 11 12 -11 17 -15 -16 -17 -1 19 21 22 -9 23 24 26 27 -20 28 -25 -21 right_child=1 3 -4 4 -6 -7 -8 8 -10 10 -12 -13 -14 14 15 16 -18 -19 20 29 -22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-2.0761781613541739e-05 0.0066031762301254392 -0.0039204830816169595 -0.016608215350117389 0.046799889004131963 -0.028520327334466463 -0.021114600204121668 0.010361228302885543 -0.0016051348425165229 0.0044011848703624998 0.0040254333642349505 -0.001282794770704167 0.013973617868325735 -0.0079171739411987938 -0.0012215431213328761 -0.012764075167897706 0.0373194018127702 -0.0039756221257535671 -0.033398240199832792 0.0081933695254393646 0.006371359027886301 -0.00039446672734097158 -0.017026949738033093 0.012443392672307639 0.0013987980111369637 0.0054109415903655219 -0.030968022438885388 -0.013093302327568867 0.014315915514784805 0.011881732123346497 0.0011119639170046529 leaf_weight=275288.31426793057 169.59845599159598 761.14993267133832 16.85880933701992 8.9584283083677345 7.3048066273331633 27.758266426622868 8.9252916313707811 409.75128547102213 2716.9069536626339 1643.1972210928798 22054.353237360716 496.33108872175217 456.8952419757843 7169.8730829209089 427.31887993216515 29.606384634971619 89.080553472042084 18.69126358628273 71.800557807087898 1149.2977325040847 4195.131751075387 651.13194914162159 580.98688646405935 644.94688957929611 622.83259499073029 27.659684784710407 460.4646999835968 633.42094331979752 527.62715159356594 5189.0267335749231 leaf_count=1176517 754 3421 98 39 161 127 63 2785 11735 6719 89792 2143 1908 30217 1760 121 366 76 476 7228 17704 3119 3293 2996 3196 129 2067 3153 2523 36387 internal_value=-2.57062e-05 -0.00242555 0.00450448 -0.00401277 0.012045 -0.00452547 0.0286143 -1.83306e-05 0.000325263 4.71284e-05 -0.000744739 0.00382557 0.0014272 -6.99648e-05 -0.0017447 -0.00861454 0.0063254 -2.30279e-05 0.00133439 0.000182195 0.00243233 -0.0110705 0.00575436 0.00445407 -0.00179258 0.0083891 -0.0102218 0.00899187 0.00611584 0.00206562 internal_weight=326555 1000.55 186.457 814.097 25.1885 788.908 17.8837 325555 42531.8 39814.9 24650.8 2596.42 2100.09 283023 7715.88 546.006 118.687 275307 15164.1 7399.21 7764.87 1060.88 3569.74 2988.75 1155.1 1833.65 532.265 1805.99 1172.57 6338.32 internal_count=1411073 4663 852 3811 263 3548 102 1406410 197353 185618 100562 10770 8627 1209057 32464 2247 487 1176593 85056 49519 35537 5904 17833 14540 5739 8801 2543 8672 5519 43615 is_linear=0 shrinkage=0.03 Tree=262 num_leaves=31 num_cat=0 split_feature=0 2 0 1 1 1 1 2 2 0 0 3 0 2 0 2 2 0 1 0 2 2 1 2 0 2 2 1 2 0 split_gain=6.04645 11.5111 8.67144 7.03845 17.8709 8.31647 6.39779 6.20566 6.0425 50.461 42.4668 63.4075 66.3951 53.3251 23.2604 28.9942 35.3814 39.8026 21.8146 20.0889 164.299 76.5245 63.0888 32.8268 77.1227 73.2312 45.2891 29.3019 29.288 33.5791 threshold=94.500000000000014 3755.7348632812505 98.500000000000014 74.500000000000014 95.500000000000014 22.500000000000004 82.500000000000014 4326.6347656250009 35189.248046875007 81.500000000000014 6.5000000000000009 1.7404999732971194 59.500000000000007 72035.476562500015 80.500000000000014 22743.409179687504 31791.298828125004 83.500000000000014 73.500000000000014 3.5000000000000004 61082.773437500007 61082.773437500007 1.0000000180025095e-35 54303.691406250007 4.5000000000000009 47554.107421875007 47554.107421875007 -1.4999999999999998 42366.021484375007 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 -2 5 6 7 -5 -3 14 10 19 12 13 -12 18 -16 -17 -18 -1 20 22 23 -10 24 25 27 28 -21 29 -26 right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 11 -13 -14 -15 15 16 17 -19 -20 21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-2.0138993142403961e-05 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29.477999791502953 89.095336183905602 18.652455255389214 71.43497958779335 6333.5301477937028 4195.3874753341079 648.28813607245684 577.48977904766798 644.66834937781096 621.4767695069313 27.929357185959816 462.02548459172249 629.70525388419628 525.39239428192377 leaf_count=1176517 754 63 98 39 161 127 63 3358 2785 11735 6719 89792 2143 1908 30217 1760 121 366 76 476 43615 17704 3119 3293 2996 3196 129 2067 3153 2523 internal_value=-2.49291e-05 -0.00235408 0.0043707 -0.00389459 0.0117895 -0.00439098 0.0278427 -0.00380355 -1.77739e-05 0.000315727 4.57961e-05 -0.000722456 0.00371392 0.00138462 -6.78659e-05 -0.00169249 -0.00835703 0.00614211 -2.23372e-05 0.00129592 0.000176851 0.00236252 -0.010764 0.00559749 0.00432991 -0.00173864 0.00816468 -0.00989228 0.00875297 0.00594545 internal_weight=326532 1000.04 186.391 813.648 24.9615 788.687 17.8303 761.016 325532 42509.9 39795.8 24648.3 2594.33 2099.72 283022 7715.23 545.935 118.573 275307 15147.5 7391.95 7755.51 1058.42 3560.12 2982.63 1154.94 1827.7 533.46 1799.77 1170.06 internal_count=1411073 4663 852 3811 263 3548 102 3421 1406410 197353 185618 100562 10770 8627 1209057 32464 2247 487 1176593 85056 49519 35537 5904 17833 14540 5739 8801 2543 8672 5519 is_linear=0 shrinkage=0.03 Tree=263 num_leaves=31 num_cat=0 split_feature=0 2 0 1 1 1 1 2 0 2 2 2 2 2 2 0 0 2 2 0 0 2 1 1 1 0 2 1 2 2 split_gain=5.69325 10.837 8.19114 6.65372 16.9844 7.86233 6.21153 5.91237 5.86424 56.1766 95.3022 30.0935 29.6972 27.6655 27.0681 29.839 21.2468 42.6093 29.7861 18.7922 17.4996 14.1515 13.6467 12.3875 11.8833 11.4719 40.6048 18.3982 11.6569 11.2519 threshold=94.500000000000014 3755.7348632812505 98.500000000000014 74.500000000000014 95.500000000000014 22.500000000000004 82.500000000000014 4326.6347656250009 86.500000000000014 50009.173828125007 10603.448730468752 22743.409179687504 1126.780944824219 971.01849365234386 8226.4770507812518 90.500000000000014 89.500000000000014 58108.183593750007 64691.324218750007 92.500000000000014 93.500000000000014 54303.691406250007 -2.4999999999999996 73.500000000000014 10.500000000000002 92.500000000000014 89440.765625000015 1.5000000000000002 64691.324218750007 5006.9262695312509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 -2 5 6 7 -5 -3 23 10 12 22 13 -10 20 -16 18 21 -11 -17 -14 -18 -12 -1 -24 28 -27 -28 -19 -22 right_child=1 3 -4 4 -6 -7 -8 -9 9 16 11 -13 14 -15 15 19 17 25 -20 -21 29 -23 24 -25 -26 26 27 -29 -30 -31 leaf_value=-3.0564488344667961e-05 0.0062085580153965481 -0.023838878784417795 -0.015867604774564042 0.045118856942051054 -0.028176748688839754 -0.019995341799200522 0.009640821211444963 -0.0033434515937873725 0.0048525000457590988 0.026547771895436782 0.009694167918315684 -0.013375201316514944 -0.00109163379440413 0.020861599188661536 0.035634256869848994 -0.014964322421919484 -0.0071862234647546994 -0.0096593223967217645 0.007438502324779067 0.02259913172942405 0.017032065415974639 -0.043568882237511174 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0.0271027 -0.00369059 -1.72349e-05 0.00104368 -0.00127602 -0.00701066 0.00355145 0.0103405 0.00121115 0.0169951 0.0057587 0.00314714 0.0105623 0.00110905 -2.26367e-05 -0.0275638 -0.00400556 -3.25179e-05 -0.00493758 0.0044117 0.000347799 0.00374091 0.00709051 0.0126754 internal_weight=326510 999.43 186.323 813.107 24.732 788.375 17.77 760.793 325511 4622.57 3098.27 1416.08 1682.19 431.225 1250.97 90.6954 1524.29 987.45 536.842 48.9639 1160.27 39.0513 961.905 320888 900.633 948.399 376.79 336.808 571.609 90.0943 internal_count=1411073 4663 852 3811 263 3548 102 3421 1406410 19825 13135 5840 7295 1878 5417 382 6690 4327 2363 208 5035 164 3957 1386585 3693 4163 1641 1472 2522 398 is_linear=0 shrinkage=0.03 Tree=264 num_leaves=31 num_cat=0 split_feature=2 3 2 2 2 3 2 2 0 0 2 1 2 0 2 3 0 0 2 0 2 2 3 3 1 3 3 1 0 2 split_gain=5.40696 43.8251 48.497 70.3501 148.205 98.9186 107.156 70.4435 76.3422 57.3086 53.7117 52.0798 72.4572 50.6558 50.6261 46.7584 77.6368 38.4489 42.368 37.483 45.1511 34.6155 68.5155 38.6684 34.1185 33.5049 70.0701 37.2024 33.3078 79.0197 threshold=3673.091186523438 1.9854999780654909 37774.541015625007 4706.8647460937509 10603.448730468752 1.532000005245209 7882.7980957031259 3755.7348632812505 51.500000000000007 44.500000000000007 8226.4770507812518 -4.4999999999999991 6409.8125000000009 58.500000000000007 61082.773437500007 1.469500005245209 50.500000000000007 50.500000000000007 17012.167968750004 65.500000000000014 13264.737792968752 3152.5231933593755 1.2994999885559084 1.532000005245209 1.0000000180025095e-35 1.7404999732971194 2.0774999856948857 -1.4999999999999998 57.500000000000007 2871.6833496093755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 7 5 6 9 8 -2 11 24 -5 -13 14 -4 16 -9 -6 19 -19 -21 28 -23 -24 -7 27 -27 -25 -1 -30 right_child=1 -3 13 4 17 10 -8 15 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 25 -26 26 -28 -29 29 -31 leaf_value=0.00018436728131014383 0.00062525640724801789 0.00017719418815188544 0.0036207146591589242 -0.029234125933988848 -0.0014124853137982389 -0.001320505347012233 0.00097370162326466828 -0.0066394378645925865 -0.0037380000679423553 -0.0039107151104564742 -0.014048074438486763 -0.0026900056911361727 -0.016752312020664552 0.0092902910463665209 -0.0058832919668318799 0.0044432802045351587 0.006673773963916386 0.0049936014190838703 -0.00072661875446918261 -0.032431558284159362 0.0078652873181990542 -0.0082127178175881704 0.0055217271714089675 0.0067545395539229634 -0.010790969170949681 0.0078167314250797548 -0.00027262877588234201 -0.0038470782933918632 -0.00064180976955983482 -0.0084430681608236666 leaf_weight=123598.20540370606 10301.805539384484 119097.60943032824 1542.0589699223638 127.63423711061478 9485.0375227630138 757.55430273711681 3398.2901327610016 1010.3516173735261 5555.0817832797766 3730.1585192903876 1328.4729982018471 715.58698944747448 611.63460791110992 797.47221630811691 749.65877640247345 4539.66230045259 646.46822316944599 2722.9296696633101 3162.4381948709488 53.711182236671448 46.854960754513741 569.8095824867487 2687.4374756813049 362.84186679124832 624.68091987073421 1542.6584616973996 2567.9019846990705 1664.3904007077217 21271.592152297497 1236.4788121432066 leaf_count=526905 46731 526391 6273 516 38694 3094 14078 4653 26960 16434 5403 3009 2583 3436 3096 18578 2723 11179 13139 217 190 2363 11032 1664 2557 6403 11055 6706 89949 5062 internal_value=-2.34498e-05 -0.000139866 -0.000867335 -0.00109801 -0.00213176 -0.00474454 -0.00316675 0.000156601 -0.000903306 -0.00588043 -0.00974054 -0.0109306 -0.00917046 0.00277796 0.000511797 0.00286892 -0.00144481 -0.000224391 0.00165821 0.00432932 -0.0136568 0.000104574 0.0018697 0.00252068 -0.00560054 0.00120666 0.00276324 -0.00194956 -8.92861e-06 -0.00107037 internal_weight=326506 171005 51907.5 48818.4 26765 11294 8583.3 22053.4 15856.9 5185.01 2710.71 1454.86 1327.22 3089.19 2291.72 6196.48 1656.82 15471 5985.93 2823.5 100.566 155501 9395.04 8825.23 1382.24 6137.79 4110.56 2027.23 146106 22508.1 internal_count=1411073 749934 223543 210738 111093 47674 36620 99645 73691 22542 11054 6108 5592 12805 9369 25954 7376 63419 24725 11586 407 661139 39223 36860 5651 25828 17458 8370 621916 95011 is_linear=0 shrinkage=0.03 Tree=265 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 0 2 2 0 2 2 1 3 2 0 1 2 2 1 2 0 0 1 0 0 0 2 0 2 split_gain=8.10374 35.3802 28.3323 28.0314 21.4829 45.5489 17.9029 25.9407 13.9098 13.5032 39.2543 11.8964 11.1689 11.0891 16.5932 23.518 15.1468 13.3644 20.7184 12.0286 10.9349 11.1908 10.9872 10.0867 9.97906 9.95752 9.1154 46.1987 32.3204 68.3997 threshold=11.500000000000002 22.500000000000004 4417.2790527343759 18.500000000000004 12411.391601562502 45.500000000000007 56.500000000000007 1338.8272094726565 488.16123962402349 84.500000000000014 43957.078125000007 2770.7851562500005 12.500000000000002 1.469500005245209 1395.3037719726565 48.500000000000007 20.500000000000004 3325.9851074218755 9644.7543945312518 71.500000000000014 308.54922485351568 26.500000000000004 32.500000000000007 43.500000000000007 66.500000000000014 54.500000000000007 50.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 8 4 6 12 20 -8 -2 13 -11 -9 -6 14 15 16 -5 -16 23 -15 22 -22 -3 25 -7 -19 -1 28 -28 -30 right_child=1 3 -4 9 5 24 7 11 -10 10 -12 -13 -14 19 17 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-9.5717305028707105e-05 0.024452285858893742 0.021286758128655204 0.0091625706438940562 0.0038502583192677594 -0.005747171001626819 0.0085103177257661467 0.0027490984740783939 -0.025070519060377223 -0.01045175429148865 -0.01945759002395028 0.004934233592762613 -0.010025579202134659 -0.020613380198554649 0.0026269870884650334 0.0036665042278048675 0.0050930736967151318 -0.022260897060701411 -0.0087801525019696302 0.0037320592375733709 -0.014570948429995624 -0.0070476722462861907 0.0013633037780966309 -0.0081022194199999124 -0.026011670232381202 -0.0046094153862729368 0.018587408837503983 0.0020055494844303189 0.0012119623385599327 -4.3906377572279888e-05 -0.0033013253552728462 leaf_weight=238789.94730422832 11.346599981188772 12.008931085467337 470.07872407138348 24.837746925652027 56.65562878549099 84.958785027265549 139.19854611158371 58.078960329294205 108.87512478232384 114.45409495010972 123.40343957021832 254.915800973773 230.64711645245552 1577.6071433573961 449.43904359638691 64.248557329177856 102.53755781054497 207.1655331030488 191.47017687559128 37.471233457326889 167.07314544916153 962.75806196033955 245.45097421109676 29.039545267820358 135.22681377828121 12.698683083057402 5071.7207385748625 29839.559898067266 40062.412498325109 6784.0571695864201 leaf_count=1037826 53 70 1904 168 255 348 793 255 562 527 681 1136 1055 6799 1820 377 622 1111 795 155 794 4666 1697 120 555 54 21896 123685 167667 32333 internal_value=-2.23386e-05 -0.00112678 0.0058388 -0.00190533 -0.00434918 -0.00981366 -0.00284161 -0.0080255 -0.00715749 4.93158e-05 -0.00680281 -0.0128173 -0.0176818 0.000653736 -0.00169733 -0.00970507 -0.0171693 2.7165e-05 -0.00368709 0.00222798 -0.00115189 0.000119535 -0.0067314 -0.0093943 0.000452844 -0.00719949 -2.10794e-06 0.000271297 -0.000269343 -0.000515629 internal_weight=326419 5871.65 590.3 5281.35 2346.97 507.488 1839.48 452.193 120.222 2934.37 237.858 312.995 287.303 2696.52 1081.44 191.624 127.375 889.813 440.374 1615.08 1387.29 1129.83 257.46 248.904 220.186 219.864 320548 81757.8 51918.2 46846.5 internal_count=1410779 27372 2519 24853 11624 2213 9411 2184 615 13229 1208 1391 1310 12021 5067 1167 790 3900 2080 6954 7227 5460 1767 1285 903 1165 1383407 345581 221896 200000 is_linear=0 shrinkage=0.03 Tree=266 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 0 2 2 0 2 2 3 2 0 1 2 2 1 2 0 0 1 1 0 0 0 2 2 2 split_gain=7.63798 33.4631 28.3755 26.1924 18.898 42.8974 16.3148 24.5358 15.9718 12.5568 37.1736 11.3602 10.0705 15.714 22.3962 14.5374 12.5872 19.5583 11.2493 10.0581 14.3941 10.6931 9.74408 9.50833 9.38918 9.38018 8.86934 8.76489 13.627 24.9531 threshold=11.500000000000002 23.500000000000004 4605.4538574218759 18.500000000000004 12411.391601562502 45.500000000000007 56.500000000000007 1338.8272094726565 488.16123962402349 84.500000000000014 43957.078125000007 2770.7851562500005 1.469500005245209 1395.3037719726565 48.500000000000007 20.500000000000004 3325.9851074218755 9644.7543945312518 71.500000000000014 308.54922485351568 26.500000000000004 32.500000000000007 12.500000000000002 43.500000000000007 66.500000000000014 54.500000000000007 70.500000000000014 75297.019531250015 32790.857421875007 12986.766601562502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 6 22 19 26 -2 12 -11 -9 13 14 15 -5 -15 23 -14 21 -21 -3 -6 25 -7 -18 -8 28 29 -4 right_child=1 3 27 9 5 24 7 11 -10 10 -12 -13 18 16 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.0452951149886382e-06 0.022642929283148837 0.021840304023342097 0.010861157056983491 0.0037257477740735498 -0.0060045511658518213 0.0082550676067592553 -0.0020391411214136755 -0.024499883095914811 -0.010258187719059226 -0.018986761333046984 0.0047871941167322955 -0.0097504807676673383 0.0025006474712325664 0.0035566991417202679 0.0049272707119524216 -0.021860780412816215 -0.0085484210147388842 0.0036198485423089045 -0.014135916320240839 -0.0091031016317156006 0.0013218308053139626 -0.0079008465390966297 -0.020070180809999821 -0.025295918257600643 -0.0044708946427299114 0.017988431237630012 0.014841484738616649 -0.0015120663428780424 0.016849950045839807 -0.010289691550499119 leaf_weight=320540.10014094855 14.865528687834738 11.38739690184593 220.1644177287817 24.896846480667591 55.304533272981644 84.958175331354141 100.57143007218838 57.655217722058296 124.44897735118866 113.78379562869668 123.37836917117238 254.25488840043545 1547.0697197467089 449.41540130972862 64.415618285536766 101.30075693130493 206.40959444642067 191.4831355214119 37.465751245617867 136.0371385961771 963.16967474669218 244.17532982677221 223.30950897932053 28.96649082005024 135.23390467464924 12.727427050471304 38.82775205373764 68.349278435111046 165.99212124943733 65.028337404131889 leaf_count=1383407 70 66 887 168 250 348 599 255 645 527 681 1136 6667 1820 377 622 1111 795 155 658 4666 1697 1032 120 555 54 194 275 680 262 internal_value=-2.16756e-05 -0.00109452 0.00527543 -0.00190064 -0.00428802 -0.00945703 -0.00286044 -0.00780057 -0.00674748 -4.04496e-06 -0.00661889 -0.0124768 0.000584807 -0.00164971 -0.00946609 -0.016813 2.62223e-05 -0.00358319 0.00210728 -0.00121475 3.16478e-05 -0.00657564 -0.0172782 -0.00914241 0.000439248 -0.00700717 0.00266273 0.0084994 0.010016 0.00603844 internal_weight=326405 5865.05 658.849 5206.2 2304.88 498.806 1806.08 451.309 139.315 2901.31 237.162 311.91 2664.15 1079.62 190.613 126.198 889.002 439.587 1584.54 1354.77 1099.21 255.563 278.614 248.104 220.192 219.137 139.399 519.534 451.185 285.193 internal_count=1410779 27372 2819 24553 11456 2185 9271 2184 715 13097 1208 1391 11889 5067 1167 790 3900 2080 6822 7087 5324 1763 1282 1285 903 1165 793 2104 1829 1149 is_linear=0 shrinkage=0.03 Tree=267 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 2 0 0 2 0 2 2 2 0 0 2 2 2 0 2 0 2 1 2 0 1 3 0 2 2 split_gain=7.19943 31.5804 22.8592 20.6597 21.0494 17.8283 41.0813 15.7089 23.2023 11.471 35.2035 10.8509 9.86492 13.3803 10.0227 9.2912 15.047 17.9029 22.4813 14.7487 11.855 9.70504 14.5366 9.69697 8.83441 8.72582 8.62418 14.9418 20.7721 11.4493 threshold=11.500000000000002 24.500000000000004 18.500000000000004 3673.091186523438 464.60191345214849 12411.391601562502 45.500000000000007 56.500000000000007 1338.8272094726565 84.500000000000014 43957.078125000007 2770.7851562500005 308.54922485351568 26.500000000000004 32.500000000000007 75297.019531250015 31791.298828125004 12986.766601562502 15.500000000000002 26764.801757812504 15.500000000000002 7882.7980957031259 15.500000000000002 40758.552734375007 66.500000000000014 12.500000000000002 1.469500005245209 49.500000000000007 1395.3037719726565 10120.596191406252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 5 4 -2 7 25 12 -9 26 -11 -10 14 -14 -3 16 17 20 -19 -20 -5 22 -22 -18 -8 -7 27 28 -4 -30 right_child=1 2 9 15 -6 6 24 8 11 10 -12 -13 13 -15 -16 -17 23 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.9839621140318488e-06 0.025975462357909665 0.020929853814244649 -0.014860360687684699 -0.0063306567803205847 -0.011451708056789611 -0.0061901303003900629 0.0080077345790270059 0.0025797942388737448 -0.023944810897728284 -0.018527492790587529 0.0046445432031133596 -0.0094826453057763344 -0.0099083875393871611 0.001281637257613047 -0.007703608071718931 -0.0031127790224098591 0.024600615011011673 0.022567278635215373 -0.027907136224582529 0.0078353616478154964 -0.0087089772044886601 0.016223113180186245 0.013184453606626994 0.010110457682568071 -0.0043365852445969837 -0.019692478825313584 0.0018897421584849923 0.0024647423354239905 -0.0041014437513476193 0.0072868604310775652 leaf_weight=320540.11592813046 15.542407453060148 11.524125546216963 139.24585531651974 43.314070165157318 104.14678697288036 53.71817535161972 84.954835519194603 139.54070830345154 57.228508085012436 113.11642099544406 123.35311581194401 253.60320796072483 106.83465325832367 963.56827706098557 242.93334418535233 71.425949320197105 66.569607585668564 15.727109864354132 38.622534155845642 14.21420896053314 46.140288695693016 131.89899274706841 66.826106235384941 110.66128012537956 135.23949635028839 217.42044539749622 1552.1573734134436 463.28706023097038 374.42752538621426 100.8515906482935 leaf_count=1383407 75 66 871 185 569 244 348 793 255 527 681 1136 522 4666 1697 288 271 64 155 57 190 533 274 456 555 1014 6684 2030 1744 422 internal_value=-2.10313e-05 -0.00106325 -0.00189112 0.00479734 -0.00659155 -0.00414252 -0.00919998 -0.00274277 -0.00758299 -0.00011088 -0.00643992 -0.0121453 -0.00109738 0.000164785 -0.00640683 0.00704896 0.00840822 0.00485863 -0.00891946 -0.0182916 0.00813672 0.0106958 0.00424224 0.0155531 0.00042607 -0.0170174 0.000458186 -0.0016034 -0.00467035 -0.00168491 internal_weight=326398 5858.09 5133 725.089 119.689 2266.57 491.333 1775.23 450.372 2866.44 236.47 310.832 1324.86 1070.4 254.457 605.4 533.974 356.743 68.5639 52.8367 288.179 244.865 112.966 177.231 220.194 271.139 2629.97 1077.81 614.525 475.279 internal_count=1410779 27372 24255 3117 644 11296 2161 9135 2184 12959 1208 1391 6951 5188 1763 2473 2185 1458 276 212 1182 997 464 727 903 1258 11751 5067 3037 2166 is_linear=0 shrinkage=0.03 Tree=268 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 3 0 0 0 2 2 2 1 2 2 0 0 0 2 2 0 1 0 0 0 1 2 2 0 1 split_gain=7.16247 41.6326 32.3674 71.4567 44.4048 39.2371 33.0432 32.8187 41.4395 30.3472 60.1034 32.4557 31.9284 29.5628 55.7315 42.9997 41.9444 31.165 98.66 50.439 56.9633 44.3747 42.632 41.5849 72.3558 36.6577 29.6709 32.8851 60.7059 28.5652 threshold=50.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 3093.6569824218755 7.7119998931884775 59.500000000000007 63.500000000000007 67.500000000000014 2428.711791992188 2643.0056152343755 3211.014770507813 2.5000000000000004 1209.7733154296877 1395.3037719726565 87.500000000000014 80.500000000000014 56.500000000000007 2928.0368652343755 2817.958129882813 61.500000000000007 9.5000000000000018 64.500000000000014 64.500000000000014 79.500000000000014 1.0000000180025095e-35 1637.6347656250002 2680.677124023438 54.500000000000007 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 4 13 29 -6 -8 -9 -2 -11 -12 -13 15 -15 16 -4 18 26 21 -21 23 -22 -19 -25 -20 -16 -28 -29 -5 right_child=1 -3 3 5 6 -7 7 8 -10 10 11 12 -14 14 17 -17 -18 19 25 20 22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-0.00010306378336247633 -0.00023338882603388591 0.0010922895969296398 0.00042860706515319492 -0.0033172310049812441 0.0069871450957397305 0.010238811154053666 -0.0022341619220952336 0.012589408666478178 -0.00019898919571983368 0.020405286749290704 -0.024483624458638321 0.0042051572065940606 -0.014099928732701035 -0.0092963624162305455 0.013342543574708243 0.010667239189323031 -0.0041056262830599117 0.0029218239509692244 0.024318638296128948 -0.011685574403228477 0.011518293955421484 -0.01711457647491553 -0.006337936951404193 -0.0078254724362900631 0.0041485700478213119 0.0065026510267739987 -0.0022449849012106419 0.011647446792690877 -0.0024504058642372483 -0.012796622700267157 leaf_weight=242499.45081445086 2696.3904045522213 30963.95860176906 23158.712643302977 6399.4342669844627 1291.1158542782068 185.69909776002169 1254.8294054567814 394.13551343977451 541.16839523613453 193.89165410399437 38.014674842357635 2139.9657460004091 89.338408395648003 789.85679019987583 133.61474685370922 349.33262498676777 1994.267364397645 1857.0580554306507 188.38233818113804 966.20815554261208 199.91574373841286 146.48927316814661 302.30665081739426 1217.1747865080833 724.55228008329868 231.88558825850487 4021.0337761193514 479.1609258800745 644.84343974292278 299.48977191001177 leaf_count=1055430 11355 128536 98089 30421 5255 851 5115 1608 2269 802 156 9502 533 3338 558 1525 8606 7577 794 3935 815 635 1258 5028 3087 933 16513 1960 2639 1656 internal_value=-2.04051e-05 0.000218529 -0.000292637 -0.000536403 -6.02851e-05 -0.00336395 0.00318046 0.00093636 0.00519002 0.00196518 0.00437383 0.00300288 0.00347159 -0.0003619 -0.00159643 0.000214282 6.9108e-05 -0.00104914 0.000499313 -0.00267917 -0.00742562 -0.000912539 0.000769953 -0.000287754 -0.00335738 0.0144886 -0.000614461 -0.000976919 0.00355948 -0.00374103 internal_weight=326392 83892.2 52928.3 47770.7 40886 6884.62 3481.25 2190.13 935.304 5157.6 2461.21 2267.32 2229.3 37404.8 11902.5 25502.3 25153 11112.6 5698.92 5413.7 1468.43 3945.27 502.222 3798.79 1941.73 420.268 5278.65 5145.04 1124 6698.92 internal_count=1410779 355349 226813 204465 171537 32928 14247 8992 3877 22348 10993 10191 10035 157290 49070 108220 106695 45732 23397 22335 6008 16327 2073 15692 8115 1727 21670 21112 4599 32077 is_linear=0 shrinkage=0.03 Tree=269 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 3 0 0 0 2 2 2 1 1 2 2 0 0 0 2 2 0 1 0 0 0 1 2 2 0 split_gain=6.73966 39.1765 30.4661 67.3077 41.7861 36.9129 31.1018 30.885 39.0196 28.5905 56.7196 30.5245 30.1929 28.1222 27.8214 52.4936 40.4456 39.4856 29.3314 93.0269 47.4517 53.5805 41.9388 40.1219 39.1326 68.1063 34.8824 27.9088 30.9448 57.1754 threshold=50.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 3093.6569824218755 7.7119998931884775 59.500000000000007 63.500000000000007 67.500000000000014 2428.711791992188 2643.0056152343755 3211.014770507813 2.5000000000000004 1.0000000180025095e-35 1209.7733154296877 1395.3037719726565 87.500000000000014 80.500000000000014 56.500000000000007 2928.0368652343755 2817.958129882813 61.500000000000007 9.5000000000000018 64.500000000000014 64.500000000000014 79.500000000000014 1.0000000180025095e-35 1637.6347656250002 2680.677124023438 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 4 14 -5 -6 13 -9 -2 -11 -12 -13 -8 16 -16 17 -4 19 27 22 -22 24 -23 -20 -26 -21 -17 -29 -30 right_child=1 -3 3 5 6 -7 7 8 -10 10 11 12 -14 -15 15 18 -18 -19 20 26 21 23 -24 -25 25 -27 -28 28 29 -31 leaf_value=-9.9971570792239912e-05 -0.00022638890542565714 0.0010596183839234764 0.00041573097937314319 -0.0036323495552471529 0.0067792107344703915 0.0099191114713218769 0.0037594892361194929 0.012218298800212638 -0.00019302197188838532 0.019838828775659834 -0.023730295493871602 0.0040812774670631411 -0.013787377285843444 -0.0055701593381849556 -0.0090249915170520344 0.012937952705419191 0.010344074367781906 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7577 794 3935 815 635 1258 5028 3087 933 16513 1960 2639 internal_value=-1.9795e-05 0.000212004 -0.000283927 -0.000520421 -5.84784e-05 -0.00326604 0.00308547 0.000908346 0.00503552 0.00190709 0.00424659 0.00291515 0.00337025 -0.002167 -0.000351066 -0.00154885 0.00020785 6.70321e-05 -0.00101781 0.000484468 -0.00259934 -0.00720299 -0.000885452 0.000747044 -0.000279172 -0.00325722 0.0140834 -0.000595997 -0.000947579 0.00345387 internal_weight=326378 83878 52916.9 47761.6 40883.1 6878.46 3480.8 2190 935.088 5155.29 2458.92 2265.47 2227.42 1254.91 37402.3 11900 25502.3 25152.8 11110.8 5698.19 5412.64 1468.4 3944.24 502.092 3798.34 1941.41 419.412 5278.78 5145.12 1123.65 internal_count=1410779 355349 226813 204465 171537 32928 14247 8992 3877 22348 10993 10191 10035 5115 157290 49070 108220 106695 45732 23397 22335 6008 16327 2073 15692 8115 1727 21670 21112 4599 is_linear=0 shrinkage=0.03 Tree=270 num_leaves=31 num_cat=0 split_feature=2 2 2 3 3 2 2 1 0 1 2 1 1 1 3 2 2 3 1 3 3 0 1 3 0 2 3 2 2 0 split_gain=6.85193 11.1099 24.5732 27.2061 23.5985 79.2431 21.8473 38.6514 20.0015 19.4547 27.4967 25.7536 24.2312 18.8461 19.1595 18.2249 37.3391 76.6363 53.6197 25.9859 29.5851 23.4793 23.457 36.1268 21.1249 21.0593 59.1722 44.7224 32.9999 28.754 threshold=112.33882141113283 282.07974243164068 317.43702697753912 2.3904999494552617 1.247500002384186 173.86003112792972 269.37811279296881 1.0000000180025095e-35 80.500000000000014 1.0000000180025095e-35 228.54534149169925 7.5000000000000009 -7.4999999999999991 2.5000000000000004 1.1510000228881838 186.24382019042972 224.80538177490237 1.532000005245209 1.0000000180025095e-35 1.7404999732971194 1.8989999890327456 15.500000000000002 1.0000000180025095e-35 2.9229999780654912 55.500000000000007 210.22515869140628 1.3535000085830691 199.21649169921878 215.8664245605469 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 13 5 -2 9 -8 15 12 11 -11 -7 -3 -15 22 19 18 -18 25 -21 -22 23 -6 -24 26 27 -17 -27 -28 right_child=1 2 -4 -5 8 6 7 -9 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 20 21 -23 24 -25 -26 28 29 -29 -30 -31 leaf_value=0.0013858433730913626 -0.0010850732828806779 0.0018929849475009199 5.3834888075610337e-05 0.0077705815400540218 0.0013163075515294559 0.013371592341920728 0.010338232428589238 -0.019434608038551921 -0.016911860564260882 0.0080029203534480332 -0.003565790790790392 -0.0069672055648083908 0.0010833637142273599 -0.025634335172133444 -0.0026361037165259157 -0.021992113706421255 -0.00032910702640234909 -0.0016520334905078154 0.0088520696124506672 0.014847571926082295 -0.024512438445222124 0.00048283775251026191 0.00055535091246905705 0.013107499305069957 -0.0048653713094143338 -0.011864110952958359 -0.0013992343197915807 0.013881978599344126 -0.0038037238195581411 -0.029083022108259044 leaf_weight=3391.0479379668832 8886.9347189068794 4589.8280735760927 280074.72031281842 659.12391572445631 2770.2200897485018 156.77571697533131 67.318314969539642 94.098249800503254 71.103288188576698 1957.5072116404772 237.52732107043266 109.19542997330427 1833.0838729590178 35.083460189402103 460.84609868377447 212.32946649193764 1078.0712449997663 8194.0351235345006 1220.7591256350279 129.31750492751598 35.281334698200226 818.23663221299648 1689.3932856395841 255.42319776117802 1048.6551506072283 641.16974186897278 3963.3754456937313 36.678208097815514 1592.6261573731899 34.056987389922142 leaf_count=14720 38213 18983 1213541 2884 11297 796 271 500 321 8099 1001 648 7450 239 2279 971 4461 34640 5131 543 168 3527 7508 1086 4712 2758 16982 155 6729 147 internal_value=4.43378e-05 3.02518e-05 9.3674e-05 0.00203591 -0.000457919 0.000551958 0.00381717 -0.00701793 -0.00102428 0.00422447 0.00610096 0.00721197 0.00205152 0.00129269 -0.00426306 -0.000976657 -0.00144779 -0.000294045 0.00454642 -0.00306993 0.00147562 -0.000550376 0.000491097 0.00231171 -0.00152075 -0.00375934 -0.00251895 -0.0167079 -0.00611731 -0.00163509 internal_weight=326344 322953 285820 5744.88 37133.2 13342.4 4455.51 161.417 23790.7 4294.09 2304.23 2066.7 1989.86 5085.76 495.93 23719.6 17955.9 10492.9 2298.83 7463.07 982.835 853.518 5763.69 3025.64 2738.05 6480.24 4246.44 249.008 2233.8 3997.43 internal_count=1410760 1396040 1237926 24385 158114 56978 18765 771 101136 17994 9748 8747 8246 21501 2518 100815 76212 44232 9592 31980 4238 3695 24603 12383 12220 27742 18255 1126 9487 17129 is_linear=0 shrinkage=0.03 Tree=271 num_leaves=31 num_cat=0 split_feature=2 2 2 3 3 2 2 1 0 1 2 1 1 3 3 0 1 2 2 2 3 1 3 3 0 1 3 0 2 3 split_gain=6.44689 10.4561 23.1256 25.623 22.2085 74.5629 20.5923 36.6741 18.9 18.2514 25.8376 24.202 22.9785 17.8285 77.7574 30.6596 28.6313 20.8049 17.1496 35.157 72.0722 50.3528 24.4637 27.8032 22.2166 22.0803 34.1172 19.9134 19.834 55.9145 threshold=112.33882141113283 282.07974243164068 317.43702697753912 2.3904999494552617 1.247500002384186 173.86003112792972 269.37811279296881 1.0000000180025095e-35 80.500000000000014 1.0000000180025095e-35 228.54534149169925 7.5000000000000009 -7.4999999999999991 1.1980000138282778 1.4100000262260439 49.500000000000007 1.0000000180025095e-35 294.42443847656256 186.24382019042972 224.80538177490237 1.532000005245209 1.0000000180025095e-35 1.7404999732971194 1.8989999890327456 15.500000000000002 1.0000000180025095e-35 2.9229999780654912 55.500000000000007 210.22515869140628 1.3535000085830691 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 13 5 -2 9 -8 18 12 11 -11 -7 15 -15 16 17 -3 25 22 21 -21 28 -24 -25 26 -6 -27 29 -20 right_child=1 2 -4 -5 8 6 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.0013442430285055878 -0.0010526533066752026 0.0087534533845444497 5.2219950526074702e-05 0.0075425788840663777 0.0012769869823090062 0.013051132576058354 0.010032362795601333 -0.019028276796487924 -0.016466530297444323 0.0077535159256379334 -0.003461273807301967 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2232.4956767857075 3996.7459131330252 leaf_count=14720 38213 368 1213541 2884 11297 796 271 500 321 8099 1001 648 7450 1121 18380 443 760 429 1126 4461 34640 5131 543 168 3527 7508 1086 4712 9487 17129 internal_value=4.3004e-05 2.93402e-05 9.08637e-05 0.00197524 -0.000444292 0.000535426 0.00370283 -0.00684662 -0.000993797 0.00409716 0.00591336 0.00698906 0.00199122 0.00125406 0.00180004 -0.00452553 -0.00898531 -0.00173419 -0.000947578 -0.00140458 -0.00028523 0.00440676 -0.00297904 0.00143127 -0.000534044 0.000476567 0.0022432 -0.00147589 -0.00364822 -0.00244434 internal_weight=326336 322945 285818 5743.62 37126.9 13341 4455.19 160.528 23785.9 4294.66 2305.95 2068.59 1988.71 5084.93 4646.04 438.895 333.416 198.424 23715 17953.7 10493.5 2300.49 7460.26 982.823 853.363 5761.3 3024.58 2736.72 6477.43 4244.94 internal_count=1410760 1396040 1237926 24385 158114 56978 18765 771 101136 17994 9748 8747 8246 21501 19501 2000 1557 797 100815 76212 44232 9592 31980 4238 3695 24603 12383 12220 27742 18255 is_linear=0 shrinkage=0.03 Tree=272 num_leaves=31 num_cat=0 split_feature=2 2 2 3 3 2 2 1 0 1 3 1 2 1 1 2 3 1 3 2 3 1 2 0 0 0 0 1 1 3 split_gain=6.0658 9.84036 21.763 24.1322 20.8998 70.1603 19.4097 34.797 17.8594 17.4991 17.8908 17.125 24.2804 22.7456 21.9375 16.3214 60.6535 25.6592 25.1116 24.9625 73.4168 47.2903 35.8966 43.2657 37.9067 36.3604 25.5989 23.9904 20.595 18.389 threshold=112.33882141113283 282.07974243164068 317.43702697753912 2.3904999494552617 1.247500002384186 173.86003112792972 269.37811279296881 1.0000000180025095e-35 80.500000000000014 2.5000000000000004 1.1510000228881838 1.0000000180025095e-35 228.54534149169925 7.5000000000000009 -9.4999999999999982 156.82556152343753 1.7404999732971194 1.0000000180025095e-35 2.0774999856948857 224.80538177490237 1.532000005245209 1.0000000180025095e-35 210.22515869140628 38.500000000000007 39.500000000000007 42.500000000000007 62.500000000000007 1.0000000180025095e-35 1.5000000000000002 2.3904999494552617 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 9 5 -2 11 -8 15 -3 -11 14 13 -13 -7 16 17 -6 19 22 21 -21 23 -17 -24 -26 27 -27 -25 -20 right_child=1 2 -4 -5 8 6 7 -9 -10 10 -12 12 -14 -15 -16 18 -18 -19 29 20 -22 -23 24 28 25 26 -28 -29 -30 -31 leaf_value=0.001303892925942518 -0.0010211984174812525 0.0017944398134786264 5.0653421876055416e-05 0.0073212870091578664 0.0050178378934604322 0.014927231694294444 0.0097359174694484629 -0.018629346891877591 -0.016033087717543495 -0.025079664014986781 -0.0025895203567603358 0.0075123867305138693 -0.0033597692633128345 -0.00660703830028961 0.0011682377554842424 0.010457144718132295 -0.00079267412766348411 0.022675809878653135 0.0089900514071243748 -0.00030963165310421436 -0.0018883618959176531 0.0083072827133295023 -0.0019486581092405418 -0.0012603490960926232 -0.01756741887714771 -0.011004696611665985 -0.034505257795525331 -0.00043065420487351012 -0.0054341069381634985 0.00078035152739424545 leaf_weight=3391.1684771105647 8884.7655183002353 4589.2926871925592 280073.67875669245 658.24200966209173 141.72204564511776 110.42844417691231 67.259231448173523 92.390117220580578 70.576003804802895 34.197926096618176 460.49109976738691 1962.0130053162575 237.19893476366997 108.35562886297703 1877.1525899916887 260.78953087329865 1291.3540841341019 155.13840992748737 275.04357187449932 1078.1613328009844 7149.4648939818144 1223.8889675587416 1154.5928095728159 6238.1885600239038 358.51536858081818 345.47411192953587 27.571932971477509 437.84525759518147 1282.82351526618 2290.1608669161797 leaf_count=14720 38213 18983 1213541 2884 588 581 271 500 321 239 2279 8099 1001 648 7665 1108 5512 688 1164 4461 30161 5131 4874 25801 1542 1408 119 1938 6447 9873 internal_value=4.17105e-05 2.84563e-05 8.8137e-05 0.00191638 -0.000431061 0.000519392 0.00359199 -0.00667925 -0.000964195 0.00121658 -0.00414427 0.00397376 0.00573182 0.00677343 0.00193268 -0.000919342 0.00201824 0.0142458 -0.00113024 -0.00149629 -0.000388024 0.00427157 -0.00253281 -0.0015557 -0.00580459 -0.00961168 -0.00609425 -0.00509422 -0.00197225 0.0016606 internal_weight=326328 322937 285816 5742.22 37120.9 13339.6 4454.8 159.649 23781.3 5083.98 494.689 4295.15 2307.57 2070.37 1987.58 23710.7 1588.21 296.86 22122.5 19557.3 9451.52 2302.05 10105.8 7781.8 2324 1169.41 810.891 783.319 7521.01 2565.2 internal_count=1410760 1396040 1237926 24385 158114 56978 18765 771 101136 21501 2518 17994 9748 8747 8246 100815 6788 1276 94027 82990 39753 9592 43237 33356 9881 5007 3465 3346 32248 11037 is_linear=0 shrinkage=0.03 Tree=273 num_leaves=31 num_cat=0 split_feature=2 0 2 2 3 3 2 2 1 0 3 3 0 1 2 2 1 2 1 1 2 2 2 3 1 3 3 0 1 3 split_gain=5.70725 9.73434 9.26103 20.4809 22.7281 19.6674 66.0178 18.2951 33.0146 16.8763 16.5144 73.1023 28.8903 26.9417 19.5801 17.2116 16.0711 22.8188 21.3785 20.8492 16.7841 15.6014 31.2542 63.873 44.4187 21.8199 25.9517 21.008 20.95 32.0459 threshold=112.33882141113283 78.500000000000014 282.07974243164068 317.43702697753912 2.3904999494552617 1.247500002384186 173.86003112792972 269.37811279296881 1.0000000180025095e-35 80.500000000000014 1.1980000138282778 1.4100000262260439 49.500000000000007 1.0000000180025095e-35 294.42443847656256 286.97653198242193 1.0000000180025095e-35 228.54534149169925 7.5000000000000009 -7.4999999999999991 224.80538177490237 186.24382019042972 224.80538177490237 1.532000005245209 1.0000000180025095e-35 1.7404999732971194 1.8989999890327456 15.500000000000002 1.0000000180025095e-35 2.9229999780654912 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 10 6 -2 16 -9 21 12 -12 13 14 -4 -15 19 18 -18 -8 -21 28 25 24 -24 -23 -27 -28 29 -7 right_child=2 -3 3 -5 -6 9 7 8 -10 -11 11 -13 -14 15 -16 -17 17 -19 -20 20 -22 22 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.0014021699642482992 -0.0009906803786720879 -0.017535380499673799 0.0084382906649987672 4.9133913290496708e-05 0.0071064973008413447 0.0012525171964326164 0.012475309523614005 0.0094485560076992582 -0.018237598765107953 -0.015611115192736879 0.016839382037013934 0.00076908746581445841 0.0092779759927192514 -0.034357855358486573 -0.010466873814947545 -0.011519946213079243 0.0072792154233806061 -0.0032611928999835356 -0.0064331580109074438 9.7676515943318489e-06 0.009440514071049148 -0.003445442489580982 -0.00030032983872488485 -0.0015138469974890531 0.0080484848632503703 0.013862094933058148 -0.023341413264219079 0.00042455233309738173 -0.0014356808984477606 0.012386726498328029 leaf_weight=3366.6152419298887 8883.723340690136 24.607314452528954 91.612769424915314 280073.18061706331 657.79964411258698 2769.5850975289941 154.06315515935421 67.226164445281029 91.556205697357655 70.313213840126991 270.50672632455826 4375.4918894171715 105.52134115993977 44.680721916258335 106.76755614578724 88.57823771238327 1964.0831212997437 237.0401631295681 107.95203191787004 1643.0587158203125 189.42403946816921 6472.5080352127552 1078.2042820304632 8190.9503732398152 1225.3232941627502 129.5669564306736 34.902518764138222 818.28649444878101 2735.1741566807032 253.98042647540569 leaf_count=14585 38213 135 368 1213541 2884 11297 796 271 500 321 1121 18380 443 264 429 496 8099 1001 648 6685 765 27742 4461 34640 5131 543 168 3527 12220 1086 internal_value=4.04548e-05 0.00126476 2.75979e-05 8.54928e-05 0.00185926 -0.000418214 0.000503839 0.00348446 -0.00651568 -0.000935417 0.00118023 0.00170476 -0.00439425 -0.00874449 -0.0017364 -0.0191773 0.0038541 0.00555611 0.00656481 0.00187577 0.000984625 -0.000891893 -0.00132779 -0.000272683 0.00414068 -0.00281303 0.00135212 -0.000547673 0.000466786 0.00218779 internal_weight=326322 3391.22 322931 285814 5740.96 37116.9 13338.1 4454.4 158.782 23778.8 5083.16 4646 437.161 331.639 198.38 133.259 4295.62 2309.08 2072.04 1986.55 1832.48 23708.5 17949.7 10494.5 2303.53 7455.26 982.756 853.189 5758.74 3023.57 internal_count=1410760 14720 1396040 1237926 24385 158114 56978 18765 771 101136 21501 19501 2000 1557 797 760 17994 9748 8747 8246 7450 100815 76212 44232 9592 31980 4238 3695 24603 12383 is_linear=0 shrinkage=0.03 Tree=274 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 3 3 2 2 1 1 3 0 3 3 3 0 1 2 2 1 0 0 2 3 1 0 2 0 2 split_gain=5.37004 9.20704 8.83827 8.71531 19.2739 21.4057 18.508 62.1212 17.2449 31.3222 16.2914 16.7181 15.9472 15.4261 57.2185 29.211 25.0213 17.9254 21.3202 16.9073 16.2528 16.5185 15.9316 15.3772 16.3006 21.4666 21.7373 23.6362 21.0155 18.0278 threshold=112.33882141113283 78.500000000000014 77.500000000000014 282.07974243164068 317.43702697753912 2.3904999494552617 1.247500002384186 173.86003112792972 269.37811279296881 1.0000000180025095e-35 2.5000000000000004 1.1510000228881838 80.500000000000014 1.469500005245209 1.1980000138282778 1.532000005245209 50.500000000000007 1.0000000180025095e-35 286.97653198242193 294.42443847656256 -2.4999999999999996 38.500000000000007 31.500000000000004 134.73744964599612 2.7749999761581425 1.0000000180025095e-35 22.500000000000004 173.86003112792972 28.500000000000004 276.59585571289068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 6 5 10 7 -2 -9 -10 13 -12 23 14 16 -15 17 19 -19 -5 21 22 -17 -8 28 26 -26 -28 29 -25 right_child=3 -3 -4 4 -6 -7 12 8 9 -11 11 -13 -14 15 -16 20 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.0012510239606328103 -0.00096107158256593253 -0.017111323015254656 0.023023846658395151 0.0081304440879945792 4.7660031295498292e-05 0.0068980105360777659 0.0031251421391171011 0.0037381487073079797 0.0091699560742470008 -0.017852831625633152 -0.024545421238081046 -0.0025478689917712996 -0.015200220387975603 -0.022626674855077158 0.014573516740226314 0.002478225470846555 0.012123057599454732 -0.035033647023393025 -0.0060213026355260954 -0.009230403740392721 0.0019343579710905782 0.0081093637817574969 -0.011312817778500068 -0.0073116722548137274 0.00062547724960627352 -0.0015498194019876016 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-0.00090753 0.001702 0.00569916 0.000945051 -0.00224347 -0.00630916 -0.0169004 -0.00124015 0.00123414 -0.00424702 -0.00703383 -0.000865292 -0.0010116 0.00155418 0.00461943 0.00941386 -0.00126165 -0.00873486 internal_weight=326314 3391.12 3366.66 322923 285812 5739.48 37111.2 13336.6 4453.91 157.927 5082.12 493.53 23774.6 4588.59 730.597 3858 385.537 300.497 97.2669 203.23 3811.25 431.731 352.28 23704.5 22866.1 2030.57 1021.66 464.304 20835.6 333.247 internal_count=1410760 14720 14585 1396040 1237926 24385 158114 56978 18765 771 21501 2518 101136 18983 3068 15915 1656 1306 489 817 15721 1851 1505 100815 97244 8784 4339 1921 88460 1421 is_linear=0 shrinkage=0.03 Tree=275 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 1 0 2 2 2 0 2 3 2 1 2 2 2 2 0 0 2 1 1 1 2 3 3 3 2 split_gain=6.24023 21.5033 28.5756 13.4655 12.3117 17.9082 14.3499 31.6797 18.577 16.8415 13.053 12.3868 12.3248 9.62794 11.2983 9.13455 18.5737 17.8241 13.6498 17.7718 9.03615 8.56355 8.03662 17.0648 9.20073 13.6977 10.2151 9.71386 21.0675 8.6576 threshold=10.500000000000002 23.500000000000004 4805.4782714843759 18.500000000000004 2343.383422851563 44.500000000000007 73.500000000000014 29455.711914062504 89440.765625000015 5216.6582031250009 88.500000000000014 971.01849365234386 1.247500002384186 3991.455688476563 15.500000000000002 72035.476562500015 32790.857421875007 16543.466796875004 40758.552734375007 15.500000000000002 48.500000000000007 1338.8272094726565 56.500000000000007 58.500000000000007 22.500000000000004 7510.0949707031259 1.1510000228881838 2.5095000267028813 1.7404999732971194 2871.6833496093755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 -3 5 11 8 9 22 -8 -11 12 20 14 -2 16 17 -4 -18 -20 -5 -13 24 -24 25 26 -6 28 -27 -28 right_child=1 3 15 4 6 -7 7 -9 -10 10 -12 21 -14 -15 -16 -17 18 -19 19 -21 -22 -23 23 -25 -26 27 29 -29 -30 -31 leaf_value=4.7248237968874958e-05 -5.8219253958887183e-05 -0.0029652116913577117 0.0069217817119587308 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51.298362255096436 33.618695504963398 152.87672753632069 23.667673170566559 80.430525809526443 1319.8629280179739 51.697891175746918 17.406547695398331 38.377477362751961 70.885012298822403 217.23659596592188 leaf_count=1381027 561 14365 1215 356 326 268 157 988 54 659 195 240 1254 53 232 342 260 188 261 209 219 644 96 328 5550 238 73 155 313 947 internal_value=2.84854e-05 -0.000888249 0.00380262 -0.00151824 -6.75379e-05 -0.0040418 0.000899548 -0.00405736 0.0020232 -0.0114768 -0.00827579 -0.0059471 -0.00211363 -0.00727644 -0.00516013 0.00679643 0.00827225 0.00424448 0.0161708 0.00994741 -0.0120491 -0.0117562 0.00226851 -0.00583269 0.00274406 -0.000942407 0.00292505 -0.00797132 -0.012095 0.00570967 internal_weight=326513 6548.72 775.374 5773.35 2882.95 564.23 2318.72 428.486 1890.23 234.492 202.406 500.611 301.59 164.95 151.992 610.424 525.447 347.993 177.455 113.792 81.8663 199.021 1877.46 104.098 1773.36 453.498 292.538 160.96 122.583 234.643 internal_count=1411773 30746 3321 27425 13060 2981 10079 1999 8080 1011 854 2713 1829 846 793 2475 2133 1403 730 470 575 884 8026 424 7602 2052 1346 706 551 1020 is_linear=0 shrinkage=0.03 Tree=276 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 1 0 2 2 2 0 2 3 2 1 0 2 2 2 2 0 2 2 0 1 0 2 2 0 2 split_gain=5.87846 20.2582 26.9304 12.6808 11.6058 16.8659 13.5195 29.9064 17.5502 16.1541 12.4723 11.7148 11.6957 9.11084 10.7559 8.68772 8.60954 17.5731 16.7715 12.9304 16.8175 8.25258 7.84285 40.2152 14.8151 11.5524 13.0646 14.0014 12.1905 11.5988 threshold=10.500000000000002 23.500000000000004 4805.4782714843759 18.500000000000004 2343.383422851563 44.500000000000007 73.500000000000014 29455.711914062504 89440.765625000015 5216.6582031250009 88.500000000000014 971.01849365234386 1.247500002384186 3991.455688476563 15.500000000000002 48.500000000000007 72035.476562500015 32790.857421875007 16543.466796875004 40758.552734375007 15.500000000000002 1338.8272094726565 6261.4145507812509 45.500000000000007 12.500000000000002 56.500000000000007 1395.3037719726565 3910.889038085938 71.500000000000014 2292.840698242188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 22 5 11 8 9 -6 -8 -11 12 15 14 -2 -5 17 18 -4 -19 -21 -13 25 24 -24 29 -27 -28 -29 -3 right_child=1 3 16 4 6 -7 7 -9 -10 10 -12 21 -14 -15 -16 -17 -18 19 -20 20 -22 -23 23 -25 -26 26 27 28 -30 -31 leaf_value=4.5830825980503178e-05 -5.6474162086559081e-05 -0.0030875827194259704 0.0067176913278935869 -0.020026019646232331 0.002200769951327934 0.010609664232035656 -0.031070736458249253 0.0047649851691465945 -0.033161707911698188 -0.0043424733918019532 -0.023055066313002016 -0.022635006541871353 0.001539271220137819 -0.031282465032847526 -0.017886086621939471 -0.00010574222240387992 -0.0022596926503774453 0.026582696081851712 -0.012577379455614508 0.020155567032952106 -0.0030430008067559647 -0.0080976803353140798 -0.0037897432887774095 0.0019258399509827001 -0.014597837099005914 0.00073011764046785081 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-0.00707783 -0.00501857 -0.0117819 0.00659983 0.00803412 0.00411877 0.015731 0.00967072 -0.011444 -0.00287911 -0.00520062 -0.0108373 -0.00182615 -0.00575439 -0.00935835 0.00278781 -0.000493799 internal_weight=326507 6542.51 774.29 5768.22 2880.65 563.162 2317.48 427.659 1889.83 233.717 201.989 499.468 301.133 164.51 151.611 81.2277 609.78 524.816 347.861 176.955 113.545 198.335 2887.58 901.03 503.104 1986.55 503.133 323.396 67.5691 1483.41 internal_count=1411773 30746 3321 27425 13060 2981 10079 1999 8080 1011 854 2713 1829 846 793 575 2475 2133 1403 730 470 884 14365 4018 2345 10347 2490 1474 278 7857 is_linear=0 shrinkage=0.03 Tree=277 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 1 2 2 2 2 2 1 2 0 1 1 2 0 0 2 1 0 0 0 0 2 0 2 split_gain=5.63972 59.9578 44.5392 33.5667 47.5108 28.8225 22.4342 21.1136 19.8667 18.1432 13.9382 12.5405 17.253 10.3324 8.59777 11.5304 20.1639 18.0636 7.56411 50.7621 32.9479 73.0961 35.0128 30.5677 24.4046 18.393 17.5182 18.8693 49.975 26.1886 threshold=1.5000000000000002 16543.466796875004 19525.543945312504 28492.581054687504 29455.711914062504 11087.062988281252 99995.847656250015 1.0000000180025095e-35 13836.183105468752 15804.419433593752 75297.019531250015 23484.753906250004 22009.412109375004 1.0000000180025095e-35 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 -1.4999999999999998 89440.765625000015 60.500000000000007 4.5000000000000009 99995.847656250015 1.0000000180025095e-35 64.500000000000014 2.5000000000000004 70.500000000000014 80.500000000000014 31791.298828125004 91.500000000000014 35189.248046875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 13 11 -5 14 10 -8 -7 -10 -6 12 -4 -3 15 -1 17 -17 26 20 21 22 -20 -21 -23 -25 -2 -28 -29 -30 right_child=18 2 3 4 6 8 7 -9 9 -11 -12 -13 -14 -15 -16 16 -18 -19 19 23 -22 24 -24 25 -26 -27 27 28 29 -31 leaf_value=0.030075325981296867 9.8275335360050172e-05 0.028318388676428181 -0.013107857460367512 0.088007008307454754 0.0037848618229798158 -0.023379053507233724 0.017774785794742714 -0.00058158770966232581 0.012004432042075582 -0.022418452656627834 -0.016808481827270114 -0.024930028422867172 0.052263602550838152 0.070032599873460527 0.025983076382765025 0.0094403406042812225 0.017055024056846103 -0.046519819862625773 0.004874365906797253 0.019129475713939116 -0.0020966347483146039 0.0040235872048678782 -0.011857981796027718 -0.013236860900437727 -8.9701401697052453e-05 0.0030720058424149035 -0.0018097992607295874 0.0042839087308661457 0.011989398541606092 -0.012496988074640052 leaf_weight=9.7582877185195667 296333.16250321642 10.08231109380722 12.847280941903593 6.74756234884262 133.46029941830784 117.23504259809852 212.9051226968877 76.713192462921143 34.290385799482465 23.039227329194546 38.002564407885075 39.09295678883791 5.0664633028209201 11.371705323457718 16.131892973557115 8.3115322422236204 18.286512047052383 13.829511515796185 141.22430884465575 105.6716752499342 11249.645460754633 2507.5386215932667 554.38663786649704 63.841351106762886 2691.7082062959671 2476.4386624377221 7945.714849229902 1325.4895242154598 45.949761658906937 272.05322693288326 leaf_count=3907 1262498 276 165 43 1707 1494 11480 400 527 249 445 451 93 87 343 258 75 292 777 480 45931 13512 2349 275 11990 11030 33666 5594 198 1181 internal_value=2.67961e-05 0.00256304 0.00806099 0.00632908 0.00897748 -0.00990557 0.00782095 0.0129126 -0.0163018 -0.0018292 -0.000779391 -0.0154052 0.00538086 0.050429 0.00693079 0.00080656 -0.00625825 -0.0255129 2.06666e-05 -0.000547742 -0.00114463 0.000672166 -0.00846095 0.0033198 0.00189409 0.00266214 5.74376e-05 -0.00120456 0.00172154 -0.00895883 internal_weight=326500 787.172 546.289 524.835 467.829 240.882 461.081 289.618 174.565 57.3296 171.463 57.0067 17.9137 21.454 66.3177 50.1858 40.4276 22.141 325713 19790.5 17144.5 5894.86 695.611 2645.95 5199.25 2540.28 305922 9589.21 1643.49 318.003 internal_count=1411773 22292 15147 14784 14075 7145 14032 11880 2270 776 2152 709 258 363 4875 4532 625 550 1389481 86344 74559 28628 3126 11785 25502 11305 1303137 40639 6973 1379 is_linear=0 shrinkage=0.03 Tree=278 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 1 0 2 2 2 0 2 3 2 1 0 2 2 2 2 0 2 1 1 1 1 2 3 3 3 split_gain=5.55653 19.1219 25.4044 11.9398 10.9208 15.8819 12.7755 27.9349 16.5387 15.5304 11.9827 11.0847 11.1061 8.62629 10.2379 8.35024 8.04405 16.6306 15.782 12.2557 15.9165 7.94723 7.86498 7.56092 16.0144 8.65763 12.9075 9.61452 9.16848 19.9841 threshold=10.500000000000002 23.500000000000004 4805.4782714843759 18.500000000000004 2343.383422851563 44.500000000000007 73.500000000000014 29455.711914062504 89440.765625000015 5216.6582031250009 90.500000000000014 971.01849365234386 1.247500002384186 3991.455688476563 15.500000000000002 48.500000000000007 72035.476562500015 32790.857421875007 16543.466796875004 40758.552734375007 15.500000000000002 1338.8272094726565 20.500000000000004 56.500000000000007 58.500000000000007 22.500000000000004 7510.0949707031259 1.1510000228881838 2.5095000267028813 1.7404999732971194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 -3 5 11 8 9 23 -8 -11 12 15 14 -2 22 17 18 -4 -19 -21 -13 -5 25 -25 26 27 -6 29 -28 right_child=1 3 16 4 6 -7 7 -9 -10 10 -12 21 -14 -15 -16 -17 -18 19 -20 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=4.3684191495479356e-05 -5.7726842120360881e-05 -0.00279861150748674 0.0065167691844338627 0.0061792882535248311 -0.0082002556609218086 0.010279069044332335 -0.030484601700383376 0.0045690650678831476 -0.032285922080525879 -0.0050436575195824769 -0.027264566420475877 -0.022194023639134343 0.0014945241965469431 -0.030500389988919217 -0.017507948452873835 -0.00010551861033675012 -0.0021516220088185797 0.02589325325686611 -0.012197515837543502 0.019635187783168036 -0.00295359708970262 -0.0078670677262635078 -0.025511532809881679 -0.027387921017167381 0.0006648730136147201 0.003821485663302324 0.0023217546851470156 0.0054629058304453181 0.0049722286168751304 -0.022224279298859683 leaf_weight=319946.6358647428 109.41877964138985 2883.9700440019369 300.84425246715546 8.6347672939300519 57.746116168797016 63.76111826300621 31.36708178371191 193.78532898984849 12.650301486253737 176.60165174305439 24.923329271376133 45.167101882398129 220.07634444534779 12.834696590900419 41.825249403715134 33.616339698433876 84.941779375076294 63.142612993717194 46.875403121113777 61.95492984354496 51.336138382554054 152.48851458728313 38.35681813955307 23.717484995722771 80.400685340166092 1319.8410635888577 51.770756781101227 234.91286451369524 38.399726688861847 70.505389094352722 leaf_count=1381027 561 14365 1215 68 326 268 157 988 54 726 128 240 1254 53 232 219 342 260 188 261 209 644 288 96 328 5550 238 1020 155 313 internal_value=2.59951e-05 -0.00083993 0.00359012 -0.0014343 -6.75117e-05 -0.0038187 0.00084267 -0.00384608 0.00190121 -0.0108482 -0.0077918 -0.00562247 -0.00199486 -0.00688727 -0.00488344 -0.0115216 0.00641254 0.0078004 0.00399393 0.0153023 0.00939942 -0.011141 -0.0196883 0.00213158 -0.00572538 0.00259293 -0.000983878 0.00276695 -0.00781574 -0.0118317 internal_weight=326483 6535.87 773.174 5762.69 2878.72 562.101 2316.62 426.677 1889.94 232.892 201.525 498.34 300.684 164.079 151.244 80.6079 609.095 524.153 347.72 176.434 113.291 197.656 46.9916 1877.29 104.118 1773.18 453.335 292.659 160.676 122.276 internal_count=1411773 30746 3321 27425 13060 2981 10079 1999 8080 1011 854 2713 1829 846 793 575 2475 2133 1403 730 470 884 356 8026 424 7602 2052 1346 706 551 is_linear=0 shrinkage=0.03 Tree=279 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 2 2 2 1 2 2 2 2 2 2 0 1 1 1 2 0 0 2 1 0 0 0 1 0 split_gain=5.47229 7.17136 5.33799 56.8072 40.9925 31.8962 43.0374 27.4157 21.5198 20.4493 18.9813 17.2438 13.1455 11.9843 16.636 8.31726 11.1094 18.6195 16.0507 7.97873 6.89475 49.6029 30.9673 68.9364 33.0406 28.6755 23.0185 17.4727 16.475 15.8477 threshold=98.500000000000014 1.0000000180025095e-35 1.5000000000000002 16543.466796875004 19525.543945312504 28492.581054687504 29455.711914062504 11087.062988281252 99995.847656250015 1.0000000180025095e-35 13836.183105468752 15804.419433593752 75297.019531250015 23484.753906250004 22009.412109375004 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 89440.765625000015 60.500000000000007 4.5000000000000009 99995.847656250015 1.0000000180025095e-35 64.500000000000014 2.5000000000000004 70.500000000000014 18.500000000000004 80.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 7 19 13 -7 15 12 -10 -9 -12 -8 14 -6 16 -1 18 -18 -5 29 22 23 24 -22 -23 -25 -27 -24 -4 right_child=1 -3 20 4 5 6 8 10 9 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 21 25 28 26 -26 27 -28 -29 -30 -31 leaf_value=0.030073090190380729 0.010186055895020672 -0.019865672775453709 9.4443787839059673e-05 0.028203824957016919 -0.012777512275772103 0.082890089163004638 0.003670294033488107 -0.02292229226891759 0.017542714102020806 -0.00056560094791348748 0.011626779293723504 -0.022068557242715808 -0.016349956516954384 -0.024526006246322049 0.052068961569560805 0.025723583131290764 0.0092381850858421332 0.016498152056308391 -0.043252504777302261 0.064714818285903433 0.0047386523634386822 0.018675546565656852 -0.001994272796918526 0.0039081618965861077 -0.011536175456308915 -0.012794344045354468 -8.8320036626816036e-05 0.0030775731307395291 -0.03531597563374541 -0.0011462859795377566 leaf_weight=9.4701674457173777 9.8280195742845518 26.195218088105321 296326.98687190935 9.8230253830552101 12.786301720887424 6.9458855614066115 133.44997002184391 116.00949260406196 209.28933742875233 76.693278551101685 34.337462339550257 22.708783261477947 37.900897361338139 38.555137638002634 4.9347202107310286 15.809873336926101 8.2385542504489422 18.334429711103439 14.418949823826551 11.927731767296791 140.87718088924885 104.99695646762848 11235.109332635999 2503.3732717484236 552.84254562854767 64.047531738877296 2691.7360396981239 2460.8501004874706 13.369977638125418 9564.2398767247796 leaf_count=3907 40 329 1262498 276 165 43 1707 1494 11480 400 527 249 445 451 93 343 258 75 292 87 777 480 45874 13512 2349 275 11990 10814 57 40486 internal_value=2.52128e-05 -0.0116668 2.65031e-05 0.00250272 0.00787545 0.00618946 0.00877487 -0.00967167 0.00764923 0.0126865 -0.0159551 -0.00178655 -0.000757962 -0.0151402 0.00528009 0.0067362 0.000787423 -0.0059783 -0.0241662 0.0482258 2.05597e-05 -0.000522453 -0.00111116 0.000651358 -0.00823116 0.00331377 0.00183747 0.00267496 -0.00203388 5.56501e-05 internal_weight=326476 36.0232 326440 781.634 542.306 520.556 464.279 239.328 457.333 285.983 173.056 57.0462 171.351 56.2762 17.721 66.272 50.4621 40.9919 22.6575 21.7508 325658 19767.2 17137.3 5888.83 693.72 2629.89 5195.11 2524.9 11248.5 305891 internal_count=1411773 369 1411404 22292 15147 14784 14075 7145 14032 11880 2270 776 2152 709 258 4875 4532 625 550 363 1389112 86128 74559 28628 3126 11569 25502 11089 45931 1302984 is_linear=0 shrinkage=0.03 Tree=280 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 2 0 0 0 0 2 0 0 0 2 1 1 3 0 0 3 3 0 2 2 1 2 2 0 2 split_gain=7.58535 34.326 60.8052 47.6416 40.7836 109.655 61.3687 57.7516 57.7248 51.9838 65.3826 46.5138 42.6713 38.8194 38.246 33.1112 32.427 31.9257 29.6286 32.6995 25.8843 31.3432 25.0423 51.1653 34.5097 33.9674 30.4676 32.3166 31.1794 30.3951 threshold=3673.091186523438 2928.0368652343755 1.1054999828338625 3.4465000629425053 57.500000000000007 3267.230346679688 60.500000000000007 62.500000000000007 63.500000000000007 52.500000000000007 3267.230346679688 65.500000000000014 55.500000000000007 72.500000000000014 2983.330444335938 2.5000000000000004 2.5000000000000004 5.0659999847412118 44.500000000000007 37.500000000000007 40.666500091552741 12.393000125885012 10.500000000000002 2047.524841308594 1591.3311157226565 1.5000000000000002 789.36499023437511 667.89181518554699 8.5000000000000018 1164.8808593750002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 -3 4 9 7 -7 -6 -8 15 -11 -9 -12 -13 -5 -4 17 -16 19 -17 21 22 23 24 26 -25 27 28 -1 -28 right_child=-2 2 3 14 5 6 8 11 -10 10 12 13 -14 -15 16 18 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 29 -29 -30 -31 leaf_value=-0.012900794744053293 -0.00011959481379872279 -0.010747208656187389 0.0020704459479919455 0.013929383476633537 -0.0099582326569190548 0.011294548996680863 -0.0056573267000419479 0.012664935983535673 0.0081852183643035745 0.012894389176088499 0.0052123219037959485 -0.016616847845881855 -0.027480930577112365 0.011831296341766323 -0.0077955616398063116 0.0026555696276935989 -0.01615608327655851 0.00044935102531488502 -0.015101277529457703 0.014054133189497499 -0.019066502183028741 0.0032130364518930554 4.3358414972777529e-05 -0.0076931752977559146 0.0039530229583135245 -0.02798305948896428 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-0.00861132 -0.00738252 -0.00199097 0.00290888 -0.00291194 -0.00191901 0.00803497 0.00921747 2.94115e-05 3.8036e-05 -2.48034e-05 -0.00240974 -0.00113122 -0.0117592 -0.00293381 0.00424171 0.000999683 -0.00446124 internal_weight=326525 155508 14057.3 13706.4 11358.7 3341.1 1870.64 1470.46 1109.04 8017.62 1083.99 418.048 147.229 196.912 2347.65 6933.63 2219.26 2064.49 974.668 927.275 141451 141387 138643 3852.34 3388.91 463.431 2501.88 439.098 378.963 2062.78 internal_count=1411829 661375 58632 57156 46950 13630 7633 5997 4532 33320 4436 1713 602 811 10206 28884 9659 8964 3947 3751 602743 602375 589241 17282 15246 2036 11267 2011 1740 9256 is_linear=0 shrinkage=0.03 Tree=281 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 2 2 3 3 2 3 2 2 2 3 2 2 2 3 3 3 2 2 2 3 3 1 1 3 split_gain=7.18219 57.5241 168.757 156.573 110.384 127.877 56.0536 54.8981 115.243 70.484 60.8439 48.7272 126.659 88.1077 91.1952 57.4589 56.9198 62.2685 40.5151 180.352 93.2172 44.4606 60.7165 43.9801 38.984 60.8443 38.5222 55.3656 37.6486 37.0748 threshold=6261.4145507812509 2.6375000476837163 11087.062988281252 1.532000005245209 7882.7980957031259 1.1510000228881838 8430.8989257812518 11873.722656250002 4.7190001010894784 5.0659999847412118 21398.625000000004 7.0125000476837167 17012.167968750004 16543.466796875004 14427.237304687502 5.9049999713897714 35189.248046875007 68532.378906250015 8430.8989257812518 3.653500080108643 3.4465000629425053 2.9229999780654912 7019.5273437500009 7700.5261230468759 10603.448730468752 5.4584999084472665 3.2575000524520878 -2.4999999999999996 4.5000000000000009 1.6674999594688418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 28 8 18 10 -9 13 -13 14 15 -11 -15 -18 19 21 -20 -3 26 -21 -10 -26 -23 -28 29 -5 right_child=1 7 -4 6 -6 -7 -8 9 24 11 -12 12 -14 16 -16 -17 17 -19 20 23 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.00012491618701810167 0.0021950029935751923 0.010902702656037691 8.9032874290219551e-05 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1591.1898066774011 4102.9690431952477 998.31300123035908 2637.8946282938123 1304.5969560667872 1218.1010074168444 1502.3655715677887 79.470750451087952 561.47208394110203 125.98022951185703 832.21085733175278 leaf_count=888544 3833 4371 107310 1939 16400 6157 8679 10518 24462 6551 52764 19022 163364 2741 6028 7413 7574 10781 1542 6541 16876 4095 10819 5361 5036 6526 362 2268 560 3392 internal_value=1.77385e-05 -0.000166969 -0.00116903 -0.0045175 -0.00166654 -0.00686966 -0.00953725 0.000263947 0.00158755 -0.00018128 -0.00193066 0.000396707 -0.00010035 0.00226764 0.00520472 0.00249153 -0.000459848 0.000763615 0.00338885 0.00214017 0.00568611 0.00540965 0.00404535 -0.00388833 -0.00114091 0.00181139 -0.000488868 -0.00622841 -0.00495834 -0.00345289 internal_weight=326521 119896 36054.1 9846.57 6279.9 2316.17 3566.66 83841.6 21103.5 62738.1 15580.6 47157.5 37258.8 9898.69 4766.2 3338.89 5132.48 4463.14 12711.5 8235.24 4476.27 5339.45 4277.15 2895.79 8391.96 2720.47 1639.26 640.943 1436.83 1310.85 internal_count=1411829 523285 148270 40960 26390 9990 14570 375015 88259 286756 63282 223474 182386 41088 19992 13964 21096 18355 52235 33817 18418 21915 17544 11902 36024 11562 6725 2630 5891 5331 is_linear=0 shrinkage=0.03 Tree=282 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 0 2 2 2 0 0 0 0 2 2 0 2 2 1 1 2 2 0 1 0 2 2 2 2 2 split_gain=7.09614 7.01594 15.6126 25.83 13.8476 29.5675 33.8092 22.8474 20.8141 51.1381 19.946 32.8489 30.2501 31.8943 22.2887 25.4771 22.8444 26.2115 19.8986 31.2159 30.9255 22.5004 26.2115 21.2492 18.644 17.7182 20.7014 16.4949 16.1601 26.6137 threshold=94.500000000000014 -1.4999999999999998 74.500000000000014 56.500000000000007 767.85998535156261 28.500000000000004 325.14366149902349 3673.091186523438 2428.711791992188 28.500000000000004 53.500000000000007 41.500000000000007 48.500000000000007 19525.543945312504 11087.062988281252 44.500000000000007 6559.7421875000009 9416.2739257812518 -2.4999999999999996 -7.4999999999999991 94494.871093750015 5454.4433593750009 15.500000000000002 -31.499999999999996 50.500000000000007 937.66867065429699 1248.5628051757815 99995.847656250015 3673.103149414063 5342.6640625000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -7 8 24 -10 11 18 13 14 15 28 -17 -18 19 21 -21 -9 -23 -24 -6 -26 -27 -25 -13 -30 right_child=-2 -3 -4 -5 7 6 -8 10 9 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 -22 22 23 27 25 26 -28 -29 29 -31 leaf_value=0.0016876501717204232 -0.0025202826550380104 -3.898788589024669e-05 0.0027428627383653515 -0.0017288731044815115 0.0015366856860811915 -0.00040006345841866206 -0.0048874601417599594 0.0035621223811634719 -0.0040117360903774374 0.0052985247966568652 0.005844305896733887 0.0041139828944384048 0.0012250096404153865 0.0049367757718143208 -0.012404673979890372 -0.0093381757051820592 0.0089004331880690561 -0.013543094860888899 -0.00052815059558876333 0.002985619446047002 -0.0028527564432739168 0.0015381727170613851 0.010724348592530542 -0.0055402399758566383 0.013353160037723792 -0.022601360351324908 -0.0030928961498800393 0.0083094549526115686 -0.018796202730999582 -0.00039100853715182663 leaf_weight=4246.2512610387057 988.86660041287541 268903.77775549027 2311.9972992241383 5472.1058820784092 5676.4340240210295 7181.2641779929399 1913.7807528674603 807.75828743143938 639.37817773222923 3131.3003137856722 564.40197691321373 398.15443640947342 1373.6285077184439 298.0820659250021 355.04539841413498 883.76794110238552 143.9567494392395 69.415732696652412 8213.8905658712611 7745.5834603188559 912.7574004130438 1129.6147481845692 81.697061650454998 1723.0791766643524 54.110187068581581 52.455429837107658 733.56058120727539 81.034754246473312 89.858759388327599 331.76869624853134 leaf_count=18702 4625 1150761 10126 23455 26369 30227 8015 4438 3012 14597 2501 1721 6265 1213 1445 3609 582 282 37051 35529 5113 8406 523 7486 229 227 3279 329 371 1341 internal_value=1.72105e-05 2.49189e-05 0.00032845 0.000225657 0.000444681 -0.000379296 -0.0013443 0.000754422 0.00194584 0.00371982 0.000268125 0.000140392 -0.00236893 -0.0042898 -0.00550032 -0.00422152 -0.00721112 0.00159896 0.000618563 0.0013732 0.00237014 -0.000884575 -0.00207574 -0.00424049 0.000919357 -0.00325171 -0.00439481 -0.00491816 -0.000220458 -0.00431359 internal_weight=326509 325520 56616.1 54304.1 48832 13341.3 9095.04 35490.7 10287.2 3770.68 25203.5 24639.1 3943.68 2570.05 2271.97 1916.92 1097.14 213.372 20695.4 12481.5 8658.34 3823.18 3015.43 1885.81 6516.56 840.126 786.016 1804.11 819.782 421.627 internal_count=1411829 1407204 256443 246317 222862 56944 38242 165918 47713 17609 118205 115704 16829 10564 9351 7906 4473 864 98875 61824 40642 21182 16744 8338 30104 3735 3506 7815 3433 1712 is_linear=0 shrinkage=0.03 Tree=283 num_leaves=31 num_cat=0 split_feature=1 3 3 2 2 2 1 1 2 1 2 2 2 2 3 2 3 2 0 2 2 3 3 2 3 2 2 2 3 2 split_gain=6.77994 6.74201 25.5594 26.2071 51.1076 29.7831 19.6479 20.0086 18.5957 15.032 13.9739 19.6687 21.1469 11.4119 69.1085 200.347 102.367 195.631 59.2582 52.7006 51.0455 108.571 66.7026 57.1512 45.8152 119.872 83.5245 86.5259 54.2267 53.5843 threshold=82.500000000000014 1.0619999766349795 1.1054999828338625 2770.7851562500005 7019.5273437500009 2554.751831054688 1.0000000180025095e-35 1.5000000000000002 42366.021484375007 12.500000000000002 8430.8989257812518 10603.448730468752 9879.8374023437518 6261.4145507812509 2.6375000476837163 11087.062988281252 1.532000005245209 8226.4770507812518 43.500000000000007 8430.8989257812518 11873.722656250002 4.7190001010894784 5.0659999847412118 21398.625000000004 7.0125000476837167 17012.167968750004 16543.466796875004 14427.237304687502 5.9049999713897714 35189.248046875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 -3 -7 -8 10 -9 -6 12 -12 -4 15 16 17 18 -15 -18 21 -16 23 -22 26 -26 27 28 -24 -28 right_child=-2 2 13 4 8 6 7 9 -10 -11 11 -13 -14 14 20 -17 19 -19 -20 -21 22 -23 24 -25 25 -27 29 -29 -30 -31 leaf_value=0.00060225386305572126 -0.013021642094902334 -0.00069109386791581305 0.00018583805367676553 -0.0052696962822328091 0.0094316559519223003 -2.6417959811582554e-06 0.022132435043593076 -0.0036112804166493107 -0.013975535320309587 0.026837319019352539 -0.00039597882415296789 0.0032666370591928145 -0.018777085020845866 -0.016596274272819202 0.0032858473182771604 -1.4490108330063869e-06 -0.0048076674464662336 0.0030430243233614462 -0.0057742001182361728 -0.012244306463624255 -0.0059357019359026339 -0.0011113253896600989 0.0064821855187438028 -0.0010584702651041816 -0.0049649764052771498 0.00050584517042255779 -0.0083578989974420689 0.011263653595580644 -0.0011798774074822098 0.00074140213820930083 leaf_weight=16865.241124399006 35.890200407244265 5805.9512362256646 182652.56280622724 3181.5626204758883 213.248211607337 149.87399546802044 120.62792590260506 66.058186769485474 65.51974393427372 18.729758307337761 180.56260949373245 848.90651121735573 81.87310454249382 685.0392822176218 12706.690341092646 24243.146648570895 1435.8752274289727 2562.094753921032 1358.2948354184628 2129.6893291473389 2594.2965964749455 8390.906327413395 1571.5115947052836 12986.269953176379 4043.8658286947757 33181.204751637299 669.92194837331772 1423.3746795356274 1764.9532352462411 4461.2536022886634 leaf_count=74897 324 24901 781164 15525 906 627 483 265 271 76 747 3503 341 2866 52235 99202 5891 10564 5896 8679 10518 36020 6548 52764 19019 163070 2741 6023 7410 18353 internal_value=1.67011e-05 1.81345e-05 -1.36856e-05 -0.00145207 -0.00317302 -0.000175121 0.00825663 0.0142827 0.00162566 0.00311485 0.00239736 0.00104759 -0.00613041 3.79708e-05 -0.000194442 -0.00137072 -0.0054333 -0.00247874 -0.00940236 -0.00924953 0.000260576 0.00153701 -0.000168948 -0.00187057 0.000393753 -8.84658e-05 0.00220859 0.00507093 0.00242904 -0.000446595 internal_weight=326495 326459 309594 10732.9 4571.67 6161.24 355.29 205.416 1390.11 84.7879 1324.59 1111.34 262.436 298861 116208 32414.1 8170.99 4605.43 2043.33 3565.56 83794.2 21097.6 62696.7 15580.6 47116.1 37225.1 9891.02 4759.84 3336.46 5131.18 internal_count=1411829 1411505 1336608 47645 21293 26352 1451 824 5768 341 5497 4591 1088 1288963 507799 133098 33896 19326 8762 14570 374701 88255 286446 63282 223164 182089 41075 19981 13958 21094 is_linear=0 shrinkage=0.03 Tree=284 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 2 2 0 1 2 1 1 0 2 3 0 1 1 2 0 2 2 0 1 0 0 2 2 2 1 split_gain=6.67882 12.7942 33.978 47.3602 32.3098 58.1791 30.7301 30.8986 26.6746 24.5512 23.6914 23.57 21.1504 18.2157 35.7613 25.9172 20.8228 20.6211 20.259 32.2354 17.3536 25.8306 50.2909 19.0845 17.721 17.5685 17.2955 17.2516 15.6335 17.5872 threshold=-1.4999999999999998 2.7749999761581425 2102.052612304688 3673.091186523438 37.500000000000007 5579.1726074218759 24241.001953125004 69.500000000000014 -3.4999999999999996 396.72427368164068 -3.4999999999999996 -9.4999999999999982 35.500000000000007 3038.2934570312505 1.7404999732971194 53.500000000000007 -7.4999999999999991 -32.499999999999993 2385.3286132812505 52.500000000000007 7019.5273437500009 4905.5217285156259 44.500000000000007 -10.499999999999998 38.500000000000007 43.500000000000007 10857.155761718752 210.22515869140628 12411.391601562502 -21.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 27 13 5 8 10 -8 12 -3 20 -9 -5 14 15 16 -4 -17 -18 -20 21 23 24 -6 -23 -25 -12 -1 -22 -30 right_child=-2 9 3 4 6 -7 7 11 -10 -11 26 -13 -14 -15 -16 17 18 -19 19 -21 28 22 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.0003958493499488733 -4.5964102491508121e-05 0.0062906765531819215 0.01000768670854822 0.0099620412815435433 -0.012798812478887566 -0.0012899201118615809 0.0050432022527658049 0.024002248968300343 0.0022327962963209899 0.00068543361919691243 0.00040814681485613674 -0.013845715968097576 -0.0017929430189758103 0.0058012474419844263 -0.0082813264919031314 -0.039781337537249259 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1254 56 3208 3210 5743 530 2334 64 944 1504 662 3282 4078 43867 147 2549 internal_value=1.62006e-05 0.000312371 -5.51105e-05 0.000784015 -0.00014185 0.0016113 -0.00134472 0.00317131 0.00482776 0.000865606 -0.00209358 -0.00960018 0.00830443 0.00319679 0.00200719 0.00286842 0.00428541 -0.00204286 0.00302639 0.00513431 -0.00421643 -0.00617735 -0.0128514 -0.00408701 -0.0245731 -0.00253328 -0.000661736 -0.00112594 -0.00139765 -0.00470702 internal_weight=326480 56638.4 34032.6 19080.6 13789.2 5611.14 8178.06 1163.21 2661 22605.8 7014.85 148.696 1137.29 5291.38 3632.3 3351.73 2601.23 750.499 2132.12 1403.09 2825.6 1666.37 397.437 1268.93 180.123 1076.87 4189.24 14952 1159.24 609.378 internal_count=1411829 256621 147264 83784 59497 24371 35126 5172 12174 109357 29954 691 5631 24287 16711 15457 12191 3266 9481 6273 12411 7381 1670 5711 726 4786 17543 63480 5030 2696 is_linear=0 shrinkage=0.03 Tree=285 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 2 2 0 1 0 2 0 3 2 1 0 0 1 0 2 1 1 1 3 2 1 3 1 0 split_gain=5.28199 20.1556 17.5947 17.3604 26.7795 23.8739 44.7947 39.6651 49.0048 33.5969 30.2544 30.1544 41.1382 38.225 38.6687 30.5501 29.4147 40.6377 27.0959 23.2613 35.4282 25.848 22.4131 21.9421 20.9966 26.6098 19.6486 19.3433 28.6881 26.6255 threshold=558.56738281250011 589.46820068359386 4.7190001010894784 4.4095001220703134 1.0000000180025095e-35 3.0835000276565556 417.75494384765631 431.66661071777349 46.500000000000007 -1.4999999999999998 74.500000000000014 496.29238891601568 55.500000000000007 1.0619999766349795 472.45382690429693 1.0000000180025095e-35 54.500000000000007 73.500000000000014 1.0000000180025095e-35 13.500000000000002 234.47260284423831 4.5000000000000009 1.0000000180025095e-35 1.0000000180025095e-35 1.0619999766349795 511.26914978027349 3.5000000000000004 2.3904999494552617 1.0000000180025095e-35 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 5 -5 7 23 10 9 -9 27 12 13 14 -10 -15 22 -18 -8 -6 -21 -22 24 -7 25 -13 -25 29 -29 -1 right_child=1 -3 -4 4 19 6 18 8 11 -11 -12 16 -14 15 -16 -17 17 -19 -20 20 21 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.002658858541147553 0.0020165518858687626 4.3475523825480428e-05 0.010965598644545542 0.0057953703562867373 -0.0069595651062812468 0.0059114129609003137 -0.0010874915097247551 -0.00075772844591993189 0.01507074732089379 0.0071018068321566409 0.010359215373688177 -0.022802706366796707 -0.0019114778501667592 0.0082717665136536767 -0.0062282708005915481 0.033760954996464136 0.010026242948715923 -0.0064345693103102326 -0.0048242200578215355 -0.016930211696770017 0.0035505528492269646 0.036833679916735959 -0.0025412376326230889 -0.0023363244721239401 -0.01602849935297886 0.029565461040363512 0.011415958562853813 -7.4881604062904952e-05 -0.003806880804548155 -0.00032511298857000782 leaf_weight=2859.7204881757498 2071.2031317055225 251649.40978259081 218.5971752256155 1069.9139173030853 373.318873077631 864.69861429929733 3714.9488088935614 643.32647734880447 138.24484379589558 2047.0708167403936 237.629185333848 14.77999474108219 697.06109914183617 84.941806241869926 172.36530810594559 84.339300572872162 251.66684086620808 291.11985903978348 3295.999921426177 76.414958208799362 592.80217246711254 21.771362468600273 325.47483436763287 810.91449342668056 310.07451117038727 21.343500643968582 105.68938013911247 4034.3705944344401 3429.7794087976217 45678.205704495311 leaf_count=12019 8736 1093862 978 5233 1648 3635 15244 2721 582 8626 1001 60 2935 347 745 364 1040 1237 14278 374 2496 101 1513 3546 1253 86 516 16501 14867 194349 internal_value=4.57813e-06 6.89706e-05 0.00287088 -0.00022175 0.00244369 -0.000302885 -0.00176485 -9.32684e-05 0.00244496 0.00522244 -0.000322623 -0.000679764 0.00274225 0.00950196 0.00325139 0.020971 -0.00399609 0.0011976 -0.00284421 -0.000925638 0.0023343 0.00472961 -0.00819317 0.00248334 -0.0135068 0.00813893 -0.000750612 -0.000367948 -0.00178974 -0.000149306 internal_weight=326187 253939 2289.8 72248 2134.22 70113.8 8792.25 61321.5 5081.81 2690.4 56239.7 2391.41 1176.95 479.891 310.61 169.281 1214.46 542.787 7010.95 1064.31 690.988 614.574 671.673 1781.3 346.198 36.1235 916.604 56002.1 7464.15 48537.9 internal_count=1410893 1103576 9714 307317 9852 297465 37219 260246 21509 11347 238737 10162 4973 2038 1327 711 5189 2277 29522 4619 2971 2597 2912 7697 1399 146 4062 237736 31368 206368 is_linear=0 shrinkage=0.03 Tree=286 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 0 2 0 0 0 2 0 2 1 2 0 2 0 2 2 3 3 0 0 2 0 0 2 0 3 split_gain=5.15153 14.7268 16.2597 31.8923 28.0477 20.271 18.6577 60.9401 55.0566 64.1694 52.6044 27.361 47.4123 27.0324 48.2562 41.6868 33.0636 25.4231 24.231 23.8838 49.1154 31.9333 30.0537 21.4296 27.9386 39.3464 37.7246 19.7899 34.0534 59.0478 threshold=1.5000000000000002 1637.6347656250002 99995.847656250015 58.500000000000007 84.500000000000014 90.500000000000014 18421.471679687504 10.500000000000002 11.500000000000002 5.5000000000000009 39196.445312500007 7.5000000000000009 4076.2145996093755 4.5000000000000009 47554.107421875007 7.5000000000000009 31791.298828125004 6.5000000000000009 25918.428710937504 3673.091186523438 1.8989999890327456 2.0774999856948857 51.500000000000007 53.500000000000007 3267.230346679688 59.500000000000007 57.500000000000007 2510.8642578125005 15.500000000000002 3.653500080108643 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 6 -5 7 11 9 10 -8 12 -3 16 15 18 17 -11 -15 21 22 23 -21 -9 -25 26 -26 28 -23 -30 right_child=1 2 3 5 -6 -7 8 19 -10 13 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 27 -24 24 25 -27 -28 -29 29 -31 leaf_value=6.2400947247503132e-05 -0.0009355205885545906 0.0066663005716218176 -0.0043569504438958021 0.0087975403033734179 -0.0051766755676444908 -0.0022047945024022027 -0.012193635698797273 0.0031844680378597776 9.2245983433847508e-05 -0.010554299211743182 0.0044849477241670488 -0.010342959781552336 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leaf_count=1141437 88630 1326 7270 1338 3680 1343 1197 23240 27053 293 1804 3002 1314 110 362 590 2360 3243 195 24726 47081 454 12232 9196 74 1254 502 2866 1734 987 internal_value=4.43708e-06 -0.00024079 6.51515e-05 -0.00233992 0.000205694 0.00361368 0.000320354 -3.18207e-05 0.00151089 0.00533126 -0.00232792 -0.0063323 -0.00168978 0.00837698 0.000368751 0.00788402 0.0100921 0.00642895 -0.0103396 0.000249832 -0.000354675 0.00145176 -0.00214834 0.00214872 -4.68801e-05 0.00676267 0.0197591 -0.0027134 -0.00607844 -0.00350353 internal_weight=326177 62358.4 43293.2 2390.21 40903 604.862 40049.8 30907.1 9142.68 2475.7 704.378 1322.53 612.978 1771.32 312.446 222.173 1458.88 879.974 74.8907 29584.6 19684.4 9900.21 8091.69 8481.06 2718.43 452.083 143.23 1419.15 746.041 642.367 internal_count=1410893 269456 180826 9951 170875 2681 167195 129988 37207 10154 3001 5642 2640 7153 1257 895 5896 3536 305 124346 84039 40307 36958 34266 11026 1830 576 6041 3175 2721 is_linear=0 shrinkage=0.03 Tree=287 num_leaves=31 num_cat=0 split_feature=1 2 2 0 3 2 3 0 1 1 3 2 1 0 2 2 0 2 0 0 2 0 2 2 1 1 2 0 1 2 split_gain=4.96757 4.84301 19.0123 16.881 16.5635 17.0408 16.2645 15.9196 15.1637 12.9322 28.4003 37.4221 35.328 22.9744 27.8523 22.0083 27.7514 21.3341 21.4975 18.5563 77.7405 25.8204 36.2455 26.2864 17.824 16.8625 23.494 17.6702 18.4088 13.6192 threshold=90.500000000000014 558.56738281250011 589.46820068359386 88.500000000000014 4.7190001010894784 575.09899902343761 1.1054999828338625 92.500000000000014 1.0000000180025095e-35 1.5000000000000002 2.6375000476837163 396.72427368164068 5.5000000000000009 65.500000000000014 87.470542907714858 333.79756164550787 76.500000000000014 308.54922485351568 67.500000000000014 55.500000000000007 224.80538177490237 62.500000000000007 302.06753540039068 317.43702697753912 2.5000000000000004 3.5000000000000004 263.64595031738287 36.500000000000007 13.500000000000002 67.829120635986342 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 6 8 -3 -5 -6 -1 11 13 15 19 -15 16 -12 -16 -19 25 29 23 -23 -22 -24 -11 27 28 -27 -21 right_child=-2 2 -4 7 5 -7 -8 -9 -10 10 12 -13 -14 14 17 -17 -18 18 -20 20 21 22 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-3.5577793719301894e-05 -0.016936310724892264 0.02314899527968662 4.2006477512389436e-05 0.025668777732377374 -0.02754255756216737 0.015035009451678766 0.0016258878553759256 -0.014731548072656669 0.007717757197734214 -4.4082632287528002e-05 0.0034910456318582345 0.0052926384393587166 0.0047480056895787695 0.028914722861999673 -0.014697313726388234 -0.00651662216098697 -0.022828127822598202 0.011389245693303844 -0.0075714746570441031 0.018131603468672361 0.014229216362406245 -0.0056691753044336504 0.0033609975935664752 -0.010555715985923879 0.026841976682472218 0.0045105015375567162 -0.0075329478840387449 -0.0022386059229596205 0.037704045172495954 -0.0053073306750747893 leaf_weight=59167.235718883574 15.577844354324041 32.096302479505539 251619.89175638673 40.530800342559814 17.436093464493752 171.40512347221375 2039.1749879643321 11.204998001456259 29.630729779601097 4281.8981841206551 384.8980385363102 956.84403347969055 375.57444179058075 18.80720691382885 244.52290871739388 1933.74692286551 39.783330380916595 73.349956274032593 202.09459100663662 22.989754989743233 510.44194504618645 211.47928822040558 57.820331752300262 41.654979854822159 58.563333556056023 168.7262387573719 761.56337184458971 1898.205665782094 16.508194148540497 755.60815155506134 leaf_count=245840 223 138 1093639 185 84 766 8598 48 128 18666 1729 4477 1916 78 1174 8601 197 333 942 97 2186 1009 245 188 272 860 4083 10407 99 3685 internal_value=4.30097e-06 5.11011e-06 6.67704e-05 -0.000211632 0.00278808 0.0106445 0.00195941 0.0169188 -0.00534457 -0.00022391 -0.00108008 -0.000357409 -0.00379764 -0.000937211 -0.00695055 -0.00515851 0.00102552 -0.00824779 -0.0025223 -0.000568439 0.00228961 0.0083991 0.00173053 0.0123592 0.0151764 -0.00123356 -0.00302379 -0.00137555 0.00746873 -0.00461525 internal_weight=326159 326144 253910 72234.1 2289.74 218.472 2071.27 51.7358 47.0668 72182.3 13015.1 10281.1 2734 9324.23 538.775 2358.43 424.681 519.967 275.445 8785.46 1658.56 879.96 327.863 552.097 116.384 7126.9 2845 2083.44 185.234 778.598 internal_count=1410893 1410670 1103353 307317 9714 978 8736 233 212 307084 61244 48801 12443 44324 2527 10527 1926 2449 1275 41797 7682 3900 1526 2374 517 34115 15449 11366 959 3782 is_linear=0 shrinkage=0.03 Tree=288 num_leaves=31 num_cat=0 split_feature=1 2 2 3 1 3 2 2 1 0 1 0 2 0 3 2 2 0 1 1 0 0 0 1 2 1 2 3 3 0 split_gain=4.73046 4.55828 17.8871 16.2056 25.0468 22.0012 41.7385 36.8661 46.5719 38.7394 24.6558 22.8784 21.9478 21.9387 21.8266 47.1491 35.7258 21.6505 20.6179 20.5691 19.1272 18.2906 24.4619 18.2254 17.7885 23.757 17.6082 25.5928 17.5164 17.3096 threshold=90.500000000000014 558.56738281250011 589.46820068359386 4.4095001220703134 1.0000000180025095e-35 3.0835000276565556 417.75494384765631 417.75494384765631 1.0000000180025095e-35 74.500000000000014 1.0000000180025095e-35 72.500000000000014 87.470542907714858 55.500000000000007 1.1510000228881838 464.60191345214849 464.60191345214849 13.500000000000002 1.0000000180025095e-35 10.500000000000002 23.500000000000004 80.500000000000014 77.500000000000014 3.5000000000000004 234.47260284423831 4.5000000000000009 521.58471679687511 1.0619999766349795 1.1980000138282778 69.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 18 9 11 29 20 14 -6 -10 15 -9 28 -14 21 -15 -8 22 -7 -20 -19 -26 -17 -28 -16 -1 right_child=-2 2 -4 4 12 6 10 8 13 -11 -12 -13 17 19 16 26 -18 24 23 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00028436933324591673 -0.016623850014677068 0.0027041711603362517 4.0746347729415052e-05 0.005619099963981548 -0.022577010073522707 0.0046094167948345583 0.00026443867287791255 0.017893310623869525 0.006531134907470035 0.013638683511843566 -0.0046217673850104373 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1378.5349276661873 leaf_count=228369 223 9714 1093639 5233 234 3159 11101 285 9150 752 14278 1027 1536 3042 65 1276 5037 252 3546 94 4143 84 392 516 2496 101 58 484 4748 5859 internal_value=4.16465e-06 4.94967e-06 6.47677e-05 -0.000205338 0.00237208 -0.000283685 -0.00168776 -8.24956e-05 0.00215522 -0.000324336 -0.00273019 -0.000334012 -0.000886124 0.00497106 0.00041725 -0.00516786 0.00162178 -2.98692e-05 0.0024141 0.000460364 -0.00105551 0.00573977 0.0064266 -0.000720159 0.00314424 0.00459397 -0.00871995 -0.0178023 -0.00211457 -0.000369464 internal_weight=326151 326136 253909 72226.7 2130.74 70095.9 8785.18 61310.8 5979.88 55330.9 7004.97 3174.02 1063.54 2805.86 2919.98 518.024 2401.96 1023.15 1780.22 721.051 3715.5 863.733 842.871 916.482 669.155 615.119 448.883 134.536 1175.77 55152.6 internal_count=1410893 1410670 1103353 307317 9852 297465 37219 260246 25266 234980 29522 12980 4619 12286 11953 2103 9850 4385 7697 3136 15244 3635 3551 4062 2849 2597 1818 542 4813 234228 is_linear=0 shrinkage=0.03 Tree=289 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 0 2 0 0 0 2 0 2 1 2 0 2 0 2 2 3 0 2 0 2 0 1 2 2 3 split_gain=4.64767 13.2333 15.2441 30.1829 26.3735 18.9562 17.5612 57.4056 51.8713 60.4241 49.5738 25.8271 44.6635 25.4559 45.4419 39.2554 31.2271 23.9278 22.929 22.4731 46.2344 30.0586 34.6679 28.4285 26.248 19.8853 19.4941 19.3251 19.0803 55.4285 threshold=1.5000000000000002 1637.6347656250002 99995.847656250015 58.500000000000007 84.500000000000014 90.500000000000014 18421.471679687504 10.500000000000002 11.500000000000002 5.5000000000000009 39196.445312500007 7.5000000000000009 4076.2145996093755 4.5000000000000009 47554.107421875007 7.5000000000000009 31791.298828125004 6.5000000000000009 25918.428710937504 3673.091186523438 1.8989999890327456 15.500000000000002 2471.414184570313 52.500000000000007 2983.330444335938 62.500000000000007 28.500000000000004 79162.558593750015 4417.2790527343759 2.279500007629395 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 6 -5 7 11 9 10 -8 12 -3 16 15 18 17 -11 -15 21 23 22 -9 -21 -24 -25 -10 -16 29 -22 right_child=1 2 3 5 -6 -7 8 19 26 13 -12 -13 -14 14 27 -17 -18 -19 -20 20 28 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_value=5.9086639249831376e-05 -0.0008877676923226168 0.0064518728469510752 -0.004230252203370569 0.0085468774150060205 -0.0050243327099957335 -0.0020997538760635648 -0.01184953193361268 -0.022792463256074574 -0.00017291961395286969 -0.010238851171902234 0.0043528148486949208 -0.010053717988099479 -0.009746549848608118 -0.032222346020376484 -0.029666484201184593 0.016644406088141998 0.015212290274042362 0.0077220002266745365 0.0023999362570997361 -0.0032420553580106599 0.0048186219121327135 0.0016614483139570058 0.016503736003435004 0.0020482561705820932 -0.010539863302552478 -0.0046972351414003577 0.010211705445139807 -0.0016218239728831663 0.0014282355262256695 -0.0055061640234885176 leaf_weight=263810.36933286558 19052.371262148023 306.58265128731728 1784.7102804481983 319.29456821084023 852.4640337228775 284.72868203837425 287.26451817154884 98.293544337153435 6500.127077922225 72.777599826455116 416.19251868128777 708.26070916652679 306.20516657829285 26.883342042565346 51.391128435730934 147.18677236139774 577.99328808486462 806.86407691240311 47.870245173573494 5690.0306207388639 732.7250746935606 9668.2619353681803 55.285630375146866 1901.261501416564 77.69214603304863 495.91154351830482 166.86728371679783 38.81675598025322 9565.3604500442743 1295.0970285534859 leaf_count=1141437 88630 1326 7270 1338 3680 1343 1197 433 26362 293 1804 3002 1314 110 206 590 2360 3243 195 26370 3035 39287 241 8497 346 2091 691 156 38427 5619 internal_value=4.0372e-06 -0.000228941 6.1067e-05 -0.00226843 0.00019714 0.00352819 0.000308304 -3.33901e-05 0.00146349 0.00517404 -0.00226359 -0.00615198 -0.00164235 0.00813036 0.000355375 0.00765286 0.00979535 0.006236 -0.0100511 0.000239868 -0.000346601 0.00140578 -0.00928259 -0.00208756 0.000703537 0.000652793 8.69957e-05 -0.0175988 0.000867863 -0.00177545 internal_weight=326145 62334.8 43282.4 2388.73 40893.7 604.023 40041.2 30901 9140.23 2473.24 703.457 1321.05 612.788 1769.78 312.148 221.94 1457.63 879.642 74.7536 29579.9 19680.4 9899.53 231.271 8087.2 132.978 2397.17 6666.99 90.2079 11593.2 2027.82 internal_count=1410893 269456 180826 9951 170875 2681 167195 129988 37207 10154 3001 5642 2640 7153 1257 895 5896 3536 305 124346 84039 40307 1020 36958 587 10588 27053 362 47081 8654 is_linear=0 shrinkage=0.03 Tree=290 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 0 1 2 1 0 0 2 0 1 0 0 0 0 0 0 0 2 0 0 2 0 1 2 1 2 split_gain=9.8816 10.6577 6.42921 6.31191 7.21513 7.59608 13.0412 10.0592 9.46744 13.5369 7.69568 11.1811 9.07741 8.73213 20.0613 19.6378 8.01996 7.46746 6.78994 10.3693 6.75944 6.22345 24.0033 18.6839 33.645 38.2204 33.2362 29.4864 23.9922 21.3984 threshold=112.33882141113283 78.500000000000014 82.500000000000014 77.500000000000014 47.500000000000007 35.500000000000007 3.5000000000000004 87.470542907714858 -1.4999999999999998 36.500000000000007 34.500000000000007 87.470542907714858 20.500000000000004 1.0000000180025095e-35 14.500000000000002 23.500000000000004 29.500000000000004 27.500000000000004 45.500000000000007 41.500000000000007 38.500000000000007 286.97653198242193 60.500000000000007 47.500000000000007 215.8664245605469 54.500000000000007 1.0000000180025095e-35 238.29680633544925 1.0000000180025095e-35 134.73744964599612 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 10 20 9 -9 11 13 -13 14 -1 -15 17 -14 19 -10 -7 22 23 -2 29 26 -26 -28 -27 -25 right_child=21 2 -4 -5 -6 7 -8 8 18 -11 -12 12 16 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 28 27 -29 -30 -31 leaf_value=0.027870315714091955 -0.00067433353198368762 -0.033214041577929454 -0.0020672540166385475 0.020588010724029968 0.00030125232916597698 0.016390875833052109 0.028132330225221637 0.027192857270822924 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500.63507668673992 113.07894831895828 225.99289584159851 856.99579249322414 11105.084253758192 leaf_count=162 91317 84 51 75 7242 227 62 127 1275 201 423 100 172 242 199 224 136 93 49 95 3404 1233473 15126 1079 1072 2098 466 1110 3480 47538 internal_value=1.03306e-05 0.0016261 -0.0183339 0.00176864 0.00167847 0.00309377 -0.000564839 0.00423108 0.000333543 0.010459 -0.00161457 0.00093911 0.00814436 -0.00409153 0.00421399 -0.00987952 0.00407566 -0.00228149 -0.00174986 -0.0025622 0.00608431 -6.53525e-06 -0.00036559 -0.000126748 0.000756239 0.00438455 -0.00189611 -0.00811421 0.00717707 0.000129318 internal_weight=326349 3371.33 23.9053 3347.42 3331.46 1643.01 389.622 1253.39 403.914 68.9268 375.873 277.622 114.141 163.481 67.1392 96.3419 92.7007 61.0262 334.988 323.293 849.471 322978 38294.8 34778 13312.1 1961.26 603.633 339.072 1357.63 11350.8 internal_count=1411402 14643 135 14508 14433 7191 1813 5378 1747 328 1751 1328 501 827 361 466 401 265 1419 1370 3631 1396759 163286 148160 56843 8226 2648 1576 5578 48617 is_linear=0 shrinkage=0.03 Tree=291 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 0 1 2 1 0 0 2 0 1 0 0 0 0 0 0 0 1 2 3 3 2 0 0 2 3 split_gain=9.30249 10.1221 6.25654 5.98289 6.79922 7.14477 12.1727 9.46417 8.94372 12.9355 7.23592 10.5459 8.59716 8.26728 19.2065 18.7988 7.55188 7.03097 6.38644 9.75213 6.36327 6.05096 5.86376 17.8701 22.5886 41.3962 17.488 13.7362 13.6202 44.5114 threshold=112.33882141113283 78.500000000000014 82.500000000000014 77.500000000000014 47.500000000000007 35.500000000000007 3.5000000000000004 87.470542907714858 -1.4999999999999998 36.500000000000007 34.500000000000007 87.470542907714858 20.500000000000004 1.0000000180025095e-35 14.500000000000002 23.500000000000004 29.500000000000004 27.500000000000004 45.500000000000007 41.500000000000007 38.500000000000007 -1.4999999999999998 431.66661071777349 3.653500080108643 7.0125000476837167 325.14366149902349 80.500000000000014 14.500000000000002 342.01971435546881 8.545499801635744 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 10 20 9 -9 11 13 -13 14 -1 -15 17 -14 19 -10 -7 -16 23 -2 25 26 27 -25 29 -26 right_child=22 2 -4 -5 -6 7 -8 8 18 -11 -12 12 16 15 21 -17 -18 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=0.027550625973926799 -0.0003953842883646029 -0.032881235453752822 -0.0020055989687238168 0.020095301374157427 0.00029220951339902233 0.015905949590140425 0.027052201240078236 0.026672605458969864 -0.0010586573684485483 -0.00010069001500119359 -0.0085619285993277592 0.025074189632553003 0.0054551316360521331 -0.024714033128999623 0.0092338153725359026 0.0020749019420320779 0.015846083466473405 -0.015742690958196453 0.020076795426667401 -0.021514312801739658 0.0052295790554750341 -0.014342317836685175 5.2549996114876464e-05 -0.017979836843788243 -0.021982220396145172 0.0095505056136810547 -0.012255731992241841 0.0018400853767288306 -0.0095599066492261225 0.019623296697439115 leaf_weight=21.389119647443295 54176.642955861986 12.236503794789316 11.418590202927588 15.865351840853689 1688.4815249741077 53.630009680986404 13.867400258779524 26.380970880389214 300.73553319275379 42.256439939141273 98.290530405938625 21.347484350204468 38.92193229496479 41.892906188964844 14.294797062873839 53.918866768479347 31.650819852948189 22.066081181168556 11.699792385101317 22.548346966505051 795.54857951402664 31.143123373389244 266426.22135384381 32.269443944096565 37.145828768610954 666.6668723076582 90.965244293212891 1271.1514144092798 212.03851597756147 61.389238387346268 leaf_count=162 229976 84 51 75 7242 227 62 127 1275 201 423 100 172 242 66 224 136 93 49 95 3404 133 1156126 162 174 3039 414 5581 990 297 internal_value=1.00195e-05 0.00157814 -0.0179772 0.00171639 0.00162883 0.00300363 -0.000549168 0.00410618 0.000324068 0.0101897 -0.00157009 0.000914253 0.0079111 -0.00398953 0.00410933 -0.00963834 0.00395608 -0.00221446 -0.00169738 -0.00248539 0.00590385 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1.0000000180025095e-35 72.500000000000014 87.470542907714858 66.500000000000014 1.5000000000000002 54.500000000000007 1.0000000180025095e-35 87.470542907714858 51.500000000000007 67.829120635986342 53.500000000000007 53.500000000000007 3.5000000000000004 35.500000000000007 33.500000000000007 87.470542907714858 13.500000000000002 1.0000000180025095e-35 18.500000000000004 20.500000000000004 2.5000000000000004 286.97653198242193 60.500000000000007 47.500000000000007 215.8664245605469 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 11 -4 6 8 -8 -6 -5 -11 13 -13 14 -3 -15 -10 18 19 20 21 -1 -22 -21 -9 26 27 -2 -29 -30 right_child=25 2 4 9 5 -7 7 24 16 10 -12 12 -14 15 -16 -17 -18 -19 -20 23 22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.027234281441013263 -0.0007600111392882489 -0.0011630017527514383 0.0067683926361426713 -0.016841538507802921 0.00061174203186472828 -0.020833013743266685 -0.010102134665188438 0.0078968334745392523 0.026709088807719925 -0.014967883483358176 0.01160007335337585 0.016161731439751758 -0.0044357700410863577 -0.032071775431841303 0.012581654548403579 -0.0044818786784740043 -0.0013781307375106487 0.0038997841228020223 -0.005896984840712393 0.016695698319336351 -0.03600639786083959 -0.018706676408505731 -0.0040018983576926292 0.0040849559039657594 -0.015623106451613794 3.92482961047042e-05 -0.0030957674754650936 0.00032525529738260128 -0.0018317216961384636 0.0069715603133208492 leaf_weight=20.994437851011753 20855.574010632932 361.38545323908329 366.27146258950233 133.88495391607285 68.354455396533012 46.482522740960121 153.8912498652935 104.16737845540047 37.811491772532463 26.621863096952438 28.564302787184715 63.80641096830368 46.527209460735321 12.602541342377661 77.4072285592556 343.02896755933762 12.368744328618048 1733.7256224006414 222.21320021152496 44.618960529565811 16.478448152542114 15.74430103600025 98.428444892168045 428.27077293395996 12.609524756669996 284681.27523809532 3260.4623785018921 11105.005559042096 602.34337406605482 1358.0213412642479 leaf_count=162 88738 1538 1539 598 283 243 687 449 158 111 134 274 203 56 330 1492 57 7419 949 204 97 99 427 1822 63 1233473 14033 47538 2648 5578 internal_value=9.71921e-06 0.00133291 -0.000669251 -0.00263761 0.0020155 -0.00198016 0.000271433 -0.00343239 0.00872892 -0.0122808 -0.00121634 -0.000622424 0.00747585 -0.00174715 0.00126169 -0.00545958 0.019786 0.00280382 0.000559834 0.00285721 -0.00468187 0.00754639 -0.00859157 0.00527483 0.00535716 -8.68284e-06 -0.00037567 -0.000114216 0.000916634 0.00426666 internal_weight=326339 4476.26 1895.79 1093.83 801.957 435.685 389.203 270.668 118.535 189.071 55.1862 904.758 110.334 794.424 438.793 355.632 50.1802 2580.47 846.749 624.535 151.646 36.7387 114.907 472.89 116.777 321863 37181.4 33920.9 13065.4 1960.36 internal_count=1411402 19394 8215 4736 3479 1940 1697 1199 498 843 245 3893 477 3416 1868 1548 215 11179 3760 2811 785 261 524 2026 512 1392008 158535 144502 55764 8226 is_linear=0 shrinkage=0.03 Tree=293 num_leaves=31 num_cat=0 split_feature=2 0 0 2 1 0 2 0 1 0 1 2 0 2 0 0 1 0 0 2 0 1 0 0 1 0 2 2 2 0 split_gain=8.31167 13.7884 10.4824 22.2768 15.9463 19.5165 12.7368 16.6323 11.0694 10.0719 10.1428 8.62018 11.943 9.28502 12.6041 9.73154 7.6286 6.62937 13.139 11.9153 7.62212 20.1979 15.5497 6.72871 6.51779 6.21939 12.6021 6.19863 6.14871 17.2981 threshold=134.73744964599612 49.500000000000007 59.500000000000007 112.33882141113283 1.0000000180025095e-35 72.500000000000014 87.470542907714858 66.500000000000014 1.5000000000000002 54.500000000000007 1.0000000180025095e-35 87.470542907714858 51.500000000000007 67.829120635986342 53.500000000000007 53.500000000000007 3.5000000000000004 35.500000000000007 33.500000000000007 87.470542907714858 13.500000000000002 1.0000000180025095e-35 23.500000000000004 20.500000000000004 2.5000000000000004 23.500000000000004 112.33882141113283 112.33882141113283 169.44351196289065 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 11 -4 6 8 -8 -6 -5 -11 13 -13 14 -3 -15 -10 18 19 20 21 -1 -22 27 -9 26 -25 -21 29 -2 right_child=28 2 4 9 5 -7 7 24 16 10 -12 12 -14 15 -16 -17 -18 -19 -20 23 22 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.026921029798111683 -0.0051923420215819645 -0.0011282077695719552 0.0065741837966630983 -0.016400642444698198 0.00059333050827910618 -0.020383000414931421 -0.0098303452631229738 0.0076436922562846078 0.025794574924458209 -0.014499867915431241 0.011204065925419919 0.015687629998872438 -0.0043043492366194045 -0.031250328456532389 0.012216671664177645 -0.0043502401984956817 -0.0013374238448609474 0.0037833474571125512 -0.0057203029023684361 0.025761303712743138 -0.026202964095218689 -0.018351834186917906 -0.0015142751203250789 0.0092831367422897253 -0.015260876559274435 0.0048566094036022796 -0.033701935068447673 0.0031082159089591199 1.3835605677914692e-05 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0.00277557 -0.00456831 0.00743661 -0.00835848 0.00511718 0.00519022 0.00396254 -0.0106563 0.0162093 -8.42263e-06 -0.000780871 internal_weight=326333 4473.2 1893.91 1093.02 800.892 435.106 389.016 270.317 118.699 188.709 55.341 904.314 110.273 794.041 438.685 355.357 50.3379 2579.28 845.806 623.602 150.765 36.1774 114.588 472.837 116.908 428.257 24.6822 44.5797 321860 9014.68 internal_count=1411402 19394 8215 4736 3479 1940 1697 1199 498 843 245 3893 477 3416 1868 1548 215 11179 3760 2811 785 261 524 2026 512 1822 111 204 1392008 38802 is_linear=0 shrinkage=0.03 Tree=294 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 0 0 1 0 0 0 2 0 0 2 0 1 0 1 0 1 0 0 2 0 2 2 0 0 2 split_gain=7.82494 13.0342 9.63746 10.6634 12.7518 11.1411 10.7312 9.70359 14.6058 11.2445 16.2822 12.1471 8.23552 12.3709 11.2267 7.26539 10.2422 7.21147 19.3348 15.2002 7.05903 6.35121 5.89609 5.86904 5.86034 11.9303 5.78584 16.2855 64.8583 15.9045 threshold=134.73744964599612 47.500000000000007 78.500000000000014 65.500000000000014 112.33882141113283 57.500000000000007 49.500000000000007 1.0000000180025095e-35 72.500000000000014 77.500000000000014 68.500000000000014 112.33882141113283 35.500000000000007 33.500000000000007 87.470542907714858 54.500000000000007 1.0000000180025095e-35 13.500000000000002 1.0000000180025095e-35 18.500000000000004 1.0000000180025095e-35 20.500000000000004 82.500000000000014 112.33882141113283 23.500000000000004 112.33882141113283 169.44351196289065 32.500000000000007 41.500000000000007 151.73783874511722 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 4 -3 6 20 9 -9 10 -5 -12 13 14 17 -8 -17 18 -1 -19 -6 23 -4 -16 25 -23 27 -2 29 -29 right_child=26 2 22 7 5 -7 15 8 -10 -11 11 -13 -14 -15 21 16 -18 19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.026610634183805455 -0.0050389987452082331 -0.00010913583263501331 -0.031369232716461005 0.013481728110368709 0.010519752031342122 0.021057486421275112 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18.799731060862541 403.54778397828341 11.382946819067001 312844.83264607424 48.651924416422844 8146.5744726359844 84.304690778255463 leaf_count=162 3144 6728 101 484 148 51 598 783 122 62 89 98 6010 949 119 103 123 97 99 427 81 61 53 85 1711 50 1353206 207 35094 357 internal_value=9.14223e-06 0.0012557 -0.000372377 -0.00015748 -0.00111414 -0.00739893 -0.00880556 0.00440695 5.01223e-05 0.00967049 0.00752421 -0.00785754 0.00286763 0.000527922 0.00269677 -0.0122703 -0.00267314 -0.00445674 0.00732788 -0.00813067 0.0028724 0.00496556 -0.018522 0.0157528 0.00384447 -0.0103676 -8.17009e-06 -0.00075751 -0.000377729 0.0204065 internal_weight=326329 4470 2223.86 2197.83 1817.01 250.501 238.701 380.826 208.359 172.467 159.913 44.6447 2246.14 844.756 622.563 184.085 51.2345 149.906 35.6272 114.279 54.616 472.657 26.023 44.4974 428.159 24.6116 321859 9013.95 8279.53 132.957 internal_count=1411402 19394 9624 9470 7832 1104 1053 1638 905 733 671 187 9770 3760 2811 824 226 785 261 524 229 2026 154 204 1822 111 1392008 38802 35658 564 is_linear=0 shrinkage=0.03 Tree=295 num_leaves=31 num_cat=0 split_feature=0 2 2 3 3 0 0 2 3 3 0 1 0 3 3 2 2 2 0 2 0 2 1 0 2 2 1 0 0 2 split_gain=5.34228 23.9872 39.716 67.7636 45.6622 33.4549 26.5462 28.3486 79.1567 155.244 25.8709 33.9549 35.2094 25.5665 24.6394 24.0238 22.6121 54.3681 78.7487 42.754 50.4979 46.6212 41.5384 36.3966 44.4571 34.7129 34.6428 33.2801 32.0244 141.964 threshold=17.500000000000004 15066.298339843752 52302.683593750007 1.532000005245209 1.4100000262260439 21.500000000000004 88.500000000000014 20123.864257812504 1.8174999952316286 2.6375000476837163 78.500000000000014 1.0000000180025095e-35 73.500000000000014 1.7404999732971194 1.9854999780654909 33967.421875000007 79162.558593750015 13264.737792968752 2.5000000000000004 3038.2934570312505 4.5000000000000009 6559.7421875000009 1.0000000180025095e-35 4.5000000000000009 99995.847656250015 22743.409179687504 -4.4999999999999991 1.5000000000000002 12.500000000000002 16543.466796875004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 -2 3 -3 -4 -6 7 8 -5 14 11 12 -11 15 -10 -9 17 19 22 -1 -21 -22 25 24 -18 -19 -23 -26 -20 -30 right_child=1 2 4 6 5 -7 -8 13 9 10 -12 -13 -14 -15 -16 -17 23 18 28 20 21 26 -24 -25 27 -27 -28 -29 29 -31 leaf_value=0.00070085796385654811 3.4695960225755096e-05 0.0013961208957637334 -0.0081102744952136728 -0.010545976641662607 -0.0023750977502154549 0.0019112607003885379 -0.0071084827227765185 -0.00058589787521779162 -0.0011700150627089426 -0.0038722083186407109 0.00019108903986335857 -0.016103557434832806 -0.025265737849802877 -0.0017669956625425535 0.0055477105063598958 0.0075115586486513468 -0.0043342951340974382 0.014557651729442147 0.001302918689465016 0.0027829495314168379 -0.0039464315466597273 0.0076885585046673564 -0.010286610708997019 -0.0020431084083258663 0.012106542274293631 -0.0039165677135840037 -0.0010016063682075544 0.0014848050901089432 0.0091571187539986106 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0.00251313 0.000197106 0.000456702 0.00152573 -0.00028635 -0.00135891 -0.00198891 -0.0059424 -0.000815944 0.000875104 0.00117032 -0.000571059 0.00203219 0.00190144 0.00390379 internal_weight=326280 248896 36957 25699 11258 10751.5 19858.5 18884.1 4945.61 3706.41 1504.84 1280.8 685.851 13938.5 2201.57 1395.8 77384.7 61599.7 25259.2 36340.4 17417.3 15117.8 1209.89 15785 6637.9 458.762 8767.47 5431.49 24049.3 5534.32 internal_count=1411320 1049005 151993 104822 47171 45065 80754 76637 20080 15011 6082 5169 2782 56557 8929 5735 362315 282226 116794 165432 80244 64102 9350 80089 42772 4355 36848 37064 107444 22937 is_linear=0 shrinkage=0.03 Tree=296 num_leaves=31 num_cat=0 split_feature=1 0 1 2 1 2 1 0 2 2 2 1 2 0 2 2 1 0 2 1 1 0 2 0 2 0 0 0 2 0 split_gain=5.19141 8.50779 9.15244 8.1496 14.1986 8.1308 12.4357 7.62187 17.2276 25.0467 15.4973 10.8874 8.63124 8.62376 7.47825 17.2227 10.3653 7.31463 7.1431 6.10588 5.4705 5.36308 23.6869 40.3761 35.397 74.4875 94.6537 32.6577 61.3943 30.8535 threshold=33.500000000000007 92.500000000000014 39.500000000000007 94494.871093750015 82.500000000000014 32790.857421875007 73.500000000000014 49.500000000000007 10120.596191406252 5832.3920898437509 1443.1333007812502 50.500000000000007 12127.694824218752 85.500000000000014 2471.414184570313 3211.014770507813 42.500000000000007 41.500000000000007 22743.409179687504 39.500000000000007 48.500000000000007 17.500000000000004 14763.748535156252 44.500000000000007 17918.074218750004 35.500000000000007 28.500000000000004 69.500000000000014 55938.710937500007 42.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 5 -3 -4 -5 6 7 8 9 14 20 13 -10 -12 16 -16 -2 -14 -13 -17 -9 -1 -23 24 25 26 -24 -25 -29 -27 right_child=1 2 3 4 -6 -7 -8 10 12 -11 11 18 17 -15 15 19 -18 -19 -20 -21 -22 22 23 27 -26 29 -28 28 -30 -31 leaf_value=0.00019125773834679564 -0.016134939476851649 -0.036263980149040045 -0.021366095738412944 0.021247195350021075 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210542.28940991685 791.5908370539546 7754.9458841532469 18391.060787461698 950.87330681830645 978.61700566858053 4436.471645899117 3826.3633498176932 164.89447645843029 leaf_count=362315 283 45 96 86 208 326 168 64 74 77 1153 898 187 76 224 215 115 115 51 63 72 891247 3197 32261 74245 3886 3971 18274 16655 673 internal_value=-1.998e-05 0.00208085 -0.00914232 -0.00385835 0.00485027 0.00272741 0.00196035 0.00268467 -0.00101718 -0.00546458 0.00477779 0.00357728 0.00988535 0.00735867 -0.00251155 0.00227743 -0.00924316 0.00532866 -0.00127249 -0.00795027 0.0253213 -2.67967e-05 -9.48641e-05 -0.000791712 -0.00164817 -0.00473708 -0.000910673 0.00034595 -0.000966363 -0.0108078 internal_weight=326257 1055.21 57.4782 48.106 32.126 997.729 923.632 885.302 319.767 227.12 565.534 534.311 92.6476 300.225 208.776 121.99 86.7859 74.2584 234.086 66.9079 31.2237 325201 247837 37294.8 21277 2885.98 1770.21 16017.8 8262.83 1115.77 internal_count=1411320 4596 435 390 294 4161 3835 3667 1353 977 2314 2178 376 1229 900 502 398 302 949 278 136 1406724 1044409 153162 85972 11727 7168 67190 34929 4559 is_linear=0 shrinkage=0.03 Tree=297 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 0 2 2 2 1 0 2 2 2 1 0 1 2 2 3 2 1 2 3 2 2 2 2 2 1 split_gain=5.15664 5.64673 10.6769 7.68306 11.7302 7.16944 16.2324 23.7595 14.4707 10.3464 8.42179 8.1037 7.05638 16.2306 9.80157 6.89507 5.7662 5.33012 5.29301 10.4256 7.39063 6.45559 5.49681 5.18991 13.9128 38.2521 104.748 64.5474 55.8535 36.1248 threshold=94.500000000000014 33.500000000000007 92.500000000000014 32790.857421875007 73.500000000000014 49.500000000000007 10120.596191406252 5832.3920898437509 1443.1333007812502 52.500000000000007 78.500000000000014 12127.694824218752 2471.414184570313 3211.014770507813 42.500000000000007 41.500000000000007 39.500000000000007 699.95858764648449 4076.2145996093755 21.500000000000004 2602.8994140625005 1.0000000180025095e-35 4326.6347656250009 1.1054999828338625 249.24568176269534 1126.780944824219 844.91958618164074 1864.7654418945315 409.80384826660162 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 23 3 4 5 6 7 12 -7 10 -10 -8 14 -14 17 -13 -15 -3 19 20 -2 -22 -20 24 -1 26 28 -27 29 -26 right_child=18 2 -4 -5 -6 8 11 -9 9 -11 -12 15 13 16 -16 -17 -18 -19 22 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.00075685397007196713 -0.022800502810061404 -0.00090337024649577997 -0.019886222451781285 0.011957753840456376 -0.01437096101239734 0.024431316355429486 0.027414358105346259 -0.03816666340274625 0.0081927780185216421 -0.0022167318400731018 -0.0066491974688655765 0.01242685842652913 0.014287214031592711 -0.0029892749813733568 0.0061578582006860828 -0.0063608511046329011 -0.024134282527101081 -0.021120991590723857 -0.022313446377336236 0.0081284431310790252 0.012655849056430522 -0.0080319649396689979 -0.0029223024812281653 1.673565039497808e-05 0.00052129347291862043 0.0052898187974183501 -0.0156283764441843 -0.00091469165252308301 0.0032867346093002339 -0.014913403327270241 leaf_weight=6852.1683985516429 18.270983025431633 16.015611827373505 19.289741605520248 73.868474319577217 38.212390899658203 31.387311518192291 18.404377371072769 18.218300744891167 308.3400641977787 187.02037979662418 38.730305805802345 45.544649600982666 54.978505700826645 51.929585427045822 26.619164034724236 28.633283093571663 14.947959691286085 43.919511497020721 13.379537746310232 113.28743394091725 20.512490928173065 40.140530563890934 789.91699440777302 296767.334581075 236.42550806701183 1658.4875645488501 568.69797568768263 16748.71902423352 1082.9117959141731 322.81886485219002 leaf_count=29266 82 87 96 326 168 136 74 77 1257 758 163 187 224 215 115 115 63 196 66 517 88 194 3715 1280380 954 6987 2683 75843 4672 1616 internal_value=-1.93822e-05 -1.27838e-05 0.00222017 0.00264798 0.00190283 0.00260575 -0.000988743 -0.00531269 0.00463483 0.00347144 0.00653653 0.00959567 -0.00244074 0.00221162 -0.0089906 0.00517465 -0.00771545 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1.0000000180025095e-35 13836.183105468752 11087.062988281252 75297.019531250015 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 23484.753906250004 16543.466796875004 28492.581054687504 29455.711914062504 17012.167968750004 15804.419433593752 22009.412109375004 31791.298828125004 47554.107421875007 43957.078125000007 32790.857421875007 -1.0000000180025095e-35 39196.445312500007 16176.651367187502 94.500000000000014 33.500000000000007 92.500000000000014 32790.857421875007 73.500000000000014 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 10 7 -1 9 -9 11 15 -12 -14 -13 -5 -16 -15 19 20 -19 22 -22 -17 25 -2 27 28 29 -27 right_child=24 2 -4 5 -6 -7 -8 8 -10 -11 12 14 13 17 16 23 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.03007064143965904 -2.4956711065137651e-05 0.017247677242996102 -0.0024007192340660581 0.009407888356618618 -0.020140394623765039 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3.4404393415898085 7.5590723305940619 995.14311747439206 318.70532616227865 19.212696492671967 73.642570078372955 38.094393171370029 565.44308996200562 leaf_count=3860 1380343 11409 402 524 1448 423 363 149 78 401 436 167 47 80 342 178 87 125 728 540 55 51 80 85 4662 1353 96 326 168 2314 internal_value=-1.88048e-05 0.00242991 0.0118335 -0.00302627 -0.00979266 0.0009113 0.00712464 -0.000212691 -0.0067142 -0.0245832 0.00387223 0.0112086 -4.54792e-05 0.00587054 0.0325081 -0.00254331 0.0145678 0.00136378 -0.000742808 -0.00808238 0.0047017 0.0185545 -0.0182832 -0.019948 -2.45339e-05 -1.81357e-05 0.00215545 0.00257069 0.00184688 0.00252895 internal_weight=326244 761.517 279.612 481.905 177.274 304.631 67.2798 51.175 42.1302 23.0073 268.352 93.4174 174.934 138.245 36.6508 56.7665 22.9707 130.639 120.378 66.9656 22.6691 11.4694 6.01328 23.1104 325483 324487 1015.1 995.885 922.243 884.148 internal_count=1411320 22058 11811 10247 6299 3948 4851 4488 628 550 3525 1383 2142 1706 596 787 429 1659 1579 851 311 186 135 263 1389262 1384600 4257 4161 3835 3667 is_linear=0 shrinkage=0.03 Tree=299 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 2 2 0 1 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 0 1 0 2 1 0 split_gain=4.81533 41.3582 23.0862 13.5078 32.7734 20.6941 12.4145 10.7715 16.6078 10.4693 8.08549 28.4818 24.3313 49.1662 19.9475 12.5193 12.4655 7.05709 8.46636 5.92122 17.3943 4.7912 11.157 4.74546 4.54275 5.03214 9.51649 6.86105 10.4355 6.347 threshold=1.5000000000000002 94494.871093750015 1.0000000180025095e-35 13836.183105468752 11087.062988281252 75297.019531250015 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 23484.753906250004 16543.466796875004 28492.581054687504 29455.711914062504 17012.167968750004 22009.412109375004 15804.419433593752 31791.298828125004 47554.107421875007 45473.716796875007 1.0000000180025095e-35 13578.460937500002 11333.392578125002 16176.651367187502 94.500000000000014 33.500000000000007 92.500000000000014 32790.857421875007 73.500000000000014 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 6 10 7 -1 9 -9 11 16 -12 -14 -13 -16 -5 -15 19 -19 -21 22 -6 -18 25 -2 27 28 29 -27 right_child=24 2 -4 5 21 -7 -8 8 -10 -11 12 14 13 17 15 -17 23 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030068550106805019 -2.4208057501150189e-05 0.017014681411015583 -0.0023314242917718644 0.0091153014078617679 -0.03293834996850286 -0.020417249613887835 0.030266907172665943 0.022766962988235297 0.014311971921908308 -0.032006396808761085 -0.021937206439232089 0.05979051744954042 0.078931284332658766 0.025110503486003341 0.0033068521225670619 0.059435180946917202 -0.029226004659904319 0.00022613310378600583 0.0081997965515085338 -0.032381979326079648 0.017519475932467016 -0.023716922327665556 0.0039429761485742015 -0.00015935357232661448 -0.0020477576484456512 -0.00093213842050480795 -0.018863719990933732 0.011320977292435291 -0.013606852926001176 0.0043620399762150487 leaf_weight=8.7781742808874679 323472.42687996477 199.22863589134067 76.959191091358662 33.693756690248847 11.79062405973673 36.179964290931821 15.716815792024134 3.7332195062190321 19.161138832569122 19.78635660931468 36.243979550898075 13.897018657065926 7.7812621220946303 10.335268363356588 18.410618608817462 4.4387908205389968 15.263838194310667 37.196894906461239 53.448222036473453 21.297683089971542 8.9196012169122714 77.524118460714817 19.742895098403096 7.5582849010825148 995.01027958467603 318.69790181517601 19.135873936116695 73.419106379151344 37.976690612733364 565.32422818243504 leaf_count=3860 1380343 11409 402 524 106 423 363 149 78 401 436 167 47 80 342 87 178 525 728 216 110 1038 304 85 4662 1353 96 326 168 2314 internal_value=-1.82393e-05 0.00237154 0.0116239 -0.00294226 -0.00955306 0.000881749 0.00693084 -0.00019657 -0.00642122 -0.0233123 0.00375191 0.0108879 -4.6234e-05 0.00566266 0.0314483 0.0142105 -0.00248031 0.00131714 -0.000717497 -0.00778743 -0.017652 -0.0197066 -0.00984723 -0.0195996 -2.3798e-05 -1.75917e-05 0.00209191 0.00249476 0.00179193 0.00245344 internal_weight=326239 757.086 276.188 480.899 176.233 304.665 67.1757 51.4589 42.6807 23.5196 268.485 93.2623 175.223 138.979 36.7464 22.8494 56.5159 131.198 120.862 67.4142 30.2173 109.058 31.5335 22.8221 325482 324487 1014.55 995.418 921.999 884.022 internal_count=1411320 22058 11811 10247 6299 3948 4851 4488 628 550 3525 1383 2142 1706 596 429 787 1659 1579 851 326 1448 410 263 1389262 1384600 4257 4161 3835 3667 is_linear=0 shrinkage=0.03 Tree=300 num_leaves=31 num_cat=0 split_feature=0 2 0 2 3 1 1 1 0 0 0 1 0 1 1 2 0 2 0 0 2 0 0 2 0 2 0 2 0 0 split_gain=9.19174 33.9036 34.8253 61.444 33.0517 29.667 23.0844 31.6042 27.9081 26.6855 75.9751 92.0279 22.4842 21.5546 21.4503 21.3343 30.028 38.3511 37.8361 27.7534 57.3737 66.1351 37.2789 27.5726 56.0472 37.8564 36.7403 34.3873 31.3489 29.8717 threshold=49.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 7.7119998931884775 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 61.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 -7.4999999999999991 -5.4999999999999991 3093.6569824218755 58.500000000000007 3383.5720214843755 54.500000000000007 63.500000000000007 3383.5720214843755 60.500000000000007 67.500000000000014 1126.780944824219 87.500000000000014 1395.3037719726565 79.500000000000014 937.66867065429699 60.500000000000007 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 15 6 -6 7 9 -9 -5 11 14 -13 -12 -11 23 17 -17 -19 20 -18 -22 -21 24 26 28 27 -4 -25 -27 right_child=1 -3 3 4 5 -7 -8 8 -10 10 13 12 -14 -15 -16 16 19 18 -20 22 21 -23 -24 25 -26 29 -28 -29 -30 -31 leaf_value=-5.4467817759901433e-05 0.0015029294186598686 0.0010852876427543607 0.0003323915519179783 -0.0066299296099738619 -0.0032683865116699936 0.020597040434352676 -0.014468918081080678 0.0048220630126040555 -0.0052404773076386683 -0.0056737007950038339 -0.02196591317041556 -0.011169365695153767 0.0035693582808202697 -0.004541621141396935 0.01740260572413329 0.0099665863825234725 -0.00785504623611381 0.0089885468647075192 -0.019860652271363955 0.011742720952981777 0.012403888274472072 -0.0040829162446300816 -0.00037530067699690273 -0.013802420731274759 0.012781707437013529 0.0006732628017186409 -0.0034182173170848739 0.0070127398908002353 -0.0032540294107777381 -0.0024488717326194491 leaf_weight=236805.00913500041 9728.6545476987958 31990.118569438346 21809.968526005745 2213.4230261743069 88.872657343745232 99.21170324832201 166.28909212350845 740.98603534698486 372.89539065957069 40.024243474006653 65.680546432733536 224.12244169414043 159.41143228113651 2351.33509285748 384.74941556155682 722.20734688639641 752.70533911883831 78.211788237094879 85.798830702900887 393.25659500062466 401.75409737229347 481.33141247928143 545.27406096458435 364.71624231338501 321.46560569107533 5648.3762000054121 2322.450788885355 716.26940460503101 832.0280753672123 5389.7976366728544 leaf_count=1029814 44037 133053 92494 11457 377 484 962 3932 1734 186 295 1209 738 10140 1581 2943 3070 325 349 1607 1639 1963 2285 1536 1402 23203 9996 3011 3539 22255 internal_value=4.34156e-05 0.000302427 -0.000133108 -0.000466279 -0.00308329 0.00932027 -0.00343051 -0.00315038 0.00145341 -0.00409326 -0.00235243 0.00560956 -0.00504339 -0.00501511 0.0152282 -2.3958e-05 0.00222963 0.00699256 -0.00610333 0.000589982 -0.00176945 0.00341765 0.00470231 -0.00023245 0.000335425 -0.0014007 0.000174408 0.000544807 -0.00646873 -0.000851235 internal_weight=326296 89491.4 57501.3 47772.6 6907 188.084 6718.92 6552.63 1113.88 5438.75 3225.32 808.308 383.534 2417.02 424.774 40865.6 3460.54 886.218 164.011 2574.32 1635.79 883.086 938.531 37405.1 25170.2 12234.9 24848.7 22526.2 1196.74 11038.2 internal_count=1411616 381802 248749 204712 33095 861 32234 31272 5666 25606 14149 3714 1947 10435 1767 171617 14181 3617 674 10564 6672 3602 3892 157436 106903 50533 105501 95505 5075 45458 is_linear=0 shrinkage=0.03 Tree=301 num_leaves=31 num_cat=0 split_feature=0 2 0 2 3 1 1 1 0 0 0 1 0 1 2 0 2 0 0 2 0 0 2 0 2 0 0 0 2 0 split_gain=8.64911 31.9034 32.7714 57.8784 31.0365 27.6207 21.9743 29.7924 26.2403 25.1984 71.5545 86.7974 21.2938 20.2798 20.0791 28.2653 36.1058 35.5767 26.1202 53.9809 62.2879 35.1076 25.9454 52.7314 35.7845 34.5822 33.2755 47.127 41.5485 44.9696 threshold=49.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 7.7119998931884775 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 61.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 -5.4999999999999991 3093.6569824218755 58.500000000000007 3383.5720214843755 54.500000000000007 63.500000000000007 3383.5720214843755 60.500000000000007 67.500000000000014 1126.780944824219 87.500000000000014 1768.4891357421877 79.500000000000014 80.500000000000014 66.500000000000014 2243.352905273438 58.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 14 6 -6 7 9 -9 -5 11 13 -13 -11 22 16 -16 -18 19 -17 -21 -20 23 25 -24 -4 27 28 29 -26 right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12 12 -14 -15 15 18 17 -19 21 20 -22 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=-5.2833735702171947e-05 0.0014579551633658538 0.0010528233630462654 0.00052843616009596412 -0.0064433665091429906 -0.0031679531841878614 0.019809698536872616 -0.014142448459562374 0.0046667149215564368 -0.0050928937082552316 -0.0054917845928164405 -0.0048659679586430292 -0.010897073259094503 0.0034576668082150217 0.016927688266816749 0.0096728524823675634 -0.0076183598490425939 0.008716993438159874 -0.01925145831898202 0.011398087155048316 0.012044058017392131 -0.0039602568797093762 -0.00036405027455361984 -0.0045850845565523568 0.012397505601254412 0.001658833334414781 -0.0033172311194994519 0.0065396441890939608 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45.5861 94.7569 61.5061 29.5485 28.8875 28.1383 threshold=49.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 7.7119998931884775 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 61.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 -7.4999999999999991 -5.4999999999999991 3152.5231933593755 1126.780944824219 87.500000000000014 1395.3037719726565 79.500000000000014 937.66867065429699 56.500000000000007 2928.0368652343755 80.500000000000014 65.500000000000014 2510.8642578125005 59.500000000000007 60.500000000000007 72.500000000000014 1248.5628051757815 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 15 6 -6 7 9 -9 -5 11 14 -13 -12 -11 16 17 19 27 20 -4 22 -20 24 25 -23 -27 -18 -26 -29 right_child=1 -3 3 4 5 -7 -8 8 -10 10 13 12 -14 -15 -16 -17 18 -19 21 -21 -22 23 -24 -25 28 26 -28 29 -30 -31 leaf_value=-5.1248647294157593e-05 0.0014143247667868942 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321.48418852686882 5240.2571532130241 2320.3206748366356 716.65487544238567 1261.1659774184227 484.50692574679852 797.80114068090916 719.69629204273224 1364.9505670815706 925.39280736446381 404.26303666830063 674.73730881512165 427.08795571327209 leaf_count=1029814 44037 133053 92494 11457 377 484 962 3932 1734 186 295 1209 738 10140 1581 12413 1536 1402 21516 9996 3011 5170 2001 3414 2986 5559 3776 1723 2804 1816 internal_value=4.0847e-05 0.000284609 -0.000125314 -0.000438916 -0.0029068 0.00868569 -0.00323506 -0.00296988 0.00136487 -0.0038615 -0.00221741 0.00530491 -0.00477263 -0.00472224 0.0143963 -2.25427e-05 -0.000205752 0.000315593 -0.00124194 0.000164094 0.000512556 -0.000730986 0.000805792 -0.00226268 -0.00327357 -0.00146887 -0.00510514 -0.00614318 -0.00787 -0.00302141 internal_weight=326273 89467.6 57483.1 47755.9 6894.08 189.843 6704.24 6540.42 1115.79 5424.62 3219.45 804.235 381.43 2415.21 422.805 40861.8 37834.4 25170.3 12664.1 24848.8 22528.5 11468.5 5724.76 5743.74 4945.94 3551.51 2290.34 1195.6 1394.43 831.351 internal_count=1411616 381802 248749 204712 33095 861 32234 31272 5666 25606 14149 3714 1947 10435 1767 171617 159204 106903 52301 105501 95505 47226 23517 23709 20295 14505 9335 5075 5790 3539 is_linear=0 shrinkage=0.03 Tree=303 num_leaves=31 num_cat=0 split_feature=0 2 0 2 3 1 1 1 1 0 0 1 0 1 2 0 1 0 2 0 2 2 0 0 1 2 0 2 0 0 split_gain=7.65793 28.25 29.0199 51.3593 27.3799 23.9848 19.8993 26.4753 24.257 22.4555 63.4806 77.2265 19.0926 18.6137 18.4986 63.2139 36.3067 34.0229 24.7137 39.0839 34.3531 24.0798 23.8509 24.7098 18.1304 17.9684 26.719 34.1342 33.4599 24.5969 threshold=49.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 7.7119998931884775 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 3.5000000000000004 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 -7.4999999999999991 6113.6403808593759 75.500000000000014 -21.499999999999996 51.500000000000007 64691.324218750007 90.500000000000014 61082.773437500007 13836.183105468752 55.500000000000007 72.500000000000014 -5.4999999999999991 3093.6569824218755 58.500000000000007 3383.5720214843755 54.500000000000007 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 25 6 -6 7 9 -9 -5 11 24 -13 -12 15 17 -16 -3 19 -18 21 -21 -20 -24 -11 -4 27 -27 -29 -28 right_child=1 14 3 4 5 -7 -8 8 -10 10 13 12 -14 -15 16 -17 18 -19 22 20 -22 -23 23 -25 -26 26 29 28 -30 -31 leaf_value=-4.9711021209280899e-05 0.0013719981167107382 -0.0035790348643885603 -0.00021318058985162576 -0.0060850900623732763 -0.0029764970610555493 0.018350654685829793 -0.01350716684886229 0.0041309310411073077 -0.0056389810491459975 -0.0051465065594380917 -0.020210978273133125 -0.010369251172824801 0.003245115096470319 -0.0041378939715937058 0.028208107354064586 -0.0052471042134716577 0.00043313768199475873 0.0041267343733249473 -0.011007664491239357 0.0046403903634571622 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internal_value=3.96199e-05 0.000276095 -0.000121592 -0.000425845 -0.00282224 0.00838799 -0.00314137 -0.0028834 0.00132272 -0.00375032 -0.00215265 0.00515893 -0.0046424 -0.00458181 0.000990773 0.00235056 0.000607941 0.00341633 0.000560501 0.000148342 -0.00575268 -0.00486031 0.00272665 0.0031191 0.0139987 -2.1873e-05 0.00204696 0.00654186 -0.00580595 0.000500101 internal_weight=326262 89456 57474.1 47747.6 6887.92 190.658 6697.26 6534.63 1116.69 5417.94 3216.74 802.196 380.409 2414.55 31981.9 7026.02 24955.8 6161.68 24913 20930.5 963.642 940.304 3982.51 3871.87 421.787 40859.7 3458.54 885.481 164.14 2573.05 internal_count=1411616 381802 248749 204712 33095 861 32234 31272 5666 25606 14149 3714 1947 10435 133053 28970 104083 25398 103767 86216 4161 4060 17551 17095 1767 171617 14181 3617 674 10564 is_linear=0 shrinkage=0.03 Tree=304 num_leaves=31 num_cat=0 split_feature=0 2 0 2 3 1 1 1 0 0 0 1 0 0 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 1 split_gain=7.20635 26.5869 27.3079 48.3804 25.7215 22.3689 18.994 33.5732 21.3316 21.1973 59.7883 72.8502 18.076 17.8071 34.1151 95.2036 52.7991 28.7821 39.0527 28.0241 44.6023 34.5769 27.9883 27.6558 39.9515 36.6407 44.7559 28.401 25.0865 27.1191 threshold=49.500000000000007 3755.7348632812505 51.500000000000007 3673.091186523438 7.7119998931884775 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 61.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 45.500000000000007 269.37811279296881 1126.780944824219 181.1947937011719 736.05068969726574 417.75494384765631 2817.958129882813 2343.383422851563 13578.460937500002 2.5000000000000004 1443.1333007812502 1248.5628051757815 1707.8798828125002 1864.7654418945315 -3.4999999999999996 1006.7319946289064 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 -2 -4 6 -6 7 9 -9 -5 11 -11 -13 -1 16 17 -15 18 -16 20 23 -21 -22 24 -17 -25 -27 -28 -19 -30 right_child=1 -3 3 4 5 -7 -8 8 -10 10 -12 12 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2413.8699491173029 219.2028968334198 160.20682568848133 4038.8019960671663 638.23772851377726 223.72326146066189 1661.6698586195707 881.38742158561945 766.51022383570671 6207.0312068834901 1690.911532714963 1220.3226765692234 306.32245762646198 373.1603918671608 111.40022917091846 574.4910259693861 254.58374947309494 1733.9097047150135 396.65805107355118 82.106791540980339 leaf_count=937953 44037 133053 171617 11457 377 484 1634 3570 1424 1767 10435 1209 738 17440 3033 962 6945 4155 3393 27685 7023 5005 1233 1609 477 2379 1283 7013 1738 488 internal_value=3.84324e-05 0.000267852 -0.000117973 -0.000413148 -0.00274025 0.00810238 -0.0030505 -0.00271223 0.00236143 -0.00364229 -0.00208979 0.00501699 -0.00451551 -4.82197e-05 -0.000878682 -0.0016101 0.00110506 -0.00665466 -0.00364279 -0.000511494 0.00116202 -0.00169858 0.00469467 -0.000994793 0.00716995 -0.00192669 -0.000647934 -0.00277878 -0.00976529 -0.00423727 internal_weight=326249 89442.3 57466.2 47740.4 6881.49 191.433 6690.06 6403.3 991.957 5411.34 3214.03 800.161 379.41 236807 21161.2 15460.8 5700.47 2764.9 1404.75 12695.9 5268.5 7427.35 1997.23 3271.27 335.123 2936.14 2562.98 1988.49 1360.15 478.765 internal_count=1411616 381802 248749 204712 33095 861 32234 30600 4994 25606 14149 3714 1947 1029814 91861 67476 24385 12807 6426 54669 21979 32690 8256 13723 1439 12284 10675 8296 6381 2226 is_linear=0 shrinkage=0.03 Tree=305 num_leaves=31 num_cat=0 split_feature=1 2 2 3 3 2 2 3 3 1 0 0 2 3 2 0 2 0 1 1 2 3 2 2 0 1 3 1 1 1 split_gain=8.48985 6.15603 5.21086 18.2402 29.1113 46.1462 17.1848 76.4048 63.0088 41.359 30.6939 25.2684 24.9201 23.0887 37.2288 34.3557 29.3805 47.4734 31.03 32.7563 27.5717 21.2605 63.8085 44.832 34.6177 19.9419 22.3443 19.5359 20.4781 25.2749 threshold=-54.499999999999993 72035.476562500015 431.66661071777349 7.0125000476837167 3.653500080108643 325.14366149902349 317.43702697753912 1.469500005245209 2.3904999494552617 -1.4999999999999998 55.500000000000007 69.500000000000014 294.42443847656256 1.469500005245209 215.8664245605469 54.500000000000007 210.22515869140628 67.500000000000014 -2.4999999999999996 1.0000000180025095e-35 257.27976989746099 1.247500002384186 202.10085296630862 169.44351196289065 43.500000000000007 1.0000000180025095e-35 2.9229999780654912 7.5000000000000009 1.0000000180025095e-35 -5.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 -6 12 10 9 -9 -8 -11 13 14 21 -16 25 -18 -19 -20 -17 23 -23 -2 -24 26 -15 28 29 -25 right_child=2 -3 -4 -5 5 -7 7 8 -10 11 -12 -13 -14 16 15 20 17 18 19 -21 -22 22 24 27 -26 -27 -28 -29 -30 -31 leaf_value=0.0051805500872318267 -0.00066250501273821551 0.028501601662495522 3.3776840958564846e-05 -0.00726731284702079 0.00022305260357797791 0.0096339957041152741 -0.010466319275987514 -0.0035664710327836893 -0.0025284172558277004 0.0039875923946544531 0.0055419375022969751 -0.0050156748123297021 0.0024193442053598718 0.0013609861740627479 0.0010602656624285032 0.0055201585647146646 -0.0022842885454057884 -0.028910182872185074 0.023073488299455273 0.0023860556791338874 0.018863881101581128 -0.00088553041457126364 -0.019611092694565364 0.010617217438508374 0.0043368074408653493 -0.0011179892190649765 0.008982341711704353 -0.0092550234830995181 0.0054532413806976142 0.00011561647401846537 leaf_weight=31.016500084660947 9231.4923847317696 15.169155625160782 266175.05701741762 333.98247747123241 1500.7558539956808 682.05223301053047 1014.7760111913085 983.9513386040926 6616.3749117553234 3681.8778115212917 120.60896433889866 303.69836071133614 3301.1523139923811 2340.7302728965878 2322.3896653801203 1010.4960794150829 11418.772874101996 17.404199197888374 133.41158631443977 142.42219324409962 161.66014283895493 6712.5360015258193 255.17064307630062 231.79618036746979 69.020053684711456 2773.3514375239611 406.31014373898506 113.32003799825907 2113.4008690863848 1872.4628223031759 leaf_count=380 39717 563 1155020 1637 6736 3109 4398 4108 27769 15520 508 1298 13904 9725 9968 4163 48198 73 536 631 659 28837 1135 1141 302 12183 1720 709 8847 7576 internal_value=-2.12793e-05 0.0128401 -2.31012e-05 -0.000275994 -0.000236771 0.00316365 -0.000366198 -0.00133887 -0.000611054 0.0019417 -0.0087658 0.00330155 -8.89315e-05 -0.000289294 0.0003104 0.00317351 -0.00112776 -0.00197821 0.00994052 0.0123919 0.00736048 -0.000175312 -0.00151335 0.000518911 -0.0145126 0.000676536 0.00248825 0.0030371 0.00336737 0.00127243 internal_weight=326087 46.1857 326040 59865.4 59531.4 2182.81 57348.6 12721.3 11585.9 4969.53 1135.38 3985.58 44627.3 41326.1 24093.7 3494.55 17232.4 11712 293.238 275.834 1172.16 20599.2 7036.73 13562.5 324.191 5520.39 2747.04 4330.98 4217.66 2104.26 internal_count=1411070 943 1410127 255107 253470 9845 243625 53601 48695 20926 4906 16818 190024 176120 103054 14790 73066 49438 1240 1167 4822 88264 30274 57990 1437 23628 11445 18273 17564 8717 is_linear=0 shrinkage=0.03 Tree=306 num_leaves=31 num_cat=0 split_feature=1 2 2 2 0 0 2 1 1 2 0 2 0 2 0 0 0 1 2 2 1 1 1 2 0 2 2 2 1 0 split_gain=8.07893 6.03266 4.90435 13.3361 29.6742 84.6615 38.1642 51.0715 34.6123 44.2858 34.0303 31.2933 60.1178 37.2024 30.2783 50.0835 28.4357 27.8374 27.3853 36.135 29.1335 25.2553 25.0867 25.7522 24.7454 92.0385 50.2536 46.544 33.054 30.4285 threshold=-54.499999999999993 72035.476562500015 558.56738281250011 3673.091186523438 45.500000000000007 37.500000000000007 1768.4891357421877 -6.4999999999999991 2.5000000000000004 2770.7851562500005 44.500000000000007 1768.4891357421877 48.500000000000007 1006.7319946289064 80.500000000000014 67.500000000000014 62.500000000000007 1.0000000180025095e-35 1443.1333007812502 1248.5628051757815 2.5000000000000004 -36.499999999999993 23.500000000000004 937.66867065429699 27.500000000000004 2928.0368652343755 2385.3286132812505 2152.199340820313 2.5000000000000004 18.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 24 10 -8 -9 -10 22 12 13 -6 15 16 21 -15 19 20 -19 -13 23 -7 26 27 -4 -26 29 -28 right_child=2 -3 3 -5 11 6 7 8 9 -11 -12 14 -14 17 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.0050465195755203304 -0.00024034886038923196 0.028338817462348072 0.00099857453862060267 -0.0001120804443396062 -0.010976780392932572 0.002858744125268244 0.011417323481005435 0.00025388535424191924 -2.8414789874588621e-05 0.010558277222665452 -0.00060352941800223949 -0.031945936696569185 -0.00062987513089499429 0.0021975354629965964 0.0061334987333200395 -0.0062461964020080751 0.0050627543125628689 0.0014176937055810884 -0.015250846535583517 0.024042888953722349 -0.018350258902798657 0.00020973635643043118 -0.020224037085857127 0.0079907016060617557 -0.0022585512155594402 0.0034429076152387148 -7.2216509543002668e-05 -0.0094357494723201745 -0.011542154938232121 -0.0056011091828417677 leaf_weight=30.887052483856678 72317.04412984103 14.804127062670885 24921.723797213286 170619.08528821729 879.33696188032627 1310.6662295907736 456.66927103698254 7031.6869887411594 695.59345649182796 727.6084076911211 823.26900853216648 22.010879084467888 9487.6451228410006 536.02881076931953 780.46899923682213 1055.9546504318714 1139.3048676401377 189.13782346248627 232.35870257019997 42.37498739361763 103.98973441123962 17146.516466230154 32.342074796557426 2678.3004592955112 4714.607025295496 2464.1258603110909 3043.1361508518457 982.69892311096191 330.64029610157013 1269.6443252116442 leaf_count=380 307848 563 109295 748705 4110 5445 2664 28986 2798 2925 3407 107 40232 2183 3329 4382 4643 894 1008 184 595 70605 151 11220 19770 10292 13494 4086 1478 5291 internal_value=-2.06421e-05 0.0125933 -2.24099e-05 3.97093e-05 0.000351369 0.000795624 0.00281032 0.00164525 0.00111743 0.00538401 0.00495346 -0.000372066 -0.00162283 -0.0063731 0.000340167 0.000106664 0.000473082 -0.00270589 -0.00733445 -0.00185179 -0.00559517 0.000168511 0.00609112 0.00630448 6.10125e-05 -0.00140134 0.000464693 -0.00349651 -0.0024007 -0.00169987 internal_weight=326080 45.6912 326034 253717 83097.8 51482.7 13756.1 8911.56 8454.89 1423.2 4844.58 31615.1 11470.9 1983.23 20144.3 19363.8 18307.8 1103.89 567.861 335.503 293.128 17168.5 4021.31 3988.97 37726.6 8161.43 29565.1 5697.31 4643.42 4312.78 internal_count=1411070 943 1410127 1102279 353574 221302 57596 37373 34709 5723 20223 132272 49206 8974 83066 79737 75355 4864 2681 1673 1489 70712 16816 16665 163706 34148 129558 23856 20263 18785 is_linear=0 shrinkage=0.03 Tree=307 num_leaves=31 num_cat=0 split_feature=1 2 2 3 0 2 0 2 1 0 0 2 2 0 1 0 1 0 1 2 0 2 2 2 2 1 0 0 0 2 split_gain=7.68656 5.90996 4.64577 17.1637 27.6018 34.552 15.3194 40.1483 22.7418 27.4168 21.8527 34.2117 17.1803 14.6274 14.5428 14.3656 41.2596 27.3503 24.6985 15.8001 24.7285 40.6614 23.6344 25.578 18.6496 18.5893 17.201 16.1936 15.3711 20.6755 threshold=-54.499999999999993 72035.476562500015 431.66661071777349 7.0125000476837167 21.500000000000004 352.49255371093756 29.500000000000004 396.72427368164068 1.0000000180025095e-35 27.500000000000004 31.500000000000004 389.27586364746099 161.39817047119143 20.500000000000004 1.0000000180025095e-35 44.500000000000007 -2.4999999999999996 39.500000000000007 2.5000000000000004 173.86003112792972 38.500000000000007 342.01971435546881 202.10085296630862 294.42443847656256 282.07974243164068 -1.4999999999999998 36.500000000000007 43.500000000000007 36.500000000000007 219.02408599853518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 7 8 9 -6 11 -8 -10 -7 -13 16 17 -12 19 26 22 24 -21 28 -22 -26 -18 -27 -24 -30 right_child=2 -3 -4 -5 6 13 10 -9 12 -11 15 14 -14 -15 -16 -17 18 -19 -20 20 21 -23 23 -25 25 27 -28 -29 29 -31 leaf_value=0.0049154389153806344 0.0011842376828122231 0.028175800476180839 3.1965248800754152e-05 -0.0070427364727280598 0.0039194492657839038 0.0091157247786306204 0.00092038495498972001 -0.0056446910248918502 -0.0098041303204976209 -0.0018989189034589599 -0.0078647507670250617 0.0046496375432816045 -0.0016376564916452516 0.027920938026476123 0.015104741048977041 0.00013196940959115969 -0.0014902865750276988 -0.00092481554892576969 -0.003677955857450026 0.01371829451735882 -0.001483273124541944 -0.010837255032519042 -0.0015989065917409045 0.0035232920876712009 0.023877684711844826 0.0068613880091560678 0.0052768424773331542 -0.009645830648376482 -0.027343110553764316 0.0021553621477084298 leaf_weight=30.761337934993207 1459.2212023511529 14.448470075614749 266162.77967445692 333.95196298509836 1682.7295785993338 374.96004498749971 2379.6650074273348 1711.5570457279682 257.97505937516689 1285.8510373085737 1200.8875803127885 247.67284908890724 2289.3145232945681 41.329862050712109 231.80661517381668 27833.299264825881 522.58388678729534 889.75665853917599 1907.2944949492812 125.65203909575939 6000.5631071478128 410.42073604464531 3607.250487729907 1969.720174819231 44.135788813233376 230.07705709338188 957.36632733047009 69.68520699441433 21.645730957388878 1771.9085974097252 leaf_count=380 6530 563 1155020 1637 6944 1767 9985 7194 1139 5253 5131 1021 9907 176 1013 119010 2196 3857 9860 519 24621 1680 14821 8084 179 947 4019 283 89 7245 internal_value=-2.00246e-05 0.0123491 -2.17399e-05 -0.000260542 -0.000222492 0.00335912 -0.000339014 -0.00163072 -0.000385195 0.0013992 -0.00015386 0.00239343 -0.00246471 0.0109827 0.00970421 -0.000306988 -0.000926262 -0.00491119 -0.000453934 -6.304e-05 -0.000369429 -0.00168589 0.000816845 0.000596903 -0.00109389 0.00570034 0.00288731 0.00302398 -0.000470377 0.00179936 internal_weight=326066 45.2098 326021 59858.3 59524.3 1875.51 57648.8 7227.43 5515.87 2968.58 50421.4 2859.14 2547.29 416.29 479.479 47562.2 19728.9 2090.64 17638.3 15731 14251.1 6754.88 7496.18 7370.52 6344.46 343.898 1479.95 299.762 5400.8 1793.55 internal_count=1411070 943 1410127 255107 253470 8473 244997 30437 23243 12197 214560 12019 11046 1943 2034 202541 83531 8988 74543 64683 58468 27710 30758 30239 26030 1409 6215 1230 22155 7334 is_linear=0 shrinkage=0.03 Tree=308 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 0 2 2 2 2 0 2 0 2 0 1 2 0 2 0 2 0 0 2 0 2 0 2 2 0 split_gain=7.31197 5.78797 4.52501 26.2851 32.1495 25.0401 35.1758 27.1469 24.6071 32.0582 24.1449 19.3335 33.1259 28.132 59.2852 22.7753 20.7156 35.5995 57.82 40.1992 37.8609 68.6696 114.058 83.1926 46.5114 31.0023 29.9747 36.5906 29.0916 64.4187 threshold=-54.499999999999993 72035.476562500015 50.500000000000007 55938.710937500007 55.500000000000007 58.500000000000007 10857.155761718752 17918.074218750004 249.24568176269534 199.21649169921878 97.500000000000014 15066.298339843752 69.500000000000014 17012.167968750004 75.500000000000014 -11.499999999999998 3755.7348632812505 81.500000000000014 8998.0522460937518 85.500000000000014 8226.4770507812518 73.500000000000014 65.500000000000014 12127.694824218752 77.500000000000014 7188.3642578125009 61.500000000000007 9879.8374023437518 679.17321777343761 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 5 -5 6 -4 -8 9 -7 -6 16 -13 14 -14 -15 28 20 19 -19 24 22 23 26 -18 -26 27 -22 29 -10 right_child=2 -3 3 4 10 8 7 -9 11 -11 -12 12 13 15 -16 -17 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0047872679568681147 -8.6829363376388161e-05 0.0280124538614809 0.00033582313646407573 -0.013605095625422512 0.0031093831904127228 0.00065847206857632702 0.0060436895769102788 0.00066675980910795832 0.0051605834198380886 -0.0049081510866460908 -0.011596303938789266 0.00072624808257477913 -0.029277240280228978 0.033086061633078256 -0.00363855467389418 -0.002644196956372039 0.0039955883762118798 -0.014373883776181959 0.0013816985716352131 -0.0017614875758080917 -0.0093381855958088074 0.0063649481169161751 -0.015414746124941691 0.011222759969719314 -0.0096476468039900336 0.0025423271776351319 -0.01148239601295154 0.010680992679770126 -0.0013341576646017776 -0.00063857296988567591 leaf_weight=30.639253489673138 242215.91406927654 14.101985877379773 30386.518580630422 110.55113761126995 4373.707792840898 1543.1711221635342 1825.035282894969 1573.8191059604287 2338.978134572506 2347.5465143620968 102.84695450589061 3265.5003058984876 112.75146181881428 16.120712026953697 289.79495318233967 3994.0167343020439 6075.1711062043905 456.49614983797073 1600.4511540159583 453.27066406607628 158.44200098514557 746.07007323205471 575.62201482057571 437.96659851074219 398.65837207436562 354.96314889192581 359.92700789868832 170.6990117430687 13176.805411368608 6556.249062359333 leaf_count=380 1054549 563 131352 456 19029 6717 7544 6591 9793 10114 646 13556 459 100 1197 16465 24701 1858 6595 1934 644 3028 2331 1786 1615 1439 1458 693 55735 27742 internal_value=-1.94243e-05 0.0121076 -2.10886e-05 0.000168926 0.00237684 4.10707e-05 0.00065957 0.00355393 -0.000418908 -0.00270027 0.00277153 -0.000205221 -0.00156437 -0.00325949 -0.0108198 -0.00250056 0.000102986 0.00111838 -0.0020511 -0.00809004 0.00197595 -0.00122444 -0.00454996 0.000999121 0.00312357 -0.00390605 -0.00549895 0.00104415 -0.000439293 0.000886301 internal_weight=326062 44.7412 326017 83801.2 4587.11 79214 33785.4 3398.85 45428.7 3890.72 4476.55 41538 7678.18 4412.68 402.546 4010.14 33859.8 11787.7 2510.22 909.767 9277.52 2448.73 1702.66 1127.03 6828.79 753.622 689.068 329.141 22072 8895.23 internal_count=1411070 943 1410127 355578 20131 335447 145487 14135 189960 16831 19675 173129 31777 18221 1656 16565 141352 48082 10387 3792 37695 9940 6912 4581 27755 3054 2795 1337 93270 37535 is_linear=0 shrinkage=0.03 Tree=309 num_leaves=31 num_cat=0 split_feature=1 2 2 3 2 3 2 3 1 0 2 3 3 2 2 3 3 1 1 2 1 3 3 2 2 2 3 2 2 2 split_gain=6.95443 5.66983 4.60311 65.5066 153.391 122.702 84.3315 51.2424 47.347 46.6472 41.5071 93.5435 66.4732 90.0602 43.8514 208.401 57.2076 43.7774 34.0339 33.9513 32.9503 37.8574 31.9276 113.325 105.54 100.844 98.967 43.639 42.998 35.258 threshold=-54.499999999999993 84255.890625000015 5975.3146972656259 2.3904999494552617 10603.448730468752 1.469500005245209 7510.0949707031259 1.1054999828338625 7.5000000000000009 50.500000000000007 10857.155761718752 4.4095001220703134 4.4095001220703134 19525.543945312504 7188.3642578125009 3.0835000276565556 2.7749999761581425 1.0000000180025095e-35 -8.4999999999999982 8055.6518554687509 -2.4999999999999996 3.2575000524520878 7.0125000476837167 16543.466796875004 14427.237304687502 17012.167968750004 5.9049999713897714 12411.391601562502 29455.711914062504 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 5 6 7 -4 -7 -6 11 14 13 17 15 -5 -16 18 -12 -13 -17 -22 23 24 26 -24 29 -28 -25 -14 right_child=2 -3 3 10 9 8 -8 -9 -10 -11 12 19 22 -15 16 20 -18 -19 -20 -21 21 -23 25 28 -26 -27 27 -29 -30 -31 leaf_value=0.0053818100597530808 6.6728348206168586e-05 0.029631688793534682 0.00097038508466115421 0.0069082144620332539 -0.0010318152290495677 -0.0081854622302018759 0.00086340161547960128 -0.0096101201142034607 -0.023333875400126613 0.0016987342064739258 -0.015992112707732053 -0.0039363109907657222 0.0046044666461550416 -0.00076515019340184774 -0.0089263990582570413 0.0040362737784902314 0.0051586581655012941 -0.010822850358792064 -0.0015357824985446061 0.00025712070226196798 0.0003531169247818436 -0.0083254924943830383 -0.0042790372147725559 -0.0075534284279375604 0.011530135545078096 0.00052231523451826383 -0.008010469245824034 0.00070621830253009114 -0.00014749011322720356 0.01384389491310872 leaf_weight=32.438736640848219 203993.37213942385 11.846437445376067 566.8851665109396 2712.2938923165202 15692.838925682008 3278.0159749239683 3631.8451483845711 1507.4529943242669 196.84619933366776 8781.7818072810769 165.57839757949114 2564.8050779923797 2854.9220284000039 12788.074813984334 269.81035514175892 328.71405066549778 6807.8494650125504 1276.9154468476772 1276.5699664503336 5387.9488259833306 608.489720672369 1763.1438045799732 4468.3093687640503 784.32037653028965 1462.9939774349332 33109.941827878822 793.64159458875656 1482.4434081166983 7025.6919312253594 427.3570007532835 leaf_count=414 878217 529 2503 11147 63862 13330 15115 6553 913 36518 704 11133 11832 51935 1108 1515 27989 5130 5205 22816 2457 7127 20994 3184 6208 162459 3328 6237 28820 1788 internal_value=-1.88398e-05 0.0118687 -2.04546e-05 -0.000166213 -0.00129251 -0.00459928 -0.00189285 -0.00671863 -0.0090436 -5.2062e-05 0.000262788 0.00144793 -9.39418e-05 -0.00181936 0.00306723 0.00103456 0.00462172 -0.00677746 -0.00319557 -0.00109528 -0.00486507 -0.00609882 0.000416582 0.00159521 0.00436093 -4.85982e-05 0.00247396 -0.00233318 -0.000891231 0.00580745 internal_weight=326053 44.2852 326009 122015 33655.7 9181.05 5706.18 2074.34 3474.86 24474.6 88359.8 20443.1 67916.8 15507.1 12490.3 5412.64 7077.66 2719.06 1442.15 7952.75 2700.35 2371.63 52409.6 14831.4 7021.36 37578.3 5558.36 2276.09 7810.01 3282.28 internal_count=1411070 943 1410127 531910 138794 38414 24171 9056 14243 100380 393116 85292 307824 62974 51343 22246 29097 11039 5909 33949 11099 9584 244850 61397 29393 183453 23185 9565 32004 13620 is_linear=0 shrinkage=0.03 Tree=310 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 1 2 2 2 2 0 1 2 0 2 1 2 2 1 2 2 1 2 0 2 2 0 3 2 1 split_gain=10.1359 13.324 8.73449 13.1399 34.2661 27.2862 19.5812 16.0726 13.5293 13.1332 10.8555 13.109 11.8368 10.3425 8.61702 8.93052 13.8898 17.1431 17.6737 12.9703 10.5052 8.21806 6.44005 8.95085 9.41339 5.95221 18.3126 9.25024 8.25369 7.57291 threshold=-13.499999999999998 228.54534149169925 13.500000000000002 23.500000000000004 14106.575683593752 -33.499999999999993 19525.543945312504 814.81753540039074 550.44073486328136 89440.765625000015 56.500000000000007 -25.499999999999996 2385.3286132812505 63.500000000000007 1099.1130981445315 -30.499999999999996 24241.001953125004 16543.466796875004 -46.499999999999993 18984.831054687504 8226.4770507812518 -26.499999999999996 9879.8374023437518 20.500000000000004 1099.1130981445315 7353.4816894531259 43.500000000000007 1.1510000228881838 17012.167968750004 -19.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 14 4 7 -6 10 8 -4 -7 25 12 -12 21 -3 16 17 20 -19 -20 -16 -8 23 -9 -25 27 29 -5 -28 -27 right_child=-2 2 3 6 5 9 13 22 -10 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31 leaf_value=0.009752764453029977 -3.3921258624120264e-05 0.02249932412238307 0.011609309338929985 -0.0039670684458677045 0.023036781596778126 -0.015268519775445771 0.02130142491311364 -0.0026607899762296078 -0.020580263414681527 0.004116040107572101 0.00092431792197408282 -0.0021977325628583463 -0.033577292906642138 0.025635073670442078 -0.017022868834937942 0.0056596425292277453 0.0056555456563080597 0.0042979420309593548 -0.058486923833389597 -0.01361615841047349 0.012284638910310839 0.0045259473091732129 0.011982066964374849 0.035114704329843441 0.0061224476191481646 -0.00028788306416258416 0.020063339525343754 0.0042045418413753531 -0.0093814063224466199 -0.014123058755124721 leaf_weight=174.61907710880041 323066.65885919472 22.350167065858841 16.325027227401733 151.14975330233574 20.381276726722717 254.48842041194439 31.76859949529171 123.00264371931553 41.944732919335365 35.892121970653534 13.844198748469351 177.11648170650005 25.312468722462654 33.116349138319492 18.098673758562654 484.28070190036669 93.5773098715581 11.218487107194958 15.028866336680951 9.4392968565225583 28.094166310504079 152.1854786798358 97.828327804803848 11.389798104763029 87.590655669569969 61.422873690724373 36.351055234670639 711.80480601638556 11.210137456655501 84.718798071146011 leaf_count=954 1393410 156 85 796 126 1062 182 673 219 148 65 855 122 222 149 3599 1538 122 99 62 227 672 588 60 482 299 192 3837 60 357 internal_value=-1.77088e-05 0.00170774 0.00121671 0.000289252 -0.00313715 -0.0105174 0.00187331 0.00292902 -0.0115619 -0.0128725 0.000453124 -0.00567053 -0.0213789 0.0102015 0.00417935 0.00355872 -0.00224008 -0.0112637 -0.0268813 -0.0411767 0.000801755 0.00742305 0.00556928 0.00274316 0.00945862 0.00170649 -0.00304598 0.00277325 0.0131232 -0.00830818 internal_weight=326102 3035.55 2860.93 2178.84 688.843 310.762 1490 378.081 58.2698 290.381 1272.93 216.273 39.1567 217.07 682.088 659.738 175.457 81.8795 35.6867 24.4682 46.1928 183.954 319.811 221.983 98.9805 1056.66 193.703 862.955 47.5612 146.142 internal_count=1411418 18008 17054 11102 3443 1336 7659 2107 304 1210 6583 1042 187 1076 5952 5796 2197 659 283 161 376 854 1803 1215 542 5541 908 4633 252 656 is_linear=0 shrinkage=0.03 Tree=311 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 1 2 2 2 2 0 2 2 1 2 0 1 1 2 1 2 2 1 2 2 1 2 0 2 2 split_gain=9.56043 12.6144 8.24764 12.3744 32.2442 25.7795 18.5247 15.1007 12.6075 12.3357 10.2 12.6382 13.6486 15.7396 14.7356 10.0199 9.97269 9.05826 8.2639 8.42984 12.9999 15.7596 15.9815 11.3852 9.85868 7.86121 6.1275 8.46381 9.08624 5.60525 threshold=-13.499999999999998 228.54534149169925 13.500000000000002 23.500000000000004 14106.575683593752 -33.499999999999993 19525.543945312504 814.81753540039074 550.44073486328136 89440.765625000015 56.500000000000007 11087.062988281252 1864.7654418945315 -25.499999999999996 370.03324890136724 63.500000000000007 -16.499999999999996 -29.499999999999996 1099.1130981445315 -30.499999999999996 24241.001953125004 16543.466796875004 -46.499999999999993 18984.831054687504 8226.4770507812518 -26.499999999999996 9879.8374023437518 20.500000000000004 1099.1130981445315 7353.4816894531259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 18 4 7 -6 10 8 -4 -7 29 12 14 17 16 25 -12 -14 -3 20 21 24 -23 -24 -20 -8 27 -9 -29 -5 right_child=-2 2 3 6 5 9 15 26 -10 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.009508158146905402 -3.2903627914438252e-05 0.022135426349586165 0.011323418068432891 0.0026938561915871686 0.022633082755446648 -0.014795153933202718 0.02086820165236513 -0.0025774680210430361 -0.01976970518184705 0.0039945654292303651 -0.015507275723957279 0.02765722866834909 -0.015176467353745147 -0.006947356002854497 0.022418118001730564 0.025266423825350728 0.015691624341771824 -0.047068019868857454 -0.016322515578766003 0.005508590325091765 0.0055095563837298618 0.0041832395734812738 -0.054748001183567506 -0.013096485142296468 0.012017981216534114 0.0043934885322860348 0.011699133565939948 0.034665950094506189 0.0059574141616261286 -0.0029544393125959462 leaf_weight=173.75132608413696 323066.83451882214 22.040786854922771 16.236444547772408 861.77758783847094 20.126358069479465 254.74768371880054 31.45999189466238 123.16703368723392 42.348225422203541 35.874366998672485 31.839846938848495 9.8817072808742505 16.204569295048714 105.3660791516304 24.616774499416351 32.599418826401234 12.980035051703451 15.86148004233837 18.305742221884429 482.65846438612789 93.18126629665494 11.18088966142386 15.564995916560294 9.5182063430547696 27.859598444774747 152.07224177569151 97.198076121509075 11.194091796874998 87.320756703615189 193.6600084155798 leaf_count=954 1393410 156 85 4633 126 1062 182 673 219 148 163 56 73 498 117 222 61 74 149 3599 1538 122 99 62 227 672 588 60 482 908 internal_value=-1.71709e-05 0.00165997 0.00118264 0.000281459 -0.00304504 -0.0102018 0.00181966 0.00284682 -0.0111524 -0.0124758 0.000440129 -0.00548751 -0.00707077 -0.0125481 0.0037702 0.00993983 -0.00647194 -0.0309516 0.00406583 0.0034608 -0.00216745 -0.0108458 -0.0256462 -0.0389427 0.000780247 0.00721748 0.00541876 0.00266508 0.00921952 0.00165746 internal_weight=326097 3030.59 2856.84 2176.53 688.213 310.748 1488.32 377.465 58.5847 290.622 1272.19 216.75 206.869 137.432 69.4367 216.132 44.8199 32.066 680.31 658.269 175.611 82.4294 36.2641 25.0832 46.1653 183.532 318.88 221.682 98.5148 1055.44 internal_count=1411418 18008 17054 11102 3443 1336 7659 2107 304 1210 6583 1042 986 645 341 1076 224 147 5952 5796 2197 659 283 161 376 854 1803 1215 542 5541 is_linear=0 shrinkage=0.03 Tree=312 num_leaves=31 num_cat=0 split_feature=1 2 3 0 0 2 1 2 2 2 2 0 0 2 2 1 2 1 2 1 2 3 0 1 3 1 2 2 1 2 split_gain=9.01696 11.9414 7.98223 6.39142 11.6533 30.3446 24.3592 17.5244 14.1901 11.7555 11.589 9.70479 9.58104 11.9924 12.7696 14.5438 13.9743 9.35301 8.22392 8.80436 10.5759 14.7436 21.3571 16.3829 9.41781 8.22243 7.73799 11.5448 7.51873 6.24283 threshold=-13.499999999999998 228.54534149169925 74.000000000000014 13.500000000000002 23.500000000000004 14106.575683593752 -33.499999999999993 19525.543945312504 814.81753540039074 550.44073486328136 89440.765625000015 63.500000000000007 56.500000000000007 11087.062988281252 1864.7654418945315 -25.499999999999996 370.03324890136724 -16.499999999999996 1099.1130981445315 -30.499999999999996 24241.001953125004 8.545499801635744 9.5000000000000018 -38.499999999999993 12.393000125885012 -29.499999999999996 15423.644531250002 17012.167968750004 -26.499999999999996 29455.711914062504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 18 5 8 -7 12 9 -5 -8 28 -6 14 16 25 17 -14 -3 20 21 26 24 -24 -23 -16 -20 -28 -9 -22 right_child=-2 2 -4 4 7 6 10 11 -10 -11 -12 -13 13 -15 15 -17 -18 -19 19 -21 29 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0092688239835209182 -3.1916519010142444e-05 0.021775609096256272 0.030393813569358531 0.011043619126599317 0.0016092295158914524 0.02223520379049982 -0.014338382833872558 0.020442699791849154 0.0052720668700001741 -0.019001316057032928 0.0038766482308313513 0.024902156792128736 -0.014933305297656203 0.027221726894532571 -0.014650978421725629 -0.0067207882294559084 0.021943148292346535 0.015314769686971912 0.02045518058437891 0.0051166358944767388 0.024670738749334814 0.009323544126776738 -0.076348441008469339 -0.019844663830870312 -0.024483127183303477 -0.044869638511265679 -0.034111617369958984 0.01303692562904756 0.0042648468187324734 0.0012631263526306153 leaf_weight=172.90373303741217 323067.00471371249 21.73746395856142 8.3754028580151481 16.149706527590752 1054.493203304708 19.875732287764549 254.97361063957214 31.156017996370792 317.96538712829351 42.732900619506836 35.856871217489243 32.091723665595055 32.068161427974701 9.740750700235365 16.281015917658806 105.64623908698559 24.398465156555176 12.901657328009604 15.279648842522873 476.449097387027 11.820846557617186 16.874923557043079 8.7327682971954363 9.8018848299980146 13.23126996681094 16.135119080543518 8.5260068029165286 10.345552675426005 151.96117036789656 77.382339376956224 leaf_count=954 1393410 156 902 85 5541 126 1062 182 1803 219 148 222 163 56 73 498 117 61 122 3264 108 133 63 58 128 74 64 81 672 873 internal_value=-1.66493e-05 0.0016134 0.00114945 0.00106334 0.000273877 -0.00295578 -0.00989669 0.00176732 0.00276691 -0.0107609 -0.0120926 0.00968435 0.000427493 -0.00531053 -0.00683821 -0.0121143 0.00366279 -0.00625526 0.00362478 0.00301632 -0.00280181 -0.0105236 -0.0211316 -0.0464669 -0.00553404 -0.0296923 0.00458509 -0.00826438 0.00701739 0.00436501 internal_weight=326093 3025.89 2852.98 2844.61 2174.43 687.554 310.706 1486.87 376.848 58.8826 290.83 215.209 1271.66 217.171 207.431 138.062 69.3683 44.9698 670.182 648.444 171.995 82.7921 48.6408 18.5347 30.1062 32.4161 34.1512 18.8716 183.117 89.2032 internal_count=1411418 18008 17054 16152 11102 3443 1336 7659 2107 304 1210 1076 6583 1042 986 645 341 224 5050 4894 1630 649 382 121 261 147 267 145 854 981 is_linear=0 shrinkage=0.03 Tree=313 num_leaves=31 num_cat=0 split_feature=1 3 3 1 0 2 2 1 0 2 2 0 2 0 0 3 2 2 1 2 0 2 2 2 1 2 2 2 2 0 split_gain=8.57794 33.6111 18.3644 17.3119 21.6535 12.0185 29.1244 21.7283 13.6281 11.7143 11.4407 23.5412 25.8327 35.0295 28.9852 17.4018 25.3466 24.1764 17.1736 13.2738 11.3469 10.638 13.3341 14.2627 11.9824 8.98907 17.3808 8.77068 17.1018 13.5394 threshold=-8.4999999999999982 1.532000005245209 7.0125000476837167 -16.499999999999996 35.500000000000007 3093.6569824218755 8430.8989257812518 -34.499999999999993 46.500000000000007 1526.1497802734377 8998.0522460937518 19.500000000000004 10341.291015625002 21.500000000000004 27.500000000000004 6.4175000190734872 2292.840698242188 1126.780944824219 -12.499999999999998 61082.773437500007 1.5000000000000002 263.64595031738287 1099.1130981445315 10603.448730468752 -14.499999999999998 16176.651367187502 25057.239257812504 3673.091186523438 2871.6833496093755 62.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -3 10 7 -7 -1 9 -9 15 -12 13 -13 19 16 -5 -17 -19 -14 -4 -6 -23 24 -24 -8 -27 28 -26 -30 right_child=-2 2 20 4 21 6 25 8 -10 -11 11 12 14 -15 -16 17 -18 18 -20 -21 -22 22 23 -25 27 26 -28 -29 29 -31 leaf_value=-0.016616623414777546 -3.8393546649758049e-05 0.0018338188123720042 0.030508719011287485 -0.0060084942860947135 -0.0096749635448762361 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40.885749280452728 149.80364654958248 54.880892276763916 117.65203487873077 77.165750928223133 209.19453001022339 58.877644777297974 12.081006556749342 leaf_count=187 1375332 6239 1205 2431 304 1765 515 1164 3587 1382 1183 52 1163 114 863 76 2643 76 171 163 6742 596 196 692 281 562 385 967 326 56 internal_value=-1.61428e-05 0.00104787 -0.000272236 -0.00120997 -0.00254356 0.00447849 0.00126658 0.0062929 0.00701258 0.0110182 -0.0041874 -0.00682546 -0.0102473 -0.0342707 -0.00856157 -0.00218382 -0.00123578 -0.0171046 -0.0268482 -0.0141715 0.00338187 0.00189822 0.00304569 0.00091705 -0.00220225 0.00820095 0.00437854 -0.000331194 0.00592716 0.0156533 internal_weight=326089 6679.52 4823.45 3838.42 2669.03 1856.07 670.006 1186.06 1149.94 459.181 1948.07 840.894 574.098 37.6434 536.455 1107.18 1041.03 66.1452 51.3309 325.679 985.035 720.957 655.923 525.723 375.92 300.57 194.818 335.034 125.84 70.9587 internal_count=1411418 36086 26539 18592 12353 9547 3227 6320 6133 2546 8935 3538 2355 166 2189 5397 5074 323 247 1326 7947 3418 3114 2518 1826 1462 947 1630 663 382 is_linear=0 shrinkage=0.03 Tree=314 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 1 2 2 2 2 0 0 2 2 1 2 1 1 2 1 2 1 1 1 3 0 1 0 2 2 split_gain=8.09083 11.1049 7.03891 10.8514 28.2348 20.842 16.4944 12.9159 10.9491 10.9152 9.33756 8.88628 11.2664 11.6279 13.5455 13.2882 8.71887 7.61605 7.59456 7.54213 11.6171 7.20461 7.43174 7.14884 6.97018 24.8267 13.793 12.1515 7.27967 10.3101 threshold=-13.499999999999998 228.54534149169925 13.500000000000002 23.500000000000004 14763.748535156252 -33.499999999999993 19525.543945312504 814.81753540039074 550.44073486328136 89440.765625000015 63.500000000000007 56.500000000000007 11087.062988281252 1864.7654418945315 -25.499999999999996 370.03324890136724 -16.499999999999996 -29.499999999999996 1099.1130981445315 -30.499999999999996 72035.476562500015 -44.499999999999993 -40.499999999999993 -26.499999999999996 8.545499801635744 9.5000000000000018 -38.499999999999993 7.5000000000000009 15423.644531250002 17012.167968750004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 18 4 7 -6 11 8 -4 -7 23 -5 13 15 17 16 -13 -15 -3 20 24 -22 -23 -8 28 27 -27 -26 -20 -30 right_child=-2 2 3 6 5 9 10 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.0089390665799457796 -3.0094450630081902e-05 0.021349909767675951 0.010767528872361367 0.0015364013580544604 0.021057000652094069 -0.013998782751664943 0.019968657910384515 0.0048631199767269371 -0.018251748106520208 0.003717933012166491 0.02447768688426431 -0.014482665911939446 0.02670069567587088 -0.013991449771303746 -0.0063892750666662201 0.021412076470971729 0.014789173068252941 -0.042929320186007987 0.020076560944877826 0.0051335900154857372 0.023698685772421464 -0.031341072612829458 0.0079723500179920536 0.0041177480376486065 -0.012134077761944237 -0.067395947530204461 -0.017131297083449338 0.014287875033841466 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0.00375818 0.00318289 -0.00213782 0.0103669 0.000320709 0.00679473 -0.00690341 -0.0114846 -0.041222 -0.00305605 0.00387581 -0.00679808 internal_weight=326082 3017.99 2846.26 2170.88 686.494 301.724 1484.38 384.769 59.167 283.161 213.958 1270.42 217.533 207.962 138.774 69.1879 45.0375 32.7415 675.385 653.998 175.448 48.4131 27.6085 182.439 127.035 89.147 19.6872 69.4598 37.8875 22.8396 internal_count=1411418 18008 17054 11102 3443 1285 7659 2158 304 1168 1076 6583 1042 986 645 341 224 147 5952 5796 2197 1078 338 854 1119 826 125 701 293 171 is_linear=0 shrinkage=0.03 Tree=315 num_leaves=31 num_cat=0 split_feature=0 1 1 0 0 2 2 2 0 2 1 2 0 1 0 2 2 1 2 2 2 1 1 0 0 0 2 2 1 1 split_gain=5.34659 8.18808 4.53576 20.729 16.5167 21.4336 24.3605 28.9896 51.7092 50.9807 33.3188 24.578 14.4101 13.736 13.2972 13.6866 12.758 16.6341 13.212 17.8118 14.113 13.0965 12.6061 12.1822 18.3373 14.8123 51.9671 21.8414 12.3792 26.1125 threshold=98.500000000000014 1.0000000180025095e-35 -4.4999999999999991 1.5000000000000002 51.500000000000007 21398.625000000004 1637.6347656250002 4805.4782714843759 38.500000000000007 6261.4145507812509 -8.4999999999999982 224.80538177490237 33.500000000000007 -17.499999999999996 34.500000000000007 54303.691406250007 25057.239257812504 -10.499999999999998 1099.1130981445315 1395.3037719726565 181.1947937011719 -15.499999999999998 -5.4999999999999991 3.5000000000000004 14.500000000000002 44.500000000000007 2602.8994140625005 2102.052612304688 -10.499999999999998 -12.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 6 11 23 10 -10 -9 -5 -12 -13 15 22 18 -18 20 -20 21 -6 -7 -8 28 27 -27 -26 29 -25 right_child=1 -3 -4 4 16 14 7 8 9 -11 12 13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.028113259213406818 0.011598583786418726 -0.020145651999971273 -1.8192846745464846e-05 0.0036615109534017904 0.018384194386489618 -0.0056821544929804681 0.023683459119194339 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142.55589603632689 579.54900246858597 279.48547546565533 2186.485577724874 222.42793327569962 61.43099045753479 leaf_count=1912 41 345 1331062 4367 96 5230 256 6689 574 2105 6663 1172 745 11185 1112 5868 483 1193 184 7423 3239 794 752 497 718 3032 1334 11199 1109 294 internal_value=6.05525e-06 -0.011438 7.34428e-06 0.000497454 0.000455631 0.000903393 0.00149437 0.00250811 0.000582936 -0.00715002 0.00228321 -0.000529839 0.00519399 -0.00201011 -0.00156072 -0.00230037 -0.00160276 0.00399103 -0.0023151 -0.00391501 0.000592541 -0.00659727 -0.00447418 0.00441178 0.00425285 0.00497952 0.00161246 0.00622141 -0.00214425 -0.00914251 internal_weight=326194 36.7373 326157 16152.8 16128.3 13246.8 10684.3 7119.04 3539.54 637.977 2901.56 3565.28 1594.42 2634.76 2562.44 2293.75 2881.58 325.505 2556.08 1648.82 907.255 193.348 1220.12 3579.5 3550.22 3188.08 859.034 2329.04 362.148 139.72 internal_count=1411673 386 1411287 80225 78313 64901 51939 35215 16776 2679 14097 16724 7408 12357 12962 11850 13412 1676 11736 7607 4129 890 5982 18439 18183 16283 4366 11917 1900 791 is_linear=0 shrinkage=0.03 Tree=316 num_leaves=31 num_cat=0 split_feature=0 1 1 0 0 2 2 2 0 2 1 0 2 0 1 0 2 2 1 2 2 2 1 1 0 0 0 2 2 1 split_gain=5.08912 7.82135 4.27291 20.0743 15.5426 20.1813 22.9666 27.3749 48.6392 47.9967 31.4271 23.7674 23.1539 13.6009 13.4537 12.5115 12.8603 12.01 15.839 12.4066 16.5815 13.2657 12.3609 11.8443 11.7447 17.3086 14.0115 48.9018 20.6264 11.9265 threshold=98.500000000000014 1.0000000180025095e-35 -4.4999999999999991 1.5000000000000002 51.500000000000007 21398.625000000004 1637.6347656250002 4805.4782714843759 38.500000000000007 7019.5273437500009 -8.4999999999999982 44.500000000000007 210.22515869140628 33.500000000000007 -17.499999999999996 34.500000000000007 54303.691406250007 25057.239257812504 -10.499999999999998 1099.1130981445315 1395.3037719726565 181.1947937011719 -14.499999999999998 -5.4999999999999991 3.5000000000000004 14.500000000000002 44.500000000000007 2602.8994140625005 2102.052612304688 -20.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 6 12 24 10 11 -9 -10 -5 -12 -14 16 23 19 -19 21 -21 22 -6 -7 -8 -26 28 29 -27 -28 right_child=1 -3 -4 4 17 15 7 8 9 -11 13 -13 14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.028030206870734167 0.011261074200761417 -0.019837947829696657 -1.7647058456968845e-05 0.0039343890325747718 0.015284830876372661 -0.0055052964158895925 0.023375173984690564 -0.0012286515326229918 -0.026550261943705505 -0.0015404268015348939 0.0060367598297404301 -0.0037003113326562909 0.0054965581304175226 -0.0027357464587228135 -0.0024282207873357808 0.0046136841911416796 0.00016495574109500792 0.015850541522406912 0.00021369308695172345 -0.022723478452557459 -0.0033148202673301073 0.0024656306218567201 -0.0090377596122813569 0.0031291995923042417 -0.0020779169694962853 -0.0049899379293820963 -0.011746054713840699 -0.0087131530607387833 0.0067761088407349212 0.0075708679743447336 leaf_weight=23.77308029634878 10.068016663193701 26.267376078292727 310004.72454113839 813.02741145342588 21.104525312781334 1055.8297071829438 28.783223461359739 1307.7971913814545 132.46640560030937 446.69806705415249 1411.9608637690544 59.312902450561523 208.61096987128258 179.25404177606106 2544.0684472694993 268.53059113025665 1073.5832503996789 76.159648522734642 248.61588157713413 40.61553792655468 1610.452921807766 713.3188598304987 172.58310197293758 165.37552384287119 362.39406289160252 142.88316191732883 30.361781433224678 280.41424787044525 2179.56342946738 547.34016263484955 leaf_count=1912 41 345 1331062 3839 117 5230 256 6689 533 1899 6663 247 1190 745 11695 1112 5868 483 1193 184 7423 3239 773 752 1900 718 178 1334 11199 2854 internal_value=5.88258e-06 -0.0112209 7.13332e-06 0.000482952 0.000442329 0.000877021 0.001451 0.00243649 0.000565895 -0.00692992 0.00221677 -0.0194833 -0.000513826 0.00504852 -0.00182764 -0.00151333 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threshold=98.500000000000014 1.0000000180025095e-35 558.56738281250011 88.500000000000014 2.3904999494552617 31.500000000000004 389.27586364746099 1.0000000180025095e-35 396.72427368164068 2.6375000476837163 3.2575000524520878 417.75494384765631 2.7749999761581425 5.5000000000000009 409.80384826660162 73.500000000000014 74.500000000000014 511.26914978027349 417.75494384765631 69.500000000000014 496.29238891601568 1.1510000228881838 1.247500002384186 1.0619999766349795 472.45382690429693 1.469500005245209 1.5979999899864199 -1.4999999999999998 9.5000000000000018 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 -1 8 9 -6 11 -9 17 -12 16 -11 29 -13 19 -7 22 -22 23 24 -20 -24 -27 -25 -28 -10 right_child=1 -3 -4 -5 7 18 -8 10 14 15 13 12 -14 -15 -16 -17 -18 -19 20 -21 21 -23 25 27 -26 26 28 -29 -30 -31 leaf_value=0.0011917904841627384 0.010933778586109836 -0.019532055560476446 6.3934443031811718e-05 0.015655899357447454 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784.07682487368584 251.11878499388695 42.043143898248672 174.62374573945999 80.734144255518913 683.71051064133644 186.89094768464565 14.334448680281637 290.68013809621334 leaf_count=9851 41 345 1103575 226 6304 191957 2708 15054 118 12276 18561 2816 5699 829 24336 1478 61 250 605 1681 2412 3282 1051 178 753 334 2844 786 75 1187 internal_value=5.71406e-06 -0.0110063 6.92764e-06 -0.000193342 -0.00020426 5.40222e-05 0.00298235 -0.000840809 0.000190589 0.00225396 -0.00197717 -0.000473938 0.0036269 -0.0038342 -0.00137716 0.00412292 -0.00951091 0.00934273 -0.000126944 -0.000267592 0.00206636 -0.000949377 0.00462353 0.0102313 0.0021449 0.00164053 0.00492685 0.0214958 0.00276992 -0.0109654 internal_weight=326178 35.9427 326142 72265.9 72216.1 51371.8 2989.94 20844.3 10926.8 4717.69 9917.53 5480.88 2022.68 4436.65 6209.09 3172.24 333.326 710.585 48381.9 45466.3 2915.57 1337.83 1577.74 547.843 318.909 1029.9 778.779 228.934 698.045 318.42 internal_count=1411673 386 1411287 307712 307486 218517 12559 88969 45760 20058 43209 23819 8765 19390 25702 13754 1366 3066 205958 193638 12320 5694 6626 2322 1358 4304 3253 964 2919 1305 is_linear=0 shrinkage=0.03 Tree=318 num_leaves=31 num_cat=0 split_feature=0 1 1 0 0 2 2 2 0 1 2 1 2 0 0 2 1 0 2 2 0 1 1 0 0 0 2 2 1 1 split_gain=4.60883 7.13434 4.00071 19.4394 14.6089 19.0053 21.4229 26.1792 44.4462 39.1394 34.272 25.3686 21.9506 20.3317 19.1071 13.6942 12.1618 11.6608 40.8479 11.5919 25.5529 11.4705 11.46 11.321 16.341 13.2531 46.0195 19.4783 11.5949 24.2532 threshold=98.500000000000014 1.0000000180025095e-35 -4.4999999999999991 1.5000000000000002 51.500000000000007 22009.412109375004 1637.6347656250002 4805.4782714843759 33.500000000000007 -8.4999999999999982 8055.6518554687509 -10.499999999999998 224.80538177490237 44.500000000000007 38.500000000000007 5975.3146972656259 -17.499999999999996 19.500000000000004 8796.4672851562518 17012.167968750004 27.500000000000004 -24.499999999999996 -6.4999999999999991 3.5000000000000004 14.500000000000002 44.500000000000007 2602.8994140625005 2102.052612304688 -10.499999999999998 -12.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 6 12 23 9 17 11 -10 -5 14 15 -13 21 -9 -19 -20 -21 -14 -17 -8 28 27 -27 -26 29 -25 right_child=1 -3 -4 4 -6 -7 7 8 10 -11 -12 13 16 -15 -16 22 -18 18 19 20 -22 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.027945712687458393 0.010616324017645765 -0.019227972777008828 -1.7255939799810435e-05 0.0034677302095943614 -0.0015068729970452587 -0.0015012384721407187 0.023067828632626318 0.0019535252199076349 0.0069162730399872667 0.00591591282051476 -0.00098080485526420825 0.018694340707383968 -0.0059277586056459483 -0.0022773505282302616 -0.027197573208388306 -0.025391789528448318 -0.002487404042817267 0.0033301651981007098 -0.014906138485498511 -0.014780675864810387 0.01606342068887091 0.009683756681194847 0.0072092729367275671 0.0023363736091224375 -0.0048314485229725311 0.006377076512907546 -0.008426660903477521 0.0065918489674972576 0.0022448655687361159 -0.022776235699828461 leaf_weight=23.137602367205545 10.04860672354698 25.510479308664799 309997.44420564757 928.2175522968173 2884.0184531956911 2508.332950193435 28.296750370413065 522.13841179385781 48.694004595279694 1426.1442929655313 637.97382158041 14.22795496881008 59.834772221744061 67.064463213086128 144.55902963876724 30.687068939208981 2432.8912756070495 342.48636742681265 240.91444847732782 62.415558166801929 39.453980728983879 145.01754149794579 14.192365780472757 78.273901887238026 143.19510468095541 575.92920558154583 281.29959277808666 2172.7453619912267 222.40495650470257 62.049988567829132 leaf_count=1912 41 345 1331062 4367 13412 12704 256 3003 207 6743 2705 60 384 276 580 126 11185 1796 1065 255 160 788 58 497 718 3032 1334 11199 1109 294 internal_value=5.53934e-06 -0.0107943 6.71687e-06 0.000467254 0.000427798 0.000849556 0.00139955 0.00234627 0.000538403 0.00255078 -0.00499712 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36.0569 32.7546 30.527 15.5483 threshold=98.500000000000014 1.0000000180025095e-35 558.56738281250011 88.500000000000014 2.3904999494552617 31.500000000000004 396.72427368164068 1.0000000180025095e-35 396.72427368164068 2.6375000476837163 3.2575000524520878 417.75494384765631 2.7749999761581425 5.5000000000000009 409.80384826660162 496.29238891601568 73.500000000000014 72.500000000000014 74.500000000000014 417.75494384765631 69.500000000000014 496.29238891601568 1.1510000228881838 1.247500002384186 1.0619999766349795 472.45382690429693 1.469500005245209 1.5979999899864199 -1.4999999999999998 511.26914978027349 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 -1 8 9 -6 11 -9 29 -12 18 -8 -11 -16 -10 20 -7 23 -23 24 25 -21 -25 -28 -26 -13 right_child=1 -3 -4 -5 7 19 15 10 14 16 13 12 -14 -15 17 -17 -18 -19 -20 21 -22 22 -24 26 28 -27 27 -29 -30 -31 leaf_value=0.0013655553813131066 0.010308366399879245 -0.018925703943237997 6.1530696928285375e-05 0.015225843048023848 -0.0015312417803697673 -0.00019551382733115782 0.012409007221142507 -0.0027879989996142901 -0.010619600574133175 0.0032270915457179188 -0.0041639776729799688 0.0077056262070791708 0.00051591214775750273 0.0075933477218457935 -0.00031607910540083317 -0.0036417550289790743 0.010078017224443146 -0.005181928430693059 0.020973468596717285 0.013680939536160718 -0.0076039924593381165 -0.0064734194811586175 0.0030017299742527087 -0.0082954597972772562 -0.0022956616094358252 -0.0075102868334118522 0.022869156357797939 0.0026878287511466624 0.025980905478016823 0.023745111976800893 leaf_weight=2468.191630974412 10.038496062159536 25.14594391733408 253866.74172202428 49.623473986983299 1545.7566065192223 45071.648660577834 447.91182798147202 3455.5153777748346 318.8094170242548 2810.3977505490184 4265.8241774663329 652.8695473074913 1312.2702911198139 166.46512533724308 5191.054851770401 74.277483403682709 359.39264057576656 685.75611415505409 14.866195425391195 144.364820972085 393.05008175969124 553.20525754988194 784.20111036300659 250.97195257246494 42.072771713137627 174.45967999100685 80.748566716909409 698.35457447171211 187.47928394377232 59.336954683065414 leaf_count=10359 41 345 1103575 226 6304 191957 1885 15054 1305 12276 18561 2816 5699 829 21560 315 1478 2776 61 605 1681 2412 3282 1051 178 753 334 2919 786 250 internal_value=5.38065e-06 -0.0105849 6.52319e-06 -0.000186734 -0.000197326 5.27716e-05 0.00289531 -0.000813871 0.000188201 0.00218945 -0.00191843 -0.000459348 0.00351535 -0.0037224 -0.00133132 0.0101259 0.00400385 -0.000883868 -0.00921204 -0.000122925 -0.000259561 0.00200754 -0.000917574 0.00448597 0.00991855 0.00208517 0.00159385 0.00477948 0.0207983 0.00904194 internal_weight=326161 35.1844 326126 72258.9 72209.3 51370.9 2990.38 20838.3 10926 4715.55 9912.28 5479.99 2024.48 4432.29 6210.49 522.189 3169.79 5876.81 333.676 48380.6 45464.7 2915.86 1337.41 1578.45 548.377 318.825 1030.08 779.103 229.552 712.207 internal_count=1411673 386 1411287 307712 307486 218517 12559 88969 45760 20058 43209 23819 8765 19390 25702 2200 13754 24336 1366 205958 193638 12320 5694 6626 2322 1358 4304 3253 964 3066 is_linear=0 shrinkage=0.03 Tree=320 num_leaves=31 num_cat=0 split_feature=2 0 0 1 2 2 0 2 0 2 2 0 2 0 2 0 2 0 0 2 2 0 3 1 0 0 3 0 1 1 split_gain=4.59988 33.2943 31.4085 48.8371 41.455 51.4939 27.8008 52.6132 25.537 24.6069 37.1429 23.5264 22.9858 46.0281 40.2562 59.822 37.045 33.8639 30.2077 26.6277 26.9134 26.4066 23.5582 21.9384 21.4557 35.4697 20.9363 20.7113 20.3373 19.872 threshold=79162.558593750015 60.500000000000007 2.5000000000000004 1.0000000180025095e-35 50009.173828125007 55938.710937500007 4.5000000000000009 99995.847656250015 1.5000000000000002 2817.958129882813 5699.5627441406259 64.500000000000014 52302.683593750007 4.5000000000000009 72035.476562500015 3.5000000000000004 64691.324218750007 91.500000000000014 5.5000000000000009 58108.183593750007 61082.773437500007 87.500000000000014 2.6375000476837163 1.5000000000000002 39.500000000000007 21.500000000000004 3.8810000419616704 80.500000000000014 1.0000000180025095e-35 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 -1 9 -6 7 -2 28 -5 -11 -3 27 14 15 16 19 18 -15 -14 -21 22 -20 -18 25 -8 -24 -4 -9 -17 right_child=1 11 12 4 5 -7 24 8 -10 10 -12 -13 13 17 -16 29 23 -19 21 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0019357244761786737 -0.0049652211142310358 0.015743371605606894 5.356206705397545e-05 -0.029680677729416918 -0.026776361569963086 -0.0016796629949519769 -0.0021463090742892218 0.016071354193683714 0.0014895121275079271 0.013609494426517914 -0.005738536537412805 0.0019882289992081063 -0.00041137507237580875 -0.024169806406399822 0.013491162839417295 -0.0076680546630354058 0.0017789098852172447 -0.016768328889462659 0.0031519348476556496 -0.025675580109250098 -0.005138451477817968 0.011170776333526779 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-0.00380885 -0.00782622 -0.0171358 -0.00087238 0.000700719 0.00196034 -0.00425039 -0.00317491 0.00252038 5.58372e-05 0.00153589 0.00537014 0.00329967 -0.00201395 0.000356067 0.000610228 -0.00837113 -0.015353 0.000769228 0.000435973 0.00379089 -0.00169656 -0.00148507 -0.000739134 9.53531e-06 0.0109534 0.00920095 internal_weight=326086 22307.5 303778 1904.55 1120.77 311.024 19298.4 6634.75 5428.03 809.741 776.885 3009.11 301874 9157.29 2154.74 1716.99 903.479 7002.56 6900.15 431.224 229.723 6856.15 6643.31 472.255 12663.6 12302.8 4637.02 292716 270.044 813.509 internal_count=1411666 108049 1303617 17754 6748 1664 94624 42935 37239 5084 4906 13425 1285863 41196 12382 9206 4634 28814 28363 2040 1073 28166 27237 2594 51689 50164 18997 1244667 11875 4572 is_linear=0 shrinkage=0.03 Tree=321 num_leaves=31 num_cat=0 split_feature=2 0 0 1 2 2 0 2 0 2 2 0 2 0 2 0 2 0 0 2 2 0 3 1 0 0 3 1 2 1 split_gain=4.32868 31.3437 29.6526 46.1887 39.5734 49.6224 26.1603 49.5215 24.4159 23.6083 34.9482 22.3003 21.6525 43.5118 38.3798 56.5441 34.8259 31.9025 28.2668 24.9621 25.1461 24.9286 22.168 20.893 20.2054 33.3736 19.6998 19.575 19.5606 24.1504 threshold=79162.558593750015 60.500000000000007 2.5000000000000004 1.0000000180025095e-35 50009.173828125007 55938.710937500007 4.5000000000000009 99995.847656250015 1.5000000000000002 2817.958129882813 5699.5627441406259 64.500000000000014 52302.683593750007 4.5000000000000009 72035.476562500015 3.5000000000000004 64691.324218750007 91.500000000000014 5.5000000000000009 58108.183593750007 61082.773437500007 87.500000000000014 2.6375000476837163 1.5000000000000002 39.500000000000007 21.500000000000004 3.8810000419616704 1.0000000180025095e-35 89440.765625000015 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 6 3 -1 9 -6 7 28 27 -5 -11 -3 -4 14 15 16 19 18 -15 -14 -21 22 -20 -18 25 -8 -24 -9 -2 -30 right_child=1 11 12 4 5 -7 24 8 -10 10 -12 -13 13 17 -16 -17 23 -19 21 20 -22 -23 26 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0018800699821822377 -0.00031348058595151088 0.015357256689881743 9.2492472546255626e-06 -0.029241548183660024 -0.026334652769023137 -0.0016300219997428496 -0.0020820784567067881 0.015836470473552352 0.0014455176733712807 0.013169711694192315 -0.0055823930439289644 0.0019294994538611627 -0.00039900275323577949 -0.023310746292003783 0.013192501508623441 0.0089619143057059533 0.0017268795403931091 -0.016286364686783968 0.0030576610960434754 -0.024809127104964961 -0.0049804601185024422 0.010867667635799596 -0.0035708192155904663 0.024067796953693203 -0.0086447898845632004 0.0023652491113019393 0.00062286745870818692 -0.002223967342544399 0.0029662650337242682 -0.010865508298007929 leaf_weight=782.79506297921762 505.04961747862399 115.77019122242928 292715.52469175681 32.3560711145401 188.95726597309113 119.42221080511808 10527.833424367011 191.77885591099039 5155.5539478696883 103.18027718365192 672.04375696182251 2891.3377757575363 201.51699774712324 44.241371192038059 434.28410548716784 810.21819854900241 430.23786701634526 102.28144247457385 2006.1021108478308 114.69357271492481 115.5527428239584 212.22757798433304 1481.4304873794317 41.289391279220581 360.64853935688734 1774.5922930687666 3155.3455567285419 75.186995401978493 142.57109758257866 559.24663170427084 leaf_count=11006 2448 536 1244667 178 1045 619 42957 11484 25364 426 4480 12889 967 197 3176 4572 2398 451 8240 535 538 929 6014 196 1525 7207 12983 391 842 2406 internal_value=1.0456e-06 -0.000402384 3.06617e-05 -0.00370663 -0.00762544 -0.0167676 -0.000846431 0.000680366 0.0019036 -0.00413445 -0.00308654 0.00244645 5.41696e-05 0.0014913 0.00522665 0.00320772 -0.00195357 0.000345455 0.000592019 -0.00810944 -0.0148578 0.000746282 0.000422922 0.00368317 -0.00164574 -0.00144056 -0.000716998 0.01075 -0.00481571 -0.00805565 internal_weight=326063 22299.6 303764 1898.75 1115.96 308.379 19292.5 6629.39 5422.52 807.58 775.224 3007.11 301865 9149.42 2147.79 1713.51 903.291 7001.63 6899.35 431.763 230.246 6855.11 6642.88 471.527 12663.1 12302.4 4636.78 266.966 1206.87 701.818 internal_count=1411666 108049 1303617 17754 6748 1664 94624 42935 37239 5084 4906 13425 1285863 41196 12382 9206 4634 28814 28363 2040 1073 28166 27237 2594 51689 50164 18997 11875 5696 3248 is_linear=0 shrinkage=0.03 Tree=322 num_leaves=31 num_cat=0 split_feature=0 2 2 0 3 2 2 0 2 2 2 0 2 1 2 1 2 2 2 0 1 2 0 0 2 0 2 0 2 0 split_gain=4.38576 35.1048 38.7163 19.9489 17.8422 36.4578 31.3351 31.6085 20.862 70.7708 23.1087 19.3264 22.1853 24.2596 20.5029 18.8964 18.3505 31.931 25.0702 19.9608 18.2209 15.3591 29.5674 25.993 18.6846 14.9382 14.5535 13.3758 13.0307 32.5562 threshold=80.500000000000014 31791.298828125004 22743.409179687504 93.500000000000014 7.7119998931884775 1126.780944824219 10120.596191406252 84.500000000000014 3673.091186523438 1986.3098144531252 1248.5628051757815 86.500000000000014 814.81753540039074 4.5000000000000009 1099.1130981445315 1.5000000000000002 12411.391601562502 16543.466796875004 8598.4760742187518 91.500000000000014 -3.4999999999999996 1395.3037719726565 85.500000000000014 83.500000000000014 1591.3311157226565 82.500000000000014 99995.847656250015 82.500000000000014 8998.0522460937518 82.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 6 -6 8 20 9 10 11 12 25 14 -14 -13 18 -18 -7 -20 27 -12 23 -23 -24 -2 -5 -8 -10 -30 right_child=1 3 -4 26 5 16 7 -9 28 -11 21 15 13 -15 -16 -17 17 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=2.2105130752744616e-05 -0.0047088899036417456 0.0030962595786501097 -0.01007237269210782 -0.0088278194548493793 0.013616099234642727 0.00064044305851645262 0.0092656838339699212 -0.0019747300424400142 -0.00801255455108346 0.008893900906433428 -0.024637679447436275 0.0065593282015791749 -0.010964714597907745 0.013640843810260251 0.011918054194046261 -0.013541498345203811 -0.013494412871939466 0.0009904974847799535 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87 761 746 internal_value=1.01684e-06 -0.000573067 -0.00169214 0.00187082 -0.0011674 0.00134227 -0.00202545 0.00188934 -0.0033218 -0.00180722 -0.00396018 -0.00307992 -0.00431458 -0.0083524 -0.00971836 0.003566 -6.4802e-05 -0.00435211 0.00219518 0.0151974 0.00721494 -0.0142258 -0.00692179 -0.0164875 0.019119 -0.00154845 -0.00216704 -0.0144587 -0.00629132 -0.00145924 internal_weight=326040 11552.3 7923.91 3628.42 7456.98 1899.93 5557.05 1382.4 4174.66 2764.6 2301.55 2119.79 1787.68 726.774 684.275 332.109 1704.52 588.364 1116.16 119.209 581.27 181.768 106.828 78.1286 28.6994 1060.9 844.798 32.932 1410.05 370.352 internal_count=1411666 49602 33628 15974 31672 8229 23443 5644 17799 11925 9973 9185 7738 3157 2937 1447 7371 2482 4889 521 2361 788 451 327 124 4581 3880 144 5874 1507 is_linear=0 shrinkage=0.03 Tree=323 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 0 2 3 2 2 3 3 2 3 0 2 2 0 0 2 2 2 0 2 1 2 3 2 split_gain=4.31407 60.871 137.784 127.702 97.9815 67.6642 64.7247 42.6595 37.0259 72.7989 146.58 130.616 74.766 42.4334 40.0729 77.2041 38.9104 47.4586 43.5735 58.6611 39.6608 159.794 63.6039 98.5083 55.0866 48.9109 38.7691 36.5511 103.422 32.4475 threshold=5975.3146972656259 2.3904999494552617 11617.274414062502 1.532000005245209 7700.5261230468759 1.1510000228881838 1.0000000180025095e-35 51.500000000000007 11873.722656250002 3.653500080108643 8055.6518554687509 9188.5839843750018 5.0659999847412118 7.7119998931884775 9188.5839843750018 4.4095001220703134 16.500000000000004 19525.543945312504 79162.558593750015 2.5000000000000004 12.500000000000002 17012.167968750004 16543.466796875004 14427.237304687502 14.500000000000002 26764.801757812504 1.0000000180025095e-35 7188.3642578125009 3.0835000276565556 8430.8989257812518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 29 -4 9 11 -11 27 14 -14 15 -12 18 -18 19 26 21 -21 23 24 -22 -24 -10 28 -3 -5 right_child=1 8 7 6 -6 -7 -8 -9 16 10 12 -13 13 -15 -16 -17 17 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15579.2 7624.21 10970.2 4929.81 6040.38 2612.54 65155 22791.3 42363.7 26927.4 25693.9 19160.8 6533.09 4222.95 2934.87 2310.14 1233.45 7093.37 4467.18 2043.49 internal_count=1411666 533072 138883 46262 30831 10920 15431 92621 394189 97051 65717 31334 46165 21261 24904 10775 297138 93912 203226 124319 114669 87375 27294 17877 12361 9417 9650 29152 18365 8340 is_linear=0 shrinkage=0.03 Tree=324 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 0 2 3 2 2 3 3 2 3 0 2 2 0 0 2 2 2 0 2 1 2 3 2 split_gain=4.0593 57.2894 129.709 120.233 92.3143 63.861 61.1465 40.1727 34.8446 68.5309 137.903 122.884 70.3867 39.9251 37.7431 72.6442 36.6136 44.6496 41.0159 55.3197 37.3577 150.316 59.9469 93.1151 51.9007 46.2806 36.7071 34.4369 97.3808 32.2367 threshold=5975.3146972656259 2.3904999494552617 11617.274414062502 1.532000005245209 7700.5261230468759 1.1510000228881838 1.0000000180025095e-35 45.500000000000007 11873.722656250002 3.653500080108643 8055.6518554687509 9188.5839843750018 5.0659999847412118 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2 2 0 2 2 2 2 2 2 2 2 2 2 2 1 1 1 0 2 2 0 2 1 1 2 1 2 split_gain=6.25787 4.45364 16.8011 39.0871 33.4091 18.5451 39.3629 40.8162 73.7943 24.1094 21.7377 23.6923 21.1394 26.2452 19.1634 19.1118 18.9845 18.4204 17.7311 18.1349 16.9304 16.6784 25.6154 16.0997 15.8493 13.7246 18.5392 12.794 12.2234 12.108 threshold=90.500000000000014 1.1054999828338625 17012.167968750004 12127.694824218752 23484.753906250004 49.500000000000007 269.37811279296881 1126.780944824219 1526.1497802734377 844.91958618164074 8998.0522460937518 6113.6403808593759 181.1947937011719 151.73783874511722 2602.8994140625005 530.58538818359386 589.46820068359386 10.500000000000002 -6.4999999999999991 1.5000000000000002 50.500000000000007 496.29238891601568 409.80384826660162 48.500000000000007 42366.021484375007 3.5000000000000004 15.500000000000002 2102.052612304688 1.5000000000000002 4805.4782714843759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 20 6 12 9 -9 15 11 14 13 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16254.225255399942 232.35993511974812 124.22080825269222 2047.0166730880737 367.07061277329922 328.74606505036354 413.16698549687862 876.52091346681118 160.57500614225864 32.39899867773056 15.22961248457432 136.50424413383007 18.291191801428795 1544.2656770795584 503.10092653334141 162.34340587258339 138.31735868752003 159.39469912648201 16.332429185509682 153.78505137562752 132.53266528248787 55.107815369963646 125.27236448228359 47.750259913504124 276.65704162418842 leaf_count=8026 215 1287833 851 3094 1835 73346 1182 531 8547 1823 1385 1845 3660 665 149 73 622 80 6691 2716 671 635 700 71 636 547 225 508 247 1272 internal_value=6.76155e-06 7.63988e-06 -0.00035712 -0.000215634 -0.00423273 -0.000410702 -0.00145573 -0.00273112 -0.00170736 -0.00811397 -0.00222598 -0.00173437 0.00143587 -0.000221992 -0.00233783 -0.00484131 0.00397383 -0.00949248 -0.00425154 -0.00394428 -0.0113166 -0.00763626 -0.00447426 0.0249425 0.000137539 -0.000426956 0.00542458 0.00880069 -0.0103184 -0.00255131 internal_weight=325756 325741 27575.8 26604.6 971.245 25860.4 9606.14 6665.99 5600.78 1065.21 5476.56 5129.52 2940.16 2063.64 4716.35 698.138 168.066 347.037 2356.42 2324.02 370.574 530.072 391.755 31.562 600.671 2359.93 312.913 257.805 208.325 1820.92 internal_count=1410681 1410466 122633 118640 3993 115546 42200 29602 24496 5106 23965 22500 12598 8938 20655 3283 766 1465 10828 10679 1522 2517 1882 144 2471 9827 1280 1055 912 7963 is_linear=0 shrinkage=0.03 Tree=326 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 0 2 2 2 2 2 2 2 2 2 2 2 1 1 1 0 2 2 0 2 1 1 0 2 1 split_gain=5.97075 4.19213 15.8023 36.7982 31.3871 17.4631 37.066 38.585 69.3771 22.9026 20.4958 22.2848 19.8908 24.7603 18.0647 18.0282 17.8079 17.3241 16.4826 17.2037 15.8338 15.7995 24.1819 15.0468 14.9202 12.9072 17.4351 12.0883 12.0133 11.7311 threshold=90.500000000000014 1.1054999828338625 17012.167968750004 12127.694824218752 23484.753906250004 49.500000000000007 269.37811279296881 1126.780944824219 1526.1497802734377 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num_cat=0 split_feature=1 2 0 2 0 0 0 0 2 0 2 1 1 0 1 0 2 0 0 1 0 1 0 0 0 0 0 2 1 0 split_gain=5.69594 4.10578 17.335 8.39406 14.35 12.4879 9.48214 8.92979 14.6306 13.8073 10.6537 8.69767 6.55513 10.9745 9.88812 9.78766 8.99524 7.82095 6.05346 5.58289 5.25047 4.86408 5.97873 12.6579 6.70628 4.57834 8.66198 6.92884 11.964 16.297 threshold=90.500000000000014 134.73744964599612 49.500000000000007 67.829120635986342 78.500000000000014 66.500000000000014 54.500000000000007 51.500000000000007 112.33882141113283 54.500000000000007 112.33882141113283 -3.4999999999999996 -1.4999999999999998 68.500000000000014 1.0000000180025095e-35 73.500000000000014 112.33882141113283 76.500000000000014 68.500000000000014 1.5000000000000002 52.500000000000007 3.5000000000000004 41.500000000000007 32.500000000000007 47.500000000000007 35.500000000000007 34.500000000000007 87.470542907714858 1.0000000180025095e-35 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 21 6 5 7 -4 8 -5 10 -9 -11 13 -7 17 16 -16 18 -14 -12 -21 25 23 -23 -24 26 27 28 -1 -30 right_child=-2 -3 3 4 -6 12 -8 9 -10 11 19 -13 14 -15 15 -17 -18 -19 -20 20 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0057817496888413261 -0.019028076227521257 -5.4222705882276886e-06 -0.00098306735447095455 0.012357627202044783 -0.033482894967303389 0.0067516614660512488 0.0072567900709853495 -0.0054572157874785612 -0.0094476556006217998 -0.01729933624583134 -0.024595093834907981 -0.0022270191923802266 0.016327696281773663 -0.031405162442615549 0.020001805271340111 -0.018730712881082693 -0.00021889099330664683 0.036214964822657764 -0.0016238888396070143 -0.021911793668461264 0.0096486324111709453 0.019064931132462663 0.023486487838151833 -0.0072354078117761325 0.0050449564463987094 0.0030974890440595006 -0.0073775924904212579 0.0032205983295992874 -0.024889513251609055 -0.00018218549673924763 leaf_weight=69.722560405731201 14.14846392534673 321231.30481316661 373.87155883014202 72.857167303562164 13.390965633094309 15.226468294858934 189.35073080658913 95.224476203322411 44.675243034958839 36.183884754776955 62.199281632900238 722.25919952988625 46.347609996795654 12.235218092799185 24.492176070809364 20.380723744630814 103.3493368178606 11.685547038912771 26.613747641444206 9.4134421721100825 9.5642129033803922 25.11738196015358 34.672906100749969 47.835706248879433 36.355837196111679 1638.2102122455835 112.5178294479847 545.62121544778347 41.09373927116394 57.852880626916885 leaf_count=378 215 1390925 1590 315 95 65 811 415 201 159 271 3128 192 52 106 92 453 59 109 49 52 115 161 228 169 6975 483 2324 253 241 internal_value=6.35489e-06 7.18168e-06 0.000907247 -0.00128123 -0.00258441 -0.00226922 0.00178711 -0.00372454 0.00406922 -0.0047044 -0.0122643 -0.00294609 0.00361386 -0.0102486 0.00524863 0.000576972 0.00365504 0.013429 0.00977959 -0.0202494 -0.00600621 0.00249204 0.00785175 0.00181967 0.0140472 0.00217898 0.000359081 0.00157779 -0.00373645 -0.0104434 internal_weight=325744 325730 4498.32 1889.32 1326.1 1312.71 563.222 1052.38 117.532 934.844 176.401 758.443 260.331 27.4617 232.869 148.222 127.842 84.6469 72.9614 81.1769 18.9777 2609 143.982 72.9531 71.0287 2465.02 826.808 714.29 168.669 98.9466 internal_count=1410681 1410466 19541 8214 5813 5718 2401 4590 516 4074 787 3287 1128 117 1011 651 559 360 301 372 101 11327 673 343 330 10654 3679 3196 872 494 is_linear=0 shrinkage=0.03 Tree=328 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 0 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 0 2 0 1 1 1 2 2 split_gain=5.43293 3.95468 14.8575 34.6587 29.492 16.5299 34.703 36.4764 65.2351 21.753 19.3263 20.9602 18.8299 23.2816 17.0228 17.0059 16.7142 16.2952 15.3354 16.3215 14.967 22.8276 14.8161 14.4623 14.0849 12.6832 12.1392 16.398 11.8356 20.2582 threshold=90.500000000000014 1.1054999828338625 17012.167968750004 12127.694824218752 23484.753906250004 49.500000000000007 269.37811279296881 1126.780944824219 1526.1497802734377 844.91958618164074 8998.0522460937518 6113.6403808593759 181.1947937011719 151.73783874511722 2602.8994140625005 530.58538818359386 589.46820068359386 10.500000000000002 -6.4999999999999991 1.5000000000000002 496.29238891601568 409.80384826660162 50.500000000000007 27647.242187500004 48.500000000000007 1.5000000000000002 3.5000000000000004 15.500000000000002 40758.552734375007 33967.421875000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 22 6 12 9 -9 15 11 14 13 -1 26 20 24 -12 -16 -20 21 -8 -4 -6 -17 -25 -10 -28 29 -27 right_child=-2 -3 4 -5 23 -7 7 8 10 -11 17 -13 -14 -15 18 16 -18 -19 19 -21 -22 -23 -24 25 -26 28 27 -29 -30 -31 leaf_value=0.00084017088546450847 -0.018707143023772788 3.8748033088932692e-05 -0.0053219546064896435 0.0061836485221155981 0.0082404202397799112 0.00019556231054790137 -0.010256735924444106 0.019870171874363841 -0.001242982390429275 -0.013626674940632497 -0.010503089965737882 0.0048380536475795526 0.0050240891838882812 -0.0097623294996309461 -0.024338886396741543 0.0025873774976117483 -0.00082295026089017884 0.018468557543163792 -0.0024012627457755415 -0.0085257056816392032 -0.01574375817383963 0.0044978814252555847 -0.017396980218109419 -0.0052044703514654853 0.04260389867628004 -0.0025463096276981587 0.0082681793745987206 -0.0097650748356032987 -0.013565500679485039 0.027914507638003457 leaf_weight=1855.6682468801737 13.96229883097112 298162.91317539604 208.16803365945816 743.19744120538235 148.81401191651821 16253.925863340497 230.82164315134287 124.44795200228691 2047.335389867425 363.46453516185284 327.58050994575024 414.14783570170403 876.44805052876472 207.21027801930904 32.92175979912281 15.25279124081135 136.45257940888405 18.457047179341316 1820.2745903283358 498.97671919316053 137.17045266926289 159.6438012868166 163.11252892017365 352.74264480918646 16.457749471068382 40.565129622817039 258.18778686225414 55.06014122068882 20.138819977641106 38.110821351408958 leaf_count=8026 215 1287833 851 3094 611 73346 1182 531 8547 1823 1385 1845 3660 912 149 73 622 80 7963 2716 635 700 671 1458 71 164 1055 225 84 154 internal_value=6.16254e-06 6.96468e-06 -0.00033683 -0.000203696 -0.00398056 -0.000387336 -0.00137466 -0.00257349 -0.00160742 -0.00767842 -0.00209579 -0.00163265 0.0013403 -0.00022482 -0.00220128 -0.00457124 0.00373646 -0.00895779 -0.00400751 -0.00371891 -0.00721899 -0.00422423 -0.0106268 0.000129606 0.0233559 -0.00254337 -0.000401479 0.00509844 0.00695605 0.012209 internal_weight=325742 325728 27564.8 26593.1 971.652 25849.9 9595.98 6656.65 5597.39 1059.26 5472.94 5126.9 2939.33 2062.88 4712.76 695.799 168.163 346.038 2352.17 2319.25 527.636 390.465 371.281 600.371 31.7105 451.557 2360.58 313.248 98.8148 78.676 internal_count=1410681 1410466 122633 118640 3993 115546 42200 29602 24496 5106 23965 22500 12598 8938 20655 3283 766 1465 10828 10679 2517 1882 1522 2471 144 1860 9827 1280 402 318 is_linear=0 shrinkage=0.03 Tree=329 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 0 1 2 0 0 1 1 0 0 0 1 0 0 1 0 0 0 2 2 0 2 1 0 0 0 split_gain=5.18124 3.83597 16.2978 7.89835 13.8333 11.7657 13.0099 11.2083 21.2597 18.7573 11.2413 11.1929 11.4235 10.5613 8.9341 8.225 10.8874 9.14017 6.49716 7.91953 5.64191 5.28455 5.20903 4.98854 4.78741 4.78611 4.54593 5.56479 11.8566 6.23633 threshold=90.500000000000014 134.73744964599612 49.500000000000007 67.829120635986342 78.500000000000014 63.500000000000007 1.0000000180025095e-35 112.33882141113283 56.500000000000007 51.500000000000007 1.5000000000000002 -1.4999999999999998 68.500000000000014 52.500000000000007 54.500000000000007 5.5000000000000009 73.500000000000014 66.500000000000014 -3.4999999999999996 56.500000000000007 72.500000000000014 68.500000000000014 112.33882141113283 112.33882141113283 51.500000000000007 112.33882141113283 3.5000000000000004 41.500000000000007 32.500000000000007 47.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 26 14 5 7 11 9 10 -5 24 12 -7 -12 -4 16 17 23 19 -11 21 25 -19 -8 -9 -13 -1 28 -28 -29 right_child=-2 -3 3 4 -6 6 15 8 -10 18 13 20 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.002110474372683668 -0.018388748533941974 -5.4273552284386425e-06 -0.00095820657984929322 0.011986531605315294 -0.033164414174964352 0.0034911108237546114 -0.0052580776428799618 -0.0093606213560067115 0.014729242643844835 0.0014421877781221021 -0.01449817468061692 0.0044006990141627466 -0.030261069379257471 0.017873796622735888 0.0070413149299289775 0.021912460492869001 -0.028363533265780491 0.015375651097311451 -0.0033974005088954172 -0.029466285204870431 0.027849583017741059 -0.0043257148535994633 -0.00049867575195118542 -0.021995010338574331 -0.022652118499278891 0.016808252014308082 0.018375309858828143 0.022596433489034923 -0.0070391997312298209 0.0048581129872405796 leaf_weight=2463.9106624871492 13.780704311095176 321226.21784244804 373.851956859231 72.824241921305656 13.11856811493635 33.770822420716286 45.861221730709076 33.385647490620613 25.519582644104958 12.234650522470476 20.509000279009342 46.600414380431175 12.31606589257717 16.262602500617504 189.26092220842838 11.235201418399809 15.822390154004095 22.804234728217125 599.27850042283535 19.121053755283356 16.580977350473404 21.531283646821976 101.0090413838625 24.637812256813049 90.505868047475815 70.026362270116806 25.274187311530113 34.951335936784744 47.703909337520599 36.431463837623596 leaf_count=10654 215 1390925 1590 315 95 143 204 141 113 53 109 192 52 86 811 57 71 98 2603 83 80 88 440 109 391 290 115 161 228 169 internal_value=5.97472e-06 6.75297e-06 0.000876936 -0.00124593 -0.00251089 -0.00220435 0.00191985 -0.00416157 -0.0107069 -0.00242923 -0.0147472 0.00744889 -0.00552868 -0.000181352 0.00173041 -0.00309608 -0.00443321 -0.00248462 -0.00409393 -0.0174061 0.0113141 0.00932958 0.0024251 -0.0111073 -0.0190704 0.0118506 0.00241363 0.00758784 0.0017625 0.0135434 internal_weight=325736 325723 4496.34 1888.07 1324.96 1311.84 422.196 889.641 186.183 703.458 160.663 200.826 46.0869 36.7716 563.113 221.37 210.135 194.312 630.634 31.3557 154.739 138.158 123.813 70.499 123.892 116.627 2608.27 144.361 72.9781 71.3828 internal_count=1410681 1410466 19541 8214 5813 5718 1824 3894 840 3054 727 845 195 195 2401 979 922 851 2739 136 650 570 538 313 532 482 11327 673 343 330 is_linear=0 shrinkage=0.03 Tree=330 num_leaves=31 num_cat=0 split_feature=0 1 1 1 0 2 1 2 1 2 2 3 3 0 1 2 0 0 3 2 0 2 0 2 0 0 0 0 0 0 split_gain=6.74552 4.89053 17.4572 8.68594 6.90777 5.36478 12.0176 11.3338 4.07377 14.6751 12.2938 25.6468 22.9592 29.2032 25.3768 22.1691 54.4923 97.4065 40.5007 40.1028 66.9735 54.7318 37.5496 33.9751 32.7672 50.4611 62.8803 29.4288 37.2077 95.5386 threshold=94.500000000000014 56.500000000000007 82.500000000000014 30.500000000000004 95.500000000000014 3455.044799804688 1.0000000180025095e-35 3211.014770507813 1.5000000000000002 1637.6347656250002 16176.651367187502 74.000000000000014 5.4584999084472665 38.500000000000007 -14.499999999999998 13264.737792968752 12.500000000000002 18.500000000000004 1.1980000138282778 15423.644531250002 13.500000000000002 14427.237304687502 2.5000000000000004 15066.298339843752 22.500000000000004 35.500000000000007 31.500000000000004 59.500000000000007 68.500000000000014 74.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 5 -4 6 7 -2 10 -10 11 15 13 -12 -15 -1 22 19 -19 20 -18 -22 -17 -23 -20 26 -26 -27 -29 -30 right_child=1 2 4 -5 -6 -7 -8 -9 9 -11 12 -13 -14 14 -16 16 17 18 24 -21 21 23 -24 -25 25 27 -28 28 29 -31 leaf_value=7.4276515898719339e-05 -0.0054736786943947197 0.037722011856919507 0.017330371915140221 -0.026428439089209086 -0.027522700474269614 -0.003269021970550315 -0.0052068624654144384 0.026895271516741977 -0.00094551928883657307 5.4482117372952121e-05 -0.0018282662737507636 -0.010387567831522445 0.00017132135961976194 0.015230810454866572 8.1238017385372246e-05 0.020301190575929631 -0.0013442293766684945 0.0076005086465492384 -0.016415223491434264 0.019455160076684144 0.0064611908746600461 0.02379165428473428 -0.0038288611684943303 -0.0053576475477421304 -0.00097283452436946907 -0.0056967786031263349 0.012507593152591867 0.0090266634356413362 -0.025256046994127933 0.0037498840964195488 leaf_weight=196814.11556857824 14.731329724192618 11.542414501309397 4.6791794076561919 13.859821178019045 9.1005064649507386 856.57593246176839 54.824605986475945 28.708015441894531 19072.395044647157 42950.707038111985 15956.72719386965 208.59458207990974 31904.934025984257 100.51061296463013 10023.531666040421 60.112152859568596 585.32596638798714 613.0256614163518 116.09008467197418 262.86526481062174 733.018764346838 329.87271705269814 1684.1882937848568 40.393764346837997 765.51694970577955 1363.4199656546116 524.99933095276356 344.88632465898991 136.77305167913437 404.29850545525551 leaf_count=837100 66 55 32 67 192 3896 237 125 88839 179410 64291 3098 158622 625 41682 338 2540 2568 473 1152 3132 1408 7291 170 3118 5524 2122 1415 557 1653 internal_value=-4.18648e-05 -0.00250943 0.0105056 -0.00284964 -0.0122919 -0.00250739 0.00413184 0.0159182 -3.43176e-05 -0.000253023 1.72648e-05 0.00012636 -0.000368401 -0.00102865 0.000231642 0.00013707 0.00168872 0.00300273 0.000464561 0.00855519 0.0068584 0.0112101 -0.00299729 0.0206116 -0.000731976 -0.000217647 0.00451118 -0.00293068 0.00132613 -0.00358229 internal_weight=325990 994.022 25.3221 968.7 13.7797 954.84 98.264 43.4393 324996 62023.1 262973 204987 57985.7 26080.8 10124 204779 7964.79 6220.49 4269.01 1951.48 1688.61 1103.29 1744.3 370.266 3655.98 3539.89 1290.52 2249.38 885.958 541.072 internal_count=1411798 4670 279 4391 224 4324 428 191 1407128 268249 1138879 873659 265220 106598 42307 870561 33461 25832 17430 8402 7250 4710 7629 1578 14862 14389 5240 9149 3625 2210 is_linear=0 shrinkage=0.03 Tree=331 num_leaves=31 num_cat=0 split_feature=0 1 1 1 0 2 1 2 2 3 2 3 2 3 1 0 2 2 0 2 3 2 2 3 2 2 3 1 1 3 split_gain=6.35186 4.62783 16.5654 8.2294 6.62093 5.05284 11.3595 10.7828 4.03242 53.2249 126.234 113.235 82.5777 100.741 50.2301 42.7725 51.3901 41.3524 36.5993 34.8575 72.0193 70.9001 56.3577 53.182 71.8497 44.4114 135.073 44.9619 36.5427 33.8508 threshold=94.500000000000014 56.500000000000007 82.500000000000014 30.500000000000004 95.500000000000014 3455.044799804688 1.0000000180025095e-35 3211.014770507813 5975.3146972656259 2.3904999494552617 11087.062988281252 1.532000005245209 8226.4770507812518 1.1510000228881838 1.0000000180025095e-35 44.500000000000007 9188.5839843750018 6704.7329101562509 45.500000000000007 11333.392578125002 4.1315000057220468 8226.4770507812518 9879.8374023437518 4.7190001010894784 19525.543945312504 7188.3642578125009 3.2575000524520878 -2.4999999999999996 1.0000000180025095e-35 7.0125000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 5 -4 6 7 -2 -1 10 11 12 13 17 -13 16 -14 -10 -12 20 22 -22 25 24 28 26 -11 -28 -21 -25 right_child=1 2 4 -5 -6 -7 -8 -9 9 19 18 14 15 -15 -16 -17 -18 -19 -20 23 21 -23 -24 29 -26 -27 27 -29 -30 -31 leaf_value=4.8188633739525667e-05 -0.0053000060191398957 0.036885580416747686 0.01665235164141805 -0.025781388560698729 -0.027287732023424553 -0.0031715872707792406 -0.0050578710460460821 0.02629581891635762 -0.0060761272170157168 0.0049441526473400941 -0.0010402921086725338 -0.0051635327097562253 -0.0024068243352484229 -0.0092796772241912455 -0.012575933182230154 -0.00070166256226919044 0.011603875047756753 0.0055528489262826695 0.0013407645364259062 -0.002755970818648082 -0.0041062610824668605 0.001141426305706403 -0.0089032667494232994 0.0017354943583591995 -0.00071609240987423491 0.0052957165147135676 0.0076019865561244709 -0.0068821923818878005 -0.0096963617820825087 -8.3077500992974365e-05 leaf_weight=203825.9418319395 14.757228344678877 11.451413482427599 4.7229241654276839 13.782619051635264 8.9064466692507249 856.40677250549197 54.747587665915489 28.484983146190643 416.7473039701581 3404.3208289146423 13110.230391979218 1807.3744143247604 366.37300485372543 2035.1670740619302 1510.3719968050718 2426.3937280625105 660.17223870754242 810.31790991127491 10433.964944109321 1449.1003266647458 3341.7592437844723 7557.3391681825742 347.8045873939991 12305.459351450205 14065.820646733046 5338.1171606332064 219.02966850250959 1615.93623714149 1291.0972080230713 36643.373923033942 leaf_count=877819 66 55 32 67 192 3896 237 125 1880 14009 53252 7374 1509 8719 6208 10058 2704 3488 43397 5922 14371 31913 1429 51142 57161 21982 1013 6529 5193 180056 internal_value=-4.06062e-05 -0.002436 0.0102869 -0.00276559 -0.0120614 -0.00243322 0.00401997 0.0155131 -3.3285e-05 -0.000170351 -0.00118586 -0.00400371 -0.00176348 -0.00518612 -0.00853796 0.00147012 0.00660347 0.00160331 1.4909e-05 0.000218987 0.00125786 -0.000467561 0.00297916 -0.000125819 -0.00158188 0.00336987 0.0014077 -0.0051533 -0.00602607 0.000374101 internal_weight=325975 993.26 25.0808 968.179 13.6294 954.397 97.9898 43.2422 324982 121156 33577.1 10032.9 6715.17 3262.23 3317.75 3452.94 1026.55 1227.07 23544.2 87579.2 21824.3 10899.1 10925.2 65754.9 16806 10577.4 5239.29 1834.97 2740.2 48948.8 internal_count=1411798 4670 279 4391 224 4324 428 191 1407128 529309 138589 41940 28358 14087 13582 14271 4213 5368 96649 390720 91246 46284 44962 299474 68276 43533 21551 7542 11115 231198 is_linear=0 shrinkage=0.03 Tree=332 num_leaves=31 num_cat=0 split_feature=0 1 1 1 0 2 1 2 1 0 1 0 2 2 0 2 2 2 1 1 2 2 0 2 2 0 2 2 2 2 split_gain=5.98113 4.37962 15.7238 7.7978 6.34743 4.7591 10.7386 10.2603 3.92552 16.7141 16.2065 17.9966 15.0829 13.3346 12.1805 14.7974 29.2106 15.7577 10.9397 9.89628 9.6198 16.8069 9.5964 9.33325 27.2209 16.4693 14.1574 8.9807 8.74919 8.36404 threshold=94.500000000000014 56.500000000000007 82.500000000000014 30.500000000000004 95.500000000000014 3455.044799804688 1.0000000180025095e-35 3211.014770507813 10.500000000000002 22.500000000000004 24.500000000000004 40.500000000000007 3383.5720214843755 2292.840698242188 49.500000000000007 10120.596191406252 5699.5627441406259 1395.3037719726565 42.500000000000007 18.500000000000004 8430.8989257812518 28492.581054687504 48.500000000000007 4905.5217285156259 13578.460937500002 34.500000000000007 5975.3146972656259 3152.5231933593755 263.64595031738287 679.17321777343761 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 5 -4 6 7 -2 -1 12 -11 13 -10 28 15 16 17 18 -13 -14 -21 -22 27 25 26 -15 -25 -19 -12 -16 right_child=1 2 4 -5 -6 -7 -8 -9 9 10 11 14 19 23 29 -17 -18 22 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.746451266915874e-05 -0.0051322001059716906 0.036078721918349856 0.016007966932058915 -0.025152790601493225 -0.02705272593971322 -0.0030770501610692946 -0.0049130022489037271 0.025713508067772711 -0.0072629810011022485 -0.0023826278183701598 0.018263014060918913 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931.80882645398378 leaf_count=1376842 66 55 32 67 192 3896 237 125 537 19467 61 391 2149 258 192 314 217 454 52 59 66 176 105 143 632 415 123 289 277 3909 internal_value=-3.93915e-05 -0.00236473 0.0100736 -0.00268402 -0.0118338 -0.00236123 0.00391125 0.0151199 -3.22896e-05 -0.000765623 -0.00129708 0.00104181 0.00362993 0.00622647 -0.000673644 -0.00511705 -0.00797878 -0.00442934 -0.0160817 0.00542407 0.0157451 0.0103685 -1.61535e-05 0.00841065 0.00437117 0.0138302 -0.0119997 0.00241433 -0.00590957 0.00112936 internal_weight=325961 992.498 24.8399 967.658 13.4822 953.954 97.714 43.0418 324968 6439.38 5744.79 1821.1 694.59 452.747 1368.35 394.969 317.785 275.786 75.7582 596.365 73.3302 58.907 200.027 383.692 219.837 163.855 64.5644 175.955 69.0549 973.382 internal_count=1411798 4670 279 4391 224 4324 428 191 1407128 30286 27299 7832 2987 1909 5923 1822 1508 1291 443 2450 301 242 848 1571 898 673 266 743 338 4101 is_linear=0 shrinkage=0.03 Tree=333 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 1 0 2 1 0 1 2 2 2 0 2 1 2 2 1 2 2 2 2 2 0 0 2 2 2 split_gain=5.66399 10.2498 14.8019 10.4984 17.2637 4.35797 16.1801 14.2117 14.1805 22.4242 16.3599 14.0903 14.8368 10.4143 22.7023 12.9635 9.77889 20.4221 24.6315 9.3451 9.09862 15.8492 8.78894 8.42218 8.08409 7.85944 8.12205 7.96756 7.6701 12.9639 threshold=95.500000000000014 3.5000000000000004 82.500000000000014 1.0000000180025095e-35 3673.091186523438 10.500000000000002 22.500000000000004 3383.5720214843755 21.500000000000004 40.500000000000007 34.500000000000007 245.54091644287112 2471.414184570313 12411.391601562502 46.500000000000007 55938.710937500007 12.500000000000002 17466.614257812504 15804.419433593752 18.500000000000004 8430.8989257812518 28492.581054687504 1637.6347656250002 2928.0368652343755 40758.552734375007 89.500000000000014 49.500000000000007 68532.378906250015 1338.8272094726565 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 3 -3 4 -2 -1 7 -7 13 11 25 -10 22 -8 15 16 17 18 -15 -9 -21 -22 -13 -14 -23 26 28 -27 -11 -30 right_child=1 2 -4 -5 -6 6 8 19 9 10 -12 12 23 14 -16 -17 -18 -19 -20 20 21 24 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-1.7059534544929883e-05 0.024403033111164003 0.016169768191864508 -0.026817599749333221 -0.0068866311330917094 -0.0018783475632138807 -0.0070711113474386808 -0.0016849706830231038 0.0038584772189544604 0.034544686922536053 -0.017449817117330176 0.0012470580025105476 -0.00066361321212155 0.027526682200036803 -0.0075778995106373231 0.00050212233180205461 0.0029280703484855179 -0.015289087232211625 -0.015238850700243868 0.039434128694321481 0.036700826240066577 -0.015150223832674765 0.02841642544257025 -0.020133929399236448 0.0055395174551597448 0.00010840528855587527 -0.034940914141043646 -0.0013966808041615184 -0.0071213233277926287 0.00087280863662594389 -0.014126241935013288 leaf_weight=318856.23527325585 26.052683427929878 46.475662738084793 8.5325952153652889 387.43506510183215 164.71448674798012 97.869178220629692 2709.4686482995749 522.93417531251907 14.166357129812239 61.033800385892391 891.968331374228 72.741070702672005 16.115893810987473 24.169203564524651 308.45419256389141 58.717558160424232 266.438392624259 62.644161999225616 17.145983263850212 14.373752638697622 16.230607777833939 29.453822657465935 29.25844831764698 578.85945178568363 13.125316917896269 15.149597540497778 408.01698990166187 23.85526779294014 124.23390689492226 89.027238175272942 leaf_count=1378263 117 226 192 1836 722 537 13953 2149 81 425 3772 397 66 114 1265 258 1245 281 77 59 66 123 126 2402 53 76 1804 98 526 489 internal_value=-3.82122e-05 -0.00287278 0.00950179 -0.00405005 0.00171085 -3.26949e-05 -0.000803785 0.00352415 -0.00132419 0.000486684 -0.00146965 0.00492481 0.00432277 -0.00254532 -0.00570581 -0.0101682 -0.0122442 -0.00444058 0.0119323 0.00526365 0.0153044 0.0100748 -0.00624865 0.00613508 0.0196903 -0.0048291 -0.00408037 -0.0179265 -0.00807239 -0.00538864 internal_weight=325955 633.21 55.0083 578.202 190.767 325322 6465.45 693.987 5771.46 2324.43 1613.29 711.141 696.975 3447.04 737.569 429.115 370.398 103.959 41.3152 596.118 73.1835 58.8097 102 594.975 42.5791 721.317 682.312 39.0049 274.295 213.261 internal_count=1411798 3093 418 2675 839 1408705 30442 2987 27455 10262 7190 3072 2991 17193 3240 1975 1717 472 191 2450 301 242 523 2468 176 3418 3244 174 1440 1015 is_linear=0 shrinkage=0.03 Tree=334 num_leaves=31 num_cat=0 split_feature=0 1 1 0 1 2 1 2 2 3 2 3 2 3 1 0 2 2 0 2 3 3 2 2 3 3 2 2 3 3 split_gain=5.36181 4.21395 17.2116 5.96139 5.95185 4.17865 9.669 9.64201 3.82616 49.6855 118.571 106.78 77.7094 95.0314 47.3523 40.2325 48.3225 38.9572 34.3207 32.8067 68.0104 50.169 67.5799 41.9003 61.0302 46.6451 52.4276 34.4143 159.876 59.9278 threshold=94.500000000000014 74.500000000000014 82.500000000000014 95.500000000000014 30.500000000000004 3455.044799804688 1.0000000180025095e-35 3211.014770507813 5975.3146972656259 2.3904999494552617 11087.062988281252 1.532000005245209 8226.4770507812518 1.1510000228881838 1.0000000180025095e-35 44.500000000000007 9188.5839843750018 6704.7329101562509 45.500000000000007 11333.392578125002 4.4095001220703134 4.7190001010894784 18421.471679687504 9644.7543945312518 5.0659999847412118 5.9049999713897714 8055.6518554687509 7188.3642578125009 3.2575000524520878 2.7749999761581425 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 4 -3 -4 5 6 7 -2 -1 10 11 12 13 17 -13 16 -14 -10 -12 20 27 22 -21 25 -25 -22 -27 28 -11 -29 right_child=1 2 3 -5 -6 -7 -8 -9 9 19 18 14 15 -15 -16 -17 -18 -19 -20 21 23 -23 -24 24 -26 26 -28 29 -30 -31 leaf_value=4.9009795737502865e-05 -0.0052351249069975507 0.0424084907192935 0.015347451477257801 -0.026582275065112054 -0.020815415631170408 -0.0029041429571702668 -0.0047030715200270965 0.024751964946431847 -0.0058928063100687159 0.0048027936514176486 -0.0010035074343432487 -0.0050072519382055748 -0.0023271676561331632 -0.0090060917502677272 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125 1880 14009 53252 7374 1509 8719 6208 10058 2704 3488 43397 9686 10018 231198 58590 6538 10202 8093 4475 1276 8248 28387 internal_value=-3.707e-05 -0.00224057 0.0106666 -0.0112627 -0.00253712 -0.00223455 0.0036601 0.0143659 -3.03512e-05 -0.000163879 -0.00114523 -0.00387724 -0.00170123 -0.00502438 -0.00828198 0.00143472 0.00641252 0.00156806 1.84434e-05 0.000212275 0.00122025 -0.00012222 -0.00153649 -0.000739423 0.00159903 -0.00249025 0.000126598 0.00265173 0.000843129 0.0040099 internal_weight=325949 990.846 22.2539 13.1612 968.593 952.82 97.193 42.6265 324958 121138 33566.4 10026.6 6711.15 3258.32 3315.43 3452.83 1026.77 1226.92 23539.8 87572 21819.7 65752.3 16804.9 9210.57 3943.52 5267.05 2833.02 12609.2 5407.83 7201.33 internal_count=1411798 4670 267 224 4403 4324 428 191 1407128 529309 138589 41940 28358 14087 13582 14271 4213 5368 96649 390720 91246 299474 68276 39326 16740 22586 12568 51920 22257 29663 is_linear=0 shrinkage=0.03 Tree=335 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 3 2 2 3 0 0 2 2 3 2 0 2 3 3 3 2 2 1 0 2 0 0 2 3 2 split_gain=8.34846 49.6621 100.32 82.9559 67.8624 40.6476 86.6725 63.4427 151.168 81.3749 55.2722 44.1161 39.8124 74.0689 74.9111 49.7164 48.4756 118.96 107.118 46.9641 54.0826 52.9304 39.0982 38.2219 53.2359 55.5103 43.6431 38.122 47.3382 141.581 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 39.500000000000007 8430.8989257812518 2.7749999761581425 2385.3286132812505 3910.889038085938 1.3535000085830691 50.500000000000007 68.500000000000014 1395.3037719726565 17918.074218750004 8.545499801635744 12986.766601562502 10.500000000000002 14427.237304687502 4.7190001010894784 5.9049999713897714 6.4175000190734872 15423.644531250002 15066.298339843752 1.0000000180025095e-35 71.500000000000014 7510.0949707031259 61.500000000000007 46.500000000000007 13264.737792968752 3.653500080108643 8430.8989257812518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 7 -7 10 9 -9 -1 -12 13 16 -15 -14 18 -18 27 21 -21 -19 -6 24 26 -26 -5 28 -3 -30 right_child=1 12 -4 23 22 6 -8 8 -10 -11 11 -13 15 14 -16 -17 17 19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.00027608057773169083 -0.0023174879254961255 0.0041287481082457082 -8.2409256014120768e-05 -0.012146711589134279 -0.0073549881327726269 0.00021577021128554334 -0.0022263973564523695 -0.0068176999776407019 0.0034854305296892216 0.0023949819664796793 -0.0014849149856529401 -0.0088459831897351113 0.00057337713091418978 0.0007519542812243036 -0.0069423180600927357 -0.0013259379347123534 -0.0059742551247952518 0.020324627953475879 -0.0030320160709277383 -0.00065338567711512691 0.0082916172126138461 -0.0012147359245997694 -0.015859903805365089 0.012937992444931967 0.00036424135448520645 -0.0092356824582807001 -0.0028298173950647605 0.0092911941146166504 -0.0044068054288735666 0.0028285618126205514 leaf_weight=122198.43094810657 1400.9465773627162 5685.2035659477115 26529.264559715986 734.57025270909071 1157.0649638175964 43698.313870390877 18665.57271406427 2288.8851141259074 14146.312611266971 1385.065334379673 2836.7185426354408 987.95185803622007 26875.966768056154 2760.8954797172919 1938.3461315417662 23034.216777691618 773.98613858222961 418.76795814931393 4500.0106779932976 884.55340618640184 1948.0586416050792 136.03355069458485 839.38230094313622 155.86673460900784 5198.8859770298004 605.20821695029736 1178.3852631226182 645.73056607693434 3375.9231785908341 8724.0279431939125 leaf_count=526166 5790 23411 108746 3243 4716 189949 81072 10537 58083 5840 11989 4232 136461 12805 10270 95080 3130 1779 18877 3750 8265 565 3458 635 21572 2452 5081 2685 13869 36113 internal_value=8.88768e-06 -0.000190627 -0.00108975 -0.00346094 -0.00737901 0.000124511 -0.000515173 0.000401848 0.00207731 -0.00334455 0.000164929 -0.00338635 0.000225356 0.00105512 -0.00242178 -0.000303182 0.0016582 0.00463706 0.00111761 0.00706163 0.00549832 0.0150433 -0.0109308 -0.00177018 -0.00206725 -0.000636768 -0.00640748 0.00213076 0.00187078 0.000809872 internal_weight=325709 119501 37799.6 11270.3 3397.39 206207 62363.9 143843 17820.3 3673.95 126023 3824.67 81701.7 31791.5 4699.24 49910.2 27092.3 4161.4 22930.9 3387.41 2832.61 554.802 1996.45 7872.92 7717.05 5804.09 1912.96 18430.9 17785.2 12100 internal_count=1410621 522753 155693 46947 13964 887868 271021 616847 74460 16377 542387 16221 367060 135519 23075 231541 112444 17489 94955 14359 12015 2344 8174 32983 32348 24024 8324 76078 73393 49982 is_linear=0 shrinkage=0.03 Tree=336 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 3 2 2 3 0 0 2 2 3 2 0 2 3 3 3 2 2 2 2 1 0 0 2 3 0 split_gain=7.85534 46.7353 94.4448 78.1034 63.9539 38.2459 81.5425 59.7226 142.292 77.1221 52.025 41.5799 37.4692 69.7019 70.4518 46.7779 45.6926 112.058 100.791 44.4296 51.0018 50.1232 37.2667 58.8313 37.0592 36.1672 35.9927 50.5288 74.032 59.3933 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 39.500000000000007 8430.8989257812518 2.7749999761581425 2385.3286132812505 3910.889038085938 1.3535000085830691 49.500000000000007 68.500000000000014 1395.3037719726565 17918.074218750004 8.545499801635744 12986.766601562502 10.500000000000002 14427.237304687502 4.7190001010894784 5.9049999713897714 6.4175000190734872 15423.644531250002 15066.298339843752 358.41200256347662 558.56738281250011 1.0000000180025095e-35 22.500000000000004 71.500000000000014 7882.7980957031259 1.1510000228881838 61.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 7 22 10 9 -9 -1 -12 13 16 -15 -14 18 25 -3 21 -21 -19 -7 -24 -6 -18 27 28 -5 -29 right_child=1 12 -4 26 24 6 -8 8 -10 -11 11 -13 15 14 -16 -17 17 19 -20 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.00026779629822503803 -0.0022481481059103041 0.0020673371047595307 -7.9936893977140174e-05 0.0015145050035773101 -0.0071327280700214917 0.0031991298416111733 -0.0021594279480905208 -0.0071275340911098554 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23075 231541 112444 17489 94955 14359 12015 2344 189949 174510 8174 3130 32983 32348 10781 21567 is_linear=0 shrinkage=0.03 Tree=337 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 3 2 2 3 0 0 2 3 2 2 3 2 0 2 3 3 3 2 2 2 3 2 2 3 2 split_gain=7.39144 43.9804 88.9111 73.541 60.2757 35.9864 76.7162 56.2206 134.016 66.2054 48.9684 39.1895 35.6696 61.2356 35.2629 65.5912 66.26 44.013 43.0714 105.557 94.8362 42.0379 48.0957 47.4711 35.9375 44.5775 133.234 56.2721 39.5692 72.462 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 39.500000000000007 8430.8989257812518 2.7749999761581425 2385.3286132812505 3910.889038085938 1.532000005245209 51.500000000000007 68.500000000000014 1395.3037719726565 21.500000000000004 3152.5231933593755 17918.074218750004 8.545499801635744 12986.766601562502 10.500000000000002 14427.237304687502 4.7190001010894784 5.9049999713897714 6.4175000190734872 15423.644531250002 15066.298339843752 13264.737792968752 3.653500080108643 8430.8989257812518 9879.8374023437518 5.0659999847412118 11087.062988281252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 7 -7 10 9 -9 -1 -12 -8 -14 15 18 -17 -16 20 -20 24 23 -23 -21 25 27 -27 -3 -28 -30 right_child=1 14 -4 -5 -6 6 12 8 -10 -11 11 -13 13 -15 17 16 -18 -19 19 21 -22 22 -24 -25 -26 26 28 -29 29 -31 leaf_value=0.00025976065520708742 -0.0021808823139309931 0.0047458597013394855 -7.7538619152082755e-05 -0.001666749549206344 -0.010301482321844928 0.00020302544725893121 -0.002502959991334494 -0.0050798333198003353 0.0034166125868301252 0.0031441443702793022 -0.0013976200642471679 -0.0083413202296241332 -0.01747642814005677 0.0038189571732891088 0.0005396120400783911 0.00070757580122163938 -0.0065274451424360046 -0.001247507703203203 -0.0056209804448230701 0.019272409051395819 -0.0028511659861078713 -0.00061463090147561943 0.0078238012904843172 -0.0011425588125102215 0.008962782309203535 -0.0043358755197325733 0.0042561597437534918 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41.4116 40.5984 99.4334 89.2376 39.7798 45.3542 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 40.500000000000007 1.5000000000000002 2.7749999761581425 2385.3286132812505 3910.889038085938 1.3535000085830691 49.500000000000007 68.500000000000014 1395.3037719726565 358.41200256347662 558.56738281250011 21.500000000000004 3152.5231933593755 80.500000000000014 71.500000000000014 7510.0949707031259 61.500000000000007 46.500000000000007 17918.074218750004 8.545499801635744 12986.766601562502 10.500000000000002 14427.237304687502 4.7190001010894784 5.9049999713897714 6.4175000190734872 15423.644531250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 4 -2 7 12 10 9 -9 -1 -12 -7 16 -8 -16 -14 18 20 -20 -5 22 25 -24 -23 27 -27 -3 -28 -30 right_child=1 21 -4 17 -6 6 14 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 19 -21 -22 24 23 -25 -26 26 28 -29 29 -31 leaf_value=0.00025196627472333496 -0.004769816305521082 0.0019460665582090538 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4895.2840247601271 605.0867251008749 1177.5386568531394 26867.145714275073 2760.5414663320407 1940.2874532043934 23035.99988864176 774.01256451010704 550.04980960488319 4503.792811460793 884.8432344570756 1939.9251330420375 leaf_count=526166 12493 76078 108746 2804 3158 15439 72318 9431 58083 6946 11989 4232 48155 125639 657 8097 716 635 20324 2452 5081 136461 12805 10270 95080 3130 2344 18877 3750 8265 internal_value=8.11778e-06 -0.000174016 -0.000994913 -0.00316188 -0.00646004 0.000113646 -0.000470174 0.000366808 0.00189805 -0.00307598 0.000150526 -0.00309442 0.000196935 -5.20886e-05 -0.00203165 0.00205324 -0.00181019 -0.0014832 -0.00177556 -0.000459229 -0.00578517 0.000205791 0.000963694 -0.00220951 -0.000276743 0.00151471 0.00424551 0.00102045 0.0064697 0.00503244 internal_weight=325650 119464 37788.9 11259.5 3797.83 206186 62365 143821 17800 3665.05 126021 3820.13 43696.6 40241.2 18668.4 1650.09 11508.9 7461.69 7306.1 5500.37 1805.73 81675 31771.8 4700.83 49903.1 27071 4148.83 22922.2 3374.82 2824.77 internal_count=1410621 522753 155693 46947 15651 887868 271021 616847 74460 16377 542387 16221 189949 174510 81072 8754 48871 31296 30661 22776 7885 367060 135519 23075 231541 112444 17489 94955 14359 12015 is_linear=0 shrinkage=0.03 Tree=339 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 1 0 1 0 2 0 0 3 3 2 2 3 0 0 2 1 3 2 2 3 2 2 0 0 0 split_gain=6.54394 38.9461 78.7816 65.4915 56.8071 34.4244 33.9554 37.7443 31.9012 45.61 68.9716 52.9934 32.3963 31.8605 67.9165 49.819 119.426 66.2139 43.3831 34.8132 33.7453 47.0302 47.7547 32.5956 31.5746 54.3406 31.2339 58.2637 42.0434 38.964 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 39.500000000000007 8430.8989257812518 1.0000000180025095e-35 27.500000000000004 3.5000000000000004 71.500000000000014 7882.7980957031259 43.500000000000007 61.500000000000007 1.1054999828338625 2.7749999761581425 2385.3286132812505 3910.889038085938 1.3535000085830691 50.500000000000007 68.500000000000014 1395.3037719726565 1.0000000180025095e-35 12.393000125885012 358.41200256347662 890.76861572265636 21.500000000000004 3152.5231933593755 17918.074218750004 7.5000000000000009 5.5000000000000009 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 4 6 -6 -2 -8 9 10 -5 -11 -12 15 20 18 17 -17 -1 23 21 22 -15 -20 -16 -26 27 28 -3 -28 right_child=1 26 -4 8 5 -7 7 -9 -10 11 12 -13 -14 14 24 16 -18 -19 19 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=0.00024440570424687295 0.0073020276815315734 -0.00066774986865745449 -7.2955936055779148e-05 -0.014387030356666842 -0.0064630907822471545 -0.014459500028351734 -0.0024487908023854976 -0.020857214913438601 0.01189089262314038 0.00080820815366661983 0.0031368740992743917 -0.0089128988462977166 -0.0051789601274261077 0.0054651399644158813 -0.0023547545476064382 -0.0061339920143336979 0.0030929294588398775 0.0021837993010660711 -0.0025847274156432921 -0.0078654171126188357 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95080 internal_value=7.87408e-06 -0.000168813 -0.000965203 -0.00306836 -0.00655327 -0.00980917 -0.00192266 -0.004289 -0.00156558 -0.0018369 -0.00518258 -0.000245227 -0.0024687 0.00011024 -0.000456081 0.00035582 0.00184179 -0.00298638 0.00014601 -0.00300279 0.000191033 0.00098734 0.000683658 -0.00131544 -0.00197071 0.00199296 0.000199647 0.000934981 -0.00333243 -0.000268452 internal_weight=325628 119451 37784.3 11254.9 3391.06 1991.08 1399.98 1114.17 7863.82 7708.39 2484.99 5223.4 1919.14 206177 62363.3 143813 17793.2 3661.89 126020 3818.64 43695 22849.5 21765.9 2834.91 18668.3 1649 81666.9 31766 2640.15 49900.9 internal_count=1410621 522753 155693 46947 13964 8174 5790 4612 32983 32348 10781 21567 8365 887868 271021 616847 74460 16377 542387 16221 189949 100099 94304 11989 81072 8754 367060 135519 14303 231541 is_linear=0 shrinkage=0.03 Tree=340 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 2 2 2 2 3 2 3 0 2 3 3 2 0 0 2 0 0 0 0 1 2 0 2 1 split_gain=4.21655 5.26173 20.9566 5.84919 4.74096 4.65634 22.4723 12.6829 12.1872 3.81515 26.9114 24.5278 67.0923 34.86 29.097 23.7325 51.4043 23.1358 81.8843 125.891 31.0548 30.9075 106.999 38.9005 40.0336 26.0158 21.3982 20.3437 57.6511 20.262 threshold=88.500000000000014 75.500000000000014 31791.298828125004 82.500000000000014 73.500000000000014 97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 922.17691040039074 8.545499801635744 814.81753540039074 1.1510000228881838 51.500000000000007 789.36499023437511 4.4095001220703134 3.0835000276565556 1526.1497802734377 10.500000000000002 44.500000000000007 1164.8808593750002 36.500000000000007 28.500000000000004 15.500000000000002 22.500000000000004 23.500000000000004 1443.1333007812502 24.500000000000004 1126.780944824219 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 8 -8 -7 10 11 14 13 -13 -1 16 -14 18 20 21 -11 22 23 -20 -25 -23 -22 -26 -29 -12 right_child=-2 2 -4 -5 -6 6 7 -9 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409.38797910697758 270.14458004385233 1468.0492196679115 45.034117475152016 1142.5637295693159 2250.9506835192442 311.84893052279949 216281.65395844157 3580.4781288281083 5081.5664611682296 1510.7659662365913 2619.7530087977648 1503.2495293021202 998.69896173477173 303.14342702925205 24.511098757386208 119.02706594765186 137.95087847113609 630.95418354868889 448.89523157477379 leaf_count=367012 242 46 101 76 77 177 76 405 139 1032 2179 1313 6149 189 4918 9997 1324 942758 16119 22003 6802 10980 6277 4290 1276 116 556 588 2634 1945 internal_value=2.48648e-06 3.27401e-06 0.00992929 -0.00812929 1.80973e-06 2.6679e-06 -0.00530697 -0.0146156 0.00931643 5.09081e-06 -0.000157824 -0.000207299 -0.002407 -0.015737 -9.78922e-05 -0.00136471 0.00122398 6.98213e-05 0.00114447 0.00188533 -0.0047996 0.00387246 0.00284815 0.00474035 0.00801326 0.0066439 -0.00335767 0.0039872 0.00658208 0.0051297 internal_weight=325833 325816 48.057 26.2475 325768 325749 148.579 90.7879 57.7914 325601 92584 91725.7 4346.03 315.179 87379.7 4030.85 1779.9 233017 16735 14880.3 1854.65 9798.74 7154.48 5651.23 2070.75 2644.26 1629.79 1072.05 768.905 858.283 internal_count=1411796 1411554 223 122 1411331 1411254 797 481 316 1410457 395026 390902 18972 1502 371930 17470 7473 1015431 72673 64283 8390 42280 31184 24907 8788 11096 7358 4498 3222 4124 is_linear=0 shrinkage=0.03 Tree=341 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 2 2 2 1 0 2 2 0 2 1 2 2 2 1 2 1 2 1 1 1 1 0 2 1 split_gain=4.00453 4.97635 19.9095 5.53937 4.45864 4.38974 21.2044 12.3015 11.3668 3.6128 9.07817 8.57842 5.85517 5.73067 10.2555 12.3356 8.55141 17.2724 8.19557 17.4376 8.5062 7.10438 6.74135 6.10099 5.57971 7.59621 5.3732 5.02631 8.89736 8.25415 threshold=88.500000000000014 75.500000000000014 31791.298828125004 82.500000000000014 73.500000000000014 97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 34.500000000000007 90.500000000000014 14763.748535156252 30553.010742187504 49.500000000000007 1289.946716308594 49.500000000000007 10120.596191406252 8226.4770507812518 2385.3286132812505 42.500000000000007 2726.1987304687505 45.500000000000007 11617.274414062502 42.500000000000007 39.500000000000007 42.500000000000007 42.500000000000007 56.500000000000007 9416.2739257812518 58.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 8 -8 -7 -1 11 13 -12 16 -15 -16 17 18 19 -11 -20 -21 -18 -22 -13 -26 -14 -17 29 -29 right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 12 24 26 14 15 27 22 -19 20 21 23 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-3.3869855431761097e-07 -0.014475196932347344 -0.024629479559438155 0.030995988020471373 0.0034701309564978866 -0.014796114594383302 -0.0026988982893914027 -0.040836908041783665 -0.0096319528448177184 0.024089314589331334 -0.022269028347950734 -0.029373442091432198 0.017198264948897476 -0.019165251842923652 0.021811125394446407 0.0067064651486498953 0.0054465043004557744 0.027157258281462721 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321 internal_value=2.41194e-06 3.17597e-06 0.00967969 -0.0078971 1.75537e-06 2.5878e-06 -0.00515634 -0.0142335 0.00901311 4.93879e-06 0.00189722 0.00250289 -0.0129997 0.00116611 0.00306221 0.00203935 -0.00258948 -0.00508877 -0.002815 -0.0109948 0.00192775 0.00895363 0.0100834 -0.00235287 0.0091402 0.00486805 -0.00390282 -0.00317275 -0.00560694 -0.00302218 internal_weight=325824 325806 47.8246 26.2114 325759 325740 148.376 90.4394 57.9369 325592 905.537 870.158 35.3788 724.284 481.293 456.394 242.991 202.964 190.13 69.7802 120.349 25.1971 40.0275 93.4347 145.874 95.3317 22.7432 215.609 168.127 147.445 internal_count=1411796 1411554 223 122 1411331 1411254 797 481 316 1410457 3794 3624 170 3005 1965 1859 1040 879 825 326 499 109 161 389 619 407 104 874 681 597 is_linear=0 shrinkage=0.03 Tree=342 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 2 2 2 2 3 2 3 0 2 3 3 2 0 0 2 0 0 0 0 1 2 1 0 2 split_gain=3.80257 4.70699 18.9185 5.24678 4.1936 4.13866 20.0092 11.9367 10.6074 3.58555 25.3781 23.091 63.5575 33.0666 27.38 22.3246 48.3811 21.7974 77.058 118.512 29.1978 29.1363 100.713 36.6423 37.7649 24.3572 20.143 19.2156 19.1449 54.3148 threshold=88.500000000000014 75.500000000000014 31791.298828125004 82.500000000000014 73.500000000000014 97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 922.17691040039074 8.545499801635744 814.81753540039074 1.1510000228881838 51.500000000000007 789.36499023437511 4.4095001220703134 3.0835000276565556 1526.1497802734377 10.500000000000002 44.500000000000007 1164.8808593750002 36.500000000000007 28.500000000000004 15.500000000000002 22.500000000000004 23.500000000000004 1443.1333007812502 1.0000000180025095e-35 24.500000000000004 1126.780944824219 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 8 -8 -7 10 11 14 13 -13 -1 16 -14 18 20 21 -11 22 23 -20 -25 -23 -22 -12 -26 -30 right_child=-2 2 -4 -5 -6 6 7 -9 -10 17 27 12 15 -15 -16 -17 -18 -19 19 -21 26 25 -24 24 28 -27 -28 -29 29 -31 leaf_value=-0.00015613353848294669 -0.014168399449349636 -0.024023234059211959 0.030349216982110652 0.003361704375110765 -0.014347081790982647 -0.0026200027374180712 -0.040333192305345732 -0.0093569664889683532 0.023216220695899046 -0.014785986041480145 0.0097041697091431785 -0.019338670851536385 -0.0010924316790624875 0.0084320239995415332 0.0045186143735638932 -0.0033089040632344052 0.011920056870219726 -1.3157435105711578e-05 0.002762882329672609 -0.0018882987062200786 -0.0041918124615480208 0.0067271292823246048 -0.0041377363241993969 0.011978574985821017 -0.0025168930916635063 -0.023487340499009739 0.0086345145099187004 0.00070624477986493746 0.02344682105518197 0.0026587743645142201 leaf_weight=86236.306468605995 17.041684882715344 10.545731544494631 21.414582282304764 15.627779223024843 18.330540776252747 32.581091664731503 13.101464744657276 76.989530745893717 25.492040701210499 224.96816045790911 407.45867734216154 268.4517824202776 1467.9471793174744 45.066710919141769 1142.5500045791268 2251.3037184178829 311.77313679456711 216281.06302199676 3579.435419626534 5080.3749842271209 1511.1337908655405 2618.4705646634102 1503.0941894948483 997.5820736438036 303.12138310074806 24.234887897968292 118.86246168613434 448.97507131099701 137.82840251922607 630.95798280835152 leaf_count=367012 242 46 101 76 77 177 76 405 139 1032 2179 1313 6149 189 4918 9997 1324 942758 16119 22003 6802 10980 6277 4290 1276 116 556 1945 588 2634 internal_value=2.33842e-06 3.07964e-06 0.00943743 -0.00767213 1.70142e-06 2.50888e-06 -0.0050103 -0.0138617 0.00872118 4.79002e-06 -0.00015315 -0.000201146 -0.00233583 -0.0153468 -9.50074e-05 -0.00132389 0.00118711 6.75428e-05 0.00111081 0.00182979 -0.00465478 0.00375831 0.0027637 0.00460007 0.00777771 0.00645005 -0.00325649 0.00498712 0.00386814 0.00638567 internal_weight=325822 325805 47.5881 26.1735 325757 325739 148.164 90.091 58.0731 325591 92579.8 91723.4 4344.54 313.518 87378.9 4031.02 1779.72 233011 16730.1 14875.1 1854.96 9794.72 7152.02 5648.93 2069.49 2642.71 1630 856.434 1071.91 768.786 internal_count=1411796 1411554 223 122 1411331 1411254 797 481 316 1410457 395026 390902 18972 1502 371930 17470 7473 1015431 72673 64283 8390 42280 31184 24907 8788 11096 7358 4124 4498 3222 is_linear=0 shrinkage=0.03 Tree=343 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 2 3 2 0 2 2 2 2 2 0 2 2 2 0 2 2 0 2 0 0 0 2 1 1 split_gain=3.61024 4.45265 17.98 4.97033 3.94474 3.96733 6.608 8.9243 7.57619 4.65917 38.936 48.6857 23.0062 26.7911 34.0782 24.1868 14.7391 18.496 13.5996 13.5809 86.9305 20.5543 15.0462 27.4542 13.5753 12.3894 11.76 36.6485 16.7667 11.6187 threshold=88.500000000000014 75.500000000000014 31791.298828125004 82.500000000000014 73.500000000000014 94.500000000000014 4076.2145996093755 21.500000000000004 4417.2790527343759 87.500000000000014 64691.324218750007 11617.274414062502 8226.4770507812518 1248.5628051757815 1395.3037719726565 90.500000000000014 440.65109252929693 358.41200256347662 22743.409179687504 89.500000000000014 50009.173828125007 43957.078125000007 90.500000000000014 55938.710937500007 89.500000000000014 90.500000000000014 92.500000000000014 84255.890625000015 1.5000000000000002 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 9 7 -7 -8 -1 11 12 13 16 24 -14 17 -11 29 20 -20 -21 23 -23 -15 -16 -12 -28 -29 -13 right_child=-2 2 -4 -5 -6 6 8 -9 -10 10 26 18 15 14 25 -17 -18 -19 19 21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-4.1964360133122886e-06 -0.013865967243308235 -0.023434825330160211 0.029720876791476045 0.0032568117655900355 -0.013913112166391043 -0.0048998895957571235 -0.024889790492813441 0.0083975700991675353 -0.0027487051342925087 0.012240823041437717 0.0074916056268136246 -0.0016442417392186382 0.034197890231454496 -0.025952301453072917 -0.0030021152618423348 0.005038143405144524 0.010609058763578339 -0.031269795364929354 -0.02590798053352646 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2.9875e-06 0.00920211 -0.00745407 1.65038e-06 2.43364e-06 -0.00192239 0.00309723 -0.00315539 8.12863e-06 0.00105571 -0.00101636 0.0029483 0.00178274 -0.00107607 0.0162014 0.00862847 -0.00982501 -0.00529693 -0.00888094 -0.000263521 -0.011512 -0.0240995 -0.00944781 -0.0158918 0.00130583 0.00553379 0.00100869 0.00376639 -0.00254613 internal_weight=325813 325796 47.3483 26.134 325748 325730 960.898 189.487 771.411 324769 3776.57 2581.89 1340.4 1232.05 869.108 108.353 362.944 35.1786 1241.48 539.096 126.096 413 91.0208 37.2587 120.373 748.735 1194.68 360.789 333.081 702.388 internal_count=1411796 1411554 223 122 1411331 1411254 4379 873 3506 1406875 16294 10976 5824 5364 3772 460 1592 156 5152 2259 535 1724 382 157 538 3234 5318 1582 1467 2893 is_linear=0 shrinkage=0.03 Tree=344 num_leaves=31 num_cat=0 split_feature=1 1 2 0 2 2 2 1 1 0 2 2 0 2 1 2 2 2 1 2 1 1 1 1 1 1 0 2 1 1 split_gain=3.4271 4.21241 17.0907 3.86285 18.6377 11.6087 10.1247 3.71221 3.4643 8.42435 8.09223 5.57078 5.35984 9.60679 11.6194 8.02876 16.4333 7.6584 16.438 8.04178 6.7096 6.66959 6.49378 5.29731 7.12639 5.06415 4.72789 8.34749 7.76267 7.88665 threshold=88.500000000000014 75.500000000000014 31791.298828125004 97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 73.500000000000014 34.500000000000007 90.500000000000014 14763.748535156252 30553.010742187504 49.500000000000007 1289.946716308594 49.500000000000007 10120.596191406252 8226.4770507812518 2385.3286132812505 42.500000000000007 2983.330444335938 41.500000000000007 45.500000000000007 40.500000000000007 39.500000000000007 42.500000000000007 42.500000000000007 56.500000000000007 9416.2739257812518 58.500000000000007 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 7 6 -6 -5 8 -1 10 12 -11 15 -14 -15 16 17 18 -10 -19 -21 -20 -17 -12 -25 -13 -16 28 -28 -30 right_child=-2 2 -4 4 5 -7 -8 -9 9 11 23 25 13 14 26 22 -18 19 21 20 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=-6.0097403068144867e-07 -0.013567901129948707 -0.0072426246819153718 0.029109783855663728 -0.0027223431011531695 -0.039817346732216721 -0.0090111870256522637 0.022482075211191641 -0.01349354461053353 -0.021664599232159944 -0.028711534001657286 0.016760380240791128 -0.018556160588308421 0.021080968869804161 0.0065140544420035683 0.0052875389398749882 -0.0030389846007379154 -0.037916224515278235 0.011689366547461309 0.024498318490598525 -0.00012137482604025969 -0.023974514864262837 -0.0063711328268187678 0.021172010918086601 -0.01511999778726718 0.0081251085280096783 0.0098113604168653962 -0.010331804955739479 -0.023271044127831243 0.01302558395242881 -0.0059235055822224282 leaf_weight=324674.50986169826 16.748663487844169 26.093010954558849 21.012975469231606 32.580552846193314 12.850001428276299 76.843872305005789 25.626400876790285 18.338056206703186 44.215224005281925 12.408509276807306 50.384426862001419 10.824996739625933 25.003397151827812 240.66721484065056 47.454754203557968 18.826914995908737 12.731819614768026 46.228049486875534 12.300587229430677 61.201722010970116 12.839845612645147 12.910895034670828 21.19500444829464 13.899552822113035 81.290256440639496 11.879069387912748 68.385717481374741 20.707400783896446 39.203474044799805 39.873401954770088 leaf_count=1406663 242 122 101 177 76 405 139 77 217 66 212 51 106 985 193 76 54 189 53 255 55 56 85 58 349 53 276 84 159 162 internal_value=2.20151e-06 2.89914e-06 0.00897341 1.60192e-06 -0.0048456 -0.0134246 0.00837424 3.80373e-06 4.56396e-06 0.00185868 0.00244057 -0.0125479 0.00114245 0.00297481 0.00198265 -0.00249501 -0.00492245 -0.00270801 -0.0106417 0.00187179 -0.00425784 0.00868996 0.00978279 0.00889438 0.00473087 -0.0037139 -0.00307504 -0.00543482 -0.00293017 0.00347077 internal_weight=325809 325792 47.106 325745 147.901 89.6939 58.207 325597 325579 904.432 869.32 35.1126 723.745 481.295 456.292 242.45 202.428 189.696 69.4267 120.27 74.0416 25.2115 40.0219 145.574 95.1898 22.7041 215.625 168.17 147.463 79.0769 internal_count=1411796 1411554 223 1411331 797 481 316 1410534 1410457 3794 3624 170 3005 1965 1859 1040 879 825 326 499 310 109 161 619 407 104 874 681 597 321 is_linear=0 shrinkage=0.03 Tree=345 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 2 0 0 2 0 2 0 0 2 1 2 0 1 2 0 2 2 1 1 0 2 3 2 0 2 split_gain=6.19349 14.1282 38.0739 28.444 27.4203 22.5626 50.5723 53.9067 59.6199 29.9572 22.0615 20.6661 20.0721 20.0644 24.872 18.0572 18.0229 19.2771 16.5407 15.7266 24.5425 25.3328 17.3391 15.5714 15.1825 14.2599 13.9532 13.9176 13.7292 22.6761 threshold=1.5000000000000002 16543.466796875004 8.545499801635744 5.5000000000000009 2047.524841308594 99995.847656250015 12.500000000000002 5.5000000000000009 39196.445312500007 58.500000000000007 2817.958129882813 26.500000000000004 71.500000000000014 1443.1333007812502 5.5000000000000009 4246.3449707031259 90.500000000000014 6.5000000000000009 1526.1497802734377 4.5000000000000009 27647.242187500004 26764.801757812504 2.5000000000000004 3.5000000000000004 90.500000000000014 6704.7329101562509 12.393000125885012 2680.677124023438 86.500000000000014 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 -2 23 13 6 7 8 19 11 27 -7 -8 24 18 26 -11 -18 -15 20 21 -3 -21 -4 -5 -17 -12 -6 -1 -30 right_child=1 5 3 4 10 9 12 -9 -10 16 15 -13 -14 14 -16 25 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=4.3054663678915195e-05 -0.00033488746949590848 -0.01792251752019652 0.0063570729974291237 -0.0078980403623361527 -0.013304149462755795 -0.0032944141121430191 0.0006052282098748641 0.0069944985468472316 0.0048044404387855792 0.008800246514098933 -0.0069795850025344813 -0.019804691526452398 -0.0036833904444004244 0.043827640407259047 -0.030800207704892908 -0.019031524303037107 -0.0073697194261648476 0.00887000846777488 0.0077198263124984628 0.0026839944140043281 -0.032168184271799176 0.025320585094170824 -0.017335943298927826 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0.00463326 -0.00256583 -0.00200344 -0.00938148 -0.00395173 -5.66796e-05 -0.00037437 0.00713422 -0.00745784 0.00380133 -0.00161499 0.0103157 -0.0128938 -0.0203408 -0.00666148 -0.00641931 0.00421068 -0.00583223 -0.0110198 -0.00196279 -0.0198893 7.13667e-05 0.00172791 internal_weight=325673 62215.3 49451.8 1682.28 1422.94 12763.4 10379.4 2854.09 704.911 2384 982.297 1784.92 7525.33 440.644 185.476 830.297 599.081 287.536 171.125 293.553 136.523 63.3053 157.03 259.336 255.167 503.756 326.541 152 263458 4427.09 internal_count=1411215 269614 217217 7358 6228 52397 42433 11712 3025 9964 4258 7281 30721 1970 823 3571 2683 1368 754 1230 577 279 653 1130 1147 2118 1453 687 1141601 19283 is_linear=0 shrinkage=0.03 Tree=346 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 2 0 0 2 0 2 0 0 2 1 2 0 1 2 2 1 0 1 2 0 2 0 2 2 0 split_gain=5.82884 13.2956 35.8889 26.8159 25.9019 21.2364 47.8643 54.6056 56.2167 28.204 21.0561 19.5751 19.4052 18.8747 23.5423 17.0539 16.9996 18.1342 15.2853 15.1439 78.965 35.1261 33.9448 29.5245 28.5237 24.4133 18.7766 18.4699 17.8475 25.046 threshold=1.5000000000000002 16543.466796875004 8.545499801635744 5.5000000000000009 2047.524841308594 99995.847656250015 11.500000000000002 5.5000000000000009 39196.445312500007 58.500000000000007 2817.958129882813 26.500000000000004 71.500000000000014 1443.1333007812502 5.5000000000000009 4246.3449707031259 90.500000000000014 6.5000000000000009 1526.1497802734377 30553.010742187504 4.5000000000000009 7.5000000000000009 3.5000000000000004 25918.428710937504 6.5000000000000009 21398.625000000004 8.5000000000000018 17918.074218750004 47554.107421875007 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 13 6 7 8 -3 11 -6 -7 -8 -5 18 -12 -11 -18 -15 21 -21 23 25 27 -25 26 -23 -9 -22 -30 right_child=1 5 3 4 10 9 12 19 -10 16 15 -13 -14 14 -16 -17 17 -19 -20 20 28 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=6.9226817261366943e-05 -0.00032486283710494345 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101.86642014514655 159.19031782448292 611.30416230857372 38.829526722431183 53.073438122868538 223.44231849908829 56.720095366239548 117.08325208723545 295.52217274904251 332.74549950659275 117.77555330097675 32.368661746382713 58.310971960425377 leaf_count=1141601 209859 1230 1130 1147 687 6974 26698 59 1795 1315 1453 307 4813 54 69 2118 773 595 700 2504 159 213 897 227 474 1188 1336 476 130 234 internal_value=7.55405e-06 -0.00025364 -0.000476441 -0.00478596 -0.00640621 0.000609726 0.00119616 0.00467071 -0.00249319 -0.00194444 -0.00912227 -0.00383497 1.45213e-06 -0.000364004 0.00690598 -0.0072457 0.00369072 -0.00156606 0.00997493 0.00725429 0.0106327 0.00518701 0.0081582 -0.00360153 0.00452351 0.00483057 -0.000139425 -0.0142931 -0.0106468 -0.0179344 internal_weight=325662 62206.7 49446.5 1680.08 1420.49 12760.2 10377.5 2655.26 703.782 2382.67 979.977 1784.12 7722.27 440.515 185.826 829.01 598.55 287.614 171.647 1951.48 740.813 1210.67 904.783 305.885 173.803 681.341 385.819 132.082 129.509 90.6796 internal_count=1411215 269614 217217 7358 6228 52397 42433 10922 3025 9964 4258 7281 31511 1970 823 3571 2683 1368 754 7897 3027 4870 3634 1236 701 2737 1549 535 523 364 is_linear=0 shrinkage=0.03 Tree=347 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 2 2 2 2 0 0 0 0 0 1 2 2 2 2 1 0 0 0 2 2 2 2 2 1 split_gain=5.6761 25.1097 50.3882 21.4744 18.4496 17.6748 16.8849 22.4877 14.5349 14.4797 37.2221 21.3837 19.5685 16.2944 14.0745 13.7012 11.8297 14.9606 10.857 27.3364 13.8739 10.4829 8.5243 8.47067 96.9707 25.2016 38.5416 23.6267 22.0315 17.0919 threshold=86.500000000000014 52302.683593750007 10603.448730468752 92.500000000000014 -2.4999999999999996 8598.4760742187518 1126.780944824219 971.01849365234386 25918.428710937504 45473.716796875007 88.500000000000014 92.500000000000014 91.500000000000014 95.500000000000014 89.500000000000014 12.500000000000002 89440.765625000015 68532.378906250015 1395.3037719726565 1289.946716308594 1.0000000180025095e-35 96.500000000000014 93.500000000000014 80.500000000000014 10120.596191406252 3673.103149414063 1986.3098144531252 2983.330444335938 814.81753540039074 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 5 -3 -4 6 7 -2 15 11 -11 -10 -12 -14 -7 21 17 -5 19 -8 -21 -6 -18 -1 25 26 28 -28 -25 -30 right_child=1 3 4 16 8 14 18 -9 9 10 12 -13 13 -15 -16 -17 22 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=1.2208091671547925e-05 0.0025296573136661272 0.0064317763108153042 0.0092436473135118925 0.0054619724774950962 -0.0028940947426266041 0.041513512348073253 0.00080217781026450377 0.016838135479391361 -0.022615489467431697 0.024439504410706615 -0.030916272941016201 -0.0071733764612269832 0.024807007270146494 -0.019957478447783381 0.010070313255300469 -0.016811851765137161 0.0076442882386089763 -0.020095253071059159 0.0018127787434832454 0.0040165463097015484 -0.028420869111457844 0.018931227058978959 -0.00020892407001704046 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0.00216447 0.00723521 -0.00518181 -0.00968773 0.000644864 -0.0124619 -0.0139859 0.0034713 0.0172262 -0.00330195 0.000163611 -0.0103212 0.000544135 -0.00495088 -0.021217 -0.00246435 0.00131299 -9.15722e-06 -0.00112385 -0.00430451 -0.00261582 0.00438054 -0.00463744 -0.00830427 internal_weight=325652 5544.27 3550.93 1993.34 1628.49 1922.44 1849.55 447.893 1544.35 454.629 96.2271 358.402 59.588 29.3376 72.884 1089.72 883.473 87.2813 1401.66 262.906 68.6906 1026.1 796.192 320107 6020.11 3545.75 2452.45 549.783 1902.66 830.786 internal_count=1411215 24347 15312 9035 6871 8441 8125 1956 6508 1940 407 1533 255 131 316 4568 4077 400 6169 1169 313 4266 3677 1386868 25382 15050 10595 2364 8231 3600 is_linear=0 shrinkage=0.03 Tree=348 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 2 2 0 0 2 0 0 0 1 0 1 0 2 2 1 1 1 2 1 0 1 2 0 2 split_gain=5.49107 12.413 34.3617 20.6462 21.7533 31.1428 24.0559 20.3082 45.0726 51.4296 52.9968 25.899 18.543 18.1751 16.0863 15.981 17.1532 14.9647 23.1814 24.2881 16.3936 14.7402 14.6913 14.307 74.7808 33.0675 31.9983 27.813 26.8628 22.9975 threshold=1.5000000000000002 16543.466796875004 12.500000000000002 5.5000000000000009 2047.524841308594 3267.230346679688 1289.946716308594 99995.847656250015 11.500000000000002 5.5000000000000009 39196.445312500007 58.500000000000007 26.500000000000004 71.500000000000014 5.5000000000000009 90.500000000000014 6.5000000000000009 4.5000000000000009 27647.242187500004 25918.428710937504 2.5000000000000004 5.5000000000000009 3.5000000000000004 30553.010742187504 5.5000000000000009 7.5000000000000009 3.5000000000000004 25918.428710937504 6.5000000000000009 21398.625000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 22 6 14 -5 8 9 10 17 12 -9 -10 -6 -13 -17 18 19 -3 -19 -8 -2 25 -25 27 29 -11 -29 -27 right_child=1 7 -4 4 5 -7 21 11 13 23 -12 15 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=6.6961878186721501e-05 0.0060262978963101458 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85.543118551373482 72.825385868549347 24.167215764522552 71.104830205440521 21.83100064098835 20.25160638988018 651.25167052447796 88.32157476246357 385.81605775654316 223.1943426579237 56.730390086770058 116.91600625216961 295.27894046902657 leaf_count=1141601 1037 179 207164 1518 1020 4956 1265 6974 26698 535 1795 1315 307 4813 60 773 595 355 298 100 298 104 93 2672 355 1549 897 227 474 1188 internal_value=7.10567e-06 -0.000246433 -0.000461698 -0.00401762 -0.00501799 -0.0070873 -0.000448709 0.000587983 0.00116146 0.00453563 -0.00242255 -0.00191073 -0.00372201 2.56913e-06 -0.0170077 0.00349424 -0.00160044 -0.0121835 -0.0194761 -0.00613129 -0.00586624 0.00558203 0.00395272 0.00704383 0.010331 0.00503444 0.00791755 -0.00349746 0.0043916 0.00468706 internal_weight=325646 62196 49441.1 2330.47 2070.59 1425.17 645.422 12754.9 10374 2652.15 702.71 2380.94 1783.32 7721.82 237.368 597.615 287.527 292.346 135.699 62.8731 156.648 309.67 259.883 1949.44 739.573 1209.87 904.289 305.578 173.646 681.095 internal_count=1411215 269614 217217 10053 8923 6036 2887 52397 42433 10922 3025 9964 7281 31511 1080 2683 1368 1230 577 279 653 1369 1130 7897 3027 4870 3634 1236 701 2737 is_linear=0 shrinkage=0.03 Tree=349 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 2 2 2 2 0 0 0 0 0 1 2 2 2 2 1 0 0 0 2 2 2 2 2 0 split_gain=5.38092 23.5721 47.2494 20.1514 17.3416 16.6229 15.8866 21.1558 13.6453 13.6148 35.0865 20.069 18.3404 15.3577 13.2758 12.9205 11.11 14.0914 10.2304 25.9956 13.2708 9.81883 8.07884 7.97752 91.2501 23.705 36.2763 22.205 20.7655 16.688 threshold=86.500000000000014 52302.683593750007 10603.448730468752 92.500000000000014 -2.4999999999999996 8598.4760742187518 1126.780944824219 971.01849365234386 25918.428710937504 45473.716796875007 88.500000000000014 92.500000000000014 91.500000000000014 95.500000000000014 89.500000000000014 12.500000000000002 89440.765625000015 68532.378906250015 1395.3037719726565 1289.946716308594 1.0000000180025095e-35 96.500000000000014 93.500000000000014 80.500000000000014 10120.596191406252 3673.103149414063 1986.3098144531252 2983.330444335938 814.81753540039074 82.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 5 -3 -4 6 7 -2 15 11 -11 -10 -12 -14 -7 21 17 -5 19 -8 -21 -6 -18 -1 25 26 28 -28 29 -25 right_child=1 3 4 16 8 14 18 -9 9 10 12 -13 13 -15 -16 -17 22 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=1.1577332139513185e-05 0.0024534081610662764 0.0062417416367292937 0.0089871624488966437 0.0053103224050802004 -0.0027997558301139642 0.040307521837795027 0.00077802571436162585 0.016331534520198473 -0.021902749549299765 0.023810047597197528 -0.029879575007004121 -0.006943120402115875 0.024055331220700537 -0.019445965435413305 0.0097608950916582421 -0.016358623944616062 0.0074520784349496032 -0.019488252950621399 0.0017574831235182469 0.0038968482203843302 -0.027875092120338552 0.01826553095496504 -0.0001995718199955023 -0.0050528786586143144 0.003331459913432732 -0.0078507155128778837 0.01071774837870863 -0.0013688241398479586 -0.0080633718021124959 0.0024914058897575479 leaf_weight=314077.29153546307 300.58164294064045 1107.6887315809727 83.930779293179512 33.41565639898181 1005.715570166707 16.571000099182129 194.23242688179016 147.30464550852776 122.83256807923317 36.495793700218201 30.349095612764359 235.3558860309422 15.381621152162554 13.908765103667973 56.342905297875404 63.199836693704128 153.97834056615829 53.865994270890951 1138.9205590598285 15.244322642683981 52.855354383587837 20.316708505153656 641.90708669275045 601.31140077859163 2473.1897017210722 1093.1792989075184 255.53996086120605 294.40787917375565 829.96687813103199 470.25042270123959 leaf_count=1361486 1318 4958 363 154 4154 69 856 638 503 152 124 1030 65 66 247 302 687 246 5000 63 250 112 2990 2609 10332 4455 1071 1293 3600 2022 internal_value=6.8905e-06 0.000933833 -0.00053166 0.00354669 -0.00429313 0.00265334 0.00209934 0.00701776 -0.00501525 -0.00938271 0.000641691 -0.0120732 -0.013536 0.00339841 0.0167032 -0.00319356 0.000166498 -0.00999415 0.000527249 -0.00481384 -0.0207628 -0.00238264 0.00128078 -9.15356e-06 -0.00109112 -0.00417686 -0.00253858 0.00424735 -0.00450117 -0.0017421 internal_weight=325636 5540.4 3549.54 1990.86 1627.49 1922.05 1849.14 447.886 1543.56 454.324 96.1353 358.188 59.6395 29.2904 72.9139 1089.23 883.167 87.2817 1401.25 262.332 68.0997 1026.03 795.885 320095 6017.85 3544.66 2451.48 549.948 1901.53 1071.56 internal_count=1411215 24347 15312 9035 6871 8441 8125 1956 6508 1940 407 1533 255 131 316 4568 4077 400 6169 1169 313 4266 3677 1386868 25382 15050 10595 2364 8231 4631 is_linear=0 shrinkage=0.03 Tree=350 num_leaves=31 num_cat=0 split_feature=2 0 1 2 0 2 2 2 0 1 0 2 0 0 2 1 1 1 0 2 2 2 0 2 0 2 2 1 2 0 split_gain=4.63466 27.7383 19.0793 18.3755 16.2043 55.2537 25.7748 18.8332 21.2932 41.6512 18.8069 17.2663 15.8742 23.5271 34.2186 25.9618 24.4695 15.0095 17.8023 26.813 14.9002 23.3993 33.4799 24.5922 21.941 30.3156 25.0407 17.1214 14.8277 14.7755 threshold=286.97653198242193 60.500000000000007 -9.4999999999999982 317.43702697753912 51.500000000000007 210.22515869140628 263.64595031738287 269.37811279296881 45.500000000000007 1.0000000180025095e-35 33.500000000000007 282.07974243164068 67.500000000000014 79.500000000000014 207.08887481689456 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 52.500000000000007 276.59585571289068 199.21649169921878 228.54534149169925 61.500000000000007 276.59585571289068 63.500000000000007 181.1947937011719 173.86003112792972 1.0000000180025095e-35 276.59585571289068 42.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -2 6 -6 -4 -8 10 -10 -9 28 20 14 -14 -16 -17 18 19 -7 24 -22 23 -23 26 27 -3 -26 -12 -13 right_child=3 12 4 -5 5 17 7 8 9 -11 11 29 13 -15 15 16 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0057975909451587525 0.0018991188520984536 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1070.546664789319 557.04400040209293 25.807971701025963 776.07137262821198 83.991284355521202 1469.513031244278 130.19419229030609 145.11881950497627 54.175765931606293 23.461582332849503 145.38997973501682 143.18779994547367 19.745393037796021 leaf_count=2559 19728 1068 108128 1213774 29194 82 3552 5005 319 697 2837 760 2524 551 123 304 429 4391 2284 104 3349 365 6308 552 612 231 101 642 610 82 internal_value=-1.39144e-05 -0.000309736 -5.79695e-05 2.93855e-05 -0.000135943 0.00101457 -0.000477481 -0.00300411 -0.00164952 -0.0111585 -0.000806312 0.00217734 -0.00269452 0.000821482 0.00274014 0.0133462 0.017834 0.00589905 0.00211418 0.0200266 -0.00371793 -0.00476253 -0.002776 0.00830485 0.000456529 0.00547731 -0.00593323 0.00163523 0.000250109 0.0100909 internal_weight=325645 41579.1 37608.6 284066 37114.4 8495.67 28618.7 3224.36 2390.09 194.68 2195.41 1018.92 3970.42 895.128 774.586 202.28 172.248 1673.71 603.162 46.1175 3075.29 2459.77 1683.7 214.185 615.522 344.685 270.837 290.509 819.37 199.546 internal_count=1411265 177763 160604 1233502 158045 36055 121990 13862 10310 1016 9294 4289 17159 3931 3380 856 733 6861 2470 186 13228 10574 7225 917 2654 1485 1169 1254 3447 842 is_linear=0 shrinkage=0.03 Tree=351 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 0 0 2 2 0 1 1 2 0 2 2 0 1 3 2 0 0 1 1 2 3 2 0 2 0 split_gain=4.39273 24.2313 27.5701 47.0751 37.2311 16.9709 20.5825 64.0149 26.4291 20.0981 31.2701 28.3483 33.7317 41.1496 30.8134 17.6122 14.7156 14.6943 13.9501 13.4042 13.3127 30.2961 12.9646 12.7741 15.9124 27.0364 21.4431 12.6133 12.3945 26.5389 threshold=294.42443847656256 317.43702697753912 1.1980000138282778 1.469500005245209 1.5979999899864199 60.500000000000007 44.500000000000007 184.1896667480469 186.24382019042972 67.500000000000014 1.0000000180025095e-35 -1.4999999999999998 269.37811279296881 79.500000000000014 207.08887481689456 181.1947937011719 47.500000000000007 12.500000000000002 1.0205000042915346 308.54922485351568 15.500000000000002 11.500000000000002 -9.4999999999999982 -1.4999999999999998 302.06753540039068 1.247500002384186 308.54922485351568 74.500000000000014 263.64595031738287 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 16 23 -5 6 8 -8 -1 -7 11 -11 13 14 15 27 19 18 -9 -2 21 -10 -20 -4 -25 -26 -27 -13 29 -22 right_child=1 -3 3 4 -6 9 7 17 20 10 -12 12 -14 -15 -16 -17 -18 -19 22 -21 28 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.0010730915397993098 -0.016955911974901264 -1.6993769131828799e-06 0.029886327518170941 -0.023450591295635332 0.0025798599630673532 -0.0032551559546966529 -0.00067433111332782772 -0.0070657434855680877 0.0068101604539535371 -0.0046067394660414566 -0.0033229908075265309 0.0048406467102684748 0.02965835043864682 -0.021263480336089758 0.030270602773375597 -0.016610398442237308 0.0042391555050990456 -0.010828181668046544 0.012409659419611649 0.009638526146043512 0.000709103509589497 -0.030662556616028496 0.0031133168303176528 0.023764407243970515 -0.013204872309031524 0.0034755958742901387 0.033405072916640882 0.026892235837332683 -0.0028663841413240311 -0.0022884040325943165 leaf_weight=5107.0175861120224 125.23359552770853 279412.49573499069 46.356268316507339 50.286144003272057 2981.7242422997952 3229.7822608947754 12312.68194039166 118.72019709646702 35.365526914596558 131.76144950091839 544.87889496982098 110.57993052899837 74.276803776621819 39.978422150015831 59.599897295236588 27.883933395147324 60.905120745301247 68.640895314514637 137.96345597505569 19.746540158987045 5107.4196359217167 43.060596123337746 6314.1031688153744 72.300732508301735 43.231391489505768 52.726795464754105 36.429404810070992 29.592114984989166 3700.7081024348736 5543.6564840897918 leaf_count=22016 578 1213774 193 210 12619 13891 52922 496 173 545 2508 450 301 162 239 112 260 477 735 83 21560 209 26465 296 184 217 153 136 15661 23640 internal_value=-1.35001e-05 2.93259e-05 0.00251399 0.00318183 0.00214814 -0.000296987 -9.83737e-05 0.000605999 -0.000781651 -0.00209639 0.00157799 0.00721573 0.0117717 0.00680764 0.0117372 0.00516443 -0.00813529 0.00298034 0.00312459 -0.0133337 -0.00143807 -0.0137646 0.0033121 0.0156662 0.0124458 0.00626433 0.0157048 0.00949602 -0.00137071 -0.000851035 internal_weight=325639 282901 3488.94 3283.05 3032.01 42737.7 38489.3 18952.1 19537.2 4248.33 1018.55 473.673 341.911 267.634 227.656 168.056 205.885 6639.43 6570.79 144.98 14430.2 78.4261 6452.07 251.045 204.688 132.388 89.1562 140.172 14351.8 10651.1 internal_count=1411265 1228567 14793 13872 12829 182698 164354 81095 83259 18344 4453 1945 1400 1099 937 698 921 28173 27696 661 61243 382 27200 1043 850 554 370 586 60861 45200 is_linear=0 shrinkage=0.03 Tree=352 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 1 0 0 1 2 0 0 2 2 1 2 1 1 2 0 2 0 0 2 1 0 2 0 1 2 split_gain=4.13359 22.8017 25.9669 44.336 35.116 16.2155 15.3125 19.9629 30.3885 26.4831 32.8911 17.4884 50.8769 23.9274 23.5701 18.1572 17.2818 16.8948 30.1333 16.7409 16.5832 16.394 13.895 13.4472 15.0697 13.4046 12.6631 12.2614 12.2029 14.9647 threshold=294.42443847656256 317.43702697753912 1.1980000138282778 1.469500005245209 1.5979999899864199 -9.4999999999999982 60.500000000000007 67.500000000000014 1.0000000180025095e-35 276.59585571289068 79.500000000000014 52.500000000000007 210.22515869140628 263.64595031738287 1.0000000180025095e-35 269.37811279296881 -1.4999999999999998 -1.4999999999999998 207.08887481689456 53.500000000000007 181.1947937011719 33.500000000000007 47.500000000000007 202.10085296630862 -2.4999999999999996 27.500000000000004 308.54922485351568 66.500000000000014 -1.4999999999999998 302.06753540039068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 22 28 -5 -1 11 -8 9 10 17 13 19 -7 -14 25 -11 -9 20 23 -19 -17 26 24 -13 -15 -2 -6 -4 -30 right_child=1 -3 3 4 27 6 7 8 -10 16 -12 12 14 15 -16 21 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0048681593980630274 -0.016503417087496128 -1.6483842233761025e-06 0.029150642038964305 -0.022813827060962015 0.0032907968186690752 -0.00014945663251284441 -0.0032369125920896679 -0.0030390002854947863 -0.0032268740974802979 -0.0048395709513907453 -0.018517999975096407 -0.0089108692344068013 0.00098897736049919824 0.00075489024876845856 0.0085332547510388133 -0.0036640258115682714 0.02897911576063536 0.0092298856950605457 0.029146417993394947 -0.00098917395493010427 -0.016096532460338684 0.00059413595998354337 0.0041101277564375436 0.019197313264636959 0.0035531011132369306 -0.0085305266889502025 0.0093383671212585017 -0.0021910117773915002 0.023040983930684836 0.0060735753532881421 leaf_weight=541.94863767176867 124.8136889860034 279412.51237744454 46.104223936796188 50.141209319233894 2553.0066398009658 26590.931200273335 3191.5256303995848 99.881306424736977 544.28473180532455 16.959233060479164 51.360303193330765 95.894806206226349 579.76410323381424 177.68973022699356 1043.5995253622532 1679.6518007069826 68.643398001790047 139.89750854671001 64.480391323566437 4561.9829599633813 27.910456836223602 1578.4293064847589 60.932169258594513 44.887450411915779 974.50935151427984 658.36302103102207 19.769450165331364 428.92309860885143 72.333103835582733 132.43785409629345 leaf_count=2793 578 1213774 193 210 10807 113215 13717 411 2508 70 209 405 2378 776 4268 7108 279 586 259 19615 112 6893 260 188 4121 2787 83 1812 296 554 internal_value=-1.30958e-05 2.84457e-05 0.00243887 0.00308647 0.00208364 -0.000288112 -0.000354345 -0.00207212 0.00159612 0.00719172 0.00382426 -0.000164191 0.00115549 -0.000478172 0.00583891 -0.00261314 0.0222791 0.00727884 0.0117154 -0.000183689 0.0050175 -0.00160109 -0.00790598 0.00311106 0.00243649 -0.00655706 -0.01297 0.00250229 0.0152066 0.0120671 internal_weight=325634 282901 3488.46 3282.95 3032.07 42732.6 42190.6 4204.94 1013.42 469.133 383.53 37985.7 7300.64 30685.1 1623.36 4094.13 85.6026 332.17 232.288 5677.27 167.808 3258.08 205.515 1115.29 1070.4 836.053 144.583 2981.93 250.875 204.771 internal_count=1411265 1228567 14793 13872 12829 182698 179905 18151 4434 1926 1577 161754 30975 130779 6646 17564 349 1368 957 24329 698 14001 921 4714 4526 3563 661 12619 1043 850 is_linear=0 shrinkage=0.03 Tree=353 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 1 0 0 1 2 0 0 2 2 1 1 1 2 2 1 0 3 0 0 0 2 2 1 1 0 split_gain=3.88966 21.458 24.458 41.7608 33.2066 15.2883 14.4183 18.7924 28.6238 25.0184 30.9558 16.5003 52.6376 25.6208 17.4466 16.3559 15.9239 28.4308 15.6089 13.4944 13.1205 12.6691 12.3165 33.4305 13.3234 33.2108 17.0599 16.1956 14.0583 13.4645 threshold=294.42443847656256 317.43702697753912 1.1980000138282778 1.469500005245209 1.532000005245209 -9.4999999999999982 60.500000000000007 67.500000000000014 1.0000000180025095e-35 276.59585571289068 79.500000000000014 44.500000000000007 184.1896667480469 184.1896667480469 -3.4999999999999996 -1.4999999999999998 -1.4999999999999998 207.08887481689456 181.1947937011719 12.500000000000002 47.500000000000007 1.0205000042915346 15.500000000000002 10.500000000000002 38.500000000000007 249.24568176269534 234.47260284423831 2.5000000000000004 1.0000000180025095e-35 35.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 20 -4 -5 -1 11 -8 9 10 16 13 -13 -7 -15 -11 -9 18 -18 21 -2 -14 23 -16 25 27 -26 -24 -28 -29 right_child=1 -3 3 4 -6 6 7 8 -10 15 -12 12 19 14 22 -17 17 -19 -20 -21 -22 -23 24 -25 26 -27 28 29 -30 -31 leaf_value=0.0047328657582581717 -0.012616475730407939 -1.598969001541917e-06 0.014761719710638381 -0.024434020230620624 0.0023937777485426937 0.0012000772118612229 -0.0031413171096619404 -0.0029465526912409068 -0.0031334516959780792 -0.0046906728032172895 -0.017960732496606482 -0.00068825999463213445 -0.0069241925843643911 -0.0057007448003544526 0.020365897678056768 0.028210849518955656 0.0089645138543190273 0.028328809712951725 -0.015601107644987164 -0.010615790837807266 0.0039851111669202514 0.0029788137970239623 0.0011398785747181242 -0.025104741267641551 -0.0028826637545131548 -0.0021022850777735569 -0.0021114743034234746 0.015368327171373125 0.0047530238437765117 0.0034067747118564371 leaf_weight=540.73624616861343 144.18350906670094 279412.52850715816 250.69018544256687 42.108538210391998 2989.8452588245273 4531.322924926877 3190.0128393620253 99.923954397439957 543.70592600107193 16.97244730591774 51.365148037672043 12156.906577885151 118.446781873703 795.19154971837997 19.698418363928795 68.401046812534332 139.72037723660469 64.353037610650063 27.932520896196365 68.229329720139503 60.957958087325096 6315.6547250896692 3392.4221437424421 55.699238315224648 4918.9006162285805 4174.0103526264429 541.78704120218754 133.73338057100773 532.33151035010815 230.97334209084511 leaf_count=2793 661 1213774 1043 177 12652 19505 13717 411 2508 70 209 52110 495 3426 94 279 586 259 112 477 260 26465 14028 270 20954 17591 2175 643 2339 1182 internal_value=-1.27035e-05 2.75921e-05 0.00236614 0.00299416 0.00202119 -0.000279496 -0.000343742 -0.00201116 0.00154999 0.00698328 0.00371204 -0.000159272 0.000477061 -0.000773648 -0.00137816 0.02167 0.00706583 0.0113781 0.00487165 0.00265577 -0.0076833 0.00279651 -0.00113263 -0.0132251 -0.00106715 -0.000260477 -0.0021347 0.00178569 0.00129056 0.00779293 internal_weight=325629 282900 3487.79 3282.64 3031.95 42728.4 42187.7 4202.39 1012.37 468.669 383.295 37985.3 18659.2 19326.1 14794.7 85.3735 331.93 232.006 167.653 6502.33 205.141 6434.1 13999.6 75.3977 13924.2 7931.14 5993.02 3757.13 1074.12 364.707 internal_count=1411265 1228567 14793 13872 12829 182698 179905 18151 4434 1926 1577 161754 79547 82207 62702 349 1368 957 698 27437 921 26960 59276 364 58912 33444 25468 15853 4514 1825 is_linear=0 shrinkage=0.03 Tree=354 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 1 0 0 1 2 0 0 2 1 2 2 0 1 0 0 0 2 1 0 2 2 2 0 0 2 split_gain=3.6602 20.1909 23.0326 39.2911 31.4084 14.4134 13.5762 17.6904 26.9643 23.6428 29.1382 15.5348 46.7167 22.1686 21.9083 17.1069 15.8412 15.4865 15.2187 15.0412 12.7237 12.497 14.1906 12.3846 11.9969 11.7736 24.1625 28.5123 21.377 28.9786 threshold=294.42443847656256 317.43702697753912 1.1980000138282778 1.469500005245209 1.5979999899864199 -9.4999999999999982 60.500000000000007 67.500000000000014 1.0000000180025095e-35 276.59585571289068 79.500000000000014 52.500000000000007 210.22515869140628 1.0000000180025095e-35 263.64595031738287 269.37811279296881 53.500000000000007 -1.4999999999999998 77.500000000000014 33.500000000000007 27.500000000000004 202.10085296630862 -2.4999999999999996 47.500000000000007 308.54922485351568 199.21649169921878 228.54534149169925 61.500000000000007 63.500000000000007 181.1947937011719 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 23 -4 -5 -1 11 25 9 10 18 14 16 -14 -7 20 21 -11 -9 -17 -16 22 -13 24 -2 28 -27 -28 -8 -30 right_child=1 -3 3 4 -6 6 7 8 -10 17 -12 12 13 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51.361839905381203 96.060753285884857 579.45923085510731 1044.3852913528681 177.65833446383476 1679.4101818650961 4561.5425243526697 68.139078885316849 46.64583121240139 1578.8550293892622 657.76240630447865 44.953909412026405 974.90022503584623 60.982553109526634 19.761750504374504 768.92169231176376 206.18827952444553 1605.1386200785637 287.78980988264084 53.661259889602661 leaf_count=2793 578 1213774 1043 210 12619 113215 1151 1163 2508 70 209 405 2378 4268 776 7108 19615 279 205 6893 2787 188 4121 260 83 3328 880 6887 1243 228 internal_value=-1.23237e-05 2.6764e-05 0.00229532 0.00290429 0.00196052 -0.000271139 -0.000333455 -0.00195199 0.00150527 0.00678174 0.00360346 -0.000154504 0.00108921 0.00557627 -0.000450444 -0.00249347 -0.000194157 0.0210827 0.00685966 -0.00151148 -0.0063234 0.00300974 0.0023593 -0.00746531 -0.012269 -0.00304851 -0.00393364 -0.00204215 0.000706045 0.00567765 internal_weight=325625 282900 3487.48 3282.67 3031.98 42725.2 42185.6 4199.82 1011.29 468.148 383.024 37985.8 7301.3 1623.84 30684.5 4093.69 5677.46 85.1242 331.662 3258.27 835.421 1115.91 1070.96 204.807 143.824 3188.53 2580.25 1811.33 608.283 341.451 internal_count=1411265 1228567 14793 13872 12829 182698 179905 18151 4434 1926 1577 161754 30975 6646 130779 17564 24329 349 1368 14001 3563 4714 4526 921 661 13717 11095 7767 2622 1471 is_linear=0 shrinkage=0.03 Tree=355 num_leaves=31 num_cat=0 split_feature=1 2 2 2 1 2 2 0 1 0 1 0 2 3 1 2 1 1 0 2 1 2 2 2 0 0 0 2 0 1 split_gain=3.67439 10.4531 8.4849 7.37603 6.89416 9.77546 13.4195 7.70535 7.2649 7.07535 6.5366 8.77219 5.56412 15.677 11.4934 8.86438 4.54854 4.48752 5.81844 4.32993 3.9714 6.26009 3.66211 3.61003 30.9888 25.8028 27.1692 34.9101 27.955 26.391 threshold=39.500000000000007 2726.1987304687505 3527.054809570313 3325.9851074218755 45.500000000000007 27647.242187500004 4905.5217285156259 78.500000000000014 93.500000000000014 47.500000000000007 42.500000000000007 46.500000000000007 9879.8374023437518 1.0619999766349795 58.500000000000007 7353.4816894531259 59.500000000000007 57.500000000000007 63.500000000000007 11617.274414062502 65.500000000000014 7510.0949707031259 15423.644531250002 89440.765625000015 1.5000000000000002 21.500000000000004 6.5000000000000009 94494.871093750015 2.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 10 3 -3 7 6 -6 9 -7 19 11 -2 14 -14 15 -8 -12 22 -19 -4 -16 -22 -15 -1 -25 26 27 28 -26 -29 right_child=1 2 4 -5 5 8 12 -9 -10 -11 16 -13 13 17 20 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-4.089716334420065e-06 0.014633330887923292 -0.0025034360741445737 -0.011041388829024095 -0.020566532152947493 0.0094783814164096699 0.011377305277999966 -0.0052879714808554629 -0.0070868830648930835 -0.018170632218795287 0.019849085589744041 0.01378758936670242 -0.017377398300465377 0.0276470784463792 -0.005904484684552222 0.008822972183088227 -0.036724127331778787 -0.005506273477985311 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28829 37280 210 284 internal_value=-2.49297e-05 0.00212511 0.000185633 -0.00783521 0.00190009 -0.000205384 -0.00312307 0.00834119 0.00853958 0.0123292 0.00892062 -0.00336034 -0.00683001 -0.00226081 -0.0123159 -0.0256662 0.0119431 -0.00658901 -0.0121893 0.00287431 -0.00378111 -0.00890173 0.000984908 -2.96518e-05 -0.000420734 -0.000560219 -0.00112301 2.78558e-05 -0.00899808 0.000440887 internal_weight=325718 713.811 555.32 97.7957 457.525 344.812 258.549 112.712 86.263 89.5618 158.491 31.3021 199.78 108.997 90.7838 35.4039 127.189 95.217 54.7405 39.6764 55.3799 39.3808 40.4765 325004 19939.8 19666.2 15506.9 8427.89 368.789 8059.1 internal_count=1411639 3193 2520 397 2123 1641 1075 482 566 374 673 140 834 463 371 146 533 407 237 162 225 160 170 1408446 97864 85979 68031 39202 1638 37564 is_linear=0 shrinkage=0.03 Tree=356 num_leaves=31 num_cat=0 split_feature=1 2 2 2 1 2 2 0 1 0 1 0 1 3 2 2 0 0 0 2 0 3 1 0 2 1 2 0 0 2 split_gain=3.45985 9.8353 7.9831 6.99285 6.49346 9.22093 12.6968 7.25816 6.88167 6.66704 6.15331 8.25426 4.27898 4.25847 4.07821 3.39756 29.2973 24.2826 25.5709 32.9121 26.3592 25.169 24.8577 25.7004 22.9562 19.6696 16.4975 21.5284 14.7452 17.1853 threshold=39.500000000000007 2726.1987304687505 3527.054809570313 3383.5720214843755 45.500000000000007 27647.242187500004 4417.2790527343759 78.500000000000014 93.500000000000014 47.500000000000007 42.500000000000007 46.500000000000007 59.500000000000007 1.0619999766349795 11617.274414062502 89440.765625000015 1.5000000000000002 21.500000000000004 6.5000000000000009 94494.871093750015 2.5000000000000004 1.532000005245209 3.5000000000000004 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 94494.871093750015 10.500000000000002 2.5000000000000004 23484.753906250004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 10 3 -3 7 6 -6 9 -7 14 11 -2 -12 -8 -4 28 -17 18 19 20 -18 -19 23 24 25 -21 27 -20 29 -1 right_child=1 2 4 -5 5 8 13 -9 -10 -11 12 -13 -14 -15 -16 16 17 21 26 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00040116490520631173 0.01417138703178703 -0.0034445550660062957 -0.010726986657073508 -0.023088434414454025 0.011941901843432372 0.011059135741019809 0.0066587399389515011 -0.0068804616131242311 -0.017901312942409396 0.019277091959109122 0.013376430328387954 -0.016872671966299709 -0.0053481096173016189 -0.0073889640299149911 0.0096406447462250838 0.0093671797803376762 -0.011756217071383152 -0.0066886737964812768 0.013220696832820185 0.0094346443602387423 0.012667518913468295 0.0021579119389787704 0.018130641865049694 -0.00099294923353623931 0.003557260115784249 -0.0084178992160863046 -0.002774026967167506 -0.0014738982537995792 1.4401216569619102e-05 -0.0047475339699674275 leaf_weight=1083.148157923948 13.728619053959848 77.149576261639595 13.331220909953116 20.681707009673119 42.573458071798086 77.817699402570724 21.579096391797066 23.130125641822815 8.1588117787614447 49.825501695275307 115.00849170982838 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215.834 39.639 324999 19934.6 19662.4 15503.8 8426.54 368.042 4158.65 8058.5 7987.74 2839.64 340.198 7077.22 401.13 305064 2347.85 internal_count=1411639 3193 2520 397 2123 1641 1075 482 566 374 673 140 533 900 162 1408446 97864 85979 68031 39202 1638 17948 37564 37280 15118 1553 28829 1619 1310582 20018 is_linear=0 shrinkage=0.03 Tree=357 num_leaves=31 num_cat=0 split_feature=1 2 2 2 1 2 2 0 1 0 1 0 2 3 1 2 1 0 1 2 1 2 2 0 2 0 0 0 2 0 split_gain=3.25747 9.25529 7.51109 6.59613 6.1169 8.69641 12.046 6.8375 6.5186 6.28366 5.79281 7.76772 5.2225 14.4121 10.9649 8.47953 4.22384 5.41519 4.02584 3.84121 3.73394 5.88057 3.44597 3.33454 3.19814 27.6947 22.8562 24.0645 31.0291 24.8545 threshold=39.500000000000007 2726.1987304687505 3527.054809570313 3325.9851074218755 45.500000000000007 27647.242187500004 4905.5217285156259 78.500000000000014 93.500000000000014 47.500000000000007 42.500000000000007 46.500000000000007 9879.8374023437518 1.0619999766349795 58.500000000000007 7353.4816894531259 57.500000000000007 63.500000000000007 59.500000000000007 11617.274414062502 65.500000000000014 7510.0949707031259 15423.644531250002 59.500000000000007 89440.765625000015 1.5000000000000002 21.500000000000004 6.5000000000000009 94494.871093750015 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 10 3 -3 7 6 -6 9 -7 19 11 -2 14 -14 15 -8 22 -18 23 -4 -16 -22 -15 -12 -1 -26 27 28 29 -27 right_child=1 2 4 -5 5 8 12 -9 -10 -11 18 -13 13 16 20 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-3.84796512369619e-06 0.013725766450661524 -0.0023241626409617219 -0.010421631837558924 -0.019396390338607048 0.0090094922335412775 0.01074967643278368 -0.0049328112198466006 -0.0066799872346317655 -0.017632718475229278 0.018723933681962176 0.011145054469378701 -0.016384040659606088 0.026700863379772337 -0.0054993951922823426 0.0087810465967268977 -0.035692364895225176 -0.02832740650128816 -0.0062789138191599149 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internal_value=-2.34562e-05 0.00200234 0.000175031 -0.00736718 0.00179169 -0.000193658 -0.00294037 0.00786539 0.00808798 0.011627 0.00839734 -0.00316167 -0.00645163 -0.00202467 -0.0117682 -0.0248328 -0.00616851 -0.0116032 0.0112445 0.00270956 -0.00344326 -0.00840374 0.00117658 0.0129785 -2.78995e-05 -0.000396136 -0.000527424 -0.0010573 2.6235e-05 -0.00850111 internal_weight=325702 712.821 554.405 97.8597 456.546 344.075 258.38 112.47 85.6951 89.3604 158.416 31.3086 199.701 108.968 90.7337 35.3142 95.2302 54.7327 127.107 39.6008 55.4195 39.4224 40.4975 114.979 324990 19925.4 19654.6 15497.2 8421.99 367.297 internal_count=1411639 3193 2520 397 2123 1641 1075 482 566 374 673 140 834 463 371 146 407 237 533 162 225 160 170 477 1408446 97864 85979 68031 39202 1638 is_linear=0 shrinkage=0.03 Tree=358 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 1 0 2 0 2 2 0 2 2 0 0 0 2 2 0 2 2 2 0 0 0 2 2 2 0 split_gain=3.13231 15.1805 26.7535 13.0998 12.8722 7.70188 18.1429 19.085 26.5084 16.9773 14.4836 10.2095 16.6878 11.3875 12.386 10.131 8.95275 17.4687 14.5867 9.86837 13.7052 11.0163 17.9298 20.0008 17.1 13.4882 9.90683 12.6946 12.0378 9.31509 threshold=18.500000000000004 32.500000000000007 3673.103149414063 43957.078125000007 342.01971435546881 11.500000000000002 22.500000000000004 12411.391601562502 45.500000000000007 8226.4770507812518 521.58471679687511 56.500000000000007 1338.8272094726565 4246.3449707031259 75.500000000000014 70.500000000000014 26.500000000000004 417.75494384765631 389.27586364746099 30.500000000000004 3827.336303710938 8055.6518554687509 5579.1726074218759 36.500000000000007 41.500000000000007 41.500000000000007 472.45382690429693 1289.946716308594 589.46820068359386 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 4 -4 -2 -1 9 11 -9 10 -7 16 15 -14 -15 -13 17 -8 -18 -20 26 22 23 -22 -23 -24 -21 28 -28 -30 right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 12 13 14 -16 -17 18 -19 19 20 21 24 25 -25 -26 -27 27 -29 29 -31 leaf_value=-1.798511178530997e-05 0.025476085209361992 -7.1182150341934279e-05 0.011233713069746624 -0.003503685257794484 -0.009750736492034567 0.028803469288616802 0.029733178112898422 -0.014141416156550785 -8.4372693605753492e-05 0.0074173811883527655 -0.0070927767128838304 -0.0014211527887663822 -0.012911661585618342 0.0079287612099314987 -0.013863134549391538 0.016969320838744376 -0.0049109146629573268 -0.009151787696881802 0.011346905113197629 0.027368870523819464 0.010225095862403003 -0.010491558728513217 -0.034240175474764281 -0.015507890371547092 0.016216187467735399 -0.0056612097935601433 0.010109389050777443 0.0056317612018707743 -0.020388262075849088 0.011498113358387364 leaf_weight=319913.39481823344 10.174681380391119 2434.1865574223921 361.45458769798279 63.876384794712067 113.21792556345463 10.878930523991583 11.146777182817457 274.84890465438366 215.3242425173521 336.66515265405178 144.30243791639805 100.81463153660297 214.71549372375011 60.01527364552021 38.552940338850021 36.800293028354645 294.03976458311081 154.73532807826996 106.72274297475815 16.308765903115273 60.710901260375977 38.239954948425293 33.745686694979668 49.224258653819561 49.509911924600601 26.561781831085682 25.118633657693863 444.32861967384815 47.131411232054234 9.9939637333154661 leaf_count=1384233 58 11289 1477 259 566 51 59 1293 887 1378 700 610 1022 245 161 183 2038 744 468 94 243 196 192 275 245 160 145 2033 280 55 internal_value=-2.27528e-05 0.000944935 0.00545252 0.00902044 -0.00684601 -3.16973e-05 -0.00159814 -0.0027127 -0.00796641 0.00363329 -0.00457628 -0.0012965 -0.00521126 -0.00903638 -0.000594693 0.00349674 -5.73164e-06 -0.00653884 0.000896143 0.00277749 0.00163555 -0.00405731 -0.00850797 -0.00129703 0.00457739 -0.0216529 0.00434095 0.00362774 -0.00719909 -0.0148098 internal_weight=325697 2982.91 548.724 425.331 123.393 322714 2800.44 2308.59 490.173 491.847 155.181 1818.42 450.899 313.284 98.5682 137.615 1367.52 165.882 1201.64 907.597 800.874 257.992 170.243 109.935 87.7499 60.3075 542.881 526.573 82.244 57.1254 internal_count=1411639 13649 2360 1736 624 1397990 13757 11628 2180 2129 751 9448 2221 1428 406 793 7227 803 6424 4386 3918 1311 870 518 441 352 2607 2513 480 335 is_linear=0 shrinkage=0.03 Tree=359 num_leaves=31 num_cat=0 split_feature=1 2 2 1 2 1 2 2 0 1 1 0 0 1 0 0 1 1 0 2 2 2 0 3 1 0 1 2 1 0 split_gain=3.07193 8.70772 7.06776 6.47539 9.72677 5.76217 8.20288 11.3798 6.4417 6.20707 8.31355 5.92344 5.76915 5.45213 7.3106 4.11533 8.79457 7.65356 7.20271 6.11909 5.66799 14.6525 21.3055 5.73298 5.05511 3.89943 3.78687 3.61805 3.16224 3.11468 threshold=39.500000000000007 2726.1987304687505 3527.054809570313 42.500000000000007 3383.5720214843755 45.500000000000007 27647.242187500004 4417.2790527343759 78.500000000000014 82.500000000000014 75.500000000000014 47.500000000000007 92.500000000000014 42.500000000000007 46.500000000000007 74.500000000000014 58.500000000000007 70.500000000000014 82.500000000000014 15423.644531250002 7353.4816894531259 9644.7543945312518 58.500000000000007 1.0619999766349795 63.500000000000007 62.500000000000007 59.500000000000007 11617.274414062502 41.500000000000007 59.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 13 3 -3 -5 8 7 -7 11 10 -8 27 -11 14 -2 19 -17 -18 -19 20 24 -22 23 -23 -9 -21 29 -4 -10 -15 right_child=1 2 5 4 -6 6 9 15 28 12 -12 -13 -14 26 -16 16 17 18 -20 25 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.6389215077283238e-05 0.013297949237330743 0.0085785991910702301 -0.010123002649511709 -0.0052083909667085867 -0.030327644635749024 0.011339521492598134 0.0067549688610301657 0.011379286086786008 -0.018186802566275119 0.019115319065212792 0.032680056889414368 0.018190727625159154 -0.014911749754585245 0.0108177941179772 -0.015908758500021238 -0.031383527083937809 0.011623720270021632 -0.024065621379274524 0.0011060661375228082 0.02124956015153108 -0.03603042771794436 0.025353440918859892 -0.035340117149805804 -0.00020955585446617351 -0.007761633996325323 -0.00057351721403625265 -0.0050428404816754155 0.0090854410434559295 0.0040485446137907216 0.026330989620580683 leaf_weight=324980.0236034207 13.767296686768534 19.00263786315918 13.289572387933729 60.914188675582409 17.965781688690186 42.485640093684196 48.373994767665863 24.608155354857445 10.936400502920153 6.1699546277523067 14.46012671291828 49.688486546278 16.415238627232611 101.81389899551868 17.539786502718925 15.637713015079497 15.989391148090361 22.889084056019783 18.499935239553452 13.617874249815943 16.59738726913929 12.771791517734526 13.298222780227659 20.682050451636314 25.067624345421791 16.059117004275322 12.11311913281679 26.272346526384354 12.153262749314306 13.152793526649473 leaf_count=1408446 62 77 56 248 72 175 223 101 49 26 74 212 243 423 78 66 65 93 89 57 70 52 54 85 102 66 56 106 59 54 internal_value=-2.2076e-05 0.00194599 0.000172101 -0.00714232 -0.0109296 0.0017423 -0.000186 -0.002852 0.00764055 0.00787273 0.0127212 0.0112945 -0.00561604 0.00814893 -0.0030651 -0.00564701 -0.0114398 -0.00600438 -0.0128145 -0.00268304 -0.0058663 -0.0118154 -0.00321881 0.00954972 0.00172031 0.00944043 0.0109116 0.00263297 -0.00648321 0.0125926 internal_weight=325692 712.233 553.846 97.8826 78.88 455.963 343.623 258.204 112.34 85.4193 62.8341 89.2504 22.5852 158.387 31.3071 215.718 73.0161 57.3784 41.389 142.702 113.025 63.3495 46.7521 33.4538 49.6758 29.677 127.08 39.5619 23.0897 114.967 internal_count=1411639 3193 2520 397 320 2123 1641 1075 482 566 297 374 269 673 140 900 313 247 182 587 464 261 191 137 203 123 533 162 108 477 is_linear=0 shrinkage=0.03 Tree=360 num_leaves=31 num_cat=0 split_feature=0 2 2 1 3 2 2 2 2 2 2 2 1 1 0 1 0 2 0 2 1 1 0 2 2 2 2 1 1 2 split_gain=5.24044 24.1758 30.853 13.9247 10.4347 52.8544 23.5661 21.9244 33.5696 16.1781 15.5025 14.8351 14.1974 13.4265 12.6182 20.7136 12.1985 11.3633 25.6986 11.4132 18.5567 11.277 11.2681 10.5794 13.6223 17.6752 15.5884 18.9672 12.4355 12.0633 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 6.4175000190734872 10120.596191406252 1126.780944824219 3673.103149414063 1986.3098144531252 2983.330444335938 789.36499023437511 1006.7319946289064 -2.4999999999999996 4.5000000000000009 83.500000000000014 -3.4999999999999996 82.500000000000014 8796.4672851562518 85.500000000000014 7019.5273437500009 1.5000000000000002 1.5000000000000002 82.500000000000014 269.37811279296881 575.09899902343761 723.02862548828136 370.03324890136724 -1.4999999999999998 1.0000000180025095e-35 142.00050354003909 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 5 7 11 8 10 -10 23 -6 -8 -12 15 16 -7 19 -19 20 -9 -14 -21 29 26 -26 28 -28 -25 -2 right_child=1 3 -4 -5 6 14 12 17 9 -11 13 -13 21 -15 -16 -17 -18 18 -20 22 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=6.6347439488346317e-05 0.0098383459963128413 0.031468916505260798 -0.0090409959528133486 0.0013337337484873486 0.0030292635529303273 0.0044762276087159112 0.010153567557021376 -0.0029859268289936531 0.009823547857481036 -0.00046964115798477589 -0.0075941423765470634 0.014925475084379653 -0.00028150903922748811 0.0079104591117843421 0.0014653593642273458 0.01028156530555263 -0.036379020174221281 -0.0014474962198309494 -0.03226915307491042 -0.009817496581936605 -0.020410061420610904 -0.0056195715472112037 -0.022155805367020522 0.0097461027034647305 -0.0061678273352984408 0.0036161524633720301 -0.018238150082357952 0.018554452997733863 -0.017145038572402127 -0.020271633450491079 leaf_weight=314149.99381663115 15.827413082122801 13.853145003318785 461.36073206365108 3597.8683687746525 300.87599119544029 12.37102285027504 102.52966591715813 301.34554512798786 260.99634422361851 290.2635455057025 892.95193542540073 137.44092141091824 1973.0063357166946 53.265770182013512 614.62565641105175 358.46942263841629 14.04443633556366 391.40140816569328 25.961605846881866 192.41474862396717 67.294403597712517 434.64538106322289 101.89294210076332 28.386837676167488 418.38231636583805 275.67598590254784 14.484005138278006 97.478494420647621 34.031719297170639 49.203510090708733 leaf_count=1361955 75 74 1942 15912 1320 55 445 1231 1094 1293 3833 596 8416 272 2509 1448 61 1591 108 780 278 1947 415 118 1804 1184 61 413 151 232 internal_value=4.32907e-05 -0.000584793 -0.00151233 0.00144932 -0.00104667 -0.00195384 0.000341159 -0.00368644 -0.00210614 0.00440371 -0.0040153 0.0067595 -0.000779584 -0.00672134 0.00413275 0.00839233 -0.0172455 -0.00724249 -0.00336472 -0.00968377 -0.00616666 -0.00124517 -0.0140892 -0.0012723 -0.000398346 -0.00228169 0.00709759 0.0137948 -0.00491543 -0.0129434 internal_weight=325682 11532.3 7920.63 3611.72 7459.27 4510.77 2948.5 3511.26 2430.95 551.26 1879.69 438.317 2510.18 946.218 999.511 384.885 26.4155 1080.31 417.363 662.948 368.64 2407.65 294.308 933.47 868.439 694.058 174.381 111.962 62.4186 65.0309 internal_count=1411613 49658 33672 15986 31730 19006 12724 14933 10530 2387 8143 1916 10808 4105 4073 1564 116 4403 1699 2704 1509 10363 1195 4038 3731 2988 743 474 269 307 is_linear=0 shrinkage=0.03 Tree=361 num_leaves=31 num_cat=0 split_feature=0 2 2 1 0 3 2 2 2 2 2 2 1 2 1 0 1 0 0 2 2 2 2 2 0 2 2 2 0 2 split_gain=4.93257 22.756 29.0433 13.3361 10.372 9.8219 49.7486 22.1759 20.6338 31.5996 15.2048 14.6479 18.4169 13.9632 13.3913 11.8711 19.4596 11.322 11.1101 12.5549 10.983 18.1507 30.3737 12.1339 23.5006 13.2307 16.3893 18.3904 10.8603 20.5342 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 97.500000000000014 6.4175000190734872 10120.596191406252 1126.780944824219 3673.103149414063 1986.3098144531252 2983.330444335938 814.81753540039074 4.5000000000000009 1006.7319946289064 -2.4999999999999996 83.500000000000014 -3.4999999999999996 82.500000000000014 82.500000000000014 767.85998535156261 10603.448730468752 1395.3037719726565 1289.946716308594 8055.6518554687509 90.500000000000014 5454.4433593750009 4706.8647460937509 3673.103149414063 82.500000000000014 8998.0522460937518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 -3 -5 6 8 13 9 11 -11 18 -13 -7 -9 16 17 -8 -2 -20 21 22 -16 25 -25 26 27 -23 29 -10 right_child=1 3 -4 4 -6 7 15 14 28 10 -12 12 -14 -15 20 -17 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=6.4357065039402433e-05 -0.0043388728100299751 0.031018645305082523 -0.0087736594267661325 0.0015708926893199093 -0.0080805812878179829 0.0029385044746808517 0.0043481582442533402 0.0098773606269749546 -0.0084605649877905892 0.0095213078784543714 -0.00045558701099224073 -0.0080155067708797371 0.011350626059525875 0.014480733150453839 -0.00065924359834538431 0.0014214010588769021 0.0099754419374231702 -0.034936356230716656 -0.00039485520240620958 0.012483199983260324 -0.0036826795067011506 0.0031388167498606766 -0.024024522971332399 0.029859807735649294 0.00063749976348315444 -0.00650524156371096 0.017258667450975724 -0.010140026013076443 -0.0099758526044149334 0.0038009254175537244 leaf_weight=314149.57716797083 583.64802639186382 13.635913804173468 461.15907916799188 3493.7691409997642 103.17046274244785 300.86398892104626 12.353602573275566 102.23933003842831 334.72171023488045 261.19967199862003 290.24143788963556 772.91430823504925 46.875427708029747 137.4126410484314 193.43639536201954 614.62452587485313 358.38714037835598 14.183466166257858 392.52440759539604 82.442585632205009 966.26441257447004 730.22038887441158 67.560953378677368 40.004497796297073 65.030430629849434 173.38196055591106 63.337607651948929 107.7134772837162 550.92994666099548 194.26534599065781 leaf_count=1361955 2535 74 1942 15228 684 1320 55 445 1357 1094 1293 3325 239 596 854 2509 1448 61 1693 351 4045 3220 314 166 285 739 267 473 2259 787 internal_value=4.19914e-05 -0.000567469 -0.00146752 0.00140632 0.00129406 -0.00101567 -0.00189594 0.000331038 -0.00357752 -0.00204405 0.00427014 -0.0038977 -0.00690815 0.00655733 -0.000756501 0.0040087 0.00813996 -0.0166485 -0.0015664 0.00184046 -0.00120819 0.00045144 -0.00670751 0.0020353 0.0117674 0.00108411 0.00254411 0.00143187 -0.00702789 -0.00395765 internal_weight=325678 11528.5 7917.94 3610.58 3596.94 7456.78 4509.31 2947.47 3509.76 2429.85 551.441 1878.4 819.79 438.277 2509.19 999.549 384.924 26.5371 1058.62 474.967 2406.95 1440.69 260.997 1179.69 105.035 1074.65 901.271 837.934 1079.92 528.987 internal_count=1411613 49658 33672 15986 15912 31730 19006 12724 14933 10530 2387 8143 3564 1916 10808 4073 1564 116 4579 2044 10363 6318 1168 5150 451 4699 3960 3693 4403 2144 is_linear=0 shrinkage=0.03 Tree=362 num_leaves=31 num_cat=0 split_feature=0 2 2 1 0 2 2 2 1 1 2 3 0 1 1 2 2 2 1 2 2 2 2 0 2 2 2 2 0 2 split_gain=4.64284 21.42 27.3406 12.8382 9.6961 9.47104 17.0343 21.5219 20.262 12.6693 10.7746 38.8872 28.3743 17.2316 16.691 15.8174 34.8596 14.5956 15.9251 12.0896 17.2944 26.7203 13.7785 11.0217 10.7253 14.1059 19.2397 10.2721 30.4896 10.7542 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -5.4999999999999991 97.500000000000014 276.59585571289068 575.09899902343761 431.66661071777349 -1.4999999999999998 1.0000000180025095e-35 10120.596191406252 6.4175000190734872 84.500000000000014 -2.4999999999999996 -3.4999999999999996 3673.103149414063 1986.3098144531252 3673.091186523438 1.0000000180025095e-35 1126.780944824219 1395.3037719726565 1289.946716308594 1006.7319946289064 90.500000000000014 1338.8272094726565 1099.1130981445315 1061.0313110351565 8055.6518554687509 89.500000000000014 5579.1726074218759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 -3 -5 -2 7 9 -9 -7 11 15 14 -14 -12 16 24 -18 -19 22 21 -21 23 -13 25 26 -8 29 -29 -22 right_child=1 3 -4 4 -6 6 10 8 -10 -11 12 19 13 -15 -16 -17 17 18 -20 20 27 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=6.2426458173054985e-05 -0.011783342301715261 0.023471934373639654 -0.0085144125218556219 0.0014882067683558787 -0.007851574288479499 0.0095697766602577759 -0.0037053813815284627 -0.014852281752710469 0.021868026462420108 -0.0083078399934698871 -0.014369999212119693 -0.0014978140662169758 0.011581122438375802 -0.0023679621719819247 0.0075030170030666457 -0.0068193279915217345 0.007363284021967711 -0.01394628816313326 0.0047500324615928815 -0.00088185169810754856 0.0024121037417163911 -0.022672846838461488 0.014050331598023068 0.016047348920508468 -0.01469064510348682 0.011872536169947427 -0.018814587948274977 0.038849187535037577 0.00086173881161734106 -0.0058078835662634188 leaf_weight=314149.17280715716 72.399091213941574 23.487879380583763 460.94767437875271 3482.5709747001529 102.99693716783077 61.23259425163269 1420.0439557284117 15.760299965739248 95.319682076573372 85.478702634572983 33.289296165108681 169.99912333488464 84.622907221317291 1371.0670716352761 552.77816399931908 1079.5642635971308 384.10731621086597 71.664021074771881 95.834931738674641 196.1923410743475 937.84691633284092 68.265986427664757 137.37389381229877 39.760252103209496 89.257602229714394 48.827348947525024 80.130419999361038 26.373163774609566 68.163616538047791 169.06802520155907 leaf_count=1361955 342 126 1942 15176 684 265 6144 70 412 370 145 738 367 5699 2237 4403 1608 290 489 866 4119 319 596 173 378 214 357 110 297 722 internal_value=4.07313e-05 -0.000550667 -0.00142401 0.00136473 0.00121992 -0.000985566 -0.000879667 0.00669618 0.0166581 -0.000846296 -0.0011538 -0.00189327 0.000686923 -0.00155707 0.0062606 -0.0038474 -0.0023823 0.00414075 -0.00324914 0.0016306 0.000438482 -0.00650687 0.00666478 0.0018279 -0.00457862 -0.00399594 -0.00451243 0.00196726 0.0114592 0.0011566 internal_weight=325674 11524.4 7915.37 3609.06 3585.57 7454.42 7382.02 257.791 111.08 146.711 7124.23 5082.47 2041.76 1455.69 586.067 3269.43 2189.87 551.606 167.499 1813.04 1465.91 264.458 347.133 209.759 1638.26 1549 1500.17 1201.45 94.5368 1106.91 internal_count=1411613 49658 33672 15986 15860 31730 31388 1117 482 635 30271 21823 8448 6066 2382 13883 9480 2387 779 7940 6433 1185 1507 911 7093 6715 6501 5248 407 4841 is_linear=0 shrinkage=0.03 Tree=363 num_leaves=31 num_cat=0 split_feature=0 2 2 1 0 2 0 0 2 2 2 1 1 2 0 1 2 3 2 2 0 2 2 3 3 0 1 0 1 2 split_gain=4.37004 20.1621 25.7386 12.3681 9.29955 11.3148 71.1723 11.2053 8.94442 16.0383 20.2079 19.0565 11.9475 10.4544 9.08693 8.75505 8.57668 22.9685 39.056 33.7987 22.8223 25.1597 18.9769 17.3672 34.5014 20.9528 34.474 20.5375 17.254 16.4105 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 93.500000000000014 39196.445312500007 84.500000000000014 90.500000000000014 276.59585571289068 575.09899902343761 431.66661071777349 -1.4999999999999998 1.0000000180025095e-35 596.91259765625011 81.500000000000014 69.500000000000014 79162.558593750015 40.666500091552741 45473.716796875007 55938.710937500007 1.5000000000000002 89440.765625000015 72035.476562500015 3.653500080108643 1.532000005245209 6.5000000000000009 3.5000000000000004 43.500000000000007 -5.4999999999999991 2817.958129882813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 8 -3 5 6 -5 -8 -2 10 12 -12 -10 -11 -14 -7 17 -1 28 -20 21 -18 -21 24 27 26 -25 -22 -19 -30 right_child=1 3 -4 4 -6 15 7 -9 9 13 11 -13 14 -15 -16 -17 20 18 19 22 23 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.00012273445850751659 -0.011466182286111916 0.030248513623929534 -0.0082629828509466936 0.025961016377617392 -0.0015284120423018704 0.0013701564374956345 -0.01398120415621552 0.010331548952080234 0.0093037194877977816 -0.0095713531575300388 -0.014349680730174402 0.02120058746335058 0.01622772527469224 -0.000963215854215088 -0.012021334696165226 0.023578034699175219 -0.024395307775261204 0.019722736031754538 -0.016894001083599935 0.0045645218454405763 -0.02139154946477223 0.010204472227378948 -0.015712197743865355 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-0.00893761 -0.000956338 -0.000853555 0.00650051 0.016142 -0.000822724 -0.00111952 -0.00807622 0.00151097 6.05537e-05 0.000101485 -0.00320622 -0.0103713 -0.000539757 0.00779188 -0.00107594 -0.000662702 0.00154735 -0.00102061 -2.18572e-05 -0.0071339 -0.000593036 -0.00114869 internal_weight=325669 11520.4 7912.86 3607.54 3594.29 2746.28 210.416 103.768 7452.13 7379.96 257.583 111.192 146.391 7122.37 85.295 2535.86 314149 294097 1877.33 501.705 20052.3 291.595 206.882 19760.7 2754.11 17006.5 8952.75 358.4 1375.62 1339 internal_count=1411613 49658 33672 15986 15912 11975 864 424 31730 31388 1117 482 635 30271 370 11111 1361955 1263884 13889 3410 98071 12208 1468 85863 11448 74415 41580 1522 10479 9851 is_linear=0 shrinkage=0.03 Tree=364 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 0 0 2 2 0 1 3 2 2 0 0 2 0 0 2 2 2 2 2 0 2 2 1 0 split_gain=4.19492 16.711 56.8107 59.3347 36.1052 34.8185 85.1418 25.537 23.494 29.6579 38.1576 23.2289 20.5789 29.8518 18.914 14.7021 19.9085 24.4696 14.2653 23.0893 54.8917 31.8621 16.1794 14.1095 13.9349 13.7259 21.5658 17.5565 15.0811 13.014 threshold=68.500000000000014 4905.5217285156259 12715.829589843752 77.500000000000014 8430.8989257812518 17012.167968750004 75.500000000000014 89.500000000000014 8430.8989257812518 6559.7421875000009 75.500000000000014 -10.499999999999998 2.9229999780654912 3673.103149414063 55938.710937500007 83.500000000000014 88.500000000000014 12411.391601562502 88.500000000000014 79.500000000000014 31791.298828125004 29455.711914062504 35189.248046875007 5109.0270996093759 21398.625000000004 84.500000000000014 13264.737792968752 15804.419433593752 -2.4999999999999996 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 12 3 8 23 6 -4 25 9 10 -3 -7 -2 -14 18 -6 17 -17 19 20 -13 24 -20 -5 -21 27 -27 -8 -28 -23 right_child=1 2 5 4 15 11 7 -9 -10 -11 -12 14 13 -15 -16 16 -18 -19 22 21 -22 29 -24 -25 -26 26 28 -29 -30 -31 leaf_value=7.1482360604496924e-05 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133.99273841828108 69.991027563810349 685.87109580263495 90.519705846905708 1125.1927995234728 639.37561157345772 213.92203133180737 1217.4534370303154 180.81460979580879 102.62979003787041 30.886215060949326 39.019711598753929 423.29032963514328 105.73518984019756 leaf_count=1292335 21571 6534 1131 196 4195 215 317 633 1012 3191 1108 4860 32056 1859 17238 2251 585 285 2917 369 4602 2630 922 4994 734 418 135 158 1723 439 internal_value=3.8325e-05 -0.000311315 0.000363434 0.00264897 -0.000276649 -0.00110684 -0.00612802 -0.00124346 0.00571342 0.00654052 0.00449608 -0.000432815 -0.0011015 -0.000141121 -0.00053515 0.00247411 -0.000722243 -0.0030015 -0.00192252 -0.00101839 -0.00267045 0.00275194 -0.00527479 -0.00415332 -0.00604992 0.00120105 -0.000762282 0.0105379 0.00204429 0.00595716 internal_weight=325661 28208.2 15215.5 5956.35 3047.2 9259.12 1095.82 817.044 2909.15 2658.9 1877.28 8163.3 12992.8 7888.64 8130.05 1782.44 750.101 616.108 4235.96 3336.17 2319.72 1016.45 899.793 1264.76 271.334 673.89 556.806 117.084 454.177 745.111 internal_count=1411613 119278 63792 24351 12506 39441 4515 3384 11845 10833 7642 34926 55486 33915 34711 7316 3121 2536 17473 13634 9462 4172 3839 5190 1103 2751 2276 475 1858 3069 is_linear=0 shrinkage=0.03 Tree=365 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 2 2 0 2 0 1 1 2 1 1 1 1 2 2 3 1 1 3 2 2 2 1 1 1 2 split_gain=5.81828 11.6843 28.1264 25.6885 35.8718 30.902 33.4768 23.9195 20.307 16.2953 13.3716 15.1122 12.9501 12.0366 15.173 11.9874 11.1395 10.7427 9.65025 20.201 9.314 8.98425 8.72161 20.0061 28.38 18.2732 17.8302 14.97 14.3731 13.2323 threshold=1.1054999828338625 17012.167968750004 10603.448730468752 9416.2739257812518 12.500000000000002 7019.5273437500009 4805.4782714843759 50.500000000000007 23484.753906250004 50.500000000000007 -1.4999999999999998 1.5000000000000002 42366.021484375007 31.500000000000004 15.500000000000002 3.5000000000000004 -6.4999999999999991 7882.7980957031259 10120.596191406252 1.0619999766349795 3.5000000000000004 14.500000000000002 1.0619999766349795 2770.7851562500005 4158.8854980468759 2510.8642578125005 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 3600.6882324218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 18 6 22 -4 9 16 -9 -12 -10 14 17 -8 -3 -7 -5 -20 -19 -17 29 25 -25 -24 -27 -26 -28 -1 right_child=-2 8 7 4 -6 13 15 10 12 -11 11 -13 -14 -15 -16 21 -18 20 19 -21 -22 -23 23 24 27 26 28 -29 -30 -31 leaf_value=-0.00054060736492177967 2.7485759747870314e-05 -0.029307734649151009 -0.00012702513565959173 -0.014741007869262539 0.028416143128306894 0.0097457590500611216 -0.0065516858550218561 -0.0024250780233160091 0.0023383354728590475 -0.016250372945163093 0.013098983587183758 3.0582792554824578e-05 -0.0077930246421111194 -0.024414915036606623 0.037876846957924412 0.012587339694237865 -0.0017902521396546294 0.0037085348335142978 0.0028046733589778337 -0.018928442990822299 -0.011990582754221777 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10.4992 14.0197 10.0849 9.57969 9.09344 19.0572 8.92919 8.78202 8.20965 18.8498 26.7082 17.1962 16.7879 14.1251 13.541 12.6425 threshold=1.1054999828338625 17012.167968750004 10603.448730468752 9416.2739257812518 12.500000000000002 7019.5273437500009 4805.4782714843759 50.500000000000007 24241.001953125004 26764.801757812504 50.500000000000007 -1.4999999999999998 1.5000000000000002 3.5000000000000004 28.500000000000004 15.500000000000002 7882.7980957031259 -6.4999999999999991 10120.596191406252 1.0619999766349795 1.0619999766349795 3.5000000000000004 1.0619999766349795 2770.7851562500005 4158.8854980468759 2510.8642578125005 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 2554.751831054688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 18 6 22 -4 10 -10 17 -9 -13 -8 15 16 -7 -3 -5 -20 -15 -18 -1 25 -25 -24 -27 -26 29 -28 right_child=-2 8 7 4 -6 14 13 11 9 -11 -12 12 -14 20 -16 -17 21 -19 19 -21 -22 -23 23 24 27 26 28 -29 -30 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12.432393252849577 12.759938493371008 455.97701017558575 212.61895088851452 106.96581541001797 59.993199408054352 31.921502709388733 36.628122299909592 5746.5285136699677 2533.3554749935865 142.90964142978191 200.91048270463943 33.469506144523621 15.088871464133261 117.21225936710835 116.19935029745102 leaf_count=63973 1289328 67 2322 854 94 1269 4537 388 389 1941 745 1624 403 212 53 59 1882 864 445 251 193 162 24742 12646 635 840 134 109 472 466 internal_value=-1.07411e-05 -0.000415193 -0.000300541 -0.000500535 -0.00788108 -0.000384686 -0.000572171 0.00417903 -0.00354326 3.20341e-05 -0.0084925 0.00832775 0.0101648 -0.00556031 0.00518055 0.00560325 0.00510059 -0.00364991 -0.0100608 -0.00487025 0.00607656 0.00246171 -0.00033764 -0.00105227 -0.00314953 -0.000143972 0.0053872 0.00881732 0.0103182 0.0162983 internal_weight=325778 27576.6 26601.6 25464.7 393.533 25071.2 24254.1 1136.89 975.019 566.085 408.935 578.773 493.816 1089.17 817.089 804.657 791.897 227.609 370.704 166.959 70.1782 492.605 23164.9 8905.67 2691.35 6214.32 467.792 157.999 266.881 149.669 internal_count=1412099 122771 118765 114028 1644 112384 108959 4737 4006 2330 1676 2415 2027 4942 3425 3372 3313 931 1550 696 405 2044 104017 40044 13390 26654 1912 744 1072 600 is_linear=0 shrinkage=0.03 Tree=367 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 2 2 0 2 2 0 1 1 1 1 1 2 1 2 3 1 1 1 2 2 1 3 2 1 0 split_gain=5.15323 10.3342 24.9301 22.7853 31.7323 27.3399 29.6915 21.2536 18.0116 16.6696 12.5479 11.9018 13.4736 10.6267 9.90443 13.0086 9.46859 8.93 8.56962 17.98 8.4083 8.28032 8.17345 23.9819 72.7985 36.2269 19.8414 18.2085 21.9136 17.3348 threshold=1.1054999828338625 17012.167968750004 10603.448730468752 9416.2739257812518 12.500000000000002 7019.5273437500009 4805.4782714843759 50.500000000000007 24241.001953125004 26764.801757812504 50.500000000000007 -1.4999999999999998 1.5000000000000002 3.5000000000000004 28.500000000000004 15.500000000000002 7882.7980957031259 -6.4999999999999991 10120.596191406252 1.0619999766349795 14.500000000000002 3.5000000000000004 1.0000000180025095e-35 2680.677124023438 3600.6882324218755 1.5000000000000002 1.0619999766349795 2554.751831054688 1.5000000000000002 51.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 18 6 22 -4 10 -10 17 -9 -13 -8 15 16 -7 -3 -5 -20 -15 -18 -1 27 -25 29 -27 -24 -29 -26 right_child=-2 8 7 4 -6 14 13 11 9 -11 -12 12 -14 20 -16 -17 21 -19 19 -21 -22 -23 23 24 25 26 -28 28 -30 -31 leaf_value=0.00026085235564353882 2.5861443427394743e-05 -0.025830974408016225 -0.00011951864429423929 -0.013900482023597067 0.026651254938575238 0.0091520947650029199 -0.0061772321281712214 -0.0022781127200835619 0.011530769537007473 -0.0022738231710831519 -0.014111372387159303 0.012373206125667715 2.8775650997978484e-05 0.011914580229889182 -0.021607644231643422 0.035327551173220367 0.0034888392095833902 -0.0019554509945276435 0.0026385033920144694 -0.017895702699486395 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11.833 11.2288 12.723 10.0054 9.34418 12.0852 9.09604 8.89116 8.31769 8.07672 16.9652 7.99012 7.80719 7.72142 17.1213 25.0117 15.7297 15.446 13.3132 12.5966 threshold=1.1054999828338625 17012.167968750004 10603.448730468752 9416.2739257812518 12.500000000000002 7019.5273437500009 4805.4782714843759 50.500000000000007 23484.753906250004 50.500000000000007 42366.021484375007 -1.4999999999999998 1.5000000000000002 3.5000000000000004 28.500000000000004 15.500000000000002 -6.4999999999999991 7882.7980957031259 1.0619999766349795 10120.596191406252 1.0619999766349795 6.5000000000000009 3.5000000000000004 1.0619999766349795 2770.7851562500005 4158.8854980468759 2510.8642578125005 1.0000000180025095e-35 4.5000000000000009 3600.6882324218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 19 6 23 -4 9 16 21 -9 -13 -8 15 17 -3 -7 -15 -5 -21 -10 -19 29 26 -26 -25 -28 -27 -1 right_child=-2 8 7 4 -6 14 13 11 10 -11 -12 12 -14 18 -16 -17 -18 22 -20 20 -22 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99.761885270476341 38.667306549847126 12.323695316910742 13.010591849684713 197.32390697300434 456.03675672411919 31.922894828021526 106.98114055395126 59.699197560548782 24.728859171271324 36.382242575287819 5746.0775521397591 2528.6163019686937 143.16613599658012 200.9389812797308 266.64566890895367 14.894843898713587 4812.6915404051542 leaf_count=40103 1289328 64 2322 854 94 1269 4537 388 1738 671 630 1624 403 212 53 59 802 1882 193 445 251 101 162 24742 12646 635 840 1072 109 23870 internal_value=-1.01107e-05 -0.00039087 -0.000282969 -0.000471228 -0.00742885 -0.000362164 -0.00053865 0.00393718 -0.00333166 -0.00833469 -0.000195495 0.00785516 0.0095945 -0.00523986 0.00487113 0.0052679 -0.00330386 0.00479692 0.00568191 -0.0094857 -0.00459056 0.00225963 0.00231701 -0.000317854 -0.00101116 -0.00301219 -0.000145955 0.00514535 0.00856529 0.000115012 internal_weight=325766 27564.8 26589.2 25453.7 392.842 25060.9 24243.3 1135.48 975.593 375.912 599.681 577.367 492.281 1087.53 817.574 805.251 211.838 792.24 70.5902 369.959 166.68 447.719 492.419 23155.8 8900.34 2686.68 6213.66 467.585 158.061 14255.4 internal_count=1412099 122771 118765 114028 1644 112384 108959 4737 4006 1537 2469 2415 2027 4942 3425 3372 866 3313 405 1550 696 1839 2044 104017 40044 13390 26654 1912 744 63973 is_linear=0 shrinkage=0.03 Tree=369 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 2 2 0 2 2 0 1 1 1 1 1 2 1 1 1 2 2 3 1 0 2 1 1 2 2 split_gain=4.56521 9.14137 22.0984 20.2155 28.0962 24.1928 26.3324 18.8866 16.0074 15.4672 11.0514 10.594 12.0145 9.42053 8.81631 11.24 8.34999 7.98063 7.8758 7.73189 22.5468 68.6272 35.8152 18.6908 27.2577 16.1051 20.6908 14.318 33.9478 21.3277 threshold=1.1054999828338625 17012.167968750004 10603.448730468752 9416.2739257812518 12.500000000000002 7019.5273437500009 4805.4782714843759 50.500000000000007 24241.001953125004 26764.801757812504 50.500000000000007 -1.4999999999999998 1.5000000000000002 3.5000000000000004 28.500000000000004 15.500000000000002 7882.7980957031259 -1.4999999999999998 14.500000000000002 1.0000000180025095e-35 2680.677124023438 3600.6882324218755 1.0205000042915346 1.5000000000000002 51.500000000000007 2554.751831054688 1.5000000000000002 2.5000000000000004 2152.199340820313 199.21649169921878 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 6 19 -4 10 -10 17 -9 -13 -8 15 16 -7 -3 -15 -1 25 -22 -23 24 -24 27 -27 29 -29 -21 right_child=-2 8 7 4 -6 14 13 11 9 -11 -12 12 -14 18 -16 -17 -18 -19 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.00026388628655838061 2.4332978389823443e-05 -0.01451148314899222 -0.00011245545232317493 -0.0092111830227644773 0.02503442712684702 0.0085968628968779038 -0.0058238442957350041 -0.0021402810954879513 0.011122024383087665 -0.0021803784266097412 -0.013255471099599037 0.011688583200406489 2.7075129564989441e-05 0.011287973319475808 -0.020516623615413322 0.032647883708087411 0.0022478905739253129 -0.00051996760085850659 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366 8276 2018 14359 internal_value=-9.8087e-06 -0.000379229 -0.000274551 -0.000457197 -0.00721319 -0.000351378 -0.000522601 0.00382159 -0.00323109 3.95994e-05 -0.0077453 0.00762918 0.00932163 -0.00508662 0.00472371 0.00510813 0.00465211 -0.00334211 0.0054962 -0.000308375 -0.000833596 -0.00279194 -0.00176644 -0.000374367 0.00104872 2.47244e-05 0.00803488 -0.000190863 0.00187155 -0.000955299 internal_weight=325761 27559.6 26583.9 25449.1 392.463 25056.7 24238.9 1134.77 975.758 565.81 409.948 576.653 491.506 1086.72 817.77 805.502 792.381 227.862 70.7732 23152.2 12072.3 3678.77 3461.92 2865.52 2130.53 8393.49 219.984 8173.5 2210.28 5963.22 internal_count=1412099 122771 118765 114028 1644 112384 108959 4737 4006 2330 1676 2415 2027 4942 3425 3372 3313 931 405 104017 55036 18721 17812 14840 10613 36315 885 35430 10294 25136 is_linear=0 shrinkage=0.03 Tree=370 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 1 3 0 2 2 2 0 0 1 0 2 1 2 3 0 3 1 2 0 0 0 2 0 2 split_gain=6.35094 11.5748 7.28824 14.1611 12.3107 27.3176 9.54911 7.21671 6.97948 6.96091 10.2152 6.96282 9.53091 8.20224 18.1406 14.353 5.80955 8.0094 5.05223 15.9538 18.711 17.0565 37.5072 27.8052 41.1563 19.0029 19.4973 22.2725 18.8617 29.5689 threshold=145.14741516113284 49.500000000000007 149.35324859619143 57.500000000000007 36.500000000000007 43.500000000000007 -1.4999999999999998 1.1510000228881838 35.500000000000007 142.00050354003909 134.73744964599612 87.470542907714858 19.500000000000004 13.500000000000002 1.0000000180025095e-35 18.500000000000004 67.829120635986342 1.5000000000000002 558.56738281250011 4.7190001010894784 12.500000000000002 3.2575000524520878 -1.4999999999999998 440.65109252929693 47.500000000000007 73.500000000000014 68.500000000000014 234.47260284423831 73.500000000000014 455.77806091308599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 6 -6 -2 -7 9 10 11 13 -13 14 -1 -15 17 -10 19 21 -21 23 -23 25 -25 26 -4 -28 29 -26 right_child=2 -3 18 -5 5 7 -8 -9 16 -11 -12 12 -14 15 -16 -17 -18 -19 -20 20 -22 22 -24 24 28 -27 27 -29 -30 -31 leaf_value=0.028687602811809355 0.0054903336755624498 -0.00037686970503681761 -0.00035372239999183376 0.018154761466678025 0.03951186854913448 -0.002121754533436587 -0.019806997217665913 -0.013799494819643949 -0.0016651187452760259 0.010058704543476193 -0.0072409718410162893 0.016583944052038301 0.0013765513440707519 -0.034148843598793034 -0.015368023362265051 -0.0041412559715242256 0.0038103732599315304 0.0081228158020250837 1.7280371339751717e-05 -0.0019985525262093246 0.0047611871583864099 0.0033405113695499007 -0.0026471733288435965 0.0040535996549414316 0.012153135097770572 0.0047826365474293335 0.0087436208480004586 -0.0046698761770205231 -0.0070391823178667665 -0.001219553911357746 leaf_weight=18.751294285058975 17.101103767752647 3342.479657702148 47810.67186845839 29.185571774840355 13.985349506139753 946.32863201200962 62.547504529356956 50.152303621172905 404.76795494556427 59.85626608133316 167.5225293636322 39.396992594003677 633.65989188104868 16.10616497695446 15.255437001585959 131.24667415767908 1834.4625550061464 92.422325879335403 253386.06375510735 542.4352515488863 1149.5572078078985 1112.4369951188564 6128.9010898321867 3172.0120695158839 164.54809188842773 629.22154374420643 120.24824120104313 1515.9781125336885 418.91880171000957 1556.1518156379461 leaf_count=157 70 14483 202867 127 59 4099 273 208 1713 252 719 182 2704 100 102 569 7888 404 1103696 2571 5309 4759 26000 13391 688 2660 517 6432 1775 6597 internal_value=-3.22204e-05 0.000877996 -5.15079e-05 -0.00246806 -0.00302019 -0.00212512 -0.0143755 -0.00270949 0.00210677 0.000115201 -0.000467202 0.000860908 0.00226671 -0.00435626 0.00892423 -0.00742119 0.00303078 0.000154353 -4.29943e-05 -0.00028044 0.00259408 -0.000358098 -0.00172733 -0.000179087 0.00188477 -0.000398002 -0.000463927 -0.0036841 -0.00133056 5.92574e-05 internal_weight=325582 6755.93 318826 1119.3 1090.11 1010.47 79.6486 996.481 3413.45 1081.8 1021.94 854.416 673.057 181.36 34.0067 147.353 2331.65 497.19 317707 64321.1 1691.99 62629.1 7241.34 55387.8 5311.63 50076.1 49446.9 1636.23 2139.62 1720.7 internal_count=1411371 29273 1382098 4836 4709 4366 343 4307 14790 4785 4533 3814 2886 928 259 669 10005 2117 1377262 273566 7880 265686 30759 234927 22451 212476 209816 6949 9060 7285 is_linear=0 shrinkage=0.03 Tree=371 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 2 0 0 1 1 0 1 2 1 0 2 2 0 2 2 2 0 0 1 0 3 2 2 3 split_gain=5.97625 10.8935 7.00865 7.16528 19.7094 19.0683 8.33231 6.62055 35.9875 11.4736 10.5066 10.3696 18.4708 9.75581 8.1073 6.77693 16.5426 8.0361 6.56168 6.54568 9.61856 6.56761 8.98078 7.7676 17.404 13.8519 5.89054 9.9239 5.88474 51.7678 threshold=145.14741516113284 49.500000000000007 169.44351196289065 56.500000000000007 54.500000000000007 161.39817047119143 156.82556152343753 28.500000000000004 40.500000000000007 1.5000000000000002 2.5000000000000004 26.500000000000004 -1.4999999999999998 149.35324859619143 1.5000000000000002 43.500000000000007 156.82556152343753 161.39817047119143 35.500000000000007 142.00050354003909 134.73744964599612 87.470542907714858 19.500000000000004 13.500000000000002 1.0000000180025095e-35 18.500000000000004 1.0619999766349795 149.35324859619143 186.24382019042972 1.6674999594688418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 3 4 7 -6 -5 11 9 -9 15 -2 -13 -14 -15 16 -10 -18 19 20 21 23 -23 24 -1 -25 27 -17 29 -4 right_child=2 -3 28 6 5 -7 -8 8 10 -11 -12 12 13 14 -16 26 17 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.028413214821674776 0.00076391397164274008 -0.00036557649307105171 6.1290093702328765e-06 0.01105165424421883 -0.031033475952571134 -0.0061922862246197984 -0.0013832822691464759 0.010840238254184981 0.016303314364610553 0.034307112208367123 -0.0045963422924372981 0.0078357656835291306 -0.024891151738946554 -0.011830859780922864 0.0063758779122636755 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213 192 580 127 2195 65 96 10005 252 719 182 2704 100 102 569 18369 145 1329205 2273 internal_value=-3.12555e-05 0.000851761 -4.99645e-05 -0.00100873 -0.00117776 -0.00899132 0.00467103 -0.000829738 -0.000553385 0.014748 -0.000919456 -0.00428222 -0.0082781 -0.0122721 -0.00891068 -0.000464056 -0.0111154 -0.0213238 0.00204402 0.000111822 -0.000453647 0.000835934 0.0021989 -0.00424499 0.00879675 -0.00721417 -0.000350097 -0.00324373 -2.93289e-05 0.000933212 internal_weight=325576 6755.04 318821 6717.4 6523.28 278.158 194.124 6245.12 5782.28 135.104 5647.17 462.841 258.301 206.995 163.455 5024.83 53.1915 38.7604 3412.68 1080.84 1020.94 853.537 673.003 180.534 33.4794 147.054 4971.63 561.632 312103 5613.7 internal_count=1411371 29273 1382098 28958 28113 1196 845 26917 24921 572 24349 1996 1112 899 707 20930 221 161 14790 4785 4533 3814 2886 928 259 669 20709 2340 1353140 23935 is_linear=0 shrinkage=0.03 Tree=372 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 2 0 0 0 1 1 1 0 2 1 0 2 2 0 2 2 2 0 0 1 0 2 0 3 split_gain=5.6239 10.2532 6.59788 6.73984 18.5836 18.1744 7.82362 6.40605 8.68109 33.7892 10.5549 9.91571 9.50569 13.3016 9.29608 7.64667 6.38633 15.5901 7.61316 6.17018 6.15559 9.05677 6.19468 8.463 7.35622 16.6973 13.3679 5.57108 8.3741 5.54391 threshold=145.14741516113284 49.500000000000007 169.44351196289065 56.500000000000007 54.500000000000007 161.39817047119143 156.82556152343753 15.500000000000002 28.500000000000004 40.500000000000007 1.5000000000000002 2.5000000000000004 -1.4999999999999998 26.500000000000004 149.35324859619143 1.5000000000000002 43.500000000000007 156.82556152343753 161.39817047119143 35.500000000000007 142.00050354003909 134.73744964599612 87.470542907714858 19.500000000000004 13.500000000000002 1.0000000180025095e-35 18.500000000000004 156.82556152343753 36.500000000000007 1.0619999766349795 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 3 4 7 -6 -5 -2 12 10 27 16 -9 -14 -15 -16 17 -11 -19 20 21 22 24 -24 25 -1 -26 28 -10 -18 right_child=2 -3 -4 6 5 -7 -8 8 9 11 -12 -13 13 14 15 -17 29 18 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.028141317154413079 0.020184750804273108 -0.00035462110853430254 -2.8449099397885517e-05 0.010703118798833027 -0.030352599125322802 -0.0060116311132506674 -0.0013420875745509793 0.0047304300152390989 -0.0061536530126780472 0.015816324886178471 0.032915860048917223 -0.00446856672181051 -0.00052010769722748355 -0.02429124057439502 -0.011496978698687734 0.0061684864508777968 -0.0031471600171788156 -0.036995986043894487 -0.0098401541915905475 0.0028515125600059648 0.0094528175526927063 -0.0068227601918056085 0.015641301849500359 0.0012952306103426142 -0.0333256251861902 -0.014743463739945513 -0.003897247670883544 0.017588975693031094 0.016394730573984689 1.7865606400724078e-05 leaf_weight=17.996911570429802 13.058794945478438 3342.2534742131829 312103.9923172961 94.662763684988022 31.087692275643349 246.60947969555855 99.587109863758087 76.979871556162834 32.210935577750206 14.429172381758688 22.741182178258896 620.96072483062744 165.74932110309601 43.280731499195099 136.99123062193394 26.284065127372742 561.50479258596897 15.50427834689617 23.186752364039421 2331.7693715542555 59.927448287606239 167.28724367916584 39.304033920168877 633.64370600134134 15.537199079990385 14.96630375087261 131.22213893383741 52.990235030651093 27.461053594946861 4410.009361192584 leaf_count=157 64 14483 1353140 410 136 1060 435 325 135 60 103 3419 708 192 580 127 2340 65 96 10005 252 719 182 2704 100 102 569 220 114 18369 internal_value=-3.032e-05 0.000826344 -4.84677e-05 -0.000978865 -0.0011429 -0.00873656 0.00452784 -0.000805142 -0.000849137 -0.000536951 0.0142728 -0.000892147 -0.00486607 -0.0068503 -0.0119299 -0.00865319 -0.000450162 -0.010797 -0.020722 0.00198328 0.000108542 -0.000440479 0.000811674 0.00213312 -0.00413632 0.00867032 -0.00701279 0.0105097 0.00422311 -0.000339606 internal_weight=325573 6753.91 318819 6715.29 6521.04 277.697 194.25 6243.34 6230.28 5781 135.403 5645.6 449.285 372.305 206.556 163.275 5024.63 53.1202 38.691 3411.65 1079.88 1019.96 852.67 672.948 179.723 32.9632 146.759 112.662 59.672 4971.51 internal_count=1411371 29273 1382098 28958 28113 1196 845 26917 26853 24921 572 24349 1932 1607 899 707 20930 221 161 14790 4785 4533 3814 2886 928 259 669 469 249 20709 is_linear=0 shrinkage=0.03 Tree=373 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 2 0 0 0 1 0 2 1 0 2 1 1 2 0 0 0 0 0 2 1 0 1 0 0 split_gain=5.29232 9.65063 6.21123 6.33988 17.5225 17.3285 7.34691 6.02784 8.18118 31.7425 9.72162 9.54921 13.0244 8.95561 12.5611 8.85964 8.57804 7.21224 5.92903 9.2119 10.1522 8.79865 10.1523 15.8579 21.4004 8.01117 10.4161 7.7975 6.38192 22.327 threshold=145.14741516113284 49.500000000000007 169.44351196289065 56.500000000000007 54.500000000000007 161.39817047119143 156.82556152343753 15.500000000000002 28.500000000000004 40.500000000000007 1.5000000000000002 42.500000000000007 161.39817047119143 -1.4999999999999998 26.500000000000004 149.35324859619143 2.5000000000000004 1.5000000000000002 67.829120635986342 25.500000000000004 10.500000000000002 13.500000000000002 39.500000000000007 43.500000000000007 134.73744964599612 -1.4999999999999998 34.500000000000007 1.5000000000000002 20.500000000000004 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 3 4 7 -6 -5 -2 13 10 -10 12 -11 -9 -15 -16 -13 -17 19 20 -1 -20 25 24 -24 26 -23 -21 29 -27 right_child=2 -3 -4 6 5 -7 -8 8 9 11 -12 16 -14 14 15 17 -18 -19 21 27 -22 22 23 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.00057753036338867422 0.019579942545551354 -0.00034399396977738547 -2.7595617215768599e-05 0.010366602536217417 -0.029693788465734207 -0.0058361956600194121 -0.0013021115283460443 0.0045929356732224919 0.010194743454262961 0.0037813941957598324 0.031610446755812267 -0.00035584882821758644 -0.032771798069621931 -0.00050453564889009592 -0.023708409817265391 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192 580 3392 127 144 1955 91 574 1523 4579 157 103 385 436 4547 155 internal_value=-2.94125e-05 0.000801684 -4.70157e-05 -0.00094989 -0.00110909 -0.00848914 0.00438924 -0.000781281 -0.000823969 -0.000521004 0.0138212 -0.000865641 -0.0163825 -0.00472596 -0.00665332 -0.0115977 -0.000767508 -0.00840332 0.00192436 -0.000794031 -0.0159272 0.0024999 0.00235227 0.00408322 0.0092802 0.000462353 0.00587071 0.000125279 -0.000536083 0.00974279 internal_weight=325570 6752.78 318817 6713.1 6518.73 277.233 194.367 6241.5 6228.44 5779.69 135.624 5644.06 35.4703 448.757 371.85 206.111 5608.59 163.092 3410.64 595.937 34.1287 2814.7 2793.06 1457.84 387.844 1335.22 208.081 561.808 1127.14 51.8616 internal_count=1411371 29273 1382098 28958 28113 1196 845 26917 26853 24921 572 24349 154 1932 1607 899 24195 707 14790 2623 232 12167 12023 6259 1680 5764 959 2391 4805 258 is_linear=0 shrinkage=0.03 Tree=374 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 1 3 2 0 0 0 0 0 2 1 0 1 1 0 0 0 1 1 2 1 0 2 2 2 split_gain=4.98025 9.08317 6.03703 11.8309 10.1888 23.8199 7.82573 6.87973 5.58229 8.71808 9.71648 8.34661 9.54912 14.9327 20.0447 7.55637 9.88561 7.32358 6.0278 5.74393 19.8979 9.75857 5.26968 5.03545 5.94103 5.48315 5.10534 13.5261 5.46372 5.44183 threshold=145.14741516113284 49.500000000000007 149.35324859619143 57.500000000000007 36.500000000000007 43.500000000000007 -1.4999999999999998 1.1510000228881838 67.829120635986342 25.500000000000004 10.500000000000002 13.500000000000002 39.500000000000007 43.500000000000007 134.73744964599612 -1.4999999999999998 34.500000000000007 1.5000000000000002 10.500000000000002 15.500000000000002 20.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 87.470542907714858 1.5000000000000002 47.500000000000007 87.470542907714858 134.73744964599612 134.73744964599612 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 6 -6 -2 -7 9 10 -1 22 15 14 -14 16 -13 -11 19 -17 -21 -22 -10 26 25 -25 27 -15 -28 -29 right_child=2 -3 -4 -5 5 7 -8 -9 11 17 -12 12 13 23 -16 18 -18 -19 -20 20 21 -23 -24 24 -26 -27 28 29 -30 -31 leaf_value=-0.00056025769933237379 0.0048326507436993833 -0.00033368491365281736 -3.7865362744137907e-05 0.016547325997079559 0.036884545208030133 -0.001916633881098425 -0.01813569021669734 -0.013326668456412014 0.03469798238400755 -0.0014760657510086846 -0.032736304041793313 0.00054601711907884974 0.0068070178683662412 0.0023574832738869028 0.030171836894977724 -0.018207724389912 0.014010313538998211 0.0074622327361603888 0.01956361214687077 0.022723040725220776 -0.017327382045662528 -0.00068556631697862214 0.0048876544568857106 -0.0039677914441209163 0.0063336995621509828 0.0097482265467646392 0.011185898336170367 -0.0093271708845642006 0.00078303105567591375 -0.028771234344809521 leaf_weight=18.151204094290733 17.046720117330551 3342.0399462580681 317698.15020660963 29.352616026997566 14.022047117352484 945.19981478154659 61.578580975532532 50.079632446169853 11.654014877974989 461.60719399899244 15.798556655645369 128.00083075463772 351.20638306438923 131.49213649332523 36.478103399276733 16.726042851805687 79.594652846455574 100.45406371355057 13.291046828031538 32.246641993522644 32.717742651700974 1031.9017899930477 9.8458530455827695 113.52176742255688 364.95726515352726 34.11366531252861 53.762135609984398 62.352294862270355 293.49007776379585 16.351455360651016 leaf_count=141 70 14483 1377262 127 59 4099 273 208 102 1955 91 574 1523 590 157 103 385 436 67 144 143 4348 42 458 1626 145 225 266 1203 66 internal_value=-2.85319e-05 0.000777752 -4.56071e-05 -0.00224696 -0.00275404 -0.00194372 -0.0131559 -0.00249075 0.00186713 -0.000770299 -0.0155334 0.0024258 0.00228242 0.00396102 0.00900547 0.000448794 0.00570839 0.000121426 -0.000520134 -0.00075984 -0.000493778 -0.001197 0.0210464 0.00213338 0.00427951 -0.000798473 0.00015994 -0.00353019 0.00239362 -0.0133669 internal_weight=325567 6751.75 318815 1117.28 1087.93 1009.3 78.6253 995.279 3409.71 596.011 33.9498 2813.7 2792.2 1457.73 387.684 1334.48 207.595 562.061 1126.88 1113.59 1096.87 1064.62 21.4999 1070.04 512.593 147.635 557.448 210.196 347.252 78.7038 internal_count=1411371 29273 1382098 4836 4709 4366 343 4307 14790 2623 232 12167 12023 6259 1680 5764 959 2391 4805 4738 4635 4491 144 4579 2229 603 2350 922 1428 332 is_linear=0 shrinkage=0.03 Tree=375 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 0 2 1 1 2 2 0 1 1 split_gain=6.73968 13.0688 17.5495 17.3979 13.3606 33.0275 24.4155 10.2231 36.8195 30.8737 27.6193 22.5275 19.8815 16.8248 13.653 31.1611 35.2228 41.8928 33.4424 26.6759 23.2283 22.8503 16.9902 15.6633 22.5931 15.2436 16.1677 18.2889 13.7761 13.0959 threshold=1.1510000228881838 49.500000000000007 42366.021484375007 39196.445312500007 17466.614257812504 11087.062988281252 24241.001953125004 13264.737792968752 9416.2739257812518 6704.7329101562509 3827.336303710938 4.5000000000000009 22.500000000000004 12.500000000000002 2192.347534179688 269.37811279296881 1061.0313110351565 844.91958618164074 1921.9818115234377 971.01849365234386 186.24382019042972 47.500000000000007 2726.1987304687505 -1.4999999999999998 1.0000000180025095e-35 409.80384826660162 496.29238891601568 48.500000000000007 -3.4999999999999996 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 -3 -6 8 9 10 14 -12 -11 -10 15 20 17 25 29 -19 -1 22 -16 -20 -25 -17 27 -27 -24 -18 right_child=-2 2 -4 -5 6 -7 -8 -9 13 12 11 -13 -14 -15 21 16 18 19 23 -21 -22 -23 28 24 -26 26 -28 -29 -30 -31 leaf_value=-0.00093635528546395742 9.965870651361454e-05 5.077036420917238e-05 -0.011314621602633806 0.023813297979045505 -0.009764778094677691 0.0058611982156883203 0.0023386349107979935 0.0020817788247668684 -0.0097784820161840001 0.0064767850034908696 -0.004417528963755417 -0.019502227416733839 -0.030144944656521563 0.015539134069411273 0.0073500085613668834 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2636 4604 717 71 106 2631 2056 1063 1564 827 1448 4036 12639 207 653 1703 351 2519 484 3175 4576 internal_value=5.02885e-05 -0.000327037 0.00014511 0.000207815 0.000177472 0.000302683 -0.00422126 -0.000988267 -0.00117922 -0.000880051 -0.00117861 -0.00579354 0.00567018 -0.00867568 -0.00078224 -0.00150334 -0.00347728 -0.00660444 -0.000829855 -0.0130575 0.000233211 0.000579411 0.00368046 -0.0058327 -0.00820025 -0.00327612 -0.000701131 0.00684119 0.000770159 0.0020715 internal_weight=325612 37674.5 21979.9 21860.3 21832.3 21228 604.263 15694.6 14775.6 14208.5 13589.1 1074.83 619.387 567.039 12514.3 8181.54 3829.06 1755.47 2073.59 597.34 4352.48 4332.78 1431.83 761.14 584.303 1158.14 742.52 190.25 798.522 1312.45 internal_count=1411661 167133 98389 97893 97775 95278 2497 68744 64972 62577 59870 5321 2707 2395 54549 35897 17244 8422 8822 3012 18653 18652 6013 3183 2356 5410 3354 835 3382 5639 is_linear=0 shrinkage=0.03 Tree=376 num_leaves=31 num_cat=0 split_feature=3 0 2 2 1 1 2 2 0 2 2 1 0 2 2 2 2 2 1 0 0 1 0 1 0 0 2 1 0 2 split_gain=6.34337 12.4653 13.5164 11.343 11.1765 10.181 25.9122 21.0133 24.2327 25.568 31.6011 30.4414 23.5054 20.9612 65.309 27.2948 20.1605 19.2134 23.5959 29.4387 55.996 45.5838 19.7026 17.3598 14.4917 14.4547 12.8161 12.4531 12.4527 12.0469 threshold=1.1510000228881838 48.500000000000007 42366.021484375007 33967.421875000007 1.5000000000000002 1.0000000180025095e-35 2385.3286132812505 2770.7851562500005 50.500000000000007 3755.7348632812505 3600.6882324218755 -2.4999999999999996 52.500000000000007 2770.7851562500005 3383.5720214843755 2602.8994140625005 1921.9818115234377 3991.455688476563 2.5000000000000004 51.500000000000007 50.500000000000007 1.5000000000000002 52.500000000000007 -4.4999999999999991 49.500000000000007 52.500000000000007 3673.103149414063 1.5000000000000002 49.500000000000007 6409.8125000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 6 16 12 9 10 -9 -12 -8 15 -15 -7 -3 18 19 20 27 22 -21 -14 -11 -19 -24 -16 -13 -26 right_child=-2 2 -4 4 -6 13 7 8 -10 24 11 28 23 14 17 -17 -18 25 -20 21 -22 -23 26 -25 29 -27 -28 -29 -30 -31 leaf_value=-0.0011851226285230177 9.666924775119157e-05 6.9250471924731745e-05 -0.0090278449449503386 0.0032974311162010496 0.022821662382096864 0.00020975558186669786 0.002500595948237773 -0.01265640577606789 -0.00019125156922459276 0.0037998433870941681 -0.0073392148707498326 0.0045531260370663728 -0.012538442662284007 -0.022803972830644583 -0.0039231647474457726 0.011299751430313318 -0.0043986229114327015 -0.00053270954002274866 -0.0091435194742594313 -0.0043901171715396339 0.0051831169528512005 0.0082636685176257947 -0.013286674446490178 0.015424505277289178 -0.011721419242717163 0.0050958382971550082 0.019269848309501344 -0.01401263603847853 0.010863709673398577 -0.00084295752380040905 leaf_weight=10675.306128561497 287937.00386953412 4780.4771413654089 147.59294874966145 90.395122453570366 37.266080021858215 7894.6529870778322 470.22141541540623 75.735197558999062 3554.9721343740821 370.9453509747982 117.41872937977314 433.9449704438448 21.582397252321243 130.7829437404871 475.95984104275703 204.92189387977123 1122.3609787523746 2055.2863401174545 461.90090553462505 752.11096605658531 1018.3735725730658 197.13880757987499 418.84116347134113 269.32824474573135 134.9525890648365 513.16595403850079 11.172647446393965 143.23183658719063 800.72871096432209 285.32262463867664 leaf_count=46803 1244528 19839 611 379 151 33607 2020 331 15436 1508 567 1952 108 546 2073 823 4855 8877 2905 4765 4201 1161 2572 1129 581 2116 48 740 5227 1202 internal_value=4.87772e-05 -0.000317332 2.58941e-05 7.56746e-05 0.00899683 3.30445e-05 0.000660506 0.00196188 0.00134424 0.00380414 0.0062013 0.00725759 0.00664731 -0.000513574 -0.00182974 0.000490336 -0.000780267 -0.00137613 -0.00282915 -0.00186237 0.000857386 -0.00509147 -0.00731866 0.01335 -0.000521746 0.000591851 -0.0124408 -0.00625707 0.00864576 -0.00433609 internal_weight=325603 37666.1 26990.8 26843.2 127.661 26715.5 12438 6535.15 5774.02 2219.05 1427.83 1352.09 761.132 14277.5 6177.96 8099.57 5902.84 6047.18 3478.73 3016.83 1637.57 1379.26 1182.12 290.911 791.221 2568.45 430.014 619.192 1234.67 420.275 internal_count=1411661 167133 120330 119719 530 119189 54755 30061 26804 11368 8077 7746 3257 64434 30004 34430 24694 29458 18465 15560 7014 8546 7385 1237 3291 10993 2620 2813 7179 1783 is_linear=0 shrinkage=0.03 Tree=377 num_leaves=31 num_cat=0 split_feature=3 0 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 0 2 0 1 2 2 0 1 0 0 2 1 1 split_gain=5.97024 11.7291 12.7226 10.6819 10.5419 10.1981 26.909 17.4575 9.76299 13.5599 11.0981 28.2466 27.1899 58.609 25.6928 18.9472 17.5468 34.41 25.3675 22.2098 18.1221 21.7723 21.368 16.8026 16.3886 15.526 29.2401 31.9279 31.3942 31.7424 threshold=1.1510000228881838 48.500000000000007 42366.021484375007 33967.421875000007 1.5000000000000002 17466.614257812504 11087.062988281252 24241.001953125004 9416.2739257812518 12.500000000000002 1.0000000180025095e-35 2385.3286132812505 2770.7851562500005 3383.5720214843755 2602.8994140625005 1921.9818115234377 2770.7851562500005 50.500000000000007 3600.6882324218755 52.500000000000007 -2.4999999999999996 3755.7348632812505 6704.7329101562509 49.500000000000007 -4.4999999999999991 50.500000000000007 51.500000000000007 3673.103149414063 1.5000000000000002 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 6 8 -7 10 -10 11 15 14 -14 -12 -3 19 18 -18 -13 -20 -22 23 -23 -21 -15 -27 28 -28 -30 right_child=-2 2 -4 4 -6 7 -8 -9 9 -11 12 16 13 25 -16 -17 17 -19 20 24 21 22 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0011497284612198987 9.3769370629356283e-05 6.7173531037728401e-05 -0.008760442997219061 0.0032000290959575874 0.022174334098005642 -0.0076348769248237363 0.0047686677954269421 0.0025499042677701467 -0.0053662340511283118 0.015199168467363074 0.00020345588607977207 0.0024269094286806995 -0.022212074973524711 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19839 611 379 151 1612 4505 1025 2020 125 33607 2020 546 6883 823 4855 331 12830 885 108 7179 527 480 513 1129 5862 7282 2375 1433 395 internal_value=4.73149e-05 -0.000307939 2.5117e-05 7.34275e-05 0.00873422 3.20555e-05 0.000123893 -0.00371066 -7.61613e-05 -0.0041498 1.01619e-05 0.000689637 -0.000590608 -0.00235792 0.000475616 -0.000756713 0.00222042 0.00155209 0.00474061 0.00645641 0.00546109 0.00650908 0.000119249 -0.00482462 0.0129821 -0.00181423 -0.000718294 -0.00302703 -0.00538149 0.00339561 internal_weight=325588 37651.7 26977.9 26830.3 127.557 26702.8 26063.3 639.528 24987 518.506 24468.5 11482.1 12986.4 4886.62 8099.77 5903.88 5578.26 4818.1 1866.24 760.162 1790.28 1597.67 369.059 251.222 290.195 4756.38 3376.11 2005.03 1445.79 292.552 internal_count=1411661 167133 120330 119719 530 119189 116552 2637 112047 2145 109902 50696 59206 24776 34430 24694 26002 22745 9915 3257 9584 8699 1520 1040 1237 24230 17347 11485 9110 1828 is_linear=0 shrinkage=0.03 Tree=378 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 2 2 2 0 2 1 1 2 2 0 1 1 split_gain=5.61876 11.1336 15.4628 29.426 17.5999 18.5353 12.6176 9.60821 34.8376 28.941 26.0831 21.5804 18.8502 15.6517 12.9485 29.1979 33.3763 39.7788 31.1543 25.5477 22.0017 21.706 15.999 14.9601 20.9226 14.3545 15.1228 17.3176 12.9169 12.8331 threshold=1.1510000228881838 49.500000000000007 17466.614257812504 11087.062988281252 23484.753906250004 42366.021484375007 39196.445312500007 13264.737792968752 9416.2739257812518 6704.7329101562509 3827.336303710938 4.5000000000000009 22.500000000000004 12.500000000000002 2192.347534179688 269.37811279296881 1061.0313110351565 844.91958618164074 1921.9818115234377 971.01849365234386 186.24382019042972 47.500000000000007 2726.1987304687505 -1.4999999999999998 1.0000000180025095e-35 409.80384826660162 496.29238891601568 48.500000000000007 -3.4999999999999996 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -3 -4 6 -6 8 9 10 14 -12 -11 -10 15 20 17 25 -18 -19 -1 22 -16 -20 -25 -17 27 -27 -24 -21 right_child=-2 2 4 -5 5 -7 -8 -9 13 12 11 -13 -14 -15 21 16 18 19 23 29 -22 -23 28 24 -26 26 -28 -29 -30 -31 leaf_value=-0.00086861004068619293 9.0956531586461442e-05 4.9296323568323926e-05 -0.0096912521255257105 0.0055388096655117885 0.0015550531821337003 -0.010454364151316288 0.022656385517348731 0.0020669166632467377 -0.0094608766647481784 0.0063158988602233781 -0.0042455637537424235 -0.01911399862586426 -0.029614772277438743 0.014929255027536725 0.0072024736296343178 -0.0076036220159839381 0.0020539909998098763 -0.018847728159623031 0.0020654651198032982 -0.004164448201284884 0.0042666315355720354 -0.00087488131195480995 -0.014196997362500257 -0.017014175198800521 -0.0043576395829937817 0.017106121151435012 -0.003150172376509107 -0.0011782333934475431 0.0017864723798222224 -0.02392258295081116 leaf_weight=3386.9127297326922 287935.44231999596 20288.130018591881 302.09995870292187 918.6249443218112 302.35381315648556 119.47457998991013 27.852850519120693 918.95940352231264 541.19538746774197 606.16056844592094 974.68618404865265 96.559821896255016 13.432143464684485 24.763151928782463 633.05088059604168 414.57244922965765 1311.7869213521481 299.75357938557863 176.988749563694 260.94219450652599 964.78623376786709 2897.0966756790876 48.443428337574005 163.06858682632446 421.14211603999138 81.571958065032959 551.6353345438838 108.80191822350025 750.23485358059406 33.369151279330254 leaf_count=14617 1244528 91421 1237 3857 1260 496 118 3772 2289 2636 4604 717 71 106 2631 2056 5639 1564 827 1216 4036 12639 207 653 1703 351 2519 484 3175 232 internal_value=4.58972e-05 -0.000298809 0.000137199 0.000287089 -0.004091 -0.000328699 0.00333495 -0.000909404 -0.0010947 -0.000803685 -0.00109308 -0.00558577 0.00553696 -0.0083937 -0.000708182 -0.00141067 -0.00332332 -0.00637333 -0.000747569 -0.0126832 0.00026989 0.000618514 0.00364039 -0.00557554 -0.00789041 -0.00313235 -0.000634171 0.0066563 0.000817003 -0.00640463 internal_weight=325574 37638.5 21958.5 21206.8 751.781 449.681 330.207 15679.9 14761 14195 13575.4 1071.25 619.593 565.959 12504.2 8175.33 3823.63 1750.65 2072.99 594.065 4351.7 4328.83 1431.73 761.199 584.211 1156.58 742.009 190.374 798.678 294.311 internal_count=1411661 167133 98389 95278 3111 1874 1378 68744 64972 62577 59870 5321 2707 2395 54549 35897 17244 8422 8822 3012 18653 18652 6013 3183 2356 5410 3354 835 3382 1448 is_linear=0 shrinkage=0.03 Tree=379 num_leaves=31 num_cat=0 split_feature=3 0 2 2 1 2 2 2 2 2 1 1 1 1 2 2 2 2 2 1 2 2 1 2 2 2 1 2 1 2 split_gain=5.28854 10.6943 11.3196 9.6208 9.90428 9.29302 55.6101 21.0119 23.4592 31.4032 19.9577 17.7017 15.1414 11.9674 14.6617 12.8974 11.4753 11.2995 36.7198 34.8816 26.0177 12.9575 20.0793 10.6521 23.4913 29.823 22.2249 18.8462 18.1281 13.4653 threshold=1.1510000228881838 48.500000000000007 42366.021484375007 33967.421875000007 1.5000000000000002 1061.0313110351565 521.58471679687511 2770.7851562500005 2192.347534179688 2047.524841308594 -1.4999999999999998 6.5000000000000009 -1.4999999999999998 -1.4999999999999998 5975.3146972656259 3211.014770507813 2102.052612304688 1443.1333007812502 1637.6347656250002 1.0000000180025095e-35 1248.5628051757815 1921.9818115234377 1.0000000180025095e-35 3827.336303710938 7019.5273437500009 8796.4672851562518 8.5000000000000018 13264.737792968752 1.5000000000000002 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 -3 -5 6 11 8 9 10 -7 -1 -11 14 15 -9 -14 20 19 -19 -12 -20 -23 29 -25 26 28 -27 -26 -15 right_child=-2 2 -4 4 -6 7 -8 13 -10 12 17 -13 16 23 -16 -17 -18 18 21 -21 -22 22 -24 24 25 27 -28 -29 -30 -31 leaf_value=-0.0001217262692471885 8.8228104192630933e-05 3.4478656813742857e-05 -0.0082622088015729331 0.0029353893561161544 0.021350346589716518 0.0098702489194081727 -0.0095197883379595453 0.021638362609347813 0.0044172210026254214 0.0018655196172573426 0.00045129193436316701 -0.010935949199621714 -0.023286432351675726 -0.0068356591055193684 0.00022906689494620264 -0.0095060755196170171 -0.0086686108442580439 0.029277549841170328 0.0029867547590363042 -0.027815948108799757 0.027464649005441173 -0.02208986038889215 -0.00022533464136175897 -0.006792216353732815 0.005863530736581018 -0.0073511858391036664 -0.02527412460116174 0.0012343761939520059 0.023359200639768048 0.0026580866078254771 leaf_weight=3301.8234376609325 287934.69489303755 26688.931748583913 147.41685819625854 90.209228068590164 37.095041379332542 192.96368500590324 762.90078966319561 12.305038183927534 1357.397222712636 68.890568256378174 190.24358240514994 142.09026451408863 79.646060466766357 156.51269580423832 267.2423685118556 435.50884628295898 122.93571065366268 10.997573077678679 406.378367587924 77.498351335525513 38.599565908312798 53.490664839744568 128.88279539346695 691.03587657958269 180.03548443317413 397.99898061156273 16.12130069732666 545.48230923712254 75.717703849077225 954.13803949952126 leaf_count=14097 1244528 119189 611 379 151 877 3755 53 5617 322 886 974 321 649 1093 1765 496 44 1655 357 164 214 521 3543 760 1700 87 2236 350 4267 internal_value=4.45169e-05 -0.000289945 2.8149e-05 7.37236e-05 0.0083013 -0.00109403 -0.00219132 -0.000379461 0.00162177 -0.0011469 0.00111003 -0.000567903 -0.0102841 -0.00184223 -0.00533175 -0.00865029 -0.0144157 -0.000755575 -0.002703 -0.0207208 0.0050077 5.28142e-06 -0.00663826 -0.0010152 -0.0023758 0.000135321 0.00888975 -0.00238736 0.0110433 0.00132023 internal_weight=325565 37630.5 26963.7 26816.2 127.304 10666.8 4206.81 6460.02 2727.92 1370.53 1099.05 3443.91 271.472 3732.1 715.056 447.814 202.582 906.091 677.248 88.4959 228.843 588.752 182.373 3017.04 1906.39 1215.36 271.874 943.481 255.753 1110.65 internal_count=1411661 167133 120330 119719 530 46803 18826 27977 11474 5857 4718 15071 1139 16503 2911 1818 817 3841 2791 401 1050 2390 735 13592 8676 5133 1197 3936 1110 4916 is_linear=0 shrinkage=0.03 Tree=380 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 0 1 0 2 2 0 2 0 2 0 2 1 2 0 1 1 1 1 1 1 2 2 2 split_gain=4.59723 38.7928 102.257 52.4221 39.7709 43.469 35.1233 46.5255 43.2902 39.0804 36.1256 26.3611 46.5968 41.1648 108.764 53.0773 47.0069 181.11 50.4655 39.6448 61.1842 42.0771 35.8464 29.6307 28.914 28.5839 25.1107 26.0544 24.8192 25.0004 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 11333.392578125002 17.500000000000004 679.17321777343761 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 396.72427368164068 6261.4145507812509 45.500000000000007 11333.392578125002 27.500000000000004 9416.2739257812518 39.500000000000007 8796.4672851562518 1.0000000180025095e-35 2643.0056152343755 43.500000000000007 2.5000000000000004 -3.4999999999999996 -4.4999999999999991 -21.499999999999996 -1.4999999999999998 1.0000000180025095e-35 431.66661071777349 1707.8798828125002 1591.3311157226565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 5 -3 10 8 9 -8 -1 19 13 14 15 -13 18 25 -16 -2 21 23 -22 -21 -14 -18 -12 -28 29 -11 right_child=11 4 3 -5 -6 -7 7 -9 -10 28 26 12 24 -15 16 -17 17 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0022116950648177298 -7.2256391626635534e-05 -0.00010168062706514576 0.0023144784003826481 -0.0032664010007908287 5.6338064766617243e-07 0.0034879780387700428 0.0062385538054199842 0.0026444831078128871 -0.0023021035517858429 0.00042940870797149799 -0.00031681483987102121 0.0082855556814282662 0.024461476682319881 -0.00072615640509485788 -0.004544843727771317 -0.015613603507627718 -0.0010897020661994204 0.0069542181571577702 -0.012637204703671601 0.0050105254981007005 -0.0043085237331967688 0.0050805948305267766 0.0002770949438184311 0.0011848292813953656 0.00029778581839157555 -0.012193668638661144 -0.0085615147646413182 -0.0022386544720239356 -0.0052219840044011026 0.0095045987605582426 leaf_weight=2841.3672434911132 98426.958531238139 5464.5252656582743 1687.3417269496713 14812.560627788305 53469.868313586339 6831.9218231514096 1223.8495374321938 8720.7476407587528 5132.6751487255096 3719.0809608474374 7380.7021137587726 831.11379070580006 44.640427820384502 16749.833600960672 1693.3687747791409 92.992339789867401 264.39104980230331 1069.0394041240215 1174.6911961138248 2002.2333785369992 1614.7238442450762 3470.6597787290812 30778.894903682172 20248.57698301971 27491.425849637948 989.54559782147408 654.27497242391109 5665.5254591852427 650.23249399662018 294.85801659524441 leaf_count=12826 417011 23560 12842 62623 248681 28273 6469 37261 22083 17457 30979 3454 345 67967 6916 388 1071 4388 4913 10174 7278 14165 136400 82730 115133 4336 2841 24456 2935 1389 internal_value=1.71332e-05 -0.000131828 -0.000737588 -0.00269568 0.000354347 0.00189274 0.000152857 0.00100727 -0.000288266 0.00146723 -0.00086682 0.000102467 -0.000494257 -0.00149528 -0.00360197 0.0058806 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threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 11333.392578125002 17.500000000000004 679.17321777343761 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 396.72427368164068 16.500000000000004 12.500000000000002 14763.748535156252 68532.378906250015 12411.391601562502 5.5000000000000009 1.5000000000000002 18984.831054687504 26764.801757812504 15423.644531250002 13.500000000000002 14427.237304687502 15066.298339843752 1.5000000000000002 -8.4999999999999982 6261.4145507812509 47554.107421875007 45.500000000000007 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 5 -3 10 8 9 -8 -1 12 13 16 15 -14 17 -6 20 -20 21 -17 -23 -24 -16 -13 -2 28 29 -28 right_child=26 4 3 -5 11 -7 7 -9 -10 -11 -12 25 14 -15 24 18 -18 -19 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0021455457918893254 0.00028576194466059751 -9.8629542120199867e-05 0.0022459609675508714 -0.0031679585630707925 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522.80496211349964 1729.6511527970433 360.4897645637393 39.061369761824608 395.36943969130516 9835.8682169616222 18252.111369818449 8636.3834821647033 22029.027120828629 1475.6004289463162 leaf_count=12826 667758 23560 12842 62623 1662 28273 6469 37261 22083 21781 58276 2248 5549 160184 7015 3797 6070 1467 729 7308 2281 7312 1567 164 1614 39714 74100 36811 91345 6655 internal_value=1.66212e-05 -0.000127885 -0.00071561 -0.00261458 0.000343732 0.00183636 0.000148331 0.00097749 -0.00027976 0.00142434 -0.000841068 5.46486e-07 0.000317719 -0.000121569 0.00199164 0.00327043 -0.00637314 0.00126656 0.00437258 0.00136401 0.00604648 0.00473041 0.00720122 0.0161406 -0.00213468 -0.00131656 9.93974e-05 -0.000479518 -0.000883891 -0.00183451 internal_weight=325468 118535 52771.7 16501.3 65763.7 12293.8 36270.4 19733.1 11013.4 5883.76 16537.2 53469.9 43092.7 34134.7 8957.99 6838.62 1859.48 420.426 5512.65 1970.67 3541.98 3019.17 2129.2 399.551 2119.36 10377.2 206932 50393.1 41756.7 19727.7 internal_count=1411344 534675 234161 75465 300514 51833 158696 87594 50333 28250 71102 248681 206719 169383 37336 28707 9199 3129 23158 8037 15121 12840 9043 1731 8629 41962 876669 208911 172100 80755 is_linear=0 shrinkage=0.03 Tree=382 num_leaves=31 num_cat=0 split_feature=2 2 3 2 2 3 1 2 2 2 3 2 0 2 0 2 3 2 0 1 2 0 0 3 1 2 0 3 2 1 split_gain=4.22179 29.2478 24.5489 62.8841 35.326 21.1357 25.0413 23.9392 20.5013 20.1872 44.2684 33.9776 18.6402 22.5242 59.9334 18.5839 15.7675 30.1952 86.4193 18.9721 14.9823 14.8029 15.1299 14.5884 47.6417 24.3609 20.9002 17.5055 27.4626 17.2 threshold=294.42443847656256 317.43702697753912 1.3535000085830691 199.21649169921878 199.21649169921878 1.1054999828338625 1.0000000180025095e-35 269.37811279296881 224.80538177490237 224.80538177490237 1.4100000262260439 215.8664245605469 58.500000000000007 210.22515869140628 39.500000000000007 215.8664245605469 1.1054999828338625 186.24382019042972 44.500000000000007 -1.4999999999999998 149.35324859619143 67.500000000000014 65.500000000000014 1.7404999732971194 1.0000000180025095e-35 234.47260284423831 38.500000000000007 1.6674999594688418 263.64595031738287 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 16 -4 6 8 -8 -5 10 11 -6 13 -12 15 -15 20 -18 19 -19 -1 22 -14 24 27 26 -26 -11 -29 -25 right_child=1 -3 4 5 9 -7 7 -9 -10 23 12 -13 21 14 -16 -17 17 18 -20 -21 -22 -23 -24 29 25 -27 -28 28 -30 -31 leaf_value=-0.00051352475710568979 0.0027934751243590518 2.4069174875926334e-05 0.00094816975314819692 -0.0084371872975157417 -0.02510654174785187 0.0048999570684870233 -0.0013826717274470993 -0.019117387987660581 0.010605764785004947 -0.0040465166227890972 0.00093645743441994459 0.019367578748143724 -0.0060491761830195247 -0.0074744723401977773 -0.015262244039298066 0.00068313187627762502 -0.00068312337357623017 0.0011165215877789974 0.00084951179861939149 -0.027624390273541743 0.0023556704941532754 0.0051661715444135791 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41.6568 37.2498 57.5906 39.5557 35.3386 40.0061 33.9843 33.6878 28.455 51.8967 49.4507 46.3403 31.7885 65.2452 59.5166 43.6316 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 11333.392578125002 17.500000000000004 679.17321777343761 14.500000000000002 1.0000000180025095e-35 7.5000000000000009 1.0000000180025095e-35 202.10085296630862 922.17691040039074 6261.4145507812509 47554.107421875007 2643.0056152343755 43.500000000000007 2.5000000000000004 45.500000000000007 5.5000000000000009 23.500000000000004 -3.4999999999999996 26.500000000000004 9416.2739257812518 25057.239257812504 27.500000000000004 39.500000000000007 10341.291015625002 11087.062988281252 43.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 5 -3 10 8 9 12 11 -1 -8 15 18 -2 17 -17 19 22 -21 -18 24 25 -15 -24 27 -25 29 -28 right_child=13 4 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 21 -19 -20 20 -22 -23 23 26 -26 -27 28 -29 -30 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938.40359638631344 8635.0522237988189 22244.055872365832 1616.7189430296421 3471.6180590987206 22029.03451307863 1242.6806551739573 230.42470993846655 30779.819159053266 269.37907194346189 524.38817368447781 303.19677603244781 2990.2432438135147 444.12955717742443 9519.7202110514045 3066.7050819396973 194.8716686964035 leaf_count=1590 417011 23560 12842 62623 248681 28273 670 37261 22083 21781 33256 36256 5799 3880 36811 92904 7278 14165 91345 5694 961 136400 1115 2138 1219 12379 1797 38404 12375 793 internal_value=1.56389e-05 -0.000124717 -0.00069483 -0.00253666 0.000332764 0.00178093 0.000143388 0.000947838 -0.00027224 0.00138189 -0.000816199 0.000417437 0.00590487 9.60298e-05 -0.000465904 0.000276914 0.000879185 0.0019392 -0.000858177 -0.00178054 -0.00653621 3.77654e-05 -0.00139669 -0.00171673 0.00298771 -0.00512011 -0.000909898 -0.00178607 0.00146491 0.00979385 internal_weight=325442 118518 52764 16502.6 65754.4 12291.2 36261.4 19725.2 11006.4 5879.75 16536.2 8861.46 1216.56 206924 50388.2 156536 58112.2 25715.7 41753.2 19724.1 1473.11 32396.5 18251 17009.4 1241.6 3259.62 13749.8 10044.1 3705.71 639.001 internal_count=1411344 534675 234161 75465 300514 51833 158696 87594 50333 28250 71102 37846 6469 876669 208911 667758 250747 107069 172100 80755 6655 143678 74100 69001 5099 13494 55507 40542 14965 2590 is_linear=0 shrinkage=0.03 Tree=384 num_leaves=31 num_cat=0 split_feature=0 2 0 2 1 2 3 0 0 0 2 2 3 2 2 2 0 0 1 2 2 0 2 0 1 1 0 1 3 2 split_gain=3.96633 24.6172 49.4769 103.845 37.8524 36.6063 61.3869 62.8247 54.5353 27.4677 40.8182 59.4046 70.3113 52.537 39.8085 29.7449 30.494 38.4671 28.5445 27.2055 47.1292 75.5677 26.7851 26.2515 25.9486 24.6464 24.5377 24.0817 23.6392 32.2064 threshold=28.500000000000004 5832.3920898437509 45.500000000000007 9416.2739257812518 -1.4999999999999998 3673.103149414063 1.2994999885559084 51.500000000000007 76.500000000000014 55.500000000000007 1126.780944824219 844.91958618164074 1.1054999828338625 1443.1333007812502 862.00259399414074 789.36499023437511 50.500000000000007 41.500000000000007 -1.4999999999999998 409.80384826660162 640.43759155273449 38.500000000000007 276.59585571289068 52.500000000000007 -21.499999999999996 6.5000000000000009 54.500000000000007 3.5000000000000004 7.7119998931884775 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 -3 9 7 -7 27 10 11 15 -13 -12 -14 18 17 -17 22 -20 -21 -22 -2 -24 -4 -6 -23 -8 29 -11 right_child=1 2 24 -5 25 6 8 -9 -10 28 13 12 14 -15 -16 16 -18 -19 19 20 21 26 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0001104921995722865 -0.00034451033782167652 -0.00033502753245433567 0.023113485913005011 -0.00059543816107266541 -0.0069715482175802821 -0.0049970384405567574 0.0023221778251673003 0.0041612187726706501 -0.0060229285297545678 -0.00046331615838492922 0.0048706300111390384 -0.0137209671204052 -0.017061009263319951 0.00076414928894577615 -0.0014364823314408023 0.010133069191580924 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0 1 0 2 0 1 1 1 2 3 2 3 2 3 0 3 3 2 2 2 2 split_gain=5.17679 31.7919 62.537 69.865 57.3557 34.1097 32.3443 38.1874 56.9069 52.4527 28.0513 26.649 24.0048 35.3776 30.2958 27.7388 37.0362 23.9151 48.4409 91.8764 52.0378 37.5886 33.9978 36.4424 31.9679 34.0335 89.4144 51.0129 53.5916 46.1076 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 39.500000000000007 8055.6518554687509 38.500000000000007 71.500000000000014 7882.7980957031259 1.1054999828338625 61.500000000000007 -22.499999999999996 63.500000000000007 10120.596191406252 37.500000000000007 1.0000000180025095e-35 -8.4999999999999982 -1.4999999999999998 11873.722656250002 3.653500080108643 8055.6518554687509 5.0659999847412118 9188.5839843750018 9.5555000305175799 88.500000000000014 5.0659999847412118 7.0125000476837167 14763.748535156252 16543.466796875004 15804.419433593752 35189.248046875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 8 -5 -9 -4 -10 15 14 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166.26494985818863 157.96935987472534 4627.0424692183733 1770.3072087243199 568.11614489555359 26385.517885088921 85.438543349504471 437.58495110273361 173.93454350531101 375.96387296915054 180.91615784168243 975.48342441022396 14227.710829623044 4113.9114272668958 6055.2047407478094 3651.3192278817296 261.52265061438084 1250.1110783219337 28.296188578009605 4371.1794586740434 1861.630505297333 35183.105148130562 675.54598350822926 370.51310353726149 4426.4082206040621 leaf_count=887889 4281 21640 433 2732 223 694 646 19182 7730 2303 108079 347 1780 719 1553 742 4033 57877 17442 25049 15234 1077 5910 118 18487 9140 173302 2757 1626 18268 internal_value=-5.92344e-06 -0.000163082 -0.000883929 -0.00275931 -0.00635481 -0.00107394 -0.00120245 -0.00147882 -0.00453693 -1.56285e-05 -8.75599e-05 -0.00718159 -0.0092347 -0.00576455 -0.00839011 -0.0120692 -0.0111008 0.00016934 0.00105321 0.00017485 0.00160697 0.00346213 -0.000681444 -0.00213358 -0.000128645 0.000249306 -0.00016733 0.00181724 0.00405743 -0.000264767 internal_weight=325352 119406 37685.7 11233 3394.2 1197.8 7838.81 7680.84 2485.68 5195.16 26452.7 1855.75 2196.4 987.483 813.549 1208.92 1156.4 81720.4 20604.3 15098.8 10984.9 5505.5 4929.73 3679.62 61116.1 46888.4 37044.7 9843.65 4741.69 5101.95 internal_count=1411293 523404 155477 46965 14025 4975 32940 32294 10809 21485 108512 8077 9050 4052 3333 4998 4775 367927 86470 63753 46311 22717 21262 15352 281457 223580 182442 41138 20113 21025 is_linear=0 shrinkage=0.03 Tree=386 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 0 0 2 3 0 1 0 1 2 0 1 1 1 2 3 2 3 2 0 3 2 2 1 1 1 split_gain=4.87108 29.9191 58.8807 65.8054 54.0529 32.1669 30.465 35.9838 53.6417 49.3625 26.666 25.1111 23.6227 22.6357 33.3178 28.6404 25.6534 34.9518 22.5057 45.8829 111.356 64.1744 39.0481 32.6999 30.1631 41.5068 35.2192 34.4558 34.8482 31.1395 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 39.500000000000007 8055.6518554687509 38.500000000000007 71.500000000000014 7882.7980957031259 1.1054999828338625 61.500000000000007 -22.499999999999996 63.500000000000007 4.5000000000000009 10120.596191406252 37.500000000000007 1.0000000180025095e-35 -8.4999999999999982 -1.4999999999999998 11873.722656250002 3.4465000629425053 7700.5261230468759 4.7190001010894784 9188.5839843750018 25.500000000000004 4.4095001220703134 21398.625000000004 30553.010742187504 1.0000000180025095e-35 -8.4999999999999982 16.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 12 7 8 -5 -9 -4 -10 -2 16 15 -15 -6 -18 19 22 -21 -22 23 -3 25 27 -27 28 -20 -28 right_child=1 18 10 6 13 -7 -8 9 11 -11 -12 -13 -14 14 -16 -17 17 -19 24 20 21 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=8.2640164602998639e-05 0.0023654576970639674 0.0024898251223637504 0.018889305139365757 0.003155167221552855 -0.032147029014802056 -0.01330285476883371 0.011882161305911571 0.0010093575031831735 -0.0077449830996123188 -0.0083617366235619744 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879.16098561882973 904.44461305439472 154.24559991061687 leaf_count=887889 3853 10169 433 2732 223 694 646 19182 7730 2303 108079 347 428 1780 719 1553 742 4033 513 16116 24258 29226 922 5779 235357 7529 30209 3539 3673 637 internal_value=-5.74486e-06 -0.000158204 -0.000857558 -0.00267782 -0.00616877 -0.00104209 -0.00116682 -0.00143497 -0.00440563 -1.51631e-05 -8.49278e-05 -0.00697716 0.000929765 -0.00896648 -0.00559586 -0.0081466 -0.0117209 -0.0107849 0.000164285 0.0010218 0.00031756 0.00166498 0.00386812 0.00457408 -0.000124784 -0.00152094 -0.000704942 -0.00555722 -0.00182877 -0.00161547 internal_weight=325340 119393 37679.9 11227.9 3391.74 1197.46 7836.13 7678.35 2483.05 5195.3 26452.1 1852.86 1031.55 2194.28 986.769 812.753 1207.51 1154.6 81713.4 20601.1 16515 12711.9 4086.13 3862.32 61112.4 11342 9434.65 1907.37 1028.21 7567.29 internal_count=1411293 523404 155477 46965 14025 4975 32940 32294 10809 21485 108512 8077 4281 9050 4052 3333 4998 4775 367927 86470 69600 53484 16870 15948 281457 46100 38375 7725 4186 30846 is_linear=0 shrinkage=0.03 Tree=387 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 1 0 2 2 2 2 0 2 2 0 2 2 0 2 2 2 2 1 0 2 0 2 0 2 1 split_gain=4.65586 20.9061 13.4099 6.39975 14.0446 16.291 13.1444 30.3089 20.8348 17.7484 12.3151 12.0707 10.7416 20.0846 9.42533 8.86055 9.43591 16.5253 15.4798 9.65808 10.9919 8.75569 9.77666 8.66727 8.41158 14.0157 28.2372 17.419 16.406 13.6128 threshold=8.5000000000000018 21.500000000000004 18.500000000000004 40.500000000000007 18421.471679687504 11.500000000000002 32.500000000000007 15804.419433593752 5006.9262695312509 9188.5839843750018 199.21649169921878 31.500000000000004 8998.0522460937518 5006.9262695312509 37.500000000000007 13264.737792968752 3600.6882324218755 42.500000000000007 2871.6833496093755 210.22515869140628 194.10739898681643 3383.5720214843755 15.500000000000002 44.500000000000007 589.46820068359386 54.500000000000007 2292.840698242188 62.500000000000007 3383.5720214843755 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 6 11 7 12 10 -10 -8 -6 13 -3 -13 16 17 18 -5 20 -19 -12 -23 -17 29 26 -26 28 -27 -21 right_child=1 2 -4 15 5 -7 8 -9 9 -11 21 14 -14 -15 -16 23 -18 19 -20 24 -22 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=1.314259146408271e-05 0.0034877525389863662 -0.003579268284065659 0.00039687326690237423 0.0041569495017543482 0.0043919373034784605 -0.015720715655106601 0.025252873781105998 0.035298433094793032 -0.025432501248197164 -0.0068656100189030895 -0.0059397346201556858 -0.019139375902901459 -0.014989766171102772 0.0070585441476256269 0.011265270847437689 -0.0093857871471373765 -0.0047965318143577095 -0.0037955619746856467 0.029634089332725853 0.0025769338480414817 -0.018645108122827957 -0.0010886381893688432 0.016285136162756932 0.0039876425382752391 -0.0043001142875460632 -0.010830050889852932 0.0091288843596587944 0.004579386261777574 0.01505018462677017 0.03275539964995966 leaf_weight=316714.46519411844 956.58129568397999 441.815992385149 2888.5877821184695 102.5175117701292 94.786465674638748 168.59023366868496 14.434053510427473 21.732675582170486 71.666531629860401 131.10053430497646 310.76861226558685 45.818490162491798 44.185681134462357 250.18941962718964 11.474047780036924 48.929006412625313 771.51266480982304 256.33309634774923 27.147609695792198 264.824781678617 54.380459479987621 150.05856132507324 36.178458943963051 401.61523985862732 335.58446503430605 319.81483732163906 242.93730691075325 111.96839390695095 23.677001819014549 14.172206506133078 leaf_count=1370474 4092 2229 13262 593 389 770 82 91 385 656 1665 200 190 1007 51 231 4093 1799 109 1495 370 615 147 1658 1541 1389 995 533 101 81 internal_value=-5.57344e-06 -0.000693763 -0.00121617 -0.00219335 -0.00360925 -0.0092985 -0.00236998 0.000381821 -0.00529022 -0.0134279 -0.00206392 -0.00217902 -0.000648932 0.000266754 -0.0130502 -0.00134022 -0.00203177 -0.000815223 0.00949102 -0.00163826 -0.0063945 -0.00285725 0.0022864 0.00253529 -0.000512707 -0.00176002 0.00133909 -0.00569648 -0.00904612 0.00410991 internal_weight=325328 8613.38 7656.8 4768.21 1792.8 320.669 1472.13 757.924 714.207 202.767 511.44 152.079 736.191 692.005 57.2925 2975.41 2524.87 1753.36 129.665 1623.69 310.714 497.006 186.237 450.544 1312.98 1033.98 578.522 455.46 343.492 278.997 internal_count=1411293 40819 36727 23465 8477 1410 7067 3517 3550 1041 2509 640 3426 3236 251 14988 13099 9006 702 8304 2169 2427 762 1889 6135 4559 2536 2023 1490 1576 is_linear=0 shrinkage=0.03 Tree=388 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 0 0 2 3 0 1 0 1 2 0 1 1 0 1 2 3 2 3 2 2 3 3 0 3 3 split_gain=4.59321 27.8642 55.2799 61.7556 51.0536 30.3167 28.6929 33.9034 50.5469 46.4575 25.3393 23.6619 21.7528 21.2952 32.8532 23.7895 32.916 23.0587 23.1948 21.1522 43.4082 82.3571 46.6932 33.4724 32.2926 56.4155 32.0103 34.3409 28.5585 31.9757 threshold=6261.4145507812509 2.7749999761581425 11617.274414062502 39.500000000000007 8055.6518554687509 38.500000000000007 71.500000000000014 7882.7980957031259 1.1054999828338625 61.500000000000007 -22.499999999999996 63.500000000000007 4.5000000000000009 10120.596191406252 28.500000000000004 -8.4999999999999982 -1.4999999999999998 37.500000000000007 1.0000000180025095e-35 11873.722656250002 3.653500080108643 8055.6518554687509 5.0659999847412118 9188.5839843750018 7188.3642578125009 3.0835000276565556 9.5555000305175799 88.500000000000014 5.0659999847412118 7.0125000476837167 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 12 7 8 -5 -9 -4 -10 -2 15 -15 -6 -17 18 -16 20 23 -22 -23 24 25 -3 27 -24 -21 -30 right_child=1 19 10 6 13 -7 -8 9 11 -11 -12 -13 -14 14 17 16 -18 -19 -20 28 21 22 26 -25 -26 -27 -28 -29 29 -31 leaf_value=8.0413050896694564e-05 0.0022941130798763533 0.0060217513877300942 0.018509108312515545 0.0030613551843784417 -0.030972631986225203 -0.012912923449788703 0.011542514146281543 0.0009821054816010449 -0.0075215666394328629 -0.0081101392334401723 -0.00012633521562774983 0.0086463102896798608 -0.012909740031697339 -0.022442338660531681 -0.0010253097895489434 0.0012851373707747432 -0.01265320215443096 0.0061324903929182118 -0.011827615934832097 -0.0012998113808209261 -0.0034619330859977661 0.0032800328927282481 -0.0023166419869203982 -0.0071982852645608763 0.0062349279272469358 -0.0026356156659985753 0.0034950347611257949 0.030887400950528686 0.0017548683012840506 -0.0001690445165832873 leaf_weight=205943.10618565371 937.76289658993483 1303.2444394603372 65.832347013056278 630.40737274289131 53.266052857041359 165.45519317686558 157.58749833703041 4627.3467780351639 1764.461592875421 567.83896757662296 26384.154930643737 85.411564275622368 93.101999163627625 92.545909568667412 385.6858703494072 180.87047259509563 971.63158832490444 174.07335342466831 333.66104485094547 14226.487827941775 4115.0869729872793 6050.9046320766211 3652.0052606984973 261.79571906477213 2525.695873208344 1410.7660886868834 1249.860667578876 28.250008746981621 9840.1435735635459 37043.175509979948 leaf_count=887889 3853 5406 433 2732 223 694 646 19182 7730 2303 108079 347 428 380 1565 742 4033 719 1388 57877 17442 25049 15234 1077 10441 5793 5910 118 41138 182442 internal_value=-5.41165e-06 -0.00015347 -0.000828477 -0.00259287 -0.00597688 -0.000992292 -0.00112917 -0.00138934 -0.00427497 -1.16859e-05 -7.99528e-05 -0.00677507 0.000920985 -0.00869763 -0.00542747 -0.0113717 -0.0104658 -0.00366497 -0.00603584 0.000157741 0.00098915 0.000157756 0.00151422 0.00327049 0.00379355 0.00152158 -0.00065303 -0.00206176 -0.000122493 0.000234757 internal_weight=325322 119379 37671.1 11221.1 3388.05 1196.32 7833.05 7675.47 2480.28 5195.19 26450 1849.87 1030.86 2191.73 985.966 1205.77 1152.5 893.42 719.347 81707.4 20597.6 15096.1 10981 5501.5 5239.71 2714.01 4930.12 3680.26 61109.8 46883.3 internal_count=1411293 523404 155477 46965 14025 4975 32940 32294 10809 21485 108512 8077 4281 9050 4052 4998 4775 3672 2953 367927 86470 63753 46311 22717 21640 11199 21262 15352 281457 223580 is_linear=0 shrinkage=0.03 Tree=389 num_leaves=31 num_cat=0 split_feature=1 1 0 2 0 2 2 2 2 1 0 2 2 2 2 1 2 2 2 0 0 2 0 3 0 1 2 1 1 0 split_gain=4.40927 12.1396 12.3691 14.8192 11.9325 9.77694 9.93865 10.3421 9.23471 9.59344 8.97672 7.38121 6.62445 6.39511 25.0323 12.2937 8.96212 6.27918 6.26186 22.6512 7.51676 7.22439 8.88411 6.10135 10.8954 9.55686 7.04916 8.57018 13.3737 5.67524 threshold=10.500000000000002 18.500000000000004 25.500000000000004 2047.524841308594 22.500000000000004 75297.019531250015 27647.242187500004 8598.4760742187518 7700.5261230468759 12.500000000000002 22.500000000000004 631.94107055664074 42366.021484375007 12715.829589843752 25918.428710937504 14.500000000000002 64691.324218750007 8796.4672851562518 19525.543945312504 54.500000000000007 88.500000000000014 39196.445312500007 28.500000000000004 21.500000000000004 92.500000000000014 93.500000000000014 43957.078125000007 24.500000000000004 39.500000000000007 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 8 6 7 10 11 -10 -5 -2 -8 17 15 -15 -16 -11 20 21 -6 29 -23 24 -4 -25 -26 -28 -29 -20 right_child=1 2 23 5 18 -7 12 -9 9 13 -12 -13 -14 14 16 -17 -18 -19 19 -21 -22 22 -24 25 26 -27 27 28 -30 -31 leaf_value=1.0440513990570315e-05 0.012663318101670946 -0.020005776013952214 0.00027436713569876648 0.031170304769805854 -0.0020997490171824318 -0.015160125669746781 0.026855650770156402 -0.011486438883889765 -0.0011714517087780167 0.0026728952566105104 0.0063106442700069073 -0.0063937952092914946 0.0048511020719794662 -0.00062294643283976932 0.015873757371382091 -0.037204094853813145 -0.00071067323788927793 0.019162284883669972 -0.0062014402969249845 0.0012941653784720941 -0.024311307027802067 -0.016845354240458525 0.0023687009470141178 0.023107712685718963 -0.024862145419849491 -0.021039610395992576 0.016854122618296778 -0.03390021826749471 0.0061655899526933556 -0.021041386822453677 leaf_weight=318875.92059900449 20.818459078669548 15.721848011016844 2659.4847414195538 16.542939692735672 2456.0472910702229 12.560237437486647 49.369479760527611 22.618419125676155 181.12702053785324 30.365552976727486 62.321766436100006 150.71410413086414 16.404497817158699 16.376328557729721 84.899392277002335 16.699691072106361 44.801170825958252 65.871489673852921 30.501865789294243 190.07942464947701 13.789431869983671 39.415373519062996 48.073496118187904 21.875145899131898 24.378028601408005 5.5284858271479598 11.993242830038069 14.474329560995104 15.556668519973753 96.795076191425323 leaf_count=1380628 111 91 12054 69 12677 51 205 92 740 124 268 731 66 67 352 67 181 269 129 780 66 170 219 113 150 175 49 59 79 461 internal_value=-5.24959e-06 -0.000782722 0.000634062 0.00792486 -0.00198106 0.0103669 0.0122839 0.00639647 0.00182379 0.00412497 0.0115253 -0.00408088 0.0213676 0.00782873 0.00420414 -0.0190923 0.0101452 0.0139594 -0.00279065 -0.00624889 -0.00222376 -0.0129243 -0.00628759 0.000116269 -2.53298e-05 0.0142013 -0.0120285 -0.00458381 -0.0131453 -0.0174856 internal_weight=325311 6435.2 2948.83 195.539 3486.38 179.817 167.257 101.483 611.673 440.141 78.8647 171.533 65.774 259.014 162.777 33.076 129.701 96.237 2874.7 404.865 2469.84 214.786 87.4889 2753.29 2725.89 27.4036 66.4023 42.0242 30.031 127.297 internal_count=1411293 30665 13521 842 17144 751 700 429 2642 1800 337 842 271 1060 667 134 533 393 14502 1759 12743 979 389 12679 12391 288 337 187 138 590 is_linear=0 shrinkage=0.03 Tree=390 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 1 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 split_gain=8.95177 33.4185 35.437 12.1963 7.71827 7.70268 8.82928 7.10381 37.2039 21.4597 51.9844 18.3377 15.4931 14.0797 12.2131 11.1998 15.1025 8.25419 7.79908 7.10138 5.15555 13.6349 13.2609 11.3206 17.9037 9.35906 5.66729 16.5493 12.7956 10.9225 threshold=1.5000000000000002 13836.183105468752 10120.596191406252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 20123.864257812504 16543.466796875004 28492.581054687504 30553.010742187504 99995.847656250015 1.0000000180025095e-35 15804.419433593752 1.0000000180025095e-35 23484.753906250004 22009.412109375004 79162.558593750015 29455.711914062504 -1.4999999999999998 1.0000000180025095e-35 50009.173828125007 45473.716796875007 68532.378906250015 64691.324218750007 37774.541015625007 32790.857421875007 43957.078125000007 45473.716796875007 52302.683593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 19 8 13 15 18 17 -13 -5 -10 16 -9 20 -11 -7 21 22 25 24 26 -12 -22 -28 -29 -30 right_child=-2 3 -4 7 -6 6 -8 9 14 10 11 12 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.030065534002316652 -3.9627798721306785e-05 0.029062103459117729 -0.019130241390192749 0.013875353089892744 0.030044479537168382 0.010360157671521965 0.013944393870206948 -0.010516306253608295 0.021041058058884215 0.07797274341781367 -0.023239358224975745 0.014898249901763791 -0.0014711510245105721 -0.017419810232239527 0.0672692714792857 -0.0226730591779826 0.057717062230392774 -0.01840809512606064 0.038072806861480284 -0.025775000100364227 -0.016426070313427306 0.01387787225154241 -0.029799379791346628 -0.014004187649575924 0.058701671608405601 0.022851728356374484 0.059208897907600928 -0.033146889638127459 0.027894805547425957 -0.022090233585141495 leaf_weight=8.4687991096870956 324723.32272160985 21.297369725536555 104.88110966235399 31.957658465951681 12.955084746703504 7.2411350663751373 18.524713441729546 10.50040767341852 8.7748568598181009 8.446498604491353 6.5481735505163696 165.057293061167 75.996755242347717 21.74029653891921 12.428570359945297 36.536985047161579 4.0437091514468184 27.43625470623374 9.2237503677606583 15.105051778256893 8.1733664125204069 20.043928764760494 25.443071406334639 18.973982304334641 6.7404630482196799 10.050877306610344 5.4466510266065589 6.9598880186677006 14.318298511207106 5.4252257198095313 leaf_count=3895 1389612 1937 1489 478 310 245 75 136 225 47 128 9714 388 264 85 452 85 301 57 280 69 371 256 166 57 189 50 81 180 66 internal_value=-3.21743e-05 0.00328908 -0.00848538 0.0067943 0.00943659 0.00402559 -0.00137011 0.0059165 0.0144911 0.0045364 0.00679853 0.00455545 0.00973749 0.00120511 0.0481381 -0.0138102 0.00845466 -0.00347459 0.0571452 -0.0140656 -0.000276747 -0.0064832 -0.0161905 0.0055583 0.013445 0.00466922 0.00587988 0.0115506 0.00182984 0.0141597 internal_weight=325452 728.74 167.176 561.564 62.2948 49.3397 40.8709 540.267 74.9014 465.366 414.284 396.614 241.054 53.698 21.2034 51.0811 14.5441 155.56 17.6702 22.3462 128.124 62.0861 42.0421 66.0379 47.0639 16.5991 40.3234 32.1501 26.7034 19.7435 internal_count=1411688 22076 6294 15782 4805 4495 600 13845 1052 12793 12120 12016 10102 742 310 673 221 1914 104 525 1613 944 573 669 503 317 446 377 327 246 is_linear=0 shrinkage=0.03 Tree=391 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 1 1 1 2 2 2 split_gain=8.46173 31.5988 33.6079 11.975 7.5518 7.49598 8.24147 6.8205 15.4405 21.8949 35.7273 25.3082 21.0229 20.67 14.8973 13.3144 11.2876 9.85786 27.0722 6.62353 6.68674 6.50742 5.26938 6.84699 9.12164 5.97579 4.34505 4.28419 9.53872 5.14066 threshold=1.5000000000000002 13836.183105468752 10120.596191406252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 99995.847656250015 42366.021484375007 28492.581054687504 23484.753906250004 29455.711914062504 16543.466796875004 17012.167968750004 1.0000000180025095e-35 15804.419433593752 22009.412109375004 1.0000000180025095e-35 32790.857421875007 79162.558593750015 47554.107421875007 -1.4999999999999998 68532.378906250015 61082.773437500007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13578.460937500002 11333.392578125002 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 21 8 9 10 12 -11 15 -14 -9 -5 26 18 -13 20 -10 -7 23 -22 -25 -24 -15 28 -4 -30 right_child=-2 3 27 7 -6 6 -8 14 19 11 -12 17 13 16 -16 -17 -18 -19 -20 -21 22 -23 25 24 -26 -27 -28 -29 29 -31 leaf_value=0.030063595673163745 -3.8438916428184804e-05 0.029008506569495003 -0.028626297141508411 0.013432096755557553 0.029897829195167262 0.010148300851551818 0.013505741518275301 0.014663941863192432 -0.0095063185134792259 0.074154970698269512 -0.022263481705675478 0.031697922502862984 0.057857905161110744 0.0168321990484957 -0.0014280102056336186 -0.017090179672345253 0.057474551094273595 0.02647599421781861 -0.080107203119785628 -0.01791755542137825 0.0029452200232204522 -0.024429768996309574 0.015687689131576591 -0.00093775190360881984 0.053249446064582172 -0.013727337185049612 -0.013412798815590996 -0.022813467080486999 0.027618776773197132 -0.006288899738724517 leaf_weight=8.2190304826945049 324723.57489664201 20.705552141182125 13.827663091942666 32.020915608853102 12.632947649806736 7.1715986346825966 18.552159145474434 162.69984934292734 49.725970003753901 8.6122557222843152 36.0995810367167 4.9480964466929453 14.909000381827353 8.2498528938740527 75.944720387458801 21.498532451689243 3.940523885190486 21.110901899635792 3.2159488275647163 27.343215126544237 19.255053836852312 15.453217469155788 9.2912255525589007 4.597086928784849 7.1358588486909866 18.778935223817825 8.8725398853421211 71.421713758260012 5.8208319358527669 13.036424573510885 leaf_count=3895 1389612 1937 161 478 310 245 75 9714 604 47 452 99 153 201 388 264 85 148 60 301 271 280 172 92 58 166 92 1033 102 193 internal_value=-3.12104e-05 0.00320599 -0.0082813 0.00662031 0.00919914 0.00390548 -0.00131574 0.00575907 0.00274511 0.00895979 0.00292961 0.028949 0.0130922 0.030828 0.00954294 0.00117143 0.0116953 0.0156501 -0.0123439 -0.00471824 -0.00140055 -0.0134692 0.00542437 0.0139531 0.0320184 -0.00399096 0.00115974 -0.0186965 -0.00970035 0.00417768 internal_weight=325449 725.091 166.136 558.956 62.029 49.396 41.177 538.25 299.605 163.478 125.591 37.8872 89.4914 35.9719 238.645 53.5194 21.0629 29.2749 8.16405 136.127 108.784 22.6248 59.0582 30.988 11.7329 28.0702 17.1224 104.107 32.6849 18.8573 internal_count=1411688 22076 6294 15782 4805 4495 600 13845 3743 2079 1725 354 1273 531 10102 742 378 307 159 1664 1363 525 759 421 150 338 293 1489 456 295 is_linear=0 shrinkage=0.03 Tree=392 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 1 2 2 1 1 1 2 2 2 split_gain=8.0103 29.9205 31.9798 11.7468 7.38458 7.29425 7.69619 6.56747 14.5296 20.1103 33.8667 23.3836 19.7595 18.4426 14.3196 12.5895 10.9176 9.10006 24.1365 6.25994 6.2793 5.97289 4.90187 6.20044 8.08304 5.69066 4.14507 4.10078 9.11938 4.92031 threshold=1.5000000000000002 13836.183105468752 10120.596191406252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 99995.847656250015 42366.021484375007 28492.581054687504 23484.753906250004 29455.711914062504 16543.466796875004 17012.167968750004 1.0000000180025095e-35 15804.419433593752 22009.412109375004 1.0000000180025095e-35 32790.857421875007 79162.558593750015 47554.107421875007 -1.4999999999999998 68532.378906250015 61082.773437500007 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 13578.460937500002 11333.392578125002 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 21 8 9 10 12 -11 15 -14 -9 -5 26 18 -13 20 -10 -7 23 -22 -25 -24 -15 28 -4 -30 right_child=-2 3 27 7 -6 6 -8 14 19 11 -12 17 13 16 -16 -17 -18 -19 -20 -21 22 -23 25 24 -26 -27 -28 -29 29 -31 leaf_value=0.030061708533791556 -3.7285717340533565e-05 0.028954197669779903 -0.028165732155918138 0.013002579498946636 0.029747663279053826 0.0099388541716451066 0.013082721513496837 0.01443010957828743 -0.0092012587252107095 0.070753064273158861 -0.021853912143425209 0.031645015124816676 0.055011919863705364 0.016583989717223677 -0.001386105157615395 -0.016762750051485718 0.057140697741787594 0.02526510689837249 -0.072331818465967437 -0.017436354164087522 0.0028564089090445575 -0.023184330509143404 0.015433285877166861 -0.000908845152686611 0.049717207178951346 -0.01345375829721924 -0.01314975789686457 -0.022390097256252454 0.027277126925779355 -0.0061015339757569858 leaf_weight=7.9766141090076408 324723.81876647007 20.130735057406127 13.635105608031152 32.0853181630373 12.320547088980673 7.1040833825245508 18.577075749635696 160.41119983699173 49.831720415502787 8.7532927114516479 35.679296065121889 4.8097652010619658 15.205243891105054 8.1240469366312063 75.894177198410034 21.264501094818115 3.8460859060287467 21.453624226152897 3.4509364776313305 27.256236985325813 19.258067399263382 15.789548832923174 9.1630102507770079 4.6009391881525534 7.4091753140091896 18.588888116180897 8.7799385190010071 70.60163751989603 5.7184882760047921 13.033688027411699 leaf_count=3895 1389612 1937 161 478 310 245 75 9714 604 47 452 99 153 201 388 264 85 148 60 301 271 280 172 92 58 166 92 1033 102 193 internal_value=-3.02737e-05 0.00312888 -0.00809975 0.00645623 0.00896701 0.0037892 -0.00126414 0.00561105 0.00266129 0.0086904 0.00285252 0.0276581 0.0127233 0.0299125 0.00935042 0.00113853 0.0115201 0.0149632 -0.0117917 -0.00457907 -0.00135964 -0.0129059 0.00526119 0.0134063 0.0303229 -0.00391595 0.00114027 -0.0183356 -0.00949707 0.00407731 internal_weight=325445 720.753 164.757 555.996 61.7679 49.4473 41.4707 535.865 299.56 163.452 124.984 38.4676 89.3051 35.9553 236.305 53.3498 20.7501 29.7143 8.2607 136.108 108.852 22.8936 59.0201 31.2682 12.0101 27.7519 16.904 102.989 32.3873 18.7522 internal_count=1411688 22076 6294 15782 4805 4495 600 13845 3743 2079 1725 354 1273 531 10102 742 378 307 159 1664 1363 525 759 421 150 338 293 1489 456 295 is_linear=0 shrinkage=0.03 Tree=393 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 1 2 2 2 split_gain=7.58213 28.3271 30.4197 11.5186 7.21688 7.0974 7.18994 6.31956 13.7598 13.6733 18.5076 32.0955 22.0336 18.5675 16.6325 12.1488 11.9029 5.9146 5.89723 5.75889 5.49053 5.07808 20.7093 4.56314 5.62906 7.19724 5.41817 3.9228 8.7149 4.70772 threshold=1.5000000000000002 13836.183105468752 10120.596191406252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 99995.847656250015 1.0000000180025095e-35 42366.021484375007 28492.581054687504 23484.753906250004 30553.010742187504 16543.466796875004 17466.614257812504 22009.412109375004 15804.419433593752 79162.558593750015 47554.107421875007 29455.711914062504 -1.4999999999999998 1.0000000180025095e-35 32790.857421875007 68532.378906250015 61082.773437500007 1.0000000180025095e-35 1.0000000180025095e-35 13578.460937500002 11333.392578125002 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 20 9 -9 10 11 13 19 16 -15 -16 -5 18 -11 -12 -7 22 -14 24 -20 -26 -25 28 -4 -30 right_child=-2 3 27 7 -6 6 -8 8 -10 17 12 -13 21 14 15 -17 -18 -19 23 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31 leaf_value=0.030059884003514788 -3.6167127760596103e-05 0.028899136610738424 -0.027702268839590472 0.012586497595076247 0.02959384676340656 0.0097318644828076686 0.012674604123206612 0.014196848421953802 -0.0013454081410014321 -0.0089062783666375503 0.067703799798507103 -0.021444627092574466 0.031629937240191704 0.049539209907088447 -0.0038809666900449903 0.056714076870255904 -0.016437637892225888 -0.016964597975382998 0.0027702766673018174 0.03412828684540882 -0.022028322992308995 0.016879182827691228 -0.065809785876220689 0.015179929521218475 -0.00088085382338803225 0.046567906659104263 -0.013183465210438164 -0.021966029541987859 0.02692880192427197 -0.0059195848621441801 leaf_weight=7.741333046462386 324724.05506286491 19.572445284109563 13.450158912688492 32.150607593357563 12.01763402763754 7.0385324219241765 18.599642068147659 158.18936557881534 75.8450967669487 49.936088915914297 8.8712075278162956 35.275645677000284 4.2135008014738569 17.872675508260727 14.313743570819499 3.7600859589874736 21.038000285625458 27.175022672861814 19.261078204959631 9.5439745038747787 16.114496421068907 12.699303463101387 3.6754816994071007 9.0383691079914588 4.604675445705654 7.668789379298687 18.403741091489792 69.817742317914963 5.6201837509870538 13.03130829334259 leaf_count=3895 1389612 1937 161 478 310 245 75 9714 388 604 47 452 87 217 229 85 264 301 271 57 280 103 60 172 92 58 166 1033 102 193 internal_value=-2.9365e-05 0.00305324 -0.00792014 0.00629562 0.00874009 0.00367659 -0.00121511 0.00546643 0.00915997 0.00258025 0.00842981 0.00277687 0.0264612 0.0123626 0.029018 0.00872525 0.00110641 -0.00444389 -0.00131983 0.0503027 -0.0123732 0.00513612 -0.0137673 0.00510369 0.0128882 0.0287664 -0.00384166 -0.0179751 -0.00929532 0.0039785 internal_weight=325441 716.54 163.431 553.109 61.5116 49.494 41.7527 533.536 234.034 299.502 163.414 124.411 39.0035 89.1351 35.9465 18.0738 53.1886 136.088 108.913 18.4152 23.153 20.5883 7.88898 58.9767 31.5345 12.2735 27.4421 101.919 32.1017 18.6515 internal_count=1411688 22076 6294 15782 4805 4495 600 13845 10102 3743 2079 1725 354 1273 531 314 742 1664 1363 104 525 250 147 759 421 150 338 1489 456 295 is_linear=0 shrinkage=0.03 Tree=394 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 1 2 2 2 split_gain=7.17625 26.8137 28.9254 11.2911 7.04899 6.90535 6.71957 6.07765 13.2173 12.866 17.0857 30.3998 20.476 17.3915 15.308 11.6988 11.2526 5.58677 5.53888 5.38239 5.05415 4.7092 18.6962 4.25051 5.1578 5.12205 6.43594 3.75029 8.32486 4.50267 threshold=1.5000000000000002 13836.183105468752 10120.596191406252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 99995.847656250015 1.0000000180025095e-35 42366.021484375007 28492.581054687504 23484.753906250004 30553.010742187504 16543.466796875004 17466.614257812504 22009.412109375004 15804.419433593752 79162.558593750015 47554.107421875007 29455.711914062504 -1.4999999999999998 1.0000000180025095e-35 32790.857421875007 68532.378906250015 1.0000000180025095e-35 61082.773437500007 1.0000000180025095e-35 13578.460937500002 11333.392578125002 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 20 9 -9 10 11 13 19 16 -15 -16 -5 18 -11 -12 -7 22 -14 25 -25 -20 -27 28 -4 -30 right_child=-2 3 27 7 -6 6 -8 8 -10 17 12 -13 21 14 15 -17 -18 -19 23 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.030058109506682282 -3.5082112292621708e-05 0.028843286259845585 -0.027236058789825587 0.012183526879609798 0.029436250577288877 0.0095273775631374274 0.012280699318176661 0.013964256621231172 -0.0013058789885273094 -0.0086210503996442291 0.06495573539739577 -0.021035910986715256 0.031579230572133771 0.047620449357038179 -0.0037662843919747855 0.056195024186884539 -0.01611496854333579 -0.016502369347954574 0.0026867436387131116 0.03268482718423929 -0.020952777074072542 0.01617531039759627 -0.060257042321854144 0.01492769623851541 -0.012916476315142186 -0.00085374685752299864 0.043741198857263013 -0.021541690245294388 0.026574016372859319 -0.0057429156510066673 leaf_weight=7.5129785017343229 324724.28431969695 19.030220480635762 13.272696789354088 32.216555768623948 11.72396262641996 6.9748898269608643 18.620022386312485 156.03245220612735 75.79742705821991 50.038995709270239 8.9675738140940666 34.888146195560694 4.0954394079744825 18.032559065148234 14.307208471000196 3.6821698546409598 20.818828303366899 27.099280424416065 19.264081809669733 9.6646063514053822 16.428494453430176 12.851971805095673 3.8902644738554955 8.9172094129025954 18.223392941057682 4.6082993261516112 7.915511392056942 69.068763643503189 5.5258026793599138 13.029258569702506 leaf_count=3895 1389612 1937 161 478 310 245 75 9714 388 604 47 452 87 217 229 85 264 301 271 57 280 103 60 172 166 92 58 1033 102 193 internal_value=-2.84832e-05 0.00297899 -0.00774253 0.00613806 0.00851827 0.00356753 -0.00116847 0.00532482 0.00897164 0.0025018 0.00817577 0.00270172 0.0253657 0.0120009 0.0280871 0.00850694 0.00107507 -0.00431261 -0.00128112 0.0482167 -0.0118688 0.00493335 -0.0131591 0.00495157 -0.0037681 0.0123965 0.0273319 -0.0176154 -0.00909518 0.00388125 internal_weight=325437 712.499 162.157 550.342 61.2603 49.5364 42.0234 531.312 231.83 299.482 163.415 123.945 39.4699 89.0573 36.0219 17.9894 53.0354 136.067 108.967 18.6322 23.4034 20.8377 7.9857 58.9285 27.1406 31.7879 12.5238 100.897 31.8278 18.5551 internal_count=1411688 22076 6294 15782 4805 4495 600 13845 10102 3743 2079 1725 354 1273 531 314 742 1664 1363 104 525 250 147 759 338 421 150 1489 456 295 is_linear=0 shrinkage=0.03 Tree=395 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 2 0 0 0 0 3 3 2 2 1 3 0 2 1 1 0 2 2 2 0 2 1 1 1 3 split_gain=3.80301 22.8354 57.1546 26.3888 78.684 29.0444 56.6167 62.2452 31.7037 27.2085 26.8115 20.2753 19.2267 20.2138 22.198 17.9913 27.7475 27.8419 34.4245 24.478 28.3196 22.976 31.6461 29.3747 39.8825 23.1122 20.3991 19.3864 18.7117 17.1128 threshold=3673.091186523438 2928.0368652343755 1.1054999828338625 1.3535000085830691 3267.230346679688 3152.5231933593755 57.500000000000007 62.500000000000007 64.500000000000014 52.500000000000007 1.247500002384186 1.469500005245209 3527.054809570313 3211.014770507813 1.5000000000000002 12.393000125885012 10.500000000000002 2047.524841308594 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1591.3311157226565 789.36499023437511 667.89181518554699 8.5000000000000018 1164.8808593750002 -36.499999999999993 1.5000000000000002 1.0000000180025095e-35 1.7404999732971194 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 -3 4 9 6 -5 -8 -9 -4 -6 12 13 -7 -15 16 17 21 -19 -17 -21 22 23 24 -1 28 -18 -26 -24 -13 right_child=-2 2 3 5 10 11 7 8 -10 -11 -12 29 -14 14 -16 19 26 18 -20 20 -22 -23 25 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.014774032887911711 -8.1389534907008149e-05 -0.010650989116942206 0.0031001019531522651 0.0013780985365997533 -0.0021869652670392812 -0.0021605190686184005 -0.01259197800071043 0.016699653483531959 -0.0028720498279784733 0.010669092113670399 -0.020295640691801262 -0.00039316787588881616 -0.013854438815159327 0.0050720419260859833 0.014783850944265476 0.0050592236200627787 -0.020553804229542883 -0.0054112088605012152 -0.025911404832680958 -0.0077254134926499733 0.0021773271505395545 0.0025536697614898722 -0.024844757372334547 0.024438257781609907 0.0097705046678227339 -0.0035909376922124365 4.0132967931650373e-05 -0.018369445745183212 -0.0061589028046657576 0.0025859814114336001 leaf_weight=101.51347804069519 170310.14370640938 352.16108973324299 780.89897055923939 2123.5315708965063 191.27867832779884 221.94745549559593 670.38420748710632 105.62067222595215 252.72576481103897 944.32573670148849 119.5923597663641 3013.1933325827122 45.170381754636765 752.29602883756161 294.82474030554295 1467.0484549570829 43.302601389586926 383.0697006881237 91.290367797017097 361.85036343336105 922.55779380351305 886.04977609217167 86.584831230342388 56.740408048033714 247.47244291752577 1857.4429650977254 134497.14221832901 24.187523484230042 108.88521984219551 4091.8251100108027 leaf_count=467 750444 1492 3239 8988 787 916 2732 430 1049 3878 490 12460 185 3118 1185 7745 246 1674 426 1621 3995 3987 400 257 1158 8347 571877 108 477 17426 internal_value=1.64809e-05 0.000123953 0.00128141 0.00159022 0.00473968 0.00103605 -0.00142026 -0.00719671 0.0028966 0.00724309 -0.00915339 0.00195572 0.00537877 0.00606335 0.00780647 9.46762e-06 -3.82934e-05 -0.00255173 -0.00935646 0.00241159 -0.000612526 -0.00159358 -0.00307362 0.00432759 0.0012698 -0.00462355 3.35047e-05 0.00726504 -0.0144359 0.00132254 internal_weight=325405 155095 13959.8 13607.6 2036.1 11571.5 3152.26 1028.73 358.346 1725.22 310.871 8419.26 1314.24 1269.07 1047.12 141135 138384 3843.24 474.36 2751.46 1284.41 3368.88 2482.83 429.914 373.173 2052.91 134540 271.66 195.47 7105.02 internal_count=1411604 661160 58375 56883 8394 48489 13199 4211 1479 7117 1277 35290 5404 5219 4303 602785 589424 17301 2100 13361 5616 15201 11214 1990 1733 9224 572123 1266 877 29886 is_linear=0 shrinkage=0.03 Tree=396 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 2 0 0 0 0 3 3 2 2 1 0 3 0 2 1 1 0 2 2 2 0 2 1 1 1 split_gain=3.57847 21.4902 53.7942 24.848 74.0597 27.3307 53.2831 58.577 29.8527 25.643 25.1947 19.0885 18.084 19.0339 21.2378 17.0648 16.9521 26.1109 26.2666 32.9649 23.1047 26.6983 21.6148 29.7689 27.7103 37.5513 21.6322 19.0088 18.2991 17.2399 threshold=3673.091186523438 2928.0368652343755 1.1054999828338625 1.3535000085830691 3267.230346679688 3152.5231933593755 57.500000000000007 62.500000000000007 64.500000000000014 52.500000000000007 1.247500002384186 1.469500005245209 3527.054809570313 3211.014770507813 1.0000000180025095e-35 46.500000000000007 12.393000125885012 10.500000000000002 2047.524841308594 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 1591.3311157226565 789.36499023437511 667.89181518554699 8.5000000000000018 1164.8808593750002 -36.499999999999993 1.5000000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 -3 4 9 6 -5 -8 -9 -4 15 12 13 -7 -15 -6 17 18 22 -20 -18 -22 23 24 25 -1 29 -19 -27 -25 right_child=-2 2 3 5 10 11 7 8 -10 -11 -12 -13 -14 14 -16 -17 20 27 19 -21 21 -23 -24 26 -26 28 -28 -29 -30 -31 leaf_value=-0.014331964271322365 -7.8947539089039483e-05 -0.01033523714882437 0.0030079953296318069 0.0013368949034295126 -0.01541547868450212 -0.0020953875912193497 -0.012216646149225427 0.016210817353546788 -0.0027862183291858856 0.010358035365088697 -0.019671099981415325 0.0012829233544293626 -0.013421096421217658 0.0017852404189658902 0.010729924984434603 0.0039181758084939769 0.0049194205386203409 -0.019747593982596456 -0.0052468015547398805 -0.02538708633605239 -0.0075117520985467645 0.0021107734867606086 0.0024775260039257567 -0.023883924812305567 0.023759635133677268 0.0094892026896838608 -0.0034824100276364734 3.8928944367562412e-05 -0.017925137168584952 -0.005984947753457516 leaf_weight=101.5054229721427 170310.86180392967 352.03430317342281 780.66995367407799 2123.3137711361051 59.754062205553055 221.98037558794022 670.25290603935719 105.54264965653419 252.69627837836742 943.51612667739391 119.68612538278103 7104.717680811882 45.229062631726265 369.00914113223553 677.57930098474026 131.53251372277737 1463.5320142600685 43.711951412260532 383.2186109572649 90.394188106060028 360.99165824055672 923.08890296518803 885.88560112565756 87.353981480002403 56.612149640917778 247.16901994496584 1857.8627195507288 134497.29181412607 24.045618653297424 108.6914909183979 leaf_count=467 750444 1492 3239 8988 244 916 2732 430 1049 3878 490 29886 185 1586 2717 543 7745 246 1674 426 1621 3995 3987 400 257 1158 8347 571877 108 477 internal_value=1.59883e-05 0.000120242 0.00124319 0.00154277 0.00459969 0.00100508 -0.00137785 -0.00698243 0.0028106 0.00703011 -0.00887579 0.00189722 0.00521921 0.0058838 0.00757618 -0.00212127 9.18591e-06 -3.71435e-05 -0.0024755 -0.0090908 0.00234257 -0.000594393 -0.00154556 -0.00298077 0.00420357 0.00123321 -0.00448253 3.25004e-05 0.00705867 -0.0139604 internal_weight=325400 155089 13957.5 13605.5 2035.16 11570.3 3151.81 1028.49 358.239 1724.19 310.973 8418.52 1313.8 1268.57 1046.59 191.287 141131 138384 3842.74 473.613 2747.61 1284.08 3369.13 2483.24 429.332 372.72 2053.91 134541 271.215 196.045 internal_count=1411604 661160 58375 56883 8394 48489 13199 4211 1479 7117 1277 35290 5404 5219 4303 787 602785 589424 17301 2100 13361 5616 15201 11214 1990 1733 9224 572123 1266 877 is_linear=0 shrinkage=0.03 Tree=397 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 2 0 0 0 0 3 3 2 2 1 0 0 0 2 3 3 1 1 0 0 3 1 0 3 2 split_gain=3.36716 20.2241 50.6329 23.398 69.7091 25.7179 50.1486 55.1292 28.1128 24.1693 23.6842 17.965 17.0085 17.9173 20.3118 16.632 30.203 32.5098 21.7469 16.1042 35.6234 33.5525 22.7605 21.6295 22.6874 20.4347 17.3754 38.7412 19.0485 71.4616 threshold=3673.091186523438 2928.0368652343755 1.1054999828338625 1.3535000085830691 3267.230346679688 3152.5231933593755 57.500000000000007 62.500000000000007 64.500000000000014 52.500000000000007 1.247500002384186 1.469500005245209 3527.054809570313 3211.014770507813 1.5000000000000002 6.5000000000000009 8.5000000000000018 9.5000000000000018 3093.6569824218755 1.7404999732971194 3.4465000629425053 -1.4999999999999998 2.5000000000000004 73.500000000000014 68.500000000000014 5.0659999847412118 2.5000000000000004 59.500000000000007 1.532000005245209 3455.044799804688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 9 6 15 -8 -9 -4 -6 12 13 -7 -15 18 -17 -18 -5 21 23 -13 25 24 -21 -22 28 -28 29 -23 right_child=-2 2 3 5 10 11 7 8 -10 -11 -12 19 -14 14 -16 16 17 -19 -20 20 22 26 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=8.912330707483654e-06 -7.6578798045074778e-05 -0.010029200944464588 0.0029186108414153587 0.0096560375209601319 -0.0020574529946898951 -0.0020322331200885078 -0.011853295119786502 0.01573797808843615 -0.0027029520616690399 0.010056314821298297 -0.019069819828545363 0.0064777809332213767 -0.013002999171567341 0.0047339786052610182 0.014027191098637716 0.024293515140177604 -0.023496623566778327 0.0017162723896642169 -0.031204940141778215 0.0050848167755154806 -0.0054460594279084401 -0.0074764695519598219 -0.013842980645416093 0.023187582345886908 -0.0087089436503516547 0.0021586879601629347 0.010891916163030821 -0.0061465267474753327 -0.0051956650463138758 0.012215067591208797 leaf_weight=141127.5630274117 170311.55794713891 351.89526242017746 780.4444791674614 18.806677788496017 191.30021783709526 222.01184485852718 670.07745964825153 105.45356507599354 252.66678084433079 942.68256874382496 119.75496463477612 524.25656205415726 45.282023459672928 751.64128212630749 294.64522232115269 51.957364648580551 47.125667840242386 1974.0905659720302 31.120582573115826 2197.2777556404471 435.8797315210104 385.80677650868893 112.70025331526995 56.567615151405334 112.82569307088852 1175.9903913810849 266.76127834618092 218.46122014522552 1326.7607330977917 290.95014660060406 leaf_count=602785 750444 1492 3239 89 787 916 2732 430 1049 3878 490 2422 185 3118 1185 224 208 8322 145 9168 1815 1556 512 234 469 5228 1073 896 5339 1174 internal_value=1.55103e-05 0.000116642 0.00120611 0.00149674 0.00446392 0.00097503 -0.00133674 -0.00677491 0.00272724 0.00682348 -0.00860714 0.00184046 0.0050635 0.00570853 0.00735104 0.00129692 0.00170898 0.00112842 -0.0158134 0.00124452 0.00247027 -0.000419887 -0.000809093 0.00485992 0.00441113 0.000102222 -0.00187289 0.00322072 -0.00310649 0.000989281 internal_weight=325394 155083 13955.2 13603.3 2034.18 11569.1 3151.3 1028.2 358.12 1723.13 311.055 8417.82 1313.58 1268.3 1046.29 2123.1 2073.17 2021.22 49.9273 7104.24 4091.24 3013 1724.57 2366.67 2310.1 1611.87 2488.74 485.222 2003.52 676.757 internal_count=1411604 661160 58375 56883 8394 48489 13199 4211 1479 7117 1277 35290 5404 5219 4303 8988 8754 8530 234 29886 17426 12460 7555 9871 9637 7043 10038 1969 8069 2730 is_linear=0 shrinkage=0.03 Tree=398 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 0 0 2 0 2 0 2 2 2 2 1 2 2 2 0 0 2 1 2 2 2 2 0 0 split_gain=3.29575 10.1117 25.4074 21.0152 26.3508 39.4725 31.5558 43.2539 40.026 23.0126 30.8879 18.7354 29.1223 18.6147 20.4005 17.3663 15.3698 30.4949 28.2826 24.2242 23.4975 15.3935 13.2274 12.8844 12.6888 37.9056 17.9558 11.8483 11.1171 29.7802 threshold=1.5000000000000002 69.500000000000014 396.72427368164068 94494.871093750015 18421.471679687504 10.500000000000002 11.500000000000002 5.5000000000000009 39196.445312500007 7.5000000000000009 4158.8854980468759 4.5000000000000009 22009.412109375004 27647.242187500004 26764.801757812504 3527.054809570313 5.5000000000000009 30553.010742187504 47554.107421875007 79162.558593750015 7.5000000000000009 6.5000000000000009 27647.242187500004 17.500000000000004 2343.383422851563 2928.0368652343755 1395.3037719726565 64691.324218750007 8.5000000000000018 16.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 9 7 8 11 10 15 13 -13 14 -6 -2 17 21 20 -20 -18 -9 -14 28 26 -26 -11 -10 -5 -30 right_child=1 2 -4 23 6 -7 -8 16 27 24 -12 12 22 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=6.1440725570201599e-05 -0.00083297611656330277 -0.0098272455698430305 -0.00091386085272956627 -0.00021527579776838427 -0.016924683352029228 -6.1263237539371947e-05 0.00040775542249160907 -0.0085973160010192288 0.0017640312451002644 -0.010456683413223618 -0.007577013715651882 0.027635911614221589 -0.028778049442626814 -0.028523921211615663 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296 1432 730 1280 103 107 308 66 714 114 2544 146 111 443 3306 428 60 339 2335 823 358 2753 1921 internal_value=1.50461e-05 -0.000181437 -0.00140117 -6.13986e-05 4.76443e-05 -0.000226957 0.00162816 0.00450523 -0.00180896 -0.00483235 -0.000432837 -0.010404 -0.00327261 -0.0186559 -0.00587474 0.00561036 0.00706438 0.00810254 -0.000708153 -0.0172106 0.00692801 0.00456049 -0.00878971 -0.00312662 -0.00774409 -0.0102884 -0.00313063 0.0042232 -0.00292056 -0.00483671 internal_weight=325390 62156 5568.95 56587.1 54643.2 46554.7 8088.49 2409.1 694.805 1616.78 643.89 286.533 153.702 132.831 57.8728 348.824 1714.29 1512.3 201.993 63.8998 138.094 894.155 130.422 1943.89 972.894 627.066 345.827 408.273 1930.15 1129.86 internal_count=1411604 269772 24211 245561 237609 204531 33078 9953 2993 7025 2798 1203 638 565 257 1518 6960 6146 814 257 557 3602 535 7952 4227 2674 1553 1790 7892 4674 is_linear=0 shrinkage=0.03 Tree=399 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 2 0 0 0 0 3 3 0 2 2 1 2 3 0 2 1 1 0 2 2 2 2 2 2 1 split_gain=3.22628 19.0436 47.6766 22.0036 65.618 24.2019 47.2302 51.8966 26.4721 22.7809 22.2712 16.8918 16.0499 16.0001 16.8723 19.4251 15.9925 15.9629 24.0967 24.0129 29.8324 21.7806 25.171 20.3617 34.5236 20.727 31.1126 23.6558 31.0947 23.1973 threshold=3673.091186523438 2928.0368652343755 1.1054999828338625 1.3535000085830691 3267.230346679688 3152.5231933593755 57.500000000000007 62.500000000000007 64.500000000000014 52.500000000000007 1.247500002384186 1.469500005245209 46.500000000000007 3527.054809570313 3211.014770507813 1.0000000180025095e-35 2983.330444335938 12.393000125885012 10.500000000000002 2047.524841308594 1.5000000000000002 1.0000000180025095e-35 5.5000000000000009 342.01971435546881 409.80384826660162 789.36499023437511 1591.3311157226565 667.89181518554699 640.43759155273449 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 -3 4 9 6 -5 -8 -9 -4 12 13 -6 14 -7 -16 -10 18 19 23 -21 -19 -23 -1 -25 27 -27 28 29 -26 right_child=-2 2 3 5 10 11 7 8 16 -11 -12 -13 -14 -15 15 -17 -18 21 -20 20 -22 22 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.020803409454715687 -7.5550986142133996e-05 -0.0097337309733244188 0.0028309501519766891 0.0012603523482577303 -0.014886142807231294 -0.0019718113280141067 -0.011502294803408404 0.015279681607549991 0.012709449132197586 0.0097625863788410906 -0.018491792797010957 0.0012088344281383271 0.0038613064592178995 -0.012600414409246793 0.0015903138553746924 0.010149593519871164 -0.0063376201557234961 0.0047812533940082618 3.1027629327417543e-05 -0.0050896410218990908 -0.024401939659050308 -0.0073027877627442729 0.0020476245645602072 -0.036703793345825977 0.0096577330914889188 -0.0043336734075336072 0.0023924653662612495 0.023115068027677731 -0.016572981361078723 -0.023432912911942362 leaf_weight=36.470166258513927 170307.03496027924 351.74373410642147 780.21820670366287 2122.533418238163 59.777730613946915 222.04092618823051 669.85994699597359 105.3539961129427 49.290524184703827 941.82277384400368 119.8006761521101 7101.2988648712635 131.52823030948639 45.329464361071587 368.4643761664629 677.24886424839497 203.34191188216209 1460.0582550410181 134539.37221857905 383.35711720585823 88.632121905684471 360.14536115527153 923.58615420758724 25.217260852456093 225.33819988369942 2054.4693653136492 885.79837892204523 56.470312803983688 64.286554306745529 20.828851848840714 leaf_count=191 750444 1492 3239 8988 244 916 2732 430 205 3878 490 29886 543 185 1586 2717 844 7745 572123 1674 426 1621 3995 118 1041 9224 3987 257 289 94 internal_value=1.45915e-05 0.000113589 0.001171 0.00145308 0.00433125 0.000947085 -0.0012958 -0.00657433 0.00264682 0.00662202 -0.00834864 0.00178683 -0.00199674 0.0049127 0.00553889 0.00713367 -0.00262139 9.06678e-06 -3.5861e-05 -0.00237886 -0.00871619 0.00227496 -0.000575593 -0.00149099 -0.00173498 -0.00146834 -0.00230733 0.00525469 0.00200595 0.00685785 internal_weight=325381 155074 13949.7 13597.9 2033.15 11564.8 3150.38 1027.85 357.986 1722.04 311.107 8414.38 191.306 1313.08 1267.75 1045.71 252.632 141124 138380 3840.87 471.989 2743.79 1283.73 3368.88 3332.41 3307.19 2940.27 366.924 310.454 246.167 internal_count=1411604 661160 58375 56883 8394 48489 13199 4211 1479 7117 1277 35290 787 5404 5219 4303 1049 602785 589424 17301 2100 13361 5616 15201 15010 14892 13211 1681 1424 1135 is_linear=0 shrinkage=0.03 Tree=400 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 0 0 2 1 2 3 0 1 2 0 2 2 0 0 2 2 2 0 2 0 0 2 2 split_gain=3.56753 24.0124 54.1554 85.378 37.7034 78.5307 44.8782 40.1508 29.7456 41.4253 23.6844 18.4047 16.4417 24.1339 20.4602 16.2382 15.8761 25.723 15.9906 20.512 17.7212 27.1115 18.0576 25.212 15.3674 27.0386 35.7907 46.8808 35.6494 20.4081 threshold=922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 15.500000000000002 22.500000000000004 24.500000000000004 1209.7733154296877 7.5000000000000009 1164.8808593750002 8.545499801635744 12.500000000000002 1.0000000180025095e-35 1289.946716308594 32.500000000000007 1061.0313110351565 971.01849365234386 31.500000000000004 29.500000000000004 1061.0313110351565 1164.8808593750002 1395.3037719726565 66.500000000000014 1248.5628051757815 82.500000000000014 86.500000000000014 1099.1130981445315 1395.3037719726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 11 4 5 6 15 -8 -9 -10 -6 -2 13 -1 -14 -4 18 -18 19 -7 21 -20 -22 -24 -5 26 -26 28 -28 -27 right_child=1 -3 3 24 10 16 7 8 9 -11 -12 -13 14 -15 -16 -17 17 -19 20 -21 22 -23 23 -25 25 29 27 -29 -30 -31 leaf_value=-0.0075053816176845539 -0.011867130997265496 -8.1010612306718361e-05 0.0012966821592999527 -0.0027286193047478769 0.0071081026969809858 0.033988901749427071 0.012045528648695573 -0.0043980839845176121 0.020851223437695351 0.0024015430549088547 -0.0087722447232011867 -0.0026483230386264356 0.0087776674722298727 -0.00022272003011720271 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1276 629 1736 420 7287 2226 388974 1966 2315 893 2605 99 213 1691 1409 546 403 2247 1407 1578 1561 163 1093 internal_value=-5.90254e-05 3.59192e-06 0.00110068 0.00170186 0.00333972 0.00225638 0.00410047 0.00789035 0.00318878 0.00725494 0.00654449 -0.00376286 -0.000216632 -0.000255411 0.00390833 0.00212867 -0.00299057 0.000101565 -0.00542312 0.00832309 -0.00640782 -0.00109843 -0.00943558 -0.00264484 -0.0014604 0.000693911 0.0031088 -0.00110342 -0.0081844 -0.00467819 internal_weight=325344 232837 16669.8 14836 9773.75 7304.54 5404.92 1849.71 867.799 564.993 2469.21 1833.85 92506.7 91645.2 861.562 3555.21 1899.62 836.412 1063.2 71.0713 992.133 360.307 631.826 226.235 5062.2 1875.8 1294.08 755.534 398.1 581.719 internal_count=1411404 1016336 72498 64195 42225 31842 23898 7874 3641 2365 10383 8303 395068 390876 4192 16024 7944 3498 4446 298 4148 1508 2640 949 21970 8049 5549 3302 1741 2500 is_linear=0 shrinkage=0.03 Tree=401 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 0 0 0 0 0 0 2 1 2 3 0 1 2 0 2 2 0 0 2 2 2 0 2 0 0 split_gain=3.43672 5.75943 3.39954 22.5434 50.9622 80.3735 35.5232 73.9205 42.2856 37.8746 27.9958 39.0432 22.3103 17.3175 15.501 22.7024 19.3664 15.2973 14.9446 24.2066 15.0525 19.366 16.694 25.4211 17.0139 23.7334 14.463 25.4518 33.6446 44.1468 threshold=98.500000000000014 1.0000000180025095e-35 922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 15.500000000000002 22.500000000000004 24.500000000000004 1209.7733154296877 7.5000000000000009 1164.8808593750002 8.545499801635744 12.500000000000002 1.0000000180025095e-35 1289.946716308594 32.500000000000007 1061.0313110351565 971.01849365234386 31.500000000000004 29.500000000000004 1061.0313110351565 1164.8808593750002 1395.3037719726565 66.500000000000014 1248.5628051757815 82.500000000000014 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 14 4 13 6 7 8 17 -10 -11 -12 -8 -4 15 -1 -16 -6 20 -20 21 -9 23 -22 -24 -26 -7 28 -28 -30 right_child=1 -3 3 -5 5 26 12 18 9 10 11 -13 -14 -15 16 -17 -18 -19 19 -21 22 -23 24 -25 25 -27 27 -29 29 -31 leaf_value=-0.0072786948516893176 0.010745381640457321 -0.017699557360831598 -0.011510593142742141 -7.7124969041596033e-05 0.0012579401565957409 -0.0026476714451816618 0.0068996583595804127 0.033064732172517368 0.01169897556350946 -0.0042666853984528299 0.020248081406944146 0.0023295072388653916 -0.0085394280190957735 -0.0025684811811826662 0.0085516454327946318 -0.00021604115445341025 -0.00046659822365235513 0.0068629596410028273 -0.0086154282210916203 0.0030878539129911538 0.029248727929535954 -0.001743663302621294 -0.012836242811606051 -0.0031596205528693546 0.0057677285042364466 -0.013897305653019163 0.0087415630027117986 -0.0045415713912530528 -0.0079505910977833993 0.006577871183426386 leaf_weight=411.46466270834208 8.8392111063003522 23.276134116575122 221.7185739018023 216136.24061253166 3042.4476461037993 3185.3211221843958 2379.9469238221645 20.041988134384155 980.68703866004944 302.76845048367977 148.46565040946007 416.36311574280262 87.328376337885857 1612.3844729326665 406.69129250571132 91232.646763764322 453.06152196228504 511.97419253736734 213.62561236321926 622.72173568606377 23.288205683231354 50.966087028384209 405.29344540834427 337.09452605247498 130.33677943050861 95.857758969068527 538.91397145390511 581.25802461802959 397.53099985420704 357.53132539987564 leaf_count=1902 36 337 1016 943465 13709 13921 9963 85 4233 1276 629 1736 420 7287 2226 388974 1966 2315 893 2605 99 213 1691 1409 546 403 2247 2500 1741 1561 internal_value=-5.72551e-05 -0.00987056 -5.62863e-05 4.84661e-06 0.00106805 0.0016515 0.00324107 0.0021895 0.00397915 0.00765969 0.00309389 0.00703942 0.0063532 -0.00364946 -0.000210137 -0.000247751 0.00379933 0.00206528 -0.00290149 9.85208e-05 -0.00526211 0.00808099 -0.00621735 -0.00106537 -0.00915752 -0.00256601 -0.00141711 0.00067315 0.00301562 -0.00107118 internal_weight=325336 32.1153 325304 232800 16663.9 14829.8 9769.21 7301.93 5402.71 1848.28 867.597 564.829 2467.28 1834.1 92503.9 91644.1 859.753 3554.42 1899.23 836.347 1062.88 71.0081 991.871 360.383 631.488 226.195 5060.56 1875.23 1293.98 755.062 internal_count=1411404 373 1411031 1015963 72498 64195 42225 31842 23898 7874 3641 2365 10383 8303 395068 390876 4192 16024 7944 3498 4446 298 4148 1508 2640 949 21970 8049 5549 3302 is_linear=0 shrinkage=0.03 Tree=402 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 0 0 0 0 0 0 2 1 2 1 3 0 1 2 0 2 2 0 2 0 0 2 2 2 0 split_gain=3.26794 5.49109 3.19868 21.2185 47.9577 75.6624 33.4685 69.5816 39.8449 35.7278 26.3499 36.8064 21.0817 16.2957 15.4487 14.6134 21.3564 18.329 14.4107 14.0686 22.78 14.3798 13.6125 23.9552 31.6288 41.5695 33.5878 19.2565 17.219 15.0617 threshold=98.500000000000014 1.0000000180025095e-35 922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 15.500000000000002 22.500000000000004 24.500000000000004 1209.7733154296877 2.5000000000000004 1164.8808593750002 -3.4999999999999996 8.545499801635744 12.500000000000002 1.0000000180025095e-35 1289.946716308594 32.500000000000007 1061.0313110351565 1443.1333007812502 66.500000000000014 1248.5628051757815 82.500000000000014 86.500000000000014 1099.1130981445315 1395.3037719726565 1099.1130981445315 64.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 15 4 13 6 7 8 18 -10 -11 -12 14 -4 -8 16 -1 -17 -6 21 -21 -9 29 24 28 26 -26 -25 -24 -7 right_child=1 -3 3 -5 5 22 12 19 9 10 11 -13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 23 27 25 -27 -28 -29 -30 -31 leaf_value=-0.0070590180464850374 0.010434699720979575 -0.017401885745146735 -0.011165278950554218 -7.4810905523394817e-05 0.0012203523226384625 -0.0021433465878931772 -0.0040612532176239283 -0.0040340033556402954 0.011362632257550428 -0.0041392301451182445 0.019665296697391213 0.0022596379334753301 -0.0023264760106330279 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1016 943465 13709 13377 518 4061 4233 1276 629 1736 1066 7287 8799 2226 388974 1966 2315 893 2605 385 1386 1407 1578 1561 163 1093 861 544 internal_value=-5.55378e-05 -0.00967245 -5.45977e-05 4.70214e-06 0.00103638 0.00160262 0.00314536 0.00212463 0.00386143 0.00743595 0.00300191 0.00683058 0.00616749 -0.00353953 0.00707356 -0.000203836 -0.000240321 0.00369319 0.00200377 -0.00281516 9.55677e-05 -0.00510613 -0.00137504 0.000653035 0.00292531 -0.00103976 -0.00772267 -0.00440788 0.00847393 -0.00256911 internal_weight=325328 31.7982 325296 232795 16658 14823.6 9764.58 7299.24 5400.46 1846.82 867.372 564.643 2465.34 1834.33 2227.71 92501.1 91643.1 857.986 3553.65 1898.78 836.275 1062.5 5059.06 1874.79 1293.86 754.613 396.994 580.926 539.251 3184.26 internal_count=1411404 373 1411031 1015963 72498 64195 42225 31842 23898 7874 3641 2365 10383 8303 9317 395068 390876 4192 16024 7944 3498 4446 21970 8049 5549 3302 1741 2500 2247 13921 is_linear=0 shrinkage=0.03 Tree=403 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 0 0 0 0 0 0 2 1 2 3 0 1 1 2 0 2 0 2 2 0 0 2 2 2 3 split_gain=3.10699 5.23463 3.00969 19.9714 45.1304 71.2269 31.53 65.4966 37.5469 33.7029 24.8016 34.7048 20.2984 15.3951 13.7761 20.0906 17.3451 13.7573 13.5754 13.2714 17.5707 13.2411 21.4379 14.1028 18.2829 15.6661 23.8181 16.4014 21.7329 13.1739 threshold=98.500000000000014 1.0000000180025095e-35 922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 15.500000000000002 22.500000000000004 24.500000000000004 1209.7733154296877 7.5000000000000009 1099.1130981445315 8.545499801635744 12.500000000000002 1.0000000180025095e-35 -8.4999999999999982 1289.946716308594 25.500000000000004 1006.7319946289064 32.500000000000007 1061.0313110351565 971.01849365234386 31.500000000000004 29.500000000000004 1061.0313110351565 1164.8808593750002 1395.3037719726565 17.333499908447269 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 14 4 13 6 7 8 18 -10 -11 19 17 -4 15 -1 -16 -8 -6 20 -12 23 -23 24 -9 26 -25 -27 -29 -18 right_child=1 -3 3 -5 5 -7 12 21 9 10 11 -13 -14 -15 16 -17 29 -19 -20 -21 -22 22 -24 25 -26 27 -28 28 -30 -31 leaf_value=-0.0068461179779047499 0.010133222793653165 -0.01710637890931915 -0.015072060543195582 -7.2566280230981238e-05 0.0011838843551861887 -0.0013342787569244241 -0.018222214744834514 0.032286275742648085 0.011036148266813036 -0.004015596400945255 -0.0064052959894717806 0.0021918686662209964 -0.0082502821319729632 -0.0027840433759215391 0.0081148461855331151 -0.00020327801412532787 0.0010716049736699616 0.0067184664799229141 0.0064676990914890988 0.025338191613237117 0.03227698805132078 -0.0081101091148117529 0.0029056106349483815 0.028408450571539109 -0.0015709842896368825 -0.012343338923968659 -0.0029189601004378624 0.0057155340373926918 -0.013109382912113233 -0.017765682614145441 leaf_weight=411.60704582184553 8.8195430189371127 22.669145830906928 96.877681903541088 216137.96951401397 3041.7183232679963 5057.4400214329362 20.07443904876709 19.985337764024734 978.18555010855198 302.6888232678175 32.514447882771492 416.3565509468317 86.946067199110985 1737.6686793603003 403.30512059107423 91230.477212041616 416.63032238185406 2356.5135173797607 511.16805028915405 99.907541647553444 15.657627478241919 213.52562463283539 622.66912066936493 23.356014758348465 50.946058556437492 404.8684184551239 337.03938265144825 130.34094208478928 95.733458399772644 36.326665505766869 leaf_count=1902 36 337 437 943465 13709 21970 107 85 4233 1276 138 1736 420 7866 2226 388974 1804 9856 2315 422 69 893 2605 99 213 1691 1409 546 403 162 internal_value=-5.3872e-05 -0.00947695 -5.29598e-05 4.56198e-06 0.00100565 0.00155519 0.00305242 0.00206166 0.00374722 0.0072189 0.00291275 0.00662819 0.00598694 -0.00343294 -0.000197725 -0.000233114 0.00358985 0.0065078 0.00194409 0.0191018 0.00616781 -0.00273117 9.27032e-05 -0.00495406 0.0079685 -0.00587868 -0.000888736 -0.00872895 -0.00225606 -0.000439125 internal_weight=325320 31.4887 325288 232790 16652.2 14817.6 9760.2 7296.66 5398.2 1845.31 867.125 564.436 2463.53 1834.55 92498.3 91642.1 856.262 2376.59 3552.89 148.08 48.1721 1898.46 836.195 1062.27 70.9314 991.338 360.395 630.943 226.074 452.957 internal_count=1411404 373 1411031 1015963 72498 64195 42225 31842 23898 7874 3641 2365 10383 8303 395068 390876 4192 9963 16024 629 207 7944 3498 4446 298 4148 1508 2640 949 1966 is_linear=0 shrinkage=0.03 Tree=404 num_leaves=31 num_cat=0 split_feature=0 0 2 1 2 2 0 0 0 0 0 0 0 2 1 2 3 0 1 0 2 0 0 2 2 2 1 0 2 3 split_gain=2.95351 5.1001 3.62861 5.82677 2.83191 18.7975 42.47 67.0513 29.7 61.6534 35.3848 31.7905 23.3468 32.7434 19.7149 14.7653 12.9862 18.9003 16.4122 12.8131 22.5532 29.7389 39.4098 22.2425 18.1585 16.1783 15.9296 14.1923 21.1941 16.6532 threshold=98.500000000000014 99.500000000000014 43957.078125000007 -1.0000000180025095e-35 922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 15.500000000000002 22.500000000000004 24.500000000000004 1209.7733154296877 23.500000000000004 1164.8808593750002 8.545499801635744 12.500000000000002 1.0000000180025095e-35 66.500000000000014 1248.5628051757815 82.500000000000014 87.500000000000014 1099.1130981445315 1395.3037719726565 1099.1130981445315 1.5000000000000002 64.500000000000014 1338.8272094726565 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 16 6 15 8 9 10 -8 -12 -13 -14 -10 -6 17 -1 -18 27 21 25 23 -23 -22 -21 -25 28 -9 -30 right_child=1 -3 3 -5 5 -7 7 19 14 -11 11 12 13 -15 -16 -17 18 -19 -20 20 24 22 -24 26 -26 -27 -28 -29 29 -31 leaf_value=-0.0066397700644318077 0.0073377493744232539 -0.03483820513769554 0.016834698742234141 -0.02870769454012629 -0.010590417037529047 -7.0389016075383463e-05 0.0018861744244587141 -0.0030418158694988547 0.0060725431060396125 -0.0026499960680590245 0.010719190320343514 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388.40700203180313 leaf_count=1902 90 48 15 220 1016 943465 16024 11588 10270 7944 4233 1276 629 1736 113 7287 2226 388974 1966 1386 1407 1868 903 420 1093 861 111 544 145 1644 internal_value=-5.22555e-05 -0.00928403 -0.00352445 -0.0153377 -5.13704e-05 4.42705e-06 0.000975814 0.00150911 0.00296228 0.00200062 0.00363644 0.00700848 0.00282648 0.00643254 0.00581148 -0.00332968 -0.000191797 -0.000226123 0.00348931 -0.00129446 0.000673638 0.00287819 -0.000969528 -0.00519292 -0.00423981 0.00825582 0.00615936 -0.0024532 -0.00203995 0.00419658 internal_weight=325313 31.1866 25.4504 12.1915 325281 232786 16647 14812.3 9755.63 7293.83 5395.88 1843.74 866.821 564.173 2461.81 1834.7 92495.7 91641.1 854.549 5056.64 1873.89 1293.52 754.016 546.709 580.372 539.502 120.963 3182.75 3052.85 422.543 internal_count=1411404 373 325 235 1411031 1015963 72498 64195 42225 31842 23898 7874 3641 2365 10383 8303 395068 390876 4192 21970 8049 5549 3302 2399 2500 2247 531 13921 13377 1789 is_linear=0 shrinkage=0.03 Tree=405 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 0 2 2 2 0 2 1 2 2 2 2 2 2 0 2 2 1 1 2 2 2 2 2 split_gain=3.7946 10.1702 17.9869 18.3975 12.4546 14.9854 10.7819 9.06552 8.79721 8.29072 25.2642 16.5586 8.22534 23.9181 59.2497 33.1246 19.3014 18.877 18.3484 29.3976 24.1871 32.7645 24.9175 21.7363 18.3429 18.2966 18.2727 28.4892 25.1937 66.8647 threshold=1.1054999828338625 1.0619999766349795 2770.7851562500005 7019.5273437500009 2510.8642578125005 1.0000000180025095e-35 42366.021484375007 51.500000000000007 2602.8994140625005 13836.183105468752 12127.694824218752 49.500000000000007 2343.383422851563 1.5000000000000002 2554.751831054688 4605.4538574218759 4605.4538574218759 6704.7329101562509 3673.091186523438 2680.677124023438 50.500000000000007 2428.711791992188 2510.8642578125005 -2.4999999999999996 1.0000000180025095e-35 7882.7980957031259 1864.7654418945315 1637.6347656250002 814.81753540039074 511.26914978027349 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 -4 -3 -6 -5 -7 -9 10 12 -11 26 16 -15 -16 18 -18 19 20 22 -22 24 -20 -14 -19 27 28 29 -1 right_child=-2 2 3 6 5 7 -8 8 -10 11 -12 -13 13 14 15 -17 17 25 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0004785760727229811 8.5185520340472741e-05 -0.00033974110306963704 -0.0037309400499758367 0.0009807172239641546 -0.0014411643322983353 0.0042012621791290587 -0.011853516609402225 0.0078069328305766326 0.023725103409500646 0.003700566542803832 0.011098268176871873 -0.0058258197049446221 0.0091990609893059065 0.011584490489814374 -0.01003862656677156 0.0020265774018051541 -0.0058900131480998366 0.0092829547998621916 -0.0065043797685165033 -0.011052022189433705 -0.0046329527790534234 0.018140072271342785 -0.01504762539035151 0.003816932947822409 -0.004843946305600139 -0.0012162470578099688 -0.0031489803625396268 0.0058284669955855585 -0.006041753301142044 0.015995872414962607 leaf_weight=4891.6642378941178 297906.85429135698 5669.0425073206425 3112.6315278112888 1334.2875162288547 200.38653469085693 141.14099952578545 61.632513791322708 66.513289168477058 58.930922344326973 238.10212598741055 193.45925839245319 529.17766739428043 153.09750282764435 204.30535145103931 648.36484064906836 299.35340861976147 541.49673064053059 197.59718744456768 192.649299249053 215.67537553608418 92.726499244570732 146.99975381791592 107.75630781054497 3924.9585851579905 184.71028707921505 612.21173267066479 1785.6940387785435 737.63987289369106 640.70169175416231 232.25395186245441 leaf_count=20937 1289179 24462 15419 5559 840 568 258 267 238 977 810 2194 685 823 3697 1385 2372 832 908 908 383 618 442 19125 739 2548 7425 3108 2842 995 internal_value=5.4104e-05 -0.000283644 -0.00100892 -0.00244758 4.81714e-05 0.00475743 0.000414061 0.00941679 0.0152849 0.000176697 0.000322752 -0.00286959 0.000190896 0.000909176 -0.00306874 -0.00622762 0.0016286 -0.00155386 0.00248551 -0.00139241 0.00164768 0.00933143 -0.0024864 0.00333403 0.00152047 0.00134561 -0.000460994 0.000277199 -0.000433141 0.000268168 internal_weight=325322 27415.2 10644.6 4508.55 6136.01 466.972 1395.92 266.585 125.444 16770.6 16003.3 767.28 15809.9 7521.9 1152.02 947.718 6369.88 1351.31 5018.57 900.966 685.29 239.726 445.564 4117.61 337.808 809.809 8287.95 6502.26 5764.62 5123.92 internal_count=1411543 122364 47611 21236 26375 1913 5817 1073 505 74753 71582 3171 70772 35465 5905 5082 29560 5752 23808 3775 2867 1001 1866 20033 1424 3380 35307 27882 24774 21932 is_linear=0 shrinkage=0.03 Tree=406 num_leaves=31 num_cat=0 split_feature=2 0 0 2 1 0 1 1 2 0 2 2 2 1 2 2 0 3 2 0 2 1 0 2 2 2 2 1 1 2 split_gain=3.70764 25.9275 19.7064 70.4393 15.7491 14.7769 12.1982 11.4745 10.6934 10.6688 19.1168 38.5516 28.0579 43.5963 19.2985 15.5555 45.107 40.7059 23.3946 54.0981 29.944 28.5135 22.9786 86.6157 47.5139 34.0057 30.5715 29.4417 23.3062 23.1126 threshold=89440.765625000015 85.500000000000014 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 93.500000000000014 -7.4999999999999991 2.5000000000000004 94494.871093750015 2.5000000000000004 23484.753906250004 55938.710937500007 52302.683593750007 1.0000000180025095e-35 2817.958129882813 52302.683593750007 4.5000000000000009 10.80550003051758 72035.476562500015 3.5000000000000004 64691.324218750007 1.0000000180025095e-35 4.5000000000000009 14763.748535156252 47554.107421875007 42366.021484375007 39196.445312500007 -1.4999999999999998 1.0000000180025095e-35 3600.6882324218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 8 7 -4 -3 -2 10 14 12 -12 -14 -1 22 18 -18 19 20 21 -17 23 29 25 26 28 -27 -25 -11 right_child=1 5 6 -5 -6 -7 -8 -9 -10 15 11 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.019195000625691277 -0.0076221520290997271 0.0043616087053949173 0.0043861799622562274 0.0035428830584957379 -0.0094876923094819113 -0.00017804897808230334 -0.001265064339183216 0.013796418922408602 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41.637423641979694 186.21944341808558 297.61649434268475 596.88677479326725 1447.5130452290177 leaf_count=271 319 3745 1818 25360 2377 3015 60682 580 414 2355 3013 3607 209 987 11798 976 33442 2685 3421 4569 2581 1063 1225799 2244 2018 270 920 1336 2552 7117 internal_value=5.2482e-05 -0.000343941 -0.000662982 0.00139951 -0.00730748 0.00332546 -0.00113191 0.00570624 0.00238093 7.83571e-05 -0.00195182 -0.00446911 -0.009923 -0.0189306 0.00100439 9.38448e-05 0.00120388 0.000243826 0.00506507 0.00340733 -0.00164916 -0.00735025 5.22295e-05 -0.0022427 -0.00668705 -0.00906667 -0.00671978 -0.0174635 -0.00874658 0.00228422 internal_weight=325311 19932.5 18338.1 3396.98 671.036 1594.43 14941.1 949.322 123.266 305378 2312.01 1248.71 603.092 205.289 1063.3 303066 10951.4 8770.67 2180.75 1697.57 897.494 430.986 292115 3874.61 1955.14 1553.05 1213.8 339.254 1027.58 1919.48 internal_count=1411543 98310 90970 28470 3110 7340 62500 4325 733 1313233 19885 7816 4209 1196 12069 1293348 48737 36127 12610 9189 4620 2039 1244611 18812 9340 7322 5716 1606 4796 9472 is_linear=0 shrinkage=0.03 Tree=407 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 2 3 3 3 0 1 1 0 3 1 1 2 2 3 2 0 0 0 2 2 2 0 0 3 2 split_gain=3.72432 16.0807 24.5627 16.5991 47.4841 13.6939 20.5218 40.3131 20.3039 12.8561 10.9483 10.1683 11.6181 9.97106 31.0095 20.9545 16.5835 22.2254 21.7304 19.0337 16.1676 14.0376 31.2277 13.6524 15.7502 27.0025 14.0446 16.3541 13.5847 39.9735 threshold=224.80538177490237 219.02408599853518 1.9854999780654909 39.500000000000007 1.4100000262260439 238.29680633544925 1.3535000085830691 1.5979999899864199 1.469500005245209 84.500000000000014 1.0000000180025095e-35 -9.4999999999999982 58.500000000000007 1.6674999594688418 1.0000000180025095e-35 9.5000000000000018 161.39817047119143 134.73744964599612 1.8989999890327456 202.10085296630862 77.500000000000014 33.500000000000007 29.500000000000004 215.8664245605469 169.44351196289065 184.1896667480469 20.500000000000004 35.500000000000007 1.247500002384186 184.1896667480469 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 -3 -5 6 10 8 -8 11 -2 12 -1 28 20 16 17 -16 19 -18 23 22 -20 24 26 -26 -15 -28 29 -13 right_child=5 2 -4 4 -6 -7 7 -9 -10 -11 -12 13 -14 14 15 -17 18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.006178970023003467 0.0021346079263612535 -4.7530255885920282e-05 0.0099865415398241609 -0.0014882574654521165 -0.018120970673297487 6.0819506980690077e-05 0.0021138068514894239 0.0018300301742869281 -0.016453194654570694 -0.031521232264205508 0.0086294498021038044 -0.00062727921471061019 -0.020616144044479385 0.016943050786099808 -0.0012553711862231878 0.022700932128990391 0.019943091020591375 -0.010024968098695767 5.622773640806074e-05 -0.0065115828336950125 0.020964631338580338 -0.0072556086300333148 0.027463363919790106 -0.010095643129473522 0.016433972141268929 0.0030116382728720319 -0.0015599485707768141 0.0058017635031882269 -0.0012466543998897533 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-0.00382562 0.00155958 0.0130364 0.00402225 -0.000394085 0.0020762 0.00356336 0.00405702 0.00815246 0.00208894 0.00137256 -0.000418061 0.000204141 internal_weight=325292 29203.6 1100.2 995.427 643.368 296088 3395.11 2449.79 251.532 28103.4 945.321 28091.6 345.28 27746.4 4031.58 2159.99 2127.61 1255.37 872.244 126.881 1871.59 745.364 548.053 1822.24 1758.67 570.826 1187.85 1133.2 23714.8 13544.2 internal_count=1411543 125482 4671 4220 2736 1286061 14280 10352 1046 120811 3928 120755 1845 118910 17614 9611 9441 5573 3868 552 8003 3316 2417 7786 7516 2387 5129 4774 101296 57710 is_linear=0 shrinkage=0.03 Tree=408 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 0 2 2 2 0 2 1 0 2 2 2 2 2 2 2 2 1 3 1 2 1 1 2 split_gain=3.62063 9.66601 16.8306 17.3355 11.7626 14.1142 10.1569 8.5506 8.31923 7.79878 23.803 15.5717 7.71912 22.7837 57.1866 42.0024 22.2924 17.2179 26.7871 23.7519 62.8116 56.4762 38.1227 37.0273 31.4442 46.3762 23.0864 17.2414 16.2589 16.342 threshold=1.1054999828338625 1.0619999766349795 2770.7851562500005 7019.5273437500009 2510.8642578125005 1.0000000180025095e-35 42366.021484375007 51.500000000000007 2602.8994140625005 13836.183105468752 12127.694824218752 49.500000000000007 2343.383422851563 1.0000000180025095e-35 50.500000000000007 2554.751831054688 11087.062988281252 1864.7654418945315 1637.6347656250002 814.81753540039074 511.26914978027349 1126.780944824219 1248.5628051757815 1.5000000000000002 1.0205000042915346 -1.4999999999999998 488.16123962402349 2.5000000000000004 1.5000000000000002 4605.4538574218759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 4 -4 -3 -6 -5 -7 -9 10 12 -11 17 -14 16 -16 -15 18 19 20 26 -21 -23 24 25 -24 -1 -19 -17 -30 right_child=-2 2 3 6 5 7 -8 8 -10 11 -12 -13 13 14 15 28 -18 27 -20 21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.000187175552333344 7.9742840240205819e-05 -0.00034230469304935557 -0.0036267929995041979 0.00094696021435036791 -0.0014019495875043993 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27.828466787934303 58.104796841740608 118.61214134097099 68.790500715374947 87.174490541219711 372.00488965213299 193.98366267979145 105.27349817752838 leaf_count=20547 1289179 24462 15419 5559 840 568 258 267 238 977 810 2194 19012 9131 696 4958 145 5921 3108 1325 995 353 127 255 496 286 390 1504 1066 457 internal_value=4.93852e-05 -0.0002806 -0.00098776 -0.00238006 3.46359e-05 0.00461197 0.000397476 0.00913666 0.0148404 0.000168305 0.000310051 -0.00278566 0.000182097 0.000878378 -0.000819664 0.00321935 -0.00430709 -0.000449303 0.00026743 -0.000421343 0.000259404 -0.00586943 0.00208858 -0.00331353 0.00242351 -0.0102814 -0.000464822 -0.00305819 0.00162413 -0.00464244 internal_weight=325286 27404.2 10641.2 4505.53 6135.64 466.824 1395.83 266.395 125.292 16763 15995.5 767.541 15802.3 7515.05 3653.9 1693.05 1960.84 8287.27 6501.21 5763.83 5123.63 640.205 356.132 273.336 215.231 96.619 4891.11 1786.06 1519.84 299.257 internal_count=1411543 122364 47611 21236 26375 1913 5817 1073 505 74753 71582 3171 70772 35465 16453 7177 9276 35307 27882 24774 21932 2842 1517 1164 909 413 20937 7425 6481 1523 is_linear=0 shrinkage=0.03 Tree=409 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 2 1 2 0 3 3 3 1 1 0 0 0 2 2 2 1 2 1 2 0 3 2 0 2 2 split_gain=3.50147 24.4101 18.5991 13.9419 11.1265 57.9064 18.661 11.7302 22.8839 12.4311 18.9348 13.0694 11.3256 10.8564 10.1624 10.4363 10.0662 18.0328 36.4828 27.1302 41.6202 18.2363 15.1436 14.6418 42.628 38.2779 22.2398 51.1631 28.2109 27.5208 threshold=89440.765625000015 85.500000000000014 1.5000000000000002 93.500000000000014 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 94494.871093750015 8.5000000000000018 3.653500080108643 1.532000005245209 1.7404999732971194 1.5000000000000002 2.5000000000000004 43.500000000000007 49.500000000000007 2.5000000000000004 23484.753906250004 55938.710937500007 52302.683593750007 1.0000000180025095e-35 2817.958129882813 1.0000000180025095e-35 52302.683593750007 4.5000000000000009 10.80550003051758 72035.476562500015 3.5000000000000004 64691.324218750007 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 -2 13 5 6 -4 8 -6 10 14 12 -12 -3 -9 -16 17 21 19 -19 -21 22 -1 -18 26 -26 27 28 29 -25 right_child=1 3 4 -5 7 -7 -8 9 -10 -11 11 -13 -14 -15 15 -17 23 18 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.01264925984449917 0.0073943639125965957 0.004232889760492701 0.0038805758270484408 -0.00017692375856893366 0.014727611162667742 0.0029700293108440939 -0.0093585013173053053 -0.016473625452679105 0.00027684446889990555 -0.0016334382628322122 0.014713647465209187 0.0015126748194558136 -0.012009357492841235 0.013424363420290497 0.0053598715660829804 -0.0077442159253393967 4.7718787118905807e-05 -0.0051191126650773572 0.00060266949483666547 0.012931979547512507 -0.024461816159164054 0.0017546691924558802 -0.029382333573056599 0.0010363226560962749 0.00077867724738526958 -0.0069709154292076012 0.010625750016086666 0.0088433156582385531 0.0035108633145555573 -0.014177505731649694 leaf_weight=10.338865173980592 255.26537581719458 812.82514637708664 116.29645232483745 645.10605362430215 117.65822920948267 2475.32591535151 544.24565149843693 64.0344417989254 609.70601089298725 12376.421495459974 115.21435412764549 1404.5050198212266 16.291906237602234 134.83867491781712 85.701597511768341 151.2026334181428 292096.3638699241 397.91472362075001 645.53645221609622 31.765820521861315 170.96482742577791 1022.2467006723164 30.395522311329842 199.05520762503147 8153.8909253925085 617.03999890759587 480.1625431664288 796.47577799856663 465.75152638182044 231.4206560999155 leaf_count=91 11981 3745 638 3015 503 13500 2351 275 2487 51803 525 5818 74 580 371 644 1244611 3013 3607 209 987 11798 180 960 33442 2685 3421 4569 2581 1079 internal_value=4.79032e-05 -0.00033742 -0.000646937 0.00322494 -0.000760491 0.000864119 -0.0070276 -0.00110148 0.0026144 -0.00129163 0.00101127 0.00235944 0.011403 0.0055407 -0.00586989 -0.00300373 7.30463e-05 -0.00190019 -0.00434868 -0.00967007 -0.0186026 0.000970283 -0.0187142 8.80823e-05 0.00116541 0.000233489 0.00492717 0.00331068 -0.00160617 -0.00714252 internal_weight=325274 19924.6 18331.9 1592.77 18076.6 3135.87 660.542 14940.7 727.364 14213.4 1836.95 1536.01 131.506 947.664 300.939 236.904 305349 2309.16 1246.18 600.645 202.731 1062.98 40.7344 303040 10943.8 8770.93 2172.87 1692.7 896.227 430.476 internal_count=1411543 98310 90970 7340 78989 16489 2989 62500 2990 59510 7707 6417 599 4325 1290 1015 1313233 19885 7816 4209 1196 12069 271 1293348 48737 36127 12610 9189 4620 2039 is_linear=0 shrinkage=0.03 Tree=410 num_leaves=31 num_cat=0 split_feature=0 2 3 2 0 1 1 1 1 0 0 0 2 0 2 0 0 1 0 2 2 1 2 0 0 0 2 2 2 2 split_gain=3.9527 21.1586 25.4426 18.9682 41.105 32.7318 23.3087 20.5289 21.6171 43.4054 93.9679 32.4627 19.6292 19.3507 29.7874 28.4972 37.0725 25.8073 18.2277 33.6084 32.7761 30.0988 18.9739 37.4342 23.7202 21.0772 42.2254 27.3467 22.0441 17.9426 threshold=50.500000000000007 3673.103149414063 7.7119998931884775 3673.091186523438 51.500000000000007 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 55.500000000000007 53.500000000000007 66.500000000000014 3152.5231933593755 59.500000000000007 3527.054809570313 63.500000000000007 67.500000000000014 1.0000000180025095e-35 73.500000000000014 6113.6403808593759 4605.4538574218759 -20.499999999999996 45473.716796875007 54.500000000000007 72.500000000000014 60.500000000000007 7353.4816894531259 6704.7329101562509 12715.829589843752 19525.543945312504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 12 6 7 -5 8 9 10 -6 -10 -2 14 -14 17 -17 -15 19 -3 -20 -21 25 -24 -25 26 -23 -27 -29 -28 right_child=1 18 -4 4 5 -7 -8 -9 11 -11 -12 -13 13 15 -16 16 -18 -19 20 21 -22 22 23 24 -26 27 29 28 -30 -31 leaf_value=-5.2520009646750031e-05 -0.00019019326509493904 0.0032920225035411436 0.0047727755290146272 0.0026258688718114155 -0.0025940323062735998 -0.013153865152196702 -0.013372400299976996 0.0017234290651098707 -0.0065052535204430445 -0.0054860383872493181 0.014246019862584204 0.0033627746876328641 0.0072758300554416075 0.0033971571339611525 -0.0086460121715464747 0.011875650009207287 -0.0011644627131901786 -0.005882209556500706 -0.0091016964516730525 0.027252050057887885 0.00017912369385362356 -0.006022558713953673 -0.012590274012535013 0.0061802277568311576 -0.0076387452988629567 0.0089087722038202772 0.0031370741521955237 -0.0055440120297047283 -0.00075278087378885463 -0.00061844038513361363 leaf_weight=241548.15098944376 40043.770270474255 5810.8504806309938 916.75525222346187 2082.7250000834465 1032.539794370532 262.95025742053986 85.319882169365883 943.51391659677029 2120.3365319520235 1175.0484148710966 419.3302506506443 349.48339892923832 963.98072323203087 426.95684315264225 118.78263941407204 368.25908677279949 419.99646893143654 732.55330316722393 352.43761382997036 37.866444826126099 12113.357446737587 649.92760676145554 118.39074420928955 1282.3025031685829 122.46867664158344 222.24907554686069 3979.951668664813 1121.2520988434553 3770.6286341845989 1607.3699967116117 leaf_count=1055587 168673 23868 4054 9300 4173 1569 538 4798 12005 4780 1764 1654 3942 1779 490 1508 1753 2957 1474 320 51093 2729 492 5512 510 911 16396 4546 15479 6721 internal_value=9.02995e-06 0.000186759 -0.00018112 -0.000269227 -0.00156693 -0.00279252 0.00199628 -0.00234146 -0.00309396 -0.00119951 0.00226972 -0.00510891 -1.40139e-05 0.00231393 0.00552915 0.000526579 0.00492765 -0.00246535 0.000805559 0.00139733 -8.32671e-05 0.000544683 0.000466132 0.00361015 0.00497548 4.42579e-05 0.00121482 -0.00138337 -0.00185096 0.00205668 internal_weight=325200 83651.4 52462.3 51545.5 8471.25 6303.2 2168.04 6040.25 5096.74 2626.92 1451.87 2469.82 43074.3 3030.53 1082.76 1947.77 788.256 1159.51 31189.1 18723.3 12465.8 12912.4 12874.5 1523.16 1404.77 11351.4 6237.25 5114.13 4891.88 5587.32 internal_count=1411375 355788 225737 221683 40581 30743 9838 29174 24376 10717 5937 13659 181102 12429 4432 7997 3261 4736 130051 77484 52567 53616 53296 6514 6022 46782 25846 20936 20025 23117 is_linear=0 shrinkage=0.03 Tree=411 num_leaves=31 num_cat=0 split_feature=0 2 3 2 0 1 1 1 1 0 0 0 0 0 1 0 0 1 0 1 2 0 2 0 0 1 0 2 2 1 split_gain=3.71958 19.9126 23.9347 17.8741 38.726 31.126 22.0635 19.3486 20.4555 40.953 30.6739 25.5394 40.513 38.2514 32.1255 22.9316 62.0451 25.3675 20.6484 20.0145 18.4774 18.2148 28.0384 26.8265 34.9237 24.2919 17.157 31.6217 30.8604 28.9137 threshold=50.500000000000007 3673.103149414063 7.7119998931884775 3673.091186523438 51.500000000000007 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 64.500000000000014 66.500000000000014 52.500000000000007 55.500000000000007 53.500000000000007 -1.4999999999999998 74.500000000000014 75.500000000000014 -1.4999999999999998 63.500000000000007 -6.4999999999999991 3152.5231933593755 59.500000000000007 3527.054809570313 63.500000000000007 67.500000000000014 1.0000000180025095e-35 73.500000000000014 6113.6403808593759 4605.4538574218759 -20.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 20 6 7 -5 8 9 11 -10 14 13 19 -6 17 -17 -11 -14 -13 -2 22 -22 25 -25 -23 27 -3 -28 -29 right_child=1 26 -4 4 5 -7 -8 -9 10 15 -12 12 18 -15 -16 16 -18 -19 -20 -21 21 23 -24 24 -26 -27 28 29 -30 -31 leaf_value=-5.0944363226266473e-05 -0.00018448968141554078 0.0031936734923047718 0.0046285824521785576 0.0025480757928794534 0.010442332610043287 -0.012855102201727107 -0.013077104644222114 0.0016704437859744103 -0.0063316628611912312 -0.025018528619247124 0.0032576314904879428 -0.028767908718314746 -0.0044418768061589391 0.013860989513240982 -0.0068527959395211441 0.02731655052355552 -0.0095499982805778132 -0.0073455796951832188 0.013373492965483008 0.0021475143951550165 0.0070609997063535105 0.0032972740341668753 -0.0083873263990571628 0.011530349837139806 -0.0011296306139003155 -0.0057078622150029661 -0.0088347311205341384 0.026961083632296875 0.00017375293588625348 0.00045227032050516695 leaf_weight=241548.54673175549 40043.295115858316 5810.1127940416336 916.95217436552048 2081.9333446472883 116.25524853169918 261.01923178136349 84.639546573162079 944.22756715863943 2113.2239532917738 113.69500754773617 349.93349035084248 20.014854520559311 554.59721083939075 418.0683965831995 573.45634797215462 52.86521752178669 184.3776078671217 204.71319271624088 65.462835446000099 322.93357166647911 963.51750594377518 426.69782599806786 118.77294109761715 367.91402168571949 419.95919044315815 732.28539943695068 352.19850741326809 37.137914687395096 12113.158974464983 12871.565302357078 leaf_count=1055587 168673 23868 4054 9300 487 1569 538 4798 12005 466 1654 91 2262 1764 2294 217 750 821 264 1301 3942 1779 490 1508 1753 2957 1474 320 51093 53296 internal_value=8.75861e-06 0.000181188 -0.000175741 -0.000261225 -0.00152179 -0.00271247 0.00193766 -0.00227371 -0.00300543 -0.00116361 -0.00496934 0.000776888 0.00313131 0.00776929 -0.00393759 -0.00839543 -0.00133496 -0.0136561 -0.00256102 0.000343256 -1.35918e-05 0.00224556 0.00536567 0.000511046 0.00478221 -0.00239248 0.000781532 0.00135576 -8.07744e-05 0.000528535 internal_weight=325184 83635 52450.8 51533.9 8461.42 6294.84 2166.57 6033.82 5089.6 2626.44 2463.16 2070.79 1381.08 761.017 689.712 555.651 237.243 318.408 620.06 342.948 43072.4 3029.15 1082.29 1946.86 787.873 1158.98 31184.2 18718.8 12465.4 12908.7 internal_count=1411375 355788 225737 221683 40581 30743 9838 29174 24376 10717 13659 8463 5682 3156 2781 2254 967 1287 2526 1392 181102 12429 4432 7997 3261 4736 130051 77484 52567 53616 is_linear=0 shrinkage=0.03 Tree=412 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 0 0 2 2 0 2 2 2 1 2 2 1 2 0 1 2 2 1 0 2 2 2 2 0 0 split_gain=3.75584 7.54421 3.62225 18.7052 23.0232 17.239 21.6051 50.9725 24.7884 20.1194 23.7679 19.8688 23.0174 24.1017 18.9583 18.4662 17.146 16.626 35.5313 37.224 34.4682 35.0899 32.9544 18.7246 28.5275 18.2748 17.5237 17.1337 18.6748 16.2807 threshold=98.500000000000014 1.0000000180025095e-35 50.500000000000007 3673.103149414063 88.500000000000014 67.500000000000014 74.500000000000014 1289.946716308594 937.66867065429699 79.500000000000014 1986.3098144531252 294.42443847656256 358.41200256347662 9.5000000000000018 1099.1130981445315 2292.840698242188 -36.499999999999993 1826.4194335937502 75.500000000000014 -1.4999999999999998 575.09899902343761 417.75494384765631 1.5000000000000002 75.500000000000014 814.81753540039074 219.02408599853518 276.59585571289068 2602.8994140625005 77.500000000000014 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 5 16 7 8 11 17 -11 -7 -13 -14 -10 -12 -4 20 19 -19 21 22 25 24 -22 -8 -27 -20 -29 -5 right_child=1 -3 3 29 -6 6 9 -9 14 10 15 12 13 -15 -16 -17 -18 18 27 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-4.9415902474764218e-05 0.012133562087466954 -0.020205073676348561 -0.028556495200326631 0.0017029010223009935 0.0045687418030472687 0.0030444809473419328 0.002823882441370564 -0.0076643510747420561 0.011894910911855568 -0.0029427944918183459 0.0151179693410439 -0.0069087836028835 -0.0014745451232871657 0.025240081653656852 -0.0006853275662443381 0.0012314917484599404 6.3880004814074776e-05 0.035793837701571733 -0.01811343108162811 0.0014834698893519118 -0.028126955062854522 -0.0033825268552453826 -0.011728356931729685 0.0086893282475862098 0.0056753676428070565 0.043275119385842102 0.013075418018995196 0.0029616533432078236 -0.010786971439670775 0.00026219488616851204 leaf_weight=241548.93042929855 9.2926673889160174 21.546241760253906 18.84777919948101 10806.384029679 908.17535065114498 629.5700159072876 182.02348701655865 1368.997544452548 224.00203496217728 2764.6459724158049 98.740612879395485 871.03910836577415 1953.8420750945807 30.874611616134644 207.8464882671833 677.83303575217724 39641.214305624366 37.071273177862167 97.966795414686203 122.49551565945148 32.419430300593376 972.77262701094151 75.197064183652401 855.59514571726322 73.222423255443573 18.878583997488022 205.85407474637032 177.01230011880398 178.65967167913914 20358.888321872801 leaf_count=1055587 38 332 82 45003 4004 2712 826 5870 934 11983 410 3704 8211 150 866 2938 170895 156 407 523 137 4104 357 3590 305 78 855 769 774 84775 internal_value=8.49594e-06 -0.0104605 9.48891e-06 0.000179705 -0.000166307 -0.00024978 -0.00125347 -0.0026812 -0.000939661 -0.000104804 -0.00164019 -0.00177971 -0.00284323 -0.00105897 0.00584011 0.00299714 5.02787e-05 0.00169013 -0.00272147 0.00945461 0.00280985 -0.000102943 0.00651656 0.00721804 -0.00469791 0.0098895 0.0156123 -0.00700439 -0.0039445 0.000761752 internal_weight=325170 30.8389 325139 83590.1 52424.8 51516.6 11856.6 5286.17 3917.17 6570.39 3541.22 3485.33 2855.76 1984.72 431.849 776.574 39660.1 3029.17 613.206 159.567 2415.96 1454.73 481.953 961.237 105.642 406.756 224.733 453.639 355.672 31165.3 internal_count=1411375 370 1411005 355418 225640 221636 50659 22447 16577 28212 15331 14777 12065 8361 1800 3348 170977 12881 2629 679 10252 6220 2116 4032 442 1759 933 1950 1543 129778 is_linear=0 shrinkage=0.03 Tree=413 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 0 1 1 1 1 0 0 0 2 0 2 0 0 1 0 0 2 0 2 2 2 2 2 2 split_gain=3.57601 7.20648 3.40816 17.6013 21.6592 16.3008 35.7969 29.605 20.8831 18.1626 18.6374 38.1904 83.6945 32.8388 17.4861 16.9788 26.3932 25.6727 32.328 22.8655 16.8464 16.1528 16.8596 15.9691 52.0797 42.0347 34.1628 39.7561 39.4411 31.8993 threshold=98.500000000000014 1.0000000180025095e-35 50.500000000000007 3673.103149414063 88.500000000000014 3673.091186523438 51.500000000000007 5.5000000000000009 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 55.500000000000007 53.500000000000007 66.500000000000014 3152.5231933593755 59.500000000000007 3527.054809570313 63.500000000000007 67.500000000000014 1.0000000180025095e-35 54.500000000000007 60.500000000000007 3267.230346679688 53.500000000000007 2510.8642578125005 2770.7851562500005 2292.840698242188 1986.3098144531252 1248.5628051757815 1338.8272094726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 5 14 8 9 -7 10 11 12 -8 -12 23 16 -16 19 -19 21 -11 22 -17 24 -4 -26 27 28 -25 -30 right_child=1 -3 3 -5 -6 6 7 -9 -10 20 13 -13 -14 -15 15 17 -18 18 -20 -21 -22 -23 -24 26 25 -27 -28 -29 29 -31 leaf_value=-4.7933340967432765e-05 0.011786774723258803 -0.019909911030999285 0.00021793381126209333 0.00073894718513551228 0.0044308903738677491 0.0024708242675437792 -0.0024423494794067863 -0.012527302783345566 -0.012788161758068796 0.0073295250911432569 -0.0061639431794725851 -0.0051377670462345437 0.013484780373327527 0.0038235244219433869 0.0068508514897590517 -0.010268313081237932 -0.0081385384518872696 0.011193651089827781 -0.0009910492027515531 -0.0055406066253776125 -0.0011752797734263609 -0.0022759678160856191 0.013287670430976473 8.6262191183842e-05 0.010597119793543103 -0.011170561720745433 -0.0025349602458930565 0.0052376000738420013 -0.012647874711468575 -0.002589148192588642 leaf_weight=241549.30205111124 9.2792969197034854 21.2147486358881 7712.1692476719618 31163.298890337348 908.33465740457177 2081.1461289972067 1032.5384766310453 258.91786978393793 83.97816090285778 314.06092549860477 2106.3641565740108 1176.2485834509134 416.80019651353359 344.79163025319576 963.04336173832417 32.708030864596367 118.75977723300457 367.55379968881607 419.79707957804203 732.01675869524479 630.2899040132761 226.93856966495514 166.79280483722687 22346.519678682089 724.1517378538847 89.734620571136475 5932.5169731229544 1237.3548498600721 342.44023087620735 1655.6395042091608 leaf_count=1055587 38 332 32412 129778 4004 9300 4173 1569 538 1854 12005 4780 1764 1610 3942 136 490 1508 1753 2957 2941 944 699 95114 2999 372 24318 5084 1471 6903 internal_value=8.23929e-06 -0.0102647 9.20277e-06 0.000174319 -0.000161339 -0.000242314 -0.00144746 -0.0025943 0.00187898 -0.00216716 -0.0028778 -0.00112152 0.00213797 -0.00475906 -5.99859e-06 0.00219231 0.00520532 0.000517183 0.00469705 -0.00232369 0.00165315 0.00319841 0.00942568 -0.000172221 0.000979618 0.00819714 -0.000483844 -8.18575e-06 -0.000274812 -0.00431306 internal_weight=325165 30.494 325134 83584.9 52421.6 51513.3 8445.14 6280.01 2165.12 6021.09 5076.74 2625.59 1449.34 2451.16 43068.1 3027.61 1081.8 1945.81 787.351 1158.46 944.351 426.439 199.501 40040.5 8526.06 813.886 31514.5 25582 24344.6 1998.08 internal_count=1411375 370 1411005 355418 225640 221636 40534 30696 9838 29127 24332 10717 5937 13615 181102 12429 4432 7997 3261 4736 4795 1779 835 168673 35783 3371 132890 108572 103488 8374 is_linear=0 shrinkage=0.03 Tree=414 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 1 0 0 2 0 0 0 2 2 0 2 2 2 1 2 2 1 2 0 1 2 0 1 2 2 split_gain=3.40429 6.88322 3.37316 5.91552 6.63105 11.0982 3.82504 3.25492 16.5626 20.3765 15.922 20.2785 47.1055 23.5719 18.9171 22.4927 18.6973 21.6893 22.4728 17.5774 16.8123 16.0483 15.514 52.0888 26.8862 15.4464 33.5375 35.5448 32.7031 38.9331 threshold=98.500000000000014 1.0000000180025095e-35 -52.499999999999993 72035.476562500015 6.5000000000000009 -64.499999999999986 10.500000000000002 50.500000000000007 3673.103149414063 88.500000000000014 67.500000000000014 74.500000000000014 1289.946716308594 937.66867065429699 79.500000000000014 1986.3098144531252 294.42443847656256 358.41200256347662 9.5000000000000018 1099.1130981445315 2292.840698242188 -36.499999999999993 6113.6403808593759 76.500000000000014 -21.499999999999996 1826.4194335937502 75.500000000000014 -1.4999999999999998 550.44073486328136 417.75494384765631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 -1 -5 -4 9 10 21 12 13 16 25 -16 -12 -18 -19 -15 -17 -9 23 -10 -24 28 27 -27 29 -13 right_child=1 -3 7 6 -6 -7 -8 8 22 -11 11 14 -14 19 15 20 17 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.058475268446408213 0.011450208920396545 -0.019616021939916514 -4.8108327793697168e-05 0.029544157212039127 0.0084444383696756584 0.011160668991370986 -0.018104302094119902 -0.027524804827461079 0.0028505586658345533 0.0042972533214090895 0.0029495145236272239 0.0063217510185762035 -0.0073776259631486672 0.011527119243841833 -0.0028438906976597255 0.014493568620419986 -0.0067100878806400288 -0.0014331015567028284 0.024239914077894227 -0.00058548895611714325 0.0012490685247909233 6.6498390645296194e-05 0.027927404026017878 -0.0054233678655375324 0.00031763596911231403 0.035088934023421239 -0.0067618319403658159 0.0014716369406727529 0.006542688086373049 -0.0043962686365054786 leaf_weight=3.9710642788559198 9.2656987607479113 20.891541447490454 241500.36785744189 12.832378237275405 26.491961516439915 4.2797171417623741 1.7194581851363171 18.981743887066841 6305.7969747781754 908.48250474780798 629.78943184018135 481.69600650668144 1367.2314889729023 224.16189454495907 2763.2368860989809 98.832182005047798 870.27447570860386 1953.5666271597147 31.176044747233391 207.76364058256149 677.98260542750359 39629.845202684402 31.784855112433434 768.22724482417107 24055.460650850087 36.812828660011292 453.33006349205971 122.5103300511837 1102.373605132103 831.63645219802856 leaf_count=69 38 332 1054531 599 302 70 16 82 25883 4004 2712 2116 5870 934 11983 410 3704 8211 150 866 2938 170895 290 3191 100414 156 1950 523 4623 3513 internal_value=7.98996e-06 -0.010071 8.92486e-06 0.00785598 0.00113017 -0.0223548 0.023914 7.73491e-06 0.000169109 -0.000156548 -0.000235113 -0.00119988 -0.00258341 -0.000909866 -8.69072e-05 -0.00157598 -0.00172922 -0.0027613 -0.00102983 0.00570075 0.00293413 5.32891e-05 0.000716826 0.00195202 0.000354069 0.00165377 -0.0026007 0.00923917 0.00273276 -0.000465179 internal_weight=325151 30.1572 325121 49.2946 34.7427 8.25078 14.5518 325071 83571 52409.7 51501.2 11852.4 5283.96 3916.73 6568.41 3540.05 3484.81 2855.02 1984.74 431.926 776.815 39648.8 31161.3 7074.02 24087.2 3028.36 612.653 159.323 2415.71 1313.33 internal_count=1411375 370 1411005 1056 441 139 615 1409949 355418 225640 221636 50659 22447 16577 28212 15331 14777 12065 8361 1800 3348 170977 129778 29074 100704 12881 2629 679 10252 5629 is_linear=0 shrinkage=0.03 Tree=415 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 0 2 2 2 0 2 2 2 0 0 0 1 2 2 0 2 2 0 0 2 2 3 2 split_gain=4.50294 16.6087 38.5608 51.5912 33.4971 30.5672 79.5775 42.8763 50.8521 43.0853 43.7023 32.1505 33.0519 26.6162 25.9164 25.3804 24.042 24.0288 20.1581 19.7611 45.2063 19.1806 23.1714 19.8746 18.9683 18.1729 17.8922 25.6206 15.6444 34.6828 threshold=65.500000000000014 4326.6347656250009 7882.7980957031259 76.500000000000014 5216.6582031250009 76.500000000000014 16176.651367187502 72.500000000000014 20724.130859375004 18421.471679687504 27647.242187500004 73.500000000000014 11333.392578125002 79162.558593750015 21398.625000000004 74.500000000000014 74.500000000000014 66.500000000000014 -6.4999999999999991 64691.324218750007 94494.871093750015 89.500000000000014 64691.324218750007 50009.173828125007 68.500000000000014 71.500000000000014 14763.748535156252 10857.155761718752 2.9229999780654912 3910.889038085938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 28 3 4 25 6 11 8 24 -9 14 12 17 -12 15 -11 -16 -4 -6 -10 -21 -7 23 -23 -8 -3 27 -13 -2 -30 right_child=1 2 5 -5 18 21 7 9 19 10 13 26 -14 -15 16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.7532043026765115e-05 -0.0019902014340183035 0.0030300738082605031 -0.021644619303033984 -0.0022482561021488988 -0.012337180153178758 0.0013445836113006346 0.0060408123630965524 -0.028492221922413598 -0.0014563815043293717 0.011112579690172332 -0.009537637714418349 -0.0065732952442516005 -0.018531928277947859 0.0025431683481272321 0.0045607462476401064 -0.018646812318509381 0.028319294585326928 0.00052936421499627582 0.0075921571499066587 0.014179141315713135 -0.012663520751254995 -0.0036279465539141341 0.00084808661115427612 -0.01682043423976173 0.020118749580692926 -0.0047080882124467408 -0.015443844151268553 0.026910156284759918 0.00018721213624138023 -0.014245619240486899 leaf_weight=291620.93810511066 7996.5287852361798 1113.6320598274469 57.724723875522614 1422.0487784072757 46.794998288154602 6171.5609311237931 192.45066107064486 67.115369409322739 1585.0556905716658 49.012073874473572 726.02078096568584 39.357973501086235 442.07612885534763 212.07863878458738 88.865709736943245 54.442734614014626 67.411902219057083 184.76148042082787 1913.373434022069 213.00066452473402 76.835391268134117 1004.1975293904543 1362.7375448476523 114.49313845857978 155.92915481328964 361.90921995043755 32.210955277085304 43.07812325656414 7584.0637009479105 152.86946383118629 leaf_count=1269463 33864 4530 234 5850 220 25809 785 272 6577 199 2983 160 1792 911 361 221 276 749 7789 922 333 4337 6275 501 635 1470 131 174 32691 641 internal_value=-2.03247e-05 -0.000349561 0.000278188 0.00255728 0.00454631 -0.000577371 -0.00264875 -0.000692401 0.00181641 -0.00510189 -0.00379131 -0.0111874 -0.0136498 -0.0068065 0.00709892 -0.0045482 0.0148092 -0.00474923 0.00711639 -0.00013936 0.00706317 0.000448966 -0.00177852 -0.00497814 0.0123419 0.00113212 0.00351572 0.0109239 -0.00105969 -9.79576e-05 internal_weight=325153 33531.6 17798.2 4857.76 3435.71 12940.4 4287.43 3488.22 2223.27 1264.95 1197.83 799.209 684.562 938.099 259.732 103.455 156.278 242.486 1960.17 1874.89 289.836 8652.99 2481.43 1118.69 348.38 1475.54 114.647 82.4361 15733.5 7736.93 internal_count=1411155 141692 74496 19859 14009 54637 17715 14475 9252 5223 4951 3240 2775 3894 1057 420 637 983 8009 7832 1255 36922 11113 4838 1420 6000 465 334 67196 33332 is_linear=0 shrinkage=0.03 Tree=416 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 0 2 2 2 0 2 2 2 0 0 0 1 2 2 0 1 0 2 2 0 2 2 2 split_gain=4.23682 15.6299 36.2905 48.5612 31.5488 28.7562 74.8424 40.3297 47.9081 40.5145 41.1059 30.2347 31.0265 25.0002 24.4228 23.8663 22.7233 22.6493 18.9515 18.6203 42.6208 18.1115 18.3138 18.0505 21.809 18.6878 17.0985 16.8326 24.1234 15.4973 threshold=65.500000000000014 4326.6347656250009 7882.7980957031259 76.500000000000014 5216.6582031250009 76.500000000000014 16176.651367187502 72.500000000000014 20724.130859375004 18421.471679687504 27647.242187500004 73.500000000000014 11333.392578125002 79162.558593750015 21398.625000000004 74.500000000000014 74.500000000000014 66.500000000000014 -6.4999999999999991 64691.324218750007 94494.871093750015 67.500000000000014 -1.4999999999999998 89.500000000000014 64691.324218750007 50009.173828125007 71.500000000000014 14763.748535156252 10857.155761718752 6409.8125000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 26 6 11 8 21 -9 14 12 17 -12 15 -11 -16 -4 -6 -10 -21 22 -8 -7 25 -25 -3 28 -13 -20 right_child=1 2 5 -5 18 23 7 9 19 10 13 27 -14 -15 16 -17 -18 -19 29 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=1.7006053498129198e-05 -0.0010280092326843526 0.0029399046384899282 -0.021026653252555809 -0.0021808450806005608 -0.011910269367170634 0.0013044531815336103 -0.028841864706245293 -0.027622185966084931 -0.0014124176219003301 0.01078704420506999 -0.0092412193620383665 -0.0063732947797403867 -0.017961866216160027 0.0024683794380020111 0.0044256071588777241 -0.018070039337500884 0.027542319829801949 0.00051348315476447068 0.0055405397428629176 0.013801234619035298 -0.012243339935002042 0.017844646478140141 0.0074018253920789794 -0.003520386522840709 0.00082278765602206085 -0.016311720036207119 -0.004565350801535601 -0.014974479931425623 0.026117764964050424 0.011357861291964361 leaf_weight=291620.82575253909 15731.870127618313 1113.3586402088404 57.639875307679176 1422.0252546370029 47.014726147055626 6170.5963055640459 13.850983537733553 67.15183886885643 1585.356765024364 48.976978838443756 726.81672770529985 39.375008448958397 442.41778828203678 211.95121210813522 88.83242329955101 54.494243204593658 67.236833438277245 184.76150360703468 1310.9420313984156 212.27914857119322 77.084269873797894 200.80855348706245 133.33064731955528 1003.83836742118 1362.5038138693199 114.52145440131426 362.02586704492569 32.223759159445763 43.053860172629356 601.13892337679863 leaf_count=1269463 67196 4530 234 5850 220 25809 61 272 6577 199 2983 160 1792 911 361 221 276 749 5334 922 333 819 540 4337 6275 501 1470 131 174 2455 internal_value=-1.9713e-05 -0.000339094 0.000269928 0.00248125 0.00441156 -0.000560059 -0.00256902 -0.000671486 0.0017625 -0.00494664 -0.00367593 -0.0108481 -0.0132352 -0.00659747 0.00689141 -0.00441085 0.0143846 -0.00460848 0.00690677 -0.000135082 0.00686315 0.0119853 0.003991 0.000435576 -0.00172556 -0.00483024 0.00109829 0.0034102 0.0105973 0.00736945 internal_weight=325148 33527.5 17795.6 4856.51 3434.48 12939.1 4287.64 3488.17 2222.71 1265.46 1198.31 799.472 684.819 938.768 259.54 103.471 156.069 242.401 1959.1 1874.72 289.363 347.99 147.182 8651.46 2480.86 1118.36 1475.38 114.653 82.4289 1912.08 internal_count=1411155 141692 74496 19859 14009 54637 17715 14475 9252 5223 4951 3240 2775 3894 1057 420 637 983 8009 7832 1255 1420 601 36922 11113 4838 6000 465 334 7789 is_linear=0 shrinkage=0.03 Tree=417 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 2 2 2 2 3 2 2 0 2 1 0 0 2 1 2 0 0 0 1 2 0 2 1 0 2 split_gain=4.01407 13.8956 36.6064 55.0162 34.1965 66.0876 36.5248 32.8794 27.7905 27.446 23.4153 22.4327 22.1817 27.1488 18.2037 16.0363 15.456 14.5616 13.0299 12.1041 29.8964 15.6128 24.6967 13.6316 15.2037 17.258 12.8467 11.5598 11.2166 21.1229 threshold=69.500000000000014 4905.5217285156259 12986.766601562502 77.500000000000014 76.500000000000014 17466.614257812504 26764.801757812504 13264.737792968752 8055.6518554687509 2.9229999780654912 79162.558593750015 3673.103149414063 89.500000000000014 64691.324218750007 -7.4999999999999991 75.500000000000014 73.500000000000014 50009.173828125007 -7.4999999999999991 11333.392578125002 82.500000000000014 87.500000000000014 90.500000000000014 -4.4999999999999991 10120.596191406252 86.500000000000014 11617.274414062502 1.5000000000000002 75.500000000000014 4605.4538574218759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 3 14 5 15 -7 -6 -5 -2 16 -11 18 17 -3 -4 -8 -14 -9 20 -10 23 -23 -22 -25 -26 27 -21 -13 -30 right_child=1 2 4 8 7 6 10 12 19 11 -12 28 13 -15 -16 -17 -18 -19 -20 26 21 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=1.2383417939174632e-05 -0.0031174430126205172 -0.013394377000940993 -0.020341091245975548 -0.0045453256137501811 -0.020453370747453826 0.0049340802803712553 -0.0033720464463099773 0.022680070017930393 0.003604587358904373 0.00029541393870008523 0.0032185441703216277 -0.024628924888645001 -0.0044261242976132735 0.00079823885578869376 0.0055747560228170774 0.0036191345883603422 -0.009904182319408681 -0.01582020052722689 0.0016122637223813401 0.021238429174607259 -0.035503473988840586 0.023922482404986505 -0.0044931082570698819 -0.011277083848702702 0.0024142832096906756 -0.019974016938788645 0.0033253009154453166 -0.0081375633777820023 -0.0088488828251772726 0.0075798175154607877 leaf_weight=298483.45893138554 4106.5618073344231 46.330279961228371 245.81906680762768 1064.2069370597601 68.779992297291756 492.07308828085661 789.23268333822489 26.596856184303761 935.06909440457821 7480.6179524771869 298.45148076862097 29.057649746537209 850.80349245294929 1362.2767113177106 2639.0234098136425 28.003866314888 555.44684021174908 114.53688012063503 3987.8445904403925 70.440335139632225 14.739607721567152 40.722490057349205 84.956001736223698 261.38107725977898 209.98004706203938 36.352485090494156 385.59065549075603 14.545681059360502 331.40833525359631 89.445104688405991 leaf_count=1298137 17414 217 997 4372 284 2004 3283 143 3808 32268 1286 118 3669 6275 10746 114 2273 501 16863 291 63 171 376 1069 858 153 1581 60 1393 368 internal_value=-1.91193e-05 -0.000371818 0.000249576 0.0021 -0.000967973 -0.00401529 -0.00223588 0.000177131 -0.000610766 -0.00112671 -0.00438309 -9.58821e-05 0.00040087 -0.00192916 0.00524748 -0.0178907 -0.00607028 -0.00577802 0.00175184 0.00142801 0.00017239 -0.00477929 0.00471414 -0.00706298 -0.00623732 -0.000889667 0.00565239 0.0162106 -0.00660191 -0.00535725 internal_weight=325144 26660.3 14623.2 5803.34 8819.87 2409.03 2135.2 6410.84 3117.98 12037.1 1643.13 7930.53 6342.06 2327.62 2685.35 273.823 1344.68 965.34 4014.44 2053.78 1583.2 648.132 125.678 522.453 507.714 246.333 470.577 84.986 449.911 420.853 internal_count=1411155 113018 61457 23765 37692 9957 8846 27735 12802 51561 6842 34147 27451 10445 10963 1111 5556 4170 17006 8430 6498 2690 547 2143 2080 1011 1932 351 1879 1761 is_linear=0 shrinkage=0.03 Tree=418 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 0 2 2 2 0 2 2 0 2 0 0 2 2 0 1 0 0 2 2 2 2 2 0 split_gain=3.77788 14.1039 33.0175 43.6965 28.2457 25.7043 69.9281 36.8426 45.3363 37.9055 37.042 28.4376 28.0909 23.1954 22.4513 22.058 21.5305 21.1821 17.4564 40.386 17.3806 16.9761 16.0002 15.911 19.2692 16.5531 15.2744 23.0632 14.5993 19.2996 threshold=65.500000000000014 4326.6347656250009 7882.7980957031259 76.500000000000014 5216.6582031250009 76.500000000000014 16176.651367187502 72.500000000000014 20724.130859375004 18421.471679687504 27647.242187500004 73.500000000000014 11333.392578125002 21398.625000000004 74.500000000000014 79162.558593750015 74.500000000000014 66.500000000000014 64691.324218750007 94494.871093750015 68.500000000000014 -6.4999999999999991 71.500000000000014 89.500000000000014 64691.324218750007 50009.173828125007 14763.748535156252 10857.155761718752 6409.8125000000009 75.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 22 6 11 8 20 -9 13 12 17 14 -11 -12 -15 -4 -10 -20 -8 -6 -3 -7 25 -25 27 -13 29 -23 right_child=1 2 5 -5 21 23 7 9 18 10 15 26 -14 16 -16 -17 -18 -19 19 -21 -22 28 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=1.6124413838964084e-05 -0.00097463961817792239 0.002847612326561679 -0.02043030810674697 -0.0020543131735757695 -0.011172855965917718 0.0012243990633244615 0.005647544677823183 -0.026618122330358034 -0.001352005449960709 0.010327177133186389 -0.0087014355402816688 -0.0063430079336860073 -0.017242907541537279 0.0042072466658023147 -0.017665852573573601 0.0023010024910242442 0.026732412931481715 0.00041365582213137667 0.013445902627136103 -0.011893009927464851 0.019137862127651419 0.006370568090671996 -0.0044120318747584066 -0.0033068813613929705 0.00077441896590043778 -0.015345098171637987 -0.014114314870302059 0.025431601420165442 0.010877968714858448 -0.0063751841857980938 leaf_weight=291620.63749063446 15728.852721869946 1113.0882469713688 57.545146852731705 1421.7354454100132 47.395348265767097 6167.8920325636864 192.27906575798988 67.140408754348755 1585.799710996449 48.922399193048477 728.18840184807777 39.380573973059654 442.70149470865726 88.777783006429672 54.52507010102272 211.66426874697208 67.023465774953365 184.75620986521244 211.58348301798105 77.289909981191158 155.43764711916447 1192.2301948815584 362.13026198744774 1003.0040787793696 1362.0560770090669 114.54050040990114 32.228580057621002 43.015732020139694 600.10582765936852 117.45347382128239 leaf_count=1269463 67196 4530 234 5850 220 25809 785 272 6577 199 2983 160 1792 361 221 911 276 749 922 333 635 4858 1470 4337 6275 501 131 174 2455 476 internal_value=-1.85449e-05 -0.000320176 0.000258466 0.00236829 0.00420018 -0.000533246 -0.00243228 -0.00059818 0.00172893 -0.00468251 -0.00345428 -0.0104341 -0.0127484 0.00658521 -0.00442738 -0.00622358 0.0138973 -0.00453666 -0.000116441 0.00666632 0.011678 0.00656289 0.00106555 0.000408478 -0.00162109 -0.00454071 0.00339615 0.0102452 0.00700304 0.00522752 internal_weight=325139 33518.7 17789.9 4854.14 3432.4 12935.8 4288.26 3488.63 2222.39 1266.24 1199.1 799.628 685.003 259.249 103.447 939.853 155.801 242.301 1874.67 288.873 347.717 1957.18 1475.22 8647.49 2479.6 1117.54 114.625 82.3963 1909.79 1309.68 internal_count=1411155 141692 74496 19859 14009 54637 17715 14475 9252 5223 4951 3240 2775 1057 420 3894 637 983 7832 1255 1420 8009 6000 36922 11113 4838 465 334 7789 5334 is_linear=0 shrinkage=0.03 Tree=419 num_leaves=31 num_cat=0 split_feature=0 1 2 3 2 2 2 2 1 2 2 2 0 2 0 0 2 0 1 1 2 2 2 0 0 0 1 2 2 1 split_gain=3.6376 13.0159 24.3782 7.98577 25.7829 67.9467 67.5178 46.009 25.7028 21.0052 15.3201 14.8148 14.4661 14.3572 19.974 13.6626 12.2661 20.3023 12.16 19.3826 11.8421 19.0542 16.5609 13.1942 10.4745 12.3774 9.43529 8.89548 27.1058 8.46389 threshold=69.500000000000014 1.5000000000000002 409.80384826660162 2.9229999780654912 4246.3449707031259 12411.391601562502 17012.167968750004 21398.625000000004 -4.4999999999999991 5579.1726074218759 1637.6347656250002 417.75494384765631 76.500000000000014 1826.4194335937502 71.500000000000014 73.500000000000014 4326.6347656250009 70.500000000000014 -11.499999999999998 -2.4999999999999996 767.85998535156261 1099.1130981445315 640.43759155273449 72.500000000000014 77.500000000000014 80.500000000000014 1.0000000180025095e-35 511.26914978027349 558.56738281250011 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 10 8 -7 15 -6 16 20 12 -5 14 -12 -8 17 -10 -9 -20 22 29 27 -24 -14 -26 -15 -2 -29 -22 right_child=1 2 -4 11 5 6 7 18 9 -11 13 -13 24 26 -16 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=1.1998277922720835e-05 -0.0027887199243609847 -0.0097166106160548847 -0.0011577220185139824 0.010885266206201815 -0.012546939315477639 -0.02089358395112732 0.019946126473576156 0.025033606007381196 0.050765904279442109 0.010405825574154299 -0.03132603691458187 0.00015192938864712674 -0.009956476968589284 -0.0086537889758994957 0.0054552656209348321 -0.0036866625056359132 0.0021509064994307075 -0.0024834670712343631 -0.016652905983669891 -0.0023346289076638712 0.036309211758302221 -0.0013820658049156127 -0.002409807073298814 -0.033751656956733364 0.0092562848028297281 -0.0024707653105172406 -0.0014694003678170223 0.019430546118948719 -0.0081249585461730337 0.010166366584417776 leaf_weight=298482.53715832543 1703.0530127286911 317.77243427932262 5211.06099510286 228.65297466516495 66.346944138407707 179.1246495693922 109.76820561289787 13.436374008655546 12.461150452494623 660.83002924919128 44.416121184825897 14763.424268934876 61.794146120548248 360.68308611214161 18.960055321455002 27.540241226553917 668.72691240906715 13.345316827297209 94.056084975600243 892.51564426720142 12.381618008017538 275.71590170264244 21.67971196770668 27.324975922703743 165.62102553993464 158.54153209924698 302.50052604079247 63.077069640159607 65.481097593903542 111.6581934094429 leaf_count=1298137 7057 1551 22571 959 304 727 450 107 51 2707 184 62417 263 1461 79 112 2721 54 425 3663 53 1137 89 113 744 702 1332 259 269 457 internal_value=-1.79866e-05 -0.000353796 -0.00164965 -1.46149e-05 -0.000968954 0.00113711 -0.00377402 -0.00107773 0.0056846 0.00657706 -0.00288677 0.000341917 0.00490557 -0.00668041 -0.0203223 0.015206 0.0029341 0.023229 -0.00331361 -0.00369968 -0.00167805 0.00301101 -0.00267479 -0.019886 0.00136301 0.00352082 -0.00537675 -0.00221431 0.00539515 0.0127759 internal_weight=325134 26652 5528.83 21123.1 5745.08 2738.15 1316.44 1137.32 1421.71 1355.36 3006.93 15378 614.61 726.56 63.3762 137.308 694.533 25.8065 1000.01 986.572 2280.37 399.756 1880.62 49.0047 385.957 324.163 663.184 1831.61 128.558 124.04 internal_count=1411155 113018 24122 88896 23811 11321 5484 4757 5837 5533 12490 65085 2668 3056 263 562 2826 105 4195 4088 9434 1647 7787 202 1709 1446 2793 7585 528 510 is_linear=0 shrinkage=0.03 Tree=420 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 1 0 2 0 0 2 0 2 2 2 0 2 2 1 3 1 2 0 1 0 2 2 0 3 split_gain=4.29798 9.06526 12.8526 21.4367 10.4989 10.1974 14.2613 11.4687 10.0706 14.8452 13.7251 13.3848 7.78427 7.5483 8.28206 28.6252 6.90545 6.51863 9.18142 9.2627 6.43688 12.9179 5.95078 7.64511 5.15669 15.2254 12.5218 16.4583 12.6185 7.11485 threshold=18.500000000000004 40.500000000000007 245.54091644287112 2471.414184570313 68532.378906250015 25.500000000000004 24.500000000000004 37.500000000000007 9188.5839843750018 26.500000000000004 28.500000000000004 4246.3449707031259 28.500000000000004 30553.010742187504 13578.460937500002 5975.3146972656259 29.500000000000004 29455.711914062504 8430.8989257812518 20.500000000000004 21.500000000000004 82.500000000000014 4905.5217285156259 35.500000000000007 11.500000000000002 22.500000000000004 5699.5627441406259 589.46820068359386 20.500000000000004 1.2994999885559084 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 2 -2 12 5 17 7 8 9 11 -10 -7 -4 14 15 16 -8 18 19 -5 -3 -22 23 -18 -1 26 27 -26 -29 -27 right_child=1 20 3 4 -6 6 13 -9 10 -11 -12 -13 -14 -15 -16 -17 22 -19 -20 -21 21 -23 -24 -25 25 29 -28 28 -30 -31 leaf_value=-1.1562876816789885e-06 0.025843538778772615 -0.00028598560669058362 -0.020559064312839593 0.02649270925789695 -0.013838707470454441 -0.033503581405217475 0.024604188799445429 0.013128626762477245 0.0070328232852515235 0.005512103870744735 -0.017908346389743087 0.0082774364281732373 -0.0039829764184938724 -0.0043965916980857264 0.015612447187932159 -0.02289870245373115 0.018439861215854007 0.019986997396593539 -0.0082542850532173577 0.0045614093514587039 0.026769094857322727 -0.01863455676837919 -0.0060973116533834882 0.0043303555304388596 0.025721866942465355 0.00038714650377965427 0.0061241974060255262 -0.013963109735410881 0.015116052765421266 -0.0033855854861481929 leaf_weight=319412.10098388477 22.464915841817856 1912.6199159920216 32.75313612818718 27.641773372888565 26.630937442183495 18.644646152853969 24.612639099359512 43.257767021656036 27.398979097604752 129.32394364476204 72.144476562738419 10.955660805106161 115.09852142632008 42.110457643866539 114.86893755197525 27.600925296545029 57.171760484576225 59.547282636165619 25.092416167259216 46.469993069767952 20.323855951428417 7.8056755489669731 24.433682069182396 87.396521508693695 13.650119274854658 620.49666719138622 376.47225116193295 85.106558620929718 15.946795195341108 1636.110636536032 leaf_count=1384055 129 8830 182 114 109 93 102 190 111 529 330 44 603 171 470 114 239 247 102 202 103 190 102 359 67 3475 1544 440 78 7993 internal_value=-1.8046e-06 0.00113298 0.00339946 0.0029018 0.00470562 0.00529447 0.00369602 -0.00116832 -0.00356109 0.0011255 -0.0110434 -0.0180396 -0.00765503 0.0075768 0.00907704 0.00568344 0.009758 0.0121405 0.00743068 0.0127412 -7.6458e-05 0.01417 0.00759587 0.00991018 -1.22886e-05 -0.00130635 0.00348022 -0.00519769 -0.00937425 -0.0023482 internal_weight=325136 2976.37 1035.62 1013.15 865.303 838.672 679.92 301.725 258.468 158.924 99.5435 29.6003 147.852 378.195 336.084 221.216 193.615 158.751 99.2042 74.1118 1940.75 28.1295 169.002 144.568 322160 2747.78 491.176 114.703 101.053 2256.61 internal_count=1411317 13665 4542 4413 3628 3519 2854 1297 1107 666 441 137 785 1557 1386 916 802 665 418 316 9123 293 700 598 1397652 13597 2129 585 518 11468 is_linear=0 shrinkage=0.03 Tree=421 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 1 0 2 0 0 2 0 2 2 2 0 2 2 1 3 1 2 0 2 0 2 1 0 2 split_gain=4.04558 8.54513 11.8756 20.2208 9.89295 9.60622 13.4403 10.7798 9.51988 14.0704 13.0075 12.8345 7.45117 7.11814 7.81539 26.9662 6.53408 6.17614 8.64419 8.75662 6.08333 12.1842 5.61063 7.24055 5.09472 4.88887 6.28249 4.85645 14.3365 11.7965 threshold=18.500000000000004 40.500000000000007 245.54091644287112 2471.414184570313 68532.378906250015 25.500000000000004 24.500000000000004 37.500000000000007 9188.5839843750018 26.500000000000004 28.500000000000004 4246.3449707031259 28.500000000000004 30553.010742187504 13578.460937500002 5975.3146972656259 29.500000000000004 29455.711914062504 8430.8989257812518 20.500000000000004 21.500000000000004 82.500000000000014 4905.5217285156259 35.500000000000007 39196.445312500007 32.500000000000007 19525.543945312504 11.500000000000002 22.500000000000004 5699.5627441406259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 -2 12 5 17 7 8 9 11 -10 -7 -4 14 15 16 -8 18 19 -5 -3 -22 23 -18 -19 -16 -27 -1 29 -29 right_child=1 20 3 4 -6 6 13 -9 10 -11 -12 -13 -14 -15 25 -17 22 24 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-1.1215666789119286e-06 0.024728362910715403 -0.00027741470081623932 -0.020158375296998862 0.025760853779672282 -0.013441368605596291 -0.033000909486109488 0.023948761410580503 0.012701550250114742 0.0068167384749924058 0.0053461760881070982 -0.017477260638485297 0.0080322473131355029 -0.0038704368577975484 -0.0042627997018687544 0.022409850871714831 -0.022229745335571007 0.017950272504018192 0.025728488179449234 -0.0080043635282484229 0.0044226577800682253 0.02598841208173577 -0.018347149067139266 -0.0059073141071063354 0.0042030075473377298 0.0071545175248960979 0.014324117322453039 -0.0093256923122853573 -0.0050564778621362116 -0.0022794160649805837 0.0059444260413533401 leaf_weight=319412.10959724407 22.768908068537712 1912.561105363071 32.4073336571455 27.575256362557411 26.596157923340797 18.365031868219379 24.528921827673912 43.369162008166313 27.419163227081299 129.33738920092583 71.712854102253914 10.951450020074843 114.894990041852 42.128889918327332 48.502944126725197 27.578894466161728 56.972224071621895 39.287712499499321 25.099492073059082 46.489755287766457 20.306602276861671 7.6918502962216726 24.46251280605793 87.344044595956802 20.085822373628616 53.67497992515564 12.455058664083479 114.40455643832684 2255.0018297955394 376.22557964920998 leaf_count=1384055 129 8830 182 114 109 93 102 190 111 529 330 44 603 171 198 114 239 164 102 202 103 190 102 359 83 221 51 585 11468 1544 internal_value=-1.75222e-06 0.00109954 0.00330232 0.00281989 0.00457158 0.00514372 0.00359083 -0.00113635 -0.0034644 0.00109271 -0.0107577 -0.0176726 -0.00745387 0.00736051 0.00881996 0.00552153 0.00948076 0.0117926 0.0072109 0.0123671 -7.41847e-05 0.0138084 0.0073781 0.00963006 0.019445 0.0151757 0.00986987 -1.19208e-05 -0.00126824 0.00337925 internal_weight=325132 2974.57 1034.01 1011.24 863.938 837.342 678.804 301.155 257.786 158.654 99.132 29.3165 147.302 377.648 335.52 220.887 193.308 158.538 99.1645 74.065 1940.56 27.9985 168.779 144.316 59.3735 114.633 66.13 322158 2745.63 490.63 internal_count=1411317 13665 4542 4413 3628 3519 2854 1297 1107 666 441 137 785 1557 1386 916 802 665 418 316 9123 293 700 598 247 470 272 1397652 13597 2129 is_linear=0 shrinkage=0.03 Tree=422 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 1 0 2 0 0 2 0 2 2 2 0 2 0 1 0 1 0 0 2 2 1 0 2 2 split_gain=3.80821 8.05579 10.9833 19.0744 9.32267 9.05268 12.6677 10.1335 8.99917 13.3373 12.3272 12.3102 7.13135 6.71315 7.37644 25.4068 6.18479 5.88306 14.4456 6.21776 6.90404 6.01817 6.53047 7.6807 5.85664 8.13925 8.28171 5.54967 12.3652 38.5732 threshold=18.500000000000004 40.500000000000007 245.54091644287112 2471.414184570313 68532.378906250015 25.500000000000004 24.500000000000004 37.500000000000007 9188.5839843750018 26.500000000000004 28.500000000000004 4246.3449707031259 28.500000000000004 30553.010742187504 13578.460937500002 5975.3146972656259 29.500000000000004 28492.581054687504 90.500000000000014 73.500000000000014 82.500000000000014 50.500000000000007 95.500000000000014 94.500000000000014 29455.711914062504 8430.8989257812518 20.500000000000004 49.500000000000007 9879.8374023437518 4706.8647460937509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 12 5 24 7 8 9 11 -10 -7 -4 14 15 16 -8 18 19 27 -21 22 23 -19 25 26 -5 28 29 -3 right_child=1 17 3 4 -6 6 13 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.1563457158559253e-05 0.023680472989609097 -0.00089102450805775355 -0.019764262502742429 0.025055462096598577 -0.013056098391133104 -0.032512593884849561 0.023315033580324985 0.012290277842093139 0.0066076012055201428 0.005185331896868651 -0.01705633585768775 0.0077944880406496872 -0.0037609077775065027 -0.0041331716863499826 0.014752861078215726 -0.021584831351098562 0.0071667241913963816 0.0019698167714772646 -0.022484919169789157 -0.024181256273404544 0.0028451682800103842 0.011484402013580379 0.022600018520969187 -0.018599095096097709 0.018925073939607309 -0.0077623224284684138 0.0042882171573392323 0.0012222008341895155 0.0080142501587731584 -0.025025723464819394 leaf_weight=322155.52508056886 23.058625131845474 426.83137214183807 32.067153245210648 27.502147182822227 26.560100555419922 18.085875913500789 24.441111326217651 43.474186226725578 27.438103422522545 129.34866173565388 71.284704193472862 10.947010099887846 114.69691224396229 42.146389529109001 114.38633987307549 27.551223993301392 168.55241766571999 151.12692235410213 26.988998293876648 20.337686687707901 14.623596057295797 72.586614242289215 12.053338516503571 18.319397702813148 59.178233459591866 25.105574652552605 46.508551388978958 1041.4577192440629 86.772901371121407 69.272523514926434 leaf_count=1397652 129 2194 182 114 109 93 102 190 111 529 330 44 603 171 470 114 700 647 160 85 68 510 56 84 247 102 202 4532 365 422 internal_value=-1.70072e-06 0.00106714 0.00320821 0.00274049 0.00444174 0.00499769 0.00348884 -0.00110528 -0.00337035 0.00106088 -0.0104794 -0.0173146 -0.00725755 0.00715093 0.00857087 0.00536456 0.00921178 -7.1978e-05 -0.000713196 -0.000359072 -0.0128767 0.00418357 0.00126377 -0.000253956 0.0114571 0.00699825 0.0120053 -8.96503e-05 -0.00243361 -0.00426103 internal_weight=325128 2972.7 1032.33 1009.27 862.511 835.951 677.656 300.579 257.104 158.382 98.7228 29.0329 146.764 377.077 334.931 220.545 192.994 1940.37 1686.28 1659.3 34.9613 254.086 181.5 169.446 158.295 99.1163 74.0107 1624.33 582.877 496.104 internal_count=1411317 13665 4542 4413 3628 3519 2854 1297 1107 666 441 137 785 1557 1386 916 802 9123 7826 7666 153 1297 787 731 665 418 316 7513 2981 2616 is_linear=0 shrinkage=0.03 Tree=423 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 1 0 2 0 0 1 0 2 2 2 0 1 1 2 0 1 0 0 3 2 0 1 1 2 split_gain=3.585 7.59383 10.1674 17.9923 8.78532 8.53069 11.9386 9.52703 8.51444 13.5009 11.1807 10.3739 6.82426 6.33077 6.97142 21.037 5.85691 5.72055 5.57221 5.53961 13.8758 5.67475 6.12405 7.24602 5.3973 5.29628 6.87121 5.24868 5.02702 5.25705 threshold=18.500000000000004 40.500000000000007 245.54091644287112 2471.414184570313 68532.378906250015 25.500000000000004 24.500000000000004 37.500000000000007 6860.8740234375009 26.500000000000004 29.500000000000004 23.500000000000004 28.500000000000004 30553.010742187504 14106.575683593752 5975.3146972656259 29.500000000000004 23.500000000000004 19.500000000000004 28492.581054687504 88.500000000000014 50.500000000000007 95.500000000000014 94.500000000000014 1.0205000042915346 4905.5217285156259 35.500000000000007 22.500000000000004 73.500000000000014 20724.130859375004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 12 5 17 7 8 9 11 -10 -7 -4 14 15 16 -8 -5 -11 20 24 22 23 -21 -3 26 -18 -12 29 -26 right_child=1 19 3 4 -6 6 13 -9 10 18 27 -13 -14 -15 -16 -17 25 -19 -20 21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-1.1216569083665204e-05 0.022693973013694611 0.006758945914378086 -0.019376518746120081 0.012927131143933771 -0.012682430958926157 -0.0007711253314193632 0.0227017615059012 0.011894055181038501 0.0039564171592620162 0.020233288265827747 -0.021466614568338933 -0.038246935811297088 -0.0036543164815893842 -0.0040075722075946594 0.014474715331714244 -0.017792144746796489 0.017285159855372819 -0.007002186146660469 0.002737112902908418 0.0019112379305654076 -0.018057348054991519 0.011156423885762892 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17.4123 28.2354 15.7784 21.7715 18.1409 14.8368 14.5964 threshold=42.500000000000007 39.500000000000007 472.45382690429693 1395.3037719726565 1061.0313110351565 723.02862548828136 342.01971435546881 317.43702697753912 156.82556152343753 173.86003112792972 134.73744964599612 79162.558593750015 17918.074218750004 15423.644531250002 4905.5217285156259 8598.4760742187518 12411.391601562502 7019.5273437500009 -4.4999999999999991 2554.751831054688 13578.460937500002 18.500000000000004 7.5000000000000009 2871.6833496093755 1.0000000180025095e-35 -8.4999999999999982 46.500000000000007 -3.4999999999999996 1.0000000180025095e-35 9416.2739257812518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 4 5 -4 7 8 10 -10 -3 12 13 14 19 17 29 18 -16 -5 -18 -22 -20 24 -21 26 -2 -27 -7 -17 right_child=25 2 3 11 -6 28 -8 -9 9 -11 -12 -13 -14 -15 15 16 20 -19 22 23 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=3.8077109170658697e-07 0.0091845616172217797 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393.72009216248989 417.53228113055229 362.32104486227036 334.1918346658349 16.525087401270866 27.053768612444401 3223.036126807332 340.51336266100407 5488.8466644585133 1572.2571683302522 118049.86878318246 156.46032339334488 644.61874949932098 leaf_count=810501 1965 1254 2128 4481 3127 792 1753 131 276 16924 235 195 3878 690 305 768 877 1667 1733 1619 1355 68 158 13511 1364 24385 7961 503926 654 2636 internal_value=-1.60398e-06 7.64776e-05 0.00102072 0.00222987 0.00787927 0.00313705 -0.00150409 -0.000642213 -0.000875008 -0.00152177 0.00666222 0.00116504 0.00126625 0.000742502 0.00107764 -0.00108314 0.00393017 -0.00875083 -0.00392714 0.00207969 -0.00323982 0.00161986 -0.00061379 0.00328577 0.00756423 -0.000125844 0.00256204 -0.00016795 -0.00512133 0.00881724 internal_weight=325123 199649 14889.9 10068.1 1596.74 857.712 4821.73 4408.07 4376.82 4030.93 345.891 8471.4 8425.91 7467.54 7297.97 2312.15 1398.07 914.087 520.367 4985.82 566.676 350.717 444.586 3925.87 702.834 125474 1935.23 123539 346.753 831.389 internal_count=1411317 873080 62579 42006 6701 3574 20573 18820 18689 17200 1489 35305 35110 31232 30542 9567 5704 3863 2196 20975 2300 1423 1891 16494 2983 538237 9926 528311 1446 3404 is_linear=0 shrinkage=0.03 Tree=425 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 2 2 0 2 0 2 2 0 0 0 2 2 2 0 2 0 2 0 2 2 3 0 3 2 2 split_gain=5.74016 16.7523 13.9097 14.5767 20.6548 19.1872 11.8002 20.3279 47.4829 22.6528 20.7232 16.1693 15.1123 14.38 13.4132 32.99 26.3244 49.4541 19.0488 20.6772 29.0066 18.9022 16.5129 26.6472 13.5594 13.4091 15.4639 21.2001 32.9214 30.2747 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 63.500000000000007 1099.1130981445315 1768.4891357421877 3755.7348632812505 80.500000000000014 8998.0522460937518 85.500000000000014 5832.3920898437509 6860.8740234375009 81.500000000000014 73.500000000000014 84.500000000000014 42366.021484375007 42366.021484375007 32790.857421875007 89.500000000000014 64691.324218750007 92.500000000000014 20123.864257812504 90.500000000000014 55938.710937500007 12411.391601562502 12.393000125885012 66.500000000000014 2.9229999780654912 1443.1333007812502 2102.052612304688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -6 25 10 9 11 13 -9 -13 -8 16 -16 17 21 -17 20 22 24 23 -20 -10 26 -3 28 -28 -30 right_child=1 6 -4 4 5 -7 7 8 14 -11 -12 12 -14 -15 15 18 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-7.3169587252625235e-05 -0.0012329602913224509 0.00030669622789804128 0.0024068066165159083 0.00081617595923750012 -0.029407905976196441 -0.0074026646311834195 0.003369231888532095 -0.004835441974254698 0.0036819424459195436 -0.0012672614885740462 0.00072232726881526739 -0.0068983730843481389 -0.019877947139055271 -0.001834255529020453 -0.0032334234635433227 0.0053354104991455561 -0.0019779910279723242 0.022563090196237503 -0.030081166892744687 0.0010853800568430675 0.0028563108036686333 -0.0061228759055485978 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12.6946 17.6918 16.7644 16.3765 31.0208 28.5927 15.9554 15.3049 15.2518 15.2328 15.916 14.6091 22.051 15.5698 15.2931 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 63.500000000000007 1099.1130981445315 3755.7348632812505 3755.7348632812505 80.500000000000014 8998.0522460937518 85.500000000000014 5832.3920898437509 6860.8740234375009 81.500000000000014 73.500000000000014 6.5000000000000009 7.7119998931884775 66.500000000000014 1126.780944824219 2.9229999780654912 1443.1333007812502 2102.052612304688 71.500000000000014 1.0000000180025095e-35 92.500000000000014 890.76861572265636 640.43759155273449 68.500000000000014 3325.9851074218755 2471.414184570313 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -6 15 10 9 11 13 -9 -13 -8 -15 16 -3 -17 19 24 21 22 -21 -19 25 -18 27 28 -22 -29 right_child=1 6 -4 4 5 -7 7 8 -10 -11 -12 12 -14 14 -16 17 18 23 -20 20 26 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-7.0974342196221841e-05 -0.0011954610643427569 0.0002974878753148573 0.0023364229004182819 0.00079185684741347345 -0.016825462100721205 -0.0052421906453235202 0.0032685496805986499 -0.0046923682000591452 0.00039741016478510598 -0.0012294434668136992 0.00070070444871478724 -0.0066914134255518214 -0.01930571334615196 -0.0006134513294332463 -0.020581380413335314 0.011474441046545217 -0.0011991763467664599 -0.002358550272896956 5.1973911807775509e-05 -0.027197107755026744 0.005579857602810369 -0.0037525492334596396 -0.01179989023512611 0.0064707593498610138 0.0035306512619333228 -0.011301688047974425 -0.0059831885256364835 -0.012279934440689647 -0.018015313025186833 0.0083717173983129303 leaf_weight=241560.91989295778 2739.0834756717086 36698.87267806381 658.33450097590685 302.08272747695446 171.98945243656635 443.53948504477739 4887.7813204675913 276.16810694336891 6333.413452681154 437.1640013679862 16515.664713725448 135.41266569495201 199.68823359906673 498.89648234844208 30.92883874475956 189.90856984257698 3733.3270342946053 408.09005911648273 6287.1981112584472 91.237584426999092 37.953937545418739 111.42901107668877 159.97961512207985 309.71307128667831 607.31066271662712 145.83410514891148 754.29078531637788 37.192434936761856 74.724629804491997 243.94483835995197 leaf_count=1055637 12656 157694 2990 1304 740 2095 19981 1130 27258 1879 67804 547 812 2015 126 841 15874 1780 27017 366 154 469 696 1387 2530 609 3314 153 305 1048 internal_value=9.30407e-07 0.000208894 -0.00155643 -0.00225728 -0.00542682 -0.00847876 0.000305066 0.000768489 -0.000552384 -0.00628994 0.00121304 -0.00990907 -0.0142083 0.00277491 -0.00177909 3.27671e-05 -3.23761e-05 0.00354812 -0.00101782 -0.00213934 -0.0058575 -0.013201 -0.0173919 0.00145106 -0.000887309 -0.00157897 -0.00353796 0.00114548 -0.0100677 0.00563965 internal_weight=325082 83521.2 4315.03 3656.7 917.612 615.529 79206.1 29315.1 7381.85 1048.43 21933.3 611.269 335.101 5417.61 529.825 49891 48983.3 907.712 12284.4 5997.22 1510.75 362.646 251.217 717.803 4486.47 3879.16 1148.11 393.816 112.679 281.137 internal_count=1411211 355574 19785 16795 4139 2835 335789 121552 31626 4368 89926 2489 1359 22122 2141 214237 210229 4008 52535 25518 6505 1531 1062 3167 19013 16483 4974 1660 459 1201 is_linear=0 shrinkage=0.03 Tree=427 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 1 1 0 2 0 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 0 1 split_gain=5.0821 14.818 12.3018 13.1669 16.7035 21.0926 14.2502 12.589 11.7106 10.7243 10.5621 18.8324 17.9928 74.0012 40.93 28.8984 43.4216 23.3119 17.9763 40.757 17.2815 15.7818 12.5589 31.8418 21.8813 21.1282 19.3182 27.351 17.9096 18.2726 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 -8.4999999999999982 7700.5261230468759 1126.780944824219 -19.499999999999996 -21.499999999999996 65.500000000000014 55938.710937500007 45.500000000000007 -7.4999999999999991 269.37811279296881 1006.7319946289064 844.91958618164074 417.75494384765631 472.45382690429693 173.86003112792972 1.0000000180025095e-35 302.06753540039068 286.97653198242193 151.73783874511722 3673.103149414063 5975.3146972656259 2243.352905273438 4.5000000000000009 8796.4672851562518 13836.183105468752 47.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 -2 -7 -6 -5 -10 -1 -12 17 14 15 18 -17 21 19 -14 -20 -13 24 25 -15 -24 -25 -28 -26 -30 right_child=1 -3 -4 8 7 6 -8 -9 9 -11 11 12 13 22 -16 16 -18 -19 20 -21 -22 -23 23 26 28 -27 27 -29 29 -31 leaf_value=8.8044333052290078e-07 0.004191447612036929 0.00029592296027090213 0.0022680514125028536 -0.0023317878093825342 0.024977238088440674 -0.013938139397297981 -0.0024017845787863159 0.0048021340009760591 -0.0063613983209884007 -0.025936010981737062 0.0046886899058503411 0.00073775605756482064 0.0061603211633036396 -0.0017028789345173601 -0.01210954828714908 0.014274603875602811 -0.0029815385795076044 0.0031913288288633315 -0.023539024436677779 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12033 9561 internal_value=9.02446e-07 0.00020263 -0.00150894 -0.00218794 0.000550648 -0.00144064 -0.00538398 0.00739172 -0.00337045 -0.00734084 -6.8845e-05 -0.000633228 -0.000753129 -0.00123333 -0.00599434 -0.0036265 -0.000696733 0.000545061 -0.00846715 -0.00392167 -0.0136146 -0.000585282 -0.000495611 -0.00169978 7.61071e-05 -0.00536102 -0.000218906 -0.00163292 0.00107047 -9.07803e-05 internal_weight=325081 83520 4317.12 3659.28 1103.55 854.75 502.748 248.799 2555.73 529.95 241561 26561.7 25976.4 18962.3 2544.02 1833.91 1142.45 7014.17 691.461 367.202 324.259 4914.82 16418.3 5285.6 11132.7 1522.19 3763.41 2626.63 7141.13 4470.38 internal_count=1411211 355574 19785 16795 5527 4145 2395 1382 11268 2292 1055637 117698 114643 84754 11818 8357 5041 29889 3316 1479 1837 21180 72936 23417 49519 7396 16021 10883 32654 21594 is_linear=0 shrinkage=0.03 Tree=428 num_leaves=31 num_cat=0 split_feature=0 0 1 0 1 2 2 1 1 0 2 0 2 0 2 2 0 0 0 0 2 2 0 2 2 1 2 0 1 1 split_gain=4.96265 4.9443 14.0117 11.5705 12.3708 15.7777 19.8263 13.2942 12.1985 10.978 10.3662 17.7722 42.1999 20.1196 18.3517 14.3542 13.6227 13.4722 13.3609 18.3715 28.0256 27.7082 15.0628 14.3309 14.9991 14.2934 13.516 25.0256 22.2414 29.9082 threshold=98.500000000000014 50.500000000000007 -3.4999999999999996 74.500000000000014 -8.4999999999999982 7700.5261230468759 1126.780944824219 -19.499999999999996 -21.499999999999996 65.500000000000014 3755.7348632812505 80.500000000000014 8998.0522460937518 85.500000000000014 5832.3920898437509 6860.8740234375009 92.500000000000014 81.500000000000014 66.500000000000014 74.500000000000014 1443.1333007812502 2102.052612304688 71.500000000000014 890.76861572265636 640.43759155273449 1.0000000180025095e-35 3673.091186523438 51.500000000000007 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -3 -8 -7 -6 16 14 13 15 -12 -13 18 -17 26 20 23 22 25 24 -20 -22 -4 -28 -29 -30 right_child=-2 2 10 -5 9 8 7 -9 -10 -11 11 12 -14 -15 -16 17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-6.6790186902584571e-05 -0.01218653341392935 0.0040731406962319638 0.00056556430474242439 0.0022016369568151079 -0.0022602351337030228 0.024693171462202131 -0.013446852257808657 -0.0023275488384393011 0.0046678310702688419 -0.0071058130940440068 0.0026831329589912471 -0.0045622764218887328 0.00038950954892472475 -0.0011962565042005486 0.00067086843161973391 -0.0064996772494259379 0.0061014299717371085 -0.018761193169891773 -0.0011722249591057349 0.00021612143258014881 -0.026376432842501945 -0.0033091499473803755 -0.00365088696090056 0.0034145786663672419 -0.010985258326127553 -0.011490750102240597 0.0018639792083202629 0.00055798508358374528 -0.0054432933628225525 0.00081697038400014037 leaf_weight=241548.7002778087 30.067206701263785 351.36964882910252 29440.647856995463 657.36375479400158 2027.1873373538256 31.342030555009842 130.65851299464703 373.12942257523537 216.41740214824677 531.0283225774765 5416.9014092832804 276.06060169637203 6317.7511370331049 437.03819189965725 16514.152926161885 135.41001591086388 330.25561088323593 199.41792838275433 3732.8665703088045 6854.9778710603714 91.283970952033997 1142.699963003397 111.36772096157074 607.53376784920692 145.6543382704258 159.48609125614166 2118.8142812103033 1908.1858131438494 2243.0141648203135 989.96209590882063 leaf_count=1055637 373 1750 122504 2990 8976 298 623 1772 1084 2292 22122 1130 26986 1878 67804 547 1466 812 15874 29504 366 4929 469 2530 609 696 9616 7723 12630 5221 internal_value=8.72348e-07 1.99972e-06 0.000201014 -0.00146304 -0.00212104 0.000534845 -0.00139652 -0.00521136 0.00720107 -0.00326607 0.00029178 0.00073968 -0.000535306 -0.00611084 0.00116789 -0.0096268 2.8691e-05 -0.0138024 -1.17873e-05 -0.000844485 -0.00205807 -0.00560081 -0.012832 -0.000869659 -0.00154074 -0.0169094 0.000279672 -0.000879679 -0.00201042 -0.00352635 internal_weight=325071 325041 83492 4318.5 3661.13 1102.92 855.158 503.788 247.759 2558.22 79173.5 29296.7 7365.68 1047.93 21931.1 610.889 49876.8 334.828 49546.5 12845.9 5990.89 1504.84 362.138 4486.05 3878.52 250.77 36700.6 7259.98 5141.16 3232.98 internal_count=1411211 1410838 355201 19785 16795 5527 4145 2395 1382 11268 335416 121279 31353 4367 89926 2489 214137 1359 212671 54977 25473 6460 1531 19013 16483 1062 157694 35190 25574 17851 is_linear=0 shrinkage=0.03 Tree=429 num_leaves=31 num_cat=0 split_feature=0 0 1 0 0 2 2 0 1 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 2 2 2 0 2 split_gain=4.69993 4.65236 13.1791 10.8831 11.7355 17.8421 17.153 9.94528 17.7506 16.9422 69.8399 38.7764 27.3394 40.8431 21.9333 17.1977 38.5758 16.7446 14.855 11.8249 30.0405 20.5919 20.2698 18.1704 25.7521 17.4464 18.7787 23.8503 35.7232 19.0156 threshold=98.500000000000014 50.500000000000007 -3.4999999999999996 74.500000000000014 63.500000000000007 1099.1130981445315 1768.4891357421877 45.500000000000007 -7.4999999999999991 269.37811279296881 1006.7319946289064 844.91958618164074 417.75494384765631 472.45382690429693 173.86003112792972 1.0000000180025095e-35 294.42443847656256 286.97653198242193 151.73783874511722 3673.103149414063 5975.3146972656259 2243.352905273438 4.5000000000000009 8796.4672851562518 13836.183105468752 1921.9818115234377 1707.8798828125002 1443.1333007812502 47.500000000000007 1338.8272094726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 -3 -6 -7 -1 -9 14 11 12 15 -14 18 16 -11 -17 -10 21 22 25 -21 -22 -25 26 27 29 -29 -12 right_child=-2 2 -4 -5 5 6 -8 8 9 10 19 -13 13 -15 -16 17 -18 -19 -20 20 23 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=2.8577579766442969e-06 -0.011897205565390725 -0.001072199556623351 0.00028304968778901038 0.0021371255012582776 0.00098525758379928584 -0.027283071708085648 -0.0066182418388697059 0.0045597159854823942 0.00071758304956334902 0.0091978134548212857 -0.00025222551449192694 -0.0117923549371144 0.01384097828586703 -0.0028917766732819241 0.0030974526929856486 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3630 3461 636 4405 8709 672 949 1165 8051 6471 5138 32654 925 5299 5584 6677 3947 716 1663 232 internal_value=8.45683e-07 1.93936e-06 0.000195001 -0.00141861 -0.0020563 -0.00498644 -0.00790644 -6.47864e-05 -0.000612589 -0.000728928 -0.00119512 -0.00582619 -0.00352167 -0.000674154 0.000530743 -0.00824095 -0.00380285 -0.0133024 -0.000565792 -0.00047893 -0.00164772 7.58455e-05 -0.0052082 -0.000210353 -0.00158235 -0.0016499 -5.90607e-06 -0.00221642 -0.00707825 0.000926201 internal_weight=325063 325033 83484.1 4319.73 3662.83 920.891 618.474 241549 26548.8 25964.8 18951.1 2538.25 1831 1141.96 7013.69 689.038 367.125 321.913 4914.25 16412.9 5282.91 11130 1519.35 3763.56 2625.96 3991.25 2365.88 1404.9 551.575 853.321 internal_count=1411211 1410838 355201 19785 16795 4139 2835 1055637 117698 114643 84754 11818 8357 5041 29889 3316 1479 1837 21180 72936 23417 49519 7396 16021 10883 16865 10188 6241 2379 3862 is_linear=0 shrinkage=0.03 Tree=430 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 0 0 0 2 2 0 0 1 0 2 0 0 1 0 2 0 2 1 2 0 1 0 2 1 2 split_gain=3.56797 9.77827 18.45 11.1285 15.0631 10.4342 9.61263 16.465 8.43006 8.09599 11.6727 8.2109 11.6695 10.5548 8.05943 29.1819 44.0896 7.89592 8.0545 8.79904 9.49377 7.5682 6.68405 6.29808 6.51246 16.2669 6.27333 32.4598 17.9263 6.35594 threshold=151.73783874511722 35.500000000000007 49.500000000000007 1.0000000180025095e-35 71.500000000000014 76.500000000000014 68.500000000000014 65.500000000000014 134.73744964599612 87.470542907714858 20.500000000000004 13.500000000000002 1.0000000180025095e-35 18.500000000000004 134.73744964599612 52.500000000000007 53.500000000000007 -2.4999999999999996 59.500000000000007 112.33882141113283 57.500000000000007 142.00050354003909 16.500000000000004 67.829120635986342 55.500000000000007 1.5000000000000002 43.500000000000007 134.73744964599612 -1.4999999999999998 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 22 4 6 23 7 14 9 11 -11 12 -1 -13 17 -16 -17 -4 19 20 -19 -8 26 24 -5 -26 27 29 -29 -3 right_child=-2 2 3 5 -6 -7 21 -9 -10 10 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.024215932999706469 -2.3013951167830467e-05 0.0058742898027777102 -0.0094711981903705007 -0.00047967427755467751 0.016611245880420993 -0.020136317324270566 -0.016363484461214311 0.01216129741636917 -0.0057476355482212462 0.015941811842058347 0.00017058838332186492 -0.032742899940898254 -0.012743429772369875 -0.0062290838849343158 0.00068667786003107057 0.045140278396276337 0.0013839871806696304 0.0010383201014339297 0.0050966580035190718 -0.013140234927306203 -0.014309070460445134 0.0070206785924013752 -0.01109464567999816 -0.0021829591136422076 -0.00064716278810333233 0.024615084730019811 0.0019834415707333298 -0.0068567965764460082 0.031034545746644888 0.00061015036506294521 leaf_weight=17.496014121919874 316142.20432839659 407.82523532211781 109.98892815411091 222.45418421924114 56.10657511651516 27.475554890930653 49.077269598841667 116.6389395147562 363.8542385622859 45.380998313426971 609.48566301912069 15.083311468362806 13.71603090316057 129.79053281247616 1091.596283480525 34.411181911826134 52.109781131148338 278.90723441541195 155.98887172341347 64.013100773096085 41.698866680264473 16.693331986665726 31.569918744266033 1930.0913740843534 61.323642462491989 36.651490196585655 2434.5516982227564 13.819072380661963 60.142634049057961 418.01080705225468 leaf_count=165 1372664 1758 487 954 250 166 202 494 1570 212 2598 101 94 567 4464 139 210 1151 645 257 170 67 189 8742 247 151 10442 61 253 1812 internal_value=-6.33161e-06 0.000585856 0.000977148 -0.000314386 0.00127934 -0.00176066 0.000851613 0.00123298 -0.0019395 -0.000272011 0.0012635 -0.00598262 0.00797426 -0.00898953 0.000535948 0.00201595 0.0187868 -0.00214408 -0.000653343 -0.00298535 -0.000957802 -0.0104283 0.00264445 -0.00153632 0.00235867 0.00880318 0.00277453 0.00491497 0.0239549 0.00320976 internal_weight=325048 8905.95 7711.15 4345.23 2067.23 2278 2011.12 1945.35 1194.81 830.953 654.867 176.086 31.212 144.874 1828.71 1178.12 86.521 650.597 540.608 384.619 320.606 65.7706 3365.92 2250.52 320.429 97.9751 3334.35 899.798 73.9617 825.836 internal_count=1411282 38618 33311 18796 8536 10260 8286 8017 5307 3737 2810 927 259 668 7523 4813 349 2710 2223 1578 1321 269 14515 10094 1352 398 14326 3884 314 3570 is_linear=0 shrinkage=0.03 Tree=431 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 0 0 0 2 2 0 0 1 0 2 0 0 1 0 2 0 2 1 2 0 1 0 2 1 2 split_gain=3.35814 9.20556 17.3567 10.4779 14.2351 9.93649 9.03343 15.5419 7.93594 7.64504 11.0037 7.75569 11.1707 10.2257 7.5834 27.514 41.7392 7.40341 7.58241 8.28715 8.91821 7.10316 6.31115 5.92863 6.11931 15.2466 5.9036 30.4139 16.8046 5.9857 threshold=151.73783874511722 35.500000000000007 49.500000000000007 1.0000000180025095e-35 71.500000000000014 76.500000000000014 68.500000000000014 65.500000000000014 134.73744964599612 87.470542907714858 20.500000000000004 13.500000000000002 1.0000000180025095e-35 18.500000000000004 134.73744964599612 52.500000000000007 53.500000000000007 -2.4999999999999996 59.500000000000007 112.33882141113283 57.500000000000007 142.00050354003909 16.500000000000004 67.829120635986342 55.500000000000007 1.5000000000000002 43.500000000000007 134.73744964599612 -1.4999999999999998 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 22 4 6 23 7 14 9 11 -11 12 -1 -13 17 -16 -17 -4 19 20 -19 -8 26 24 -5 -26 27 29 -29 -3 right_child=-2 2 3 5 -6 -7 21 -9 -10 10 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.023924180065937415 -2.2323507192596918e-05 0.0057011017156428211 -0.0091636048604541963 -0.00046533895021608462 0.016174929975695116 -0.019732335544017404 -0.015838777441630921 0.011829366150956552 -0.0055788040177733962 0.015490114055330096 0.00016547068145882939 -0.032354984404128567 -0.012463194963101181 -0.0060430755612981765 0.00066611888978157778 0.043970520781329889 0.0013425856842669594 0.0010073384233034125 0.0049481142813156583 -0.012755128017630299 -0.013857457956119264 0.0068124416777969668 -0.010822964903902591 -0.0021189260187417761 -0.00062778184937667327 0.023807913762787448 0.0019237303257232264 -0.0066384924180923838 0.030009868689502377 0.00059186502685039399 leaf_weight=17.182858958840374 316142.36764871399 407.61105670034885 110.2661749869585 222.428396448493 55.894688129425049 27.201121993362904 49.180394500494003 116.31937776505947 363.62316013872623 45.304368793964386 609.48501338064671 14.810372442007063 13.605400897562502 129.7722395285964 1091.5284965485334 34.268934771418571 52.105290547013283 278.86151704192162 155.85363674163818 63.968113526701927 41.765056490898132 16.687577873468399 31.394223242998123 1928.7857245355844 61.320366382598877 36.755637481808662 2434.8110596165061 13.844901040196417 60.327367022633553 417.99744029343128 leaf_count=165 1372664 1758 487 954 250 166 202 494 1570 212 2598 101 94 567 4464 139 210 1151 645 257 170 67 189 8742 247 151 10442 61 253 1812 internal_value=-6.14179e-06 0.000568468 0.000948078 -0.00030507 0.00124142 -0.00170904 0.000826312 0.00119635 -0.00188297 -0.000264132 0.00122577 -0.00582704 0.00784452 -0.00873835 0.000519978 0.00195591 0.0182552 -0.00207929 -0.000633899 -0.00289596 -0.000928961 -0.0101001 0.00256504 -0.00149108 0.00228725 0.00852991 0.00269108 0.00476754 0.0231691 0.00311435 internal_weight=325045 8902.96 7709.18 4343.19 2066.7 2276.49 2010.8 1944.94 1193.78 830.16 654.789 175.371 30.7883 144.583 1828.62 1177.9 86.3742 650.714 540.448 384.595 320.627 65.868 3365.99 2249.29 320.504 98.076 3334.59 899.781 74.1723 825.608 internal_count=1411282 38618 33311 18796 8536 10260 8286 8017 5307 3737 2810 927 259 668 7523 4813 349 2710 2223 1578 1321 269 14515 10094 1352 398 14326 3884 314 3570 is_linear=0 shrinkage=0.03 Tree=432 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 0 2 2 0 0 1 0 1 2 0 1 0 2 1 2 1 2 1 0 1 2 2 0 2 2 split_gain=3.16071 8.66641 16.3283 9.8653 13.5272 9.46149 7.47076 7.21886 10.3735 7.32583 10.6924 9.90501 5.95877 5.58084 5.7509 14.2974 5.55616 28.5145 15.7644 5.637 10.6708 8.27801 8.05281 7.99404 8.91468 6.80973 5.55477 5.30284 11.7781 5.09227 threshold=151.73783874511722 35.500000000000007 49.500000000000007 1.0000000180025095e-35 72.500000000000014 76.500000000000014 134.73744964599612 87.470542907714858 20.500000000000004 13.500000000000002 1.0000000180025095e-35 18.500000000000004 16.500000000000004 67.829120635986342 55.500000000000007 1.5000000000000002 43.500000000000007 134.73744964599612 -1.4999999999999998 87.470542907714858 -1.4999999999999998 112.33882141113283 2.5000000000000004 36.500000000000007 -3.4999999999999996 67.829120635986342 149.35324859619143 24.500000000000004 112.33882141113283 149.35324859619143 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 12 4 29 13 7 9 -9 10 -1 -11 16 14 -5 -16 17 19 -19 22 23 -22 25 -21 -25 -3 -8 28 -10 -4 right_child=-2 2 3 5 -6 -7 26 8 27 11 -12 -13 -14 -15 15 -17 -18 18 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.02363362875698018 -2.1653814674337069e-05 0.00057539881601755948 0.00035875978963693033 -0.00045143071590718136 0.019217665406983876 -0.019334944114188138 -0.0071825212301746509 0.015051748970233703 0.008110481192087151 -0.031972487745802268 -0.012187481706407507 -0.0058626827692975876 -0.01055688519804494 -0.002056733387942742 -0.0006089801244375634 0.023035806381023281 0.0018658255340690104 -0.0064276566802187844 0.029034063529895078 0.024748308432898207 -0.0033850754063007769 0.010716096667057392 -0.010689161184978929 -0.015549909733275864 0.012414586702025721 0.0092824330473838708 0.0023680010318258738 0.00077009432872677814 -0.031145377034852054 0.0052309917738863699 leaf_weight=16.876934662461284 316142.52610802243 116.26324446499348 1813.1942418068647 222.40336193144321 36.852004379034042 26.931507810950279 296.13689625263214 45.226289145648479 12.985087558627129 14.542004823684691 13.497452601790426 129.7526303306222 31.222569070756435 1927.5154037028551 61.317177399992943 36.846540600061417 2435.0588623508811 13.869676515460013 60.481805011630058 24.982911124825478 301.96087142825127 42.775441199541092 25.796640232205391 14.794714123010634 33.470488026738167 265.33794374763966 67.257400795817375 581.87161157280207 14.627684473991394 216.06897184252739 leaf_count=165 1372664 492 7482 954 173 166 1277 212 60 101 94 567 189 8742 247 151 10442 61 253 125 1277 178 112 76 156 1154 293 2473 65 881 internal_value=-5.95758e-06 0.000551603 0.000919885 -0.000296027 0.00120466 -0.00165892 -0.00182806 -0.000256478 0.00118917 -0.00567519 0.00771582 -0.00849403 0.00248804 -0.00144716 0.0022181 0.00826628 0.00261017 0.00462469 0.022419 0.00302176 0.000574127 -0.00163538 0.00553301 0.010973 0.00384264 0.00662964 -0.0054149 0.000160507 -0.0126851 0.000877538 internal_weight=325042 8899.92 7707.14 4341.13 2066.12 2275.01 1192.77 829.38 654.711 174.669 30.3744 144.295 3366.02 2248.08 320.567 98.1637 3334.79 899.734 74.3515 825.382 417.984 344.736 407.398 73.2481 48.2652 381.601 363.394 609.484 27.6128 2029.26 internal_count=1411282 38618 33311 18796 8536 10260 5307 3737 2810 927 259 668 14515 10094 1352 398 14326 3884 314 3570 1812 1455 1758 357 232 1646 1570 2598 125 8363 is_linear=0 shrinkage=0.03 Tree=433 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 0 0 0 2 0 0 2 1 0 2 0 2 0 0 1 0 2 1 2 0 1 0 2 1 2 split_gain=2.97497 8.15931 15.3656 9.28751 12.831 9.00816 8.46737 14.7158 7.04306 26.0042 39.5918 7.03237 6.94343 7.13839 7.80528 8.37908 6.81612 9.77958 6.9199 10.2336 9.59247 6.66715 5.62621 5.25346 5.40554 13.4134 5.23905 26.7409 14.7983 5.30942 threshold=151.73783874511722 35.500000000000007 49.500000000000007 1.0000000180025095e-35 71.500000000000014 76.500000000000014 68.500000000000014 65.500000000000014 134.73744964599612 52.500000000000007 53.500000000000007 134.73744964599612 -2.4999999999999996 59.500000000000007 112.33882141113283 57.500000000000007 87.470542907714858 20.500000000000004 13.500000000000002 1.0000000180025095e-35 18.500000000000004 142.00050354003909 16.500000000000004 67.829120635986342 55.500000000000007 1.5000000000000002 43.500000000000007 134.73744964599612 -1.4999999999999998 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 22 4 6 23 7 8 12 -10 -11 16 -4 14 15 -14 18 -18 19 -1 -20 -8 26 24 -5 -26 27 29 -29 -3 right_child=-2 2 3 5 -6 -7 21 -9 9 10 -12 -13 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.023344195304584113 -2.1004149173071618e-05 0.0053727263232192807 -0.0088786653683683853 -0.00043793602147227235 0.015402736651754704 -0.018943975010491821 -0.015345253217003687 0.011496598087457496 0.00060858538636326997 0.042858223269534729 0.00127645368991141 -0.0052556768664432894 0.00096656894254771837 0.0047933709088779615 -0.012392562856659965 -0.013433323715481272 0.01462622817363759 0.00015566950484342403 -0.031594998931662802 -0.011916256850048127 -0.0056877270041816794 0.006597729530025841 -0.010296319848905956 -0.0019963312901070422 -0.00059074185777386321 0.022296376662825849 0.0018096721756855696 -0.0062239944703872917 0.028103296517535833 0.00055776719193911654 leaf_weight=16.578144740313295 316142.67983904248 406.97183333337307 110.52063070237637 222.3790552765131 55.466428816318512 26.666755624115467 49.272332936525345 115.99193646013737 1091.3400385826826 34.095502272248268 52.097442910075188 363.17642204463482 278.80116322636604 155.71088406443596 63.920675694942474 41.823772817850113 45.147010564804077 609.42718373984098 14.278282880783079 13.392143703997133 129.73185611516237 16.681142881512642 31.054904729127884 1926.2795499265194 61.314071252942085 36.925207734107971 2435.2956301644444 13.8934468626976 60.608364552259445 417.61626669764519 leaf_count=165 1372664 1758 487 954 250 166 202 494 4464 139 210 1570 1151 645 257 170 212 2598 101 94 567 67 189 8742 247 151 10442 61 253 1812 internal_value=-5.779e-06 0.000535259 0.000892573 -0.000287285 0.00116878 -0.00161024 0.000776037 0.00113463 0.000477248 0.00186147 0.017725 -0.00177483 -0.0020274 -0.000625837 -0.00282019 -0.000911818 -0.000249088 0.00115373 -0.00552696 0.00758816 -0.00825638 -0.00979537 0.00241384 -0.00140452 0.00215112 0.00801184 0.00253222 0.00448932 0.0217018 0.00293417 internal_weight=325039 8896.46 7704.73 4339.29 2065.72 2273.56 2010.26 1944.3 1828.31 1177.53 86.1929 1191.73 650.777 540.256 384.546 320.625 828.555 654.574 173.98 29.9703 144.01 65.9535 3365.44 2246.9 320.618 98.2393 3334.39 899.09 74.5018 824.588 internal_count=1411282 38618 33311 18796 8536 10260 8286 8017 7523 4813 349 5307 2710 2223 1578 1321 3737 2810 927 259 668 269 14515 10094 1352 398 14326 3884 314 3570 is_linear=0 shrinkage=0.03 Tree=434 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 2 0 1 3 2 2 3 2 0 3 2 2 2 0 2 3 2 2 2 2 1 2 2 1 1 split_gain=2.88032 14.6987 18.8603 19.9178 48.2196 29.4228 23.7556 21.8652 21.458 48.6298 17.2663 15.3237 30.1168 27.5607 24.2555 56.2917 54.1607 39.4158 30.2795 67.7786 27.4984 24.1273 21.5432 19.07 17.4544 17.3265 17.7727 18.8994 16.9437 16.8985 threshold=16176.651367187502 5.4584999084472665 1.6674999594688418 33967.421875000007 1.4100000262260439 54303.691406250007 44.500000000000007 1.5000000000000002 1.532000005245209 18984.831054687504 17466.614257812504 2.0774999856948857 40758.552734375007 64.500000000000014 2.7749999761581425 19525.543945312504 20123.864257812504 50009.173828125007 29.500000000000004 23484.753906250004 2.6375000476837163 17466.614257812504 31791.298828125004 43957.078125000007 58108.183593750007 16.500000000000004 40758.552734375007 28492.581054687504 -3.4999999999999996 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 5 7 -7 -5 -2 10 -10 12 13 -4 15 20 29 18 19 -17 -13 -22 28 -24 -19 -18 27 -27 -21 -16 right_child=1 -3 11 4 -6 6 -8 -9 9 -11 -12 14 -14 -15 16 17 25 24 -20 22 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=4.1734944065640764e-05 0.00055302129926425737 0.00023171232402563566 -0.0053004577051589891 -0.00013833777245529871 0.0078564123118039786 -0.018722119835654777 -0.0029930786946114488 0.010721477425683572 -0.0096146225609381845 2.1704049881704931e-05 -0.025476594895172205 0.010435659228502186 0.0012702584138466566 0.0013072589367120221 -0.0044299718997230344 0.013315561680841312 -0.00098990409360698306 0.0081179860379713541 -0.0038318395136665634 -0.024687162864448269 -0.020525655948022265 0.0064230246755847681 0.0062992487068153132 -0.0097162666266888305 0.0016149982529917665 -0.010508395657871259 -0.00063323722702020844 0.02322307025766911 -0.0048732907079637655 -0.01235985967819403 leaf_weight=253735.40417677152 3976.3204072788358 37775.241476736497 2833.8197836726904 712.19397462904453 1031.5463820397854 113.93678899109364 357.79512239247561 217.91525991261005 174.84893283247948 622.17975551635027 95.495144367218018 705.66922357678413 1363.8760667219758 710.555460087955 509.5389571711421 338.3883427977562 13436.935760013759 488.33592412620783 2594.7589072883129 42.401288986206055 51.764310508966446 70.791065111756325 308.35393199324608 85.457630276679993 1552.1835915222764 18.361492797732353 108.48380881547928 80.444408282637596 462.8482571542263 460.37788306176662 leaf_count=1090512 16424 183630 11584 2948 4348 482 1501 890 715 2558 391 2855 5639 2935 2058 1359 54708 1985 10569 171 209 286 1242 344 6359 74 452 337 1862 1855 internal_value=-5.60548e-06 -0.000174074 -0.000631297 0.000717117 0.00293338 -0.000689234 -0.00679209 0.00240601 -0.000390545 -0.00459427 -0.0152176 -0.00100678 -0.00251804 -0.00397578 -0.000658781 0.000835737 -0.00134405 -0.000196856 -0.00199028 0.00187122 0.00815759 -0.00495942 -0.0024362 0.00282386 0.00317129 -0.000857121 0.00775012 0.0169546 -0.0065361 -0.00819395 internal_weight=325036 71300.8 33525.6 7302.23 2433.39 1401.84 471.732 930.109 4868.84 892.524 270.344 26223.3 4908.25 3544.38 21315.1 6700.95 14614.1 5872.73 3832.21 1237.45 828.225 122.555 899.061 393.812 2040.52 13644.2 207.29 98.8059 505.25 969.917 internal_count=1411282 320770 137140 30257 10169 5821 1983 3838 20088 3664 1106 106883 20158 14519 86725 27241 59484 23891 15547 4978 3350 495 3619 1586 8344 55571 863 411 2033 3913 is_linear=0 shrinkage=0.03 Tree=435 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 1 1 0 2 1 1 2 1 0 1 2 0 0 0 0 1 0 0 1 0 0 1 0 split_gain=6.97799 5.04454 6.37698 5.77871 8.14769 7.3363 6.79637 5.28011 13.2587 5.73714 5.2628 4.55439 4.32677 4.22635 8.09658 12.3242 8.23954 8.19989 5.6929 5.38304 8.91128 8.41005 6.71129 7.46796 6.49958 8.26828 7.42542 15.8805 12.6629 16.9756 threshold=94.500000000000014 1.0000000180025095e-35 99995.847656250015 95.500000000000014 3325.9851074218755 84255.890625000015 8226.4770507812518 56.500000000000007 95.500000000000014 97.500000000000014 21398.625000000004 8.5000000000000018 3.5000000000000004 134.73744964599612 -3.4999999999999996 41.500000000000007 -7.4999999999999991 67.829120635986342 53.500000000000007 46.500000000000007 40.500000000000007 66.500000000000014 -1.4999999999999998 35.500000000000007 32.500000000000007 2.5000000000000004 24.500000000000004 19.500000000000004 1.0000000180025095e-35 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 3 11 4 -2 -5 -6 9 -9 -4 -8 12 -3 14 15 16 -1 18 -17 20 22 -21 23 -16 25 26 27 28 -24 -30 right_child=1 2 7 5 6 -7 10 8 -10 -11 -12 -13 -14 -15 19 17 -18 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.025485788510770008 -0.029224019930384846 -0.0068361243910546434 -0.00010150452557614297 0.0091704217020555159 0.016354695883504234 -0.0028487882310524698 -0.019950583938771763 0.030128692993286219 -0.031624741713423783 -0.010938957731566883 -0.0016005699484418769 -0.022109732839306766 0.010071239066837901 -1.842688169295828e-05 0.0012377671165926475 -0.0061702212438172034 6.9343054620471303e-05 -0.014584125537766422 0.015132882260354232 -0.00054687974853380461 0.0051255488530162719 0.0048050701318268071 0.021195091205954943 0.014433415336849284 -0.0016450070084190972 0.016696185326496547 0.0043386553021788473 -0.019825094972845826 -0.013499478835246907 0.032247987534739488 leaf_weight=15.682884283363817 10.942071005702017 309.09222853183746 262.16792619228363 105.1925622522831 15.447974219918249 80.822022140026093 17.495604887604713 12.951402422040703 4.125962163321673 52.819931346923113 71.769009590148926 16.804247871041298 14.250486724078653 319812.2270997375 93.861775886267424 39.798567742109299 42.827461063861847 96.876411139965057 15.760895758867262 1925.52611528337 678.36711825430393 306.28424418717623 24.496074952185154 65.560826227068901 722.79840017855167 36.333826132118702 284.75422239303589 40.43625944852829 40.263905018568039 8.9168884605169279 leaf_count=93 50 1527 1056 452 67 374 71 85 158 299 330 109 72 1387921 424 190 208 452 79 8277 2880 1388 204 314 3051 162 1188 187 253 37 internal_value=-1.3283e-05 -0.00254889 -0.0039953 0.000674156 -0.00459163 0.00394816 -0.00201764 -0.00103799 0.0152088 -0.00191882 -0.00519712 -0.00688235 -0.00609098 -5.66731e-06 0.000913703 -0.00482235 0.00688187 -0.00931484 -0.000127038 0.00119992 0.00233195 0.000187599 0.00089347 0.00666434 9.89915e-05 0.00299549 0.00174746 -0.00471853 0.00357244 -0.00520508 internal_weight=325225 973.881 672.212 301.669 115.655 186.015 104.713 332.065 17.0774 314.988 89.2646 340.147 323.343 324251 4438.55 210.946 58.5103 152.436 55.5595 4227.6 1995.79 2231.81 1317.42 159.423 1158 435.201 398.867 114.113 73.6769 49.1808 internal_count=1411958 4650 3306 1344 518 826 468 1598 243 1355 401 1708 1599 1407308 19387 1022 301 721 269 18365 8700 9665 5820 738 5082 2031 1869 681 494 290 is_linear=0 shrinkage=0.03 Tree=436 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 1 1 0 2 1 1 0 2 2 2 2 0 0 2 1 0 1 2 0 2 0 3 1 split_gain=6.57516 4.76059 6.02751 5.43615 8.06345 6.99636 6.17579 5.00187 12.5969 5.42039 4.9373 4.37994 4.0751 4.1807 9.78493 4.41808 4.44963 4.02356 7.24009 9.9647 8.5733 27.7527 8.99488 8.19028 7.92142 10.6459 6.69399 9.42761 18.5866 6.37778 threshold=94.500000000000014 1.0000000180025095e-35 99995.847656250015 95.500000000000014 3267.230346679688 3673.091186523438 8226.4770507812518 56.500000000000007 95.500000000000014 97.500000000000014 21398.625000000004 8.5000000000000018 3.5000000000000004 95.500000000000014 43957.078125000007 3267.230346679688 3673.091186523438 145.14741516113284 46.500000000000007 39.500000000000007 112.33882141113283 1.0000000180025095e-35 44.500000000000007 -7.4999999999999991 87.470542907714858 41.500000000000007 149.35324859619143 29.500000000000004 1.2994999885559084 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 3 11 4 -2 -5 -6 9 -9 -4 -8 12 13 14 15 -3 -17 18 19 23 24 -22 -23 -1 -21 -26 27 -19 -29 -25 right_child=1 2 7 5 6 -7 10 8 -10 -11 -12 -13 -14 -15 -16 16 -18 26 -20 20 21 22 -24 29 25 -27 -28 28 -30 -31 leaf_value=0.023743474457826218 -0.029643818428840948 0.0089972480128340752 -9.8458094846704653e-05 0.018166814065698523 0.015188786117110815 0.0014694041590386686 -0.019308430866828475 0.029288041390846547 -0.031574979955961979 -0.010647364883872919 -0.0015517266331892847 -0.021728624374830814 0.0097277103484714345 -0.0091414333500736931 0.022654268952976481 -0.022641982571151877 -0.0045658660267590395 -0.012973207882172356 -3.6925064337511613e-06 0.0041619264368004585 -0.0017004899663234157 0.029881245183629158 0.0087260754321195587 0.00017987551399825457 0.0077117960395673832 -0.017339237534014493 -1.2787310324800133e-05 -0.0025625824574405818 0.0157862780439962 0.022197878459970004 leaf_weight=13.600772574543951 10.404800981283186 16.173282474279404 262.16813015937805 26.30828745663166 16.024437591433525 159.57360409200191 17.53453166782856 12.923873867839577 4.0102365463972083 52.641232244670391 71.806670382618904 16.589297149330378 14.310194879770277 204.28449611738324 12.943756654858587 15.439862981438635 59.438991978764534 70.457240715622902 4382.9096058830619 647.80794113129377 80.839888110756874 55.824989542365074 26.759207710623741 1473.387650411576 26.025351479649544 36.935963645577431 316393.16044715513 977.89578944444656 52.344415217638016 11.936032652854918 leaf_count=80 47 69 1056 124 70 702 71 85 158 299 330 109 72 1058 55 66 279 311 18957 2795 342 233 114 6505 114 160 1373168 4246 225 58 internal_value=-1.28841e-05 -0.00247587 -0.00388324 0.000654333 -0.00444876 0.00383263 -0.00196076 -0.00100804 0.0148748 -0.00186241 -0.00503674 -0.0066954 -0.00592231 -0.00664877 -0.00175231 -0.00522189 -0.00829312 -5.49643e-06 0.000718954 0.00205361 0.00459915 0.010795 0.0230265 0.000569015 0.00317457 -0.00698428 -2.09122e-05 -0.00235639 -0.00163031 0.000356812 internal_weight=325222 972.576 670.923 301.652 115.77 185.882 105.366 331.743 16.9341 314.809 89.3412 339.18 322.591 308.28 103.996 91.0521 74.8789 324250 6756.03 2373.12 874.193 163.424 82.5842 1498.92 710.769 62.9613 317494 1100.7 1030.24 1485.32 internal_count=1411958 4650 3306 1344 518 826 471 1598 243 1355 401 1708 1599 1527 469 414 345 1407308 29358 10401 3758 689 347 6643 3069 274 1377950 4782 4471 6563 is_linear=0 shrinkage=0.03 Tree=437 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 1 1 0 2 1 1 0 2 2 2 2 0 0 1 2 1 0 1 0 0 2 2 0 split_gain=6.19723 4.49283 5.70003 5.11611 7.49634 6.78575 5.82613 4.73781 11.971 5.12084 4.63358 4.21017 3.83916 3.96229 9.17533 4.16343 4.22449 3.78565 6.81184 9.39796 8.46369 7.9544 22.5822 8.9636 7.21564 9.34319 10.8024 7.12244 6.30091 8.89473 threshold=94.500000000000014 1.0000000180025095e-35 99995.847656250015 95.500000000000014 3267.230346679688 84255.890625000015 8226.4770507812518 56.500000000000007 95.500000000000014 97.500000000000014 21398.625000000004 8.5000000000000018 3.5000000000000004 95.500000000000014 43957.078125000007 3267.230346679688 3673.091186523438 145.14741516113284 46.500000000000007 40.500000000000007 -3.4999999999999996 112.33882141113283 1.0000000180025095e-35 44.500000000000007 1.0000000180025095e-35 35.500000000000007 13.500000000000002 87.470542907714858 149.35324859619143 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 3 11 4 -2 -5 -6 9 -9 -4 -8 12 13 14 15 -3 -17 18 19 24 -21 27 -23 -24 25 26 -1 -22 29 -19 right_child=1 2 7 5 6 -7 10 8 -10 -11 -12 -13 -14 -15 -16 16 -18 28 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.024718784229279214 -0.028478335978506845 0.0087083516873942158 -9.5505522539258975e-05 0.0087618991053182108 0.014797717766496143 -0.0028060110228081058 -0.018691851795439154 0.028470367199957318 -0.031526793768333186 -0.01036306576822168 -0.0015043984779973493 -0.021352493123960644 0.0093976264739674409 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69 1056 452 70 374 71 85 158 299 330 109 72 1058 55 66 279 311 18957 220 2269 281 219 114 3836 1049 2062 185 1373168 4471 internal_value=-1.24986e-05 -0.0024055 -0.00377482 0.000635421 -0.00431091 0.00372291 -0.00190165 -0.000978942 0.0145463 -0.00180763 -0.00488164 -0.00651516 -0.00575992 -0.00646837 -0.00170185 -0.00507439 -0.00806537 -5.33189e-06 0.000697371 0.00199193 0.0047261 0.00549677 0.0117226 0.0225684 0.000688398 0.00291252 0.000595493 0.00390626 -2.0285e-05 -0.00228656 internal_weight=325221 971.078 669.573 301.505 115.872 185.633 105.368 331.428 16.7942 314.634 89.4121 338.145 321.766 307.399 103.905 90.8962 74.6882 324250 6756.08 2373.17 766.156 722.967 147.114 79.4575 1607.01 722.544 494.452 575.853 317494 1100.31 internal_count=1411958 4650 3306 1344 518 826 471 1598 243 1355 401 1708 1599 1527 469 414 345 1407308 29358 10401 3288 3068 614 333 7113 3277 2228 2454 1377950 4782 is_linear=0 shrinkage=0.03 Tree=438 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 1 1 0 2 1 1 0 2 2 2 2 0 2 0 1 1 3 2 2 3 2 2 0 split_gain=5.84036 4.24041 5.39007 4.81339 6.97545 6.53248 5.49638 4.48722 11.3788 4.83755 4.34997 4.04603 3.78285 16.4196 18.6797 14.1173 14.8455 18.7358 14.6795 14.0808 10.393 13.0992 9.29869 11.0533 12.6263 17.5611 21.8897 18.409 9.9866 20.4652 threshold=94.500000000000014 1.0000000180025095e-35 99995.847656250015 95.500000000000014 3267.230346679688 3673.091186523438 8226.4770507812518 56.500000000000007 95.500000000000014 97.500000000000014 21398.625000000004 8.5000000000000018 11.500000000000002 23.500000000000004 26764.801757812504 12715.829589843752 5699.5627441406259 511.26914978027349 15.500000000000002 72035.476562500015 20.500000000000004 12.500000000000002 18.500000000000004 1.2994999885559084 245.54091644287112 679.17321777343761 1.1510000228881838 1289.946716308594 7188.3642578125009 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 3 11 4 -2 -5 -6 9 -9 -4 -8 -3 -1 14 15 16 17 -14 -17 -16 21 -19 23 24 -15 26 -26 -27 -25 -30 right_child=1 2 7 5 6 -7 10 8 -10 -11 -12 -13 13 22 19 18 -18 20 -20 -21 -22 -23 -24 28 25 27 -28 -29 29 -31 leaf_value=8.4867223696756999e-06 -0.027379272808342823 -0.0056018272431086714 -9.2640465653519224e-05 0.017548055983288107 0.014416563721349623 0.001339399799680678 -0.018099341509489955 0.027674833593412572 -0.031480126948644716 -0.0100858781527726 -0.0014585386184541433 -0.020981173926309049 0.024565906907530889 -0.0079487413671013793 0.015080814660422402 0.011759570393153146 0.0073410916322309049 6.8190750811557657e-05 -0.023861514130398404 -0.0011409629317171018 0.0036633817508994943 -0.02372389169142778 -0.00018815623308763435 -0.0024121011461404355 0.0029335591629193239 -0.019584333227804923 0.052024924430184818 0.0029372654296854744 -0.014307381101271622 -0.0025152909983372691 leaf_weight=318588.07200477575 10.596576631069182 320.95215155929327 262.16851553320885 26.031142458319664 15.887116700410841 159.47274902462959 17.599350959062576 12.869734928011896 3.7879062239080659 52.292861606925726 71.878422468900681 16.171274069696665 16.76402023434639 124.26086350530386 168.9064486771822 14.127057969570158 199.90100760757923 33.245337381958961 39.595150247216225 67.365879714488983 39.441959723830223 55.75527136027813 2779.1311807185411 1076.0478430390358 19.303370296955109 35.343357764184475 14.179499134421347 430.94281674921513 225.90320447087288 320.21422903239727 leaf_count=1380450 47 1599 1056 124 70 702 71 85 158 299 330 109 80 925 711 59 816 163 159 272 198 311 12649 5464 128 221 82 2132 1070 1418 internal_value=-1.21241e-05 -0.00233685 -0.00366932 0.000616756 -0.00417779 0.00361391 -0.00184441 -0.000950664 0.0142231 -0.00175445 -0.00473161 -0.00633955 -5.17173e-06 -0.000773916 0.00377113 -0.00018888 0.00203803 -0.00526251 -0.0144944 0.0104557 -0.00915564 -0.0148366 -0.00134832 -0.00278375 0.000609289 0.00273713 0.023723 0.00123018 -0.00408901 -0.00739313 internal_weight=325218 969.708 668.242 301.465 115.961 185.504 105.365 331.119 16.6576 314.461 89.4778 337.123 324249 5660.43 635.102 398.83 345.108 145.207 53.7222 236.272 128.443 89.0006 5025.33 2246.2 624.03 499.769 33.4829 466.286 1622.17 546.117 internal_count=1411958 4650 3306 1344 518 826 471 1598 243 1355 401 1708 1407308 26858 2769 1786 1568 752 218 983 672 474 24089 11440 3488 2563 210 2353 7952 2488 is_linear=0 shrinkage=0.03 Tree=439 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 1 1 0 2 1 1 0 2 2 2 2 0 0 1 2 1 0 1 0 0 2 0 0 split_gain=5.50343 4.00032 5.09333 4.53042 6.49618 6.27542 5.18537 4.24941 10.8183 4.56966 4.08495 3.88841 3.62504 3.76622 8.61793 3.93075 4.01603 3.56762 6.39897 8.83946 8.01368 9.0241 17.9296 8.3611 6.80387 8.82468 10.3684 6.63275 6.1058 13.5944 threshold=94.500000000000014 1.0000000180025095e-35 99995.847656250015 95.500000000000014 3267.230346679688 84255.890625000015 8226.4770507812518 56.500000000000007 95.500000000000014 97.500000000000014 21398.625000000004 8.5000000000000018 3.5000000000000004 95.500000000000014 43957.078125000007 3267.230346679688 3673.091186523438 145.14741516113284 46.500000000000007 40.500000000000007 -1.4999999999999998 112.33882141113283 1.0000000180025095e-35 44.500000000000007 1.0000000180025095e-35 35.500000000000007 13.500000000000002 87.470542907714858 15.500000000000002 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 3 11 4 -2 -5 -6 9 -9 -4 -8 12 13 14 15 -3 -17 18 19 24 -21 27 -23 -24 25 26 -1 -22 -26 -30 right_child=1 2 7 5 6 -7 10 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 22 23 -25 28 -27 -28 -29 29 -31 leaf_value=0.024445145231696833 -0.02634081876186577 0.008608822671357574 -8.98601588143619e-05 0.0083717869747684474 0.01404499848815137 -0.0027605527349829281 -0.017529519734876167 0.026900683887666758 -0.031434931698099376 -0.009815625122358413 -0.0014141001246141592 -0.020614514723906154 0.0092692791471254837 -0.0085212234387958691 0.02130126792051389 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55 66 279 1377950 18957 565 2019 208 219 114 228 1049 2062 163 89 3519 internal_value=-1.17638e-05 -0.00227004 -0.00356598 0.000598931 -0.00404921 0.00351031 -0.00178899 -0.000923184 0.0139052 -0.00170281 -0.00458646 -0.00616634 -0.00544592 -0.00613824 -0.00148764 -0.00477206 -0.00769113 -5.01958e-06 0.000677202 0.00193223 0.00458305 0.00590293 0.0129661 0.0218151 0.000667134 0.00282871 0.000577933 0.00412483 -0.00109694 -0.000588411 internal_weight=325213 968.335 667.031 301.304 116.04 185.263 105.358 330.816 16.5245 314.292 89.5385 336.215 320.247 305.857 103.625 90.5711 74.3512 324245 6755.03 2372.27 766.4 646.686 130.058 79.735 1605.87 721.635 494.169 516.627 884.239 848.914 internal_count=1411958 4650 3306 1344 518 826 471 1598 243 1355 401 1708 1599 1527 469 414 345 1407308 29358 10401 3288 2723 541 333 7113 3277 2228 2182 3836 3608 is_linear=0 shrinkage=0.03 Tree=440 num_leaves=31 num_cat=0 split_feature=2 2 2 3 0 2 0 0 1 0 0 0 2 0 0 1 1 3 3 3 0 2 0 1 3 0 2 0 1 2 split_gain=4.14313 29.815 13.5803 27.6294 52.7524 22.9304 20.3668 20.0048 19.2109 16.7688 16.1651 16.1142 24.1041 29.892 14.1585 44.0499 13.2534 12.9019 31.6962 32.6456 14.4494 20.2638 15.3574 11.8177 11.6189 11.4827 10.8741 10.5237 10.2664 22.2009 threshold=294.42443847656256 317.43702697753912 263.64595031738287 1.5979999899864199 54.500000000000007 286.97653198242193 72.500000000000014 52.500000000000007 1.0000000180025095e-35 58.500000000000007 78.500000000000014 62.500000000000007 257.27976989746099 59.500000000000007 51.500000000000007 1.0000000180025095e-35 -9.4999999999999982 1.1980000138282778 1.469500005245209 1.532000005245209 44.500000000000007 302.06753540039068 54.500000000000007 4.5000000000000009 2.5095000267028813 52.500000000000007 269.37811279296881 53.500000000000007 1.0000000180025095e-35 238.29680633544925 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 17 9 4 5 7 26 14 -6 16 -8 12 -11 -14 -4 -16 -1 23 20 -20 -19 22 -22 25 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22.63626903295517 268.21799214184284 2191.0903101116419 35.469873681664467 660.19576497375965 60.379753321409225 49.373771324753761 29.347209244966507 17.624767169356346 32257.45709875226 94.735923066735268 44.436610251665115 2661.4423734694719 37.842120379209518 93.767373785376549 24.317416280508041 15.22807291895151 332.22959242016077 12.946515008807181 3302.4140376597643 21.9702288210392 1176.6082534715533 304.44113889336586 leaf_count=2281 643 1215381 3079 3262 744 818 268 96 1127 9454 167 2739 248 203 119 80 137434 393 188 11186 154 394 102 119 1485 53 14010 91 5379 1229 internal_value=-6.50944e-05 -2.35159e-05 -0.000340658 -0.00172642 0.00195675 -0.00212712 -0.00294541 -0.0044811 0.010398 -0.000133945 0.0105091 -0.0018634 -0.00360649 0.0101132 -0.00360849 0.0123161 0.000101086 0.00273229 0.00318316 0.0023372 0.0134365 0.00782216 0.0211051 -0.00464781 0.00271608 -0.00256425 -0.0032728 0.012938 9.6217e-06 0.00230382 internal_weight=325448 282780 42667.4 5538.5 1377.22 928.175 4161.28 743.004 449.049 37128.9 98.8532 4442.09 2300.84 109.754 720.368 46.972 32686.8 3489.69 3288.77 3038.11 250.663 155.927 62.1595 200.918 2993.67 185.69 4062.42 34.9167 2141.25 964.637 internal_count=1412926 1230189 182737 23770 6063 4192 17707 3374 1871 158967 435 19252 9905 451 3278 199 139715 14808 13902 12859 1043 650 256 906 12671 787 17272 144 9347 3968 is_linear=0 shrinkage=0.03 Tree=441 num_leaves=31 num_cat=0 split_feature=2 2 2 3 0 2 0 0 1 1 0 0 2 0 0 1 1 3 3 3 0 2 0 1 3 0 2 0 1 0 split_gain=3.89895 28.0586 12.7817 26.0013 49.5725 21.5804 19.1655 18.8719 17.9822 15.8091 15.7868 15.1711 22.6936 28.157 13.3652 41.659 12.5043 12.1496 29.8481 30.8217 13.6035 19.1007 14.5046 11.414 10.9508 10.8054 10.246 10.0576 15.3483 15.642 threshold=294.42443847656256 317.43702697753912 263.64595031738287 1.5979999899864199 54.500000000000007 286.97653198242193 72.500000000000014 52.500000000000007 1.0000000180025095e-35 1.5000000000000002 58.500000000000007 62.500000000000007 257.27976989746099 59.500000000000007 51.500000000000007 1.0000000180025095e-35 -9.4999999999999982 1.1980000138282778 1.469500005245209 1.532000005245209 44.500000000000007 302.06753540039068 54.500000000000007 4.5000000000000009 2.5095000267028813 52.500000000000007 269.37811279296881 37.500000000000007 -6.4999999999999991 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 17 10 4 5 7 26 14 -6 -8 16 12 -12 -14 -4 -16 -1 23 20 -20 -19 22 -22 25 -21 -2 -5 28 -18 -30 right_child=1 -3 3 6 8 -7 9 -9 -10 -11 11 -13 13 -15 15 -17 27 18 19 24 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0051909493884416437 -0.0059754569939372715 -5.6210679353480621e-05 -0.0045812411279221249 -0.0063172122689407325 0.0027566510015968656 0.0070925789423888523 0.015993981207434952 -0.031353682640263385 0.014993021697968446 -0.014624040385261645 -0.0041673269626425966 9.3475455923481865e-06 0.023566995176423425 -0.006985213625160646 0.033923757626204205 -0.024622165515882307 -0.013910729477954376 0.022009685064841678 -0.02258613857966426 0.0019939035978952723 0.032136658770125733 -0.00095378822986864518 0.0024284146593723998 -0.029762185878270137 0.0077726832833500533 0.012542880587839752 -0.0024527591508747243 -0.00023094927397612351 0.00055729668188970007 0.0045000566712717141 leaf_weight=428.19994959980249 150.63020038604736 279291.27784877212 672.8852981030941 759.50840453803539 180.7688796967268 185.32953156530857 80.123717978596687 22.586018189787865 268.83763174712658 18.724146887660027 2189.8396799787879 2140.0993140116334 60.318476423621178 49.368093401193619 29.229117035865784 17.480170696973801 60.684518754482269 94.681467413902283 44.254241108894348 2661.6608749330044 37.761137545108795 93.764207810163498 24.315078631043434 14.921029582619665 331.93684137612581 34.935288280248642 3301.8877089545131 25940.729731924832 5157.6467626839876 1098.470967233181 leaf_count=2281 643 1215381 3079 3262 744 818 339 96 1127 96 9454 9347 248 203 119 80 281 393 188 11186 154 394 102 119 1485 144 14010 110344 22196 4613 internal_value=-6.31437e-05 -2.2811e-05 -0.00033048 -0.00167502 0.00189804 -0.00206486 -0.00285777 -0.00435156 0.0100733 0.0101942 -0.000129937 -0.00180851 -0.00350033 0.00981596 -0.00350404 0.0120139 9.80589e-05 0.00265091 0.00308804 0.00226726 0.0130409 0.00759195 0.0205 -0.0045189 0.00263467 -0.00248912 -0.00317544 3.04537e-05 0.00110394 0.00124958 internal_weight=325443 282780 42662.7 5537.36 1377.12 927.51 4160.24 742.181 449.607 98.8479 37125.4 4439.63 2299.53 109.687 719.595 46.7093 32685.7 3488.86 3288.37 3037.85 250.522 155.84 62.0762 200.487 2993.6 185.565 4061.4 32257.5 6316.8 6256.12 internal_count=1412926 1230189 182737 23770 6063 4192 17707 3374 1871 435 158967 19252 9905 451 3278 199 139715 14808 13902 12859 1043 650 256 906 12671 787 17272 137434 27090 26809 is_linear=0 shrinkage=0.03 Tree=442 num_leaves=31 num_cat=0 split_feature=1 1 2 2 2 3 0 2 0 0 1 0 0 0 2 0 0 1 1 3 3 3 0 2 0 1 3 0 0 0 split_gain=3.73103 4.71576 3.55385 26.0357 11.8959 24.3272 46.6395 20.4485 18.9531 17.7902 16.8384 15.2863 14.6171 14.3839 21.4748 26.5295 12.6461 39.4135 11.7926 11.0891 28.2922 29.0232 12.8116 18.0108 13.7101 10.5243 10.2425 10.169 10.0353 9.87827 threshold=88.500000000000014 34.500000000000007 294.42443847656256 317.43702697753912 263.64595031738287 1.5979999899864199 54.500000000000007 286.97653198242193 72.500000000000014 52.500000000000007 1.0000000180025095e-35 58.500000000000007 78.500000000000014 62.500000000000007 257.27976989746099 59.500000000000007 51.500000000000007 1.0000000180025095e-35 -9.4999999999999982 1.1980000138282778 1.469500005245209 1.532000005245209 44.500000000000007 302.06753540039068 54.500000000000007 4.5000000000000009 2.5095000267028813 52.500000000000007 54.500000000000007 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 19 11 6 7 9 -7 16 -8 18 -10 14 -13 -16 -6 -18 -1 25 22 -22 -21 24 -24 27 -23 -4 -25 -29 right_child=-2 -3 3 -5 5 8 10 -9 12 -11 -12 13 -14 -15 15 -17 17 -19 -20 20 21 26 23 28 -26 -27 -28 29 -30 -31 leaf_value=0.0050481924947496466 -0.014072302872459549 0.0020595115419886748 -0.0058017268457463741 -6.0320658519518251e-05 -0.0044650595040431756 -0.0030784395536619189 0.0026748718518230141 0.0068991901074177539 0.018886651378274198 -0.030493021492237968 0.014511828912018847 -0.0040790531672901982 -0.0052952470438203132 -1.0771431511333417e-05 0.022888980111836772 -0.00677658174848653 0.033056653633799636 -0.024086187456581261 3.0424522182794094e-05 0.021366274882043637 -0.022003021263031802 0.0019026402245071218 0.031254365142869465 -0.012000777318791962 0.0023557916494369373 -0.029276191946025626 0.0074954965316642828 0.032924515573819944 0.007772104859758937 -9.0139799672046028e-05 leaf_weight=427.11637333035469 17.104359415359795 941.57090999931097 150.48870810866356 278363.09131494164 671.86014297604561 4060.1456252932549 180.70765596628189 185.36769786477089 63.120353400707245 22.527675777673721 269.41041535139084 2186.9846873655915 34.95532888174057 2139.1651004105806 60.243191227316856 49.361455515027046 29.097924947738647 17.335287034511566 32233.838154353201 94.607748612761497 44.067099615931511 2660.6555043309927 37.663756459951401 41.241805419325829 24.312747284770012 14.129063092172144 331.40963529795408 12.969727784395216 52.519292637705803 21.979344263672829 leaf_count=2281 257 4025 643 1211244 3076 17271 744 817 267 96 1127 9447 165 9343 248 203 119 80 137318 393 188 11181 154 175 102 115 1484 53 219 91 internal_value=-6.12511e-05 -6.05147e-05 -6.66665e-05 -2.80537e-05 -0.000321949 -0.00161938 0.00183782 -0.00201212 -0.00276365 -0.00424191 0.00975968 -0.000128383 0.0102679 -0.00178086 -0.00342962 0.00952882 -0.0034186 0.0117231 9.60433e-05 0.00254849 0.00296544 0.00216616 0.0126589 0.00736935 0.0199178 -0.00431785 0.00252212 -0.00241619 -0.000925205 0.0121617 internal_weight=325439 325422 324480 281849 42631.2 5534.53 1376.31 926.189 4158.22 740.821 450.118 37096.7 98.0757 4435.75 2296.59 109.605 718.293 46.4332 32661 3486.04 3286.48 3036.13 250.345 155.738 61.9765 199.567 2992.07 185.438 93.7611 34.9491 internal_count=1412926 1412669 1408644 1226042 182602 23762 6059 4188 17703 3371 1871 158840 432 19241 9898 451 3275 199 139599 14798 13896 12853 1043 650 256 902 12665 787 394 144 is_linear=0 shrinkage=0.03 Tree=443 num_leaves=31 num_cat=0 split_feature=1 1 2 2 2 3 0 2 0 0 1 0 0 0 2 0 0 1 1 3 3 3 0 2 0 1 1 2 2 2 split_gain=3.54019 4.43744 3.34427 24.5029 11.1963 22.8934 43.8372 19.2458 17.8365 16.798 15.7729 14.3874 13.7455 13.5458 20.2207 25.002 11.9417 37.3026 11.1246 10.4425 26.6602 27.4076 12.065 16.9864 12.9684 10.1609 9.84149 20.9003 10.7116 9.6751 threshold=88.500000000000014 34.500000000000007 294.42443847656256 317.43702697753912 263.64595031738287 1.5979999899864199 54.500000000000007 286.97653198242193 72.500000000000014 52.500000000000007 1.0000000180025095e-35 58.500000000000007 78.500000000000014 62.500000000000007 257.27976989746099 59.500000000000007 51.500000000000007 1.0000000180025095e-35 -9.4999999999999982 1.1980000138282778 1.469500005245209 1.532000005245209 44.500000000000007 302.06753540039068 54.500000000000007 4.5000000000000009 1.0000000180025095e-35 238.29680633544925 249.24568176269534 269.37811279296881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 19 11 6 7 9 29 16 -8 18 -10 14 -13 -16 -6 -18 -1 25 22 -22 -21 24 -24 -4 27 -15 -29 -7 right_child=-2 -3 3 -5 5 8 10 -9 12 -11 -12 13 -14 26 15 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0049090623705546265 -0.013762782611682345 0.0019979024882289028 -0.0023454590035403709 -5.8510938768351982e-05 -0.0043343298568033622 -0.0060414247617788155 0.0025955013828240403 0.0066869995358673703 0.018314791968878138 -0.029665973474738049 0.014048457285789779 -0.0039589182303449389 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leaf_count=2281 257 4025 787 1211244 3076 3262 744 817 267 96 1127 9447 165 2739 248 203 119 80 137318 393 188 12665 154 394 102 115 5375 597 632 14009 internal_value=-5.94153e-05 -5.87009e-05 -6.46682e-05 -2.72125e-05 -0.00031232 -0.00157116 0.00178286 -0.00195331 -0.00268136 -0.00411941 0.00945678 -0.000124539 0.00996183 -0.00172796 -0.00332865 0.00925128 -0.00331967 0.0114427 9.31672e-05 0.00247268 0.00287695 0.00210136 0.0122918 0.00715589 0.0193568 -0.00419774 -1.04484e-05 0.00223579 -0.00426566 -0.00298677 internal_weight=325435 325418 324477 281849 42627.8 5533.36 1376.07 925.486 4157.29 739.976 450.587 37094.4 98.0558 4434.44 2295.28 109.509 717.514 46.1454 32660 3485.09 3285.94 3035.85 250.094 155.578 61.862 199.152 2139.16 964.205 304.484 4059.23 internal_count=1412926 1412669 1408644 1226042 182602 23762 6059 4188 17703 3371 1871 158840 432 19241 9898 451 3275 199 139599 14798 13896 12853 1043 650 256 902 9343 3968 1229 17271 is_linear=0 shrinkage=0.03 Tree=444 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 0 2 0 0 1 0 3 0 2 1 2 3 2 0 0 0 0 1 2 1 2 2 0 2 split_gain=3.3586 4.17554 3.29622 6.10996 11.9854 15.2963 7.61122 5.94932 9.94814 16.1882 9.09381 13.407 7.96241 7.70332 8.83894 5.89405 8.1732 5.16026 6.80526 4.77447 4.74458 4.65959 5.47499 4.49778 4.19855 8.52603 4.24986 6.99503 3.9485 19.717 threshold=88.500000000000014 34.500000000000007 2871.6833496093755 42.500000000000007 2343.383422851563 50.500000000000007 47.500000000000007 10120.596191406252 62.500000000000007 65.500000000000014 41.500000000000007 55.500000000000007 1.0619999766349795 47.500000000000007 4326.6347656250009 75.500000000000014 36363.248046875007 1.469500005245209 11873.722656250002 50.500000000000007 68.500000000000014 78.500000000000014 87.500000000000014 42.500000000000007 4417.2790527343759 58.500000000000007 3600.6882324218755 3325.9851074218755 55.500000000000007 890.76861572265636 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 -5 10 17 -10 13 12 -12 14 -4 20 -17 18 19 -9 -11 -22 -23 -24 25 26 27 -13 -8 -30 right_child=-2 2 7 6 -6 -7 28 8 9 15 11 24 -14 -15 -16 16 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-6.2729931686581375e-05 -0.01345809363491769 -0.016887710082884096 0.0021908379462908401 0.031602433213557553 0.01126444074079719 0.015680237284413149 0.010713487751992891 0.029210422682524179 -0.032458343921307982 0.017805121391840938 -0.003670380635901649 0.0023619000122561758 -0.030229903755808776 0.011359881366387461 -0.026472526288148415 -0.0029556567631841796 0.027007087466809403 0.017746956735500467 0.00012855034980578623 0.0073144414224514129 -0.016448872409552229 0.010075889273527426 -0.014902577810469855 0.0027624587441388766 -0.0061947520477992884 0.017820599197569651 0.0073286635373589776 -0.021334157472691257 0.027194215212046593 -0.014478727186649535 leaf_weight=324471.7627250884 16.832138014025986 49.94971264898777 54.971981853246689 12.252301901578901 47.344616428017616 17.535848677158356 84.153242513537407 14.898572713136671 13.746042147278784 10.214957505464552 16.20848785340786 25.303281828761101 27.21844869852066 70.573448270559311 11.752559915184973 15.602350346744059 17.254912734031677 46.323855042457581 68.563453614711761 22.495644271373749 20.425001472234726 28.819188386201859 26.425457186996937 25.480309307575226 98.994242951273918 24.638587549328804 24.671493515372276 20.132789775729179 15.510605856776236 29.946679256856441 leaf_count=1408644 257 245 226 52 194 73 350 60 58 43 71 102 115 298 51 77 92 196 285 92 87 124 131 124 405 101 103 81 64 125 internal_value=-5.76346e-05 -5.69415e-05 0.00193813 0.0048374 -0.000307057 -0.00842506 0.00900156 0.000851228 0.00392343 -0.00135099 -0.00169414 -0.00525121 -0.0203169 0.00445033 -0.0028578 0.0016139 0.0127792 0.00939482 0.00574334 0.0160382 -0.00168033 -0.00364813 -0.000409293 -0.00623089 -0.00187423 0.00264001 -0.00269505 -0.00813786 0.00686506 -0.000259387 internal_weight=325430 325413 941.408 256.693 114.83 67.4856 141.863 684.715 310.25 157.968 374.465 237.167 43.4269 137.298 66.7245 144.222 32.8573 152.282 105.958 37.3942 111.365 101.15 80.725 51.9058 193.74 94.7462 70.1076 45.4361 129.611 45.4573 internal_count=1412926 1412669 4025 1103 512 318 591 2922 1369 736 1553 978 186 575 277 678 169 633 437 152 509 466 379 255 792 387 286 183 539 189 is_linear=0 shrinkage=0.03 Tree=445 num_leaves=31 num_cat=0 split_feature=0 2 2 1 3 2 2 2 1 0 2 2 0 1 2 2 2 2 0 0 2 0 2 1 1 0 2 0 2 0 split_gain=2.85747 21.4626 19.2086 11.8151 11.1477 9.2048 15.6004 21.7921 15.3027 10.2708 10.1421 9.74168 8.14528 7.68146 7.38209 26.856 30.18 17.1583 16.5729 15.5502 17.3469 14.8361 21.2072 13.7729 13.3177 12.2398 12.2208 14.3363 11.5837 16.548 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 40.666500091552741 269.37811279296881 550.44073486328136 431.66661071777349 -1.4999999999999998 81.500000000000014 149.35324859619143 396.72427368164068 87.500000000000014 68.500000000000014 8998.0522460937518 3673.103149414063 1986.3098144531252 4326.6347656250009 84.500000000000014 86.500000000000014 1209.7733154296877 85.500000000000014 6860.8740234375009 -3.4999999999999996 -5.4999999999999991 95.500000000000014 10120.596191406252 82.500000000000014 3038.2934570312505 83.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 4 -3 5 10 7 9 -9 -7 -2 -11 -13 -1 15 16 19 -17 23 24 -21 22 -19 26 -8 -23 -16 -28 29 -18 right_child=1 3 -4 -5 -6 6 14 8 -10 11 -12 12 -14 -15 18 17 28 21 -20 20 -22 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=2.658906361103927e-05 0.009204576944437973 0.031141592051086478 -0.0072968310698926621 0.0013671394324515883 0.014784544146512606 0.018846563081436524 0.02461046621011392 -0.01438075411801373 0.022859061069099636 0.0011197389925048022 -0.01871591997870832 -0.003406731490352873 -0.033636557707287518 -0.012981759289894089 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406 242 71 66 173 59 756 540 825 6521 2056 1604 1472 1424 3342 7114 114 59 85 2742 1295 internal_value=7.90617e-06 -0.000457604 -0.00133409 0.00146716 -0.000965567 -0.00105154 -0.000950996 0.00665169 0.0181901 -0.000578688 -0.0122326 -0.00387128 -0.0180862 2.48949e-05 -0.00120386 -0.00190701 -0.000631303 -0.00599748 0.000132902 -0.0024304 0.000908803 -0.00435019 -0.007472 0.00344763 -0.00411688 0.000285658 -0.0124306 -0.0222882 0.0036447 0.00740862 internal_weight=325188 11449.9 7867.29 3582.56 7409.36 7369.13 7303.46 235.09 90.5649 144.525 65.6759 123.579 32.1142 313738 7068.37 4631.92 3530.77 1101.15 2436.45 2485.16 833.949 922.628 551.347 871.786 1651.21 371.281 46.541 32.98 1045.61 431.913 internal_count=1411917 49540 33574 15966 31634 31419 31100 1030 398 632 319 543 137 1362377 30070 20004 15413 4591 10066 10836 3660 3835 2249 3545 7176 1586 203 144 4577 1835 is_linear=0 shrinkage=0.03 Tree=446 num_leaves=31 num_cat=0 split_feature=0 2 2 1 3 2 2 2 1 0 2 2 0 1 0 3 2 2 2 2 2 2 0 2 1 0 2 1 2 2 split_gain=2.68957 20.2016 18.0841 11.337 10.4556 8.70616 14.6817 20.5067 14.4163 9.64473 9.61048 9.20032 7.74034 7.22771 7.20065 7.01585 15.9915 14.7691 18.4836 20.8557 21.5717 13.5649 13.4053 12.5948 11.9546 11.7419 11.4309 11.361 11.4968 11.3056 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 40.666500091552741 269.37811279296881 550.44073486328136 431.66661071777349 -1.4999999999999998 81.500000000000014 149.35324859619143 396.72427368164068 87.500000000000014 68.500000000000014 76.500000000000014 9.5555000305175799 15804.419433593752 9188.5839843750018 3673.103149414063 1986.3098144531252 3038.2934570312505 16543.466796875004 85.500000000000014 723.02862548828136 -3.4999999999999996 83.500000000000014 4326.6347656250009 -2.4999999999999996 596.91259765625011 5109.0270996093759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 4 -3 5 10 7 9 -9 -7 -2 -11 -13 -1 -15 17 23 18 19 27 25 -18 24 -17 -19 -21 -20 -8 -29 -28 right_child=1 3 -4 -5 -6 6 15 8 -10 11 -12 12 -14 14 -16 16 21 22 26 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=2.5791405570070906e-05 0.0089125095282447161 0.030746897323210485 -0.0070815743794423172 0.0013264984054789379 0.014289040073549834 0.018232573046353166 0.0065463301910799717 -0.013887109576644279 0.022190358503102626 0.0010861667883105028 -0.018267296266832267 -0.0033063209651027397 -0.032823868622248592 -0.023047003567051166 0.0025790067994435257 0.024663248049045419 -0.028277256710150429 -0.011213048091500243 -0.01346091164637951 0.015821801226482839 -0.0013882034152526391 -0.0037876282142978311 -0.0020472058758347206 0.0022385714145032056 0.0035376908933043129 0.0039392530893977255 0.0032781044862002944 -0.011898275094715204 -0.0028004614925661851 -0.0062917507982796833 leaf_weight=313697.28750120627 15.277285873889921 11.827156372368334 457.7011921107769 3569.5371086373925 40.369031645357609 21.001608327031136 109.38295789062977 11.404752939939497 79.15021775662899 91.46281298995018 50.118590876460075 16.510916516184807 15.502584144473074 24.190132081508636 16.668580204248428 23.168098717927933 23.191284269094467 51.965782508254051 162.46001137793064 130.82206079363823 432.33346417173743 166.50673140585423 967.45045582950115 833.27215102314949 1020.6028905063868 174.91778253018856 132.37821844220161 133.28593015670776 2013.3333630263805 691.29912027716637 leaf_count=1362204 77 70 1940 15896 215 89 458 52 346 406 242 71 66 99 74 101 100 226 674 540 1926 713 3988 3691 4141 741 545 577 8806 2843 internal_value=7.6685e-06 -0.000444032 -0.00129451 0.00142366 -0.000936914 -0.00102035 -0.000922747 0.00645358 0.0176467 -0.00056194 -0.0119178 -0.00375863 -0.0176002 2.41481e-05 -0.0125927 -0.00116809 0.00109956 -0.00156214 -0.00262593 -0.00145266 0.0029248 -0.00678158 0.000513384 0.0028452 0.00282302 0.00902364 -0.00618818 -0.00288478 -0.00336535 -0.00475372 internal_weight=325184 11446.2 7864.87 3581.36 7407.17 7366.8 7301.4 235.033 90.555 144.478 65.3959 123.476 32.0135 313738 40.8587 7066.37 1046.14 6020.23 3980.21 2994.08 738.073 189.698 2040.02 856.44 1072.57 305.74 986.137 2256 2146.62 823.677 internal_count=1411917 49540 33574 15966 31634 31419 31100 1030 398 632 319 543 137 1362377 173 30070 4605 25465 17110 13048 3207 813 8355 3792 4367 1281 4062 9841 9383 3388 is_linear=0 shrinkage=0.03 Tree=447 num_leaves=31 num_cat=0 split_feature=2 0 0 3 0 2 0 0 3 0 0 1 1 0 3 0 2 1 2 0 1 1 0 2 2 2 1 1 2 2 split_gain=2.63787 18.5826 16.8307 17.2697 16.0642 15.5658 45.8658 18.676 13.6534 13.2503 19.9358 12.1076 11.7996 16.5892 11.736 14.7767 11.6701 19.0987 11.436 11.2912 10.8108 18.0305 10.769 18.0278 31.3876 26.5326 48.8512 18.1114 20.7878 16.8575 threshold=89440.765625000015 1.5000000000000002 21.500000000000004 1.532000005245209 7.5000000000000009 94494.871093750015 2.5000000000000004 2.5000000000000004 1.7404999732971194 44.500000000000007 49.500000000000007 1.0000000180025095e-35 3.5000000000000004 6.5000000000000009 2.3904999494552617 68.500000000000014 99995.847656250015 1.0000000180025095e-35 99995.847656250015 54.500000000000007 -1.4999999999999998 -2.4999999999999996 2.5000000000000004 23484.753906250004 55938.710937500007 52302.683593750007 1.0000000180025095e-35 -3.4999999999999996 2817.958129882813 25918.428710937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 11 4 9 5 6 -3 16 -5 -4 -11 -2 20 -14 15 18 17 -7 -10 -12 21 -9 23 27 25 29 -27 -1 -29 -25 right_child=1 2 3 8 -6 7 -8 12 14 10 19 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.020563403426947735 0.012254670844868591 -0.011334839484656196 -0.015208473566956362 0.011076614211428666 -0.0020886514334946676 0.011261952571426662 0.012792901184464422 -0.0024214900763928362 -0.015808884311565387 0.011995212348586012 -0.017701232501810341 -0.0017380596832776098 0.017034219143486972 -0.0078668083336975499 0.0019900410550506321 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435 299 143 15008 110 13461 1138 1122 396 22047 1790 1293775 539 3677 217 998 252 11107 2428 internal_value=7.43779e-06 -0.000327193 -0.000431485 0.00125363 -0.000888958 -0.000109141 -0.00586561 0.000150699 0.00179824 -0.00554893 -0.00157907 0.00772964 -0.000773472 0.00896671 0.00145729 -0.00383429 0.00218023 -0.00311778 -0.00205659 -0.00757619 -0.000950539 0.00243813 2.92553e-05 -0.00200526 -0.00444036 -0.00943028 -0.018244 0.000862173 8.6833e-05 -0.00488605 internal_weight=325181 19903.7 19649.4 4195.42 15453.9 9365.95 404.509 8961.44 3884.44 310.983 220.402 254.352 6157.54 109.939 3746.76 342.714 2803.91 330.131 316.906 152.866 6047.6 743.182 305277 2323.68 1256.57 596.215 202.826 1067.11 1026.7 393.389 internal_count=1411917 98214 86278 18393 67885 43004 1792 41212 17057 1336 943 11936 26233 442 16429 1421 14979 1518 1311 653 25791 3744 1313703 19928 7859 4182 1215 12069 11359 2967 is_linear=0 shrinkage=0.03 Tree=448 num_leaves=31 num_cat=0 split_feature=0 2 2 1 3 2 2 2 1 2 0 2 0 0 2 0 0 2 0 2 2 1 1 1 0 2 2 2 2 0 split_gain=2.66152 18.5595 17.0256 10.8851 9.80794 8.23435 13.8181 19.3015 13.5838 9.10643 9.0586 8.69055 7.3598 7.01561 13.8294 54.4889 9.2455 43.4387 19.1796 8.62243 8.0633 7.68402 6.93218 6.80156 6.77186 6.61854 24.11 27.0021 15.3961 14.9144 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 40.666500091552741 269.37811279296881 550.44073486328136 431.66661071777349 -1.4999999999999998 149.35324859619143 81.500000000000014 396.72427368164068 87.500000000000014 93.500000000000014 39196.445312500007 83.500000000000014 85.500000000000014 35189.248046875007 90.500000000000014 42366.021484375007 33967.421875000007 68.500000000000014 1.0000000180025095e-35 68.500000000000014 76.500000000000014 8998.0522460937518 3673.103149414063 1986.3098144531252 4326.6347656250009 84.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 4 -3 5 9 7 10 -9 -2 -7 -12 -13 14 15 -5 17 -17 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2482.3565274626017 11.452234789729117 79.076399818062782 23.004582569003105 91.461087942123413 16.502401158213619 15.406070545315741 18.145737536251545 2499.4842831492424 29.605594351887703 55.969970852136612 26.623622670769691 21.494407653808594 750.13077067956328 73.261294551193714 16.232386663556099 26.810676395893097 24.197764173150063 16.669986873865128 871.89042371511459 177.99987256526947 1045.8285969085991 922.12406370043755 1564.4416895657778 leaf_count=1362204 77 70 1940 319 215 89 10836 52 346 95 406 71 66 81 11019 121 228 111 89 3523 325 80 147 99 74 3545 756 4577 3835 6521 internal_value=7.21419e-06 -0.000442212 -0.00125741 0.00134859 -0.000910437 -0.000991408 -0.000896662 0.00626072 0.0171213 -0.0116122 -0.000547065 -0.00365075 -0.0171313 0.0012542 0.00199335 0.00938294 -0.00217855 0.00708124 -0.00889997 -0.00114021 -0.00983938 0.00137549 -0.0178302 2.36052e-05 -0.0122143 -0.0011347 -0.00180091 -0.000591835 -0.00567851 0.000130915 internal_weight=325167 11441.9 7862.68 3579.21 7405.22 7364.71 7299.59 234.95 90.5286 65.1184 144.421 123.37 31.9085 3567.6 2726.06 210.345 133.694 56.2292 77.4644 841.538 91.407 2515.72 49.8153 313726 40.8678 7064.64 4628.31 3528.19 1100.12 2436.33 internal_count=1411917 49540 33574 15966 31634 31419 31100 1030 398 319 632 543 137 15896 11967 868 549 232 317 3929 406 11099 242 1362377 173 30070 20004 15413 4591 10066 is_linear=0 shrinkage=0.03 Tree=449 num_leaves=31 num_cat=0 split_feature=2 0 0 3 0 2 0 2 0 3 0 0 1 3 0 2 0 0 0 2 2 2 1 1 2 2 2 0 0 2 split_gain=2.53491 17.6359 15.6369 16.1996 15.2576 36.7877 17.0893 15.6543 20.099 12.9218 12.5452 18.7409 11.586 10.9784 13.9185 11.1096 10.6809 10.5231 10.1591 17.0095 29.741 25.654 46.6338 17.3366 19.6949 15.9227 15.7067 40.0588 48.3342 131.503 threshold=89440.765625000015 1.5000000000000002 21.500000000000004 1.532000005245209 4.5000000000000009 94494.871093750015 2.5000000000000004 94494.871093750015 15.500000000000002 1.7404999732971194 44.500000000000007 49.500000000000007 1.0000000180025095e-35 2.3904999494552617 67.500000000000014 99995.847656250015 54.500000000000007 60.500000000000007 2.5000000000000004 23484.753906250004 55938.710937500007 52302.683593750007 1.0000000180025095e-35 -3.4999999999999996 2817.958129882813 25918.428710937504 35189.248046875007 6.5000000000000009 4.5000000000000009 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 12 4 10 5 6 -3 8 -6 17 -4 -12 -2 14 15 -11 -13 -5 19 23 21 25 -23 -1 -25 -21 -20 28 29 -28 right_child=1 2 3 9 7 -7 -8 -9 -10 13 11 16 -14 -15 -16 -17 -18 -19 26 20 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.020271912533691462 0.012030034564449772 -0.011018182311137846 -0.014813746580656928 0.00025705377834911599 0.0087839010556861 0.00093710330028218779 0.018892569156159035 -0.0018553321014438046 -0.0049043164206792351 -0.015346228289142255 0.011602450998028731 -0.017230308151036527 -0.0016880626024265047 0.0019138526671598623 -0.021463932469861446 0.00071859463414435186 -0.00098082320725049999 0.017324691955925491 -1.6683730066926963e-05 -0.018179483946285154 6.2204082240764454e-05 0.015026221024323626 -0.024294756937265884 -0.020868637566213804 0.0009076502989695405 -0.0020300415279854407 -0.010425182924664329 9.3224357266411957e-05 0.0068003651949917329 0.0040472415261464199 leaf_weight=39.765488266944885 170.07324966462329 312.18312838301063 90.214280769228935 52.80513858795166 277.87732417881489 5479.6462095305324 18.193320415914059 9212.1477581560612 147.94406680762768 45.474286571145058 67.720475941896439 59.929042369127274 82.186930067837238 3402.3688497664407 35.644079923629761 261.71591347455978 92.749912172555923 84.597734838724136 281110.4102246426 66.035106690600514 660.34401548560709 32.383812963962555 167.80966969579458 38.849555317312479 987.55079807853326 327.24318519234657 723.98685827106237 16562.23919852078 1979.5238480493426 2574.1852058842778 leaf_count=710 11501 1397 393 219 1126 26961 92 37711 598 185 290 257 435 15008 151 1085 396 409 1198112 539 3677 217 998 252 11107 2428 3427 67964 9565 14707 internal_value=6.99827e-06 -0.000321126 -0.000422355 0.00120235 -0.000863367 0.000350949 -0.00937104 -0.00159539 0.00402817 0.00172976 -0.00539015 -0.00153287 0.00756065 0.00139826 -0.00371857 -0.00165953 -0.00735902 0.0107654 2.83811e-05 -0.00194927 -0.00431803 -0.00919183 -0.0179341 0.000836395 8.34114e-05 -0.00474168 4.35259e-05 0.000818507 0.00309456 0.000870377 internal_weight=325164 19893.5 19641.2 4193.22 15448 5810.02 330.376 9637.97 425.821 3882.61 310.614 220.399 252.26 3745.2 342.834 307.19 152.679 137.403 305270 2319.98 1253.82 593.472 200.193 1066.17 1026.4 393.278 302950 21839.9 5277.7 3298.17 internal_count=1411917 98214 86278 18393 67885 28450 1489 39435 1724 17057 1336 943 11936 16429 1421 1270 653 628 1313703 19928 7859 4182 1215 12069 11359 2967 1293775 95663 27699 18134 is_linear=0 shrinkage=0.03 Tree=450 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 0 0 0 1 1 3 3 1 0 1 2 3 2 2 3 2 3 2 1 0 2 2 1 2 2 split_gain=3.6619 14.8047 36.8307 32.0116 25.3952 24.1558 22.0298 31.272 17.8177 17.5549 22.9256 36.7205 24.3788 40.3818 21.8474 21.319 18.5842 49.7292 40.9458 15.544 16.7394 22.3844 17.2052 15.6705 15.2838 27.8855 49.8796 16.7554 21.3449 18.4069 threshold=3673.091186523438 3152.5231933593755 1.2994999885559084 3.4465000629425053 2.5000000000000004 73.500000000000014 55.500000000000007 51.500000000000007 3.5000000000000004 -1.4999999999999998 1.469500005245209 1.7404999732971194 2.5000000000000004 59.500000000000007 1.0000000180025095e-35 3527.054809570313 1.532000005245209 3455.044799804688 3211.014770507813 5.0659999847412118 3267.230346679688 28.166500091552738 3527.054809570313 -2.4999999999999996 4.5000000000000009 1921.9818115234377 1826.4194335937502 1.0000000180025095e-35 2510.8642578125005 3093.6569824218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 24 6 5 19 9 7 8 -3 -4 14 12 16 -14 -11 -16 17 -12 -18 -5 23 -22 -23 -21 25 26 -1 28 -27 -30 right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 11 -13 13 -15 15 -17 18 -19 -20 20 21 22 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.0065298310741452323 -7.7304824462446573e-05 -0.0068601679274258977 0.0057505722720267672 -0.0057566969791859393 -0.0156767646865641 0.022017487318886125 -0.025407428352205039 0.006647386901434689 -0.028682243532541774 -0.0012737307233418973 -0.0060719650942089622 0.003921380674208024 0.012166459675508062 -0.0053498023092299965 0.0080474631210362794 -0.015991381480036284 0.013643124203338 0.010400673035369869 -0.0066331433279760831 -0.019879806206491827 -0.0018653456562058657 0.0037491972536487068 0.059668276196171897 0.0090612124105393776 6.3879613540198453e-05 -0.055036586116685417 0.03563390050675775 -0.0082348008302804993 0.00074581465776300153 -0.043747477279291729 leaf_weight=121.35991334542632 170074.18051369407 337.75098539888859 1234.2319847866893 438.24287289381027 112.4708638265729 57.560655891895294 48.262927353382111 164.64447113871574 37.403779357671738 360.37886995077133 387.02744020521641 1853.16575281322 267.68461519479752 212.47477258741856 1029.8992480635643 34.309456452727318 96.641793861985207 287.44004552066326 1236.2365071326494 17.980976983904839 874.50648214668036 10.410766094923019 9.4443115219473839 264.9503024071455 145369.11358336359 18.851353652775288 31.886117920279503 92.189660474658012 22.738243170082569 13.241380810737608 leaf_count=668 750230 1404 5720 1824 514 238 197 684 164 1478 1562 7520 1077 874 4135 138 389 1162 4975 89 3880 51 56 1164 620694 112 197 453 124 66 internal_value=1.88257e-05 0.000124276 0.00127996 0.0017665 -0.00189316 0.00266262 -0.00598854 -0.00425232 -0.00903588 0.00250345 0.00180831 0.000724533 -0.00165709 0.00441536 0.00511053 0.00727247 -0.00310962 0.000948234 -0.00516299 -0.000933571 0.000861819 -0.0011502 0.0303478 0.00722194 4.99137e-05 -0.00671146 0.00224324 -0.0160453 -0.0291775 -0.0156288 internal_weight=325117 155043 9373.12 8785.06 1728.01 7057.05 588.062 539.799 375.155 6999.49 5765.26 4340.67 2487.51 480.159 1424.59 1064.21 2007.35 674.467 1332.88 1615.54 1177.29 894.362 19.8551 282.931 145669 300.267 153.246 147.021 54.831 35.9796 internal_count=1411839 661609 39295 36846 7578 29268 2449 2252 1568 29030 23310 17559 10039 1951 5751 4273 8088 2724 5364 7064 5240 3987 107 1253 622314 1620 865 755 302 190 is_linear=0 shrinkage=0.03 Tree=451 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 1 2 0 2 3 3 0 0 1 0 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 split_gain=3.57683 18.2104 24.3457 34.7006 20.1938 16.6346 11.974 64.7173 10.7005 10.5969 15.77 15.1774 14.4191 11.7882 10.3263 16.4887 27.2768 40.8227 26.8552 24.9015 20.883 33.4233 18.14 15.2676 15.0597 25.7164 24.1549 25.0001 12.3331 11.9114 threshold=89440.765625000015 19.500000000000004 4.5000000000000009 99995.847656250015 2.5000000000000004 1.0000000180025095e-35 99995.847656250015 10.500000000000002 94494.871093750015 1.532000005245209 1.7404999732971194 44.500000000000007 49.500000000000007 -7.4999999999999991 2.5000000000000004 23484.753906250004 13836.183105468752 13578.460937500002 55938.710937500007 1.0000000180025095e-35 52302.683593750007 1.0000000180025095e-35 11873.722656250002 25918.428710937504 2817.958129882813 6409.8125000000009 8226.4770507812518 10857.155761718752 14763.748535156252 2602.8994140625005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 3 5 -5 8 7 -4 -2 11 -11 -3 -13 -12 15 16 17 22 20 -18 23 -22 24 -17 29 -26 -27 -28 -21 -1 right_child=1 9 6 4 -6 -7 -8 -9 -10 10 13 12 -14 -15 -16 18 19 -19 -20 28 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.00010652209232900469 -0.0058162365691801542 -0.014372303465579942 0.011640322050526793 0.0032251403781224297 -0.00044787317895743605 -0.0081629314287294703 -0.0021843571419963739 -0.0060577251209895915 0.010539798935804624 0.011708211115134154 0.013049833816991475 0.011762229444312069 -0.0048928244077723875 0.0011039330013243643 5.8906004057736496e-05 -0.018476966504922133 0.018675735789314241 -0.024096975597228704 -0.00012719059331611402 0.02109620882363563 0.011244387190949525 -0.022650279334844411 0.017458914019412849 -0.002429337473611964 0.0066766887820384254 -0.012005021415353534 0.012185601629548511 -0.016402778189010786 -0.0024616565006579535 -0.032864418152291824 leaf_weight=16.982593063265085 64.927588373422623 91.29938967525959 333.19488557428122 2717.0879075583071 2671.8913390673697 542.9538628757 8359.1010401025414 420.81507298350334 80.797152733430266 135.58571414649487 75.686821982264519 67.192112520337105 154.02173633128405 4193.3929360806942 302899.20506183431 63.665228687226772 125.79286713711917 69.446495592594147 651.4032908109948 23.342000730335712 31.300696067512035 160.16269587725401 49.810580812394619 329.54182180948555 275.72619704098906 209.49294005706906 98.593542801216245 38.195050746202469 139.72097632288933 23.517992615699768 leaf_count=124 386 399 1361 25329 11921 2375 34233 1697 483 625 337 287 658 18247 1293633 530 1377 1028 3623 210 212 971 469 2433 5919 1089 591 250 891 151 internal_value=1.82642e-05 -0.000371351 -0.000876965 0.000593679 0.00140404 -0.00574745 -0.00185776 0.00176299 0.00325238 0.00125688 0.00163563 -0.00408128 0.000166028 0.00131572 4.3678e-05 -0.00195596 0.0007694 -0.00214133 -0.00431652 0.00864707 -0.008984 -0.0171091 -8.00216e-07 -0.00502765 -0.00131351 -0.000159343 -0.00560252 0.00420296 0.000910585 -0.0190391 internal_weight=325114 19907.9 15190.8 6077.66 5388.98 688.679 9113.11 754.01 145.725 4717.18 4404.67 312.513 221.214 4269.08 305206 2306.69 1070.62 781.765 1236.07 288.856 584.67 191.463 712.319 393.207 662.508 622.008 346.282 136.789 163.063 40.5006 internal_count=1411839 98338 77785 40494 37250 3244 37291 3058 869 20553 19209 1344 945 18584 1313501 19868 12099 9621 7769 2478 4146 1183 8593 2963 8124 7849 1930 841 1101 275 is_linear=0 shrinkage=0.03 Tree=452 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 0 0 0 1 1 3 3 1 0 1 2 3 2 2 0 3 2 3 2 1 0 2 2 1 1 split_gain=3.37224 13.9325 34.6717 30.1345 24.0528 22.6895 20.7424 29.4422 16.9839 16.5866 21.5754 34.5497 22.9407 38.0012 20.5659 20.0675 17.4831 46.8127 38.5294 14.7157 14.6252 15.752 21.1329 16.4039 14.6975 14.1188 25.8155 47.7223 16.6174 15.4469 threshold=3673.091186523438 3152.5231933593755 1.2994999885559084 3.4465000629425053 2.5000000000000004 73.500000000000014 55.500000000000007 51.500000000000007 3.5000000000000004 -1.4999999999999998 1.469500005245209 1.7404999732971194 2.5000000000000004 59.500000000000007 1.0000000180025095e-35 3527.054809570313 1.532000005245209 3455.044799804688 3211.014770507813 56.500000000000007 5.0659999847412118 3267.230346679688 28.166500091552738 3527.054809570313 -2.4999999999999996 4.5000000000000009 1921.9818115234377 1826.4194335937502 -36.499999999999993 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 6 5 20 9 7 8 -3 -4 14 12 16 -14 -11 19 17 -12 -18 -16 -5 24 -23 -24 -22 26 27 -1 -27 -28 right_child=-2 2 3 4 -6 -7 -8 -9 -10 10 11 -13 13 -15 15 -17 18 -19 -20 -21 21 22 23 -25 -26 28 29 -29 -30 -31 leaf_value=-0.0063354295098512776 -7.4539912821296834e-05 -0.0066557293061822479 0.0055875657332698512 -0.0055859990511671282 -0.015292130803390539 0.021328675199312894 -0.024662792733176751 0.0064466959166772763 -0.028031541423562501 -0.0012370482786945136 -0.0058899775501068995 0.0038018702129013616 0.011801156858483255 -0.0051943264788924014 0.0041305452475102894 -0.01552413459004943 0.013236895029136952 0.010095061922088748 -0.0064351805670380003 0.011305668358393205 -0.01913618978913555 -0.0018110206639948706 0.0036341644162091813 0.058370190556608845 0.0087924995025077095 -0.017577972399707851 -0.027892475855233873 0.035202564606072011 6.6028652058458767e-05 -0.0078450588919969661 leaf_weight=121.3683437295258 170061.60858161305 337.77099671959877 1231.7790378034115 438.2246387898922 111.86306688934565 57.631102532148361 48.232401967048645 164.63194619119167 37.130396351218224 360.4470049738884 387.13071237504482 1853.2145522981882 267.65199522674084 212.34378845989704 502.17282585799694 34.286096766591072 96.607036158442497 287.21075303852558 1236.3756783306599 527.46963620185852 18.118826121091843 874.56926425546408 10.404507771134377 9.361272756010294 264.80155725777149 48.056810829788446 55.626696974039078 31.315584748983383 145321.41957736015 91.47416640818119 leaf_count=668 750230 1404 5720 1824 514 238 197 684 164 1478 1562 7520 1077 874 2014 138 389 1162 4975 2121 89 3880 51 56 1164 283 302 197 620411 453 internal_value=1.77148e-05 0.000118909 0.00124026 0.0017124 -0.00183903 0.00258201 -0.00581379 -0.00412876 -0.0087728 0.0024276 0.00175241 0.000701065 -0.00160924 0.00428258 0.0049562 0.0070544 -0.0030181 0.000918258 -0.00500946 0.00780625 -0.000907478 0.000834067 -0.00111774 0.0295577 0.00700389 4.67835e-05 -0.00645703 0.00218404 6.01958e-05 -0.0154261 internal_weight=325100 155039 9369.43 8781.66 1727.34 7054.32 587.766 539.533 374.901 6996.69 5764.91 4340.53 2487.32 479.996 1424.38 1063.93 2007.32 674.341 1332.98 1029.64 1615.48 1177.26 894.335 19.7658 282.92 145669 299.785 152.684 145369 147.101 internal_count=1411839 661609 39295 36846 7578 29268 2449 2252 1568 29030 23310 17559 10039 1951 5751 4273 8088 2724 5364 4135 7064 5240 3987 107 1253 622314 1620 865 620694 755 is_linear=0 shrinkage=0.03 Tree=453 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 1 2 0 3 3 0 0 3 0 2 0 2 2 2 2 1 2 1 1 2 2 2 2 2 2 split_gain=3.31729 17.18 21.3344 32.7085 19.0338 15.6918 12.8599 54.1583 10.5546 14.3896 14.3584 13.5412 10.3079 17.9191 10.1125 9.64889 15.6305 25.6935 38.9428 25.4318 23.8969 20.1715 31.9068 19.157 17.0807 14.4251 14.1238 24.2114 22.7287 23.5701 threshold=89440.765625000015 21.500000000000004 4.5000000000000009 99995.847656250015 2.5000000000000004 1.0000000180025095e-35 99995.847656250015 10.500000000000002 1.532000005245209 1.7404999732971194 44.500000000000007 49.500000000000007 2.3904999494552617 67.500000000000014 94494.871093750015 2.5000000000000004 23484.753906250004 13836.183105468752 13578.460937500002 55938.710937500007 1.0000000180025095e-35 52302.683593750007 1.0000000180025095e-35 -1.4999999999999998 11873.722656250002 25918.428710937504 6409.8125000000009 2817.958129882813 8226.4770507812518 10857.155761718752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 3 5 -5 14 7 -4 10 -10 -3 -12 13 -11 -2 16 17 18 24 21 -19 25 -23 -20 26 -18 27 -1 -28 -30 right_child=1 8 6 4 -6 -7 -8 -9 9 12 11 -13 -14 -15 -16 -17 19 20 23 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.018468851896877594 -0.0056228167096348761 -0.013995924142704248 0.011300826440917389 0.0031348886801913067 -0.00043214844610789518 -0.0079343659124885817 -0.0020391374072203203 -0.0040594416872017994 0.011385609553574271 -0.0011246598228114089 0.011382608423637005 -0.0047430020178910346 0.0019274961581402042 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25329 11921 2375 35852 2199 625 1275 287 658 15029 159 483 1293633 530 1377 47 3623 1101 212 971 981 469 2433 1089 5919 591 250 internal_value=1.7186e-05 -0.000358099 -0.000813886 0.000578584 0.00136503 -0.00558518 -0.00169205 0.00177082 0.00134654 0.00177298 -0.00395913 0.000163015 0.0014263 -0.00350852 0.0031634 4.16569e-05 -0.00189384 0.000765165 -0.00206225 -0.00419342 0.00843061 -0.00874929 -0.0167986 -0.0236318 2.24666e-05 -0.0048759 -0.00125207 0.00334355 -0.00543603 0.00408479 internal_weight=325098 19900.8 15702.3 6072.82 5385.65 687.163 9629.47 877.255 4198.48 3886.14 312.341 221.408 3750.86 345.829 145.46 305197 2300.64 1066.93 779.437 1233.7 287.497 582.277 189.167 68.6942 710.743 393.11 661.092 315.047 346.045 136.591 internal_count=1411839 98338 79906 40494 37250 3244 39412 3560 18432 17088 1344 945 16463 1434 869 1313501 19868 12099 9621 7769 2478 4146 1183 1028 8593 2963 8124 6194 1930 841 is_linear=0 shrinkage=0.03 Tree=454 num_leaves=31 num_cat=0 split_feature=2 0 0 1 2 0 2 0 0 2 1 0 3 3 0 1 1 0 2 2 2 2 1 2 1 2 1 2 2 2 split_gain=3.12212 16.4424 22.9235 25.0465 19.8904 22.5675 19.3934 46.9026 19.1734 13.1962 19.3791 9.80961 9.16216 14.2445 13.6846 12.5677 10.25 9.09917 14.7382 24.2919 36.8564 24.081 22.9201 19.4763 30.4562 16.1209 15.7158 13.6267 13.3048 22.8753 threshold=89440.765625000015 18.500000000000004 6.5000000000000009 3.5000000000000004 94494.871093750015 2.5000000000000004 99995.847656250015 10.500000000000002 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 8.5000000000000018 1.532000005245209 1.7404999732971194 43.500000000000007 2.5000000000000004 -23.499999999999996 2.5000000000000004 23484.753906250004 13836.183105468752 13578.460937500002 55938.710937500007 1.0000000180025095e-35 52302.683593750007 1.0000000180025095e-35 11873.722656250002 -1.4999999999999998 25918.428710937504 6409.8125000000009 2817.958129882813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 4 8 9 7 11 -2 10 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5152.7048067301512 5615.5897257402539 340.68789850175381 43.570912130177021 2709.8197795299347 266.92916017025709 117.58478686213493 134.96725061535835 11.335165053606032 226.59078250825405 20.406777530908585 4573.4043168853968 302896.02991700917 63.329428266733885 122.77343994239345 3.5896136313676825 651.43588196765631 163.30679546296597 30.872268952429295 156.04440089315176 49.498295061290264 64.711882032454014 329.68687011953443 345.8071989249438 274.43102531926706 leaf_count=275 1477 286 630 304 428 22159 22944 1373 205 25329 1162 473 625 53 966 92 19832 1293633 530 1377 47 3623 1101 212 971 469 981 2433 1930 5919 internal_value=1.66713e-05 -0.000347479 -0.000849343 0.000151388 -3.83119e-07 0.000301823 -0.00223657 0.00283259 -0.00692215 0.00234841 -0.00324708 0.012128 0.00113475 0.00146398 -0.00384287 -0.00061654 0.0011812 4.04077e-05 -0.00184136 0.000744891 -0.00200431 -0.00407588 0.00821964 -0.0085223 -0.0164943 2.18455e-05 -0.023052 -0.00473086 -0.00121653 0.00325187 internal_weight=325085 19893.3 14861.4 8633.37 8557.87 8199.86 6228.04 612.449 358.008 3047.16 337.335 271.761 5031.87 4719.71 312.163 246.998 4584.74 305191 2295.27 1063.9 777.819 1231.37 286.08 579.933 186.917 709.518 68.3015 393.016 660.019 314.212 internal_count=1411839 98338 76484 51064 50760 49078 25420 2476 1682 26919 1590 1103 21854 20510 1344 1058 19885 1313501 19868 12099 9621 7769 2478 4146 1183 8593 1028 2963 8124 6194 is_linear=0 shrinkage=0.03 Tree=455 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 0 0 2 2 2 1 1 2 2 0 2 1 0 2 0 2 0 2 0 2 2 0 2 split_gain=3.54558 15.3645 15.9014 23.1978 27.331 41.3643 43.7051 26.5164 16.6769 16.0706 23.8571 22.265 16.3266 15.0606 37.8392 37.4195 33.5803 14.6333 27.7071 13.7298 13.1422 14.532 15.063 12.4901 12.2127 25.929 17.5973 11.6189 24.5889 13.3372 threshold=1.5000000000000002 71.500000000000014 99995.847656250015 16543.466796875004 11.500000000000002 5.5000000000000009 39196.445312500007 12.500000000000002 5.5000000000000009 2047.524841308594 3267.230346679688 1289.946716308594 5.5000000000000009 5.5000000000000009 30553.010742187504 27647.242187500004 7.5000000000000009 79162.558593750015 7.5000000000000009 8.5000000000000018 79162.558593750015 10.500000000000002 84255.890625000015 6.5000000000000009 27647.242187500004 4.5000000000000009 26764.801757812504 26764.801757812504 7.5000000000000009 22743.409179687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 5 6 24 8 -2 11 19 -10 -13 14 23 16 -15 18 -17 -11 -16 22 -22 -7 26 -26 -5 28 -25 -30 right_child=1 -3 -4 4 -6 13 -8 -9 9 10 -12 12 -14 15 20 17 -18 -19 -20 -21 21 -23 -24 27 25 -27 -28 -29 29 -31 leaf_value=4.6480858762290515e-05 0.0039022716595705862 -0.0018362139911856739 -0.0028360155074475101 -0.008504846653605163 0.00035023247721826812 -0.0070406765684480959 0.0040433289976169687 -8.7912708042701504e-05 -0.0057204674186061991 -0.0042755585324063686 -0.0043289007381678707 0.0075464289050354693 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leaf_count=1142269 1095 20972 7425 456 26615 362 1826 193287 1498 342 4957 1231 109 70 2049 177 459 122 102 749 144 52 451 340 303 423 75 596 2251 793 internal_value=-1.61037e-06 -0.000205775 -6.8893e-05 2.15866e-05 0.00139702 0.00395081 -0.0022416 -0.000252651 -0.00339169 -0.00428591 -0.00605625 -0.000300333 0.00556357 0.00619815 0.00715694 -0.00100446 0.00953622 -0.0148605 -0.0224632 -0.0148137 0.0128467 0.005403 0.0080728 0.00370158 -0.0110277 -0.0160019 -0.00358914 0.00467256 0.00331417 0.00502822 internal_weight=325001 61959.7 57160.8 55350.9 9201.43 2675.1 712.328 46149.5 2301.18 2049.87 1419.39 630.476 302.841 1962.77 1732.19 230.585 130.96 99.6249 69.3171 233.841 654.482 160.966 147.984 1077.71 297.056 178.014 119.042 988.368 841.591 757.011 internal_count=1411600 269331 248359 240934 37666 11051 3083 203268 9981 8886 6048 2838 1340 7968 7038 930 529 401 279 1091 2696 647 595 4342 1257 726 531 3980 3384 3044 is_linear=0 shrinkage=0.03 Tree=456 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 0 1 2 2 0 2 0 2 2 1 2 2 2 0 2 2 1 0 2 3 2 2 0 split_gain=3.33663 14.5328 14.8441 19.3025 26.1021 38.2853 38.8633 23.2902 21.2451 32.1625 29.725 24.2724 21.9764 20.8764 28.3744 17.2957 17.442 13.8021 23.5245 13.5974 24.6519 15.0645 13.3313 13.0344 12.9438 11.7702 12.7634 11.9209 11.2504 12.9179 threshold=1.5000000000000002 66.500000000000014 99995.847656250015 18421.471679687504 11.500000000000002 5.5000000000000009 39196.445312500007 10.500000000000002 4.5000000000000009 30553.010742187504 47554.107421875007 7.5000000000000009 25918.428710937504 7.5000000000000009 4076.2145996093755 79162.558593750015 6.5000000000000009 112.33882141113283 308.54922485351568 27647.242187500004 4.5000000000000009 26764.801757812504 22743.409179687504 7.5000000000000009 6.5000000000000009 79162.558593750015 8.545499801635744 84255.890625000015 64691.324218750007 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 5 6 19 13 9 24 11 12 -10 14 -2 16 -12 -3 -19 21 -21 22 -5 -17 -7 -11 -27 -28 -8 -30 right_child=1 17 -4 4 -6 8 28 -9 10 25 15 -13 -14 -15 -16 23 -18 18 -20 20 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=4.5086580620621523e-05 0.0065263431388818093 0.018945929796190284 -0.002719014337621744 0.0043729903817913427 0.00026270095269202725 -0.0095304896011941774 0.0015226683636926212 -5.8691961137089233e-05 -0.031109261093964138 0.015480301779055464 -0.0060714482316710887 0.012040252626429947 0.003380183802276135 -0.0065212613748043668 -0.0062015970738381844 -0.020332933199218653 -0.042033395027459806 -0.010736724146762513 -0.0012667502820755403 -0.028976878773436264 -0.0062491055353497225 0.022690297411039138 -0.018715193245975915 0.015903646359613052 0.0050605474371818197 -0.023162388925561925 -0.00682962537415846 0.013393825312293111 0.018907617873566498 -0.016258970496086943 leaf_weight=263040.23398637748 332.47075448930264 29.504371494054794 1801.6051234900951 45.195823237299919 5466.8884495794773 58.877564027905464 335.43510547280312 44003.375395014882 26.258162245154381 460.30295738577843 20.683470457792282 146.634606346488 45.334870845079422 965.39558704197407 299.76201322674751 15.902253806591032 29.379747793078423 245.19379754364491 6353.7178970817477 72.745624393224716 104.87077476084232 18.362199231982231 44.837108507752419 20.38751283288002 774.58394499123096 12.486741557717322 34.675132036209106 107.74188682436943 68.498516082763672 10.896481990814207 leaf_count=1142269 1447 132 7393 202 22288 237 1452 193622 109 1917 83 591 186 4223 1302 64 119 1214 27541 303 423 75 206 82 3123 50 139 434 330 44 internal_value=-1.5638e-06 -0.000199635 -4.0591e-05 4.95675e-05 0.00141654 0.0039869 -0.00193968 -0.000187878 0.00635599 0.00787023 -0.00084617 0.00504925 -0.0092695 -0.00374604 0.000491615 -0.0157448 -0.0271758 -0.00152709 -0.00161862 -0.0104476 -0.0155576 -0.00207436 -0.00712511 2.46992e-05 0.0040298 0.0130731 0.00592003 0.0084699 0.00392627 0.0140812 internal_weight=324992 61952 55323.6 53522 7920.98 2454.09 700.842 45601 1753.25 1448.67 304.581 218.228 71.593 1597.63 632.233 86.353 50.0632 6628.42 6598.91 286.012 177.616 108.395 90.0329 36.2898 833.462 615.207 154.904 142.417 414.83 79.395 internal_count=1411600 269331 240444 233051 32457 10169 3035 200594 7134 5900 1234 886 295 6972 2749 348 202 28887 28755 1209 726 483 408 146 3360 2540 623 573 1826 374 is_linear=0 shrinkage=0.03 Tree=457 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 0 0 2 2 2 1 1 2 2 0 2 1 0 2 0 2 0 2 0 2 2 2 1 split_gain=3.13994 13.8282 14.1091 20.7904 24.4045 36.9504 38.9264 24.0019 15.2839 15.2136 22.8285 21.1042 15.4288 13.3725 34.1203 33.6231 30.2331 13.2029 25.4126 12.8159 11.7875 12.92 13.4442 11.0507 16.9901 19.1666 16.9847 15.9422 11.7717 10.8603 threshold=1.5000000000000002 71.500000000000014 99995.847656250015 16543.466796875004 11.500000000000002 5.5000000000000009 39196.445312500007 12.500000000000002 5.5000000000000009 2047.524841308594 3267.230346679688 1289.946716308594 5.5000000000000009 5.5000000000000009 27647.242187500004 30553.010742187504 7.5000000000000009 79162.558593750015 7.5000000000000009 8.5000000000000018 79162.558593750015 10.500000000000002 84255.890625000015 7.5000000000000009 25918.428710937504 6.5000000000000009 23484.753906250004 22743.409179687504 29455.711914062504 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 5 6 -5 8 -2 11 19 -10 -13 15 16 23 -15 18 -16 -11 -17 22 -22 24 26 -26 -7 -25 -27 -6 right_child=1 -3 -4 4 29 13 -8 -9 9 10 -12 12 -14 14 17 20 -18 -19 -20 -21 21 -23 -24 27 25 28 -28 -29 -30 -31 leaf_value=4.3734103397954314e-05 0.0037506174476007129 -0.0017408002235040165 -0.0026710618051200871 -0.010433466378287196 4.0229857356661974e-05 -1.201253586189994e-05 0.0038146641898300204 -8.1531764488857055e-05 -0.0054939027394928048 -0.004238847479969032 -0.0041229487841638367 0.0074155927539253834 -0.018408517620231237 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1257 25106 247 1826 193287 1498 342 4957 1231 109 70 177 2049 459 122 102 749 144 52 451 2251 214 260 205 982 183 1509 internal_value=-1.51829e-06 -0.000193677 -6.38153e-05 2.14088e-05 0.00132405 0.00374122 -0.0021217 -0.00023816 -0.00322702 -0.00408499 -0.00580976 -0.000205141 0.00549838 0.00586697 -0.000930041 0.00677117 0.00915401 -0.0141747 -0.021419 -0.0144089 0.0121494 0.005099 0.00761834 0.00351572 -0.00169255 0.00450249 -0.0107172 0.00528935 0.0117369 0.000335807 internal_weight=324984 61944.3 57147.5 55338.6 9194.77 2668.3 710.024 46143.8 2297.71 2046.12 1416.45 629.672 302.957 1958.28 229.921 1728.36 130.536 99.3854 69.0688 232.285 651.704 160.772 147.802 1076.65 273.505 162.177 111.328 803.149 108.694 6526.47 internal_count=1411600 269331 248359 240934 37666 11051 3083 203268 9981 8886 6048 2838 1340 7968 930 7038 529 401 279 1091 2696 647 595 4342 1109 657 452 3233 443 26615 is_linear=0 shrinkage=0.03 Tree=458 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 0 0 2 2 2 0 1 2 0 2 2 2 1 0 2 2 3 1 0 0 2 0 1 1 2 split_gain=2.98584 12.8832 12.5932 6.61016 6.60764 9.44551 14.7207 5.40006 8.828 11.074 11.6934 8.30202 6.48199 8.56355 6.34524 5.9231 4.94673 11.6303 29.6277 12.1133 11.1091 12.1145 11.5153 10.6139 9.82356 13.7344 17.2485 11.9188 17.3403 9.71394 threshold=11.500000000000002 23.500000000000004 5579.1726074218759 511.26914978027349 12.500000000000002 20.500000000000004 22.500000000000004 75297.019531250015 32790.857421875007 12411.391601562502 15.500000000000002 14.500000000000002 39196.445312500007 15.500000000000002 17466.614257812504 54303.691406250007 7188.3642578125009 22.500000000000004 37.500000000000007 55938.710937500007 10857.155761718752 1.1054999828338625 46.500000000000007 29.500000000000004 41.500000000000007 3673.103149414063 28.500000000000004 23.500000000000004 21.500000000000004 3383.5720214843755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -6 -7 8 9 10 -4 -11 -10 -14 -13 -15 24 18 19 -18 21 22 -19 -21 25 26 27 28 29 -3 right_child=1 16 7 4 5 6 -8 -9 12 11 -12 14 13 15 -16 -17 17 20 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0668380251473419e-05 0.01260059517953175 -0.0023348402887760633 -0.013585982859857825 0.0037278541423639592 -0.018674287261843732 0.018153419806780681 -0.024630663894694899 -0.0026582985654218594 0.022730902374145209 0.0027687315171534572 0.0097472643570752689 -0.032050203500647141 0.018581905930876261 0.006379213028397549 -0.0056277264672667795 -0.016027804278941082 -0.013860842418919895 0.018991843430025607 -0.00042557904290729814 -0.0066252739292219287 0.0017940430222224239 -0.011240898083404305 -0.012408454741986963 0.028482502353147351 -0.0017274398748391496 0.0055576242699639355 0.0017509334275717615 -0.026948972998084696 0.025150857054548881 -0.018289134113084117 leaf_weight=319282.47478659917 17.779919892549515 83.462464183568954 21.665331438183784 36.72139447927475 56.880699649453163 19.121946468949318 11.645809754729273 61.812896698713303 41.313657701015472 40.148544520139694 179.32819037139416 14.889954447746275 47.357298627495766 52.6441420763731 18.151170566678047 13.299936473369597 300.92386224865913 27.247750267386436 507.69300924241543 24.10746194422245 655.95292684156448 132.09273552894592 17.112465143203735 11.422231167554854 2180.6513797864318 483.81657632440329 534.42130841314793 27.906610488891602 14.870936557650564 58.364904955029488 leaf_count=1384345 85 454 87 182 316 96 60 250 177 165 734 60 205 219 73 54 1437 116 2264 105 3009 578 73 52 11141 2019 2716 144 76 308 internal_value=-1.47403e-06 -0.000682484 0.0033533 -0.00450927 -0.0069553 -0.0114311 0.00195935 0.0056314 0.00682639 0.00359394 0.00723215 -0.00639729 0.0125586 0.00884939 -0.017535 0.00186005 -0.00118716 -0.00251969 -0.00500092 -0.0119049 -3.4688e-06 -0.00668561 0.00687882 0.00466132 -0.000526878 0.00164964 -0.00097996 -0.00888575 -0.00566884 -0.00890036 internal_weight=324975 5692.81 632.761 142.15 124.37 87.6485 30.7678 490.611 428.798 274.183 200.994 73.1897 154.615 113.301 33.0411 65.9441 5060.05 1676.55 844.147 336.454 832.406 176.453 44.3602 35.5297 3383.49 1202.84 719.026 184.605 156.698 141.827 internal_count=1411600 27255 2763 739 654 472 156 2024 1774 1119 821 298 655 478 133 273 24492 7634 3858 1594 3776 767 189 157 16858 5717 3698 982 838 762 is_linear=0 shrinkage=0.03 Tree=459 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 0 0 2 2 2 2 1 2 2 0 2 1 2 0 2 2 0 2 2 0 0 2 0 split_gain=2.90653 12.9561 13.2847 19.5429 22.9911 34.8115 36.6937 22.8322 16.8373 27.1699 13.2304 26.8563 13.3378 12.5962 32.1532 31.767 28.5471 12.4593 24.1198 11.1627 12.1662 12.6612 10.8017 23.5383 15.6184 10.7019 12.2609 10.401 16.0045 18.0557 threshold=1.5000000000000002 71.500000000000014 99995.847656250015 16543.466796875004 11.500000000000002 5.5000000000000009 39196.445312500007 11.500000000000002 7.5000000000000009 4076.2145996093755 2343.383422851563 2871.6833496093755 1289.946716308594 5.5000000000000009 27647.242187500004 30553.010742187504 7.5000000000000009 79162.558593750015 7.5000000000000009 79162.558593750015 10.500000000000002 84255.890625000015 27647.242187500004 4.5000000000000009 26764.801757812504 64691.324218750007 4.5000000000000009 7.5000000000000009 25918.428710937504 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 5 6 22 8 9 -2 12 -12 -10 15 16 27 -15 18 -16 -17 21 -21 24 -24 -5 -8 -27 28 -7 -30 right_child=1 -3 -4 4 -6 13 25 -9 10 -11 11 -13 -14 14 17 19 -18 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=4.2102202266494269e-05 0.0063089200743306787 -0.0016840580231061574 -0.0025908943608930184 -0.0077992843164599156 0.00032646570618950169 -0.010407501775594408 0.0013641047447549911 -9.4303504071541447e-05 -0.0072267795085793835 -0.0065136913952523971 -0.023627419012999307 -0.0059541147201467885 0.0029755881653828913 -0.027837098736350981 -0.0074468447324128311 0.014062298088723009 0.014264428857754323 0.0022588968623947761 -0.044368060662660878 -0.0080960900148998784 -0.022921205156420689 0.012374785422511034 -0.02801224009937572 -0.0057515795930514323 0.02228346570210897 0.018397751807367645 -0.015869353741566668 0.0051328273928866706 -0.009895452725176189 0.011402467245636832 leaf_weight=263038.60291860835 333.05409517884254 4795.6803695661947 1808.3931273818016 99.851265296339989 6524.8962437212467 111.20855291187763 334.9994104206562 44317.995951928198 208.44094900786877 268.71530075371265 87.588192909955978 664.25049921870232 258.15655100345612 16.613050058484077 43.977077633142471 489.62047798931599 113.6733371168375 30.321614131331444 24.964230805635452 35.934592038393021 12.959474369883536 111.76980841159821 72.192671626806259 104.82468934357166 18.393912702798843 67.869307562708855 10.907751142978666 802.77217288315296 53.477499678730965 108.52681319415569 leaf_count=1142269 1447 20972 7425 456 26615 452 1452 195315 954 1171 430 2799 1152 70 177 2049 459 122 102 144 52 451 303 423 75 330 44 3233 214 443 internal_value=-1.43237e-06 -0.000186333 -6.06231e-05 2.20788e-05 0.00128542 0.00363343 -0.00206132 -0.000229553 -0.00352258 0.000583086 -0.00555031 -0.00801303 -0.00158207 0.00569794 -0.000904318 0.00657587 0.00889599 -0.0137676 -0.0208163 0.0118107 0.00494916 0.00739448 -0.0101404 -0.0148301 -0.00311969 0.00370373 0.013653 0.00341211 -0.00164382 0.00437204 internal_weight=324971 61932 57136.3 55328 9189.75 2664.86 709.039 46138.2 1820.21 601.769 1218.44 751.839 466.598 1955.82 229.549 1726.27 130.286 99.2629 68.9413 650.284 160.664 147.704 295.263 177.017 118.245 413.776 78.7771 1075.99 273.213 162.004 internal_count=1411600 269331 248359 240934 37666 11051 3083 203268 7953 2618 5335 3229 2106 7968 930 7038 529 401 279 2696 647 595 1257 726 531 1826 374 4342 1109 657 is_linear=0 shrinkage=0.03 Tree=460 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 3 split_gain=3.51013 24.2838 21.0068 12.9735 11.4063 9.01691 8.29415 5.45838 21.1486 30.0123 18.5266 10.4585 8.83284 11.6486 5.61799 8.63428 8.6103 6.00867 8.78757 11.0687 10.8132 20.8196 5.21173 5.08281 4.88886 5.5067 13.1281 4.21873 3.83981 3.09982 threshold=1.5000000000000002 13836.183105468752 11087.062988281252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 23484.753906250004 28492.581054687504 29455.711914062504 16543.466796875004 15804.419433593752 17466.614257812504 22009.412109375004 99995.847656250015 75297.019531250015 1.0000000180025095e-35 1.0000000180025095e-35 50009.173828125007 45473.716796875007 37774.541015625007 32790.857421875007 -5.4999999999999991 68532.378906250015 64691.324218750007 33967.421875000007 45473.716796875007 16176.651367187502 52302.683593750007 2.5095000267028813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 22 10 -9 -10 11 -5 -12 -14 15 17 -16 18 19 20 21 -11 -7 24 25 -19 -27 -13 -28 -2 right_child=29 3 -4 7 -6 6 -8 8 9 14 12 27 13 -15 16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.030055031031996374 7.0934931873965521e-05 0.030396174684739104 -0.017212715219113377 0.010401082345994144 0.030375505955080484 0.020200443547355524 0.0088202173248725646 -0.019932538076410235 0.059458716704143329 0.018466469442376333 0.042489802093174607 -0.02681635185160381 0.00087721808407419393 0.059980248579471096 0.010881763371255428 -0.014421076049350341 -0.0013234170768397313 0.020861880191595964 0.014251154485467103 -0.023331681791594765 0.026337861500330215 -0.085277305212873397 -0.022709046288973713 -0.009023950193700659 0.032673991505377767 -0.029715977974202844 0.022195548909726706 0.0015606563007705605 -0.0085778604351563915 -0.00011469835298292356 leaf_weight=7.0920250670751548 168612.96900191158 17.685952370986342 94.438627475872636 32.192455071955919 12.837465957738457 2.881300566717985 18.421124875545502 33.725374773144722 8.8426867611706239 4.597927330061796 17.93931476958096 13.508395463228227 14.707881636917593 3.7706175912171593 148.54864807613194 32.861078195273876 80.054482892155647 19.802212297916412 17.150085888803005 26.585998237133026 10.714942738413809 2.8018656522035599 21.990885240957141 11.822342574596403 9.156526103615759 8.9780424535274523 14.173941783607008 7.2434202954173079 4.9145285300910464 155735.74818881042 leaf_count=3882 716464 1944 1421 478 334 150 74 457 49 102 215 179 237 91 9779 377 407 131 333 251 190 40 413 106 65 108 180 89 65 673303 internal_value=-1.36187e-05 0.00210933 -0.00825287 0.00512481 0.00513083 -0.00130115 -0.00643772 0.004272 0.00288392 0.00480283 0.0110248 -0.000304188 0.0274949 0.0129374 0.00357042 -0.000674621 0.00660763 0.00278161 -0.00400491 -0.0110091 0.00707604 -0.0208152 -0.0177382 0.00887843 0.0125899 0.00874814 0.000201342 -0.0169114 0.0142726 -1.81967e-05 internal_weight=325048 699.44 157.661 541.779 63.2228 50.3853 43.2933 524.093 434.731 401.005 89.3621 52.9443 36.4178 18.4785 392.163 163.559 228.603 130.698 61.8508 44.7007 18.1147 7.39979 24.8722 68.8476 57.0253 47.8687 28.0665 20.7518 19.0885 324349 internal_count=1411914 22147 6274 15873 4853 4519 637 13929 12640 12183 1289 746 543 328 12134 1948 10186 1571 916 583 332 142 563 655 549 484 353 268 245 1389767 is_linear=0 shrinkage=0.03 Tree=461 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 0 0 2 0 2 1 split_gain=3.31816 22.9363 19.9119 12.7066 11.0173 8.67554 7.69005 5.12217 20.0606 28.0183 17.3497 9.89852 8.09477 11.1984 5.34379 8.22501 8.17436 8.48735 7.14092 10.213 10.2789 18.1711 4.81864 4.07325 2.95883 10.2063 33.3456 13.384 16.6625 12.6967 threshold=1.5000000000000002 13836.183105468752 11087.062988281252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 23484.753906250004 28492.581054687504 29455.711914062504 16543.466796875004 15804.419433593752 17466.614257812504 22009.412109375004 99995.847656250015 1.0000000180025095e-35 72035.476562500015 1.0000000180025095e-35 50009.173828125007 45473.716796875007 37774.541015625007 32790.857421875007 -5.4999999999999991 16176.651367187502 65.500000000000014 52.500000000000007 37774.541015625007 58.500000000000007 58108.183593750007 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 22 10 -9 -10 11 -5 -12 -14 16 -16 17 18 19 20 21 -11 -7 -13 25 -2 29 28 -28 -27 right_child=24 3 -4 7 -6 6 -8 8 9 14 12 23 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.030053401564821614 -5.6271406654668588e-05 0.0303844395395181 -0.016799123925184817 0.010067283663217283 0.030151311362263861 0.019984236017326889 0.0085507745095458783 -0.019532002870122186 0.057313196414986431 0.018218928510465526 0.040845011532959323 -0.026440785993407347 0.0008507910760514524 0.059193489835815648 0.010668960389097981 -0.0012845111232979011 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267 251 190 40 413 89 141273 10101 954 3028 672 147913 internal_value=-1.32081e-05 0.00205484 -0.00803771 0.00499032 0.00499082 -0.00125219 -0.00618362 0.00415601 0.00280749 0.00467278 0.0106974 -0.000297699 0.0265969 0.0125945 0.00347486 0.00645591 -0.000651394 0.00335465 -0.00482057 -0.0105822 0.00692832 -0.0197993 -0.016934 -0.0165747 -1.76507e-05 1.30353e-05 0.000468522 0.00568962 0.00121931 0.000318942 internal_weight=325047 696.763 156.995 539.768 63.1253 50.576 43.6932 522.599 433.278 399.888 89.3207 52.8044 36.5163 18.4169 390.991 226.996 163.995 120.785 58.7245 45.0574 18.0011 7.5317 25.2618 20.5434 324350 290977 38427.9 1070.26 385.602 37357.6 internal_count=1411914 22147 6274 15873 4853 4519 637 13929 12640 12183 1289 746 543 328 12134 10186 1948 1440 850 583 332 142 563 268 1389767 1248494 162668 4654 1626 158014 is_linear=0 shrinkage=0.03 Tree=462 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 2 2 0 split_gain=3.13674 21.659 18.8678 12.4427 10.6373 8.35019 7.1354 4.80627 19.023 26.2104 16.2449 9.36717 7.42498 10.7393 5.08134 7.85467 7.7467 5.20142 7.8599 9.43343 9.78067 16.0011 4.5203 4.46232 4.40649 5.06811 12.3985 3.93036 3.4976 2.78398 threshold=1.5000000000000002 13836.183105468752 11087.062988281252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 23484.753906250004 28492.581054687504 29455.711914062504 16543.466796875004 15804.419433593752 17466.614257812504 22009.412109375004 99995.847656250015 1.0000000180025095e-35 75297.019531250015 1.0000000180025095e-35 50009.173828125007 45473.716796875007 37774.541015625007 32790.857421875007 68532.378906250015 -5.4999999999999991 64691.324218750007 33967.421875000007 45473.716796875007 16176.651367187502 52302.683593750007 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 23 10 -9 -10 11 -5 -12 -14 16 -16 17 18 19 20 21 -11 24 -7 25 -19 -27 -13 -28 -2 right_child=29 3 -4 7 -6 6 -8 8 9 14 12 27 13 -15 15 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=0.030051821365719027 1.2645099445188561e-05 0.030373052470587199 -0.016390879226485505 0.0097443976967829578 0.029919559832476076 0.019766486542094928 0.0082900200055802727 -0.019133284566022559 0.05534046824826036 0.017971164809244752 0.039272290073541105 -0.02606099146983936 0.00082516127957532994 0.058304763747976752 0.010458162998826096 -0.0012467277920075251 -0.013691987262088902 0.019530599535968547 0.01384270666714244 -0.021204860541380838 0.025973643988822511 -0.069933293284329318 -0.0087467852486569232 -0.020536707422941693 0.030457033852317631 -0.029608463741842804 0.020609536938182054 0.0014654152260885299 -0.0086355107201318351 -0.00027664630876261679 leaf_weight=6.6797203847672781 290978.11191633716 16.668491418706253 93.32966841571033 32.329036926850677 12.271339799277483 2.7721775323152569 18.44064462184906 33.067806638777256 8.9376874752342683 4.4476951118558672 18.257017735391855 13.084860224276783 14.711644778028132 3.6515581198036662 145.47749909199774 79.958028748631477 32.723406482487917 20.171060398221016 16.796929772943258 27.509091183543205 10.230319015681742 3.2078043147921562 11.717720612883566 22.86600480787456 9.4225850701332075 8.8424926996231097 14.568418182432653 7.2580519169569007 4.9246599227190009 33372.730975238606 leaf_count=3882 1248494 1944 1421 478 334 150 74 457 49 102 215 179 237 91 9779 407 377 131 333 251 190 40 106 413 65 108 180 89 65 141273 internal_value=-1.28085e-05 0.00200145 -0.00782675 0.00485802 0.00485433 -0.00120542 -0.00594215 0.00404218 0.00273255 0.00454501 0.0103782 -0.000291263 0.0257245 0.0122551 0.00338092 0.00630664 -0.000627058 0.00261576 -0.00369011 -0.0101776 0.00678284 -0.0188625 0.00824664 -0.0161788 0.011684 0.00803729 -0.000144385 -0.01624 0.0132212 -1.71203e-05 internal_weight=325045 694.323 156.36 537.964 63.0299 50.7585 44.0788 521.295 432.003 398.935 89.2922 52.6719 36.6202 18.3632 389.998 225.436 164.562 131.839 62.1918 45.3949 17.8858 7.6555 69.6469 25.6382 57.9292 48.5066 28.3356 20.3429 19.4931 324351 internal_count=1411914 22147 6274 15873 4853 4519 637 13929 12640 12183 1289 746 543 328 12134 10186 1948 1571 916 583 332 142 655 563 549 484 353 268 245 1389767 is_linear=0 shrinkage=0.03 Tree=463 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 1 2 2 2 split_gain=2.96443 20.4521 17.8727 12.1805 10.2662 8.03984 6.62549 4.50816 18.0363 24.5634 15.2089 8.86305 6.81732 10.2752 4.83098 7.49883 7.30059 4.91615 4.2985 5.82852 10.9005 30.9995 15.7694 8.08686 10.4784 12.7863 4.13843 3.79013 3.58829 2.79819 threshold=1.5000000000000002 13836.183105468752 11087.062988281252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 23484.753906250004 28492.581054687504 29455.711914062504 16543.466796875004 15804.419433593752 17466.614257812504 22009.412109375004 99995.847656250015 1.0000000180025095e-35 75297.019531250015 30553.010742187504 50009.173828125007 1.0000000180025095e-35 32790.857421875007 40758.552734375007 45473.716796875007 45473.716796875007 37774.541015625007 32790.857421875007 -5.4999999999999991 16176.651367187502 68532.378906250015 11333.392578125002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 26 10 -9 -10 11 -5 -12 -14 16 -16 17 -11 19 23 -21 -22 -23 24 25 -19 -7 -13 -20 -4 right_child=-2 3 29 7 -6 6 -8 8 9 14 12 27 13 -15 15 -17 -18 18 28 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030050286527719038 -1.6606736976510234e-05 0.030362003690206939 -0.031450474192770222 0.0094320899804979531 0.029680200671245813 0.019547247281114233 0.0080376229676425073 -0.018736690045765649 0.053519931616967699 0.023751520861856106 0.037769850621397663 -0.025677117608772018 0.00080030623998029635 0.057323922810598178 0.01024943968512539 -0.0012100354044930416 -0.013309235516042541 0.015868835632004127 0.015642378170582442 -0.024242977026958341 0.088757727424677579 -0.032832128945925562 0.020025933260268899 -0.020242773873684297 0.025790035292054463 -0.064015389227588052 -0.019559401735045796 0.0014200669957510018 -0.0019406855130423767 -0.014233470592625072 leaf_weight=6.4826306352624661 324350.77071983553 16.181660805596039 9.4599804170429689 32.396460605785251 12.00326694594696 2.719966095872226 18.448989748954773 32.759453475475311 8.9640205577015859 9.1452304124832136 18.411362053826451 12.885117653757336 14.713450036942961 3.6033678837120524 144.00936827994883 79.911881893873215 32.655597988516092 3.8448223229497698 25.89890506118536 8.1468968987464887 4.3388171568512943 7.9269092381000545 14.142035715281962 27.945190392434597 9.9975851587951166 3.3961547687649727 23.281743632629514 7.2650414779782286 17.506771545857191 83.357623729854822 leaf_count=3882 1389767 1944 102 478 334 150 74 457 49 56 215 179 237 91 9779 407 377 87 351 64 33 101 171 251 190 40 413 89 227 1319 internal_value=-1.24226e-05 0.00194931 -0.00762001 0.00472978 0.00472128 -0.0011607 -0.00571247 0.00393193 0.00265987 0.00442177 0.0100673 -0.00028488 0.0248781 0.0119199 0.00328998 0.00615984 -0.000606004 0.00252979 0.000953766 -0.00318159 0.00609321 0.015452 0.00103993 -0.0102746 0.00588476 -0.0215984 -0.0154686 -0.0159074 0.00855062 -0.0159882 internal_weight=325043 691.8 155.754 536.046 62.9366 50.9333 44.4507 519.864 430.59 397.83 89.2748 52.5466 36.7282 18.3168 388.866 223.921 164.945 132.289 123.144 79.7384 34.5547 26.4078 22.0689 45.1838 17.2386 7.24098 26.0017 20.1502 43.4057 92.8176 internal_count=1411914 22147 6274 15873 4853 4519 637 13929 12640 12183 1289 746 543 328 12134 10186 1948 1571 1515 937 369 305 272 568 317 127 563 268 578 1421 is_linear=0 shrinkage=0.03 Tree=464 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 2 2 2 1 1 3 2 split_gain=2.79938 19.3106 16.9397 11.9224 9.90399 7.74357 6.1561 4.22983 17.0941 23.0608 14.2382 8.38482 6.26594 9.80985 4.59602 7.15706 6.89149 6.90115 5.96614 8.07628 8.86974 12.6798 3.84328 3.65259 2.78859 6.01444 3.32949 3.07707 2.75663 26.9125 threshold=1.5000000000000002 13836.183105468752 11087.062988281252 -3.4999999999999996 4417.2790527343759 1.0000000180025095e-35 1.0000000180025095e-35 23484.753906250004 28492.581054687504 29455.711914062504 16543.466796875004 15804.419433593752 17466.614257812504 22009.412109375004 99995.847656250015 1.0000000180025095e-35 72035.476562500015 1.0000000180025095e-35 50009.173828125007 45473.716796875007 37774.541015625007 32790.857421875007 -5.4999999999999991 16176.651367187502 11333.392578125002 13264.737792968752 -1.4999999999999998 1.0000000180025095e-35 2.5095000267028813 5832.3920898437509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 -1 22 10 -9 -10 11 -5 -12 -14 16 -16 17 18 19 20 21 -11 -7 -13 -4 -26 -27 -28 29 -2 right_child=28 3 24 7 -6 6 -8 8 9 14 12 23 13 -15 15 -17 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14.715205674991013 3.5618743840605012 142.58447029814124 79.867075353860855 42.897432267665863 63.325674444437027 13.185572311282156 28.365273416042328 9.7710436470806581 3.5756221190094948 23.683650409802794 7.2718224562704554 5.6716919317841521 5.4598308559507123 18.64057582616806 53.251300759613514 155737.51445828285 35411.350172266364 leaf_count=3882 569826 1944 102 478 334 150 74 457 49 102 215 179 237 91 9779 407 508 590 267 251 190 40 413 89 106 82 229 902 673303 146638 internal_value=-1.20496e-05 0.00189759 -0.00742098 0.00460286 0.00459159 -0.00111792 -0.0054938 0.0038229 0.00258746 0.00429958 0.00976469 -0.000278557 0.024058 0.0115894 0.00319938 0.0060155 -0.000587432 0.00303551 -0.0043276 -0.00942505 0.00650427 -0.0171662 -0.0147995 -0.015577 -0.0156031 -0.0138629 -0.0160494 -0.0143341 -1.61085e-05 6.79446e-05 internal_weight=325040 689.411 155.112 534.299 62.8455 51.1007 44.8094 518.59 429.323 396.859 89.2669 52.4282 36.8388 18.2771 387.881 222.452 165.43 122.532 59.2067 46.0211 17.6559 7.88483 26.3529 19.965 92.2665 83.0234 77.3517 71.8919 324351 168613 internal_count=1411914 22147 6274 15873 4853 4519 637 13929 12640 12183 1289 746 543 328 12134 10186 1948 1440 850 583 332 142 563 268 1421 1319 1213 1131 1389767 716464 is_linear=0 shrinkage=0.03 Tree=465 num_leaves=31 num_cat=0 split_feature=2 2 0 0 3 1 0 0 0 0 0 1 0 2 1 1 0 3 0 1 0 2 1 0 2 0 1 2 0 2 split_gain=4.32905 8.37346 42.811 18.8875 15.9252 15.9648 18.2756 12.988 15.0888 20.1923 12.151 12.5824 12.0924 9.62558 9.49761 11.0354 9.32526 6.25264 10.8981 14.4204 8.67611 13.1729 20.3549 20.4394 10.5208 13.4669 7.98051 7.08859 6.30907 6.09451 threshold=169.44351196289065 186.24382019042972 37.500000000000007 40.500000000000007 1.0205000042915346 1.0000000180025095e-35 55.500000000000007 63.500000000000007 59.500000000000007 57.500000000000007 27.500000000000004 1.0000000180025095e-35 39.500000000000007 177.03444671630862 1.0000000180025095e-35 6.5000000000000009 75.500000000000014 1.247500002384186 35.500000000000007 9.5000000000000018 55.500000000000007 112.33882141113283 1.0000000180025095e-35 41.500000000000007 149.35324859619143 40.500000000000007 -5.4999999999999991 142.00050354003909 43.500000000000007 149.35324859619143 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 10 12 14 7 -7 8 9 -6 11 -2 -4 -8 -5 -16 -9 -1 19 26 21 -20 23 29 -24 -26 -19 -25 -27 -23 right_child=1 -3 3 4 5 6 13 16 -10 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22 22 24 27 25 28 -28 -29 -30 -31 leaf_value=-0.00094107932017012874 0.01339305718358081 2.5296022362559951e-05 -0.0065197489775014441 0.0014674048078288835 0.0014264600754403385 0.00024170002351225439 -0.010695807102373939 0.025125957797852178 -0.030383457158200566 0.033402120911517494 0.021675214704486308 0.0018103724651647006 -0.033929780325471136 -0.0032415820520319675 0.012903847172862191 -0.017683811508512802 -0.0014153279384096237 0.015716152655026547 0.0017238459791733593 0.030422780683079867 4.6028055134660889e-05 0.025694964797699015 0.024525234385719727 -0.00072220695160115712 0.021490072762583176 -0.010293128434056742 -0.00201321247747293 -0.018861968451544631 0.014899908967096099 0.0062023741008112336 leaf_weight=9224.1446828246117 185.63329114019871 306073.77253021183 44.029889434576035 168.96673290431499 2471.6110967546701 1448.6128293573856 228.38626307994127 36.11761249601841 13.299309149384497 17.902878269553185 72.20842170715332 154.79608292877674 21.587879985570908 491.26686710864305 186.03014503419399 11.257888108491896 17.778670772910118 23.189355500042439 911.84219522029161 12.63537512719631 1409.6600319668651 23.194302305579185 74.924303710460663 39.610344290733337 40.066331580281258 29.829009801149368 1561.5642868354917 37.977153569459915 12.779101878404616 38.229317992925644 leaf_count=39761 804 1330076 188 712 10071 6505 1031 147 54 72 304 671 91 2221 759 65 73 122 3966 61 6194 101 308 168 170 138 6876 154 58 160 internal_value=2.35383e-05 4.62728e-05 0.00119906 0.000455045 0.000661163 0.000194026 -0.00169957 0.00179993 0.00148616 0.00165641 0.0104973 0.00812631 -0.0155375 -0.00560723 0.0066876 0.0111584 0.0163708 -0.000503637 0.000453551 -0.00149927 0.00164502 0.00351025 0.00900205 0.000634184 0.016383 0.00900402 -0.00175378 -0.00960117 -0.00273719 0.013563 internal_weight=325083 311643 5569.49 5156.85 5091.23 4724.98 2168.27 2556.71 2502.81 2489.51 412.638 340.429 65.6178 719.653 366.255 197.288 53.8963 13439.6 4215.5 1597.39 2618.11 1208.45 296.61 139.011 157.599 82.6744 1584.75 77.5875 42.6081 61.4236 internal_count=1412081 1353844 23768 21989 21710 20174 9757 10417 10197 10143 1779 1475 279 3252 1536 824 220 58237 18476 7059 11417 5223 1257 583 674 366 6998 322 196 261 is_linear=0 shrinkage=0.03 Tree=466 num_leaves=31 num_cat=0 split_feature=2 2 0 0 3 1 0 0 0 0 0 0 1 2 1 1 0 0 3 0 1 0 2 1 0 2 0 1 2 3 split_gain=4.07361 7.88141 40.332 17.7956 14.9774 15.0272 17.2356 12.2497 14.1802 19.0454 11.4303 11.3572 11.9227 9.13585 8.92149 10.3952 8.81629 5.89175 5.88348 10.2542 13.4375 8.16222 12.3773 19.0683 19.2654 9.84601 12.6006 7.55284 6.65633 5.93346 threshold=169.44351196289065 186.24382019042972 37.500000000000007 40.500000000000007 1.0205000042915346 1.0000000180025095e-35 55.500000000000007 63.500000000000007 59.500000000000007 57.500000000000007 39.500000000000007 27.500000000000004 1.0000000180025095e-35 181.1947937011719 1.0000000180025095e-35 6.5000000000000009 75.500000000000014 32.500000000000007 1.247500002384186 35.500000000000007 9.5000000000000018 55.500000000000007 112.33882141113283 1.0000000180025095e-35 41.500000000000007 149.35324859619143 40.500000000000007 -5.4999999999999991 142.00050354003909 1.2994999885559084 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 11 10 14 7 -7 8 9 -6 -4 12 -2 -8 -5 -16 -9 -13 -1 20 27 22 -21 24 -24 -25 -27 -20 -26 -28 right_child=1 -3 3 4 5 6 13 16 -10 -11 -12 17 -14 -15 15 -17 -18 -19 19 21 -22 -23 23 25 28 26 29 -29 -30 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186.28571745753288 11.149985149502752 17.782300308346748 54.164952084422112 23.024579837918282 911.71666523814201 12.768114894628523 1409.6660725548863 61.227094754576683 75.146783918142319 39.616682261228561 40.233821928501129 12.837272509932516 1561.3872932046652 38.026763215661049 29.727631360292435 leaf_count=39761 804 1330076 188 712 10071 6505 1866 147 54 72 91 75 671 1386 759 65 73 229 122 3966 61 6194 261 308 168 170 58 6876 154 138 internal_value=2.28317e-05 4.48846e-05 0.0011635 0.000441494 0.000641487 0.000188253 -0.00164956 0.00174625 0.00144177 0.00160694 -0.0150927 0.0101937 0.00789626 -0.00544896 0.00648484 0.0108152 0.0159107 0.0209876 -0.000488575 0.000439931 -0.00145449 0.00159559 0.00340465 0.00872563 0.00061635 0.0158556 0.00871978 -0.00170151 -0.00930624 -0.00265844 internal_weight=325080 311641 5567.44 5155.25 5089.73 4723.36 2167.08 2556.29 2502.49 2489.18 65.5271 412.188 339.853 718.366 366.363 197.436 53.7939 72.3348 13438.6 4215.38 1597.18 2618.2 1208.53 296.816 138.871 157.946 82.7987 1584.41 77.6434 42.5649 internal_count=1412081 1353844 23768 21989 21710 20174 9757 10417 10197 10143 279 1779 1475 3252 1536 824 220 304 58237 18476 7059 11417 5223 1257 583 674 366 6998 322 196 is_linear=0 shrinkage=0.03 Tree=467 num_leaves=31 num_cat=0 split_feature=2 2 0 0 3 1 0 0 0 0 0 0 1 2 1 1 0 1 0 3 0 1 2 0 2 0 3 1 2 0 split_gain=3.83327 7.41843 38.0016 16.769 14.0869 14.1445 16.2542 11.5554 13.3322 17.9732 10.8126 10.6315 11.297 8.83418 8.38197 9.79343 8.33791 5.64484 5.56251 5.53608 9.64825 12.5305 7.69513 23.6579 9.46292 18.7438 11.4914 9.4183 8.19938 7.80585 threshold=169.44351196289065 186.24382019042972 37.500000000000007 40.500000000000007 1.0205000042915346 1.0000000180025095e-35 55.500000000000007 63.500000000000007 59.500000000000007 57.500000000000007 39.500000000000007 27.500000000000004 1.0000000180025095e-35 177.03444671630862 1.0000000180025095e-35 6.5000000000000009 75.500000000000014 1.0000000180025095e-35 32.500000000000007 1.247500002384186 35.500000000000007 9.5000000000000018 112.33882141113283 41.500000000000007 156.82556152343753 42.500000000000007 1.2994999885559084 5.5000000000000009 151.73783874511722 68.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 11 10 14 7 -7 8 9 -6 17 12 -2 -8 -5 -16 -9 -4 -13 -1 21 -21 -22 -24 27 -26 -27 28 29 -25 right_child=1 -3 3 4 5 6 13 16 -10 -11 -12 18 -14 -15 15 -17 -18 -19 -20 20 22 -23 23 24 25 26 -28 -29 -30 -31 leaf_value=-0.00088563646451794665 0.01269154134596568 2.3801063943475336e-05 -0.016149080442923749 0.0013813224831102679 0.0013424808671088798 0.00022738564527395296 -0.01018793478027505 0.023787671491005628 -0.028526844983970321 0.031582368285007233 -0.03212024444045164 0.034702900634993143 0.0017017336296803332 -0.0030290163916670497 0.012108894903548988 -0.016965716936338908 -0.0013311393559606514 0.0054042047949187828 0.015523400680124205 -0.0016507992639804203 0.00037729966400678895 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0.000622401 0.000182654 -0.00160101 0.00169418 0.00139871 0.00155896 -0.0146627 0.00989993 0.00767268 -0.00529504 0.00628856 0.0104836 0.0154657 -0.00614297 0.0203349 -0.000473964 0.000426719 -0.00141106 0.00154764 0.00380776 0.00173879 -0.00466802 -0.00102557 0.0034942 0.00296109 0.00200253 internal_weight=325076 311639 5565.33 5153.63 5088.21 4721.75 2165.9 2555.85 2502.17 2488.84 65.4279 411.696 339.28 717.098 366.453 197.563 53.6841 43.9696 72.4159 13437.6 4215.24 1596.97 2618.27 893.253 757.261 162.861 144.369 594.4 582.786 543.357 internal_count=1412081 1353844 23768 21989 21710 20174 9757 10417 10197 10143 279 1779 1475 3252 1536 824 220 188 304 58237 18476 7059 11417 3865 3291 711 630 2580 2513 2345 is_linear=0 shrinkage=0.03 Tree=468 num_leaves=31 num_cat=0 split_feature=2 2 0 0 3 1 0 0 0 0 0 0 1 2 0 1 1 1 2 0 0 1 1 0 0 1 0 0 1 0 split_gain=3.60718 6.98261 35.8076 15.7836 13.2501 13.3137 15.3279 10.9022 12.5399 16.9694 10.2516 9.95836 10.7035 8.36488 7.88787 7.8765 9.22752 5.42368 5.411 5.38285 27.8827 10.0741 6.84706 6.04913 5.6131 15.1637 7.03249 7.19529 5.30587 5.25853 threshold=169.44351196289065 186.24382019042972 37.500000000000007 40.500000000000007 1.0205000042915346 1.0000000180025095e-35 55.500000000000007 63.500000000000007 59.500000000000007 57.500000000000007 39.500000000000007 27.500000000000004 1.0000000180025095e-35 181.1947937011719 75.500000000000014 1.0000000180025095e-35 6.5000000000000009 16.500000000000004 181.1947937011719 52.500000000000007 54.500000000000007 -5.4999999999999991 -9.4999999999999982 55.500000000000007 50.500000000000007 -2.4999999999999996 48.500000000000007 45.500000000000007 1.0000000180025095e-35 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 11 10 15 7 17 8 9 19 28 12 -2 -8 18 -5 -17 -7 -9 24 -21 22 -22 -23 26 -26 27 -6 -4 -13 right_child=1 -3 3 4 5 6 13 14 -10 -11 -12 29 -14 -15 -16 16 -18 -19 -20 20 21 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00045979205849115738 0.012354359434050284 2.3087044825935303e-05 -0.015648757370361043 0.0013401819353883618 0.00062073028371848274 0.00039342511697228281 -0.0079566477807205896 0.011616494288710789 -0.0276600211507122 0.030730608207251368 -0.031270359665390171 0.033686192511487481 0.0016499234772304951 -0.0014045764407936401 -0.0012909555202330802 0.011732018931918418 -0.016615252782035798 -0.019267432669150264 0.034951485331902732 0.041595106823777518 0.0033755182447176685 -0.0018162849818009756 -0.021776600160614428 0.0049878659519827151 0.009302756387496296 -0.013512618076827602 0.0070980573992414581 -0.011042897288118247 0.005233162742467207 0.015036383279888467 leaf_weight=13436.741220414639 183.69639132916927 306073.18215059955 23.580220550298691 168.85239887237549 1427.2931141257286 1436.1538652032614 408.6957855001092 18.090673431754112 13.33247599005699 17.762013778090477 21.381405308842659 18.153935045003891 155.01365038752556 307.16733132302761 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1624.21 1476.54 44.0274 72.4786 internal_count=1412081 1353844 23768 21989 21710 20174 9757 10417 10197 10143 279 1779 1475 3252 220 1536 824 6505 147 10071 2963 2895 194 2701 7108 495 6613 5990 188 304 is_linear=0 shrinkage=0.03 Tree=469 num_leaves=31 num_cat=0 split_feature=2 2 0 0 3 1 0 0 0 0 0 0 1 2 0 1 1 3 0 1 0 2 1 0 2 0 1 2 2 2 split_gain=3.39412 6.57291 33.7413 14.8589 12.4635 12.5329 14.4534 10.2853 11.799 16.0287 9.72476 9.33315 10.1406 8.10589 7.4612 7.40276 8.69523 5.20922 9.07791 11.6938 7.50861 10.8895 17.7548 17.4827 9.12064 11.2642 7.14237 6.09608 5.87534 5.83473 threshold=169.44351196289065 186.24382019042972 37.500000000000007 40.500000000000007 1.0205000042915346 1.0000000180025095e-35 55.500000000000007 63.500000000000007 59.500000000000007 57.500000000000007 39.500000000000007 27.500000000000004 1.0000000180025095e-35 177.03444671630862 75.500000000000014 1.0000000180025095e-35 6.5000000000000009 1.247500002384186 35.500000000000007 9.5000000000000018 55.500000000000007 112.33882141113283 1.0000000180025095e-35 41.500000000000007 149.35324859619143 40.500000000000007 -5.4999999999999991 142.00050354003909 149.35324859619143 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 11 10 15 7 -7 8 9 -6 -4 12 -2 -8 -9 -5 -17 -1 19 26 21 29 23 28 -24 -26 -19 -25 -23 -20 right_child=1 -3 3 4 5 6 13 14 -10 -11 -12 -13 -14 -15 -16 16 -18 18 20 -21 -22 22 24 27 25 -27 -28 -29 -30 -31 leaf_value=-0.0008453966432266462 0.012025864197302893 2.2394435255653574e-05 -0.0057653020277928539 0.001300258842002763 0.0012635344829428051 0.00021390146716087548 -0.0097033350178741973 0.02253267569865967 -0.026830110172384215 0.029913597969168256 -0.030453475500649863 0.019104252203361916 0.0015997150061185504 -0.0028293329664624226 -0.0012519943466077017 0.011368067216783469 -0.016270357634858824 0.015050571128845721 0.0036773948338953877 0.026974069346331248 2.7468364269182518e-05 0.02445322619412359 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0.000171979 -0.00150819 0.00159479 0.00131653 0.00146736 -0.0138078 0.00933867 0.00724417 -0.00499955 0.0146159 0.0059145 0.00985332 -0.000446016 0.000427661 -0.00135501 0.00151494 0.0032501 0.00823994 0.000394886 0.0151001 0.00823692 -0.00158765 -0.00904226 0.0124319 0.00162488 internal_weight=325070 311634 5561.03 5150.36 5084.98 4718.4 2163.53 2554.87 2501.41 2488.08 65.3778 410.669 338.144 714.648 53.4543 366.581 197.765 13436.2 4215.19 1596.91 2618.27 1208.51 296.913 138.513 158.4 82.978 1583.91 77.6416 60.8718 911.6 internal_count=1412081 1353844 23768 21989 21710 20174 9757 10417 10197 10143 279 1779 1475 3252 220 1536 824 58237 18476 7059 11417 5223 1257 583 674 366 6998 322 261 3966 is_linear=0 shrinkage=0.03 Tree=470 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 1 3 0 2 1 2 0 1 1 1 2 1 1 2 0 0 3 2 1 2 0 0 0 3 split_gain=5.11794 19.7562 16.0236 17.9764 18.066 13.2887 19.6264 14.2737 12.2085 42.3874 29.2073 27.7638 61.3203 35.9804 30.3975 20.9826 22.5293 21.3257 18.777 18.4825 17.8913 21.0666 17.2199 14.8367 14.8269 14.3607 29.1521 33.2305 17.8261 13.8729 threshold=558.56738281250011 589.46820068359386 4.7190001010894784 18.500000000000004 78.500000000000014 575.09899902343761 1.0000000180025095e-35 8.545499801635744 26.500000000000004 358.41200256347662 1.5000000000000002 389.27586364746099 35.500000000000007 10.500000000000002 1.0000000180025095e-35 3.5000000000000004 269.37811279296881 1.0000000180025095e-35 5.5000000000000009 317.43702697753912 12.500000000000002 10.500000000000002 1.1054999828338625 67.829120635986342 7.5000000000000009 377.56446838378912 25.500000000000004 15.500000000000002 6.5000000000000009 17.333499908447269 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 -5 6 -4 -7 9 15 25 -10 14 -14 -13 17 -17 19 -12 20 21 29 -15 -19 -16 26 27 -11 -27 -1 right_child=1 -3 5 4 -6 7 -8 -9 11 10 18 12 13 22 24 16 -18 23 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.021879346115811615 -0.0158674808517708 1.1497153034718944e-05 -0.029669310054941549 0.0030849668138569842 -0.010624099423987378 0.031765368379723755 0.011453687302332507 0.01012144052037863 -0.00031402245092590199 -0.03604350194881574 -0.006858136945388415 0.0026444161626970912 -0.00041735243939449053 -0.0084301971627968753 0.010792804157557892 0.0070448228665411896 0.036113569761052025 -0.025996027915134379 0.0027898977055187493 0.011398741092457353 0.0030514522873508823 -0.056551173862724152 0.024074471333220371 -0.00087911547392873391 -0.0044952944191233518 0.029040725021055293 -0.035612956464068049 0.011147868243606581 -0.0012093460859540234 0.033575087064363865 leaf_weight=11.191809728741651 49.304321482777596 250298.14354944974 16.460628643631935 1921.5907612666488 90.593222841620445 35.130746588110924 28.581750974059105 124.97977409511805 51969.185876920819 18.271799184381962 1447.4031695574522 1150.4846532195807 5204.0345833301544 18.018243476748466 916.21059881150723 106.47198307514191 30.977363213896751 21.542859748005867 207.58523920178413 254.24854704737663 1154.6887208372355 9.8628940582275373 78.897267013788223 1211.08229573071 60.887463688850403 17.570243895053864 33.094941347837448 50.671902164816856 8188.2501955032349 6.3715562634170047 leaf_count=76 209 1092931 78 8104 389 154 124 574 221587 87 6493 4739 21954 112 3874 514 141 151 1071 1251 5187 51 405 5206 319 110 136 212 34291 73 internal_value=-2.69169e-05 3.67465e-05 0.00282495 0.00202923 0.00246775 0.0108207 -0.00357461 0.0148705 -0.000249721 -0.00109128 -0.00200865 -6.88033e-05 0.00164672 -8.00619e-05 0.00594907 0.00216536 0.0135961 0.00157669 -0.00564798 0.00406087 0.00248265 -0.0214649 0.0180313 -0.00131809 0.00984013 -0.00128366 -0.0124689 -0.00135902 -0.00114457 -0.00176184 internal_weight=324732 252565 2266.64 2061.49 2012.18 205.153 45.0424 160.111 72167 12769.3 9962.85 59397.7 7428.53 5300.95 2127.58 2806.44 137.449 2668.99 1654.99 1436.36 1182.11 27.4263 96.9155 1232.63 977.098 8307.86 102.039 68.9437 8205.82 17.5634 internal_count=1410603 1102563 9632 8702 8493 930 202 728 308040 55050 42400 252990 31403 22471 8932 12650 655 11995 7564 6638 5387 200 517 5357 4193 34836 435 299 34401 149 is_linear=0 shrinkage=0.03 Tree=471 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 1 3 1 0 2 2 0 0 2 1 0 1 2 2 2 0 2 0 0 1 1 2 2 2 split_gain=4.81605 18.5895 15.0849 16.9187 17.0163 12.5613 18.3017 13.5859 11.6117 17.6091 34.2005 33.7049 21.0109 20.9414 26.5863 18.4531 18.1305 20.0793 15.5992 15.493 14.8485 15.5306 14.7168 14.5754 13.0881 12.4453 12.4175 18.4112 16.7285 12.5295 threshold=558.56738281250011 589.46820068359386 4.7190001010894784 18.500000000000004 78.500000000000014 575.09899902343761 1.0000000180025095e-35 8.545499801635744 -2.4999999999999996 42.500000000000007 2817.958129882813 5579.1726074218759 51.500000000000007 53.500000000000007 2428.711791992188 -9.4999999999999982 60.500000000000007 -25.499999999999996 667.89181518554699 679.17321777343761 3910.889038085938 44.500000000000007 9644.7543945312518 74.500000000000014 49.500000000000007 -3.4999999999999996 -7.4999999999999991 99995.847656250015 619.68685913085949 6261.4145507812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 6 -4 -7 9 26 13 12 20 14 18 -13 -14 -18 -11 -15 21 -12 -17 -24 -22 -16 28 -28 -3 -30 right_child=1 8 5 4 -6 7 -8 -9 -10 10 11 15 16 19 25 22 17 -19 -20 -21 24 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.00024225171187100387 -0.015397164389386576 -0.027489180407057071 -0.028485076880768602 0.0029920794880319915 -0.010324070006243889 0.030989812825554939 0.011078465667555883 0.0098253412517779123 -5.6588263703658405e-05 -0.014414386008116585 -0.00061770177428499453 0.0066341582960309595 0.0015030880077931748 0.0082613529459210858 0.0061727633006652925 0.0032513962928645873 -0.04325330981295078 -0.0048843657521873175 0.0022843935640885502 -0.0029514736998944302 -0.019597164422024856 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0.00274027 0.0019683 0.00239364 0.0104992 -0.00344707 0.0144514 1.11523e-05 0.000627508 -0.000535717 -0.00209685 -0.004719 0.00194317 0.00369179 0.000273581 -0.002185 -0.00559677 0.00171845 -0.00156368 -0.00793953 -0.00628671 -0.000745089 -0.00224516 -0.0158636 0.00960411 0.00117721 0.00169319 -0.000109649 4.50347e-06 internal_weight=324728 252565 2266.63 2061.52 2012.24 205.108 45.29 159.818 250298 24785 7953.86 4880.34 2317.15 3073.52 2050.88 2563.2 1296.8 673.633 1537.66 1022.63 1020.35 844.253 2209.36 1606.4 176.097 513.22 16831.1 12014 4817.15 4797.15 internal_count=1410603 1102563 9632 8702 8493 930 202 728 1092931 119362 36062 21776 10186 14286 9838 11590 5674 2918 7302 4448 4512 3786 9713 7161 726 2536 83300 56491 26809 26713 is_linear=0 shrinkage=0.03 Tree=472 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 1 3 0 2 1 2 0 1 1 1 2 1 1 2 0 0 3 2 1 0 1 0 3 0 split_gain=4.53171 17.4919 14.2036 15.9243 16.0276 11.8734 17.0777 12.9377 11.4925 39.9 27.5747 26.1151 57.6424 33.5948 28.4607 19.6096 20.8103 20.0947 17.7273 17.512 16.7013 19.0777 15.9599 14.2205 14.1991 16.4961 13.8961 13.4218 13.1825 12.3215 threshold=558.56738281250011 589.46820068359386 4.7190001010894784 18.500000000000004 78.500000000000014 575.09899902343761 1.0000000180025095e-35 8.545499801635744 26.500000000000004 358.41200256347662 1.5000000000000002 389.27586364746099 35.500000000000007 10.500000000000002 1.0000000180025095e-35 3.5000000000000004 269.37811279296881 1.0000000180025095e-35 5.5000000000000009 317.43702697753912 12.500000000000002 10.500000000000002 1.1054999828338625 67.829120635986342 -1.4999999999999998 13.500000000000002 7.5000000000000009 29.500000000000004 17.333499908447269 25.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 -5 6 -4 -7 9 15 24 -10 14 -14 27 17 -17 19 29 20 21 28 -15 -19 25 -11 -16 -13 -1 -12 right_child=1 -3 5 4 -6 7 -8 -9 11 10 18 12 13 22 26 16 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.020923228195154995 -0.014942146202160759 1.0823723856654078e-05 -0.027368834534694648 0.0029020100126000915 -0.010032473961828657 0.030240881109720279 0.010717156071183197 0.0095379964751461117 -0.00029734701613852048 0.016015461953187662 -0.0055891564030129621 -0.0010439635468484608 -0.00039758807129286993 -0.0082113834914954494 0.010452018434410916 0.0068222605287371948 0.034626269539110383 -0.025636577097070169 0.0027102097927407913 0.011111576424628929 0.0029696293017540841 -0.053407231647089042 0.023114934632753083 -0.00084570805794523512 -0.0018420712834171296 0.00067448511900396191 -0.0043633352838696885 0.0054769337771900127 0.033460600245310369 -0.013826827472416996 leaf_weight=11.345810182392603 49.263891667127609 250290.39207727951 16.784520551562309 1922.0050739049911 90.270756945014 34.726971432566643 28.738307401537895 124.7896227017045 51967.003197476268 65.80099343508482 1256.2013017833233 512.11795729398727 5203.730939462781 17.928902961313725 918.30619345605373 106.75621681660414 31.339533507823944 21.188896745443344 207.83137083053589 253.17711564153433 1153.7481915578246 10.12465864419937 79.71931267529726 1210.754305139184 6714.3455788046122 1527.7332628816366 60.747857496142387 637.96597780287266 6.205430455505847 187.85410316288471 leaf_count=76 209 1092931 78 8104 389 154 124 574 221587 366 5657 2120 21954 112 3874 514 141 151 1071 1251 5187 51 405 5206 27974 6496 319 2619 73 836 internal_value=-2.53239e-05 3.45825e-05 0.00265818 0.00190922 0.00232177 0.0101885 -0.00332536 0.014045 -0.000234988 -0.00105168 -0.00194174 -5.94829e-05 0.00160407 -7.0445e-05 0.00577349 0.00210909 0.0131321 0.00153823 -0.00548177 0.00395156 0.00241719 -0.020613 0.0173632 -0.0012721 -0.00123787 0.00130795 0.00953276 0.00257326 -0.00169524 -0.00666078 internal_weight=324719 252557 2266.58 2061.54 2012.28 205.039 45.5228 159.517 72161.9 12764.4 9959.77 59397.5 7430.52 5301.38 2129.14 2804.64 138.096 2666.54 1651.89 1434.6 1181.42 27.6759 97.6482 1231.94 8307.88 1593.53 979.054 1150.08 17.5512 1444.06 internal_count=1410603 1102563 9632 8702 8493 930 202 728 308040 55050 42400 252990 31403 22471 8932 12650 655 11995 7564 6638 5387 200 517 5357 34836 6862 4193 4739 149 6493 is_linear=0 shrinkage=0.03 Tree=473 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 3 3 2 1 3 1 0 2 2 0 2 0 1 0 1 1 2 0 2 2 0 1 2 2 2 split_gain=4.26447 16.4595 13.3759 14.9894 15.0964 11.4856 14.0189 11.2227 15.9451 12.3259 10.9306 16.5736 32.1811 31.6667 19.9774 35.3987 19.7169 17.4166 17.3438 19.1749 15.018 13.9693 14.5531 13.1342 12.8072 12.2827 11.6931 17.331 15.5655 11.7938 threshold=558.56738281250011 589.46820068359386 4.7190001010894784 18.500000000000004 78.500000000000014 1.1054999828338625 1.1980000138282778 575.09899902343761 1.0000000180025095e-35 8.545499801635744 -2.4999999999999996 42.500000000000007 2817.958129882813 5579.1726074218759 50.500000000000007 1126.780944824219 51.500000000000007 -11.499999999999998 56.500000000000007 -26.499999999999996 -5.4999999999999991 3910.889038085938 44.500000000000007 7019.5273437500009 9644.7543945312518 49.500000000000007 -7.4999999999999991 99995.847656250015 619.68685913085949 6261.4145507812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -5 -7 8 -4 -9 11 26 14 16 15 -13 21 23 20 -20 -18 22 -14 -15 -19 -23 28 -28 -3 -30 right_child=1 10 7 4 -6 6 -8 9 -10 -11 -12 12 13 17 -16 -17 18 24 19 -21 -22 25 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.00022796295282032832 -0.014501772703433845 -0.026374964057695568 -0.02631465049240074 0.020672580455238534 -0.0097490517318060098 -0.0090246611817016032 0.003092004305927354 0.029516786263515546 0.010369103762267915 0.0092591285600153658 -5.5215305037470644e-05 -0.0087548509789853804 -0.00059936962514018179 -0.01297864922999996 -0.00053904536049252422 0.0058857503811527989 -0.003160522592419474 0.0031218588832304297 -0.038430243335176903 -0.0037849508180206478 0.0088646783287178732 -0.018983967024477921 -0.0089102851364406283 0.010498808659001751 -0.0018763854968282781 0.0019917902961450909 0.0019564363844794181 -0.0025014865228913719 0.0018019678188357158 -0.0012268018922176754 leaf_weight=72156.884107384831 49.23748280107975 20.216903135180473 16.930919587612152 31.876651763916016 90.110699966549873 90.247425973415375 1800.0681335031986 34.514745935797691 28.810731694102287 124.69310955703259 225513.1826730296 166.68375270068645 287.11011339724064 23.899074211716652 1531.9841865301132 1372.4187544360757 173.68745808303356 633.80581800639629 14.609268218278883 906.85254728794098 202.37988504767418 145.92200696468353 558.49541521072388 208.92108678817749 1695.9862320870161 30.350393235683441 11163.095011643949 844.2322538793087 1949.2221696266206 2847.214512785431 leaf_count=308040 209 96 78 136 389 386 7582 154 124 574 973569 720 1340 109 6812 6754 799 2691 65 3930 880 592 2446 1209 7581 134 51618 4873 10712 16001 internal_value=-2.45661e-05 3.35455e-05 0.00257859 0.00185192 0.00225207 0.00281467 0.00251353 0.00988792 -0.00320911 0.0136508 1.0499e-05 0.00060861 -0.000519887 -0.00203345 0.00188618 0.00430018 -0.00457311 0.000265188 -0.00211844 -0.00433423 0.00331082 -0.00768993 -0.00608846 0.00808884 -0.000516643 -0.0153724 0.00114208 0.001643 -0.000106662 4.05874e-06 internal_weight=324714 252557 2266.49 2061.54 2012.3 1922.19 1890.32 204.95 45.7417 159.208 250290 24777.1 7953.11 4882.02 3071.09 1539.1 2319.41 2562.61 1297.53 921.462 376.067 1021.88 845.606 232.82 2329.79 176.272 16824 12007.3 4816.65 4796.44 internal_count=1410603 1102563 9632 8702 8493 8104 7968 930 202 728 1092931 119362 36062 21776 14286 7474 10186 11590 5674 3995 1679 4512 3786 1318 10272 726 83300 56491 26809 26713 is_linear=0 shrinkage=0.03 Tree=474 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 0 2 1 2 0 1 1 2 1 2 1 0 1 3 2 0 0 0 2 2 0 1 1 0 1 split_gain=4.01268 15.4887 12.5979 14.1103 14.2195 10.8197 37.5617 26.0282 24.5648 54.1875 31.3816 26.6543 18.5555 18.4544 23.734 19.4824 17.0096 16.7349 14.8052 13.503 27.4089 31.2697 16.8661 13.5225 19.1899 20.0604 14.7985 13.0263 12.6408 12.3674 threshold=558.56738281250011 589.46820068359386 4.7190001010894784 18.500000000000004 78.500000000000014 26.500000000000004 358.41200256347662 1.5000000000000002 389.27586364746099 35.500000000000007 10.500000000000002 1.0000000180025095e-35 302.06753540039068 2.5000000000000004 238.29680633544925 1.0000000180025095e-35 23.500000000000004 5.5000000000000009 1.1054999828338625 377.56446838378912 25.500000000000004 15.500000000000002 6.5000000000000009 396.72427368164068 409.80384826660162 25.500000000000004 1.0000000180025095e-35 7.5000000000000009 29.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -5 6 12 19 -7 11 -11 28 13 15 -15 -1 -17 -9 -12 20 21 -8 -21 -24 -25 26 -26 -13 -10 -27 right_child=1 -3 -4 4 -6 8 7 17 9 10 18 27 -14 14 -16 16 -18 -19 -20 22 -22 -23 23 24 25 29 -28 -29 -30 -31 leaf_value=0.0025556266616007196 -0.01407542588062493 1.0189688741065521e-05 0.0095971434014533157 0.0027301093333788741 -0.0094735516934645568 -0.00028159928907092545 -0.034899363743664438 -0.0064689421293557311 -0.0010056051455522741 -0.00037884301056305089 -0.0079975907648047045 0.010123033335317839 0.006423756091539494 0.0030660190016846382 0.027348927225696214 -0.0061011785591976279 0.003118900432508385 0.0026326642117422369 0.022207376776846283 0.02854580862334619 -0.034475314246280246 0.010869480906392236 0.0026983732816036436 -0.0079546235821999576 -0.00044164254617967333 0.0017710459275030791 -0.003375842519466815 -0.00423519549400547 0.0053234353436259745 0.014245626994851207 leaf_weight=1076.2185018397868 49.207479611039162 250282.69134818111 204.84023579210043 1922.2649829983711 89.951714009046555 51964.935801304877 18.282096534967422 1440.8052707016468 512.21809977293015 5203.4420849978924 17.841981053352356 920.29553617537022 666.59550530463457 128.4771750792861 50.450161933898926 628.73909176141024 252.35987444221973 208.07096050679684 80.500370696187019 17.282755360007286 33.107212141156197 50.668480858206749 756.90586656332016 393.88458363711834 4317.4396473169327 195.63976930081844 2410.7655531018972 60.612372845411301 637.49702049791813 112.74836786091328 leaf_count=4850 209 1092931 930 8104 389 221587 87 6493 2120 21954 112 3874 3083 610 226 2803 1078 1071 405 110 136 212 3225 1628 17910 818 10242 319 2619 468 internal_value=-2.38254e-05 3.25458e-05 0.00250152 0.00179644 0.00218457 -0.000221128 -0.00101377 -0.00187746 -5.08694e-05 0.00156232 -6.15413e-05 0.00560309 0.00205405 0.00069052 0.0099128 -0.000152531 -0.00346041 -0.00532041 0.0167274 -0.00119404 -0.012039 -0.00126603 -0.00105914 -0.00112164 -0.00151076 -0.00115006 -0.00149299 0.00923581 0.00250374 0.00633182 internal_weight=324705 252549 2266.26 2061.42 2012.22 72155.8 12758.4 9955.6 59397.3 7432.41 5301.78 2130.62 2802.84 2136.24 178.927 1957.32 881.099 1648.88 98.3424 8306.72 102.058 68.9506 8204.67 8187.38 7430.48 7036.59 6728.21 980.908 1149.72 308.388 internal_count=1410603 1102563 9632 8702 8493 308040 55050 42400 252990 31403 22471 8932 12650 9567 836 8731 3881 7564 517 34836 435 299 34401 34291 31066 29438 28152 4193 4739 1286 is_linear=0 shrinkage=0.03 Tree=475 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 1 3 3 0 3 3 3 3 2 2 1 1 2 0 2 1 0 1 0 0 1 1 0 3 2 split_gain=3.3039 21.0465 28.3213 26.4507 22.4921 18.2052 17.7759 36.6782 29.4698 24.5454 37.6767 32.5209 18.1062 27.9098 18.8002 16.1786 15.8236 16.3848 15.5483 31.664 20.4977 18.132 17.3669 14.9424 18.9213 13.7722 12.9302 13.8711 12.7351 32.7499 threshold=3527.054809570313 3152.5231933593755 1.2994999885559084 1.469500005245209 1.5000000000000002 1.5000000000000002 1.6674999594688418 1.9854999780654909 59.500000000000007 2.3904999494552617 3.4465000629425053 4.4095001220703134 2.0774999856948857 3383.5720214843755 3211.014770507813 2.5000000000000004 2.5000000000000004 3267.230346679688 7.5000000000000009 3093.6569824218755 1.0000000180025095e-35 2.5000000000000004 -34.499999999999993 8.5000000000000018 11.500000000000002 -2.4999999999999996 -1.4999999999999998 60.500000000000007 1.8174999952316286 35189.248046875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 4 5 -3 -4 8 -8 15 12 -11 -12 13 -9 -14 -5 17 25 19 20 -1 -22 -20 -19 -25 -13 27 -10 29 -2 right_child=28 2 3 6 -6 -7 7 9 26 10 11 16 14 -15 -16 -17 -18 23 22 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0051684572237122861 -0.00069463418713586167 -0.0025189982946083609 0.0035741056669441056 0.00039838971205105849 -0.020502721364659391 0.01072721484776522 0.0066472013030971239 -0.010852687189741203 0.013756073856815546 0.011083568035689115 -0.011056611738564872 -0.016163667871586965 0.01281921349807047 0.010826728600201153 -0.01490570565528219 0.011250281100163793 -0.013367010168178879 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608626 223 1485 1252 2458 218 556961 12147 internal_value=2.46777e-05 0.000126333 0.00172548 0.0021839 -0.00614544 0.00553336 0.0011192 0.0024034 -0.00134024 6.59041e-05 0.00171126 -0.000418209 -0.00619107 0.000113107 -0.0119767 0.00192431 0.00156903 0.00238639 4.87095e-05 0.00232778 0.00270143 -0.000162216 6.51924e-06 0.000127372 0.00422649 0.00828842 -0.00601602 0.00358958 -6.53561e-05 -0.00048943 internal_weight=324888 152596 7064.18 6675.39 388.793 1610.12 5065.27 3327.7 1737.57 2145.79 1699.01 1384.45 446.779 213.807 232.971 1023.19 1166.54 1106.02 145531 2645.13 2611.28 1208.5 142886 799.866 400.055 306.151 714.377 107.199 172292 46523.1 internal_count=1411587 651631 29674 28050 1624 6635 21415 14203 7212 9275 7411 6095 1864 892 972 4291 5180 4895 621957 13000 12844 5310 608957 3549 1708 1346 2921 463 759956 202995 is_linear=0 shrinkage=0.03 Tree=476 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 1 3 3 0 3 3 3 3 2 2 1 1 2 0 2 1 0 1 0 0 1 0 0 2 0 split_gain=3.10881 19.8102 26.664 24.9034 21.2988 17.6959 16.73 34.543 27.7373 23.0974 35.4414 30.6053 17.0428 26.2618 17.694 15.2283 14.9468 15.4196 14.6515 29.7783 19.3587 17.2321 16.2175 14.0552 17.7806 12.938 12.6849 14.9173 12.6017 20.615 threshold=3527.054809570313 3152.5231933593755 1.2994999885559084 1.469500005245209 1.5000000000000002 1.0000000180025095e-35 1.6674999594688418 1.9854999780654909 59.500000000000007 2.3904999494552617 3.4465000629425053 4.4095001220703134 2.0774999856948857 3383.5720214843755 3211.014770507813 2.5000000000000004 2.5000000000000004 3267.230346679688 7.5000000000000009 3093.6569824218755 1.0000000180025095e-35 2.5000000000000004 -34.499999999999993 8.5000000000000018 11.500000000000002 -2.4999999999999996 79.500000000000014 77.500000000000014 3267.230346679688 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 4 5 28 -4 8 -8 15 12 -11 26 13 -9 -14 -5 17 25 19 20 -1 -22 -20 -19 -25 -13 27 -12 -3 -30 right_child=-2 2 3 6 -6 -7 7 9 -10 10 11 16 14 -15 -16 -17 -18 23 22 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0050262716892397865 -6.3396333243143747e-05 0.0067068634531530936 0.0010901157474176269 0.00038645762016033226 -0.019972471754037689 0.0076822033352758499 0.0064522806459110472 -0.010516104718171899 -0.0058376023602148283 0.010748844163316847 -0.011002495875916568 -0.015584325508067506 0.012435709225974832 0.010513878576582713 -0.014462553102407735 0.01091630605636572 -0.013033279225161695 -0.0038534028110755758 -0.015750663849832595 -0.025687722606169864 -0.019195649651929617 0.00051673128650947899 1.2807122106406496e-05 0.020464794351396788 0.0016552231449445528 0.009650413211864755 0.0038970099991618465 -0.037503626112829251 -0.027611038561272398 -0.0023817929877078077 leaf_weight=1399.2500391788781 172289.96407659154 94.30990207195282 564.50180219858885 879.27368254959583 78.072769433259964 1044.8509824872017 1181.0984788239002 105.76909670233727 714.11791400611401 314.62381551414728 153.14373046159744 19.531819194555283 24.610417142510414 108.02615711092949 208.30181485414505 143.82876093685627 60.217789605259895 399.97628588974476 58.762553751468658 33.869393095374107 41.325394779443741 1166.9301201999187 142828.06222156063 51.984561413526535 348.13067507743835 286.60140626132488 42.874954059720039 21.842784985899925 34.729595944285393 181.38614857196808 leaf_count=7534 759956 390 2437 3712 335 4198 4928 442 2921 1316 645 94 102 450 870 579 285 1841 331 156 240 5070 608626 223 1485 1252 179 91 143 756 internal_value=2.3939e-05 0.00012255 0.00167429 0.00211907 -0.00596586 0.00536994 0.00108593 0.002332 -0.00130027 6.39254e-05 0.00165998 -0.000405726 -0.00600624 0.000109895 -0.0116204 0.00186675 0.00152208 0.0023144 4.72511e-05 0.00226121 0.00262424 -0.000157482 6.32436e-06 0.000123508 0.00409904 0.00804039 -0.0107273 -0.0143105 -0.00244316 -0.00643611 internal_weight=324880 152590 7061.81 6673.31 388.498 1609.35 5063.95 3326.73 1737.22 2145.64 1698.93 1384.3 446.707 213.795 232.912 1023.1 1166.44 1106.22 145528 2641.37 2607.51 1208.26 142887 800.092 400.115 306.133 217.861 174.987 310.426 216.116 internal_count=1411587 651631 29674 28050 1624 6635 21415 14203 7212 9275 7411 6095 1864 892 972 4291 5180 4895 621957 13000 12844 5310 608957 3549 1708 1346 915 736 1289 899 is_linear=0 shrinkage=0.03 Tree=477 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 1 3 3 0 3 3 3 3 2 2 1 1 2 0 2 1 0 1 0 0 2 0 0 1 1 split_gain=2.92521 18.6449 25.1021 23.4404 20.1714 16.6804 15.7461 32.5316 26.097 21.7361 33.341 28.8065 16.0435 24.7125 16.6543 14.3348 14.1181 14.5119 13.8059 28.0105 18.2812 16.3757 15.1497 13.2211 16.7132 12.1979 29.2341 17.1511 17.479 12.9238 threshold=3527.054809570313 3152.5231933593755 1.2994999885559084 1.469500005245209 1.5000000000000002 1.5000000000000002 1.6674999594688418 1.9854999780654909 59.500000000000007 2.3904999494552617 3.4465000629425053 4.4095001220703134 2.0774999856948857 3383.5720214843755 3211.014770507813 2.5000000000000004 2.5000000000000004 3267.230346679688 7.5000000000000009 3093.6569824218755 1.0000000180025095e-35 2.5000000000000004 -34.499999999999993 8.5000000000000018 11.500000000000002 3267.230346679688 60.500000000000007 60.500000000000007 -1.4999999999999998 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 4 5 -3 -4 8 -8 15 12 -11 -12 13 -9 -14 -5 17 -13 19 20 -1 -22 -20 -19 -25 26 -10 28 29 -27 right_child=-2 2 3 6 -6 -7 7 9 25 10 11 16 14 -15 -16 -17 -18 23 22 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.0048877012050234812 -6.1494254239534662e-05 -0.0023694504470938385 0.0033344819188445263 0.00037488285115325594 -0.019457373050260348 0.010184439696880881 0.0062630706610779423 -0.010190817646479011 -0.022847908562335401 0.010424840392503364 -0.01040913880413601 0.0078000916899980503 0.012064515402733249 0.010210267363377016 -0.014033796282689488 0.010592783183619559 -0.012707173969088416 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5070 608626 223 1485 54 292 1293 743 120 internal_value=2.3222e-05 0.000118879 0.0016245 0.00205601 -0.00579138 0.00521045 0.00105359 0.00226277 -0.0012613 6.19926e-05 0.00161029 -0.000393655 -0.00582733 0.000106774 -0.0112756 0.00181093 0.00147656 0.00224465 4.58363e-05 0.00219648 0.00254917 -0.000152885 6.13528e-06 0.000119768 0.00397554 -0.00566218 -0.0125663 -0.00343568 0.00291711 0.020875 internal_weight=324875 152585 7059.9 6671.7 388.209 1608.86 5062.83 3325.67 1737.16 2145.38 1698.78 1384.11 446.606 213.772 232.834 1023.01 1166.32 1106.4 145525 2637.71 2603.82 1208.02 142887 800.299 400.165 714.154 174.146 540.008 223.896 40.0541 internal_count=1411587 651631 29674 28050 1624 6635 21415 14203 7212 9275 7411 6095 1864 892 972 4291 5180 4895 621957 13000 12844 5310 608957 3549 1708 2921 711 2210 917 174 is_linear=0 shrinkage=0.03 Tree=478 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 0 1 3 2 0 0 0 0 3 1 3 2 2 2 2 2 2 0 2 2 0 2 1 0 2 split_gain=2.75248 17.7056 46.4254 36.6057 50.63 26.6923 19.2761 28.1723 19.2553 41.8669 44.8362 19.517 17.2184 16.8585 17.0523 19.9928 20.646 16.9209 25.0357 31.1066 41.622 34.7574 20.2724 17.7907 16.6574 15.7089 26.7168 19.8054 15.6469 22.9219 threshold=3527.054809570313 2928.0368652343755 1.1054999828338625 1.3535000085830691 3267.230346679688 52.500000000000007 1.0000000180025095e-35 1.0619999766349795 3152.5231933593755 57.500000000000007 62.500000000000007 64.500000000000014 71.500000000000014 14.476500034332277 1.0000000180025095e-35 17.333499908447269 1395.3037719726565 1338.8272094726565 1637.6347656250002 1921.9818115234377 2102.052612304688 2047.524841308594 4.5000000000000009 2510.8642578125005 3038.2934570312505 56.500000000000007 3038.2934570312505 1.0000000180025095e-35 35.500000000000007 2983.330444335938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 6 4 5 -4 7 -3 9 28 -11 -12 -13 -1 17 -16 -17 -15 -19 -20 21 -21 23 -22 -14 -7 -27 -28 29 -5 right_child=-2 2 3 8 -6 25 -8 -9 -10 10 11 12 24 14 15 16 -18 18 19 20 22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-1.3235934274765411e-05 -5.9649233123655943e-05 -0.013211513242745981 0.0028319138013140634 0.0077363923381173596 -0.0092511112064910077 0.013943994027684448 -0.019016015004424396 0.015286177799056468 0.0017200212285521203 -0.010711027479229132 0.013038062702807088 -0.011645909022190306 0.014628348940356081 0.016706738603890572 0.0046060469810722685 -0.016572300305437215 -0.00085157739295314936 -0.022364442330330529 0.027820638170068499 0.00093727477299928653 -0.039529287387487892 -0.054545954743627174 0.0070350572417413578 0.0049066036812541311 -0.0050654265671151808 -0.0044721433772613502 0.0025461685530258384 0.018251208478579018 0.0035319929854687217 -0.0040491804109849287 leaf_weight=139268.92738065496 172291.08035577147 87.429350152611732 774.88568389415741 186.10565583407879 192.95880588889122 506.14250676333904 135.72411270439625 48.562471568584442 6343.5258504152298 669.14837642014027 108.22184374928474 103.0360237210989 72.809764638543129 115.66936224140227 404.85080283880234 101.14258375763893 292.9610013589263 30.259584285318851 52.020101085305214 21.203883662819862 16.251956969499588 19.513159744441509 561.16483703255653 16.184298668056726 82.397584944963455 142.6965569704771 128.86544644832611 164.54754032194614 1196.358650714159 735.45758832246065 leaf_count=594491 759956 370 3215 787 793 2100 593 197 26710 2730 442 422 305 777 1757 449 1346 175 323 120 91 110 2914 89 347 581 543 661 5048 3145 internal_value=2.25267e-05 0.000115319 0.00123781 0.00152974 0.00531917 0.00695646 -0.0110177 -0.00303503 0.000767586 -0.00114829 -0.00609156 0.00234337 -0.00213845 2.22784e-05 0.00305439 -7.62026e-05 -0.00488614 0.00605968 0.00434108 0.00551849 0.0036895 -0.0256524 0.00570216 -0.0173577 0.00417318 0.0103484 0.00617539 0.0113536 0.00126885 -0.00166914 internal_weight=324870 152579 11678.9 11407.2 1910.1 1717.14 271.716 135.992 9497.06 3153.54 1035.61 366.465 258.243 140900 1631.22 798.954 394.104 832.267 716.598 686.338 634.318 40.717 593.601 32.4363 155.207 942.252 436.11 293.413 2117.92 921.563 internal_count=1411587 651631 48989 47829 7893 7100 1160 567 39936 13226 4246 1516 1074 602642 8151 3552 1795 4599 3822 3647 3324 230 3094 180 652 3885 1785 1204 8980 3932 is_linear=0 shrinkage=0.03 Tree=479 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 1 2 2 0 2 2 2 0 2 3 2 0 0 1 2 0 2 1 1 1 1 2 2 0 2 split_gain=2.61292 12.4406 28.5496 30.6872 15.8679 10.3378 19.831 10.2723 23.8177 30.4872 13.8398 18.1236 21.0818 27.9077 16.1187 12.9063 12.969 11.288 15.8709 13.7503 10.2882 9.05877 8.70965 11.1653 8.45704 8.0288 7.92326 13.2895 10.3886 7.77674 threshold=10.500000000000002 32.500000000000007 5006.9262695312509 317.43702697753912 5975.3146972656259 24.500000000000004 2428.711791992188 5006.9262695312509 47.500000000000007 8055.6518554687509 333.79756164550787 589.46820068359386 56.500000000000007 1248.5628051757815 1.0619999766349795 55938.710937500007 34.500000000000007 77.500000000000014 48.500000000000007 8598.4760742187518 34.500000000000007 99995.847656250015 68.500000000000014 80.000000000000014 30.500000000000004 31.500000000000004 1338.8272094726565 2983.330444335938 73.500000000000014 10857.155761718752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 -5 -7 10 9 -9 -3 -12 13 14 -13 16 -11 18 21 24 -15 -10 -21 -24 -19 -18 -14 -28 -29 -27 right_child=1 7 4 5 -6 6 -8 8 17 15 11 12 26 20 -16 -17 25 19 -20 22 -22 -23 23 -25 -26 29 27 28 -30 -31 leaf_value=3.3917107634505849e-05 0.024830983469552714 -0.004482970892149502 0.013977057256923971 -0.0068100850057138283 0.0030497551494194225 -0.019990165605658729 0.019753153062925886 -0.022890799167856826 0.0047429173486252174 -0.015873796045621048 0.01036274164620328 0.026788502428609987 0.0045078568371522167 0.012547266124414027 -0.016524364654559039 0.018379270371975859 -0.0060717998754469919 -0.030107472565040653 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207 395 internal_value=2.1856e-05 -0.000578322 0.00159645 -0.00381807 0.00434255 -0.00547587 0.00720992 -0.00138278 -0.00321323 -0.00782943 -0.000301661 0.000712596 -2.4966e-06 0.00192218 -0.013041 -0.00496822 -0.00589803 -0.000536317 0.00188075 -0.00436434 0.00301268 0.00413159 -0.00244131 0.00726374 -0.0195077 -0.00362422 -0.0044822 -0.00568158 -0.00295992 0.00342079 internal_weight=324865 6399.83 1728.09 581.512 1146.58 549.703 52.3126 4671.74 1734.7 636.716 2937.05 2363.69 2200.62 1539.28 104.561 535.068 514.576 1097.98 673.024 424.957 1434.72 543.326 377.073 68.1765 47.884 419.058 661.341 583.495 428.608 108.051 internal_count=1411587 30731 7722 2973 4749 2802 234 23009 8114 3207 14895 10964 10080 7061 624 2564 2468 4907 2821 2086 6437 2280 1885 514 201 2014 3019 2636 1948 446 is_linear=0 shrinkage=0.03 Tree=480 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 2 2 0 1 3 0 2 2 2 2 2 0 2 2 2 0 2 0 0 2 2 0 0 split_gain=2.80874 11.5365 39.8647 34.3457 28.2573 68.7571 19.962 17.2647 24.8181 35.9073 16.9382 16.4508 16.0822 15.5225 15.3203 24.3683 19.2578 15.588 13.9966 37.1377 23.956 12.2693 12.0709 19.7498 20.6192 22.5997 14.2818 11.9158 11.3057 10.7588 threshold=68.500000000000014 4905.5217285156259 12715.829589843752 77.500000000000014 17466.614257812504 75.500000000000014 8430.8989257812518 8226.4770507812518 6704.7329101562509 75.500000000000014 -11.499999999999998 2.9229999780654912 89.500000000000014 3673.103149414063 1443.1333007812502 3827.336303710938 890.76861572265636 1023.0205383300782 70.500000000000014 14427.237304687502 13836.183105468752 55938.710937500007 81.500000000000014 11087.062988281252 87.500000000000014 90.500000000000014 8998.0522460937518 6261.4145507812509 82.500000000000014 71.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 11 3 7 5 18 -5 8 9 27 -6 14 -7 -13 16 -16 -2 -18 19 -4 29 -12 -8 24 26 -26 -24 -3 -28 -20 right_child=1 2 4 6 10 12 22 -9 -10 -11 21 13 -14 -15 15 -17 17 -19 20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=-1.7687139685592136e-05 -0.0020558691219407154 0.0042057885176954466 -0.032189314281560681 -0.002950880476880983 0.0240418428639439 0.00083408765715969771 0.0056611668100414328 -0.002797595819061565 0.010309221789604917 -0.0058132373099102075 -0.0015794838742681698 0.00018691793473176301 -0.0099139514929096634 -0.0056560809549290186 -0.0074037284321185866 -6.7934489619444276e-05 0.017542374850093887 0.0022077552548995676 -0.020537977109585381 0.0057962875904320407 -0.027398108181608091 0.00076658715866850216 -0.015848598563869658 0.0051569983978287867 0.030172298075558383 -7.6620830316646403e-06 0.0031133688065768518 0.011197859695412779 -0.0058921504120697018 0.0090050422909654752 leaf_weight=296719.24252985278 2867.8462385237217 1420.5153934210539 36.796329334378242 1271.2274192720652 25.501461461186409 719.33327122032642 551.07356998324394 266.62135562300682 648.61507871747017 310.89970484375954 4154.5664223246276 7472.1241456344724 151.72049593552947 432.90325193107128 1071.8417760580778 657.56632930040359 70.186702579259872 397.80584810674191 18.573072403669357 62.526554614305496 161.92264299094677 3879.7590417303145 88.511778771877289 467.52265997231007 33.255749508738518 67.976767912507057 188.29379273951054 259.41767823696136 376.00627693533897 27.551413685083389 leaf_count=1292008 12198 5799 149 5225 187 2939 2249 1079 2662 1263 17171 32290 676 1818 4663 2673 291 1661 75 255 657 17281 363 1924 140 303 766 1071 1545 111 internal_value=-4.48608e-05 -0.000331203 0.000229943 0.00214509 -0.00100351 -0.00534266 -8.20242e-05 0.0044778 0.00521272 0.00355227 -0.000369089 -0.000988304 -0.00103801 -0.000133062 -0.00232303 -0.00461447 -0.00113507 0.00450755 -0.0175416 -0.00827631 -0.0219649 -0.000446571 0.00197534 0.00031259 -0.00269104 0.00990671 -0.00464459 0.00528551 -0.00288722 -0.00289113 internal_weight=324878 28158.5 15188.2 5949.94 9238.25 1178.42 3043.87 2906.07 2639.45 1990.83 8059.83 12970.3 871.054 7905.03 5065.25 1729.41 3335.84 467.993 307.37 99.3229 208.047 8034.33 1772.64 1221.57 754.044 101.233 652.812 1679.93 564.3 46.1245 internal_count=1411492 119484 63890 24389 39501 4862 12515 11874 10795 8133 34639 55594 3615 34108 21486 7336 14150 1952 1247 404 843 34452 7290 5041 3117 443 2674 6870 2311 186 is_linear=0 shrinkage=0.03 Tree=481 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 2 2 0 1 2 2 0 2 3 2 2 2 2 2 2 0 2 0 2 0 0 2 2 split_gain=2.64322 10.8571 37.5355 32.4143 30.0898 65.8874 18.7432 32.668 18.6021 16.9272 16.1812 16.0912 23.4009 33.7993 15.8072 15.488 14.6128 14.4346 22.9752 18.1199 14.661 11.904 11.897 11.5435 11.5077 17.0554 19.4138 21.3443 13.4653 11.248 threshold=68.500000000000014 4905.5217285156259 12986.766601562502 77.500000000000014 17466.614257812504 75.500000000000014 70.500000000000014 15423.644531250002 8430.8989257812518 89.500000000000014 -11.499999999999998 8226.4770507812518 6704.7329101562509 75.500000000000014 13264.737792968752 2.9229999780654912 3673.103149414063 1443.1333007812502 3827.336303710938 890.76861572265636 1023.0205383300782 13836.183105468752 88.500000000000014 55938.710937500007 81.500000000000014 11087.062988281252 87.500000000000014 90.500000000000014 8998.0522460937518 6261.4145507812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 15 3 11 5 6 7 -4 -5 14 -6 12 13 29 22 17 -17 19 -19 -2 -21 -8 -7 -12 -10 26 28 -28 -26 -3 right_child=1 2 4 8 10 9 21 -9 24 -11 23 -13 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-1.7156509267740923e-05 -0.0019947151804130406 0.0040813790646822452 -0.021786635170536563 -0.0028624993708752751 0.023684205548703225 -0.0066809741907535259 -0.007336950036137416 0.014120183978154623 0.0054783932638010433 -0.010511505706777322 -0.0015319490520579637 -0.0024444817116709254 0.010011774013494065 -0.0056368154920249606 0.0024240839216947683 0.00018130654203447281 -0.0054892691704864962 -0.007190580406718286 -6.5896408806821302e-05 0.017010482014516121 0.0021411004636076583 -0.026587546953090537 -0.038531309697808866 0.00074372453530583912 -0.015393886232585387 0.0043680115186398348 0.029349706876689051 -7.4327846023380662e-06 -0.0028010789695903167 0.010879487925172428 leaf_weight=296719.35608761816 2867.1069000959396 1419.9106580018997 54.86264181137085 1271.1639040336013 25.115819960832596 52.024078115820885 35.196737661957741 39.025063380599022 552.30648916959763 143.92537106201053 4154.9679326042533 284.96252267062664 647.86031049489975 311.00968842208385 584.21732121706009 7472.2779342085123 432.68028432130814 1070.5258653983474 657.56980921328068 70.209520012140274 397.88309888541698 161.85423278808594 13.24129559099674 3879.0655366415158 88.394282653927803 541.50495383143425 33.163569837808609 67.976704940199852 564.20558309555054 259.00519980490208 leaf_count=1292008 12198 5799 222 5225 187 211 142 160 2255 644 17171 1153 2662 1263 2389 32290 1818 4663 2673 291 1661 657 55 17281 363 2226 140 303 2311 1071 internal_value=-4.35151e-05 -0.00032132 0.000223117 0.00205805 -0.000989296 -0.00568105 -0.017893 -0.00686172 -6.92381e-05 -0.00120298 -0.000358027 0.00432797 0.00505961 0.00344733 0.000859786 -0.00095882 -0.000129074 -0.00225424 -0.00447952 -0.00110124 0.00437137 -0.0231491 -0.0131429 -0.000433188 0.0018526 0.000306521 -0.00261135 0.00961868 -0.00450677 0.00513012 internal_weight=324873 28153.2 15185 6041.46 9143.5 1084.35 290.939 93.8877 3118.72 793.408 8059.15 2922.75 2637.79 1989.93 649.483 12968.3 7904.96 5063.3 1728.1 3335.2 468.093 197.051 65.2654 8034.03 1847.55 1295.25 753.74 101.14 652.6 1678.92 internal_count=1411492 119484 63890 24771 39119 4480 1181 382 12823 3299 34639 11948 10795 8133 2655 55594 34108 21486 7336 14150 1952 799 266 34452 7598 5343 3117 443 2674 6870 is_linear=0 shrinkage=0.03 Tree=482 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 2 0 1 2 1 1 3 0 1 1 1 0 0 2 2 0 0 1 1 0 3 0 1 0 2 split_gain=2.61155 8.63279 5.74083 6.71986 9.50316 22.2459 5.55665 9.45009 9.35878 12.3622 7.09503 5.62344 5.53249 9.68537 9.60126 6.4202 9.54566 8.05381 5.5281 5.464 5.16999 4.54917 8.05741 6.01529 4.48036 5.16961 4.2713 14.1243 9.70068 4.66095 threshold=134.73744964599612 78.500000000000014 66.500000000000014 51.500000000000007 54.500000000000007 112.33882141113283 40.500000000000007 2.5000000000000004 67.829120635986342 -1.4999999999999998 -6.4999999999999991 1.0205000042915346 68.500000000000014 -1.4999999999999998 2.5000000000000004 1.5000000000000002 77.500000000000014 69.500000000000014 67.829120635986342 87.470542907714858 47.500000000000007 58.500000000000007 -2.4999999999999996 1.5000000000000002 41.500000000000007 1.0205000042915346 37.500000000000007 1.5000000000000002 39.500000000000007 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -5 10 8 20 -10 -1 -9 14 -14 -4 16 -15 -17 21 -3 -8 -6 -23 -24 -11 -26 -12 29 -29 -28 right_child=-2 19 12 4 18 -7 7 11 9 24 26 -13 13 15 -16 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 28 -30 -31 leaf_value=0.018684847823981009 -5.2223280910247088e-05 -0.002370368216257916 0.011286404338906597 -0.001222929091458917 0.012794507848892817 -0.01864214813105889 0.0029764248623243062 -0.0051284694890599029 -0.0042972602122083479 0.013772453770635842 0.0005671385211188124 0.012248527404906836 -0.02271550796538167 -0.0034510340212046886 -0.016446696250537185 0.033212819823834006 0.024958256433094975 0.0011655402432878253 -0.00072937776435773555 -0.031985627836445846 -0.0032829837324541873 0.022611377865177522 -0.0070800366657201921 0.011972161206881337 0.014950925531604228 0.00403878518697935 0.0045942532536485331 -0.0082865392423587102 -0.033720970092027847 -0.003807201192179819 leaf_weight=17.877053320407867 320426.59832367639 10.716552019119264 133.99867561459541 269.40733498334885 51.907071813941002 87.38631933182478 175.10377790033817 19.394756734371185 139.88573578000069 54.24118147790432 1053.5382367447019 123.41599901765585 14.322354733943937 92.609544679522514 12.263226464390753 13.059886306524279 12.026942148804663 15.356425449252127 748.98986548185349 11.759420491755007 369.06616333127022 14.007269024848936 57.231332153081894 20.171092644333839 41.919272735714912 575.53686453402042 105.27830843627453 44.389824017882347 19.391467899084091 136.46659933030605 leaf_count=107 1392068 51 573 1161 221 405 738 93 649 230 4719 561 61 397 61 58 67 70 3258 93 1554 70 240 83 178 2409 453 196 83 585 internal_value=-4.22099e-05 0.000680319 0.000774661 0.000486126 -0.00135112 -0.00548926 0.00128422 0.00254834 0.00177514 0.00381613 -9.15693e-05 0.0098886 0.0048276 0.000725274 0.00896114 0.00324854 -0.000185664 0.0158942 0.000303533 -0.0178651 -0.00126882 0.00570164 0.00167395 -0.00211503 0.00550581 0.00477961 -0.000338553 -0.00346163 -0.0160194 -0.000148423 internal_weight=324867 4440.72 4418.24 4124.61 1249.1 356.794 2875.51 1498.56 1355.75 811.583 1376.94 142.811 293.637 147.375 146.262 133.053 104.636 28.4163 892.307 22.476 544.17 143.317 91.4097 77.4024 671.697 617.456 1359.06 305.526 63.7813 241.745 internal_count=1411492 19424 19280 17993 5438 1566 12555 6412 5758 3466 6143 654 1287 653 634 592 464 128 3872 144 2292 614 393 323 2817 2587 6036 1317 279 1038 is_linear=0 shrinkage=0.03 Tree=483 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 1 2 0 2 0 0 2 0 0 2 2 0 1 1 1 1 2 0 0 2 0 0 split_gain=2.48721 9.07805 21.4163 33.1871 20.7007 25.221 18.6453 89.924 18.869 18.0532 17.6561 28.0976 14.4552 13.768 15.629 15.1084 13.6217 13.5635 35.2368 51.0204 25.0487 16.3622 15.2762 13.4059 16.841 19.177 24.6168 17.454 13.0039 21.2359 threshold=65.500000000000014 64691.324218750007 11617.274414062502 4505.7285156250009 81.500000000000014 11333.392578125002 16543.466796875004 74.500000000000014 -11.499999999999998 15804.419433593752 66.500000000000014 4706.8647460937509 68.500000000000014 84.500000000000014 12411.391601562502 83.500000000000014 87.500000000000014 1248.5628051757815 2102.052612304688 72.500000000000014 -6.4999999999999991 -5.4999999999999991 11.500000000000002 1.0000000180025095e-35 3600.6882324218755 79.500000000000014 75.500000000000014 2554.751831054688 80.500000000000014 74.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 17 10 16 7 -4 -8 13 11 -5 -3 14 15 -9 -6 21 19 -19 -20 -2 23 24 25 26 27 -22 29 -26 right_child=1 12 6 4 5 -7 8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 22 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-1.2835326057759258e-05 0.0088535995514622493 0.013575061151994807 -0.015572512161391954 0.0075245609530464235 -0.0039260220326026692 0.014634458633026946 0.025044998058083676 0.010736053337218908 -0.0011847254912328168 -0.010512720004349517 0.003027961656690547 -0.014999737493715939 0.00085698504015152186 -0.00068610749441513398 0.015105257363396249 -0.010557849860075033 0.0029418260471380979 -0.014056448591812 -0.01628886818908418 -0.0020491898650760749 -0.010751686690592156 -0.00025113597524059795 -0.010869805190565872 0.0015894653585196753 -0.0048214308961494904 0.0077033542075465545 -0.015997007900249157 0.0058032389148372195 -0.0097889842378329935 0.0071401354276976166 leaf_weight=291446.52814519813 180.83914519846439 82.356454722583294 481.41624738276005 83.554921984672546 1078.4096617400646 84.129017665982246 24.792318850755692 58.7605090290308 5616.1895037591457 130.62345352768898 4977.3432729244232 123.53958977758884 3440.5874788998626 732.99538892135024 122.38132774829865 61.24367567896843 342.45163083076477 471.87502852082253 89.068400129675865 979.82738559693098 76.52300252020359 10053.684024356306 117.64820055663586 2326.4680477753282 625.5187072455883 287.18707811832428 92.819665014743805 228.37093718349934 279.55513089895248 169.84937500953674 leaf_count=1269977 807 359 1949 340 4430 347 184 238 23233 541 20315 503 15453 3052 498 249 1482 1993 394 4194 308 42996 611 10127 2548 1211 376 934 1151 692 internal_value=-4.09446e-05 -0.000286077 -0.000455805 -2.39929e-06 0.00177169 -0.00132575 -0.00187771 -0.00474992 -0.00106944 -3.91188e-05 0.00267085 -0.00591202 0.0011543 0.00136351 0.00756174 -0.000131209 -0.00227075 -0.000745092 -0.00191171 -0.00595214 -0.000545421 -9.02596e-05 -0.000211867 9.49855e-05 -0.0018807 0.00179589 -0.00246986 0.00164824 -0.00422329 -0.00226706 internal_weight=324867 33420 29897.1 22668.7 6689.43 1504.99 7228.4 1587.42 5640.98 1106 5184.44 207.095 3522.94 975.381 242.386 120.004 1420.86 15979.2 5744.71 1451.7 4293.01 10234.5 4203.94 4086.29 1759.82 684.901 397.714 304.894 1074.92 795.368 internal_count=1411492 141515 125703 95759 27417 6259 29944 6527 23417 4578 21158 843 15812 4037 985 487 5912 68342 24539 6187 18352 43803 17958 17347 7220 2829 1618 1242 4391 3240 is_linear=0 shrinkage=0.03 Tree=484 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 2 2 0 1 2 1 1 3 0 1 1 1 0 0 2 0 0 1 1 0 0 3 0 1 0 split_gain=2.45283 8.21066 5.4125 6.32493 8.95692 21.094 5.32853 5.22551 8.84917 8.80611 11.6344 6.74569 5.2626 5.21005 9.10841 9.049 6.0106 9.06954 7.48814 5.20291 4.86462 4.28969 7.64195 5.65461 4.26035 4.22878 4.87106 4.02283 13.3569 9.25228 threshold=134.73744964599612 78.500000000000014 66.500000000000014 51.500000000000007 54.500000000000007 112.33882141113283 87.470542907714858 40.500000000000007 2.5000000000000004 67.829120635986342 -1.4999999999999998 -6.4999999999999991 1.0205000042915346 68.500000000000014 -1.4999999999999998 2.5000000000000004 1.5000000000000002 77.500000000000014 69.500000000000014 67.829120635986342 47.500000000000007 58.500000000000007 -2.4999999999999996 1.5000000000000002 41.500000000000007 41.500000000000007 1.0205000042915346 37.500000000000007 1.5000000000000002 39.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 7 5 -5 -3 11 9 20 -11 -1 -10 15 -15 -4 17 -16 -18 21 24 -6 -23 -24 -9 -12 -27 -13 -29 -30 right_child=-2 6 13 4 19 -7 -8 8 12 10 25 27 -14 14 16 -17 18 -19 -20 -21 -22 22 23 -25 -26 26 -28 28 29 -31 leaf_value=0.0183159028726236 -4.9418675921096797e-05 -0.0022984210273355602 0.010951357476274317 -0.0011859835653724377 0.012427542767139239 -0.018183675694539804 -0.031695829250281166 -0.010456353322859638 -0.0049840856709617229 -0.004161737417667866 0.013380768926635594 0.00055051214024613693 0.011836031342989651 -0.02197383716851813 -0.0033413184120311143 -0.016056604741983865 0.031972866549729258 0.024483525586665746 0.001137767294005538 -0.00070692187063923703 -0.0031840753690996928 0.022137191230983955 -0.0068630601675697669 0.011599755868193203 0.0045291938052843157 0.01451543811772781 0.0039187650173409415 -0.0001435714637145494 -0.0080561511605520535 -0.032972988736498898 leaf_weight=17.693229980766773 320423.56027752638 10.711798816919329 133.99905486404896 269.37888430058956 51.839254841208458 86.907432816922665 11.514030583202837 19.174230203032494 19.356989085674286 140.09159585833549 54.156920462846756 1053.5331719368696 123.88240648806095 14.379916504025458 92.572770819067955 12.179868489503859 13.160878404974939 11.897989243268965 15.360967904329298 748.92481179535389 369.07010570168495 13.861423239111899 57.259206563234329 20.195309519767761 155.90168331563473 41.883272901177406 575.42709158360958 241.72500486671925 44.288926810026169 19.238514468073845 leaf_count=107 1392068 51 573 1161 221 405 93 80 93 649 230 4719 561 61 397 61 58 67 70 3258 1554 70 240 83 658 178 2409 1038 196 83 internal_value=-3.97155e-05 0.000660605 0.000752119 0.000471941 -0.00131118 -0.00533216 -0.0175277 0.00124608 0.00247162 0.00172237 0.0037022 -8.84897e-05 0.00956301 0.00468804 0.000707567 0.00870101 0.00316001 -0.000172396 0.0153661 0.000294753 -0.00123042 0.00553508 0.00162228 -0.00204911 0.00288798 0.00534289 0.00463773 -0.00032814 -0.00336068 -0.0156019 internal_weight=324863 4439.57 4417.34 4123.79 1248.37 356.286 22.2258 2875.42 1498.94 1355.7 811.559 1376.48 143.239 293.551 147.373 146.179 132.993 104.471 28.5218 892.08 544.146 143.155 91.3159 77.4545 175.076 671.467 617.31 1358.79 305.252 63.5274 internal_count=1411492 19424 19280 17993 5438 1566 144 12555 6412 5758 3466 6143 654 1287 653 634 592 464 128 3872 2292 614 393 323 738 2817 2587 6036 1317 279 is_linear=0 shrinkage=0.03 Tree=485 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 1 2 1 1 2 2 2 2 2 1 2 2 2 1 0 2 2 2 2 0 2 2 1 0 0 split_gain=3.13716 9.67728 18.0709 22.9009 21.7069 26.3227 23.0369 18.4601 13.7737 21.0552 14.4269 33.5135 33.3567 27.3865 28.5778 26.6983 23.9492 26.1921 23.4016 17.7895 17.3492 22.3761 20.9292 32.52 29.2327 19.8407 15.0538 23.8687 15.3756 29.2038 threshold=49.500000000000007 45.500000000000007 14106.575683593752 9416.2739257812518 7510.0949707031259 23.500000000000004 3827.336303710938 12.500000000000002 -7.4999999999999991 2602.8994140625005 2343.383422851563 269.37811279296881 194.10739898681643 2817.958129882813 -1.4999999999999998 3673.091186523438 1126.780944824219 736.05068969726574 2.5000000000000004 48.500000000000007 1443.1333007812502 1248.5628051757815 1707.8798828125002 1864.7654418945315 47.500000000000007 1526.1497802734377 971.01849365234386 2.5000000000000004 47.500000000000007 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 -6 8 -5 9 -3 11 12 -10 18 -15 -16 17 -13 19 -12 21 -18 24 -24 -22 -26 -19 28 29 -28 right_child=-2 2 -4 7 5 -7 -8 -9 10 -11 13 16 -14 14 15 -17 20 26 -20 -21 22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-2.7455655011418341e-06 0.00014623079513334663 0.0078159597964217679 0.0029632179244260702 -0.006524536893948607 0.0058574365434666594 -0.035685168829621756 -0.0041874038113695706 0.015161915741423396 -0.00058487544767855005 -0.014358293390240284 0.0036098166899197846 -0.0020382473156824099 0.0057552715891966708 -0.0065406183347049198 -0.0070013937447460928 0.0018636141345645275 8.2369292315955347e-05 -0.011105101415165484 0.011151377827009284 -0.0042682829433910692 -0.018062292625057087 0.016895845624364747 0.0054988455308301407 -0.0027123638579721627 0.02723346849152395 -0.0040843290098163017 -0.0069785969222228555 -0.018715693320464227 -0.0090687060145056564 0.010729291684776363 leaf_weight=214855.70496628515 88937.314614980482 326.95832209289074 1159.5647716894746 844.39239186048508 595.44816523790359 14.05123822391033 1694.756713591516 36.86889086663723 4693.8301477283239 43.689092099666595 1318.5471849143505 1362.2719619087875 888.1540692448616 671.806436419487 362.1185700148344 1964.2298884093761 221.88881124556065 673.03983270376921 302.38817071914673 320.71152943372726 161.30620564520359 104.92391769587994 564.79238882660866 1875.7661048769951 20.13066591322422 190.42920942604542 170.77531771361828 91.685408562421799 184.55190493166447 164.61817406117916 leaf_count=938075 381376 1795 4757 3566 2538 77 8301 163 20135 219 5402 6325 3686 2769 1504 8903 954 3285 1218 1312 706 445 2311 7689 86 821 724 586 886 722 internal_value=-5.60483e-06 -6.28538e-05 -0.000677141 -0.000889647 -0.000670172 0.00489972 -0.000854942 -0.00561725 -0.000516322 0.00520223 -0.000646294 -0.00123448 0.000423911 0.000707331 -0.00109027 0.00048369 -0.00283435 -0.00493625 0.00348306 0.00206851 -0.00106208 0.00548037 -0.00182233 -0.000812131 -0.00845226 -0.00109018 -0.0080093 -0.00460268 -0.00211403 0.00171281 internal_weight=324817 235879 21023.7 19864.1 18982.9 609.499 18373.4 881.261 16678.6 370.647 16308 11368.2 5581.98 4939.8 2998.15 2326.35 5786.18 2646.94 1941.65 1639.26 3139.24 326.813 2812.42 2440.56 371.866 210.56 1284.67 611.631 519.945 335.393 internal_count=1411336 1029960 91885 87128 83399 2615 80784 3729 72483 2014 70469 49361 23821 21108 13176 10407 25540 12528 7932 6714 13012 1399 11613 10000 1613 907 6203 2918 2332 1446 is_linear=0 shrinkage=0.03 Tree=486 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 0 2 1 2 1 0 3 2 0 0 2 0 2 2 1 2 2 2 2 2 2 2 1 2 2 split_gain=2.96941 11.382 14.22 19.1307 18.5812 16.2077 18.686 15.3202 14.2023 11.4357 10.7168 10.661 10.3484 9.39994 14.2189 25.1443 9.18017 26.4661 32.8069 27.8894 32.0057 34.4743 30.9934 58.2987 43.3035 29.6644 28.8466 25.7523 24.9721 24.0853 threshold=52.500000000000007 47554.107421875007 72.500000000000014 55.500000000000007 84.500000000000014 89.500000000000014 64691.324218750007 2.5000000000000004 61082.773437500007 -1.4999999999999998 86.500000000000014 40.666500091552741 99995.847656250015 92.500000000000014 90.500000000000014 55938.710937500007 57.500000000000007 14106.575683593752 17466.614257812504 1.0000000180025095e-35 2680.677124023438 5832.3920898437509 2343.383422851563 2643.0056152343755 199.21649169921878 317.43702697753912 7882.7980957031259 -5.4999999999999991 325.14366149902349 3267.230346679688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 11 3 -3 -4 7 13 8 10 12 -6 16 -10 14 15 -7 17 19 -19 20 -2 27 24 -24 -21 -26 -23 -22 -27 -25 right_child=1 2 4 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 22 21 26 23 29 25 28 -28 -29 -30 -31 leaf_value=-5.3724891264422849e-05 8.8587929188588821e-05 -0.0091875387362708571 -0.0017001086028416042 0.0054201795000981693 0.0032829345365529431 -0.025751594849422989 0.0015153102492178163 0.016274520883486503 -0.019743429539689376 0.0039095186308558266 0.019478319094362467 0.01387832122634528 0.00039392603532932563 6.5949825710921324e-05 -0.028766306126427277 0.023832403940850483 -0.00017879597518799187 0.011331942116775528 0.0015505326387244473 -0.0022549669736930179 -0.0047815930089925409 -0.01037940401745144 -0.009199342811869949 0.0022237018369414274 0.0079117809112306953 -0.037715361750148273 0.0025834574994813004 0.006940908809817581 0.001639663722364776 -0.0023604270361366436 leaf_weight=253094.10741740291 4413.0107007920742 86.957237526774406 1729.5721096545458 1119.142758898437 65.02434803545475 20.342194631695747 1344.4302142746747 106.96409587562084 37.169666945934296 518.17714354395866 84.637198984622955 50.199945565313101 60.109733089804649 47.129153400659561 42.193407163023949 16.811290726065636 46974.96659919247 438.95224383473396 1039.2586257606745 2091.5763305574656 183.90136754512787 229.66594535112381 905.68660625815392 1517.4910995811224 905.97799524664879 14.620282009243963 472.08829011023045 2035.4007754921913 1941.7603801339865 3221.0774541795254 leaf_count=1107644 18291 358 7372 4880 274 83 6229 466 192 2283 368 261 343 221 175 73 197162 1840 4384 9397 852 939 3646 6101 3748 63 1988 8450 8040 15213 internal_value=-5.44073e-06 0.000164964 0.00150577 0.00436699 0.000658415 0.00239945 0.000478207 0.00563995 0.00415322 0.00213767 0.0124418 5.84294e-05 -0.00730039 -0.0105461 -0.0168493 -0.00331572 4.79789e-05 0.000596793 0.00445511 0.000278741 0.00170096 0.00413686 -0.000705451 -0.00222534 0.00102623 0.00342386 -0.00165895 0.00596953 0.00134556 -0.000892394 internal_weight=324808 71714.3 5278.66 1206.1 4072.56 2342.99 1470.91 872.082 765.118 615.457 149.662 66435.6 97.2794 126.476 79.3469 37.1535 66385.4 19410.5 1478.21 17932.3 7334.07 2921.06 10598.2 5644.26 4953.93 2862.36 701.754 2219.3 1956.38 4738.57 internal_count=1411336 303692 23317 5238 18079 10707 6781 3926 3460 2818 642 280375 535 552 331 156 280114 82952 6224 76728 30520 12229 46208 24960 21248 11851 2927 9302 8103 21314 is_linear=0 shrinkage=0.03 Tree=487 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 2 1 1 1 2 2 2 2 2 1 2 2 2 1 0 2 2 2 2 0 2 2 0 2 1 split_gain=2.80038 9.1111 17.0042 21.5713 20.7669 28.5545 25.7791 17.3559 12.9922 19.8068 13.5821 31.5718 31.432 25.7724 26.862 25.1341 22.6098 24.8006 22.0224 16.7406 16.3245 21.0429 19.7474 30.5996 27.6794 18.6436 14.8166 14.5345 14.2539 22.8155 threshold=49.500000000000007 45.500000000000007 14106.575683593752 9416.2739257812518 6860.8740234375009 3827.336303710938 24.500000000000004 12.500000000000002 -7.4999999999999991 2602.8994140625005 2343.383422851563 269.37811279296881 191.53874969482425 2817.958129882813 -1.4999999999999998 3673.091186523438 1126.780944824219 736.05068969726574 2.5000000000000004 48.500000000000007 1443.1333007812502 1248.5628051757815 1707.8798828125002 1864.7654418945315 47.500000000000007 1526.1497802734377 417.75494384765631 47.500000000000007 971.01849365234386 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 8 -6 -5 9 -3 11 12 -10 18 -15 -16 17 26 19 -12 21 27 24 -24 -22 -26 -13 -18 -19 -30 right_child=-2 2 -4 7 6 -7 -8 -9 10 -11 13 16 -14 14 15 -17 20 28 -20 -21 22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-1.0514759801363701e-06 0.00013818717409181999 0.0076135519911221649 0.0028752658404877485 -0.0063341961945244038 0.0048266637064852558 -0.0048144255335256236 -0.035367510302619365 0.014664037368239001 -0.0006670835202320372 -0.013841723406758493 0.0035043065768806184 -0.0054171889473833479 0.0051059156053509204 -0.0063369972656092287 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163 19492 219 5402 3014 4329 2769 1504 8903 715 3285 1218 1312 706 445 2311 7689 86 821 3311 239 2332 586 internal_value=-5.2754e-06 -5.93639e-05 -0.000655543 -0.000861792 -0.00064879 -0.000856676 0.00408937 -0.00545226 -0.000499453 0.00506235 -0.000625551 -0.00119651 0.000412822 0.00068768 -0.00105567 0.000470739 -0.00275038 -0.00479511 0.00338088 0.0020085 -0.00102889 0.00531689 -0.00176657 -0.00078615 -0.00821378 -0.00105632 -0.0019764 8.151e-05 -0.00779189 -0.00447419 internal_weight=324800 235871 21015.1 19855.3 18974.9 18177.3 797.529 880.452 16672.5 369.621 16302.9 11362.7 5581.74 4940.18 2998.93 2326.52 5780.95 2642.4 1941.26 1638.92 3138.55 326.853 2811.7 2440.57 371.134 210.487 1361.66 221.89 1280.74 610.197 internal_count=1411336 1029960 91885 87128 83399 79890 3509 3729 72483 2014 70469 49361 23821 21108 13176 10407 25540 12528 7932 6714 13012 1399 11613 10000 1613 907 6325 954 6203 2918 is_linear=0 shrinkage=0.03 Tree=488 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 1 3 2 0 0 2 1 2 2 1 2 2 0 1 1 1 0 0 0 1 2 2 2 0 split_gain=2.65097 11.0159 19.2366 29.5743 41.8968 20.4509 20.078 19.4032 18.1406 19.2271 45.8509 28.6325 17.9 17.8568 16.9837 14.7065 13.4809 12.0735 16.4873 11.1866 15.6389 10.4047 10.2396 10.7789 13.5814 13.5741 13.5988 10.0134 9.84178 23.0969 threshold=52.500000000000007 3673.103149414063 1126.780944824219 1395.3037719726565 60.500000000000007 63.500000000000007 10.500000000000002 12.393000125885012 937.66867065429699 87.500000000000014 82.500000000000014 1099.1130981445315 -3.4999999999999996 2292.840698242188 1099.1130981445315 5.5000000000000009 3673.091186523438 1289.946716308594 87.500000000000014 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 74.500000000000014 59.500000000000007 68.500000000000014 -1.4999999999999998 1061.0313110351565 971.01849365234386 6113.6403808593759 74.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 -4 -6 7 12 15 10 14 19 13 -5 22 -2 -8 -7 -19 -12 -21 -20 23 25 -25 -10 27 -27 29 -3 right_child=1 28 3 6 5 17 16 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 21 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-5.074188531943325e-05 8.6310489173738834e-05 0.002429774066865324 -0.014726117476777746 0.002226947715430702 0.011974841473258731 -0.00074392129300438392 -0.0040909891110277562 0.0071377041735774978 -0.0053830986938327901 0.013903703116773981 -0.0026793412488085528 0.020499671782092155 -0.00025704533809368664 -0.0066230898809808078 -0.0045114321733445671 0.00422754868055934 -0.016850352659256732 -0.0043002970409294471 -2.7278485411480195e-05 -0.017798587382794228 0.009749108591333119 -0.028169229338761224 0.02130666881753944 -0.0010477751469219409 0.010735728583322845 0.0075861341556328898 0.0006900476605333813 0.026599651024330831 0.00031073439526664847 -0.0024122116114542562 leaf_weight=253086.04639594548 21465.685509353876 5421.2222566008568 320.87890845537186 278.75310978293419 85.185926735401154 479.2935669273138 521.50046639889479 304.35265524685383 29.571983814239502 154.77718217670918 124.97053942084312 31.61352664232254 16217.557087831199 777.5264189094305 100.33793251216412 800.56014155596495 86.950823970139027 189.27954666316509 15.379835456609724 152.55507400631905 21.114216893911362 51.142204225063324 53.833761721849442 187.53110332787037 165.91748441755772 34.278538808226585 36.856043338775635 91.393246188759804 22445.621590696275 1060.0063156932592 leaf_count=1107644 90568 22181 1355 1258 356 2046 2219 1362 126 671 505 139 69095 3472 424 4362 567 797 63 706 113 255 225 784 691 143 157 383 94275 4394 internal_value=-5.12095e-06 0.000155899 -0.000149868 -0.000850615 -0.00553541 -0.00194017 -0.000556658 -0.000371206 0.000427672 0.0040449 0.00256339 -0.00665002 -0.000503507 -0.00428756 0.00691193 0.000235204 -0.00591437 -0.0035527 -0.00881548 -0.00952404 -0.0144494 -0.0216628 0.00882423 0.00759249 0.00448369 0.0133124 0.0167141 0.0214135 0.000608086 0.00163787 internal_weight=324792 71705.6 42778.8 19327.8 1141.16 820.281 18186.6 17578.2 23451 1184.75 1029.97 330.253 17273.8 1056.28 699.72 22266.2 608.451 735.095 255.802 298.64 173.669 66.522 599.382 545.548 353.449 192.1 162.528 125.672 28926.9 6481.23 internal_count=1411336 303692 182842 82845 4872 3517 77973 75187 99997 5067 4396 1463 73825 4730 2933 94930 2786 3161 1115 1324 819 318 2509 2284 1475 809 683 526 120850 26575 is_linear=0 shrinkage=0.03 Tree=489 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 2 0 2 1 0 0 1 0 1 2 2 2 1 2 1 1 0 2 2 2 2 1 2 2 2 split_gain=2.49911 8.71746 14.2402 14.1959 9.65776 9.96291 33.1101 11.9294 9.60034 11.1701 11.8702 11.7962 8.57798 16.0791 17.1816 22.0547 20.8516 20.4565 18.9154 16.9362 14.9095 14.1568 12.7867 29.7423 29.7501 24.2536 25.2505 23.6615 21.3426 23.4707 threshold=49.500000000000007 64691.324218750007 54.500000000000007 71.500000000000014 60.500000000000007 94494.871093750015 65.500000000000014 68532.378906250015 2.5000000000000004 74.500000000000014 97.500000000000014 -2.4999999999999996 45.500000000000007 -7.4999999999999991 14106.575683593752 9416.2739257812518 7700.5261230468759 23.500000000000004 3827.336303710938 12.500000000000002 24.500000000000004 48.500000000000007 2343.383422851563 269.37811279296881 199.21649169921878 2817.958129882813 -1.4999999999999998 3673.091186523438 1126.780944824219 736.05068969726574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 -2 -3 4 -4 7 -7 -6 9 11 -11 -5 -1 -14 15 16 18 21 22 -17 -20 -18 23 24 -15 -24 -27 -28 29 -25 right_child=1 2 3 8 5 6 -8 -9 -10 10 -12 -13 13 14 -16 19 17 -19 20 -21 -22 -23 25 28 -26 26 27 -29 -30 -31 leaf_value=5.0230631039002835e-07 6.7075549905835823e-05 -0.010419289885637362 -0.00033349810808546213 -0.030544485157431661 0.0011997314368902186 0.013446599488270513 -0.014189782023766218 0.016747868214808104 0.0051206550982745022 0.0011957616301370652 -0.011116517218545997 -0.0044533771710655121 0.0049492856431568623 -0.00041500592659294368 0.0028590214342952029 -0.0065380707180242893 0.0083987817210229264 -0.0342268764287115 -0.0036224161959724989 0.014185179024909077 -0.031441551505120721 -0.0037750510395629907 0.0032816802026300849 -0.0019166766063403234 0.0062737698431816107 -0.0061400537675114471 -0.0065951914783989448 0.0017557477529841713 -0.00099681607786430548 -0.0075790768520952474 leaf_weight=214856.69658543961 85042.740721836686 87.869777262210846 145.3874564692378 17.532535180449486 59.911928333342075 104.27440221607685 62.342117339372635 171.67301940917969 448.79108956921846 2573.0276437997818 72.457469284534454 141.15658448636532 454.07615487277508 4899.7048861458898 1117.6655102223158 827.63192614912987 421.87380854785442 11.675667732954023 1713.4409070089459 37.083253338932991 17.515987001359463 107.97499687969685 1940.8510172516108 1360.9154947139323 681.7329748570919 672.98359860479832 361.54193870723248 1965.1256857961416 3137.7615351527929 1277.0384683087468 leaf_count=938075 363947 372 618 90 263 509 267 753 2095 11474 395 593 2394 20993 4562 3498 1790 66 8366 163 123 454 7932 6325 2828 2769 1504 8903 13012 6203 internal_value=-4.97032e-06 0.000130557 0.00152036 0.0017967 0.00628428 0.0087005 0.00310602 0.0127255 0.0010468 0.000394807 0.000858539 -0.00733602 -5.60678e-05 -0.00063467 -0.000758039 -0.00096605 -0.000747973 0.00505239 -0.000922198 -0.00564936 -0.00390393 0.00591794 -0.000605512 -0.00115974 0.000401981 0.00066854 -0.00102223 0.000458092 -0.00266893 -0.00465786 internal_weight=324790 88927.2 3884.42 3796.55 543.589 398.201 166.617 231.585 3252.97 2804.17 2645.49 158.689 235863 21006.6 20552.5 19434.9 18570.1 541.524 18028.6 864.715 1730.96 529.849 16297.7 11357.2 5581.44 4940.5 2999.65 2326.67 5775.72 2637.95 internal_count=1411336 381376 17429 17057 2410 1792 776 1016 14647 12552 11869 683 1029960 91885 89491 84929 81268 2310 78958 3661 8489 2244 70469 49361 23821 21108 13176 10407 25540 12528 is_linear=0 shrinkage=0.03 Tree=490 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 3 0 2 0 2 0 2 2 2 0 2 2 2 2 0 0 0 1 2 1 0 2 0 0 split_gain=3.47151 7.97001 22.9838 16.2529 27.274 28.8286 22.0398 20.3661 19.9274 18.9313 57.144 29.4258 24.6718 16.9541 27.0229 15.422 11.3813 28.7877 10.3131 9.8044 9.54782 19.4074 9.13089 26.4198 10.4962 28.0398 21.4154 23.1792 17.6573 17.2659 threshold=1.5000000000000002 69.500000000000014 396.72427368164068 72035.476562500015 17466.614257812504 10.500000000000002 1.4100000262260439 7.5000000000000009 4158.8854980468759 4.5000000000000009 47554.107421875007 13.500000000000002 68532.378906250015 2343.383422851563 2871.6833496093755 65.500000000000014 27647.242187500004 25918.428710937504 1395.3037719726565 3527.054809570313 9.5000000000000018 16.500000000000004 5.5000000000000009 2.5000000000000004 30553.010742187504 4.5000000000000009 7.5000000000000009 25918.428710937504 6.5000000000000009 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 7 -5 8 19 10 16 22 -12 18 -15 20 17 -6 -9 -2 -8 -22 23 -11 26 -26 27 -24 -29 -27 right_child=1 2 -4 6 9 -7 15 13 -10 11 12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 24 -25 25 29 -28 28 -30 -31 leaf_value=3.7265388122329926e-05 -0.00036806915344105229 -0.0094618268383333832 -0.00084138106433056094 -0.0254655430779159 -0.021599508631130516 -0.00013092461290420613 -9.6703275548204004e-05 -0.0075985743529870392 -0.0062624857531731713 0.0075982171494056805 0.002950253530394241 0.00078506889638354073 0.033346603406216882 -0.027760693491302564 -0.0079067269910800785 0.022827814508054742 -0.019317788812552701 0.021557860354224485 0.0028933581551070483 0.0096392943373527582 -0.007394748884865892 -0.00065218690414003229 -0.013117721926357134 -0.011273594712199599 0.01212749083743726 -0.012473791213530223 0.0063479317601343732 -0.0098584965003279852 0.010535054314322031 0.0090507664607204462 leaf_weight=262819.19397158665 179.24606489390135 294.05864164233208 5213.7170364963822 36.7425926476717 33.546403884887695 44543.937398109585 1065.7549439966679 155.39055220782757 271.48537965118885 163.2339141368866 144.81886954605579 5242.1932322084904 28.814240723848343 70.513306304812431 493.59422074258327 22.203110441565514 157.42725497484207 23.764696389436722 184.35111635923386 173.29345962405205 718.27708329260349 826.05070516467094 119.71782565116882 112.97046759724617 501.22007608413696 77.82805323600769 918.88010635972023 56.217031314969063 119.2928728312254 58.940300211310387 leaf_count=1141641 795 1455 22654 165 160 196251 4317 717 1186 698 646 21404 143 355 2100 93 656 98 822 734 2950 3404 489 483 2092 319 3704 225 487 244 internal_value=-1.0372e-05 -0.000212284 -0.00130162 -0.000106091 7.2075e-06 -0.000269909 -0.00239117 -0.00432188 -0.000153394 0.00165271 -0.00480289 0.00199288 0.0079945 -0.00719984 -0.0103885 -0.00206909 -0.0151506 -0.00370382 -0.00190543 0.00455113 -0.00228088 -0.0037882 0.00496781 -0.00012055 0.00572664 0.00884214 0.00408951 -0.00293971 0.00400286 -0.00319779 internal_weight=324827 62007.5 5507.78 56499.7 53830.7 46071.8 2669.03 1527.87 624.025 7758.87 388.371 7370.49 173.633 903.849 564.108 2632.29 214.738 57.3111 339.742 352.54 2610.08 1544.33 2128.3 276.204 1852.1 637.988 1214.11 295.228 175.51 136.768 internal_count=1411487 269846 24109 245737 234808 202960 10929 6709 2715 31848 1703 30145 789 3994 2455 10764 914 258 1539 1529 10671 6354 8741 1181 7560 2655 4905 1201 712 563 is_linear=0 shrinkage=0.03 Tree=491 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 3 0 2 0 2 0 2 2 2 0 2 2 2 2 0 0 0 1 2 1 0 2 0 0 split_gain=3.26702 7.50187 21.7352 15.3 25.672 27.1699 20.9114 19.2287 18.8148 17.8317 54.1053 27.7348 25.2505 16.0391 26.0267 14.5712 13.0198 27.188 10.0781 9.72731 9.12227 22.3259 8.60599 24.8638 9.91582 26.4587 20.1593 21.8467 17.0304 16.6327 threshold=1.5000000000000002 69.500000000000014 396.72427368164068 72035.476562500015 17466.614257812504 10.500000000000002 1.4100000262260439 7.5000000000000009 4076.2145996093755 4.5000000000000009 45473.716796875007 13.500000000000002 68532.378906250015 2343.383422851563 2871.6833496093755 65.500000000000014 27647.242187500004 25918.428710937504 3527.054809570313 1395.3037719726565 10.500000000000002 16.500000000000004 5.5000000000000009 2.5000000000000004 30553.010742187504 4.5000000000000009 7.5000000000000009 25918.428710937504 8.5000000000000018 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 7 -5 8 18 10 16 22 -12 19 -15 20 17 -6 -2 -9 -8 -22 23 -11 26 28 27 -24 -26 -29 right_child=1 2 -4 6 9 -7 15 13 -10 11 12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 24 -25 25 -27 -28 29 -30 -31 leaf_value=3.6147499898349581e-05 -0.00035706786119443421 -0.0092150123657931751 -0.00081621610060861295 -0.024875079278432622 -0.0211359875787701 -0.00012700017543538822 -0.0002675020038771753 -0.0073910553574994152 -0.0059114498609316229 0.0073756171654101614 0.0021659946066739876 0.00076150167537109004 0.03283898407794765 -0.027276481558498791 -0.0076816465865530703 0.022251462948252768 -0.02060330574962933 0.020838646448035059 0.0099332209444694501 0.0028039806705302483 -0.0082402394785774675 -0.00063267527866014191 -0.012746111080531348 -0.010934055226689488 0.016202290727361863 -0.0031027766154391192 0.0061609089686489385 -0.0095647000584540669 0.0048446257593547544 0.010234360067477697 leaf_weight=262818.58311430749 179.22594764828682 292.89457258582115 5213.2365123098716 36.490170136094093 33.258037209510803 44542.79880362004 1184.3289144635201 154.9673768132925 280.59809663891792 163.11738301813602 161.96607430279255 5242.2955929040909 28.388328596949577 69.6256313174963 492.82716017961502 22.096491768956184 140.08964939415455 23.846073627471924 164.0744610875845 184.51796466112137 598.93627105653286 825.98128236830235 119.51504269242287 112.9840012639761 305.82014374434948 136.72308294475079 918.37845304608345 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712 is_linear=0 shrinkage=0.03 Tree=492 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 2 0 3 0 2 2 0 0 2 0 2 2 2 0 2 2 1 0 0 2 0 0 1 2 1 split_gain=3.07456 7.1512 7.15618 20.5525 14.1586 25.0792 25.0528 19.8883 19.7094 14.4415 14.261 13.7391 13.5682 44.3425 26.1447 23.3542 18.6906 17.4993 10.8697 10.7357 10.5767 9.6091 8.88395 21.0482 8.58248 8.47494 8.11248 23.4002 9.37433 24.9876 threshold=1.5000000000000002 2.5000000000000004 69.500000000000014 396.72427368164068 72035.476562500015 17466.614257812504 10.500000000000002 1.4100000262260439 5.5000000000000009 2152.199340820313 2871.6833496093755 65.500000000000014 4.5000000000000009 68532.378906250015 13.500000000000002 45473.716796875007 27647.242187500004 25918.428710937504 3.5000000000000004 12986.766601562502 589.46820068359386 3.5000000000000004 10.500000000000002 16.500000000000004 134.73744964599612 7.5000000000000009 5.5000000000000009 2.5000000000000004 30553.010742187504 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 24 5 6 8 -6 19 20 25 22 13 15 26 16 17 -7 -17 21 -10 -3 -9 -24 -4 -11 27 -14 -28 -30 right_child=1 2 3 -5 7 12 -8 11 9 10 -12 -13 14 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31 leaf_value=3.506319645231212e-05 -0.015347253075219756 0.0075424438164255325 0.011757489215363208 -0.0007918016613231531 -0.024300841556060118 -0.016384358073644602 -0.00012319327788802274 -0.00019930697082428859 -0.018820112253198552 -0.0070211753222888702 -0.0061897707215559034 0.021692213895063039 0.0071595530100159697 0.032345816837109694 0.00073864263955672406 -0.012403886690557838 -0.019734343949504077 0.020150137609791653 0.0058991721636926829 -0.015136070611475108 0.00058424565274118885 -0.014433061930099807 -0.0080032298607021577 -0.0006137459358421533 -0.010251049890675589 -0.023456336126681018 0.0038535643351254997 -0.010605312340898301 0.011466155163401002 -0.0030090382528806725 leaf_weight=262817.99061077146 28.037951037287712 207.81756363809109 16.929078511893749 5212.7689403505065 36.235759750008583 23.28580804169178 44541.69413928315 1182.019075512886 27.18266973644495 45.12796925008297 750.42688189446926 21.987838357686996 163.00061146914959 27.962987691164017 5242.3934196680784 38.487479880452156 138.30308516323566 23.919886723160744 121.03929331898689 24.805163949728012 361.3516853004694 19.596698686480522 598.18470396101475 825.91378034651279 274.82620555907488 75.447383299469948 1212.3145776689053 112.99154905974865 498.8411268889904 136.75239008665085 leaf_count=1141641 134 891 82 22654 165 109 196251 4793 127 201 3217 93 698 143 21404 166 577 98 540 114 1626 92 2464 3404 1373 387 4905 483 2092 563 internal_value=-9.76294e-06 -0.000199813 -0.000192958 -0.00122548 -9.22881e-05 1.34437e-05 -0.0002521 -0.002227 -0.00405015 -0.00558301 -0.0077285 -0.00192265 0.00159359 -0.00398857 0.00187625 -0.00693325 -0.0141711 0.00212826 0.00148337 0.00360464 -0.000773323 0.00564877 -0.00212189 -0.00371766 -0.00897401 -0.0173051 0.00468418 -0.000113406 0.00540072 0.00835172 internal_weight=324808 61989.6 61961.6 5504.52 56457.1 53792.7 46053.5 2664.34 1511.76 1259.54 871.002 2628.11 7739.29 372.999 7366.29 345.036 185.509 47.2057 159.527 252.219 388.534 227.414 2606.12 1424.1 291.755 120.575 2123.9 275.992 1847.91 635.594 internal_count=1411487 269846 269712 24109 245603 234684 202906 10919 6655 5558 3805 10754 31778 1633 30145 1490 784 207 706 1097 1753 983 10661 5868 1455 588 8741 1181 7560 2655 is_linear=0 shrinkage=0.03 Tree=493 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 2 0 3 0 2 2 0 0 2 0 2 2 2 0 2 2 1 0 0 2 0 2 1 2 0 split_gain=2.89343 6.76387 6.73588 19.4356 13.3286 23.6047 23.6101 18.8738 18.5774 13.6447 13.6356 12.9838 12.7776 42.2155 24.6299 22.0049 17.5974 16.4784 10.2248 10.1276 10.023 9.05214 8.36714 20.0865 9.3153 8.17156 8.10241 8.10055 7.90565 7.64099 threshold=1.5000000000000002 2.5000000000000004 69.500000000000014 396.72427368164068 72035.476562500015 17466.614257812504 10.500000000000002 1.4100000262260439 5.5000000000000009 2152.199340820313 2871.6833496093755 65.500000000000014 4.5000000000000009 68532.378906250015 13.500000000000002 45473.716796875007 27647.242187500004 25918.428710937504 3.5000000000000004 12986.766601562502 589.46820068359386 3.5000000000000004 10.500000000000002 14.500000000000002 79162.558593750015 7.5000000000000009 134.73744964599612 6.5000000000000009 2385.3286132812505 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 26 5 6 8 -6 19 20 25 22 13 15 29 16 17 -7 -17 21 -10 -3 -9 24 -24 -11 -4 -22 -27 -14 right_child=1 2 3 -5 7 12 -8 11 9 10 -12 -13 14 -15 -16 18 -18 -19 -20 -21 27 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=3.4011372522919416e-05 -0.01496193457215903 0.0073025051087096827 0.011357436658680085 -0.00076811571475676396 -0.023741972648763762 -0.01599488630185315 -0.00011950037873378404 -0.00019332843259673951 -0.018383384169893064 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273.61362877488136 17.63178525865078 62.056769505143166 1846.5318381041288 leaf_count=1141641 134 891 82 22654 165 109 196251 4793 127 201 3217 93 1181 143 21404 166 577 98 540 114 1537 92 127 4120 1621 62 1373 89 325 7560 internal_value=-9.47209e-06 -0.000193853 -0.000187203 -0.0011891 -8.95357e-05 1.3038e-05 -0.000244565 -0.0021612 -0.0039341 -0.0054249 -0.00751416 -0.00186565 0.00154627 -0.00387697 0.00182033 -0.00673298 -0.0137633 0.0020667 0.00144049 0.00349418 -0.000750488 0.0054724 -0.00205891 -0.00360825 -0.00908032 -0.0169188 -0.00873971 0.000566609 -0.0230091 0.00454695 internal_weight=324799 61981.5 61953.6 5502.93 56450.7 53787.5 46050.4 2663.16 1509.8 1257.44 869.025 2627.18 7737.08 372.189 7364.9 344.65 185.281 47.1261 159.369 252.359 388.417 227.689 2605.3 1423.29 423.914 119.646 290.612 361.42 74.6191 2122.41 internal_count=1411487 269846 269712 24109 245603 234684 202906 10919 6655 5558 3805 10754 31778 1633 30145 1490 784 207 706 1097 1753 983 10661 5868 1748 588 1455 1626 387 8741 is_linear=0 shrinkage=0.03 Tree=494 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 0 0 0 2 1 2 2 0 2 2 3 3 2 2 2 2 0 1 3 1 2 0 2 2 split_gain=2.75444 16.0004 17.6383 34.3838 17.8641 14.5621 15.7151 12.4777 11.2436 34.0355 21.8184 29.3384 18.0108 18.3709 16.0879 14.7412 33.4911 40.9774 40.4227 57.1705 31.7735 31.1569 30.2408 21.2922 17.6134 26.8958 19.8589 16.4302 76.9057 32.6129 threshold=79162.558593750015 85.500000000000014 2.5000000000000004 99995.847656250015 89440.765625000015 1.0000000180025095e-35 1.5000000000000002 93.500000000000014 2.5000000000000004 33967.421875000007 1.0000000180025095e-35 55938.710937500007 64691.324218750007 1.5000000000000002 68532.378906250015 52302.683593750007 21.500000000000004 10.80550003051758 72035.476562500015 58108.183593750007 64691.324218750007 54303.691406250007 87.500000000000014 1.5000000000000002 28.166500091552738 1.0000000180025095e-35 61082.773437500007 4.5000000000000009 15066.298339843752 22009.412109375004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 -2 -7 -3 9 -1 12 -12 -11 -14 -13 27 17 22 19 21 24 -18 -17 -22 25 -21 -26 28 -10 -30 right_child=1 7 -4 -5 -6 6 -8 -9 15 10 11 14 13 -15 -16 16 18 -19 -20 20 23 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=0.00057155317394415252 -0.0086879347886967065 0.0044499900170612778 -0.00098913004141705312 0.0031150750800485599 -0.0063546509830299915 -0.027596537412038921 0.0055298913018921548 -0.00081966906738774781 0.0022618262391550276 0.0029967664653781437 -0.018349934742566652 0.0082080641174683486 0.011439206887451881 -0.030497559352497757 -0.014502291116899347 0.00038862885085630205 0.00011349457902268991 -0.0095007268026150796 0.012760983668583111 -0.021616827659406295 1.1405609319772636e-05 0.012051074781313004 0.012060189399705918 0.02263869489339022 -0.023645944928425637 0.0084198892038346313 -0.0062106711080503882 1.7794783715932662e-05 -0.015363283840939152 -0.0045291793987669677 leaf_weight=1218.3975621663267 100.22399752214551 1064.7953319847584 16576.947420999408 2681.6638254334684 651.69341781921685 13.397830113768576 339.18480011820793 652.04294341988862 1948.8256742022932 192.94089886825532 255.29061296209693 74.554812148213387 13.36237501259893 31.713147230446339 45.028735086321831 6358.4840868487954 302.91828557103872 370.39116013050079 426.89956797286868 38.692852094769478 443.82285066694021 561.54527769982815 206.27337175607681 40.875213354825974 114.33117444813251 87.511727750301361 121.03964525461197 287920.59189033136 294.97233930975199 1642.3690796867013 leaf_count=13384 698 4885 69316 25227 3069 122 1363 3078 9627 1573 1625 353 287 221 267 26050 1623 1621 3181 296 2484 3195 916 211 533 416 566 1226031 1400 7869 internal_value=-9.19058e-06 -0.000332673 -0.000567167 0.00128031 -0.00317438 0.00140277 0.00427112 0.00244861 1.44045e-05 -0.00232917 -0.00809566 -0.0126059 -0.000992032 -0.0180657 -0.000343435 2.86685e-05 0.00121955 0.000207609 0.00450259 0.00244178 -0.00310108 0.00786801 0.000755365 0.00191959 -0.00983138 -0.000789018 -0.0146798 -8.35806e-06 -0.00194599 -0.00617874 internal_weight=324791 22079.9 20363.1 3786.16 1104.5 452.807 352.583 1716.84 302711 1831.29 612.891 374.874 238.016 45.0755 119.584 300880 9072.79 6935.15 2137.64 1710.74 846.273 864.464 6564.76 484.698 361.575 126.205 235.371 291807 3886.17 1937.34 internal_count=1411487 107758 99795 30479 5252 2183 1485 7963 1303729 17710 4326 2245 2081 508 620 1286019 41092 28587 12505 9324 4506 4818 26966 2695 1811 712 1099 1244927 18896 9269 is_linear=0 shrinkage=0.03 Tree=495 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 2 3 0 2 0 0 2 2 1 2 0 2 2 2 0 2 2 2 1 1 2 2 1 1 2 split_gain=2.04899 11.0277 13.403 11.8404 2.4881 2.25496 22.4532 43.9851 31.7239 19.5444 25.3306 92.5562 56.9296 43.2166 37.9187 58.7153 58.4065 41.3328 30.1471 30.3041 31.2793 29.3069 42.3328 25.8642 21.9736 21.6368 30.6062 20.9062 20.1322 18.7192 threshold=97.500000000000014 58108.183593750007 4805.4782714843759 94494.871093750015 2.5000000000000004 35189.248046875007 1.7404999732971194 60.500000000000007 72035.476562500015 6.5000000000000009 3.5000000000000004 64691.324218750007 58108.183593750007 1.0000000180025095e-35 55938.710937500007 4.5000000000000009 47554.107421875007 47554.107421875007 42366.021484375007 5.5000000000000009 37774.541015625007 42366.021484375007 39196.445312500007 -4.4999999999999991 -1.4999999999999998 84255.890625000015 99995.847656250015 3.5000000000000004 2.5000000000000004 37774.541015625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -5 -1 7 8 -7 10 11 13 14 -8 15 16 21 18 19 29 -21 22 -12 -20 -23 -13 -27 -14 -24 -17 right_child=1 3 -4 4 -6 6 9 -9 -10 -11 12 25 27 -15 -16 17 -18 -19 23 20 -22 24 28 -25 -26 26 -28 -29 -30 -31 leaf_value=3.5185067290470116e-06 -0.0069050412113806107 -0.039119045913055893 0.022490732241206849 -0.0085791332459877207 0.0047562942039345206 0.0032003704588889673 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589.02111895382404 251.6560615748167 992.98477186728269 3918.4514071685262 78.401021018624306 17.381246566772461 469.05434707552195 leaf_count=1210197 168 69 145 344 226 7101 3029 1701 1986 103641 286 7406 18055 3436 1373 762 4274 155 238 1799 730 260 783 2917 1106 4635 30949 316 71 2229 internal_value=3.26443e-05 -0.00351398 0.00694666 -0.00998856 -0.00594713 3.42466e-05 0.00023787 0.002955 0.00132561 6.29969e-05 0.000925242 -0.000353583 0.00212487 -0.00816775 0.00505695 0.00419463 -0.000629225 0.00770013 0.00832278 0.00545776 0.010855 -0.00834439 -0.000493902 0.0136542 -0.0147036 0.00112849 0.000265904 -0.000154134 0.00712736 0.00108419 internal_weight=324500 146.54 56.0244 90.5156 79.4878 324353 42529.2 2571.65 2193.36 39957.5 14860.4 7192.77 7667.59 1146.72 3353.33 3125 1315.19 1809.81 1776.3 1155.41 517.178 528.342 236.446 620.896 291.896 6046.05 4911.44 4314.26 173.798 638.229 internal_count=1410387 952 313 639 570 1409435 199238 10788 9087 188450 84809 49455 35354 6465 16983 15610 6780 8830 8675 5520 2529 2506 1140 3155 1366 42990 35584 18371 854 2991 is_linear=0 shrinkage=0.03 Tree=496 num_leaves=31 num_cat=0 split_feature=1 2 1 2 3 0 1 0 0 2 2 2 3 1 1 2 2 2 1 3 1 2 3 1 2 3 2 2 0 1 split_gain=2.01093 12.7204 6.68659 6.01196 15.0572 18.6794 15.5456 5.29491 8.46588 5.80024 4.75674 5.46991 11.0841 4.26743 3.55064 3.53401 4.94878 3.24533 2.79249 2.54423 2.49066 4.62907 2.81088 2.48644 2.24792 10.9472 5.16161 3.91341 3.64368 2.06121 threshold=-30.499999999999996 3383.5720214843755 -37.499999999999993 47554.107421875007 8.545499801635744 9.5000000000000018 -65.499999999999986 19.500000000000004 37.500000000000007 922.17691040039074 1164.8808593750002 2292.840698242188 1.2994999885559084 -33.499999999999993 -38.499999999999993 11333.392578125002 19525.543945312504 29455.711914062504 -38.499999999999993 17.333499908447269 -45.499999999999993 8226.4770507812518 3.653500080108643 -33.499999999999993 15423.644531250002 4.1315000057220468 9188.5839843750018 11333.392578125002 35.500000000000007 -34.499999999999993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 18 6 -6 9 -9 -1 -4 -12 -13 15 -7 -8 -17 -18 20 -19 21 -3 -22 -5 26 -26 28 -28 29 -20 right_child=-2 3 10 23 5 14 13 8 -10 -11 11 12 -14 -15 -16 16 17 19 24 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.027891442287263517 2.8947745849487734e-05 -0.011620618134183271 0.016008416015209269 0.0098012544656103061 -0.047380451529282316 -0.047608932241153389 0.027824101529025473 -0.041955544779801346 -0.011278329464980971 -0.01779361266083776 -0.019287905737846913 0.027965621652244706 -0.014060942710370845 -0.014556206397706916 -0.021285676816815369 -0.021908228186848008 0.018573444143337905 -0.015766570050682868 -0.0022141809007687192 0.010297569509505687 0.024972230739210521 0.013429562627697905 0.0095506728711568407 0.023971423112773473 0.014350219317955295 -0.024946880788906514 0.034188355591902878 0.0088224855778936961 -0.011676256994690153 0.011106806377793786 leaf_weight=4.8791507109999639 324050.42959161545 9.7860511094331759 13.072595469653605 62.091350075555965 5.6244511269032946 9.4530854821205157 7.3989171548746517 11.27298618108034 28.730138495564461 5.1318434849381447 14.698064699769018 9.9633345156908053 13.040275894105433 8.2839518999680859 9.0049882084131223 5.2324657989665857 16.662502143532041 6.0071267224848253 16.651403069496151 7.6798218591138721 19.586587007157505 20.64628317207098 23.280659735202789 13.582720858976243 14.136563859879972 11.627900540828703 9.0541183501482028 13.843205347657202 13.415162220597265 28.089669289998714 leaf_count=54 1406552 91 78 1184 77 62 61 73 147 49 78 55 69 62 52 47 153 61 105 86 135 218 163 125 88 62 57 93 76 174 internal_value=3.16744e-05 0.00207729 -0.00725451 0.00491761 0.00271756 -0.0085433 -3.49102e-05 -0.0150401 -0.0199232 0.00447233 0.000414559 -0.00499242 0.00414162 0.00515955 -0.0347668 0.00895948 0.00503676 0.00968228 0.00742823 -0.00114184 0.0119375 0.00537424 0.016597 0.0123447 0.0043339 -0.00338517 0.00678755 0.0188527 0.00203724 0.0061491 internal_weight=324482 431.927 100.788 331.139 255.465 75.3473 56.8892 50.0141 40.0031 10.011 50.7743 37.7017 23.0036 51.2648 18.4581 42.9808 35.5819 30.3495 180.118 13.6869 73.2996 30.4323 42.8672 75.6741 106.818 25.7645 81.0536 22.8973 58.1562 44.7411 internal_count=1410387 3835 603 3232 1923 661 547 323 220 103 280 202 124 470 114 408 347 300 1262 147 607 309 298 1309 655 150 505 150 355 279 is_linear=0 shrinkage=0.03 Tree=497 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 2 3 3 0 2 0 0 0 2 2 1 2 0 2 2 2 0 2 2 2 1 1 2 2 1 split_gain=1.9316 10.3978 12.5448 11.4604 2.34428 2.11177 21.1493 42.0867 19.4031 19.3743 19.8133 18.4009 23.8806 87.2455 53.7987 40.9148 36.1814 55.5088 54.9346 38.7958 28.681 28.7185 29.7259 27.3982 39.8036 24.5098 20.5303 20.4096 28.8008 19.6993 threshold=97.500000000000014 58108.183593750007 4805.4782714843759 94494.871093750015 2.5000000000000004 35189.248046875007 1.7404999732971194 1.4100000262260439 61.500000000000007 58108.183593750007 44.500000000000007 6.5000000000000009 3.5000000000000004 64691.324218750007 58108.183593750007 1.0000000180025095e-35 55938.710937500007 4.5000000000000009 47554.107421875007 47554.107421875007 42366.021484375007 5.5000000000000009 37774.541015625007 42366.021484375007 39196.445312500007 -4.4999999999999991 -1.4999999999999998 84255.890625000015 99995.847656250015 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -5 -1 7 9 -9 -7 -11 12 13 15 16 -8 17 18 23 20 21 -19 -23 24 -14 -22 -25 -15 -29 -16 right_child=1 3 -4 4 -6 6 11 8 -10 10 -12 -13 14 27 29 -17 -18 19 -20 -21 25 22 -24 26 -26 -27 -28 28 -30 -31 leaf_value=2.5526929794106413e-06 -0.0067113463957375078 -0.03868364395788796 0.021701621939552908 -0.0083324739153711243 0.004607736798033989 0.0016246911425511041 -0.00090393084232734107 0.0048102859171377963 0.013873183359850889 -0.017786863618502818 -0.0025900013041168677 -0.00043556477070965061 -0.020946897614531338 0.0047246481554370891 -0.00042695826726091757 -0.012512567249286885 0.016500902180445726 0.0010517818854264254 0.0044214884216042666 -0.024361887598669398 -0.012189132538359307 0.015145720165489972 -0.00078940221804481606 0.0057257223244240969 0.0069348141435807654 0.014719525439458502 -0.017381467902077646 -0.0043077636397521862 0.0014131189168703462 0.014759360391522383 leaf_weight=281823.89857004269 29.570185765624046 10.820748664438723 26.535448968410492 63.72510340064764 15.705236904788761 858.52154996246099 450.83433677535504 1015.920700520277 268.87815485149622 101.25459127128124 325.19869681447744 25097.060795947909 62.779633887112141 1132.0718059325591 4236.0313364043832 693.70220846682787 226.29687940329313 637.81735503301024 785.20350429788232 33.763901360332966 32.13746403157711 367.36119784414768 147.72495954856277 40.095736689865589 173.25131706148386 585.30963642895222 252.7186988145113 992.76953329145908 3916.1390686265659 78.296386823058128 leaf_count=1210197 168 69 145 344 226 3543 3029 4233 1208 439 1365 103641 286 7406 18055 3436 1373 2991 4274 155 238 1799 730 260 854 2917 1106 4635 30949 316 internal_value=3.07289e-05 -0.00341496 0.00672671 -0.00971964 -0.00577389 3.22837e-05 0.000229383 0.00286742 0.00670694 -0.000971563 -0.00619826 5.96552e-05 0.000896917 -0.000345351 0.00206242 -0.00793991 0.00491817 0.00407757 -0.000612496 0.00749364 0.00810118 0.00530676 0.0105756 -0.00808671 -0.000481178 0.013319 -0.0142173 0.00109353 0.000256137 -0.000151357 internal_weight=324481 146.357 56.1056 90.2511 79.4303 324335 42511.1 2569.77 1284.8 1284.97 426.453 39941.4 14844.3 7185.52 7658.79 1144.54 3344.46 3118.16 1314.05 1804.11 1770.35 1152.9 515.086 528.845 236.031 617.447 292.814 6040.98 4908.91 4314.33 internal_count=1410387 952 313 639 570 1409435 199238 10788 5441 5347 1804 188450 84809 49455 35354 6465 16983 15610 6780 8830 8675 5520 2529 2506 1140 3155 1366 42990 35584 18371 is_linear=0 shrinkage=0.03 Tree=498 num_leaves=31 num_cat=0 split_feature=1 2 1 2 3 0 1 0 0 2 2 2 3 1 2 2 1 2 1 3 1 1 2 3 2 0 2 2 0 3 split_gain=1.89938 11.9691 6.22175 5.71318 14.1703 17.1464 14.1337 4.90471 7.60361 5.5226 4.50462 5.10077 10.5321 4.03226 3.41709 4.6383 3.13797 3.10316 2.66875 2.4161 2.39794 2.39071 4.381 2.73023 2.12437 10.3731 4.94115 3.8246 3.42277 2.03999 threshold=-30.499999999999996 3383.5720214843755 -37.499999999999993 47554.107421875007 8.545499801635744 9.5000000000000018 -65.499999999999986 19.500000000000004 37.500000000000007 922.17691040039074 1164.8808593750002 2292.840698242188 1.2994999885559084 -33.499999999999993 11333.392578125002 19525.543945312504 -38.499999999999993 29455.711914062504 -38.499999999999993 17.333499908447269 -33.499999999999993 -45.499999999999993 8226.4770507812518 3.653500080108643 15423.644531250002 20.500000000000004 9188.5839843750018 11333.392578125002 35.500000000000007 3.8810000419616704 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 18 6 -6 9 -9 -1 -4 -12 -13 14 -8 -16 -7 -17 21 -19 -5 22 -3 -23 26 -26 28 -28 29 -20 right_child=-2 3 10 20 5 16 13 8 -10 -11 11 12 -14 -15 15 17 -18 19 24 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.02765256623865547 2.7167579523988357e-05 -0.011173292367936833 0.015667470432778829 0.0095628799146276183 -0.044206326810792881 -0.044911593646755794 0.027510728517635218 -0.03969738160320703 -0.010894836723510118 -0.017034547133430552 -0.018546497972014898 0.027522695251663815 -0.013560321294285979 -0.014024943599072035 -0.020925150473892568 0.018266142458766784 -0.020403314672063889 -0.015192457092646031 0.0091226109848160236 0.010160008590847553 0.023566806711674541 0.024607061528490383 0.013166252398168663 0.0093224855004763029 -0.020665311496558755 0.017534403819401478 0.033867820666054108 0.0086058919412998047 -0.011257035117930522 -0.0071466868317227959 leaf_weight=4.7752231284975988 324033.27199240564 9.8712426200509089 12.958052657544611 61.623365939827636 5.8472549729049197 9.715984411537649 7.260779730975627 11.552409969270228 28.847559809684753 5.1986817866563797 14.82513679563999 9.8220888227224368 13.114958077669142 8.3574695382267219 5.3127028108574441 16.437901064753536 9.1107295453548414 6.069781154394148 35.987488253507763 7.6432206332683563 13.39727903017774 19.284031407907605 20.431613229215145 23.138269625604153 14.054132580757143 11.744026862084864 8.8684079796075839 13.766914322972296 13.49614307284355 8.5925430506467801 leaf_count=54 1406552 91 78 1184 77 62 61 73 147 49 78 55 69 62 47 153 52 61 228 86 125 135 218 163 72 78 57 93 76 51 internal_value=2.98151e-05 0.00201978 -0.00701175 0.00478646 0.00264543 -0.00823264 -2.49631e-05 -0.0144797 -0.019131 0.00436038 0.00040522 -0.004832 0.00403222 0.0050324 0.00876028 0.00492133 -0.0330514 0.00947558 0.00724318 -0.00106174 0.0120637 0.0116733 0.00523758 0.0162704 0.00421827 -0.00327576 0.00661362 0.0185034 0.00197956 0.0059868 internal_weight=324464 431.105 101.094 330.011 254.991 75.7558 56.9291 50.3739 40.4 9.9739 50.7202 37.7622 22.937 51.0819 42.7244 35.4636 18.8267 30.1509 179.235 13.713 75.0206 72.7252 30.3029 42.4223 106.51 25.7982 80.7115 22.6353 58.0762 44.58 internal_count=1410387 3835 603 3232 1923 661 547 323 220 103 280 202 124 470 408 347 114 300 1262 147 1309 607 309 298 655 150 505 150 355 279 is_linear=0 shrinkage=0.03 Tree=499 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 2 3 0 2 0 0 2 2 1 2 0 2 2 2 0 2 2 2 1 2 2 1 1 1 0 split_gain=1.82099 9.80431 11.7457 11.0948 2.20874 1.97756 19.933 35.1139 37.3168 17.8528 22.5118 82.2382 50.8306 38.7329 34.5193 52.469 51.6664 36.4242 27.2908 27.22 28.2472 25.6294 37.4252 23.2268 19.2506 27.1019 19.19 18.9832 18.5633 18.4257 threshold=97.500000000000014 58108.183593750007 4805.4782714843759 94494.871093750015 2.5000000000000004 35189.248046875007 1.8174999952316286 58.500000000000007 58108.183593750007 6.5000000000000009 3.5000000000000004 64691.324218750007 58108.183593750007 1.0000000180025095e-35 55938.710937500007 4.5000000000000009 47554.107421875007 47554.107421875007 42366.021484375007 5.5000000000000009 37774.541015625007 42366.021484375007 39196.445312500007 -4.4999999999999991 84255.890625000015 99995.847656250015 -1.4999999999999998 2.5000000000000004 3.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -5 -1 7 8 -7 10 11 13 14 -8 15 16 21 18 19 -17 -21 22 -12 -20 -13 -26 -23 -24 -14 -27 right_child=1 3 -4 4 -6 6 9 -9 -10 -11 12 24 28 -15 -16 17 -18 -19 23 20 -22 26 27 -25 25 29 -28 -29 -30 -31 leaf_value=1.6682265455864695e-06 -0.0065227822636305475 -0.038262920684711779 0.020947298354453796 -0.0080927916584231027 0.0044640028483914854 0.0033931779748331637 -0.00087920544931421461 0.0086845566827784982 -0.0050704041808327669 -0.00044652641598844311 -0.020283965620868205 0.0045905786386339371 -0.00041591982138935866 -0.012180125229383257 0.016149041421659051 0.0010199417551547102 0.0042952292165050884 -0.023461279653806632 -0.011733919435811624 0.014780662315289897 -0.00076394979894096405 0.0055745087439277863 0.010070913978177824 0.014368130719567379 -0.0041808194987428583 0.0027652127977725745 -0.016793560460973158 -0.022953471128424482 0.014336226774683776 -0.0016662951324170675 leaf_weight=281823.59109232784 29.516779452562332 10.614885022863744 26.663244988769293 63.651608876883984 15.721473063807933 1540.8267790898681 451.03734804876149 663.68623126298189 673.92130356281996 24786.37873641029 62.89667996764183 1129.6045685177669 4236.19919180125 691.33955490589142 224.29972261935472 637.6035886593163 783.60466367006302 34.00704000890255 32.390560261905193 365.24343271553516 147.77844179049134 39.955330356955528 155.41327333450317 581.65848007798195 992.55436775181442 2681.2628810056485 253.71559470891953 17.421497508883476 78.18630987405777 1232.635292224586 leaf_count=1210197 168 69 145 344 226 6295 3029 2960 2820 102354 286 7406 18055 3436 1373 2991 4274 155 238 1799 730 260 783 2917 4635 25258 1106 71 316 5691 internal_value=2.89251e-05 -0.00331881 0.00651462 -0.00945788 -0.00560566 3.04339e-05 0.000221212 0.00263166 0.000817811 4.60687e-05 0.000869442 -0.000337257 0.0020017 -0.00771826 0.00478263 0.00396331 -0.000596204 0.00729167 0.00788431 0.0051589 0.010303 -0.00783635 -0.000468857 0.0129913 0.00105966 0.000246744 -0.0137503 0.0067421 -0.000148578 0.00136956 internal_weight=324463 146.168 56.18 89.988 79.3731 324317 42493.6 2878.43 2214.75 39615.2 14828.8 7178.43 7650.37 1142.38 3335.99 3111.69 1313.01 1798.68 1764.67 1150.63 513.022 529.402 235.731 614.049 6036.06 4906.45 293.671 172.835 4314.39 3913.9 internal_count=1410387 952 313 639 570 1409435 199238 12075 9115 187163 84809 49455 35354 6465 16983 15610 6780 8830 8675 5520 2529 2506 1140 3155 42990 35584 1366 854 18371 30949 is_linear=0 shrinkage=0.03 Tree=500 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 2 2 2 0 0 2 1 3 2 1 2 0 0 2 0 2 0 1 2 0 1 0 2 2 2 split_gain=4.68138 9.20708 15.5009 21.4268 66.2679 24.2545 20.5725 28.0086 19.9162 18.4393 16.815 26.1072 16.5958 16.4174 16.065 15.8117 15.2564 15.9232 22.4808 17.8118 14.5398 14.3981 33.4672 50.4244 35.0428 26.4251 30.9112 44.5947 39.1515 24.1259 threshold=49.500000000000007 3755.7348632812505 51.500000000000007 377.56446838378912 249.24568176269534 472.45382690429693 1209.7733154296877 1395.3037719726565 60.500000000000007 53.500000000000007 173.86003112792972 1.0000000180025095e-35 12.393000125885012 1248.5628051757815 -3.4999999999999996 1338.8272094726565 87.500000000000014 80.500000000000014 862.00259399414074 53.500000000000007 1006.7319946289064 64.500000000000014 1.0000000180025095e-35 2343.383422851563 54.500000000000007 1.5000000000000002 56.500000000000007 2510.8642578125005 2510.8642578125005 1637.6347656250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 10 -5 16 8 9 13 -2 14 21 -8 -12 -11 17 18 -4 20 -20 22 -9 24 29 26 28 -28 -25 -24 right_child=1 -3 6 5 -6 -7 7 12 -10 15 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31 leaf_value=-7.3515656786121911e-05 -0.0014951777358432998 0.00059207535533365753 0.00021888295840836864 0.014455744434505998 -0.019478777253103152 0.0017217450291515538 -0.023858388248996158 0.0012729517284553492 -0.0032193341836939319 -0.023211803810734653 0.0096607606531755631 0.0082953374906981001 0.0061358867435242787 0.011744247075701987 -0.0055851291455136969 -0.0042826647096185465 0.0065740794498722159 -0.0023623133370366655 0.0057338451227818849 0.0052834384927696511 -0.017240071641447977 -0.0023622863803553057 0.024485593936901209 -0.016070565277319815 0.0075977655661210296 -0.00037211485532547223 0.01727697642895815 -0.0021058412281351061 -0.0046502132577097557 -0.0016379498582869459 leaf_weight=235844.06951823318 1978.8451999723911 31699.925800087862 21802.517307214439 137.41443303227425 166.21818932890892 6616.3238507509232 16.328855246305466 6392.8262202441692 536.06679934263229 139.65238066017628 78.936232537031174 467.12566541135311 312.04448528587818 40.741372123360634 293.45469926297665 55.498346522450447 345.59812158346176 1968.7881561890244 42.226122349500656 1207.626515135169 60.053194791078568 4389.1958505362272 32.912181213498116 300.74945215880871 827.3878960609436 3299.2212533652782 112.6289951056242 2074.7150314301252 2656.8205582797527 956.32893282175064 leaf_count=1030340 8532 132640 92823 575 730 30946 69 26647 2310 589 377 1946 1407 173 1184 234 1523 8620 181 5052 257 18849 137 1204 3358 14584 451 8615 13970 3848 internal_value=-3.55278e-06 0.000181827 -4.51007e-05 0.00104537 -0.00107147 0.00198084 -0.000268338 -0.000936874 -0.0064902 -0.0134421 1.41364e-05 0.00357178 -0.00073188 0.00155767 -0.00235344 -0.0178286 0.000313862 0.000227602 0.000448219 0.00426536 -0.00775527 -0.000833722 -0.000430856 -0.00149239 0.00304176 -0.00246785 -0.00381175 -0.0011078 -0.00581153 -0.000768816 internal_weight=324852 89008.2 57308.2 9738.32 2984.58 6753.74 47569.9 22143.1 788.288 252.221 2818.36 839.517 21354.8 57.0702 372.391 195.151 25426.8 25081.2 23112.4 1309.91 102.279 21042.8 16653.6 10260.8 1816.63 8444.14 5144.91 2187.34 2957.57 989.241 internal_count=1412171 381831 249191 44290 12769 31521 204901 96445 3375 1065 12039 3507 93070 242 1561 823 108456 106933 98313 5490 438 91663 72814 46167 7343 38824 24240 9066 15174 3985 is_linear=0 shrinkage=0.03 Tree=501 num_leaves=31 num_cat=0 split_feature=0 2 2 3 1 2 2 2 2 2 0 2 0 2 0 2 0 1 2 2 2 0 0 1 0 1 0 0 2 1 split_gain=4.42258 5.26443 13.1554 11.1952 7.42907 9.40414 14.7025 6.13596 5.66481 5.85419 5.25956 11.3441 14.9238 21.2816 18.4375 18.3218 22.6441 16.2005 71.726 39.7364 30.2662 22.6479 44.7838 38.7248 27.6779 23.3974 21.1342 65.3624 44.4271 43.3647 threshold=94.500000000000014 24241.001953125004 20724.130859375004 28.166500091552738 1.0000000180025095e-35 12715.829589843752 3267.230346679688 42366.021484375007 50009.173828125007 54303.691406250007 49.500000000000007 3755.7348632812505 57.500000000000007 1248.5628051757815 87.500000000000014 1395.3037719726565 60.500000000000007 1.0000000180025095e-35 2680.677124023438 2385.3286132812505 177.03444671630862 52.500000000000007 50.500000000000007 -5.4999999999999991 56.500000000000007 -2.4999999999999996 51.500000000000007 50.500000000000007 2554.751831054688 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 6 -2 -3 -9 -10 -1 12 17 14 -14 16 -15 18 -12 20 -19 22 25 -23 -25 -20 27 -21 -29 -28 right_child=1 7 -4 -5 -6 -7 -8 8 9 -11 11 -13 13 15 -16 -17 -18 19 21 26 -22 23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-7.1310000631445139e-05 -0.019691318067363829 -0.011645652189494681 0.029862146905046707 0.0082733866146631474 -0.0086725612995261197 -0.014590435407451372 0.014316907369518047 0.008778733421620364 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327.96362575888634 827.25369974970818 3315.4688654989004 134.3675274848938 1116.5037046223879 1715.3433642685413 leaf_count=1030340 64 371 65 480 636 90 262 166 62 2378 34541 128949 71256 250 1608 42694 1828 13928 364 3236 26697 741 8430 6093 1352 5402 16700 541 4778 7869 internal_value=-3.44908e-06 -0.00204443 0.000997136 -0.000234299 -0.00394149 0.00240999 0.0076513 -0.00367949 -0.0025607 -0.00338823 2.55445e-06 0.000200416 -5.02028e-05 -0.000550797 0.000105276 -0.00160667 -0.00732484 0.000419604 0.00121098 -0.000205767 0.00105474 0.00415807 0.00241784 0.00663465 0.00790093 0.00792056 -0.00192979 0.000748291 0.00479587 -0.00295166 internal_weight=324841 952.715 333.091 319.463 222.506 94.9865 72.6028 619.624 543.319 506.365 323889 88044.2 57110.6 27649.4 17053.2 10596.1 481.396 29461.3 13004.6 16456.6 9506.23 4729.44 2777.65 1951.8 1790.97 899.863 6950.4 1919.59 1250.87 5030.81 internal_count=1412171 4574 1597 1532 1052 416 326 2977 2606 2440 1407597 377257 248308 117636 72864 44772 2078 130672 56923 73749 40625 22382 14196 8186 7445 5766 33124 8555 5319 24569 is_linear=0 shrinkage=0.03 Tree=502 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 2 2 2 2 0 2 0 2 0 2 0 1 1 2 1 1 2 2 2 2 2 2 2 0 0 split_gain=4.16417 4.95467 12.2834 10.5748 8.85136 8.09555 5.80523 5.32626 5.57157 4.94952 10.6738 14.0449 20.0271 17.3503 17.2634 21.3798 15.7511 15.4386 16.8621 16.0957 15.2529 67.6016 37.4107 28.4863 31.7538 40.8332 43.6008 37.0178 30.1302 26.2806 threshold=94.500000000000014 24241.001953125004 20724.130859375004 21.500000000000004 13578.460937500002 2602.8994140625005 42366.021484375007 50009.173828125007 54303.691406250007 49.500000000000007 3755.7348632812505 57.500000000000007 1248.5628051757815 87.500000000000014 1395.3037719726565 60.500000000000007 5.5000000000000009 -6.4999999999999991 2983.330444335938 7.5000000000000009 1.0000000180025095e-35 2680.677124023438 2385.3286132812505 184.1896667480469 238.29680633544925 417.75494384765631 455.77806091308599 317.43702697753912 54.500000000000007 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 5 -2 -3 -8 -9 -1 11 20 13 16 15 -14 -13 18 -16 -19 21 -11 23 -22 -25 27 -27 28 -26 -28 right_child=1 6 -4 -5 -6 -7 7 8 -10 10 -12 12 14 -15 17 -17 -18 19 -20 -21 22 -23 -24 24 25 26 29 -29 -30 -31 leaf_value=-6.9170564283255041e-05 -0.02143017912006449 -0.011333065403544557 0.028754567841799319 0.0039745620280275508 -0.024618615067082197 0.00073808236319564493 0.0085029662549598196 -0.023146104222805712 -0.0027882723658762916 -0.00045911794046825713 0.00064326221580409922 -0.00021819787065877007 -0.02402668027291956 0.0065744008700671843 0.00029529221825318159 -0.0047466364703091096 0.0047105020974697607 -0.0008296024642665251 -0.016665583425953895 -0.0061253237654923069 -0.0010732886038429823 0.0040390756350005344 -0.0018735052571192861 0.0062991958448553884 -0.0071729801201438174 0.03405143720937797 0.0010488781359205702 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0.000102118 -0.00155866 -0.00711194 -3.93599e-05 -0.00129459 -0.00925816 -0.00112208 0.000407186 0.00117526 -0.00019969 0.00102302 0.00230945 0.00109363 0.00199722 -0.00791341 -0.000450759 0.00169891 internal_weight=324827 952.16 332.776 319.049 118.633 96.8774 619.384 543.322 506.316 323875 88030 57098.3 27648 17053.1 10594.9 480.943 16688.3 10113.9 214.45 9899.48 29450.3 12998.8 16451.6 9506.87 5891.48 4515.46 4103.77 411.692 243.866 4065.93 internal_count=1412171 4574 1597 1532 562 457 2977 2606 2440 1407597 377257 248308 117636 72864 44772 2078 71256 42694 960 41734 130672 56923 73749 40625 24427 18673 16871 1802 1049 16713 is_linear=0 shrinkage=0.03 Tree=503 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 2 1 1 1 1 0 0 0 0 2 0 0 2 3 0 0 3 0 0 0 3 2 2 0 0 split_gain=3.99907 27.9077 35.9427 60.3946 39.4156 23.5524 20.6491 18.5467 17.8526 16.6474 17.0792 16.7115 66.7491 18.2167 24.4685 32.565 28.8567 15.6486 48.9407 25.7009 23.2538 19.813 21.6998 37.4122 19.6431 19.2436 17.8386 16.0772 19.4678 23.2199 threshold=922.17691040039074 1526.1497802734377 11.500000000000002 44.500000000000007 1443.1333007812502 1099.1130981445315 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 13.500000000000002 36.500000000000007 28.500000000000004 13.500000000000002 937.66867065429699 26.500000000000004 21.500000000000004 814.81753540039074 1.1510000228881838 52.500000000000007 6.5000000000000009 4.7190001010894784 24.500000000000004 21.500000000000004 4.5000000000000009 4.7190001010894784 844.91958618164074 862.00259399414074 63.500000000000007 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 9 5 8 -6 -7 -2 10 -4 12 13 -11 15 -15 -16 24 19 -19 -20 22 23 -22 -1 -26 -23 28 29 -24 right_child=1 -3 3 -5 6 7 -8 -9 -10 11 -12 -13 -14 14 16 -17 -18 18 20 -21 21 26 27 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.025300686494550279 -0.021437756075609 -2.8235023410936973e-05 0.0098617059717258163 -0.00074578300860409191 0.0040052358301943397 0.00064092670944231088 0.024808811390081308 -0.0046518415269925688 -0.0044241657006655038 0.0023548749836080304 -0.0079072085887854169 0.0056134394686956279 -0.0027825471817057314 0.01347244261064715 0.0084738535752909572 0.063525327544721635 0.001831086456870284 -0.015974863331449228 0.016264235522829247 0.020147626700372172 0.00051527238461095224 -0.0089362827924783454 -0.0051148695243677196 0.020540119447718896 -0.00019736614901956102 0.0015334825177314147 -0.0020017304312646097 0.0019320230968712451 0.0047718073182007386 -0.027595993966660601 leaf_weight=27.790676506236196 101.2210938334465 215823.95699387533 63.011555790901184 5046.0967654958367 119.90806865692139 1223.7566080316901 66.897108972072601 1161.315245360136 122.90674290060997 1920.1267571896315 214.11480450630188 2594.1138977706432 1484.6203508228064 159.85776446759701 1285.3876057267189 12.622355848550795 1085.6761072725058 278.17176641523838 68.531716600060463 18.9336147159338 246.90834406018257 415.64775398373604 461.67252603173256 127.24077695608139 81673.228994186968 6221.4752880074084 1696.7451585158706 885.80062705278397 163.65359465777874 45.416866019368172 leaf_count=162 470 944557 337 22018 581 5737 285 5027 540 8624 1090 10906 6183 696 5616 52 4521 1400 396 79 1038 1863 1935 551 347451 27898 7556 3721 692 189 internal_value=-3.2464e-06 6.30909e-05 0.00124607 0.00187177 -0.00185684 -0.00280991 0.0114552 -0.00193617 -0.0121079 0.0033694 -0.003867 0.00360416 0.00272789 0.00456067 0.00622583 0.0171354 0.00543223 -0.000170281 -0.00191441 -0.0136729 -0.00106474 -0.00135847 0.000838227 0.00732533 -8.28244e-05 -7.4851e-05 -0.00336622 -0.00072109 -0.00422486 -0.00712837 internal_weight=324817 232486 16661.6 13865.6 2796 2609.2 186.805 2385.07 224.128 8819.53 277.126 8542.4 5948.29 4463.67 2543.54 172.48 2371.06 92331.2 4408.72 297.105 4111.62 4043.09 1930.69 374.149 87922.5 87894.7 2112.39 1556.54 670.743 507.089 internal_count=1412171 1017240 72683 60043 12640 11774 866 10764 1010 38025 1427 36598 25692 19509 10885 748 10137 394931 19420 1479 17941 17545 8126 1589 375511 375349 9419 6537 2816 2124 is_linear=0 shrinkage=0.03 Tree=504 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 0 2 2 2 2 2 0 0 0 2 1 1 2 2 2 0 0 2 2 0 0 0 2 1 split_gain=4.05365 8.66716 8.31824 15.3288 48.8661 21.5112 26.0256 20.1049 27.0352 21.7649 24.1395 23.9541 23.4484 19.5423 59.0168 43.4385 40.9852 30.3619 29.7259 29.7208 63.5474 58.175 24.8979 19.8337 19.8308 39.7424 21.9901 23.579 18.5649 24.5885 threshold=49.500000000000007 -36.499999999999993 57.500000000000007 1.0000000180025095e-35 2680.677124023438 3383.5720214843755 56.500000000000007 2385.3286132812505 156.82556152343753 3991.455688476563 19525.543945312504 14763.748535156252 52.500000000000007 50.500000000000007 51.500000000000007 2554.751831054688 1.5000000000000002 2.5000000000000004 2554.751831054688 3325.9851074218755 3038.2934570312505 55.500000000000007 53.500000000000007 2871.6833496093755 2726.1987304687505 52.500000000000007 54.500000000000007 53.500000000000007 4505.7285156250009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 6 -6 8 -5 13 11 28 -13 -9 15 -15 18 -17 -16 20 21 24 -22 -23 25 -20 27 -27 29 -11 right_child=1 2 -4 7 5 -7 -8 9 -10 10 -12 12 -14 14 16 17 -18 -19 19 -21 22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-6.8243203351400487e-05 -0.01729803942400528 -0.00038868849185883718 -6.9524760158440229e-05 -0.0021263329748396186 0.010000263646629667 0.002318800817016028 -0.00083553031540962422 -0.006684780073896242 0.0018187920951025205 0.012477713983783681 -0.0036930260371640564 -0.0028387639793437001 0.011791218610229621 0.020544506445557786 -0.013116755164757002 0.003996273656157491 0.00092711181675434731 -0.013516065804659715 0.021149614428487278 -0.0061546234763217873 -0.021476801222622466 -0.018225179990011366 0.017701127450691915 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0.00702866 -1.71117e-05 0.00100009 -0.000871197 0.000819185 0.00194682 0.00794931 -0.00189475 -0.00137405 0.00440009 -0.00282035 0.00249933 -0.0047556 -0.00380163 -2.56721e-05 -0.00336459 0.0147942 -0.0123427 0.0028177 -0.00253675 -0.0076657 -0.0138216 0.00089545 0.00909068 internal_weight=324809 88970.3 88944.7 36839.5 16012 7754.71 1002.3 20827.5 9506 11321.5 4269.87 3416.15 509.172 7051.61 6360.22 1273.99 5086.22 1139.8 3354.11 3010.61 1155.82 943.294 212.525 384.669 558.625 294.422 242.016 165.379 2906.98 229.166 internal_count=1412171 381831 381709 161673 69785 35327 4261 91888 40625 51263 17645 14173 2065 33618 30255 5426 24829 4885 16888 15512 4636 3781 855 1541 2240 1181 969 662 12108 987 is_linear=0 shrinkage=0.03 Tree=505 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 1 2 2 0 1 0 2 1 1 0 2 0 0 1 2 1 2 2 0 0 2 2 2 split_gain=4.58739 19.7591 37.8351 53.5994 21.0221 21.02 52.9135 20.3771 17.4786 15.7314 14.8398 20.7388 21.9465 18.0864 13.8389 13.5712 14.4023 33.6978 25.3038 24.0477 18.8572 19.7698 17.3131 14.8228 14.8146 19.8771 13.5195 52.3221 13.3249 13.2229 threshold=1526.1497802734377 922.17691040039074 10.500000000000002 44.500000000000007 1443.1333007812502 37.500000000000007 28.500000000000004 22.500000000000004 1164.8808593750002 1099.1130981445315 13.500000000000002 -5.4999999999999991 22.500000000000004 1395.3037719726565 -3.4999999999999996 -2.4999999999999996 41.500000000000007 2817.958129882813 72.500000000000014 50.500000000000007 -8.4999999999999982 94494.871093750015 -7.4999999999999991 99995.847656250015 2343.383422851563 43.500000000000007 25.500000000000004 1126.780944824219 1395.3037719726565 1338.8272094726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 9 6 10 14 -8 -3 13 -12 -13 29 28 16 20 19 -19 22 23 -22 -18 -2 25 -24 -14 -28 -7 -4 right_child=15 2 3 -5 -6 7 8 -9 -10 -11 11 12 26 -15 -16 -17 17 18 -20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-7.2377003649366332e-06 -0.0012492820472292119 -0.015217160006916709 0.0017948162369862608 -0.00089966393118079012 0.0094059916926464687 0.00079488193945864119 -0.0054160178149436893 -0.022208632428238676 0.00070856567586896624 -0.003059337927508191 -0.0070024270449488462 0.0079701962829271805 -0.0013609710095618375 0.010737091310816868 0.0060657319962683139 -0.00015416072725501508 0.010707653397314731 -0.0026851799832269233 0.0029714759505173943 -0.00095318125576126047 0.0022308823015622222 -0.0023023808542853266 -0.017240486298043936 0.0057396128738498907 0.0074665699906195327 0.0017895411840388139 0.027269045904085541 0.0016088937535714536 -0.024460425376823327 -0.0096407924799046148 leaf_weight=92184.945834316313 3328.5808460327098 101.80381415039301 2679.0798235312104 5029.2627690136433 116.19151713699102 81.905244052410126 899.41503794491291 23.979192465543747 785.72839929163456 1620.177138555795 121.44296975433826 1528.5709191411734 481.80427588522434 200.48232850432396 2327.7737485766411 193886.55569002009 370.57676741480827 4375.0215303972363 849.9949081838131 1001.118276283145 9737.9047567173839 950.30435170512646 54.68258985877037 297.53587923920713 404.92216520011425 511.22527292370796 84.329300686717033 470.71903048455715 24.403933525085449 94.202028065919876 leaf_count=394317 17994 460 12100 21942 544 397 3761 119 3292 7326 627 6667 2012 909 9746 838275 2218 19413 3905 4531 45259 5455 254 2779 1888 2337 354 1953 121 426 internal_value=5.87076e-06 0.000164645 0.00111508 0.00161819 -0.00294474 0.00290983 0.00210627 0.00531121 -0.00256032 -0.00377811 0.00349549 0.00511146 0.00568491 0.00203542 0.00558232 -7.42317e-05 0.000633987 -0.000424542 -0.00176497 0.00256528 0.0011936 0.00182782 0.00519119 -0.000675818 0.00308549 -4.92938e-05 0.00231585 0.00550748 -0.00500263 0.00140637 internal_weight=324625 108856 16671.3 14833.1 1838.17 9803.84 7345.77 2458.06 1685.14 1721.98 5660.63 2686.87 2565.42 2973.76 2434.08 215768 21881.9 7567.54 5225.02 2342.53 14314.3 10688.2 1341.41 3626.12 970.83 565.908 1036.85 555.048 106.309 2773.28 internal_count=1411381 467073 72756 64426 8330 42484 32101 10383 7053 7786 25048 11613 10986 13435 10264 944308 106033 34546 23318 11228 71487 50714 6697 20773 4479 2591 4319 2307 518 12526 is_linear=0 shrinkage=0.03 Tree=506 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 1 2 1 0 1 0 2 0 0 2 2 3 2 1 1 1 0 2 0 0 1 2 1 split_gain=4.31638 18.5971 35.6057 50.4513 19.7962 19.795 49.8019 19.4052 16.4516 14.8568 15.467 20.0506 21.2553 19.5879 43.133 28.1333 17.0514 16.4017 29.9679 14.8379 12.9084 12.9072 12.7733 13.5554 31.7233 23.8005 22.7032 17.7564 18.6124 16.4837 threshold=1526.1497802734377 922.17691040039074 10.500000000000002 44.500000000000007 1443.1333007812502 37.500000000000007 28.500000000000004 29.500000000000004 1164.8808593750002 13.500000000000002 13.500000000000002 -5.4999999999999991 21.500000000000004 1061.0313110351565 26.500000000000004 22.500000000000004 1395.3037719726565 971.01849365234386 2.9229999780654912 1099.1130981445315 -3.4999999999999996 3.5000000000000004 -2.4999999999999996 41.500000000000007 2817.958129882813 72.500000000000014 50.500000000000007 -8.4999999999999982 94494.871093750015 -7.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 19 6 9 20 -8 10 16 -12 -13 14 15 -14 -4 -17 -19 -3 -7 -15 23 27 26 -26 29 -2 -29 -25 right_child=22 2 3 -5 -6 7 8 -9 -10 -11 11 12 13 21 -16 17 -18 18 -20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-7.0205786317564888e-06 -0.00065535732008232487 -0.014782794828167098 0.0013644032032321114 -0.0008727704482916779 0.0091393349204261023 -0.0048411815493446878 -0.0052549856805245276 -0.027706555872572168 0.00068730661158437477 -0.029389212550129065 -0.0067698518292619988 0.0081378105740240545 0.032799247576743643 -1.3719809044454032e-05 0.045077144334054353 -0.013015213891310615 0.010430438895872102 0.049040421791507166 0.0014048360646532856 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4479 internal_value=5.69935e-06 0.000159715 0.00108191 0.00157007 -0.00285658 0.00282349 0.00204366 0.0051545 -0.00248388 0.00339171 0.00346378 0.00511955 0.00568727 0.00262791 0.0106715 0.00553639 0.00197486 0.000678592 0.00732162 -0.00366462 0.00537083 0.000696637 -7.20018e-05 0.000615194 -0.000411754 -0.00171127 0.00249182 0.00115825 0.00177407 0.00504851 internal_weight=324615 108852 16667.4 14829.4 1838.05 9800.65 7343.82 2456.83 1684.9 5658.92 5646.5 2673.46 2551.62 1134.84 219.72 191.185 2973.04 162.271 109.265 1722.06 2440.76 915.121 215763 21875.5 7566.68 5227.2 2339.47 14308.9 10681.8 1338.05 internal_count=1411381 467073 72756 64426 8330 42484 32101 10383 7053 25048 24978 11543 10916 4719 921 803 13435 683 460 7786 10305 3798 944308 106033 34546 23318 11228 71487 50714 6697 is_linear=0 shrinkage=0.03 Tree=507 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 1 2 1 0 1 0 2 0 0 2 2 3 2 2 1 0 2 3 2 2 3 3 3 split_gain=4.06136 17.503 33.5076 47.4874 18.6418 18.64 46.8731 18.4422 15.485 14.1634 14.5606 18.865 20.0484 18.4495 40.6854 26.4961 16.0757 15.4342 28.4028 13.9958 12.4379 25.8897 14.7316 12.3592 35.5369 24.9995 23.305 21.9632 23.0713 18.3176 threshold=1526.1497802734377 922.17691040039074 10.500000000000002 44.500000000000007 1443.1333007812502 37.500000000000007 28.500000000000004 22.500000000000004 1164.8808593750002 13.500000000000002 13.500000000000002 -5.4999999999999991 21.500000000000004 1061.0313110351565 26.500000000000004 22.500000000000004 1395.3037719726565 971.01849365234386 2.9229999780654912 1099.1130981445315 1338.8272094726565 -1.4999999999999998 12.500000000000002 814.81753540039074 1.1510000228881838 844.91958618164074 789.36499023437511 14.476500034332277 9.5555000305175799 4.4095001220703134 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 23 4 5 19 6 9 -7 -8 10 16 -12 -13 14 15 -14 20 -17 -19 -3 -4 -22 -23 26 25 -25 -1 28 29 -26 right_child=-2 2 3 -5 -6 7 8 -9 -10 -11 11 12 13 -15 -16 17 -18 18 -20 -21 21 22 -24 24 27 -27 -28 -29 -30 -31 leaf_value=1.5836789389799027e-05 -6.9839897647762131e-05 -0.014361322998631278 0.0017005988540460377 -0.00084667831987462951 0.0088800618498231631 0.0052583098398719681 -0.0050987649005607262 -0.021396032722664597 0.00066668461706667127 -0.028972403976951989 -0.0065458428463081525 0.0079011227316232151 0.031843236981447393 0.00067550986923398787 0.043808123792027857 -0.012620272699619482 0.010132509170452502 0.04785957526137849 0.0013626759795643891 -0.0028777422005378797 -0.042778864148124714 0.0076264569228153434 -0.019867442405512092 0.003234434649338334 0.0012698152647027065 -0.01689751884070171 0.0043815199168363017 0.01559642520991416 -0.040149894018724437 -0.0027888696789477438 leaf_weight=86634.105471760035 215757.37099916767 101.5001173093915 2678.222051538527 5028.1832985281944 115.80538111180067 2432.0737815648317 898.92272232472897 23.589090973138809 785.73386417329311 12.219460889697073 122.22378396987915 1415.4678783416748 28.88893823325634 915.3395070284605 28.481480285525322 53.024323359131813 199.89813037216663 13.490612939000128 95.69426754117012 1620.6146038845181 17.10533145070076 50.178831040859222 26.965057775378227 74.812910586595535 1788.7279270738363 215.19949901849031 1114.650471508503 71.885849475860596 13.593363747000692 2271.8982851356268 leaf_count=369961 944308 460 12100 21942 544 10264 3761 119 3292 70 627 6197 120 3798 118 223 909 57 403 7326 86 223 117 342 7515 1110 4810 414 60 10105 internal_value=5.53161e-06 0.000154932 0.0010497 0.00152336 -0.00277108 0.00273969 0.00198291 0.00500227 -0.00240972 0.00329099 0.00336083 0.00496764 0.0055194 0.00254893 0.0103585 0.00537311 0.00191607 0.000658864 0.00710772 -0.00355458 0.00132365 -0.00938773 -0.00198383 -6.80996e-06 -0.00155173 -0.0117042 7.1293e-05 -0.000841581 -0.00113161 -0.001001 internal_weight=324606 108848 16663.6 14825.7 1837.92 9797.52 7341.86 2455.66 1684.66 5657.2 5644.98 2672.61 2550.39 1134.92 219.58 191.098 2972.37 162.209 109.185 1722.11 2772.47 94.2492 77.1439 92184.9 4436.12 290.012 87748.8 4146.11 4074.22 4060.63 internal_count=1411381 467073 72756 64426 8330 42484 32101 10383 7053 25048 24978 11543 10916 4719 921 803 13435 683 460 7786 12526 426 340 394317 19546 1452 374771 18094 17680 17620 is_linear=0 shrinkage=0.03 Tree=508 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 0 1 2 2 0 0 2 0 0 2 3 2 0 2 0 1 0 2 0 2 1 0 0 1 split_gain=3.82155 16.4745 31.5341 44.701 18.009 18.8704 45.4277 18.132 17.5546 16.3018 15.8764 18.0584 18.0682 30.2217 25.6857 15.9991 25.3357 14.3669 14.2733 13.202 12.1552 12.0696 13.3708 15.8172 20.7388 41.2814 23.0377 20.6172 19.5155 21.8346 threshold=1526.1497802734377 922.17691040039074 10.500000000000002 44.500000000000007 -3.4999999999999996 37.500000000000007 28.500000000000004 29.500000000000004 1443.1333007812502 1099.1130981445315 13.500000000000002 21.500000000000004 1061.0313110351565 26.500000000000004 22.500000000000004 971.01849365234386 2.9229999780654912 1395.3037719726565 31.500000000000004 1099.1130981445315 29.500000000000004 -3.4999999999999996 52.500000000000007 4706.8647460937509 37.500000000000007 6559.7421875000009 -8.4999999999999982 45.500000000000007 11.500000000000002 -31.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 -4 6 10 -7 19 20 17 -12 13 14 -13 -16 -17 -6 -11 -3 -8 22 23 -2 26 27 28 -26 -25 -30 right_child=21 2 3 -5 5 7 9 -9 -10 18 11 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-6.608508828853139e-06 0.0024573526366516085 -0.013952270102149953 -0.0026071791022653488 -0.00082136379477838382 0.0014064735792391663 0.0055125489180704755 0.013646127553452786 -0.026795423056484437 0.0086279618002480657 -0.0051563049814842971 0.0075777261154997668 0.032525508862371343 0.00053901716243118496 0.038492544439707198 -0.012827959222566548 0.04691062872651796 0.0021806127143393873 0.0099039350574249441 0.0027779375224752552 -0.0027910565735729605 -0.0067642334746079369 -0.000130035771555101 -0.0013271120185244572 0.0029647151365111463 -0.020188907276752592 -0.00060049272291582041 0.0023300067837571372 -0.0014494257085363722 0.0090716956155055227 -0.0037518800317003702 leaf_weight=92183.540110558271 4933.5562874826137 101.34401132911444 551.62139788269997 5027.6654564514756 2637.617165774107 2331.8174747526646 27.413419157266617 15.7394602894783 115.616331204772 298.68222987651825 1367.7886590361595 27.412787616252899 889.6247725635767 29.424198940396309 50.605796352028847 12.997589156031607 92.526473134756088 192.11488629877567 644.12076906859875 1620.8165418431163 624.38929384946823 200319.52680646873 2380.8082031086087 711.32388235768303 167.30949929356575 1063.298227660358 4233.5879301866516 77.22977851331234 128.2951295748353 1743.2277705073357 leaf_count=394317 25104 460 2742 21942 11823 9787 114 78 544 1244 5970 113 3684 124 212 55 389 869 2675 7326 2605 867234 11022 6215 675 4474 20540 321 909 7814 internal_value=5.36651e-06 0.000150294 0.0010185 0.00147811 0.00265853 0.00297281 0.00218182 0.00529594 -0.00268816 -0.00225774 0.00351752 0.00527481 0.002418 0.0102671 0.00574218 0.00103965 0.00769009 0.00198338 0.000264351 -0.00344786 -0.00590582 -6.77445e-05 0.000740498 0.00111748 0.00030383 -0.00315654 0.000967754 -0.0142707 -0.00126514 -0.00287281 internal_weight=324601 108843 16659.3 14821.6 9793.9 9242.27 6894.72 2347.56 1837.78 1594.61 5300.11 2470.38 1102.59 212.967 183.543 156.13 105.524 2829.73 942.803 1722.16 651.803 215758 15438.6 13057.8 8124.27 1307.84 6816.43 244.539 2582.85 1871.52 internal_count=1411381 467073 72756 64426 42484 39742 29877 9865 8330 6638 23239 10547 4577 893 769 656 444 12692 3919 7786 2719 944308 77074 66052 40948 5470 35478 996 14938 8723 is_linear=0 shrinkage=0.03 Tree=509 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 0 1 2 2 0 0 2 0 0 2 3 2 0 2 2 3 2 2 3 3 3 0 0 1 split_gain=3.59581 15.5051 29.6758 42.0742 16.9513 17.7732 42.7586 17.2717 16.5307 15.3484 14.9537 17.0211 17.019 28.4816 24.199 15.0604 24.0572 13.5428 13.4328 12.4536 11.6331 33.6242 23.7408 21.9283 20.7716 21.7568 17.2333 33.8643 15.7271 14.2413 threshold=1526.1497802734377 922.17691040039074 10.500000000000002 44.500000000000007 -3.4999999999999996 37.500000000000007 28.500000000000004 22.500000000000004 1443.1333007812502 1099.1130981445315 13.500000000000002 21.500000000000004 1061.0313110351565 26.500000000000004 22.500000000000004 971.01849365234386 2.9229999780654912 1395.3037719726565 31.500000000000004 1099.1130981445315 814.81753540039074 1.1510000228881838 844.91958618164074 789.36499023437511 14.476500034332277 9.5555000305175799 4.4095001220703134 24.500000000000004 21.500000000000004 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 8 4 -4 6 10 -7 19 -8 17 -12 13 14 -13 -16 -17 -6 -11 -3 23 22 -22 -1 25 26 27 28 -23 -28 right_child=-2 2 3 -5 5 7 9 -9 -10 18 11 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2469.15 1102.44 212.804 183.418 156.037 105.434 2829.17 942.714 1722.19 92183.5 4434.73 288.738 87748.8 4146 4074.52 4060.95 1788.83 275.177 2272.12 internal_count=1411381 467073 72756 64426 42484 39742 29877 9865 8330 6638 23239 10547 4577 893 769 656 444 12692 3919 7786 394317 19546 1452 374771 18094 17680 17620 7515 1171 10105 is_linear=0 shrinkage=0.03 Tree=510 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 0 0 1 3 2 2 3 0 3 2 2 0 2 0 2 2 0 1 3 0 0 2 1 0 1 split_gain=2.60849 23.4924 31.5927 19.7486 30.3131 16.8019 28.8272 11.4959 9.91314 32.2394 18.6408 34.521 91.6262 24.1853 80.2003 19.729 16.022 22.4561 38.8609 25.3698 16.2191 65.305 14.9963 10.7567 16.6903 11.4191 18.4674 10.5721 10.2809 9.90985 threshold=224.80538177490237 219.02408599853518 1.9854999780654909 55.500000000000007 54.500000000000007 39.500000000000007 40.500000000000007 2.5000000000000004 1.247500002384186 199.21649169921878 191.53874969482425 1.3535000085830691 43.500000000000007 1.2994999885559084 184.1896667480469 194.10739898681643 41.500000000000007 202.10085296630862 40.500000000000007 207.08887481689456 199.21649169921878 57.500000000000007 1.0000000180025095e-35 5.4584999084472665 13.500000000000002 25.500000000000004 67.829120635986342 4.5000000000000009 29.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 5 -3 -7 -8 9 -1 13 12 15 14 -10 -12 17 27 -19 -20 -18 -22 -11 25 -25 26 -15 -13 -27 -17 right_child=-2 2 -4 -5 -6 6 7 -9 10 22 11 16 -14 23 -16 29 20 18 19 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-6.8645162331438067e-06 5.2949230373586239e-05 -0.0006842918895974175 0.011112010758268181 -0.013872560174418989 0.020438377550136846 -0.021303066270337144 -0.0061517038229497488 0.013795627527595106 -0.0014967439080510753 0.0015070748590697393 -0.041744121196511545 0.0027294617112502964 0.012212017382721258 -0.028900437048485897 -0.033936924902329052 -0.0095396939761152443 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4073 9030 131 541 558 5238 3302 353 265 2695 2066 298 23375 238 internal_value=2.61882e-05 -0.000244006 -0.00452962 -0.00617083 -0.00386864 -0.005323 -0.00979985 -0.00371316 -7.53925e-05 0.000500099 -0.000626087 -0.001929 -0.0133512 0.000268983 -0.00271059 -0.027448 -0.00146469 -0.000150575 -0.0018533 -0.0165642 -0.00341393 -0.00556486 0.00465775 0.00112566 -0.00890373 0.0012714 0.00572808 0.00337939 0.000918168 -0.0190274 internal_weight=324677 29259.3 1107.6 1002.42 771.736 728.168 370.549 242.326 28151.7 13765.9 14385.8 5858.2 228.836 8527.55 1904.29 147.498 5629.37 3362.49 2268.33 150.865 2266.88 1319.12 1496.12 6623.26 94.8654 6528.4 479.429 1094.16 6048.97 92.8237 internal_count=1411730 126003 4707 4254 3262 3082 1576 1023 121296 58977 62319 25289 1037 37030 8199 695 24252 14383 9702 672 9869 5796 6289 28831 618 28213 2143 4681 26070 430 is_linear=0 shrinkage=0.03 Tree=511 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 0 0 1 3 2 2 3 0 3 2 2 0 2 0 2 2 0 1 3 0 0 2 1 1 0 split_gain=2.45568 22.1172 29.7326 18.6384 28.5477 15.8209 27.2677 10.784 9.3304 30.3178 17.5493 32.6826 86.9159 22.765 76.2691 18.9347 15.0887 21.1236 36.6992 23.9953 15.2874 61.8651 14.0755 10.1466 15.8273 10.7522 17.4944 9.90273 9.81477 9.67403 threshold=224.80538177490237 219.02408599853518 1.9854999780654909 55.500000000000007 54.500000000000007 39.500000000000007 40.500000000000007 2.5000000000000004 1.247500002384186 199.21649169921878 191.53874969482425 1.3535000085830691 43.500000000000007 1.2994999885559084 184.1896667480469 194.10739898681643 41.500000000000007 202.10085296630862 40.500000000000007 207.08887481689456 199.21649169921878 57.500000000000007 1.0000000180025095e-35 5.4584999084472665 13.500000000000002 25.500000000000004 67.829120635986342 12.500000000000002 4.5000000000000009 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 3 4 5 -3 -7 -8 9 -1 13 12 15 14 -10 -12 17 28 -19 -20 -18 -22 -11 25 -25 26 -15 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370.392 242.507 28148.8 13766.6 14382.2 5855.85 227.804 8526.34 1903.4 146.37 5628.04 3362.5 2267.74 150.406 2265.55 1317.83 1496.8 6622.94 94.577 6528.36 479.175 1198.41 1094.76 6049.19 internal_count=1411730 126003 4707 4254 3262 3082 1576 1023 121296 58977 62319 25289 1037 37030 8199 695 24252 14383 9702 672 9869 5796 6289 28831 618 28213 2143 5238 4681 26070 is_linear=0 shrinkage=0.03 Tree=512 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 0 0 3 2 2 3 0 3 2 2 0 2 0 2 2 0 1 1 1 1 3 0 0 2 1 split_gain=2.31184 20.8234 27.9834 17.6712 18.06 11.5967 21.1734 8.78197 28.5192 16.5219 30.9084 82.3427 21.4282 72.5499 18.2748 14.2123 19.8705 34.6612 22.698 14.4142 58.6126 11.795 12.2015 10.9958 9.81627 9.57082 15.0077 10.1244 16.5731 9.51389 threshold=224.80538177490237 219.02408599853518 1.9854999780654909 58.500000000000007 1.0000000180025095e-35 39.500000000000007 41.500000000000007 1.247500002384186 191.53874969482425 191.53874969482425 1.3535000085830691 43.500000000000007 1.2994999885559084 184.1896667480469 194.10739898681643 41.500000000000007 202.10085296630862 40.500000000000007 207.08887481689456 199.21649169921878 57.500000000000007 1.0000000180025095e-35 7.5000000000000009 -7.4999999999999991 1.0000000180025095e-35 5.4584999084472665 13.500000000000002 25.500000000000004 67.829120635986342 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 5 -3 -7 8 -1 12 11 14 13 -9 -11 16 -12 -18 -19 -17 -21 23 -23 -10 -16 27 -27 28 -14 -22 right_child=-2 2 -4 -5 -6 6 -8 9 21 10 15 -13 25 -15 24 19 17 18 -20 20 29 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00012262349012500941 4.9820077795108775e-05 -0.0032282844809237887 0.010447363888548219 -0.016254367083220495 0.00057219371001035761 -0.024397316371057864 -0.0062935300981453767 -0.0014086517490380563 0.011154704604275686 -0.040137091914018701 0.0031760501537335633 0.011463987210878702 -0.027744603446194949 -0.032540909583743526 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354 708 7864 500 265 4681 342 77 335 192 4073 9030 131 541 558 5062 4461 383 3836 238 353 265 26070 2066 176 internal_value=2.46294e-05 -0.000229771 -0.0042668 -0.00581378 -0.00429227 -0.00811611 -0.0124806 -7.10722e-05 0.000470486 -0.000589606 -0.00181688 -0.0126714 0.000253047 -0.00255313 -0.0262011 -0.00137905 -0.00014184 -0.00174483 -0.0156838 -0.00321656 -0.00524765 0.00361389 0.00570171 0.00128724 -0.0180856 0.00105919 -0.00843026 0.00119625 0.00539511 -0.0032536 internal_weight=324669 29252.2 1106.43 1001.17 873.829 489.245 258.459 28145.7 13767.2 14378.5 5853.4 226.947 8525.12 1902.5 145.425 5626.46 3362.47 2267.14 149.936 2263.99 1316.31 2185.32 1151.77 1033.55 91.9046 6622.61 94.2936 6528.32 478.919 1197.5 internal_count=1411730 126003 4707 4254 3690 1997 1062 121296 58977 62319 25289 1037 37030 8199 695 24252 14383 9702 672 9869 5796 9180 4844 4336 430 28831 618 28213 2143 5238 is_linear=0 shrinkage=0.03 Tree=513 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 0 3 2 3 1 2 3 1 2 0 0 1 3 2 3 0 2 3 3 1 0 0 2 0 2 split_gain=2.21436 12.673 12.9754 12.1231 11.2648 10.9741 10.3005 8.75614 8.37154 16.0409 18.5769 15.1985 40.7689 20.8111 31.5942 22.238 18.6811 25.2763 28.7888 19.1402 16.3796 14.3912 61.8601 45.8195 34.9405 26.906 25.9451 28.9528 33.7241 14.2183 threshold=558.56738281250011 589.46820068359386 1.1054999828338625 88.500000000000014 -1.4999999999999998 90.500000000000014 1.247500002384186 575.09899902343761 4.4095001220703134 4.5000000000000009 263.64595031738287 3.2575000524520878 1.0000000180025095e-35 440.65109252929693 73.500000000000014 74.500000000000014 1.0000000180025095e-35 1.1510000228881838 488.16123962402349 2.6375000476837163 52.500000000000007 317.43702697753912 1.469500005245209 2.3904999494552617 -1.4999999999999998 26.500000000000004 55.500000000000007 409.80384826660162 49.500000000000007 173.86003112792972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 -2 8 6 -5 7 -4 11 -10 -11 13 -13 15 16 21 17 18 -15 -19 -20 25 26 24 -24 29 27 -23 -29 -1 right_child=1 -3 4 5 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 19 20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00064883934864684936 0.021133523618805022 4.5526327245815485e-05 -0.026092320332037417 0.025271190989097699 0.0030396516237097063 -0.0042323856185987512 -0.00076666072085351507 0.00080956738309134301 0.0014049021254825031 -0.0068652263707044605 0.038526779534694695 0.00068585384115027643 -0.0038954129718747066 0.0052720216110891385 -0.0061561287521627716 0.0067624539606249119 0.0044247079575901885 0.0045633794934093162 -0.0071008148337079833 -0.0012718949688997536 -0.023842574987989827 -0.011324575094734578 -0.0033076239781157173 -0.0020354904729086892 0.0029390696590411085 -8.245921944684861e-05 0.0051417554932954241 -0.0055147375598259387 0.025458574109928227 0.0099028013702059589 leaf_weight=249.14160986244678 32.44420762360096 250248.81661855616 28.481849879026413 31.762244701385498 1822.303956001997 17.652689009904861 368.24476011097431 17.628787964582443 2022.8121170476079 12.804039962589739 22.154607608914375 3640.6566839963198 3363.281978957355 155.33465693891048 417.43688128888607 409.28226383030415 2276.8751651346684 1218.2543334960938 272.23039077222347 865.1880162358284 65.189368411898613 894.99898457527161 1005.3308200985193 7092.2432801574469 4062.0868624597788 43381.764415040612 127.5898002833128 126.72382833063602 42.16475410759449 373.36087285727262 leaf_count=1071 138 1093911 116 156 7714 82 1603 72 9559 69 99 15053 14834 641 1776 1746 9944 4988 1101 3573 263 3913 4192 29837 17136 185278 536 539 175 1615 internal_value=2.38855e-05 6.57638e-05 0.00229766 -0.000122692 0.00202443 0.0147315 -0.00244043 -0.0158073 -0.000132873 0.00175311 0.0219014 -0.000188284 -0.00151406 -4.09741e-05 0.00176363 -0.000205628 0.00244485 0.000695023 -0.0054153 0.00214017 -0.0103353 -0.000255352 -0.00111807 -0.000478853 0.00169978 6.40267e-06 -0.00764164 -0.00917473 0.00221807 0.00619913 internal_weight=324664 252518 2269.1 72146.3 2236.66 49.4149 414.355 46.1106 72096.9 2057.77 34.9586 70039.1 7003.94 63035.2 5270.51 57764.7 4853.07 2576.2 492.754 2083.44 337.42 57355.4 13351.1 12159.7 5067.42 44004.3 1191.48 1063.89 168.889 622.502 internal_count=1411730 1103554 9643 308176 9505 238 1791 188 307938 9727 168 298211 29887 268324 22286 246038 20510 10566 2005 8561 1364 244292 56328 51165 21328 187964 5163 4627 714 2686 is_linear=0 shrinkage=0.03 Tree=514 num_leaves=31 num_cat=0 split_feature=1 0 3 1 0 1 1 2 2 2 1 3 2 0 2 2 2 0 3 0 1 2 0 0 0 2 2 2 0 2 split_gain=2.19774 12.0193 4.62543 6.86069 6.1902 6.86891 7.25087 4.58251 13.7733 5.06912 3.83501 8.45842 8.89406 11.1783 7.18557 6.16696 9.598 18.2285 6.70148 6.49691 7.06477 6.21268 5.89126 5.49254 5.32644 4.79194 4.29009 7.46388 3.90832 8.72496 threshold=17.500000000000004 21.500000000000004 21.500000000000004 93.500000000000014 92.500000000000014 24.500000000000004 39.500000000000007 28492.581054687504 9188.5839843750018 40758.552734375007 14.500000000000002 2.0774999856948857 4605.4538574218759 44.500000000000007 3383.5720214843755 12127.694824218752 4905.5217285156259 20.500000000000004 2.5095000267028813 68.500000000000014 16.500000000000004 1395.3037719726565 77.500000000000014 20.500000000000004 43.500000000000007 8226.4770507812518 7700.5261230468759 19525.543945312504 54.500000000000007 1826.4194335937502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 7 4 -4 -3 -6 -7 8 -2 -9 -1 12 14 25 28 16 17 21 -18 20 -17 -13 -21 -20 -16 -14 -15 -28 29 -12 right_child=1 2 3 -5 5 6 -8 9 -10 -11 11 15 13 26 24 19 18 -19 23 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=2.0979908690978911e-05 0.015384842476801013 0.00056925461934514878 0.020320879255964427 -0.01928623965923135 0.0065036788519304807 -0.027965778302823319 -0.0041568922832388236 0.0254454009557573 -0.019997583909773412 0.0066993243071681013 -0.0064685011761269912 -0.0092723448221197751 -0.026569774621073943 -0.0180141744402764 0.01276730979869203 -0.01259477687279119 0.022926719786806771 0.003567572571745962 0.014879106053606039 0.018991049007536315 0.0045965938277403888 -0.038499785072671787 -0.0034210803865876074 0.0013542216393171087 -0.0010526323329617694 -0.012207567168228226 0.012879823861718294 -0.010620847671266202 -0.01047294418199613 0.0083763245963637632 leaf_weight=320524.13254908891 31.278978556394577 3010.5621207356453 21.379208249971274 4.8242607549764207 18.854179125279188 21.086319401860237 25.354281518608332 29.385542035102844 14.487754359841345 23.257380157709122 121.79510395228863 12.676941871643068 28.938482187688351 9.9502687901258451 44.087332919239998 75.651991337537766 26.289502531290054 106.39623464643955 41.991677969694138 18.355577453970909 30.063323110342026 13.532818645238875 24.840535536408424 75.815100118517876 58.278383046388626 75.342762485146523 30.567288547754288 20.201705411076546 71.419980444014072 50.369862645864487 leaf_count=1392081 148 13844 120 184 88 104 151 128 59 95 840 72 169 59 183 319 108 566 172 74 128 73 106 310 329 397 133 83 400 207 internal_value=2.31669e-05 0.000805428 0.000477976 0.0130289 0.000371054 -0.00876745 -0.0149673 0.0111273 0.00418431 0.0171635 1.53787e-05 -0.00190153 -0.00450358 -0.0102348 -0.00177009 0.00122224 0.00387139 -0.001953 0.00923134 -0.00370033 -0.00770589 -0.0243633 0.00610264 0.0061751 0.0048994 -0.0161931 -1.70986e-06 0.00352857 -0.00457292 -0.00212539 internal_weight=324661 3200.47 3102.06 26.2035 3075.86 65.2948 46.4406 98.4097 45.7667 52.6429 321461 936.565 510.951 165.001 345.951 425.614 276.702 132.606 144.096 148.911 105.715 26.2098 43.1961 117.807 102.366 104.281 60.7193 50.769 243.585 172.165 internal_count=1411730 14921 14491 304 14187 343 255 430 207 223 1396809 4728 2800 841 1959 1928 1301 711 590 627 447 145 180 482 512 566 275 216 1447 1047 is_linear=0 shrinkage=0.03 Tree=515 num_leaves=31 num_cat=0 split_feature=0 0 3 2 2 2 3 3 2 0 1 1 1 0 0 2 2 2 1 0 3 2 0 1 2 1 2 2 3 1 split_gain=4.45263 3.41844 3.00581 41.6556 69.9475 66.2022 57.6823 47.7802 51.2404 47.0256 33.4003 33.2854 32.4134 26.3346 31.136 65.2377 24.6979 37.207 31.9161 23.4914 23.4755 30.1599 22.9837 29.1311 21.3106 20.449 19.9569 61.2348 31.4007 24.4291 threshold=98.500000000000014 99.500000000000014 2.279500007629395 5454.4433593750009 11087.062988281252 3673.103149414063 1.469500005245209 1.532000005245209 7882.7980957031259 50.500000000000007 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 45.500000000000007 41.500000000000007 14763.748535156252 54303.691406250007 15423.644531250002 -1.4999999999999998 44.500000000000007 1.1510000228881838 6559.7421875000009 47.500000000000007 -4.4999999999999991 6113.6403808593759 3.5000000000000004 4905.5217285156259 1338.8272094726565 12.393000125885012 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 7 -1 9 8 20 11 -9 22 19 14 15 -6 17 18 -16 -13 21 -5 23 -7 -22 -8 27 -4 29 -29 right_child=1 -3 26 4 13 6 25 10 -10 -11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=9.235977324775199e-05 -0.0069709713791240545 -0.033922697038603913 0.00018900176419706937 -0.0056102120950076552 0.0040631700603037729 -0.02977394966474076 0.0030134571672553474 -0.004371219432656186 0.00084705299466183753 0.0035684622583179817 -0.012044391606097143 0.013813009959075036 -0.01055306274824752 0.0012441918337675888 -0.0208068664011728 -0.0015394092090848617 -0.016426065830965932 0.00015128137860083337 -0.0053902583048497368 0.00044143263365879 -0.0017277951597227793 0.0033185796943692772 -0.0012429650894256407 -0.0086671703492599804 -0.0079294784265565212 0.0073781897580377587 0.00017638895933180289 -0.0019984297121675978 0.00051166321919537527 -0.010403688015478649 leaf_weight=110626.24689939991 22.603638593107465 5.2120561003684989 45107.235513886437 654.061902359128 2516.526802778244 64.487708106637001 8695.1440210342407 2737.3298591822386 3972.9571864828467 1182.6461410671473 627.61684590578079 151.5158270150423 192.19238721579313 9989.691666200757 143.58971840143204 7286.8071474358439 135.14707344770432 1249.7051651850343 763.41617596149445 538.50444139540195 735.03909543901682 710.14930644631386 357.39153072237968 673.32074376940727 1550.7808532938361 1086.7967615425587 96256.804830547655 21308.286883193185 5024.1207045130432 315.81836488842964 leaf_count=475494 312 51 194957 3015 10266 265 35822 11171 16497 4974 2737 642 1240 41732 581 29614 583 5083 3134 2805 3142 3093 1485 2724 6813 4397 428821 94460 24423 1576 internal_value=-1.87979e-05 -0.0120211 -1.77695e-05 7.67692e-05 -0.000868864 0.000329866 0.00236004 -0.00282483 -0.00151047 -0.00116373 -0.00580239 -0.00399395 0.000342757 0.000104291 -0.000837179 -0.000101221 -0.00398521 -0.00320562 -0.00783089 0.00337759 -0.00407657 -0.00096227 -0.00748728 -0.010512 -0.00593524 0.00349839 -0.00010591 -0.000484601 -0.0016248 -0.00212119 internal_weight=324681 27.8157 324653 156641 33072.8 123568 12942 10987.9 7622.99 3160.06 3364.95 1977.41 882.213 22084.9 12095.2 9803.33 2291.86 2156.71 907.006 690.02 3650.03 1364.21 1095.2 737.808 2285.82 9781.94 168012 71755.5 26648.2 21624.1 internal_count=1411909 363 1411546 667309 137461 529848 54354 46468 32560 14135 13908 9161 4687 90993 49261 39880 9381 8798 3715 3447 16063 6108 4474 2989 9955 40219 744237 315416 120459 96036 is_linear=0 shrinkage=0.03 Tree=516 num_leaves=31 num_cat=0 split_feature=0 0 3 2 2 2 3 0 0 1 1 1 2 0 2 2 0 0 0 2 2 2 1 0 0 1 1 2 2 2 split_gain=4.22295 3.3583 2.82809 39.2024 65.8565 62.3068 54.2915 45.0642 44.2555 42.265 31.3055 30.7207 30.116 35.8205 41.3376 35.3485 38.2995 24.7819 29.3101 61.4903 23.3776 35.0278 29.9728 22.8179 21.6278 27.273 19.2366 19.0891 18.7779 57.6193 threshold=98.500000000000014 99.500000000000014 2.279500007629395 5454.4433593750009 11087.062988281252 3673.103149414063 1.469500005245209 40.500000000000007 50.500000000000007 1.5000000000000002 1.0000000180025095e-35 4.5000000000000009 7882.7980957031259 44.500000000000007 8998.0522460937518 9416.2739257812518 56.500000000000007 45.500000000000007 41.500000000000007 15066.298339843752 54303.691406250007 15423.644531250002 -1.4999999999999998 44.500000000000007 47.500000000000007 -4.4999999999999991 3.5000000000000004 42366.021484375007 4905.5217285156259 1338.8272094726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 7 -1 8 9 10 -5 24 23 -9 14 -14 16 -15 18 19 -6 21 22 -20 -12 25 -7 -8 -21 29 -4 right_child=1 -3 28 4 17 6 26 12 -10 -11 11 -13 13 15 -16 -17 -18 -19 20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=8.9588686934605617e-05 -0.0067838231605909186 -0.033791878798115932 0.00018333131706405094 -0.0042048071022928518 0.003737522358685593 -0.028809729531512788 0.0029239116281530924 -0.0035395940033405488 0.0034609906264685842 -0.013463418264804149 0.013001435592582322 -0.011651267340106734 -0.002885068790296633 0.0044479407116604841 0.010229598057644064 -0.0044398598021298955 -0.005745224678273304 0.001207042251109815 -0.020167915140450722 -0.0024652259533100638 -0.015995476390943997 0.00014674117510825844 -0.0052318087495643083 0.00012600189144282558 -0.0012056061961544992 -0.0084094825932160729 0.0071575157653590701 0.001138881454995965 0.00017110030198375087 -0.001576136026918076 leaf_weight=110626.50048571452 22.531508451327685 5.0773014277219763 45107.336328996345 2493.5662705302238 2718.3843054771423 64.644145801663399 8692.631267696619 3687.3216719850898 1182.7867151498795 539.80359923839569 158.67363847792149 158.0192629173398 343.37487104535103 1248.6523906886578 584.53540351986885 1633.3054093569517 451.7914971113205 9988.2561038658023 143.6930209249258 5324.7417505532503 134.62953458726406 1249.7201221585274 762.94794365763664 564.90830305218697 357.41195634007454 673.13719497621059 1086.6962631940842 1759.7086407393217 96255.128287287196 26647.041013145237 leaf_count=475494 312 51 194957 10207 11090 265 35822 16179 4974 2429 671 1060 1434 5216 2393 6772 1838 41732 581 21670 583 5083 3134 2956 1485 2724 4397 7120 428821 120459 internal_value=-1.82387e-05 -0.0117506 -1.72409e-05 7.44649e-05 -0.00084304 0.000319977 0.00228977 -0.00274155 -0.00112906 -0.00585242 -0.00387545 0.000332395 -0.00155442 0.000163209 0.00537649 -0.00128785 0.00173972 0.000101169 -0.000812169 -9.8193e-05 -0.00386718 -0.00310996 -0.00759902 0.00294944 -0.00726266 -0.0101969 0.00339436 -0.00157 -0.000102735 -0.000470073 internal_weight=324667 27.6088 324639 156630 33064.4 123565 12938.9 10982.4 3159.58 3033.37 1976.79 881.601 7948.98 4261.66 927.91 3333.75 1700.44 22082.1 12093.8 9802.83 2290.99 2156.36 906.641 723.582 1095.19 737.781 9779.33 7084.45 168010 71754.4 internal_count=1411909 363 1411546 667309 137461 529848 54354 46468 14135 12636 9161 4687 33832 17653 3827 13826 7054 90993 49261 39880 9381 8798 3715 3627 4474 2989 40219 28790 744237 315416 is_linear=0 shrinkage=0.03 Tree=517 num_leaves=31 num_cat=0 split_feature=0 0 2 3 2 3 0 0 2 0 0 0 0 0 0 0 2 0 1 1 0 2 2 0 3 0 0 0 2 2 split_gain=4.00463 3.29872 2.74288 17.236 17.5409 64.1382 62.3053 70.3004 53.8856 30.7784 30.6707 29.6915 65.4886 63.4196 30.5863 69.9536 25.8864 24.8338 27.0895 21.7989 18.2136 51.7782 41.1361 18.221 16.3249 15.199 23.2704 21.2972 38.252 53.2002 threshold=98.500000000000014 99.500000000000014 16176.651367187502 74.000000000000014 13578.460937500002 7.7119998931884775 18.500000000000004 22.500000000000004 15804.419433593752 2.5000000000000004 16.500000000000004 35.500000000000007 29.500000000000004 44.500000000000007 68.500000000000014 74.500000000000014 14427.237304687502 26.500000000000004 1.0000000180025095e-35 -8.4999999999999982 13.500000000000002 14427.237304687502 15066.298339843752 14.500000000000002 5.4584999084472665 38.500000000000007 31.500000000000004 27.500000000000004 22009.412109375004 30553.010742187504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 6 8 -8 10 -7 20 12 17 16 -15 -16 -13 18 19 -9 -6 -22 23 -23 25 26 27 -4 -29 -30 right_child=1 -3 24 -5 5 9 7 11 -10 -11 -12 13 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-1.0623151619396264e-05 -0.0066011504965937879 -0.033665903369060404 -0.001205945434753134 -0.0089043961988993208 0.0017798729241525393 0.016409369127409663 -0.021405262215842012 -0.019817924367110579 0.018590828365750444 -0.0054739742758998927 0.026591030356283907 -0.00032190870519649206 0.010234667156684696 0.0050015998348486163 -0.020481671710275134 0.0037610445024025968 -0.0094585072196446251 -0.010095343159953985 -0.008550303746502879 0.013289029412415845 0.0015122043514116167 0.020169183349425301 -0.010932510737879236 -0.012756461048096638 0.00024839917196877457 0.00010911917166384103 -0.0030802165470934441 0.0074411338984771728 -0.0067056199887337914 0.0027782391350051538 leaf_weight=244744.22638481867 22.461449364200238 4.9454030469059935 12171.771043024957 194.20978826563805 1275.2837340086699 60.464936263859272 129.29875908792019 20.050787948071957 281.63964095711708 1334.6924205943942 56.223903715610504 446.83324064314365 800.83849002420902 1436.4120543897152 153.49264398217201 354.61828009784222 743.43989618122578 253.1351231187582 119.53983800113201 166.82329307496548 595.3616130053997 349.88464990258217 47.491754621267319 15.810269758105276 37520.480823103106 13632.219448961318 4532.3880396932364 756.23551970720291 786.0502415150404 1649.260794274509 leaf_count=1051773 312 51 49205 3096 5446 348 525 83 1231 5757 230 1816 3267 5976 622 1450 3050 1028 484 680 2532 1527 200 69 183052 56807 18425 3049 3166 6652 internal_value=-1.76952e-05 -0.0114848 -1.67271e-05 2.94314e-05 3.62788e-05 0.00136466 0.00249875 0.000404206 0.00619337 -0.00452557 0.00470126 0.00103153 0.00473268 -0.000574635 0.00276382 -0.00356231 -0.00602859 -0.00314188 0.00260253 0.0097368 0.00416237 0.00717498 0.0153345 0.0187457 -0.000181472 -0.000662533 -0.00119126 -0.000633988 0.00154732 -0.000282885 internal_weight=324656 27.4069 324628 253580 253386 8641.34 7246.18 4624.48 2621.7 1395.16 2340.06 4495.18 1360.39 3134.8 1944.52 508.111 1190.27 559.549 306.414 186.874 2283.83 1008.55 413.187 365.695 71048.4 33527.9 19895.7 15363.3 3191.55 2435.31 internal_count=1411909 363 1411546 1091190 1088094 36321 30216 18981 11235 6105 10004 18456 5542 12914 8048 2072 4866 2275 1247 763 9774 4328 1796 1596 320356 137304 80497 62072 12867 9818 is_linear=0 shrinkage=0.03 Tree=518 num_leaves=31 num_cat=0 split_feature=0 0 3 2 2 2 3 0 0 1 1 1 2 0 2 2 0 0 0 2 2 2 1 0 0 0 2 1 1 0 split_gain=3.79713 3.23969 2.70349 36.6183 62.2843 58.641 51.0996 42.468 41.6499 40.0675 29.4448 29.1298 28.3615 33.6994 38.8714 33.2661 36.0306 22.1274 27.9203 56.2097 22.1842 32.8457 28.1507 20.6551 20.3757 18.7967 39.1889 20.1812 18.0972 18.3701 threshold=98.500000000000014 99.500000000000014 2.279500007629395 5454.4433593750009 11087.062988281252 3673.103149414063 1.469500005245209 40.500000000000007 50.500000000000007 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 7882.7980957031259 44.500000000000007 8998.0522460937518 9416.2739257812518 56.500000000000007 45.500000000000007 41.500000000000007 14763.748535156252 54303.691406250007 15423.644531250002 -1.4999999999999998 44.500000000000007 42.500000000000007 32.500000000000007 13836.183105468752 -2.4999999999999996 3.5000000000000004 62.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 7 -1 8 9 10 -5 24 23 -9 14 -14 16 -15 18 19 25 21 22 -20 -12 -7 26 27 -6 -8 -30 right_child=1 -3 -4 4 17 6 28 12 -10 -11 11 -13 13 15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=8.7219608329754849e-05 -0.00642287363637429 -0.033544559439065383 -9.9813327594029528e-05 -0.0040795951638397136 0.0085418499112578355 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1249.7045244500041 762.4334391951561 538.64334462583065 983.81124711036682 2146.3657507449389 107.27506022155285 213.51423348486423 799.97426223754883 286.59737685322762 leaf_count=475494 312 51 744237 10207 213 453 35822 16179 4974 2429 642 1240 1434 5216 2393 6772 1838 41732 581 29614 583 5083 3134 2805 4021 8749 441 863 3234 1163 internal_value=-1.71622e-05 -0.0112236 -1.62228e-05 7.34449e-05 -0.000813471 0.000310703 0.00222193 -0.00266026 -0.00109515 -0.00568182 -0.00376032 0.000322669 -0.00150793 0.000158604 0.00521474 -0.00124892 0.00168748 0.00010482 -0.000758337 -6.14753e-05 -0.00374072 -0.00300426 -0.00735276 0.00318304 -0.00704479 0.00380347 -0.00243614 -0.00866383 0.00329373 0.00694392 internal_weight=324647 27.2097 324619 156616 33054 123562 12935.8 10977.3 3159.01 3030.63 1976.09 880.957 7946.72 4261.75 928.039 3333.72 1700.79 22076.7 12090.7 9800.69 2290.02 2155.9 906.197 690.986 1095.14 2516.91 370.548 263.273 9776.74 1086.57 internal_count=1411909 363 1411546 667309 137461 529848 54354 46468 14135 12636 9161 4687 33832 17653 3827 13826 7054 90993 49261 39880 9381 8798 3715 3447 4474 10266 1517 1076 40219 4397 is_linear=0 shrinkage=0.03 Tree=519 num_leaves=31 num_cat=0 split_feature=0 0 1 2 1 2 0 2 3 2 3 0 0 2 0 2 0 2 1 0 0 2 0 0 0 0 0 2 0 1 split_gain=3.59993 3.1812 2.63148 6.11451 4.78391 16.0546 4.61161 2.62315 16.2198 16.2999 61.1669 59.1458 62.8093 53.7954 48.4891 39.7639 42.6275 35.3809 33.7655 29.4048 28.7142 27.3819 27.0276 75.1933 63.3701 26.9946 61.4335 24.8822 23.4064 16.7127 threshold=98.500000000000014 99.500000000000014 80.000000000000014 43957.078125000007 75.500000000000014 14427.237304687502 92.500000000000014 16176.651367187502 74.000000000000014 13264.737792968752 7.7119998931884775 18.500000000000004 22.500000000000004 15804.419433593752 13.500000000000002 14427.237304687502 14.500000000000002 13836.183105468752 -1.4999999999999998 16.500000000000004 2.5000000000000004 15066.298339843752 35.500000000000007 31.500000000000004 46.500000000000007 68.500000000000014 74.500000000000014 13578.460937500002 15.500000000000002 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 7 -6 -5 8 9 -1 11 13 -13 14 27 16 -16 18 -18 -19 -12 -17 23 29 -24 -26 -27 -11 -23 -14 right_child=1 -3 3 6 5 -7 -8 -9 -10 10 20 12 22 -15 15 21 17 19 -20 -21 -22 28 24 -25 25 26 -28 -29 -30 -31 leaf_value=-1.2372537816259637e-05 -0.0062489133571230569 -0.033427646732620525 -0.022576318270852963 0.025740977930307128 -0.010903104647162454 0.03480690365338697 -0.0075133297567983072 -0.00017712388801068441 -0.0086402573190624814 -0.011902493688155935 0.015981317563062911 -0.01956076134283467 0.0019437483255175664 0.018115410704000679 -0.00062218887981915999 0.018901565119209287 -0.0094825251896226061 -0.013492297637283926 0.022270036440652591 0.025145246749888005 -0.0051573945104614509 -0.016387044678410706 -0.0051937098768281478 0.011863636319454118 0.0050732603804096062 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0.00225246 0.000328236 0.00560203 0.00431805 0.00843724 0.00480707 0.0127421 0.0182071 -0.00336413 -0.00431418 0.0158775 0.000870068 0.00418461 -0.000567112 0.00289369 -0.00257657 0.000441526 -0.00287824 -0.00152149 internal_weight=324637 27.0174 324610 31.6891 324578 27.6752 16.7072 324550 253544 253350 9768.98 8258.9 5245.52 3013.38 2732.95 1325 890.513 361.771 270.119 91.652 1510.08 434.49 5106.41 1544.46 3561.95 2037.7 580.576 1407.95 60.3279 886.053 internal_count=1411909 363 1411546 232 1411314 140 141 1411174 1091083 1087987 41032 34437 21527 12910 11679 5673 3783 1538 1154 384 6595 1890 20962 6295 14667 8433 2366 6006 252 3612 is_linear=0 shrinkage=0.03 Tree=520 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 1 0 2 0 2 1 2 2 0 0 2 2 1 2 0 2 1 2 1 0 2 3 2 1 split_gain=3.46575 9.15642 14.9381 48.0445 29.4842 19.9244 18.7461 32.3545 17.534 16.4469 23.368 23.2582 17.2098 15.3377 15.2139 21.9373 17.9334 14.3474 21.6601 12.9107 23.2825 25.3015 16.5313 47.5248 14.0635 12.3974 11.6806 13.4245 13.5333 11.2652 threshold=52.500000000000007 464.60191345214849 276.59585571289068 66.500000000000014 78.500000000000014 81.500000000000014 1.5000000000000002 60.500000000000007 431.66661071777349 60.500000000000007 207.08887481689456 1.5000000000000002 194.10739898681643 358.41200256347662 67.500000000000014 80.500000000000014 207.08887481689456 207.08887481689456 -1.4999999999999998 358.41200256347662 73.500000000000014 317.43702697753912 1.0000000180025095e-35 308.54922485351568 9.5000000000000018 65.500000000000014 3755.7348632812505 7.7119998931884775 558.56738281250011 -10.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 6 19 13 -4 -8 -7 10 -2 -12 -11 -6 16 17 25 -16 -19 20 22 -22 23 -5 29 -14 27 -3 -29 -21 right_child=1 26 3 4 5 8 7 -9 -10 12 11 -13 14 -15 15 -17 -18 18 -20 24 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-4.9350858136231609e-05 -6.5744737353266308e-05 -0.00056947397776552949 0.0044674478227638703 0.0088159097101312405 0.041975531413402677 0.0001261466112344563 -0.0055791802724835596 0.016410792112525521 0.030589367432430761 0.0014832852562442697 0.0016164623547677162 0.0086396535262919221 -0.035858432649953524 0.012954642205889011 -0.0063558548588598532 -0.015584787207483804 -0.0034438794024391935 -0.01246315878603345 0.014558804204481409 0.029372723869698299 0.019303301966047424 -0.0087477464744114674 -0.0073698239485808607 -0.008379259244302684 0.021854163440623804 -0.0083288456402397272 0.00042662903943657264 0.02546051535030867 0.0025573287226148987 0.00040887150862960642 leaf_weight=252921.74508820067 5297.068943798542 25986.069388709962 1529.7032307833433 268.4438007324934 26.561315193772316 120.72067172825336 75.476380124688148 297.87708230316639 19.792880684137344 1152.7526955753565 1411.7948147952557 606.7625967413187 25.663482487201691 42.801022186875343 59.725664108991623 47.456954479217529 1978.5264253020287 31.601172655820847 172.04456709325314 12.164766073226927 81.668067067861557 44.822618678212166 666.50066943466663 313.71930328011513 28.437294289469719 34.531928896903992 28506.174970254302 23.855671182274818 870.87011666223407 1858.3395025730133 leaf_count=1107950 22865 110959 6296 1086 111 532 345 1321 83 5093 5828 2538 114 183 265 230 8570 129 743 56 344 192 3006 1263 135 152 119241 119 3849 7814 internal_value=2.8097e-06 0.000187084 0.000814321 0.00210507 1.11654e-05 0.0109116 0.00593843 0.0119653 0.00441723 0.000171564 0.000980925 0.00372758 -0.00151903 0.0240678 -0.00299205 0.0031905 -0.00393466 0.00657363 0.0103656 -0.000687572 -0.00290134 0.00936327 -0.00414375 -0.000450319 0.000915567 -0.0200657 3.56854e-06 -0.000445073 0.00316799 0.000597237 internal_weight=324514 71591.9 16205 5387.03 3483.97 209.876 1903.06 373.353 140.514 10817.9 7315.63 2018.56 3502.3 69.3623 2349.55 310.828 2038.72 263.371 203.646 3274.1 1375.15 126.491 1248.66 582.163 1898.94 60.1954 55387 26880.8 894.726 1870.5 internal_count=1411412 303462 69294 22767 14805 909 7962 1666 615 46527 31231 8366 15296 294 10203 1367 8836 1137 872 13896 5891 536 5355 2349 8005 266 234168 114927 3968 7870 is_linear=0 shrinkage=0.03 Tree=521 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 1 0 2 0 2 1 2 2 0 0 2 2 1 2 0 2 1 2 1 0 2 3 2 0 split_gain=3.26068 8.61441 14.0537 45.1513 27.7295 18.6959 17.492 30.2383 16.5023 15.4785 21.9797 21.8389 16.2037 14.4146 14.3236 20.6911 16.9922 13.4718 20.3373 12.1622 21.9274 23.8144 15.6146 44.723 13.1184 11.8562 10.9907 12.8794 11.1218 29.3157 threshold=52.500000000000007 464.60191345214849 276.59585571289068 66.500000000000014 78.500000000000014 81.500000000000014 1.5000000000000002 60.500000000000007 431.66661071777349 60.500000000000007 207.08887481689456 1.5000000000000002 194.10739898681643 358.41200256347662 67.500000000000014 80.500000000000014 207.08887481689456 207.08887481689456 -1.4999999999999998 358.41200256347662 73.500000000000014 317.43702697753912 1.0000000180025095e-35 308.54922485351568 9.5000000000000018 65.500000000000014 3755.7348632812505 9.5555000305175799 6113.6403808593759 73.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 6 19 13 -4 -8 -7 10 -2 -12 -11 -6 16 17 25 -16 -19 20 22 -22 23 -5 -21 -14 27 -3 29 -28 right_child=1 26 3 4 5 8 7 -9 -10 12 11 -13 14 -15 15 -17 -18 18 -20 24 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-4.7870269547693906e-05 -6.377268185110673e-05 -0.00052786580003697154 0.0043330780050735212 0.0085572826176082487 0.04065995157627926 0.0001223613025765551 -0.0054217194173609481 0.015842087861771315 0.029678658337248792 0.0014385957537424211 0.0015681506619419072 0.0083712026333626014 -0.035096316850248617 0.012546073892459172 -0.0061735404193747675 -0.01519670755642316 -0.0033426564141538157 -0.012071961084762637 0.014092033494261254 0.0005793654437675638 0.018730676391011659 -0.0084931971646680041 -0.0071655809471549824 -0.0081250292007341018 0.021030483010033529 -0.0080947579967786624 0.0025834459970945018 0.0040542033284461645 0.00010335954493408124 -0.0025925213716221076 leaf_weight=252922.09865050646 5297.0261023193598 26315.799293402582 1529.8235823959112 268.26303073763847 26.597489073872566 120.72128699719906 75.340454056859016 299.29121346771717 19.788281217217445 1152.9031655490398 1411.6327542662621 607.42360430955887 25.437573462724686 42.867966532707214 59.646002009510994 47.212555676698685 1977.3062290102243 31.645770028233528 172.40527887642384 1870.4551621079445 81.640240833163261 44.781645938754082 664.95703217387199 313.82772426307201 28.661040335893631 34.46564319729805 4907.8614566028118 563.92895055934787 22365.109112644568 1232.0517531484365 leaf_count=1107950 22865 112418 6296 1086 111 532 345 1321 83 5093 5828 2538 114 183 265 230 8570 129 743 7870 344 192 3006 1263 135 152 20102 2509 94048 5091 internal_value=2.72267e-06 0.000181467 0.000789873 0.00204182 1.07818e-05 0.0105791 0.00575585 0.0115658 0.00428484 0.000166392 0.000951426 0.00361482 -0.00147409 0.0233105 -0.0029042 0.00309354 -0.00381954 0.00636825 0.0100343 -0.000667298 -0.00281784 0.00908733 -0.00402475 -0.000436799 0.000888009 -0.0195608 3.46294e-06 -0.000431735 0.000413847 0.00154482 internal_weight=324511 71588.9 16204.1 5387.02 3482.56 209.975 1904.46 374.632 140.51 10817.1 7316.08 2019.06 3501.02 69.4655 2348.12 310.91 2037.21 263.697 204.051 3272.59 1373.47 126.422 1247.05 582.091 1899.12 59.9032 55384.8 26879.7 28505 6139.91 internal_count=1411412 303462 69294 22767 14805 909 7962 1666 615 46527 31231 8366 15296 294 10203 1367 8836 1137 872 13896 5891 536 5355 2349 8005 266 234168 114927 119241 25193 is_linear=0 shrinkage=0.03 Tree=522 num_leaves=31 num_cat=0 split_feature=1 2 1 1 1 1 0 1 2 2 0 1 0 2 0 2 2 2 2 1 1 2 1 1 2 2 2 0 0 2 split_gain=3.13424 5.52374 9.12816 4.15514 13.4593 6.13354 3.6133 6.38612 3.37593 6.95676 3.232 8.51731 12.9727 8.50319 14.5181 13.3677 11.9582 11.6904 11.4586 10.959 9.3098 9.00006 8.43149 7.87064 7.33462 7.23509 12.3984 32.8518 20.5577 18.7122 threshold=75.500000000000014 13578.460937500002 82.500000000000014 56.500000000000007 58.500000000000007 59.500000000000007 80.500000000000014 71.500000000000014 22009.412109375004 9416.2739257812518 52.500000000000007 -3.4999999999999996 74.500000000000014 1099.1130981445315 63.500000000000007 3673.103149414063 3673.091186523438 1768.4891357421877 191.53874969482425 -15.499999999999998 -5.4999999999999991 1443.1333007812502 -17.499999999999996 -7.4999999999999991 52302.683593750007 455.77806091308599 286.97653198242193 66.500000000000014 74.500000000000014 417.75494384765631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 10 -5 -6 7 8 9 -7 -1 12 13 18 24 16 17 21 19 -12 -19 -16 -20 -24 -15 26 -13 -28 29 -29 right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 25 -14 14 15 -17 -18 20 22 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-4.6434075280672717e-05 -0.0077808689925373837 0.029426382993346864 0.0013464213078914775 -0.024096178789950493 0.017437442028055312 -0.00049223503599617614 0.0070296537899469389 -0.021887935476576453 0.012821000363710018 -0.024290043840000483 0.019252294895401097 0.00028218930999503086 0.002591063772191596 -0.0017584488730353015 -0.010675648034273571 -0.004297364806477774 -0.026729427115037393 -0.011817947101233895 -0.01013696298938291 -0.0068756890152157574 0.0082795695811851162 -0.040861172950037397 0.0075419742263802929 0.00071784686562246418 0.016887335567971781 9.200221239677701e-05 0.005636252851763902 -0.0021671591599579658 0.0052983311208456155 0.00543969657430011 leaf_weight=252922.44117445021 16.786505781114101 17.25952510535717 26.289490396156907 26.997121050953865 14.534361973404883 66.250097379088402 25.760836742818356 17.821693047881126 11.661506950855253 13.269810199737547 15.37380827963352 10677.505138233304 656.70056631416082 1366.5467707961798 21.227045640349388 440.41288579255342 48.874342039227486 47.252667978405952 47.76532270014286 239.85326372087002 36.977803111076355 15.295401513576506 223.11511439085007 477.96776531636715 19.254634983837605 52567.026646224782 1582.7454362809658 1943.7001213282347 579.44111654162407 342.29647962749004 leaf_count=1107950 80 96 297 112 61 271 118 73 50 54 89 45776 2998 6305 89 2074 200 208 257 1054 156 65 1065 2019 102 221046 6583 8271 2453 1440 internal_value=2.63822e-06 0.00683956 0.0124752 1.3668e-06 -0.00460306 -0.00107818 -0.0030751 -0.00546317 -0.0022529 -0.00446347 3.87007e-06 0.000182191 -0.0012281 -0.00206414 -0.003197 -0.00705342 -0.0142091 -0.00914156 0.000187701 -0.00530185 -0.00299499 -0.0233172 0.00205868 0.00288958 -0.00149938 0.000258371 0.000836563 0.00216729 0.000251184 -0.00102814 internal_weight=324508 60.3355 43.549 324448 176.295 149.298 134.764 109.003 91.1814 79.5199 324272 71349.3 3656.62 2999.92 1995.84 610.04 169.627 120.753 1004.08 255.227 84.2305 36.5224 748.848 701.083 1385.8 67692.7 15125.7 4448.18 2865.44 2286 internal_count=1411412 473 393 1410939 739 627 566 448 375 325 1410200 302250 16681 13683 9199 2792 718 518 4484 1143 364 154 3341 3084 6407 285569 64523 18747 12164 9711 is_linear=0 shrinkage=0.03 Tree=523 num_leaves=31 num_cat=0 split_feature=1 2 1 1 1 1 0 2 0 1 2 0 0 1 0 2 0 2 2 2 2 1 1 2 1 1 2 1 2 2 split_gain=2.95932 5.2161 8.71824 3.91082 12.6574 5.78206 3.52575 5.0327 5.14996 5.78523 7.26918 6.83919 3.04107 8.01072 12.2038 7.98896 13.6186 12.5236 11.1879 10.9195 10.7745 10.3636 8.74136 8.33045 7.94756 8.77144 7.12525 7.24119 6.80665 11.6628 threshold=75.500000000000014 13578.460937500002 82.500000000000014 56.500000000000007 58.500000000000007 59.500000000000007 63.500000000000007 4417.2790527343759 80.500000000000014 71.500000000000014 15423.644531250002 71.500000000000014 52.500000000000007 -3.4999999999999996 74.500000000000014 1099.1130981445315 63.500000000000007 3673.103149414063 3673.091186523438 1768.4891357421877 191.53874969482425 -15.499999999999998 -5.4999999999999991 1443.1333007812502 -16.499999999999996 -10.499999999999998 1289.946716308594 -32.499999999999993 455.77806091308599 286.97653198242193 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 12 -5 -6 -7 -8 9 10 11 -9 -1 14 15 20 26 18 19 23 21 -14 -21 -18 -22 -26 -17 -28 29 -15 right_child=1 2 -4 4 5 6 7 8 -10 -11 -12 -13 13 28 -16 16 17 -19 -20 22 24 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-4.5040997276676471e-05 -0.0075651604918287726 0.028824639257285758 0.0013052790122806102 -0.023365845939983004 0.016952931638379905 -0.018931224343806657 0.011756187975382821 -0.021224658456933353 0.0076020950495397322 -0.023506102261717777 0.014239266586149707 0.0021968581813033923 0.018877621370699722 0.0002737134968153035 0.0025154721463312058 -0.018960762734321172 -0.010333106453609896 -0.0041622722277257695 -0.025830225890261741 -0.011423754520033651 -0.0087420432339951649 -0.0066567723579764307 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9.80108 8.63813 7.86804 11.7395 10.4756 10.2075 8.24784 7.72722 6.80088 22.5275 threshold=98.500000000000014 75.500000000000014 13578.460937500002 82.500000000000014 56.500000000000007 58.500000000000007 59.500000000000007 80.500000000000014 4417.2790527343759 71.500000000000014 20123.864257812504 71.500000000000014 99.500000000000014 52.500000000000007 -3.4999999999999996 74.500000000000014 971.01849365234386 191.53874969482425 63.500000000000007 1289.946716308594 -15.499999999999998 -17.499999999999996 1099.1130981445315 3673.103149414063 3673.091186523438 1768.4891357421877 -15.499999999999998 1443.1333007812502 -4.4999999999999991 1637.6347656250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 13 -6 -7 8 -8 10 11 -10 -2 28 15 16 17 20 19 -18 -15 -19 -20 24 25 27 -27 -24 29 -1 right_child=12 2 3 -5 5 6 7 -9 9 -11 -12 -13 -14 14 -16 -17 18 21 22 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0014173649018517443 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33.441974565386772 47.423831298947334 11.882092386484144 1366.3759416863322 240.73229388892651 675.8797779083252 21.314700871706009 441.67637161910534 49.215102091431618 15.160917326807974 69.254277750849724 15.545966476202009 239527.40706139477 9801.1813688464463 leaf_count=16960 334 80 95 202 110 61 111 115 122 70 55 90 49 89 285287 2998 147 253 53 6316 1054 2979 89 2074 200 67 297 65 1040070 50920 internal_value=2.48552e-06 3.32084e-06 0.00708564 0.012785 2.03179e-06 -0.00425843 -0.000954304 -0.00283113 -0.00513408 -0.0090936 -0.00548141 -0.00959908 -0.00952021 4.34067e-06 0.000174656 -0.00115463 -0.00193986 0.000216679 -0.00298313 -0.00157423 -0.00497696 0.00205332 -0.00614346 -0.00661277 -0.0132995 -0.00856227 -0.00281099 -0.0217334 -4.36897e-05 0.000614127 internal_weight=324513 324485 59.0483 42.3385 324425 175.721 148.891 134.422 108.988 81.9469 64.8844 52.0693 28.4635 324250 71326.6 3658.57 3002.95 979.087 2023.87 1399.82 255.784 723.304 624.049 612.167 170.491 121.276 84.4152 36.8607 252923 13395.7 internal_count=1411412 1411029 377 297 1410652 734 624 563 448 337 267 212 383 1409918 301968 16681 13683 4375 9308 6463 1143 3232 2845 2792 718 518 364 154 1107950 67880 is_linear=0 shrinkage=0.03 Tree=525 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 2 1 0 2 2 2 2 0 2 1 1 1 1 2 1 1 2 2 3 2 0 2 0 0 split_gain=4.51838 16.6211 23.054 18.8035 50.782 35.8834 37.2784 32.0116 31.445 42.4352 44.4549 23.6265 28.6955 21.9661 19.252 17.6765 14.6516 14.3869 15.6931 13.6129 12.7755 24.1791 11.8161 12.9215 10.3387 28.5626 29.4189 24.1048 16.1803 22.8256 threshold=39196.445312500007 5.5000000000000009 21.500000000000004 3.5000000000000004 61082.773437500007 58108.183593750007 55938.710937500007 1.0000000180025095e-35 4.5000000000000009 47554.107421875007 42366.021484375007 47554.107421875007 42366.021484375007 2.5000000000000004 42366.021484375007 -4.4999999999999991 -1.4999999999999998 3.5000000000000004 1.5000000000000002 43957.078125000007 10.500000000000002 5.5000000000000009 45473.716796875007 43957.078125000007 1.8174999952316286 61082.773437500007 60.500000000000007 47554.107421875007 76.500000000000014 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 20 4 7 6 8 13 9 10 -5 12 -10 -2 -9 19 -12 18 -7 -14 21 -3 23 -17 25 -4 -27 28 -26 -30 right_child=1 2 24 5 -6 17 -8 14 11 -11 16 -13 15 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31 leaf_value=7.6782438639658031e-06 0.008170161386359627 -0.00082450541404031257 0.0051509355910989629 0.0057376041820579125 0.0011656923076852476 0.00082625891903883718 0.017121943646437654 0.018963999886968157 0.0021454924379648872 0.0052085341100016318 0.0029730100864626269 -0.025539377912483195 -0.031653573704006274 -0.0068089267928690533 -0.012831439017664479 0.011703526011006708 -0.016132619510447019 0.019235656790241355 -0.0069714650917117489 0.0084321961597785006 0.00689421939421657 -0.0088469709178032561 0.0069618181056891552 0.022391817757867236 -0.0043468007776150362 -0.0046148398398873662 0.010000428329844619 0.0010864677258150487 0.0069050452360393541 -0.0085725404402633067 leaf_weight=285340.22352398129 165.14873950276524 13301.661562457681 1478.3680913001299 175.78319073468447 6177.1124752855394 2762.9268220737576 217.65070867538452 17.787765741348267 358.78383493423462 796.87115326151252 42.247618809342384 18.341503858566284 13.589635811746122 188.88245970010757 470.03971641510725 214.42756806313992 249.25707666575909 36.049454271793365 253.60176093876362 17.37002245336771 185.67207850515842 346.93517890572548 151.26945862174034 193.80563455820084 1350.2263395339251 657.16375881433487 152.76687617227435 8831.4935660175979 295.73037801682949 120.77748530730605 leaf_count=1225947 1353 54372 6141 874 43725 11992 1353 80 1719 4358 276 83 95 1064 2532 1081 1083 146 1026 133 774 1424 758 983 5494 2785 738 37499 1223 519 internal_value=4.91873e-05 0.000351014 -7.16265e-05 0.00125297 0.000223659 0.00256607 0.00527073 -0.00668848 0.00411494 0.000999509 -0.00617819 0.00818528 0.00883691 0.00017853 -0.0116721 0.0129028 -0.0133637 0.000395846 0.000170699 -0.00916332 -0.000922098 -0.00102843 0.0141238 0.0167777 0.000841393 0.00267011 -0.00185815 0.000446549 -0.00275226 0.00241691 internal_weight=324582 39241.7 26720.8 12520.9 7018.97 5501.98 2449.4 841.859 2231.75 1264.16 467.288 967.588 949.246 354.031 487.827 590.462 291.505 3052.58 3016.53 30.9597 13834.3 13648.6 559.503 408.233 12886.5 2288.3 809.931 10598.2 1766.73 416.508 internal_count=1411630 185683 110969 74714 48754 25960 12796 5029 11443 6591 2233 4852 4769 2417 2612 3050 1359 13164 13018 228 56570 55796 2822 2064 54399 9664 3523 44735 7236 1742 is_linear=0 shrinkage=0.03 Tree=526 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 2 1 0 2 2 2 2 0 2 1 1 1 1 2 1 1 2 2 1 0 0 0 2 2 split_gain=4.25452 15.6597 21.6946 17.7299 47.8885 33.9253 35.6014 30.3055 29.7496 39.9596 41.7091 22.195 27.291 20.6973 18.5347 16.7629 13.6979 13.5677 14.7606 12.5445 12.0275 22.7854 11.31 12.4426 10.3304 10.1521 10.0964 10.0461 9.83463 32.9059 threshold=39196.445312500007 5.5000000000000009 21.500000000000004 3.5000000000000004 61082.773437500007 58108.183593750007 55938.710937500007 1.0000000180025095e-35 4.5000000000000009 47554.107421875007 42366.021484375007 47554.107421875007 42366.021484375007 2.5000000000000004 50009.173828125007 -4.4999999999999991 -1.4999999999999998 3.5000000000000004 1.5000000000000002 43957.078125000007 10.500000000000002 5.5000000000000009 45473.716796875007 43957.078125000007 -8.4999999999999982 1.5000000000000002 19.500000000000004 81.500000000000014 52302.683593750007 43957.078125000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 3 20 4 7 6 8 13 9 10 -5 12 -10 25 -9 19 -12 18 24 -14 21 -3 23 -17 -7 -2 -23 -1 29 -15 right_child=1 2 -4 5 -6 17 -8 14 11 -11 16 -13 15 28 -16 22 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.6156113513866435e-05 -0.0044922342214524652 -0.00079978967161924196 0.00081632352642319625 0.0055768747171274623 0.00113114330064776 0.013050865934892526 0.016767882694636024 0.0018311720269288743 0.0020828023498232853 0.0050643815094108049 0.0028892239066248262 -0.024605735333241303 -0.030088917691480414 0.010396052965152185 -0.013969411019426102 0.011411183656282567 -0.015594129344115505 0.018699623566092061 -0.0067595728718660526 0.008226165456444853 0.0066923784777475704 -0.0066156048601672705 0.006773399868713342 0.021939573343209472 0.00052684296195992873 0.012431261548239411 -0.021858768339567153 -0.0010962978981785105 -0.0016913343797817382 -0.033523872751733824 leaf_weight=278106.70660996542 43.330973543226719 13301.344756014645 12883.994925236329 175.42936529964209 6174.8447617997881 60.604454159736633 215.61035753041506 79.982791945338249 358.49963027238846 794.99559953063726 42.169813051819801 18.464407593011856 13.863110259175302 25.419575467705727 405.88820063322783 213.34003487229347 250.11499102413654 35.9715276658535 253.70327681303024 17.272417925298214 185.53585338592529 301.57419243454933 150.81995703279972 191.89575165510178 2701.8896326124668 120.95089080929756 44.934207007288933 7233.4978797249496 125.36308325827122 38.768441937863827 leaf_count=1194941 584 54372 54399 874 43725 449 1353 541 1719 4358 276 83 95 130 2071 1081 1083 146 1026 133 774 1239 758 983 11543 769 185 31006 726 208 internal_value=4.77199e-05 0.000340665 -6.94827e-05 0.00121667 0.000217058 0.00249278 0.00512791 -0.00650476 0.0040009 0.000970945 -0.00598686 0.0079691 0.00860512 0.000173764 -0.0113684 0.0125872 -0.0129274 0.000384035 0.000165601 -0.00883365 -0.000894495 -0.000997635 0.0137866 0.0163968 0.000801599 0.00796752 -0.00859229 7.44791e-06 -0.006581 -0.0161308 internal_weight=324567 39226.6 26717.4 12509.2 7014.55 5494.64 2442.48 839.704 2226.87 1262.71 467.714 964.155 945.691 353.833 485.871 587.191 292.285 3052.17 3016.2 31.1355 13833.4 13647.9 556.056 405.236 2762.49 164.282 346.508 285340 189.551 64.188 internal_count=1411630 185683 110969 74714 48754 25960 12796 5029 11443 6591 2233 4852 4769 2417 2612 3050 1359 13164 13018 228 56570 55796 2822 2064 11992 1353 1424 1225947 1064 338 is_linear=0 shrinkage=0.03 Tree=527 num_leaves=31 num_cat=0 split_feature=2 0 3 0 2 2 2 1 0 2 2 2 2 0 2 1 0 2 0 2 3 3 1 1 1 2 2 2 1 1 split_gain=4.00599 14.7549 20.6674 16.7187 45.1451 32.0696 33.9926 28.685 28.1441 37.6292 39.1404 20.8848 25.9244 19.4939 17.7249 15.8959 15.6415 13.2569 32.5438 14.8889 50.267 14.0931 12.8112 12.7966 13.8843 11.5759 10.8248 11.982 10.7211 11.3778 threshold=39196.445312500007 5.5000000000000009 2.6375000476837163 3.5000000000000004 61082.773437500007 58108.183593750007 55938.710937500007 1.0000000180025095e-35 4.5000000000000009 47554.107421875007 42366.021484375007 42366.021484375007 47554.107421875007 2.5000000000000004 42366.021484375007 -4.4999999999999991 84.500000000000014 61082.773437500007 60.500000000000007 47554.107421875007 1.9854999780654909 1.2994999885559084 -1.4999999999999998 3.5000000000000004 1.5000000000000002 43957.078125000007 45473.716796875007 43957.078125000007 -1.4999999999999998 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 17 4 7 6 8 13 9 10 -5 -10 15 -2 -9 25 -4 19 -19 20 -3 -21 -12 24 -7 -13 27 -17 -22 -30 right_child=1 2 16 5 -6 23 -8 14 11 -11 22 12 -14 -15 -16 26 -18 18 -20 21 28 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=7.2244084534847636e-06 0.0077644366281521661 0.004701313612181071 -0.00078740960992448547 0.0054204030951416045 0.0010976063412326904 0.00077780092376675616 0.016419422702906236 0.018241705167405 0.0020219012875317146 0.0049239400220559074 0.0028076560777458921 -0.028638257485613657 -0.023718455334543774 -0.0063613876888280454 -0.012193562552924172 0.01112529458832635 0.0017330108022516049 -0.0021501262729991619 0.0065181933623938192 -0.0048626915541326301 0.0023854318455964023 0.0056081305332492185 -0.015077032111920293 0.018180639115749873 -0.0065543518581772419 0.0080241954927620374 0.0065896660512278051 0.021496209079930613 -0.010663820857381419 0.0017376858341146631 leaf_weight=285339.49892055197 163.54418355133384 1014.2868349924684 18756.696971356869 175.08403448760509 6172.6426098248921 2761.7350862845778 213.61116315424442 17.882135830819607 358.22330666333437 793.16872488334775 42.094229094684124 14.124267615377905 18.578697443008423 190.15984672307968 466.1838895753026 212.27400477230549 2512.918753660284 1728.1706627160311 503.32688473910093 125.22767503559589 99.856896504759789 1518.6672342568636 250.91985295712948 35.889668613672256 253.79598774015903 17.177412547171116 150.38114716112614 190.00690640509129 375.72950622439384 80.920778140425682 leaf_count=1225947 1353 4194 76896 874 43725 11992 1353 80 1719 4358 276 95 83 1064 2532 1081 11472 7114 2267 513 428 6241 1083 146 1026 133 758 983 1515 329 internal_value=4.62967e-05 0.000330611 -6.74045e-05 0.00118145 0.000210692 0.00242171 0.0049888 -0.00632404 0.00388994 0.000943179 -0.00580202 0.00775837 0.0111688 0.000170052 -0.0110692 0.0122787 -0.000489632 0.00158157 -0.000194938 0.00281474 0.00072612 0.00481049 -0.0125077 0.000372649 0.000160705 -0.00851902 0.0134567 0.0160237 -0.00651905 -0.00846621 internal_weight=324553 39213.3 26715.8 12497.5 7010.41 5487.06 2435.64 837.77 2222.03 1261.27 468.098 960.766 602.542 353.704 484.066 583.964 21269.6 5446.19 2231.5 3214.69 1570.79 1643.89 293.014 3051.42 3015.53 31.3017 552.662 402.281 556.507 456.65 internal_count=1411630 185683 110969 74714 48754 25960 12796 5029 11443 6591 2233 4852 3133 2417 2612 3050 88368 22601 9381 13220 6466 6754 1359 13164 13018 228 2822 2064 2272 1844 is_linear=0 shrinkage=0.03 Tree=528 num_leaves=31 num_cat=0 split_feature=1 2 2 0 3 0 2 2 2 1 0 2 2 2 2 0 2 1 0 2 0 2 3 3 1 1 1 2 2 2 split_gain=3.78368 4.20921 3.59958 13.6366 19.5284 15.8924 42.5448 30.7131 32.3502 26.9504 26.2003 35.8357 36.682 19.8778 24.4077 18.4485 17.1938 15.7106 14.9088 12.486 30.6816 14.0107 47.3052 13.2627 12.1035 12.9653 11.9861 10.5508 10.3593 11.5385 threshold=-54.499999999999993 84255.890625000015 39196.445312500007 5.5000000000000009 2.6375000476837163 3.5000000000000004 61082.773437500007 58108.183593750007 55938.710937500007 1.0000000180025095e-35 4.5000000000000009 47554.107421875007 42366.021484375007 42366.021484375007 47554.107421875007 2.5000000000000004 50009.173828125007 -4.4999999999999991 78.500000000000014 61082.773437500007 60.500000000000007 47554.107421875007 1.9854999780654909 1.2994999885559084 3.5000000000000004 1.5000000000000002 -1.4999999999999998 43957.078125000007 45473.716796875007 43957.078125000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 5 19 6 9 8 10 15 11 12 -7 -12 17 -4 -11 27 -6 21 -21 22 -5 -23 25 -9 -14 -15 29 -19 right_child=2 -3 3 4 18 7 -8 24 -10 16 13 -13 26 14 -16 -17 -18 28 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0036560123858330631 6.7408046079829396e-06 0.026018982522803998 0.0075511221831717308 0.0045615443656560383 -0.0008413809068904439 0.0052573084125345313 0.0010461065252307989 0.00072899374804175163 0.016069213224902158 0.0019418153354882294 0.0019366669118706318 0.0048421304624782883 0.0027282595859477693 -0.027787760282550152 -0.022874049801418984 -0.0062066065283808997 -0.013302777657403961 0.010845724670941061 0.0012645573114539435 -0.0020880701273933628 0.0063351743612790248 -0.0047163891099496055 -0.0063241189795662208 0.0054409077745222606 0.017677878749039599 -0.0063555730702061497 -0.014580162504966217 0.0073315447885044524 0.0064105157078177101 0.021061363804728082 leaf_weight=30.561278704553843 285313.70256031957 10.071344566531478 162.59201917704195 1014.0086984783411 17610.766245648265 174.67775433510542 6164.6151717819739 2759.0547133907676 211.55441959947348 79.789252288639545 357.64568468183279 790.78054389357567 42.020806342363358 14.254058279097082 18.684938460588455 190.50384298712015 402.38310927152634 211.22949293255806 3653.0572755606845 1727.7734046205878 502.34674673900008 125.23869571089745 556.45103394985199 1518.386495873332 35.804363667964935 253.88050618767738 251.6749072521925 16.741778567433357 149.95287090539932 188.14053247869015 leaf_count=395 1225637 548 1348 4194 71963 873 43220 11950 1351 541 1714 4347 276 93 83 1060 2071 1081 16356 7113 2267 513 2272 6241 146 1026 1083 127 758 983 internal_value=4.49154e-05 0.00919898 4.37692e-05 0.000313387 -6.91182e-05 0.00113224 0.000185194 0.0023428 0.00486072 -0.00616869 0.00379058 0.000947128 -0.00562902 0.00753317 0.0108747 0.000128491 -0.0107801 0.0119613 -0.000479587 0.00153408 -0.000190688 0.00273083 0.000704496 0.00466696 0.000338082 0.000132023 -0.0121037 -0.00881877 0.0131338 0.0156582 internal_weight=324538 40.6326 324498 39184 26708 12476 6999.88 5476.1 2427.36 835.268 2215.8 1259.15 468.373 956.649 599.004 353.096 482.172 580.319 21263.8 5444.21 2230.12 3214.08 1570.46 1643.63 3048.74 3012.94 293.696 30.9958 549.323 399.37 internal_count=1411630 943 1410687 185050 110919 74131 48240 25891 12769 5020 11418 6579 2232 4839 3125 2408 2612 3042 88319 22600 9380 13220 6466 6754 13122 12976 1359 220 2822 2064 is_linear=0 shrinkage=0.03 Tree=529 num_leaves=31 num_cat=0 split_feature=1 2 2 0 3 0 2 2 2 1 0 2 2 2 2 0 2 1 0 2 0 2 3 3 2 1 1 1 1 1 split_gain=3.59037 4.10171 3.38927 12.8467 18.3795 14.9839 40.1129 29.0312 30.875 25.4989 24.7834 33.7476 34.4348 18.8913 23.005 17.3824 16.313 14.8921 14.0787 11.7478 28.9113 13.1851 44.5144 12.4813 11.4897 11.5967 11.418 12.196 10.0911 10.7077 threshold=-54.499999999999993 84255.890625000015 39196.445312500007 5.5000000000000009 2.6375000476837163 3.5000000000000004 61082.773437500007 58108.183593750007 55938.710937500007 1.0000000180025095e-35 4.5000000000000009 47554.107421875007 42366.021484375007 42366.021484375007 47554.107421875007 2.5000000000000004 42366.021484375007 -4.4999999999999991 84.500000000000014 61082.773437500007 60.500000000000007 47554.107421875007 1.9854999780654909 1.2994999885559084 43957.078125000007 -1.4999999999999998 3.5000000000000004 1.5000000000000002 -1.4999999999999998 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 5 19 6 9 8 10 15 11 12 -7 -12 17 -4 -11 -15 -6 21 -21 22 -5 -23 -14 -26 27 -9 -24 -30 right_child=2 -3 3 4 18 7 -8 26 -10 16 13 -13 24 14 -16 -17 -18 -19 -20 20 -22 23 28 -25 25 -27 -28 -29 29 -31 leaf_value=0.0035570656050947324 6.5386268851266793e-06 0.025832209482632269 0.007361256394080958 0.0044259372418256875 -0.0007477383024603111 0.0051093246762798587 0.0010150632248231749 0.00070722336076403821 0.015731719945254307 0.01754746093293556 0.0018799396124541078 0.0047074429062470219 -0.019222423008667566 -0.0085074040774218464 -0.022069402501662071 -0.0060010362754498048 -0.01158524218423849 0.012817858158630719 0.0016441985976268668 -0.0020257758742939177 0.0061570628150489047 -0.004574549904635735 0.0025025866717379268 0.0052787167066402959 0.011188634720187196 -0.010193770642672418 0.017190583805632514 -0.0061630097760131128 -0.010155912072552897 0.0018754215789433797 leaf_weight=30.470459634903818 285313.68612664228 9.8432945744134468 161.79438612796366 1013.7290764153004 18751.110892742872 174.34998398274183 6162.5816052963492 2758.6727307066321 209.63944064825773 17.97102602571249 357.38850235193968 789.03073613345623 113.01477593928576 31.153564043343067 18.783657997846603 191.10939618945122 462.45459589362144 546.03935830295086 2511.2605048771948 1727.4812813252211 501.38706477731466 125.24806588888168 99.898019298911095 1518.0929406881332 26.784467428922653 154.53344190120697 35.716064900159836 253.95738762617111 375.66688597202301 80.914390847086906 leaf_count=395 1225637 548 1348 4194 76847 873 43220 11950 1351 80 1714 4347 519 220 83 1060 2532 2822 11472 7113 2267 513 428 6241 177 663 146 1026 1515 329 internal_value=4.35755e-05 0.00899592 4.24632e-05 0.000304139 -6.70475e-05 0.00109936 0.000179714 0.00227576 0.00472853 -0.0059978 0.00368529 0.000920013 -0.00545615 0.00733333 0.0106036 0.000125121 -0.0104955 0.0116668 -0.000465231 0.00148857 -0.000185035 0.00264936 0.000683485 0.00452775 -0.0117147 -0.00703514 0.000327993 0.000128079 -0.00613408 -0.00802374 internal_weight=324524 40.3138 324483 39169.8 26704.8 12465 6995.91 5469.06 2420.72 833.329 2211.08 1257.71 468.683 953.365 595.977 352.904 480.426 577.193 21262.4 5442.42 2228.87 3213.55 1570.21 1643.34 294.333 181.318 3048.35 3012.63 556.479 456.581 internal_count=1411630 943 1410687 185050 110919 74131 48240 25891 12769 5020 11418 6579 2232 4839 3125 2408 2612 3042 88319 22600 9380 13220 6466 6754 1359 840 13122 12976 2272 1844 is_linear=0 shrinkage=0.03 Tree=530 num_leaves=31 num_cat=0 split_feature=1 2 1 3 2 1 0 2 2 2 2 0 2 2 0 2 2 2 2 2 0 2 2 2 2 0 2 2 2 1 split_gain=2.65705 6.39717 8.27012 8.76919 7.10232 2.16842 2.04635 22.0317 73.5528 31.1188 25.4972 22.7806 22.7097 20.8762 20.6492 33.3909 29.9285 17.9059 17.0478 13.0317 12.0411 42.865 30.0176 27.4757 29.3427 33.3865 27.1905 23.4099 30.3596 22.276 threshold=-52.499999999999993 72035.476562500015 -55.499999999999993 17.333499908447269 9644.7543945312518 -54.499999999999993 5.5000000000000009 39196.445312500007 33967.421875000007 13578.460937500002 35189.248046875007 4.5000000000000009 11873.722656250002 13836.183105468752 2.5000000000000004 19525.543945312504 15423.644531250002 15804.419433593752 36363.248046875007 14106.575683593752 3.5000000000000004 68532.378906250015 75297.019531250015 58108.183593750007 54303.691406250007 4.5000000000000009 72035.476562500015 47554.107421875007 42366.021484375007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -3 7 8 9 12 -10 18 -2 -11 17 16 -16 19 -12 -15 21 -9 26 24 25 27 29 28 -22 -23 right_child=6 5 -4 -5 -6 -7 -8 20 10 13 11 -13 -14 14 15 -17 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.028216182853220927 0.0011016850409458539 0.029368683011023917 0.028971861943111153 -0.044233444051705276 0.0099096499113731987 -0.010213237537194169 -2.2256646798660934e-05 -0.0050511793501169331 -0.022447448241680483 -0.018790138427318189 -0.024898348801437122 -0.0016377038314942978 0.013638887681926464 -0.00038569669662022596 -0.0013609612467620339 -0.0011723086064148976 -0.016952211526407118 0.00053759701161833597 -0.0084347658731675854 0.026213209395842863 0.0044464685356643578 -0.00051486408807847569 0.00056424423572537519 0.00019233478275875853 0.011947368920210174 0.0070462446331642599 0.015298855833912349 0.0032663783125269413 -0.011494311687257844 0.028971459866083772 leaf_weight=5.822715111076838 3678.4025622503832 11.529908844502641 7.2949426667764774 4.7082756538875392 17.965664677321911 1.3965103193186212 305472.6639998476 1161.1631164737046 132.37917463667691 73.094937119632959 87.523892849683762 268.58967996388674 134.79755704291165 25.686102781444788 182.12220843136311 1036.8050004765391 282.97278258949518 389.69801137316972 160.24317815154791 46.746863847598433 168.87601958960295 279.71436850912869 5275.118315710919 3043.41550270468 395.51188305020332 968.80341314524412 247.61644024215639 599.66394976526499 295.99298197031021 25.13054633140564 leaf_count=63 22716 582 91 83 211 33 1297934 6851 594 1068 404 1218 872 320 852 4769 1315 3027 750 446 852 1648 37762 13088 2495 4934 1874 3177 1355 136 internal_value=-2.43388e-06 0.00700313 0.00047004 -0.00682623 0.000577536 0.0250924 -3.48586e-06 0.000298937 -0.00111711 -5.43366e-05 -0.0107012 -0.00768981 0.00154488 -0.00304783 -0.00246195 -0.00416827 -0.010847 0.0030835 -0.0142505 0.0167807 0.00103748 0.000212272 0.00126103 0.00209137 0.0044709 0.00301663 0.00791422 -0.000650618 -0.0057034 0.0019159 internal_weight=324481 48.718 35.7916 28.4967 23.7884 12.9264 324433 18960.1 6499.06 5850.33 648.736 516.357 3813.2 2037.13 1964.03 1501.9 465.095 462.131 247.767 72.433 12461 6988.74 5827.58 5472.26 2428.85 2033.34 552.461 1064.53 464.869 304.845 internal_count=1411520 1063 448 357 274 615 1410457 112523 38351 35385 2966 2372 23588 11797 10729 6936 2167 3793 1154 766 74172 48271 41420 25901 12813 10318 3658 5384 2207 1784 is_linear=0 shrinkage=0.03 Tree=531 num_leaves=31 num_cat=0 split_feature=1 2 1 3 2 1 0 0 2 2 2 2 0 2 2 0 2 2 2 2 2 0 2 2 2 2 0 2 2 2 split_gain=2.52074 6.19603 7.92803 7.89182 6.58846 2.12243 1.99373 1.92749 20.7424 69.1524 29.2915 23.8758 21.4384 21.4047 19.803 19.4343 31.445 28.2056 16.9752 16.1073 12.4454 11.3482 40.3203 28.4048 25.9523 27.9163 31.5361 25.946 22.218 22.016 threshold=-52.499999999999993 72035.476562500015 -55.499999999999993 17.333499908447269 9644.7543945312518 -54.499999999999993 15.500000000000002 5.5000000000000009 39196.445312500007 33967.421875000007 13578.460937500002 35189.248046875007 4.5000000000000009 11873.722656250002 13836.183105468752 2.5000000000000004 19525.543945312504 15423.644531250002 15804.419433593752 36363.248046875007 14106.575683593752 3.5000000000000004 68532.378906250015 75297.019531250015 58108.183593750007 54303.691406250007 4.5000000000000009 72035.476562500015 43957.078125000007 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -3 -6 8 9 10 13 -11 19 -2 -12 18 17 -17 20 -13 -16 22 28 27 25 26 29 -24 -10 -23 right_child=7 5 -4 -5 6 -7 -8 -9 21 11 14 12 -14 -15 15 16 -18 -19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.026762072938826625 0.0010687897644830445 0.029245675411999423 0.028786127944970302 -0.041281274539171124 0.003958346931294 -0.0098215426084321284 0.027253961147056579 -2.1588900901626063e-05 0.011634407522049837 -0.021725122238716889 -0.018337856706217383 -0.024182385085639174 -0.0015879242337110073 0.013248829273704949 -0.00037418732573978248 -0.0013200716188523894 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1315 3027 750 446 2207 1784 37762 13088 2495 4934 1874 6416 3177 internal_value=-2.35417e-06 0.00684107 0.000463517 -0.00657533 0.000563708 0.0248938 0.00969048 -3.37586e-06 0.000290214 -0.00108379 -5.27169e-05 -0.0103734 -0.00745734 0.00149883 -0.00295786 -0.00238873 -0.00404367 -0.0105271 0.00299405 -0.0138222 0.0163764 0.00100718 0.00020608 0.001224 0.00203101 0.00434765 0.00293104 0.00771132 -0.00489681 -0.000631094 internal_weight=324471 48.4349 35.7909 28.6666 23.7759 12.644 17.823 324423 18950.2 6497.76 5848.6 649.155 516.482 3812.48 2036.12 1963.46 1501.75 464.855 461.714 247.784 72.0051 12452.4 6986.12 5824.29 5466.31 2423 2030.1 550.071 1161.82 1064.23 internal_count=1411520 1063 448 357 274 615 211 1410457 112523 38351 35385 2966 2372 23588 11797 10729 6936 2167 3793 1154 766 74172 48271 41420 25901 12813 10318 3658 6851 5384 is_linear=0 shrinkage=0.03 Tree=532 num_leaves=31 num_cat=0 split_feature=1 2 1 3 2 1 0 0 2 2 2 2 2 0 2 0 2 2 2 2 2 0 2 2 2 0 2 2 2 2 split_gain=2.39118 5.99992 7.6012 7.12475 6.11835 2.07781 1.93639 1.81538 19.5281 65.0222 27.5713 22.369 20.2134 20.1782 18.7777 18.2911 29.6142 26.5846 16.0901 15.2233 11.8819 10.6939 38.0084 24.5076 26.5562 29.7882 22.799 20.7 28.4401 18.8469 threshold=-52.499999999999993 72035.476562500015 -55.499999999999993 17.333499908447269 9644.7543945312518 -54.499999999999993 15.500000000000002 5.5000000000000009 39196.445312500007 33967.421875000007 13578.460937500002 35189.248046875007 12127.694824218752 4.5000000000000009 13836.183105468752 2.5000000000000004 19525.543945312504 15423.644531250002 15804.419433593752 36363.248046875007 14106.575683593752 3.5000000000000004 64691.324218750007 58108.183593750007 54303.691406250007 4.5000000000000009 43957.078125000007 47554.107421875007 42366.021484375007 42366.021484375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -3 -6 8 9 10 12 -11 -2 19 -12 18 17 -17 20 -13 -16 22 26 24 25 27 -10 28 -23 -27 right_child=7 5 -4 -5 6 -7 -8 -9 21 11 14 13 -14 -15 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.02541594188370945 0.0010710080748796457 0.029122623581501573 0.028601093939653675 -0.038634668632429252 0.0038522743703917647 -0.0094481392718617253 0.027000860135540278 -2.0941265234353877e-05 0.011322143496232163 -0.021031449067360056 -0.017891443458615906 -0.023490735680915711 0.013910882185506105 -0.0015396787094031678 -0.00036301944057883363 -0.0012804126676195446 -0.0011028338900625951 -0.015979679682261133 0.00050579628902780742 -0.0079238081920350468 0.025119917333854536 0.0044770794492316199 0.0010839611311731538 0.00018098038937301123 0.011392684844389375 0.0013031071641717536 -0.0066235511645558577 0.0030820537707224173 -0.010938283011819904 0.0099519625051427921 leaf_weight=6.0781341902911725 3698.0403371524299 10.948821299709378 6.9578332672826937 5.0661741294898084 13.39393509924412 1.4200129031669337 4.2952238619327536 305472.76440693391 68.615361879579723 132.93289254978299 72.242747060954571 87.289416834712029 113.74093667790294 268.80218237638474 25.677853472530842 182.13838120549917 1036.9823530316353 282.46093443036079 389.72022724337876 160.49134907871485 45.911204223521054 168.94270211458206 6022.7878969802987 3043.2110735476017 390.3348953537643 365.41149726510048 892.0083680562675 597.993373259902 297.19426430016756 597.61137793958187 leaf_count=63 22829 582 91 83 168 33 43 1297934 435 594 1068 404 759 1218 320 852 4769 1315 3027 750 446 852 42590 13088 2495 1767 5246 3177 1355 3167 internal_value=-2.2778e-06 0.00668196 0.000457151 -0.00633429 0.000550771 0.0246945 0.00947314 -3.2701e-06 0.00028173 -0.00105148 -5.11454e-05 -0.0100565 0.00145414 -0.00723226 -0.00287053 -0.0023177 -0.00392284 -0.0102171 0.00290712 -0.0134078 0.0159796 0.000977732 0.000200057 0.00197226 0.00422718 0.00284744 -0.00534173 -0.000612122 -0.00535127 0.00667022 internal_weight=324461 48.1601 35.7913 28.8335 23.7673 12.3688 17.6892 324413 18940.5 6496.43 5846.91 649.516 3811.78 516.583 2035.13 1962.89 1501.58 464.599 461.309 247.781 71.5891 12444.1 6983.41 5460.7 2417.49 2027.15 960.624 1064.13 466.137 963.023 internal_count=1411520 1063 448 357 274 615 211 1410457 112523 38351 35385 2966 23588 2372 11797 10729 6936 2167 3793 1154 766 74172 48271 25901 12813 10318 5681 5384 2207 4934 is_linear=0 shrinkage=0.03 Tree=533 num_leaves=31 num_cat=0 split_feature=1 2 1 3 2 1 0 0 2 2 2 2 2 0 2 0 2 2 2 2 1 1 0 2 2 2 2 2 0 1 split_gain=2.26805 5.80874 7.2893 6.4501 5.68745 2.03445 1.88033 1.70958 18.3842 61.1445 25.9519 20.9673 19.1026 18.9944 17.7987 17.2152 27.8913 25.059 15.2485 14.3917 11.5818 10.3706 10.08 35.9264 26.8853 24.7752 23.1484 25.2524 28.14 21.333 threshold=-52.499999999999993 72035.476562500015 -55.499999999999993 17.333499908447269 9644.7543945312518 -54.499999999999993 15.500000000000002 5.5000000000000009 39196.445312500007 33967.421875000007 13578.460937500002 35189.248046875007 11873.722656250002 4.5000000000000009 13836.183105468752 2.5000000000000004 19525.543945312504 15423.644531250002 15804.419433593752 36363.248046875007 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 68532.378906250015 75297.019531250015 72035.476562500015 58108.183593750007 54303.691406250007 4.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -3 -6 8 9 10 12 -11 -2 19 -12 18 17 -17 20 -13 -16 -18 23 -10 25 29 27 28 -24 -25 right_child=7 5 -4 -5 6 -7 -8 -9 22 11 14 13 -14 -15 15 16 21 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.024166413341792425 0.001004885113434589 0.02899944056512456 0.028416617499973731 -0.036248568708706783 0.0037487213940693644 -0.0090919259216601829 0.026748917902911951 -2.0313008711296706e-05 -0.0046214726962151079 -0.020364746590114616 -0.017451191414847713 -0.022822104179295401 0.012525011731993907 -0.001492917109231582 0.027484448868031763 -0.001241948111401574 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1315 3027 750 267 300 5384 1648 37762 1874 13088 2495 4934 136 internal_value=-2.20475e-06 0.00652609 0.000450507 -0.00610434 0.000538014 0.0244943 0.00925945 -3.16845e-06 0.000273474 -0.00102014 -4.96219e-05 -0.00975008 0.00141077 -0.00701429 -0.00278576 -0.00224878 -0.00380567 -0.00991647 0.00282265 -0.0130069 0.0155904 -0.00106966 0.000949097 0.000194126 0.00115589 0.00748331 0.00191534 0.00411061 0.00276678 0.00177483 internal_weight=324452 47.8886 35.7877 28.9923 23.7573 12.1009 17.5586 324404 18931.3 6495.11 5845.29 649.824 3811.13 516.661 2034.16 1962.31 1501.4 464.329 460.915 247.758 71.1846 1037.07 12436.1 6981.32 5819.13 547.508 5454.83 2411.71 2023.88 304.145 internal_count=1411520 1063 448 357 274 615 211 1410457 112523 38351 35385 2966 23588 2372 11797 10729 6936 2167 3793 1154 766 4769 74172 48271 41420 3658 25901 12813 10318 1784 is_linear=0 shrinkage=0.03 Tree=534 num_leaves=31 num_cat=0 split_feature=1 2 1 3 2 1 3 0 2 1 2 2 1 1 0 2 1 2 2 0 2 0 0 2 2 2 0 0 2 2 split_gain=2.15104 5.62239 6.99146 5.85392 5.29172 1.99228 1.8255 1.61097 11.9975 21.4433 14.8073 11.554 11.4419 11.1565 15.8373 16.572 9.63794 9.87309 8.3728 7.78042 6.90496 8.7759 10.4372 6.87971 14.2811 22.2883 34.2554 16.4907 15.3443 13.3162 threshold=-52.499999999999993 72035.476562500015 -55.499999999999993 17.333499908447269 9644.7543945312518 -54.499999999999993 5.4584999084472665 74.500000000000014 417.75494384765631 1.5000000000000002 257.27976989746099 245.54091644287112 -2.4999999999999996 -2.4999999999999996 81.500000000000014 282.07974243164068 1.0000000180025095e-35 219.02408599853518 440.65109252929693 79.500000000000014 228.54534149169925 77.500000000000014 75.500000000000014 55938.710937500007 15804.419433593752 21398.625000000004 79.500000000000014 86.500000000000014 17918.074218750004 35189.248046875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -3 -6 -2 9 10 11 16 18 -12 15 -15 20 -18 -10 -17 21 22 -9 24 -14 26 28 -27 -26 -29 right_child=7 5 -4 -5 6 -7 -8 8 12 -11 13 -13 23 14 -16 19 17 -19 -20 -21 -22 -23 -24 -25 25 27 -28 29 -30 -31 leaf_value=-0.023003671930376533 -1.981382026727665e-05 0.0288760384842606 0.028232559409276294 -0.034086445226496058 0.02649798017788476 -0.0087518838842826491 0.0036476465420959264 0.020595686726264058 -0.019742901203308107 -0.0086482120316097762 -0.0099225648003995696 -0.022002590650926367 0.00012774486564598873 0.043225127554767123 0.0013306264159549284 0.011288352899117247 -0.0060279618998220312 0.024160452194277093 0.003405946942654183 0.027915392870728868 -0.009180102668223819 0.019327295867716417 -0.0089545984241995412 0.0011668258110713757 -0.0054359955990634125 0.00099550487620274786 -0.0027724522464824177 -0.00092010196663464081 -0.023623852467370435 -0.0092042444117512931 leaf_weight=6.3148672319948735 305245.31875031814 10.397937648231162 6.6368839940987518 5.3974493825808159 4.120694391429427 1.4420384694822121 13.310610093176363 16.909626170992851 14.248991712927817 101.59672679007053 22.821946561336517 18.484933748841286 11180.599673312157 18.541322499513626 92.656167536973953 179.65724204480648 110.66982214152813 10.692241102457045 1072.9325890764594 29.48590712249279 16.908798471093178 57.495941862463951 29.566276296973228 3282.0871266461909 61.610840782523155 1506.5914312899113 487.08259476721287 398.3222120217979 129.48611833155155 310.97188309207559 leaf_count=63 1328502 582 91 83 43 33 168 72 60 509 102 84 47257 77 408 742 541 48 4843 122 68 258 123 14636 249 6151 2024 1722 524 1335 internal_value=-2.13303e-06 0.0063734 0.000443641 -0.00588474 0.000525447 0.0242932 0.00904938 -3.06895e-06 0.000263847 0.00410331 0.00624859 0.000859239 0.000116987 0.0103433 0.0117871 0.0160424 0.00260377 -0.0033683 0.00310255 0.0136325 0.00859962 0.0114911 0.00179687 -7.00212e-05 -0.000358443 -0.00223673 -0.00699563 -0.000780248 -0.01776 -0.00455207 internal_weight=324442 47.6205 35.7805 29.1436 23.7462 11.84 17.4313 324395 19149.4 705.487 603.89 260.728 18443.9 343.163 320.341 227.684 242.243 121.362 1087.18 209.143 120.881 103.972 46.4759 17356.8 14074.7 2894.07 678.18 2215.89 191.097 709.294 internal_count=1411520 1063 448 357 274 615 211 1410457 81955 3154 2645 1194 78801 1451 1349 941 1110 589 4903 864 521 453 195 73898 59262 12005 2797 9208 773 3057 is_linear=0 shrinkage=0.03 Tree=535 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 2 2 0 2 2 0 2 2 1 2 0 2 2 2 0 0 2 2 0 1 2 0 1 2 split_gain=3.0553 18.1067 14.1299 43.9752 24.5935 44.2095 67.8274 66.9367 60.3038 43.4332 39.6767 28.3722 31.7236 26.7762 26.2464 25.2332 30.7549 24.4845 24.3208 19.0395 18.9439 20.6981 35.4422 38.1485 18.2921 18.2821 18.1557 22.2727 17.9832 17.9895 threshold=16.500000000000004 8.5000000000000018 99995.847656250015 2.5000000000000004 12411.391601562502 12.500000000000002 17012.167968750004 16543.466796875004 2.5000000000000004 15423.644531250002 29455.711914062504 13.500000000000002 14427.237304687502 15066.298339843752 3.5000000000000004 3267.230346679688 4.5000000000000009 4246.3449707031259 84255.890625000015 79162.558593750015 2.5000000000000004 9.5000000000000018 13578.460937500002 12986.766601562502 9.5000000000000018 2.5000000000000004 14763.748535156252 4.5000000000000009 -18.499999999999996 3527.054809570313 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 14 6 20 9 -8 11 -9 -7 -13 -14 15 -1 -17 25 19 -10 -6 26 23 -23 -20 28 27 -22 -18 -30 right_child=-2 -3 3 -5 5 7 8 10 18 -11 -12 12 13 -15 -16 16 17 -19 24 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0006726926276307266 -4.2305810951684998e-05 0.0060766825686100557 0.0026654119649893279 -0.0016554134799784215 0.0046723712621384852 0.00011025245849032635 -0.0038375945768887366 -0.010234499581112388 0.0015617511503429654 0.014713277838192136 0.0010184610675706828 0.0048480718520865574 0.017231684827842521 -0.0079829789632453914 -0.0054519507305055273 0.0021828751539233479 0.021276271266626155 -0.00083141164170706932 0.010957523367711596 -0.0069247194510313184 0.010325315050769047 0.0021075725381359163 -0.0009832060273239527 -0.01772145353170658 0.00069502305998670356 0.0079900315625956262 -0.011978286998068334 -0.0070844833869137484 0.00091757938487991545 -0.0055970542844388802 leaf_weight=16562.040294844657 252857.71568133263 465.57908394932747 2675.6655044427607 10206.152164440602 235.4033079398796 862.73205467686057 2006.9792275973596 321.60769620537758 15537.672827806324 448.20125291123986 2289.5905348211527 1743.5953044779599 338.15908607468009 42.688907787203789 849.05725663900375 2144.0288481003372 24.319169245660305 7597.6360786892474 431.53435826301575 241.62693099677563 84.909767523407936 132.80523509532213 1912.170854344964 254.95847170054913 245.09588649123907 110.78349626064301 482.07271135598421 299.08613000810146 448.3485022932291 2558.1426082551479 leaf_count=75473 1070730 1998 25281 42825 2772 3686 11993 1314 72640 1991 9296 7395 1492 178 3793 15368 158 32173 1831 1017 410 558 8057 1062 987 480 2153 1295 1946 11005 internal_value=6.66932e-06 0.000179741 0.000141119 -0.00075794 0.000340097 0.000982555 0.000354671 0.00325297 0.00107186 0.00600486 -0.000367508 0.00469824 0.00656141 0.0144054 -0.000251814 -0.000101868 -0.0010976 -0.00175253 0.00167062 0.0014318 -0.00353826 -0.00414875 -0.00266025 -0.0109302 0.00724014 -0.00398017 -0.00810162 -0.0032348 -0.00441771 -0.00462555 internal_weight=324410 71552.6 71087.1 12881.8 58205.2 27910.9 21864.3 6046.57 18462.9 3435.38 2611.2 2987.18 2124.44 380.848 30294.4 29445.3 12883.3 10739.2 16455.9 15779.3 3401.41 3166 2299.93 387.764 676.63 3141.59 866.069 383.996 3030.81 3006.49 internal_count=1411357 340627 338629 68106 270523 130127 104775 25352 88468 14742 10610 12751 9065 1670 140396 136603 61130 45762 76475 73657 16307 13535 9677 1620 2818 13589 3858 1705 13109 12951 is_linear=0 shrinkage=0.03 Tree=536 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 2 2 0 2 2 0 2 2 1 2 0 2 2 1 2 2 0 0 2 0 2 1 2 0 split_gain=2.87583 17.0322 13.298 41.3971 23.1508 41.6439 63.8089 63.1182 56.7537 41.1767 37.2954 26.7638 30.0855 25.352 24.7366 23.7414 28.9376 23.0838 22.9113 17.9906 19.3522 17.9086 17.8175 19.4684 33.8464 17.7309 26.9362 17.3498 27.3333 22.2653 threshold=16.500000000000004 8.5000000000000018 99995.847656250015 2.5000000000000004 12411.391601562502 12.500000000000002 17012.167968750004 16543.466796875004 2.5000000000000004 15423.644531250002 29455.711914062504 13.500000000000002 14427.237304687502 15066.298339843752 3.5000000000000004 3267.230346679688 4.5000000000000009 3755.7348632812505 84255.890625000015 2.5000000000000004 3527.054809570313 79162.558593750015 2.5000000000000004 9.5000000000000018 14763.748535156252 1.5000000000000002 16543.466796875004 1.5000000000000002 72035.476562500015 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 14 6 22 9 -8 11 -9 -7 -13 -14 15 -1 -17 19 21 20 -18 27 25 -24 -25 26 -6 28 29 -10 right_child=-2 -3 3 -5 5 7 8 10 18 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00065255490940172251 -4.1036644315928659e-05 0.0058930669886151869 0.0025884787165077125 -0.0016056715627914039 -0.0062856306772858944 0.00010694740731260209 -0.0037228022057671827 -0.0099172963099378487 -0.0029002848135374899 0.014331659381330511 0.00098797995225917987 0.0047067997598206962 0.016793872190886378 -0.0077331051797858387 -0.0052965757399332436 0.002118126319006429 0.00096501452928151135 -0.0009260675850465116 0.0070293242813166314 0.0095856940019243223 -0.005922890378053291 -0.0067123898695332545 -0.0078558566778330393 -0.0070293540388400447 0.00039589682791399861 0.015332465857824936 0.034068020185815888 0.003814996589952822 0.0073689870509816083 0.0012158888879512659 leaf_weight=16560.959280952811 252857.61086722137 465.6813900321722 2672.5804526975844 10206.651267774403 132.22755181603134 862.71388132497668 2006.8012668341398 321.93237539380789 1323.2927634753287 446.36000110954046 2289.423844344914 1742.0740401558578 336.58961089327931 42.74535346031189 847.76534000039101 2143.2937137434492 449.32188196480274 8202.2833723090589 676.02894896268845 82.432627350091934 2006.4485892951488 241.78954081237316 866.35896033793688 921.92812499403954 1378.8001776859164 86.515486821532249 16.775985622778535 2481.2546392381191 593.37160805240273 11133.862170625478 leaf_count=75473 1070730 1998 25281 42825 2095 3686 11993 1314 6687 1991 9296 7395 1492 178 3793 15368 1954 34723 2818 359 8726 1017 3858 3852 5825 507 170 10381 3911 51661 internal_value=6.47456e-06 0.000174407 0.000136937 -0.00073534 0.000329987 0.000953472 0.000344135 0.00315802 0.00104009 0.0058333 -0.000356441 0.00456213 0.00637392 0.0140301 -0.000244272 -9.88077e-05 -0.00106462 -0.00169974 0.00162114 -0.0041999 -0.00466264 0.00138936 -0.00343084 -0.00402284 -0.00257949 0.00452994 -0.0017423 0.00151548 0.00107828 0.000778638 internal_weight=324396 71538.3 71072.6 12879.2 58193.4 27900.8 21859 6041.84 18456.4 3430.48 2611.36 2984.12 2121.41 379.335 30292.5 29444.7 12883.8 10740.5 16449.6 2538.2 2455.77 15773.6 3402.61 3167.09 2300.73 235.519 149.004 15531.8 13050.5 12457.2 internal_count=1411357 340627 338629 68106 270523 130127 104775 25352 88468 14742 10610 12751 9065 1670 140396 136603 61130 45762 76475 11039 10680 73657 16307 13535 9677 2772 2265 72640 62259 58348 is_linear=0 shrinkage=0.03 Tree=537 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 2 2 0 2 2 0 2 2 1 2 0 2 2 0 1 0 2 2 1 1 2 1 0 0 split_gain=2.70687 16.0219 12.5148 38.9697 21.7928 39.2269 60.0347 59.5184 53.4121 40.4605 35.237 25.246 28.5328 24.0037 23.6096 27.0515 28.8347 27.9609 21.5724 17.2834 17.0884 17.0603 32.1683 28.0986 32.3092 20.0399 16.8453 16.8276 16.7616 18.3082 threshold=16.500000000000004 8.5000000000000018 99995.847656250015 2.5000000000000004 12411.391601562502 12.500000000000002 17012.167968750004 17466.614257812504 2.5000000000000004 29455.711914062504 15423.644531250002 13.500000000000002 14427.237304687502 15066.298339843752 2.5000000000000004 3267.230346679688 4.5000000000000009 4246.3449707031259 84255.890625000015 9.5000000000000018 -18.499999999999996 14.500000000000002 13836.183105468752 13264.737792968752 -1.4999999999999998 -9.4999999999999982 79162.558593750015 -9.4999999999999982 2.5000000000000004 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 14 6 28 10 -8 -9 11 -7 21 -14 15 -1 -17 20 26 -20 -18 -13 23 -23 25 -25 -10 -22 -6 -30 right_child=-2 -3 3 -5 5 7 8 9 18 -11 -12 12 13 -15 -16 16 17 -19 19 -21 27 22 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.00076672663404986493 -3.9805562669979155e-05 0.0057151225389191285 0.0025136893838685675 -0.0015574280537859972 0.004400251442422877 0.00010374120183582482 -0.0036114423601204203 -0.010912072908927296 0.0014705733908280856 0.00095841012452650123 0.013224191381431683 0.001514850164041981 0.016367321783777061 -0.0074915853616985811 -0.0038223274415397379 0.0021025048075239807 0.02100541983680209 -0.00074078706674340369 0.010442778901587462 0.00046325442570516976 -0.017323051791023867 0.0055019373342720824 -0.011968736485151132 0.026063167855321274 0.021945620249959937 -0.024378535475111811 -0.0065068444664412237 -0.0039775373622063367 -0.0076170129183556539 -0.0025012627851251357 leaf_weight=16225.238369314 252857.50916175731 465.77385532855988 2669.5822581893299 10207.123608253896 235.17606154642999 862.69624705612659 2006.6239352407865 291.31117574870586 15526.169041544199 2289.2610754072666 475.45398419722915 845.84137070924044 335.02465461939573 42.798877656459808 1567.4254815280437 2114.970685824519 24.083143338561058 7351.1990710794926 430.53262989223003 245.11186807602644 87.58443258702755 577.37469733133912 70.659748077392578 10.051221415400503 212.60426515340805 24.049154609441757 241.94225007295609 2920.517495200038 866.71372662484646 2301.4645505845547 leaf_count=73963 1070730 1998 25281 42825 2772 3686 11993 1187 72640 9296 2118 3587 1492 178 6915 15251 158 31158 1831 987 426 2445 298 64 886 115 1017 12525 3858 9677 internal_value=6.28539e-06 0.000169229 0.000132877 -0.000713409 0.000320175 0.000925251 0.000333915 0.00306582 0.00100924 -0.000381604 0.00563958 0.00442992 0.00619171 0.0136646 -0.000236956 -4.13053e-05 -0.00109028 -0.00174062 0.0015731 0.00682238 -0.00416459 0.00456957 0.00745736 0.00912302 0.0175976 -0.00951064 0.00134817 -0.00436611 -0.00332716 -0.00390077 internal_weight=324382 71524.4 71058.6 12876.7 58181.9 27890.9 21853.7 6037.13 18450.4 2580.57 3456.55 2981.1 2118.4 377.824 30291 28723.6 12498.4 10383.4 16443.8 675.644 3032.19 1740.58 894.739 824.079 246.705 34.1004 15768.1 3008.1 3403.35 3168.18 internal_count=1411357 340627 338629 68106 270523 130127 104775 25352 88468 10483 14869 12751 9065 1670 140396 133481 59518 44267 76475 2818 13109 7395 3808 3510 1065 179 73657 12951 16307 13535 is_linear=0 shrinkage=0.03 Tree=538 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 2 0 0 1 2 2 2 2 1 0 3 2 0 0 2 2 0 0 0 2 0 2 0 split_gain=2.6645 7.49273 31.3182 78.2182 26.1749 24.7327 21.1937 32.5644 29.9497 19.624 20.8494 21.3446 18.5775 18.0027 17.2151 16.8215 12.8621 12.6781 12.3825 10.9318 16.8054 31.4701 22.8234 10.5168 19.291 29.4599 13.5088 10.8149 9.97902 28.2452 threshold=65.500000000000014 11617.274414062502 16543.466796875004 74.500000000000014 4326.6347656250009 77.500000000000014 8226.4770507812518 6409.8125000000009 66.500000000000014 74.500000000000014 -5.4999999999999991 6261.4145507812509 4905.5217285156259 4076.2145996093755 11333.392578125002 -11.499999999999998 84.500000000000014 9.5555000305175799 5342.6640625000009 87.500000000000014 82.500000000000014 7510.0949707031259 5006.9262695312509 78.500000000000014 69.500000000000014 70.500000000000014 4246.3449707031259 73.500000000000014 5579.1726074218759 67.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 13 6 7 9 -8 10 -6 28 -11 17 19 -4 -5 -2 -14 20 21 22 -7 24 -15 26 -26 -27 -12 -30 right_child=1 2 15 16 5 14 8 -9 -10 12 11 -13 18 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=3.5183082782372278e-05 -0.0006301304146946095 -0.014934499067660817 0.020515053873495705 0.0053287011736235295 -0.01316789589158133 0.012950648822276386 -0.023244595677758745 0.0087520984889907488 0.00012615791287441241 -0.025310743174433617 0.0020970979011946493 0.019451028991280352 0.0089864075332220933 -0.010351751597417146 0.012931399155936522 -0.00030915367019114265 -0.0022398503593949286 0.0038981660715331923 -0.0041614959353895196 0.0039808047427294119 -0.0052611826935144461 0.0028988430294700084 -0.0080620169894822478 -0.01623425791331801 0.013257834138251974 -0.010845086734975815 0.049449765043497018 0.016535985216174116 -0.038178859250107236 0.0077266379595928424 leaf_weight=291073.00288716797 14583.056570727378 478.13857983052731 35.045700922608376 267.61902478337288 67.726948603987694 51.587199479341507 61.14607036113739 880.17148275673389 255.81624592840672 32.521188572049141 1764.1345221400261 75.10674199461937 78.491668432950974 191.23618660867214 82.760619416832924 9120.8622530647554 825.20423320680857 578.52571823447943 360.8006279617548 353.10719757527113 790.9500956684351 1121.0516778081656 473.83250495791435 85.432173788547516 27.60708948969841 66.730426669120789 13.983168333768843 16.118650108575821 12.337012335658072 543.29744537174702 leaf_count=1270155 62492 1936 266 1088 307 209 250 3624 1037 132 7167 311 319 778 342 39013 3441 2575 1469 1538 3263 4575 1922 372 112 271 58 65 50 2220 internal_value=6.10303e-06 -0.000248126 -0.000900898 -0.00481427 6.2151e-05 0.00158503 0.00307162 0.00369099 -0.00438236 0.00217292 0.00324677 0.00371097 -0.00343197 -0.000623304 -0.000552564 -0.000229446 -0.000386405 -0.000457343 -0.00181226 -0.000952467 -0.00166715 5.93966e-05 -0.00599893 -0.00689651 -0.00436941 0.00482416 0.025426 -0.00551798 0.00320136 0.00670738 internal_weight=324367 33294.4 10726.9 1570.96 22567.5 7004.84 4131.55 3814.59 316.962 2934.42 2462.6 2394.88 471.813 15562.7 2873.29 9155.91 1092.82 15161.6 439.292 2790.53 2437.42 1646.47 525.42 401.108 315.676 124.439 41.5903 82.8491 2319.77 555.634 internal_count=1411357 141202 45744 6465 95458 28735 16886 15599 1287 11975 10055 9748 1920 66723 11849 39279 4529 65067 1788 11507 9969 6706 2131 1656 1284 506 170 336 9437 2270 is_linear=0 shrinkage=0.03 Tree=539 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 2 2 1 0 1 3 2 0 2 2 3 0 0 3 1 2 0 2 2 1 2 3 0 2 1 split_gain=2.51993 15.0717 11.9877 17.6821 26.7293 51.0843 27.4349 23.8179 22.6858 24.9704 21.2092 52.1747 43.8618 41.4556 20.2993 25.3388 18.8951 29.1746 18.8696 16.709 16.1495 82.3449 16.081 13.9983 13.9821 13.7214 13.8813 23.3805 49.4857 19.1939 threshold=16.500000000000004 8.5000000000000018 99995.847656250015 15423.644531250002 2.6375000476837163 19525.543945312504 39196.445312500007 1.5000000000000002 72.500000000000014 19.500000000000004 2.1755000352859502 21398.625000000004 37.500000000000007 50009.173828125007 16543.466796875004 2.5095000267028813 77.500000000000014 73.500000000000014 1.1054999828338625 -7.4999999999999991 17012.167968750004 34.500000000000007 15804.419433593752 58108.183593750007 1.0000000180025095e-35 39196.445312500007 1.532000005245209 64.500000000000014 18984.831054687504 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 10 16 7 19 9 -9 12 14 20 -13 15 -12 17 24 -14 -7 21 -5 -18 -15 -6 26 -20 28 29 -28 right_child=2 -3 -4 4 5 6 -8 8 -10 -11 11 13 18 23 -16 -17 22 -19 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00012788911352323311 3.135872978355739e-05 0.0055416003170738566 0.0014652032252469821 0.013723519059716027 -0.0039315790576358407 -0.0068777148818169919 -0.0023226750006982129 0.0060768877688168223 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1744.7680746242404 515.06960844248533 943.49236975610256 1112.9867505133152 24.107248485088348 leaf_count=338629 917021 1998 20449 1080 2074 1397 29041 2547 1650 231 602 8913 4369 1422 3174 229 204 499 16669 18052 14864 1194 1818 3418 1737 7361 2110 3897 4604 104 internal_value=5.92147e-06 0.000163157 -3.85464e-05 -6.69211e-05 -0.000719392 -0.00167921 -0.0010615 0.00045336 0.00448601 0.00776085 5.20837e-05 0.00187188 -0.000530297 9.70865e-05 0.00793107 -0.000493401 -0.00682051 -0.00905516 0.000606701 -0.000451969 -0.00307487 0.00169406 -0.00191965 0.00462682 -0.00726568 0.00108494 0.000461411 -0.00124937 -0.003401 -0.0108606 internal_weight=324364 71509.7 252854 248171 32487.8 14476.8 12924 5871.5 1076.48 687.651 18011 4366.57 13644.4 3377.32 989.246 204.265 1552.78 1066.49 9430.54 4795.02 4213.88 554.926 486.288 1181.98 943.741 8367.8 6623.03 2595.66 1652.16 539.177 internal_count=1411357 340627 1070730 1050281 133260 59250 52918 23877 4428 2778 74010 17758 56252 13753 4005 831 6332 4310 39114 19449 17138 2274 2022 4840 3811 34745 27384 10715 6818 2214 is_linear=0 shrinkage=0.03 Tree=540 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 3 2 1 1 0 0 2 3 2 3 0 1 2 2 2 0 0 2 0 0 2 0 2 2 0 split_gain=2.49847 29.9518 36.2297 21.4094 34.5685 21.5601 23.72 18.9797 18.0016 19.1861 34.7116 17.4587 49.4146 35.8008 86.3014 20.2327 18.1358 17.2848 16.1257 28.0299 19.6022 15.6857 15.1769 37.1822 33.0285 23.9071 29.7467 14.4985 14.0354 14.0234 threshold=8.545499801635744 20724.130859375004 12715.829589843752 18421.471679687504 10.80550003051758 40.666500091552741 13836.183105468752 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 4.5000000000000009 32790.857421875007 14.476500034332277 26764.801757812504 12.393000125885012 8.5000000000000018 -3.4999999999999996 30553.010742187504 8055.6518554687509 10120.596191406252 89.500000000000014 91.500000000000014 31791.298828125004 4.5000000000000009 3.5000000000000004 27647.242187500004 1.5000000000000002 10603.448730468752 17466.614257812504 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 5 -5 8 -7 18 9 10 28 12 13 14 -3 17 -16 -15 -2 -20 27 -22 25 24 -24 -14 -27 -21 -4 -13 right_child=1 11 3 4 -6 6 -8 -9 -10 -11 -12 29 22 15 16 -17 -18 -19 19 20 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.2366668313898495e-05 -0.00072387762178177206 0.0043046667743705134 0.010144421386162283 0.002864869374186165 -0.0070352369659339858 -0.0093393410191395087 0.0099955502121677909 -0.007882666248593604 -0.0093249615901013234 0.0016733275264348413 -0.01127908364116104 0.00043181385388707538 -0.00028769857589461343 0.0065262601743526875 0.015529409495415277 -0.003124750622180521 -0.010061373281085433 0.01436841890099717 0.0065331590332874025 -0.010911675631085313 0.038912545360227507 0.00513013803739452 0.0018641724339623121 0.010582499603584587 -0.039893131443844411 0.023036212286808352 -0.0090518487107680325 -0.00062900341602185677 -0.021989528400248138 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0.00850001 -0.000368811 0.00252176 -0.00154352 0.0148883 -0.00225223 0.00418527 -0.0144739 -0.0033833 -0.00773945 -0.00294092 0.00664722 -3.1327e-05 internal_weight=324475 45193 18045 3595.27 1346.48 2248.79 243.6 14449.8 2005.19 919.077 550.183 27148 6068.34 4192.4 2699.57 1492.84 565.291 1343.06 14140.6 1546.96 768.318 60.2184 1875.94 280.346 71.5761 1595.59 662.84 708.1 126.132 21079.6 internal_count=1411964 224791 85232 17650 5896 11754 3029 67582 8725 4134 2522 139559 27252 18010 11530 6480 2467 5852 66113 7264 3662 260 9242 1355 417 7887 3085 3402 609 112307 is_linear=0 shrinkage=0.03 Tree=541 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 1 3 0 1 2 3 2 3 0 1 2 2 2 0 0 2 0 0 2 0 2 0 2 2 0 split_gain=2.35078 28.1843 34.0953 20.1529 32.5103 20.3484 28.4591 34.3808 17.9184 16.4399 46.5343 33.789 81.1988 19.1869 17.0903 16.5373 15.1751 26.3909 18.4487 14.8138 14.2804 35.0383 31.1093 22.4432 27.8896 13.629 13.1946 26.1809 57.417 29.2708 threshold=8.545499801635744 20724.130859375004 12715.829589843752 18421.471679687504 10.80550003051758 1.0000000180025095e-35 21.500000000000004 9.5000000000000018 3.5000000000000004 32790.857421875007 14.476500034332277 26764.801757812504 12.393000125885012 9.5000000000000018 -3.4999999999999996 30553.010742187504 8055.6518554687509 10120.596191406252 89.500000000000014 91.500000000000014 31791.298828125004 4.5000000000000009 3.5000000000000004 27647.242187500004 1.5000000000000002 10603.448730468752 6.5000000000000009 75297.019531250015 99995.847656250015 92.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 5 -5 6 7 -4 16 10 11 12 -3 15 -14 -13 -2 -18 25 -20 23 22 -22 -12 -25 -19 -11 -28 29 -29 right_child=1 9 3 4 -6 -7 -8 -9 -10 26 20 13 14 -15 -16 -17 17 18 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=-1.1995689799668477e-05 -0.00070211955398663116 0.0041785162380166482 -0.010901900316520535 0.0027802865679320567 -0.0068194091909221672 -0.0081202394774001034 0.0067675519474400137 0.0016916439483904159 -0.0076689450415296729 0.00041890919460938592 -0.00027906423402265275 0.0061953039063397056 0.01518797340965842 -0.0045672972833535252 -0.0097498551343296012 0.013753446044175301 0.0063408858234564108 -0.010576965893876692 0.037828153096248637 0.0049744886154300593 0.0018084663644777918 0.010288493698945746 -0.038728573438619809 0.022216306677125146 -0.0087684406399337108 -0.00061010698682974467 -0.00561504371106463 0.0092116967687904255 -0.0017826805682333699 -0.012642127657756302 leaf_weight=279282.39208083949 12594.380595111288 2132.7711401879787 425.53752280771732 833.5979320704937 512.83275369275361 1227.2465457767248 235.17923669610173 360.28871209174395 308.26713248342276 15517.833492821315 932.76635819952935 1024.3209561109543 25.920846074819565 116.40964012593031 539.6859512925148 349.41646728664637 778.18750961311162 159.31540250591934 17.356709584593773 42.838895931839943 43.565937526524067 208.30065251141787 27.98200199753046 27.264843167737126 636.57578061521053 548.91694375127554 1024.7848978061229 668.63459348678589 3806.6848524208181 60.119445292279124 leaf_count=1187173 58849 9063 1913 3539 2357 6217 2046 1578 1469 88706 4802 4440 151 487 2316 1553 3602 781 73 187 297 938 120 216 2869 2621 4378 2763 16182 278 internal_value=-4.44764e-05 -0.000245226 -0.00116416 -0.0037787 -0.000876076 -0.00551701 -0.00238794 -0.00512796 -0.000513711 0.000365653 0.00174204 0.0035009 0.00149855 0.0071268 -0.00860699 0.00811775 -0.00035773 0.0024467 -0.00149695 0.0144475 -0.002184 0.00406714 -0.0140453 -0.00327968 -0.00749585 -0.00285213 -3.03885e-05 -0.00128432 -0.000305788 0.00740884 internal_weight=324469 45187 18043.9 3594.68 1346.43 2248.25 1021.01 785.826 14449.3 27143 6064.98 4188.53 2698.38 1490.15 565.607 1373.74 14141 1546.62 768.428 60.1956 1876.46 279.849 71.5479 1596.61 663.841 708.232 21078.1 5560.22 4535.44 728.754 internal_count=1411964 224791 85232 17650 5896 11754 5537 3491 67582 139559 27252 18010 11530 6480 2467 5993 66113 7264 3662 260 9242 1355 417 7887 3085 3402 112307 23601 19223 3041 is_linear=0 shrinkage=0.03 Tree=542 num_leaves=31 num_cat=0 split_feature=1 2 1 0 1 2 0 2 1 2 1 2 1 0 0 1 1 2 2 2 2 0 2 2 2 2 2 2 1 2 split_gain=2.3024 4.26219 3.5245 10.1082 2.78716 8.92044 8.99741 5.07714 6.48983 6.25654 4.96189 7.1942 4.32992 4.21069 2.60419 11.5221 2.93164 3.35835 2.60774 2.76449 5.04476 3.38018 4.38535 16.4378 11.5099 4.4841 7.03153 3.96017 3.09448 5.8333 threshold=80.000000000000014 14106.575683593752 75.500000000000014 85.500000000000014 56.500000000000007 1637.6347656250002 80.500000000000014 9188.5839843750018 58.500000000000007 15066.298339843752 63.500000000000007 6261.4145507812509 69.500000000000014 67.500000000000014 94.500000000000014 22.500000000000004 2.5000000000000004 45473.716796875007 1768.4891357421877 2428.711791992188 2643.0056152343755 95.500000000000014 18984.831054687504 29455.711914062504 14106.575683593752 43957.078125000007 54303.691406250007 11333.392578125002 1.0000000180025095e-35 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 14 -6 7 8 -7 -9 13 -12 -8 -10 -1 16 18 -18 -16 -20 -21 22 24 -24 27 -25 -27 -22 29 -23 right_child=1 -3 3 -5 5 6 12 9 10 -11 11 -13 -14 -15 15 -17 17 -19 19 20 21 28 23 25 -26 26 -28 -29 -30 -31 leaf_value=-3.6569705395546487e-05 -0.032311841612862935 -0.0032530122246979443 -0.0039522522914888589 0.034968974711118365 0.023934172050487441 -0.021380709340308585 -0.00025800397818738545 -0.035060720819239055 0.014196298535322258 -0.0097028304932393443 -0.018269092166472146 0.0070943932313348836 0.024965829224349288 -0.0070246748731206503 -0.014939573538251991 -0.022684219436704789 -0.0043699833457840733 0.010155029327414383 0.011713131682657512 -0.02113233797368733 -0.0022927608662593186 0.0054739474082830348 0.03858016707793565 -0.0085774544984197794 -0.027064430748960377 0.025557937743969281 0.0018664778776393289 0.017219382439778216 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-0.00155486 -0.0013499 -0.00157593 -0.00129565 0.00135417 0.0037166 -0.00454766 0.0016175 0.00369357 0.00113761 -0.00270154 0.000474418 internal_weight=324462 34.3757 324428 25.2855 324402 173.128 163.317 138.593 96.4909 42.1024 79.2519 41.9672 24.7234 37.2847 324229 941.688 918.89 63.3387 855.552 842.649 828.316 816.612 283.074 202.154 80.92 190.674 158.415 64.6072 533.538 181.95 internal_count=1411964 347 1411617 130 1411487 725 685 570 394 176 324 171 115 153 1410762 4373 4262 301 3961 3904 3841 3791 1242 877 365 825 685 289 2549 814 is_linear=0 shrinkage=0.03 Tree=543 num_leaves=31 num_cat=0 split_feature=2 1 3 0 3 3 0 0 0 0 1 0 2 1 1 0 1 0 0 2 1 2 0 3 0 0 2 2 0 1 split_gain=2.29134 6.16915 6.11316 11.5823 12.464 9.81227 8.21249 5.36598 5.22569 5.85953 14.7392 12.0074 6.65505 7.15199 7.06958 6.44453 6.32351 6.1338 9.96539 5.10433 4.93783 4.41012 6.31363 4.24865 4.19012 6.3004 4.99781 9.38465 5.77595 6.51662 threshold=145.14741516113284 -18.499999999999996 5.4584999084472665 13.500000000000002 7.0125000476837167 4.1315000057220468 23.500000000000004 20.500000000000004 49.500000000000007 63.500000000000007 1.0000000180025095e-35 70.500000000000014 67.829120635986342 1.5000000000000002 1.5000000000000002 68.500000000000014 1.5000000000000002 77.500000000000014 68.500000000000014 112.33882141113283 8.5000000000000018 169.44351196289065 15.500000000000002 1.0205000042915346 35.500000000000007 33.500000000000007 134.73744964599612 142.00050354003909 29.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 -4 6 7 -3 20 -10 17 12 14 -14 -12 -15 -13 18 19 -11 24 22 -2 -24 25 26 -8 28 -28 -30 right_child=21 2 3 -5 -6 -7 8 -9 9 10 11 16 13 15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.022011033279982974 0.02029069868674762 0.0044343013536032178 0.033834230627583353 -0.026487757326044532 -0.0080581533902460839 0.015188463435277655 0.0025859530497073418 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2279.8074473291636 218.04811982810497 32.596120834350586 51.296829596161842 55.920145884156227 57.393564522266388 leaf_count=81 63 70 82 139 224 205 2046 190 11846 345 81 219 632 220 63 90 105 80 321 405 338 1353845 75 28712 9717 931 140 215 226 258 internal_value=-4.18462e-05 0.000506337 0.000467919 -0.00908673 0.000942473 0.000553756 0.000462996 -0.0110522 0.000560136 -0.000277468 0.002475 -0.00199313 0.00099008 -0.00104138 0.012981 -0.00939876 -0.0137423 0.00763608 0.00657011 0.0105347 0.00141707 -5.34404e-05 -0.000816603 -0.000856953 0.00125479 -0.000480931 0.000942065 -0.00308205 -0.00696241 -0.00376107 internal_weight=324461 6720.33 6708.35 59.7303 37.8914 6648.62 6607.64 55.2745 6552.36 3313.56 575.241 308.318 245.886 210.264 35.6223 64.074 62.4325 266.923 253.021 175.293 3238.8 317741 6671.79 6659.06 3177.81 898.002 679.954 197.207 145.91 113.314 internal_count=1411964 29269 29188 445 306 28743 28538 260 28278 14407 2561 1410 1086 942 144 310 324 1151 1071 750 13871 1382695 28850 28787 13533 3816 2885 839 624 484 is_linear=0 shrinkage=0.03 Tree=544 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 3 2 1 1 0 0 2 0 2 3 3 1 2 0 0 2 0 2 2 2 0 0 0 0 2 split_gain=2.19913 26.4969 32.0917 18.9508 30.5967 19.7122 22.4378 16.8857 16.2651 16.9206 30.477 15.4791 39.4037 25.8731 68.7056 25.275 15.8801 15.1129 35.964 53.5461 21.9017 26.6832 20.2565 14.2584 24.8782 17.2778 14.0824 14.0548 14.022 13.2139 threshold=8.545499801635744 20724.130859375004 12715.829589843752 18421.471679687504 10.80550003051758 40.666500091552741 13836.183105468752 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 4.5000000000000009 33967.421875000007 6.5000000000000009 26764.801757812504 12.393000125885012 9.5555000305175799 -3.4999999999999996 31791.298828125004 4.5000000000000009 3.5000000000000004 27647.242187500004 1.5000000000000002 28492.581054687504 8055.6518554687509 10120.596191406252 89.500000000000014 94.500000000000014 91.500000000000014 95.500000000000014 17466.614257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 5 -5 8 -7 23 9 10 29 12 17 14 -14 -15 -16 20 19 -19 -3 22 -22 -2 -25 -26 -18 -27 -28 -4 right_child=1 11 3 4 -6 6 -8 -9 -10 -11 -12 -13 13 15 16 -17 26 18 -20 -21 21 -23 -24 24 25 27 28 -29 -30 -31 leaf_value=-9.1777529488566506e-06 -0.00067746214653271054 -0.00023374467320953895 0.0097055229783073165 0.0027004459808102742 -0.0066113401990102625 -0.0090707656247375965 0.0097979217924843674 -0.007451710218439201 -0.0088183788174658467 0.0015826987890456695 -0.010536709595039814 -4.4560976112638696e-05 0.0040580248581656058 -0.021958752847149394 0.01541176311232304 0.0068714260348345735 -0.0094947696664361442 0.0023438168190718688 0.0056825530036684344 -0.036447022056459492 -0.025771160596491271 -0.0088201776943031048 0.035523012383820447 0.0061577657930535698 -0.0027638422674987747 0.036797217359892657 0.040292190980114218 0.0047659392166015148 -0.0051272311811106771 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13.500000000000002 15423.644531250002 11.500000000000002 11333.392578125002 1.0000000180025095e-35 4.5000000000000009 13578.460937500002 2.5000000000000004 1.5000000000000002 -3.4999999999999996 12411.391601562502 18.500000000000004 22.500000000000004 14427.237304687502 2.1755000352859502 35.500000000000007 47.500000000000007 2.7749999761581425 68.500000000000014 15066.298339843752 15.500000000000002 65.500000000000014 13836.183105468752 10.500000000000002 59.500000000000007 28.500000000000004 12127.694824218752 12.500000000000002 88.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 -4 9 10 -7 -6 -8 -3 14 -14 -13 16 -15 -18 19 26 -16 -22 25 -24 -9 -19 -17 -11 -5 -20 right_child=-2 11 3 28 6 8 7 24 -10 27 -12 12 13 15 20 18 17 22 29 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00023703445957380857 -0.00017714333681552973 6.509319258400359e-05 0.0024592684540413923 0.006235012149509625 -0.0082660047529337193 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53.486894145607948 72.552388474345207 1373.9459339864552 468.50954536348581 443.1345337703824 184.89240721613169 267.21294387802482 180.83164149522781 leaf_count=95158 320597 935341 1105 1029 1807 881 484 1627 119 397 5385 7674 679 3700 1607 1095 9019 5262 4446 811 221 106 216 293 5819 1923 1811 940 1208 795 internal_value=3.87752e-06 5.45259e-05 -0.000621698 0.00426518 -0.000818682 -0.00479941 -0.00409961 -0.00497548 -0.0124049 0.00328155 -0.00809101 0.0001262 0.00153018 0.000212315 0.00581581 0.000623033 0.00200014 -2.61223e-05 -0.00250956 -0.00738866 0.0135046 -0.000665529 0.00381046 -0.00756167 -0.00251148 0.00464157 -0.00452982 0.00812266 0.0119531 0.000997225 internal_weight=324368 253454 24289.5 941.142 23348.3 431.902 3515.92 3142.97 210.913 372.955 1387.98 229164 9558.15 7310.22 2247.94 7143.34 4962.01 4055.33 2181.33 912.184 438.646 78.0482 1850.63 126.039 1754.99 1724.59 712.105 262.787 509.24 1269.15 internal_count=1411555 1090958 115959 4342 111617 2105 16459 13315 1000 3144 5869 974999 39658 30050 9608 29371 20413 16713 8958 3717 1934 327 7694 509 7446 7185 2906 1337 2237 5241 is_linear=0 shrinkage=0.03 Tree=546 num_leaves=31 num_cat=0 split_feature=2 0 2 0 2 1 0 2 1 1 2 0 0 2 3 0 0 3 0 2 0 0 2 0 0 0 1 2 0 0 split_gain=3.10919 12.8427 24.4904 68.7947 46.5704 24.9936 23.9069 31.897 23.1867 22.0807 20.5683 56.534 55.1876 33.9251 32.226 95.2619 52.4077 39.0239 27.7885 20.1057 30.2198 18.2938 33.1946 17.176 16.8894 16.3365 16.2105 21.7638 42.6698 33.9818 threshold=16176.651367187502 13.500000000000002 15423.644531250002 11.500000000000002 11333.392578125002 1.0000000180025095e-35 5.5000000000000009 13578.460937500002 2.5000000000000004 -3.4999999999999996 12411.391601562502 18.500000000000004 22.500000000000004 14427.237304687502 2.1755000352859502 35.500000000000007 47.500000000000007 2.7749999761581425 68.500000000000014 15066.298339843752 15.500000000000002 65.500000000000014 13836.183105468752 59.500000000000007 28.500000000000004 10.500000000000002 -1.4999999999999998 14427.237304687502 38.500000000000007 43.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 -4 -6 9 -7 -8 -3 13 -13 -12 15 -14 26 18 24 -15 -21 23 -23 -18 -16 -9 -17 28 -28 -29 right_child=-2 10 3 -5 6 8 7 25 -10 -11 11 12 14 19 17 16 21 -19 -20 20 -22 22 -24 -25 -26 -27 27 29 -30 -31 leaf_value=-0.00022991918097374053 -0.00017182647768567867 6.3140321847979551e-05 0.0023875494586707556 0.0116329415308276 0.0019686594886154226 -0.016061713859320727 0.0056828160660767667 -0.0084547290320017097 0.012731395232306812 -0.0095873775177957015 0.0038359792885099566 -0.016848290618981514 0.010731823272861376 0.016152209887870146 -0.010323369800926746 -0.0088508490415467531 0.0026771327669820929 0.00096748362056604874 -0.017051625084174158 -0.013713631301091845 0.026002841070159276 -0.025255939583463879 0.0058903840407254779 0.0094114400703813467 -0.00079407985133669228 -0.00086899656400082914 0.010461125178443392 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0.00564904 0.000604532 0.00194086 -2.53254e-05 -0.00243471 -0.00716802 0.0131504 -0.000644307 0.00369846 -0.00733395 0.00450535 -0.00439362 -0.00227948 -0.00315006 -0.00198894 0.000690211 -0.0059816 internal_weight=324363 253447 24288.1 938.81 23349.3 431.219 3516.53 2997.52 210.418 1309.49 229159 9553.03 7308.06 2244.97 7141.19 4960.22 4053.59 2180.97 912.06 436.985 78.0963 1849.51 126.052 1723.46 712.153 1688.03 2204.08 1831.13 1095.81 735.313 internal_count=1411555 1090958 115959 4342 111617 2105 16459 12656 1000 5511 974999 39658 30050 9608 29371 20413 16713 8958 3717 1934 327 7694 509 7185 2906 7145 9019 7505 4473 3032 is_linear=0 shrinkage=0.03 Tree=547 num_leaves=31 num_cat=0 split_feature=2 0 2 0 2 1 0 1 2 1 0 2 0 0 2 3 0 0 3 0 2 0 0 2 2 0 0 0 0 1 split_gain=2.9255 12.0838 23.0819 64.9202 43.8035 23.5805 22.5783 23.6182 26.7092 21.8779 21.8148 19.3651 53.2854 51.9335 32.1512 30.3284 89.638 49.3325 36.7257 26.1974 19.0816 28.4794 17.2207 31.2228 16.444 16.1999 16.0543 15.8896 15.6929 17.593 threshold=16176.651367187502 13.500000000000002 15423.644531250002 11.500000000000002 11333.392578125002 1.0000000180025095e-35 4.5000000000000009 -3.4999999999999996 13578.460937500002 2.5000000000000004 1.5000000000000002 12411.391601562502 18.500000000000004 22.500000000000004 14427.237304687502 2.1755000352859502 35.500000000000007 47.500000000000007 2.7749999761581425 68.500000000000014 15066.298339843752 15.500000000000002 65.500000000000014 13836.183105468752 11617.274414062502 59.500000000000007 12.500000000000002 28.500000000000004 88.500000000000014 -9.4999999999999982 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 -4 10 -8 -9 -7 -6 -3 14 -14 -13 16 -15 -18 19 27 -16 -22 25 -24 -12 -19 -5 -17 29 -20 right_child=-2 11 3 26 6 9 7 8 -10 -11 24 12 13 15 20 18 17 22 28 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00022301745137401366 -0.00016666913013775933 6.1246095287140607e-05 0.0023178689555682693 0.0057184124674887846 -0.0080892916687737605 -0.015625059051073503 0.005480992027508718 -0.0085773452334389575 -0.0028260990170765653 0.012342777416115964 -0.0097177518015144886 0.003723569151173741 -0.016345102860109682 0.010411026641934808 0.015743318011685492 -0.010012916190680184 -0.0030561507194731847 0.0025978635542008187 -0.019465598220852209 -0.016556535210082823 -0.013268156466307411 0.025321640063747639 -0.024491153628109427 0.0057153651993370773 0.011035859145784097 0.0091415642135362143 0.016416146221497133 -0.00077023376990609173 -0.0072488053576550407 0.002966546156601052 leaf_weight=19833.130661637057 70916.663005604176 219606.33578583412 220.61865500546992 241.24102763831615 110.00436710380018 180.66935203969479 193.12239328399301 1294.3017234802246 1657.309679299593 29.247915536165237 40.652658730745316 1806.7111801318824 166.84945024549961 906.52662515640259 357.19008163735271 269.02469138801098 2203.7038778960705 1255.0789221599698 32.432538442313671 199.71078783273697 52.529947251081467 25.599941998720169 53.535315424203873 72.510707199573517 222.0086532086134 467.25412271171808 264.88415084779263 443.16169261187315 180.69597399607301 1055.7614761441946 leaf_count=95158 320597 935341 1105 1029 1807 881 1002 5385 6928 119 199 7674 679 3700 1607 1095 9019 5262 136 811 221 106 216 293 1138 1923 1208 1811 795 4310 internal_value=3.65392e-06 5.13128e-05 -0.000584983 0.00403272 -0.000770213 -0.00453064 -0.00385562 -0.00468303 -0.00534806 -0.0117283 0.00312652 0.000118751 0.00144134 0.000199874 0.005487 0.000586534 0.00188324 -2.45825e-05 -0.00236188 -0.00695427 0.0128058 -0.000623872 0.00358976 -0.0071142 0.00782378 0.00437311 0.0113171 -0.00426161 0.000938471 0.00229798 internal_weight=324358 253442 24287.2 936.661 23350.5 430.536 3517.4 3144.73 2951.61 209.917 372.666 229155 9548.28 7306.25 2242.03 7139.4 4958.61 4052.08 2180.79 911.897 435.32 78.1299 1848.38 126.046 262.661 1722.33 506.125 712.186 1268.89 1088.19 internal_count=1411555 1090958 115959 4342 111617 2105 16459 13315 12313 1000 3144 974999 39658 30050 9608 29371 20413 16713 8958 3717 1934 327 7694 509 1337 7185 2237 2906 5241 4446 is_linear=0 shrinkage=0.03 Tree=548 num_leaves=31 num_cat=0 split_feature=2 0 2 0 2 1 0 2 1 1 2 0 0 2 3 0 0 3 0 2 0 0 2 1 0 0 1 0 1 2 split_gain=2.75269 11.3698 21.7583 61.2842 41.2086 22.248 21.4226 28.4475 20.6436 19.5695 18.2334 50.2214 48.8775 30.4712 28.5446 84.3497 46.4391 34.564 24.7021 18.1069 26.8449 16.2112 29.3778 15.5105 15.3772 15.2857 15.3825 15.2794 15.2316 20.5056 threshold=16176.651367187502 13.500000000000002 15423.644531250002 11.500000000000002 11333.392578125002 1.0000000180025095e-35 5.5000000000000009 13578.460937500002 2.5000000000000004 -3.4999999999999996 12411.391601562502 18.500000000000004 22.500000000000004 14427.237304687502 2.1755000352859502 35.500000000000007 47.500000000000007 2.7749999761581425 68.500000000000014 15066.298339843752 15.500000000000002 65.500000000000014 13836.183105468752 1.0000000180025095e-35 10.500000000000002 12.500000000000002 1.0000000180025095e-35 59.500000000000007 -1.4999999999999998 14427.237304687502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 5 -1 -4 -6 9 -7 -8 -3 13 -13 -12 15 -14 28 18 -16 23 -21 27 -23 -15 -9 26 -5 -18 -17 -30 right_child=-2 10 3 25 6 8 7 24 -10 -11 11 12 14 19 17 16 21 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0002163232363281434 -0.00016166663598720155 5.9408671610758155e-05 0.0022501725062565258 -0.0032109876824608706 0.0018901109543868957 -0.015200560243966646 0.0053747299000160139 -0.0081287727800584339 0.011967118389772276 -0.0090328938940941825 0.0036144000166589588 -0.015858954659965639 0.010100319985851281 0.0064201264283925887 -0.0041336481111272144 -0.0084893973225731896 0.0025209196378080598 0.00091043162687627188 -0.016077543382764042 -0.012839303577108618 0.024663498105669347 -0.023756902887290508 0.0055455885187716755 0.019744493152422309 -0.00077124547425567395 0.016007217343166315 0.012108136429486226 0.0088794469862776455 0.00076134001497103906 -0.0057173684439951553 leaf_weight=19833.469063309603 70917.686127647525 219606.47910506465 220.4410629235208 103.11932142078876 518.65556442458183 180.15132695436478 91.194015428423882 314.05931835621595 29.260847389698029 1219.1024385988712 1805.4616733342409 166.80583007633686 906.38296747207642 117.39159400388598 712.20543685555458 373.1397540718317 1254.5926015526056 1268.7532249651849 199.49415020644665 52.654058307409286 25.496160194277763 53.534202307462692 72.489011973142624 238.1111952662468 1374.7466354295611 263.52236985787749 137.8632760643959 466.62548374384642 1095.507435336709 734.45588834583759 leaf_count=95158 320597 935341 1105 474 3803 881 466 1326 119 5045 7674 679 3700 598 2906 1514 5262 5241 811 221 106 216 293 1009 5819 1208 555 1923 4473 3032 internal_value=3.54739e-06 4.97785e-05 -0.000567455 0.00392163 -0.000747078 -0.00440197 -0.00373953 -0.0047131 -0.0114045 -0.00803015 0.000115194 0.00139892 0.000193946 0.00532956 0.000569125 0.00182746 -2.38355e-05 -0.00229139 -0.00674716 0.0124704 -0.000604182 0.00348427 -0.006902 0.0153446 -0.00213949 0.0110136 0.0055529 0.00424473 -0.00296529 -0.00183889 internal_weight=324353 253435 24285.6 934.358 23351.2 429.853 3517.76 2999.1 209.412 1310.3 229150 9543.1 7303.99 2239.11 7137.18 4956.73 4050.34 2180.45 911.7 433.653 78.1502 1847.24 126.023 355.503 1688.81 504.505 240.983 1721.22 2203.1 1829.96 internal_count=1411555 1090958 115959 4342 111617 2105 16459 12656 1000 5511 974999 39658 30050 9608 29371 20413 16713 8958 3717 1934 327 7694 509 1607 7145 2237 1029 7185 9019 7505 is_linear=0 shrinkage=0.03 Tree=549 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 0 2 1 2 3 3 2 3 3 3 2 2 0 3 1 1 0 3 3 2 3 2 1 split_gain=2.59234 22.2673 41.521 50.295 45.1276 49.0046 25.8349 26.8865 22.9272 16.6027 16.4061 40.601 31.5231 27.7472 124.461 34.6523 24.6606 29.869 22.4826 40.2796 23.2325 23.2229 20.5565 16.7408 15.9246 34.9891 36.1205 29.6843 28.1607 20.7661 threshold=6261.4145507812509 2.3904999494552617 11333.392578125002 1.532000005245209 7882.7980957031259 1.1510000228881838 1.0000000180025095e-35 67.500000000000014 7882.7980957031259 -20.499999999999996 11873.722656250002 5.0659999847412118 2.6375000476837163 8055.6518554687509 3.4465000629425053 3.0835000276565556 2.9229999780654912 6704.7329101562509 7700.5261230468759 82.500000000000014 4.4095001220703134 -3.4999999999999996 -10.499999999999998 75.500000000000014 8.545499801635744 12.393000125885012 8055.6518554687509 14.476500034332277 7700.5261230468759 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 8 -8 -5 -4 11 12 22 14 16 -15 -14 23 20 -20 21 -16 -3 -18 -13 29 27 -27 -29 -26 right_child=1 10 9 6 -6 -7 7 -9 -10 -11 -12 24 13 15 18 -17 17 -19 19 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=6.7870725717041798e-05 0.0013303116443820139 -0.039138300167573831 0.015959622696273733 0.0024972678197455471 0.00098008620213515933 -0.0077415628513105841 -0.0090231234557088535 0.012298753089089582 -0.0050292273463603118 -0.00011420663035312431 -9.2780506872285683e-05 -0.0022029289847955817 0.0082574101923902788 -0.0069352451363537664 0.006497264995799331 0.0037315230462039318 -0.00069220336542268328 0.0046340739437298111 0.0011834431399983633 -0.037855514884322483 -0.013711029080787463 -0.005141979226494316 -0.0053222589164799152 -0.014566879827595604 0.0071341456544078332 -0.020488378350950128 0.0023342445864160595 -0.0015685153857636154 -0.020422351990994403 -0.0098499259038716015 leaf_weight=205667.90490898897 868.3125786036253 16.94849394261837 57.980480648577213 500.74947945028543 4212.0194469094276 1399.8626249581575 1475.9699506163597 55.217572391033173 1336.3396605700254 22859.867142498493 64570.097637392813 4185.999521329999 1029.7075348347425 285.57242825627327 168.03960275650024 6822.7411520555615 644.92401899397373 2147.6691263020039 939.44313794374466 24.404478207230568 259.80105037987232 1884.1644626259804 356.26231244206429 89.076165974140167 786.54238317161798 117.14626726508141 888.15439217817038 544.77362902462482 82.036253362894058 70.606969431042671 leaf_count=888859 3817 73 422 2060 17491 6178 6228 223 5445 94052 297142 17421 4289 1181 796 28252 2661 8884 3869 100 1065 7641 1454 363 3354 507 4378 2671 377 302 internal_value=3.44373e-06 -0.000108205 -0.000773607 -0.00240269 -0.000857051 -0.00426863 -0.00537634 -0.00825422 -0.00297767 -7.3541e-05 0.000145569 0.000866625 0.00174928 0.00197398 0.000659566 0.00330299 0.00427246 0.00284851 -0.00365424 0.000194983 -0.00525893 -0.00418893 -0.00685794 -0.00237599 -0.00107298 0.000827157 -0.00175039 -0.00662673 -0.00403609 0.0057351 internal_weight=324348 118680 32766.3 9848.47 6480.19 2268.18 3368.28 1531.19 1837.09 22917.8 85914.1 21344 14668.8 14295.5 7187.23 7108.31 3911.38 2881.67 3275.85 963.848 2312.01 2052.2 373.211 734 6675.26 2489.26 1632.11 743.956 626.81 857.149 internal_count=1411555 522696 135916 41442 27486 9995 13956 6451 7505 94474 386780 89638 60628 59101 29668 29433 16197 11908 13471 3969 9502 8437 1527 3024 29010 11589 7933 3555 3048 3656 is_linear=0 shrinkage=0.03 Tree=550 num_leaves=31 num_cat=0 split_feature=2 2 3 2 2 0 2 0 0 0 1 0 1 2 1 2 1 1 2 3 2 1 1 2 0 0 2 1 0 0 split_gain=1.79432 13.0459 8.74166 25.4719 16.7697 15.8641 21.5605 19.2219 15.1253 19.1753 16.8922 28.0327 30.4431 17.2375 16.344 23.8579 14.5021 14.2536 18.9903 14.3603 25.0551 38.3424 20.6277 15.8214 32.2661 15.6865 19.9124 10.7903 12.8209 17.9721 threshold=294.42443847656256 317.43702697753912 1.469500005245209 215.8664245605469 199.21649169921878 54.500000000000007 257.27976989746099 56.500000000000007 67.500000000000014 65.500000000000014 1.0000000180025095e-35 79.500000000000014 -1.4999999999999998 263.64595031738287 1.5000000000000002 249.24568176269534 13.500000000000002 3.5000000000000004 134.73744964599612 1.1980000138282778 173.86003112792972 1.0000000180025095e-35 -4.4999999999999991 210.22515869140628 42.500000000000007 41.500000000000007 207.08887481689456 4.5000000000000009 59.500000000000007 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 17 16 -5 -7 -8 9 27 11 12 -10 -13 15 -11 -4 19 -19 20 -1 22 -22 25 -25 -21 -27 -6 29 -29 right_child=1 -3 4 5 8 6 7 -9 10 14 -12 13 -14 -15 -16 -17 -18 18 -20 23 21 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-0.00014767965686359911 0.0018319462473846884 -1.2889855065100339e-05 0.00084570494413071975 0.0011119507580434193 -0.0013214413832813865 0.0037708689911143318 -0.0010888630394146721 0.022072363866972537 -0.0060426440464786116 -0.026669445872861221 -0.0016325909925678972 -0.022558039260472059 0.022345287876111695 0.015408930541573287 -0.017468260880861956 -0.0021111643587828966 0.024779572572398059 0.0071282991938372486 -0.0040874355815257056 0.0029200422060643837 0.0078433177519933225 0.0067481492850967007 -0.001797224140027888 -0.022079613401790443 -0.00080202748664206017 -0.0012728104355930277 0.020925500996228755 0.0040723003949419793 0.0099874412644402871 -0.0083300599628509889 leaf_weight=7731.3781313598156 3493.1949036940932 278110.05199776345 4194.977570425719 2330.4612773992121 12715.75338421762 1011.415911257267 44.724223047494888 115.61334516108036 45.207402035593987 39.119464322924614 226.70624421536922 33.154515728354454 137.12742950022221 15.934873029589651 105.75480461120605 395.98415188491344 22.909323588013649 150.5314913392067 1394.877912119031 961.99106927961111 238.59459134936333 1373.8504005819559 1226.9969945251942 95.585676416754723 194.98765684664249 7135.5667450428009 36.554842367768288 339.36827990412712 160.80778563022614 152.36817501485348 leaf_count=32452 14840 1213325 18441 10049 53122 4167 182 474 186 172 1045 136 562 67 530 1654 117 749 7989 4023 1186 5541 4974 400 810 29997 150 1858 881 900 internal_value=-1.74636e-05 9.99473e-06 -0.000198854 0.000178855 -0.000687485 0.00254366 0.00539113 0.0156118 -0.00117576 -0.00135241 0.00418767 0.00988928 0.0153069 -0.0102336 -0.00689022 -0.00431916 0.000975701 -0.000224342 -0.00299496 1.06571e-06 0.000737442 0.0031475 -0.000227768 -0.000922897 -0.0078014 -0.000677178 -0.00115967 -0.00112836 0.00263405 0.000229337 internal_weight=324232 281603 42628.3 24043.1 18585.2 3502.21 1171.75 160.338 14367.3 13909.2 458.13 231.424 182.335 49.0894 540.858 435.104 4217.89 20540.9 1545.41 18995.5 10570.8 2839.44 1465.59 8424.69 290.573 8134.11 7172.12 13368.3 652.544 491.736 internal_count=1410979 1228165 182814 103143 79671 14872 4823 656 61113 59117 1996 951 748 203 2356 1826 18558 88271 8738 79533 44153 11701 6160 35380 1210 34170 30147 56761 3639 2758 is_linear=0 shrinkage=0.03 Tree=551 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 1 1 1 0 2 1 2 2 1 1 0 0 2 0 0 1 1 0 0 1 0 2 0 1 split_gain=1.7686 10.3838 28.3634 16.2398 24.7019 18.3381 13.6717 12.5582 12.1374 10.5782 15.0786 8.69759 10.3346 8.67934 6.80141 6.27486 12.267 9.09883 8.44895 5.65005 10.043 10.5916 6.84052 5.4318 4.85293 4.17702 4.33805 3.78869 7.37918 3.78271 threshold=91.500000000000014 84255.890625000015 61082.773437500007 75297.019531250015 92.500000000000014 92.500000000000014 25.500000000000004 1.5000000000000002 5.5000000000000009 93.500000000000014 99995.847656250015 -1.4999999999999998 17918.074218750004 55938.710937500007 1.0000000180025095e-35 1.0000000180025095e-35 96.500000000000014 95.500000000000014 18984.831054687504 95.500000000000014 93.500000000000014 23.500000000000004 90.500000000000014 94.500000000000014 93.500000000000014 -1.4999999999999998 95.500000000000014 35189.248046875007 92.500000000000014 28.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 5 -5 -4 11 9 -9 10 -3 23 -13 15 -12 17 18 27 -17 20 -10 -22 29 -2 -6 -11 -27 28 -14 -21 right_child=1 7 3 4 24 -7 -8 8 19 25 14 12 13 -15 -16 16 -18 -19 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.1029982828948033e-05 0.013331352065802129 0.031745657332470159 -0.04695422477456012 0.026161759883910545 -0.034979551270411795 -0.010686085221548415 -0.02339542117266705 -0.0093698530872230335 0.013861666690627378 -0.011361048925643239 0.00063491884113870366 0.00069653644175750209 -0.024556818108108773 0.015231194038279878 0.011802303114516093 -0.025652415455139313 -0.021875676328845493 0.0042277202918850456 -0.00081552803565194021 0.010693791074671534 0.011231270072981402 -0.020857825461143703 -0.015628776022100548 -0.0034682562947169304 -0.0093142365875795354 0.0045030268896598061 -0.0013159853235186875 -0.027668001163166703 -0.0043003736899352926 0.03481554379701552 leaf_weight=321934.59108880721 59.187252059578896 23.526199504733086 26.962460905313492 14.913563922047613 13.209967732429506 23.468264205381274 24.853623621165752 156.18380993977189 26.428666800260544 22.99644972383976 96.238640859723091 688.42357219383121 28.63103960454464 18.015110895037651 100.17560702562332 12.909782260656355 30.759065691381693 23.919993564486504 272.9736445993185 12.203021150082355 14.093675404787062 26.977776430547237 5.2488952009007326 24.488265171647072 13.312873115763066 242.71930818259716 219.64211130514741 21.272426471114159 37.234474882483482 11.240400590002535 leaf_count=1400475 260 111 111 65 55 108 169 654 116 126 497 3140 116 82 429 57 170 97 1181 56 57 121 183 104 73 1064 999 87 152 64 internal_value=-1.69423e-05 -0.000847306 -0.00255778 -0.0186432 -0.00472804 -0.0300766 -0.00136863 0.00153627 -0.00420673 0.00359128 0.00904909 -0.000919097 -0.00160774 -0.00516678 0.00633053 -0.00602597 -0.00387396 -0.0121617 -0.0019371 0.00417643 -0.000563888 -0.00984645 0.0153283 0.00841482 -0.0220971 0.00111807 0.00173874 -0.0166607 -0.0131056 0.0222594 internal_weight=324227 2292.21 1334.54 91.8671 41.4364 50.4307 1242.67 957.675 252.376 705.298 219.94 1217.81 1134.14 445.716 196.414 427.7 316.642 111.058 285.883 96.1924 67.5001 41.0715 28.6923 83.6755 26.5228 485.358 462.361 87.1379 65.8655 23.4434 internal_count=1410979 10504 6027 412 193 219 5615 4477 1251 3226 1037 5446 5082 1942 926 1860 1408 452 1238 597 294 178 303 364 128 2189 2063 355 268 120 is_linear=0 shrinkage=0.03 Tree=552 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 1 0 2 3 2 1 0 0 2 3 1 3 2 0 0 3 2 3 0 1 1 0 0 0 0 split_gain=1.6922 12.2709 8.5378 28.1881 28.1032 14.1884 12.9124 11.4454 18.1342 17.0985 10.4044 9.72284 9.55633 9.38609 8.51665 15.7063 18.5454 20.3625 17.7535 14.0425 11.0557 8.409 22.8236 26.5804 31.3254 18.7062 34.0337 18.9196 14.484 13.4199 threshold=294.42443847656256 317.43702697753912 1.1980000138282778 1.469500005245209 1.5979999899864199 -1.4999999999999998 49.500000000000007 302.06753540039068 1.247500002384186 308.54922485351568 -2.4999999999999996 63.500000000000007 54.500000000000007 308.54922485351568 2.1755000352859502 1.0000000180025095e-35 1.8174999952316286 308.54922485351568 32.500000000000007 65.500000000000014 2.5095000267028813 263.64595031738287 1.6674999594688418 54.500000000000007 1.5000000000000002 1.5000000000000002 31.500000000000004 67.500000000000014 58.500000000000007 59.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 6 5 -5 -4 13 12 -9 -10 11 -6 -7 -2 15 16 -12 18 -18 -17 -16 29 23 -23 28 27 -27 -24 -25 -1 right_child=1 -3 3 4 10 7 -8 8 9 -11 14 -13 -14 -15 20 19 17 -19 -20 -21 -22 22 25 24 -26 26 -28 -29 -30 -31 leaf_value=0.00016070425225785668 -0.012231854846478697 -1.1964121737406083e-05 0.027223884952565478 -0.020687762859408897 -0.0056144030461485351 0.023305769546344845 0.0088975003842770174 -0.012800346718568492 -0.00020863485739684099 0.026441153143973405 0.00030872793428063133 0.012054417375826739 -0.0030824335333344251 0.0081898436400285081 -0.00072700396693418544 0.0024489800711650902 0.0032093410514702401 0.027053998288533422 0.01698712549009225 -0.010791024442979035 0.0057531926682636968 -0.0012344503139642533 -0.0022509117486407561 0.014476457577847136 0.017120917808343308 0.010052555834816609 -0.010481075979905352 0.0079216522350290617 2.8590624471465931e-05 -0.0017453466459314588 leaf_weight=33361.440131485462 121.30918247252703 278108.62712866883 44.186952412128448 51.244887441396713 257.62063623964787 59.65374556183815 49.625618249177933 43.065272867679596 51.940703138709068 37.17609116435051 218.74715355038643 31.45188444852829 15.57644149661064 24.315620347857475 1098.4452672600746 583.50128929316998 225.48556625843048 61.330459207296371 134.30884203314781 82.259871900081635 302.11652970314026 1146.3538791388273 3014.534658357501 74.184002950787544 177.17526635527611 84.899598717689514 503.39957109093666 174.0483930259943 394.77470494806767 3692.4126462936401 leaf_count=142810 578 1213325 190 219 1139 245 208 183 213 155 885 137 64 105 4585 2532 913 248 542 361 1338 5143 12534 302 764 376 2454 731 1628 16072 internal_value=-1.64333e-05 1.02309e-05 0.00177719 0.00213805 0.00134102 0.011789 -0.00431831 0.00850073 0.00318418 0.0109086 0.0017179 -0.00369199 0.0178421 -0.00882195 0.00229578 0.00403886 0.00739515 0.0110761 0.0083525 0.000813076 0.000670845 -0.000192598 -0.00127948 0.00150824 0.00637424 -0.00260252 -0.00751779 -0.00169564 0.00231408 -2.92335e-05 internal_weight=324225 281602 3493.36 3298.11 3046.51 251.599 195.25 207.412 132.182 89.1168 2995.27 289.073 75.2302 145.625 2706.19 1305.63 639.872 421.125 359.794 665.761 1400.56 42623.2 5569.37 1792.49 646.134 3776.88 588.299 3188.58 468.959 37053.9 internal_count=1410979 1228165 14840 13949 12899 1050 891 860 551 368 12680 1276 309 683 11404 5481 2588 1703 1455 2893 5923 182814 23932 7837 2694 16095 2830 13265 1930 158882 is_linear=0 shrinkage=0.03 Tree=553 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 1 1 1 0 2 1 2 2 1 1 0 0 2 0 0 1 1 0 0 1 0 1 1 3 split_gain=1.66666 9.78049 26.6781 15.215 23.3008 17.0635 13.0691 11.8272 11.4141 9.99726 14.4447 8.20047 9.72735 8.15442 6.43078 5.87312 11.7066 8.53552 8.00757 5.35255 9.47034 9.97043 6.46512 5.13728 4.5066 3.91204 4.08672 3.80756 3.64911 3.557 threshold=91.500000000000014 84255.890625000015 61082.773437500007 75297.019531250015 92.500000000000014 92.500000000000014 25.500000000000004 1.5000000000000002 5.5000000000000009 93.500000000000014 99995.847656250015 -1.4999999999999998 17918.074218750004 55938.710937500007 1.0000000180025095e-35 1.0000000180025095e-35 96.500000000000014 95.500000000000014 18984.831054687504 95.500000000000014 93.500000000000014 23.500000000000004 90.500000000000014 94.500000000000014 93.500000000000014 -1.4999999999999998 95.500000000000014 95.500000000000014 28.500000000000004 40.666500091552741 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 5 -5 -4 11 9 -9 10 -3 23 29 15 -12 17 18 -14 -17 20 -10 -22 28 -2 -6 -11 -27 -24 -21 -13 right_child=1 7 3 4 24 -7 -8 8 19 25 14 12 13 -15 -16 16 -18 -19 -20 22 21 -23 27 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.0204290964630169e-05 0.012981782585822515 0.031158305050215718 -0.045353295949019823 0.025552268208306021 -0.033776731433151262 -0.010384642301725627 -0.023019467070150387 -0.0090829455589100799 0.013492084500447534 -0.010954308362739347 0.00061641433070041966 0.00014456322629102772 -0.016127536251067859 0.01471837269628958 0.011484226121909481 -0.025044190926817415 -0.02145325118683521 0.0041031108036563022 -0.0007908614789943854 0.01036176831378016 0.010904650269515249 -0.020240776707580902 0.02605799665162899 -0.0033617404693346642 -0.0090567721941758449 0.0043732820545368967 -0.0012760593783014437 -0.031335485214897818 0.034107910056168964 0.0094408007116666588 leaf_weight=321931.30172687245 58.958426028490067 23.254989236593246 27.074754476547241 14.81295871734619 13.268900141119959 23.424867492169142 24.506654214113951 156.27613083273172 26.340098232030869 23.131948322057724 96.210453540086746 649.18398711830378 87.312035709619522 18.082898899912834 99.869487762451172 12.827680006623266 30.428327310830355 23.909294590353966 272.91985173523426 12.216435696929699 14.080996856093405 26.965892612934113 1.4414157895371307 24.503391951322556 13.280560355633495 242.44669957458973 219.6569918692112 3.7384943151846528 11.131180536001919 39.285153798758984 leaf_count=1400475 260 111 111 65 55 108 169 654 116 126 497 2936 355 82 429 57 170 97 1181 56 57 121 16 104 73 1064 999 167 64 204 internal_value=-1.59416e-05 -0.000822316 -0.00248264 -0.018083 -0.00459244 -0.0291327 -0.00132871 0.00149227 -0.0040829 0.00348782 0.00880305 -0.000892073 -0.00156006 -0.00501428 0.00615172 -0.00584916 -0.00376337 -0.0117785 -0.00187963 0.00406381 -0.000547278 -0.00955644 0.014956 0.00818352 -0.0214113 0.00108524 0.00168792 -0.0153646 0.0216829 0.000675021 internal_weight=324222 2290.54 1333.78 91.862 41.3624 50.4996 1241.92 956.761 252.191 704.571 219.335 1217.41 1133.95 445.48 196.08 427.397 316.176 111.221 285.748 95.9145 67.387 41.0469 28.5275 83.4618 26.5495 485.236 462.104 5.17991 23.3476 688.469 internal_count=1410979 10504 6027 412 193 219 5615 4477 1251 3226 1037 5446 5082 1942 926 1860 1408 452 1238 597 294 178 303 364 128 2189 2063 183 120 3140 is_linear=0 shrinkage=0.03 Tree=554 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 1 0 2 3 2 1 0 0 2 3 1 3 2 0 0 3 2 3 0 1 1 0 0 0 1 split_gain=1.59571 11.5475 8.04067 26.5854 26.5361 13.5369 12.1688 10.7973 17.0677 16.0701 9.78786 9.15271 9.01807 8.85915 8.01697 14.8004 17.484 19.26 16.7506 13.4231 10.416 7.91603 21.4855 24.9878 29.3023 17.7004 32.1291 17.8025 13.6537 13.3481 threshold=294.42443847656256 317.43702697753912 1.1980000138282778 1.469500005245209 1.5979999899864199 -1.4999999999999998 49.500000000000007 302.06753540039068 1.247500002384186 308.54922485351568 -2.4999999999999996 63.500000000000007 54.500000000000007 308.54922485351568 2.1755000352859502 1.0000000180025095e-35 1.8174999952316286 308.54922485351568 32.500000000000007 63.500000000000007 2.9229999780654912 263.64595031738287 1.6674999594688418 54.500000000000007 1.5000000000000002 1.5000000000000002 31.500000000000004 67.500000000000014 58.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 6 5 -5 -4 13 12 -9 -10 11 -6 -7 -2 15 16 -12 18 -18 -17 -16 -1 23 -23 28 27 -27 -24 -25 -29 right_child=1 -3 3 4 10 7 -8 8 9 -11 14 -13 -14 -15 20 19 17 -19 -20 -21 -22 22 25 24 -26 26 -28 29 -30 -31 leaf_value=-2.8051481897035612e-05 -0.011900414575367639 -1.1097595458916743e-05 0.026592729067588868 -0.020147425751248706 -0.0054371596147260058 0.022649833844529323 0.0086265866123803672 -0.012431308962751627 -0.00020207016227259301 0.025628071685771265 0.00029978198131127209 0.011728127453371545 -0.0029897584943804059 0.0079348582892168843 -0.00053657332595366764 0.0030061145097655187 0.0031144676732322747 0.026321298960914303 0.016505159592646944 -0.0073937495952639699 0.0062875834023881083 -0.0011973146233427879 -0.0021831851061022418 0.01406501235227055 0.016548592808240389 0.0097221302181142392 -0.010209561463294877 0.014463271010539777 2.8039095580251247e-05 -0.0024985044715673138 leaf_weight=37053.289735186845 120.94956028461456 278107.15176425758 43.883752584457397 51.042965337634087 258.01744806021452 59.542353183031082 49.64994403719902 43.013139680027962 51.940499380230904 37.204852238297462 218.7403284907341 31.354320913553238 15.575900331139563 24.344577893614769 1156.6138678491116 523.89174908399582 225.40706121921539 61.150007337331772 134.08967895805836 141.96469174325466 243.71965436637402 1146.161538105458 3014.3896712660789 74.066890314221382 177.79727499186993 85.150305241346359 501.30066831409931 104.48643897473812 394.77465702593327 69.550731867551804 leaf_count=158882 578 1213325 190 219 1139 245 208 183 213 155 885 137 64 105 4826 2280 913 248 542 613 1097 5143 12534 302 764 376 2454 435 1628 296 internal_value=-1.5463e-05 1.04295e-05 0.00172483 0.00207486 0.00130132 0.0114561 -0.00419541 0.00825148 0.00308935 0.0105782 0.00166687 -0.00357725 0.0173334 -0.00857694 0.00222775 0.00391923 0.00717925 0.0107566 0.0081091 0.000788799 0.00065113 -0.000186536 -0.00124126 0.00146296 0.00617828 -0.00252558 -0.00731556 -0.00164455 0.00224558 0.00768481 internal_weight=324220 281599 3492.1 3297.15 3045.99 251.16 194.944 207.277 132.158 89.1454 2994.95 289.372 75.1183 145.294 2705.58 1305.24 639.387 420.647 359.497 665.856 1400.33 42621 5567.68 1792.8 646.639 3774.88 586.451 3188.43 468.842 174.037 internal_count=1410979 1228165 14840 13949 12899 1050 891 860 551 368 12680 1276 309 683 11404 5481 2588 1703 1455 2893 5923 182814 23932 7837 2694 16095 2830 13265 1930 731 is_linear=0 shrinkage=0.03 Tree=555 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 1 0 2 1 2 2 0 2 2 2 2 0 1 1 2 2 1 2 2 2 2 1 2 0 2 split_gain=3.14751 4.9541 16.5559 13.8783 18.3064 12.4505 9.46874 5.40088 58.2001 45.6343 29.0171 34.4632 25.5096 20.9065 15.5598 17.6512 16.9866 14.1739 20.762 11.8719 29.3212 19.1869 16.1284 64.6688 39.9179 44.8184 34.184 21.2755 18.1338 16.2987 threshold=1.0619999766349795 14106.575683593752 49.500000000000007 10120.596191406252 9416.2739257812518 3.5000000000000004 50.500000000000007 3600.6882324218755 1.5000000000000002 2554.751831054688 2428.711791992188 50.500000000000007 4706.8647460937509 2510.8642578125005 4605.4538574218759 6704.7329101562509 49.500000000000007 1.0000000180025095e-35 2.5000000000000004 1864.7654418945315 1637.6347656250002 2.5000000000000004 814.81753540039074 511.26914978027349 1126.780944824219 1289.946716308594 1.0000000180025095e-35 488.16123962402349 49.500000000000007 1526.1497802734377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 7 -6 -5 9 14 10 19 13 -10 17 -9 16 -16 -12 -19 20 22 -21 23 27 -24 -26 -27 -1 29 -28 right_child=-2 2 -4 6 5 -7 -8 8 12 -11 11 -13 -14 -15 15 -17 -18 18 -20 21 -22 -23 24 -25 25 26 28 -29 -30 -31 leaf_value=-2.3159731991227397e-05 -2.1709908212424305e-05 0.0048563570199008062 -0.0049659447965378347 0.0017250631458391372 -0.014126949301741857 0.01381278574294793 0.0095462507002711632 0.0031411752185642383 -0.0095526689372121051 -0.011572013522483852 0.017688848277162678 0.018035287666153189 0.0025714521613266622 -0.010990766850228841 0.0028594312086123235 0.003537127005703846 -0.0084706874096023722 -0.0055197299167816004 0.022521918243531096 -0.0033801327224038343 0.0062260388054135533 0.0036226374273865031 -0.013165907043002002 0.015903952919732751 0.019905842285043863 0.0076529754585953642 0.021201862175638221 -0.015310233642683562 -0.020861033223564002 -0.016330988632538845 leaf_weight=4794.9839405566454 307493.44434620359 220.96158214658499 513.03310263156891 320.87352873384953 117.36482389271259 16.354620322585106 246.2065839022398 4116.5083014219999 591.08743745088577 297.35110984742641 68.284965887665749 178.04186891019344 212.27952238172293 87.452868640422821 178.34075053036213 414.08883699774742 358.46378573775291 103.69180491566658 30.828061252832413 1721.1041134148836 743.14986674487591 442.71030387282372 276.93616377562284 232.68534241616726 93.119829744100571 118.16121371090412 21.009862288832664 83.360192000865936 102.89525780081749 20.64488972723484 leaf_count=20549 1336229 907 2129 1347 492 70 1037 20139 3501 1258 305 749 1015 356 841 1730 1518 415 125 7210 3139 1790 1309 997 397 502 88 375 436 96 internal_value=8.79582e-08 0.00040092 -0.00200904 0.000511559 0.000342063 -0.0107098 0.00512075 0.000438735 0.00115288 -6.50528e-06 0.000370619 0.00764404 -0.00634902 0.00127013 0.0023422 -0.00111663 -0.00470652 0.00655723 0.000906605 -2.31201e-05 0.000618746 -0.00194739 -0.000106742 0.00045261 -0.00462478 0.00202261 -0.00431622 -0.000284382 -0.0141003 0.00259987 internal_weight=324215 16722 733.995 15988 15420.9 133.719 567.08 15287.2 5870.77 9416.41 9119.06 468.3 803.367 290.258 5067.4 950.893 536.805 202.805 134.52 8650.76 6486.95 2163.81 5743.8 5111.03 632.767 355.831 262.711 4878.34 144.55 41.6548 internal_count=1411051 74822 3036 71786 69402 562 2384 68840 28744 40096 38838 1950 4516 1201 24228 4089 2359 845 540 36888 27888 9000 24749 21921 2828 1519 1122 20924 620 184 is_linear=0 shrinkage=0.03 Tree=556 num_leaves=31 num_cat=0 split_feature=3 2 0 2 0 2 2 2 2 0 2 2 2 2 2 2 2 2 1 2 2 1 2 2 0 2 2 1 3 2 split_gain=2.96249 4.66123 15.5731 13.2368 8.89655 4.51435 10.2915 28.2021 36.0682 21.3576 19.8048 54.5438 37.7956 36.4968 35.3467 11.0776 10.4265 21.1792 31.0288 18.7751 19.7004 41.9266 36.5056 31.0298 26.1867 34.6348 23.9609 18.4177 17.17 22.7482 threshold=1.0619999766349795 14106.575683593752 49.500000000000007 11617.274414062502 50.500000000000007 173.86003112792972 202.10085296630862 370.03324890136724 342.01971435546881 49.500000000000007 814.81753540039074 1126.780944824219 511.26914978027349 1248.5628051757815 472.45382690429693 325.14366149902349 1864.7654418945315 1637.6347656250002 1.0000000180025095e-35 2343.383422851563 2510.8642578125005 1.5000000000000002 4706.8647460937509 3600.6882324218755 50.500000000000007 2643.0056152343755 4605.4538574218759 1.5000000000000002 1.0205000042915346 1526.1497802734377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 -1 -7 8 9 -8 12 -12 14 -13 -9 -11 17 18 -15 -18 27 23 -23 24 -22 -26 -25 -21 -20 -30 right_child=-2 2 -4 4 -6 6 7 10 -10 15 11 13 -14 16 -16 -17 19 -19 28 20 21 22 -24 26 25 -27 -28 -29 29 -31 leaf_value=-0.00067540570286274458 -2.1058593959053593e-05 0.0047103194592807681 -0.0048152307420507136 0.0021226488754478123 0.012423472452088124 0.003424539811607626 0.0061651009994016983 0.009585995084073538 -0.031114534651793747 -0.0068852076247658441 -0.012816745066607143 0.02036025259018737 0.015413418688439789 0.007471420367418876 -0.008483039490361487 -0.027545687318534653 -0.0025377349516560225 0.0060418315156979098 -0.022597063794744316 0.0027979541585541026 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0.000389059 -0.00194823 0.000496448 0.00667651 0.000375813 0.000622406 0.00036204 -0.00717613 -0.00402354 0.000651906 0.00034523 0.00584782 0.000698332 0.000143731 -0.00898723 0.000535926 0.00342334 -0.00375774 0.000217379 0.000884857 0.000389864 -0.00540578 0.00136007 -0.00702822 0.00339219 0.00193923 0.00572753 -0.0129391 -0.0022022 internal_weight=324207 16713.6 734.193 15979.4 305.947 15673.5 12695.4 11616.1 430.135 380.08 11185.9 10562.5 623.426 10286.5 390.541 255.571 10202.3 1013.7 270.866 9188.57 7396.61 6710.68 962.294 5748.38 371.261 136.971 5377.12 685.93 149.021 70.569 internal_count=1411051 74822 3036 71786 1291 70495 57639 53112 1849 1621 51263 48574 2689 47265 1692 1076 46906 4299 1160 42607 35155 32295 5205 27090 1553 570 25537 2860 641 306 is_linear=0 shrinkage=0.03 Tree=557 num_leaves=31 num_cat=0 split_feature=3 2 3 1 2 1 0 0 0 0 2 2 1 1 0 2 0 0 2 0 2 0 0 0 0 2 2 0 2 1 split_gain=2.78816 4.40982 6.56293 7.33847 12.7552 7.36839 13.6785 9.72278 8.09332 7.11116 7.09359 6.52866 5.93847 6.7813 9.6009 16.419 28.6201 15.8165 15.2033 8.97533 11.3477 19.4672 32.7009 9.17879 28.8309 8.04586 5.96962 5.61285 8.90365 5.4394 threshold=1.0619999766349795 151.73783874511722 2.1755000352859502 2.5000000000000004 134.73744964599612 1.0000000180025095e-35 71.500000000000014 72.500000000000014 13.500000000000002 15.500000000000002 134.73744964599612 67.829120635986342 -3.4999999999999996 1.0000000180025095e-35 47.500000000000007 112.33882141113283 36.500000000000007 43.500000000000007 87.470542907714858 63.500000000000007 134.73744964599612 52.500000000000007 53.500000000000007 43.500000000000007 47.500000000000007 142.00050354003909 112.33882141113283 68.500000000000014 142.00050354003909 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 5 -5 6 8 9 -4 -7 11 -11 -2 19 15 18 -17 -18 -15 20 26 23 -23 -22 -25 -19 -14 -10 -29 -20 right_child=1 -3 3 4 -6 7 -8 -9 27 10 -12 -13 13 14 -16 16 17 25 29 -21 21 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.00037754194543592498 -0.0031646523669989278 -3.638949440258416e-05 0.020116020256475065 0.018242777707303738 -0.0062942439618980514 -0.016489001811066582 0.014470237880097818 -0.018992910329216434 -0.00066065633119617229 -0.011659064381457772 -0.0065454678375662162 0.0036202444310207719 0.0015247192210740524 0.0035577013806675777 -0.0010666662191167657 0.00047183486128457385 0.030008318979426709 0.015024421367205967 -0.0063569564506339412 0.0096455993356265174 0.020142325935350251 0.042456774006987608 0.003101006812426818 -0.02891454402257888 0.0040596760419103059 -0.0076452673211916677 -0.0036569899101197372 -0.017361033787634924 0.0088824335983546093 0.0092562925250699781 leaf_weight=16704.60657594353 261.12648800760508 301540.76482676936 15.181547399610279 43.389805175364017 34.014318436384201 34.781030617654324 55.822718009352684 39.700765751302242 328.11932072043419 29.280728623270988 189.45102086663246 179.21486312150955 971.18189258873463 470.84959580004215 1526.3169621899724 180.41141104698181 61.135160803794861 58.742589578032494 267.24671129882336 157.56537187099457 28.348513543605804 32.344528421759605 46.060446664690971 24.917495161294937 564.70104259252548 18.53677961230278 252.02400992810726 45.076673418283463 15.683118313550947 21.713656470179558 leaf_count=74822 1231 1310203 166 194 179 231 256 229 1405 143 860 755 4208 1926 6923 766 252 246 1103 670 118 132 185 100 2265 83 1048 184 63 105 internal_value=7.88971e-08 -2.04268e-05 0.000788149 -0.00141584 0.00746028 -0.00215277 0.000550385 -0.00478415 -0.0013727 -0.00348056 -0.00234361 0.00147445 0.00123834 0.0014839 0.000464395 0.00263091 0.00834481 0.0186066 0.000233288 0.00276247 0.00219748 0.00525453 0.0193365 0.00346787 0.00266617 0.00958671 0.000457102 -0.00221161 -0.0105872 -0.00518371 internal_weight=324198 307494 5952.94 1009.72 77.4041 932.312 459.883 472.428 404.061 432.728 397.947 208.496 4943.22 4682.1 2604.95 1078.64 318.826 138.415 759.81 2077.14 1919.58 696.372 78.405 617.967 589.619 77.2794 1223.21 388.879 60.7598 288.96 internal_count=1411051 1336229 26026 4665 373 4292 2074 2218 1818 1989 1758 898 21361 20130 11404 4481 1347 581 3134 8726 8056 2800 317 2483 2365 329 5256 1652 247 1208 is_linear=0 shrinkage=0.03 Tree=558 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 1 0 2 2 1 2 2 2 2 2 2 2 2 1 2 0 0 1 2 1 2 2 2 2 2 split_gain=2.6234 4.38577 14.6492 12.5901 17.1391 11.6021 8.56545 5.33807 4.83263 21.0404 65.2441 23.4123 14.4521 25.9833 14.3556 57.1558 35.6033 39.844 30.533 19.4506 16.4065 15.2464 16.5698 14.472 11.3505 11.4911 10.345 31.9332 13.6796 16.6087 threshold=1.0619999766349795 14106.575683593752 49.500000000000007 10120.596191406252 9416.2739257812518 3.5000000000000004 50.500000000000007 9879.8374023437518 2343.383422851563 1.5000000000000002 2510.8642578125005 4706.8647460937509 1864.7654418945315 1637.6347656250002 814.81753540039074 511.26914978027349 1126.780944824219 1289.946716308594 1.0000000180025095e-35 488.16123962402349 49.500000000000007 50.500000000000007 -2.4999999999999996 1526.1497802734377 2.5000000000000004 2047.524841308594 3600.6882324218755 2680.677124023438 4605.4538574218759 6704.7329101562509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 8 7 -5 -6 12 26 -11 -12 13 14 15 19 -16 -18 21 -1 23 22 -19 -20 -14 -26 27 -10 -28 -30 right_child=-2 2 -4 6 5 -7 -8 -9 9 10 11 -13 24 -15 16 -17 17 18 20 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31 leaf_value=-2.9845250865277597e-05 -1.9814412606809881e-05 0.0045573861288957665 -0.0046806399512981378 0.0016366730937043006 -0.019022973517475394 0.013251432161111481 0.0090820830544929253 -0.0060076518704009155 0.0017321391578145947 0.013558957254845931 -0.0090580960180625617 0.0023756898248069405 -0.0037026041933050876 0.0058519279664819282 -0.012486468830520072 0.014928353329258688 0.018745034143536381 0.021446870474159763 0.019862574685042784 -0.014682462246141866 -0.019877755970493984 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0.000470457 0.00030895 -0.0103867 0.00486357 -0.0136915 0.000402575 0.000982991 -0.00291605 -0.00628691 -8.81563e-05 0.000571105 -0.000112049 0.000414518 -0.00438697 0.00189818 -0.0041076 -0.000279046 -0.0133997 0.00721113 0.000512544 0.00248618 -0.00247258 0.00216138 0.00167722 -0.00133062 0.00219847 -0.00104428 internal_weight=324196 16704.5 734.365 15970.1 15403.8 133.669 566.302 117.273 15270.1 6995.81 1057.35 877.754 8274.33 6482.11 5739.61 5110.16 629.446 354.419 261.276 4877.1 143.484 117.793 85.0372 41.5623 1792.22 375.935 5938.46 877.119 5061.34 950.857 internal_count=1411051 74822 3036 71786 69402 562 2384 492 68840 33500 5585 4859 35340 27888 24749 21921 2828 1519 1122 20924 620 502 365 184 7452 1520 27915 3687 24228 4089 is_linear=0 shrinkage=0.03 Tree=559 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 0 2 2 2 2 2 2 1 1 1 2 2 0 3 1 2 2 2 2 0 2 2 1 2 0 split_gain=2.46908 4.1978 9.73327 26.511 34.288 20.117 17.8991 48.6522 32.9264 32.6148 32.4144 10.5518 10.4375 9.65847 9.43831 24.0414 32.8722 22.4989 15.796 21.744 14.3304 11.4183 10.7395 22.0924 12.1942 19.5439 18.9192 17.0532 16.1032 16.5686 threshold=1.0619999766349795 173.86003112792972 202.10085296630862 370.03324890136724 342.01971435546881 49.500000000000007 814.81753540039074 1126.780944824219 511.26914978027349 472.45382690429693 1248.5628051757815 317.43702697753912 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 1637.6347656250002 1864.7654418945315 50.500000000000007 1.0205000042915346 1.5000000000000002 14106.575683593752 4805.4782714843759 1768.4891357421877 2243.352905273438 50.500000000000007 2428.711791992188 2643.0056152343755 -1.4999999999999998 3910.889038085938 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 8 -8 9 -5 13 12 -7 -9 22 18 -17 21 -16 -20 -19 -18 -12 -24 28 27 -27 -26 -25 -30 right_child=-2 2 3 6 -6 11 7 10 -10 -11 14 -13 -14 -15 15 16 17 20 19 -21 -22 -23 23 24 25 26 -28 -29 29 -31 leaf_value=-0.00066559491330458651 -1.9219958084972188e-05 0.0033116227027345717 0.0059664765348850443 0.0092838242391737637 -0.030416960546880662 -0.0084255038147979279 -0.012154518118347047 0.0079130374445823964 0.014471511466818221 -0.0080816488963410815 0.0068699701773649981 -0.025075973476311731 0.014895869384561876 0.028332327895784087 -0.021613782832880995 0.0080163479899178509 -0.0035712022919726838 0.0022537103135872919 0.010902450818974332 -0.023583722100856828 -0.0074936196599382976 0.00050836458428721656 -0.0039595184425626692 0.0047695894777821284 0.0022767829511522388 0.014985905772597393 0.0001426205565454885 -0.019904588401938282 0.0041469078597339143 -0.0043969765936332453 leaf_weight=2977.9692842364311 307491.88963011769 1079.2507928162813 124.57512003928423 186.53982225060463 49.689483784139156 205.15183639526367 274.07670500129461 37.809059366583824 233.20128428936005 203.55613489449024 304.15394529700279 31.230528995394707 18.859177649021149 46.474972203373909 77.639772117137909 422.20131753385067 2119.919317856431 2059.5120707899332 44.034292235970497 26.272210955619812 145.32518847286701 871.23760751634836 682.33002637326717 1778.7591048181057 51.372663378715515 81.042755529284477 1665.9747541472316 79.41628959774971 391.18632438033819 427.53023470938206 leaf_count=12856 1336229 4527 545 798 228 850 1309 164 997 894 1339 139 87 195 335 1716 9672 8651 186 120 592 3857 2981 9749 230 361 7725 321 1593 1805 internal_value=7.23206e-08 0.000355374 0.000577006 0.000343496 -0.00698208 -0.00391622 0.000601195 0.000334777 0.00555354 0.000222339 0.000637373 -0.00873964 -0.00646211 0.0191724 0.000498237 -0.000348294 -3.3945e-05 -0.000688073 -0.0122856 -0.00198438 0.00161124 -0.00238294 0.00139194 0.00106889 0.00183556 -6.22152e-06 0.000831189 -0.011192 0.00316705 -0.000314672 internal_weight=324188 16696.3 13718.3 12639.1 429.506 379.817 12209.6 11586.3 623.297 390.096 11312.2 255.242 224.011 84.284 11227.9 5766.14 5618.2 5195.99 147.946 70.3065 2204.84 2991.16 5461.77 5157.61 4475.28 1877.81 1747.02 130.789 2597.48 818.717 internal_count=1411051 74822 61966 57439 1849 1621 55590 52901 2689 1692 51592 1076 937 359 51233 25129 24488 22772 641 306 9243 13529 26104 24765 21784 8637 8086 551 13147 3398 is_linear=0 shrinkage=0.03 Tree=560 num_leaves=31 num_cat=0 split_feature=1 2 0 3 1 2 3 1 1 0 3 2 1 2 0 2 3 2 0 1 2 2 2 0 2 1 2 3 2 2 split_gain=2.8469 3.51604 3.04587 6.16125 4.42852 4.20326 9.69714 3.89426 2.83243 19.3137 9.14611 8.75482 13.5355 7.14431 8.52968 6.71007 14.4516 20.0443 14.4376 16.2836 12.0631 9.02343 11.493 13.6773 8.57139 14.8405 9.93881 8.02082 25.7571 12.5881 threshold=-52.499999999999993 9644.7543945312518 16.500000000000004 5.9049999713897714 -59.499999999999993 84255.890625000015 10.80550003051758 -73.499999999999986 9.5000000000000018 21.500000000000004 1.0205000042915346 4805.4782714843759 12.500000000000002 1248.5628051757815 14.500000000000002 6113.6403808593759 2.3904999494552617 7019.5273437500009 36.500000000000007 23.500000000000004 55938.710937500007 14106.575683593752 22743.409179687504 32.500000000000007 18421.471679687504 12.500000000000002 13578.460937500002 3.0835000276565556 31791.298828125004 7510.0949707031259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 6 -5 -8 -2 11 -11 12 13 14 -10 -12 17 -17 19 20 24 -21 23 -23 25 26 -19 28 -18 -29 right_child=8 2 -4 4 -6 -7 7 -9 9 10 15 -13 -14 -15 -16 16 27 18 -20 21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0094536004788125221 9.8019006619388029e-06 -0.036224889403353694 0.033676910089119966 0.020162322631378342 0.026868875734024855 0.025873888145782478 -0.0079925167793521816 -0.05201240844236641 0.039479969555732394 0.0053249558653577483 -0.00057303276405282894 0.0054998026920461494 -0.0129473485067205 -0.0017100876384628589 0.0063950274117194339 -0.022609938877506029 0.0086217024506538495 -0.0099254074952848503 -0.0017464115363994021 -0.021973791050910411 0.010648874101987539 0.032315900074314542 -0.0089658833165343274 0.0016760944872711012 -0.020082135741686637 -0.016057990588272637 0.019109064773210838 -0.013959981629451208 -0.0075649109292437768 -0.00060587981059043801 leaf_weight=9.0393345616757852 316770.09209174884 2.5981125719845286 4.8085665181279174 6.8726190999150294 11.252251781290399 5.3476008940488091 3.68568348698318 3.5516440495848656 9.7808200865983945 192.90917393565178 4081.0584840849042 617.68113614618778 64.655608519911766 53.997832968831062 24.784420311450958 54.229343138635159 270.43258999288082 19.983985617756844 826.77314929664135 13.147036522626875 18.580212473869324 20.781066209077835 34.700871393084526 35.530609905719757 122.96243363618851 88.527158588171005 22.62273433804512 71.258647158741951 131.49819229543209 585.69012133451179 leaf_count=97 1374809 33 51 80 252 441 57 54 52 1009 20446 2545 364 251 130 333 1107 98 3753 55 81 86 141 148 588 460 102 292 550 2745 internal_value=-2.64506e-06 0.00736805 0.0113573 0.00813509 0.011888 0.00322465 -0.0053593 -0.0295948 -3.71738e-06 -0.000585454 -0.00111099 0.00390752 -0.00251155 0.00510712 0.015757 -0.00130505 -0.00259454 -0.00476851 -0.00396466 -0.00883145 -0.0126858 0.00125862 0.00461461 0.0129833 -0.014392 -0.00905653 0.00549092 -1.20977e-05 0.00332599 -0.00205439 internal_weight=324179 47.1558 38.1165 33.3079 30.7098 19.4575 14.1099 7.23733 324132 7361.59 6590.69 770.9 153.219 88.5631 34.5652 6397.78 2316.72 1257.84 1203.61 376.836 272.677 104.16 91.0125 56.3117 254.096 131.134 42.6067 1058.88 401.931 656.949 internal_count=1411210 1065 968 917 884 632 191 111 1410145 35336 31994 3342 797 433 182 30985 10539 5845 5512 1759 1329 430 375 234 1248 660 200 4694 1657 3037 is_linear=0 shrinkage=0.03 Tree=561 num_leaves=31 num_cat=0 split_feature=1 2 0 0 1 2 0 1 1 0 3 2 1 2 0 2 3 2 0 1 2 2 2 0 2 1 2 3 2 2 split_gain=2.70209 3.33741 2.98686 5.7223 4.32066 4.04056 9.00495 4.90038 2.66736 18.1818 8.599 8.2437 12.7996 6.65775 7.78308 6.32761 13.6415 19.1827 13.6928 15.4499 11.4306 8.50199 10.8309 12.969 8.1847 14.0898 9.50604 7.54685 24.2339 11.8476 threshold=-52.499999999999993 9644.7543945312518 16.500000000000004 14.500000000000002 -59.499999999999993 84255.890625000015 8.5000000000000018 -71.499999999999986 9.5000000000000018 21.500000000000004 1.0205000042915346 4805.4782714843759 12.500000000000002 1248.5628051757815 14.500000000000002 6113.6403808593759 2.3904999494552617 7019.5273437500009 36.500000000000007 23.500000000000004 55938.710937500007 14106.575683593752 22743.409179687504 32.500000000000007 18421.471679687504 12.500000000000002 9879.8374023437518 3.0835000276565556 31791.298828125004 7510.0949707031259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 7 -3 -2 11 -11 12 13 14 -10 -12 17 -17 19 20 24 -21 23 -23 25 26 -19 28 -18 -29 right_child=8 2 -4 -5 -6 -7 -8 -9 9 10 15 -13 -14 -15 -16 16 27 18 -20 21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0091014794976580077 9.5078761732885908e-06 -0.0051761953309780347 0.033555872451160401 -0.034101968329078344 0.02668603943365425 0.025703725695238613 0.019883040629597882 -0.054039760722805766 0.037558972384562787 0.0051574429406909044 -0.00055593164007173624 0.0053376568989884137 -0.012639649869001542 -0.0016598115982613011 0.0061841128283280445 -0.022195938056498787 0.0083605725199200065 -0.019093215504633245 -0.0016944285594593211 -0.021344905836505584 0.010299682002787814 0.031512278563334738 -0.008690497256764981 0.001626187537769453 -0.019635260630586931 -0.015695280127361311 0.013533429318876999 -0.013544485807306782 -0.0073428440180981977 -0.0005877105483310227 leaf_weight=9.1063368581235391 316770.01493338321 3.9585805283859372 4.6830295398831359 2.6758215576410285 10.993387162918227 5.2233945967163882 6.7617682665586472 3.4630915187299269 9.969656288623808 193.19515380263329 4080.4089652840048 617.35652905702591 64.248938962817192 53.964935168623924 24.85965533554554 53.593325234949589 270.51152458786964 10.74178299307823 826.57644049823284 13.128632977604864 18.633015781641006 20.67332398891449 34.72607134282589 35.522518500685692 122.0027761310339 87.865927577018738 31.919182330369949 71.24151486158371 131.41211700439453 585.68307020887733 leaf_count=97 1374809 61 51 33 252 441 80 50 52 1009 20446 2545 364 251 130 333 1107 55 3753 55 81 86 141 148 588 460 145 292 550 2745 internal_value=-2.56717e-06 0.00720044 0.011132 0.0079571 0.0116591 0.00314684 -0.00516028 -0.0279769 -3.60865e-06 -0.000568271 -0.00107824 0.00379253 -0.0024403 0.00493966 0.015165 -0.00126663 -0.00251972 -0.00463505 -0.00385192 -0.00860478 -0.0123758 0.00122261 0.00448124 0.0126207 -0.0140489 -0.0088273 0.00531823 -1.17574e-05 0.00322622 -0.00199283 internal_weight=324175 46.8654 37.7591 33.076 30.4002 19.4068 14.1834 7.42167 324128 7358.24 6587.84 770.4 153.043 88.7942 34.8293 6394.64 2314.23 1255.38 1201.79 375.213 271.163 104.051 90.9219 56.1958 252.53 130.527 42.661 1058.85 401.924 656.925 internal_count=1411210 1065 968 917 884 632 191 111 1410145 35336 31994 3342 797 433 182 30985 10539 5845 5512 1759 1329 430 375 234 1248 660 200 4694 1657 3037 is_linear=0 shrinkage=0.03 Tree=562 num_leaves=31 num_cat=0 split_feature=1 0 0 2 0 1 0 3 2 1 2 0 2 3 2 0 1 2 2 2 0 2 1 2 3 3 2 2 1 3 split_gain=2.58078 7.08227 5.18656 6.38627 6.27126 2.51333 17.1165 8.08491 7.76223 12.1034 6.20791 7.11822 5.96699 12.8766 18.3553 12.9867 14.6582 10.8825 8.01192 10.2081 12.3036 7.45453 10.9496 10.6137 9.59252 7.10106 22.8015 11.1518 9.13557 7.06744 threshold=-57.499999999999993 15.500000000000002 11.500000000000002 84255.890625000015 8.5000000000000018 9.5000000000000018 21.500000000000004 1.0205000042915346 4805.4782714843759 12.500000000000002 1248.5628051757815 14.500000000000002 6113.6403808593759 2.3904999494552617 7019.5273437500009 36.500000000000007 23.500000000000004 64691.324218750007 14106.575683593752 22743.409179687504 32.500000000000007 39196.445312500007 12.500000000000002 68532.378906250015 1.6674999594688418 3.0835000276565556 31791.298828125004 7510.0949707031259 62.500000000000007 1.5979999899864199 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 -2 8 -8 9 10 11 -7 -9 14 -14 16 17 -16 -18 20 -20 -17 29 24 -24 26 -15 -27 -29 -23 right_child=5 -3 -4 -5 -6 6 7 12 -10 -11 -12 -13 13 25 15 21 18 -19 19 -21 -22 22 23 -25 -26 27 -28 28 -30 -31 leaf_value=-0.018578674458566174 9.3817561643417273e-06 0.033699351415319476 -0.040754872561131965 0.0313604858712834 0.019168315974028096 0.035785317313920234 0.0049954781742571992 -0.00053933834288829609 0.0051802807649612738 -0.012338051732986058 -0.0016109868334305067 0.0059808511678579902 -0.021788097708878035 0.0081076984534691372 -0.013365282606156324 -0.0026666948999309855 -0.020737490855853795 0.016039736215425978 0.030739387832151299 -0.008424078392545338 0.0015777582466484019 0.0028930866916050059 0.016124890905206017 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0.00368096 -0.00237107 0.00477852 0.0146021 -0.00122934 -0.00244705 -0.00450528 -0.0037424 -0.00838413 -0.0120733 0.00118778 0.00435216 0.0122697 -0.00164398 0.00629431 -0.000680673 0.00553772 -1.14266e-05 0.00312953 -0.00193314 -0.000570086 0.0212746 internal_weight=324171 33.107 25.4638 23.017 16.8687 324138 7354.89 6584.99 769.897 152.863 89.0123 35.0793 6391.52 2311.74 1252.94 1199.97 373.589 269.658 103.931 90.8229 56.0737 826.385 94.3146 64.3517 51.0525 1058.8 401.905 656.895 585.676 29.9629 internal_count=1411210 840 759 727 223 1410370 35336 31994 3342 797 433 182 30985 10539 5845 5512 1759 1329 430 375 234 3753 414 285 222 4694 1657 3037 2745 129 is_linear=0 shrinkage=0.03 Tree=563 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 0 0 0 0 2 0 1 2 2 1 2 2 0 2 3 0 3 1 0 2 2 0 2 3 0 split_gain=2.45667 18.4039 20.7991 34.2689 27.7801 18.6211 36.4919 26.0686 28.1162 19.4064 12.9824 12.5955 17.9523 12.0849 16.0167 22.1605 12.017 11.8509 11.6056 33.4286 21.4017 23.0755 19.4745 18.6384 17.2359 16.7105 16.1281 14.5049 14.1439 13.4792 threshold=1526.1497802734377 -2.4999999999999996 922.17691040039074 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 15.500000000000002 21.500000000000004 937.66867065429699 76.500000000000014 1.0000000180025095e-35 1395.3037719726565 1006.7319946289064 1.0000000180025095e-35 937.66867065429699 1209.7733154296877 35.500000000000007 814.81753540039074 1.1510000228881838 6.5000000000000009 5.0659999847412118 7.5000000000000009 52.500000000000007 844.91958618164074 844.91958618164074 33.500000000000007 789.36499023437511 1.0205000042915346 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 18 -4 5 6 7 13 11 -10 -1 -9 -13 14 -5 -16 -8 -18 27 23 -21 22 26 24 -20 -23 -22 29 -26 -3 right_child=-2 2 3 4 -6 -7 16 8 9 -11 -12 12 -14 -15 15 -17 17 -19 19 20 21 25 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.0012981883626592976 -6.1133030382467713e-05 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205.08457939326763 67.030205465853214 63.119160726666451 902.75438511371613 323.14521136879921 35.224807411432266 16.777855321764946 17.551865041255951 1179.6699362546206 1237.7048018425703 1029.5347915142775 175.64569935202599 78489.942648973316 leaf_count=43054 943956 130 8030 1791 20456 9467 4194 1902 208 3452 1127 1172 206 10911 1085 767 2149 851 310 355 3768 1439 186 70 81 5258 5184 4413 959 334279 internal_value=-2.41779e-06 0.000113745 0.000237278 0.001252 0.00176576 0.00275062 0.00194955 0.00327087 0.00634584 0.00270084 -0.00111818 0.0105593 0.0149191 0.001715 -0.00143728 0.00250088 -0.00179769 0.00115406 5.07866e-05 -0.00152216 -0.000777674 -0.00107488 0.000899887 -0.0115782 -0.0135541 -0.00393383 0.000535781 0.000130254 -0.0181019 8.38638e-05 internal_weight=324168 108839 98919.6 15357.6 13573.6 8891.45 6633.14 4903.95 1647.63 883.41 9919.3 764.222 334.975 3256.32 819.192 435.423 1729.19 722.591 83562 4018.62 3741.62 3678.5 2175.68 277.006 260.228 1502.82 2140.46 79543.4 193.198 78513.9 internal_count=1411210 467254 423073 66641 58611 38155 28688 21494 6940 3660 44181 3280 1378 14554 3643 1852 7194 3000 356432 17610 16190 15835 9138 1420 1350 6697 8952 338822 1040 334409 is_linear=0 shrinkage=0.03 Tree=564 num_leaves=31 num_cat=0 split_feature=1 2 3 3 1 2 3 1 0 3 2 1 2 2 3 2 0 1 2 2 1 2 2 0 2 1 2 0 3 3 split_gain=2.45472 3.16986 2.85328 5.32202 4.23116 3.71313 8.24202 2.38801 16.1113 7.60971 7.35414 11.4952 7.45295 5.58556 12.1554 17.561 12.3064 13.8962 10.4273 11.45 9.42688 7.55119 9.62205 11.6776 7.0202 10.3392 10.0163 9.08916 6.94214 6.85291 threshold=-52.499999999999993 9644.7543945312518 5.0659999847412118 5.9049999713897714 -59.499999999999993 84255.890625000015 17.333499908447269 9.5000000000000018 21.500000000000004 1.0205000042915346 4805.4782714843759 14.500000000000002 3755.7348632812505 6113.6403808593759 2.3904999494552617 7019.5273437500009 36.500000000000007 23.500000000000004 42366.021484375007 21398.625000000004 12.500000000000002 14106.575683593752 22743.409179687504 32.500000000000007 39196.445312500007 12.500000000000002 68532.378906250015 61.500000000000007 1.1054999828338625 2.7749999761581425 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 5 6 -5 -2 10 -10 11 12 -9 29 15 28 17 18 19 20 -17 -19 23 -23 -18 -26 27 -27 -15 -11 right_child=7 2 3 4 -6 -7 -8 8 9 13 -12 -13 -14 14 -16 16 24 21 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.0089285030882108873 9.0712975945587032e-06 0.033330546441697972 -0.032227357475379387 0.0096124241124898365 0.02649439923692639 0.025339088456312837 -0.040780837059519459 0.0049931914468310072 0.0048394682049791235 -0.00010547986048907536 0.0050293335712918016 -0.016682108770541895 -0.02005375499616277 0.0040923036705129744 -9.275176276081092e-06 0.00097651349537724555 -0.0025860054553121571 -0.020148676925391698 0.0041328590863580128 -0.02385181133318073 -0.014498998771439077 0.029996432455859832 -0.0081644159118320278 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12.7055 12.4808 50.0935 12.459 12.3817 11.4511 11.1052 threshold=922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 -3.4999999999999996 37.500000000000007 28.500000000000004 14.500000000000002 22.500000000000004 32.500000000000007 6.5000000000000009 814.81753540039074 1.1510000228881838 52.500000000000007 6.5000000000000009 7.5000000000000009 4.7190001010894784 844.91958618164074 12.500000000000002 4.5000000000000009 -8.4999999999999982 1395.3037719726565 18.500000000000004 1443.1333007812502 25.500000000000004 1126.780944824219 2.5000000000000004 1061.0313110351565 1164.8808593750002 723.02862548828136 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 23 4 -4 6 7 28 21 -8 27 16 13 17 -14 18 29 -13 -16 -18 -20 -9 -23 -2 -10 -26 -7 -11 -6 -1 right_child=1 -3 3 -5 5 26 9 8 24 10 -12 12 14 -15 15 -17 19 -19 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-9.0108725815091377e-05 -0.0032354117410507638 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201.18799661844969 87.065101623535156 6206.9649720303714 3829.7594354897738 63.388538002967834 33.467316389083862 116.32262305915356 83.231379494071007 458.10169331729412 241.90513660013676 573.97417661547661 775.75857499241829 2417.8445906043053 leaf_count=336977 7835 944173 2801 21915 10448 8816 3359 4455 1922 812 125 322 377 75 376 262 151 1077 448 27853 16511 271 149 550 350 1892 1081 2372 3483 10285 internal_value=2.59108e-05 7.89009e-05 0.000910391 0.00134909 0.00244458 0.0027863 0.00209676 0.0034152 0.00589652 -0.00221594 0.000845316 -0.000107377 -0.00169131 -0.011157 -0.00102698 -0.00131203 -2.79887e-05 -0.0134017 -0.00155073 0.00158605 -0.00126883 0.00864493 -0.00174849 -0.00259147 0.00280039 0.00588988 0.00479119 0.00160732 0.00171087 -0.000151253 internal_weight=324294 232043 16618.9 14768.8 9752.38 9186.86 6835.81 5235.32 2131.74 1600.5 795.479 92251 4403.05 288.754 4114.29 4050.85 87848 270.794 4000.85 6232.98 3916.82 1129.28 96.8559 1850.15 1002.46 541.333 2351.05 770.051 3103.58 81615 internal_count=1411523 1016809 72636 64251 42336 39535 29638 22970 9039 6668 3309 394714 19448 1474 17974 17597 375266 1399 17335 28004 16959 4875 420 8385 4164 2242 9897 3184 13931 347262 is_linear=0 shrinkage=0.03 Tree=566 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 0 0 0 0 1 2 3 0 0 1 3 2 0 0 1 2 0 2 1 2 2 0 2 2 split_gain=2.39477 12.943 26.6956 36.04 19.3463 13.296 40.6909 20.7468 20.1721 22.605 14.7532 12.1343 29.1434 23.023 22.4526 19.1683 18.2742 18.1084 15.4923 14.8651 13.7697 11.9806 15.7987 11.9614 11.7335 11.6516 11.2664 18.0087 15.1831 19.5412 threshold=922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 -3.4999999999999996 37.500000000000007 29.500000000000004 32.500000000000007 14.500000000000002 22.500000000000004 6.5000000000000009 814.81753540039074 1.1510000228881838 52.500000000000007 6.5000000000000009 7.5000000000000009 4.7190001010894784 844.91958618164074 12.500000000000002 4.5000000000000009 -8.4999999999999982 1395.3037719726565 18.500000000000004 1443.1333007812502 2.5000000000000004 1061.0313110351565 971.01849365234386 31.500000000000004 1164.8808593750002 1289.946716308594 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 23 4 -4 6 8 26 -6 21 25 16 13 17 -14 18 -1 -13 -16 -18 -20 -10 -23 -2 -7 -9 27 -8 -28 -30 right_child=1 -3 3 -5 5 24 7 10 9 -11 -12 12 14 -15 15 -17 19 -19 20 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0001467172673032485 -0.0031380803248748932 1.4312836449486981e-05 -0.0030094565142588054 -0.00075733072783615654 0.0016597962084347474 0.0053690797078446879 0.036196247232940126 -0.0047555754539191 0.0093430221107771109 0.0024252794434841247 -0.021773190535674839 0.00010380838506325061 0.016773755983873883 0.022010978628941701 -0.0142498106965888 0.017110414022216889 -0.0211326426318789 -0.017665298631291019 0.010596642373588179 0.0016333668550672076 -0.0014984350729504499 0.0071055900533654841 -0.018391871643828238 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0.0020347 -0.00243204 0.00323456 0.00537495 0.000820184 -0.000104164 -0.00164138 -0.0108796 -0.000996266 -0.00127269 -2.71497e-05 -0.0130726 -0.00150436 0.00153868 -0.00123089 0.00839595 -0.00169804 -0.00251373 0.00465096 0.00155927 -0.00640018 0.00590602 -0.00766449 -0.00106058 internal_weight=324286 232038 16614.7 14764.5 9748.64 9182.37 6833.07 1446.86 5386.21 2283.09 795.158 92247.5 4401.09 287.27 4113.82 4050.8 87846.4 269.314 4000.39 6232.11 3916.36 1127.91 96.749 1850.14 2349.3 769.97 651.7 60.7164 590.984 204.766 internal_count=1411523 1016809 72636 64251 42336 39535 29638 6032 23606 9675 3309 394714 19448 1474 17974 17597 375266 1399 17335 28004 16959 4875 420 8385 9897 3184 2723 253 2470 853 is_linear=0 shrinkage=0.03 Tree=567 num_leaves=31 num_cat=0 split_feature=1 2 3 2 2 3 2 0 2 1 2 2 0 0 3 0 2 0 2 2 1 0 1 0 1 2 2 0 1 3 split_gain=2.34292 7.47951 10.0207 2.29549 17.5665 17.0363 28.2443 20.2594 21.1845 14.6298 12.958 20.4877 30.8928 19.664 12.7462 12.4444 18.5264 19.9831 19.0866 18.6208 18.2568 16.4967 13.9762 12.879 13.037 12.1778 11.8248 14.5331 22.5986 22.2094 threshold=-64.499999999999986 55938.710937500007 8.545499801635744 234.47260284423831 238.29680633544925 1.247500002384186 199.21649169921878 38.500000000000007 156.82556152343753 16.500000000000004 161.39817047119143 202.10085296630862 26.500000000000004 19.500000000000004 1.8989999890327456 63.500000000000007 228.54534149169925 60.500000000000007 207.08887481689456 224.80538177490237 1.0000000180025095e-35 65.500000000000014 1.5000000000000002 39.500000000000007 1.5000000000000002 173.86003112792972 219.02408599853518 39.500000000000007 1.0000000180025095e-35 1.4100000262260439 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 14 6 -2 9 -9 10 -7 12 -12 -13 -5 16 17 19 25 22 -21 -17 26 -18 -25 -19 -10 -28 29 -29 right_child=3 -3 -4 4 -6 7 -8 8 15 -11 11 13 -14 -15 -16 21 23 18 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.0085606156642352646 5.4472462310082885e-05 0.020456236373993211 -0.041504709917461052 0.0034873328693233127 3.7166812715902927e-05 -0.0012572034143471969 0.0041455565425656121 0.0013313607235832042 -0.00096620691932571923 0.034704561422137369 0.0022407078650133641 -0.021036309388794729 0.014366957628361808 0.00069799368683472207 0.029865642294737836 0.016568372984964667 -0.015607888712144245 -0.0077095020025465654 -0.0050270291454745462 -0.0024397670950128091 0.011166879112910708 0.00050249133213953472 -0.0044062073862583201 -0.0078494074061571089 0.0057497273673484377 -0.0323287640416055 0.0036646700334060254 -0.0057179351312117016 0.0040428305027312905 -0.026069484129463378 leaf_weight=6.0780509784817722 12290.943065792322 5.2875398895703247 8.8182201888412219 1044.6432138681412 291731.27544240002 1692.7699609771371 1732.9251973703504 2077.7561609447002 6925.0959347784519 11.490606814622877 658.89343669265509 38.259531334042549 265.17828063666821 1803.6298729777336 16.750853732228279 67.329341843724251 137.73120331764221 33.084883451461792 686.90780329704285 158.63150143623352 201.46025873720646 394.87279302626848 1517.8918309956789 288.8104309886694 81.306392595171928 39.878127157688141 93.087668567895889 100.53276696801186 73.626994416117668 92.814020097255707 leaf_count=72 52768 417 101 4376 1271167 7522 7258 9080 28653 60 2876 179 1114 7645 73 287 578 145 2998 659 838 1741 7706 1194 365 177 382 418 302 372 internal_value=2.43802e-05 -0.0101964 -0.0210768 2.50164e-05 5.1183e-05 -0.000218473 0.000560006 -0.000844428 -0.00144467 0.000897248 0.000810123 0.00207533 0.00572054 0.000246531 0.00390363 -0.00197418 -0.00218762 -0.0019016 -0.00657662 -0.00151392 0.00517273 0.00284282 -0.00178743 -0.00777633 -0.00486198 -0.0211652 -0.0012418 -0.00654237 -0.0101013 -0.0154875 internal_weight=324278 20.1838 14.8963 324258 292793 31464.9 14023.9 17441 12970.8 4470.22 4458.73 2765.96 924.072 1841.89 1061.39 10893.1 10430.9 9923.01 759.871 9163.14 360.092 462.202 8803.05 507.848 370.117 72.963 7285.16 360.061 266.974 193.347 internal_count=1411523 590 173 1410933 1275616 135317 60026 75291 55895 19396 19336 11814 3990 7824 4449 46815 44787 42650 3320 39330 1497 2028 37833 2137 1559 322 30127 1474 1092 790 is_linear=0 shrinkage=0.03 Tree=568 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 0 0 0 2 0 1 0 2 0 2 3 0 0 1 3 0 0 1 2 1 2 2 1 2 split_gain=2.22157 12.1814 25.1198 33.9249 18.2078 12.5278 38.3689 21.8844 17.9735 18.8657 14.6523 14.0037 12.2257 28.3428 14.3015 11.4431 27.6054 21.9077 21.2548 17.9115 17.2158 14.5768 14.0485 13.0075 11.2604 11.0502 10.9646 10.7828 10.7758 19.5655 threshold=922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 -3.4999999999999996 37.500000000000007 28.500000000000004 14.500000000000002 21.500000000000004 937.66867065429699 32.500000000000007 6.5000000000000009 24.500000000000004 1126.780944824219 25.500000000000004 814.81753540039074 1.1510000228881838 51.500000000000007 6.5000000000000009 7.5000000000000009 4.7190001010894784 12.500000000000002 4.5000000000000009 -8.4999999999999982 1443.1333007812502 2.5000000000000004 1061.0313110351565 1164.8808593750002 1.0000000180025095e-35 1209.7733154296877 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 24 4 -4 6 7 27 -9 -10 -8 26 -11 14 -14 20 17 -17 -18 21 -1 -20 -22 -23 28 -7 -12 -6 29 -2 right_child=1 -3 3 -5 5 25 10 8 9 12 11 -13 13 -15 -16 16 18 -19 19 -21 22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00014216618322642104 -0.011021322808189852 1.2797720758782938e-05 -0.0029165422708739884 -0.00073579268732655871 0.00058835503318867765 0.0052109575075993224 -0.004949104089159469 0.0084026260957200932 0.020741454495270279 -0.0025079578726981476 -0.004615362732036366 -0.021324937737633491 0.003288638168128041 0.001954577980757947 0.028205312563924504 -0.014106889962726618 0.016381220472820295 0.0091158919000750935 -0.013823755325353557 0.016463882372942589 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internal_value=2.36477e-05 7.31564e-05 0.000855953 0.00126899 0.00230079 0.0026231 0.00197331 0.00321636 0.00555883 0.00288682 -0.00209381 0.000794684 0.00202039 0.00434166 0.0197834 -0.000100892 -0.00159403 -0.0106096 -0.00096759 -0.00123565 -2.61158e-05 -0.00146049 0.00149381 -0.00119521 -0.00243928 0.0045137 0.00151154 0.00160913 -0.00304463 -0.000671413 internal_weight=324275 232034 16610.5 14760.4 9744.96 9177.98 6830.41 5231.49 2128.82 1097.56 1598.92 794.836 1046.77 692.026 92.6547 92240.9 4399.14 285.81 4113.33 4050.74 87841.8 3999.93 6231.19 3915.9 1850.13 2347.57 769.885 3102.67 1734.12 864.003 internal_count=1411523 1016809 72636 64251 42336 39535 29638 22970 9039 4559 6668 3309 4348 2870 392 394714 19448 1474 17974 17597 375266 17335 28004 16959 8385 9897 3184 13931 7835 3991 is_linear=0 shrinkage=0.03 Tree=569 num_leaves=31 num_cat=0 split_feature=1 2 3 2 2 2 0 0 1 0 0 0 0 0 1 2 0 2 3 0 0 2 1 3 0 0 1 2 2 0 split_gain=2.18073 6.9765 9.10679 2.629 2.12095 11.4218 23.7086 31.934 17.1364 11.8035 36.3466 18.6007 18.0154 20.0899 13.2924 11.3029 14.8216 10.7685 26.1339 21.0236 20.119 17.2338 16.7433 16.1727 13.7166 13.2579 12.2866 10.6175 10.6165 16.9588 threshold=-64.499999999999986 55938.710937500007 12.393000125885012 17012.167968750004 922.17691040039074 1526.1497802734377 10.500000000000002 44.500000000000007 -3.4999999999999996 37.500000000000007 29.500000000000004 32.500000000000007 14.500000000000002 22.500000000000004 6.5000000000000009 1395.3037719726565 18.500000000000004 814.81753540039074 1.1510000228881838 52.500000000000007 6.5000000000000009 844.91958618164074 7.5000000000000009 4.7190001010894784 12.500000000000002 4.5000000000000009 -8.4999999999999982 1443.1333007812502 971.01849365234386 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 17 6 27 8 -8 10 12 28 -10 15 -13 -14 -17 23 19 21 -20 -19 24 -2 -22 -25 -26 -6 29 -12 right_child=4 -3 -4 -5 5 -7 7 -9 9 -11 11 14 13 -15 -16 16 -18 18 20 -21 22 -23 -24 25 26 -27 -28 -29 -30 -31 leaf_value=-0.020011306068962138 -0.0001380785607156932 0.020212584443942 -0.051874017787168089 0.011080816411359723 -0.0029607316338461946 1.3491345728646783e-05 -0.002825494912213899 -0.00071378558900475706 0.0015610818567854867 0.0043815071089723006 0.035287345791677797 0.0014663537519471637 0.0088475693786190246 0.0022939131471419135 -0.020884888982901455 0.0066499933273025651 -0.01806262181183375 0.00040140791670012754 0.015997138611050617 0.021088686114668281 -0.013410260532278642 -0.016982935609813614 0.015849608305755287 -0.020037269205076164 0.010069128621461062 0.0015368358518021833 -0.0014109830946669852 0.0064197996125153339 -0.0072980550301799058 -0.0026745428656028548 leaf_weight=4.4914285242557543 81609.442255727947 5.1920932126231483 5.2823040708899489 5.3785226568579674 1732.6301455460489 215403.54993924906 567.68473301827908 5014.9785398766398 3102.227482393384 2345.8752069473267 13.67256687581539 769.79796789586544 1028.7208757847548 1154.9363581389189 24.715432435274124 63.24493208527565 33.365549132227898 69.386610276997089 62.175832532346249 17.946228235960007 84.019421361386776 197.13696718961 51.192101284861565 25.742504427209496 85.783178709447384 6204.3255679421127 3829.6670776456594 115.85640236735344 590.13172958791256 46.993775814771652 leaf_count=52 347259 417 61 60 7833 943591 2801 21915 13931 9897 56 3184 4455 4800 125 271 149 322 377 75 376 1077 262 151 448 27850 16511 550 2470 197 internal_value=2.29391e-05 -0.00979877 -0.0200825 -0.00306799 2.35553e-05 7.19336e-05 0.000830066 0.00123128 0.00223262 0.00254563 0.00191487 -0.00230913 0.0030491 0.00507349 0.000771059 0.00792619 -0.00188479 -9.81331e-05 -0.0015469 -0.0103408 -0.000938657 -0.0124571 -0.00119861 -2.56069e-05 -0.00141683 0.00144769 -0.00115947 -0.00237279 -0.00606952 0.00588105 internal_weight=324266 20.3443 15.1523 9.86995 324245 232008 16604.8 14756.3 9741.37 9173.68 6827.81 1445.31 5382.5 2280.27 794.513 1125.33 96.6105 92236.8 4397.31 284.47 4112.84 266.524 4050.66 87839.5 3999.47 6230.07 3915.45 1848.49 650.798 60.6663 internal_count=1411523 590 173 112 1410933 1016225 72634 64251 42336 39535 29638 6032 23606 9675 3309 4875 420 394708 19448 1474 17974 1399 17597 375260 17335 28001 16959 8383 2723 253 is_linear=0 shrinkage=0.03 Tree=570 num_leaves=31 num_cat=0 split_feature=2 2 0 3 0 0 0 2 0 0 1 1 1 1 0 1 0 2 1 0 1 1 1 1 1 0 1 3 2 1 split_gain=3.60296 16.9821 21.8406 29.8342 14.4788 8.5636 26.3045 8.2874 27.3924 10.8875 15.747 9.52496 11.3237 8.14827 10.5191 7.96045 12.5852 11.6476 8.11525 7.69975 8.34854 7.60685 7.07829 7.32518 6.87824 9.49797 9.50197 9.11117 21.8418 19.1598 threshold=224.80538177490237 219.02408599853518 39.500000000000007 1.4100000262260439 69.500000000000014 55.500000000000007 54.500000000000007 228.54534149169925 37.500000000000007 59.500000000000007 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 61.500000000000007 -9.4999999999999982 59.500000000000007 184.1896667480469 -22.499999999999996 43.500000000000007 5.5000000000000009 -4.4999999999999991 -10.499999999999998 -4.4999999999999991 3.5000000000000004 39.500000000000007 9.5000000000000018 1.1980000138282778 191.53874969482425 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 -3 5 13 6 21 8 -2 10 22 12 -11 14 -5 16 17 18 -1 -12 -21 -4 -10 -24 27 26 -26 28 -17 -30 right_child=7 2 3 4 -6 -7 -8 -9 9 11 19 -13 -14 -15 -16 24 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.027383532828249381 -0.025969141085103946 0.001227774399237102 0.015261257276675468 -0.025870554431073112 0.017293908429124684 -0.0093440797220754827 0.02221312048454108 2.0191454482974452e-05 0.022740559611530584 0.0010280863468474398 0.0050570919494982158 0.0098129488389649879 -0.013354000547605726 -0.010800924343262439 -0.0064816249221023988 2.7888509634536745e-05 -0.024741399052486415 0.011768288688441295 -0.0011227363965465372 0.015278942544438576 -0.0047547241984820954 -0.0047230977166967131 -0.013062352813915596 0.0015624228920733062 0.0011361622797190375 -0.0026462953040541364 0.017737742259856571 -0.00056498523524186836 0.00063410924209639946 0.0074854166516927874 leaf_weight=9.4912103340029699 29.554499641060829 439.8875040858984 18.570279195904732 107.31757704913616 12.033889278769491 105.16898775100708 43.272181525826454 293901.79654952593 13.275077775120733 115.28088466823101 208.26916261017323 47.525803104043007 86.045686677098274 125.6433220654726 32.90491484105587 8928.969917267561 12.842613220214842 147.77041779458523 169.52839002758265 184.38728994131088 20.836718767881393 222.91636741161346 33.174764737486839 434.90757125616074 181.53978377580643 1786.5719175189734 37.424780413508415 15303.976101309061 753.6034020036459 716.74600048363209 leaf_count=65 127 1862 84 431 51 439 180 1280854 69 464 923 235 379 602 133 37217 63 818 911 746 99 930 146 1750 912 10065 205 64699 3095 2890 internal_value=-1.19897e-06 -0.000319343 -0.00396262 -0.00738146 -0.0148924 -0.00202845 0.000673413 3.02367e-05 0.00254657 0.00328345 0.00482702 -0.00226708 -0.00511873 -0.0163492 -0.0213207 -0.00017546 0.00438953 0.00553436 0.000388601 0.00912084 0.0132449 -0.0031863 0.00113855 0.00052591 -0.000231414 -0.00192353 0.00397366 -9.9384e-05 0.00058581 0.00397389 internal_weight=324231 29156.2 1107.72 667.828 277.9 389.928 284.759 295075 1173.26 1143.7 894.851 248.852 201.327 265.866 140.222 28048.5 339.633 326.79 179.02 413.493 205.224 241.487 481.357 468.082 27708.8 2005.54 218.965 25703.3 10399.3 1470.35 internal_count=1411444 125652 4712 2850 1217 1633 1194 1285792 4938 4811 3733 1078 843 1166 564 120940 1857 1794 976 1768 845 1014 1965 1896 119083 11182 1117 107901 43202 5985 is_linear=0 shrinkage=0.03 Tree=571 num_leaves=31 num_cat=0 split_feature=1 3 0 2 2 2 1 2 1 2 3 0 2 2 3 2 0 2 3 0 1 2 2 1 1 0 3 0 2 2 split_gain=3.49814 29.3572 13.5143 14.2753 14.8989 15.3522 13.2123 10.8167 12.1445 20.3292 10.7548 15.6399 9.93762 17.3722 18.094 15.3693 10.889 10.0485 14.0396 14.9307 23.8202 9.89709 9.56445 9.27436 8.39162 8.24194 8.01212 7.92936 7.14942 6.9458 threshold=-8.4999999999999982 1.532000005245209 46.500000000000007 177.03444671630862 3152.5231933593755 25057.239257812504 -16.499999999999996 61082.773437500007 -18.499999999999996 32790.857421875007 5.4584999084472665 27.500000000000004 2554.751831054688 1126.780944824219 1.8989999890327456 723.02862548828136 62.500000000000007 3673.091186523438 7.7119998931884775 13.500000000000002 -12.499999999999998 5006.9262695312509 3673.103149414063 -36.499999999999993 -16.499999999999996 42.500000000000007 1.7404999732971194 3.5000000000000004 52302.683593750007 19525.543945312504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 25 8 27 12 11 -11 13 15 -15 16 -10 26 19 20 -19 -22 24 -4 -20 -6 -14 -3 -13 -24 right_child=-2 7 23 4 5 -7 -8 -9 9 10 -12 28 17 14 -16 -17 -18 18 22 -21 21 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.010894183767096999 -1.535417359378089e-05 0.019491809670431036 -0.014302648293812078 0.011565742728378263 -0.0073827220848098748 0.022624621778232646 0.002239620753983641 0.0036508026035887635 -0.0055146154416021217 -0.018027827728527214 -0.0012268342118503725 -0.0055128730845849976 0.014486163327861101 -0.031005656456344986 -0.0073745299019220417 0.0068488918575329094 0.0067764161144245284 0.0078859611414678118 -0.027338092824583098 -0.00085645129109260644 -0.033975052536632688 -0.010603455360646379 0.015941892786396329 0.0023576626799483185 0.0036823713090980131 -0.041021065981951897 0.0018637367740823594 0.0012738338326842736 0.019209818565931788 0.0034376643164561343 leaf_weight=37.023958072066307 317639.87321696582 21.926794868544675 30.922148004174232 426.33070935308933 17.48594950884581 28.605746269226074 171.76559272408485 493.95953799388371 476.01051231473684 155.50240470468998 107.36852388270199 55.022222474217415 71.838507935404778 35.047003403306007 173.64691343158484 155.16819435358047 75.107218667864799 32.977789572440088 12.290298096835611 1412.2748116254807 35.887439649784938 29.887722820043564 83.966478827409446 1093.5938587710261 21.717239817604423 10.487022668123243 122.32458521425724 1110.0582963004708 13.018197134137152 76.32112964708358 leaf_count=201 1375426 363 154 2462 101 124 797 4068 2215 641 689 247 409 176 891 776 350 198 72 6482 165 145 499 5633 201 54 640 6771 61 433 internal_value=-1.16331e-06 0.000683096 0.00392913 0.0072287 0.00825361 0.00206969 -0.000874107 -0.000552514 -0.00103792 -0.0019969 -0.00903066 -0.0127789 -0.0011699 -0.00373838 -0.011343 -0.00149136 -0.00383957 6.7334e-05 -0.000668932 -0.00164502 -0.0129224 -0.0233552 0.00692209 0.00189953 -0.0075284 -0.0199937 0.00653392 0.00162672 -0.000782672 0.00998799 internal_weight=324227 6587.54 1816.21 691.699 654.675 228.344 199.739 4771.32 4277.36 3145.38 330.911 223.543 2814.47 914.98 208.694 706.286 551.118 1899.49 1705.32 1511.03 98.753 65.7752 194.295 1124.52 34.0075 27.973 194.163 1131.99 68.0404 160.288 internal_count=1411444 36018 9526 3739 3538 1076 952 26492 22424 15290 1638 949 13652 4408 1067 3341 2565 9244 8195 6990 508 310 1205 5787 273 155 1049 7134 308 932 is_linear=0 shrinkage=0.03 Tree=572 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 1 3 0 0 3 0 0 0 1 2 2 0 1 0 0 0 2 1 1 0 2 1 2 0 0 split_gain=3.41638 12.5912 13.0645 18.5867 27.2907 13.027 19.4296 21.7632 27.0473 12.0453 13.0547 12.2217 10.1883 14.2735 14.4302 18.4144 13.3893 9.98436 8.44473 10.2759 9.9781 12.2183 17.5844 14.1366 8.50379 23.7253 17.3649 11.9993 16.2365 16.2212 threshold=286.97653198242193 317.43702697753912 -2.4999999999999996 38.500000000000007 31.500000000000004 1.5000000000000002 1.247500002384186 64.500000000000014 40.500000000000007 1.4100000262260439 69.500000000000014 57.500000000000007 45.500000000000007 -1.4999999999999998 308.54922485351568 294.42443847656256 42.500000000000007 -9.4999999999999982 60.500000000000007 67.500000000000014 80.500000000000014 207.08887481689456 -1.4999999999999998 1.0000000180025095e-35 51.500000000000007 234.47260284423831 3.5000000000000004 249.24568176269534 49.500000000000007 37.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 3 4 -2 9 -7 8 -8 11 -11 12 13 -4 15 16 -15 -1 24 -20 21 -21 -23 -24 27 -26 -27 29 -29 -19 right_child=1 -3 5 -5 -6 6 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 20 -22 22 23 -25 25 26 -28 28 -30 -31 leaf_value=0.0039032576278003666 0.003413997006093497 1.0269189619675347e-05 0.035525893066862144 0.008296385547050842 -0.014225285332214859 -0.017035827880972965 -0.0012860857344755554 -0.013510073468804602 0.01376147170534963 0.0018552413114009227 0.014091050964449514 0.028538059059558502 0.0028850460576578208 -0.015620004210425333 -0.0091487844932725479 0.026104370916766685 0.016554003117461771 0.0013628956047229412 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20313 348 79251 internal_value=-1.12275e-06 3.61282e-05 0.00158552 -0.00347095 -0.00686833 0.00208634 -0.00140614 2.26527e-05 0.00204002 0.00288098 0.00218598 0.00741331 0.00627536 0.0125045 0.008858 0.0143178 0.000446225 -0.000255705 -0.000307913 -0.00163514 0.00121966 0.00223951 0.00808419 0.0114109 -0.000167807 0.000666723 0.00529061 -0.000415874 -0.00177976 -0.000138028 internal_weight=324223 282837 4643.01 418.43 324.689 4224.57 783.044 717.458 624.38 3441.53 2983.96 457.572 434.183 153.024 132.1 101.365 46.564 41385.2 40872.2 3902.59 879.141 797.898 229.37 197.666 36969.6 8471.22 893.385 28498.3 4823.05 23675.3 internal_count=1411444 1233790 19745 1831 1415 17914 3693 3280 2837 14221 12321 1900 1804 628 539 414 189 177654 174935 17040 3940 3538 979 850 157895 36025 3653 121870 20661 101209 is_linear=0 shrinkage=0.03 Tree=573 num_leaves=31 num_cat=0 split_feature=2 2 0 3 0 0 0 2 0 0 1 1 1 1 0 3 2 2 3 3 2 3 2 0 0 2 0 2 0 1 split_gain=3.28839 15.9851 20.5581 28.086 13.4122 8.0866 24.7585 7.93313 25.8847 10.0628 14.8065 8.96217 10.7057 7.62665 9.92221 7.28122 25.673 13.202 20.5311 72.1151 29.9707 20.2833 49.8672 20.0107 13.9235 14.1144 35.9076 13.6927 63.1429 12.0826 threshold=224.80538177490237 219.02408599853518 39.500000000000007 1.4100000262260439 69.500000000000014 55.500000000000007 54.500000000000007 228.54534149169925 37.500000000000007 59.500000000000007 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 61.500000000000007 1.1980000138282778 191.53874969482425 191.53874969482425 1.2994999885559084 1.3535000085830691 202.10085296630862 1.2994999885559084 184.1896667480469 44.500000000000007 41.500000000000007 210.22515869140628 40.500000000000007 199.21649169921878 57.500000000000007 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 -3 5 13 6 -4 8 -2 10 -10 12 -11 14 -5 16 -1 21 -19 20 -20 22 -17 -24 25 -21 -27 -26 29 -29 right_child=7 2 3 4 -6 -7 -8 -9 9 11 -12 -13 -14 -15 -16 17 -18 18 19 24 -22 -23 23 -25 27 26 -28 28 -30 -31 leaf_value=-0.00017250789764469113 -0.02522915773467941 0.001192546180675266 -0.0030861608699289424 -0.02509545533833767 0.016532583876510635 -0.0090784252107553882 0.021576799556080124 1.9112415870441561e-05 0.0011123612489528818 0.0010613464166878536 0.0088513641338177195 0.0095613861402377466 -0.012942531703690982 -0.010481764699825299 -0.0062602658765187006 -0.0011774718981608307 0.0038365268252146798 0.0038192842449976641 -0.029455849641265314 0.0010320771945317236 0.0039170728507369381 0.0010928176085028664 -0.031526884379453154 0.012700564636081891 -0.00070673586567580686 -0.0013498690870435315 -0.01921446036503402 -0.030069330420704216 -0.0033367368797052369 -0.0037584097563596736 leaf_weight=9835.745193451643 29.553893700242043 439.91188064217567 241.27296285331249 107.21883545815945 12.020477399230002 105.13759510219097 43.191144496202469 293894.66246807377 481.26079411804676 115.27030646800995 413.81237103044987 47.67098768055439 85.629658997058868 125.06451812386513 32.894093915820122 3586.576291538775 1683.6993395239115 562.29091753065586 119.75884560495615 2160.747065320611 30.357977718114853 6571.1746308766305 67.103362865746021 10.67122036218643 941.6743963137269 1059.5139072388411 111.96180917322636 102.91326843202114 1180.7242849469185 18.537875033915043 leaf_count=42314 127 1862 1014 431 51 439 180 1280854 1965 464 1768 235 379 602 133 15422 7066 2365 593 9250 126 28622 327 45 4045 4509 517 435 5168 136 internal_value=-1.08933e-06 -0.000305062 -0.00384142 -0.00716252 -0.0144619 -0.0019691 0.0006585 2.89406e-05 0.00249097 0.00320731 0.00469028 -0.00213268 -0.00490753 -0.0158668 -0.0206735 -0.000165503 0.000413459 -0.000569116 -0.00165096 -0.00218812 -0.0227069 9.55469e-05 -0.00169283 -0.0254586 -0.00163572 -0.000405565 -0.00305725 -0.00346257 -0.00545546 -0.0260533 internal_weight=324218 29150.2 1106.71 666.8 277.198 389.602 284.464 295068 1173.2 1143.64 895.073 248.571 200.9 265.177 140.113 28043.5 11519.4 16524 6288.48 5726.19 150.117 10235.5 3664.35 77.7746 5576.07 3332.22 1171.48 2243.85 1302.18 121.451 internal_count=1411444 125652 4712 2850 1217 1633 1194 1285792 4938 4811 3733 1078 843 1166 564 120940 49380 71560 27144 24779 719 44416 15794 372 24060 14276 5026 9784 5739 571 is_linear=0 shrinkage=0.03 Tree=574 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 2 1 0 2 1 2 2 2 0 2 1 0 0 0 2 2 0 0 1 2 2 0 0 2 2 split_gain=3.20558 27.3498 12.8478 11.685 14.5916 16.883 11.6581 10.644 10.2091 11.9826 19.0443 9.97877 13.8092 11.3243 11.9119 10.9236 11.9077 9.80115 14.7921 9.31117 14.6482 13.3006 13.7408 22.1506 12.6429 14.2079 11.0769 9.43628 9.1354 8.89205 threshold=-8.4999999999999982 1.532000005245209 25057.239257812504 3673.091186523438 46.500000000000007 177.03444671630862 -36.499999999999993 84.500000000000014 61082.773437500007 -18.499999999999996 32790.857421875007 3673.103149414063 16176.651367187502 46.500000000000007 5579.1726074218759 -17.499999999999996 52.500000000000007 15.500000000000002 27.500000000000004 2871.6833496093755 3673.091186523438 11.500000000000002 13.500000000000002 -12.499999999999998 1126.780944824219 723.02862548828136 60.500000000000007 62.500000000000007 5006.9262695312509 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 -1 -6 8 9 -3 19 15 13 14 -13 -5 -17 -12 -19 24 26 29 23 -23 25 27 -21 -11 -25 -22 right_child=-2 7 -4 11 6 -7 -8 -9 -10 10 17 12 -14 -15 -16 16 -18 18 -20 20 21 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=-0.010598805313570834 -1.4639912983046936e-05 0.0015758634732192943 0.01599030994737987 -0.021223892489213612 -0.017206372220013456 0.010424011640359984 0.0029085750447282121 0.031758259000540627 0.00348993081825081 -0.0053321434483664804 -0.0013759146045840343 -0.027466519515470172 -0.0058251230533170016 0.012242151712819076 0.0036319501310837538 0.0031247735917695097 -0.014023373872312844 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160 1329 773 106 347 145 930 internal_value=-1.06105e-06 0.00065426 0.00379203 0.00326885 0.00486925 0.00884377 0.00216267 -0.000537646 -0.000599834 -0.00107175 -0.00202609 -0.000513488 0.00277815 0.00731765 -0.00261752 -0.00579552 -0.00258232 -0.00884334 -0.0124229 -0.0012247 2.47635e-05 -0.000754501 -0.00170535 -0.0125026 -0.00361382 -0.0015327 0.00920281 -0.00378413 -0.0224828 0.00665527 internal_weight=324214 6581.64 1811.84 1737.33 1220.79 494.553 726.234 4769.79 4760.63 4268.13 3137.29 516.543 318.23 208.313 69.0351 198.313 164.131 330.006 223.074 2807.28 1843.28 1699.02 1505.8 99.0982 964 705.231 144.256 551.152 66.2805 193.229 internal_count=1411444 36018 9526 9140 6702 2869 3833 26492 26449 22386 15252 2438 1513 981 295 925 760 1635 949 13617 8953 8167 6933 477 4664 3335 786 2562 305 1234 is_linear=0 shrinkage=0.03 Tree=575 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 1 1 2 3 1 1 0 1 3 0 0 2 0 2 2 1 2 0 1 0 1 1 1 0 2 split_gain=3.24103 13.2548 21.5115 10.9398 13.0114 17.1045 10.5735 9.1841 22.1728 14.5021 11.8266 7.88686 7.44829 15.5761 18.8338 14.098 17.9716 12.2624 9.51473 9.59154 9.49618 9.49471 8.61765 7.83193 7.59351 8.83039 7.37029 7.11788 14.7216 23.4652 threshold=455.77806091308599 7.0125000476837167 4.7190001010894784 325.14366149902349 5.4584999084472665 1.0000000180025095e-35 -2.4999999999999996 342.01971435546881 8.545499801635744 -1.4999999999999998 -3.4999999999999996 7.5000000000000009 -2.4999999999999996 1.532000005245209 31.500000000000004 62.500000000000007 286.97653198242193 72.500000000000014 325.14366149902349 358.41200256347662 -9.4999999999999982 184.1896667480469 19.500000000000004 -3.4999999999999996 38.500000000000007 -5.4999999999999991 -3.4999999999999996 1.5000000000000002 65.500000000000014 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 -4 -6 -5 8 -3 10 -9 -10 13 20 18 16 24 -17 22 -20 21 -1 -15 -19 25 -16 -24 -14 -29 -30 right_child=-2 7 3 6 5 -7 -8 9 11 -11 -12 -13 27 14 15 17 -18 23 19 -21 -22 -23 26 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00074079860752026107 1.8971954675964243e-05 -0.016689871845232695 0.0030902869549287366 0.024528605415887094 0.0075411963279371341 -0.021693983517792944 0.0062137868000112801 -0.015086874100620068 -0.0015808376953902767 -0.012509379794619342 0.029593314829306834 0.017923973042802358 1.8432117104871646e-05 -0.011471874726046008 -0.0074892359541200463 0.0018976406203449041 -0.011211003881120852 -0.018005777396814943 -0.0072212324143840021 0.00044912659611196908 -0.00038967340468121524 0.008729472478563996 0.0097369628873994751 -8.8760144173857041e-05 -0.008458879681593005 -3.8763317615361998e-05 0.00063972707228869856 -0.00052376411363884272 0.025313270278938635 -0.0055597749222150283 leaf_weight=167.30984292179346 262329.54193514446 43.453127682209015 424.53523887693882 30.200305610895157 29.362685069441795 46.588751375675201 468.06724405288696 8.5376014895737171 31.218532208353281 193.80347174406052 14.199386149644852 46.372984617948532 43741.515886336565 28.466796554625034 203.41763374209404 406.71498849987984 440.10612072050571 51.417298272252083 200.82609896361828 544.62845376133919 2491.8963336199522 221.31199188530445 182.47843310236931 38.322809919714928 238.48046210408211 483.40436604619026 142.93117561936378 10186.787893097848 22.790121585130692 797.31875044852495 leaf_count=907 1146815 213 1971 178 193 261 2178 59 219 894 76 242 180450 137 921 1728 1869 223 860 2368 10585 1205 842 157 1015 2012 604 48539 97 3864 internal_value=-2.71103e-05 -0.000222321 -0.000189827 0.00417712 0.00104432 -0.0103917 0.00732386 -0.0061506 0.000467675 -0.00985017 0.0128162 0.0100763 -0.00026181 -0.00128008 -0.00280794 -0.00464637 -0.00622048 -0.00031707 0.000305686 -0.00161727 0.000290562 0.00465232 0.00435648 -0.0103545 -0.00384681 -0.00224539 0.00574114 -0.00015316 -0.000835067 -0.00470184 internal_weight=324256 61926.5 61588.9 998.754 500.487 75.9514 498.268 337.585 121.045 216.54 22.737 77.5915 60590.1 5841.71 2961.19 1861.86 1365.41 496.455 1099.33 745.455 2880.52 388.622 353.876 89.7401 925.302 686.822 325.41 54748.4 11006.9 820.109 internal_count=1411682 264867 263164 4781 2425 454 2356 1703 674 1029 135 461 258383 25433 12736 7925 5817 2108 4811 3228 12697 2112 1583 380 3948 2933 1446 232950 52500 3961 is_linear=0 shrinkage=0.03 Tree=576 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 1 1 2 3 1 1 0 1 3 0 0 2 0 2 2 1 2 0 1 0 0 1 2 1 0 split_gain=3.04947 12.4935 20.2698 10.3107 12.3136 16.2706 10.1913 8.64795 20.9195 13.6703 11.2832 7.45406 7.00467 14.6413 17.6893 13.2311 16.8326 11.5106 8.96227 9.00632 8.95686 8.99216 8.1021 7.45209 7.3728 7.12583 8.28201 6.78459 6.69997 13.8897 threshold=455.77806091308599 7.0125000476837167 4.7190001010894784 325.14366149902349 5.4584999084472665 1.0000000180025095e-35 -2.4999999999999996 342.01971435546881 8.545499801635744 -1.4999999999999998 -3.4999999999999996 7.5000000000000009 -2.4999999999999996 1.532000005245209 31.500000000000004 62.500000000000007 286.97653198242193 72.500000000000014 325.14366149902349 358.41200256347662 -9.4999999999999982 184.1896667480469 19.500000000000004 -4.4999999999999991 28.500000000000004 38.500000000000007 -5.4999999999999991 186.24382019042972 1.5000000000000002 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 -4 -6 -5 8 -3 10 -9 -10 13 20 18 16 25 -17 22 -20 21 -1 -15 -19 -24 26 -16 -23 -14 -30 right_child=-2 7 3 6 5 -7 -8 9 11 -11 -12 -13 28 14 15 17 -18 23 19 -21 -22 27 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00071830563776521675 1.8402817402063192e-05 -0.016239447136373663 0.0029992664541148208 0.024131043439422531 0.0073443196331615754 -0.02125960749956856 0.0060320598685695498 -0.014500164143112036 -0.0015338793518507815 -0.012144751588390958 0.029140807813338887 0.017441934277165609 1.7879084239620504e-05 -0.011077466383308688 -0.0072469495578570331 0.0018414494327277731 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1869 130 860 2368 10585 62 573 250 873 1015 2012 1143 48539 3961 internal_value=-2.62955e-05 -0.000215658 -0.000184136 0.00405833 0.0010144 -0.0101597 0.00711559 -0.00597621 0.000454774 -0.00956749 0.0125087 0.00979411 -0.000253959 -0.00124134 -0.00272185 -0.00450185 -0.00602498 -0.000307373 0.000296709 -0.00156812 0.000281959 0.00452375 0.00423202 -0.0100168 0.00557985 -0.00372771 -0.00217639 0.00850577 -0.000148578 -0.000810291 internal_weight=324251 61921.9 61584.9 997.161 499.669 75.3687 497.492 336.999 120.757 216.242 22.6058 77.4364 60587.8 5842.83 2963.02 1863.9 1367.37 496.531 1099.11 745.733 2879.81 387.705 353.381 89.9761 324.787 926.191 687.312 220.334 54744.9 11003.4 internal_count=1411682 264867 263164 4781 2425 454 2356 1703 674 1029 135 461 258383 25433 12736 7925 5817 2108 4811 3228 12697 2112 1583 380 1446 3948 2933 1205 232950 52500 is_linear=0 shrinkage=0.03 Tree=577 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 1 1 2 3 1 1 0 0 1 0 2 0 2 1 2 1 1 2 0 0 2 2 2 1 0 split_gain=2.86918 11.7761 19.0993 9.71771 11.6528 15.4769 9.82073 8.14346 19.737 12.8868 10.7672 7.04493 6.83784 11.8459 15.1187 63.7301 17.8788 27.0563 19.1634 14.2028 11.4019 13.9302 19.5545 26.1147 24.3298 19.4028 14.0922 10.7575 13.0504 12.8718 threshold=455.77806091308599 7.0125000476837167 4.7190001010894784 325.14366149902349 5.4584999084472665 1.0000000180025095e-35 -2.4999999999999996 342.01971435546881 8.545499801635744 -1.4999999999999998 -3.4999999999999996 7.5000000000000009 47.500000000000007 -2.4999999999999996 38.500000000000007 342.01971435546881 29.500000000000004 370.03324890136724 1.0000000180025095e-35 156.82556152343753 5.5000000000000009 1.0000000180025095e-35 215.8664245605469 45.500000000000007 45.500000000000007 302.06753540039068 164.41123962402347 377.56446838378912 1.0000000180025095e-35 27.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 -4 -6 -5 8 -3 10 -9 -10 13 -1 16 19 27 -18 -19 -16 21 26 23 -23 -24 -26 -21 28 -15 -29 right_child=-2 7 3 6 5 -7 -8 9 11 -11 -12 -13 -14 14 15 -17 17 18 -20 20 -22 22 24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.0020992376538009143 1.7850693484975987e-05 -0.015801088564766936 0.0029108874512764268 0.02373921445381226 0.0071519532241943792 -0.020833006091938753 0.0058555840703382054 -0.013942172431709279 -0.0014883033715696427 -0.01179100732232923 0.028697813407977734 0.016972687355555641 0.00015673021261240411 0.0016580510850949324 0.0021309761161331844 -0.0099818874999081601 0.00049043114997550743 0.0011328877039326237 0.0091405380357347955 -0.006236642822977658 -0.0051900646335625543 -0.0024961230414306231 0.0048455174843024694 0.0039831794023033303 -0.013878596875870926 0.022092958942113439 -0.0012436175319470858 -0.0025467256384599174 -0.0014326665239796613 0.0035109281186624982 leaf_weight=3742.3176623731852 262329.14300045336 43.188812136650085 424.07034002989531 29.372882410883904 29.134467750787735 45.661079294979572 467.35621722042561 8.6901781633496284 31.200080949813128 193.46461792290211 13.783383831381798 46.082306399941444 23307.129740215838 2433.3572350144386 1480.1543948575854 692.10638806968927 10738.927475735545 497.1516175121069 586.02096728980541 562.42741079628468 555.31134577095509 2182.1956113725901 1203.8233146220446 753.04707959294319 105.40461339056492 15.477116525173185 5329.4568378329277 3569.5427224785089 2485.4000850468874 346.33023321628571 leaf_count=16209 1146815 213 1971 178 193 261 2178 59 219 894 76 242 100054 10016 6321 2966 45147 2007 2530 2253 3610 9647 5089 3264 531 77 21394 14978 10840 1450 internal_value=-2.5505e-05 -0.000209192 -0.000178613 0.00394283 0.000985299 -0.00993226 0.00691309 -0.00580684 0.000442223 -0.00929317 0.0122096 0.0095197 -0.00024634 -0.000498346 -0.000319702 -0.00112639 0.000183264 0.000946234 0.00546521 -0.000623492 -0.00100427 -0.000775304 0.000531628 -0.000833835 0.00355718 -0.00927297 -0.00172024 -0.000837706 9.63416e-05 -0.00201097 internal_weight=324247 61917.6 61581.2 995.595 498.866 74.7955 496.729 336.409 120.471 215.938 22.4736 77.2824 60585.6 37278.5 33536.1 12879.4 20656.7 11822.1 1083.17 12187.3 10707.1 10151.8 4259.95 2935.24 1324.71 120.882 5891.88 8834.63 4918.76 3915.87 internal_count=1411682 264867 263164 4781 2425 454 2356 1703 674 1029 135 461 258383 158329 142120 55152 86968 49684 4537 52186 45865 42255 18608 12911 5697 608 23647 37284 20856 16428 is_linear=0 shrinkage=0.03 Tree=578 num_leaves=31 num_cat=0 split_feature=2 3 0 2 2 2 1 2 2 3 1 1 0 0 1 0 2 0 2 2 2 1 1 1 1 2 0 0 2 2 split_gain=2.70001 11.1 17.9963 9.69277 16.4923 11.0523 10.1448 8.58616 7.66871 18.621 12.1486 10.2771 6.65815 6.59677 11.1366 14.2292 60.0597 16.822 25.8831 13.3647 13.0098 15.91 12.5657 10.776 13.1055 18.3874 24.5697 22.915 18.2568 13.262 threshold=455.77806091308599 7.0125000476837167 17.500000000000004 282.07974243164068 186.24382019042972 234.47260284423831 1.0000000180025095e-35 87.470542907714858 342.01971435546881 8.545499801635744 -1.4999999999999998 -3.4999999999999996 7.5000000000000009 47.500000000000007 -2.4999999999999996 38.500000000000007 342.01971435546881 29.500000000000004 325.14366149902349 156.82556152343753 238.29680633544925 1.5000000000000002 16.500000000000004 5.5000000000000009 1.0000000180025095e-35 215.8664245605469 45.500000000000007 45.500000000000007 302.06753540039068 164.41123962402347 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 -1 -8 9 -3 11 -10 -11 14 -4 17 19 -16 20 -17 22 -22 -19 24 29 26 -26 -27 -29 -21 right_child=-2 8 13 -5 5 -7 7 -9 10 12 -12 -13 -14 -15 15 16 -18 18 -20 23 21 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.020912343739849178 1.731520841569624e-05 -0.01537440765128378 -0.0020352242473437106 0.0052438076730672804 -0.031291810322595225 -0.0043939581035460007 -0.028163910988288909 0.0058904678644503385 -0.013411002393945916 -0.0014440680332809409 -0.01144777657147 0.02826370563610817 0.016515838477648197 0.00015916159144938543 -0.00081277471635758333 0.0020669839953378157 -0.0096956142221305639 0.0018394020895421094 0.0038562515346863128 -0.0060502013562468131 0.00020951825211382592 -0.0035986896775528515 0.03197289799268016 -0.0050502804903548399 -0.0024230716820077087 0.0046952742803204788 0.0038601124884002158 -0.013536817799217853 0.021224129366409675 -0.0012062580925562357 leaf_weight=26.293513879179955 262328.95251490292 43.057807981967926 3744.1939533874393 781.02437004446983 23.623593792319298 32.890860453248024 9.4962184950709361 22.337116092443466 8.7622161023318768 31.191264003515244 193.28986068069935 13.578352861106396 45.938500314950943 23405.874587964267 8832.5067999586463 1480.198783762753 691.17954067885876 2775.2421109080315 2196.5354765504599 562.36712566018105 5642.7370087951422 1196.7541807740927 12.510768979787825 553.58766733109951 2180.5705595612526 1205.0548533797264 753.73311337828636 104.83269089460373 15.625051558017729 5329.6803111881018 leaf_count=190 1146815 213 16209 3694 122 150 84 98 59 219 894 76 242 100497 37284 6321 2966 11677 9223 2253 23045 5673 66 3610 9647 5089 3264 531 77 21394 internal_value=-2.47421e-05 -0.000202937 -0.000173273 0.00404814 -0.00409767 -0.0156375 0.00712209 -0.00426831 -0.00564232 0.000430013 -0.0090269 0.0119184 0.00925286 -0.00023558 -0.000483432 -0.000310164 -0.00109286 0.00017776 0.000917701 -0.00060491 0.000247246 -0.000456831 0.00197463 -0.000974342 -0.000752078 0.00051561 -0.000809113 0.00344817 -0.00902784 -0.00166859 internal_weight=324244 61914.7 61578.9 895.666 114.641 56.5145 58.1268 31.8333 335.818 120.188 215.63 22.3406 77.1298 60683.2 37277.3 33533.1 12876.8 20656.3 11823.8 12185.7 9627.24 6839.49 2787.75 10705.5 10151.9 4259.82 2934.3 1325.51 120.458 5892.05 internal_count=1411682 264867 263164 4338 644 272 372 182 1703 674 1029 135 461 258826 158329 142120 55152 86968 49684 52186 40461 28718 11743 45865 42255 18608 12911 5697 608 23647 is_linear=0 shrinkage=0.03 Tree=579 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 1 1 2 3 0 1 2 1 0 2 0 1 0 2 0 2 1 2 1 1 2 0 0 2 2 split_gain=2.54084 10.4627 16.9987 8.95763 10.6342 14.1234 9.49382 7.22188 17.568 11.7541 20.4682 7.48378 7.31489 6.29246 6.28931 6.05063 10.4701 13.3919 56.6009 15.828 24.394 17.9201 12.5761 10.1833 12.3296 17.2906 23.1162 21.5831 17.1826 12.4811 threshold=455.77806091308599 7.0125000476837167 4.7190001010894784 325.14366149902349 5.4584999084472665 1.0000000180025095e-35 -2.4999999999999996 342.01971435546881 8.545499801635744 9.5000000000000018 -1.4999999999999998 409.80384826660162 1.0000000180025095e-35 7.5000000000000009 396.72427368164068 47.500000000000007 -2.4999999999999996 38.500000000000007 342.01971435546881 29.500000000000004 370.03324890136724 1.0000000180025095e-35 156.82556152343753 5.5000000000000009 1.0000000180025095e-35 215.8664245605469 45.500000000000007 45.500000000000007 302.06753540039068 164.41123962402347 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 4 -4 -6 -5 8 -3 11 -11 -9 -13 -10 -12 16 -1 19 22 -18 -21 -22 -19 24 29 26 -26 -27 -29 -24 right_child=-2 7 3 6 5 -7 -8 9 13 10 14 12 -14 -15 -16 -17 17 18 -20 20 21 -23 23 -25 25 27 -28 28 -30 -31 leaf_value=-0.0019731973958447562 1.6795780005127349e-05 -0.014959036597050741 0.0027107300659221061 0.023271338752886207 0.0067400079068579925 -0.020174316161546614 0.0055471663750999659 -0.029051538554762481 -0.0014011363075122068 0.028164948446733951 0.012413328117914986 -0.028134004113122939 0.0030708158830414839 0.016071014206770956 -0.010019569246103701 0.00014724883361381052 -0.00078843903218181932 0.0020049190666798027 -0.0094175783358761162 0.00045707679483957442 0.00098371241343826092 0.0087226916759858466 -0.0058694250748066879 -0.0049138830111757938 -0.0023521126810161302 0.0045498846152208748 0.0037409804884961455 -0.013202581623585336 0.020401067765879018 -0.0011700225309617467 leaf_weight=3746.0068061351776 262328.76753856661 42.927799463272095 423.37975734472275 28.882165536284447 28.833237662911415 44.830533511936665 466.69020867347717 34.483009554445744 31.182709541171789 15.732325643301008 12.373685985803602 10.686187971383335 18.406098902225494 45.795907892286777 123.63821256160736 23307.842940442264 8831.9832776710391 1480.2391735836864 690.25202067941427 10738.743264108896 496.91717657446861 587.85709999501705 562.29825370013714 551.91114462167025 2178.9884060323238 1206.2367661744356 754.39346924424171 104.27066397666931 15.765569493174551 5329.893136844039 leaf_count=16209 1146815 213 1971 178 193 261 2178 176 219 86 57 64 82 242 564 100054 37284 6321 2966 45147 2007 2530 2253 3610 9647 5089 3264 531 77 21394 internal_value=-2.40022e-05 -0.00019687 -0.000168095 0.00372603 0.000880364 -0.0096396 0.00658014 -0.00548249 0.000418134 -0.00876841 -0.00423148 -0.0195974 -0.00839135 0.00899335 -0.00797874 -0.000231897 -0.00046897 -0.000300914 -0.00106034 0.000172422 0.000890171 0.00517759 -0.000586881 -0.000945305 -0.000729551 0.000500082 -0.000785119 0.00334262 -0.00878908 -0.00161849 internal_weight=324240 61911.4 61576.2 992.616 497.044 73.6638 495.572 335.226 119.906 215.32 151.744 63.5753 29.0923 76.9786 136.012 60583.6 37275.8 33529.7 12874.2 20655.5 11823.5 1084.77 12184 10703.8 10151.8 4259.65 2933.38 1326.27 120.036 5892.19 internal_count=1411682 264867 263164 4781 2425 454 2356 1703 674 1029 707 322 146 461 621 258383 158329 142120 55152 86968 49684 4537 52186 45865 42255 18608 12911 5697 608 23647 is_linear=0 shrinkage=0.03 Tree=580 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 1 1 1 1 1 0 0 1 3 3 0 1 1 0 0 0 2 1 1 0 2 0 1 1 0 split_gain=2.34622 11.9094 9.93886 11.4139 9.68727 10.0033 6.57125 9.39988 9.08369 14.5397 6.1499 7.63764 6.45362 5.81807 11.3287 9.72734 9.20483 6.11186 5.67713 9.82476 5.26535 5.22501 7.42824 5.21244 5.09422 19.4773 18.9683 15.7095 14.2751 11.3805 threshold=89440.765625000015 1.5000000000000002 85.500000000000014 17.500000000000004 89.500000000000014 -3.4999999999999996 1.5000000000000002 6.5000000000000009 30.500000000000004 42.500000000000007 91.500000000000014 95.500000000000014 1.0000000180025095e-35 1.532000005245209 1.7404999732971194 43.500000000000007 1.5000000000000002 2.5000000000000004 50.500000000000007 54.500000000000007 70.500000000000014 94494.871093750015 1.0000000180025095e-35 2.5000000000000004 6.5000000000000009 99995.847656250015 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 21 3 13 23 -6 10 -8 -9 -10 12 -12 -7 15 16 -3 -15 18 -17 -20 -5 -2 -23 -4 25 26 28 29 -16 -27 right_child=1 2 4 20 5 6 7 8 9 -11 11 -13 -14 14 24 17 -18 -19 19 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=2.2442810463414794e-05 -0.018563849866828269 -0.015117574977971797 0.004576124687119809 -0.028407988249369916 0.024789960311398622 0.002626162532208359 -0.0071663345409703118 0.011622066365584462 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2421.4997054580599 93.064630702137947 70.846441119909286 528.53776113688946 5106.4519871845841 leaf_count=1314108 89 285 1546 83 87 417 876 252 63 328 2072 982 374 564 592 408 71 68 186 373 88 11495 429 251 37612 13398 435 288 2331 21941 internal_value=1.91253e-06 -0.000315211 -0.000397212 -0.000596466 0.00190742 0.000542627 0.000223775 -0.00347078 0.0038044 -0.00606163 0.00161652 0.0029072 -0.00352107 -0.000561531 -0.000490604 -0.00468801 0.00820425 -0.00191144 -0.000700699 -0.00475235 -0.016997 0.00631312 0.00709754 0.00602852 -0.000557274 -2.07962e-05 -0.00470141 0.000428866 -0.00654989 0.000296538 internal_weight=324331 19720.2 19479.2 17929.1 1550.12 1164.48 1149.36 314.66 105.995 46.8586 834.703 667.11 167.593 17891 17588.7 302.316 133.839 238.755 224.473 130.416 38.1099 240.982 233.616 385.64 17454.8 8328.81 730.009 7598.8 636.945 7527.95 internal_count=1412092 97984 85971 78723 7248 5451 5364 1519 643 391 3845 3054 791 78552 77232 1320 635 1035 967 559 171 12013 11924 1797 76597 38985 3358 35627 2923 35339 is_linear=0 shrinkage=0.03 Tree=581 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 1 1 1 1 1 0 0 1 3 3 0 1 1 0 0 0 1 1 0 2 0 2 1 3 0 split_gain=2.20813 11.2747 9.3595 10.7691 9.13898 9.55054 6.18305 8.83861 8.5558 13.6419 5.78952 7.20033 6.05624 5.48467 10.6795 9.21747 8.67404 5.78404 5.34273 9.28227 5.07649 5.06578 5.56595 7.40047 17.9658 11.4826 6.95707 6.31977 6.04348 24.7054 threshold=89440.765625000015 1.5000000000000002 85.500000000000014 17.500000000000004 89.500000000000014 -3.4999999999999996 1.5000000000000002 6.5000000000000009 30.500000000000004 42.500000000000007 91.500000000000014 95.500000000000014 1.0000000180025095e-35 1.532000005245209 1.7404999732971194 43.500000000000007 1.5000000000000002 2.5000000000000004 50.500000000000007 54.500000000000007 90.500000000000014 -8.4999999999999982 -2.4999999999999996 13.500000000000002 99995.847656250015 19.500000000000004 99995.847656250015 -3.4999999999999996 3.4465000629425053 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 13 -4 -6 10 20 -9 -10 12 -12 -7 15 16 -3 -15 18 -17 -20 -8 -16 23 24 -23 26 -25 -27 29 -24 right_child=1 2 4 -5 5 6 7 8 9 -11 11 -13 -14 14 21 17 -18 -19 19 -21 -22 22 28 25 -26 27 -28 -29 -30 -31 leaf_value=2.1769508452222492e-05 0.0061644524668565915 -0.014735760552360392 0.0058596684585557396 -0.016528756123588818 0.024384896326904274 0.0025505977383130057 0.0067045504502033148 0.011288624884606342 -0.029945488213655148 0.0050024312942175296 0.004981827302496084 -0.0016815309516404848 -0.0088632264292462619 0.010709740613503381 0.0031186039216583557 0.0047638785339577132 -0.013394178088262451 -0.020416106707119956 -0.016037267341297241 0.0009996014925605552 -0.0085490275633842011 0.015597569710644001 0.0052989503344022864 -0.0084557149193095673 -0.006095999103347822 -0.00042817993512099132 0.0072857424544481688 -0.011468255596384749 -0.00064270104949222756 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-0.000680014 -0.00461573 -0.00694621 -0.000540692 -0.000612089 -0.00275181 -0.00481814 0.00038251 0.00514788 -0.00492493 -0.000475314 0.00154445 internal_weight=324323 19712.1 19472.7 17924 1548.64 1163.77 1148.86 314.767 105.951 46.8927 834.097 666.4 167.696 17886 17584.1 301.893 133.569 238.636 224.425 130.256 208.817 17450.5 17116.6 1028.39 619.789 408.602 215.296 193.306 16088.2 1231.26 internal_count=1412092 97984 85971 78723 7248 5451 5364 1519 643 391 3845 3054 791 78552 77232 1320 635 1035 967 559 876 76597 74478 4766 3050 1716 878 838 69712 5086 is_linear=0 shrinkage=0.03 Tree=582 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 0 0 2 0 0 2 0 1 2 0 1 0 0 0 0 2 2 1 1 0 0 2 2 3 0 split_gain=2.09845 15.6296 43.8265 39.9875 39.8486 39.1902 37.7691 29.6318 37.1173 26.1509 22.7615 34.8361 24.5545 28.5665 27.9171 22.1131 20.9735 36.5926 20.986 19.2883 30.3138 18.1379 16.8015 14.8884 22.4583 14.7645 18.8757 14.6434 48.3807 15.2788 threshold=16176.651367187502 13264.737792968752 7.7119998931884775 35.500000000000007 32.500000000000007 46.500000000000007 18.500000000000004 15804.419433593752 13.500000000000002 22.500000000000004 14427.237304687502 14.500000000000002 -1.4999999999999998 13836.183105468752 16.500000000000004 1.0000000180025095e-35 65.500000000000014 75.500000000000014 78.500000000000014 28.500000000000004 15066.298339843752 13578.460937500002 -10.499999999999998 -8.4999999999999982 26.500000000000004 69.500000000000014 14106.575683593752 12986.766601562502 7.0125000476837167 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 27 3 4 6 -5 7 8 21 -8 11 -10 22 -14 -15 23 -7 25 -19 -17 -21 -3 -13 -11 -25 26 -18 -1 29 -29 right_child=-2 2 -4 5 -6 16 9 -9 10 15 -12 12 13 14 -16 19 17 18 -20 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=1.0407962590539553e-05 -0.0001425718189037859 -0.010315494665624503 -0.0032815619231212454 -0.003954919754460562 0.011825449468780851 0.0045692708041583738 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182.95309922099113 370.49695926904678 155.63567334413528 79.308531537652016 830.13778246939182 201.58656295388937 65.710749268531799 leaf_count=1044243 320265 539 8544 6204 2082 5674 568 1239 2250 236 1883 70 995 248 81 904 152 127 1502 551 279 5477 158 749 1516 635 321 3442 892 266 internal_value=1.8018e-06 4.21365e-05 0.00121348 0.002104 0.00392282 -0.000301874 0.00295387 0.004743 0.00378963 -0.00160003 0.00742536 0.00470957 0.011881 0.0147905 -0.000718465 4.1271e-05 0.00242501 -0.00191706 0.00388467 -0.00519431 0.00146044 0.000408968 -0.0091131 0.00370656 0.00520509 -0.0103867 -0.00232626 -5.23623e-06 -0.00346281 -0.000474809 internal_weight=324321 253499 9853.75 8224.4 4683.63 3540.78 4172.09 2995.3 2717.84 1176.79 1309.52 889.935 361.79 317.753 79.9835 1037.1 2027.39 670.218 397.754 427.067 204.389 1408.32 44.0366 610.031 553.45 272.464 116.829 243645 1097.44 895.849 internal_count=1412092 1091827 42984 34440 19825 14615 17743 12940 11701 4803 5685 3802 1552 1324 329 4235 8411 2737 1629 1734 830 6016 228 2501 2265 1108 473 1048843 4600 3708 is_linear=0 shrinkage=0.03 Tree=583 num_leaves=31 num_cat=0 split_feature=2 0 0 2 1 3 3 3 1 2 0 2 1 1 1 2 0 3 0 3 3 2 3 3 3 1 1 2 3 2 split_gain=2.05885 9.07249 16.9171 8.68592 11.1388 10.8254 10.5169 8.63954 27.1504 23.8581 23.5513 22.4094 19.2046 16.1894 22.7153 15.8348 36.8914 42.6998 33.5982 27.8753 37.3656 27.5325 23.8951 22.8022 23.8673 22.7248 22.7138 19.0389 14.0547 27.2651 threshold=558.56738281250011 88.500000000000014 92.500000000000014 589.46820068359386 -1.4999999999999998 1.247500002384186 1.1054999828338625 3.0835000276565556 1.0000000180025095e-35 431.66661071777349 35.500000000000007 184.1896667480469 4.5000000000000009 1.0000000180025095e-35 1.5000000000000002 496.29238891601568 38.500000000000007 1.1510000228881838 73.500000000000014 1.247500002384186 1.0619999766349795 488.16123962402349 1.532000005245209 1.469500005245209 1.6674999594688418 -1.4999999999999998 1.0000000180025095e-35 472.45382690429693 3.2575000524520878 455.77806091308599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 4 5 -2 -6 9 11 -1 13 -9 28 -11 -15 19 -17 -18 22 20 27 23 -19 -21 -25 -22 -24 -12 29 -10 right_child=3 2 -4 -5 6 -7 -8 8 12 10 15 -13 -14 14 -16 16 17 18 -20 21 25 -23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00018913874133524822 -0.015747102424107557 0.022609314407153101 -0.020813380796907022 2.5358768194595582e-05 0.021755948778298725 -0.00078018886445867827 0.0026057139268243342 0.011395529493660824 -0.0013031665298248081 0.0020108326209984533 0.0098680777268915221 0.00018454490948048309 0.0048077996515672435 0.011298626419759924 0.001689149899165913 -0.023676462738842476 -0.0073580041633429316 0.0029002899345165621 -0.0051888194336652416 -0.010888611599880979 -0.0034904175678207154 0.016591564912985853 0.023704074740471218 0.020354721959331988 -0.00084766430502978489 0.022702536491701193 0.0034637448026940978 -0.0048563666088926333 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threshold=89440.765625000015 1.5000000000000002 85.500000000000014 17.500000000000004 89.500000000000014 -3.4999999999999996 1.5000000000000002 6.5000000000000009 30.500000000000004 42.500000000000007 91.500000000000014 95.500000000000014 1.0000000180025095e-35 1.532000005245209 1.7404999732971194 43.500000000000007 1.5000000000000002 2.5000000000000004 70.500000000000014 -3.4999999999999996 50.500000000000007 54.500000000000007 88.500000000000014 2.5000000000000004 6.5000000000000009 99995.847656250015 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 19 3 13 23 -6 10 -8 -9 -10 12 -12 -7 15 16 -3 -15 20 -5 -2 -17 -22 -11 -4 25 26 28 29 -16 -27 right_child=1 2 4 18 5 6 7 8 9 22 11 -13 -14 14 24 17 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=2.0777963506394174e-05 0.027159452646103848 -0.014360267719893786 0.0042828211020910691 -0.027369065402909232 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643 391 3845 3054 791 78552 77232 1320 635 1035 171 12013 967 559 328 1797 76597 38985 3358 35627 2923 35339 is_linear=0 shrinkage=0.03 Tree=585 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 2 2 3 2 1 2 2 2 2 2 0 1 2 2 2 0 3 2 2 2 0 split_gain=2.37945 8.01854 32.9099 44.309 20.2108 19.2432 16.2657 26.3364 15.0029 14.607 29.7481 15.3778 22.3786 14.1321 25.0018 28.0031 12.2141 11.5947 17.6236 16.2999 9.94422 29.4062 16.7812 15.2143 10.5156 10.4152 14.677 11.3088 25.3725 16.9014 threshold=1.1054999828338625 1864.7654418945315 1164.8808593750002 844.91958618164074 1289.946716308594 2102.052612304688 530.58538818359386 496.29238891601568 1.0000000180025095e-35 409.80384826660162 308.54922485351568 1.0619999766349795 472.45382690429693 4.5000000000000009 2680.677124023438 3600.6882324218755 679.17321777343761 5579.1726074218759 3673.103149414063 48.500000000000007 1.5000000000000002 2602.8994140625005 5832.3920898437509 2343.383422851563 51.500000000000007 1.0619999766349795 14106.575683593752 3600.6882324218755 2680.677124023438 50.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 -3 7 9 -4 10 -1 12 -11 20 -15 -16 -8 18 19 -17 23 -22 24 -7 -23 26 27 28 29 -25 right_child=-2 5 4 -5 -6 13 16 -9 -10 11 -12 -13 -14 14 15 17 -18 -19 -20 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.00026049058092390311 3.8987346746424438e-05 -0.0045706673828055351 0.0041915082981103559 -0.0084089131962319357 0.0033982222394761579 -0.0035260876548595592 0.012508772270182012 -0.0098743594707334428 0.025926616740968071 0.010765649275775498 -0.010735641904039113 0.015241428515869114 -0.0050812741687970555 0.0088004477180098229 -0.027914152038860988 0.014957017231729893 0.0018631860522487858 0.0051323437389935661 -0.016067921181987233 -0.0032307739858334042 0.0034082423887814607 -0.0098833230717731962 -0.0010378505549028256 -0.0027697133215540846 -0.0014919787238437685 -0.0011477838169038123 -0.0039460674955525236 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19.0608 threshold=16176.651367187502 11.500000000000002 35189.248046875007 1.7404999732971194 1.4100000262260439 54303.691406250007 44.500000000000007 2.5000000000000004 89440.765625000015 4.5000000000000009 47554.107421875007 2.5000000000000004 55938.710937500007 1.0000000180025095e-35 1.5000000000000002 72035.476562500015 3.5000000000000004 22743.409179687504 9.5000000000000018 -36.499999999999993 47554.107421875007 9.5000000000000018 7.5000000000000009 52302.683593750007 43957.078125000007 7.5000000000000009 25918.428710937504 31791.298828125004 45473.716796875007 18984.831054687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 8 -3 4 5 7 -7 -4 9 10 -2 12 13 -12 17 16 -13 18 29 -20 21 24 23 -22 25 26 -19 -27 -26 -11 right_child=1 2 3 -5 -6 6 -8 -9 -10 14 11 15 -14 -15 -16 -17 -18 20 19 -21 22 -23 -24 -25 28 27 -28 -29 -30 -31 leaf_value=5.647894632563636e-05 -0.0052423776186263336 -0.0010938179905422266 -4.8139658286976085e-05 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1661.4828309118748 28.259175553917885 192.03060537576675 651.82246826961637 221.97403211891651 185.13836515694857 1117.6905552893877 3410.4313075095415 63.534989520907402 157.1563825905323 1071.3610249385238 leaf_count=1090080 10856 76585 2868 84914 5386 485 1461 502 65338 2143 444 4793 3664 1124 8942 3421 6405 1541 123 7141 128 811 2695 1004 1021 4848 15968 269 836 4668 internal_value=1.38933e-05 -0.000138221 -0.000451909 7.05329e-05 0.0027757 -0.000609068 -0.00474073 0.0017112 0.000309226 0.00084067 -0.000933617 0.001593 -0.00241148 -0.0110457 0.00164441 0.00299324 0.00172982 0.00106207 -0.000832414 0.00207508 0.00202634 0.00281734 -0.00277387 -0.0128355 0.0033074 0.0027797 0.00151715 0.0067971 0.010923 -0.00394921 internal_weight=323941 70854 41652.8 22963.3 2532.59 1271.24 457.169 814.074 29201.2 17123.6 5338.55 3365.22 871.855 220.313 11785.1 2493.36 2035.19 9621.72 3245.47 1679.11 6376.25 5474.2 902.056 250.233 5282.17 4939.87 3758.65 1181.23 342.295 1566.36 internal_count=1410464 320384 172201 95616 10702 5316 1946 3370 148183 82845 30707 19851 5232 1568 52138 14619 11198 43196 14075 7264 29121 25294 3827 1132 24483 22626 17509 5117 1857 6811 is_linear=0 shrinkage=0.03 Tree=587 num_leaves=31 num_cat=0 split_feature=0 0 1 2 2 2 1 2 2 2 2 2 1 2 2 2 0 2 2 2 2 2 1 2 2 2 1 2 2 0 split_gain=2.32929 8.58283 16.1177 19.5255 39.8712 23.6054 23.0063 18.9549 23.8843 21.2488 12.4628 30.8959 50.3472 29.0026 15.3269 70.7087 17.8333 20.9807 14.2261 11.1654 9.87238 11.8918 10.6003 10.1643 9.76284 9.99256 28.0073 12.0883 9.03359 12.4875 threshold=52.500000000000007 54.500000000000007 1.0000000180025095e-35 2385.3286132812505 4505.7285156250009 2102.052612304688 -5.4999999999999991 7353.4816894531259 9879.8374023437518 6704.7329101562509 2102.052612304688 3673.103149414063 1.5000000000000002 2292.840698242188 3673.091186523438 2726.1987304687505 53.500000000000007 2243.352905273438 156.82556152343753 2871.6833496093755 4505.7285156250009 5006.9262695312509 2.5000000000000004 5454.4433593750009 2602.8994140625005 2871.6833496093755 2.5000000000000004 3455.044799804688 52302.683593750007 72.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 6 -2 -5 9 -9 -6 18 12 14 -14 15 16 -12 -18 -4 -17 22 -22 -13 -23 -15 -26 27 -27 -3 -30 right_child=1 28 10 4 7 -7 -8 8 -10 -11 11 20 13 24 -16 19 17 -19 -20 -21 21 23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-2.9371932132406313e-05 0.0013257065030916305 -6.0173714698764053e-05 -0.003783473143518908 -0.006210189383914556 -0.0043718753137468678 -0.011182731743585682 0.0090971184465200826 0.014375795835524027 -0.0014456384249590542 -0.030136988800316469 -0.0042048900357414369 0.016735034650049285 -0.013091091682036942 0.00018797557310380232 -0.010575412153306421 0.0176613533135534 0.011971514475389581 -0.019048171042772198 0.0029221045326239428 0.00040184122197137867 -0.011439470844335312 0.014687890036422837 -0.0099705193514072737 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37.781 36.5023 25.9467 22.3936 26.2539 36.208 23.6395 19.5231 threshold=16176.651367187502 11.500000000000002 35189.248046875007 1.7404999732971194 1.4100000262260439 54303.691406250007 44.500000000000007 1.5000000000000002 -1.4999999999999998 89440.765625000015 4.5000000000000009 47554.107421875007 2.5000000000000004 55938.710937500007 1.0000000180025095e-35 72035.476562500015 3.5000000000000004 1.5000000000000002 22743.409179687504 9.5000000000000018 -36.499999999999993 47554.107421875007 9.5000000000000018 7.5000000000000009 52302.683593750007 43957.078125000007 7.5000000000000009 25918.428710937504 31791.298828125004 45473.716796875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 9 -3 4 5 7 -7 8 -4 10 11 -2 13 14 -13 16 -14 18 19 -12 -21 22 25 24 -23 26 27 -20 -28 -27 right_child=1 2 3 -5 -6 6 -8 -9 -10 -11 17 12 15 -15 -16 -17 -18 -19 21 20 -22 23 -24 -25 -26 29 28 -29 -30 -31 leaf_value=5.4758053196733626e-05 -0.0050813800223473669 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2162.4968304038048 348.61387551948428 18.03577970713377 1660.6185262352228 28.58767431974411 192.41720120608807 651.73785720393062 222.51673982292414 183.53211859241128 1115.8179781995714 3407.9082974344492 63.675759047269821 156.94477064162493 leaf_count=1090080 10856 76585 660 84914 5386 485 1461 775 1935 65338 6811 444 4793 3664 1124 3421 6405 8942 1541 123 7141 128 811 2695 1004 1021 4848 15968 269 836 internal_value=1.3076e-05 -0.000135833 -0.000441991 6.11331e-05 0.00267507 -0.000605027 -0.00464132 0.00165897 -0.000580681 0.000300987 0.000816921 -0.00090563 0.00154911 -0.00234455 -0.0108187 0.00290966 0.00168063 0.00159675 0.00103167 -0.000806316 0.00201442 0.001968 0.0027365 -0.00268712 -0.0124053 0.00321267 0.00269937 0.00147339 0.00660396 0.0106541 internal_weight=323925 70841.9 41650.2 22960.4 2530.77 1270.67 456.614 814.058 624.528 29191.7 17113.3 5333.09 3358.68 869.709 218.213 2488.97 2033.11 11780.2 9617.75 3246 1678.65 6371.75 5468.91 902.842 251.104 5276.49 4936.02 3756.52 1179.49 340.477 internal_count=1410464 320384 172201 95616 10702 5316 1946 3370 2595 148183 82845 30707 19851 5232 1568 14619 11198 52138 43196 14075 7264 29121 25294 3827 1132 24483 22626 17509 5117 1857 is_linear=0 shrinkage=0.03 Tree=589 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 2 2 3 2 1 2 2 2 2 2 0 2 1 0 1 1 0 1 3 2 2 split_gain=2.23223 7.50549 30.9612 41.8032 18.9251 18.1262 15.2953 24.8278 13.9437 13.746 28.0658 14.453 21.0599 13.2379 23.5511 26.5944 11.4723 10.8648 16.7807 15.2302 9.95818 9.6628 9.84691 9.63638 9.59887 9.50335 10.2464 9.47895 13.1965 12.9823 threshold=1.1054999828338625 1864.7654418945315 1164.8808593750002 844.91958618164074 1289.946716308594 2102.052612304688 530.58538818359386 496.29238891601568 1.0000000180025095e-35 409.80384826660162 308.54922485351568 1.0619999766349795 472.45382690429693 4.5000000000000009 2680.677124023438 3600.6882324218755 679.17321777343761 5579.1726074218759 3673.103149414063 48.500000000000007 4417.2790527343759 37.500000000000007 49.500000000000007 1.5000000000000002 12.500000000000002 50.500000000000007 1.0000000180025095e-35 1.0205000042915346 352.49255371093756 342.01971435546881 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 8 -3 7 9 -4 10 24 12 -11 -7 21 -16 -8 18 19 -17 -20 -15 -23 -9 -1 26 -18 28 -12 -29 right_child=-2 5 4 -5 -6 13 16 23 -10 11 27 -13 -14 14 15 17 25 -19 20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.00036350142686526272 3.6573780888139962e-05 -0.0044351330407955362 0.004067015099590403 -0.0081807125545233887 0.0032942081602635527 -0.00062405209159201202 0.012117956519524832 -0.0065295683939592909 0.02499971635300699 0.010440913343633611 -0.032955306472456904 0.014773907752501996 -0.004934863835043702 0.01016548515821305 -0.027345469680877095 0.014384175514477062 0.0054794712200784256 0.0049549164759865741 -0.025861142779130881 -0.0031427018427330001 -0.0035002216411280569 -0.0262203374378998 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-0.000644945 0.000219874 -6.62929e-05 0.0158511 0.000224778 -7.99567e-05 0.00541994 0.0022082 -0.000386278 0.0028305 -0.000637245 0.00590713 0.000707047 -0.00291976 0.000518375 -0.0157497 0.00853159 -0.00459461 -0.00959915 0.000250213 0.00180444 -0.00263865 -0.0104443 -0.0219195 -0.00718199 internal_weight=323914 27283.9 10644.1 9027.22 1616.89 16639.8 8458.22 8053.02 116.404 7814.41 7381.44 432.976 322.309 15576.7 1072.14 666.643 405.206 634.697 342.377 270.018 72.3589 405.492 44.8867 238.601 7153.55 244.016 156.1 227.886 50.4451 177.44 internal_count=1410464 122433 46251 39410 6841 76182 36565 34799 496 33732 31893 1839 1377 71766 5424 3778 1766 3627 2333 1802 531 1646 187 1067 30832 1073 702 1061 227 834 is_linear=0 shrinkage=0.03 Tree=590 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 0 0 1 0 0 2 1 1 3 2 2 1 2 0 3 2 0 2 0 0 0 2 1 2 split_gain=2.48191 3.22609 16.7088 3.75747 2.52219 2.62571 3.43475 2.8735 1.98877 16.5642 8.01791 10.9904 6.73721 9.48961 4.53176 11.646 10.553 11.7168 15.6087 9.78489 7.8118 7.69289 18.9121 10.3964 9.62897 9.51769 9.31147 9.2405 8.80947 11.5173 threshold=80.000000000000014 75.500000000000014 14106.575683593752 73.500000000000014 29455.711914062504 92.500000000000014 94.500000000000014 95.500000000000014 17.500000000000004 21.500000000000004 89.500000000000014 99995.847656250015 30.500000000000004 39.500000000000007 1.469500005245209 245.54091644287112 1395.3037719726565 19.500000000000004 210.22515869140628 48.500000000000007 1.7404999732971194 3673.103149414063 26.500000000000004 4805.4782714843759 28.500000000000004 24.500000000000004 34.500000000000007 68532.378906250015 27.500000000000004 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 -2 -6 -7 -8 -1 -10 14 -12 -13 -14 16 20 17 18 -11 -19 -16 22 25 26 27 -17 -23 -25 -26 -30 right_child=4 2 -4 -5 5 6 7 -9 9 10 11 12 13 -15 15 21 -18 19 -20 -21 -22 23 -24 24 28 -27 -28 -29 29 -31 leaf_value=1.5650168674768063e-05 -0.019757643290073425 -0.01459468024605089 0.035402185268899315 -0.014738106260355207 0.014418315499818484 -0.036800105435739507 0.015614651446390217 -0.01438106511275649 0.013164533748808044 -0.010362251371636075 -0.019162862731686745 0.010669879480636539 -0.031680582908672462 0.0059439430764102151 0.0088718259876068208 0.003119238105545053 0.00052724034674896288 -0.016703613515290601 0.02561314720517863 -0.00097505437708850359 0.039437701547689719 0.01748596895346834 0.00037523032030791913 0.0085490727373266542 -0.0038366098130241293 -0.023622143019587073 0.0045344972904215238 -0.01465819670342833 -0.0030272345342849719 0.007155615429617619 leaf_weight=320800.60299560416 11.256747655570505 11.749761149287226 12.327832527458666 15.521145701408384 6.1013046950101879 3.1437010914087287 5.0409542992711049 6.6874966407194734 94.232582926750183 22.985126465559006 44.069881476461887 29.539831221103668 10.774017319083216 13.711184851825235 22.654267445206642 15.902567684650419 923.65801837295294 98.12785229831934 20.566097594797611 55.862770117819309 11.26831905543804 67.170953631401062 440.72324220836163 198.18249252438545 362.92273870110512 48.545456498861313 194.98452991247177 16.746310785412788 180.8373499661684 223.53637725114822 leaf_count=1395995 68 53 75 67 28 17 36 195 419 187 255 124 46 64 135 87 4185 686 126 321 55 279 2095 809 1592 260 804 69 745 951 internal_value=2.22349e-05 2.30631e-05 0.0110039 2.22469e-05 -0.00830232 -0.00215408 -0.00895291 -0.00148874 2.29542e-05 0.000779537 0.000390873 -0.00804473 0.00102467 -0.0106117 0.000675755 0.00161529 -0.000818752 -0.00711229 0.00662633 -0.0109978 0.0190251 0.00127773 -0.00184447 0.00254522 0.00112858 -0.0170237 0.007853 0.00674086 -0.000443492 0.00260181 internal_weight=323969 323937 24.0776 323913 32.2302 20.9735 14.8722 11.7285 323898 3097 3002.77 98.0949 54.025 24.4852 2904.67 1783.47 1121.2 197.542 43.5512 153.991 33.9226 1749.55 505.171 1244.38 982.225 64.448 262.155 214.929 767.296 404.374 internal_count=1410828 1410484 128 1410356 344 276 248 231 1410289 14294 13875 489 234 110 13386 7881 5505 1320 313 1007 190 7691 2442 5249 4166 347 1083 878 3288 1696 is_linear=0 shrinkage=0.03 Tree=591 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 0 0 1 0 0 3 2 1 1 3 2 2 1 2 0 2 2 0 2 0 0 0 2 1 split_gain=2.35112 3.06622 15.9771 3.53649 2.40382 2.48108 3.28664 2.7826 1.87172 15.6109 7.57705 10.47 5.44371 4.6047 4.77152 4.2674 10.8551 9.98174 11.0992 14.5076 9.37378 7.60577 7.24511 17.9649 9.79464 9.12664 9.06628 8.80166 8.70354 8.29366 threshold=80.000000000000014 75.500000000000014 14427.237304687502 73.500000000000014 29455.711914062504 92.500000000000014 94.500000000000014 97.500000000000014 17.500000000000004 21.500000000000004 89.500000000000014 21.500000000000004 99995.847656250015 27.500000000000004 38.500000000000007 1.469500005245209 245.54091644287112 1395.3037719726565 19.500000000000004 210.22515869140628 48.500000000000007 224.80538177490237 3673.103149414063 26.500000000000004 4805.4782714843759 24.500000000000004 28.500000000000004 34.500000000000007 68532.378906250015 27.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 -2 -6 -7 -8 -1 -10 15 12 -12 -14 -15 17 -17 18 19 -11 21 -20 23 25 27 -18 28 -24 -26 -28 right_child=4 2 -4 -5 5 6 7 -9 9 10 11 -13 13 14 -16 16 22 -19 20 -21 -22 -23 24 -25 26 -27 29 -29 -30 -31 leaf_value=1.5180703506078413e-05 -0.019353605541149798 -0.013266602399315134 0.035850126020815228 -0.014300325656657701 0.014027446285691853 -0.036185224662869983 0.0070184137959663157 -0.02673426947229595 0.012789035510755957 -0.010126635971987999 -0.01955347620700346 0.017451679879709241 0.0075979863810649376 -0.023602588191528908 0.0019951159712077184 0.018310193987022952 0.003020917867860619 0.00051139758496776837 -0.0049659529676949737 0.024487295565425504 -0.00094624050704897333 -0.022550680520787052 0.017005310414558078 0.00036393780078011143 0.0082976222046758311 -0.023188272543058063 -0.0037233558362350758 0.0044006532294614516 -0.014244602043209258 0.0025255120086711894 leaf_weight=320800.4974892874 11.14865220338106 12.175618335604669 11.676749646663664 15.516479507088659 6.0834500193595913 3.1018435880541793 8.7614138051867467 2.9345290483906856 94.091525733470917 22.81690626591444 40.790339089930058 12.799160685390232 17.509294733405113 14.741166755557062 11.800155103206633 34.184001922607422 15.927153825759886 923.70350788533688 34.128996893763542 20.861675925552845 55.837335199117661 62.999628901481628 67.000079914927483 440.76566219329834 198.06436364352703 47.978816419839859 362.74570551514626 194.88893564045429 16.716029658913612 404.10572023689747 leaf_count=1395995 68 55 73 67 28 17 78 153 419 187 238 63 73 62 53 190 87 4185 257 126 321 429 279 2095 809 260 1592 804 69 1696 internal_value=2.1566e-05 2.23696e-05 0.0107781 2.15776e-05 -0.00810598 -0.00210078 -0.00873118 -0.00145018 2.22637e-05 0.00075655 0.000379211 -0.00784081 -0.0116565 -0.0043439 -0.012222 0.000655711 0.00156767 -0.000795142 -0.00693238 0.0064056 -0.010741 -0.0163718 0.00124029 -0.0017913 0.00247064 -0.0166562 0.00109541 0.00762535 0.0065432 -0.000430406 internal_weight=323966 323934 23.8524 323910 32.0299 20.8812 14.7978 11.6959 323895 3094.46 3000.36 97.6401 84.841 44.0506 26.5413 2902.72 1782.38 1120.35 196.645 43.6786 152.966 97.1286 1748.19 504.672 1243.52 63.906 981.632 261.889 214.78 766.851 internal_count=1410828 1410484 128 1410356 344 276 248 231 1410289 14294 13875 489 426 188 115 13386 7881 5505 1320 313 1007 686 7691 2442 5249 347 4166 1083 878 3288 is_linear=0 shrinkage=0.03 Tree=592 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 0 0 0 2 0 3 2 1 2 0 2 2 0 0 0 2 1 3 2 0 1 0 2 0 split_gain=2.22707 2.91505 15.2692 3.32877 2.29078 2.3443 3.14578 2.66699 1.81957 10.6982 12.3686 10.9028 8.26589 18.5365 12.9817 20.4795 17.3659 38.6487 42.6719 29.0049 48.995 25.2537 18.0413 29.8485 17.181 16.0404 15.1839 15.062 33.351 32.1707 threshold=80.000000000000014 75.500000000000014 14427.237304687502 73.500000000000014 29455.711914062504 92.500000000000014 94.500000000000014 97.500000000000014 57.500000000000007 55938.710937500007 68.500000000000014 40.666500091552741 15066.298339843752 -20.499999999999996 3755.7348632812505 80.500000000000014 2817.958129882813 3152.5231933593755 61.500000000000007 65.500000000000014 70.500000000000014 3673.091186523438 1.0000000180025095e-35 3.8810000419616704 10120.596191406252 84.500000000000014 -3.4999999999999996 67.500000000000014 11333.392578125002 71.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 -2 -6 -7 -8 -1 11 -11 12 14 -14 16 27 -10 18 -18 -20 -21 -19 -23 -24 -17 26 -26 -16 -29 -30 right_child=4 2 -4 -5 5 6 7 -9 9 10 -12 -13 13 -15 15 24 17 21 19 20 -22 22 23 -25 25 -27 -28 28 29 -31 leaf_value=5.2683343295541669e-05 -0.018956414612034317 -0.012916771678975947 0.035337541483977025 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71.431697607040405 262.78657853603363 1149.4509365260601 1378.4965526238084 245.63366244733334 30.709890276193619 811.14082978665829 502.40892459452152 4928.0658709555864 181.17691300809383 143.96558919548988 leaf_count=1190700 68 55 73 67 28 17 78 153 89194 1992 17047 266 175 32656 16054 6184 3246 10826 1122 293 1107 4670 6578 1172 134 3379 2039 20135 734 586 internal_value=2.09169e-05 2.16967e-05 0.0105594 2.09281e-05 -0.00791357 -0.00204884 -0.00851388 -0.00141278 2.15936e-05 -0.000141033 0.00129673 -0.000269863 -0.00028474 -0.0011715 -0.0001087 0.000715034 -0.000465411 -0.00178189 -0.00621527 -0.00024066 -0.00617839 -0.000629093 -0.00262578 -0.000590284 -0.00151663 0.000940568 0.00498282 0.00140241 0.00245349 -0.00685254 internal_weight=323964 323932 23.6244 323908 31.8344 20.792 14.7264 11.6664 323893 51981.8 4274.77 47707 47655.7 7893.55 39762.2 12015.5 27746.7 6805.95 1404.52 609.215 334.218 5401.43 2773.58 1624.13 2829.39 1344.26 533.119 9186.06 5253.21 325.143 internal_count=1410828 1410484 128 1410356 344 276 248 231 1410289 219589 19039 200550 200284 32831 167453 49245 118208 29014 5768 2522 1400 23246 12420 7750 11736 5552 2173 37509 21455 1320 is_linear=0 shrinkage=0.03 Tree=593 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 0 0 0 2 2 2 2 1 2 2 2 1 0 0 2 1 3 2 2 1 1 2 3 2 split_gain=2.10946 2.77126 14.6116 3.13346 2.1828 2.21502 3.01164 2.55996 1.88703 2.00624 2.83364 6.37951 4.83101 5.57488 5.53721 4.69591 2.40617 1.91591 14.6187 7.92914 6.95546 5.58977 3.98742 10.1149 9.44961 13.188 13.3161 13.4948 7.17823 6.80244 threshold=80.000000000000014 75.500000000000014 14106.575683593752 73.500000000000014 29455.711914062504 92.500000000000014 94.500000000000014 95.500000000000014 94.500000000000014 1591.3311157226565 2343.383422851563 2602.8994140625005 3383.5720214843755 1.0000000180025095e-35 3267.230346679688 3325.9851074218755 3673.091186523438 17.500000000000004 21.500000000000004 89.500000000000014 99995.847656250015 30.500000000000004 1.469500005245209 245.54091644287112 1395.3037719726565 47.500000000000007 19.500000000000004 210.22515869140628 1.7404999732971194 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 -2 -6 -7 -8 17 -10 -11 -12 13 15 -15 -13 -14 -1 -19 22 -21 -22 24 28 25 26 27 -20 -24 -25 right_child=4 2 -4 -5 5 6 7 -9 9 10 11 12 16 14 -16 -17 -18 18 19 20 21 -23 23 29 -26 -27 -28 -29 -30 -31 leaf_value=1.7718735742294436e-05 -0.018565894408600261 -0.013532982027702679 0.033881332806216413 -0.013466353877345346 0.013276924779488913 -0.035006378476183854 0.01451510901534339 -0.013834191130676386 -0.013153493541980634 0.013750931741982617 -0.024863100734068052 0.0050668192218298203 -0.014433564544432374 0.011395174512914726 -0.015983960075199099 0.029276077738429915 -0.0014335661467228817 0.012423012810631299 -0.0098959519069103177 -0.019068460769327465 0.013319237383661846 -0.013309086643882915 0.0079300063143640572 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-0.0013177 -0.00115626 -0.00133977 -0.00107473 0.00750254 -0.00241 0.016623 -0.00163137 2.48635e-05 0.000772179 0.000402931 -0.0100906 0.00090348 0.000632346 0.00151409 -0.000770658 -0.00675744 -0.00829976 0.00619212 0.0176043 0.00119648 internal_weight=323960 323928 23.3994 323905 31.6418 20.7038 14.6558 11.6377 323889 944.977 932.261 920.924 910.664 55.4977 26.5941 28.9036 855.166 322944 3058.28 2964.33 63.4214 28.5096 2900.91 1781.37 1119.53 195.787 188.395 43.7983 34.4817 1746.89 internal_count=1410828 1410484 128 1410356 344 276 248 231 1410289 4409 4353 4303 4258 255 115 140 4003 1405880 14125 13706 320 125 13386 7881 5505 1320 1289 313 190 7691 is_linear=0 shrinkage=0.03 Tree=594 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 0 0 0 2 2 2 2 1 2 2 2 1 0 0 2 2 0 1 1 2 0 1 2 2 split_gain=1.99802 2.63372 13.9758 2.9498 2.07956 2.09291 2.88372 2.50415 1.77605 1.88743 2.66472 6.01766 4.55955 5.29301 5.22052 4.51714 2.27049 1.81371 9.64172 7.34311 7.83778 7.29849 11.0062 14.6371 11.3988 10.2258 9.43926 11.5208 9.29928 6.87388 threshold=80.000000000000014 75.500000000000014 14427.237304687502 73.500000000000014 29455.711914062504 92.500000000000014 94.500000000000014 97.500000000000014 94.500000000000014 1591.3311157226565 2343.383422851563 2602.8994140625005 3383.5720214843755 1.0000000180025095e-35 3267.230346679688 3325.9851074218755 3673.091186523438 18.500000000000004 41.500000000000007 89.500000000000014 99995.847656250015 4076.2145996093755 26.500000000000004 23.500000000000004 21.500000000000004 4505.7285156250009 28.500000000000004 27.500000000000004 68532.378906250015 20724.130859375004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 8 -2 -6 -7 -8 17 -10 -11 -12 13 15 -15 -13 -14 -1 21 -20 -21 22 23 24 -19 -23 28 -28 29 -27 right_child=4 2 -4 -5 5 6 7 -9 9 10 11 12 16 14 -16 -17 -18 18 19 20 -22 25 -24 -25 -26 26 27 -29 -30 -31 leaf_value=1.7469706494097394e-05 -0.018181882782958996 -0.012270395798380858 0.034351586602020694 -0.013069041359492854 0.012916618339718208 -0.034440247270438935 0.0064709043396888955 -0.026197638518385632 -0.012758299039120841 0.013328902432806679 -0.024172595652951993 0.0049251102575904315 -0.01403309548330252 0.011020582750523067 -0.015573386446175137 0.028758159199165596 -0.001390718596364939 -0.01443829867657467 -0.00023557806307388822 -0.02109670904569344 0.00069827968240576601 0.017521681975793596 0.001868623448862697 -0.031480076873690685 0.019682350938306125 0.005328364578757531 -0.0038797570939690003 0.0068250196442122 -0.010061917910509113 0.015838034050413174 leaf_weight=320144.39094783016 10.835548900067808 12.043107882142069 11.139331206679342 15.495986074209211 6.0305001288652447 2.9762881845235816 8.8318939171731454 2.775351640302687 12.716474577784536 11.344530105590819 10.237287715077398 15.075419738888741 12.982220739126204 13.223328948020937 13.350875690579413 13.626734986901283 842.05895592644811 21.613399744033813 1663.1997935064137 31.884473375976086 27.795182675123215 53.491850525140762 347.77174595743418 22.063204646110535 14.87735530734062 120.61327897012234 207.0599458143115 160.7147288620472 22.393752411007881 104.57011243700981 leaf_count=1393040 68 55 73 67 28 17 78 153 56 50 45 73 57 57 58 67 3946 121 7727 182 122 224 1636 120 79 494 933 670 92 440 internal_value=1.96802e-05 2.04143e-05 0.0101318 1.96906e-05 -0.00754154 -0.00194856 -0.00809553 -0.00134031 2.03169e-05 -0.00127862 -0.00112197 -0.00130005 -0.00104283 0.00730762 -0.00234022 0.0162402 -0.00158267 2.41163e-05 0.000784597 -0.000606579 -0.0109459 0.00301385 -0.000157352 -0.0121903 -0.00052724 0.00494037 0.0038467 0.000798149 0.0083753 0.0102088 internal_weight=323957 323926 23.1824 323903 31.4496 20.614 14.5835 11.6072 323887 944.616 931.899 920.555 910.318 55.2764 26.5742 28.7022 855.041 322942 2798.05 1722.88 59.6797 1075.17 406.326 58.554 36.4908 668.844 615.352 367.775 247.577 225.183 internal_count=1410828 1410484 128 1410356 344 276 248 231 1410289 4409 4353 4303 4258 255 115 140 4003 1405880 12840 8031 304 4809 1956 320 200 2853 2629 1603 1026 934 is_linear=0 shrinkage=0.03 Tree=595 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 0 0 2 2 2 0 0 0 0 2 2 0 0 0 3 2 1 3 3 1 3 0 0 1 split_gain=3.35133 16.5614 34.9055 34.7184 13.1737 12.2332 10.6588 11.6842 20.7172 11.2526 10.5251 15.2761 20.1405 9.44704 11.8551 13.4202 18.0466 11.6073 9.39794 9.20278 20.1132 9.02913 9.50953 9.2249 17.2449 15.0227 14.4632 22.787 8.90575 8.73668 threshold=767.85998535156261 699.95858764648449 2.9229999780654912 1.8174999952316286 38.500000000000007 41.500000000000007 84.500000000000014 16.500000000000004 723.02862548828136 736.05068969726574 723.02862548828136 60.500000000000007 57.500000000000007 88.500000000000014 79.500000000000014 550.44073486328136 325.14366149902349 87.500000000000014 4.5000000000000009 61.500000000000007 1.3535000085830691 814.81753540039074 14.500000000000002 1.0619999766349795 1.4100000262260439 2.5000000000000004 1.1980000138282778 52.500000000000007 49.500000000000007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 4 -3 -6 7 8 -4 -10 11 12 -7 14 18 16 -16 -18 -1 20 28 22 23 -2 25 26 27 -25 -12 -5 right_child=21 2 6 29 5 10 -8 -9 9 -11 19 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.019201375265919092 0.014523192215661252 -0.012745644759553806 -0.0094645364679328773 -0.017738440286994731 0.005252662233230742 0.0058161485798438519 -0.018909740745228835 0.0021399528491438222 0.0018016694470993312 -0.0057967951436240402 -0.011485875021761268 0.01802826920579197 -0.022211832622368925 0.0099544477287220601 -0.0077988409678794645 -0.0065215789055521932 0.0082535729761784998 -0.017140647495401028 -8.9108328725731814e-06 0.0032201077227288757 -0.022577384182759567 7.3369318975639869e-05 -0.024095326868269724 -0.011606350940374592 0.0026235859718382734 0.020473612888277971 -0.021443826280940263 0.020328592455760353 0.0026474831990402634 -0.0048532467807508653 leaf_weight=22.968707423657179 52.765533402562141 110.58663533627987 265.14376271516085 246.95938931405544 173.43092894554138 68.382158890366554 27.107210755348206 1181.479433812201 739.34319299459457 229.96260336041451 75.401022754609585 40.873810574412346 34.825659304857254 85.002335608005524 131.09946870058775 530.93415951728821 204.29632894694805 17.594768971204758 81159.980283189565 59.154404357075691 77.319269403815269 236159.41389928525 12.515302605926989 74.061077862977982 2007.3040191531181 16.164723306894302 60.675800547003746 27.604697495698929 85.768465861678123 58.596607446670532 leaf_count=137 224 463 1154 1030 723 290 119 5050 3220 1017 334 171 146 394 623 2298 867 78 346584 247 324 1035516 69 329 8698 81 251 114 360 267 internal_value=3.35749e-05 -0.000127413 -0.00215622 -0.00678434 -0.00321274 -0.00149901 -0.000202509 7.38987e-06 -0.00203367 -1.02554e-06 -0.00414986 0.00250596 -0.0036414 -4.16113e-05 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threshold=922.17691040039074 1526.1497802734377 1.247500002384186 1248.5628051757815 1.0205000042915346 10.500000000000002 53.500000000000007 1.5000000000000002 1.0000000180025095e-35 -3.4999999999999996 1.0619999766349795 1443.1333007812502 47.500000000000007 46.500000000000007 1338.8272094726565 82.500000000000014 86.500000000000014 1126.780944824219 1099.1130981445315 1.0000000180025095e-35 1.0000000180025095e-35 88.500000000000014 1126.780944824219 85.500000000000014 87.500000000000014 6.5000000000000009 2602.8994140625005 1.8989999890327456 3.4465000629425053 57.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=25 2 3 7 20 -4 11 8 -2 -7 22 -6 13 -13 -8 -11 18 -18 -17 24 -5 -21 -9 -20 -19 -1 27 29 -29 -3 right_child=1 26 5 4 6 9 14 10 -10 15 -12 12 -14 -15 -16 16 17 19 23 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0082060382824063142 -0.004360956230610699 -0.00023049320754457448 -0.0021402236699776525 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100.81302253901958 35.360596969723701 114.68685635924339 18.533971354365349 34.982849285006523 82.689043790102005 92135.359350346029 191096.71547480323 3000.3857612833381 5949.9112704470754 1077.6974081546068 leaf_count=878 4179 58485 8255 57 941 3252 133 247 2220 46480 1955 58 138 117 197 1586 933 158 62 486 152 520 79 153 347 394243 841235 12553 26679 4400 internal_value=3.25668e-05 9.17572e-05 0.000878119 -0.00197097 0.00532233 0.0013442 0.00815492 -0.00356584 -0.00192695 0.00185308 -0.00935524 0.0121503 -0.000684327 -0.0181266 -0.00679255 0.00212786 -0.00146996 0.00211351 -0.00632853 -0.00388042 -0.0165081 -0.00878074 0.00535403 0.0148912 0.00489295 -0.000116091 3.10271e-05 -0.000568681 -0.00193107 0.000239154 internal_weight=324034 231757 16615.2 2335.92 419.152 14279.3 371.012 1916.77 1493.87 12459.6 422.895 292.758 70.7111 38.1737 78.2534 11786.5 956.715 550.61 406.106 335.866 48.1403 215.5 62.6199 49.2044 120.366 92277.6 215141 24044.7 8950.3 15094.4 internal_count=1411178 1016057 72705 10473 1793 62232 1584 8680 6399 53977 2281 1254 313 175 330 50725 4245 2444 1801 1511 209 1006 326 215 505 395121 943352 102117 39232 62885 is_linear=0 shrinkage=0.03 Tree=597 num_leaves=31 num_cat=0 split_feature=2 2 3 2 3 0 0 2 1 1 1 2 1 3 2 0 0 1 2 0 0 0 2 2 2 1 0 0 0 2 split_gain=2.9807 11.572 23.0787 28.4324 27.1896 26.7206 23.1854 21.9094 22.3499 19.1759 20.0728 16.8892 26.549 16.741 16.0103 26.4979 21.4618 15.6914 14.6153 14.5822 26.6649 16.4475 43.7252 40.4143 25.9035 21.7633 17.0822 15.8577 16.2685 14.6389 threshold=922.17691040039074 1526.1497802734377 1.247500002384186 1248.5628051757815 1.0205000042915346 11.500000000000002 53.500000000000007 1099.1130981445315 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 1443.1333007812502 1.0000000180025095e-35 1.0619999766349795 1443.1333007812502 47.500000000000007 46.500000000000007 1.0000000180025095e-35 1338.8272094726565 27.500000000000004 32.500000000000007 42.500000000000007 1061.0313110351565 1209.7733154296877 1395.3037719726565 -8.4999999999999982 57.500000000000007 15.500000000000002 20.500000000000004 1443.1333007812502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 9 -5 7 14 8 -4 10 -2 17 -13 -11 -6 16 -16 -9 -8 27 -21 22 -22 -23 -25 -24 29 -7 -29 -26 right_child=1 -3 5 4 6 19 18 11 -10 13 -12 12 -14 -15 15 -17 -18 -19 -20 20 21 23 25 24 26 -27 -28 28 -30 -31 leaf_value=-0.00011260873170333191 -0.004230021977689828 3.0096352033617427e-05 -0.020414593340630723 -0.016111874270871705 0.015748580673489092 0.0017730685178552761 -0.022416898563477134 0.0011174352639489633 -0.0012619004804345323 0.0051903667151082349 0.003250420452701254 -0.00084806835507072 0.022632309350065098 -0.011618949736399889 0.012339625499970088 0.019179650824378239 -0.034700028628640682 -0.0037809027363448358 0.0040421705455719889 -0.0032807550037695374 -0.0046873457397553393 0.0030975462270270782 -0.023682232987335274 -0.0061700697020989669 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-0.00346158 -0.00186845 -0.000561088 0.00822344 -0.00911735 0.0117965 -0.000669318 -0.0177345 -0.00124226 -0.00659805 0.00193931 0.00109358 0.0018689 0.00383287 0.000614923 -0.00337894 0.00580481 0.00256091 0.00328662 0.00540953 0.0165133 internal_weight=324028 231751 16611.6 2333.87 418.477 14277.7 370.627 2760 219.729 1915.39 1494.43 2540.27 182.802 420.955 292.478 70.4052 37.8573 2357.47 78.1492 11517.7 7075.96 6010.61 2342.23 3668.38 1406.19 1902.03 449.534 4441.76 1848.72 67.1736 internal_count=1411178 1016057 72705 10473 1793 62232 1584 12503 992 8680 6399 11511 853 2281 1254 313 175 10658 330 49729 30047 25571 9913 15658 6016 8063 1901 19682 7948 282 is_linear=0 shrinkage=0.03 Tree=598 num_leaves=31 num_cat=0 split_feature=2 2 3 2 0 3 3 1 1 0 2 2 0 1 0 3 2 0 0 2 2 1 1 0 1 1 0 0 0 0 split_gain=2.80456 10.8918 21.7281 26.969 25.3549 20.534 43.1175 19.2969 17.1271 17.086 20.9876 32.2333 16.9817 17.4949 16.7615 15.2728 31.5955 14.0183 17.7582 31.7761 26.5043 15.0928 14.0174 12.9797 11.3667 11.2057 12.9422 10.7609 10.5024 10.3777 threshold=922.17691040039074 1526.1497802734377 1.247500002384186 1209.7733154296877 10.500000000000002 1.0205000042915346 1.1054999828338625 1.5000000000000002 -3.4999999999999996 45.500000000000007 1289.946716308594 1443.1333007812502 53.500000000000007 1.0000000180025095e-35 47.500000000000007 1.0619999766349795 1061.0313110351565 82.500000000000014 86.500000000000014 1126.780944824219 1099.1130981445315 1.0000000180025095e-35 2.5000000000000004 88.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 53.500000000000007 85.500000000000014 75.500000000000014 87.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 -4 24 22 12 -6 -8 -11 25 13 14 -2 16 -15 28 20 -20 -19 29 -7 -23 -5 -12 -27 -22 -10 -21 right_child=1 -3 4 5 8 6 9 -9 17 10 11 -13 -14 15 -16 -17 -18 18 19 21 27 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00010923121312898916 -0.00265424758399572 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356.45720301568508 214.63283057510853 37.502765342593193 14.194881305098532 100.05769510567188 16.225334316492081 114.51452067494392 36.686944469809532 32.298423826694489 30.425899833440781 35.096923366189003 166.23642271757126 82.741691440343857 leaf_count=395121 2754 943352 8255 58 3252 597 357 2190 45784 326 195 238 286 328 968 1529 148 1586 933 158 62 486 72 520 159 137 131 153 696 347 internal_value=3.06397e-05 8.63334e-05 0.000826608 -0.00185811 0.00126524 0.00407926 0.00597328 -0.00361105 0.00174844 -0.000278127 -0.00441189 0.0017408 -0.00195428 -0.00271013 -0.00504578 0.00235148 -0.00806146 0.00201443 -0.00146944 0.00204566 -0.00622946 -0.00373067 0.0188557 -0.0084988 -0.0142761 0.0110885 0.0193288 0.0143895 0.00232181 0.00477789 internal_weight=324022 231746 16606.1 2332.09 14274 531.581 481.86 1800.51 12455 324.427 238.459 161.35 1401.64 1331.86 911.331 420.528 97.4059 11781.5 955.199 549.45 405.749 334.817 157.433 214.572 49.7214 108.58 62.7243 49.2918 10826.3 120.244 internal_count=1411178 1016057 72705 10473 62232 2270 2053 8203 53977 1384 1027 701 6013 5727 3722 2005 476 50725 4245 2444 1801 1511 669 1006 217 463 268 215 46480 505 is_linear=0 shrinkage=0.03 Tree=599 num_leaves=31 num_cat=0 split_feature=2 3 3 3 2 2 1 2 2 3 0 0 1 0 2 0 0 2 0 2 0 2 0 0 0 1 2 1 3 2 split_gain=2.66789 11.6829 22.3418 18.6732 14.1311 28.1436 11.9805 11.8205 10.9211 33.4967 25.7605 34.8942 35.8736 30.6619 42.6494 76.4588 41.6389 38.276 42.8998 38.2651 38.2422 40.5881 27.7584 28.4799 26.2078 22.8475 22.756 20.9893 21.241 24.807 threshold=2602.8994140625005 28.166500091552738 17.333499908447269 12.393000125885012 1921.9818115234377 1768.4891357421877 -36.499999999999993 2385.3286132812505 3673.091186523438 1.0619999766349795 24.500000000000004 18.500000000000004 2.5000000000000004 55.500000000000007 3038.2934570312505 59.500000000000007 58.500000000000007 3267.230346679688 60.500000000000007 3383.5720214843755 57.500000000000007 2928.0368652343755 60.500000000000007 63.500000000000007 56.500000000000007 40.500000000000007 2928.0368652343755 2.5000000000000004 1.1054999828338625 2817.958129882813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 5 -3 -1 -4 9 -2 11 12 -11 27 15 20 19 18 -18 -16 21 -15 25 -24 -23 -19 -13 -12 29 -29 right_child=8 4 7 -5 -6 -7 -8 -9 -10 10 13 26 -14 14 16 -17 17 22 -20 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.016018115783394783 -0.0094663389067589417 -0.0015860829322021683 -0.0037094896835196335 0.0030814747929888537 -0.019594702707035595 0.036018162628082502 -9.6058524137943396e-05 -0.015497797405185584 2.0051449788113779e-05 0.0009958402384601505 0.0016932128211331167 -0.014289897756762699 -0.013566680387561675 -0.008620255634937922 0.0087497455009609062 0.0027435509035511484 -0.012804510801431294 0.0086983710799828206 0.00037306803295502163 -0.016831630299999692 -0.015173747070154965 0.014290600141983788 -0.0047852562082135409 0.0041275285645878748 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18.6648 16.0171 21.6275 24.1643 15.8887 14.7478 15.1396 14.7326 14.5242 19.4008 13.9974 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 13.500000000000002 -2.4999999999999996 11087.062988281252 18.500000000000004 -1.4999999999999998 22.500000000000004 15.500000000000002 5006.9262695312509 3755.7348632812505 396.72427368164068 679.17321777343761 6261.4145507812509 7353.4816894531259 8055.6518554687509 24.500000000000004 10603.448730468752 17.500000000000004 20.500000000000004 3527.054809570313 22.500000000000004 2770.7851562500005 21.500000000000004 1.0000000180025095e-35 67.829120635986342 6.5000000000000009 3.5000000000000004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 23 20 6 15 -8 9 14 11 -10 26 -14 -6 -3 24 -18 -17 -20 -5 -22 -23 27 25 -9 -1 28 -4 -28 right_child=-2 5 3 4 8 -7 7 16 10 -11 -12 -13 13 -15 -16 18 17 -19 19 -21 21 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.018245686459021349 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2545.0855562090874 44.927553310990334 849.59811222553253 179.6827996596694 67.094351917505264 208.17135734111071 423.20950232446194 6976.4772688702215 1155.9038399159908 534.37667378783226 2689.5591366738081 115.62160529196262 77.466539978981018 94.572987347841263 leaf_count=242 876794 661 77 1880 15391 251199 4466 861 3395 109 9025 1359 58205 87276 4167 21869 10313 181 3627 747 324 981 1999 35875 4670 2139 12175 537 359 456 internal_value=-8.77969e-06 -0.000139893 -0.000678159 -0.00218849 -0.00348461 0.000292499 0.00162302 0.00345938 -0.00424564 -0.00545952 -0.00251998 -0.00628951 1.17076e-05 -0.000182477 -0.00562541 3.21989e-05 0.00445676 0.00604678 -0.000217085 0.00320949 0.00216126 0.00491069 0.00663156 -0.000513643 0.00228969 -0.00100349 0.00230319 -0.00875955 0.000372349 0.00253239 internal_weight=324055 117845 52495.7 16459.9 9279.06 65349.8 11743.2 5450.93 8176.88 4800.23 3376.65 1143.02 36035.8 33220.7 4774.56 6292.28 4490.36 2590.01 6138.42 1029.28 1102.18 698.475 631.381 7180.8 1900.34 744.438 2815.19 204.323 88.7018 2784.13 internal_count=1411359 534565 233832 75478 38630 300733 49534 22630 33446 19667 13779 4754 158354 145481 19558 26904 18164 10494 26243 4374 5184 3304 2980 36848 7670 3000 12873 973 436 12631 is_linear=0 shrinkage=0.03 Tree=601 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 1 0 1 2 2 2 2 1 2 2 0 1 2 2 2 2 0 0 2 0 2 2 0 split_gain=3.32826 28.6757 57.1889 37.3611 41.6799 26.4995 35.8802 26.5202 17.9102 25.6987 25.6731 34.1149 16.7631 26.9351 19.7684 16.7019 16.6765 22.7159 17.97 16.3157 16.1908 21.3031 15.1837 17.5985 15.0974 20.3495 22.9482 14.9967 13.9121 13.8809 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 13.500000000000002 -2.4999999999999996 11087.062988281252 18.500000000000004 -1.4999999999999998 22.500000000000004 15.500000000000002 5006.9262695312509 3755.7348632812505 396.72427368164068 631.94107055664074 1.0000000180025095e-35 6261.4145507812509 417.75494384765631 23.500000000000004 6.5000000000000009 7353.4816894531259 8055.6518554687509 10341.291015625002 10603.448730468752 17.500000000000004 20.500000000000004 3527.054809570313 22.500000000000004 2770.7851562500005 67.829120635986342 21.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 27 24 6 19 -8 9 15 11 -10 28 14 -14 -6 -16 18 -18 -3 29 -22 -21 -24 -5 -26 -27 -4 -1 -9 right_child=-2 5 3 4 8 -7 7 20 10 -11 -12 -13 13 -15 16 -17 17 -19 -20 22 21 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.017780560726789442 6.41646365772568e-05 0.0096823127599834601 -0.0085203403095739354 -0.0025154432054739525 -0.0045261196958766223 9.9985306534495655e-07 -0.0011663784972254549 -0.00097362945730590554 -0.002743905129870518 0.024650158086622548 -0.00057325501232929053 -0.014102684559291711 -0.00019665482144052868 0.00044721719944656785 -0.0089285577636305791 -0.0088392868828454426 -0.0035191853123707002 0.0019662696547936447 0.0097829556999126672 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12631 4670 internal_value=-8.51563e-06 -0.000135699 -0.00065785 -0.00212305 -0.0033805 0.000283735 0.00157456 0.00335658 -0.00411845 -0.00529609 -0.00244442 -0.00610145 1.13533e-05 -0.000177009 -0.00134604 -0.005457 -0.00268466 -0.00223469 -0.00321134 3.12432e-05 0.00432497 0.00586853 -0.000210563 0.00311437 0.00209844 0.00477255 0.0064491 -0.000498291 0.00223406 0.00222169 internal_weight=324051 117841 52492.8 16458.2 9277.79 65348.2 11741.6 5449.4 8176.51 4799.91 3376.6 1142.9 36034.6 33219.4 11563.6 4774.26 5342.03 4982.93 4043 6292.24 4488.41 2588.64 6138.44 1028.91 1101.28 697.2 629.809 7180.38 2815.17 1899.76 internal_count=1411359 534565 233832 75478 38630 300733 49534 22630 33446 19667 13779 4754 158354 145481 49287 19558 23278 21704 17609 26904 18164 10494 26243 4374 5184 3304 2980 36848 12873 7670 is_linear=0 shrinkage=0.03 Tree=602 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 1 0 1 2 2 2 2 2 2 2 0 2 0 0 2 0 2 1 0 0 2 2 0 split_gain=3.13167 26.984 53.8115 35.1619 39.2167 24.9375 33.7719 24.9704 16.8552 24.1918 24.1611 32.0888 15.7751 25.3544 15.7101 15.3582 15.2515 20.159 14.2902 16.5937 14.2304 19.1484 21.7916 14.1237 13.832 13.7102 18.7298 13.596 15.6584 15.768 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 13.500000000000002 -2.4999999999999996 11087.062988281252 18.500000000000004 -1.4999999999999998 22.500000000000004 15.500000000000002 5006.9262695312509 3755.7348632812505 396.72427368164068 679.17321777343761 6261.4145507812509 7353.4816894531259 8055.6518554687509 24.500000000000004 10603.448730468752 17.500000000000004 20.500000000000004 3527.054809570313 22.500000000000004 2770.7851562500005 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 3038.2934570312505 3152.5231933593755 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 23 20 6 15 -8 9 14 11 -10 -1 -14 -6 -3 -9 -18 -17 -20 -5 -22 -23 25 -19 26 -4 -25 -29 -30 right_child=-2 5 3 4 8 -7 7 16 10 -11 -12 -13 13 -15 -16 18 17 24 19 -21 21 22 -24 27 -26 -27 -28 28 29 -31 leaf_value=0.002167400103867928 6.223962879262738e-05 0.0093960224653521374 -0.036184008627556968 -0.0024377418560160625 -0.0043907988296980859 9.6975826632777023e-07 -0.0011309143446476021 0.0021554513273442382 -0.0026621808624994105 0.023927463138361214 -0.00055604157653598753 -0.013678566462051761 -0.0011646062140590776 0.00052020073559407541 -0.0085739606961291216 -0.00085364088840952858 0.0060475352341209645 0.007866176031655573 0.0012720668315106818 0.011319140401663336 -0.010523793515779338 0.014275276345963994 0.0023711978090073358 0.0053624532120100698 -0.026765516041903716 -0.015089928648420538 0.0057988779580266728 -0.0095457721274114764 0.002263982064660205 -0.0011800975724962457 leaf_weight=2814.6871908679605 206210.08820436895 153.73049236834049 10.91060049831867 404.44796478748322 3743.4806284308434 53606.524341554614 961.3836436457932 1899.4141848832369 804.89256408810616 25.635468229651451 2233.762620434165 337.85507656633854 13641.16915705055 19574.087410405278 1030.4073761403561 5109.9102992638946 2542.3632723838091 16.272874921560287 849.38959082588553 179.15210362523794 67.675624862313271 205.84386106580496 422.42110432684422 367.22274982184172 28.660606771707535 115.22345694899559 77.477142184972763 170.34621981531382 1588.0360945740249 4851.1194252744317 leaf_count=12873 876794 661 77 1880 15391 251199 4466 7670 3395 109 9025 1359 58205 87276 4167 21869 10313 66 3627 747 324 981 1999 1636 115 537 359 755 12458 21026 internal_value=-8.26004e-06 -0.000131635 -0.000638191 -0.00205952 -0.00327954 0.000275232 0.00152752 0.00325669 -0.00399514 -0.00513762 -0.00237115 -0.00591919 1.10024e-05 -0.000171732 -0.0052937 3.03162e-05 0.00419684 0.00569549 -0.000204237 0.00302207 0.00203744 0.00463821 0.00627143 -0.000483348 -0.0142235 -0.00827176 0.000616502 -0.000256049 -0.000568212 -0.000330712 internal_weight=324044 117834 52486.7 16456.8 9276.42 65346.8 11740.3 5448.09 8176.03 4799.52 3376.51 1142.75 36029.9 33215.3 4773.89 6292.18 4486.71 2587.3 6138.45 1028.54 1100.39 695.941 628.265 7180.34 44.9335 203.611 88.3877 6976.72 6609.5 6439.16 internal_count=1411359 534565 233832 75478 38630 300733 49534 22630 33446 19667 13779 4754 158354 145481 19558 26904 18164 10494 26243 4374 5184 3304 2980 36848 181 973 436 35875 34239 33484 is_linear=0 shrinkage=0.03 Tree=603 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 1 0 1 2 2 2 2 2 2 1 2 0 1 2 2 2 2 1 2 1 2 0 0 split_gain=2.9466 25.391 50.6408 33.0875 36.8996 23.4675 31.7875 23.5111 15.8628 22.7767 22.7391 30.1884 15.003 19.2715 14.8443 24.038 18.6346 15.7608 21.3997 16.8835 14.7788 14.4573 13.7454 20.3932 13.5523 18.3808 13.4627 13.4492 15.7919 18.5224 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 13.500000000000002 -2.4999999999999996 11087.062988281252 18.500000000000004 -1.4999999999999998 22.500000000000004 15.500000000000002 5006.9262695312509 3755.7348632812505 10341.291015625002 8055.6518554687509 396.72427368164068 631.94107055664074 1.0000000180025095e-35 417.75494384765631 23.500000000000004 6.5000000000000009 6261.4145507812509 7353.4816894531259 455.77806091308599 464.60191345214849 4.5000000000000009 238.29680633544925 3.5000000000000004 10603.448730468752 16.500000000000004 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 -4 -5 6 21 -8 9 20 11 -10 13 -9 24 16 -16 -18 19 -19 -6 -3 -20 -24 -1 -26 -25 -23 29 -29 right_child=-2 5 3 4 8 -7 7 12 10 -11 -12 -13 -14 -15 15 -17 17 18 22 -21 -22 27 23 26 25 -27 -28 28 -30 -31 leaf_value=0.0017129984974809172 6.0372374285647435e-05 0.0091184174655072493 -0.00046894810688413079 0.0019782045775257801 -0.0042595494435744286 9.4076177039614786e-07 -0.0010965430503992696 0.0020910777118210684 -0.00258288216411695 0.023231253957246553 -0.00053934537984893149 -0.0132684919721018 -0.006321986653900942 0.0061123994537439254 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15391 251199 4466 7670 3395 109 9025 1359 492 10002 26009 96194 1574 17119 2794 490 4167 21869 69 1004 315 141 228 730 1645 1999 internal_value=-8.0114e-06 -0.00012769 -0.000619092 -0.00199804 -0.00318162 0.000266984 0.00148189 0.00315978 -0.00387556 -0.00498397 -0.0023001 -0.00574253 0.00407251 0.00436214 1.0673e-05 -0.000166586 -0.00127121 -0.00257191 -0.00213468 -0.00308368 -0.00513536 2.94169e-05 0.0019418 0.00725411 0.0021026 0.0132263 0.00540941 -0.000198102 0.00293251 1.16344e-05 internal_weight=324038 117828 52482.6 16454.1 9274.96 65345.4 11738.9 5446.78 8175.46 4799.07 3376.39 1142.57 4485.01 4363.43 36028.5 33214.1 11559.6 5336.58 4978.51 4038.39 4773.46 6292.11 940.127 298.962 2814.39 95.2373 283.261 6138.45 1028.17 635.778 internal_count=1411359 534565 233832 75478 38630 300733 49534 22630 33446 19667 13779 4754 18164 17672 158354 145481 49287 23278 21704 17609 19558 26904 4095 1301 12873 456 1232 26243 4374 2729 is_linear=0 shrinkage=0.03 Tree=604 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 1 0 1 2 2 0 0 2 0 1 2 2 1 1 0 2 2 2 2 2 1 2 0 split_gain=2.7727 23.8935 47.6502 31.1424 34.7173 22.0843 29.9188 22.1363 14.9291 21.4475 21.4017 28.4051 14.1369 37.4183 21.4579 41.0444 25.6445 20.3834 19.2659 20.0063 18.2994 18.0484 16.9701 14.1194 18.1561 13.966 22.6248 17.555 14.8884 20.1508 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 13.500000000000002 -2.4999999999999996 11087.062988281252 18.500000000000004 -1.4999999999999998 22.500000000000004 15.500000000000002 5006.9262695312509 3755.7348632812505 10.500000000000002 7.5000000000000009 9416.2739257812518 16.500000000000004 -4.4999999999999991 7510.0949707031259 8055.6518554687509 -2.4999999999999996 2.5000000000000004 12.500000000000002 9416.2739257812518 10341.291015625002 8055.6518554687509 396.72427368164068 631.94107055664074 1.0000000180025095e-35 417.75494384765631 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 25 -4 -5 6 12 -8 9 -6 11 -10 13 18 -14 16 -16 -15 19 -3 -19 -18 -20 24 -9 -1 27 -27 -29 -30 right_child=-2 5 3 4 8 -7 7 23 10 -11 -12 -13 14 17 15 -17 21 20 22 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.0020393724885509694 5.8561150345560929e-05 0.016708211803235784 -0.0004548664162932881 0.0019202993141332898 -0.0049818136823505587 9.1244250018241982e-07 -0.0010632300305775915 0.0020286224352834593 -0.0025059359960457532 0.02255996265895437 -0.00052315101293373722 -0.012871852817045823 -0.0030639343359986273 0.025158794025349426 0.015483087676986017 0.0047821898037703715 0.0079451589616207283 0.0086539501836281254 0.0065422588978436159 -0.0092889291152178938 -0.015343642522901145 -0.0045703241999650026 -0.0029470223582382564 -0.0061297667528958811 0.0059324686195867454 -0.00015109814605619333 0.00041039912994237309 -0.0084130198725561097 -0.0029936108644038821 0.0018827247236222232 leaf_weight=2814.5240035355091 206210.45528489072 29.355555705726147 7179.3745005441597 1098.6853937804699 4772.9717883765697 53606.512691107229 962.13807219266891 1898.8990843147039 804.54774135351181 25.583276405930519 2233.8812689334154 337.81125807762146 2074.9394222795963 63.459621086716652 67.243358135223389 1319.7806026935577 113.34715031087399 405.66482484340668 359.3860629722476 288.15546315908432 30.767519727349281 1218.629383534193 321.20786270406097 121.63470338284969 2462.8643672466278 6223.1541158556938 21653.902409011498 357.16631251573563 4035.1740609407425 940.43987099826336 leaf_count=12873 876794 168 36848 5184 19558 251199 4466 7670 3395 109 9025 1359 8585 266 338 5499 472 1759 1740 1331 129 5018 1599 492 10002 26009 96194 1574 17609 4095 internal_value=-7.7727e-06 -0.00012387 -0.000600594 -0.00193825 -0.00308667 0.000258983 0.00143762 0.00306571 -0.0037596 -0.00483498 -0.0022312 -0.00557128 2.85486e-05 0.00257243 -0.000766358 0.000986983 -0.00259276 0.00927217 -0.000783071 -0.00688536 0.00696217 -0.00350529 0.00206377 0.00395178 0.00423292 1.03347e-05 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8055.6518554687509 13264.737792968752 18.500000000000004 22.500000000000004 17466.614257812504 12.500000000000002 13578.460937500002 5.5000000000000009 1.3535000085830691 1.8174999952316286 2.3904999494552617 15066.298339843752 2.7749999761581425 59.500000000000007 7.5000000000000009 15804.419433593752 1.0000000180025095e-35 4.5000000000000009 10603.448730468752 9.5000000000000018 11617.274414062502 51.500000000000007 14106.575683593752 7510.0949707031259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 5 6 29 -6 10 -10 11 12 -9 -14 27 17 -17 19 20 -16 -18 -20 23 -7 -25 26 -26 -11 -29 -1 right_child=1 -3 3 -5 7 22 -8 8 9 14 -12 -13 13 -15 15 16 18 -19 21 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.00032570525898431519 -0.017169710453661099 -0.00011804059441313203 -0.0061471670873920478 0.0015332920925134178 6.9968665033459283e-05 0.0075548802664809978 0.0062111540248270007 -0.013011155315385232 -0.012494811205225699 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5541 13463 6609 3920 3686 2418 7664 3179 59850 is_linear=0 shrinkage=0.03 Tree=606 num_leaves=31 num_cat=0 split_feature=2 2 0 1 0 2 2 2 0 0 2 0 2 1 3 3 3 2 3 0 1 2 1 0 2 0 2 2 0 0 split_gain=3.96872 14.606 29.0901 14.9567 9.93438 26.4153 32.1368 21.393 59.2708 47.1916 28.754 40.6523 22.3028 19.4669 19.4423 42.9725 64.9079 49.0942 38.8181 23.6719 20.9924 18.7285 18.5939 35.3163 19.5601 17.2406 16.609 15.1003 30.4847 21.4628 threshold=17918.074218750004 18421.471679687504 9.5000000000000018 1.0000000180025095e-35 10.500000000000002 10120.596191406252 8055.6518554687509 13264.737792968752 18.500000000000004 22.500000000000004 17466.614257812504 12.500000000000002 13578.460937500002 5.5000000000000009 1.3535000085830691 1.8174999952316286 2.3904999494552617 14427.237304687502 2.7749999761581425 59.500000000000007 7.5000000000000009 15804.419433593752 1.0000000180025095e-35 4.5000000000000009 10603.448730468752 9.5000000000000018 11617.274414062502 15804.419433593752 13.500000000000002 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 5 6 -1 -6 10 -10 11 12 -9 -14 -11 17 -17 19 20 -16 -18 -20 23 -7 -25 26 -26 28 -13 -29 right_child=1 -3 3 -5 7 22 -8 8 9 14 -12 27 13 -15 15 16 18 -19 21 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=-0.00046572204312909487 -0.016634505295247931 -0.00011449814448899572 -0.005958110352884397 0.0014872479088758003 6.7869544564389212e-05 0.0073589684992189071 0.0060287173268108044 -0.012604445734523665 -0.012126181640116971 0.0029056493999131084 0.012966171500961113 0.00046190026875136248 0.0003756424145391332 0.01938967318808037 0.00029063068914046952 0.0056396593146236899 -0.010012891383826021 -0.0068112092007926624 0.0032389379855854807 0.015123555248898106 0.01956475473569021 -0.0040349039295442587 -0.0058567278749677111 -0.021758569490904787 0.0068591825106848305 0.0031100105088340915 -0.008135623395974987 0.014890936654291743 0.0078311414923499384 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threshold=17918.074218750004 18421.471679687504 9.5000000000000018 1.0000000180025095e-35 10.500000000000002 10120.596191406252 8055.6518554687509 13264.737792968752 18.500000000000004 22.500000000000004 17466.614257812504 12.500000000000002 13578.460937500002 5.5000000000000009 1.3535000085830691 1.8174999952316286 2.3904999494552617 15066.298339843752 2.7749999761581425 59.500000000000007 7.5000000000000009 15804.419433593752 1.0000000180025095e-35 4.5000000000000009 10603.448730468752 9.5000000000000018 11617.274414062502 51.500000000000007 14106.575683593752 971.01849365234386 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 5 6 29 -6 10 -10 11 12 -9 -14 27 17 -17 19 20 -16 -18 -20 23 -7 -25 26 -26 -11 -29 -1 right_child=1 -3 3 -5 7 22 -8 8 9 14 -12 -13 13 -15 15 16 18 -19 21 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.003649296299007974 -0.016118418432024818 -0.00011106209506657855 -0.0057751010949501089 0.0014425894712123757 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300977 4663 4067 1110421 76710 63247 1033711 53050 32951 20099 18810 7938 7453 31778 24114 14878 9236 7904 4318 2363 5541 13463 6609 3920 3686 2418 7664 3179 59850 is_linear=0 shrinkage=0.03 Tree=608 num_leaves=31 num_cat=0 split_feature=2 2 0 1 0 0 0 0 2 1 2 0 0 0 1 2 0 0 0 1 0 1 2 2 0 2 0 2 2 0 split_gain=3.51369 12.9185 25.6897 13.2212 8.90071 17.8715 41.6642 32.197 25.0869 19.9228 18.8937 18.7989 38.943 29.4589 17.7915 17.6817 42.1642 20.0101 17.6989 24.6388 26.3809 18.0915 17.5805 18.3532 36.5764 20.0061 69.169 24.6954 17.862 34.8303 threshold=17918.074218750004 18421.471679687504 9.5000000000000018 1.0000000180025095e-35 9.5000000000000018 37.500000000000007 31.500000000000004 41.500000000000007 23484.753906250004 16.500000000000004 42366.021484375007 25.500000000000004 29.500000000000004 11.500000000000002 -17.499999999999996 35189.248046875007 12.500000000000002 27.500000000000004 25.500000000000004 1.5000000000000002 16.500000000000004 1.0000000180025095e-35 22009.412109375004 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0.000412754 -0.000399117 -0.000812827 -0.0040106 0.00213215 0.00565709 0.000547426 7.26107e-06 -0.000916318 -0.0027634 -0.000446263 -0.0020498 -0.000518408 0.00644421 -0.00188661 0.000342554 0.000531865 0.00211109 0.00414788 0.00163678 -0.00927728 -0.00102292 0.00305388 internal_weight=324007 66262 1121.84 986.684 65140.2 40547.3 24877.7 15669.6 21560.3 18531.6 3317.33 3028.79 939.358 2089.43 14390.1 18328.7 3718.15 14610.5 3541.45 2327.77 382.298 1945.47 24592.9 23295.2 5156.99 3125.64 1492.23 387.058 2031.35 655.24 internal_count=1411398 300977 4663 4067 296314 167837 101306 66531 87810 75297 13496 12513 3783 8730 61339 74446 15010 59436 14274 9387 1534 7853 128477 122703 23520 13566 6412 1674 9954 3166 is_linear=0 shrinkage=0.03 Tree=609 num_leaves=31 num_cat=0 split_feature=2 2 0 1 0 2 2 2 0 0 2 0 2 0 0 0 2 1 1 0 1 0 0 1 1 0 2 0 2 2 split_gain=3.30587 12.1499 24.1479 12.4311 8.7962 23.4346 28.4842 18.965 52.5988 41.829 25.652 36.1611 19.7031 17.3523 43.9487 41.5567 30.2255 21.4872 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216.547 3802.01 1025.21 1764.37 2570.72 1225.96 882.144 829.308 248.528 542.209 internal_count=1411398 300977 4663 4067 1110421 76710 63247 1033711 53050 32951 20099 18810 7938 31778 8372 23406 7612 4602 3849 2157 882 15794 4262 7453 13463 6609 3920 3686 1017 2418 is_linear=0 shrinkage=0.03 Tree=610 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 2 2 3 2 3 2 1 2 0 2 0 3 2 0 1 1 1 0 1 2 1 split_gain=3.83797 11.3842 24.7871 41.568 27.7373 18.0647 17.721 16.5418 15.711 11.8826 25.4482 13.1793 12.6331 13.5054 11.6815 17.7136 22.2258 17.3143 15.0781 26.4426 14.7134 13.6465 11.6787 10.8155 10.695 17.2384 15.3984 10.4528 9.31379 9.14416 threshold=1.1054999828338625 1864.7654418945315 1126.780944824219 844.91958618164074 530.58538818359386 1289.946716308594 2102.052612304688 496.29238891601568 -1.4999999999999998 409.80384826660162 325.14366149902349 1.0619999766349795 472.45382690429693 1.0205000042915346 1768.4891357421877 1.0000000180025095e-35 1591.3311157226565 48.500000000000007 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internal_value=2.57172e-06 -0.000337622 0.000428069 -0.000194362 0.000310447 0.00379037 -0.000827238 -7.17734e-05 0.0132198 0.000167084 -0.000117803 0.00495987 0.00195946 -0.00352246 0.00275485 0.00079863 0.00528078 0.0171018 -0.00286678 0.0007897 -0.00981904 -0.00287577 -0.00457119 0.0139559 0.00633699 0.00144842 -0.00238538 -0.0112981 0.0106426 -0.000571697 internal_weight=324126 27329.7 10659.6 8994.51 8475.25 1665.07 16670.1 8074.75 164.761 7832.38 7392.94 439.442 329.534 176.129 1500.31 970.379 436.553 107.8 533.827 349.834 183.992 110.185 1065.11 109.908 529.929 228.841 188.069 67.3345 83.6558 15605 internal_count=1411876 122695 46329 39269 36621 7060 76366 34876 700 33789 31926 1863 1406 764 6360 4141 1899 460 2242 1436 806 483 4428 457 2219 1010 793 305 357 71938 is_linear=0 shrinkage=0.03 Tree=611 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 2 2 3 2 3 2 1 2 0 2 0 3 2 0 1 1 1 0 1 2 1 split_gain=3.61174 10.7102 23.3373 39.2278 26.0774 16.9372 16.6714 15.5892 14.7534 11.1757 24.0154 12.3589 11.8883 12.7389 10.9913 16.69 21.0261 16.5564 14.2496 24.9172 13.9692 12.8684 10.9875 10.0919 10.0468 16.3691 14.499 9.97998 8.78953 8.601 threshold=1.1054999828338625 1864.7654418945315 1126.780944824219 844.91958618164074 530.58538818359386 1289.946716308594 2102.052612304688 496.29238891601568 -1.4999999999999998 409.80384826660162 325.14366149902349 1.0619999766349795 472.45382690429693 1.0205000042915346 1768.4891357421877 1.0000000180025095e-35 1591.3311157226565 48.500000000000007 1637.6347656250002 51.500000000000007 1.0205000042915346 1526.1497802734377 49.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 48.500000000000007 1.5000000000000002 1338.8272094726565 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 22 9 -4 10 -1 12 -11 -14 15 16 17 -7 20 -20 -17 -22 -3 -13 25 -16 -27 -23 -19 -8 right_child=-2 6 5 -5 -6 14 29 -9 -10 11 -12 23 13 -15 24 18 -18 28 19 -21 21 27 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00017219623739599655 3.288066375462331e-05 -0.0080518572489044794 -0.0049840487885638622 -0.008205168547843502 0.0077702404728120051 0.038654484866790212 -0.00074548535768595014 -0.0075691247596023142 0.017323425875292533 0.008006532015398124 -0.010319975094682255 0.0034467599690753302 -0.020506016915673934 0.00039261150683818276 0.018735723783791142 -0.019697165692777574 0.0013628678756796423 -0.011360441095259985 0.0041032383884452087 -0.018439172145599463 0.010029776831336105 -0.001427105704354652 -0.0018679196910186509 0.02170583133256548 0.0097488756976505855 0.014083915517398692 -0.0065412975857845994 -0.024989430859411521 0.014712484794687213 0.0020429321431759823 leaf_weight=7190.6043960303068 296796.26869287994 441.94933038949966 33.469908252358437 517.73702817410231 400.79977379739285 23.92466276884079 14537.024029709399 241.98527823388577 131.58540746569633 153.39133398234844 201.84845258295536 49.431637957692146 32.104552239179611 143.964973077178 40.392329201102257 73.370873734354973 328.64730344712734 13.977054283022879 298.07728907465935 51.799717009067535 42.927652642130852 39.795910090208054 623.27927181124687 60.692982167005539 301.15102994441986 38.58719328045845 149.59954605996609 27.260930404067039 69.49554531276226 1068.7758289650083 leaf_count=30975 1289181 1850 151 2648 1745 103 66521 1087 549 642 951 204 136 628 217 323 1439 61 1225 211 178 176 2578 253 1209 161 632 129 296 5417 internal_value=2.49308e-06 -0.000327536 0.000415297 -0.000188624 0.000301116 0.00367887 -0.000802377 -6.96559e-05 0.0127999 0.000162054 -0.000114289 0.00480928 0.00190104 -0.00341805 0.00267456 0.000775456 0.00512875 0.0166528 -0.0027844 0.000765807 -0.00955888 -0.00279561 -0.00443355 0.0135099 0.00614945 0.00140723 -0.00231215 -0.011006 0.0103467 -0.000554518 internal_weight=324124 27327.7 10656.6 8992.56 8474.82 1664.06 16671 8074.02 165.055 7832.04 7392.45 439.585 329.461 176.07 1499.01 969.277 436.045 107.397 533.232 349.877 183.355 109.984 1065.23 110.125 529.73 228.579 188.187 67.0568 83.4726 15605.8 internal_count=1411876 122695 46329 39269 36621 7060 76366 34876 700 33789 31926 1863 1406 764 6360 4141 1899 460 2242 1436 806 483 4428 457 2219 1010 793 305 357 71938 is_linear=0 shrinkage=0.03 Tree=612 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 2 2 3 2 3 2 1 2 0 2 0 0 0 1 1 0 1 2 2 1 3 split_gain=3.39885 10.0763 21.9734 37.0173 24.5182 15.8842 15.6843 14.6911 13.8576 10.5116 22.6625 11.5931 11.1877 12.0177 10.3424 15.726 19.895 15.8458 13.4671 23.482 13.6021 10.3379 9.43869 15.5429 13.6529 9.42339 8.29508 8.12884 14.766 12.0352 threshold=1.1054999828338625 1864.7654418945315 1126.780944824219 844.91958618164074 530.58538818359386 1289.946716308594 2102.052612304688 496.29238891601568 -1.4999999999999998 409.80384826660162 325.14366149902349 1.0619999766349795 472.45382690429693 1.0205000042915346 1768.4891357421877 1.0000000180025095e-35 1591.3311157226565 48.500000000000007 1637.6347656250002 51.500000000000007 51.500000000000007 49.500000000000007 1.0000000180025095e-35 -5.4999999999999991 48.500000000000007 1.0000000180025095e-35 1338.8272094726565 937.66867065429699 1.0000000180025095e-35 1.0619999766349795 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 21 9 -4 10 -1 12 -11 -14 15 16 17 -7 20 -20 -17 -3 23 -16 -25 -13 -19 -5 -29 -30 right_child=-2 6 5 27 -6 14 -8 -9 -10 11 -12 25 13 -15 22 18 -18 26 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=0.00016702807602713592 3.1894264697466674e-05 -0.0078097447693689743 -0.004826976960722722 -0.014397850023207573 0.007531776758905419 0.037864034540604607 -0.00053785698137891896 -0.00735367910718728 0.016775822017744895 0.0077672835301569616 -0.010039491055627037 0.0033450789934158483 -0.019936134362744225 0.00038080958099088444 0.018346265884888094 -0.011683127594826686 0.0013223982631842643 -0.010989027009926277 0.003978258605978573 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9.8876 21.3848 10.8776 10.5286 11.3389 9.73246 14.8164 18.8278 15.1781 12.7166 22.1314 13.1313 12.0765 9.72717 9.51726 8.87311 10.531 8.80491 8.09078 31.5543 20.1151 threshold=1.1054999828338625 1864.7654418945315 1126.780944824219 844.91958618164074 530.58538818359386 1289.946716308594 2102.052612304688 496.29238891601568 -1.4999999999999998 409.80384826660162 325.14366149902349 1.0619999766349795 472.45382690429693 1.0205000042915346 1768.4891357421877 1.0000000180025095e-35 1591.3311157226565 48.500000000000007 1637.6347656250002 51.500000000000007 1.0205000042915346 1526.1497802734377 49.500000000000007 1.5000000000000002 1.5000000000000002 -5.4999999999999991 1.0000000180025095e-35 4.5000000000000009 2680.677124023438 3600.6882324218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 22 9 -4 10 -1 12 -11 -14 15 16 17 -7 20 -20 -17 -22 -3 -23 25 -16 -13 -8 -29 -30 right_child=-2 6 5 -5 -6 14 27 -9 -10 11 -12 26 13 -15 24 18 -18 -19 19 -21 21 23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.00016201526099632183 3.0937447707035242e-05 -0.0075751395143822233 -0.0046751346977841153 -0.0077581681808498596 0.0073009619674882561 0.037106962244741318 -0.00070696787237866743 -0.0071442056851805102 0.016248513497577752 0.0075353608742205706 -0.0097662478595240739 0.0032463659863482854 -0.019384321254485779 0.00036936343704686739 0.017963650216285942 -0.018940687477583328 0.0012831198660398489 0.0097802062949114716 0.0038571714572522009 -0.017425296476608513 0.0099075745511212933 -0.001156063526584295 -0.0017571304260519472 -0.024274976361660015 0.01193561533394392 0.0016222976172739028 0.020279729891278572 0.0085768285122315106 -0.025992968734661972 -0.00089917850626404993 leaf_weight=7190.7928772680461 296795.79688062263 441.99829080700874 33.57112056016922 515.26463851332664 401.34342246502638 23.456573516130447 14537.366753272712 241.23751625418663 131.99280972778797 153.35093067586422 200.70483051985502 49.382015630602837 31.957384198904037 143.98205488920212 39.649906441569328 72.671774610877037 328.44631671905518 83.099667310714722 298.34861366450787 51.57753574848175 42.958037406206131 39.66753676533699 623.41723468899727 26.889060586690903 151.13637913763523 338.48747493326664 61.115179523825645 406.53845669329166 30.118562906980515 632.54451586306095 leaf_count=30975 1289181 1850 151 2648 1745 103 66521 1087 549 642 951 204 136 628 217 323 1439 357 1225 211 178 176 2578 129 608 1394 253 1649 144 3624 internal_value=2.34323e-06 -0.00030826 0.000390879 -0.000177649 0.000283295 0.00346592 -0.000754914 -6.5604e-05 0.0120059 0.000152448 -0.000107572 0.00452258 0.0017895 -0.00321867 0.00252104 0.000731211 0.00483806 0.0157957 -0.00262615 0.000720232 -0.00905355 -0.00249263 -0.00417079 -0.0104962 0.0057915 0.00333578 0.0126674 -0.000521721 0.00199698 -0.00203971 internal_weight=324119 27323.1 10651.1 8989.13 8473.87 1661.95 16672 8072.52 165.564 7831.29 7391.5 439.788 329.29 175.939 1496.39 967.115 435.003 106.556 532.113 349.926 182.186 109.515 1065.42 66.5566 529.274 378.137 110.497 15606.6 1069.2 662.663 internal_count=1411876 122695 46329 39269 36621 7060 76366 34876 700 33789 31926 1863 1406 764 6360 4141 1899 460 2242 1436 806 483 4428 305 2219 1611 457 71938 5417 3768 is_linear=0 shrinkage=0.03 Tree=614 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 2 2 3 2 3 2 1 2 0 2 0 0 0 1 1 0 1 0 1 2 3 split_gain=3.01019 8.91975 19.4833 32.9294 21.6767 13.9802 13.8823 13.0462 12.234 9.30122 20.1785 10.209 9.90857 10.6996 9.16222 13.961 17.8199 14.5496 12.0181 20.8601 12.5215 9.15301 8.6935 14.174 12.8606 8.23203 8.0204 7.95918 7.84833 13.3439 threshold=1.1054999828338625 1864.7654418945315 1126.780944824219 844.91958618164074 530.58538818359386 1289.946716308594 2102.052612304688 496.29238891601568 -1.4999999999999998 409.80384826660162 325.14366149902349 1.0619999766349795 472.45382690429693 1.0205000042915346 1768.4891357421877 1.0000000180025095e-35 1591.3311157226565 48.500000000000007 1637.6347656250002 51.500000000000007 51.500000000000007 49.500000000000007 1.0000000180025095e-35 -5.4999999999999991 48.500000000000007 1.0000000180025095e-35 49.500000000000007 -10.499999999999998 1209.7733154296877 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 7 8 21 9 -4 10 27 12 -11 -14 15 16 17 -7 20 -20 -17 -3 23 -16 -25 -13 -18 -1 29 -10 right_child=-2 6 5 -5 -6 14 -8 -9 28 11 -12 25 13 -15 22 18 26 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0092030409690746981 3.0009389513452017e-05 -0.0073477837714579289 -0.0045283273053363495 -0.0075465962124421915 0.0070775216506516313 0.036380550270666161 -0.00050608635415563645 -0.006940538123157639 0.03178970390942025 0.0073105181809041148 -0.0095000587972224257 0.0031505353046362562 -0.018849704739762205 0.00035826214799151252 0.01758769111882074 -0.011114532867671079 -0.0044930832725081239 0.0095087047424318571 0.0037398483583961696 -0.016941821227258673 0.018167031291287633 -0.0017042373881974487 0.0089652800590180673 0.013269184983167762 -0.0061893050942371242 0.019611688510559517 0.0050761996323513943 4.7029855539783684e-05 0.024627707088969678 0.0028211876815944625 leaf_weight=86.48745234310627 296795.57147922122 442.00428578257561 33.618961334228516 513.84092158079147 401.58975680172443 23.210912257432938 15606.306564129889 240.87267252057791 18.790371760725975 153.32575309276581 200.14725458621979 49.357930541038513 31.879044488072395 143.99020153284073 39.288089126348495 167.28681670129299 131.45971813797951 82.911137819290161 298.47493372857571 51.459738507866859 14.264160320162771 623.48176226019859 301.26579217612743 38.39781653881073 149.93655790388584 61.298197105526924 196.89023333787918 7104.3952846415341 53.338116317987442 60.034447774291039 leaf_count=496 1289181 1850 151 2648 1745 103 71938 1087 78 642 951 204 136 628 217 747 564 357 1225 211 59 2578 1209 161 632 253 875 30479 221 250 internal_value=2.27127e-06 -0.000299071 0.000379228 -0.0001724 0.000274787 0.0033646 -0.000732282 -6.36663e-05 0.0116301 0.000147862 -0.000104362 0.0043861 0.00173625 -0.00312348 0.00244793 0.000710021 0.00469903 0.0153861 -0.00255086 0.0006985 -0.00881393 -0.0040454 0.00562203 0.00119712 -0.00222209 0.0122692 0.001245 0.000157153 0.0157405 0.00972674 internal_weight=324115 27319.6 10647.8 8987.18 8473.34 1660.63 16671.8 8071.75 165.782 7830.88 7391.03 439.851 329.195 175.869 1494.85 965.958 434.472 106.122 531.486 349.935 181.551 1065.49 528.888 227.622 188.334 110.656 328.35 7190.88 132.163 78.8248 internal_count=1411876 122695 46329 39269 36621 7060 76366 34876 700 33789 31926 1863 1406 764 6360 4141 1899 460 2242 1436 806 4428 2219 1010 793 457 1439 30975 549 328 is_linear=0 shrinkage=0.03 Tree=615 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 0 0 2 0 0 2 2 1 3 1 0 2 0 2 2 2 2 2 0 2 2 2 2 2 split_gain=4.21764 13.1818 10.2407 15.2347 14.6302 52.9399 12.2148 12.0318 17.0167 26.0401 12.5433 31.0336 15.7196 10.4423 9.74068 13.6326 8.31386 16.7725 11.4959 7.8565 10.6 9.69551 7.91243 7.29504 18.791 8.28708 15.1651 8.43143 23.9607 29.0887 threshold=83.500000000000014 -7.4999999999999991 42366.021484375007 25057.239257812504 85.500000000000014 35189.248046875007 91.500000000000014 89.500000000000014 64691.324218750007 92.500000000000014 90.500000000000014 55938.710937500007 54303.691406250007 2.5000000000000004 7.7119998931884775 13.500000000000002 92.500000000000014 84255.890625000015 93.500000000000014 1126.780944824219 922.17691040039074 789.36499023437511 890.76861572265636 12411.391601562502 84.500000000000014 814.81753540039074 767.85998535156261 1006.7319946289064 1023.0205383300782 1099.1130981445315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 14 5 -5 -6 13 9 10 11 -9 -12 -4 23 19 -10 18 -18 20 21 -16 -23 25 -25 26 -3 -27 -29 -30 right_child=1 2 7 4 6 -7 -8 8 16 -11 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 27 -28 28 29 -31 leaf_value=4.3869981901546666e-05 0.025765590047542076 -0.0017441233769767306 0.0021591718515611476 -0.013499514548284672 -0.017822861927118495 0.027433136219540612 -0.0059205677562698383 -0.031792176305807753 0.0032410991084229268 0.0028813034240625529 -0.0053991981994302328 0.020327606256134778 -0.043036799751586301 0.011177306907914217 0.0060767243874986689 -0.016114958697730431 -0.032284009127861613 -0.0005442290780950657 -0.0034690823065538466 0.00043720068234953934 0.0162739949078115 -0.029941716970164057 0.0020898600648702288 0.016758432155548824 -0.00080683596857736772 -0.0073631130421082424 0.013326240305254042 0.0096858453215939635 -0.019652181204329575 -0.0025238349776876279 leaf_weight=315445.57143612346 16.972919717431068 280.4141253978014 970.29133374989033 71.199979871511459 106.9485410451889 47.347761109471321 282.79541795700788 23.540543839335442 512.13382295519114 76.384749256074429 14.349395453929899 18.255122184753418 32.851577639579773 131.18340495228767 96.769325822591782 42.454172967001796 25.989925861358643 796.87382179824635 23.938122784718871 1754.9885945953429 68.670670747756958 13.976038470864296 13.787547633051872 60.661133527755737 568.54428419470787 402.24997335672379 76.487345710396767 133.10580557584763 95.103767216205597 1446.136165253818 leaf_count=1373927 84 1227 4362 289 438 198 1258 96 2352 355 59 80 136 574 449 242 107 3742 130 7607 300 60 61 248 2324 1771 325 583 432 6188 internal_value=2.64045e-05 -0.000645112 -0.000699863 -0.00142888 -0.00637962 0.00284891 -0.00918664 0.000844263 -0.000881998 -0.00996809 -0.0209966 -0.00902778 -0.0315947 0.00323321 -0.000930914 0.000702822 0.000223772 -0.00160106 -0.0184686 0.00106931 0.00681113 0.00159306 -0.0140347 -0.00199278 0.000886616 -0.00273728 0.0014856 -0.00346306 -0.0025261 -0.00358076 internal_weight=323650 8204.41 8187.43 5561.64 508.292 118.548 389.744 2625.79 1524.32 165.381 88.9966 41.7957 47.201 1101.47 5053.35 1990.65 1358.94 846.802 49.928 1948.19 193.204 124.533 27.7636 3062.7 629.205 2433.5 356.901 2076.6 1674.35 1541.24 internal_count=1410004 36077 35993 24000 2183 487 1696 11993 7057 726 371 176 195 4936 21817 8719 6331 3979 237 8477 870 570 121 13098 2572 10526 1552 8974 7203 6620 is_linear=0 shrinkage=0.03 Tree=616 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 0 0 2 0 0 2 2 1 3 1 0 2 0 2 2 2 0 0 2 0 1 2 0 2 split_gain=3.96964 12.5282 9.63992 14.3457 13.768 49.9928 11.4569 11.3309 15.9995 24.4892 11.7089 29.212 14.6988 9.86944 9.16862 12.9204 7.82817 15.7726 10.7725 7.69769 13.8174 12.7759 10.9615 14.0895 7.16683 10.8471 7.00895 6.96909 25.3233 45.1256 threshold=83.500000000000014 -7.4999999999999991 42366.021484375007 25057.239257812504 85.500000000000014 35189.248046875007 91.500000000000014 89.500000000000014 64691.324218750007 92.500000000000014 90.500000000000014 55938.710937500007 54303.691406250007 2.5000000000000004 7.7119998931884775 13.500000000000002 92.500000000000014 84255.890625000015 93.500000000000014 12715.829589843752 14763.748535156252 11333.392578125002 90.500000000000014 94.500000000000014 33967.421875000007 86.500000000000014 73.500000000000014 89440.765625000015 91.500000000000014 75297.019531250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 -2 3 14 5 -5 24 13 9 10 11 -9 -12 -4 -3 19 27 18 -18 21 22 -16 -21 -24 -6 -26 -1 28 -10 -30 right_child=1 2 7 4 6 -7 -8 8 16 -11 12 -13 -14 -15 15 -17 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=4.3809915994909399e-05 0.025254261048004493 -0.0019337569097153857 0.0020957448899124134 -0.013088522736556765 -0.0065755033505535288 0.026744057335040816 -0.0057481665333074571 -0.03080762618144434 0.019316864174409355 0.0027930258826420569 -0.0052353419706795872 0.019824030810928275 -0.041607976604253374 0.01087486695058526 0.001883698069133745 -0.015756419644544304 -0.031257501480484395 -0.0005278563775653137 -0.0033685558715374313 -0.019887733895503048 0.00032373557072504336 0.020450227058374869 0.014806064975719437 -0.017960653516465995 -0.0073513497798049421 -0.031856837438922925 -0.015879129815011394 0.0012046408535875343 -0.041181647382942513 0.02188122311825454 leaf_weight=315420.41359500575 16.79972118139267 3061.5990868471563 969.67658786475658 71.232139602303505 36.921683445572853 47.114230513572693 282.5427169278264 23.563679993152618 79.557334452867508 76.434271607547998 14.354470908641813 18.158753708004951 32.958581700921059 130.79278779029846 1262.1062523126602 42.122697969898582 26.037373825907707 796.94214287446812 23.913306567817926 60.530282557010651 543.76560924947262 34.261368975043297 25.080898597836494 22.322085715830326 25.611235126852989 44.50737389922142 24.881873786449432 391.19560794532299 20.483814463019371 20.36517433822155 leaf_count=1373812 84 13098 4362 289 152 198 1258 96 360 355 59 80 136 574 5580 242 107 3742 130 248 2280 147 107 115 105 181 115 1817 84 91 internal_value=2.56132e-05 -0.000626002 -0.000679127 -0.00138652 -0.00619244 0.00276901 -0.00891472 0.000819452 -0.00085563 -0.00966321 -0.0203565 -0.00877133 -0.0305728 0.00313916 -0.000903315 0.000681861 0.000217166 -0.00155284 -0.017906 0.0010373 -0.00162244 0.00237439 -0.0114272 -0.000623797 -0.0172731 -0.0229061 4.25539e-05 0.00314719 0.00945844 -0.00974179 internal_weight=323646 8200.95 8184.15 5559.72 507.929 118.346 389.583 2624.43 1523.96 165.47 89.0355 41.7224 47.3131 1100.47 5051.79 1990.19 1358.49 846.893 49.9507 1948.07 651.699 1296.37 107.933 47.403 107.04 70.1186 315445 511.602 120.406 40.849 internal_count=1410004 36077 35993 24000 2183 487 1696 11993 7057 726 371 176 195 4936 21817 8719 6331 3979 237 8477 2750 5727 470 222 438 286 1373927 2352 535 175 is_linear=0 shrinkage=0.03 Tree=617 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 1 0 0 2 0 0 2 2 1 3 1 0 2 0 2 2 2 2 2 0 1 2 2 0 split_gain=3.7356 11.9076 9.07374 13.5098 12.956 47.219 15.8635 10.7461 10.6699 15.0481 23.0452 10.9423 27.5086 13.7695 9.32762 8.62772 12.2444 7.37411 14.8368 10.1043 7.33562 9.98792 9.131 7.45998 6.86987 17.7028 8.15979 7.71668 7.30379 10.7015 threshold=83.500000000000014 -7.4999999999999991 42366.021484375007 25057.239257812504 85.500000000000014 35189.248046875007 1.5000000000000002 91.500000000000014 89.500000000000014 64691.324218750007 92.500000000000014 90.500000000000014 55938.710937500007 54303.691406250007 2.5000000000000004 7.7119998931884775 13.500000000000002 92.500000000000014 84255.890625000015 93.500000000000014 1126.780944824219 922.17691040039074 789.36499023437511 890.76861572265636 12411.391601562502 84.500000000000014 1.5000000000000002 1023.0205383300782 15804.419433593752 87.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 15 5 -5 -7 -6 14 10 11 12 -10 -13 -4 24 20 -11 19 -19 21 22 -17 -24 26 -26 -3 -28 29 -27 right_child=1 2 8 4 7 6 -8 -9 9 17 -12 13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 23 -25 25 28 27 -29 -30 -31 leaf_value=4.1277330095405421e-05 0.024754330363721919 -0.0018385390751964937 0.0020341469614802337 -0.012691297849023099 -0.016740339964668966 0.036235703161342801 -0.0039089580897196446 -0.0055807142822353866 -0.029868352843856735 0.0030574840740120539 0.0027075151765736144 -0.005076580333059807 0.019333800023310439 -0.040264158239386831 0.010580321060864156 0.0058446793179590534 -0.015404496685360718 -0.030279662193890163 -0.00051197736299087384 -0.0032708549458412986 0.00039569785601506995 0.015749629849238278 -0.029142932596482284 0.0019706739741522407 0.016333824357256364 -0.0011375482652254524 -0.00047193772641952253 -0.0094843009856046337 -0.0070195478102246783 0.010839188980658389 leaf_weight=315444.97380321776 16.627462923526764 2041.1372459679842 969.07840830087662 71.257378220558167 107.13118186593056 35.011909455060959 11.859932988882063 282.29378217458725 23.575340405106544 510.88984434306622 76.482075028121471 14.35920764505863 18.062093794345856 33.03555865585804 130.4068488329649 96.659514263272285 41.79744809679687 26.07131116092205 797.00832439120859 23.889149591326714 1755.098272100091 68.583354011178017 13.955720648169518 13.787407413125038 60.587354511022568 357.47663535177708 126.36437319219112 264.44659371674061 128.41726458072662 82.672378942370415 leaf_count=1373927 84 8713 4362 289 438 150 48 1258 96 2352 355 59 80 136 574 449 242 107 3742 130 7607 300 60 61 248 1460 619 1194 525 339 internal_value=2.48464e-05 -0.000607384 -0.000658928 -0.00134522 -0.00601087 0.00269174 0.0260779 -0.00865074 0.000795505 -0.000830064 -0.00937028 -0.0197456 -0.00852472 -0.0296034 0.00304778 -0.000876385 0.000661439 0.000210934 -0.0015061 -0.0173651 0.00100614 0.00655781 0.00149035 -0.0136805 -0.00187605 0.000918133 -0.00259892 -0.00657025 -0.000724588 0.00111202 internal_weight=323643 8198.02 8181.4 5558.54 507.554 118.129 46.8718 389.425 2622.86 1523.37 165.514 89.0322 41.6374 47.3948 1099.49 5050.98 1989.88 1357.86 846.969 49.9605 1948.08 192.986 124.403 27.7431 3061.1 629.154 2431.95 390.811 568.566 440.149 internal_count=1410004 36077 35993 24000 2183 487 198 1696 11993 7057 726 371 176 195 4936 21817 8719 6331 3979 237 8477 870 570 121 13098 2572 10526 1813 2324 1799 is_linear=0 shrinkage=0.03 Tree=618 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 1 2 0 2 0 0 2 2 1 2 2 0 2 2 3 1 2 2 2 0 0 2 0 0 split_gain=3.51589 11.3182 8.54128 12.7246 12.1927 44.6436 15.1349 10.2843 10.0481 14.1571 21.6989 10.2366 25.9141 12.9205 8.81518 8.5678 13.6254 11.2476 10.5376 10.9717 8.12098 11.6031 7.1409 13.2112 12.0543 7.38753 6.94317 13.9665 6.66371 12.1854 threshold=83.500000000000014 -7.4999999999999991 42366.021484375007 25057.239257812504 85.500000000000014 35189.248046875007 1.5000000000000002 35189.248046875007 89.500000000000014 64691.324218750007 92.500000000000014 90.500000000000014 55938.710937500007 54303.691406250007 2.5000000000000004 31791.298828125004 30553.010742187504 87.500000000000014 27647.242187500004 29455.711914062504 7.7119998931884775 13.500000000000002 12715.829589843752 13264.737792968752 11333.392578125002 90.500000000000014 92.500000000000014 94494.871093750015 93.500000000000014 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 20 5 -5 -7 15 14 10 11 12 -10 -13 -4 16 18 -17 -6 -20 -3 22 24 25 -22 -24 -11 -28 29 -9 right_child=1 2 8 4 7 6 -8 28 9 26 -12 13 -14 -15 -16 17 -18 -19 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=4.0039042186350564e-05 0.024265214393944367 -0.0018204847922193726 0.0019743265082317555 -0.012307245606084025 -0.011129480844859518 0.035458892039184148 -0.0037901079367728984 -0.0037617829265627076 -0.028970805122715878 0.0029687367146596045 0.0026246816445858064 -0.0049227436398427806 0.018856344192849043 -0.03899683909022636 0.010293446863934507 -0.018220305088928336 -0.026195233082077506 0.011099955759135055 0.015176310349126957 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internal_value=2.41021e-05 -0.000589394 -0.000639409 -0.00130535 -0.00583558 0.00261855 0.0254603 -0.00839528 0.000772118 -0.000805332 -0.00908857 -0.0191615 -0.00828731 -0.028682 0.00295901 -0.00493259 -0.00814192 0.00435275 -0.00460958 0.0044348 -0.000850393 0.000641714 0.000976038 -0.00158594 0.00226382 -0.021909 0.000204697 -0.0014608 -0.0152626 -0.0217307 internal_weight=323639 8194.38 8177.92 5556.47 507.088 117.851 46.5749 389.237 2621.46 1522.93 165.519 88.9905 41.5419 47.4487 1098.52 258.762 192.298 66.4645 160.829 67.3717 5049.38 1989.42 1947.95 651.607 1296.34 27.5696 1357.42 847.031 130.475 68.3051 internal_count=1410004 36077 35993 24000 2183 487 198 1696 11993 7057 726 371 176 195 4936 1140 853 287 718 292 21817 8719 8477 2750 5727 117 6331 3979 556 278 is_linear=0 shrinkage=0.03 Tree=619 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 1 2 0 2 0 0 2 2 2 0 2 2 1 2 2 0 2 2 3 2 2 2 2 2 split_gain=3.30894 10.7583 8.03892 11.9882 11.4755 42.2192 14.4485 9.67667 9.4625 13.3221 20.4419 9.58552 24.4202 12.1422 8.47247 12.9333 9.38719 8.1954 11.7449 8.07249 12.8699 10.573 9.93462 10.309 7.76404 13.4012 17.0652 12.1274 9.89732 9.71824 threshold=83.500000000000014 -7.4999999999999991 42366.021484375007 25057.239257812504 85.500000000000014 35189.248046875007 1.5000000000000002 35189.248046875007 89.500000000000014 64691.324218750007 92.500000000000014 90.500000000000014 55938.710937500007 54303.691406250007 58108.183593750007 87.500000000000014 72035.476562500015 84255.890625000015 1.0000000180025095e-35 31791.298828125004 30553.010742187504 87.500000000000014 27647.242187500004 29455.711914062504 6.4175000190734872 10603.448730468752 814.81753540039074 767.85998535156261 9644.7543945312518 1099.1130981445315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 24 5 -5 -7 19 14 10 11 12 -10 -13 -4 -16 -17 18 -18 20 22 -21 -6 -24 25 26 27 -3 -26 -28 right_child=1 2 8 4 7 6 -8 -9 9 -11 -12 13 -14 -15 15 16 17 -19 -20 21 -22 -23 23 -25 28 -27 29 -29 -30 -31 leaf_value=3.8837895892606473e-05 0.023786377439154998 -0.00092378272981898969 0.007847503731247164 -0.011935807865686586 -0.010817158772931214 0.03471254128914552 -0.00367494683922582 -0.014810649297354374 -0.028111808121481379 0.00019863911093534996 0.0025444360904013268 -0.0047736703621484534 0.018391140631557133 -0.037798621741436264 -0.0013878610067023646 0.01972249327752135 -0.026070749313339588 0.0066389543936034847 0.0042724315714499188 -0.017662091842004957 -0.025479819138063884 0.010754514919235056 0.014691038508924174 -0.0089457929488684345 0.0014867917065782307 0.0016572058123348404 -0.0088475822212376789 0.013083863344941287 -0.0020343939077644502 -0.0032221409544727743 leaf_weight=315444.46125965845 16.286600112915039 212.37486055493355 240.57951511442661 71.289302259683609 93.274229031056166 34.39749276638031 11.869438752532004 130.4222699329257 23.568126887083054 1356.9279434448108 76.572786830365658 14.367749869823454 17.86865870654583 33.109388440847397 534.3019060343504 40.512551233172417 18.076658457517624 232.64598517119884 31.463629066944122 15.304763093590735 31.382430650293827 51.227873370051384 37.772281609475613 29.636309236288071 1868.5471746958792 563.25060445070267 453.01101034879684 75.366346806287766 1167.1935708150268 708.88370629400015 leaf_count=1373927 84 928 1017 289 426 150 48 556 96 6331 355 59 80 136 2413 184 89 1096 137 62 135 225 163 129 8267 2303 2021 320 4951 3027 internal_value=2.33798e-05 -0.000571895 -0.000620421 -0.00126648 -0.00566607 0.0025478 0.0248645 -0.00814819 0.000749421 -0.000781404 -0.00881738 -0.0186022 -0.00805848 -0.0278045 0.00287277 0.00147626 0.00621846 0.00427973 -0.00679943 -0.00478801 -0.00790766 0.00421773 -0.0044757 0.00429906 -0.000825026 -0.0022698 -0.00379563 0.00274516 0.000132952 -0.00541544 internal_weight=323636 8191.49 8175.2 5555.2 506.576 117.556 46.2669 389.02 2619.99 1522.41 165.487 88.9139 41.4368 47.4771 1097.58 857.001 322.699 282.186 49.5403 258.598 192.065 66.5326 160.683 67.4086 5048.63 2012.89 1449.64 287.741 3035.74 1161.89 internal_count=1410004 36077 35993 24000 2183 487 198 1696 11993 7057 726 371 176 195 4936 3919 1506 1322 226 1140 853 287 718 292 21817 8599 6296 1248 13218 5048 is_linear=0 shrinkage=0.03 Tree=620 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 0 0 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 1 2 2 2 split_gain=4.56083 21.4078 25.8644 31.7484 29.7069 26.3336 20.7047 19.7528 16.3804 15.0609 13.5655 13.5335 27.0199 13.3751 12.6339 12.5913 11.9009 65.3105 31.4104 29.2255 20.1793 15.7688 15.2608 12.1971 11.8772 11.1571 10.3646 15.8214 24.6619 11.3301 threshold=1.469500005245209 1.532000005245209 9879.8374023437518 5579.1726074218759 12715.829589843752 3455.044799804688 3673.091186523438 55938.710937500007 -8.4999999999999982 44.500000000000007 58.500000000000007 18421.471679687504 20724.130859375004 16176.651367187502 35189.248046875007 -16.499999999999996 3267.230346679688 2602.8994140625005 3527.054809570313 2510.8642578125005 1.5000000000000002 3383.5720214843755 9188.5839843750018 8430.8989257812518 3673.103149414063 3.5000000000000004 1.5000000000000002 2928.0368652343755 2602.8994140625005 257.27976989746099 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 5 -4 26 -7 8 15 -9 -10 13 -13 -6 -14 24 17 19 20 -12 -18 -22 23 -20 -1 -16 27 28 -2 -28 right_child=1 -3 4 -5 11 6 -8 9 10 -11 16 12 14 -15 25 -17 18 -19 22 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.0048858117828524334 0.0013221745502638455 -1.1728232869219784e-05 0.014042301670858308 -0.0066333073208276454 0.0012528787750818939 0.010946313276696788 0.002301103142549357 -0.015155037017423906 -0.00016881621923857428 -0.0031348164853570869 -0.0013662286170456664 0.020869243990699275 -0.0013400816909067441 -0.013514097822977503 0.0058102887583245241 0.0041663879659777567 0.0033440762623543306 -0.014417034513908319 -0.0055962484198548382 0.024628902371173877 0.0042945892524909922 0.032069505302548762 0.001373335070104513 -0.026661625059373573 0.008797378970901281 0.026262718687596963 -0.0071196048703017403 -0.003093079610125019 0.011134119574036575 -0.00014138033885000012 leaf_weight=288.70208420604467 2914.5256735980511 228229.1635011707 287.82265146076679 472.9254797026515 280.33235574513674 417.6861429810524 618.53001470863819 125.76069208234549 83410.235534023494 369.3049902766943 1221.2548249736428 90.613298013806343 267.95418088883162 68.737806551158428 191.38775534182787 1289.9273879230022 138.5500849634409 402.48994436860085 322.79843604564667 40.205754101276398 28.481100767850876 51.95571357011795 399.31004320085049 26.791017159819603 71.166799858212471 27.447673782706261 296.2249052375555 634.22267504036427 250.34967638552189 714.47277635335922 leaf_count=1605 12098 997501 1175 1995 1151 1724 2632 558 360272 1566 5207 374 1106 284 810 6700 571 1644 1393 163 115 211 1653 109 431 118 1475 2660 1056 3002 internal_value=-2.8636e-05 4.02085e-05 0.0016137 0.000843114 0.00562368 0.00144793 0.00578588 -0.000212688 -0.000178952 -0.00618829 -0.000235728 0.0030083 0.00582751 -0.00165499 0.00302757 0.00278209 -0.00235635 -0.00389495 0.000288737 -0.000537702 0.0102829 0.022235 -0.00263369 -0.00721061 -0.00217986 0.00837556 0.000513373 0.00123167 0.00209832 -0.00218662 internal_weight=323949 235762 7533.23 6318.94 1214.3 5846.01 1036.22 88186.9 87691.9 495.066 86042.1 926.473 577.403 349.07 486.79 1649.8 2631.84 1663.95 967.886 1261.46 218.987 80.4368 748.899 349.589 359.869 218.835 4809.8 3799.1 3164.88 1010.7 internal_count=1411359 1029161 31660 26642 5018 24647 4356 382198 380074 2124 371338 3843 2408 1435 2034 8736 11066 7014 4052 5370 897 326 3155 1502 2036 928 20291 15814 13154 4477 is_linear=0 shrinkage=0.03 Tree=621 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 0 0 2 2 2 1 0 2 2 2 2 1 2 2 2 2 1 2 2 2 2 split_gain=4.29144 20.1489 24.3398 29.8927 27.9507 24.792 19.5293 18.6093 15.4303 14.2783 12.7695 12.7388 25.7664 12.5896 11.8719 11.3213 11.199 61.5074 29.5868 27.4906 19.0612 14.939 14.3703 11.748 11.187 11.0249 10.1011 31.302 32.6852 19.3085 threshold=1.469500005245209 1.532000005245209 9879.8374023437518 5579.1726074218759 12715.829589843752 3455.044799804688 3673.091186523438 55938.710937500007 -8.4999999999999982 44.500000000000007 58.500000000000007 18421.471679687504 19525.543945312504 16176.651367187502 -16.499999999999996 59.500000000000007 3267.230346679688 2602.8994140625005 3527.054809570313 2510.8642578125005 1.5000000000000002 3383.5720214843755 9188.5839843750018 6860.8740234375009 3673.103149414063 3.5000000000000004 317.43702697753912 937.66867065429699 1061.0313110351565 257.27976989746099 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 5 -4 -2 -7 8 14 -9 -10 13 -13 -6 24 -14 17 19 20 26 -18 -22 23 -20 -1 -17 29 -28 -29 -12 right_child=1 -3 4 -5 11 6 -8 9 10 -11 16 12 15 -15 -16 25 18 -19 22 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0047277570592638238 0.00049808242138475506 -1.1376421917392536e-05 0.013622381825132476 -0.0064396922947557679 0.0012152964871133399 0.010631236113507825 0.0022319765787671476 -0.014763298246914863 -0.00016375284836241789 -0.0030410208341341803 -0.0011309687096372723 0.029637382431344183 0.0079123712693343669 -0.013113612762785595 0.0040490289308302424 -0.0032557446359357026 0.0032452697764357961 -0.013994576880530846 -0.0042102782699026372 0.023882772301884885 0.0041668565600896258 0.031220532010850632 0.0013324051949730547 -0.017851091535625464 0.0085730592604310648 0.015964050168473159 -0.014780022731468181 0.036937632766297301 -0.0015868441026414132 0.012774337180191137 leaf_weight=289.39243198931217 4808.695848479867 228229.27150292636 287.79450553655624 472.53606022149324 280.33144097030163 417.17101357877254 618.55556896328926 125.23287553340197 83409.672647535801 369.27523662149906 687.76298194378614 37.685714036226273 296.59994199872017 68.712303452193737 1287.5327412188053 212.16801962256432 138.48638786375523 402.2051013559103 277.91414973139763 40.217767149209976 28.473660439252853 51.770271390676498 399.23023647069931 71.427251771092415 70.843039728701115 30.754501909017563 175.36082592606544 21.664049685001373 232.94741024076939 103.38282015919685 leaf_count=1605 20291 997501 1175 1995 1151 1724 2632 558 360272 1566 3001 156 1205 284 6700 917 571 1644 1209 163 115 211 1653 293 431 130 733 90 960 423 internal_value=-2.77769e-05 3.90029e-05 0.00156576 0.000818081 0.00545612 0.00140489 0.00561504 -0.000206315 -0.000173588 -0.00600966 -0.00022866 0.00291879 0.00565466 -0.00160547 0.00270209 0.00397946 -0.00228652 -0.00377907 0.000280319 -0.000521629 0.00998658 0.0216208 -0.00255582 -0.00699931 -0.00211205 -0.000822478 -0.00132539 -0.00502653 0.00169108 0.000686104 internal_weight=323943 235760 7531 6316.96 1214.05 5844.42 1035.73 88182.8 87688.3 494.508 86040.5 926.252 577.208 349.044 1647.77 539.522 2630.84 1663.54 967.302 1261.34 218.73 80.2439 748.572 349.341 360.235 242.923 1221.12 429.972 254.611 791.146 internal_count=1411359 1029161 31660 26642 5018 24647 4356 382198 380074 2124 371338 3843 2408 1435 8736 2252 11066 7014 4052 5370 897 326 3155 1502 2036 1047 5207 1783 1050 3424 is_linear=0 shrinkage=0.03 Tree=622 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 0 0 2 2 2 2 0 2 2 2 2 2 2 2 1 2 2 2 1 2 2 split_gain=4.038 18.9606 22.8992 28.1439 26.3092 23.343 18.4213 17.5318 14.5349 13.5359 12.0222 11.9834 24.5161 11.851 11.8167 11.6465 19.6819 12.0679 17.8171 10.5415 57.9271 27.8714 25.8664 18.013 14.1636 13.5323 11.0783 10.3028 10.0445 9.87641 threshold=1.469500005245209 1.532000005245209 9879.8374023437518 5579.1726074218759 12715.829589843752 3455.044799804688 3673.091186523438 55938.710937500007 -8.4999999999999982 44.500000000000007 58.500000000000007 18421.471679687504 20724.130859375004 16176.651367187502 35189.248046875007 46.500000000000007 156.82556152343753 2817.958129882813 1289.946716308594 3267.230346679688 2602.8994140625005 3527.054809570313 2510.8642578125005 1.5000000000000002 3383.5720214843755 9188.5839843750018 8430.8989257812518 3.5000000000000004 14427.237304687502 2817.958129882813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 5 -4 29 -7 8 15 -9 -10 13 -13 -6 -14 16 -1 18 -18 20 22 23 -12 -21 -25 26 -23 -16 -19 -2 right_child=1 -3 4 -5 11 6 -8 9 10 -11 19 12 14 -15 27 -17 17 28 -20 21 -22 25 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.029649730408307345 0.0011624960276987049 -1.1035121448007131e-05 0.013216173758172143 -0.0062516957239227523 0.0011788420502923292 0.010325421475938974 0.0021649335894692273 -0.0143815044122054 -0.00015884133240795569 -0.002950036106975691 -0.0012861034075800203 0.019824154294984762 -0.0014032797033541771 -0.012725889521161143 0.005529952483544996 0.00075632778689858926 0.0036389013036002469 -0.0019258787259090735 0.017287740155975558 0.0031493547967183615 -0.013585507062375678 -0.0052537652308143239 0.023166018230600431 0.0040429270658148284 0.030405949127975389 0.001292688694051683 -0.025333535503511424 0.025203158514443786 0.01330528346005232 -0.002237769644999936 leaf_weight=13.587008371949194 3847.9539546221495 228229.37606331857 287.74161474406719 472.14940529316664 280.33035551011562 416.6488401144743 618.57903446257114 124.70882361382246 83409.125805497169 369.24491097033024 1220.70752235502 90.481055699288845 268.07659806311131 68.682060308754444 191.37721990793943 1063.2512504607439 173.38597975671291 174.4472845941782 170.94110222160816 138.42389960587025 401.89109124243259 322.30413316190243 40.218200907111168 28.466197177767754 51.565585136413574 399.15248566865921 26.783395424485207 27.386124715209007 50.176137357950211 960.7598797082901 leaf_count=79 16287 997501 1175 1995 1151 1724 2632 558 360272 1566 5207 374 1106 284 810 5518 902 927 1092 571 1644 1393 163 115 211 1653 109 118 218 4004 internal_value=-2.69435e-05 3.78333e-05 0.00151897 0.000793655 0.00529235 0.00136287 0.00544929 -0.000200135 -0.000168386 -0.00583615 -0.000221806 0.00283102 0.00548403 -0.00155747 0.00281887 0.00262432 0.0060338 0.00688595 0.0104149 -0.00221907 -0.00366736 0.000272149 -0.000506184 0.0096996 0.021029 -0.00248028 -0.00679437 0.00799276 0.00147644 0.000483138 internal_weight=323938 235760 7530.17 6316.09 1214.08 5843.94 1035.23 88178.4 87684.4 493.954 86038.6 926.333 577.321 349.012 486.84 1645.79 582.538 568.951 344.327 2629.51 1662.82 966.696 1260.93 218.456 80.0318 748.24 349.088 218.763 224.623 4808.71 internal_count=1411359 1029161 31660 26642 5018 24647 4356 382198 380074 2124 371338 3843 2408 1435 2034 8736 3218 3139 1994 11066 7014 4052 5370 897 326 3155 1502 928 1145 20291 is_linear=0 shrinkage=0.03 Tree=623 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 1 1 2 2 2 1 1 2 split_gain=3.81957 16.9413 25.6069 52.2065 36.3456 26.602 22.6508 46.1242 31.5118 26.3354 25.9531 40.3441 25.5904 21.9626 26.3208 21.1179 16.1962 15.9937 17.864 14.8133 17.0788 12.797 12.2306 16.338 24.4106 17.7834 15.6969 12.8987 11.8812 11.7471 threshold=41.500000000000007 39.500000000000007 9416.2739257812518 5342.6640625000009 12411.391601562502 17466.614257812504 472.45382690429693 210.22515869140628 1338.8272094726565 228.54534149169925 1099.1130981445315 971.01849365234386 2554.751831054688 358.41200256347662 317.43702697753912 15804.419433593752 496.29238891601568 667.89181518554699 -1.4999999999999998 2817.958129882813 6.5000000000000009 23.500000000000004 -6.4999999999999991 -1.4999999999999998 7700.5261230468759 5699.5627441406259 8598.4760742187518 8.5000000000000018 3.5000000000000004 377.56446838378912 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 -4 15 7 -3 10 -9 11 16 -10 14 -11 21 -8 -18 -19 20 -14 -6 -5 25 27 -24 -26 -25 -21 -15 right_child=-2 2 4 22 5 -7 8 9 12 13 -12 -13 19 29 -16 -17 17 18 -20 28 -22 -23 23 24 26 -27 -28 -29 -30 -31 leaf_value=-6.79138966649935e-06 -0.00015192812156793672 0.0021679174158878885 0.012113181765336477 -0.022697065682183458 -0.0015311017245639932 0.0058523172788287874 0.021859417414156656 -0.012292443616226001 -0.0035263582398339603 -0.00083785750789672751 0.015035403551559781 -0.012516385958773914 0.0096171796660571868 -0.018277196722542112 0.026585129993521701 -0.01740399610200017 -0.0035549817426971187 -0.0052708302366979726 0.012878581959258902 0.0011166347341293097 -0.019482808782845522 0.02881846911125405 -0.029041683555114432 -0.0018276530808508606 -0.024506004023648133 0.0064017314063701935 -0.0073268933823798545 -0.02874615492447553 0.0079433463228810539 -0.0049971309634353192 leaf_weight=184006.87518237578 130033.53396780789 2018.8521229028702 437.3237501680851 44.26932555437088 400.61401569843292 673.03438448160887 63.983034253120422 341.85461228340864 742.55402329564095 573.63150355219841 293.66081361472607 107.32449443638325 368.62534323334694 93.205228865146637 33.330454900860786 80.209276720881462 121.17102172970772 60.769161731004715 247.98310181498528 2111.1883939355612 19.091676369309425 12.906764119863508 14.20692493021488 271.03963904082775 111.83681723475456 123.42802082002163 83.690925225615501 17.02742251008749 257.42311932146549 168.00598418712616 leaf_count=810123 559554 8650 1788 180 1630 2735 266 1512 3154 2428 1256 452 1556 398 139 330 507 259 1019 8880 77 53 57 1156 475 501 345 115 1058 706 internal_value=-2.61337e-05 5.82272e-05 0.00126765 0.00059616 0.00473715 0.00197248 0.00129968 -0.000607991 0.00270158 -0.00523941 0.00772522 0.00415468 0.00141671 -0.00246219 0.000668037 -0.00331637 0.00777726 0.00568149 0.00930638 0.00274837 0.00818426 -0.000583834 -0.00746197 -0.0063763 -0.00897178 0.0027432 -0.0171529 -0.00341879 0.00185857 -0.00973572 internal_weight=323933 193899 9892.24 8288.15 1604.09 1166.76 7622.65 3228.88 4393.77 1210.03 894.892 601.231 3498.88 868.173 606.962 493.73 493.906 429.923 308.752 2756.33 387.717 413.521 665.499 621.23 483.595 137.635 195.528 288.067 2368.61 261.211 internal_count=1411359 851805 41682 35146 6536 4748 32317 13833 18484 5183 3759 2503 14725 3671 2567 2013 2051 1785 1278 11571 1633 1683 2829 2649 2091 558 820 1271 9938 1104 is_linear=0 shrinkage=0.03 Tree=624 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 0 0 1 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 split_gain=3.7289 17.2112 20.8949 25.4138 23.8053 21.9362 17.3719 16.5525 13.7161 12.9029 11.2914 11.106 10.7682 23.4928 10.8931 10.523 10.265 30.1139 27.7622 30.1547 31.7555 26.2567 18.1808 17.2616 18.5213 17.0289 15.5445 20.4214 14.2742 13.4373 threshold=1.469500005245209 1.532000005245209 9879.8374023437518 5579.1726074218759 12715.829589843752 3455.044799804688 3673.091186523438 55938.710937500007 -8.4999999999999982 44.500000000000007 58.500000000000007 -16.499999999999996 18421.471679687504 19525.543945312504 16176.651367187502 3673.103149414063 317.43702697753912 3267.230346679688 2983.330444335938 937.66867065429699 1061.0313110351565 3527.054809570313 257.27976989746099 3093.6569824218755 4.5000000000000009 1.5000000000000002 1338.8272094726565 2602.8994140625005 2510.8642578125005 3383.5720214843755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 5 -4 -2 -7 8 11 -9 -10 15 14 -14 -6 -1 22 18 19 -18 -21 25 -12 24 -20 -19 -22 28 -28 -27 right_child=1 -3 4 -5 12 6 -8 9 10 -11 16 -13 13 -15 -16 -17 17 21 23 20 26 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=-0.0046288484650830221 0.00044309737539557193 -9.6566188690453677e-06 0.012591457019506433 -0.0059468366045216901 0.0011727130617658807 0.0099981461850543827 0.0020703580934506426 -0.014034944395102984 -0.00015180549850011621 -0.0028572319904460108 -0.0010542528657657543 0.0038604145980089821 0.02817274321564452 0.0036301541727112685 -0.012166392838289498 0.0082977809283390786 -0.014315267775815262 0.0030607402653976923 -0.028064054804480185 0.035843159016493431 -0.017146505274150164 -0.0024024067322724603 0.012443457110535391 -0.0086617891628974469 0.0098576657676893373 0.0039272032795295642 0.00274303789610325 -0.0086081885259743831 0.022481272482845847 0.029627051491833704 leaf_weight=289.79399514943361 4808.2658777683973 228229.52440046088 287.6710053384304 471.19535917043686 280.27372450381517 416.07897706329823 618.61911727488041 124.2132561057806 83406.880564667284 369.21249614655972 687.53991986811161 1283.3232397437096 37.544488444924355 539.65002536028624 68.580733887851238 70.458037562668324 175.0983384847641 138.36558836698532 106.38864728808403 21.681580305099487 49.647229701280594 747.91111412644386 103.30733256042004 150.72061206400394 13.00882628560066 28.459012061357498 183.28723059594631 131.42892542481422 40.208171620965004 51.344868212938309 leaf_count=1605 20291 997501 1175 1995 1151 1724 2632 558 360272 1566 3001 6700 156 2252 284 431 733 571 433 90 211 3155 423 614 57 115 749 540 163 211 internal_value=-2.53512e-05 3.6896e-05 0.00144827 0.000755317 0.00505326 0.0012958 0.00525833 -0.000191789 -0.000160954 -0.00567107 -0.000212816 0.00255382 0.00271157 0.00522656 -0.0014496 -0.00210066 -0.00214885 -0.00337878 -0.00742236 -0.00383368 0.000471995 0.000268793 0.000708935 -0.0154117 -0.0239323 0.00942599 -0.0014236 0.000775742 0.00629407 0.0204622 internal_weight=323930 235757 7527.88 6314.16 1213.72 5842.96 1034.7 88172.3 87678.9 493.426 86035.3 1643.58 926.049 577.195 348.854 360.252 2628.4 1837.55 871.47 601.351 426.253 966.081 790.847 270.118 119.397 218.169 404.572 354.924 223.495 79.8039 internal_count=1411359 1029161 31660 26642 5018 24647 4356 382198 380074 2124 371338 8736 3843 2408 1435 2036 11066 7642 3590 2486 1753 4052 3424 1104 490 897 1663 1452 912 326 is_linear=0 shrinkage=0.03 Tree=625 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 0 0 3 2 3 2 2 3 3 3 1 1 2 0 1 1 3 1 1 0 0 0 2 1 2 split_gain=3.36334 14.3711 38.4886 28.5154 38.7548 26.1132 18.8455 14.4298 26.8384 50.6765 71.646 41.7485 88.332 45.6921 38.8924 29.2073 27.8605 22.307 20.6837 19.7178 18.8949 18.184 17.5018 17.3423 16.9005 16.0349 14.6239 20.6133 14.4841 14.2823 threshold=6261.4145507812509 6704.7329101562509 20.500000000000004 2.6375000476837163 2.9229999780654912 16.500000000000004 33.500000000000007 2.9229999780654912 11873.722656250002 1.532000005245209 8226.4770507812518 8430.8989257812518 1.1510000228881838 1.247500002384186 1.5979999899864199 -2.4999999999999996 2.5000000000000004 9416.2739257812518 32.500000000000007 12.500000000000002 1.5000000000000002 2.5095000267028813 -1.4999999999999998 -22.499999999999996 73.500000000000014 68.500000000000014 43.500000000000007 7353.4816894531259 1.0000000180025095e-35 8998.0522460937518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 6 -5 -2 -4 8 9 11 14 12 -3 17 -11 -14 21 -13 28 -19 26 -16 -20 -10 -25 -24 27 -17 -12 -15 right_child=1 7 3 4 -6 -7 -8 -9 23 10 18 13 15 29 16 20 -18 19 22 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=5.694123282326171e-05 -0.005313907158248009 0.0040084868107716221 -0.017001529026325998 0.0071484162013976983 -0.0018179436672088314 -0.01983858590902229 -0.0033783571233437235 0.00014866623085219385 0.015753154016672651 -0.011541566051234162 -0.0077179838601428514 0.0033411225624433174 0.0049028054219717974 -0.00045480116621054989 0.0025640184783299563 -0.0071739071082646752 -0.0085476527898498272 -0.0037872352976508067 -0.0001384719013553656 0.011738305904716844 -0.0031610666594508621 0.011250331735612828 -0.0074982556563732983 -1.5251782325716365e-05 -0.006726209634779697 0.0033522450748383484 -0.0082260374179975969 -0.020920014187669162 -0.016496484143496984 0.0066539657376155229 leaf_weight=205294.3416488592 419.45518766809255 921.78191191703081 102.36537022143602 694.12259194999933 1157.0081962123513 151.68714775890112 852.27687571942806 77184.524529683869 62.249336492270231 178.46690134704113 403.48373827338219 717.99940897524357 146.00573590397835 309.3141974657774 685.59902080148458 159.59949634969234 150.06591150164604 1510.9819845929742 443.47721002995968 77.392843350768089 342.20405133068562 317.275763630867 1783.277065500617 26889.720695361495 342.02874858677387 131.62472558021545 570.1060333698988 255.13248151540756 291.27186596393585 1431.7316783070564 leaf_count=888320 1859 3944 421 2893 4773 626 3772 351486 437 747 1663 2992 599 1275 2804 688 667 6324 1815 330 1640 1330 7381 110468 1401 531 2408 1077 1198 5856 internal_value=-1.65531e-05 -0.000143682 -0.00207271 -0.000627692 0.00154419 -0.00917145 -0.00483916 -8.71874e-05 -0.000564729 -0.0018286 -0.00431649 -0.00013536 -0.00327496 0.00172232 0.00149079 -0.00783269 0.0035081 -0.00104712 -0.00684892 -0.00303076 -0.0092339 0.00531208 -0.00550872 -6.33857e-05 -9.95409e-05 -0.00675242 -0.011344 -0.0156302 -0.0113983 0.00539102 internal_weight=323977 118682 3376.92 2805.77 1851.13 571.142 954.642 115305 38120.8 10826.8 4384.54 6442.25 2394.83 4047.42 1331.41 1473.05 1152.94 2306.37 3053.13 1588.37 1327.04 1002.87 2358.38 27294 27231.7 1914.9 984.838 414.732 694.756 1741.05 internal_count=1411725 523405 14344 11859 7666 2485 4193 509061 157575 45269 18136 27133 10356 16777 5548 6412 4801 9646 12588 6654 5813 4134 9727 112306 111869 7912 4173 1765 2861 7131 is_linear=0 shrinkage=0.03 Tree=626 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 0 0 0 0 0 0 1 3 2 3 2 2 3 3 3 1 1 2 0 1 1 2 3 1 1 split_gain=3.16491 13.5251 36.1977 26.8432 36.5014 24.5402 17.6975 13.9305 33.0506 19.5897 16.8743 18.3826 13.5797 25.2721 47.7241 67.4601 39.3099 83.4352 42.9897 36.646 29.0798 26.2376 20.9894 19.4597 18.5481 18.4668 18.8966 17.1703 16.4974 16.4558 threshold=6261.4145507812509 6704.7329101562509 20.500000000000004 2.6375000476837163 2.9229999780654912 16.500000000000004 33.500000000000007 9.5000000000000018 4.5000000000000009 2.5000000000000004 10.500000000000002 -1.4999999999999998 2.9229999780654912 11873.722656250002 1.532000005245209 8226.4770507812518 8430.8989257812518 1.1980000138282778 1.247500002384186 1.5979999899864199 -2.4999999999999996 2.5000000000000004 9416.2739257812518 32.500000000000007 12.500000000000002 1.5000000000000002 7188.3642578125009 2.5095000267028813 -1.4999999999999998 -22.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 6 -5 7 -4 8 9 -2 -9 -12 13 14 16 19 17 -3 22 -16 -19 27 -18 -17 -24 26 -22 -21 -25 -15 right_child=1 12 3 4 -6 -7 -8 10 -10 -11 11 -13 -14 29 15 23 18 20 -20 21 25 -23 24 28 -26 -27 -28 -29 -30 -31 leaf_value=5.5232973922517173e-05 -0.0059201055780611529 0.0025990765399204201 -0.016475970243556265 0.0069411952520443201 -0.0017631676343333716 -0.019230827201570329 -0.0032792323401087059 0.017643694968458103 -0.017964056533715512 0.024643890795931867 -0.029206812525674263 0.00072299465218245347 0.00014420859105934955 0.015409547975648089 -0.011215250065014518 -0.011061928267666431 0.0032402142477100564 0.0046879530318200196 0.0052290822221857545 0.0024867800563471167 -0.0054686560870050591 -0.0083041725455154387 -0.0036744020626318791 -0.00013431598610670406 0.011379673118755084 -0.0033344722651673965 -0.015341282731106123 0.010932454196652624 -0.0065562208645456969 -9.6553263135670529e-05 leaf_weight=205294.43545463693 49.501781808212399 1159.1504197195172 102.46024759858847 693.41036819666624 1157.1616906002164 151.78495725244284 851.70721147209406 42.441363736987114 156.76122179627419 30.503269240260124 21.881937101483345 118.40891449153423 77183.254165942431 61.736135933548212 178.15454231202602 694.41801497340202 718.14656963944435 132.13062046468258 1741.1140411496162 685.68530053645372 248.44245584309101 149.83545465767384 1510.664484731853 443.48357805609703 77.436254188418388 266.71798761934042 586.15441086888313 316.71462351083755 1913.0727902501822 27231.945567935705 leaf_count=888320 269 5025 421 2893 4773 626 3772 177 679 152 96 486 351486 437 747 2861 2992 541 7131 2804 1073 667 6324 1815 330 1252 2465 1330 7912 111869 internal_value=-1.6059e-05 -0.000139387 -0.00201103 -0.000609059 0.00149836 -0.00889405 -0.00469632 -0.00515395 -0.00995667 0.00573293 0.00106894 -0.00394532 -8.45836e-05 -0.00054789 -0.00177472 -0.00419011 -0.000131436 -0.00317991 0.00167067 0.00144718 -0.0086108 0.003405 -0.00101578 -0.00664827 -0.00294036 -0.0102063 -0.0124024 0.00515524 -0.00534767 -6.14797e-05 internal_weight=323969 118674 3376.02 2804.74 1850.57 571.283 954.167 419.498 236.766 80.0051 182.732 140.291 115298 38115 10821.3 4381.36 6439.96 2392.6 4047.36 1330.39 1233.45 1152.24 2306.25 3050.97 1588.1 1101.31 834.597 1002.4 2356.56 27293.7 internal_count=1411725 523405 14344 11859 7666 2485 4193 1859 1100 421 759 582 509061 157575 45269 18136 27133 10356 16777 5548 5331 4801 9646 12588 6654 4790 3538 4134 9727 112306 is_linear=0 shrinkage=0.03 Tree=627 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 0 1 0 0 0 0 3 1 3 2 3 2 2 3 3 3 1 1 2 0 1 0 3 0 1 split_gain=2.97808 12.729 34.0508 25.2691 34.7837 23.3319 16.9211 16.6724 14.5443 28.2143 21.8588 18.9832 14.3142 12.7792 23.7935 44.9366 63.503 37.0087 79.3267 40.4449 34.5295 26.1075 24.7092 19.7498 18.2808 17.4486 16.9865 16.2132 16.0606 15.5479 threshold=6261.4145507812509 6704.7329101562509 20.500000000000004 2.6375000476837163 3.0835000276565556 19.500000000000004 -4.4999999999999991 32.500000000000007 4.5000000000000009 8.5000000000000018 13.500000000000002 28.166500091552738 -8.4999999999999982 2.9229999780654912 11873.722656250002 1.532000005245209 8226.4770507812518 8430.8989257812518 1.1510000228881838 1.247500002384186 1.5979999899864199 -2.4999999999999996 2.5000000000000004 9416.2739257812518 32.500000000000007 12.500000000000002 43.500000000000007 2.5095000267028813 73.500000000000014 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 7 12 8 -6 -4 11 -10 -11 -2 -5 14 15 17 20 18 -3 23 -17 -20 27 -19 -18 -25 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862.88620475679636 129.52456544339657 139.51307457685471 140.12062893807888 69.400344665162265 998.04675805568695 77182.021377765806 26950.987477615476 177.84102657437325 694.43642880022526 718.28587456047535 145.94423265755177 1741.2653796374798 685.76696417480707 502.75010956078768 149.60762712359428 1510.3473836183548 443.48975130915642 77.474078238010406 819.62685564905405 316.1525837033987 342.22311025857925 1911.4215171635151 leaf_count=888320 48 3944 371 149 192 341 3200 3822 566 581 576 373 4125 351486 110905 747 2861 2992 599 7131 2804 2198 667 6324 1815 330 3615 1330 1401 7912 internal_value=-1.55783e-05 -0.000135216 -0.00195122 -0.000590981 0.00145389 -0.00862669 -0.00313643 -0.00455772 -0.00613935 -0.00842476 -0.0030632 0.00557366 0.00514028 -8.20548e-05 -0.000531536 -0.00172225 -0.0040669 -0.000127601 -0.00308706 0.00162053 0.00140485 -0.00741838 0.00330493 -0.00098538 -0.00645231 -0.00285267 -0.00874733 0.00500307 -5.96321e-05 -0.00519094 internal_weight=323962 118667 3375 2803.7 1850.01 571.3 823.982 953.69 488.992 409.158 279.634 79.8338 1026.03 115292 38110.1 10816.8 4378.72 6438.13 2390.75 4047.37 1329.37 1468.32 1151.53 2306.11 3049.35 1587.82 1322.38 1001.92 27293.2 2354.91 internal_count=1411725 523405 14344 11859 7666 2485 3392 4193 2144 1723 1157 421 4274 509061 157575 45269 18136 27133 10356 16777 5548 6412 4801 9646 12588 6654 5813 4134 112306 9727 is_linear=0 shrinkage=0.03 Tree=628 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 0 0 0 0 0 0 3 0 3 2 3 2 2 3 3 3 1 1 2 0 1 1 1 3 3 split_gain=2.80232 11.9805 32.0333 23.7886 32.9973 21.9222 15.6826 13.6857 26.5419 20.5702 18.0001 13.3325 13.2857 12.026 22.4037 42.31 59.7786 34.8496 74.7789 38.0514 32.5355 24.6293 23.2698 18.5835 17.2154 16.7148 16.4149 15.6079 15.4302 15.3093 threshold=6261.4145507812509 6704.7329101562509 20.500000000000004 2.6375000476837163 2.9229999780654912 19.500000000000004 33.500000000000007 4.5000000000000009 8.5000000000000018 13.500000000000002 2.5000000000000004 1.6674999594688418 72.500000000000014 2.9229999780654912 11873.722656250002 1.532000005245209 8226.4770507812518 8430.8989257812518 1.1510000228881838 1.247500002384186 1.5979999899864199 -2.4999999999999996 2.5000000000000004 9416.2739257812518 31.500000000000004 1.5000000000000002 12.500000000000002 -22.499999999999996 2.6375000476837163 2.5095000267028813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 6 12 7 -4 10 -9 -10 -2 -8 -5 14 15 17 20 18 -3 23 -17 -20 29 -19 -18 -23 -25 -16 -29 -22 right_child=1 13 3 4 -6 -7 11 8 9 -11 -12 -13 -14 -15 27 16 24 19 21 -21 22 25 -24 26 -26 -27 -28 28 -30 -31 leaf_value=5.196867002072937e-05 -0.0057396822263921085 0.003691783693821382 -0.015503193354737191 0.0043275289903050946 -0.0016889730705320204 -0.022685755125793343 -0.0043999135077009092 -0.019398673654101705 0.0051826188834459136 -0.011091569298906936 0.02361688480506996 0.0076569783894233322 0.014220542285635187 0.00013569024729859211 0.015071216259224553 -0.01059030529969698 -0.011090072418683775 0.0030475488734367615 0.0044853828937804329 0.0049192488338933435 0.0023392605861705762 -0.010495667228982141 -0.0078374477390753018 -0.0034587172538640258 -0.0052091813372511396 -0.002780347868785523 0.01069724347256024 0.00014428438575549618 -0.0022513628111882167 0.010323542188474217 leaf_weight=205294.61437875312 49.500637498684227 922.79995613545179 102.59672010689974 533.9005528986454 1156.9896993562579 82.365221984684467 757.96117565780878 129.53308562934399 139.50738812983036 140.09679941833019 30.306789889931679 92.631108328700066 158.42340575158596 77180.824917872553 61.233353927731514 177.52700161933899 545.70695333182812 718.41776436567307 145.91083484888077 1741.3908687084913 685.84426938742399 978.83358234167099 149.38259910047054 1510.0311985164881 2501.9885142445564 340.67291886359453 77.506740227341652 24547.80470572412 2684.3439866676927 315.59071032702923 leaf_count=888320 269 3944 421 2229 4773 341 3385 566 581 576 152 387 664 351486 437 747 2250 2992 599 7131 2804 4173 667 6324 10338 1640 330 100975 10894 1330 internal_value=-1.51126e-05 -0.000131171 -0.00189328 -0.000573435 0.00141091 -0.00836767 -0.00442333 -0.00595572 -0.00817244 -0.00297163 0.00540844 -0.0030869 0.00659133 -7.9603e-05 -0.000515675 -0.00167145 -0.00394734 -0.000123901 -0.00299782 0.00157192 0.00136376 -0.00721039 0.00320781 -0.000955894 -0.00626219 -0.00850371 -0.0027676 -5.78421e-05 -9.18608e-05 0.00485542 internal_weight=323954 118660 3373.81 2802.5 1849.31 571.31 953.189 488.945 409.137 279.604 79.8074 850.592 692.324 115286 38105 10811.6 4376.04 6435.56 2388.22 4047.35 1328.34 1465.42 1150.82 2305.96 3047.7 1319.51 1587.54 27293.4 27232.1 1001.43 internal_count=1411725 523405 14344 11859 7666 2485 4193 2144 1723 1157 421 3772 2893 509061 157575 45269 18136 27133 10356 16777 5548 6412 4801 9646 12588 5813 6654 112306 111869 4134 is_linear=0 shrinkage=0.03 Tree=629 num_leaves=31 num_cat=0 split_feature=2 0 2 0 2 0 1 1 0 2 0 2 0 3 1 0 0 2 0 0 2 2 0 1 1 0 0 0 2 0 split_gain=2.6369 11.6156 25.8943 28.8691 21.3707 35.0047 29.6988 24.4652 19.3607 18.7153 37.2064 45.3048 61.2767 34.3223 26.3582 25.4775 24.2898 27.5472 36.7619 19.2806 18.4959 18.4309 67.0674 28.772 29.8659 35.6875 23.407 23.4155 47.8469 22.6948 threshold=6261.4145507812509 26.500000000000004 2680.677124023438 4.5000000000000009 2643.0056152343755 35.500000000000007 -3.4999999999999996 13.500000000000002 7.5000000000000009 3527.054809570313 56.500000000000007 3093.6569824218755 59.500000000000007 1.0619999766349795 -2.4999999999999996 58.500000000000007 62.500000000000007 3383.5720214843755 60.500000000000007 57.500000000000007 4805.4782714843759 1921.9818115234377 39.500000000000007 1.5000000000000002 -5.4999999999999991 47.500000000000007 57.500000000000007 65.500000000000014 2192.347534179688 79.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 21 6 -6 20 -1 10 13 12 19 -7 -11 -13 17 -17 -19 -12 -8 -3 -23 24 25 -24 -26 28 -28 -29 right_child=-2 4 3 -5 5 9 7 -9 -10 14 11 15 -14 -15 -16 16 -18 18 -20 -21 -22 22 23 -25 26 -27 27 29 -30 -31 leaf_value=0.0027568375809741592 -0.00012724573853281255 8.0737252762326595e-05 0.002565604832483772 -0.0018710433554448543 0.0063560665236416887 -0.0093883490128109804 0.00048067433174548281 0.010268567524662851 -9.5442680438149915e-05 -0.0029889741271531206 -0.0049474431401409511 0.0072136223440097454 0.00071775996221500841 0.0025211739195821949 9.0702090748203169e-05 -0.0065237242705598678 0.004022395225451096 0.010554247886291838 -0.006885780281092894 -0.013192050066548635 0.0029932849365783003 -0.0077826527003591979 0.011874758078704627 0.0018022503241133508 -0.0025288589448245833 -0.0012681671706495964 0.024721873870955903 -0.0071152321682350491 0.0021968492436783707 0.0044262975265901066 leaf_weight=2277.6395931523293 118652.00206649082 82081.823908675462 1470.032642140286 12930.964230626822 1266.4826249331236 223.15958675742149 7888.392943456769 281.53587593138218 35910.763298511505 2759.5197046548128 460.27686206996441 573.42203190922737 1071.8512335419655 9044.6498674228787 26719.097480975091 695.55906616151333 799.93100672960281 252.57877035439014 191.0664946436882 573.19602032005787 3960.578670963645 1232.1941249668598 323.81004386395216 3635.0655955001712 7088.48885846138 436.7155683785677 106.29122452437878 337.2761405557394 421.17879928648472 281.15703500807285 leaf_count=11371 523405 350108 11819 54954 6374 954 32116 1165 156157 12141 1874 2350 4430 37838 120501 2845 3344 1042 781 2347 16048 5146 1905 14720 29093 2186 431 1387 1707 1186 internal_value=-1.46603e-05 5.04096e-05 -0.000334121 -0.00141816 0.000182836 0.000644245 0.0019846 0.0015282 7.46735e-05 0.000230154 0.00113823 -0.00106172 -0.00430788 0.0022344 -0.000197589 0.00165831 1.55431e-05 -0.002798 0.00304328 -0.00952016 0.00132053 -9.01376e-05 -0.00110194 -0.000450157 -0.00136041 0.00432771 -0.00188576 0.00209239 0.0067359 -0.00186813 internal_weight=323947 205295 52589.4 14401 152705 56761.3 13397 12130.5 38188.4 43364.3 13885.7 4617.88 2105.32 9267.81 29478.6 2512.56 1939.14 1139.2 443.645 1033.47 11849 95944 13862.2 12630 8994.92 760.526 8234.39 1145.9 527.47 618.433 internal_count=1411725 888320 234301 66773 654019 246150 55703 49329 167528 190447 57805 19013 8651 38792 132642 10362 8012 4668 1823 4221 48164 407869 57761 52615 37895 4091 33804 4711 2138 2573 is_linear=0 shrinkage=0.03 Tree=630 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 0 1 0 2 0 1 2 3 3 2 3 0 2 3 0 0 0 0 2 1 0 0 0 split_gain=3.84215 11.4065 20.6801 15.8214 34.4878 28.0699 28.922 13.2791 19.7064 13.5124 12.3448 13.7505 11.2114 9.94815 25.6917 27.2462 18.3964 19.0407 17.112 15.5139 39.8342 28.2706 27.3425 38.1582 28.2732 25.4904 22.7821 17.1002 23.8272 21.3301 threshold=937.66867065429699 1023.0205383300782 51.500000000000007 45.500000000000007 43.500000000000007 30.500000000000004 25.500000000000004 59.500000000000007 -1.4999999999999998 88.500000000000014 1006.7319946289064 40.500000000000007 48.500000000000007 699.95858764648449 2.5095000267028813 3.653500080108643 767.85998535156261 3.0835000276565556 6.5000000000000009 767.85998535156261 2.0774999856948857 64.500000000000014 41.500000000000007 49.500000000000007 37.500000000000007 844.91958618164074 3.5000000000000004 56.500000000000007 62.500000000000007 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 4 5 6 -2 8 -4 -9 11 -7 13 -1 19 16 -16 -18 -17 20 21 -15 24 -24 26 -26 -21 29 -29 -25 right_child=1 -3 7 -5 -6 10 -8 9 -10 -11 -12 -13 -14 14 15 18 17 -19 -20 22 -22 -23 23 27 25 -27 -28 28 -30 -31 leaf_value=-7.0790062045015953e-05 0.0015883105389305214 2.1922071713712203e-05 -0.0075477028564186859 -0.0047080302938898163 0.011651546322102352 -6.5344477216362174e-05 0.024316629616863216 0.0035933058027883872 0.021448545722568799 0.030650069036030712 -0.014876673284839281 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177.96807470917702 leaf_count=350547 5700 997701 114 2088 1126 1226 229 2115 423 74 454 432 55 3245 1079 431 1202 838 30700 2979 678 79 3467 587 464 354 154 630 1386 746 internal_value=-1.89637e-05 4.67557e-05 0.00183955 0.000616839 0.00168047 0.000194986 0.00249112 0.00667137 0.0153498 0.00450683 -0.00583754 -0.00339303 -0.000181435 -0.00018537 -0.00102328 -7.08003e-05 0.00544148 0.00890712 -0.000641886 -0.00318726 -0.00644761 -0.00367792 -0.00193821 -0.00441703 0.0020665 0.0121612 -0.000593152 0.000131815 -0.00339944 0.00560414 internal_weight=323851 230581 3150.35 2514.14 2095.56 1823.84 1321.03 636.214 127.005 509.209 502.816 395.782 93269.7 93256.3 11218.2 7789.62 731.263 477.801 7058.35 3428.62 949.691 789.298 2478.93 1531.17 947.759 197.635 750.124 796.423 484.061 312.361 internal_count=1411303 1011682 13981 11255 9167 8041 5929 2726 537 2189 2112 1658 399621 399566 49019 34250 3119 2040 31131 14769 4002 3324 10767 6816 3951 818 3133 3349 2016 1333 is_linear=0 shrinkage=0.03 Tree=631 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 0 1 0 2 0 1 2 3 3 2 3 0 2 3 0 0 0 0 2 1 0 0 0 split_gain=3.61532 10.7351 19.4329 14.9038 32.4716 26.413 27.3429 12.4401 18.4914 12.6907 11.6223 12.9274 10.5241 9.36363 24.1956 25.6463 17.325 17.9741 16.1806 14.6047 37.5833 26.8125 25.7565 36.0193 26.6118 24.0007 21.2465 16.0907 22.4537 20.0576 threshold=937.66867065429699 1023.0205383300782 51.500000000000007 45.500000000000007 43.500000000000007 30.500000000000004 25.500000000000004 59.500000000000007 -1.4999999999999998 88.500000000000014 1006.7319946289064 40.500000000000007 48.500000000000007 699.95858764648449 2.5095000267028813 3.653500080108643 767.85998535156261 3.0835000276565556 6.5000000000000009 767.85998535156261 2.0774999856948857 64.500000000000014 41.500000000000007 49.500000000000007 37.500000000000007 844.91958618164074 3.5000000000000004 56.500000000000007 62.500000000000007 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 4 5 6 -2 8 -4 -9 11 -7 13 -1 19 16 -16 -18 -17 20 21 -15 24 -24 26 -26 -21 29 -29 -25 right_child=1 -3 7 -5 -6 10 -8 9 -10 -11 -12 -13 -14 14 15 18 17 -19 -20 22 -22 -23 23 27 25 -27 -28 28 -30 -31 leaf_value=-6.8666725402842554e-05 0.0015409841950053663 2.1264439669349104e-05 -0.0073092361749384641 -0.0045741374801766006 0.011308964223684534 -6.3384428424120888e-05 0.023682397433366045 0.0034844353355089168 0.020753765121595571 0.02968741771792761 -0.014434101465864166 -0.012397975906095681 0.026433246115281115 -0.0027052093535282103 -0.0010588874325848194 0.013715181245402013 0.0038586010699050662 0.015722694567109331 -0.00076653239076411638 -0.0016486442426928483 -0.019510440283877616 -0.038980896710207651 -0.0090879454103279089 -0.0033159848534651871 0.020952790862862385 -0.00014401756947885394 0.023165058527887628 -0.012921775693506067 0.0010410766526823389 0.012038467488007555 leaf_weight=82037.750322766602 1268.2920822054148 227430.7978855765 26.756072625517845 417.91911239922047 271.54909399151802 292.27416640520096 52.265447899699211 492.16577011346817 100.53643809258938 17.217092499136925 107.00670762360096 103.57132861018181 13.375135868787764 770.25535782426596 253.45324449241161 70.134814901277423 284.84161049127579 192.66008584201336 6988.0529099479318 717.94972255825996 160.10609290003777 18.785100281238556 733.10202644020319 134.34136699140072 111.8581049144268 85.727428764104843 32.460247710347176 150.39762538671494 333.49708347022533 178.05057856440544 leaf_count=350547 5700 997701 114 2088 1126 1226 229 2115 423 74 454 432 55 3245 1079 431 1202 838 30700 2979 678 79 3467 587 464 354 154 630 1386 746 internal_value=-1.83964e-05 4.53531e-05 0.00178481 0.000598661 0.00163057 0.00018923 0.0024173 0.00646639 0.0148551 0.00437009 -0.00566199 -0.00329068 -0.000176002 -0.000179819 -0.000992846 -6.86609e-05 0.00528055 0.00864547 -0.000622633 -0.00309369 -0.00625794 -0.00356884 -0.00188139 -0.0042897 0.00200391 0.0117994 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2.5000000000000004 1.0619999766349795 53.500000000000007 1338.8272094726565 1443.1333007812502 47.500000000000007 1.8174999952316286 2.3904999494552617 68.500000000000014 9.5000000000000018 1.5000000000000002 1443.1333007812502 1209.7733154296877 1.3535000085830691 39.500000000000007 5.4584999084472665 1006.7319946289064 1023.0205383300782 1.5000000000000002 1395.3037719726565 20.500000000000004 1061.0313110351565 2.9229999780654912 82.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 6 -6 -4 -8 10 -10 -7 -12 16 14 15 -14 -5 18 -18 -19 -21 26 -23 -24 25 -25 -15 28 -28 -29 right_child=1 -3 3 12 5 8 7 -9 9 -11 11 -13 13 21 -16 -17 17 19 -20 20 -22 22 23 24 -26 -27 27 29 -30 -31 leaf_value=-0.00017073151629544035 -0.0028637083281747243 -9.7481878424200791e-06 -0.0014539139698068358 0.0038871431539737105 -0.015488683530577177 0.015715859127995585 0.01057553634274758 -0.013156158595140837 -0.022565117242629041 0.0070997472120968227 -0.018797148880518335 0.018660845836965582 -0.0042513104258879953 0.007039753863026927 0.0072847631643525859 0.024117617325884778 0.0032484339306908519 0.041603157375027497 -0.0075614845383551984 0.023923378253561469 -0.0089454197586395535 -0.0047169658807444219 0.0058659774400889623 0.00059502403379837413 -0.0055459682486712122 0.0076121893251028276 0.021064708558050049 0.00089681666192539995 0.0045913416088609795 -0.026024594625717552 leaf_weight=93263.849745383486 1079.607259945944 215080.44552049541 1558.8925953358412 2827.0893416255713 45.394939005374908 211.19720500707626 32.553639240562916 218.95157457888126 30.51661291718483 47.965678960084915 36.493627324700356 31.866200670599937 1445.396734431386 615.38976329565048 165.80859181284904 17.747494921088219 248.23748216032982 12.266288906335829 258.63233387470245 18.177592724561691 29.23659847676754 473.22455336153507 682.96428386867046 2704.8063157871366 381.69544367492199 285.38835851848125 89.761191546916962 1667.6217141002417 265.31517672538757 16.608871936798096 leaf_count=399621 4919 943836 6761 11909 203 896 177 1273 130 202 172 137 6040 2717 694 91 1094 51 1129 78 125 2142 3072 12210 1748 1298 389 6983 1132 74 internal_value=-1.78459e-05 4.39927e-05 0.000789767 0.00106331 -0.00118624 0.00539529 -0.00265289 -0.0100844 0.00804312 -0.00443497 0.0115462 -0.00133596 0.00147134 0.000843714 -0.00276799 -0.0039072 0.003101 -0.000821832 -0.00226737 0.0114552 0.00365578 0.0016628 0.000759495 0.00139863 0.000493784 0.00126475 0.00320355 0.00204592 0.00875571 0.000631334 internal_weight=323843 230579 15498.8 14419.2 2213.83 403.434 1810.4 251.505 358.039 78.4823 279.557 68.3598 12205.4 8811.73 1628.95 1463.14 3393.64 566.55 506.87 59.6805 47.4142 7182.78 4528.08 4054.85 3371.89 2990.19 2654.7 2039.31 355.076 1684.23 internal_count=1411303 1011682 67846 62927 9951 1740 8211 1450 1537 332 1205 309 52976 38590 6825 6131 14386 2477 2223 254 203 31765 20470 18328 15256 13508 11295 8578 1521 7057 is_linear=0 shrinkage=0.03 Tree=633 num_leaves=31 num_cat=0 split_feature=2 1 2 0 3 2 3 1 3 0 2 2 0 3 3 0 1 0 1 1 0 2 0 2 0 1 2 1 0 0 split_gain=3.2008 9.88309 9.66462 16.1959 13.8439 22.3647 23.3635 16.9989 16.7961 16.3784 17.2246 15.6778 25.0387 13.0603 27.259 19.5002 14.6364 10.973 10.9502 10.8582 11.4325 27.3085 17.8663 12.9019 21.9348 18.2362 19.4543 13.413 14.3503 11.1563 threshold=937.66867065429699 48.500000000000007 1526.1497802734377 9.5000000000000018 1.247500002384186 1248.5628051757815 1.0205000042915346 2.5000000000000004 1.0619999766349795 53.500000000000007 1338.8272094726565 1443.1333007812502 47.500000000000007 1.8174999952316286 2.3904999494552617 68.500000000000014 9.5000000000000018 46.500000000000007 1.5000000000000002 -3.4999999999999996 41.500000000000007 1061.0313110351565 40.500000000000007 1099.1130981445315 43.500000000000007 1.0000000180025095e-35 971.01849365234386 1.0000000180025095e-35 42.500000000000007 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 7 -7 -5 -9 11 -11 -8 17 18 15 16 -15 -13 19 -6 21 22 -21 24 25 26 -22 29 -29 -25 right_child=2 -3 -4 4 13 6 9 8 -10 10 -12 12 -14 14 -16 -17 -18 -19 -20 20 23 -23 -24 27 -26 -27 -28 28 -30 -31 leaf_value=-0.00016931318021909462 -0.0027776100997586989 0.025596267390427214 -9.4557463356188643e-06 -0.0014105565447143453 -0.0035258844408397314 -0.015062320117404214 0.015249510284062857 0.010211183315956123 -0.012848824109950883 -0.021980485178978691 0.0068847290611962113 0.0034782028243851011 0.018108600442184937 -0.0041246678327255711 0.0016135030858869311 0.0070628294275896248 0.023142075111877002 -0.030815320019793441 -0.00079769096521597755 0.0011799784823873943 -0.030062065890258054 0.0084938082850512988 -0.02223336702592554 -0.0011121355565236659 0.011159634336669938 -0.014911070236997163 0.0074689141250631674 0.0192803658931846 0.0027299110560065113 -0.023661281337682111 leaf_weight=93249.592359673232 1079.6789481677115 13.400394737720488 215080.55520237156 1558.6097150146961 172.27047803997993 45.281261816620827 211.12722392380238 32.701457180082798 217.48558315634727 30.390365824103355 47.979574412107468 13.198581635951994 31.853055149316788 1445.0872242152691 7180.2336030453444 165.88698117434978 17.937783047556877 23.084730431437492 566.39192540943623 101.25551101565361 13.575179681181906 934.68254095315933 41.295360639691353 666.81270889937878 333.63044635951519 61.419658631086349 147.37387163937092 56.863795801997185 276.01731799542904 20.34963558614254 leaf_count=399566 4919 55 943836 6761 808 203 896 177 1273 130 202 57 137 6040 31765 694 91 115 2477 418 57 3932 171 2830 1382 247 624 228 1130 82 internal_value=-1.73124e-05 -0.000165611 4.2672e-05 0.000766357 0.00103184 -0.00115195 0.00523991 -0.00257576 -0.0098347 0.00781044 -0.00430865 0.0112114 -0.00130095 0.0014277 0.000818646 -0.00268508 -0.00379036 -0.0183406 0.00300946 0.00377262 0.00424649 0.00662842 -0.0056026 0.00261843 0.00629495 -0.00100377 0.00430338 0.000614457 0.00555711 -0.00177991 internal_weight=323836 93263 230573 15492.5 14412.8 2211.71 402.915 1808.8 250.187 357.634 78.3699 279.264 68.1364 12201.1 8809.15 1628.91 1463.03 36.2833 3391.94 2825.55 2653.28 1077.23 142.551 1576.04 555.999 222.369 160.949 1020.04 332.881 687.162 internal_count=1411303 399621 1011682 67846 62927 9951 1740 8211 1450 1537 332 1205 309 52976 38590 6825 6131 172 14386 11909 11101 4521 589 6580 2310 928 681 4270 1358 2912 is_linear=0 shrinkage=0.03 Tree=634 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 0 1 0 2 0 1 0 1 0 0 2 2 3 3 2 3 0 2 3 0 0 0 0 split_gain=3.01164 9.56231 17.6307 13.1926 30.4074 23.0568 25.1707 11.6604 17.3767 11.9534 11.0304 12.0717 9.28453 9.221 9.77221 9.17063 11.8958 16.4855 8.81348 22.7882 24.1406 16.3162 16.9678 15.2967 13.7497 35.4676 25.4483 24.2639 34.0447 25.0508 threshold=937.66867065429699 1023.0205383300782 51.500000000000007 45.500000000000007 43.500000000000007 30.500000000000004 25.500000000000004 59.500000000000007 -1.4999999999999998 88.500000000000014 1006.7319946289064 40.500000000000007 48.500000000000007 23.500000000000004 1.5000000000000002 66.500000000000014 82.500000000000014 1006.7319946289064 699.95858764648449 2.5095000267028813 3.653500080108643 767.85998535156261 3.0835000276565556 6.5000000000000009 767.85998535156261 2.0774999856948857 64.500000000000014 41.500000000000007 48.500000000000007 37.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 4 5 6 13 8 -4 15 11 -7 18 -2 -15 -9 -17 -18 -1 24 21 -21 -23 -22 25 26 -20 29 -29 -26 right_child=1 -3 7 -5 -6 10 -8 9 -10 -11 -12 -13 -14 14 -16 16 17 -19 19 20 23 22 -24 -25 27 -27 -28 28 -30 -31 leaf_value=-5.640687907584932e-05 0.0019380700870531792 1.8667623776986972e-05 -0.007219551800717797 -0.0043240413228031946 0.010899311036883857 9.1341924234911428e-05 0.022696904864816191 -0.010109740159238418 0.019971637612071453 0.028665165165485715 -0.013887596485223329 -0.011825583277122582 0.024789863872962132 -0.016345835282752449 0.014199539801745341 0.01055765600367122 -0.0073975636528219148 0.0073947966016691567 -0.0026143603023938648 -0.0010169671760817231 0.013382802564634241 0.0037530528179915094 0.015285695427290774 -0.00073330423119191343 -0.00054776593673645964 -0.018952308822477101 -0.038080439389536772 -0.0091960242371213682 -0.00017614049009442159 0.011459754357499522 leaf_weight=82035.71185484156 1208.3444202840328 227422.64967293234 26.779905766248703 416.44236066937447 270.96625995635986 292.19453336298466 51.861093938350677 42.263663306832314 100.6533927321434 17.240403339266777 106.93733887374401 103.63874265551567 13.420886635780333 47.04010334610939 11.788702383637427 177.23725762963295 125.79679375886917 147.08917908370495 770.10808689892292 253.44165296852589 69.779191751033068 284.84098780155182 192.35607327520847 6988.3411748856306 750.67102991044521 159.79510568082333 18.649454191327095 674.00314819067717 853.5277292355895 197.51621867716312 leaf_count=350547 5449 997701 114 2088 1126 1226 229 176 423 74 454 432 55 199 52 735 561 643 3245 1079 431 1202 838 30700 3133 678 79 3170 3646 818 internal_value=-1.6794e-05 4.13916e-05 0.00168395 0.000552387 0.00152275 0.000128129 0.00221179 0.00614088 0.0142575 0.00411132 -0.00533842 -0.0030288 -0.000160644 0.0013734 -0.0102248 0.00325159 0.00450613 0.000575716 -0.000164235 -0.00095312 -5.6384e-05 0.00513466 0.00840181 -0.000593747 -0.00299281 -0.00606398 -0.00345292 -0.00181612 -0.00415605 0.00195351 internal_weight=323831 230569 3146.27 2509.21 2092.77 1821.8 1319.03 637.061 127.433 509.627 502.771 395.833 93262.2 1267.17 58.8288 492.387 450.123 272.886 93248.7 11213 7788.76 730.639 477.197 7058.12 3424.27 948.553 788.758 2475.72 1527.53 948.187 internal_count=1411303 1011682 13981 11255 9167 8041 5929 2726 537 2189 2112 1658 399621 5700 251 2115 1939 1204 399566 49019 34250 3119 2040 31131 14769 4002 3324 10767 6816 3951 is_linear=0 shrinkage=0.03 Tree=635 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 1 0 2 0 2 2 1 0 2 2 2 1 0 0 0 1 2 0 2 2 2 1 0 0 1 split_gain=2.92579 7.70453 13.445 24.8077 10.0783 12.8512 9.99263 17.2192 16.4136 29.1914 20.1872 19.0351 16.8873 16.6778 25.6742 14.6366 16.9719 13.9029 12.9677 13.8905 11.0443 10.8875 36.9384 20.1417 20.9004 16.2465 12.0939 9.88671 12.6344 9.83437 threshold=431.66661071777349 7.0125000476837167 3.653500080108643 325.14366149902349 4.4095001220703134 -2.4999999999999996 44.500000000000007 186.24382019042972 38.500000000000007 342.01971435546881 202.10085296630862 -3.4999999999999996 25.500000000000004 377.56446838378912 228.54534149169925 234.47260284423831 1.0000000180025095e-35 31.500000000000004 25.500000000000004 33.500000000000007 -10.499999999999998 333.79756164550787 42.500000000000007 325.14366149902349 282.07974243164068 263.64595031738287 -1.4999999999999998 23.500000000000004 25.500000000000004 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 -6 7 27 10 15 18 17 13 14 -13 -10 20 -12 -9 -20 -17 23 -23 24 25 -22 -26 -1 -29 -3 right_child=-2 29 3 4 5 -7 -8 8 9 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.014612575910600365 4.9892526879042786e-06 0.0089106465968297899 -3.7637805234605427e-05 0.013890304706660195 0.023817728651715563 0.0037792466748706008 0.00012429939405224176 0.0023785775613953037 -0.0024905979930935963 -0.0089800339269599811 -0.00070936142431303971 -0.006201883922038254 -6.500343964715439e-05 -0.0050042466608371606 0.010390084041146911 0.01809738085431704 0.0044419119380939114 -0.0073137539558310611 0.039300302023898455 0.01090541076642413 -0.00083140052734646905 0.045880410937502045 -0.008291168366989482 -0.021253100441321744 0.023242425886669135 -0.011020499403163556 0.0027999079425095321 0.0068078270813115927 0.00066433055183883318 -0.0068390048200785659 leaf_weight=36.443724721670151 264248.33042222133 40.845790840685368 1450.9932391196489 147.71566803753376 30.653208240866661 477.55562378466129 27402.162798751146 145.62048728764057 4793.623314127326 532.8668819218874 520.78721266239882 159.20637705922127 15057.688241183758 1208.1046176403761 177.53092303872108 24.224764063954353 674.09287844598293 638.6743421703577 19.296981617808342 78.909687906503677 430.9987486153841 17.733738452196121 31.365464448928833 52.448844686150551 39.090361252427101 209.20656901597977 78.052098602056503 322.65385404229164 4547.499278396368 282.23494255542755 leaf_count=169 1155996 258 6662 629 193 2232 117783 633 20613 2273 2309 693 63090 5085 747 122 2960 2736 81 333 1756 72 126 211 167 846 317 1413 19486 1394 internal_value=-3.78432e-05 -0.000227659 -0.00020249 0.00215105 0.00699273 0.00498789 -0.000289183 -0.000669445 -0.00098965 -0.00223563 -0.000513307 -0.000630999 -0.000371466 -0.00335858 0.00254555 -0.00166974 0.000857134 -0.00434731 0.00806017 0.0164848 -0.00187916 -0.00244258 0.0112746 -0.00327428 -0.00202919 -0.004161 0.00962156 0.000954853 0.00107135 -0.00484784 internal_weight=323877 59628.3 59305.2 2106.92 655.925 508.209 57198.3 29796.1 24889.5 6883.7 18005.8 17762 16602.5 1544.84 336.737 6350.84 1557.21 1159.46 243.827 98.2067 883.121 858.896 49.0992 809.797 757.348 640.205 117.142 4906.6 4870.15 323.081 internal_count=1411385 255389 253737 9716 3054 2425 244021 126238 105170 29463 75707 74660 69615 6525 1440 27190 6577 5045 1047 414 3617 3495 198 3297 3086 2602 484 21068 20899 1652 is_linear=0 shrinkage=0.03 Tree=636 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 1 0 2 0 2 2 1 0 2 2 2 1 0 0 0 1 2 0 2 2 2 1 2 1 0 split_gain=2.75283 7.2602 12.6539 23.3701 9.4509 12.3476 9.40218 16.2017 15.4488 27.5038 18.9845 17.885 15.8954 15.6988 24.1547 13.7774 15.9536 13.042 12.1763 12.9937 10.4607 10.2563 34.96 18.9206 19.6878 15.2749 11.484 9.388 10.2758 11.7465 threshold=431.66661071777349 7.0125000476837167 3.653500080108643 325.14366149902349 4.4095001220703134 -2.4999999999999996 44.500000000000007 186.24382019042972 38.500000000000007 342.01971435546881 202.10085296630862 -3.4999999999999996 25.500000000000004 377.56446838378912 228.54534149169925 234.47260284423831 1.0000000180025095e-35 31.500000000000004 25.500000000000004 33.500000000000007 -10.499999999999998 333.79756164550787 42.500000000000007 325.14366149902349 282.07974243164068 263.64595031738287 -1.4999999999999998 396.72427368164068 13.500000000000002 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 -6 7 -1 10 15 18 17 13 14 -13 -10 20 -12 -9 -20 -17 23 -23 24 25 -22 -26 -8 29 -29 right_child=-2 -3 3 4 5 -7 27 8 9 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 21 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.00092622467995642234 4.8395676418729005e-06 -0.0047089485951585137 -3.6508682044038106e-05 0.013465086031063217 0.023443271961157013 0.0036677140169002155 2.3929855464428934e-05 0.0023070321441384695 -0.0024164339930016067 -0.0087186203570677953 -0.00068793212176805336 -0.0060186416561827383 -6.3053755312358117e-05 -0.0048560429374291253 0.010075881582506727 0.017699488114717995 0.00430394544670835 -0.0070816548513506442 0.037996788085867712 0.010571027261165497 -0.00080639723338666409 0.044749198396425431 -0.0080386404786951266 -0.020589983875012863 0.022675950924282984 -0.010684286764064235 0.0027166989836110737 -0.012747753976792764 0.02912581750017032 0.0037214001371829769 leaf_weight=4906.50078381598 264248.27794262709 322.63104873895645 1450.9950962588191 147.80756784230471 30.215220458805561 477.31917396187782 26596.898345977068 145.63219217956066 4792.5411851853132 532.38607290387154 520.89785767346621 159.13308756053448 15057.613424554467 1207.6332863718271 177.57427702844143 24.02926304936409 674.81910854578018 639.80101113021374 19.359213575720787 78.96276181936264 431.03130887448788 17.637995138764381 31.380034476518631 52.512842863798141 38.868276223540306 209.31447777152061 78.029794082045555 41.111036360263824 13.642953515052794 750.83032070100307 leaf_count=21068 1155996 1652 6662 629 193 2232 114371 633 20613 2273 2309 693 63090 5085 747 122 2960 2736 81 333 1756 72 126 211 167 846 317 174 73 3165 internal_value=-3.67072e-05 -0.000220829 -0.000196413 0.00208717 0.00678921 0.00484502 -0.000280506 -0.000649368 -0.000959971 -0.00216891 -0.000497885 -0.000612042 -0.000360337 -0.00325891 0.00246936 -0.0016198 0.000831321 -0.00421228 0.00781411 0.0159711 -0.00182317 -0.00236943 0.0109558 -0.00317606 -0.00196845 -0.00403525 0.00935309 0.000120569 0.00331117 0.00286646 internal_weight=323875 59627.1 59304.5 2106.34 655.342 507.534 57198.1 29795.7 24889.2 6882.55 18006.6 17762.7 16602 1544.34 336.707 6350.16 1557.62 1160.7 243.954 98.322 882.804 858.775 49.018 809.757 757.244 640.346 116.898 27402.5 805.584 791.941 internal_count=1411385 255389 253737 9716 3054 2425 244021 126238 105170 29463 75707 74660 69615 6525 1440 27190 6577 5045 1047 414 3617 3495 198 3297 3086 2602 484 117783 3412 3339 is_linear=0 shrinkage=0.03 Tree=637 num_leaves=31 num_cat=0 split_feature=2 3 3 2 1 2 2 3 3 1 0 2 0 2 2 2 1 0 2 2 0 1 0 0 0 0 2 1 0 2 split_gain=2.5901 6.83249 11.9094 22.0159 9.26953 15.4864 9.03033 18.7752 8.86479 11.8618 8.8465 15.2443 14.5409 26.065 19.4304 17.855 16.8054 14.9619 14.7771 22.7261 12.236 12.1377 11.4374 12.1726 9.31772 11.8949 8.82815 9.52265 11.0578 8.7475 threshold=431.66661071777349 7.0125000476837167 3.653500080108643 325.14366149902349 -1.4999999999999998 317.43702697753912 325.14366149902349 7.7119998931884775 4.4095001220703134 -2.4999999999999996 44.500000000000007 186.24382019042972 38.500000000000007 325.14366149902349 294.42443847656256 202.10085296630862 -3.4999999999999996 25.500000000000004 377.56446838378912 228.54534149169925 31.500000000000004 17.500000000000004 25.500000000000004 33.500000000000007 23.500000000000004 25.500000000000004 396.72427368164068 13.500000000000002 46.500000000000007 151.73783874511722 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 10 -4 5 -3 7 -6 -5 -10 11 24 15 14 -14 22 20 18 19 -18 -17 -15 -13 -24 -1 -26 -12 28 -28 -9 right_child=-2 4 3 8 6 -7 -8 29 9 -11 26 12 13 21 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.014228337816610346 4.6943974766575958e-06 -0.02023316689956127 -3.5413546950768871e-05 0.013054151133500599 -0.027748541355434482 0.020585107471373529 -0.010389812182443454 -0.0067684823346781707 0.023073456867059958 0.0035594346043593262 2.321198542736513e-05 0.002237648670737568 -0.0017689436117928605 -0.0081826119217944578 0.0084815284215555824 -0.00066715476660058129 -0.0058408160020458899 -6.1162333110684647e-05 -0.004712223551003549 0.0097716922241331602 -0.006857475327718774 0.019958547818244167 0.03676484339419285 0.010247623122350641 0.0065787965228776262 0.00061657977673543077 -0.01237819008406601 0.027909574667746032 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threshold=431.66661071777349 7.0125000476837167 3.653500080108643 325.14366149902349 -1.4999999999999998 317.43702697753912 325.14366149902349 7.7119998931884775 44.500000000000007 186.24382019042972 38.500000000000007 342.01971435546881 202.10085296630862 -3.4999999999999996 25.500000000000004 377.56446838378912 228.54534149169925 234.47260284423831 1.0000000180025095e-35 31.500000000000004 25.500000000000004 33.500000000000007 -10.499999999999998 333.79756164550787 42.500000000000007 325.14366149902349 282.07974243164068 263.64595031738287 -1.4999999999999998 42.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 5 -3 7 -6 9 -1 12 17 20 19 15 16 -15 29 22 -14 -11 -22 -19 25 -25 26 27 -24 -28 -12 right_child=-2 4 3 -5 6 -7 -8 -9 -10 10 11 -13 13 14 -16 -17 -18 18 -20 -21 21 -23 23 24 -26 -27 28 -29 -30 -31 leaf_value=0.00087148034586680611 4.5535584359062465e-06 -0.019395929840572593 -3.4351080876846876e-05 0.0063998127824762127 -0.027265466899381103 0.020210602879463194 -0.010088914691926326 0.0067852338055239304 0.00011343321044691647 0.0021703610838807643 -0.001766342822260048 -0.0082396625042454562 -0.00064700916840889906 -0.0056682431095170984 -5.9327854540507369e-05 -0.004572655368005738 0.0094771423251252644 0.017348712946658705 0.0042010909671940508 -0.0066409009796955191 0.035597850251324524 0.0099347664965660221 -0.0007289586500211151 0.043875882498399625 -0.007545689346456495 -0.019700710846355229 0.021966522016570976 -0.010305319398653659 0.0024487513842770189 -0.0054968687448714243 leaf_weight=4906.5206416025758 264248.17724256031 11.896007128059862 1450.9986537322402 654.17430865764618 16.751340806484222 28.645222786813974 184.72110371291637 79.983519174158573 27403.341573614627 145.65368209779263 4115.935446895659 531.59459500014782 521.10896300524473 158.98644594848156 15057.470400154591 1206.6959402412176 177.63429357111454 23.854881748557091 675.35050727427006 641.90973506867886 19.441262915730476 79.052851736545563 431.13125383853912 17.54916313290596 31.405453622341156 52.580827504396439 38.570508226752281 209.42156517505646 77.953659668564796 674.75937805324793 leaf_count=21068 1155996 78 6662 3054 91 180 859 444 117783 633 17646 2273 2309 693 63090 5085 747 122 2960 2736 81 333 1756 72 126 211 167 846 317 2967 internal_value=-3.45377e-05 -0.000207783 -0.000184807 0.00196504 -0.00443935 0.00858886 -0.00631595 0.000888757 -0.000263932 -0.000611012 -0.000903275 -0.00204146 -0.000468421 -0.000575826 -0.000339071 -0.0030684 0.00232396 -0.00152245 0.000843427 -0.00395524 0.00734621 0.0150003 -0.00172619 -0.00225615 0.0108878 -0.00305087 -0.0018945 -0.00385984 0.0089093 -0.00229178 internal_weight=323873 59625.1 59303.1 2105.17 321.997 40.5412 281.456 96.7349 57197.9 29794.6 24888.1 6880.11 18008 17763.8 16600.8 1543.32 336.621 6348.51 1557.82 1163.02 244.148 98.4941 882.467 858.612 48.9546 809.658 757.077 640.553 116.524 4790.69 internal_count=1411385 255389 253737 9716 1652 258 1394 535 244021 126238 105170 29463 75707 74660 69615 6525 1440 27190 6577 5045 1047 414 3617 3495 198 3297 3086 2602 484 20613 is_linear=0 shrinkage=0.03 Tree=639 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 1 1 2 0 2 3 2 1 2 3 3 1 0 2 3 0 0 0 1 2 3 3 0 2 0 split_gain=2.29306 6.07163 10.5485 19.5344 8.30175 11.453 8.25356 13.8632 8.02928 8.00385 16.958 8.21435 9.53641 7.90478 49.1196 26.1734 26.5518 23.8668 18.8542 19.8456 12.4179 12.2726 19.5458 10.5356 18.0529 35.2119 22.1082 15.8855 23.8953 11.9373 threshold=431.66661071777349 7.0125000476837167 3.653500080108643 325.14366149902349 4.4095001220703134 -2.4999999999999996 -1.4999999999999998 317.43702697753912 9.5000000000000018 325.14366149902349 7.7119998931884775 151.73783874511722 1.0000000180025095e-35 317.43702697753912 1.469500005245209 2.3904999494552617 1.0000000180025095e-35 55.500000000000007 417.75494384765631 1.1980000138282778 31.500000000000004 39.500000000000007 66.500000000000014 1.0000000180025095e-35 417.75494384765631 2.6375000476837163 2.5095000267028813 75.500000000000014 325.14366149902349 73.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 -4 -5 -6 7 -3 -9 10 -8 -12 -13 -1 17 16 20 18 -15 -20 -16 -22 -23 24 26 -26 -17 28 -28 -30 right_child=-2 6 3 4 5 -7 9 8 -10 -11 11 12 -14 14 15 23 -18 -19 19 -21 21 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=-6.7769218592068852e-05 4.4169476448270655e-06 -0.018604610594869782 -3.3320378351500174e-05 0.012462520701309123 0.022606456646125941 0.003265224987974527 -0.026792186753550704 -0.003527955831912984 0.030764714668050874 -0.0097967420302433831 -0.0067689654289779643 -0.011390307681573991 0.020039450435683528 -0.0095080303633478594 0.0022311099469830092 -0.0055445020720656475 0.0036077617303705996 0.005997683515511467 0.023280437097575716 -0.0097304840904047785 -0.0046787251581227986 0.0049730172445316273 -0.0039631768522613358 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0.00837703 0.0198412 -0.0061344 0.00086246 0.0065764 0.013497 -0.000256014 -0.000916756 -0.00033687 0.0013046 -0.00692787 -0.00841722 0.0071308 -0.000779226 -0.00219948 0.000308913 -0.00157757 -0.000486863 -0.00655137 0.000255974 0.00132358 0.00151771 0.00121217 internal_weight=323872 59623.7 59302.3 2104.67 653.674 505.695 321.448 40.3362 28.3083 281.112 96.5858 80.0467 52.7117 57197.6 12682.4 11566.5 4979.1 1115.81 1000.53 65.5924 2614.03 1776.08 882.85 6587.44 3606.63 393.566 3213.07 2713.61 2694.34 2663.19 internal_count=1411385 255389 253737 9716 3054 2425 1652 258 180 1394 535 444 241 244021 53550 48668 20927 4882 4398 277 10651 7216 3581 27741 14701 1602 13099 11077 10998 10869 is_linear=0 shrinkage=0.03 Tree=640 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 1 2 2 2 1 1 1 2 2 0 2 0 0 0 2 1 1 0 2 2 2 2 0 split_gain=2.33583 19.121 43.9539 29.2247 23.5446 24.5038 27.3334 23.3597 31.8686 21.4822 26.9503 18.8923 18.7306 18.2267 18.126 18.0448 32.5165 21.5497 45.1236 24.6003 20.2996 18.733 17.6625 17.3915 17.3881 26.7829 20.7582 17.2756 17.5133 15.65 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 5.5000000000000009 679.17321777343761 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5699.5627441406259 922.17691040039074 937.66867065429699 1.0000000180025095e-35 3.5000000000000004 -4.4999999999999991 202.10085296630862 11333.392578125002 19.500000000000004 9644.7543945312518 16.500000000000004 10.500000000000002 7.5000000000000009 7510.0949707031259 1.0000000180025095e-35 2.5000000000000004 7.5000000000000009 1707.8798828125002 1591.3311157226565 8055.6518554687509 7700.5261230468759 21.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 11 6 24 -4 -9 -8 -11 14 -13 -5 -1 16 17 19 -19 20 27 -22 -7 -23 -6 26 -26 28 -3 -24 right_child=-2 15 3 13 5 22 9 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 23 29 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0070963834748195139 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52938.88633221481 4201.3300531506538 2066.4851540029049 1631.1359245553613 3262.2411866262555 63.886848226189613 269.83984712511301 3181.7461871057749 19.019635796546936 3692.5173455774784 653.1251255273819 289.94870114326477 386.33202915638685 94.837558127939701 899.00463841855526 leaf_count=1595 877237 1126 10973 4217 6506 20323 3315 3712 782 1100 17489 29808 3513 55724 36015 248459 17468 9002 6805 13519 267 1167 13311 80 17359 2941 1374 1861 434 3749 internal_value=9.12444e-06 -9.75493e-05 -0.000523836 -0.00180872 6.29956e-05 0.000764758 -0.000184053 0.00136221 0.00463619 -0.00179604 -0.000970689 -0.000775418 -0.00186593 -0.002313 0.000174731 0.000245629 0.0012842 0.000165277 0.00184745 -0.00127065 0.00267782 0.00856936 0.00195031 0.00531806 0.0012173 0.000386874 0.00131034 -0.000221682 -0.00525789 0.00338958 internal_weight=323829 117634 52464.1 16448.9 36015.3 19605.4 10890 2256.96 1049.4 5064.38 4297.54 16409.9 7640.59 14191.9 8769.31 65169.6 12230.7 8029.36 3697.62 4331.74 1069.5 352.746 8715.37 288.859 5825.61 4635.59 3982.47 716.749 330.417 4080.75 internal_count=1411231 533994 233806 75408 158398 87467 50084 15467 4494 21904 18589 70931 33321 59941 37610 300188 51729 34261 15807 18454 4935 1514 37383 1247 28180 21674 18733 3421 1560 17060 is_linear=0 shrinkage=0.03 Tree=641 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 1 2 2 2 1 1 1 2 2 0 1 0 2 2 2 2 0 0 1 2 0 0 0 split_gain=2.19788 17.9934 41.3505 27.5005 22.1585 23.0454 25.7339 21.9586 29.9602 20.2631 25.3232 17.786 17.6287 17.1485 17.0975 16.9838 30.6821 16.5944 16.4115 25.1707 19.6187 16.3322 15.3617 40.7937 36.8506 20.1261 17.9234 31.3419 15.7901 17.3163 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 5.5000000000000009 679.17321777343761 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5699.5627441406259 922.17691040039074 937.66867065429699 1.0000000180025095e-35 3.5000000000000004 -4.4999999999999991 202.10085296630862 11333.392578125002 17.500000000000004 1.0000000180025095e-35 7.5000000000000009 1707.8798828125002 1591.3311157226565 7353.4816894531259 814.81753540039074 21.500000000000004 23.500000000000004 13.500000000000002 2243.352905273438 22.500000000000004 20.500000000000004 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 11 6 18 -4 -9 -8 -11 14 -13 -5 -1 16 21 -7 -6 20 -20 -3 24 25 28 -24 -25 -28 -19 -30 right_child=-2 15 3 13 5 17 9 8 -10 10 -12 12 -14 -15 -16 -17 -18 22 19 -21 -22 -23 23 26 -26 -27 27 -29 29 -31 leaf_value=0.0069002953667120365 6.7882074100537079e-05 0.0096841088434665608 -0.0014374011703273525 0.0018926707339233667 0.0043284613626122124 0.00066267747086087999 -0.0062397067000054176 0.006752773155496718 -0.006867534715408883 0.0081307943994115353 -0.001526548140112048 -0.0022757737384023658 0.0026566769332327807 -0.0025066300671823783 -9.1210409570741786e-05 5.5123820430260523e-06 0.0025937028263093272 0.0012995860300527055 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6434 2799 140 78 119 378 323 159 internal_value=8.85111e-06 -9.46307e-05 -0.000508194 -0.00175434 6.11178e-05 0.000741981 -0.000178614 0.00132021 0.004493 -0.00174307 -0.000941855 -0.000752342 -0.00181076 -0.00224371 0.00016951 0.000238274 0.001246 0.00189141 0.00118158 0.000375392 0.00127171 -0.000429665 0.00328577 0.00485402 0.00112678 0.00764936 -0.000698916 -0.0114187 0.000515225 -0.0102346 internal_weight=323819 117624 52457 16450 36007 19601 10883.9 2258.78 1050.32 5061.87 4296.34 16406 7637.28 14191.3 8768.69 65166.6 12227.7 8717.1 5822.03 4634.69 3980.45 5450.66 4083.34 2365.26 1718.08 1573.27 791.985 119.241 1685.42 114.614 internal_count=1411231 533994 233806 75408 158398 87467 50084 15467 4494 21904 18589 70931 33321 59941 37610 300188 51729 37383 28180 21674 18733 23552 17060 9808 7252 6512 3296 497 7112 482 is_linear=0 shrinkage=0.03 Tree=642 num_leaves=31 num_cat=0 split_feature=2 3 0 0 0 2 2 2 1 1 2 2 1 1 2 1 1 1 2 1 1 2 1 1 1 1 0 2 0 1 split_gain=2.14067 11.192 14.0368 30.8063 18.6591 44.2258 29.5574 24.0322 14.6882 14.406 16.5155 16.2291 18.2049 19.0845 13.6288 17.1611 25.6451 13.1368 12.7632 12.3448 19.4233 16.2278 11.9631 13.6494 11.445 10.9454 21.6082 25.1238 10.8541 13.8792 threshold=16176.651367187502 5.4584999084472665 37.500000000000007 31.500000000000004 27.500000000000004 21398.625000000004 30553.010742187504 20724.130859375004 1.5000000000000002 -7.4999999999999991 64691.324218750007 28492.581054687504 1.5000000000000002 1.0000000180025095e-35 42366.021484375007 21.500000000000004 8.5000000000000018 -14.499999999999998 32790.857421875007 16.500000000000004 5.5000000000000009 43957.078125000007 -23.499999999999996 1.0000000180025095e-35 -5.4999999999999991 1.0000000180025095e-35 24.500000000000004 61082.773437500007 19.500000000000004 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 8 -7 22 -6 10 18 12 13 -11 15 16 24 -4 -9 20 25 -21 -2 -24 -5 28 -27 -28 29 -13 right_child=1 -3 17 14 5 6 -8 9 -10 11 -12 19 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=4.9418591316668177e-05 -0.034173656676769845 0.00021939765506859992 0.011589962847923921 0.0038178771037094624 0.0064723039849538654 -0.0047009459600150846 0.0021175983646795678 -0.0029559831696363225 0.018447528269338889 0.0037319460715703931 0.0041229888165239519 0.0026493010947078767 0.0089284996976563401 -0.0040714968522877664 -0.00059761049568635572 0.010645617133365884 -0.01847858616219096 0.00011242325267069888 -0.013080523352495887 0.017712398211697185 -0.00755545947928491 -0.0033781930662399825 -0.0018502311230290381 -0.0089030838674503867 -0.00467054628854698 0.0015608458208159807 -0.0092295224065579579 0.0015097606221329285 -0.00042012419231077106 -0.0045525508324439409 leaf_weight=252925.50459535094 12.848044894635676 37416.369236091385 90.330693688243628 151.20927007496357 561.46569354832172 870.07549755275249 1671.1015556082129 228.32210084795952 110.28856635093689 766.36471010744572 132.70567878335714 284.95711430907249 317.57125227153301 446.34827582538128 1151.8613252639771 66.303800478577614 118.1559471487999 13968.641131937504 220.06978660076857 73.343418195843697 382.69615329802036 59.447242170572281 546.16167587041855 450.80102743208408 2619.3602928966284 3253.4913739860058 401.50358900427818 383.14380103349686 2573.4533028304577 1555.3739440143108 leaf_count=1090409 54 183569 624 613 2259 3512 6741 935 450 3073 549 1151 1277 1791 4659 280 597 58028 920 317 1576 242 2196 1824 10574 13185 1615 1550 10373 6288 internal_value=8.58392e-06 -0.000137121 -0.000535707 -0.00105862 -0.00043941 0.00159265 -0.000217008 -0.000979494 0.0084384 -0.000575659 -0.00517366 -0.000321138 0.00253427 0.000859829 -0.00336567 -0.00444464 -0.00479101 0.000186168 -0.00792509 -0.000808412 -0.000944877 0.00827064 -0.00541003 -0.00503935 -0.00420727 -0.000645555 0.000483135 -0.00398552 -0.00167819 -0.00343742 internal_weight=323809 70883.8 33467.4 19408.4 15301.5 3212.93 2541.18 12088.6 671.754 11078.8 581.098 10497.7 1530.28 1212.71 4106.89 2955.03 2888.73 14059 448.392 8967.41 8834.62 132.791 1009.81 996.963 2770.57 8451.92 4038.14 784.647 4413.78 1840.33 internal_count=1411231 320822 137253 78601 61878 12962 10253 48916 2709 44842 2404 42438 6141 4864 16723 12064 11784 58652 1855 36297 35738 559 4074 4020 11187 34162 16350 3165 17812 7439 is_linear=0 shrinkage=0.03 Tree=643 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 1 2 2 2 1 1 1 2 2 0 2 0 0 0 2 2 1 2 1 0 2 2 2 split_gain=2.08057 17.0111 38.901 25.878 20.8534 21.6746 24.2276 20.6424 28.1672 19.112 23.7957 16.7438 16.5914 16.1341 16.1268 15.9289 29.4461 20.5561 41.7289 23.3961 19.1185 17.3585 16.458 16.4211 16.3416 15.5934 15.4889 23.6572 18.5405 15.2011 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 5.5000000000000009 679.17321777343761 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 5699.5627441406259 922.17691040039074 937.66867065429699 1.0000000180025095e-35 3.5000000000000004 -4.4999999999999991 202.10085296630862 11333.392578125002 19.500000000000004 9644.7543945312518 16.500000000000004 10.500000000000002 7.5000000000000009 7510.0949707031259 8055.6518554687509 2.5000000000000004 7700.5261230468759 1.0000000180025095e-35 7.5000000000000009 1707.8798828125002 1591.3311157226565 1164.8808593750002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 7 11 6 26 -4 -9 -8 -11 14 -13 -5 -1 16 17 19 -19 20 22 -22 24 -23 -3 -7 29 28 -28 -6 right_child=-2 15 3 13 5 25 9 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0067079394296738612 6.5758078279344096e-05 -0.00090663232582800703 -0.0013947804525616624 0.0018359522499175906 0.013902796607241289 0.00064143969047870985 -0.0060642665734444295 0.006539117046035086 -0.0066779797359440415 0.0078708347647905713 -0.0014828279479342905 -0.0022102564711985275 0.0025725983798430582 -0.0024329108310788723 -8.9955740345092769e-05 5.9197136489953855e-06 0.0032433480170228159 -0.0010444645796609843 0.0053756226221771545 -0.0025217052628251839 0.022480114869859728 0.0070802194389415311 0.0039839533406100629 -0.021831682585150131 -0.015662292897533292 0.0031839655462308908 0.00066071877988567722 -0.0049189172429988937 0.0085650599249370366 0.0030156266034326866 leaf_weight=326.2186881788075 206192.40542385122 235.58549875020981 1209.2920040055178 847.43276546150446 129.59858880937099 4632.8724659606814 764.25046899914742 877.32594992220402 173.87614589929581 260.59073477983475 4034.6300298571587 6913.3403502255678 720.81518238782883 13343.14556838572 8441.766738653183 52936.33957845252 4197.9403530731797 2066.7364995880052 1629.6179273463786 3262.5451054498553 63.765134111046791 269.59142328053713 386.18879044242203 18.921238332986832 94.703417837619781 4085.3637489527464 3690.4993950203061 655.30053376406431 287.9108766540885 1055.1045200414956 leaf_count=1595 877237 1126 10973 4217 808 20323 3315 3712 782 1100 17489 29808 3513 55724 36015 248459 17468 9002 6805 13519 267 1167 1861 80 434 17060 17359 2941 1374 5698 internal_value=8.32529e-06 -9.23641e-05 -0.000494516 -0.00170309 5.78002e-05 0.000718393 -0.000174817 0.00127808 0.00435292 -0.0016931 -0.000915342 -0.00073143 -0.00175866 -0.00217798 0.000162964 0.000231331 0.00120735 0.00014266 0.00178597 -0.00125975 0.00259257 0.00831483 -0.000220948 0.00518412 -0.00513751 0.00183287 0.00114543 0.000362773 0.00123274 0.00420661 internal_weight=323804 117611 52449.3 16451.1 35998.3 19596.1 10877.9 2260.49 1051.2 5059.47 4295.22 16402.1 7634.16 14190.6 8767.99 65161.9 12225.6 8027.66 3696.35 4331.3 1068.76 352.278 716.478 288.513 330.289 8718.24 5818.41 4633.71 3978.41 1184.7 internal_count=1411231 533994 233806 75408 158398 87467 50084 15467 4494 21904 18589 70931 33321 59941 37610 300188 51729 34261 15807 18454 4935 1514 3421 1247 1560 37383 28180 21674 18733 6506 is_linear=0 shrinkage=0.03 Tree=644 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 2 2 3 3 3 0 0 3 0 2 0 0 1 1 2 2 3 2 1 0 2 0 1 3 split_gain=2.07898 5.58071 6.48462 31.9798 3.18032 2.2199 2.05564 10.8768 24.2423 23.2919 39.0971 38.977 41.0839 22.5348 37.5723 19.9559 31.4818 26.9837 18.34 25.8193 16.3374 16.009 37.595 25.1056 20.9495 20.4071 20.1131 28.2592 17.3299 17.1506 threshold=-64.499999999999986 10120.596191406252 21.500000000000004 55938.710937500007 -57.499999999999993 89440.765625000015 16176.651367187502 13264.737792968752 7.7119998931884775 4.4095001220703134 2.3904999494552617 35.500000000000007 46.500000000000007 2.7749999761581425 22.500000000000004 15804.419433593752 13.500000000000002 13.500000000000002 1.0000000180025095e-35 -8.4999999999999982 13578.460937500002 14427.237304687502 5.9049999713897714 15066.298339843752 1.0000000180025095e-35 87.500000000000014 13836.183105468752 16.500000000000004 1.0000000180025095e-35 5.4584999084472665 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 -2 -5 7 -6 9 10 11 -9 -13 -12 -15 16 20 -17 19 -16 -11 22 26 24 -23 29 -18 -28 -24 -25 right_child=4 2 3 5 6 -7 -8 8 -10 15 13 12 -14 14 18 17 21 -19 -20 -21 -22 23 28 25 -26 -27 27 -29 -30 -31 leaf_value=-0.052180866564256745 0.015370945109903727 0.0056009679111768467 -0.19086483231438955 -0.023487355347089615 8.5024106981395552e-06 0.030695038989544583 -0.00013471177220312624 0.007151678387096733 -0.0023137401994432869 -0.010368589083093507 -0.010628706530368898 -0.0034376002114397874 0.0035541626680517108 -0.014715424189760332 -0.020907149434498288 0.014838989703076949 0.014304047103428148 -0.010513792941296337 -0.0042346393002348154 0.011477867460265996 0.0006565211377795332 0.0040321496831701798 0.0049997346404164807 0.015472842074174273 0.018008324266110147 0.026245926285843945 -0.012503609968352668 0.021751711412956773 -0.004943274908456953 -0.013610145708432247 leaf_weight=2.4353829845786121 12.127944445936008 14.153828989714386 0.93612965382635538 1.0804186025634408 243052.75158976158 1.8388015748932958 70854.346185408533 906.9585475474596 1632.7636604616418 133.68899987637997 388.65751326084137 1511.4273690581322 1514.103273846209 140.88918463885784 24.540778487920761 252.54734714701772 317.95878404378891 44.429637372493744 178.34255942702293 228.03632721304893 1270.9368473105133 145.67542751133442 266.04133070632815 23.44836899638176 286.08589895069599 19.489024817943573 65.862327069044113 32.305718205869198 387.62276965379715 82.305247113108635 leaf_count=24 246 172 12 23 1047165 353 320095 3707 8601 557 1585 6204 6330 575 101 1151 1375 185 723 938 5455 730 1211 99 1215 80 279 134 1566 340 internal_value=8.07643e-06 -0.00955822 -0.00379435 -0.0382866 8.68049e-06 0.0106419 8.10503e-06 4.81166e-05 0.0010252 0.00168832 0.000371323 0.00169663 6.13731e-05 -0.00505493 -0.00126645 0.00362439 0.00289731 0.0110461 0.00313069 0.00833129 -0.000392823 0.00573812 0.0035907 0.00986249 0.0132928 -0.00196312 0.0106393 -0.00123067 -0.000896469 -0.00716168 internal_weight=323794 20.4446 18.0092 3.85535 323773 2.91922 323761 252907 9854.12 8221.35 4892.96 3932.49 3025.53 960.466 571.809 3328.4 3031.42 296.977 430.92 252.577 1404.63 1626.79 1069.79 557.004 431.761 125.243 416.127 98.168 653.664 105.754 internal_count=1411231 584 560 388 1410647 376 1410401 1090306 43141 34540 20163 16241 12534 3922 2337 14377 13041 1336 1762 1039 6012 7029 4565 2464 1945 519 1788 413 2777 439 is_linear=0 shrinkage=0.03 Tree=645 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 3 3 3 1 3 0 2 0 1 1 2 2 0 3 1 0 2 1 1 1 3 3 2 0 split_gain=3.51062 12.3715 22.3667 116.406 22.3694 35.6319 33.2002 28.1845 21.4024 19.1827 29.3458 20.3912 22.6541 49.9046 38.6308 24.9121 20.9295 42.7817 20.6161 20.5718 23.258 20.8348 19.0831 23.4169 18.1317 17.7873 16.7183 68.5787 38.6339 26.7855 threshold=1526.1497802734377 2643.0056152343755 1.9854999780654909 3.4465000629425053 2102.052612304688 28.166500091552738 5.9049999713897714 12.393000125885012 21.500000000000004 -6.4999999999999991 1.5979999899864199 58.500000000000007 1864.7654418945315 44.500000000000007 1.5000000000000002 -1.4999999999999998 2292.840698242188 1921.9818115234377 41.500000000000007 1.1054999828338625 1.0000000180025095e-35 57.500000000000007 1768.4891357421877 1.0000000180025095e-35 -23.499999999999996 1.0000000180025095e-35 4.4095001220703134 7.7119998931884775 2047.524841308594 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 -4 5 26 -6 -8 -9 10 24 12 13 15 -14 -11 17 -13 -16 -15 -21 -22 -17 -24 -2 -10 -5 29 -29 -28 right_child=1 -3 3 4 6 -7 7 8 25 11 -12 16 14 19 18 22 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=0.00014912486610117365 -0.0081835379683754417 2.2770306798064981e-05 -0.0069422260988149529 0.0023721457586699667 0.0073958039334259817 0.0260245555007531 -0.0055360119339334275 0.0041454035604972838 -0.037889537395448793 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2146.4878170862794 158.03731827437878 19.352366909384727 leaf_count=467570 366 836969 11790 3624 3628 271 2359 4272 112 560 241 1138 33672 5382 1084 1688 1928 795 13501 1188 1579 56 239 319 3589 102 2759 9904 715 84 internal_value=1.01987e-05 -6.00267e-05 -0.000685171 -0.0018829 0.000415883 -0.000978257 0.00274738 -2.60487e-05 0.00314534 -1.71393e-05 0.00464255 -0.000246545 -0.000526393 0.00197994 -0.00108959 0.00901395 0.00401379 0.00847203 0.00149357 -0.000429417 -0.00463426 -0.00937783 0.011785 0.00213477 0.00617224 -0.0177604 -0.00128465 -0.00235826 8.10205e-05 -0.0108987 internal_weight=323853 215115 25158.7 9008.01 6193.77 3876.05 2317.72 1451.62 921.33 16150.7 757.821 15392.9 14444.1 2650.2 11793.9 676.166 948.784 474.123 3613.85 1974.04 684.212 394.244 549.027 138.051 710.142 42.0613 3832.57 2962.74 2304.53 658.21 internal_count=1411484 943914 106945 39620 27830 17357 10473 6845 4486 67325 4196 63129 59268 11011 48257 2806 3861 1933 14585 8205 2823 1635 2246 558 3955 214 17086 13462 10619 2843 is_linear=0 shrinkage=0.03 Tree=646 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 3 3 3 1 3 0 2 0 1 1 2 2 0 3 1 0 1 1 3 3 2 2 0 0 split_gain=3.303 11.6402 21.0478 109.558 21.05 33.8189 31.2377 26.5233 20.0075 18.098 27.6504 19.1895 21.3151 46.9518 36.3406 23.8473 19.7042 40.3148 19.399 19.3693 21.9168 19.5808 18.5844 16.2897 15.7298 64.5048 36.3261 25.9692 29.1121 25.6879 threshold=1526.1497802734377 2643.0056152343755 1.9854999780654909 3.4465000629425053 2102.052612304688 28.166500091552738 5.9049999713897714 12.393000125885012 21.500000000000004 -6.4999999999999991 1.532000005245209 58.500000000000007 1864.7654418945315 44.500000000000007 1.5000000000000002 -4.4999999999999991 2292.840698242188 1921.9818115234377 41.500000000000007 1.1054999828338625 1.0000000180025095e-35 57.500000000000007 -23.499999999999996 1.0000000180025095e-35 4.4095001220703134 7.7119998931884775 2047.524841308594 2047.524841308594 86.500000000000014 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 -4 5 24 -6 -8 -9 10 22 12 13 15 -14 -11 17 -13 -16 -15 -21 -22 -2 -10 -5 27 -27 28 -26 -29 right_child=1 -3 3 4 6 -7 7 8 23 11 -12 16 14 19 18 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=0.00014465016365211984 -0.0085621066712777937 2.2087227865487618e-05 -0.0067355284166079861 0.0023009083917587053 0.0071743237983505556 0.025480434993347876 -0.0053704116637164614 0.0040234305829158559 -0.036062708092409898 -0.024298668713867971 -0.01472190286720775 0.00088261226905239024 -0.0021634304315681489 0.0017471535803908333 -0.0062903274688052482 0.0097038523042366834 -0.00042620748017559526 0.018653422464469462 0.0020728978542495658 0.0017610762036163463 -0.010373626638968011 0.026250214877548163 0.0078564825928450679 0.001112663841444805 -0.014295569690043626 0.0011010652303948445 -0.013797109177129584 0.033875306860110165 0.023118439423472248 -0.0041979003854011763 leaf_weight=108738.533944875 68.883017867803574 189955.98831137165 2813.5914527103305 869.85935097932816 866.04903262853622 43.089693166315556 530.24705596268177 878.75420420616865 20.756500169634819 19.103132829070091 61.749351143836975 278.21537888050079 8181.7022820264101 1289.7774316370487 269.75117562711239 657.08704210817814 474.66298948228359 195.71624992787838 3344.318482875824 289.90496551990509 380.154092207551 13.608785673975943 625.21148931980133 21.697382748126984 544.41765443980694 2146.2589444890618 158.15120868384838 20.310576245188713 19.383910700678825 74.268394038081169 leaf_count=467570 353 836969 11790 3624 3628 271 2359 4272 112 90 314 1138 33672 5382 1084 2716 1928 795 13501 1188 1579 56 3529 102 2356 9904 715 91 84 312 internal_value=9.89535e-06 -5.82226e-05 -0.000664636 -0.00182661 0.000403513 -0.000948935 0.00266532 -2.51004e-05 0.00305166 -1.65983e-05 0.00451563 -0.00023913 -0.000510557 0.00192092 -0.00105673 0.00874324 0.00389421 0.0082213 0.00144867 -0.000416712 -0.00449897 -0.00910787 0.00622708 -0.0170631 -0.00124608 -0.00228745 7.86065e-05 -0.0105689 -0.0130092 0.00397822 internal_weight=323851 215113 25156.7 9006.84 6193.24 3875.74 2317.5 1451.46 921.208 16149.8 755.844 15394 14445.4 2649.64 11795.8 676.19 948.595 473.932 3614.07 1973.45 683.668 393.763 694.095 42.4539 3832.65 2962.79 2304.41 658.381 563.802 94.579 internal_count=1411484 943914 106945 39620 27830 17357 10473 6845 4486 67325 4196 63129 59268 11011 48257 2806 3861 1933 14585 8205 2823 1635 3882 214 17086 13462 10619 2843 2440 403 is_linear=0 shrinkage=0.03 Tree=647 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 3 3 3 1 3 0 2 0 1 1 2 2 0 3 1 0 2 1 1 0 1 2 1 1 split_gain=3.10765 10.9522 19.8076 103.114 19.8085 32.0953 29.392 24.9601 18.7123 17.0739 26.0421 18.0591 20.0565 44.1889 34.1864 22.9452 18.5523 37.9984 18.254 18.2372 20.6537 18.4067 17.9166 22.0948 16.1028 15.3953 36.3476 26.8317 14.9475 14.8405 threshold=1526.1497802734377 2643.0056152343755 1.9854999780654909 3.4465000629425053 2102.052612304688 28.166500091552738 5.9049999713897714 12.393000125885012 21.500000000000004 -6.4999999999999991 1.5979999899864199 58.500000000000007 1864.7654418945315 44.500000000000007 1.5000000000000002 -1.4999999999999998 2292.840698242188 1921.9818115234377 41.500000000000007 1.1054999828338625 1.0000000180025095e-35 57.500000000000007 1768.4891357421877 1.0000000180025095e-35 -23.499999999999996 53.500000000000007 5.5000000000000009 2343.383422851563 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 -4 5 -5 -6 29 -9 10 24 12 13 15 -14 -11 17 -13 -16 -15 -21 -22 -17 -24 -2 27 -27 -20 -10 -8 right_child=1 -3 3 4 6 -7 7 8 28 11 -12 16 14 19 18 22 -18 -19 25 20 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00014030978829944298 -0.0076221965982863522 2.1424624314185253e-05 -0.0065350733446212939 -0.0012087182510685049 0.0069596261842486589 0.024945016879650561 -0.0029084453027975092 0.0039049957555863696 -0.034372528949746843 -0.0030010689355444934 -0.016902265009562625 0.00085612936061851244 -0.0020981077516038123 0.0016948057096813959 -0.0061027716206998239 0.014281559325511806 -0.00041341945203412773 0.018114539871774773 0.00060652816173273805 0.0017086118477891512 -0.010076876677666506 0.025374080913160679 0.015786213258684467 -0.0085194937520407278 0.0073764682727377549 0.0032802197284457807 -0.010149495385527237 0.0068583158663988097 0.0010788528788522255 -0.016156193181930917 leaf_weight=108739.22982746363 71.711655877530575 189955.77006493346 2812.9083793908358 3832.4793843924999 865.98379908502102 42.700099557638168 438.0921388566494 878.25150894373655 21.118131540715694 127.13379289209843 48.371914982795715 278.21683493256569 8183.3146223723888 1289.7273701429367 269.70092049241066 411.06297926604748 474.66500975191593 195.49570183455944 1529.7829200774431 289.8435066640377 379.61686924099922 13.655581310391424 58.424662441015244 79.411035567522049 633.81767649948597 490.55917973816395 287.78113228082657 1036.4475817382336 21.705918565392494 92.104146838188171 leaf_count=467570 366 836969 11790 17086 3628 271 1911 4272 112 560 241 1138 33672 5382 1084 1688 1928 795 6175 1188 1579 56 239 319 3589 1964 1190 4172 102 448 internal_value=9.6015e-06 -5.64723e-05 -0.000644725 -0.00177206 0.000391538 -0.000920534 0.00258573 -2.41975e-05 0.00296078 -1.60682e-05 0.00439201 -0.000231936 -0.0004952 0.00186383 -0.00102487 0.00848309 0.00377831 0.00797848 0.00140513 -0.000404384 -0.00436767 -0.00884591 0.011143 0.00178301 0.00585197 0.00201056 -0.00168524 0.0031315 -0.0164035 -0.00520981 internal_weight=323849 215110 25154.1 9005.34 6192.44 3875.18 2317.26 1451.27 921.076 16148.7 753.901 15394.8 14446.5 2648.88 11797.6 676.032 948.378 473.713 3614.27 1972.84 683.116 393.272 548.899 137.836 705.529 3344.57 778.34 2566.23 42.8241 530.196 internal_count=1411484 943914 106945 39620 27830 17357 10473 6845 4486 67325 4196 63129 59268 11011 48257 2806 3861 1933 14585 8205 2823 1635 2246 558 3955 13501 3154 10347 214 2359 is_linear=0 shrinkage=0.03 Tree=648 num_leaves=31 num_cat=0 split_feature=2 1 2 3 3 3 2 2 3 2 0 1 1 3 1 3 0 2 0 1 1 2 2 0 3 1 0 1 3 2 split_gain=2.92391 10.9129 10.3058 18.6409 97.0481 19.0491 32.0567 25.0937 22.7301 70.9456 28.0344 21.7404 19.0951 16.1807 16.107 24.5851 16.9959 18.8723 41.5796 32.1608 21.8534 17.4691 35.8221 17.1784 17.1714 19.4639 17.3069 16.6124 15.2065 15.1343 threshold=1526.1497802734377 47.500000000000007 2643.0056152343755 1.9854999780654909 3.4465000629425053 4.7190001010894784 1986.3098144531252 2554.751831054688 7.7119998931884775 2047.524841308594 86.500000000000014 1.0000000180025095e-35 -2.4999999999999996 4.1315000057220468 -6.4999999999999991 1.532000005245209 58.500000000000007 1864.7654418945315 44.500000000000007 1.5000000000000002 -4.4999999999999991 2292.840698242188 1921.9818115234377 41.500000000000007 1.1054999828338625 1.0000000180025095e-35 57.500000000000007 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20.8476 15.1636 threshold=1526.1497802734377 47.500000000000007 2602.8994140625005 1.9854999780654909 3.4465000629425053 4.7190001010894784 1986.3098144531252 1.0000000180025095e-35 7.7119998931884775 2047.524841308594 2385.3286132812505 86.500000000000014 -2.4999999999999996 28.166500091552738 1921.9818115234377 2152.199340820313 2047.524841308594 -6.4999999999999991 1.532000005245209 57.500000000000007 1864.7654418945315 44.500000000000007 1.5000000000000002 -1.4999999999999998 41.500000000000007 1.1054999828338625 1.0000000180025095e-35 1768.4891357421877 1.0000000180025095e-35 4.1315000057220468 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 17 -5 6 7 29 9 11 13 12 -7 15 -15 16 -10 18 -2 20 21 23 -22 -19 -24 -23 -27 -25 -29 -6 right_child=2 -3 -4 4 5 8 -8 -9 10 -11 -12 -13 -14 14 -16 -17 -18 19 -20 -21 22 25 24 27 -26 26 -28 28 -30 -31 leaf_value=0.00012789138406491527 0.0059503811078961783 0.020720417969582627 1.8490697017918305e-05 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1117.1521089971066 7559.6720041483641 1289.6268449574709 236.2365879714489 411.03849221765995 3101.9725258499384 279.73568169772625 378.53722308576107 58.199756518006325 79.412240266799927 81.534462839365005 leaf_count=467481 3731 89 841604 11510 1177 167 2196 1825 9904 2999 1359 84 1873 237 56 3222 1317 560 283 4547 31101 5382 950 1688 12520 1147 1579 239 319 338 internal_value=9.03706e-06 0.000132016 -5.31319e-05 -0.000621865 -0.00175361 0.000300564 0.00373894 -0.000291251 -0.000685925 -0.00405566 0.000481491 -0.0125199 -0.01394 0.00140402 0.0187201 0.00114607 3.29557e-05 1.92999e-05 0.00430168 -0.000191157 -0.000473651 0.0016858 -0.000993542 0.00798488 0.0012912 -0.000499542 -0.00460252 0.010539 0.00145787 -0.00555124 internal_weight=323844 108741 215104 24058.9 8700.81 5956.16 1327.88 802.182 4628.28 1190.86 3437.41 488.124 468.693 3144.32 46.1527 3098.17 2432.46 15358.1 719.419 14638.7 13521.6 2623.68 10897.9 675.785 3338.21 1947.9 658.273 548.65 137.612 363.53 internal_count=1411484 467570 943914 102310 38264 26754 5536 3340 21218 5123 16095 2124 2040 14736 293 14443 11221 64046 4014 60032 55485 10914 44571 2806 13470 8108 2726 2246 558 1515 is_linear=0 shrinkage=0.03 Tree=650 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 2 1 0 2 0 0 2 1 2 2 1 2 2 0 2 2 0 1 1 0 2 2 2 split_gain=2.0237 7.75417 11.7869 13.111 13.1026 11.6216 9.82658 15.5643 10.8244 12.7739 14.305 13.3479 11.5863 13.9414 11.7988 9.58867 9.4943 14.2929 30.4026 17.2063 10.7683 9.49092 9.17721 13.9018 13.7836 15.2993 8.97527 8.9485 8.34127 8.32126 threshold=11.500000000000002 56.500000000000007 619.68685913085949 2983.330444335938 377.56446838378912 1921.9818115234377 2292.840698242188 3600.6882324218755 15.500000000000002 18.500000000000004 16176.651367187502 45.500000000000007 40.500000000000007 9416.2739257812518 45.500000000000007 9644.7543945312518 8998.0522460937518 23.500000000000004 26764.801757812504 13578.460937500002 37.500000000000007 134.73744964599612 3673.103149414063 26.500000000000004 23.500000000000004 20.500000000000004 43.500000000000007 12715.829589843752 8055.6518554687509 30553.010742187504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 4 5 -3 -4 21 -8 9 15 28 -12 16 14 26 -9 22 18 20 -19 27 -2 23 24 25 -10 -14 -18 -11 -21 right_child=1 2 3 -5 -6 -7 7 8 12 10 11 -13 13 -15 -16 -17 17 19 -20 29 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=4.7191400042940874e-05 0.011358353104824066 -0.00019219763533386808 -0.002646973501072852 -0.002056776068505873 0.017937263141497971 -0.017280352499005665 0.0054481579026519275 -0.0086031112590084849 -0.020580420092608062 -0.0046702056132137603 -0.01465162102721377 0.014203282072135285 -0.019059139476631851 0.0032686094220026 -0.032004994113207709 0.0069584272606789434 -0.0032171702782735571 -0.019749386060959315 0.0055382993703470213 0.014308518565265287 0.0082032952094403568 -0.0028921751062450009 0.0078328729342823818 0.0073347631618791908 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-0.00475814 -0.0120619 0.00148524 -0.00248502 -0.0071814 0.00367667 0.00317117 0.000414583 -0.00314327 0.00693616 -0.0119298 -0.0023069 0.00600588 -0.0023797 -0.0157336 -0.000972001 -0.00550821 -0.0146299 -0.00208112 0.00990154 internal_weight=323849 5659.65 1579.02 1404.17 174.849 196.14 4080.63 3012.62 2430.47 872.607 658.465 176.612 1557.86 464.35 255.664 214.143 1093.52 554.397 358.705 195.692 178.275 1068.01 539.118 96.446 40.6149 23.704 239.52 157.193 481.852 176.121 internal_count=1411686 27416 7413 6420 993 916 20003 13706 11288 4152 3243 823 7136 2382 1485 909 4754 2441 1628 813 849 6297 2313 452 220 127 1413 742 2420 729 is_linear=0 shrinkage=0.03 Tree=651 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 3 0 1 0 3 2 2 0 2 2 0 1 0 1 0 2 0 2 0 0 2 2 0 1 2 split_gain=1.94702 17.4833 31.925 39.7519 23.0353 38.0117 24.8732 23.4283 23.0587 20.4147 35.0791 34.8028 28.1303 66.941 22.034 21.2695 28.0986 19.2996 18.7102 19.5948 31.7799 22.9116 24.3416 35.718 18.2493 36.1112 52.6927 24.7653 19.2238 17.9768 threshold=6261.4145507812509 2.3904999494552617 10341.291015625002 40.500000000000007 8055.6518554687509 1.1510000228881838 59.500000000000007 -1.4999999999999998 46.500000000000007 1.6674999594688418 12127.694824218752 17012.167968750004 66.500000000000014 14427.237304687502 45473.716796875007 62.500000000000007 1.0000000180025095e-35 35.500000000000007 14.500000000000002 31.500000000000004 14106.575683593752 35.500000000000007 14763.748535156252 62.500000000000007 41.500000000000007 12411.391601562502 18984.831054687504 45.500000000000007 22.500000000000004 8055.6518554687509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 29 5 -5 7 -7 -6 24 15 12 18 -14 17 16 -11 -13 19 20 -12 -21 -23 -24 25 -4 28 -26 -27 -2 right_child=1 -3 9 4 8 6 -8 -9 -10 10 11 14 13 -15 -16 -17 -18 -19 -20 21 -22 22 23 -25 27 26 -28 -29 -30 -31 leaf_value=9.1981620926615598e-05 -0.0023767456149518156 0.00016458436271964236 0.0098604894015977169 0.0016384583784356988 0.0044860995647691198 0.0015459569221018367 0.0027060385737348695 -0.0092132479077119845 -0.0010232287227508715 0.0013014682567838299 -0.01264172095222125 -0.0041215310225300528 -0.024341876738105388 0.0098556484567673807 0.001066556613969245 -0.013841926352856809 -0.009785789936170684 -0.00063087759034238084 -0.012408169430598911 0.0077577989503855209 0.005008656965172437 0.0060444992223402921 -0.010215773064351692 0.0078504281741572143 -0.0025089749034989044 -0.0039516105373328392 0.0055600141729545893 0.00093139661218946581 0.02141687947807187 -0.007735710246626502 leaf_weight=205262.6909047002 941.73239644616842 85772.265277079889 530.94872377812862 978.92390685528517 1027.654365375638 216.99308189749718 256.42303031682968 1134.27683365345 2042.9259857237339 441.25003929436207 160.46321185678244 3043.1742949932814 109.08254244923592 97.618823170661926 2165.025102339685 250.79019014537334 385.4080698043108 2681.7642550170422 66.190400749444962 1134.5179117098451 214.58386716246605 474.30592474341393 277.73754218220711 152.6084890216589 2488.0781466588378 1138.4277062267065 1223.5068190544844 7744.7788374200463 27.534155741333961 1402.2128801494837 leaf_count=888431 4001 386918 2173 4285 4292 893 1047 5113 8435 1792 658 12372 441 398 8955 1019 1608 11062 321 4612 877 1930 1147 628 10213 4658 4962 32466 115 5864 internal_value=3.60713e-05 -6.07087e-05 -0.000649692 -0.00229751 -0.000936385 -0.00302213 -0.00585996 -0.00748549 0.00082062 -0.000118229 -0.00103249 -0.000507179 0.00244159 -0.00819142 -0.00151145 -0.00618932 -0.00386768 -0.00248639 0.00332767 0.0037591 -0.00254303 0.0049182 0.00135707 -0.00380917 0.000691853 0.00278358 0.00121106 9.48841e-05 -0.00335253 -0.00558263 internal_weight=323844 118581 32808.9 8001.14 5657.2 2586.62 1607.69 1351.27 3070.58 24807.8 11654.5 10577.1 2687.11 206.701 7889.96 1077.45 826.658 5724.94 2480.41 2414.22 375.047 2039.17 904.652 430.346 13153.3 2920.42 2389.47 10232.9 1165.96 2343.95 internal_count=1411686 523255 136337 33930 24065 11338 7053 6006 12727 102407 47820 43401 11012 839 32389 4419 3400 23434 10173 9852 1535 8317 3705 1775 54587 11908 9735 42679 4773 9865 is_linear=0 shrinkage=0.03 Tree=652 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 0 1 2 2 2 2 2 0 0 2 2 0 0 0 2 0 0 2 2 0 2 0 0 2 1 split_gain=1.89821 12.8475 13.6342 13.4143 15.7296 14.9142 11.2799 10.9307 14.7692 28.0016 13.4362 11.8022 10.644 10.557 26.2225 14.204 22.7265 11.0207 9.91209 13.0476 53.6914 10.8082 19.6234 14.6045 16.674 8.80338 24.4928 18.7715 15.7834 8.57805 threshold=80.500000000000014 31791.298828125004 22743.409179687504 7.7119998931884775 10120.596191406252 84.500000000000014 -3.4999999999999996 6559.7421875000009 1921.9818115234377 3455.044799804688 1248.5628051757815 6261.4145507812509 87.500000000000014 86.500000000000014 7510.0949707031259 8796.4672851562518 85.500000000000014 84.500000000000014 92.500000000000014 39196.445312500007 84.500000000000014 85.500000000000014 40758.552734375007 42366.021484375007 81.500000000000014 1395.3037719726565 85.500000000000014 83.500000000000014 1591.3311157226565 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 6 -6 8 10 12 -2 29 -10 15 -15 17 -17 -9 19 20 -3 23 -23 24 -21 -12 27 -27 -28 -11 right_child=1 18 -4 -5 5 -7 -8 13 9 11 25 -13 -14 14 -16 16 -18 -19 -20 21 -22 22 -24 -25 -26 26 28 -29 -30 -31 leaf_value=4.885485136688906e-05 -0.0023932297997254883 0.02375066409864041 -0.0060827055642731177 0.0014747348716709697 -0.011921597341610543 -0.0013560381862715073 0.0059752650560978724 -0.012473795084613697 0.0084429106627809739 -0.0072253523274104165 -0.019716797589804852 0.019635908265728353 -0.010372757046809445 -0.022817932000362511 0.026682569005603358 -0.00084967831803554558 -0.028912840984881158 0.0098806820594774178 -0.0013398185851707946 -0.015600155165993687 -0.0080430311446248043 -0.032606692469571805 0.0036275732235687892 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-0.00239213 -0.00163858 0.00121966 -0.0030364 -0.00265316 0.00717502 -0.00556263 0.00906939 -0.00638384 -0.00271468 -0.0110373 0.00114995 0.00215748 0.00964062 0.00153765 0.00326584 -0.000869758 0.0138473 -0.0114514 -0.00540911 -0.0152564 0.0190163 -0.00337292 internal_weight=323835 11389.4 7833.15 7381.25 5503.38 1385.7 584.69 4117.68 3326.95 1092.67 2234.28 662.101 430.571 790.727 42.0205 748.706 418.626 330.08 3556.23 2531.72 193.663 2338.06 1361.03 977.034 57.1372 158.646 91.6484 65.3158 26.3325 641.39 internal_count=1411686 49611 33605 31678 23429 5678 2384 17751 14511 4671 9840 2859 1812 3240 177 3063 1711 1352 16006 11219 804 10415 6189 4226 240 722 394 280 114 2773 is_linear=0 shrinkage=0.03 Tree=653 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 2 1 0 2 0 0 2 1 2 2 2 1 2 2 0 2 0 1 1 0 2 2 2 split_gain=1.86978 7.30067 11.0717 12.3888 12.2449 11.0608 9.3149 14.5695 10.225 11.9954 13.5365 12.5744 11.0255 13.0482 11.1969 9.03223 8.90779 8.81857 13.3642 28.3758 16.0497 10.053 8.64909 13.2358 12.9917 9.90683 8.50963 8.50112 7.97872 7.88198 threshold=11.500000000000002 56.500000000000007 619.68685913085949 2983.330444335938 377.56446838378912 1921.9818115234377 2292.840698242188 3600.6882324218755 15.500000000000002 18.500000000000004 16176.651367187502 45.500000000000007 40.500000000000007 9416.2739257812518 45.500000000000007 9644.7543945312518 134.73744964599612 8998.0522460937518 23.500000000000004 26764.801757812504 13578.460937500002 37.500000000000007 3673.103149414063 31.500000000000004 23.500000000000004 19.500000000000004 43.500000000000007 12715.829589843752 89440.765625000015 8055.6518554687509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 4 5 -3 -4 16 -8 9 15 29 -12 17 14 26 -9 -2 22 19 21 -20 27 23 24 25 -10 -14 -19 -21 -11 right_child=1 2 3 -5 -6 -7 7 8 12 10 11 -13 13 -15 -16 -17 -18 18 20 28 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=4.3547372702924778e-05 0.01096286085025489 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44.291835024952888 19.474882960319519 160.0209009796381 175.8543207347393 21.171034455299377 442.2729411944747 47.357088789343834 19.071740359067917 12.003956720232962 202.02507368475199 111.84662775695324 20.403356060385704 145.05621780455112 leaf_count=1384270 227 762 451 5504 231 465 2418 197 95 1716 757 66 186 897 72 712 6070 206 84 693 729 107 1861 195 103 59 1227 536 86 704 internal_value=3.39381e-05 -0.000506846 -0.00223902 -0.0031266 0.00487331 -0.0101312 0.000164083 0.0010182 -4.48078e-06 -0.00260654 -0.00461465 -0.0117393 0.00145319 -0.00242283 -0.00697675 0.00356477 -0.00224442 0.00309948 0.000438849 -0.0030071 0.0067499 -0.0115302 0.00583249 -0.00232266 -0.0132894 -0.000886859 -0.00534944 -0.0141606 0.00536884 -0.00201305 internal_weight=323831 5653.75 1578.48 1403.35 175.13 195.58 4075.26 3008.4 2426.22 871.151 657.276 175.811 1555.07 463.591 254.906 213.875 1066.86 1091.48 553.063 357.734 195.329 177.309 538.417 96.1439 48.7868 29.7151 238.903 156.138 180.424 481.466 internal_count=1411686 27416 7413 6420 993 916 20003 13706 11288 4152 3243 823 7136 2382 1485 909 6297 4754 2441 1628 813 849 2313 452 257 154 1413 742 779 2420 is_linear=0 shrinkage=0.03 Tree=654 num_leaves=31 num_cat=0 split_feature=2 3 2 0 2 3 0 1 0 3 2 2 0 2 2 0 0 1 2 0 2 2 0 1 1 0 2 0 2 0 split_gain=1.84647 16.4131 29.9997 37.504 21.6621 35.8551 23.4507 22.107 21.6651 19.0877 33.0355 32.8354 26.5113 63.0238 20.7355 21.392 20.0228 26.452 17.5511 17.146 33.9694 49.654 23.2954 17.8243 17.0918 18.4484 29.887 21.5605 22.9084 33.6541 threshold=6261.4145507812509 2.3904999494552617 10341.291015625002 40.500000000000007 8055.6518554687509 1.1510000228881838 59.500000000000007 -1.4999999999999998 46.500000000000007 1.6674999594688418 12127.694824218752 17012.167968750004 66.500000000000014 14427.237304687502 47554.107421875007 35.500000000000007 62.500000000000007 1.0000000180025095e-35 11087.062988281252 41.500000000000007 12411.391601562502 18984.831054687504 45.500000000000007 22.500000000000004 14.500000000000002 31.500000000000004 14106.575683593752 35.500000000000007 14763.748535156252 62.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -5 7 -7 -6 19 16 12 24 -14 15 -13 17 -11 -18 20 -4 23 -21 -22 25 26 -12 -27 -29 -30 right_child=1 -3 9 4 8 6 -8 -9 -10 10 11 14 13 -15 -16 -17 18 -19 -20 22 21 -23 -24 -25 -26 27 -28 28 29 -31 leaf_value=8.7363745031774593e-05 -0.0054220078342624243 0.00015693944302663156 0.0095562666410085942 0.001592321195487578 0.0043473824852195263 0.0014967159720057686 0.0026230349038248993 -0.0089566839673506284 -0.00099212756878891179 0.0012597065250695861 -0.012256704618072 -0.0040582432894420845 -0.023627477892102382 0.0095629762369602127 0.0011810748693053292 -0.00043788825761545506 -0.0034499411065012859 -0.0095027773385179572 -0.019744897869268807 -0.002438085158297808 -0.0038396113990411232 0.0053887870425833248 0.00089896458704073442 0.020616370813878532 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-0.00727415 0.000795518 -0.000116925 -0.00100116 -0.00049141 0.00237372 -0.00795146 -0.00146685 -0.00236028 -0.00600742 -0.00375358 -0.0134335 0.000666376 0.00269382 0.00116838 8.766e-05 -0.00326323 0.00323419 0.00364503 -0.00246932 0.00477022 0.00131427 -0.00370246 internal_weight=323826 118567 32799.7 7997.04 5654.68 2583.78 1604.68 1348.23 3070.9 24802.7 11650.7 10574 2685.62 206.593 7888.4 5898.27 1076.67 825.984 250.689 13152 2920.48 2389.35 10231.5 1165.51 2479.02 2413.37 375.093 2038.28 904.061 429.774 internal_count=1411686 523255 136337 33930 24065 11338 7053 6006 12727 102407 47820 43401 11012 839 32389 24149 4419 3400 1019 54587 11908 9735 42679 4773 10173 9852 1535 8317 3705 1775 is_linear=0 shrinkage=0.03 Tree=655 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 3 2 3 2 0 2 0 0 1 2 2 2 0 2 0 0 1 2 3 2 2 2 1 3 3 split_gain=2.30747 6.06524 7.55073 7.85976 5.43513 5.7777 10.279 7.9153 8.12917 7.6978 10.0749 6.96002 12.6639 10.3435 7.80951 6.65683 6.44382 8.35947 6.40041 7.42646 6.23814 6.01725 5.6103 6.47941 5.97638 9.41745 4.82103 4.77886 4.68965 7.12947 threshold=11.500000000000002 22.500000000000004 1707.8798828125002 1289.946716308594 17.500000000000004 1.247500002384186 2192.347534179688 1.9854999780654909 7188.3642578125009 26.500000000000004 488.16123962402349 67.500000000000014 76.500000000000014 12.500000000000002 37774.541015625007 2871.6833496093755 5109.0270996093759 79.500000000000014 2726.1987304687505 53.500000000000007 70.500000000000014 13.500000000000002 194.10739898681643 1.3535000085830691 29455.711914062504 19525.543945312504 52302.683593750007 12.500000000000002 1.247500002384186 2.7749999761581425 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 27 5 6 -3 21 9 10 -9 13 14 -10 -13 18 17 -11 19 -8 -18 -7 23 -23 25 -24 -16 -2 -6 -30 right_child=1 4 -4 -5 28 7 15 8 11 16 -12 12 -14 -15 26 -17 20 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=5.9328101879280448e-05 0.01299689776904852 -0.0041952495938058689 0.0036780784513706405 -0.028846409723566977 -0.0021889655757925701 -0.0020249602526657071 0.012716185287653109 0.014147690774824149 0.0048550780685267308 0.00020187874855858077 -0.0083668021037036008 0.02108516011569803 -0.0077166370167003713 -0.01313479644344764 -0.013634856010311561 0.0010946758626960882 0.016697660493344507 0.019888804929380687 0.029912594377055065 -0.0082729165863984228 -0.0030611262683283625 -0.0089928780267888777 -0.0078193764415826171 0.024065537346380818 0.0061730218740524779 -0.02903542988687173 0.011270533504924574 -0.0075411779452567032 0.0016464067382345586 -0.0020218552713398012 leaf_weight=318153.45890032547 13.804705902934073 208.07800937443972 493.90565283596516 12.248145103454588 720.81864831969142 347.66986612230539 65.020057320594788 21.588972792029381 37.705805703997612 227.89106512069702 104.34124977886677 31.275260031223297 76.030669003725052 121.29710204899311 13.492489933967592 170.25182883441448 58.029964208602905 21.219232693314552 13.707865864038466 19.789442539215088 19.118409633636475 10.516665883362295 398.8440797701478 10.831909842789171 25.374798782169819 19.762863352894783 14.526154950261114 39.009578764438629 1643.4116562083364 671.76321087731048 leaf_count=1384188 72 1334 2095 72 3654 1778 263 117 166 1176 517 126 328 557 54 1001 233 112 56 82 80 92 2104 77 118 96 59 237 7407 3282 internal_value=4.86732e-05 -0.000553296 0.00241257 -0.00719424 -0.000880131 -0.0020792 0.000810658 -0.00296282 -0.000732405 0.00179329 -0.00450701 -0.00461274 0.000387898 -0.00886869 0.0107801 0.00468617 0.00422509 0.00187881 0.0108928 0.00781859 0.0118012 -0.00501084 -0.00724173 0.00778041 -0.00796406 -0.00882101 -0.000722756 -0.00217289 -7.58668e-05 0.000582036 internal_weight=323785 5631.33 558.968 65.0624 5072.36 2036.36 476.847 1559.52 746.516 452.189 125.93 294.327 135.325 159.003 59.2939 268.769 326.259 249.11 98.5174 84.8095 77.1484 813 465.33 21.3486 443.982 418.607 28.0186 52.8143 3035.99 2315.17 internal_count=1411533 27345 2476 381 24869 10526 2736 7790 3525 2235 634 1290 567 723 239 1402 1601 1288 401 345 313 4265 2487 169 2318 2200 113 309 14343 10689 is_linear=0 shrinkage=0.03 Tree=656 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 3 2 3 2 0 2 0 0 1 2 2 2 0 2 0 0 1 2 3 2 2 2 2 2 1 split_gain=2.17295 5.71034 7.12162 7.55816 5.12324 5.44453 9.67557 7.46953 7.65874 7.24313 9.46502 6.57455 11.9166 9.78207 7.3363 6.25534 6.07058 7.78263 5.98327 6.98012 5.87175 5.69267 5.29136 6.00787 5.64479 8.965 4.65446 5.11441 4.5384 4.49071 threshold=11.500000000000002 22.500000000000004 1707.8798828125002 1289.946716308594 17.500000000000004 1.247500002384186 2192.347534179688 1.9854999780654909 7188.3642578125009 26.500000000000004 488.16123962402349 67.500000000000014 76.500000000000014 12.500000000000002 37774.541015625007 2871.6833496093755 5109.0270996093759 79.500000000000014 2726.1987304687505 53.500000000000007 70.500000000000014 13.500000000000002 194.10739898681643 1.3535000085830691 29455.711914062504 19525.543945312504 42366.021484375007 23484.753906250004 52302.683593750007 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 29 5 6 -3 21 9 10 -9 13 14 -10 -13 18 17 -11 19 -8 -18 26 23 -23 25 -24 27 -7 -16 -2 right_child=1 4 -4 -5 -6 7 15 8 11 16 -12 12 -14 -15 28 -17 20 -19 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.7548319477853947e-05 0.012530832364259762 -0.004078463793640034 0.003569079499199203 -0.028444150104306096 -7.3603572087170395e-05 -0.0016615401481945879 0.012320671149145918 0.013625188735324636 0.0047038059276296547 0.00019580696856184466 -0.0081387445888943689 0.020434508597989173 -0.007489057204835262 -0.012791292918323552 -0.013225535050510667 0.0010612988870771977 0.01620322174598934 0.019110610187730807 0.028907557753791179 -0.0080372550949326348 -0.0029706128209628811 -0.0087816681945799072 -0.0076081506980384891 0.02298623239614319 0.0059806333085613726 -0.028386068501651394 0.017602100176220305 -0.017431438848469712 0.010945570202750289 -0.0073453156716735421 leaf_weight=318153.01682168117 13.887319922447203 207.62222165614367 493.72256962954998 12.05170628428459 3035.7262847078964 317.15505288541317 65.092948168516159 21.741981342434883 37.750166952610016 227.90890334546566 104.05152988433838 31.302517741918564 75.991482377052307 120.82509112358093 13.492762997746469 170.33659284561872 58.007051646709442 21.417691603302956 13.758122697472571 19.759069383144379 19.110042467713356 10.447578206658365 397.63828253746033 10.997698627412317 25.40487027913332 19.610831916332245 10.606307148933409 19.655990242958069 14.508963182568548 38.850719690322876 leaf_count=1384188 72 1334 2095 72 14343 1636 263 117 166 1176 517 126 328 557 54 1001 233 112 56 82 80 92 2104 77 118 96 48 94 59 237 internal_value=4.72113e-05 -0.0005371 0.00234191 -0.00700962 -0.000854257 -0.00201926 0.000786648 -0.00287776 -0.000711129 0.00173903 -0.0043771 -0.00448167 0.000376264 -0.00862644 0.0104548 0.00454243 0.00409585 0.00182063 0.0105556 0.00758002 0.0114518 -0.00486975 -0.00704371 0.00750974 -0.00774878 -0.00858472 -0.00196566 -0.00258186 -0.00070139 -0.0021114 internal_weight=323781 5628.43 558.512 64.7897 5069.92 2034.19 476.569 1557.62 746.108 452.237 125.794 293.871 135.296 158.575 59.3042 268.947 326.444 249.327 98.6101 84.852 77.1171 811.517 464.099 21.4453 442.654 417.249 347.417 336.811 28.0017 52.738 internal_count=1411533 27345 2476 381 24869 10526 2736 7790 3525 2235 634 1290 567 723 239 1402 1601 1288 401 345 313 4265 2487 169 2318 2200 1778 1730 113 309 is_linear=0 shrinkage=0.03 Tree=657 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 2 0 0 0 0 3 3 2 2 0 2 2 1 3 2 2 3 1 1 0 2 2 2 1 2 split_gain=2.04618 5.37606 6.71679 7.26813 4.82957 5.19224 15.3803 9.44161 5.70065 8.13419 4.4141 6.70829 13.6759 23.0086 6.92352 6.86164 12.8696 18.0521 7.61395 7.2211 9.29348 7.7259 7.66953 7.05934 7.01752 6.45569 6.05561 6.03681 5.96063 9.057 threshold=11.500000000000002 22.500000000000004 1707.8798828125002 1289.946716308594 17.500000000000004 16176.651367187502 45.500000000000007 25.500000000000004 77.500000000000014 82.500000000000014 1.247500002384186 2.7749999761581425 4905.5217285156259 1921.9818115234377 25.500000000000004 6860.8740234375009 13578.460937500002 22.500000000000004 1.7404999732971194 2871.6833496093755 971.01849365234386 1.2994999885559084 33.500000000000007 20.500000000000004 28.500000000000004 199.21649169921878 169.44351196289065 282.07974243164068 31.500000000000004 5832.3920898437509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -3 7 -7 -8 -10 25 15 13 -13 -14 19 -17 18 -18 20 21 23 -23 -12 -20 26 -6 -24 -21 -30 right_child=1 4 -4 -5 10 6 8 -9 9 -11 11 12 14 -15 -16 16 17 -19 24 28 -22 22 27 -25 -26 -27 -28 -29 29 -31 leaf_value=5.5821966127018224e-05 -0.0020516004942995477 -0.0012852453140905773 0.0034632918129875409 -0.0280488242868813 -0.006975270017357647 0.0097882262062555011 0.0047692367860612964 -0.013885597830381393 -0.028793708903648459 -0.00020137380781928547 0.043718236433400441 0.0027513547540835509 0.007685762041192922 -0.020994490840877785 -0.001299527403744878 -0.010311936476063637 0.0059171071599006132 0.0055674764434320411 0.0076305693027010598 0.0067756876161347438 -0.00532433080216422 4.4159725582256321e-05 0.0025146455473489225 0.0040980719303453398 -0.015565763669939905 -0.0012862589564379199 -0.031558492420454907 0.033118675035265235 -0.00025352377559866859 0.019429251609331632 leaf_weight=318152.58735559112 52.662566617131233 1695.2922137007117 493.54223690927029 11.857866898179052 46.232588775455952 16.788675084710121 116.96886591613293 156.46686169505119 12.109483003616331 34.37423100322485 8.0607402920722979 68.279345601797104 94.073457479476929 79.465839438140392 429.79103378579021 111.46102914959192 26.488031335175037 270.24925417453051 13.693195745348929 453.61547649651766 183.80608820915222 170.24925919622183 11.163655847311022 8.1290641725063306 82.19822084903717 663.06621638312936 11.203679405152796 12.075606137514113 269.57886885106564 22.82161083817482 leaf_count=1384188 309 8990 2095 72 323 72 476 786 49 153 52 345 384 433 2120 522 120 1136 56 1912 816 1031 55 51 390 3251 80 55 1114 97 internal_value=4.57933e-05 -0.000521354 0.00227329 -0.00682949 -0.000829104 -0.00196108 -0.00536385 -0.0115916 0.00123738 -0.00764997 -7.13961e-05 0.000566773 -0.00195945 -0.0100205 0.000314014 0.00159905 -0.0013153 0.0012387 -0.0083205 0.00288829 -0.000400043 0.00391664 0.00225088 0.0238246 -0.0122534 -0.00212203 -0.0117705 0.0184171 0.00462271 0.0012827 internal_weight=323778 5625.77 558.063 64.5204 5067.7 2032 336.708 173.256 163.453 46.4837 3035.7 2315.2 671.61 147.745 523.864 1643.59 504.09 392.629 122.379 1139.5 393.484 209.678 193.489 16.1898 95.8914 720.502 57.4363 23.2393 746.016 292.4 internal_count=1411533 27345 2476 381 24869 10526 1536 858 678 202 14343 10689 3282 778 2504 7407 2224 1702 566 5183 2060 1244 1141 103 446 3654 403 110 3123 1211 is_linear=0 shrinkage=0.03 Tree=658 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 3 2 3 2 2 2 2 3 2 0 2 2 2 0 1 2 3 2 2 2 0 2 3 3 2 split_gain=1.9276 5.06234 6.3335 6.99024 4.54771 5.04942 9.10165 7.08518 7.13898 17.9538 6.24349 7.4859 8.52284 9.42752 11.6339 6.8652 5.88869 5.59927 6.56203 5.39055 4.97933 5.58008 5.4481 8.50825 4.95099 11.4039 4.59849 7.25114 4.82265 4.42728 threshold=11.500000000000002 22.500000000000004 1707.8798828125002 1289.946716308594 17.500000000000004 1.247500002384186 2192.347534179688 1.9854999780654909 1395.3037719726565 814.81753540039074 2243.352905273438 3455.044799804688 2.7749999761581425 21398.625000000004 66.500000000000014 6559.7421875000009 2871.6833496093755 2726.1987304687505 53.500000000000007 13.500000000000002 194.10739898681643 1.3535000085830691 29455.711914062504 19525.543945312504 4417.2790527343759 66.500000000000014 7188.3642578125009 2.9229999780654912 3.0835000276565556 42366.021484375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 6 -3 19 9 -9 -10 -12 13 24 -15 -14 17 18 -8 29 21 -21 23 -22 25 -13 -17 -28 -29 -7 right_child=1 4 -4 -5 -6 7 16 8 10 -11 11 12 15 14 -16 26 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=5.4147377001904313e-05 -0.0019922103871729585 -0.0039288069684829223 0.0033606201109024187 -0.02765997629156056 -6.951469204313135e-05 -0.002449591007517979 0.011978577365217388 0.002045793277474933 -0.016736286074661738 0.039241562477909685 0.016537675216895687 0.011397749769342146 -0.013687882832104453 -0.015259390606155963 0.0058771470819141379 0.0089825966760835631 0.0010601075662771014 0.027993748341762069 -0.0077715726422515922 -0.008543765583521816 -0.0073578663471622922 0.022030107875818706 0.0060221916610801824 -0.027716236940877343 0.0075420141867995269 -0.018756400556051375 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0.00126008 -0.00644276 -0.00631264 0.00443892 0.0102704 0.0073889 -0.00467557 -0.00679607 0.00729533 -0.00748385 -0.00830731 0.00498418 -0.00375303 -0.00288181 -0.00497488 -0.00253695 -0.00184812 internal_weight=323774 5621.41 557.638 64.2731 5063.78 2030.28 476.019 1554.26 745.086 159.857 585.229 559.94 539.965 295.78 96.396 244.186 268.979 98.6755 84.8762 809.176 462.395 21.5183 440.876 415.541 199.384 45.1517 166.659 141.667 125.477 346.781 internal_count=1411533 27345 2476 381 24869 10526 2736 7790 3525 884 2641 2512 2416 1321 428 1095 1402 401 345 4265 2487 169 2318 2200 893 234 703 602 532 1778 is_linear=0 shrinkage=0.03 Tree=659 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 3 1 2 2 2 1 0 1 1 0 2 2 2 2 2 1 0 2 0 0 0 2 2 1 split_gain=1.83703 16.8036 12.6309 8.76804 8.35059 22.4434 20.886 17.751 15.4355 38.2636 17.5747 28.4918 11.8113 10.4781 9.64157 9.36486 18.7614 14.8666 31.3925 15.7933 8.6712 8.49461 7.78168 7.72018 48.7911 7.35588 7.04699 7.00565 17.0557 14.8174 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 10120.596191406252 84.500000000000014 6.4175000190734872 -3.4999999999999996 3673.091186523438 1986.3098144531252 814.81753540039074 2.5000000000000004 82.500000000000014 -2.4999999999999996 -1.4999999999999998 82.500000000000014 9188.5839843750018 7700.5261230468759 5832.3920898437509 8598.4760742187518 699.95858764648449 -1.4999999999999998 85.500000000000014 39196.445312500007 83.500000000000014 84.500000000000014 83.500000000000014 575.09899902343761 409.80384826660162 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 6 7 8 12 9 10 20 21 -6 -7 -11 16 -10 18 -17 -19 27 -12 -21 24 -5 -16 -13 28 -2 -30 right_child=1 3 -4 23 5 13 -8 -9 15 14 11 26 -14 -15 25 17 -18 19 -20 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=5.672406829415765e-05 -0.0049876214379992482 0.027077466847230794 -0.0059540020060261621 0.026783606499510879 0.0084880245159852184 0.0093643534234223239 0.0011207463094831697 0.0072351081360564661 -0.0060304059917591895 -0.0067613375211417748 0.00070212254245931424 0.021759238734622675 -0.028320997390533738 -0.0017619324233314341 0.011581540668833212 -0.0080935864371302485 0.0059620459280309629 -0.025648648279998871 0.01528093119083869 -0.0068914152114363837 0.0026690852848563636 -0.0094453084241227937 -0.02464536157978638 0.00088320906573561154 -0.0014937491979403791 0.0018712088449978881 0.0035687478317936133 -0.0053683143727706511 -0.017487476279342377 0.017410933841365474 leaf_weight=312386.36649446527 143.5744668468833 11.910329736769198 455.77597716450691 74.978687971830368 12.245217114686964 80.665798842906952 1880.0459014438093 533.54508566856384 436.77538268268108 39.6460942029953 83.827995866537094 30.630975916981697 21.837235987186432 1368.8910767510533 249.95337188243866 298.4764452278614 160.56715758144855 69.659438371658325 62.547388151288033 178.43839938938618 440.06536990404129 649.55108776688576 25.379303857684135 3259.0244852737524 205.24556659162045 97.638067781925201 51.21395705640316 377.98360696434975 12.94481287896633 71.044851869344711 leaf_count=1361913 668 78 1949 315 55 354 8322 2167 1810 169 341 152 93 5734 1036 1310 653 288 261 732 1901 2841 107 14728 874 415 270 1646 54 297 internal_value=4.30825e-05 -0.000331251 -0.00110731 0.00138054 -0.000807874 0.00083742 -0.00142707 0.00589426 -0.00280354 -0.00132454 -0.00310997 -0.00641183 -0.0150962 -0.00114277 0.0072552 -0.00550267 -0.00280681 -0.00804066 -0.00404395 -0.0133168 -0.000535641 -0.00828542 -0.00910213 0.00129406 0.00607233 0.00885392 0.0103767 -0.00286459 0.0012941 0.0120323 internal_weight=323770 11384.1 7832.92 3551.16 7377.15 2017.18 5359.96 567.628 3479.92 2248.07 1860.84 815.224 34.0825 1449.56 387.238 1231.84 597.343 634.501 361.024 273.477 1045.61 733.379 203.818 3539.25 280.224 347.591 81.8449 605.548 227.564 83.9897 internal_count=1411533 49620 33625 15995 31676 8403 23273 2315 14951 9790 8170 3604 148 6088 1620 5161 2463 2698 1571 1127 4566 3182 839 15917 1189 1451 422 2665 1019 351 is_linear=0 shrinkage=0.03 Tree=660 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 2 3 0 1 1 0 2 2 0 0 1 1 3 2 2 0 0 2 0 0 0 2 1 split_gain=4.16238 14.3263 24.6989 36.375 43.9484 40.024 26.4019 18.5192 20.96 19.99 17.0607 24.8227 16.8825 13.8615 12.4199 31.2926 18.2543 12.5105 17.568 22.72 12.1235 19.7785 47.3922 34.2499 85.8637 44.7465 30.1375 26.5468 36.8469 23.5482 threshold=6261.4145507812509 2.3904999494552617 11873.722656250002 1.532000005245209 7882.7980957031259 1.1054999828338625 1.5000000000000002 8430.8989257812518 1.6674999594688418 34.500000000000007 -4.4999999999999991 1.0000000180025095e-35 36.500000000000007 7019.5273437500009 10120.596191406252 62.500000000000007 35.500000000000007 -8.4999999999999982 -1.4999999999999998 1.7404999732971194 37774.541015625007 17012.167968750004 35.500000000000007 65.500000000000014 14106.575683593752 48.500000000000007 38.500000000000007 32.500000000000007 13578.460937500002 -5.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 8 10 -10 -5 13 -8 -12 17 16 -16 -9 -19 -20 21 22 27 25 -25 -24 -23 28 29 -4 right_child=1 -3 20 6 -6 -7 12 14 9 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31 leaf_value=5.2373500504394889e-05 0.0023328676052072825 3.2957704394972435e-05 -0.048238241167026193 -0.023581270854166957 0.0010147717742198627 -0.0065443065260828819 -0.014493033292961267 -0.024662144927172419 -0.0038998232005396463 0.0076537277741071915 0.012471381098007555 -0.012832334509799665 -0.0052705912786081112 -0.0024420282585384681 -0.0043385531582279596 -0.013321844665377568 0.0045430716527000269 0.0022274897909005898 -0.013848756333922557 -0.0036164852828187745 0.0012173632314052725 -0.003524183928534908 -0.0024037568720172778 -0.026156366332891309 0.0053365802788334733 0.0031754899733908507 -9.9334997137871778e-05 0.0083374952191571407 0.0057952926604097248 -0.006727835523441081 leaf_weight=205184.71621363587 635.40556499361992 85747.409721019212 13.027786426246164 39.726417779922485 4813.6991459950805 1628.9405680075288 324.24661605060101 35.203151151537895 201.91063828021288 405.37522737681866 87.192832618951797 143.75479465723038 397.82718393206596 157.25584436953068 414.47125166654587 191.59351979196072 418.62143237888813 172.14312362670898 363.72021877765656 421.78018833696842 4745.0092015862465 3669.6274346262217 3059.6205329298973 154.53232012689114 157.15293933451176 2241.6025351211429 6252.3707295060158 974.6766350120306 425.0021887794137 219.99776177108288 leaf_count=888083 2751 386730 58 160 19996 7311 1446 145 829 1655 360 589 1752 651 1685 778 1706 702 1504 1722 19812 14970 12563 625 640 9382 25838 3978 1744 898 internal_value=-2.9385e-05 -0.000170936 -0.000704526 -0.00187491 -0.000606546 -0.00405325 -0.00425316 -0.00303295 0.000229033 0.0038124 -0.00485621 -0.00294 -0.00941192 0.00287746 -0.0047067 -0.00238976 0.000124382 -0.00709795 -0.00645228 -0.00835446 -0.000124861 -0.000495843 0.000695743 -0.000612827 -0.0102775 -4.4593e-05 -0.00136601 0.00519434 0.000538679 -0.00904856 internal_weight=323698 118513 32765.5 10852.9 7078.05 2264.35 3774.82 3052.75 1035.22 607.286 427.93 388.203 722.074 244.449 2017.53 1024.69 833.093 992.847 957.644 785.5 21912.6 17167.6 7245.61 5612.91 311.685 5301.22 9922 1632.7 658.028 233.026 internal_count=1411063 522980 136250 45742 30058 10062 15684 12486 4244 2484 1760 1600 3198 1011 8242 4169 3391 4073 3928 3226 90508 70696 29888 23210 1265 21945 40808 6678 2700 956 is_linear=0 shrinkage=0.03 Tree=661 num_leaves=31 num_cat=0 split_feature=1 0 2 2 3 2 2 3 0 2 2 2 3 3 3 3 1 1 1 2 2 1 0 2 2 2 2 0 0 2 split_gain=3.95356 4.59164 8.832 14.755 12.3576 7.19647 7.93699 14.6975 11.7798 18.4644 9.78661 16.7095 15.4586 15.2516 9.44731 13.103 8.38604 10.9428 8.32406 10.3889 8.8148 8.22001 8.26202 15.3621 14.277 13.1626 11.8096 11.1618 14.1203 9.97334 threshold=11.500000000000002 77.500000000000014 2102.052612304688 9188.5839843750018 5.4584999084472665 99995.847656250015 4158.8854980468759 2.1755000352859502 26.500000000000004 464.60191345214849 4805.4782714843759 8055.6518554687509 1.1510000228881838 1.6674999594688418 1.9854999780654909 1.0619999766349795 23.500000000000004 21.500000000000004 28.500000000000004 14427.237304687502 25057.239257812504 58.500000000000007 56.500000000000007 1707.8798828125002 2292.840698242188 342.01971435546881 619.68685913085949 34.500000000000007 37.500000000000007 2770.7851562500005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 -3 4 -4 6 8 10 9 -2 12 14 -8 -13 15 -12 17 -11 -15 -20 -21 22 24 25 -10 -24 -27 -26 -29 -25 right_child=1 2 3 -5 -6 -7 7 -9 21 16 11 13 -14 18 -16 -17 -18 -19 19 20 -22 -23 23 29 27 26 -28 28 -30 -31 leaf_value=-1.4575942212459987e-05 0.012996997249359023 0.0070758859500823883 -0.021001681344787349 -0.0023164036951042483 0.011013454073153083 -0.01103691476570685 -0.022859354726050635 0.0031823731286891072 -0.0028043118447275989 -0.010940094004466213 0.0087976046201158568 0.002707655088656234 0.008207623808975547 -0.008825586707841386 0.00067893917801002625 -0.017418223641447125 -0.029510148363746443 0.017033519414728738 -0.025656901821010481 0.0097337534375071255 -0.012434944622733993 0.014914303813627159 -0.0042749963157943096 -0.018462737162791527 0.013199741552037996 0.021957706158653011 -0.0018021759481140281 -0.0099264359297638882 0.0027361117003214248 -0.0055731710759621429 leaf_weight=318073.90652450116 33.576508522033691 60.717081159353256 73.173117376863956 334.5659267436713 12.74019096046686 58.280067920684814 15.947227776050566 1191.5556665807962 927.64961376786232 185.59437374770641 19.692973673343658 482.0716582685709 150.02505749464035 229.57236501574516 52.737294256687164 133.341428399086 19.81005921959877 13.501185223460196 11.36490538716316 71.628308281302452 20.839079782366753 29.185274228453636 102.12200928479433 66.109139889478683 79.389861643314362 45.454268991947174 32.13986748456955 88.240770429372787 778.57611826062202 295.60087774693966 leaf_count=1383739 169 296 324 1737 72 252 130 4971 5540 1043 101 2156 630 1156 220 846 114 72 47 301 88 119 642 293 337 214 161 364 3550 1379 internal_value=-2.85065e-05 -0.000817608 -0.00361974 -0.00516419 -0.0162541 -0.000554971 -0.000434616 0.000828548 -0.00154876 -0.00771798 -0.00153387 -0.00263193 0.00522259 -0.000704295 -0.0102712 -0.0140447 -0.0108953 -0.00904313 -0.00563765 0.00141084 0.00473766 -0.000911557 -0.00110279 -0.00436701 -0.000159638 0.00280208 0.0121162 0.00243317 0.00144708 -0.00792898 internal_weight=323689 5615.2 481.196 420.479 85.9133 5134.01 5075.73 2378.78 2696.95 252.482 1187.22 1021.25 165.972 815.476 205.772 153.034 218.906 199.096 333.405 103.832 92.4674 2444.47 2415.28 541.426 1873.86 179.716 77.5941 946.207 866.817 361.71 internal_count=1411063 27324 2429 2133 396 24895 24643 10646 13997 1398 5675 4915 760 3748 1167 947 1229 1115 1592 436 389 12599 12480 2689 9791 1017 375 4251 3914 1672 is_linear=0 shrinkage=0.03 Tree=662 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 2 3 0 1 1 0 2 2 0 0 1 1 3 2 2 0 0 2 0 0 0 2 1 split_gain=3.92384 13.4296 23.2089 34.2031 41.2168 37.6602 24.7936 17.4381 19.7234 18.7993 16.0509 23.4024 15.994 13.0199 11.7509 24.4482 14.5023 13.4228 22.5877 19.4912 11.4416 18.6444 44.7499 32.2304 80.8712 42.1158 28.3449 25.0252 34.6505 21.7294 threshold=6261.4145507812509 2.3904999494552617 11873.722656250002 1.532000005245209 7882.7980957031259 1.1054999828338625 1.5000000000000002 8430.8989257812518 1.6674999594688418 34.500000000000007 -4.4999999999999991 1.0000000180025095e-35 36.500000000000007 7019.5273437500009 10341.291015625002 62.500000000000007 35.500000000000007 -8.4999999999999982 -1.4999999999999998 1.7404999732971194 37774.541015625007 17012.167968750004 35.500000000000007 65.500000000000014 14106.575683593752 48.500000000000007 38.500000000000007 32.500000000000007 13578.460937500002 -5.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 8 10 -10 -5 13 -8 -12 17 16 -16 -9 -19 -20 21 22 27 25 -25 -24 -23 28 29 -4 right_child=1 -3 20 6 -6 -7 12 14 9 -11 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 26 23 24 -26 -27 -28 -29 -30 -31 leaf_value=5.1724401835325324e-05 0.0022647257685072097 3.2291501690005057e-05 -0.046129986113283977 -0.022875395414637723 0.00098263850455273605 -0.0063478944723433491 -0.014091242216076006 -0.024170139318180697 -0.0037817371540612619 0.0074209059571737198 0.012077777024369267 -0.012471654276099919 -0.0051006299514998656 -0.0023692089571650896 -0.0038653423809976795 -0.012284572931217071 0.004540114965386483 0.0031039185069373361 -0.013033819895206144 -0.004016026622425911 0.0011840114621364903 -0.0034188073740350228 -0.0023328105456270854 -0.025395490731213669 0.0051788942095430165 0.0030810741006935542 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-0.00285302 -0.00913148 0.0027905 -0.00456735 -0.00204038 0.000321624 -0.00664275 -0.00602025 -0.00810401 -0.000119922 -0.000480382 0.000676771 -0.000595186 -0.00997393 -4.39415e-05 -0.00132524 0.00504825 0.000528477 -0.00876112 internal_weight=323684 118503 32755.9 10847.2 7075.4 2261.45 3771.82 3051.8 1035.25 607.516 427.73 388.007 720.015 244.533 2016.56 909.348 738.965 1107.21 1069.23 870.444 21908.7 17163.9 7243.26 5610.72 311.469 5299.26 9920.61 1632.54 658.088 233.276 internal_count=1411063 522980 136250 45742 30058 10062 15684 12486 4244 2484 1760 1600 3198 1011 8242 3698 3006 4544 4388 3577 90508 70696 29888 23210 1265 21945 40808 6678 2700 956 is_linear=0 shrinkage=0.03 Tree=663 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 0 2 2 1 1 2 0 0 2 2 2 2 2 0 2 3 2 3 3 0 0 2 3 0 split_gain=3.69434 4.35855 13.4271 7.41871 10.901 17.5635 10.0799 6.32299 6.26368 7.76125 4.01347 7.76036 10.7035 6.20153 10.1397 5.90918 8.13641 8.5623 9.13327 8.24406 5.79793 9.3813 20.6996 17.3405 9.424 9.41182 7.1075 8.17473 6.32666 6.25909 threshold=11.500000000000002 21.500000000000004 4505.7285156250009 94494.871093750015 32790.857421875007 13836.183105468752 14.500000000000002 40758.552734375007 488.16123962402349 13.500000000000002 21.500000000000004 12411.391601562502 45.500000000000007 41.500000000000007 224.80538177490237 3991.455688476563 5579.1726074218759 14106.575683593752 15066.298339843752 31.500000000000004 5216.6582031250009 2.0774999856948857 8055.6518554687509 3.0835000276565556 1.469500005245209 42.500000000000007 27.500000000000004 464.60191345214849 2.9229999780654912 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 5 6 -4 -6 -2 -10 11 20 -13 14 -12 -16 19 -18 -19 -17 26 22 25 -23 -24 -22 27 28 -3 -25 right_child=1 10 3 -5 7 -7 -8 -9 9 -11 13 12 -14 -15 15 16 17 18 -20 -21 21 23 24 29 -26 -27 -28 -29 -30 -31 leaf_value=-1.3369144876483864e-05 0.014034798995015351 -0.005574570210535131 -0.017543432911225718 -0.0083603326420678397 0.022151783436011825 -0.015222050504555829 0.0081689124310295284 0.008159160790815816 -0.0017170321124886079 -0.019687848977125003 0.028001566526689125 -0.0082064870752602357 -0.00030126615909592812 -0.0011967391949239715 -0.0017011096337151261 0.020661798329581507 -0.0060881995327769865 0.026244606490498663 0.0028895453001092481 0.0043619271193996983 -0.025546775082896402 0.012096736313391521 0.012846119940970981 0.0042455525319380141 -0.0066779422218314517 -0.0046973556567352958 -0.0011504014499427266 -0.011309008440071282 0.022773919336975274 -0.01020250315899731 leaf_weight=318065.8607044461 10.267326742410658 16.799780875444416 15.101864382624624 37.481858655810356 39.569676950573921 45.541094794869423 150.16703560948372 109.48060768842697 43.037697285413742 43.481030568480492 13.393218964338301 352.8543756455183 273.73338677734137 1555.4680669750087 286.15853475034237 45.047076478600502 97.048979692161083 16.224244385957718 211.78152200579643 73.478801473975182 37.732642911374569 155.77687926590443 63.047970131039619 50.194725096225739 34.385420337319374 40.296621963381767 1598.2410549223423 123.21397060155869 12.252948999404905 58.363025367259979 leaf_count=1383739 44 93 61 152 178 187 626 468 223 266 71 1733 1151 7321 1347 190 418 69 886 312 256 636 304 207 194 250 8708 664 64 245 internal_value=-2.68291e-05 -0.000790009 0.00190059 0.0043413 0.00566426 0.00127382 0.00581938 0.0118739 -0.00811941 -0.0107485 -0.00104991 -0.00180898 -0.00475298 -0.000119675 0.00213475 0.00166001 0.0038283 0.00137484 0.00455143 0.0105569 -0.000966779 0.00211259 -0.00326529 0.00568237 0.00595584 -0.0147795 -0.00174044 -0.00793366 0.00638137 -0.00352204 internal_weight=323675 5609.62 494.128 397.342 359.86 210.81 165.269 149.05 96.7861 86.5187 5115.49 2816.89 626.588 2298.6 743.132 729.739 443.581 325.055 228.006 118.526 2190.31 439.797 175.463 264.335 97.4334 78.0293 1750.51 152.267 29.0527 108.558 internal_count=1411063 27324 2205 1672 1520 874 687 646 533 489 25119 14505 2884 10614 3293 3222 1875 1373 955 502 11621 2092 1004 1088 498 506 9529 821 157 452 is_linear=0 shrinkage=0.03 Tree=664 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 2 3 3 0 1 1 2 2 2 0 0 1 1 3 2 2 0 0 2 0 0 0 2 split_gain=3.70128 12.5728 21.8754 32.1185 38.7084 35.4928 23.277 16.4211 18.5607 17.8213 15.1532 15.1519 20.8687 12.0362 11.3689 11.0815 23.0141 13.6446 12.5449 21.2867 18.4261 10.7652 17.5314 42.1562 30.3625 76.2188 39.6292 26.6364 23.587 32.5656 threshold=6261.4145507812509 2.3904999494552617 11873.722656250002 1.532000005245209 7882.7980957031259 1.1054999828338625 1.5000000000000002 8430.8989257812518 1.6674999594688418 1.8989999890327456 36.500000000000007 -5.4999999999999991 1.0000000180025095e-35 7188.3642578125009 6704.7329101562509 10341.291015625002 62.500000000000007 35.500000000000007 -8.4999999999999982 -1.4999999999999998 1.7404999732971194 37774.541015625007 17012.167968750004 35.500000000000007 65.500000000000014 14106.575683593752 48.500000000000007 38.500000000000007 32.500000000000007 13578.460937500002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 14 7 8 11 -10 -8 -5 13 -13 -2 18 17 -17 -9 -20 -21 22 23 28 26 -26 -25 -24 29 -4 right_child=1 -3 21 6 -6 -7 10 15 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 20 -22 -23 27 24 25 -27 -28 -29 -30 -31 leaf_value=5.106811848974647e-05 -0.0040657429243292353 3.1448522412762668e-05 -0.0084853825547479885 -0.024499214399970513 0.00095031603555524884 -0.0061632564499484767 -0.013700354091079342 -0.023363643965841167 0.0077932817058119965 -0.0026865541397504984 -0.0049351973393008735 0.0098934731070495427 -0.0121214034266681 -0.0033715647511184691 0.0047684115669528728 -0.0037491799188363673 -0.011920481455298258 0.0044037622112879666 0.0030120021353990433 -0.012671394890719568 -0.0038970590170288801 0.0011507553660959173 -0.0033130627415955691 -0.0022618124297522539 -0.024668489807156805 0.005025834031288502 0.0029909202966773309 -9.2507319246521932e-05 0.0078656161155298363 0.0054628593705698097 leaf_weight=205179.11412779137 184.87565789371729 85745.775585168856 233.4941692724824 31.791652768850327 4814.376940138638 1623.1225897371769 321.37598171830177 38.104191064834595 363.70257778465748 244.02536246925592 396.54197340458632 106.35770687460899 143.19081379473209 146.16767786443233 450.81277342140675 370.84867517650127 170.31499174237251 368.14176678657532 198.73828685283661 393.70441494882107 475.61991792917252 4744.4935165084898 3666.7856077328324 3057.9356562048197 154.15759879350662 157.05359584093094 2239.2669579163194 6252.3864464685321 974.20912326872349 424.58409976959229 leaf_count=888083 828 386730 956 128 19996 7311 1446 156 1483 1001 1752 438 589 605 1923 1507 692 1499 811 1634 1943 19812 14970 12563 625 640 9382 25838 3978 1744 internal_value=-2.60264e-05 -0.000159522 -0.000659578 -0.00176171 -0.000569833 -0.00380984 -0.0039987 -0.00285495 0.000216123 0.00358524 -0.00885892 -0.00457327 -0.00297243 0.00221535 0.0021992 -0.00443239 -0.00197888 0.000312359 -0.00644926 -0.00584582 -0.00787083 -0.000114066 -0.000463773 0.000658554 -0.000576369 -0.00968317 -4.13441e-05 -0.00128304 0.00490166 0.000513854 internal_weight=323671 118492 32746.2 10841.8 7073.19 2258.81 3768.63 3050.71 1035.24 607.728 717.918 427.508 395.716 252.525 635.688 2015.47 909.305 738.99 1106.17 1068.06 869.324 21904.4 17159.9 7240.7 5608.41 311.211 5297.2 9919.17 1632.29 658.078 internal_count=1411063 522980 136250 45742 30058 10062 15684 12486 4244 2484 3198 1760 1632 1043 2751 8242 3698 3006 4544 4388 3577 90508 70696 29888 23210 1265 21945 40808 6678 2700 is_linear=0 shrinkage=0.03 Tree=665 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 2 0 2 0 1 0 0 1 0 0 1 1 1 3 3 1 3 0 3 1 1 1 0 split_gain=4.01727 13.2919 10.6628 6.98197 27.4923 12.6671 8.25604 6.72608 19.0915 10.6236 55.826 6.70943 6.65103 12.9638 5.90241 7.66451 5.75872 6.66339 8.39781 5.63651 5.42939 10.1313 9.28636 8.94059 7.83205 6.82099 5.76475 9.7386 5.25277 10.2843 threshold=79162.558593750015 21.500000000000004 24.500000000000004 2.5000000000000004 99995.847656250015 84255.890625000015 1.5000000000000002 84255.890625000015 3.5000000000000004 99995.847656250015 10.500000000000002 1.0000000180025095e-35 15.500000000000002 19.500000000000004 1.5000000000000002 11.500000000000002 17.500000000000004 1.0000000180025095e-35 -2.4999999999999996 -8.4999999999999982 1.532000005245209 1.2994999885559084 3.5000000000000004 1.7404999732971194 61.500000000000007 1.9854999780654909 -5.4999999999999991 -1.4999999999999998 1.0000000180025095e-35 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 6 -2 8 -5 10 -9 -8 14 -14 -12 -16 -11 18 -18 -7 21 22 -4 24 28 -25 -27 -28 29 -22 right_child=1 2 20 7 -6 19 11 9 -10 16 12 -13 13 -15 15 -17 17 -19 -20 -21 23 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=3.8588888428862525e-05 -0.022217738954764116 0.0043679751082346266 0.002524747809976885 -0.029752319196557096 0.0020093012952635144 -0.024858160334124142 -0.0016347616264001275 0.009251887173928627 -0.0031670144988771034 -0.0014681558357847789 0.0014624157535258757 0.013261562506271168 -0.010010486105895187 0.00012207122754856901 -0.027534392940896442 -0.0026266269992768218 0.0059960031659781155 0.0038592484708848893 -0.003476575800161065 -0.0045530797743297624 0.00013694070214045716 -0.0095834176652952671 -0.02429052826253739 -0.0063791468561659017 0.01612778071340501 0.009106593530207454 -0.00401967614337723 0.00104498555262637 -0.0047448559268018671 0.030783376022976774 leaf_weight=301397.18129487091 9.0519340792670828 714.85752205550671 196.89040847867727 25.670736953616142 2651.8736844589002 12.465135239996014 44.187567446380854 519.32395090162754 458.90944936499 10505.854061242193 299.95121945440769 70.837118417024612 265.89011950790882 198.46601899713278 14.887179434299467 43.925172731280327 108.70027924329042 409.16321764886379 374.18157865107059 951.32601263001561 32.337695688009262 135.6824694648385 12.352342948317526 127.65061511099339 61.294940404593945 71.559994846582413 382.25294783711433 3220.3816874120384 46.988122671842575 14.174936696887015 leaf_count=1302022 110 2902 845 134 25324 114 298 2196 1860 44073 1206 287 1077 807 60 177 444 1704 1533 4400 131 606 62 543 317 349 1895 14082 204 80 internal_value=1.00336e-05 -0.000381506 0.000975136 -0.000782664 0.00036183 -0.00365418 0.00536814 -0.0011063 -0.00457538 -0.000974357 0.00154988 0.00753903 -0.00330947 -0.00567983 -0.000241471 -0.00893153 -0.00127166 0.0010425 -0.00134423 -0.00481569 0.000411296 -0.00319851 0.000941747 0.000725986 0.00779337 0.000438231 0.000675083 0.000507606 0.0023297 0.00947658 internal_weight=323378 21981.1 5016.42 16964.7 3739.74 1087.87 124.077 13224.9 484.58 12740.3 1342.44 115.025 823.12 464.356 358.764 58.8124 11397.9 892.045 482.882 963.791 4301.57 344.925 209.243 3956.64 154.796 3801.85 3674.19 3602.63 93.5008 46.5126 internal_count=1409842 107820 22016 85804 30533 5209 695 55271 1994 53277 5523 585 3327 1884 1443 237 47754 3681 1977 4514 19114 1513 907 17601 732 16869 16326 15977 415 211 is_linear=0 shrinkage=0.03 Tree=666 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 2 2 0 2 0 2 0 0 0 1 1 1 0 0 1 1 1 1 0 3 3 1 3 0 3 split_gain=3.77996 12.5086 10.0251 6.58715 6.53675 25.4539 12.4874 7.9287 6.32646 17.6789 9.95774 52.5373 6.34343 12.0324 5.84683 5.79891 5.55744 7.236 5.47832 6.27756 7.86672 5.30506 10.0281 8.33432 5.11066 9.53777 8.81335 8.45926 7.45278 6.41807 threshold=79162.558593750015 21.500000000000004 24.500000000000004 -47.499999999999993 2.5000000000000004 99995.847656250015 84255.890625000015 1.5000000000000002 84255.890625000015 4.5000000000000009 99995.847656250015 10.500000000000002 15.500000000000002 19.500000000000004 -8.4999999999999982 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 17.500000000000004 1.0000000180025095e-35 -2.4999999999999996 -1.4999999999999998 -8.4999999999999982 1.5000000000000002 1.532000005245209 1.2994999885559084 3.5000000000000004 1.7404999732971194 61.500000000000007 1.9854999780654909 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 -2 5 6 7 -5 9 -6 11 -10 16 -14 -8 -9 -13 -18 -12 20 -20 22 -7 -24 25 26 -4 28 -26 -29 right_child=1 2 24 4 8 21 14 15 10 -11 18 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 27 -27 -28 29 -30 -31 leaf_value=3.7431257244374586e-05 0.020620956176530956 0.0042349375757004259 0.0024480432044968335 -0.021687564945700639 -0.026101294497980692 0.011964709717020537 -0.025191678968427191 -0.00097354560913584423 0.0089651587524489547 -0.0029363902607578976 -0.0014403203594550986 0.0014185081143899981 -0.009720441376070971 4.9104188352820424e-05 -0.0044181129285149117 0.012883833519470929 -0.026771452491128611 -0.0025483413809501104 0.0057954453935617637 0.0037405838862216313 -0.0033741075743689954 0.0022570586502020972 0.012461730547562822 -0.010245658371361453 0.0022666348232794281 -0.0093007540320914437 -0.023794164955908751 -0.0061878985687228109 0.015763785928650811 0.00065488642880841481 leaf_weight=301397.00065103127 12.959332669270223 715.18958434462547 196.96661441028118 8.9958864133805019 31.72771068662405 30.551349904853851 12.352236677892504 44.140314534306526 518.33287761360407 452.94778130948544 10498.498651735485 299.95841786265373 265.613436460495 198.06921105086803 950.98141383752227 70.728166908025742 14.852614313364027 43.916450142860413 108.67438401281834 409.47418443858624 373.9818634390831 2489.8675069911405 16.797898630611598 108.56958241760731 93.266417488455772 135.61294117569923 12.233536168932913 127.64805780351162 60.836005941033363 3673.9711335445754 leaf_count=1302022 671 2902 845 110 160 853 108 296 2191 1831 43946 1206 1077 803 4400 287 60 177 443 1704 1533 21228 1667 1053 415 606 62 543 317 16326 internal_value=9.73419e-06 -0.000370097 0.000946054 -0.000759287 -0.000775635 0.000332908 -0.00353159 0.0054348 -0.00108875 -0.00445281 -0.000960684 0.0014848 -0.00322978 -0.00554723 -0.00468448 0.00755888 -0.000234291 -0.00867021 -0.00124853 0.00100841 -0.0013095 0.0019209 -0.00344729 -0.00720311 0.000399104 -0.00310373 0.00091346 0.00070444 0.00759499 0.000425124 internal_weight=323375 21977.7 5015.72 16962 16949 3732.98 1087.2 123.864 13216 484.675 12731.4 1340.74 822.41 463.683 963.334 114.868 358.727 58.7691 11390.6 892.13 482.656 2645.79 155.919 125.367 4300.53 344.813 209.2 3955.72 154.102 3801.62 internal_count=1409842 107820 22016 85804 85133 30002 5201 693 55131 1991 53140 5514 3323 1880 4508 583 1443 237 47626 3680 1976 24801 3573 2720 19114 1513 907 17601 732 16869 is_linear=0 shrinkage=0.03 Tree=667 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 2 2 0 2 0 2 0 0 0 1 1 1 0 0 1 1 1 1 0 0 1 0 0 1 3 split_gain=3.55655 11.7707 9.42598 6.3052 6.15018 23.9608 11.753 7.4882 5.94531 16.4639 9.37029 49.4842 5.97415 11.3404 5.47072 5.3887 5.23299 6.83446 5.15434 5.90259 7.40228 4.98946 9.45147 7.81807 4.97076 8.21264 12.893 8.0046 7.59987 4.81057 threshold=79162.558593750015 21.500000000000004 24.500000000000004 -47.499999999999993 2.5000000000000004 99995.847656250015 84255.890625000015 1.5000000000000002 84255.890625000015 3.5000000000000004 99995.847656250015 10.500000000000002 15.500000000000002 19.500000000000004 1.0000000180025095e-35 -4.4999999999999991 1.5000000000000002 11.500000000000002 17.500000000000004 1.0000000180025095e-35 -2.4999999999999996 -1.4999999999999998 -8.4999999999999982 1.5000000000000002 7.5000000000000009 3.5000000000000004 6.5000000000000009 11.500000000000002 3.5000000000000004 1.532000005245209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 -2 5 6 7 -5 9 -6 11 -10 16 -14 -9 -8 -13 -18 24 20 -20 22 -7 -24 25 -12 -27 -26 -29 -4 right_child=1 2 29 4 8 21 15 14 10 -11 18 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 23 -25 27 26 -28 28 -30 -31 leaf_value=3.6308357996964815e-05 0.020369376203957533 0.0041060487979791048 -0.0030117909098652702 -0.021163227115839647 -0.027410988811912326 0.011725334521071823 -0.020829180704647371 -0.00094376111197484389 0.008706050702822276 -0.0029932359114471256 -0.00098524130467204821 0.0013759218301362206 -0.0094389632965721313 4.7630796173513277e-05 0.012517363196491825 -0.0042352810350954817 -0.026037438176433864 -0.0024723829448204202 0.0056192430241186909 0.0036256803367228892 -0.0032746251180958592 0.0021914174234696571 0.012238546029181632 -0.0098594528472094912 -0.0034079165785861681 0.014504221883340714 -0.0082290831233839627 -0.00039659135501159294 -0.007666999717075058 0.00068348620503042804 leaf_weight=301396.82539055438 12.729312176466918 715.50529292225838 344.69691687077284 8.9430218683555704 26.275625094771385 30.244513884652406 17.947252714075148 44.166966766119003 517.75551531463861 458.71877810359001 5956.2232052311301 299.96510274708271 265.33254680037498 198.07025068998337 70.616619482636452 945.26181295514107 14.813766866922377 43.907845318317413 108.71891793608665 409.7730211019516 373.78602260351181 2487.5514585347846 16.594217572361231 109.42437902837992 2264.8889654278755 72.606126472353935 32.504767969250679 2034.3574960976839 138.18873873353004 3954.843255081214 leaf_count=1302022 671 2902 1513 110 134 853 147 296 2191 1857 25293 1206 1077 803 287 4361 60 177 443 1704 1533 21228 1667 1053 9275 296 131 8373 578 17601 internal_value=9.44413e-06 -0.000359021 0.000917803 -0.000736589 -0.000752443 0.000323213 -0.00342641 0.00527767 -0.00105609 -0.00431612 -0.000931899 0.00144124 -0.00313417 -0.00538415 0.00733773 -0.00454447 -0.000227332 -0.00841717 -0.00121103 0.000977963 -0.00127064 0.00186477 -0.00333507 -0.00694957 -0.00139707 -0.000838546 0.00747412 -0.00216 -0.000859039 0.000387233 internal_weight=323371 21974.4 5015.05 16959.4 16946.6 3730.75 1086.94 123.727 13215.9 484.994 12730.9 1339.85 822.09 463.403 114.784 963.209 358.687 58.7216 11391 892.278 482.505 2643.81 156.263 126.019 10498.8 6061.33 105.111 4437.44 2172.55 4299.54 internal_count=1409842 107820 22016 85804 85133 30002 5201 693 55131 1991 53140 5514 3323 1880 583 4508 1443 237 47626 3680 1976 24801 3573 2720 43946 25720 427 18226 8951 19114 is_linear=0 shrinkage=0.03 Tree=668 num_leaves=31 num_cat=0 split_feature=2 0 0 1 0 2 2 0 2 0 2 0 0 0 1 1 1 0 0 1 1 0 1 1 0 0 1 0 0 1 split_gain=3.34651 11.0764 8.86333 6.03449 5.78712 22.5548 11.0616 7.07104 5.58739 15.3395 8.81815 46.6087 5.62638 10.6885 5.16132 4.98826 4.9278 6.45776 4.85004 5.55017 6.96532 4.80704 4.69276 8.90891 7.33633 4.6819 7.73727 12.1554 7.53766 7.16412 threshold=79162.558593750015 21.500000000000004 24.500000000000004 -47.499999999999993 2.5000000000000004 99995.847656250015 84255.890625000015 1.5000000000000002 84255.890625000015 4.5000000000000009 99995.847656250015 10.500000000000002 15.500000000000002 19.500000000000004 1.0000000180025095e-35 -8.4999999999999982 1.5000000000000002 11.500000000000002 17.500000000000004 1.0000000180025095e-35 -2.4999999999999996 20.500000000000004 -1.4999999999999998 -8.4999999999999982 1.5000000000000002 7.5000000000000009 3.5000000000000004 6.5000000000000009 11.500000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 -2 5 6 7 -5 9 -6 11 -10 16 -14 -9 -8 -13 -18 25 20 21 -20 23 -7 -25 26 -12 -28 -27 -30 right_child=1 2 -4 4 8 22 15 14 10 -11 18 12 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 24 -26 28 27 -29 29 -31 leaf_value=3.5219127122567094e-05 0.020117359168558863 0.0039811708914601514 0.00037566730006151643 -0.020645087602047037 -0.024143056781425302 0.011488617751926227 -0.023049773487999824 -0.00091490512058318833 0.0084544551163433217 -0.0027585552844138416 -0.00095555176082084351 0.0013346159128968108 -0.0091657635515622771 4.6201870898497348e-05 0.012161728968637799 -0.0041584596055668291 -0.02533040926481462 -0.0023986822802754579 0.0086231309401108465 0.0035144080962313906 -0.0031780443287745524 -0.0070817946192826787 0.0021276298863288378 0.012016731736057409 -0.0094908535970802763 -0.0033072035319176296 0.014097668600191375 -0.007988030668914339 -0.00038471830584217454 -0.0074488080984544455 leaf_weight=301396.65506816166 12.505520788603461 715.80551733076572 4298.9560491163284 8.8932157205417735 32.345448598265648 29.946228043874726 12.748366859741507 44.192805424332619 517.17735626548529 452.93912290036678 5957.0357871204615 299.97129648923874 265.04831491410732 198.0712569206953 70.502890974283218 950.36480323970318 14.771080508828161 43.899364709854126 86.775716215372086 410.06024815142155 373.59407253563404 21.984729751944542 2485.30090174824 16.396537342108786 110.25103496015072 2263.8605738282204 72.461179450154305 32.481436759233475 2034.2302765548229 137.97280558943748 leaf_count=1302022 671 2902 19114 110 160 853 108 296 2191 1831 25293 1206 1077 803 287 4400 60 177 353 1704 1533 90 21228 1667 1053 9275 296 131 8373 578 internal_value=9.16237e-06 -0.00034829 0.000890316 -0.000714614 -0.00072999 0.000313791 -0.00332428 0.00512508 -0.0010245 -0.00418389 -0.000904052 0.00139896 -0.00304143 -0.00522591 0.00712324 -0.00440852 -0.000220587 -0.00817206 -0.00117477 0.000948446 -0.00123293 0.00544855 0.00181025 -0.00322684 -0.00670636 -0.00135526 -0.000813296 0.00726179 -0.00209586 -0.000833411 internal_weight=323367 21970.5 5014.76 16955.8 16943.3 3728.6 1086.7 123.589 13214.7 485.285 12729.4 1338.94 821.761 463.12 114.696 963.113 358.642 58.6704 11390.5 892.415 482.355 108.76 2641.89 156.594 126.648 10498 6061.98 104.943 4436.06 2172.2 internal_count=1409842 107820 22016 85804 85133 30002 5201 693 55131 1991 53140 5514 3323 1880 583 4508 1443 237 47626 3680 1976 443 24801 3573 2720 43946 25720 427 18226 8951 is_linear=0 shrinkage=0.03 Tree=669 num_leaves=31 num_cat=0 split_feature=1 2 0 0 1 0 2 2 0 2 0 2 0 0 0 1 1 0 1 1 0 1 1 0 2 2 0 0 0 0 split_gain=3.23856 3.39165 10.1586 8.41184 5.77456 5.44548 21.2315 10.4112 6.67607 5.25122 14.2679 8.29856 43.9004 5.29887 10.0742 4.86957 4.64066 6.10402 4.62613 4.56637 4.56369 5.21894 6.55395 4.52062 4.50858 28.875 15.1282 33.1984 11.2232 11.1149 threshold=25.500000000000004 79162.558593750015 21.500000000000004 24.500000000000004 -47.499999999999993 2.5000000000000004 99995.847656250015 84255.890625000015 1.5000000000000002 84255.890625000015 3.5000000000000004 99995.847656250015 10.500000000000002 15.500000000000002 19.500000000000004 1.0000000180025095e-35 1.5000000000000002 11.500000000000002 -4.4999999999999991 -11.499999999999998 17.500000000000004 1.0000000180025095e-35 -2.4999999999999996 20.500000000000004 55938.710937500007 58108.183593750007 91.500000000000014 88.500000000000014 93.500000000000014 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 24 4 -4 -3 6 7 8 -6 10 -7 12 -11 16 -15 -10 -14 -18 19 -9 -13 22 23 -22 -1 -26 27 29 -28 -27 right_child=-2 2 3 -5 5 9 -8 18 15 11 -12 20 13 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=2.3643805503497068e-05 -0.0012950344702802408 0.019864941099959673 0.0038601723173978908 0.00034309014845158322 -0.02013349491619594 -0.025324557454879701 0.0017572894119285945 -0.0010772591601020875 -0.00088694752162957028 0.0082101357821547562 -0.0028123893837859776 -0.0013146967953494028 0.0012945525591832418 -0.008900568721246227 4.481525215828649e-05 0.011816532842140962 -0.024648613780468558 -0.0023271712529972415 -0.0039864829171338424 -0.031506257559625508 0.0083592995855171128 0.0034066462996421095 -0.0030842796051734566 -0.0068716208501522266 0.0055343635225842342 0.0024444922243097014 -0.021763258474741663 0.016654469140767601 0.0033228119315120404 -0.00073136581150071568 leaf_weight=292404.59105152532 1705.2755917506292 12.287807361688463 716.09107287228107 4211.386464856565 8.8463418064638955 26.819038532674313 2640.025480231503 7.4650187874212888 44.217858515679836 516.5994810461998 458.74847677350044 10497.309980064631 299.97704231739044 264.76153679192066 198.07223568856716 70.387383386492729 14.724966943264006 43.89101168513298 944.56885856576264 10.947864985093473 86.828225672245026 410.33638627827168 373.40601408481598 21.977546319365501 992.7168340627104 1239.6666558040306 49.044527694582939 108.3455927670002 23.859070923179388 4960.3260798044503 leaf_count=1260647 7737 671 2902 18518 110 134 24801 71 296 2191 1857 43946 1206 1077 803 287 60 177 4361 76 353 1704 1533 90 4764 7994 202 490 130 20654 internal_value=8.88889e-06 1.58017e-05 -0.000344784 0.000854214 -0.000693296 -0.000708209 0.000304638 -0.00322529 0.00497692 -0.000993852 -0.00405579 -0.000877039 0.00135793 -0.00295146 -0.00507234 0.00691518 -0.000214047 -0.00793456 -0.0042768 -0.0191696 -0.00113959 0.000919821 -0.00119633 0.00528282 4.21194e-05 0.000774746 3.43023e-05 0.000191331 -0.0135534 -9.63642e-05 internal_weight=323364 321658 21879.7 4927.48 16952.2 16939.9 3726.46 1086.43 123.452 13213.5 485.568 12727.9 1338.03 821.427 462.834 114.605 358.593 58.616 962.982 18.4129 11389.9 892.548 482.212 108.806 299779 7373.96 6381.24 6308.34 72.9036 6199.99 internal_count=1409842 1402105 107224 21420 85804 85133 30002 5201 693 55131 1991 53140 5514 3323 1880 583 1443 237 4508 147 47626 3680 1976 443 1294881 34234 29470 29138 332 28648 is_linear=0 shrinkage=0.03 Tree=670 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 2 1 0 0 0 2 2 1 2 2 2 2 1 0 1 1 0 2 2 2 1 1 0 2 split_gain=2.49303 15.9533 33.9332 26.518 16.9838 28.7519 15.4657 12.5796 12.7858 24.1139 21.7082 20.3016 34.9007 17.2652 21.8527 16.2804 15.0441 39.0716 36.397 30.7793 23.6184 14.3105 14.0742 12.0396 17.0102 20.2063 15.4523 13.425 11.948 12.7149 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 3600.6882324218755 3673.091186523438 6704.7329101562509 -3.4999999999999996 13.500000000000002 10.500000000000002 22.500000000000004 5006.9262695312509 3755.7348632812505 2.5000000000000004 5832.3920898437509 6704.7329101562509 4417.2790527343759 4326.6347656250009 1.0000000180025095e-35 5.5000000000000009 -1.4999999999999998 7.5000000000000009 24.500000000000004 2770.7851562500005 3527.054809570313 3600.6882324218755 2.5000000000000004 1.5000000000000002 9.5000000000000018 2983.330444335938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -6 -7 -5 9 15 -10 12 -12 -13 21 16 17 20 19 -18 28 -15 -14 -22 -25 27 -27 -26 29 -9 right_child=-2 -3 3 7 5 6 -8 8 10 -11 11 13 22 14 -16 -17 18 -19 -20 -21 23 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=8.9675553409718836e-06 5.4852749115457013e-05 0.00019539344265749934 -0.0042454632614934941 0.00096026063908220686 0.041106524277286303 0.0039728326627911639 -0.0069069102633107079 0.0086442870889954903 -0.0042772622386352327 0.0019136916459584039 -0.0010923326807574807 -0.00066154389713046801 -0.0066949950888047617 -0.010051534167017163 0.011520732479263867 0.0073282534322925879 -0.018978256099957846 0.02467923692352569 -0.01168952739973622 0.0019088030372344576 -0.0096349310921112052 0.017101368574437004 -0.018754726822031019 0.0034785892336978057 -0.0037608303233198723 -0.0029890893921721783 0.0082028222747707932 -0.038927865879373365 0.0025413617596751269 -0.01753716825970578 leaf_weight=36032.774915190414 206050.40378750674 65170.298062343267 322.21201074868441 1161.4755862653255 17.975996725261211 1204.8779555020155 130.30867928266525 18.626079007983208 4995.6619390398264 1623.5633464306593 851.53004348278046 1970.7199510484934 185.78868742287159 87.352608695626259 244.47825603187084 145.34748853743076 72.555516928434372 50.00660414993763 508.53980265557766 508.52776208519936 138.82356490194798 21.835518345236778 163.95202581584454 643.30350852012634 17.332427605986595 1077.9372565895319 123.77581444382668 22.391005039215088 44.508780047297478 160.95907224714756 leaf_count=158609 876966 300435 1574 5688 87 10522 684 91 20519 6839 3601 8001 749 350 980 625 330 215 2171 2175 643 88 661 2842 75 4621 548 107 191 726 internal_value=-8.06913e-06 -0.000118206 -0.000507141 -0.00163324 0.00194448 0.00341842 0.00291101 -0.00203718 -0.00229172 -0.00111256 -0.00300522 -0.0012028 -0.00436944 0.000433766 0.00653712 -0.0025034 -0.00292527 -0.00154846 -0.00582852 -0.000699208 -0.00213198 -0.00462148 -0.0123484 -0.0011086 -0.000480581 -0.00253219 -0.00183633 -0.0235835 -0.0113731 -0.0148217 internal_weight=323768 117717 52547.1 16514.4 1675.37 1353.16 1335.19 14839 13677.5 5156.2 8521.32 3525.66 1201.27 2324.39 353.666 3532.63 3387.29 2297.66 1089.62 581.083 2247.66 109.188 349.741 2023.56 1884.74 1241.44 1201.71 39.7234 224.094 179.585 internal_count=1411713 534747 234312 75703 12867 11293 11206 62836 57148 22199 34949 14430 5011 9419 1418 15360 14735 10059 4676 2505 9844 438 1410 8836 8193 5351 5169 182 1008 817 is_linear=0 shrinkage=0.03 Tree=671 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 2 1 0 0 0 2 2 1 2 2 2 2 1 0 1 1 0 2 0 2 1 1 1 2 split_gain=2.34574 15.0112 31.9342 24.9558 15.9869 27.2744 14.5558 11.8361 12.0291 22.6931 20.4288 19.1044 32.8469 16.2463 20.5587 15.3213 14.1908 36.8264 34.416 28.7807 22.1108 13.4721 13.2488 11.6828 20.6867 25.7401 31.2061 21.027 21.005 17.7767 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 3600.6882324218755 3673.091186523438 6704.7329101562509 -3.4999999999999996 13.500000000000002 10.500000000000002 22.500000000000004 5006.9262695312509 3755.7348632812505 2.5000000000000004 5832.3920898437509 6704.7329101562509 4417.2790527343759 4326.6347656250009 1.0000000180025095e-35 5.5000000000000009 -1.4999999999999998 7.5000000000000009 24.500000000000004 11333.392578125002 17.500000000000004 20123.864257812504 1.0000000180025095e-35 -5.4999999999999991 -22.499999999999996 12411.391601562502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 -6 -7 -5 9 15 -10 12 -12 -13 21 16 17 20 19 -18 -9 -15 -14 -3 -25 26 28 -27 -26 -30 right_child=-2 23 3 7 5 6 -8 8 10 -11 11 13 22 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=8.6985400911556403e-06 5.3207118909864025e-05 0.0010248484026761039 -0.0041162808731058488 0.00093182740143583226 0.040154039540453879 0.0038569055890107892 -0.0066952579288141866 -0.010991114308129031 -0.0041493134342341651 0.0018561315786615419 -0.0010596472584826627 -0.00064166926288930048 -0.0064950742246749592 -0.0097540634335902127 0.011174428308191382 0.0071094613688382014 -0.018288916463127539 0.023987096800918931 -0.011371915373523106 0.001852387410238506 -0.001075637275303631 0.016599540106059529 -0.018197096757966397 0.00026363602852414554 -0.034862860453511911 -0.0063286221509398213 -0.010708503507836056 -0.00022776869454482047 -0.014335378721219892 0.0011809132987841827 leaf_weight=36032.76368935965 206050.56487271702 12239.154397272505 322.3521793037653 1161.0156211405993 17.852207370102406 1203.8756741879042 130.39386823773384 224.90314136445522 4995.224189683795 1623.691694304347 851.46284818649292 1970.8068852424622 185.76250329613686 87.316651239991188 244.49291095137596 145.32623243331909 73.024232730269432 49.907539144158363 507.08316342532635 508.29829366505146 2023.2626127451658 21.820985481142998 163.90749287605286 43996.136704245233 16.317576013505459 547.5717281550169 543.91897973418236 7114.4085068404675 74.191776990890503 637.14441853761673 leaf_count=158609 876966 51818 1574 5688 87 10522 684 1008 20519 6839 3601 8001 749 350 980 625 330 215 2171 2175 8836 88 661 212439 71 2252 2207 28757 309 2582 internal_value=-7.8271e-06 -0.000114664 -0.000491951 -0.00158449 0.00188726 0.00331853 0.00282568 -0.0019763 -0.00222318 -0.00107935 -0.00291524 -0.00116675 -0.00423886 0.000420742 0.00634163 -0.00242889 -0.00283822 -0.00150173 -0.00566009 -0.000677711 -0.00206757 -0.00448492 -0.0119804 0.000189536 -3.61683e-06 -0.00131979 -0.00527268 -0.000663773 -0.00120941 -0.000437423 internal_weight=323764 117713 52544.5 16511.8 1674.47 1352.12 1334.27 14837.3 13676.3 5155.5 8520.79 3525.57 1201.13 2324.44 353.631 3531.81 3386.48 2298.07 1088.41 581.323 2248.17 109.138 349.67 65168.8 52929.7 8933.55 1271.57 7661.98 727.654 711.336 internal_count=1411713 534747 234312 75703 12867 11293 11206 62836 57148 22199 34949 14430 5011 9419 1418 15360 14735 10059 4676 2505 9844 438 1410 300435 248617 36178 5169 31009 2962 2891 is_linear=0 shrinkage=0.03 Tree=672 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 0 0 2 2 1 3 3 1 1 0 0 1 0 2 0 2 0 1 1 2 2 2 0 1 2 split_gain=2.28074 16.3106 14.4648 15.6106 14.8225 10.6126 19.813 7.40518 22.2835 15.7484 15.053 19.8145 13.6106 8.61354 7.34316 7.14907 10.3435 10.2956 83.7906 24.8432 9.84239 11.5423 10.7723 8.14364 7.61225 17.3538 13.8851 23.6772 11.4048 12.7274 threshold=224.80538177490237 219.02408599853518 1.0000000180025095e-35 55.500000000000007 54.500000000000007 39.500000000000007 41.500000000000007 215.8664245605469 210.22515869140628 1.0000000180025095e-35 1.247500002384186 1.469500005245209 8.5000000000000018 1.5000000000000002 42.500000000000007 41.500000000000007 15.500000000000002 44.500000000000007 194.10739898681643 43.500000000000007 184.1896667480469 45.500000000000007 -18.499999999999996 1.0000000180025095e-35 142.00050354003909 161.39817047119143 173.86003112792972 42.500000000000007 1.0000000180025095e-35 112.33882141113283 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 5 4 -4 -3 -7 8 15 -9 13 14 -13 -10 -12 -1 17 18 24 -20 22 23 -19 -22 28 -26 27 -27 -17 -30 right_child=-2 2 3 -5 -6 6 -8 9 10 -11 11 12 -14 -15 -16 16 -18 20 19 -21 21 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.00096805183364236927 1.7453251119854153e-05 -0.0026922335578188875 0.0015063826270959914 -0.0081203634391580626 0.024615040346116106 -0.023001699806651558 -0.0061796387569671568 -0.0010425244708046854 -0.0021466020554360091 0.005802800248607627 -0.020415823727967079 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41.099302381277084 leaf_count=21892 1285957 1108 1510 695 110 349 954 2633 1084 2513 522 2414 92 406 121 837 956 115 826 128 120 16438 56998 55 213 87 11564 203 647 166 internal_value=-7.59192e-06 -0.00026074 -0.00383002 -0.000184688 0.0032197 -0.00705186 -0.0107753 -0.000119637 -0.000223372 0.00217172 -0.00445615 -0.00693616 -0.00447477 0.000627681 -0.0169679 -4.67399e-05 -0.000292969 -0.00024043 -0.00174315 -0.0201398 5.8966e-05 0.00138027 -0.000331404 0.016881 -0.000545123 -0.00108373 -0.000769572 0.0125993 0.00341445 0.00834842 internal_weight=323758 29147.3 1108.44 520.044 363.922 588.4 317.357 28038.8 26824.4 1214.41 1074.54 722.221 579.929 352.317 142.291 25749.9 20721.9 20595.4 3421.64 209.199 17173.7 3916.7 13257 42.7627 3212.44 2827.78 2778.14 68.2039 384.653 201.148 internal_count=1411713 125756 4726 2315 1620 2411 1303 121030 115884 5146 4639 3149 2506 1490 643 111245 89353 88397 14671 954 73726 16613 57113 175 13717 12067 11854 290 1650 813 is_linear=0 shrinkage=0.03 Tree=673 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 2 2 2 1 0 0 0 2 2 1 2 2 2 2 1 0 1 1 0 2 2 1 0 2 split_gain=2.25114 14.1512 30.0171 23.4853 15.0486 25.8837 13.6994 11.3354 17.4574 11.1364 11.3185 21.3548 19.2246 17.9784 30.9179 15.2885 19.3427 14.4184 13.3876 34.7152 32.5407 26.9221 20.708 12.6838 12.4767 11.5229 12.3697 12.711 11.5091 16.9094 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 3600.6882324218755 3673.091186523438 6704.7329101562509 181.1947937011719 67.829120635986342 -3.4999999999999996 13.500000000000002 10.500000000000002 22.500000000000004 5006.9262695312509 3755.7348632812505 2.5000000000000004 5832.3920898437509 6704.7329101562509 4417.2790527343759 4326.6347656250009 1.0000000180025095e-35 5.5000000000000009 -1.4999999999999998 7.5000000000000009 24.500000000000004 2928.0368652343755 3600.6882324218755 1.0000000180025095e-35 5.5000000000000009 4805.4782714843759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 -6 -7 8 -1 -5 11 17 -12 14 25 -15 23 18 19 22 21 -20 -11 -17 -16 -14 -27 -28 29 -22 right_child=-2 -3 3 9 5 6 -8 -9 -10 10 12 -13 13 15 24 16 -18 -19 20 -21 28 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.01696459913981244 5.2423184803755174e-05 0.00018333744433549122 -0.0039916327985495973 0.00090370885881359048 0.039237365538116631 0.0037437730822283367 -0.0064908102604721747 -4.8191976899356486e-05 0.006989744962648225 -0.010625009873525651 -0.0040257365463597103 0.0017997855087405221 -0.011588349884063792 -0.00062291638775835564 -0.0063017519109653366 -0.0094662586031430546 0.010838724145289171 0.0068967926779605745 -0.017632119595388154 0.023318117729036213 -0.029194671345590114 0.0017971022249649768 -0.0010439323678619297 0.016113850096346877 -0.017659360161446199 0.006272841028829826 0.0023359590752568449 -0.0067469117672905943 -0.012630971273033717 0.011008662431989119 leaf_weight=29.677270535379648 206048.8048802577 65164.920042644953 322.48604680970311 1160.5606662184 17.722923554480076 1202.894474532106 130.47524916380644 35649.318525973707 353.92284726724029 225.67216871678829 4994.7612278163433 1623.8149003982544 83.841952234506607 1970.8885373771191 185.7333017885685 87.277642443776131 244.49170617759228 145.30258543789387 73.467315867543221 49.799687668681145 12.133372142910956 508.07277509570122 2023.1855347305536 21.803881525993347 163.83746807277203 212.86344282329082 275.59187702834606 279.10104039311409 451.47302924096584 42.035152822732925 leaf_count=239 876966 300435 1574 5688 87 10522 684 156667 1703 1008 20519 6839 347 8001 749 350 980 625 330 215 53 2175 8836 88 661 885 1121 1248 1930 188 internal_value=-7.36701e-06 -0.000112031 -0.000478359 -0.0015377 0.00183118 0.003221 0.00274228 7.00349e-06 0.00513651 -0.00191774 -0.00215718 -0.0010476 -0.00282852 -0.00113232 -0.0041128 0.000407592 0.00615185 -0.00235698 -0.0027541 -0.00145676 -0.0054971 -0.000657437 -0.00200539 -0.00435315 -0.0116249 -0.00102846 0.00012502 -0.00223421 -0.0110632 0.0020034 internal_weight=323756 117707 52542.2 16509.3 1673.58 1351.09 1333.37 36032.9 383.6 14835.7 13675.1 5154.96 8520.19 3525.43 1200.97 2324.46 353.573 3531.14 3385.84 2298.66 1087.18 581.54 2248.86 109.082 349.571 851.398 767.556 554.693 505.642 54.1685 internal_count=1411713 534747 234312 75703 12867 11293 11206 158609 1942 62836 57148 22199 34949 14430 5011 9419 1418 15360 14735 10059 4676 2505 9844 438 1410 3601 3254 2369 2171 241 is_linear=0 shrinkage=0.03 Tree=674 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 3 0 3 0 0 1 2 2 1 3 3 1 1 0 1 2 3 3 0 0 2 1 0 2 3 split_gain=2.21232 15.3305 13.6054 14.7096 13.9591 10.3183 8.34442 18.9451 8.10987 7.39947 7.62055 6.97799 20.9564 14.7935 14.189 18.7799 12.6652 8.08982 6.98046 6.61519 15.0109 9.70134 16.5649 8.5073 8.3268 7.33602 7.25907 6.50289 7.10245 6.41607 threshold=224.80538177490237 219.02408599853518 1.0000000180025095e-35 55.500000000000007 54.500000000000007 2.9229999780654912 39.500000000000007 1.4100000262260439 61.500000000000007 38.500000000000007 -1.4999999999999998 215.8664245605469 210.22515869140628 1.0000000180025095e-35 1.247500002384186 1.469500005245209 8.5000000000000018 1.5000000000000002 42.500000000000007 3.5000000000000004 142.00050354003909 2.5095000267028813 1.4100000262260439 41.500000000000007 48.500000000000007 207.08887481689456 15.500000000000002 19.500000000000004 202.10085296630862 1.1054999828338625 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 5 4 -4 6 9 -8 -9 10 -3 12 19 -13 17 18 -17 29 -16 25 21 22 24 26 -21 -1 27 -22 -29 -14 right_child=-2 2 3 -5 -6 -7 7 8 -10 -11 -12 13 14 -15 15 16 -18 -19 -20 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-3.1862548657963972e-05 1.7519995742231978e-05 0.0014110058343783402 0.0014592383033178848 -0.007894421837242302 0.023891381970367227 0.0088029860900051202 -0.0042885419122715603 -0.023388425812095697 -0.0072728429437933541 0.0042568893292351632 -0.012001198545988119 -0.0010124953056592052 -0.01306299967197274 0.0056194298909893652 -0.019900481944934319 -0.0050350254001943692 0.024074931293018464 0.0082834831599102824 -0.0033950141164948563 0.017432972744247609 -0.023196933299077904 0.025610565295263014 -0.0062976739975524445 -0.0041090377045871797 0.0040389443835173022 0.0024995623404093243 0.026204324578803981 0.0070675790486771466 -0.0048688489672497294 -6.8822113588133676e-05 leaf_weight=22883.257809996605 294606.07390632748 59.664566442370415 337.08294801414013 155.80824416875839 26.963582500815392 35.645509317517281 169.89384326338768 105.33350300788879 38.330637365579605 73.957670107483864 105.6188093572855 644.22516162693501 40.47432304918766 571.04036809504032 112.75713875889778 566.01759950816631 13.778936579823492 91.48662456125021 28.989416629076004 57.525672495365143 9.4184775799512845 17.421960644423962 119.11944845318794 1230.9233257696033 152.55031698197126 1078.9000999927521 10.967650204896925 113.48476783186197 74.197017624974251 220.5766932964325 leaf_count=96719 1285957 246 1510 695 110 155 707 425 155 300 423 2633 163 2513 522 2414 92 406 121 263 55 78 583 7153 838 4465 67 604 420 921 internal_value=-7.14627e-06 -0.000256476 -0.00371708 -0.000180694 0.0031207 -0.00684126 -0.00785003 -0.0110696 -0.0190887 -0.00363038 -0.00715961 -0.00011968 -0.000220422 0.00210378 -0.00432611 -0.00673629 -0.00434322 0.000606832 -0.0165249 -4.91509e-05 -0.00181069 0.0037938 0.00263919 -0.00316067 0.00770667 8.21153e-05 0.00244982 0.001128 0.0023487 -0.00208349 internal_weight=323751 29145.4 1108.3 519.855 364.047 588.445 552.799 313.558 143.664 239.241 165.283 28037.1 26821.8 1215.27 1074.08 721.543 579.797 352.538 141.747 25747.8 1785.61 346.617 329.195 1438.99 210.076 23962.2 208.068 197.1 187.682 261.051 internal_count=1411713 125756 4726 2315 1620 2411 2256 1287 580 969 669 121030 115884 5146 4639 3149 2506 1490 643 111245 10061 1762 1684 8299 1101 101184 1146 1079 1024 1084 is_linear=0 shrinkage=0.03 Tree=675 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 0 2 1 1 1 1 2 2 1 2 3 2 2 3 0 2 2 2 2 3 1 1 0 0 2 split_gain=3.38974 5.7685 13.5143 15.5544 11.6728 11.6645 9.72287 14.1105 8.08565 6.69505 6.60903 11.836 8.43203 5.37081 5.36389 5.22921 5.14182 4.86871 7.36034 4.95137 19.7714 4.8551 14.9702 11.1814 8.752 7.36579 14.3429 8.16897 7.16702 17.4027 threshold=1.1054999828338625 17466.614257812504 24241.001953125004 27647.242187500004 1.0205000042915346 49.500000000000007 12127.694824218752 -7.4999999999999991 -2.4999999999999996 6.5000000000000009 -1.4999999999999998 31791.298828125004 29455.711914062504 1.5000000000000002 15423.644531250002 1.0619999766349795 39196.445312500007 14106.575683593752 1.0205000042915346 48.500000000000007 12715.829589843752 1864.7654418945315 1768.4891357421877 2102.052612304688 1.0619999766349795 4.5000000000000009 10.500000000000002 51.500000000000007 48.500000000000007 1921.9818115234377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 4 -4 8 21 14 -3 10 15 12 -12 -6 -8 -5 -13 19 -19 20 -9 22 -1 25 -24 28 27 -27 29 -23 right_child=-2 2 3 9 13 -7 7 17 -10 -11 11 16 -14 -15 -16 -17 -18 18 -20 -21 -22 23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=-8.6227331432361929e-05 4.8936786694081786e-05 -0.018730921269082157 -0.0087494804063342219 0.013720466037138447 0.019372670902208327 -0.010794593278336054 -0.00729499689165862 -0.03142962458625663 0.002868196348847231 0.015066644476917588 -0.0044027615404424484 0.0032518542629725892 -0.023374383010777766 0.0037295942801299766 -0.032579073332076512 -0.0030249570690044181 -0.0051689329011063339 -0.0089232436096734185 0.0033015125197936109 0.0079814991163363672 0.0088700990046030864 0.006093064767743149 0.0018949204502310181 -0.00043988124473135518 0.0097213339538136743 0.010456650786052041 -0.014103497222288932 -0.011051381486614085 -0.0032893381189354797 -0.014865429369595277 leaf_weight=10109.823702700436 296386.25478017482 17.918788246810436 23.818094477057457 34.61677385866642 66.742237351834774 248.71012963354588 22.407041795551777 14.83610840141773 120.46727141737938 19.271759644150734 39.843911722302437 114.10311476886272 44.782756567001343 28.057081535458565 11.389947988092898 32.579572133719921 152.4603660851717 51.734670892357826 309.53584165871143 305.86145851016045 41.900169774889946 47.02593694627285 316.88992364704609 13860.500848211348 216.41817754507065 104.65355758368969 37.007221922278404 18.73884317278862 700.74562284350395 147.48261910676956 leaf_count=44135 1288684 77 98 152 277 1012 121 62 491 81 161 462 181 114 56 140 639 212 1294 1285 172 198 1329 64676 909 427 153 76 2920 617 internal_value=1.94922e-05 -0.000300642 -0.0026056 0.000389708 0.0100257 -0.00691 -0.000218017 0.00313115 7.1455e-05 -0.00222191 -0.00301825 -0.00466757 -0.0144422 0.0147429 -0.015816 0.00560159 -0.0015644 0.00401578 0.0015509 0.00647163 -0.00166797 -0.000317298 0.000172187 -0.000666561 0.0050709 -0.00364281 0.00227746 0.00719036 -0.00470352 -0.00979834 internal_weight=323647 27260.3 943.372 556.276 118.617 387.096 26317 757.665 138.386 437.658 418.386 351.19 84.6267 94.7993 33.797 67.1963 266.563 723.868 361.271 362.598 56.7363 25559.3 10643.1 14916.2 533.308 1055.65 160.4 123.392 895.254 194.509 internal_count=1411211 122527 3885 2305 489 1580 118642 3202 568 1816 1735 1443 342 391 177 292 1101 3025 1506 1519 234 115440 46373 69067 2238 4391 656 503 3735 815 is_linear=0 shrinkage=0.03 Tree=676 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 0 2 2 1 1 1 1 2 2 1 2 2 2 0 1 2 1 1 0 2 1 3 1 1 2 split_gain=3.18934 5.42803 12.7042 14.6481 10.9984 10.9717 9.16581 8.31392 10.274 7.58534 6.34137 7.42981 6.97363 8.48019 6.11963 18.9531 5.88877 20.6442 5.49569 6.07891 5.40602 7.60143 5.84234 5.33707 5.66323 5.273 10.4983 5.07339 5.03278 13.4149 threshold=1.1054999828338625 17466.614257812504 24241.001953125004 27647.242187500004 1.0205000042915346 49.500000000000007 10603.448730468752 9416.2739257812518 10.500000000000002 -2.4999999999999996 2.5000000000000004 1.0000000180025095e-35 31791.298828125004 39196.445312500007 -7.4999999999999991 13836.183105468752 6704.7329101562509 4805.4782714843759 50.500000000000007 10.500000000000002 8598.4760742187518 -4.4999999999999991 -1.4999999999999998 50.500000000000007 54303.691406250007 2.5000000000000004 1.0619999766349795 1.5000000000000002 -1.4999999999999998 12715.829589843752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 4 -4 9 7 16 -9 -3 11 -5 -13 -14 15 -8 17 -1 -16 28 21 -18 -22 24 -15 -19 -27 -6 29 -20 right_child=-2 2 3 10 27 -7 14 8 -10 -11 -12 12 13 23 18 -17 20 25 19 -21 22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00017774911332535368 4.746871072233301e-05 -0.018108781230853896 -0.0084817286580218428 0.00092794317225193892 0.018825845489480443 -0.01046577555362491 0.019882149872766364 -0.0059457541930893658 0.013662800879330875 0.0027812721382383791 0.0073886787122515469 -0.016630580843536802 0.0038791095829212754 -0.014157222069182721 0.00071025296011564972 -0.023419368908171562 -0.013136460820597417 -0.0054236571845718683 -0.022324840811666073 -0.014383403013445059 0.0095376600991252565 0.0040036805594700336 -0.0037040663723997848 -0.01953507089584517 0.0064826850558935183 0.013647181528501856 -0.0092749618483492346 0.0036178372208711166 0.0064968158683519584 0.0068175065757700706 leaf_weight=22906.263118810952 296385.90099229163 17.977451682090759 23.8326575756073 179.32509437203407 66.62226327508688 248.82662502676249 13.642836652696131 367.15811295807362 25.734135538339615 120.50474654138088 54.795733332633972 54.497635170817375 66.513675376772881 24.426079362630844 558.16239894926548 27.305251948535442 24.122038573026657 847.92023907601833 20.732890844345093 14.308296009898184 35.053753852844238 672.50540122389793 207.48573008179665 34.422007650136948 23.451419487595558 38.772516034543514 33.536780811846256 28.05608719587326 478.56003729999065 45.227897226810455 leaf_count=103902 1288684 77 98 751 277 1012 72 1550 107 491 228 220 268 99 2319 139 106 3814 90 59 150 2833 860 149 101 222 218 114 1998 203 internal_value=1.8908e-05 -0.000291623 -0.00252767 0.000378322 0.00973395 -0.00669894 -0.000211477 -0.00033159 -0.00466141 6.93718e-05 -0.00215635 -0.00352325 -0.00744932 -0.004087 0.00239823 -0.00899243 -0.000262901 -0.000354744 0.00281581 0.00491885 0.00206716 0.00341017 -0.00179027 -0.0105251 -0.00404736 -0.00476049 0.00301598 0.0143192 0.00542605 -0.00234256 internal_weight=323646 27259.7 943.251 555.943 118.511 387.309 26316.5 25158.6 392.892 138.482 437.432 382.636 203.311 148.813 1157.94 40.9481 24765.7 23826.5 1116.99 558.829 939.167 696.627 242.539 82.2995 47.8775 920.23 72.3093 94.6784 544.521 65.9608 internal_count=1411211 122527 3885 2305 489 1580 118642 113762 1657 568 1816 1588 837 617 4880 211 112105 108156 4669 2350 3949 2939 1010 349 200 4254 440 391 2291 293 is_linear=0 shrinkage=0.03 Tree=677 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 2 1 1 3 2 1 1 2 2 3 1 2 2 2 2 3 0 2 2 3 2 2 1 2 2 split_gain=3.00091 5.1078 11.9946 11.2978 9.6909 8.71429 12.4336 6.61492 6.35578 8.16891 6.08647 6.06932 10.7102 7.95114 4.94073 4.79361 4.72888 4.66651 7.61888 4.62646 6.81007 4.59277 18.6862 4.5485 4.50851 13.5804 13.6657 17.88 24.3493 11.8428 threshold=1.1054999828338625 17466.614257812504 23484.753906250004 49.500000000000007 27647.242187500004 12127.694824218752 -7.4999999999999991 -2.4999999999999996 1.0205000042915346 24241.001953125004 6.5000000000000009 -1.4999999999999998 31791.298828125004 29455.711914062504 1.0619999766349795 1.5000000000000002 15423.644531250002 42366.021484375007 52302.683593750007 14106.575683593752 1.0205000042915346 48.500000000000007 12715.829589843752 72035.476562500015 1.0619999766349795 3455.044799804688 2510.8642578125005 1.5000000000000002 2770.7851562500005 3267.230346679688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 8 24 16 -3 -4 -10 11 14 13 -13 -6 -11 -7 -14 -19 21 -21 22 -8 -20 -1 26 -26 29 -29 -28 right_child=-2 2 4 -5 10 6 19 -9 9 15 -12 12 17 -15 -16 -17 -18 18 23 20 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=1.6870026599603867e-05 4.6044734817136184e-05 -0.017745718792296347 -0.0061058310573170703 -0.010803835069418004 0.013328394613074246 -0.0067021102012829311 -0.030679594166199791 0.0029719884045730813 -0.0043834036017581599 0.018296577956425437 0.014388501937071833 -0.0039855172649423181 0.0023440859941134527 -0.022416341145768265 -0.0029610902841630897 0.003509446723082562 -0.030248264834804625 -0.016817317084405488 0.0081005396839781332 -0.0086694488965904561 0.0030862459214613335 0.0076563255534784214 0.0085729123435715864 -0.005928861573045608 -0.00040194613215077137 -0.0022612683324810465 0.0063361020534254582 0.0011804230955477397 -0.030539642597915244 0.029319855987989609 leaf_weight=15690.953087583184 296385.55752617889 15.857559524476526 28.309423342347145 227.87893382459879 34.49570319801569 22.587787039577961 14.754362091422079 110.67496486008167 28.623665153980255 66.494909718632698 19.277610450983047 39.820475026965141 138.17557914555073 44.728537201881409 32.589982867240906 28.054944530129433 11.628361292183397 38.253728300333023 32.663271337747574 51.778237819671631 309.1592670828104 305.24679753184319 41.947156012058258 57.257634893059731 5660.8400106206536 3627.4266023784876 414.93895800411701 115.9549191147089 26.817385822534561 21.208266630768776 leaf_count=70752 1288684 68 116 925 152 121 62 451 118 277 81 161 560 181 140 114 56 155 133 212 1294 1285 172 253 24593 17702 1711 469 124 89 internal_value=1.83412e-05 -0.000282885 -0.00245209 -0.00681255 0.000172815 -0.000205139 0.00296677 0.000375563 0.00671208 0.00965806 -0.00209261 -0.00285273 -0.00443337 -0.0137359 0.00541502 0.0139089 -0.0147043 -0.00148043 -0.00560335 0.00380319 0.00139983 0.00619984 -0.00164102 -0.000832759 -0.0002991 -0.000801559 4.70288e-05 0.00443723 -0.00477766 0.00745372 internal_weight=323644 27258.4 943.157 354.411 588.745 26315.2 757.102 126.533 151.483 123.174 437.263 417.985 350.899 84.549 67.0857 94.5499 34.2161 266.35 128.175 722.886 360.938 361.948 56.7015 89.9209 25558.1 9867.19 6239.76 578.92 142.772 436.147 internal_count=1411211 122527 3885 1444 2441 118642 3202 519 625 509 1816 1735 1443 342 292 391 177 1101 541 3025 1506 1519 234 386 115440 44688 26986 2393 593 1800 is_linear=0 shrinkage=0.03 Tree=678 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 2 2 1 1 3 1 1 2 2 2 2 1 2 1 1 0 2 0 1 1 1 1 2 3 2 split_gain=2.82386 4.80693 11.2771 10.629 9.12553 8.2657 7.77509 9.65458 6.20826 6.03661 5.79706 6.80489 6.18293 7.77883 5.63942 19.2554 5.29896 17.3323 5.15568 9.58698 5.04615 5.24074 5.04276 5.69272 4.97093 10.1286 6.43327 8.07721 6.14197 4.79056 threshold=1.1054999828338625 17466.614257812504 23484.753906250004 49.500000000000007 27647.242187500004 10603.448730468752 9416.2739257812518 10.500000000000002 -2.4999999999999996 1.0619999766349795 2.5000000000000004 1.0000000180025095e-35 31791.298828125004 39196.445312500007 6704.7329101562509 4805.4782714843759 -7.4999999999999991 13836.183105468752 27.500000000000004 15.500000000000002 50.500000000000007 54303.691406250007 50.500000000000007 10.500000000000002 2.5000000000000004 15.500000000000002 8.5000000000000018 5975.3146972656259 1.0619999766349795 10120.596191406252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 8 9 6 14 29 -3 -4 11 -6 -13 -14 15 -1 17 -7 19 -16 21 -15 -18 -24 -17 26 27 28 -26 -8 right_child=-2 2 4 -5 10 16 7 -9 -10 -11 -12 12 13 20 18 24 22 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00016567344794812843 4.4663441319136375e-05 -0.017163394770435849 0.0011864485530635944 -0.010476539105211 0.00092134859019678966 0.019542135008812144 -0.0087701151926820407 0.0132644181578429 0.0028818992872512634 0.013250772164933913 0.0070939586532863331 -0.015754122464010121 0.0036919900161194474 -0.013563098215155609 0.0019217112059544826 -0.0052386886722771532 0.00065411832144901441 -0.021854301239206422 -0.017161340993388226 0.027513615563795044 -0.018900309362915785 0.0062984955728314067 0.0051794743303155959 -0.013974585579114839 0.0065405222128685813 -0.021817089859624321 0.029006450783343702 0.021447549859754212 -0.01921743796175885 -0.0018595557827376845 leaf_weight=22903.915449619293 296385.22412496468 15.903000883758066 84.49515263736248 227.94703034311533 179.19475047290325 13.547245167195795 206.41036979854107 25.725038409233093 110.71011847257614 66.867838859558105 54.80185966193676 54.394692331552505 66.521119683980942 24.367011234164238 913.46333874762058 846.89950151741505 558.06538990139961 27.74618749320507 12.427349686622618 13.366827815771101 34.257044985890388 23.47593255341053 543.57962934672832 14.333210334181784 18.99238994717598 12.326433688402174 10.800357550382612 15.40365222096443 14.842848323285578 160.47096121311188 leaf_count=103902 1288684 68 347 925 751 72 874 107 451 278 228 220 268 99 3831 3814 2319 139 57 61 149 101 2291 59 109 83 76 82 90 676 internal_value=1.77909e-05 -0.000274432 -0.00237903 -0.00660534 0.000167783 -0.000199011 -0.000313059 -0.00450176 0.000364148 0.00651612 -0.00203102 -0.00333937 -0.00710015 -0.00393284 -0.000246648 -0.000336542 0.00227999 -0.00827326 0.00203343 0.0022908 -0.0101108 -0.00381726 0.00267048 0.00468739 -0.00459382 0.00295309 0.00803856 0.00343934 -0.00475898 -0.00574749 internal_weight=323640 27255.3 942.936 354.56 588.375 26312.3 25155 392.606 126.613 151.363 437.012 382.211 203.016 148.621 24762.4 23823.2 1157.27 41.2934 939.258 926.83 82.1 47.8429 1115.98 557.913 919.265 72.3657 60.0392 49.2389 33.8352 366.881 internal_count=1411211 122527 3885 1444 2441 118642 113762 1657 519 625 1816 1588 837 617 112105 108156 4880 211 3949 3892 349 200 4669 2350 4254 440 357 281 199 1550 is_linear=0 shrinkage=0.03 Tree=679 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 0 2 1 1 1 1 2 2 3 1 2 3 2 2 2 3 1 1 0 0 2 1 1 2 2 split_gain=2.65724 4.52367 10.6763 12.3878 9.65093 9.12208 7.85677 10.9796 6.35345 5.53375 5.57453 9.69936 7.50401 4.66808 4.52637 4.37065 6.32236 4.36336 14.0928 10.651 8.27312 6.92575 13.5265 9.82556 6.72559 16.3724 9.65731 6.18305 19.3683 21.3674 threshold=1.1054999828338625 17466.614257812504 24241.001953125004 27647.242187500004 1.0205000042915346 49.500000000000007 12127.694824218752 -7.4999999999999991 -2.4999999999999996 6.5000000000000009 -1.4999999999999998 31791.298828125004 29455.711914062504 1.0619999766349795 1.5000000000000002 14106.575683593752 1.0205000042915346 1864.7654418945315 1768.4891357421877 2102.052612304688 1.0619999766349795 4.5000000000000009 11.500000000000002 51.500000000000007 48.500000000000007 1921.9818115234377 -1.4999999999999998 4.5000000000000009 2680.677124023438 3600.6882324218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 4 -4 8 17 -8 -3 10 13 12 -12 -5 -6 -9 -17 18 -1 21 -20 24 23 -23 25 -19 -27 -21 -29 -30 right_child=-2 2 3 9 14 -7 7 15 -10 -11 11 -13 -14 -15 -16 16 -18 19 20 27 -22 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=-6.8914763502016125e-05 4.3323564142467053e-05 -0.016526869446054263 -0.0080725218355696422 0.012946861803806877 0.017559628041311153 -0.0095616607829514567 -0.013691111048933684 0.005943096048713235 0.0025257930742728285 0.013742840313473413 -0.003596909338324134 -0.0014007837974676454 -0.021512351758633457 -0.0028989932341086833 0.0031831388263321705 -0.0084222324795253066 0.0029016989477581136 0.0059335177576017055 0.0018482284477273627 -0.00056255947692309609 0.0094595892346462738 0.0097261278518766103 -0.016510096284646392 -0.013139234458375009 -0.003176685126968096 -0.00074675480067889761 -0.018713371252297398 0.0069426175359056921 -0.025057313712037371 -0.00023266681274461726 leaf_weight=10109.251908209175 296384.90037249785 18.11847248673439 23.853313162922859 34.375229984521866 66.306355662643909 249.03923897445202 34.590541131794453 361.29717095196247 120.61373183131218 19.279223963618279 39.793284803628922 266.12433636188507 44.653240159153938 32.600051239132881 28.047229066491127 51.819184601306915 308.84043690562248 47.019032210111618 316.82917633652687 12921.329555347562 216.24820245802402 111.99110578000546 28.525234282016754 19.922819569706917 700.93026827275753 35.442357555031776 112.05105903744698 401.33917421102524 33.281284421682358 500.25423925369978 leaf_count=44135 1288684 77 98 152 277 1012 177 1519 491 81 161 1101 181 140 114 212 1294 198 1329 59827 909 457 118 81 2920 164 453 1628 161 3060 internal_value=1.72565e-05 -0.000266223 -0.00230801 0.000360376 0.0089761 -0.00612739 -0.000193059 0.00281988 3.75089e-05 -0.00197108 -0.00269663 -0.00421174 -0.0130702 0.00523393 0.0132861 0.00361095 0.00127469 -0.000282258 0.000181776 -0.000613426 0.00493585 -0.00351787 0.00222212 0.0062728 -0.00454632 -0.00948182 -0.014396 -0.000392099 0.00196391 -0.0017812 internal_weight=323639 27253.8 942.804 555.032 118.207 387.771 26311 756.547 138.732 436.825 417.546 350.571 84.4465 66.9753 94.3536 721.957 360.66 25554.4 10642.3 14912.1 533.077 1055.88 160.439 131.914 895.443 194.512 147.493 13856.2 934.875 533.536 internal_count=1411211 122527 3885 2305 489 1580 118642 3202 568 1816 1735 1443 342 292 391 3025 1506 115440 46373 69067 2238 4391 656 538 3735 815 617 64676 4849 3221 is_linear=0 shrinkage=0.03 Tree=680 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 0 1 3 0 2 0 2 0 3 3 1 1 1 2 0 2 0 0 1 1 0 2 0 1 0 split_gain=3.2288 20.7502 9.97277 18.9084 16.683 14.316 10.159 8.62976 7.26468 13.5112 10.0087 7.5303 8.28141 7.57556 6.91911 7.70368 8.32096 8.30532 6.76088 24.3878 12.7173 7.36192 6.50318 6.23602 6.54038 9.97994 8.69608 11.424 13.3316 7.68756 threshold=234.47260284423831 238.29680633544925 56.500000000000007 199.21649169921878 67.500000000000014 65.500000000000014 -10.499999999999998 1.8989999890327456 16.500000000000004 186.24382019042972 12.500000000000002 151.73783874511722 13.500000000000002 7.0125000476837167 1.3535000085830691 1.5000000000000002 4.5000000000000009 9.5000000000000018 228.54534149169925 58.500000000000007 219.02408599853518 61.500000000000007 57.500000000000007 13.500000000000002 1.0000000180025095e-35 77.500000000000014 112.33882141113283 75.500000000000014 -1.4999999999999998 59.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 8 23 5 6 -5 14 9 11 -11 12 13 -1 -2 -16 -17 -18 19 20 -8 22 -20 24 25 26 29 28 -28 -4 right_child=1 -3 3 4 -6 -7 18 -9 -10 10 -12 -13 -14 -15 15 16 17 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.033230217621222774 0.0078654114435461539 -1.7879149788083402e-05 -0.010861220907747703 -0.031722912102515426 0.0055966696832857772 -0.021927246103478199 0.04507842374139847 0.025109331109643775 -7.3243517950192911e-05 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308.10750444233418 24.763369843363762 525.49865190684795 222.87126007676125 leaf_count=72 1165 1271424 355 60 654 193 56 76 115576 96 102 106 158 215 2629 379 137 59 308 6268 56 382 55 73 6358 148 1284 101 2126 947 internal_value=-3.3738e-05 -2.62478e-06 -0.000322208 -0.001638 -0.00396471 -0.004817 -0.00437187 0.00418642 -0.0001058 -0.00752487 -0.0222988 -0.000565314 -0.00606719 0.00333347 0.00383634 0.00235437 -0.0046197 0.00757538 -0.00416913 -0.00349824 0.0245566 -0.00971058 -0.0157961 4.84611e-06 -9.4141e-05 0.00153442 0.00109573 0.00264843 0.00324494 -0.00322381 internal_weight=323771 292250 31520.9 4452.03 1842.52 1691.72 1648.83 1060.36 27068.9 118.266 37.8714 80.3942 59.1534 34.768 1042.92 762.465 120.097 35.4794 1636.69 1459.94 27.3641 176.753 88.9134 2609.51 2597.68 1196.84 1166.92 858.37 833.606 308.549 internal_count=1411618 1275869 135749 19424 8032 7378 7185 4445 116325 749 198 551 445 287 4369 3204 575 196 7125 6380 112 745 363 11392 11319 4961 4813 3511 3410 1302 is_linear=0 shrinkage=0.03 Tree=681 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 0 1 3 0 2 0 2 0 3 3 1 1 1 2 0 2 1 0 0 1 1 0 2 0 1 split_gain=3.0383 19.5263 9.38792 17.8037 15.7042 13.5991 9.38928 8.11679 6.87113 12.8158 9.62231 7.0975 7.84173 7.32812 6.51393 7.25214 7.84375 7.78926 6.35394 22.952 11.9599 7.15233 6.66926 6.17334 5.80444 6.15609 9.45479 8.18138 10.7341 12.5513 threshold=234.47260284423831 238.29680633544925 56.500000000000007 199.21649169921878 67.500000000000014 65.500000000000014 -10.499999999999998 1.8989999890327456 16.500000000000004 186.24382019042972 12.500000000000002 151.73783874511722 13.500000000000002 7.0125000476837167 1.3535000085830691 1.5000000000000002 4.5000000000000009 9.5000000000000018 228.54534149169925 58.500000000000007 219.02408599853518 1.5000000000000002 61.500000000000007 72.500000000000014 13.500000000000002 1.0000000180025095e-35 77.500000000000014 112.33882141113283 75.500000000000014 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 7 8 24 5 6 -5 14 9 11 -11 12 13 -1 -2 -16 -17 -18 19 20 -8 22 -20 -6 25 26 27 -4 29 -29 right_child=1 -3 3 4 23 -7 18 -9 -10 10 -12 -13 -14 -15 15 16 17 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.033124976470124162 0.0076318363327772453 -1.7342743566936241e-05 -0.0031256288016709493 -0.030364380146835662 0.013605338528707621 -0.021405816235428272 0.043719064273143197 0.024350731109328068 -7.1046628193234909e-05 -0.0067036622295360343 -0.037049826201194097 0.014315041415303638 -0.01899993115341345 -0.0031305189167881555 0.0035482375706769958 -0.0094711210619182629 0.015775733200161953 -0.015974203541384496 -0.019785453633846022 -0.003916003401515703 0.004050858084989604 0.00081171726365838342 -0.0062543734412737768 0.00092403991222675505 0.020856573743563082 -0.0014416664187896946 0.018189062850655375 -0.0016580020074883994 -0.016875771180435428 0.0059681967689012442 leaf_weight=6.0896468684077254 280.36322139203548 291189.80578002089 308.68773552775383 12.292189389467238 53.558890491724014 42.625025123357773 13.637308642268181 17.45354451239109 26950.469932220876 18.929927781224251 18.687779247760773 21.23946525901556 24.241722643375397 28.498819470405579 642.41448239982128 84.352492928504944 26.118293106555939 9.4778919517993909 65.162027850747108 1431.5292107611895 13.72481906414032 45.631554663181305 65.976961091160774 97.338881090283394 11.959646113216875 1400.181519433856 29.751336112618446 308.19235470890999 24.811186000704765 525.26079393923283 leaf_count=72 1165 1271424 1302 60 230 193 56 76 115576 96 102 106 158 215 2629 379 137 59 266 6268 56 202 277 424 73 6358 148 1284 101 2126 internal_value=-3.27268e-05 -2.54637e-06 -0.000312569 -0.00158947 -0.00384798 -0.00467568 -0.00424294 0.00406144 -0.000102632 -0.00733573 -0.0217791 -0.00055007 -0.00591682 0.00325263 0.00372183 0.0022839 -0.00448758 0.00732195 -0.00404664 -0.00339577 0.0238215 -0.00941823 -0.0129779 0.00542508 4.72107e-06 -9.13097e-05 0.00148865 0.00106288 0.00256933 0.0031482 internal_weight=323768 292250 31518.5 4450.32 1841.48 1690.58 1647.95 1060.18 27068.2 117.687 37.6177 80.0697 58.8302 34.5885 1042.73 762.363 119.949 35.5962 1635.66 1458.89 27.3621 176.771 131.139 150.898 2608.84 2596.88 1196.7 1166.95 858.264 833.453 internal_count=1411618 1275869 135749 19424 8032 7378 7185 4445 116325 749 198 551 445 287 4369 3204 575 196 7125 6380 112 745 543 654 11392 11319 4961 4813 3511 3410 is_linear=0 shrinkage=0.03 Tree=682 num_leaves=31 num_cat=0 split_feature=2 2 3 2 2 3 2 1 0 2 0 2 0 0 0 2 1 2 2 1 1 1 0 2 3 1 2 1 1 2 split_gain=2.85902 18.3749 9.04955 42.8601 29.1796 39.4789 55.8006 19.6544 13.4416 17.8121 33.275 15.4449 41.5417 14.2596 13.1785 12.8703 11.2854 10.9592 10.281 10.0814 9.00568 8.44715 8.36956 8.34578 7.63686 6.98225 6.84375 6.67393 6.5275 6.48161 threshold=234.47260284423831 238.29680633544925 1.2994999885559084 191.53874969482425 191.53874969482425 1.3535000085830691 199.21649169921878 1.0000000180025095e-35 41.500000000000007 210.22515869140628 39.500000000000007 199.21649169921878 57.500000000000007 67.500000000000014 65.500000000000014 194.10739898681643 -7.4999999999999991 219.02408599853518 215.8664245605469 1.0000000180025095e-35 9.5000000000000018 18.500000000000004 22.500000000000004 228.54534149169925 1.8989999890327456 4.5000000000000009 202.10085296630862 -3.4999999999999996 8.5000000000000018 202.10085296630862 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 24 3 -1 -4 6 15 16 9 22 18 28 17 14 27 -6 -5 25 -11 -20 -9 -22 -7 -21 -2 29 -27 -14 -10 -13 right_child=1 -3 4 7 5 8 -8 20 11 10 -12 12 13 -15 -16 -17 -18 -19 19 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00054865259771358517 0.0036107747204014054 -1.6822446432907297e-05 0.00065204412460495857 0.0094925009731115246 -0.039481381779207347 -0.0051226246409192596 -0.0037290373228497193 0.0059843024557463221 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6.9099773615598687 12.355851262807846 1477.2277248054743 13.841217152774332 69.43288166821003 leaf_count=58057 4369 1271424 28797 665 277 725 1042 6674 3991 1417 1603 108 297 654 193 303 5172 102 5720 2830 316 67 8560 1158 76 51 94 6475 102 299 internal_value=-3.17458e-05 -2.47031e-06 -0.000303218 0.000179961 -0.000838064 -0.00201627 -0.0116886 0.00337734 -0.00157651 -0.000665004 -0.00216464 -0.00323755 -0.0048134 -0.00355142 -0.00438819 -0.0290568 0.000736331 -0.0205707 -0.000989776 -0.000279114 0.00555696 -0.00570901 0.00140706 0.00220552 0.00394025 -0.024444 -0.00796546 -0.00393628 -0.00012183 -0.0277594 internal_weight=323766 292250 31516.2 16557.8 14958.3 8353.4 363.276 3072.92 7990.13 5159.05 2992.94 2831.08 1880.14 1740.73 1589.75 114.164 1389.4 139.413 2630.12 2299.95 1683.52 61.5251 2166.11 896.709 1059.98 115.022 19.2658 1547.4 950.933 95.7566 internal_count=1411618 1275869 135749 70951 64798 36001 1622 12894 34379 22013 12728 12366 8273 7619 6965 580 5837 654 11125 9708 7057 383 9285 3988 4445 552 145 6772 4093 407 is_linear=0 shrinkage=0.03 Tree=683 num_leaves=31 num_cat=0 split_feature=2 2 3 2 2 3 2 1 0 2 0 2 0 0 0 2 1 2 2 1 1 1 0 2 3 1 2 1 1 0 split_gain=2.69098 17.2864 8.51716 40.3241 27.4659 37.2921 53.4375 18.4689 12.6598 16.7601 31.3918 14.5546 39.2911 13.4232 12.5175 12.2598 10.6754 10.4014 9.68223 9.48166 8.47072 7.9297 7.87636 7.84357 7.1884 6.58006 6.49942 6.46591 6.45285 6.4492 threshold=234.47260284423831 238.29680633544925 1.2994999885559084 191.53874969482425 191.53874969482425 1.3535000085830691 194.10739898681643 1.0000000180025095e-35 41.500000000000007 210.22515869140628 39.500000000000007 199.21649169921878 57.500000000000007 67.500000000000014 65.500000000000014 199.21649169921878 -7.4999999999999991 219.02408599853518 215.8664245605469 1.0000000180025095e-35 9.5000000000000018 18.500000000000004 22.500000000000004 228.54534149169925 1.8989999890327456 4.5000000000000009 202.10085296630862 1.0000000180025095e-35 6.5000000000000009 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 24 3 -1 29 6 -6 16 9 22 18 -10 17 14 -14 27 -5 25 28 -20 -9 -22 -7 -21 -2 -13 -27 -8 -11 -4 right_child=1 -3 4 7 5 8 15 20 11 10 -12 12 13 -15 -16 -17 -18 -19 19 23 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00053222087494491982 0.0035019164523270533 -1.6317812795132909e-05 -0.0013968012882713209 0.0092534384464284247 -0.038757748632146483 -0.004971222405570421 -0.0077396452508121565 0.0058012124712414148 -0.00011821665155848298 -0.0065746088825901607 -0.010381079915234815 -0.027037582545462471 -0.0038202812600827796 0.0050984711752650727 -0.020402355885852642 -0.0036171875800566143 -9.557872289893601e-05 -0.0022360941074632125 -0.0018105611316157203 0.0039280966804683057 -0.010352947697444938 0.018700845152347635 0.0018811769806262209 -0.0022569084699947334 0.022917827817188471 0.015301433942763386 -0.021002379711165361 -0.02777663686748481 0.015998182531777944 0.0010655039664030793 leaf_weight=13484.230816580355 1042.6820454150438 291190.11179046519 1161.6303519532084 120.35426487028599 54.477918639779091 163.27308098971844 26.119893819093704 1622.9722311198711 951.08297119289637 318.13116016983986 362.1247546672821 95.369347900152206 1546.5566810965538 151.0706597417593 42.086649909615517 249.11111350357533 1268.4732909798622 24.385569855570793 1403.4651708453894 637.57192775607109 51.209375225007534 10.126477658748625 2003.0326776355505 259.6992489695549 17.448856443166733 6.9830735251307496 12.178744494915009 32.566886857151985 11.821406498551367 5443.4891341254115 leaf_count=58057 4369 1271424 5306 665 277 725 105 6674 4093 1341 1603 407 6772 654 193 1042 5172 102 5720 2830 316 67 8560 1158 76 51 94 198 76 23491 internal_value=-3.07973e-05 -2.39627e-06 -0.000294182 0.000174561 -0.000813107 -0.00195645 -0.0113706 0.00327576 -0.00152954 -0.000645082 -0.00209985 -0.00314207 -0.00467294 -0.00344696 -0.00425958 -0.00652324 0.000714597 -0.0200265 -0.000959901 -0.000270667 0.00538762 -0.0055562 0.00136472 0.00213796 0.00382149 -0.0238144 -0.00777231 -0.0188587 -0.00576588 0.000632463 internal_weight=323764 292250 31513.6 16557.4 14956.2 8351.11 362.276 3073.14 7988.83 5159.12 2992.81 2829.71 1878.63 1739.71 1588.64 307.798 1388.83 138.917 2630.69 2300.74 1684.31 61.3359 2166.31 897.271 1060.13 114.531 19.1618 58.6868 329.953 6605.12 internal_count=1411618 1275869 135749 70951 64798 36001 1622 12894 34379 22013 12728 12366 8273 7619 6965 1345 5837 654 11125 9708 7057 383 9285 3988 4445 552 145 303 1417 28797 is_linear=0 shrinkage=0.03 Tree=684 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 2 0 0 0 1 2 2 3 3 1 1 1 2 0 2 1 0 0 1 1 0 2 0 1 0 split_gain=2.53294 16.2626 8.43112 13.4395 7.75882 15.7426 12.7483 11.6423 11.5605 8.52622 7.39318 11.6316 6.76816 6.14024 6.82102 7.37542 7.28155 5.96987 21.5955 11.2632 6.70762 6.2259 5.94706 5.33358 5.68972 11.5091 7.74299 10.0811 11.8297 7.21797 threshold=234.47260284423831 238.29680633544925 5.4584999084472665 6.4175000190734872 56.500000000000007 199.21649169921878 67.500000000000014 65.500000000000014 79.500000000000014 -10.499999999999998 173.86003112792972 151.73783874511722 1.8989999890327456 1.3535000085830691 1.5000000000000002 4.5000000000000009 9.5000000000000018 228.54534149169925 58.500000000000007 219.02408599853518 1.5000000000000002 61.500000000000007 72.500000000000014 13.500000000000002 1.0000000180025095e-35 77.500000000000014 112.33882141113283 75.500000000000014 -1.4999999999999998 59.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 12 4 10 -1 8 7 9 23 -7 11 -4 13 -2 -15 -16 -17 18 19 -11 21 -19 -8 24 25 26 29 28 -28 -6 right_child=1 -3 3 -5 5 6 22 -9 -10 17 -12 -13 -14 14 15 16 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-6.4334905261551116e-05 0.0071943395160823098 -1.5828228076578797e-05 -0.025549859484754411 -0.00027790168523240293 -0.010475643245400569 -0.028571147962801451 0.012856812762500692 -0.019919196229853612 0.023568385235740806 0.042651743791870832 -0.038506656838766383 0.014741585806275026 0.022240277000868152 0.0032278213737289793 -0.0094076062358475782 0.014921071864230131 -0.01579079972459595 -0.018913118525709961 -0.0035747713555941991 0.0041534371252367067 0.0010087763957066281 -0.0058423930659397307 0.00036682349968967354 0.019762814433456267 -0.0014853529281227389 0.025963094113503695 -0.0016463091516210656 -0.016371529706003713 0.0057580500701533005 -0.00023681084082838004 leaf_weight=26958.725283458829 280.1801245957613 291190.25792099338 20.082122988998893 71.08461669459939 85.818530425429344 12.501509323716162 53.678907573223114 41.818386316299438 18.728239260613918 13.629668518900871 14.932849556207655 9.4984084293246251 17.441133722662926 642.52589903771877 84.287832781672478 26.405758827924728 9.4288226962089521 65.334983542561531 1428.6646332144737 13.728549793362617 45.5656997859478 65.858421936631203 95.086572170257568 12.125617325305937 1385.8213782161474 16.850532487034798 308.21212939918041 24.850605130195618 524.96125476062298 222.95237812399864 leaf_count=115638 1165 1271424 137 470 355 60 230 193 95 56 84 52 76 2629 379 137 59 266 6268 56 202 277 413 73 6271 95 1284 101 2126 947 internal_value=-2.98775e-05 -2.32435e-06 -0.000285425 -0.00837248 -0.000255648 -0.00141826 -0.00354516 -0.00428751 8.33687e-05 -0.0038902 -0.0212989 -0.0126121 0.00370635 0.00339638 0.00200109 -0.00456062 0.00684014 -0.00370122 -0.00306918 0.023333 -0.00890757 -0.0123517 0.00487357 -8.70041e-05 -0.000180678 0.00134685 0.000991345 0.00245739 0.00301899 -0.00308255 internal_weight=323761 292251 31510.5 115.598 31394.9 4436.19 1835.87 1687.1 2600.32 1645.28 44.5134 29.5805 1060.27 1042.83 762.648 120.122 35.8346 1632.78 1456.02 27.3582 176.759 131.193 148.765 2581.59 2569.47 1183.65 1166.79 858.024 833.173 308.771 internal_count=1411618 1275869 135749 743 135006 19368 8021 7378 11347 7185 273 189 4445 4369 3204 575 196 7125 6380 112 745 543 643 11252 11179 4908 4813 3511 3410 1302 is_linear=0 shrinkage=0.03 Tree=685 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 1 2 2 2 2 0 0 0 1 2 0 2 2 2 2 0 2 1 2 1 2 2 1 1 split_gain=2.39006 5.41969 8.55273 10.0458 8.86327 8.44102 5.53097 9.84433 5.87351 11.2848 5.37122 4.77033 4.73679 8.48274 11.4551 4.48004 4.34803 4.84665 4.03827 5.37356 3.73054 6.25534 13.2957 6.73529 6.59458 3.90055 3.42139 18.8483 5.43498 6.45175 threshold=25.500000000000004 35.500000000000007 2554.751831054688 4905.5217285156259 1023.0205383300782 13264.737792968752 32.500000000000007 4246.3449707031259 10857.155761718752 12986.766601562502 1338.8272094726565 31.500000000000004 50.500000000000007 77.500000000000014 28.500000000000004 5454.4433593750009 48.500000000000007 3673.103149414063 36363.248046875007 18421.471679687504 10120.596191406252 49.500000000000007 8226.4770507812518 38.500000000000007 1289.946716308594 34.500000000000007 2471.414184570313 2726.1987304687505 42.500000000000007 45.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 11 -2 15 7 10 12 -10 -3 -4 -9 14 -14 -5 -12 -18 19 -11 21 22 26 25 -25 -23 28 -28 -8 -30 right_child=1 6 3 5 -6 -7 20 8 9 18 16 -13 13 -15 -16 -17 17 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 29 -31 leaf_value=8.0125752389808814e-06 0.00634325634461772 -0.0082297359802333773 0.027812633033119302 0.00054136648967396462 -0.027759890166297475 0.0053233217022859462 -0.013661548998210274 -0.024373020839360139 0.019177967284457816 -0.0058192769034137734 0.0063246029778308548 0.009768193955605093 0.016819834258266303 -0.028400642705463899 -0.02056448768259983 -0.020309929586407108 -0.0066639371932391478 0.01266862010750946 -0.0030038893094386549 -0.027766127634102054 0.0019206518260325562 -0.0014093909392454951 -0.033912974221259148 0.012781258186511664 -0.0027715429592207949 0.011668636898734885 0.023370697274994072 -0.0061591930000820753 0.016851839727246642 -0.012180851566072409 leaf_weight=321980.46201299061 12.4325048327446 63.174680795520544 19.280683532357216 16.409577131271362 15.298954039812086 103.90533566474915 60.766922347247601 35.131744183599949 14.584592178463934 21.121423095464706 94.659376725554466 41.711522653698921 15.993052840232851 14.52680918574333 13.692047923803328 21.326295539736748 65.096024751663208 14.220488876104353 42.63502361625433 19.138651259243488 344.6307901982218 30.599481925368309 14.269991710782049 26.413278520107269 345.31806763634086 62.341295525431633 23.502465531229973 112.9088936150074 13.84015302360058 13.715714827179907 leaf_count=1403846 65 364 83 70 70 433 311 214 61 91 399 181 65 61 56 89 280 59 184 92 1743 128 65 111 1441 259 98 481 59 59 internal_value=2.10185e-06 -0.00112226 0.00315468 0.00529312 -0.0124708 0.000909831 -0.00179604 -0.00473209 -0.0100897 -0.00515683 -0.000737379 0.0154724 -0.0161501 -0.00961596 -0.000423426 -0.0112427 0.00198327 -0.00319784 -0.0094383 -0.0162523 -0.000636594 -0.00188902 -0.00583297 0.000139544 -0.00166644 0.00736287 -0.00404997 -0.00107146 -0.00865017 0.00240105 internal_weight=323673 1692.65 230.365 202.633 27.7315 141.641 1462.28 413.974 176.823 97.4797 237.151 60.9922 79.3437 44.2119 29.6851 37.7359 173.976 79.3165 82.8951 40.2601 1048.31 703.676 239.004 464.672 371.731 92.9408 224.734 136.411 88.3228 27.5559 internal_count=1411518 7672 991 856 135 592 6681 1926 824 428 1102 264 396 182 121 159 738 339 367 183 4755 3012 1073 1939 1552 387 1008 579 429 118 is_linear=0 shrinkage=0.03 Tree=686 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 3 0 3 2 3 0 1 0 2 1 1 0 1 2 1 1 0 0 1 0 0 1 0 0 split_gain=2.37456 14.1226 10.1113 33.5336 36.2801 49.8057 28.147 24.0746 19.1316 20.5874 20.0108 18.4149 23.6843 20.4656 24.9225 17.9701 15.3424 21.0984 14.235 14.1826 11.6123 11.0914 10.295 14.4696 23.7223 22.0286 11.6669 9.89423 18.0259 17.4183 threshold=2770.7851562500005 -36.499999999999993 3455.044799804688 57.500000000000007 61.500000000000007 3211.014770507813 1.0619999766349795 59.500000000000007 1.2994999885559084 3267.230346679688 1.247500002384186 53.500000000000007 1.0000000180025095e-35 54.500000000000007 2928.0368652343755 -5.4999999999999991 1.5000000000000002 46.500000000000007 -5.4999999999999991 2871.6833496093755 -2.4999999999999996 5.5000000000000009 66.500000000000014 72.500000000000014 -2.4999999999999996 76.500000000000014 81.500000000000014 3.5000000000000004 37.500000000000007 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 5 20 -2 -7 9 11 16 -8 15 19 21 -13 17 -11 -6 -14 -5 -15 -20 24 -24 -25 -27 -10 -29 -30 right_child=2 -3 -4 4 18 7 8 -9 27 10 -12 12 13 14 -16 -17 -18 -19 22 -21 -22 -23 23 25 -26 26 -28 28 29 -31 leaf_value=-0.015800319002556368 -0.010346462154148627 -8.6772116632949991e-05 9.09612357610743e-06 0.0032939542216555858 -0.016623273823283602 0.0061947241740058249 0.0022678942719649669 -0.0043947536122978404 0.00085940721649020648 -0.024047484029413251 -0.032295272860248705 -0.0097009130518496741 0.020847023830922056 -0.0078195469500241029 0.0080197230981412411 0.01526703673494848 -0.02363003880722956 0.013132249614262296 0.0049826763566452239 -0.0027763039328261123 -0.0097150841392753505 0.010441778396644973 0.029630574167690785 0.0151771097778115 -0.010173654872184997 -0.0078331877102111452 0.0032374264504265674 -0.0014191439936196938 0.010622968465991971 -0.0056479110284523093 leaf_weight=51.49562744051218 173.00966750085354 137189.35349045321 172551.36201818741 65.909190282225609 36.558187693357468 404.96117295324802 1084.5283687710762 369.53831072151661 7525.6068709492683 17.828057169914246 23.817965999245644 27.868927374482155 94.613456949591637 212.64891068637371 262.57174734771252 375.50704336166382 22.301212325692177 59.855526521801949 667.18120004236698 30.16499462723732 979.70697946846485 34.838134989142418 14.569180071353911 98.342742934823036 179.48660902678967 134.81721237301826 235.04160603508353 287.30320289731026 390.68024963140488 69.792672201991081 leaf_count=312 744 588590 764346 281 163 1660 4496 1511 32006 73 97 139 379 852 1053 1603 98 248 2719 121 3997 143 61 407 744 561 1027 1226 1574 287 internal_value=2.03787e-06 -9.26682e-05 7.17558e-05 0.000850772 -0.00185069 -0.00462401 0.00165571 0.00114215 0.0018531 0.00430823 -0.00758358 0.00500178 0.00785763 0.00424576 0.0015816 0.013542 -0.00169687 0.00459966 0.00184461 0.0151361 -0.00889507 -0.00524895 0.00235246 -0.000297319 -0.00718526 0.00255753 -0.000797922 0.00118644 0.00447765 0.00815683 internal_weight=323671 137241 186430 13879 3186.11 1820.12 10692.9 774.499 10519.9 2246.54 123.803 2122.74 1038.21 634.837 510.059 403.376 99.9848 77.6836 1366 124.778 1045.62 247.487 1329.44 662.257 194.056 468.202 369.859 8273.38 747.776 460.473 internal_count=1411518 588902 822616 58270 13131 7449 45139 3171 44395 9302 516 8786 4290 2548 2048 1742 419 321 5682 500 4278 995 5519 2800 805 1995 1588 35093 3087 1861 is_linear=0 shrinkage=0.03 Tree=687 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 1 2 2 2 2 0 0 1 0 2 0 2 2 2 2 0 2 1 2 1 0 1 0 2 split_gain=2.2859 5.13276 8.07141 9.51339 8.43811 7.94043 5.25095 9.23612 5.6032 10.6114 5.02563 4.59574 8.03026 10.774 4.54058 4.20414 4.04083 4.5698 3.81895 5.09784 3.53058 5.97275 12.6542 6.33814 6.19998 3.68845 3.41818 3.90411 3.1844 3.18322 threshold=25.500000000000004 35.500000000000007 2554.751831054688 4905.5217285156259 1023.0205383300782 13264.737792968752 32.500000000000007 4246.3449707031259 10857.155761718752 12986.766601562502 1338.8272094726565 50.500000000000007 77.500000000000014 28.500000000000004 31.500000000000004 5454.4433593750009 48.500000000000007 3673.103149414063 36363.248046875007 18421.471679687504 10120.596191406252 49.500000000000007 8226.4770507812518 38.500000000000007 1289.946716308594 34.500000000000007 78.500000000000014 40.500000000000007 41.500000000000007 2471.414184570313 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 14 -2 15 7 10 11 -10 -3 -9 13 -13 -4 -5 -12 -18 19 -11 21 22 29 25 -25 -23 27 -26 -22 -8 right_child=1 6 3 5 -6 -7 20 8 9 18 16 12 -14 -15 -16 -17 17 -19 -20 -21 28 23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=7.7551000281736131e-06 0.0061380278633891873 -0.0080132881536264591 0.027159886138314108 0.00052492565917709331 -0.027181429254799341 0.0051683660422933821 -0.008416204855084982 -0.023927882312394861 0.018561260393651469 -0.0056482490961137412 0.0060676183215421023 0.016321558010231843 -0.027670074897844624 -0.019928255771902569 0.0095093282016799029 -0.019667567558706689 -0.0064806102062256142 0.012299127154882768 -0.0029128424409213378 -0.027051799662739951 0.010012538358337104 -0.0013812435375536529 -0.033250131668709632 0.01238584559584691 -0.01423471408194975 0.011338994340221634 -0.012514901992593619 -0.00088768214865371942 0.00084246046949343584 -0.0010971768077980694 leaf_weight=321976.85827770829 12.467485114932062 62.918134994804859 19.156228303909302 16.407331824302673 15.156516566872595 103.80601538717747 88.034718856215477 34.718462720513344 14.616383820772169 21.109351366758347 94.604977488517761 15.986687093973162 14.46414180099964 13.705281987786291 41.607486769556999 21.361882984638214 65.066796436905861 14.208145901560782 42.652365289628506 19.056155040860176 38.350093111395836 30.598448306322098 14.120224997401236 26.443890362977982 21.137078300118446 62.263912558555603 29.157243192195892 295.04201762378216 306.22685257345438 136.25948725640774 leaf_count=1403846 65 364 83 70 70 433 429 214 61 91 399 65 61 56 181 89 280 59 184 92 161 128 65 111 88 259 138 1215 1582 579 internal_value=1.97785e-06 -0.00109824 0.00306777 0.00514446 -0.0121434 0.000882809 -0.00175409 -0.00461845 -0.00981705 -0.00500517 -0.000747806 -0.0157612 -0.00934001 -0.000410708 0.0150738 -0.0108957 0.0018812 -0.00311479 -0.00916437 -0.015803 -0.000624608 -0.00184384 -0.00570401 0.000136863 -0.00161427 0.00714763 -0.00268632 -0.00177995 0.00186305 -0.00396987 internal_weight=323668 1690.7 229.963 202.339 27.624 141.575 1460.74 413.107 176.309 97.4343 236.798 78.8746 44.1561 29.692 60.7637 37.7692 173.88 79.2749 82.8179 40.1655 1047.63 703.057 238.414 464.643 371.78 92.8624 345.336 316.179 344.577 224.294 internal_count=1411518 7672 991 856 135 592 6681 1926 824 428 1102 396 182 121 264 159 738 339 367 183 4755 3012 1073 1939 1552 387 1441 1303 1743 1008 is_linear=0 shrinkage=0.03 Tree=688 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 3 0 3 2 1 2 3 3 0 1 0 1 1 1 0 1 1 1 1 2 1 0 0 0 split_gain=2.22849 13.1957 9.50806 31.536 34.1536 46.907 26.823 22.6611 21.9966 25.434 20.0465 16.3251 22.2613 15.1337 14.7901 15.7635 13.8725 13.34 12.6172 13.3507 11.3737 10.9516 10.9316 10.3923 12.9716 12.6685 10.1104 15.1668 10.5465 9.68712 threshold=2770.7851562500005 -36.499999999999993 3455.044799804688 57.500000000000007 61.500000000000007 3211.014770507813 1.1054999828338625 59.500000000000007 1.2994999885559084 3267.230346679688 1.0000000180025095e-35 2928.0368652343755 1.247500002384186 1.247500002384186 55.500000000000007 -1.4999999999999998 51.500000000000007 -5.4999999999999991 -1.4999999999999998 29.500000000000004 46.500000000000007 -3.4999999999999996 -2.4999999999999996 1.0000000180025095e-35 3.5000000000000004 2871.6833496093755 1.0000000180025095e-35 53.500000000000007 54.500000000000007 66.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 5 22 10 -7 9 11 16 12 26 20 18 21 -2 -6 -13 -20 -11 -16 -5 -14 -25 -26 27 -8 -28 -19 right_child=2 -3 -4 4 17 7 8 -9 -10 13 -12 14 23 -15 15 -17 -18 29 19 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31 leaf_value=-0.015222353699960466 -0.0033294548576465978 -8.4110547917522205e-05 8.7040171182161582e-06 0.0031974153466713213 -0.016040597014884701 0.0060140452306654043 -0.0042615470759104976 -0.0042615001624371962 0.0011498788956681972 -0.020617771902173503 -0.015815154026238638 -0.0054138542627551892 0.0032232992566242629 -0.031356055128683745 0.0026866486900221599 0.010150285088272051 0.024547415327018995 0.0048344121082387718 0.0080195115100743872 -0.021163199204007825 0.0048853716302693527 0.033479499377630013 -0.0094294141079048887 -0.01065417616612665 -0.0046318127539311292 0.02745249469436838 0.011438789040898355 0.0095163972848926384 0.0010469988885791672 -0.00028793655262143481 leaf_weight=51.842679750174284 123.32237586379051 137188.58759330399 172550.03911982151 65.858194470405579 36.747168391942978 404.68203894793987 171.24178595840931 369.54696454107761 8272.4859159737825 23.709038734436035 136.13200348615646 81.616346716880798 143.99214066565037 23.796846300363541 13.141956195235251 237.60099110007286 18.472548127174377 667.08071102201939 527.36803060770035 14.496830821037291 46.81358727812767 49.7298763692379 979.10008282959461 184.43939177691936 31.043766796588898 17.219787776470184 329.84626123309135 123.95819298923016 119.82786703109741 662.0424904897809 leaf_count=312 512 588590 764346 281 163 1660 728 1511 35093 97 606 381 631 97 66 966 76 2719 2136 59 194 231 3997 739 126 70 1323 527 481 2800 internal_value=1.91759e-06 -8.9829e-05 6.94585e-05 0.000824987 -0.00179524 -0.00448707 0.00160566 0.00110943 0.00185117 0.00456231 -0.00759225 0.00526463 0.0028321 -0.0106691 0.00821744 0.013685 0.000302247 0.00178997 0.00558249 0.00723877 -0.00368854 0.0270429 -0.00863361 -0.00311122 -0.00703091 0.00681544 0.00583774 0.00152399 0.00866961 0.00228295 internal_weight=323666 137240 186425 13875.3 3185.06 1819.19 10690.3 774.229 10412.3 2139.84 277.927 2045.52 1121.57 94.3195 923.954 300.473 141.795 1365.87 623.481 541.865 70.5226 62.8718 1044.96 376.695 232.703 48.2636 744.874 295.2 449.674 1329.12 internal_count=1411518 588902 822616 58270 13131 7449 45139 3171 43945 8852 1194 8464 4625 388 3839 1263 588 5682 2576 2195 291 297 4278 1566 935 196 3059 1255 1804 5519 is_linear=0 shrinkage=0.03 Tree=689 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 1 2 2 2 2 3 3 0 0 1 0 2 2 2 2 0 2 1 2 1 0 1 2 0 split_gain=2.13918 4.8238 7.61373 8.99164 8.03445 7.47011 4.98673 8.71335 5.34529 9.97961 4.74376 4.58993 4.73978 4.45562 7.60399 10.1352 4.32887 3.94662 3.61757 3.94962 3.30191 5.60347 12.0986 5.96561 5.82501 3.47041 3.23335 3.66149 3.10997 3.07859 threshold=25.500000000000004 35.500000000000007 2554.751831054688 4905.5217285156259 1023.0205383300782 13264.737792968752 32.500000000000007 4246.3449707031259 10857.155761718752 12986.766601562502 3211.014770507813 1.7404999732971194 1.1980000138282778 50.500000000000007 77.500000000000014 28.500000000000004 31.500000000000004 5454.4433593750009 39196.445312500007 18421.471679687504 10120.596191406252 49.500000000000007 8226.4770507812518 38.500000000000007 1289.946716308594 34.500000000000007 78.500000000000014 40.500000000000007 43957.078125000007 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 16 -2 17 7 10 13 -10 -3 12 -12 -9 15 -15 -4 -5 19 -11 21 22 -8 25 -25 -23 27 -26 29 -7 right_child=1 6 3 5 -6 28 20 8 9 18 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=7.4471802398677552e-06 0.0059400744761763328 -0.0037665726150149584 0.026520673105520531 0.00050898460721357454 -0.026618405066444147 0.013195687851582809 -0.0038320155695167725 -0.023489597305226512 0.017968570013933594 -0.0054822266676954655 -0.0087370822816312966 -0.011636352141182874 0.011999186122861964 0.015839938376822179 -0.026964928429067107 -0.019316017450087541 0.0092400295494382625 -0.019049939953327842 -0.0022548595853918718 -0.023522806858257285 0.0018074479733328768 -0.0013259447663485002 -0.032608981597268411 0.012003933127472938 -0.013769204192554908 0.011014951886470779 -0.012170755155816211 -0.0008531346805279057 -0.0046622682496967162 0.0014213190002702963 leaf_weight=321973.25836783717 12.501255527138712 156.65189427882433 19.028930068016052 16.405153438448906 15.013540849089621 43.66033573448658 224.11968124657869 34.311870373785496 14.64488762617111 21.097354836761951 12.0825048238039 12.300202801823614 55.445301473140717 15.978444159030916 14.398256599903105 13.715513303875921 41.499357953667641 21.392639920115471 38.995535552501678 22.644859693944454 344.47965007275343 30.600366160273552 13.968340739607809 26.471788004040718 21.1706712692976 62.183667600154877 29.082611935213208 295.04571998119354 23.19072799384594 36.857282593846321 leaf_count=1403846 65 753 83 70 70 184 1008 214 61 91 64 56 229 65 61 56 181 89 169 107 1743 128 65 111 88 259 138 1215 94 155 internal_value=1.86125e-06 -0.00106302 0.00297954 0.00499583 -0.0118256 0.0008566 -0.00169888 -0.0044937 -0.00955228 -0.00485829 -0.000733414 0.00521876 0.00828892 -0.0153825 -0.0090737 -0.000398449 0.0146727 -0.0105609 -0.00889873 -0.0148216 -0.000598524 -0.00177808 -0.00552033 0.000139848 -0.00155851 0.0069449 -0.00259825 -0.00171786 0.00501785 0.00780592 internal_weight=323662 1688.94 229.549 202.034 27.5148 141.506 1459.39 412.267 175.787 97.3826 236.48 79.828 67.5278 78.4041 44.0922 29.694 60.5283 37.7978 82.7378 43.7422 1047.12 702.643 238.088 464.555 371.771 92.784 345.299 316.216 103.708 80.5176 internal_count=1411518 7672 991 856 135 592 6681 1926 824 428 1102 349 293 396 182 121 264 159 367 198 4755 3012 1073 1939 1552 387 1441 1303 433 339 is_linear=0 shrinkage=0.03 Tree=690 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 1 1 2 0 1 0 2 3 2 2 3 2 0 2 1 2 2 3 3 3 2 2 2 2 split_gain=3.47085 2.72296 5.04816 12.688 10.5486 9.415 6.57543 5.4958 5.54012 6.85238 5.49152 5.27965 5.19006 4.17096 8.99204 19.6969 8.22566 11.0052 11.7751 9.46788 7.21872 7.84573 6.88202 6.72653 6.23247 5.71088 7.2939 7.29939 6.11797 19.4972 threshold=11.500000000000002 22.500000000000004 28492.581054687504 14427.237304687502 40758.552734375007 15.500000000000002 12.500000000000002 19.500000000000004 4326.6347656250009 20.500000000000004 14.500000000000002 14.500000000000002 1395.3037719726565 2.7749999761581425 6559.7421875000009 1921.9818115234377 3.0835000276565556 7353.4816894531259 25.500000000000004 7510.0949707031259 14.500000000000002 736.05068969726574 4805.4782714843759 2.9229999780654912 2.9229999780654912 2.3904999494552617 29455.711914062504 50009.173828125007 5699.5627441406259 6559.7421875000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 -4 6 -6 8 9 10 -2 -10 -12 25 15 20 17 -16 -19 -18 21 -15 24 -24 -17 28 -27 -28 -3 -30 right_child=1 13 4 -5 5 -7 -8 -9 11 -11 12 -13 -14 14 16 22 19 18 -20 -21 -22 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=5.382791761007817e-05 -0.0020123713668670873 -8.8376147443026737e-05 0.01660985411570572 -0.017615637104250327 0.00094227597677118608 -0.0050708892634175181 0.020426000613207363 -0.015861021184705986 -0.011750620807743415 0.01218468391790316 -0.0072841058101254571 0.0064817960921249446 -0.03406870827602352 0.0056620327196196894 0.017879189148780669 -0.02638700839904894 -0.01564399004130371 0.017210031222630064 -0.0078699309043147956 -0.0010083668416230426 -0.0025266059239013117 0.036105158523322474 0.0085304618212508013 -0.01088722419911207 -0.012206692690306511 0.0048556159802514562 -0.017275081142584543 0.0019379116009597939 -0.023603974459896766 -0.0019970696898253407 leaf_weight=318142.22975378472 49.702056884765625 2608.517693284899 52.575502946972847 36.636586770415306 33.474107444286346 91.738231599330902 29.17725083231926 16.309131219983101 15.563880309462546 19.142322704195976 14.984138712286951 175.21749705076218 11.514094531536101 35.445191130042076 46.565782129764557 39.279290571808815 43.519971698522568 23.95008596777916 56.817405670881271 462.99695962993428 88.814752176403999 9.7051154822111112 22.942595779895782 53.490871369838715 96.249627912417054 324.86584171652794 29.111045658588409 45.789553254842758 39.038169182837009 1010.6777182072401 leaf_count=1384525 263 13319 234 150 146 377 129 79 63 96 92 730 69 187 188 219 179 100 237 2264 451 50 93 221 540 1464 122 195 253 4763 internal_value=4.08141e-05 -0.000700659 0.00131161 -0.000942018 0.00500371 0.00105138 0.010016 0.00107782 0.00204333 -0.00386178 -0.00789282 0.0049944 -0.0189226 -0.000918765 -0.00267552 -0.00656586 -0.000552348 0.00626381 -0.000432938 -0.00226586 0.00243867 0.0122058 -0.0122569 -0.00505873 -0.0163165 -0.000494607 0.00290986 -0.00552946 -0.000866642 -0.00280061 internal_weight=323726 5583.81 546.035 339.07 206.965 154.39 62.6514 302.433 286.124 95.3426 76.2003 190.781 26.4982 5037.78 979.778 345.927 633.85 127.333 80.7675 506.517 133.965 45.1503 211.962 76.4335 135.529 4058 399.766 74.9006 3658.23 1049.72 internal_count=1411798 27273 2428 1542 886 652 275 1392 1313 520 424 793 161 24845 4729 1761 2968 525 337 2443 688 237 1073 314 759 20116 1781 317 18335 5016 is_linear=0 shrinkage=0.03 Tree=691 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 1 1 2 0 1 2 0 1 3 2 2 3 2 2 1 2 2 3 1 1 1 2 0 2 split_gain=3.26801 2.56397 4.76027 11.9324 9.99098 8.87429 6.23393 5.17196 5.22093 6.45088 5.24944 5.05242 4.97001 3.94754 3.93231 8.50036 18.6694 7.74053 10.4734 8.9154 6.75225 7.19915 6.60789 6.33241 6.21252 11.8886 5.55737 9.24599 15.5292 9.13798 threshold=11.500000000000002 22.500000000000004 28492.581054687504 14427.237304687502 40758.552734375007 15.500000000000002 12.500000000000002 19.500000000000004 4326.6347656250009 20.500000000000004 14.500000000000002 1395.3037719726565 14.500000000000002 16.500000000000004 2.7749999761581425 6559.7421875000009 1921.9818115234377 3.0835000276565556 37774.541015625007 7510.0949707031259 14.500000000000002 736.05068969726574 4805.4782714843759 2.9229999780654912 23.500000000000004 21.500000000000004 22.500000000000004 12411.391601562502 45.500000000000007 43957.078125000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 13 6 -6 8 9 10 -2 -12 -10 -4 26 16 20 18 -17 -19 21 -16 24 -24 25 -18 27 -3 29 -29 right_child=1 14 4 -5 5 -7 -8 -9 12 -11 11 -13 -14 -15 15 17 22 19 -20 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=5.2213122335487568e-05 -0.0019538559515145182 -0.00048901507646866536 0.0043812608884363875 -0.017079538645179349 0.00091421923418617845 -0.0049176551689289914 0.019910820735927794 -0.015384934102627082 -0.011391754784441129 0.011763299525859094 -0.0070904123840694246 -0.033677274532336127 0.0062942570367689561 0.021941560714609318 0.005477287551251122 0.011227729779755518 -0.016472552062101242 -0.015184505815518152 -0.0082970891889106325 -0.00097815029594011519 -0.002453417815390711 0.034443956407058524 0.0082776827693380114 -0.010566589438821701 -0.026676307421523673 0.012591959037677654 0.00085255458413351364 -0.01165672992608098 0.0022730822850638688 0.001901367560425021 leaf_weight=318141.82980556658 49.655559003353119 1928.8274735845625 17.130208671092987 36.652689397335052 33.46651828289032 91.758572936058044 29.036383658647537 16.309395626187325 15.57241816818714 19.23180465400219 14.932461366057398 11.30170790851116 175.02792571485043 35.188254162669182 35.540039509534836 93.725843042135239 83.77030523121357 43.492198973894119 33.586636319756508 462.98081024596468 88.721700191497803 9.8654618114232999 22.934038996696472 53.461042776703835 35.73636669665575 14.922509700059889 1662.6670157201588 248.37837511301041 162.8343071937561 54.569415658712387 leaf_count=1384525 263 10460 71 150 146 377 129 79 63 96 92 69 730 163 187 383 470 179 142 2264 451 50 93 221 210 79 7449 1289 667 251 internal_value=3.95881e-05 -0.000680059 0.00127406 -0.000915115 0.00486317 0.00102097 0.00973929 0.0010465 0.00198443 -0.00375602 -0.00768889 -0.0185441 0.00484928 0.0161919 -0.000891637 -0.00259845 -0.0063881 -0.000535852 0.00607684 -0.00219809 0.00236192 0.011771 -0.0119549 -0.00490948 -0.0159587 -0.012078 -0.000479903 -0.00140508 -0.00519854 -0.00921454 internal_weight=323723 5581.28 545.264 338.684 206.58 154.261 62.5029 302.031 285.722 95.1215 75.8897 26.2342 190.6 52.3185 5036.01 978.737 344.951 633.785 127.312 506.473 134.127 45.4055 210.824 76.3951 134.429 98.6928 4057.28 2394.61 465.782 302.948 internal_count=1411798 27273 2428 1542 886 652 275 1392 1313 520 424 161 793 234 24845 4729 1761 2968 525 2443 688 237 1073 314 759 549 20116 12667 2207 1540 is_linear=0 shrinkage=0.03 Tree=692 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 1 2 0 2 0 2 0 0 1 1 1 2 2 2 0 2 2 2 1 2 1 2 2 1 3 split_gain=3.07762 2.48008 11.3335 13.3668 8.99187 5.94524 6.5814 5.89051 8.4071 5.16754 5.62639 5.42765 9.3953 5.01447 16.9477 4.96026 9.27931 7.8445 11.0062 12.9859 5.82875 14.8591 8.84869 5.52858 5.43052 11.13 4.95347 4.82345 4.7521 5.04101 threshold=11.500000000000002 32.500000000000007 276.59585571289068 3673.103149414063 94494.871093750015 17.500000000000004 1395.3037719726565 26.500000000000004 550.44073486328136 26.500000000000004 1707.8798828125002 23.500000000000004 18.500000000000004 23.500000000000004 21.500000000000004 23.500000000000004 4706.8647460937509 5006.9262695312509 6261.4145507812509 27.500000000000004 13578.460937500002 32790.857421875007 5975.3146972656259 17.500000000000004 45473.716796875007 15.500000000000002 2770.7851562500005 937.66867065429699 25.500000000000004 2.1755000352859502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 15 6 27 13 -9 10 -8 12 -12 14 -7 17 -17 23 -19 -20 22 28 -18 -5 -21 -26 -11 -4 -22 -30 right_child=1 -3 3 4 -6 7 9 8 -10 26 11 -13 -14 -15 -16 16 20 18 19 24 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=5.0646817128113317e-05 0.030256547050009137 -0.0010370418782838474 0.0011106489580312699 -0.016704170086688563 -0.010805014617461205 -0.022299622685220632 -0.031476318696482763 -0.018175190538019918 0.0038228802611955087 -0.0089052985795896548 -0.010080658199986197 -0.014682798560201944 0.025153394781782648 -0.029028961646925224 0.017586228443277004 0.029272087638865942 0.00555104010257785 0.011086016285569851 0.0027087766934653073 -0.011918857197863848 0.035468711827152291 -0.0055212401334487106 -0.019126086713009118 0.0019598957817609599 -0.015555548420398971 0.025497952074292944 0.019146207148486145 0.023890715266047906 0.028143671050422717 0.0064647884736018782 leaf_weight=318141.44150187646 11.355069801211355 4116.8008469040506 120.31897684931755 34.682811558246613 48.190947026014328 33.401798829436302 10.371939837932585 23.681277588009834 46.022660255432129 11.148195698857307 20.138339757919315 43.476310908794403 10.292402446269987 19.276648163795471 13.44778126478195 15.558406472206114 41.327930748462677 111.07719396054745 583.15286065638065 87.64220230281353 12.984966725111006 34.629114642739296 19.131721422076225 24.28559710085392 12.326283767819406 11.477610126137732 11.519955888390541 8.9905503988265973 15.507559403777121 25.572629675269127 leaf_count=1384525 51 20611 696 143 201 201 68 139 214 52 102 249 51 117 72 69 176 448 2452 411 53 140 78 98 56 50 51 50 67 107 internal_value=3.83988e-05 -0.000660193 0.000401696 0.000167842 0.00186066 -0.00473449 -0.00185914 -0.00973573 -0.00365076 -0.00736493 -0.0107849 -0.00788115 0.00183634 -0.0161499 -0.0108507 0.00245362 0.00722503 0.00154468 0.00231775 0.000915563 0.00492527 0.00982167 -0.00225774 -0.00901755 -0.0084676 0.00423937 0.00535048 0.00269449 0.0196489 0.0146485 internal_weight=323719 5577.79 1460.99 1449.63 1077.55 372.087 236.257 135.83 69.7039 106.947 84.279 73.9071 30.4307 66.1262 46.8496 1029.36 164.712 864.645 805.676 694.599 149.154 88.6943 60.4597 58.9684 111.446 23.8039 22.6682 129.31 54.0652 41.0802 internal_count=1411798 27273 6662 6611 4549 2062 1319 743 353 573 470 402 153 390 273 4348 690 3658 3417 2969 621 367 254 241 517 106 103 746 227 174 is_linear=0 shrinkage=0.03 Tree=693 num_leaves=31 num_cat=0 split_feature=1 2 2 0 3 2 0 2 2 0 2 2 1 1 0 2 2 1 1 0 2 1 0 1 0 2 2 1 2 0 split_gain=2.89819 2.34209 8.90255 9.52691 8.73207 7.82189 9.91191 6.37116 5.32508 7.74541 20.9683 11.5611 7.31774 13.6224 9.72514 7.87262 7.07412 5.80111 8.22722 7.41499 16.1578 6.68957 5.61391 5.30227 5.78594 5.28079 10.1732 6.48107 15.1413 7.65515 threshold=11.500000000000002 302.06753540039068 496.29238891601568 54.500000000000007 1.1510000228881838 269.37811279296881 32.500000000000007 142.00050354003909 2292.840698242188 56.500000000000007 2770.7851562500005 3600.6882324218755 22.500000000000004 19.500000000000004 36.500000000000007 3383.5720214843755 2983.330444335938 43.500000000000007 26.500000000000004 74.500000000000014 814.81753540039074 50.500000000000007 59.500000000000007 32.500000000000007 43.500000000000007 94494.871093750015 55938.710937500007 13.500000000000002 43957.078125000007 21.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 7 6 -6 -2 17 11 22 12 13 15 -14 -10 -16 18 19 -4 -21 -19 -11 -18 -25 26 27 28 -13 -29 right_child=1 2 8 -5 5 -7 -8 -9 9 10 -12 25 14 -15 16 -17 23 21 -20 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=4.9127453808143867e-05 0.002598432411173125 0.0017954278316104401 -0.0036073999983687417 0.015781464317711269 0.02916189219568224 -0.01016483090914819 0.00063417257520172773 -0.013942251357819067 0.0019113897411703732 -0.030052496331134326 -0.001535868531112021 -0.0030653637123989872 0.026719424292055573 -0.013531136696046974 0.0089778002647878368 0.020335841736002051 0.0070618901099424895 0.017101193894760804 -0.011132088653447787 -0.0042818414382314578 0.031883605295439398 -0.0068643372590271876 -0.0094977021958551813 0.00019851991918114618 -0.021468217002105938 -0.0095361802748040216 0.007770094125759232 0.0053898046025208195 -0.036906246741920522 -0.00064383311932238651 leaf_weight=318141.06450795708 27.721245244145393 179.06004513800144 407.61249537020922 58.041881576180458 11.426743000745772 59.673132821917534 269.15823907405138 85.906342621892691 196.28468003869057 28.744058147072792 1240.6406020228751 410.52465471625328 21.843404203653336 49.635891392827034 204.65904441475868 23.356030493974686 37.639292404055595 25.512538686394691 119.6619585826993 30.620824843645096 17.456776604056358 17.793501131236553 20.478481907397509 29.158951178193092 17.9030951410532 56.036417715251446 135.22441804409027 215.27713893353939 12.254539743065832 1565.3853448331356 leaf_count=1384525 174 1051 2129 283 51 386 1895 719 822 128 5670 2015 91 209 840 100 155 105 571 149 87 75 99 121 73 244 579 920 54 7478 internal_value=3.72451e-05 -0.000640868 -0.000457799 0.00521917 -0.00270629 -0.00030168 0.00179596 -0.00990689 -0.000733413 -0.000356125 -0.00229776 0.000485651 0.00428402 0.000662928 0.00741725 0.0038706 0.00596016 -0.00333445 -0.00413145 -0.00229312 0.00884968 0.00725428 -0.0215009 -0.0013312 -0.00804383 -0.000435081 -0.000217011 -0.000707176 -0.00404626 8.56169e-05 internal_weight=323716 5574.69 5120.81 237.102 453.886 340.258 280.585 113.628 4883.7 4265.05 1289.86 2975.18 580.48 269.277 311.204 219.641 289.36 618.658 575.352 455.69 48.0776 43.306 49.2225 84.7013 47.062 2394.7 2338.67 2203.44 422.779 1780.66 internal_count=1411798 27273 24048 1334 3225 2332 1946 893 22714 19598 5897 13701 2411 1131 1280 922 1189 3116 2936 2365 236 180 227 349 194 11290 11046 10467 2069 8398 is_linear=0 shrinkage=0.03 Tree=694 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 1 1 2 2 0 0 0 0 1 2 3 0 1 2 2 2 0 2 2 2 2 2 1 split_gain=2.7291 2.29528 7.61781 8.44811 4.20357 6.04242 4.75297 3.28602 3.13503 6.89933 10.5018 10.4106 6.39581 10.6783 6.35162 5.5547 6.74863 4.89607 8.82519 4.6806 10.2488 4.64927 4.9327 4.42655 9.13248 10.8995 7.97585 5.6037 7.3352 7.806 threshold=11.500000000000002 16.500000000000004 54303.691406250007 75297.019531250015 15423.644531250002 10603.448730468752 3991.455688476563 12.500000000000002 17.500000000000004 12411.391601562502 7882.7980957031259 48.500000000000007 77.500000000000014 82.500000000000014 18.500000000000004 16.500000000000004 25918.428710937504 1.4100000262260439 19.500000000000004 12.500000000000002 17012.167968750004 142.00050354003909 145.14741516113284 40.500000000000007 245.54091644287112 2047.524841308594 89440.765625000015 202.10085296630862 3325.9851074218755 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 5 6 -2 -7 9 10 14 15 -13 -14 -3 19 -17 -12 -19 20 -11 -16 -23 24 -10 -26 -27 -25 29 -29 right_child=1 8 3 -5 -6 7 -8 -9 23 11 17 12 13 -15 21 16 -18 18 -20 -21 -22 22 -24 27 25 26 -28 28 -30 -31 leaf_value=4.7653664241434675e-05 0.0012827860029294754 -0.018409010126409355 0.017563705546631479 -0.0061192409753326148 -0.016521328881321979 -0.0011679545702535071 -0.016953173658159078 0.01646680284313632 0.018478054736408459 0.015758023442712304 0.014012642520404406 0.0047587692744698804 -0.031106531551542832 -3.9735229626114447e-05 0.010673773522690402 -0.010515131725130373 0.012062670822104117 0.014104799876942875 -0.0017386650670671545 -0.011592883290051623 -0.0098006851249898327 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-0.00215174 0.000290043 -0.00632791 0.00920622 -0.000731431 -0.00157993 -0.000683579 -0.00463095 0.00110887 -0.00749541 -0.001512 -0.00779704 0.00164853 0.00581763 0.00310676 -0.00938983 -0.00266505 -0.00129466 -0.00152215 -0.00011538 0.00138095 0.000957046 0.00210127 -0.000966746 -0.000642081 0.0017895 internal_weight=323713 5571.87 174.101 66.2783 107.823 92.1619 52.8985 39.2634 5397.77 2270.52 1754.94 515.582 183.292 54.5933 1556.59 332.29 47.948 198.349 149.046 284.342 70.165 1536.82 1508.16 3127.25 1134.06 1106.62 964.21 1993.19 1913.48 705.105 internal_count=1411798 27273 780 291 489 422 257 165 26493 11659 9305 2354 758 236 8391 1596 228 914 676 1368 329 8284 8107 14834 5171 5022 4215 9663 9075 3274 is_linear=0 shrinkage=0.03 Tree=695 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 0 1 1 0 0 3 3 0 0 1 0 2 2 0 2 2 2 2 2 0 1 2 0 0 0 split_gain=2.0799 11.8557 20.4404 18.7633 17.0427 12.5007 11.7766 9.58152 8.29077 8.14805 12.6442 7.75653 7.57824 7.42531 13.1938 34.7853 13.555 13.181 12.0886 31.5157 17.3505 16.7911 12.765 16.645 16.59 13.9003 17.9783 16.2356 11.8618 10.3148 threshold=17918.074218750004 18421.471679687504 2.7749999761581425 2.0774999856948857 3.4465000629425053 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 67.500000000000014 59.500000000000007 1.2994999885559084 1.247500002384186 35.500000000000007 10.500000000000002 1.5000000000000002 5.5000000000000009 37774.541015625007 22743.409179687504 6.5000000000000009 31791.298828125004 35189.248046875007 99995.847656250015 21398.625000000004 19525.543945312504 9.5000000000000018 5.5000000000000009 35189.248046875007 9.5000000000000018 7.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 -4 -6 11 8 -5 10 -8 -2 -12 14 -3 16 17 29 19 -17 -21 22 23 24 -20 -24 28 -28 -27 -16 right_child=1 13 4 7 5 -7 9 -9 -10 -11 12 -13 -14 -15 15 18 -18 -19 21 20 -22 -23 25 -25 -26 26 27 -29 -30 -31 leaf_value=3.0871556833097436e-05 0.0043349146940796571 3.5539102182080519e-05 -0.020661495340828038 0.0030176788924672297 -0.012734065917641047 -0.0023135551474619816 -0.0070177751219585487 0.028493858295266548 0.023200306638262159 -0.01054510051978727 -0.002611804462194587 -0.011672205237525112 0.013412813550560159 -0.00036801925033664055 -0.016939980960642215 -0.0077769084240081514 -0.00047303761878241576 -0.011711451519858683 -0.005567904599024261 0.023194907632726722 0.0085074553935761497 -0.0021674161740380129 0.0076406985245882179 -0.0063187201923678863 0.021031521253377726 -0.010925586779377001 -0.036806477072208528 -0.0016549513629514718 0.014934582336626683 0.014599391566537457 leaf_weight=257426.30048323038 34.369775854051113 23095.833506736089 72.443224877119064 90.25858411192894 142.13414832577109 382.26205574721098 60.432411104440689 22.636073350906372 22.98251810669899 38.82273842394352 35.485682740807533 131.42432722449303 105.6015041321516 38842.09621889377 12.876634150743483 87.649201765656471 770.19219602644444 207.24094350636005 36.69099947810173 96.129643782973289 293.08327597379684 415.67791251838207 878.95699638128281 178.05895428359509 49.672549933195114 24.046359837055206 21.562507808208466 26.187803417444229 47.492368966341019 33.906569942831993 leaf_count=1110315 145 122374 293 363 626 1597 246 92 94 156 150 541 431 160917 62 356 3311 889 148 422 1228 1705 3591 720 201 100 88 106 193 151 internal_value=-7.70914e-06 -0.000157607 -0.0031921 0.0010254 -0.00702218 -0.00513797 -0.00220315 0.0106755 0.00711379 0.00203976 0.00446423 -0.00835387 0.00938237 -0.000104536 0.000284964 0.00209683 -0.00245508 -0.00846458 0.00426002 0.00847514 0.012135 0.0030624 0.00478409 -0.00107671 0.00973093 0.00633654 -0.0032729 -0.0175283 0.00624219 0.00591848 internal_weight=323683 66256.2 1138.85 542.014 596.839 524.396 406.136 135.877 113.241 240.342 201.52 165.794 141.087 65117.4 26275.3 3179.42 1024.22 254.024 2155.21 476.862 389.213 1678.35 1262.67 264.423 86.3635 998.246 119.289 47.7503 71.5387 46.7832 internal_count=1411611 301296 4734 2218 2516 2223 1669 549 457 983 827 686 581 296562 135645 13271 4413 1102 8858 2006 1650 6852 5147 1069 349 4078 487 194 293 213 is_linear=0 shrinkage=0.03 Tree=696 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 3 1 0 2 0 2 0 0 3 2 1 3 3 1 2 2 0 1 0 2 2 2 2 2 0 split_gain=2.06075 10.8365 9.39126 8.95124 21.557 17.2205 9.27983 9.03597 15.7364 11.6208 10.7474 14.7155 9.60113 7.93365 16.5971 11.1631 7.83498 23.0082 26 21.1016 21.7312 11.6541 10.0338 16.62 12.5009 10.149 23.5738 9.97275 9.16363 9.14169 threshold=294.42443847656256 317.43702697753912 79.500000000000014 1.1980000138282778 1.469500005245209 1.532000005245209 -1.4999999999999998 44.500000000000007 302.06753540039068 54.500000000000007 308.54922485351568 41.500000000000007 54.500000000000007 1.247500002384186 169.44351196289065 8.5000000000000018 2.7749999761581425 3.2575000524520878 2.5000000000000004 207.08887481689456 263.64595031738287 27.500000000000004 1.0000000180025095e-35 77.500000000000014 215.8664245605469 177.03444671630862 194.10739898681643 151.73783874511722 142.00050354003909 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 13 -2 7 -6 -7 10 12 -10 11 -5 -9 14 -1 -16 21 19 22 -18 -21 27 23 25 -24 28 -27 -15 -19 -26 right_child=1 -3 -4 4 5 6 -8 8 9 -11 -12 -13 -14 16 15 -17 17 18 -20 20 -22 -23 24 -25 29 26 -28 -29 -30 -31 leaf_value=-0.0004009648756907665 -0.004442525577471497 1.0552927463452517e-06 -0.0085964877063396464 -0.003343054445850206 -0.018113129701814147 -0.0017540591515808313 0.0024504765475850906 0.027898242414999004 -0.0142270110652168 0.0075271847358690473 0.030949429100478772 0.026569753572808323 0.0028936966379239574 0.010172607861878992 0.0018572361898801142 -0.0079961139207673036 0.0036819548775246882 0.0018722796594485731 0.010796478540937933 0.044053005200329454 0.010328343196240269 -0.00057849493815818518 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0.0013717 0.00163213 0.0106457 0.0060151 -0.00183421 0.0178561 0.0101003 0.0181804 -0.000178405 0.000382225 0.00167137 -0.000478638 0.00115942 -0.000821777 0.00551493 0.0193245 -0.000634459 -0.00204285 0.000211171 -0.00472706 -0.000788439 -0.00191659 -0.00806379 0.00973226 -0.00119744 internal_weight=323680 281139 42540.7 3500.22 3297.79 3054.22 3013.94 243.569 148.318 90.1508 95.2507 59.8178 58.1675 42421 14794.7 5591.3 27626.4 2399.71 1649.43 750.277 87.9168 25226.7 1492.56 811.291 681.27 769.583 695.052 188.609 74.5313 388.324 internal_count=1411611 1228854 182757 14897 13971 12946 12773 1025 624 380 401 250 244 182179 63627 23865 118552 10844 7575 3269 373 107708 6843 3745 3098 3550 3076 811 474 1665 is_linear=0 shrinkage=0.03 Tree=697 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 0 1 1 0 0 3 3 0 0 0 1 0 2 2 0 2 2 2 2 2 0 1 2 0 0 split_gain=1.96387 11.1533 19.2284 17.6562 16.0627 11.7543 11.0813 8.97911 7.83274 7.66264 11.8921 7.29681 7.12136 7.40418 6.98684 12.4264 32.7649 12.8184 11.4649 11.4245 29.7364 16.5788 15.8131 12.0287 15.6678 15.6538 13.0882 16.9554 15.394 11.1809 threshold=17918.074218750004 18421.471679687504 2.7749999761581425 2.0774999856948857 3.4465000629425053 9.5000000000000018 1.0000000180025095e-35 1.5000000000000002 67.500000000000014 59.500000000000007 1.2994999885559084 1.247500002384186 35.500000000000007 33.500000000000007 10.500000000000002 1.5000000000000002 5.5000000000000009 39196.445312500007 22743.409179687504 6.5000000000000009 31791.298828125004 35189.248046875007 99995.847656250015 21398.625000000004 19525.543945312504 9.5000000000000018 5.5000000000000009 35189.248046875007 9.5000000000000018 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 -4 -6 11 8 -5 10 -8 -2 13 -12 15 -3 17 18 -17 20 -18 -22 23 24 25 -21 -25 29 -29 -28 right_child=1 14 4 7 5 -7 9 -9 -10 -11 12 -13 -14 -15 -16 16 19 -19 -20 22 21 -23 -24 26 -26 -27 27 28 -30 -31 leaf_value=3.0235866784583559e-05 0.0042070271958173037 3.444162313974057e-05 -0.020057841341076594 0.002927090943452964 -0.012346136135375206 -0.0022435997659598153 -0.0068076152484292203 0.027585833658593035 0.022565069129894168 -0.010222568708764179 0.015328637387304179 -0.011321576879591733 0.013000268236697145 -0.013050900714461315 -0.00035700837552405079 0.005731590498516936 -0.0075451617409113755 -0.00031106031649716885 -0.010518406900084595 -0.0053985359758104371 0.02265959724912224 0.0082623761390950828 -0.0021030990320716476 0.0074183117989602117 -0.0061256948079180581 0.020449117619725621 -0.010609827296189251 -0.035881301021451796 -0.001605565309792047 0.014514313142386348 leaf_weight=257423.10625993309 34.352142423391342 23095.64991860278 72.385710135102272 90.259383007884026 142.20146254636347 382.35944543778896 60.429421469569206 22.679020762443542 22.921516194939613 38.845961853861809 13.14492145180702 131.429957062006 105.68249852955341 22.327698945999146 38842.303429977037 46.849175587296486 87.631708592176437 741.51520109176636 235.5049395263195 36.706810161471367 95.458714321255684 292.72779087722301 415.54681234061718 878.15577805042267 178.15901309251785 49.556324362754822 24.019626721739769 21.456543147563934 26.184099912643433 47.402773335576057 leaf_count=1110315 145 122374 293 363 626 1597 246 92 94 156 53 541 431 97 160917 213 356 3192 1008 148 422 1228 1705 3591 720 201 100 88 106 193 internal_value=-7.25308e-06 -0.000152913 -0.00309593 0.000994481 -0.00681033 -0.00498226 -0.00213672 0.0103566 0.0069042 0.00197775 0.00432879 -0.00810385 0.00909636 -0.00253443 -0.000101432 0.000276421 0.00203559 -0.00238241 -0.00782215 0.00413659 0.00823947 0.0118028 0.0029726 0.00464439 -0.00104427 0.00945039 0.00615279 -0.00318112 -0.0170428 0.00606497 internal_weight=323677 66253.8 1139.02 542.073 596.947 524.561 406.213 135.86 113.181 240.431 201.585 165.782 141.155 35.4726 65114.8 26272.5 3176.88 1023.87 282.354 2153.01 475.818 388.187 1677.19 1261.64 264.422 86.2631 997.219 119.063 47.6406 71.4224 internal_count=1411611 301296 4734 2218 2516 2223 1669 549 457 983 827 686 581 150 296562 135645 13271 4413 1221 8858 2006 1650 6852 5147 1069 349 4078 487 194 293 is_linear=0 shrinkage=0.03 Tree=698 num_leaves=31 num_cat=0 split_feature=2 0 1 3 1 2 0 0 1 3 2 3 1 0 0 2 0 2 2 3 2 1 2 0 0 0 0 2 1 1 split_gain=1.98878 5.82812 11.1294 7.49667 20.3475 16.328 26.3348 18.8407 10.2446 9.19051 12.7944 32.8082 12.5958 14.8773 18.2894 13.295 11.5401 11.2568 15.2748 14.1449 12.6843 10.6753 14.7666 10.571 10.1564 16.103 8.88246 17.003 8.7336 8.4357 threshold=440.65109252929693 81.500000000000014 1.5000000000000002 3.653500080108643 4.5000000000000009 302.06753540039068 20.500000000000004 9.5000000000000018 -1.4999999999999998 2.3904999494552617 396.72427368164068 1.8174999952316286 5.5000000000000009 47.500000000000007 62.500000000000007 417.75494384765631 68.500000000000014 325.14366149902349 173.86003112792972 3.2575000524520878 219.02408599853518 -1.4999999999999998 317.43702697753912 68.500000000000014 50.500000000000007 40.500000000000007 64.500000000000014 417.75494384765631 -3.4999999999999996 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 9 5 -5 7 -7 -9 10 21 12 13 -12 -15 -14 26 18 28 -20 -21 22 23 -1 25 -24 -13 -28 -11 -25 right_child=-2 2 -4 4 -6 6 -8 8 -10 17 11 16 15 14 -16 -17 -18 -19 19 20 -22 -23 24 29 -26 -27 27 -29 -30 -31 leaf_value=-0.00057335261613170399 2.8688788819448553e-05 -0.0026292557767421845 -0.024890962858703371 -0.0011846714285134769 0.018463677039273763 -0.01244106018669878 0.018244435645460529 0.01156025501060956 0.0021346709609191159 0.012445722979399484 -0.007378782238059732 0.0074446601926225547 -0.0011205360470647823 0.0069949908559631827 -0.023476368865048499 0.034458987442917824 0.0013802422030853496 -0.0016161390159826771 0.0051401960016223738 -0.0036752390856268535 0.013806772916069604 9.0168435942538654e-05 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0.00155016 0.0010704 0.00403973 0.00227832 0.00364522 -0.000212046 -4.42813e-05 0.00277081 -0.00276288 -0.00396328 0.00337914 0.0137242 0.00655281 -0.00105825 0.000825499 0.00300847 -0.00177277 -0.000128404 -0.00105942 -0.000654297 -0.00471377 -0.00671395 0.00894865 0.0182285 -0.00203351 -0.0151992 internal_weight=323674 60690.2 168.224 60521.9 2256.85 2194.6 947.287 842.781 771.167 58265.1 48624.9 1410.88 572.79 533.916 169.511 38.8739 838.088 9640.19 2202.7 1249.02 385.155 47214 8976.82 8080.95 895.865 643.534 572.784 79.8845 953.678 44.7226 internal_count=1411611 259937 778 259159 10595 10307 4519 4079 3709 248564 207673 5940 2433 2222 709 211 3507 40891 9566 5399 1687 201733 37821 34106 3715 2668 2390 329 4167 183 is_linear=0 shrinkage=0.03 Tree=699 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 3 1 0 2 0 2 0 0 1 3 2 1 3 3 1 2 2 0 1 0 2 2 2 2 2 split_gain=1.9334 10.0926 8.61345 8.40893 20.3824 16.242 8.60886 8.54185 14.8593 10.9496 10.1998 13.9105 9.10829 7.50517 7.45677 15.6241 10.5462 7.3645 20.9922 23.7174 19.6218 20.5205 10.9204 9.46863 15.7013 11.6798 9.56264 21.901 9.44234 8.74881 threshold=294.42443847656256 317.43702697753912 79.500000000000014 1.1980000138282778 1.469500005245209 1.532000005245209 -1.4999999999999998 44.500000000000007 302.06753540039068 54.500000000000007 308.54922485351568 41.500000000000007 54.500000000000007 1.0000000180025095e-35 1.247500002384186 169.44351196289065 8.5000000000000018 2.7749999761581425 3.2575000524520878 2.5000000000000004 207.08887481689456 263.64595031738287 27.500000000000004 1.0000000180025095e-35 77.500000000000014 215.8664245605469 177.03444671630862 194.10739898681643 151.73783874511722 142.00050354003909 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 14 -2 7 13 -7 10 12 -10 11 -5 -9 -6 15 -1 -17 22 20 23 -19 -22 28 24 26 -25 29 -28 -16 -20 right_child=1 -3 -4 4 5 6 -8 8 9 -11 -12 -13 -14 -15 17 16 -18 18 19 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-0.0003890606504873576 -0.0043147854019176691 1.5147773946557513e-06 -0.0082495724239327606 -0.0032424019015064925 0.0017521052198722631 -0.0016872986383967483 0.0023620249128212521 0.027186890546208334 -0.013824645041384616 0.0073022105212704868 0.030158874146107188 0.025868841938150564 0.002809200933818797 -0.026317678214833395 0.0099356156600866677 0.0018018474605118503 -0.0077982255175760686 0.0035184350791349849 0.0018542943571301744 0.010298431035624181 0.042670445358799526 0.0098698011680160777 -0.00056069907773304267 -0.0090844289262401647 0.018222691839861135 -0.0011401324556598738 -0.028870803545602366 -0.00076401763018194685 -0.010355495690951075 0.023355556368273946 leaf_weight=9203.2739106267691 202.27208705246449 277635.67953074432 119.16552494466305 32.938758984208107 12.410643592476843 586.71972566843033 2427.7366390377283 35.395699366927147 38.734601065516472 51.345338001847267 35.277452319860458 26.786447793245316 22.602656528353691 27.722798511385918 23.597286611795425 5486.2256771549582 104.95888251438737 662.26470148563385 47.810161370784044 157.63393718004227 23.401122182607651 64.423747807741165 25037.541954703629 291.76548322290182 41.510557100176811 388.12753145396709 25.916222095489502 669.77565377950668 164.69607231020927 26.456943392753601 leaf_count=39762 926 1213957 578 137 50 2522 10251 148 166 214 151 113 96 123 101 23138 727 2896 342 732 98 275 106897 1433 195 1665 115 2961 710 132 internal_value=-6.82434e-06 2.16964e-05 -0.000195317 0.00162262 0.00198681 0.00132147 0.00157388 0.0103476 0.0058431 -0.00178239 0.0173686 0.00981384 0.0176866 -0.0176375 -0.000172691 0.000370829 0.00162163 -0.000463772 0.00112456 -0.000768101 0.0052854 0.0186096 -0.000614829 -0.00193781 0.00025024 -0.0045493 -0.000718703 -0.00181106 -0.00781257 0.00951391 internal_weight=323674 281136 42538.5 3499.94 3297.67 3054.59 3014.46 243.081 148.078 90.0799 95.0027 59.7252 57.9984 40.1334 42419.4 14794.5 5591.18 27624.9 2399.09 1649 750.09 87.8249 25225.8 1491.36 811.47 679.893 769.959 695.692 188.293 74.2671 internal_count=1411611 1228854 182757 14897 13971 12946 12773 1025 624 380 401 250 244 173 182179 63627 23865 118552 10844 7575 3269 373 107708 6843 3745 3098 3550 3076 811 474 is_linear=0 shrinkage=0.03 Tree=700 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 3 2 2 0 2 2 2 2 0 0 1 0 2 2 1 2 2 2 1 2 2 2 2 2 split_gain=2.49311 10.8869 9.05301 8.70702 8.66611 34.2801 5.9154 23.345 15.9961 13.4991 23.6413 15.8548 16.506 12.2992 10.6709 10.027 12.8194 12.5641 9.85229 15.2124 9.36422 9.31125 26.3337 12.9847 18.6858 12.8606 8.03912 7.90992 10.292 13.3183 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 36363.248046875007 82.500000000000014 6.4175000190734872 10120.596191406252 6559.7421875000009 82.500000000000014 8998.0522460937518 7700.5261230468759 8055.6518554687509 1126.780944824219 85.500000000000014 83.500000000000014 -3.4999999999999996 82.500000000000014 1395.3037719726565 1289.946716308594 1.0000000180025095e-35 1986.3098144531252 3673.091186523438 814.81753540039074 4.5000000000000009 5832.3920898437509 922.17691040039074 10603.448730468752 11333.392578125002 11617.274414062502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 -3 5 -5 7 8 21 10 -10 -11 -13 26 -14 16 17 -9 19 -15 -21 23 -23 -2 -25 -24 -8 -20 -29 -30 right_child=1 3 -4 4 -6 -7 13 15 9 11 -12 12 14 18 -16 -17 -18 -19 27 20 -22 22 25 24 -26 -27 -28 28 29 -31 leaf_value=4.0181312226876454e-05 -0.00057889841054378961 0.026710199927463912 -0.0051859421544369977 0.037769040363079077 0.00054190893071739759 0.001597107212202811 0.00091540095019350723 0.008427419421231569 -0.0093451058033384177 0.010805889383752102 0.0047621999826050893 -0.035744590797921721 -0.00893656882610285 -0.001814213888381552 -0.028773138136571248 0.00019035527215037986 0.0078677382391806067 -0.033116006823537721 0.0017480961643668406 0.0018038774391202601 -0.024713651260591177 0.0069401025804303766 -0.0050294358006844151 -0.0067385698163646207 0.013469554225964197 0.012302202420275538 0.0090438767069395982 -0.014025675833219831 0.022227889852467014 -0.0016337143280792 leaf_weight=312321.64255125914 1048.5748070180416 11.786172382533548 446.27973243966699 28.066097348928452 3353.9428864549845 147.51685880124569 223.50693887472153 12.235556721687317 243.57022406160831 26.448698431253433 190.55218291282654 27.098617047071457 223.76186561584473 192.05669358372688 27.394734904170036 609.81378933787346 357.52373860776424 14.104782268404961 1196.070082873106 15.68309064209461 50.83159901201725 378.3224254399538 455.21894788369536 761.14940443634987 43.537146508693695 42.095484852790833 214.68957202136517 58.834334075450897 21.532122030854225 943.86308179795742 leaf_count=1362104 4588 79 1909 118 15143 626 1005 55 992 111 775 112 921 853 116 2498 1451 59 5264 64 265 1580 1984 3331 225 174 936 256 92 3988 internal_value=2.42983e-05 -0.000412142 -0.00103676 0.000967995 0.000882034 0.00737902 -0.000785804 -0.00147266 -0.00263433 -0.00655021 -0.00315289 -0.0113905 -0.0135003 0.000264688 -0.0111002 0.00258132 0.00637966 -0.0138183 -0.000554329 -0.00609648 -0.0184612 -0.00157415 0.000975255 -0.0027787 -0.00564522 -0.00356239 0.00489786 9.10982e-05 -0.0018439 -0.00110151 internal_weight=323688 11366.1 7824.75 3541.31 3529.53 175.583 7378.47 4461.4 3467.72 738.826 434.122 304.704 278.255 2917.07 251.157 993.678 383.864 26.3403 2478.87 258.571 66.5147 2728.9 875.637 1853.26 804.687 497.314 438.197 2220.3 1024.23 965.395 internal_count=1411674 49570 33604 15966 15887 744 31695 18972 14909 3027 1767 1260 1149 12723 1037 4063 1565 114 10782 1182 329 11882 3738 8144 3556 2158 1941 9600 4336 4080 is_linear=0 shrinkage=0.03 Tree=701 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 2 2 2 1 1 2 2 0 3 2 2 0 2 2 2 2 2 2 2 0 0 1 0 2 split_gain=2.34669 10.2479 8.5227 8.34621 8.16747 32.5702 5.5806 7.74189 18.6675 12.4467 9.5879 8.10464 8.25381 6.64495 5.96678 24.0775 13.1935 12.7297 22.2533 14.9404 15.6549 12.2156 11.2441 24.7747 12.0992 10.11 9.43962 12.0547 11.7288 9.29777 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 36363.248046875007 82.500000000000014 276.59585571289068 575.09899902343761 431.66661071777349 -1.4999999999999998 1.0000000180025095e-35 317.43702697753912 370.03324890136724 81.500000000000014 6.4175000190734872 10120.596191406252 6559.7421875000009 82.500000000000014 8998.0522460937518 7700.5261230468759 8055.6518554687509 1126.780944824219 1986.3098144531252 3673.091186523438 5832.3920898437509 85.500000000000014 83.500000000000014 -3.4999999999999996 82.500000000000014 1395.3037719726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 -3 5 -5 -2 8 10 -10 11 -8 -13 -12 15 16 22 18 -18 -19 -21 -16 -9 -24 -25 -22 27 28 -17 -23 right_child=1 3 -4 4 -6 -7 7 14 9 -11 13 12 -14 -15 21 26 17 19 -20 20 25 29 23 24 -26 -27 -28 -29 -30 -31 leaf_value=3.8975916662250756e-05 -0.0091417060125502207 0.026356708653709079 -0.0050328970649289803 0.036920660666179043 0.00052571504855956355 0.0015492095635075459 0.022178592567173583 -0.0032742616623316866 -0.010620071793267563 0.017892350226341936 0.011065009805192219 -0.017206143040181612 0.010106203637773705 -0.012892976349825051 0.0054683773310593943 0.0081977337552540126 -0.0090685925111634452 0.010465859885691585 0.0046206436288365677 -0.034829584057582512 -0.0086752609385374775 -0.005929361494210323 0.0067294579765464508 -0.0048824390562937905 0.011921520765068479 -0.028016626287723161 0.0001846450611053575 0.0076357993397640246 -0.031910206099640182 8.8348166678204538e-05 leaf_weight=312321.3864420933 70.848533786833286 11.58891950547695 446.05853736028075 27.852910786867142 3353.5450637079775 147.51538405567408 19.70619560778141 1618.5056154429913 16.134838253259659 94.388157740235329 12.23317278921604 17.024676099419594 23.991250202059746 70.264841645956039 347.47598591446877 12.201546847820282 243.4686291962862 26.488145396113396 190.4989940226078 26.978024750947952 223.58939792215824 257.92130936682224 378.4575684517622 454.86209575086832 42.135870605707169 27.291980445384979 609.81224766373634 357.33498020470142 14.197175160050392 2220.3044520076364 leaf_count=1362104 363 79 1909 118 15143 626 89 7091 72 414 51 78 103 309 1515 55 992 111 775 112 921 1182 1580 1984 174 116 2498 1451 59 9600 internal_value=2.35686e-05 -0.000399927 -0.00100606 0.000939227 0.000855756 0.00716709 -0.000762543 -0.00068128 0.0044671 0.0137299 -0.00268102 0.0063665 -0.00123046 -0.00934038 -0.00086654 -0.00158014 -0.00283563 -0.0063583 -0.00305942 -0.0110621 -0.0131144 0.000200651 -0.00179277 0.000946138 -0.00345779 -0.0107793 0.00250429 0.00619057 -0.0133722 -0.000537945 internal_weight=323684 11362.7 7822.17 3540.5 3528.91 175.368 7376.12 7305.27 253.743 110.523 143.22 60.7221 41.0159 82.498 7051.52 4225.82 3232.28 738.315 433.968 304.348 277.859 2825.7 2493.96 875.456 496.998 250.881 993.546 383.734 26.3987 2478.23 internal_count=1411674 49570 33604 15966 15887 744 31695 31332 1116 486 630 270 181 360 30216 17919 13856 3027 1767 1260 1149 12297 10829 3738 2158 1037 4063 1565 114 10782 is_linear=0 shrinkage=0.03 Tree=702 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 1 2 2 2 1 1 2 2 0 3 2 2 2 0 0 2 2 2 2 0 0 1 0 2 split_gain=2.20862 9.64639 8.0234 8.00003 7.69825 30.9637 5.29769 5.26932 7.29228 17.5652 11.7239 9.04453 7.6834 7.74393 6.27161 5.61757 22.6664 12.4271 12.0847 20.382 13.6734 11.4958 10.5868 23.3086 11.3834 10.5501 8.88709 11.3373 10.9584 8.75879 threshold=80.500000000000014 31791.298828125004 22743.409179687504 -6.4999999999999991 36363.248046875007 82.500000000000014 73.500000000000014 276.59585571289068 575.09899902343761 431.66661071777349 -1.4999999999999998 1.0000000180025095e-35 317.43702697753912 370.03324890136724 81.500000000000014 6.4175000190734872 10120.596191406252 6559.7421875000009 8796.4672851562518 82.500000000000014 85.500000000000014 1126.780944824219 1986.3098144531252 3673.091186523438 5832.3920898437509 85.500000000000014 83.500000000000014 -3.4999999999999996 82.500000000000014 1395.3037719726565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 7 -3 5 -5 -1 -2 9 11 -11 12 -9 -14 -13 16 17 22 20 -20 -19 -17 -10 -24 -25 -21 27 28 -18 -23 right_child=1 3 -4 4 -6 -7 -8 8 15 10 -12 14 13 -15 -16 21 26 18 19 25 -22 29 23 24 -26 -27 -28 -29 -30 -31 leaf_value=3.8787580083083191e-05 -0.008894330260301328 0.026007432941455459 -0.0048843506889064319 0.036108537446446702 0.00051000324799914485 0.0015027500216679486 -0.015524849195110716 0.021643827323492126 -0.0031780324265493682 -0.01027404175965492 0.017368532608449297 0.010709814179370192 -0.016600788065376865 0.0098270161762428355 -0.012550257980453575 0.0053053096856074729 0.0079739381633760851 -0.011778504090958427 0.0033468587941312155 -0.0071150516945075199 0.020371238701446717 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0.000911315 0.000830263 0.00696175 3.78066e-05 -0.000739968 -0.000661092 0.00433889 0.0133215 -0.00260594 0.0061853 -0.00119183 -0.00908467 -0.000840836 -0.00153347 -0.00275211 -0.00617228 -0.00279745 -0.0105405 0.000194648 -0.00173986 0.000917903 -0.00335624 -0.00997047 0.00242958 0.00600728 -0.0129453 -0.000521873 internal_weight=323680 11358.9 7819.2 3539.7 3528.3 175.142 312321 7373.37 7302.73 253.415 110.496 142.919 60.6374 41.0483 82.2812 7049.31 4223.94 3230.54 737.774 416.212 321.562 2825.37 2492.77 875.264 496.684 192.03 993.4 383.59 26.4479 2477.96 internal_count=1411674 49570 33604 15966 15887 744 1362104 31695 31332 1116 486 630 270 181 360 30216 17919 13856 3027 1706 1321 12297 10829 3738 2158 794 4063 1565 114 10782 is_linear=0 shrinkage=0.03 Tree=703 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 0 1 2 2 2 1 1 2 2 0 2 0 1 3 0 2 2 2 2 2 2 0 2 0 2 split_gain=2.07865 9.08011 7.66783 7.55333 7.25659 29.5283 4.99707 4.97508 6.86909 16.5298 11.0441 8.53206 7.28442 7.26713 5.91925 5.54513 6.85614 5.48414 5.02687 7.4578 8.42149 8.88136 6.52632 5.03149 12.733 5.82158 4.81111 4.75537 4.68589 4.61731 threshold=80.500000000000014 31791.298828125004 -6.4999999999999991 22743.409179687504 36363.248046875007 83.500000000000014 73.500000000000014 276.59585571289068 575.09899902343761 431.66661071777349 -1.4999999999999998 1.0000000180025095e-35 317.43702697753912 370.03324890136724 81.500000000000014 596.91259765625011 85.500000000000014 -1.4999999999999998 12.393000125885012 94.500000000000014 20123.864257812504 15423.644531250002 21398.625000000004 12715.829589843752 10603.448730468752 7019.5273437500009 97.500000000000014 619.68685913085949 82.500000000000014 1921.9818115234377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 3 -3 7 5 28 -1 -2 9 11 -11 12 -9 -14 -13 16 17 -10 22 20 21 29 27 24 25 -21 -6 -17 -4 -20 right_child=1 2 4 -5 26 -7 -8 8 15 10 -12 14 13 -15 -16 18 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.7623971702744088e-05 -0.0086531701427725923 0.025662101725738917 0.035329696302870514 -0.0047401694793106778 0.00068923861809623219 -0.00057556880068208383 -0.015096387908267639 0.021123234697511751 0.0071007895403482641 -0.0099406116201096687 0.016861740220116338 0.010367331421072667 -0.01602169952553438 0.009555330194032579 -0.012216380541939714 0.010219632452437379 0.0091627230806319675 -0.012675913117572341 -0.0036591426805673232 0.00022069040363025262 -0.018875717333288144 0.027568643664881431 0.0079625391777938554 -0.008419273034068659 0.026985042316265237 -0.020132266053646798 -0.0061458636373101774 -0.0011136225745400163 0.015747385480661496 0.0072368926318312522 leaf_weight=312301.20509529149 70.43133258074522 11.204949930310248 27.393879011273384 445.6214129589498 3257.386912856251 129.13741320371628 19.63707247376442 19.471510782837868 14.595965370535849 16.2176503688097 94.240209892392159 12.283989787101744 17.199984386563301 23.876505896449089 69.781185880303383 33.50041475892067 19.912154614925385 93.195859894156456 42.602405808866024 226.84992861561477 12.041739389300345 17.274023279547691 73.110799491405487 67.365471817553043 15.683948718011377 13.395046912133692 95.396834505721927 6221.3938465975225 18.374701395630836 196.19923366606236 leaf_count=1362012 363 79 118 1909 14475 548 92 89 59 72 414 51 78 103 309 147 86 416 189 1064 57 77 300 339 72 65 668 26478 78 867 internal_value=2.21763e-05 -0.000376537 0.000884233 -0.000947366 0.000805531 0.00676274 3.66724e-05 -0.000718056 -0.000641499 0.00421461 0.0129266 -0.00253304 0.00600971 -0.00115456 -0.00883592 -0.000815888 -0.00701035 -0.00999797 -0.000701564 0.00194342 0.00564271 0.00679567 -0.000948763 -0.0011245 0.000795623 -0.000914105 0.000494759 -0.00105292 0.027468 0.00529303 internal_weight=323676 11355.1 3538.89 7816.24 3527.69 174.906 312321 7370.62 7300.19 253.071 110.458 142.613 60.548 41.0765 82.0652 7047.12 127.704 107.792 6919.42 591.412 268.117 256.076 6328.01 323.294 255.929 240.245 3352.78 6254.89 45.7686 238.802 internal_count=1411674 49570 15966 33604 15887 744 1362104 31695 31332 1116 486 630 270 181 360 30216 561 475 29655 2730 1190 1133 26925 1540 1201 1129 15143 26625 196 1056 is_linear=0 shrinkage=0.03 Tree=704 num_leaves=31 num_cat=0 split_feature=0 2 1 0 2 2 2 0 2 2 2 1 2 2 2 0 0 2 2 2 2 2 2 1 2 0 1 1 0 0 split_gain=1.95801 9.52216 6.71138 8.05127 7.47994 11.1139 8.27091 13.6519 10.8901 23.6997 15.7094 14.3194 10.0207 7.9839 9.17823 8.74491 7.9915 7.2365 8.29583 6.52587 5.73167 9.33371 12.9635 5.5284 5.36695 5.18582 6.67011 5.02141 4.70089 4.5381 threshold=83.500000000000014 84255.890625000015 -1.4999999999999998 91.500000000000014 814.81753540039074 440.65109252929693 1006.7319946289064 85.500000000000014 1023.0205383300782 1099.1130981445315 1126.780944824219 2.5000000000000004 844.91958618164074 530.58538818359386 767.85998535156261 90.500000000000014 89.500000000000014 1591.3311157226565 890.76861572265636 5975.3146972656259 72035.476562500015 35189.248046875007 15804.419433593752 -3.4999999999999996 631.94107055664074 93.500000000000014 -1.4999999999999998 73.500000000000014 87.500000000000014 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 3 17 5 -4 7 -6 11 -10 -11 28 -9 -7 15 16 24 18 23 -19 21 22 -21 -2 -15 -3 -27 -1 -8 -25 right_child=1 25 4 -5 6 13 8 12 9 10 -12 -13 -14 14 -16 -17 -18 19 -20 20 -22 -23 -24 29 -26 26 -28 -29 -30 -31 leaf_value=3.4432137772952787e-05 -0.017038836859997956 0.002700907472339273 -0.0061923022421740536 0.010436360347928518 -0.011829876934970935 0.017283811338483102 -0.0012947000444574518 -0.017794534377343019 -0.016626876332828801 0.012683144255517224 -0.0014269456456397788 0.037444631089065414 0.0023115084232011793 0.010089474935105331 0.011579823156489878 0.01648809926442928 -0.026420608766677515 -0.0094261002742204673 0.012015200663382181 0.00284847058524659 -0.015504891612972261 0.011312653668962322 -0.013885139417850171 0.012217330636731485 -0.0036880123313887871 -0.016994248580731394 -9.2442888909327026e-05 -0.013535266539000463 0.011079867272228681 -0.007906872668296594 leaf_weight=315489.63332641206 16.872410789132118 1149.6013687327504 99.84831889718771 87.436425819993019 180.78445683419704 43.083977594971657 64.288319572806358 25.73275537788868 91.501451030373573 72.109810814261436 4671.9697807189077 12.853166371583937 167.69877007603645 31.997212111949921 85.60888446867466 24.582734897732735 11.850050032138823 76.437582656741142 88.777096793055534 157.96273238956928 19.109559908509254 66.305006019771099 56.594345688819885 22.934525087475777 124.29725357890129 21.750987395644188 620.22197582293302 24.544900521636009 48.451540067791939 18.000509485602379 leaf_count=1375536 75 5355 461 383 815 202 281 115 424 315 20135 61 736 138 365 107 50 322 384 675 98 326 241 94 544 119 2916 115 207 79 internal_value=2.15113e-05 -0.000437344 -0.000981003 0.00201005 -0.00129817 0.0025503 -0.00160204 -0.0059028 -0.00127763 -0.00150415 -0.00121247 0.00744376 -0.000363257 0.00526617 0.00340595 -0.000224865 -0.0026683 0.000601301 0.00625618 -0.00160087 0.000393123 0.00147481 -0.0015654 -0.00258817 -0.000867431 0.00149477 -0.000665101 3.33765e-05 0.00402344 0.00336804 internal_weight=323673 8158.66 6367.09 610.43 5756.66 421.268 5335.39 374.216 4961.17 4835.58 4744.08 125.593 193.432 321.42 278.336 192.727 168.145 522.994 146.585 376.409 299.972 280.862 214.557 57.8074 156.294 1791.57 641.973 315514 112.74 40.935 internal_count=1411674 36023 27633 2677 24956 1867 23089 1666 21423 20874 20450 549 851 1406 1204 839 732 2294 632 1662 1340 1242 916 248 682 8390 3035 1375651 488 173 is_linear=0 shrinkage=0.03 Tree=705 num_leaves=31 num_cat=0 split_feature=0 2 3 2 2 0 1 2 0 1 0 0 1 0 0 2 2 0 2 2 2 2 1 0 2 1 1 2 2 2 split_gain=3.69832 6.39999 11.9571 7.09561 22.4348 9.33071 8.02588 7.02248 7.16542 6.11971 6.68067 6.32373 7.60071 6.02079 10.3027 5.33866 5.00098 19.0197 4.56184 4.52918 4.48421 20.7791 11.9983 8.40596 9.31667 11.7651 7.81913 7.46717 9.27028 6.58998 threshold=81.500000000000014 37774.541015625007 40.666500091552741 619.68685913085949 431.66661071777349 83.500000000000014 -1.4999999999999998 396.72427368164068 87.500000000000014 71.500000000000014 97.500000000000014 93.500000000000014 82.500000000000014 90.500000000000014 89.500000000000014 667.89181518554699 39196.445312500007 86.500000000000014 4805.4782714843759 370.03324890136724 3673.103149414063 4505.7285156250009 3.5000000000000004 96.500000000000014 5109.0270996093759 1.0000000180025095e-35 1.0000000180025095e-35 23484.753906250004 14427.237304687502 2102.052612304688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 -6 -7 19 -9 10 16 -11 -13 14 -8 -5 17 -3 -4 -2 22 -22 29 24 25 -23 -26 28 -25 -17 right_child=1 9 18 15 5 6 13 8 -10 11 -12 12 -14 -15 -16 20 -18 -19 -20 -21 21 23 -24 27 26 -27 -28 -29 -30 -31 leaf_value=2.0466699437103484e-05 -0.0033147246810667145 0.028756245774797164 0.0053446958855954451 -0.0070838304708557825 0.023680779444263386 -0.016466307548555336 0.013261824967371364 -0.0033860757737501686 -0.031064957190621658 0.031727224045524145 -0.0076379858818066085 0.031737103190948468 -0.009457317739890057 0.029368822090066065 -0.011592438474478231 -0.0017928546996612092 0.00053580146239834252 -0.0091781742479605417 0.023954124032630794 0.013317795676958701 -0.011223036330843549 0.01670463232741955 0.0077469912930963813 -0.02660543852698884 -0.0033766016591732701 -0.0027487946978983851 -0.00041225992580115476 -0.036009625544270014 0.014137159661521256 0.0013939275358318642 leaf_weight=313454.02338225872 113.57261670380831 24.497986122965813 25.741009280085564 143.28559951484203 42.551940992474556 11.651970997452734 58.776360675692558 17.756820186972618 16.004424124956131 11.340217284858229 89.23398407921195 5.8524501174688366 12.95259492471814 12.441122382879255 20.158489257097244 1881.4298655241728 2921.5497211068869 23.123349383473396 21.977467089891434 16.931570306420326 204.04933826625347 57.703464090824127 156.1476358436048 9.8120885342359596 1278.8767261430621 54.31814894080162 2142.443860001862 11.538024954497812 10.304680749773977 846.8951256647706 leaf_count=1366763 546 106 127 630 177 53 263 77 71 59 503 43 233 54 94 8226 13015 99 119 75 881 234 798 50 5296 231 8999 72 54 3704 internal_value=2.136e-06 -0.00055882 -0.00105153 -0.00115203 0.00328777 0.0118627 0.00698172 -0.00431176 -0.0165072 0.0005825 0.000449922 0.0140333 0.00336309 0.00997173 0.00691451 -0.00135442 0.000692992 0.0103365 0.0139155 -0.00115683 -0.00123104 -0.00191237 -0.000340771 -0.00137945 -0.00124157 0.00727186 -0.00152032 -0.0167702 -0.00573531 -0.000803651 internal_weight=323697 10242.9 7154.37 7106.65 309.845 145.58 103.028 164.265 33.7612 3088.55 3058.41 30.1453 18.805 91.376 78.9348 6796.8 2969.17 47.6213 47.7185 130.504 6653.52 3769.05 2884.47 3565 3533.34 112.022 3421.32 31.6548 20.1168 2728.32 internal_count=1411652 44889 30831 30585 1410 641 464 769 148 14058 13723 335 276 411 357 29175 13220 205 246 621 28545 15817 12728 14936 14760 465 14295 176 104 11930 is_linear=0 shrinkage=0.03 Tree=706 num_leaves=31 num_cat=0 split_feature=0 2 3 2 2 0 1 2 0 1 0 0 1 0 0 2 2 0 2 2 2 0 1 2 2 2 2 2 0 0 split_gain=3.48043 6.02283 11.2236 6.67837 21.1102 8.78985 7.53986 6.64723 6.84345 5.82658 6.29509 6.01955 7.287 5.69052 9.69337 5.03295 4.72856 18.0207 4.2676 4.26631 13.6824 14.3251 11.3096 16.2334 23.3018 11.1545 12.8422 12.2543 11.9243 9.16057 threshold=81.500000000000014 37774.541015625007 40.666500091552741 619.68685913085949 431.66661071777349 83.500000000000014 -1.4999999999999998 396.72427368164068 87.500000000000014 71.500000000000014 97.500000000000014 93.500000000000014 82.500000000000014 90.500000000000014 89.500000000000014 667.89181518554699 39196.445312500007 86.500000000000014 370.03324890136724 3455.044799804688 2102.052612304688 83.500000000000014 1.0000000180025095e-35 4505.7285156250009 5109.0270996093759 3673.103149414063 4605.4538574218759 3673.091186523438 84.500000000000014 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 -6 -7 18 -9 10 16 -11 -13 14 -8 -5 17 -3 -2 20 29 -22 23 -21 -25 27 -27 28 -24 -17 right_child=1 9 -4 15 5 6 13 8 -10 11 -12 12 -14 -15 -16 19 -18 -19 -20 22 21 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=1.9852713930318376e-05 -0.0032165708718978427 0.028082149257162185 0.01346118065561348 -0.0068806162190132259 0.022979769004536112 -0.015899462057324471 0.012867989965606038 -0.003286098682804064 -0.030401380967849653 0.031120452635838493 -0.0074210041192083673 0.031429380023769903 -0.0092269585605941583 0.028558914735490683 -0.011227722635603826 -0.0030380014871841032 0.00051979597651388709 -0.0089160720062648885 0.012941173334099988 -0.010656167886079095 0.014089962357289791 0.0016084301441704105 0.0082685930722835484 0.016227440232634002 -0.0032735903312449332 -0.010057899973610717 -0.00059457338876017654 0.0090976891103558971 -0.026866562312356082 0.0010897541962856835 leaf_weight=313453.89275702985 113.52783115208149 24.335934191942215 47.846262361854315 143.09483957290649 42.534748464822769 11.704544350504873 58.75826732814312 17.748282358050346 15.865261256694792 11.216371491551401 89.090002218261361 5.7342510819435146 12.878823311999438 12.410583868622778 20.188441321253777 1164.9581011235714 2921.170351728797 23.089525699615479 16.902047172188759 257.77036739885807 104.83023257553577 393.0331159606576 16.43683634698391 57.619587376713753 1284.7304192557931 137.06770141422749 2209.2680483832955 181.61204899102449 18.453515455126762 827.6565008237958 leaf_count=1366763 546 106 246 630 177 53 263 77 71 59 503 43 233 54 94 5128 13015 99 75 1064 434 1709 70 234 5317 621 9322 899 81 3666 internal_value=2.07134e-06 -0.000542148 -0.00102008 -0.00111759 0.00319119 0.0115058 0.00677038 -0.00418844 -0.0160842 0.000565265 0.000436543 0.0137599 0.0032983 0.0096748 0.00670618 -0.00131389 0.000672355 0.0100692 -0.00112273 -0.00119416 -0.000212 0.00423654 -0.00178174 -0.00376066 -0.00243652 -0.000546195 -0.0011474 0.00596934 -0.0103144 -0.00132349 internal_weight=323695 10241.5 7154.02 7106.17 309.64 145.597 103.062 164.043 33.6135 3087.52 3057.69 29.8294 18.6131 91.3573 78.9467 6796.53 2968.6 47.4255 130.43 6653.44 2490.48 497.863 4162.96 1600.12 1342.35 2562.84 2346.34 216.502 34.8904 1992.61 internal_count=1411652 44889 30831 30585 1410 641 464 769 148 14058 13723 335 276 411 357 29175 13220 205 621 28545 10937 2143 17608 6615 5551 10993 9943 1050 151 8794 is_linear=0 shrinkage=0.03 Tree=707 num_leaves=31 num_cat=0 split_feature=0 2 3 2 0 1 2 2 0 1 2 0 0 2 0 2 2 2 2 0 0 0 2 2 0 2 0 0 2 2 split_gain=3.27516 5.67079 11.2073 9.47917 7.67191 9.58948 5.98674 19.8665 8.28341 7.08446 6.29273 6.53819 5.43717 7.07887 5.38066 9.55573 5.11387 4.9284 4.59883 38.3914 15.369 19.6664 21.9502 12.5175 12.4684 5.78037 4.85783 6.95939 30.4914 14.1387 threshold=81.500000000000014 31791.298828125004 40.666500091552741 29455.711914062504 93.500000000000014 71.500000000000014 619.68685913085949 431.66661071777349 83.500000000000014 -1.4999999999999998 396.72427368164068 87.500000000000014 84.500000000000014 30553.010742187504 90.500000000000014 575.09899902343761 4805.4782714843759 667.89181518554699 43957.078125000007 85.500000000000014 90.500000000000014 86.500000000000014 37774.541015625007 35189.248046875007 83.500000000000014 42366.021484375007 85.500000000000014 88.500000000000014 58108.183593750007 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 5 18 7 10 -9 -10 -2 -12 -5 -14 15 -11 -4 -8 19 23 21 22 -21 24 -3 -25 -20 29 -29 -28 right_child=1 4 16 12 -6 -7 17 8 9 14 11 -13 13 -15 -16 -17 -18 -19 26 20 -22 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=1.9257118786621282e-05 -0.0010896375561944393 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6353.1005802676082 690.4308183863759 26.156688451766968 26.799972951412201 50.782861530780792 17.02960404753685 94.894179560244083 28.872118160128593 16.523726060986519 100.90405960381031 84.474013194441795 860.80190056562424 429.04839615523815 leaf_count=1366763 621 99 127 116 3945 60 630 177 53 253 77 71 142 146 54 104 112 27264 3008 106 111 206 71 408 117 68 429 355 3970 1989 internal_value=2.00903e-06 -0.000525949 -0.00101201 -0.00111089 0.000499413 0.00134168 -0.000979353 0.00309767 0.0111612 0.00656614 -0.0040687 -0.0156734 -0.0105097 -0.0152136 0.00938756 0.00650453 0.0136721 -0.00117355 0.00121431 0.00480613 -0.00801164 -0.013727 0.00115558 0.0143091 0.0020744 0.0199618 0.000743843 0.00171587 0.000173045 0.0044678 internal_weight=323694 10240.4 6947.13 6900.66 3293.23 2460.65 6805.42 309.413 145.593 103.085 163.82 33.4639 95.2418 66.5723 91.3305 78.9537 46.466 6496.01 2449.32 283.665 120.769 93.9692 43.1863 162.896 51.4778 111.418 2165.66 1475.23 945.276 529.952 internal_count=1411652 44889 29947 29708 14942 10997 29304 1410 641 464 769 148 404 288 411 357 239 27894 10937 1186 494 383 177 692 216 476 9751 6743 4325 2418 is_linear=0 shrinkage=0.03 Tree=708 num_leaves=31 num_cat=0 split_feature=0 2 3 2 2 2 2 0 1 0 0 1 1 2 1 2 0 2 1 2 2 0 1 2 2 2 2 2 0 0 split_gain=3.08197 5.35599 9.89087 5.91984 18.7114 7.90177 5.95862 6.24843 5.3404 5.82376 5.44212 6.98013 5.2107 4.47101 4.47077 4.25331 16.3043 4.02085 4.11028 3.99313 12.8756 13.4803 10.6506 15.2488 21.9398 10.4608 12.1494 11.5123 11.323 8.62648 threshold=81.500000000000014 37774.541015625007 40.666500091552741 619.68685913085949 431.66661071777349 464.60191345214849 396.72427368164068 87.500000000000014 71.500000000000014 97.500000000000014 93.500000000000014 82.500000000000014 -1.4999999999999998 667.89181518554699 1.0000000180025095e-35 39196.445312500007 86.500000000000014 370.03324890136724 1.5000000000000002 3455.044799804688 2102.052612304688 83.500000000000014 1.0000000180025095e-35 4505.7285156250009 5109.0270996093759 3673.103149414063 4605.4538574218759 3673.091186523438 84.500000000000014 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 -6 17 -8 9 15 -10 -12 -7 -5 -14 16 -3 18 -2 20 29 -22 23 -21 -25 27 -27 28 -24 -15 right_child=1 8 -4 13 5 12 7 -9 10 -11 11 -13 14 19 -16 -17 -18 -19 -20 22 21 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=1.867943534586432e-05 -0.00061883875379763187 0.02687613015365067 0.01260237516476455 -0.0064911386731074999 0.028704334318869758 -0.0070440046209749533 -0.0030948194029775337 -0.029134710279742574 0.029982367023511459 -0.0071533584752013204 0.031145868111743403 -0.0089522085274985844 0.018629161662880055 -0.0029177247696295103 0.0059641081380608207 0.0004945851415664005 -0.0084454644098898007 0.012606173379544986 -0.016287022006557916 -0.01029053990676242 0.013699915137490229 0.0015916402306839048 0.0080378326198931854 0.015795146547066451 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0.013261 0.00329556 0.00810037 -0.00123739 0.0105552 0.000638795 0.00958533 -0.00105705 -0.00308902 -0.00112468 -0.000174238 0.00414096 -0.00169306 -0.00361253 -0.00232898 -0.000493497 -0.00107659 0.00580873 -0.0100115 -0.0012529 internal_weight=323691 10237.8 7152.52 7104.45 309.117 145.46 163.657 33.3127 3085.32 3055.93 29.3929 18.417 126.143 6795.34 108.548 2967.02 47.0669 130.344 113.469 6652.61 2489.56 497.861 4163.06 1601.09 1342.96 2561.97 2345 216.964 34.7645 1991.7 internal_count=1411652 44889 30831 30585 1410 641 769 148 14058 13723 335 276 560 29175 483 13220 205 621 546 28545 10937 2143 17608 6615 5551 10993 9943 1050 151 8794 is_linear=0 shrinkage=0.03 Tree=709 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 2 1 1 0 2 2 0 0 2 2 2 2 3 2 0 2 2 0 3 2 2 2 2 1 2 split_gain=2.90028 5.06412 4.85629 7.46804 11.374 13.6271 7.67814 8.54247 5.79322 6.05766 8.00552 9.91818 7.73251 6.65054 5.908 13.9575 5.43668 10.0909 8.99203 6.06564 5.71441 10.8537 7.73215 6.53168 11.6411 10.8032 10.7656 14.8158 11.7206 12.8507 threshold=81.500000000000014 68.500000000000014 1.5000000000000002 3.5000000000000004 3910.889038085938 10857.155761718752 11.500000000000002 5.5000000000000009 96.500000000000014 2428.711791992188 1164.8808593750002 83.500000000000014 83.500000000000014 631.94107055664074 42366.021484375007 79162.558593750015 31791.298828125004 40.666500091552741 29455.711914062504 95.500000000000014 619.68685913085949 431.66661071777349 82.500000000000014 6.4175000190734872 11087.062988281252 12715.829589843752 1248.5628051757815 1395.3037719726565 1.0000000180025095e-35 1289.946716308594 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 16 8 -5 -6 7 -7 9 10 11 13 14 -4 -11 -16 17 18 20 -18 21 -2 -23 24 -22 -26 -25 28 -28 -30 right_child=1 -3 3 4 5 6 -8 -9 -10 12 -12 -13 -14 -15 15 -17 19 -19 -20 -21 23 22 -24 26 25 -27 27 -29 29 -31 leaf_value=1.8119048638779525e-05 -0.0020057290530478039 0.0084089767896024827 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75.210072800517082 292.47022046335042 2290.1961718276143 17.769304662942886 100.75400131940842 390.95006178319454 276.84593214094639 287.87563084065914 35.396771088242531 1982.3080606013536 21.869247749447823 39.869997248053551 leaf_count=1366763 638 488 126 903 424 502 1024 512 186 488 353 580 3149 293 95 106 10014 214 312 1362 9681 74 455 1700 1133 1177 145 8447 101 207 internal_value=1.89118e-06 -0.000495035 -0.000545041 -0.00188355 0.000514501 -0.00160867 0.000551121 0.0042592 -0.00330782 -0.00295104 -0.0067695 -0.00374729 -0.00175973 -0.0116024 0.00406626 -0.00474994 -0.000224256 -0.000736386 -0.000845856 0.0009393 -0.00070707 0.00364812 0.0103295 -0.00091855 -0.00189589 0.00196191 0.000210921 -0.000647785 -0.0120872 -0.0199778 internal_weight=323690 10236.3 10179.1 1967.88 733.269 554.287 457.778 239.566 1234.62 1198.49 284.997 209.358 913.494 85.5506 167.449 48.568 8211.24 5701.69 5659.11 2509.55 5583.9 258.587 118.523 5325.31 2854.92 564.722 2470.39 2079.44 97.136 61.7392 internal_count=1411652 44889 44401 8741 3365 2462 2038 1014 5376 5190 1352 999 3838 419 689 201 35660 24284 24070 11376 23758 1167 529 22591 11991 2310 10600 8900 453 308 is_linear=0 shrinkage=0.03 Tree=710 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 3 0 0 1 0 1 0 1 2 3 0 1 2 2 0 2 0 0 2 3 1 3 0 1 split_gain=1.68341 8.89855 11.0152 28.528 17.1829 11.7653 7.28217 11.7647 18.6323 7.82826 12.8541 26.0145 6.8047 6.38036 6.17748 13.1186 21.0545 26.8518 11.4123 11.4065 11.0561 10.3213 18.6891 17.078 15.8789 17.8736 15.1855 12.2426 9.84843 13.0335 threshold=294.42443847656256 308.54922485351568 1.1980000138282778 1.4100000262260439 47.500000000000007 54.500000000000007 2.0774999856948857 29.500000000000004 26.500000000000004 -2.4999999999999996 36.500000000000007 1.5000000000000002 40.500000000000007 -1.4999999999999998 263.64595031738287 1.6674999594688418 54.500000000000007 1.5000000000000002 257.27976989746099 276.59585571289068 53.500000000000007 249.24568176269534 35.500000000000007 32.500000000000007 245.54091644287112 1.532000005245209 -1.4999999999999998 1.1510000228881838 36.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=14 2 4 5 -2 -4 9 8 -8 12 11 13 -5 -11 18 16 20 -18 21 -19 -16 24 23 -23 -1 -26 -25 -24 -27 -30 right_child=1 -3 3 6 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 17 19 -20 -21 -22 22 27 26 25 28 -28 -29 29 -31 leaf_value=-0.00016392973722100451 -0.011223083674014717 2.2974253802712263e-06 0.024712055264406639 -0.0120193976751354 0.012164800031483262 0.00028707925681836408 0.0024716170423695755 -0.00069411682109147622 0.023864429358792488 0.00083498599969213767 0.0030573548090449131 -0.015007494756658447 0.0086557504590265323 0.02295750043234478 -0.0011419388745512779 -0.0021271011271434053 0.0016444148737850713 0.008097039192738912 0.0029122039671779765 0.023633641654032509 -0.030534503242524505 0.010157684664352108 -0.015659655883084496 0.0018120519627679149 0.011462931356766258 0.0036453535699105979 -0.013740838304468195 0.00076206374283659735 -0.010853478513851125 0.0027381124954870936 leaf_weight=33638.034673780203 121.13080017268658 278780.31523618661 70.624985530972481 44.668594241142273 36.879865080118179 23.706993907690048 184.89133048057556 1186.8990461975336 45.697816908359528 13.438923388719557 428.56852290034294 23.069028869271278 21.091983154416084 92.446907222270966 1118.4759866669774 3744.5796370878816 463.92611320316792 88.407903492450714 1138.0622842311859 81.951752737164497 11.63764540851116 40.195884957909584 43.38302817940712 71.314043000340462 205.84164546430111 645.02501134574413 271.98769147694111 702.04675604403019 114.21815848350525 142.99460288882256 leaf_count=144718 581 1218896 298 189 159 101 878 4971 190 55 1793 121 96 376 5031 15987 1911 372 4793 358 50 171 186 291 854 2735 1159 2941 465 661 internal_value=-9.00751e-06 1.76066e-05 0.00187879 0.00244443 -0.00576433 0.0185737 0.00169887 0.000510541 0.00671121 0.00440141 0.00555609 0.0138604 -0.00538807 0.0201497 -0.000184929 -0.00112219 0.00101052 0.00538487 -4.54276e-05 0.0155709 -0.00144462 -0.000139252 -0.00296226 -0.00834377 -4.75308e-05 0.003486 -0.01051 -0.000193659 0.0016661 -0.00329738 internal_weight=323596 281073 2293.11 2135.1 158.011 94.332 2040.77 1417.49 230.589 623.284 557.523 128.955 65.7606 105.886 42522.1 5508.98 1764.4 634.286 37013.1 170.36 1130.11 35875 1128.93 383.498 34746.1 1108.08 343.302 745.43 902.238 257.213 internal_count=1411387 1228704 9808 9068 740 399 8669 6039 1068 2630 2345 552 285 431 182683 23709 7722 2641 158974 730 5081 154181 4748 1621 149433 4715 1450 3127 3861 1126 is_linear=0 shrinkage=0.03 Tree=711 num_leaves=31 num_cat=0 split_feature=1 1 2 2 2 2 2 0 2 2 2 1 1 1 1 1 2 0 1 0 1 0 0 1 2 3 0 0 0 1 split_gain=1.66152 4.67632 7.59671 7.03884 6.831 8.14562 4.21883 5.68927 6.61542 16.788 5.45456 5.19554 4.36259 4.00864 3.42097 3.54674 7.25644 5.71218 4.91401 5.29062 5.65836 4.44631 9.26082 5.5685 3.27594 3.17129 2.84288 2.76885 2.44294 2.34504 threshold=39.500000000000007 44.500000000000007 1395.3037719726565 5216.6582031250009 16176.651367187502 30553.010742187504 27647.242187500004 56.500000000000007 2983.330444335938 9644.7543945312518 2928.0368652343755 47.500000000000007 50.500000000000007 93.500000000000014 50.500000000000007 58.500000000000007 4417.2790527343759 82.500000000000014 73.500000000000014 72.500000000000014 61.500000000000007 68.500000000000014 61.500000000000007 56.500000000000007 294.42443847656256 1.2994999885559084 75.500000000000014 72.500000000000014 51.500000000000007 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 24 -2 25 -6 7 8 -4 -10 -9 -11 -8 -14 27 21 29 18 19 20 -18 22 23 -16 -3 -5 -21 -12 -13 -17 right_child=1 2 6 4 5 -7 12 10 9 11 14 28 13 -15 15 16 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.1882522101840588e-05 0.00068390512124330723 0.0040637680467375112 0.0096829563403322463 0.03200214364306829 -0.01816475258313717 0.016512440473505658 -0.011124625824298351 -0.018306234569511338 -0.025734790623232372 -0.0078757985968793791 0.0097037091391301133 0.02393890699066574 0.010890326827879051 -0.014048822094096015 -0.0047047926491068769 0.0026151932815047223 0.0048779728205672109 0.0085458594427907427 -0.022818613034478095 0.015795077291747991 -0.017919904948269238 -0.023995313017279744 0.011016795319498949 -0.029061486934967951 0.023163599052300386 0.01473362940947753 -0.0033519695004435206 -0.0072398536765743244 0.006554738151668035 0.02089193222768037 leaf_weight=322902.90092783398 101.99537142366171 15.385752186179159 66.199702143669128 13.478203490376471 11.539562754333021 12.924766577780245 12.073773391544817 23.829345524311066 21.188364923000336 14.721678480505942 28.860567525029182 12.607166320085527 59.997793400660157 6.42148363450542 19.322076424956322 11.790219560265543 13.789315760135649 21.75010734796524 17.57358917593956 12.433675512671472 33.852263301610947 16.490753367543221 18.413433820009232 15.010613977909086 17.025236904621124 33.018936455249786 15.908699303865431 12.41391848772764 17.202124446630478 13.613571316003798 leaf_count=1408198 444 67 274 57 55 60 61 106 95 60 119 53 324 191 79 48 57 109 75 51 138 70 76 61 70 139 64 55 72 59 internal_value=-8.73822e-06 0.00146095 3.45391e-05 0.00573196 0.0129877 0.000155579 -0.000904295 -0.0021325 0.00298928 -0.00375332 -0.00458899 0.00670572 0.00546373 0.00847918 -0.00328786 -0.00484007 -0.0021049 -0.00530261 -0.00852208 -0.00521558 -0.0113213 -0.0103988 -0.00614794 -0.0153538 0.0140968 0.0197393 0.00504776 0.00460768 0.013907 0.0124095 internal_weight=323594 690.832 517.875 172.957 70.9615 24.4643 485.464 406.971 131.919 65.7193 275.052 44.531 78.4931 66.4193 251.223 209.948 140.711 115.308 93.5575 75.984 47.6416 69.2369 52.7461 34.3327 32.411 46.4971 28.3424 41.2745 29.8093 25.4038 internal_count=1411387 3189 2434 755 311 115 2297 1721 554 280 1167 185 576 515 1061 887 601 494 385 310 195 286 216 140 137 196 115 174 125 107 is_linear=0 shrinkage=0.03 Tree=712 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 3 0 0 1 0 1 0 3 3 2 2 1 0 1 2 2 1 2 0 2 2 0 0 2 split_gain=1.58322 8.37569 10.3753 26.9416 16.1942 11.1469 6.85099 11.0782 17.5728 7.36545 12.1426 24.5094 6.39181 6.04781 10.6057 21.2249 31.6019 13.0587 10.5184 7.75418 7.80204 15.0123 7.0815 12.9203 15.6686 13.9996 9.59924 12.4975 10.7182 11.993 threshold=294.42443847656256 308.54922485351568 1.1980000138282778 1.4100000262260439 47.500000000000007 54.500000000000007 2.0774999856948857 29.500000000000004 26.500000000000004 -2.4999999999999996 36.500000000000007 1.5000000000000002 40.500000000000007 2.7749999761581425 3.2575000524520878 207.08887481689456 263.64595031738287 2.5000000000000004 33.500000000000007 6.5000000000000009 145.14741516113284 276.59585571289068 1.0000000180025095e-35 173.86003112792972 12.500000000000002 134.73744964599612 215.8664245605469 10.500000000000002 20.500000000000004 282.07974243164068 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 4 5 -2 -4 9 8 -8 12 11 -11 -5 18 15 -15 -17 22 19 -1 -21 -22 23 25 -25 -16 -24 -28 -29 -30 right_child=1 -3 3 6 -6 -7 7 -9 -10 10 -12 -13 -14 14 17 16 -18 -19 -20 20 21 -23 26 24 -26 -27 27 28 29 -31 leaf_value=-0.0022878711187884551 -0.010916486468231373 2.4838452378807452e-06 0.024064970326979122 -0.011628737495902219 0.011784268341805747 0.00027882975002171631 0.0023991132100478437 -0.00067294988605006031 0.023190696417679145 0.019565977881844405 0.0029644271035833823 -0.014654382575985727 0.008420430788439499 0.0023491403852474377 0.0025535569699693308 0.047547188405638999 0.0073265176589313715 0.0079198805472560571 -0.00013802580363552744 -0.0084131902523684604 0.049125823677941105 0.004837772046759478 -0.0071682200929369215 -0.028985745262407003 0.00031824405012333384 0.026556971313063716 0.030197698303563978 -0.0042914039420812716 0.0093161330462800691 -0.019341895863723511 leaf_weight=2662.8367340415716 120.79819349199533 278779.54799243028 70.353483349084854 44.781013235449791 36.928996413946152 23.706459924578667 184.79361179471016 1186.8768284767866 45.616585597395897 105.77735099196434 428.67417058348656 22.917913779616356 21.032786935567856 675.34237278997898 58.782175414264202 23.718502655625343 67.950624451041222 168.10289795696735 37272.195085447282 14.472154274582861 9.8045554757118207 23.159321814775467 300.09648060798645 16.782257474958897 764.35279761999846 34.823003090918064 11.857328802347181 285.95139023661613 116.11254920065403 14.819965064525602 leaf_count=11199 581 1218896 298 189 159 101 878 4971 190 431 1793 121 96 2948 415 100 290 799 159681 71 55 142 1509 92 3343 170 51 1232 522 64 internal_value=-8.47612e-06 1.73338e-05 0.00182335 0.002372 -0.00560151 0.01807 0.00164836 0.000495674 0.00651543 0.00426989 0.00539061 0.0134721 -0.00522142 -0.000179084 0.00124078 0.00418776 0.0177332 -3.50494e-05 -0.000269238 -0.0020737 0.00994896 0.0180105 -0.000868964 0.000950798 -0.000311336 0.0114833 -0.00305302 -0.000172587 -0.0010364 0.00607239 internal_weight=323593 281072 2292.26 2134.53 157.727 94.0599 2040.47 1417.29 230.41 623.183 557.369 128.695 65.8138 42521.2 2538.69 767.011 91.6691 1771.68 39982.5 2710.27 47.436 32.9639 1603.58 874.74 781.135 93.6052 728.838 428.741 416.884 130.933 internal_count=1411387 1228704 9808 9068 740 399 8669 6039 1068 2630 2345 552 285 182683 11535 3338 390 8197 171148 11467 268 197 7398 4020 3435 585 3378 1869 1818 586 is_linear=0 shrinkage=0.03 Tree=713 num_leaves=31 num_cat=0 split_feature=1 1 2 2 2 2 2 0 2 2 2 1 1 1 1 2 0 1 0 1 0 0 1 2 3 2 0 1 0 0 split_gain=1.56427 4.40163 7.14471 6.63867 6.43789 7.67517 3.97894 5.35823 6.23546 15.8819 5.14907 4.90201 4.11449 3.22091 3.34232 6.83524 5.37451 4.67312 4.9715 5.30864 4.18669 8.72158 5.26053 3.08523 2.98089 2.80934 3.6627 4.49292 2.6804 2.60823 threshold=39.500000000000007 44.500000000000007 1395.3037719726565 5216.6582031250009 16176.651367187502 30553.010742187504 27647.242187500004 56.500000000000007 2983.330444335938 9644.7543945312518 2928.0368652343755 47.500000000000007 50.500000000000007 50.500000000000007 58.500000000000007 4417.2790527343759 82.500000000000014 73.500000000000014 72.500000000000014 61.500000000000007 68.500000000000014 61.500000000000007 56.500000000000007 294.42443847656256 1.2994999885559084 33967.421875000007 78.500000000000014 93.500000000000014 75.500000000000014 72.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 23 -2 24 -6 7 8 -4 -10 -9 -11 -8 29 20 -16 17 18 19 -17 21 22 -15 -3 -5 -14 -27 -28 -20 -12 right_child=1 2 6 4 5 -7 12 10 9 11 13 -13 25 14 15 16 -18 -19 28 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-1.1271084069676314e-05 0.00066291181608484724 0.0039383910512633749 0.0094077293470743017 0.03106938187272866 -0.017640159576777021 0.01604400792598782 -0.01078026052471678 -0.017799013307497294 -0.025105371273392574 -0.0076359058328968046 0.0094236656383118837 0.013529265199437122 0.023413741569524756 -0.0045623951587365642 0.012059050342582244 0.0047350582745925348 0.0082660342800110476 -0.022261224463504158 0.015350048928779883 -0.017346229462568273 -0.023296055644008898 0.010702901823966954 -0.028248060800357026 0.022469665241312702 0.014317747306672398 -0.0092683058981316742 0.013439326548271095 -0.013791391273167152 -0.0032515629028570152 -0.0070292187939400659 leaf_weight=322900.88812071912 101.9965333044529 15.401502221822737 66.093418881297112 13.466492637991903 11.526498548686506 12.903331242501734 12.08557468652725 23.77410514652729 21.069864973425865 14.728691175580023 28.826958149671555 29.723922714591026 9.4350649863481504 19.327615335583687 25.358673477545381 13.779281288385389 21.810672208666801 17.474766835570335 12.410619601607324 33.921728298068047 16.476433351635933 18.385163545608521 14.980067029595373 17.022528603672981 32.959423005580902 11.640170007944105 38.751322861760855 6.3462923737242809 15.908323898911474 12.40263772010803 leaf_count=1408198 444 67 274 57 55 60 61 106 95 60 119 125 46 79 107 57 109 75 51 138 70 76 61 70 139 54 224 191 64 55 internal_value=-8.22203e-06 0.00141867 3.33778e-05 0.00556317 0.0126171 0.000151122 -0.00087864 -0.00207132 0.00290617 -0.00365204 -0.00445498 0.00651651 0.00531582 -0.00319138 -0.00469759 -0.00204254 -0.00514385 -0.00827214 -0.00505646 -0.0109677 -0.010097 -0.00596976 -0.0149045 0.0136673 0.0191768 0.00825555 0.00573485 0.00960733 0.00490049 0.00447433 internal_weight=323591 689.988 517.135 172.852 70.8557 24.4298 484.711 406.453 131.616 65.5225 274.837 44.4526 78.2584 251.063 209.833 140.664 115.305 93.4947 76.02 47.701 69.1693 52.6928 34.3077 32.424 46.4259 66.1729 56.7378 45.0976 28.3189 41.2296 internal_count=1411387 3189 2434 755 311 115 2297 1721 554 280 1167 185 576 1061 887 601 494 385 310 195 286 216 140 137 196 515 469 415 115 174 is_linear=0 shrinkage=0.03 Tree=714 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 2 2 2 2 2 2 2 2 1 2 1 3 2 2 2 1 0 2 0 2 2 0 2 2 2 split_gain=1.53302 5.56001 20.0904 12.2327 10.8049 9.96907 22.6132 12.9282 11.3729 9.25683 31.6229 10.4293 7.23019 8.29908 8.67317 6.81323 6.72832 22.4993 24.5257 21.7347 17.6771 18.1312 19.5638 21.9546 23.7133 16.802 31.8391 52.0197 30.2326 28.3109 threshold=1.0000000180025095e-35 1.0205000042915346 2192.347534179688 3910.889038085938 2.5000000000000004 2510.8642578125005 2292.840698242188 2385.3286132812505 2770.7851562500005 249.24568176269534 370.03324890136724 173.86003112792972 7510.0949707031259 3.5000000000000004 9416.2739257812518 1.5000000000000002 2.7749999761581425 6860.8740234375009 3673.103149414063 631.94107055664074 23.500000000000004 14.500000000000002 2817.958129882813 13.500000000000002 3038.2934570312505 6559.7421875000009 37.500000000000007 11873.722656250002 8598.4760742187518 3910.889038085938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 9 6 15 -8 -7 11 -11 -2 -5 -14 -15 -4 25 18 19 -18 21 22 -21 24 -24 29 27 28 -27 -3 right_child=1 16 3 12 -6 8 7 -9 -10 10 -12 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-7.5834243489341014e-05 -0.00043691508339749894 0.00022048109988865309 -0.016308558092951345 0.0047691920444507523 0.0055872891478891918 -0.030053499937967691 0.015997155948229053 -0.00096907170872904936 -0.0075191630848337387 -0.024220729712634066 -0.00053054104528491572 0.008579418843615641 -0.0052573392675161843 -0.012832693967963533 0.012784129518909591 -0.0021121523022510124 -0.0015236082788012133 0.00030691982922451019 -0.0024673554846194254 -0.0016768441039562061 -0.017378252940896295 0.0012282582404065788 0.01613750693198332 -0.0098345524658249722 0.0019628424819372148 -0.00075774141331943785 0.00030545669930093791 -0.001112068500072682 -0.012164409165466929 0.0019309031389963343 leaf_weight=155573.44528274168 380.13910613954067 60317.175409238786 81.545757591724396 176.29598318785429 377.38921990245581 20.927028432488441 65.953581362962723 104.41487826406956 547.75092476606369 57.807618796825409 413.12492889165878 165.83084706962109 253.94012795388699 15.597078844904898 50.11706018447876 48.534179419279099 8990.7029861435294 43929.15230336925 6011.8687790557742 5346.8225220292807 50.692430425435305 9384.5225701481104 114.57130472362041 129.94917505979538 1457.3157108277082 302.46571367233992 13142.774297818542 5222.4099216610193 677.63016629219055 10179.247317031026 leaf_count=692587 1626 263683 327 848 1760 84 266 420 2794 261 1715 665 1033 66 207 195 39485 184606 24636 23239 290 40356 504 576 6329 1294 54673 21371 2890 42601 internal_value=-7.97541e-06 5.48578e-05 -0.00128069 -0.00386776 0.00125218 -0.00601303 -0.00159269 0.00559895 -0.00834841 -0.00035665 -0.00343854 0.00230167 -0.000108296 -0.00279833 0.00670404 -0.0110117 7.7158e-05 -0.000131773 -0.000743827 -0.000337083 0.000310077 0.000364641 -0.000785171 0.00201628 0.002996 0.00025254 -0.000530635 -0.00230227 -0.00864422 0.000467455 internal_weight=323590 168017 2759.37 1365.08 1394.29 869.126 300.448 170.368 568.678 1016.9 470.933 545.97 495.95 319.654 65.7141 130.08 165257 75415.6 31486.4 25474.6 16483.9 16433.2 7048.66 1701.84 1571.89 89841.7 19345.3 6202.51 980.096 70496.4 internal_count=1411387 718800 12267 6240 6027 4086 1208 686 2878 4267 1976 2291 2154 1306 273 522 706533 320021 135415 110779 71294 71004 30648 7409 6833 386512 80228 25555 4184 306284 is_linear=0 shrinkage=0.03 Tree=715 num_leaves=31 num_cat=0 split_feature=2 0 2 2 0 1 0 0 1 0 0 0 0 1 0 0 1 2 2 1 0 0 1 2 0 0 1 2 1 1 split_gain=2.81124 15.197 37.4966 23.4837 42.8971 22.2978 26.9272 21.5638 28.3278 25.8596 42.9891 24.0785 23.9014 20.6021 20.0945 44.2869 42.4031 33.7548 26.9076 26.6905 22.6869 18.9528 18.7004 18.4042 20.9881 16.8433 16.2917 15.5053 14.2845 14.1332 threshold=15066.298339843752 13.500000000000002 11333.392578125002 12411.391601562502 38.500000000000007 -3.4999999999999996 5.5000000000000009 46.500000000000007 1.0000000180025095e-35 65.500000000000014 72.500000000000014 84.500000000000014 59.500000000000007 15.500000000000002 32.500000000000007 19.500000000000004 1.0000000180025095e-35 14427.237304687502 13578.460937500002 -8.4999999999999982 14.500000000000002 1.5000000000000002 -4.4999999999999991 13578.460937500002 10.500000000000002 35.500000000000007 2.5000000000000004 14427.237304687502 3.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 13 -4 21 8 -6 12 -11 27 -9 14 15 17 19 20 22 -17 29 -7 -16 -8 -25 -20 -24 -12 -27 -5 right_child=-2 3 5 4 7 6 23 9 -10 10 11 -13 -14 -15 18 16 -18 -19 25 -21 -22 -23 26 24 -26 28 -28 -29 -30 -31 leaf_value=-0.00024239229913069772 -0.00019427004181025428 3.375649877699334e-05 0.0066065728121276297 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601.44836881756783 977.08204396441579 328.6077628955245 357.05349875986576 214.25490038096905 1033.5569949001074 258.989830955863 66.232717797160149 29.122396677732468 27.699558660387993 55.988644480705261 leaf_count=95190 335145 935173 970 3387 2119 1652 5034 4237 2418 857 460 2099 1310 205 121 251 1666 1630 982 2476 4179 1592 1438 890 4321 1047 274 120 125 226 internal_value=-3.20215e-05 1.61612e-05 -0.000721398 9.04739e-05 0.00173425 -0.00380585 -0.00443358 -0.00084113 -0.00424394 0.000892973 -0.00317599 0.000672743 0.00351835 0.00371687 0.00392991 0.00279462 -0.00219483 0.00525335 0.00769759 0.00250432 0.00360992 0.00249203 0.0130767 -0.00564199 -0.00308149 0.00309907 0.0146453 0.0116047 -0.0018157 1.50392e-05 internal_weight=323645 249540 22841 226699 7561.18 3070.32 2895.75 3288.93 1110.27 2178.66 854.425 643.818 1324.24 4272.25 4228.04 3249.03 1072.54 2176.49 979.009 661.817 1823.62 430.2 451.207 2465.55 1247.81 527.802 423.286 141.483 286.689 846.537 internal_count=1411594 1076449 109649 966800 31627 14459 13489 13620 4537 9083 3536 2679 5547 18007 17802 13815 4393 9422 3987 2727 7792 3244 1833 10245 5211 2154 1712 580 1172 3613 is_linear=0 shrinkage=0.03 Tree=716 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 3 0 2 1 3 1 1 1 0 0 0 2 1 2 2 0 3 0 0 3 0 0 0 3 0 split_gain=2.65781 13.282 24.5011 30.8784 20.1662 17.2206 57.3031 14.1793 11.3079 13.0106 11.0828 9.42147 9.31885 9.01157 15.2023 10.6279 11.1424 9.09576 9.93736 8.76811 21.9165 21.444 13.1904 37.9634 11.0029 27.2451 10.1822 10.7303 9.14508 8.70851 threshold=699.95858764648449 767.85998535156261 2.7749999761581425 33.500000000000007 -19.499999999999996 3.2575000524520878 73.500000000000014 723.02862548828136 1.5000000000000002 1.1980000138282778 1.5000000000000002 -2.4999999999999996 1.0000000180025095e-35 44.500000000000007 31.500000000000004 39.500000000000007 286.97653198242193 -5.4999999999999991 161.39817047119143 679.17321777343761 17.500000000000004 1.7404999732971194 56.500000000000007 59.500000000000007 2.1755000352859502 35.500000000000007 4.5000000000000009 6.5000000000000009 12.393000125885012 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 10 -4 6 12 29 -9 -10 -2 13 -6 14 -1 16 -16 18 -15 26 -21 22 -22 -24 25 -23 -13 -28 -29 -5 right_child=1 -3 4 7 5 -7 -8 8 9 -11 -12 19 -14 17 15 -17 -18 -19 -20 20 21 24 23 -25 -26 -27 27 28 -30 -31 leaf_value=3.8651044218261498e-05 -0.021601365039959179 -5.4234594882729851e-05 -0.038666109146051168 0.0039806954869993109 0.016967303413927246 -0.00061524151684186823 -0.037515475648808319 -0.0082877060459929878 0.024385352384253878 -0.0025775357993960937 -0.0036012335611265551 -0.02070694883357329 0.040081718816666223 -0.0021092481620568087 -0.0029771316832680307 -0.0010673826971736209 -0.008546697866537804 -0.00079081378294512249 0.0044527614859937656 0.0068809131536946904 0.011038912747077016 -0.032129684331446348 -0.027878106282455867 0.017550099756160502 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-0.00625397 0.00288025 -0.0174286 0.000116525 0.025002 -0.00087902 -0.00170578 -0.00337923 -0.00510883 0.000387247 0.00265801 0.000220398 0.00291919 -0.00174324 0.00571986 -0.00527086 -0.00701487 -0.0180548 0.000181018 0.000187012 0.000178773 0.00213084 internal_weight=323642 241645 3484.88 992.172 2492.71 2480.42 85.5246 819.299 547.847 99.7656 172.873 81997 69.2216 7747.07 4686.92 2392.13 1368.38 3060.15 1045.3 74249.9 1067.87 490.552 203.067 66.2256 287.484 63.3459 73182 73161 73123.4 271.452 internal_count=1411594 1060959 14964 4187 10777 10709 367 3455 2318 456 732 350635 296 33946 20564 10245 5792 13382 5033 316689 4531 2064 843 275 1221 267 312158 312038 311795 1137 is_linear=0 shrinkage=0.03 Tree=717 num_leaves=31 num_cat=0 split_feature=2 0 2 2 0 1 0 0 1 0 0 0 0 1 0 0 1 2 2 1 0 0 1 2 0 0 1 2 1 1 split_gain=2.62177 14.2627 35.2828 22.141 40.4022 20.9955 25.3207 20.2939 26.6713 24.4128 33.6055 26.9126 22.6746 19.4392 18.8811 41.7289 39.9398 32.0223 25.3124 25.0703 21.3923 17.8572 17.6025 17.3076 19.7388 15.8602 15.3369 14.6083 14.036 13.388 threshold=15066.298339843752 13.500000000000002 11333.392578125002 12411.391601562502 38.500000000000007 -3.4999999999999996 5.5000000000000009 46.500000000000007 1.0000000180025095e-35 64.500000000000014 72.500000000000014 59.500000000000007 84.500000000000014 15.500000000000002 32.500000000000007 19.500000000000004 1.0000000180025095e-35 14427.237304687502 13578.460937500002 -8.4999999999999982 14.500000000000002 1.5000000000000002 -4.4999999999999991 13578.460937500002 10.500000000000002 35.500000000000007 2.5000000000000004 14427.237304687502 1.5000000000000002 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 13 -4 21 8 -6 11 -11 -9 27 14 15 17 19 20 22 -17 -5 -7 -16 -8 -25 -20 -24 -12 -10 -27 right_child=-2 3 5 4 7 6 23 9 28 10 12 -13 -14 -15 18 16 -18 -19 25 -21 -22 -23 26 24 -26 29 -28 -29 -30 -31 leaf_value=-0.00023349017117324191 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410.2957014888525 351.24672083929181 240.96106663346291 601.08397744596004 975.77214458584785 328.48747012019157 356.97793562710285 214.33499428629875 1033.7815007120371 258.91846567392349 66.239872395992279 29.120382115244865 241.29028987884521 27.842939138412476 leaf_count=95190 335145 935173 970 3613 2119 1652 5034 4237 1390 1006 460 1161 2099 205 121 251 1666 1630 982 2476 4179 1592 1438 890 4321 1047 274 120 1028 125 internal_value=-3.01275e-05 1.6404e-05 -0.000698121 8.83973e-05 0.00168504 -0.00369025 -0.00429843 -0.000814588 -0.00411583 0.000868296 -0.00295214 0.00350937 0.000654388 0.00361022 0.00381695 0.00271546 -0.0021286 0.00510425 0.00746881 0.00243164 0.00350567 0.00242099 0.0126858 -0.00546948 -0.00298668 0.00300813 0.0142099 0.0112688 0.000287616 -0.00175932 internal_weight=323644 249537 22841.1 226696 7556.14 3070.13 2896.08 3287.58 1110.05 2177.54 890.046 1287.49 643.668 4268.55 4224.51 3245.57 1071.91 2173.65 978.942 661.619 1822.4 429.817 451.219 2466.27 1248.12 527.722 423.218 141.353 585.255 286.761 internal_count=1411594 1076449 109649 966800 31627 14459 13489 13620 4537 9083 3685 5398 2679 18007 17802 13815 4393 9422 3987 2727 7792 3244 1833 10245 5211 2154 1712 580 2418 1172 is_linear=0 shrinkage=0.03 Tree=718 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 3 1 2 1 2 2 1 2 1 1 0 2 2 1 2 2 0 1 0 1 2 1 split_gain=2.48885 19.2595 31.5112 23.3707 16.0996 30.2906 33.1808 27.3353 48.1012 12.7745 12.7657 12.5164 11.7331 11.249 11.5466 9.84691 13.4634 19.5605 9.27675 10.3999 9.17331 38.5252 19.8654 18.8974 18.2135 10.2869 8.90031 8.53556 7.84437 17.9448 threshold=28.166500091552738 1921.9818115234377 2817.958129882813 1768.4891357421877 68532.378906250015 35189.248046875007 36363.248046875007 79162.558593750015 40.666500091552741 1.0000000180025095e-35 64691.324218750007 1.5000000000000002 5579.1726074218759 99995.847656250015 -1.4999999999999998 72035.476562500015 1.5000000000000002 1.0000000180025095e-35 97.500000000000014 4805.4782714843759 28492.581054687504 1.0000000180025095e-35 29455.711914062504 29455.711914062504 2.5000000000000004 -17.499999999999996 1.5000000000000002 1.0000000180025095e-35 4505.7285156250009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 27 5 11 -7 8 15 -8 -11 18 -13 -9 26 16 17 -6 20 -20 25 23 -23 -22 -25 -4 -15 -2 -27 -30 right_child=1 2 4 -5 7 6 9 13 -10 10 -12 12 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 24 -26 28 -28 -29 29 -31 leaf_value=-1.4473319478775217e-05 0.014895709443215152 -0.02719091630780025 0.027619362395784237 0.035442911504540681 0.012701336647435561 -0.024591187709472322 -0.00079762412554180279 -0.0029325297237846591 -0.016583510255625825 -0.0086520014890957009 0.0014268332729103746 0.0015975166614359687 -0.018225196401878821 0.01373342280279505 0.00085867869105575318 0.011383417885769005 0.024967872854600864 -0.0043042828372625245 0.00076075042934011623 0.031627838809689723 -0.04479944824393875 0.04218635104174559 0.011524858873358279 -0.020847052986012207 0.0086549752182203 0.0024670152577024938 -0.0070888180479894191 -0.012975407367138852 0.0020007146301350845 -0.0046507586940207893 leaf_weight=313778.03498072433 18.77451254427433 39.975186891853809 11.75550556834787 29.591063909232616 97.159066714346409 77.975624568760395 519.23767569893971 1145.879476477392 77.698341934010386 640.91468254849315 137.3368319272995 46.435174126178026 63.793935269117355 19.945075610768981 3800.4082177365199 397.08481336385012 25.306502431631088 163.00499598681927 21.489307060837746 18.096585020422935 10.901963394135235 25.302631422877312 76.560193300247192 30.590591682121158 49.003053322434425 569.29397180117667 250.7211923841387 20.896172180771828 660.02387150097638 816.79579517990351 leaf_count=1344495 164 245 214 203 783 362 3563 5517 636 3350 628 195 320 2639 27190 3144 142 718 103 97 70 104 369 286 271 3330 2242 105 5016 5093 internal_value=-2.92222e-05 -0.000498489 -0.000609984 0.0152655 -0.000501032 -0.00203469 -0.00558423 0.000467702 0.00578222 -0.00444196 -0.00687341 -4.46122e-07 -0.00987467 -0.000306769 0.0004323 0.00832821 0.00407846 0.00204652 0.000474888 0.0148716 0.000221623 0.00648667 0.0191411 -0.00775734 -0.00268367 -0.000364 -0.00555445 0.000214852 -0.000524772 -0.00167807 internal_weight=323640 9861.95 9792.69 69.2617 9752.72 3775.51 1375.46 5977.21 760.254 1297.49 778.252 2400.04 110.229 5216.95 4071.07 682.555 285.471 260.164 2289.81 39.5859 2250.23 192.358 101.863 90.4956 79.5936 2057.87 270.666 39.6707 2046.11 1476.82 internal_count=1411594 67099 66627 472 66382 23371 7903 43011 5423 7541 3978 15468 515 37588 32071 4787 1643 1501 14953 200 14753 1100 473 627 557 13653 4881 269 13439 10109 is_linear=0 shrinkage=0.03 Tree=719 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 3 0 0 0 2 2 0 1 0 1 1 1 0 0 0 2 1 2 2 0 2 0 3 0 0 split_gain=2.42318 12.5381 23.0586 29.0737 18.5838 16.2076 54.0516 13.9161 15.2611 13.1141 11.0626 19.7631 24.302 10.6709 10.4165 8.86526 8.47588 8.47468 14.2888 9.98044 10.448 8.56629 9.36834 8.46409 10.6513 8.25313 20.6326 20.1883 12.4063 35.7755 threshold=699.95858764648449 767.85998535156261 2.7749999761581425 33.500000000000007 -19.499999999999996 3.2575000524520878 73.500000000000014 57.500000000000007 60.500000000000007 736.05068969726574 723.02862548828136 63.500000000000007 1.0000000180025095e-35 61.500000000000007 1.5000000000000002 -2.4999999999999996 1.0000000180025095e-35 44.500000000000007 31.500000000000004 39.500000000000007 286.97653198242193 -5.4999999999999991 161.39817047119143 370.03324890136724 73.500000000000014 679.17321777343761 17.500000000000004 1.7404999732971194 56.500000000000007 59.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 3 14 -4 6 16 9 -9 -5 11 -10 -13 -12 -2 17 -6 18 -1 20 -20 22 -19 -23 -25 -17 -27 28 -28 -30 right_child=1 -3 4 7 5 -7 -8 8 10 -11 13 12 -14 -15 -16 25 -18 21 19 -21 -22 23 -24 24 -26 26 27 -29 29 -31 leaf_value=3.6965326087517722e-05 -0.020957418459605259 -5.0022014509018447e-05 -0.036755477457264034 0.0039143181809955007 0.016517321306889678 -0.00059709682279584239 -0.036674569903707828 -0.022138578549908867 0.020565050195278493 -0.0052876538284052556 -0.023493866712778033 -0.043604330551471303 0.011874794392498082 -0.004711823508176732 -0.0034981654846220262 0.00017513972803863667 0.03850752060395219 -0.0020448882783136346 -0.0028866300866528831 -0.0010356674325293451 -0.008276366274209853 0.00030331831295701882 0.0043261387100986138 -0.0077983262211844279 0.001540878381678811 0.0066769930578329433 0.010702359791033067 -0.0068115454675251059 -0.027121212890555323 0.016986847413179813 leaf_weight=2294.7481964305043 132.77542899549007 238147.20495214744 12.537592753767965 278.37504149973392 44.999215617775917 2394.9086543880403 16.178622245788574 61.580433011054993 34.626233890652657 279.1690983325243 37.500045731663704 12.923191830515863 15.786338180303572 99.353537544608116 40.025925770401955 73183.276107143611 24.290207505226135 286.12302336096764 845.14935017377138 1024.0070494487882 524.63797476887703 1546.0990029573441 758.10009793937206 293.21212384104729 175.80546410381794 577.06754261255264 136.90216152369976 287.22148481011391 33.173263907432556 33.026141256093979 leaf_count=10319 547 1045995 68 1166 192 10342 71 258 145 1186 159 52 69 420 185 312158 104 1372 3587 4453 2205 6414 3661 1206 729 2467 568 1221 138 137 internal_value=-2.83436e-05 -7.61641e-05 -0.00186257 -0.00573075 -0.000323132 -0.000138977 0.0126981 -0.00337224 -0.00907827 -0.000693221 -0.00506078 0.00530573 -0.0130984 -0.0098584 -0.0169133 0.000112573 0.0242262 -0.000853083 -0.00165455 -0.00327608 -0.00495094 0.000375195 0.00258044 -0.000767553 -0.00429764 0.000213337 0.00283227 -0.00169263 0.00554642 -0.0051162 internal_weight=323631 241632 3485.03 992.115 2492.91 2480.38 85.468 819.314 261.77 557.544 200.189 63.3358 28.7095 136.854 172.801 81998.5 69.2894 7747.88 4688.54 2393.79 1369.79 3059.34 1044.22 2015.12 469.018 74250.7 1067.39 490.323 203.102 66.1994 internal_count=1411594 1060959 14964 4187 10777 10709 367 3455 1103 2352 845 266 121 579 732 350635 296 33946 20564 10245 5792 13382 5033 8349 1935 316689 4531 2064 843 275 is_linear=0 shrinkage=0.03 Tree=720 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 3 0 1 3 2 0 2 0 0 2 3 1 0 1 0 0 0 0 2 0 1 1 2 2 1 split_gain=1.85054 8.51514 12.8894 18.4845 42.4639 116.337 21.0995 17.1571 12.3829 16.3468 14.3963 17.5416 10.8676 12.2844 10.7245 11.3198 10.2644 10.0521 10.0247 9.90551 16.1319 9.82462 9.44881 12.1511 11.7033 10.0526 11.4091 9.35388 13.8026 8.96618 threshold=16176.651367187502 5.4584999084472665 1.532000005245209 20724.130859375004 2.6375000476837163 2.1755000352859502 67.500000000000014 -8.4999999999999982 1.7404999732971194 33967.421875000007 60.500000000000007 30553.010742187504 64.500000000000014 61.500000000000007 55938.710937500007 1.1054999828338625 -1.4999999999999998 34.500000000000007 7.5000000000000009 79.500000000000014 74.500000000000014 44.500000000000007 68.500000000000014 17466.614257812504 70.500000000000014 3.5000000000000004 11.500000000000002 42366.021484375007 24241.001953125004 30.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 14 4 5 6 7 -4 9 10 11 18 13 16 15 27 17 -9 -5 20 -6 -16 25 24 -24 -7 -27 28 -2 -18 right_child=1 -3 3 8 19 22 -8 12 -10 -11 -12 -13 -14 -15 21 -17 29 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=1.5579140991218467e-05 -0.0045513760795617732 0.00015342494551994762 0.014738946916338105 0.0069092476739049408 -0.0063732388471527731 0.0068866268599730943 0.016217106952441763 -0.0040515782581520216 -0.00064280541809330269 0.0048666802185037021 -0.0049273540562224409 -0.011939869393303805 0.0012837760464287291 -0.01212540227195375 -0.0097025647580063126 0.0018336430252764513 -0.0041235479244992827 -0.016435645789833104 -0.01855939923193884 0.0075487439717612246 -0.016777147319724506 -0.0007397986794824014 0.02160815376801992 0.02259853211018743 -0.0079008519342725902 0.02990293741467449 -0.001805231503671362 -0.014102591995964312 0.0029423296139372179 0.01093678932346592 leaf_weight=252782.84102766914 475.83639433979988 37323.059223833028 40.930809088051319 315.90258978307247 1077.0395088940859 504.31095744669437 45.213682636618614 113.4410785138607 21752.869369238615 875.75686171650887 416.93258065730333 59.240668371319771 229.29141573607922 230.15552547574043 151.86399953067303 4352.7271570041776 1338.2060352861881 122.8949071764946 14.549759313464163 39.740169450640678 153.21407729387283 399.97119592130184 20.839306503534317 101.15153834223747 28.830563247203827 36.13723960518837 14.236364871263502 52.470086708664894 413.39830798655748 36.549635738134384 leaf_count=1090672 1945 183436 173 1277 4352 2031 185 457 88920 3763 1736 241 938 938 677 18052 5499 499 72 162 622 1706 87 414 117 146 64 214 1706 155 internal_value=-2.23758e-05 -0.000158011 -0.000505884 -0.000777225 -0.00262723 -0.000601445 -0.00406075 -0.00449497 -0.000451026 0.00202864 -0.00105264 0.00309292 -0.00487519 -0.00564217 0.000773598 0.00118842 -0.00471599 -0.0104913 0.00578787 -0.00719274 -0.00766893 -0.00320633 0.00997341 0.0166315 0.00447984 0.00816304 0.0209417 -0.0017939 -0.00106761 -0.00372315 internal_weight=323520 70736.8 33413.7 27567.4 4132.18 2862.19 2156.68 2111.47 23435.3 1682.38 806.626 389.693 2070.54 1841.25 5846.27 5294.43 1611.09 236.336 330.452 1269.99 1230.25 551.835 705.506 150.821 49.6699 554.685 50.3736 941.705 889.235 1374.76 internal_count=1411256 320584 137148 112848 16839 11703 8844 8659 96009 7089 3326 1590 8486 7548 24300 21917 6610 956 1349 5136 4974 2383 2859 618 204 2241 210 3865 3651 5654 is_linear=0 shrinkage=0.03 Tree=721 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 0 0 2 2 1 1 3 1 1 0 0 2 0 3 2 2 0 2 2 0 2 1 2 1 split_gain=1.74191 8.77934 23.7017 37.5727 17.1286 68.5222 17.6932 17.2673 16.9706 20.2681 20.7153 16.0235 18.3035 19.4545 16.249 20.3381 15.3307 14.8796 12.8437 12.8164 47.0306 38.2861 32.3144 55.5436 27.2723 22.3071 22.0648 15.5658 21.669 15.0891 threshold=6261.4145507812509 2.3904999494552617 10120.596191406252 1.2994999885559084 9416.2739257812518 1.5979999899864199 59.500000000000007 67.500000000000014 9644.7543945312518 7188.3642578125009 41.500000000000007 -1.4999999999999998 1.6674999594688418 4.5000000000000009 -4.4999999999999991 41.500000000000007 57.500000000000007 8998.0522460937518 44.500000000000007 1.6674999594688418 12127.694824218752 17012.167968750004 65.500000000000014 14106.575683593752 45473.716796875007 64.500000000000014 31791.298828125004 1.0000000180025095e-35 24241.001953125004 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 11 6 16 -7 9 -2 -11 14 -13 17 -5 -16 -6 -14 -10 27 -21 22 -22 -24 25 29 -27 28 -4 -23 right_child=1 -3 19 4 5 7 -8 -9 18 10 -12 12 13 -15 15 -17 -18 -19 -20 20 21 24 23 -25 -26 26 -28 -29 -30 -31 leaf_value=3.1197974339002668e-05 -0.0027563517615069276 4.6447325447506805e-05 -0.0018400989758247891 -0.0068423401798321922 0.0098948911703706025 -0.0090608379356440505 -0.0091972820154909186 0.025638671561055922 0.011720768959579445 0.0029135489730642908 -0.035761408178593003 -0.0077361534651456251 0.00063150493880495724 -0.014744384892021196 0.0082180116812222547 -0.0052055775788838084 0.031560432034821118 -0.0094306671339494247 -0.0075106376501449012 -0.0065017943384486744 0.004042956137996251 0.00245550930972015 -0.021412897168090587 0.0052027559924561814 0.0016421904265618093 0.0036399349627841411 -0.0044539394342781235 0.0014398426990575837 0.0020937893575544001 -0.003899766311892238 leaf_weight=205076.75692629779 868.42155220359564 85667.524678155896 4051.7006560638547 243.83866999298334 285.58238606154919 417.2211404889822 39.355730473995209 13.318857446312903 34.474307954311371 2108.0973614826798 12.538638412952421 1718.2643177360296 732.1398950368166 106.6148392111063 255.3021599650383 168.70854866504669 32.767044648528099 161.43012134730816 334.62328204512596 1177.2246083021164 2405.037029132247 367.1130640283227 127.02850626409054 158.7636843174696 2157.8507330566645 932.48408298194408 449.13322687149048 7586.7015490010381 1829.092960216105 3996.9920460283756 leaf_count=888080 3958 386723 16929 1020 1180 1736 160 54 142 8950 59 7365 2990 540 1035 690 133 665 1405 4854 9893 1514 517 647 8923 3834 1878 31229 7815 16338 internal_value=-2.17045e-05 -0.000113305 -0.000530906 -0.00200771 -0.00390803 7.4961e-05 0.00977896 -0.0079874 0.0003546 0.00110402 0.00268488 -0.00483518 -0.00585804 -0.00263153 -0.000671673 0.00287693 0.0121249 -0.0011863 -0.00571439 -9.01499e-05 -0.000813241 -0.000181142 0.00290967 -0.00662733 -0.00123343 -0.00231339 0.0010088 0.000541887 -0.000616549 -0.00336515 internal_weight=323516 118439 32771.8 7532.7 4174.54 788.245 357.705 430.54 3358.16 2989.06 2120.64 3386.3 2718.45 1000.18 667.849 424.011 318.349 893.57 369.098 25239.1 11771.6 10594.4 2690.83 285.792 7903.57 5745.72 1381.62 13467.5 5880.79 4364.11 internal_count=1411256 523176 136453 32082 17568 3263 1473 1790 14514 12967 9009 14305 11560 4195 2745 1725 1313 3655 1547 104371 48398 43544 11057 1164 32487 23564 5712 55973 24744 17852 is_linear=0 shrinkage=0.03 Tree=722 num_leaves=31 num_cat=0 split_feature=2 3 3 0 0 0 2 2 2 2 0 2 1 2 0 1 1 1 1 2 1 2 2 2 1 2 2 2 1 0 split_gain=1.78063 8.10418 7.98294 11.6769 20.9303 19.6072 29.2678 26.4412 23.517 30.2959 24.4194 58.8956 20.1603 16.9366 24.5989 16.7334 16.1512 15.5171 15.3585 15.2685 13.3686 12.8554 12.6846 15.8993 12.6785 12.2996 12.1079 11.2758 11.1852 20.6847 threshold=16176.651367187502 74.000000000000014 5.4584999084472665 37.500000000000007 32.500000000000007 27.500000000000004 20724.130859375004 19525.543945312504 50009.173828125007 58108.183593750007 29.500000000000004 22009.412109375004 -11.499999999999998 26764.801757812504 23.500000000000004 3.5000000000000004 16.500000000000004 -3.4999999999999996 5.5000000000000009 25918.428710937504 1.0000000180025095e-35 42366.021484375007 31791.298828125004 43957.078125000007 -31.499999999999996 40758.552734375007 64691.324218750007 40758.552734375007 1.0000000180025095e-35 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 -2 15 10 -10 11 -9 24 14 -14 20 18 -6 28 -12 -7 -19 -13 -24 -8 -18 -26 -21 -15 -30 right_child=2 -3 -4 -5 17 7 12 8 9 -11 19 22 13 16 -16 -17 25 21 -20 27 -22 -23 23 -25 26 -27 -28 -29 29 -31 leaf_value=2.0915531053853184e-05 -0.0060583822950989559 -0.0060699590282920785 0.00014743373659561505 0.00016847209471437244 0.0039347488870323825 0.009351241939057087 0.017758711048325753 0.019112963163785867 0.011340113175721703 0.00081972457131308221 -0.0071185464114472798 -0.0046233715974845413 -0.00086110095699690496 -0.0017669394622555645 0.007864839626755115 0.024141861978434268 0.018428498263000005 -0.0049650428254774861 -0.0068532594863656097 0.0015522940819875809 -0.00078811632970739653 -0.00051657128500601441 0.008294731157724335 -0.0098790668936498995 -0.011591254042832635 0.00055542492650661318 0.0027265447259906422 -0.0068079466392796297 0.0014103131637876768 -0.0037860630754980255 leaf_weight=252581.54798715259 995.86326111108065 196.75720862299204 37321.840002199169 14023.271623000503 254.98419685661793 328.12541498243809 16.864037536084652 156.5164872854948 332.00869423151016 954.93011472374201 694.77685637772083 406.97883304953575 669.03922003507614 4779.3668951094151 514.24647389352322 48.692072033882141 67.770215421915054 2186.5185634940863 389.88110375404358 503.65755413472652 181.91736164689064 798.06027156114578 185.48144508898258 56.527653694152832 280.64381709694862 70.911548763513565 65.577684313058853 204.0053129196167 3376.7525347173214 866.30398312211037 leaf_count=1087525 4022 3147 183436 58548 1030 1325 103 629 1337 3854 2819 1640 2682 19292 2065 202 301 9005 1610 2042 730 3232 748 228 1153 291 269 823 13674 3494 internal_value=-2.10562e-05 1.61745e-05 -0.00015411 -0.000490964 -0.000967972 -0.000526442 -0.00113169 0.00127921 0.000310431 0.00353381 -0.00156837 0.00259459 -0.000689578 -0.000454411 0.00293112 0.00733895 -0.000873849 -0.00316867 -0.0010236 -0.00395941 0.00573483 -0.00377555 -0.00138914 0.00404976 -0.00764208 0.00928954 -0.00887933 -0.000857799 -0.000771683 0.00034937 internal_weight=323510 252778 70731.5 33409.7 19386.4 16146.8 12093.2 4053.62 3494.88 1286.94 2207.94 805.504 11097.4 10734.3 1183.29 558.735 9550.99 3239.56 9412.3 1402.44 510.043 2984.58 648.988 242.009 363.086 138.682 346.222 707.663 9022.42 4243.06 internal_count=1411256 1090672 320584 137148 78600 65333 48956 16377 14120 5191 8929 3245 44934 43409 4747 2257 38662 13267 38070 5684 2055 12237 2616 976 1525 592 1422 2865 36460 17168 is_linear=0 shrinkage=0.03 Tree=723 num_leaves=31 num_cat=0 split_feature=2 3 2 3 3 2 0 0 0 0 0 2 1 3 0 0 0 1 2 0 0 3 2 2 0 0 0 1 1 2 split_gain=1.67557 7.62764 7.71872 17.8578 28.5724 28.2004 26.2119 25.1393 21.6728 29.6864 19.5117 18.5625 16.3906 16.1528 15.46 28.9092 27.5709 18.204 15.2449 14.6585 17.4717 14.1816 41.1798 25.1498 51.3884 18.9296 13.8981 21.7435 21.4531 13.5521 threshold=16176.651367187502 74.000000000000014 13264.737792968752 7.7119998931884775 4.4095001220703134 15804.419433593752 22.500000000000004 13.500000000000002 69.500000000000014 75.500000000000014 13.500000000000002 13836.183105468752 -1.4999999999999998 21.500000000000004 51.500000000000007 35.500000000000007 31.500000000000004 -1.4999999999999998 13836.183105468752 54.500000000000007 59.500000000000007 5.9049999713897714 14106.575683593752 13836.183105468752 16.500000000000004 15.500000000000002 26.500000000000004 1.0000000180025095e-35 -8.4999999999999982 15066.298339843752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 7 -4 -6 14 11 -7 -10 -9 -5 15 16 26 -18 -17 -16 -21 23 -23 25 -25 -14 27 28 -8 -24 right_child=-2 -3 3 13 5 10 8 12 9 -11 -12 -13 21 -15 19 18 17 -19 -20 20 -22 22 29 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.2928422083163645e-05 -0.00014949957334497058 -0.005889706871289405 -0.012882745647658685 -0.0034865844015576513 -0.00027915903403820743 0.015529271367160266 -0.016244529065099003 -0.0025157121367102176 0.0077202852458130621 0.011723007255696419 -0.0051447567551772735 -0.019814301840623372 0.020884133811234034 0.0049696564115193874 0.0093713303672297819 0.0022372574009774378 -0.0015316404407943664 0.010298088215602793 -0.0041052441802013114 -0.0041989830069411229 0.0051554854462932623 -0.0028686887681304194 0.011398009847447899 -0.013810475047547722 0.02273037031607994 0.0018984220174242963 -0.0036173343319846427 -0.005681197042504897 0.013377292847144279 -0.0016446917695562388 leaf_weight=242839.69209819473 70727.140635866905 196.69646443426609 139.32444126904011 1277.0250180512667 1398.8831538371742 257.06935901939869 24.888610981404781 214.41168979927897 26.357333034276962 47.372459217905998 48.900772839784622 134.38454701006413 205.76016615331173 241.79114967212081 311.90460260957479 441.81467869877815 152.88637229800224 499.79896631836891 1495.7966839149594 286.95699545741081 480.74400231987238 407.94611503183842 503.41228345036507 85.674343109130859 58.146020457148552 61.358330592513084 537.88848404586315 127.86624608933926 189.8773398399353 83.606685221195221 leaf_count=1046197 320584 3147 570 5410 5991 1175 102 1097 108 194 203 553 879 1263 1349 1815 647 2032 6188 1200 1991 1683 2187 358 240 250 2200 520 782 341 internal_value=-2.04255e-05 1.56893e-05 2.02881e-05 0.000848292 0.00140031 0.00354653 -5.6769e-05 0.00266703 0.000318761 -0.00914835 0.0122251 -0.0152994 0.00521059 -0.00214038 0.00075174 -0.000223511 0.00285441 0.00752707 -0.00265903 0.00388707 0.0016589 0.00638892 0.00445254 0.0110773 0.000962848 0.016523 -0.000609202 0.00411318 0.0099445 0.00954039 internal_weight=323505 252778 252582 9741.85 8223.03 3325.17 4897.86 3019.2 4758.54 208.114 305.97 160.742 1620.32 1518.82 4550.42 3470.82 1533.21 652.685 1937.61 1079.61 767.701 1405.9 994.965 410.939 143.82 267.118 880.521 342.632 214.766 587.019 internal_count=1411256 1090672 1087525 41328 34655 14404 20251 13026 19681 855 1378 661 7035 6673 18826 14286 6283 2679 8003 4540 3191 5938 4211 1727 598 1129 3604 1404 884 2528 is_linear=0 shrinkage=0.03 Tree=724 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 3 0 0 0 1 3 1 0 2 1 3 1 2 0 2 1 1 2 3 1 0 1 1 2 0 split_gain=1.57661 7.51212 11.1794 16.7894 35.6432 106.837 15.0823 17.2126 15.0654 17.5215 14.9224 14.0721 13.314 16.2943 13.0397 12.6614 12.1561 11.8922 18.2231 21.1431 10.4875 13.7336 10.2149 10.6401 9.66319 9.27668 9.16559 8.79581 10.3665 8.70074 threshold=16176.651367187502 5.4584999084472665 1.532000005245209 20123.864257812504 2.6375000476837163 2.0774999856948857 79.500000000000014 73.500000000000014 67.500000000000014 4.5000000000000009 1.7404999732971194 1.0000000180025095e-35 31.500000000000004 18984.831054687504 1.0000000180025095e-35 1.7404999732971194 11.500000000000002 33967.421875000007 60.500000000000007 25057.239257812504 2.5000000000000004 30.500000000000004 55938.710937500007 1.1054999828338625 21.500000000000004 44.500000000000007 6.5000000000000009 1.5000000000000002 21398.625000000004 61.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 22 4 5 15 7 14 9 11 17 -7 -13 -14 -6 24 -11 18 19 -5 -17 -22 23 26 -4 -24 -2 -20 -29 -19 right_child=1 -3 3 10 6 8 -8 -9 -10 16 -12 12 13 -15 -16 20 -18 29 27 -21 21 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=1.5223046338329944e-05 -0.0024072403407932284 0.00014749578809165249 -0.0094175037322130183 0.010299595633520427 -0.0028772195621632798 0.0082367362242726713 0.013448356878536212 -0.016704724346392093 0.016052545038698598 0.034579428931968019 -0.00064523959148765999 0.0037009202028831598 -0.0029210359340352387 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3692 183436 2243 944 2032 1568 127 660 701 126 90661 647 208 81 1667 3960 68 2507 1201 780 580 115 677 18052 87 1706 173 70 559 1256 internal_value=-1.98098e-05 -0.000145013 -0.000471807 -0.000724547 -0.00262121 -0.000660416 -0.00710965 -0.00770547 0.0080991 0.00606668 -0.000435483 0.00473896 -0.00108564 -0.0118186 -0.00610711 -0.00498757 0.0238448 0.0022417 -0.000257962 0.00419183 -0.0031569 -0.010351 0.00071987 0.00112465 -0.0086535 -0.00316563 -0.00176683 -0.00453076 0.0011927 0.00470579 internal_weight=323501 70728 33406.2 27560.9 3644.96 2536.76 1108.19 1076.98 838.79 668.071 23915.9 621.645 233.243 71.937 914.545 1697.97 46.426 1737.66 862.606 422.552 1132.45 157.079 5845.31 5293.81 565.518 551.499 941.639 440.054 155.993 875.059 internal_count=1411256 320584 137148 112848 14870 10384 4486 4359 3399 2698 97978 2504 936 289 3699 6985 194 7317 3554 1724 4655 695 24300 21917 2330 2383 3865 1830 629 3763 is_linear=0 shrinkage=0.03 Tree=725 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 2 2 3 0 1 3 3 0 0 1 1 0 0 0 1 0 1 2 2 0 0 3 2 2 2 split_gain=2.97748 19.0851 20.062 16.5282 12.1759 9.81994 11.218 12.8623 14.3467 10.6907 8.83532 14.7995 9.43592 7.69735 7.55687 10.2232 7.73673 10.4111 8.97515 7.52185 10.7281 10.4376 9.45427 8.51879 20.8284 10.5791 8.21726 15.523 14.5761 9.53016 threshold=215.8664245605469 210.22515869140628 1.247500002384186 1.469500005245209 7.5000000000000009 219.02408599853518 224.80538177490237 1.9854999780654909 58.500000000000007 1.0000000180025095e-35 1.1054999828338625 1.1980000138282778 52.500000000000007 61.500000000000007 1.0000000180025095e-35 -4.4999999999999991 39.500000000000007 38.500000000000007 41.500000000000007 1.5000000000000002 38.500000000000007 13.500000000000002 207.08887481689456 149.35324859619143 31.500000000000004 20.500000000000004 1.1980000138282778 67.829120635986342 184.1896667480469 186.24382019042972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 10 -4 -5 9 7 8 14 -2 -3 12 -12 -11 15 -7 17 -17 -18 22 21 23 -1 -21 25 -25 28 -28 -22 -29 right_child=5 2 3 4 -6 6 -8 -9 -10 13 11 -13 -14 -15 -16 16 18 -19 -20 20 26 -23 -24 24 -26 -27 27 29 -30 -31 leaf_value=-2.1902983580835798e-05 9.1196389844093936e-05 -0.010291388475180532 -0.016287323809485579 -0.0055758667016676013 0.020433269396164973 0.0072474228932582841 4.020874652936749e-05 0.0067097684803106641 -0.013769296221139883 0.0063627002451664069 0.0045457057282063135 -0.0011635402334692123 0.023006809097709913 -0.014258209184127112 0.00036939405818039284 -0.0072021365221745289 -0.017982196276398778 0.0069273467657082269 -0.0058179548246001869 -0.0015103901021270758 -0.0018590456254918614 0.03044350516148921 0.0030506715912803715 -0.024283760375731777 0.021862968413937773 0.0033844339440041028 0.012114949869146872 -0.0018034255335523204 0.0035672551549371847 -0.0061152722851842509 leaf_weight=20044.707047022879 641.80979169905186 46.902641609311104 140.77397386729717 563.20212210714817 16.678821742534637 53.160039708018303 294419.68949736736 111.48774199187756 119.91686525940895 548.21430841088295 53.952897071838379 190.84951541572809 46.302486911416054 16.790738388895988 396.64789739251137 142.25555802881718 88.435946419835091 70.042986378073692 142.6391176879406 236.71471650153399 1736.2688460722566 12.271607518196104 943.72562435269356 13.662002637982367 59.270116627216339 138.757827475667 58.568516716361046 1129.3604479134083 599.31646609306335 779.92996640503407 leaf_count=84179 2622 190 645 2407 109 245 1285739 480 541 2413 227 817 193 74 1750 571 358 281 575 1059 8610 56 3890 78 264 645 244 5594 2619 4093 internal_value=1.2459e-05 -0.000290305 -0.00423799 -0.00706631 -0.00482778 3.98135e-05 2.87857e-05 -0.00296179 -0.00402611 0.00274048 0.00179219 0.00373908 0.0130719 0.00574989 -0.00271801 -0.00518434 -0.0066749 -0.00254044 -0.0104734 -0.00012802 -0.00120417 0.00314696 0.000116253 0.00239993 0.00677251 0.000904422 -0.00166995 -0.00309811 -0.000466645 -0.00356478 internal_weight=323562 26811.2 1058.66 720.655 579.881 296751 295544 1124.59 1013.1 1206.81 338.008 291.105 100.255 565.005 893.182 496.534 443.374 212.299 231.075 25752.6 4764.12 460.676 20988.4 448.405 211.69 152.42 4303.44 1967.86 2335.59 1909.29 internal_count=1411568 115919 4588 3161 2516 1295649 1290540 4801 4321 5109 1427 1237 420 2487 3780 2030 1785 852 933 111331 23262 2102 88069 2046 987 723 21160 9931 11229 9687 is_linear=0 shrinkage=0.03 Tree=726 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 2 2 3 0 1 3 3 0 3 1 1 0 0 0 1 0 2 0 0 2 3 2 2 2 3 split_gain=2.80233 17.9734 18.9012 15.6639 11.3706 9.23314 10.5614 12.107 13.576 10.0381 8.31397 13.9346 8.89259 7.40602 7.11523 9.62475 7.28936 9.79458 8.48885 7.0834 10.0944 9.767 22.6749 10.5176 8.89542 7.75004 14.6029 13.7131 9.01403 20.8381 threshold=215.8664245605469 210.22515869140628 1.247500002384186 1.469500005245209 7.5000000000000009 219.02408599853518 224.80538177490237 1.9854999780654909 58.500000000000007 1.0000000180025095e-35 1.1054999828338625 1.1980000138282778 52.500000000000007 1.2994999885559084 1.0000000180025095e-35 -4.4999999999999991 39.500000000000007 38.500000000000007 41.500000000000007 1.5000000000000002 38.500000000000007 149.35324859619143 31.500000000000004 20.500000000000004 207.08887481689456 1.1980000138282778 67.829120635986342 184.1896667480469 186.24382019042972 1.3535000085830691 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 10 -4 -5 9 7 8 14 -2 -3 12 -12 -11 15 -7 17 -17 -18 24 21 -21 23 -23 -1 27 -27 -22 -28 -30 right_child=5 2 3 4 -6 6 -8 -9 -10 13 11 -13 -14 -15 -16 16 18 -19 -20 20 25 22 -24 -25 -26 26 28 -29 29 -31 leaf_value=-2.1245891523812996e-05 8.8461589335742959e-05 -0.0099826561439588721 -0.015857612062417866 -0.0054127248696720512 0.01956924675613805 0.0070469589270068626 3.9002505551149863e-05 0.0065082233531869663 -0.013404363184260866 0.010966846467976098 0.0044105448784433968 -0.001128682857429327 0.02233791646003468 0.003386863325698861 0.00035828285576178047 -0.0069839114878238479 -0.017477932717158955 0.0067213904704252897 -0.0056413795375076705 -0.0010750144687096644 -0.001804563302689735 -0.023862529092599706 0.022733586756534752 0.0038726406220381594 0.0029591218647241082 0.011734723535471395 -0.0017505807030401231 0.0034577156341313534 -0.021773546249501993 -0.0044244504818500121 leaf_weight=20044.700565069914 641.80594895780087 46.902601763606071 140.25893072038889 562.77852928638458 16.889471590518951 53.034051313996315 294419.33545468678 111.49199016392231 119.49265959858894 162.93012657761574 53.938319191336632 190.84139737486839 46.258953914046288 402.83046635985374 396.67996987700462 142.29892128705978 88.260505378246307 70.023858368396759 142.68983179330826 243.61925500631332 1735.0473611950874 13.488718703389166 63.631321430206299 140.26914365589619 943.73484840989113 58.650968864560127 1128.5611070990562 599.74691017717123 68.30686479061842 709.53632092475891 leaf_count=84179 2622 190 645 2407 109 245 1285739 480 541 671 227 817 193 1816 1750 571 358 281 575 1089 8610 78 284 651 3890 244 5594 2619 427 3666 internal_value=1.20825e-05 -0.000281666 -0.00411413 -0.00686156 -0.00468484 3.86184e-05 2.79218e-05 -0.00287461 -0.00390783 0.00265653 0.00173881 0.00362779 0.0126872 0.00556978 -0.00263707 -0.00503115 -0.0064762 -0.00246392 -0.0101649 -0.000124215 -0.00116895 0.00304986 0.00767244 0.00143952 0.000112765 -0.00162127 -0.00300957 -0.000452823 -0.00346318 -0.00594797 internal_weight=323558 26807.2 1057.87 719.927 579.668 296751 295543 1123.97 1012.48 1207.57 337.941 291.039 100.197 565.761 892.987 496.307 443.273 212.323 230.95 25749.3 4760.86 461.008 217.389 153.758 20988.4 4299.85 1965.06 2334.79 1906.4 777.843 internal_count=1411568 115919 4588 3161 2516 1295649 1290540 4801 4321 5109 1427 1237 420 2487 3780 2030 1785 852 933 111331 23262 2102 1013 729 88069 21160 9931 11229 9687 4093 is_linear=0 shrinkage=0.03 Tree=727 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 2 2 3 0 1 3 3 0 0 1 1 0 0 0 1 0 1 2 0 2 0 2 0 0 2 split_gain=2.63758 16.9266 17.8076 14.8448 10.6235 8.68336 9.94334 11.3963 12.846 9.43133 7.82373 13.1217 8.38389 7.19363 6.69971 9.06159 6.86843 9.21482 8.03038 6.67083 9.49808 9.62194 8.36966 7.58958 9.23758 8.48967 8.98611 7.512 7.73941 8.49966 threshold=215.8664245605469 210.22515869140628 1.247500002384186 1.469500005245209 7.5000000000000009 219.02408599853518 224.80538177490237 1.9854999780654909 58.500000000000007 1.0000000180025095e-35 1.1054999828338625 1.1980000138282778 52.500000000000007 61.500000000000007 1.0000000180025095e-35 -4.4999999999999991 39.500000000000007 38.500000000000007 41.500000000000007 1.5000000000000002 38.500000000000007 13.500000000000002 207.08887481689456 40.500000000000007 112.33882141113283 58.500000000000007 199.21649169921878 65.500000000000014 52.500000000000007 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 10 -4 -5 9 7 8 14 -2 -3 12 -12 -11 15 -7 17 -17 -18 22 21 -21 -1 -22 27 26 -26 28 29 -25 right_child=5 2 3 4 -6 6 -8 -9 -10 13 11 -13 -14 -15 -16 16 18 -19 -20 20 23 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-2.0608557557720692e-05 8.5808208109574498e-05 -0.0096836645632793136 -0.015439332287118026 -0.0052543065855921852 0.018754176411308526 0.0068517311157444902 3.7832479227555079e-05 0.0063128498217103713 -0.013048853099464183 0.0059876277319980496 0.0042794067300699172 -0.0010948687074284736 0.021692903498156082 -0.013977728989273831 0.00034750711444614369 -0.0067725287666367071 -0.016989478782135456 0.006521652070988644 -0.0054703112621123711 0.0022360428871482851 -0.0074261760924498217 0.029040305444741801 0.0028703321885130998 0.0029038921560421821 -0.001868311321402693 -0.0062841151381984031 0.0032143864565798742 0.01639119564924742 -0.0031655815597288087 0.019329453038404467 leaf_weight=20044.694268062711 641.80220195651054 46.900266453623772 139.74492484331131 562.36043970286846 17.091631814837456 52.910705864429474 294418.99197532458 111.49419502913952 119.0721981972456 549.55408543348312 53.92370568215847 190.83341960608959 46.206166908144951 16.736521750688553 396.71105460822582 142.33747871220112 88.07687920331955 70.003710061311722 142.73674884438515 448.97930066287518 190.60146883875132 12.385564699769018 943.7399425059557 203.80558101832867 2968.7622835636139 343.8997490927577 349.96257787197828 33.757901273667812 172.51175907254219 32.935230597853661 leaf_count=84179 2622 190 645 2407 109 245 1285739 480 541 2413 227 817 193 74 1750 571 358 281 575 2046 943 56 3890 887 14785 1764 1660 150 825 146 internal_value=1.17171e-05 -0.000273289 -0.00399394 -0.00666277 -0.00454615 3.74594e-05 2.70839e-05 -0.00279003 -0.00379306 0.00257568 0.00168708 0.00351993 0.0123151 0.00539756 -0.00255859 -0.00488264 -0.00628367 -0.00238976 -0.00986595 -0.000120529 -0.0011348 0.00295562 0.000109382 -0.00157406 -0.00130238 -0.00179728 -0.00133234 0.00278928 0.00166731 0.00518901 internal_weight=323554 26803.1 1057.06 719.197 579.452 296750 295542 1123.34 1011.85 1208.09 337.864 290.963 100.13 566.291 892.777 496.066 443.155 212.341 230.814 25746 4757.6 461.365 20988.4 4296.24 4105.64 3662.62 3318.72 443.01 409.253 236.741 internal_count=1411568 115919 4588 3161 2516 1295649 1290540 4801 4321 5109 1427 1237 420 2487 3780 2030 1785 852 933 111331 23262 2102 88069 21160 20217 18209 16445 2008 1858 1033 is_linear=0 shrinkage=0.03 Tree=728 num_leaves=31 num_cat=0 split_feature=2 0 0 2 3 1 2 1 3 2 2 0 2 1 2 2 1 1 1 2 2 0 2 0 0 1 1 0 0 2 split_gain=2.50764 9.49188 15.3379 21.1246 10.564 10.6259 20.1807 19.1153 15.8325 13.8013 9.20609 7.55025 9.55196 16.7218 15.6138 11.7117 9.47615 9.2139 8.02459 7.80383 11.6539 7.69183 26.6127 28.321 29.9497 21.5856 16.3416 16.016 11.6889 28.0693 threshold=409.80384826660162 12.500000000000002 11.500000000000002 342.01971435546881 2.9229999780654912 1.0000000180025095e-35 215.8664245605469 5.5000000000000009 5.9049999713897714 389.27586364746099 184.1896667480469 68.500000000000014 302.06753540039068 -1.4999999999999998 352.49255371093756 151.73783874511722 -3.4999999999999996 1.0000000180025095e-35 2.5000000000000004 156.82556152343753 142.00050354003909 51.500000000000007 302.06753540039068 55.500000000000007 66.500000000000014 1.0000000180025095e-35 3.5000000000000004 52.500000000000007 60.500000000000007 215.8664245605469 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 11 10 8 9 -7 -8 -6 21 13 19 16 -15 -14 -17 -16 20 -13 -3 28 25 -25 27 -26 -24 29 -23 right_child=-2 4 -4 -5 5 6 7 -9 -10 -11 -12 12 14 15 18 17 -18 -19 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31 leaf_value=0.003925503757881468 5.0041860952154781e-05 -0.00040925500657696317 -0.030175620182574341 -0.023897672888014917 0.0083233827314875101 -0.0037765731297078114 0.0025925816123133637 0.022588243060854149 -0.027590030824075445 -0.0077149213406409994 0.0021895655993916432 -0.018064503507315182 0.013781172585823632 -0.0010048434667152052 0.00070674328344916282 0.018337482893393316 -0.0075441216431421289 0.0043504980696760787 -0.010669913257828064 -0.021548890766147105 0.017052832934528608 -0.00028889375273806993 0.030638646829720409 0.0078792859280977252 -0.0035856303656008714 -0.017999439476790634 0.021918005242335781 -0.0035978642917232134 -0.0014938869742881292 0.0040538995817624946 leaf_weight=90.872498542070389 266411.99726784683 37864.81707098335 23.17182756960392 33.65509045869112 257.84667679667473 533.78836209326982 951.72300517559052 39.439155504107475 26.368718303740025 133.28353829681873 1509.1036356911063 18.067704007029533 19.349194765090942 191.94438700377941 616.32680739462376 68.202472120523453 609.23875263333321 111.98670160770416 61.355125293135643 36.043978631496429 16.069087713956833 7048.8527292311192 16.148806050419807 1079.7371167689562 352.20880749821663 87.371952757239342 24.162944987416267 51.564222946763039 3611.3300012499094 1653.737564638257 leaf_count=533 1166623 161385 124 173 1273 2454 4069 182 183 578 6898 75 82 844 2569 277 2628 509 303 147 66 30375 65 4496 1466 388 118 210 15647 6828 internal_value=1.13635e-05 -0.000168979 -0.0077643 -0.00359405 -0.000149295 0.00145936 -0.000245397 0.00207214 -0.00489756 0.0013264 0.00308466 -0.000253002 -0.00219187 0.00161857 -0.00348212 0.0041517 -0.00688769 0.00964464 -0.000323262 -0.0118133 -0.00153385 -0.00018754 0.000415342 0.00404103 0.00533907 -0.00814643 -0.00194831 0.00456716 -5.90553e-05 0.000536359 internal_weight=323550 57137.8 147.699 124.528 56990.1 3451.55 1684.6 1124.45 560.157 1085.01 1766.95 53538.5 1748.58 442.314 1306.27 372.134 628.588 180.189 677.682 70.1808 34.1368 51789.9 13925.1 1611.19 1456.11 155.085 376.372 67.713 12313.9 8702.59 internal_count=1411568 244945 830 706 244115 15637 7466 4829 2637 4647 8171 228478 7500 1918 5582 1630 2710 786 2872 288 141 220978 59593 6743 6080 663 1584 275 52850 37203 is_linear=0 shrinkage=0.03 Tree=729 num_leaves=31 num_cat=0 split_feature=2 0 0 2 3 1 2 1 3 2 2 0 0 2 1 2 2 1 1 1 2 2 0 2 0 0 1 1 0 0 split_gain=2.35987 8.9531 14.6117 19.9441 9.94393 10.0121 19.0134 18.0576 15.2406 13.5225 8.70632 7.32147 7.10914 8.99687 15.7203 14.7196 11.0177 8.93342 8.71763 7.58433 7.31468 10.9631 7.23724 25.0355 26.6663 28.168 20.4368 15.2656 15.0875 11.0002 threshold=409.80384826660162 12.500000000000002 11.500000000000002 342.01971435546881 2.9229999780654912 1.0000000180025095e-35 215.8664245605469 4.5000000000000009 5.9049999713897714 389.27586364746099 184.1896667480469 10.500000000000002 68.500000000000014 302.06753540039068 -1.4999999999999998 352.49255371093756 151.73783874511722 -3.4999999999999996 1.0000000180025095e-35 2.5000000000000004 156.82556152343753 142.00050354003909 51.500000000000007 302.06753540039068 55.500000000000007 66.500000000000014 1.0000000180025095e-35 3.5000000000000004 52.500000000000007 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 12 10 8 9 -7 -8 -6 -1 22 14 20 17 -16 -15 -18 -17 21 -14 -3 29 26 -26 28 -27 -25 -24 right_child=-2 4 -4 -5 5 6 7 -9 -10 -11 -12 -13 13 15 16 19 18 -19 -20 -21 -22 -23 23 24 25 27 -28 -29 -30 -31 leaf_value=0.0083244570881933506 4.8540676000851833e-05 -0.0003969880359432883 -0.029532638521979033 -0.023260008009216199 0.0080981372798702815 -0.0036676126201921518 0.0023534070707886719 0.017603913929515488 -0.027218304196488505 -0.0079350595784824767 0.0021252650609575909 -0.012247055172265276 -0.01748037839948708 0.013409323035544127 -0.00097487992438283319 0.00068549726243044107 0.017823970490513465 -0.0073274158423877562 0.0042139386566467218 -0.010397379319606638 -0.020853597725663135 0.016584277779841804 0.00052030457291193477 0.029753511135536564 0.0076396290534686325 -0.0034789333222534839 -0.017552798899438955 0.02106783620324049 -0.0034886183185622293 -0.0014493861291482862 leaf_weight=70.918859772384167 266411.47371129168 37863.806214567274 22.969129800796509 33.542131200432777 257.07980289310217 533.16674567013979 930.75901105999947 63.076645642518997 25.933596231043339 131.17706637084484 1508.1341660395265 19.951088294386864 18.110639110207558 19.290095135569572 191.90920715034008 616.36576801538467 68.064477518200874 608.45114310085773 112.14489378035069 61.078705862164497 36.127062544226646 16.028022974729538 8702.0232269018888 16.130601555109024 1080.193309545517 352.1219235509634 86.914338529109955 24.3804711997509 51.583286687731743 3610.5550003200769 leaf_count=439 1166623 161385 124 173 1273 2454 3973 287 183 569 6898 94 75 82 844 2569 277 2628 509 303 147 66 37203 65 4496 1466 388 118 210 15647 internal_value=1.10207e-05 -0.000163938 -0.00754852 -0.00348978 -0.000144839 0.00141642 -0.000238324 0.00200882 -0.00476 0.00108251 0.00299513 0.00380785 -0.000245432 -0.00212737 0.00156994 -0.00338055 0.00402738 -0.00669019 0.0093544 -0.00031374 -0.0114444 -0.0014871 -0.000181926 0.000402899 0.00391933 0.00517672 -0.00792612 -0.0018894 0.00443022 -5.72899e-05 internal_weight=323543 57132 147.381 124.412 56984.6 3449.33 1684.11 1125.01 559.1 1061.94 1765.21 90.8699 53535.3 1747.57 442.384 1305.19 372.119 627.741 180.209 677.444 70.2657 34.1387 51787.7 13923.9 1611.32 1456.7 154.628 376.502 67.7139 12312.6 internal_count=1411568 244945 830 706 244115 15637 7466 4829 2637 4542 8171 533 228478 7500 1918 5582 1630 2710 786 2872 288 141 220978 59593 6743 6080 663 1584 275 52850 is_linear=0 shrinkage=0.03 Tree=730 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 1 2 1 0 0 2 0 0 0 2 2 2 3 0 0 1 3 0 2 1 0 0 0 split_gain=4.70744 13.1639 11.1682 21.6383 28.7563 14.4547 14.0149 18.4209 14.807 11.5348 10.7313 11.4119 10.5282 26.895 23.5482 25.2342 14.6933 11.1862 9.09358 17.3624 10.4267 8.96407 16.4846 15.8835 14.0691 35.0282 13.2115 19.05 24.1856 23.326 threshold=1526.1497802734377 -3.4999999999999996 1164.8808593750002 52.500000000000007 9.5000000000000018 1443.1333007812502 71.500000000000014 1.0000000180025095e-35 1289.946716308594 3.5000000000000004 55.500000000000007 63.500000000000007 1395.3037719726565 60.500000000000007 60.500000000000007 63.500000000000007 1248.5628051757815 1338.8272094726565 1099.1130981445315 5.9049999713897714 44.500000000000007 47.500000000000007 2.5000000000000004 1.0205000042915346 43.500000000000007 1209.7733154296877 2.5000000000000004 36.500000000000007 21.500000000000004 18.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 -3 4 5 -4 9 -8 -9 12 -11 -12 14 -14 17 -16 -17 -5 19 20 -1 24 23 -23 26 -26 27 28 29 -6 right_child=-2 2 3 6 21 -7 7 8 -10 10 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0021823360921640498 -6.9882782479114875e-05 0.00016664269297405671 -0.0040263701780264231 -0.018642568671530812 0.0036292498086674505 0.0086754311206096429 0.0072337922802295663 0.003368683572982882 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297.51561863720417 368.94962976872921 1143.7991484254599 1246.6118543148041 172.0837803632021 leaf_count=15291 943977 406704 3678 766 6733 415 1103 796 958 67 147 101 393 511 282 167 466 212 2514 1191 9811 212 113 675 663 1266 1673 4834 5129 726 internal_value=1.14953e-05 0.00017239 0.00025425 0.00137476 0.00215389 -0.00277233 -0.00199156 0.00120936 -0.00299799 -0.00481526 0.0070749 0.000753968 -0.00599282 -0.000581167 -0.00858817 -0.00155386 -0.0083668 -0.0151958 -0.00115923 -0.000817352 -0.00114256 0.00302521 0.00873782 0.00594638 0.00274956 -0.00228581 0.00326407 0.00375736 0.00247245 0.00482716 internal_weight=323577 108688 102393 7425.06 6029.53 906.188 1395.53 654.075 385.117 741.451 66.8135 52.3454 674.638 218.674 455.964 220.852 152.167 235.112 6294.49 5775.34 5558.09 5123.35 235.837 209.845 4887.51 453.101 4434.41 4065.46 2921.66 1675.05 internal_count=1411574 467597 438790 32086 26117 4093 5969 2857 1754 3112 315 248 2797 904 1893 915 633 978 28807 26293 25102 22024 1000 887 21024 1929 19095 17422 12588 7459 is_linear=0 shrinkage=0.03 Tree=731 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 1 2 1 0 0 2 0 0 0 2 2 2 3 0 1 0 2 0 1 3 0 2 1 split_gain=4.42925 12.3823 10.515 20.3725 27.0695 13.6088 13.1957 17.3494 13.9705 10.854 9.96522 10.7035 9.92359 25.3156 22.2118 23.748 13.8516 10.5687 8.53189 16.383 9.80169 8.93601 13.3045 8.74822 8.42658 15.3283 14.9552 13.2462 32.9809 12.5524 threshold=1526.1497802734377 -3.4999999999999996 1164.8808593750002 52.500000000000007 9.5000000000000018 1443.1333007812502 71.500000000000014 1.0000000180025095e-35 1289.946716308594 3.5000000000000004 55.500000000000007 63.500000000000007 1395.3037719726565 60.500000000000007 60.500000000000007 63.500000000000007 1248.5628051757815 1338.8272094726565 1099.1130981445315 5.9049999713897714 44.500000000000007 -17.499999999999996 20.500000000000004 736.05068969726574 47.500000000000007 2.5000000000000004 1.0205000042915346 43.500000000000007 1209.7733154296877 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 -3 4 5 -4 9 -8 -9 12 -11 -12 14 -14 17 -16 -17 -5 19 20 21 22 -1 -24 27 26 29 -6 -29 -26 right_child=-2 2 3 6 24 -7 7 8 -10 10 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.014061493151180084 -6.7786061021204235e-05 0.00016164149745620719 -0.0039056199970068637 -0.01812115125744727 0.003168011063283608 0.0084258927520116968 0.0070232516229733347 0.0032641259368771246 -0.0082036356414759374 0.02874481547586237 -0.010462555355844162 0.017165020728764208 0.010998046201207671 -0.0095799591177654717 0.013125703333338762 0.0069055953485557351 -0.013582304018497157 -0.002689994265908473 -0.0048040461862176838 0.00730460066193002 0.00046683851961400001 -0.0024597612094093111 0.0042362317920092334 0.021889409285978215 0.01687911910218513 0.030120073128395299 0.010147521400402886 -0.013416026671662371 0.0036333856420906656 -0.017995881650078076 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9.5000000000000018 1443.1333007812502 71.500000000000014 1.0000000180025095e-35 1289.946716308594 3.5000000000000004 1395.3037719726565 60.500000000000007 60.500000000000007 63.500000000000007 1248.5628051757815 1338.8272094726565 55.500000000000007 63.500000000000007 2602.8994140625005 28.166500091552738 1.8989999890327456 3.4465000629425053 57.500000000000007 2102.052612304688 5.9049999713897714 2385.3286132812505 12.393000125885012 2243.352905273438 25.500000000000004 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 9 -8 -9 10 12 -12 15 -14 -15 -5 -11 -18 19 20 22 27 -2 -23 -25 26 -26 28 -22 -30 right_child=18 2 3 6 -6 -7 7 8 -10 16 11 -13 13 14 -16 -17 17 -19 -20 -21 21 23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.0010899106218884272 -0.00036042257519303334 0.00015679042220359554 -0.0037885099931936547 -0.017615991805039578 0.002848490474654223 0.0081834305760733403 0.0068188219534508028 0.0031629346371696752 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341.70022346824408 616.4059707224369 781.01303493976593 601.5755335688591 1167.5544064715505 leaf_count=28807 58413 406704 3678 766 22024 415 1103 796 958 67 393 511 282 167 466 212 147 101 841924 316 1761 17160 4395 3362 1336 1569 3044 3264 2509 4924 internal_value=1.0816e-05 0.000162202 0.000239227 0.00129451 0.00202794 -0.00260916 -0.0018774 0.00113996 -0.00282708 -0.00453746 -0.00565012 -0.000547589 -0.00810059 -0.00146436 -0.0078915 -0.0143476 0.00662059 0.000706727 -6.57522e-05 -0.000586563 -0.000624626 -0.00175203 4.055e-05 5.53787e-05 0.00300944 -0.000147267 0.00272765 -0.00534461 -0.00367198 -0.00555254 internal_weight=323579 108688 102389 7418.85 6025.59 905.944 1393.26 652.79 384.319 740.473 673.331 218.454 454.877 220.568 151.808 234.309 67.1428 52.3864 214891 23988.1 23939.2 8883.12 15056 5909.88 2060.98 1259.11 917.412 2973.25 2192.23 1769.13 internal_count=1411574 467597 438790 32086 26117 4093 5969 2857 1754 3112 2797 904 1893 915 633 978 315 248 943977 102053 101737 38929 62808 26471 9311 5949 4380 12458 9194 7433 is_linear=0 shrinkage=0.03 Tree=733 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 2 0 2 0 0 2 1 2 0 1 0 0 0 1 1 0 0 0 0 2 2 2 2 2 split_gain=3.92104 10.9558 9.31483 18.0501 23.9725 12.0625 11.7246 15.0764 11.4627 17.4644 17.4426 13.3723 12.8809 11.719 9.5595 10.4496 9.16887 8.8784 12.7563 9.17327 8.43844 8.3713 8.00728 9.52028 8.95496 8.95252 14.2727 9.2675 10.3479 8.00198 threshold=1526.1497802734377 -3.4999999999999996 1164.8808593750002 52.500000000000007 9.5000000000000018 1443.1333007812502 1209.7733154296877 61.500000000000007 1395.3037719726565 60.500000000000007 57.500000000000007 1289.946716308594 1.0000000180025095e-35 1338.8272094726565 73.500000000000014 1.0000000180025095e-35 87.500000000000014 64.500000000000014 69.500000000000014 1.0000000180025095e-35 1.5000000000000002 70.500000000000014 88.500000000000014 92.500000000000014 80.500000000000014 1023.0205383300782 1099.1130981445315 1006.7319946289064 971.01849365234386 1099.1130981445315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 29 22 4 5 -4 7 -5 9 13 12 17 -10 -8 21 -16 -13 -11 19 -19 -9 -12 24 -24 -3 27 -27 28 -26 -1 right_child=-2 2 3 6 -6 -7 8 20 10 11 14 16 -14 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00073572970287379689 -6.3779658905837905e-05 0.00018114431945339028 -0.0036749269700616814 -0.0087662551708097645 0.0027634324097183167 0.0079478398123136781 -0.017136327294974597 0.012030344623932442 -0.0018624484052865518 0.014765149971384174 -0.0045296795629722175 -0.0040046557060744413 0.024214025134302639 -0.0012251826004514767 0.010666597563166633 -0.0038221411007452739 -0.017149551661746011 -0.037311134638222637 0.0031665957360264862 -0.0040801595290003278 -0.0040974349394055599 -0.025363190496475212 0.0084969147066371337 -0.0099339914871923018 -0.0014301929284703757 -0.015253232557317122 0.0067305768671906321 0.0059030555159042082 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0.00263554 -4.27964e-05 -0.017798 0.00866466 -0.00676466 0.000152085 0.00596463 0.00013903 -0.00188054 -0.00933064 -0.00132181 -0.00196296 -0.00105684 internal_weight=323578 108689 102388 7416.81 6024.74 905.819 1392.07 236.56 1155.51 722.236 433.276 514.407 72.2072 207.829 361.069 179.817 268.447 245.961 201.473 30.8428 176.811 181.252 94971.5 212.824 94758.6 1935.64 135.038 1800.6 1653.83 6300.72 internal_count=1411574 467597 438790 32086 26117 4093 5969 1014 4955 3125 1830 2243 298 882 1532 769 1193 1050 865 130 762 763 406704 962 405742 8550 617 7933 7289 28807 is_linear=0 shrinkage=0.03 Tree=734 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 1 2 1 0 0 2 0 0 0 2 2 0 1 3 0 2 1 0 0 0 2 1 2 split_gain=3.68919 10.3055 8.76695 16.9898 22.5588 11.3564 11.1099 14.7352 11.6393 9.54835 8.659 9.47812 8.38338 21.5392 18.7071 20.5054 11.9992 8.95064 7.93367 14.2345 14.0929 12.4708 31.0447 12.4545 18.0167 22.8017 22.0489 14.8862 11.8617 9.31784 threshold=1526.1497802734377 -3.4999999999999996 1164.8808593750002 52.500000000000007 9.5000000000000018 1443.1333007812502 71.500000000000014 1.0000000180025095e-35 1289.946716308594 3.5000000000000004 55.500000000000007 63.500000000000007 1395.3037719726565 60.500000000000007 60.500000000000007 63.500000000000007 1248.5628051757815 1338.8272094726565 47.500000000000007 2.5000000000000004 1.0205000042915346 43.500000000000007 1209.7733154296877 2.5000000000000004 36.500000000000007 21.500000000000004 18.500000000000004 1395.3037719726565 1.0000000180025095e-35 1443.1333007812502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 9 -8 -9 12 -11 -12 14 -14 17 -16 -17 -5 21 20 28 23 -23 24 25 26 -6 -28 -20 -24 right_child=-2 2 3 6 18 -7 7 8 -10 10 11 -13 13 -15 15 16 -18 -19 19 -21 -22 22 29 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0010247552756192126 -6.1866089565431332e-05 0.00014752078970914584 -0.0035647646409880229 -0.016710714268419753 0.003261606814024925 0.0077189204932719907 0.0064841098714667443 0.0029270275007363192 -0.0075523254151530494 0.0267070785869306 -0.0098872444772480465 0.016071549150339221 0.010110017896741708 -0.008874022576544403 0.01216556552030615 0.0063923980832879734 -0.012681760899134871 -0.0024960185698029175 0.016301424767354428 0.028827207076506444 0.0096835651247804706 -0.013188008337306613 0.0055313370423323953 -0.0023651469458907896 0.0065833088522064464 -0.00093421385188978249 0.017930197888600199 -0.008946381104334147 -0.017690095608095178 -0.0095922361356734018 leaf_weight=6302.9794789478183 214890.2254758433 94971.616860099137 816.66475181281567 182.48310294747353 1500.9430026113987 89.026532217860222 267.96380077302456 178.12331822514534 205.37195375561714 14.859593957662581 30.870301321148872 21.458194345235825 95.929435148835182 122.44765090942383 68.789185211062431 40.509726852178574 111.06001625955105 51.012642204761505 12.493351608514784 26.372611820697784 161.3766910135746 155.39717057347298 254.80030009150505 369.71006000041962 1140.7105110883713 1246.5591853708029 150.37765485048294 21.156546920537949 35.475025787949562 42.827496364712715 leaf_count=28807 943977 406704 3678 766 6733 415 1103 796 958 67 147 101 393 511 282 167 466 212 54 113 675 663 1068 1673 4834 5129 638 88 158 198 internal_value=1.01752e-05 0.000152608 0.000225088 0.0012186 0.00190864 -0.00245561 -0.00176995 0.00108655 -0.00268495 -0.00428664 0.0064967 0.000757603 -0.00536441 -0.000534648 -0.00768831 -0.0014187 -0.00758385 -0.0136052 0.00268091 0.00805647 0.00543984 0.00242139 -0.00231953 0.00290627 0.00338632 0.00213699 0.00442608 0.0146153 -0.00883701 0.00335511 internal_weight=323580 108689 102386 7414.77 6023.89 905.691 1390.88 651.459 383.495 739.42 67.1881 52.3285 672.232 218.377 453.855 220.359 151.57 233.496 5118.2 235.718 209.345 4882.48 453.025 4429.46 4059.75 2919.04 1672.48 171.534 47.9684 297.628 internal_count=1411574 467597 438790 32086 26117 4093 5969 2857 1754 3112 315 248 2797 904 1893 915 633 978 22024 1000 887 21024 1929 19095 17422 12588 7459 726 212 1266 is_linear=0 shrinkage=0.03 Tree=735 num_leaves=31 num_cat=0 split_feature=3 2 2 0 1 2 3 0 1 0 0 1 1 0 2 0 0 2 1 2 2 0 2 0 2 0 0 2 2 0 split_gain=2.55959 17.6575 24.1153 40.3601 23.9623 21.1317 63.2537 34.4853 25.1766 32.5433 23.1701 20.1325 26.6009 15.9644 15.2279 21.8152 14.7884 28.5656 18.8563 17.1933 28.7622 14.5121 29.5627 14.8243 21.4457 25.8704 16.0599 26.7316 26.3395 16.069 threshold=2.7749999761581425 6559.7421875000009 11873.722656250002 39.500000000000007 1.5000000000000002 3755.7348632812505 1.532000005245209 51.500000000000007 -4.4999999999999991 45.500000000000007 43.500000000000007 -7.4999999999999991 -1.4999999999999998 31.500000000000004 8430.8989257812518 37.500000000000007 67.500000000000014 1395.3037719726565 1.0000000180025095e-35 488.16123962402349 558.56738281250011 67.500000000000014 5579.1726074218759 63.500000000000007 4158.8854980468759 66.500000000000014 60.500000000000007 4605.4538574218759 5342.6640625000009 62.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 11 16 7 8 9 -7 -10 -3 13 -13 15 -14 -1 19 -19 -18 -21 23 -23 26 25 -25 -8 29 -29 -28 right_child=-2 2 -4 -5 -6 6 21 -9 10 -11 -12 12 14 -15 -16 -17 17 18 -20 20 -22 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=9.1970751891979913e-05 -0.00014417519338781991 -0.012852687141741946 -6.5422322203459224e-05 -0.00056737905831392478 -0.010100758929197012 -0.023471780205783301 0.0017186295716069163 0.0019334347824198671 0.0018389950826501428 0.0026992095714651497 -0.0042592198779824817 -0.0087285986684633998 0.0035023290202881967 0.0059362671271998057 -0.0061499321565456795 -0.0080646236484319157 -0.0013633276998311883 -0.010060539691151175 -0.0023562573035806329 0.020162990583096809 0.0016493135068302864 0.0022701315001181122 0.010450551795997656 -0.0088693359313379173 0.0013898193039279746 0.01607328630239405 0.013546308443069645 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0.00357521 -0.00423051 -0.000495206 2.708e-05 -0.00163255 -0.00570236 -0.000274154 0.00380058 0.00200597 0.00431044 0.00164181 -0.00136165 -0.00662648 0.00197234 0.00667789 -0.0101589 0.00898492 internal_weight=323549 180611 36518.1 10753.8 3174.32 144093 20506.7 4943.44 3457.88 187.214 3270.66 2592.85 2406.15 494.594 1911.56 648.853 123587 4650.36 1163.74 3486.62 735.401 15563.3 2123.8 13439.5 1332.4 457.323 12107.1 619.38 74.6417 544.738 internal_count=1411374 772793 151537 45225 13286 621256 86263 22091 15870 772 15098 10645 9859 2022 7837 2662 534993 19894 5076 14818 3069 64172 8683 55489 5440 1868 50049 2531 303 2228 is_linear=0 shrinkage=0.03 Tree=736 num_leaves=31 num_cat=0 split_feature=3 2 2 0 1 2 3 0 1 0 0 1 1 2 0 0 2 1 2 2 2 0 2 0 2 0 0 0 2 2 split_gain=2.40825 16.6155 22.6991 38.0227 22.6825 19.8898 59.5336 32.4723 23.6902 30.6271 21.8294 18.8687 20.6401 14.3439 20.5508 13.9164 26.8883 17.7178 16.1752 27.0264 13.6998 13.6687 27.8829 13.951 20.1655 24.3456 15.2003 15.1286 25.1663 24.726 threshold=2.7749999761581425 6559.7421875000009 11873.722656250002 39.500000000000007 1.5000000000000002 3755.7348632812505 1.532000005245209 51.500000000000007 -4.4999999999999991 45.500000000000007 43.500000000000007 -8.4999999999999982 -1.4999999999999998 8430.8989257812518 37.500000000000007 67.500000000000014 1395.3037719726565 1.0000000180025095e-35 488.16123962402349 558.56738281250011 5579.1726074218759 67.500000000000014 5579.1726074218759 63.500000000000007 4158.8854980468759 66.500000000000014 65.500000000000014 60.500000000000007 4605.4538574218759 5342.6640625000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 11 15 7 8 9 20 -10 -3 -13 14 -14 -1 18 -18 -17 -20 -7 23 -23 27 25 -25 -26 -8 -29 -30 right_child=-2 2 -4 -5 -6 6 21 -9 10 -11 -12 12 13 -15 -16 16 17 -19 19 -21 -22 22 -24 24 26 -27 -28 28 29 -31 leaf_value=8.9211412361805045e-05 -0.00013984855550562463 -0.013852768169736749 -6.3459599058918929e-05 -0.00055038443427299409 -0.0098264438708803737 -0.031620505090890962 0.0016673552315469194 0.0018752518581487572 0.0017834330680430517 0.0026193287449037947 -0.0041359202692110948 0.0025424816155247528 0.0033964887655289328 -0.0059702946231960001 -0.007835960878152172 -0.0013226475492457207 -0.0097561428934537786 -0.0022873665257880601 0.019537660374537524 0.001599629046296162 -0.011262743518522467 0.0022025303081895592 0.010151563258855035 -0.0085960312200038715 0.006311588015861353 0.015618600059293053 -0.0018019257719978491 0.0087234126063855839 -0.029959584911085264 0.0049653891839850726 leaf_weight=118936.47100830544 142939.19305794057 143.05982910096645 25764.308296903968 7579.0908258035779 579.80388077348471 68.46389140188694 11485.780140757561 1485.7013161480427 718.80691219121218 66.074946790933609 2549.2922931164503 538.68967801332474 424.70417228341103 1261.6950228661299 223.86905597150326 2750.7731402218342 505.56280407309532 657.79791272431612 85.540442645549774 650.03019650280476 52.613899618387222 1593.7408230751753 528.95908673107624 416.54492735862732 339.7181002497673 41.051352098584175 535.23395629227161 544.24566543102264 31.679374992847443 43.018700525164604 leaf_count=515099 638581 600 106312 31939 2641 280 47518 6221 3014 279 12084 2208 1725 5175 937 11749 2034 3042 352 2717 213 6501 2182 1700 1393 168 2179 2228 128 175 internal_value=-4.78475e-05 2.49675e-05 -0.000546632 -0.00170454 -0.00446242 0.000169825 0.00103524 -0.00183366 -0.00342843 -0.0138089 -0.00283398 -0.00326255 -0.0026439 -0.00410645 -0.000480634 2.62674e-05 -0.0015838 -0.00553308 -0.000265962 0.00368567 -0.0227741 0.00194623 0.00418336 0.00159283 -0.0013206 -0.00642372 0.00134831 0.00191356 0.00648231 -0.00984626 internal_weight=323542 180602 36515.2 10750.9 3171.82 144087 20500.9 4940.95 3455.25 187.153 3268.1 2592.02 2448.96 1910.27 648.573 123586 4649.7 1163.36 3486.34 735.571 121.078 15560 2122.7 13437.3 1332.55 457.596 874.952 12104.7 618.944 74.6981 internal_count=1411374 772793 151537 45225 13286 621256 86263 22091 15870 772 15098 10645 10045 7837 2662 534993 19894 5076 14818 3069 493 64172 8683 55489 5440 1868 3572 50049 2531 303 is_linear=0 shrinkage=0.03 Tree=737 num_leaves=31 num_cat=0 split_feature=3 2 2 0 1 2 3 2 2 3 1 2 1 2 0 0 2 0 2 3 2 0 0 0 2 0 3 1 3 3 split_gain=2.26586 15.6351 21.3667 35.8246 21.4668 18.7619 32.875 45.7853 21.164 22.0132 18.7085 18.2522 41.314 20.6014 25.5799 24.8641 28.7897 40.0087 34.0371 27.7348 27.0882 19.256 18.9686 22.2534 18.7974 38.494 33.8347 20.7114 43.8292 21.0401 threshold=2.7749999761581425 6559.7421875000009 11873.722656250002 39.500000000000007 1.5000000000000002 2643.0056152343755 1.8989999890327456 4805.4782714843759 5454.4433593750009 2.1755000352859502 1.0000000180025095e-35 4076.2145996093755 1.0000000180025095e-35 3527.054809570313 62.500000000000007 57.500000000000007 3383.5720214843755 60.500000000000007 3267.230346679688 1.0619999766349795 3325.9851074218755 60.500000000000007 50.500000000000007 37.500000000000007 3755.7348632812505 56.500000000000007 1.5979999899864199 1.0000000180025095e-35 1.0205000042915346 1.1510000228881838 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 10 7 11 -8 -10 -1 13 22 15 24 19 17 18 -17 -7 -19 -18 23 -13 26 -26 27 28 -15 -30 right_child=-2 2 -4 -5 -6 6 8 -9 9 -11 -12 12 -14 14 -16 16 21 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0005279172793882605 -0.00013565179762410682 -0.0031659909155123218 -6.1555750666313075e-05 -0.00053389815773731072 -0.0095592221548344587 -0.0086838278194044608 0.0012506314358851612 -0.0031566390673356559 -0.010347510631812927 0.0046529795462642446 0.00034095339330171705 0.0013696624242832572 0.0060986601029312491 0.0075726121376932676 -0.0050868163174405288 -0.008036172824726592 0.010560430040050646 0.0040940244614087956 0.0028413335108827134 0.0020836748272427515 -0.013709117274884395 -0.00098054476317269352 0.0044207635482348944 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15.2806 15.2789 13.509 13.0441 19.2156 22.1157 12.9828 12.5748 11.6235 19.2433 16.499 14.7223 12.6847 10.8895 11.7351 11.4163 10.7864 threshold=28.500000000000004 5975.3146972656259 45.500000000000007 8998.0522460937518 -1.4999999999999998 -4.4999999999999991 43.500000000000007 3755.7348632812505 1.469500005245209 51.500000000000007 -2.4999999999999996 48.500000000000007 -10.499999999999998 5579.1726074218759 73.500000000000014 -21.499999999999996 6.5000000000000009 37.500000000000007 6409.8125000000009 6704.7329101562509 43.500000000000007 6559.7421875000009 43.500000000000007 8055.6518554687509 1.0000000180025095e-35 41.500000000000007 4706.8647460937509 5342.6640625000009 86.500000000000014 8055.6518554687509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 3 4 5 6 12 -2 9 10 11 13 19 -9 -10 -4 17 18 -6 -3 -12 24 -23 -24 25 -19 -16 28 -28 -14 right_child=1 2 15 -5 16 -7 -8 8 14 -11 20 -13 29 -15 26 -17 -18 21 -20 -21 -22 22 23 -25 -26 -27 27 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41.003959059715271 359.76762664318085 27981.412054073531 162.18305339664221 86.225080847740173 571.09870015084743 33.732222855091095 2056.5158095657825 912.57969191670418 167.11671221256256 96.710987582802773 130.47448679804802 85.086001694202423 274.54938790202141 405.3474495485425 53.660229712724686 42.124533951282501 leaf_count=595815 544451 76 342 65376 307 1650 63 738 52589 4880 1616 264 482 165 1525 118159 975 360 2343 143 9809 3920 785 406 588 361 1120 1666 226 174 internal_value=-4.50215e-05 2.00109e-05 -0.000352378 -0.00109899 -0.00501376 0.000693632 -0.00701202 0.000141089 0.00106856 -0.00167122 -0.00345723 -0.0114795 -0.00950911 -0.0152628 0.00184032 0.000150824 -0.00658941 -0.00596358 -0.00165187 0.0052919 -0.00252577 -0.00785089 -0.00919828 -0.00206224 -0.00259854 0.00318415 -0.00156327 0.00053347 0.00475029 -0.0142623 internal_weight=323524 191145 46899.6 18882.7 2918.9 631.489 225.969 144245 17751.6 3901.43 2733.61 284.377 210.493 223.132 13850.2 28016.9 2287.41 2125.22 647.03 51.1665 2449.23 1478.19 1176.41 263.828 301.786 171.311 1093.32 733.557 328.21 159.327 internal_count=1411374 815559 196510 78009 12633 2588 938 619049 74598 17472 12592 1167 875 903 57126 118501 10045 9070 2650 219 11425 6420 5111 1191 1309 721 4537 3012 1346 656 is_linear=0 shrinkage=0.03 Tree=739 num_leaves=31 num_cat=0 split_feature=0 2 0 2 1 1 0 2 3 0 1 0 1 0 2 1 1 0 2 0 2 0 2 0 2 1 0 1 2 1 split_gain=2.06528 9.01138 18.4279 55.4366 27.533 21.8432 20.0445 18.2093 39.2508 30.4713 21.3399 15.4915 15.4758 14.3794 14.3693 12.8945 12.5145 19.6338 19.4673 13.7324 12.2874 11.8427 11.7327 16.543 16.9615 13.2785 11.9132 10.7341 10.6605 24.1804 threshold=28.500000000000004 5975.3146972656259 45.500000000000007 8998.0522460937518 -1.4999999999999998 -4.4999999999999991 43.500000000000007 3755.7348632812505 1.469500005245209 51.500000000000007 -2.4999999999999996 48.500000000000007 -10.499999999999998 73.500000000000014 5579.1726074218759 -21.499999999999996 5.5000000000000009 37.500000000000007 6409.8125000000009 41.500000000000007 6704.7329101562509 43.500000000000007 6559.7421875000009 43.500000000000007 8055.6518554687509 1.0000000180025095e-35 41.500000000000007 11.500000000000002 5216.6582031250009 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 3 4 5 6 12 -2 9 10 11 14 20 -10 -9 -4 17 18 -6 -18 -3 28 25 -24 -25 26 -19 -11 29 -12 right_child=1 2 15 -5 16 -7 -8 8 13 27 21 -13 -14 -15 -16 -17 19 22 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00013475371573645493 1.0603713461406233e-05 0.025673024637751903 0.018348134374144565 -0.00037171479452055307 -0.015756371660580276 0.0048370086749145429 0.02616078296682571 -0.018411629823972587 0.0020685132352027827 0.0027430557178233675 -0.01199956684517778 0.0022360118070879277 -0.013832174691144578 -0.0015166392967080953 0.0012444274744039762 0.00012355053279520888 -0.019891996906911447 0.010930402497170526 0.00054075342741669366 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internal_value=-4.36744e-05 1.94076e-05 -0.000341863 -0.00106635 -0.00487115 0.000672874 -0.00680285 0.00013686 0.00103676 -0.00162178 -0.00335566 -0.0111338 -0.00922524 0.00178549 -0.0148004 0.000146308 -0.00640479 -0.00574401 -0.0013622 -0.0138713 0.00514034 -0.00245181 -0.00766682 -0.00903549 -0.002308 -0.00237392 0.00308681 0.00243398 0.00232099 -0.00258494 internal_weight=323516 191135 46893.9 18877.8 2914.39 631.511 225.922 144241 17747 3899.79 2731.88 284.409 210.456 13847.2 223.198 28016.1 2282.88 2097.27 639.637 185.608 51.1032 2447.47 1457.64 1158.16 256.196 299.481 171.399 1167.91 392.801 197.849 internal_count=1411374 815559 196510 78009 12633 2588 938 619049 74598 17472 12592 1167 875 57126 903 118501 10045 8947 2617 1098 219 11425 6330 5032 1152 1298 721 4880 1616 807 is_linear=0 shrinkage=0.03 Tree=740 num_leaves=31 num_cat=0 split_feature=1 1 2 2 1 3 1 1 2 2 2 2 2 2 0 1 2 2 2 2 0 2 2 2 2 2 1 1 3 1 split_gain=2.95793 4.87569 7.91374 4.64117 2.95676 1.65075 5.30282 8.8694 35.2957 16.6151 25.0579 16.1405 15.0061 11.6407 9.99555 10.1276 8.61918 10.8054 10.5836 8.46995 9.49277 8.2294 8.18364 8.98644 15.6376 9.68091 11.7216 8.13773 10.7254 26.9311 threshold=80.000000000000014 75.500000000000014 10603.448730468752 14106.575683593752 73.500000000000014 1.0619999766349795 7.5000000000000009 1.5000000000000002 2554.751831054688 3600.6882324218755 2871.6833496093755 4417.2790527343759 4605.4538574218759 2428.711791992188 50.500000000000007 2.5000000000000004 173.86003112792972 181.1947937011719 161.39817047119143 6704.7329101562509 49.500000000000007 7700.5261230468759 7882.7980957031259 10341.291015625002 14106.575683593752 9188.5839843750018 1.0000000180025095e-35 -2.4999999999999996 1.0205000042915346 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 5 6 7 9 13 10 -1 -10 27 16 15 -15 18 -18 -9 20 -14 -13 -21 25 -25 26 -24 -11 29 -29 right_child=3 2 -4 -5 -6 -7 -8 8 11 12 -12 21 19 14 -16 -17 17 -19 -20 22 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00022399354867210303 -0.035737348601704549 -0.0077466858624045563 0.028250216432340946 -0.0041101304769883109 -0.012672154455190522 -3.1556693512812344e-05 0.0028662773518892317 -0.0022052871104026196 -0.010164558873254979 -0.0033599313340609994 -0.011849202267220525 0.0046080790015125446 0.0019790220102156751 -0.01103492523812212 0.025516643762002182 0.018466972363741306 0.011992745411370144 0.0011188484137585192 -0.031357336621431357 0.0064101905016495072 -0.0064776496074654948 -0.0046369823262245903 0.0071857096108539926 0.0057938042623525733 -0.0019632945215046164 -0.009403906290354978 -0.0075426924840471983 0.0083370652538491598 0.0019489781645633296 -0.0017343522702384321 leaf_weight=7081.6989183053374 5.0397212356328991 9.1702958792448062 13.720608867704867 24.362467106431723 16.613528832793236 306694.92823642294 681.77645614743233 431.82619887590408 460.77716609090567 191.56987695395947 170.89996264874935 119.128442235291 178.19801457226276 21.721737712621689 31.668624609708786 20.221802040934563 89.153968319296837 1061.3536154553294 11.506918534636496 195.59236012399197 362.45020386576653 317.88606046140194 105.31157711148262 409.79900807142258 544.88223522901535 169.90328472852707 90.357399553060532 818.34970645606518 2732.5987070202827 337.50414735078812 leaf_count=29810 33 46 86 305 74 1335775 3632 1998 2612 901 722 604 849 87 129 82 369 4516 58 825 1535 1312 443 1741 2266 710 369 5466 12217 1457 internal_value=-1.63046e-05 -1.54394e-05 0.0138295 -0.00953124 -1.64196e-05 -1.57693e-05 0.000275279 0.000164558 -0.00145144 0.000474169 -0.00049793 -0.00624719 0.00162307 0.0011307 0.0127943 0.00318852 0.000592009 0.00196148 -0.00296194 -0.000466525 -0.00369032 -0.00211681 0.000683289 -0.000165137 0.00136646 -0.00416485 0.000384324 0.00267631 0.00297369 0.00539626 internal_weight=323400 323371 22.8909 29.4022 323348 323331 16636.1 15954.4 2565.24 13389.1 7252.6 897.792 6136.52 1667.45 73.6122 41.9435 1593.84 1150.51 443.333 2056.49 540.648 437.015 1515.85 1320.25 954.681 365.572 195.669 4080.02 3888.45 1155.85 internal_count=1411029 1410691 132 338 1410559 1410485 74710 71078 11767 59311 30532 4528 28779 7239 298 169 6941 4885 2056 8738 2384 1916 6354 5529 4007 1522 812 20041 19140 6923 is_linear=0 shrinkage=0.03 Tree=741 num_leaves=31 num_cat=0 split_feature=1 1 2 2 1 3 1 1 2 2 2 2 2 2 0 1 2 2 2 2 0 2 2 1 2 2 2 2 1 1 split_gain=2.79564 4.61933 7.52279 4.47275 2.78491 1.55385 4.98361 8.35426 33.3053 15.6485 23.8128 15.3574 14.1428 10.9792 9.45734 9.54345 8.1136 10.1449 10.1267 7.96958 8.93528 8.00515 7.74177 7.89488 7.70006 8.46079 14.7243 9.1081 11.0418 7.66519 threshold=80.000000000000014 75.500000000000014 10603.448730468752 14106.575683593752 73.500000000000014 1.0619999766349795 7.5000000000000009 1.5000000000000002 2554.751831054688 3600.6882324218755 2554.751831054688 4417.2790527343759 4605.4538574218759 2428.711791992188 50.500000000000007 2.5000000000000004 173.86003112792972 181.1947937011719 161.39817047119143 6704.7329101562509 49.500000000000007 6261.4145507812509 7700.5261230468759 3.5000000000000004 7882.7980957031259 10341.291015625002 14106.575683593752 9188.5839843750018 1.0000000180025095e-35 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 5 6 7 9 13 10 -1 -10 29 16 15 -15 18 -18 -9 20 -14 -22 23 -13 -21 27 -27 28 -26 -11 right_child=3 2 -4 -5 -6 -7 -8 8 11 12 -12 22 19 14 -16 -17 17 -19 -20 24 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.00015874166951881935 -0.035262600926163672 -0.0075373781615825008 0.027654420130691311 -0.0039929807742553154 -0.012304526616624352 -3.0609986170589442e-05 0.00277774870037457 -0.002140804312450886 -0.009913036494403886 -0.0032550181783226654 -0.0095963957433036692 0.00023911469757741905 0.001918633071532388 -0.010700100355378639 0.024840380254703594 0.017951753125861447 0.011613334482415813 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141 443 1741 2266 710 369 19140 internal_value=-1.58155e-05 -1.49762e-05 0.0135057 -0.00928514 -1.59271e-05 -1.52963e-05 0.000267148 0.000159711 -0.00140957 0.000460176 -0.000482988 -0.00607632 0.00157589 0.00109696 0.0124361 0.00309579 0.000574244 0.00190211 -0.00287648 -0.000452634 -0.00357959 -0.00628485 -0.00205306 0.00446113 0.000663043 -0.000160222 0.00132584 -0.00404288 0.000373268 0.00259934 internal_weight=323392 323363 22.7402 29.2811 323340 323324 16628.6 15946.2 2562.53 13383.7 7252.66 895.413 6131 1667.12 73.4646 41.908 1593.65 1150.81 442.84 2055.97 540.655 362.363 437.081 119.357 1515.32 1319.73 954.432 365.302 195.443 4075.02 internal_count=1411029 1410691 132 338 1410559 1410485 74710 71078 11767 59311 30532 4528 28779 7239 298 169 6941 4885 2056 8738 2384 1535 1916 604 6354 5529 4007 1522 812 20041 is_linear=0 shrinkage=0.03 Tree=742 num_leaves=31 num_cat=0 split_feature=1 1 2 2 1 3 1 1 2 2 2 2 2 2 0 1 2 2 2 2 0 2 2 1 2 2 2 2 1 1 split_gain=2.64216 4.37616 7.1508 4.31125 2.62311 1.46215 4.68402 7.86825 31.4258 14.7305 22.4202 14.6085 13.3158 10.3569 8.95084 8.99386 7.63766 9.69103 9.52633 7.49909 8.41103 7.54456 7.28247 7.3541 7.24519 7.96595 13.8641 8.56956 10.4014 7.21524 threshold=80.000000000000014 75.500000000000014 10603.448730468752 14106.575683593752 73.500000000000014 1.0619999766349795 7.5000000000000009 1.5000000000000002 2554.751831054688 3600.6882324218755 2871.6833496093755 4417.2790527343759 4605.4538574218759 2428.711791992188 50.500000000000007 2.5000000000000004 173.86003112792972 161.39817047119143 181.1947937011719 6704.7329101562509 49.500000000000007 6261.4145507812509 7700.5261230468759 3.5000000000000004 7882.7980957031259 10341.291015625002 14106.575683593752 9188.5839843750018 1.0000000180025095e-35 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -2 5 6 7 9 13 10 -1 -10 29 16 15 -15 17 -9 -18 20 -14 -22 23 -13 -21 27 -27 28 -26 -11 right_child=3 2 -4 -5 -6 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192.03887139260769 170.90275350213051 91.862488299608231 178.3812814950943 21.735347956418991 31.438234120607376 20.133780315518379 89.440435335040092 11.187467277050017 1061.6579460799694 195.5721763074398 299.53729005157948 62.722281321883202 317.56221833825111 27.719598934054375 105.00702299177647 409.15828850865364 545.02437527477741 169.81093370914459 90.211510851979256 3880.767567768693 leaf_count=29810 33 46 86 305 74 1335775 3632 1998 2612 901 722 463 849 87 129 82 369 58 4516 825 1271 264 1312 141 443 1741 2266 710 369 19140 internal_value=-1.53424e-05 -1.45281e-05 0.0131886 -0.00904509 -1.54506e-05 -1.48387e-05 0.000259186 0.00015495 -0.0013689 0.00044647 -0.000468492 -0.00590985 0.00152932 0.00106424 0.0120897 0.00300602 0.000557016 -0.00279342 0.00184456 -0.000439166 -0.00347233 -0.0060981 -0.00199134 0.00431866 0.000643399 -0.000155454 0.00128643 -0.00392453 0.000362526 0.00252276 internal_weight=323387 323358 22.592 29.1616 323336 323319 16623.8 15940.8 2559.85 13381 7252.74 893.088 6128.23 1666.76 73.3074 41.8691 1593.46 442.357 1151.1 2055.43 540.641 362.26 437.144 119.582 1514.78 1319.21 954.183 365.029 195.219 4072.81 internal_count=1411029 1410691 132 338 1410559 1410485 74710 71078 11767 59311 30532 4528 28779 7239 298 169 6941 2056 4885 8738 2384 1535 1916 604 6354 5529 4007 1522 812 20041 is_linear=0 shrinkage=0.03 Tree=743 num_leaves=31 num_cat=0 split_feature=1 2 1 2 1 3 1 1 2 2 2 2 2 2 0 1 2 2 2 3 1 1 2 2 1 2 0 2 2 1 split_gain=2.49701 4.15625 4.14551 6.90384 2.47077 1.37585 4.4026 7.41041 29.6508 13.8927 13.8663 21.3084 12.5369 9.77135 8.4738 8.47665 7.18963 9.27524 8.94672 7.10698 19.9612 16.6191 9.00986 8.3153 7.38902 7.0565 7.91767 7.11154 6.85061 6.85399 threshold=80.000000000000014 14106.575683593752 75.500000000000014 15066.298339843752 73.500000000000014 1.0619999766349795 7.5000000000000009 1.5000000000000002 2554.751831054688 4417.2790527343759 3600.6882324218755 2554.751831054688 4605.4538574218759 2428.711791992188 50.500000000000007 2.5000000000000004 173.86003112792972 161.39817047119143 181.1947937011719 1.0205000042915346 1.0000000180025095e-35 -2.4999999999999996 3673.103149414063 3827.336303710938 1.0000000180025095e-35 6704.7329101562509 49.500000000000007 6261.4145507812509 7700.5261230468759 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 6 7 10 13 -10 11 -1 19 16 15 -15 17 -9 -18 20 21 -12 -23 -22 -21 26 -14 -28 29 -11 right_child=1 -3 3 -5 -6 -7 -8 8 9 28 12 -13 25 14 -16 -17 18 -19 -20 24 23 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00014769616398002965 -0.034350960023249347 -0.0037681222891920397 -0.0017165908603404717 0.031844955048440461 -0.011601867674022917 -2.8800871896797198e-05 0.0026090470794352854 -0.0020173142854001958 -0.0094257164965403564 0.00022493871788185937 -0.0064937287473911393 -0.0090746940402922447 0.001803421015869259 -0.01006266430042687 0.023555823581211124 0.016969057814507277 0.010893960864078399 -0.029878999285887633 0.0010207045278546017 0.00035405512780280484 -0.0034123656979656069 0.008785705399887829 -0.0045395637490300862 0.01233688859207341 0.0034652711233915017 0.00062433759825491705 -0.0039940812801712439 -0.015107906587630745 -0.004238586610523171 0.017196707877877519 leaf_weight=7003.5601530969143 4.7889967374503639 24.254747363738716 12.685255229473116 9.7609877139329893 16.562282621860504 306695.48729867162 683.55890542268753 430.85478757321835 453.61275229603052 91.871291890740395 78.19691789150238 249.21096706390381 178.46845971047878 21.740039348602295 31.314399614930153 20.08710478246212 89.568909630179405 11.028838485479353 1061.8024895787239 1681.9687801599503 304.37235100567341 762.62856863439083 48.576490864157677 33.491726070642471 1161.4114514887333 1514.2471353113651 299.49094173312187 62.65903814136982 317.40316247940063 27.925170511007309 leaf_count=29487 33 305 61 71 74 1335775 3632 1998 2612 463 389 1045 849 87 129 82 369 58 4516 7922 1309 5249 217 148 4807 6354 1271 264 1312 141 internal_value=-1.48835e-05 -0.0088109 -1.40934e-05 0.012878 -1.49884e-05 -1.43948e-05 0.000251461 0.000150331 -0.00132938 -0.00574765 0.000433172 -0.000454435 0.00148412 0.00103252 0.0117544 0.00291907 0.000540307 -0.00271271 0.00178878 0.00244841 0.00435641 0.00671454 0.00798776 -0.00185118 0.00162487 -0.000426102 -0.00336834 -0.00591699 -0.00193151 0.00418115 internal_weight=323383 29.0437 323354 22.4462 323331 323315 16619.1 15935.5 2557.21 890.812 13378.3 7252.77 6125.51 1666.4 73.1415 41.8271 1593.26 441.884 1151.37 4070.65 1227.27 889.402 811.205 337.864 2843.38 2054.87 540.618 362.15 437.2 119.796 internal_count=1411029 338 1410691 132 1410559 1410485 74710 71078 11767 4528 59311 30532 28779 7239 298 169 6941 2056 4885 20041 7312 5855 5466 1457 12729 8738 2384 1535 1916 604 is_linear=0 shrinkage=0.03 Tree=744 num_leaves=31 num_cat=0 split_feature=1 2 1 2 1 2 0 0 2 0 0 0 1 1 1 1 0 1 1 3 0 3 0 1 2 1 0 1 0 2 split_gain=2.35975 4.00739 3.93071 6.63687 2.32733 1.33671 10.9357 6.79319 6.63655 8.92679 7.37647 10.1083 9.43587 8.8965 7.60657 12.2234 6.80328 6.37038 11.8557 6.16687 10.7811 7.65766 5.9674 5.9613 9.08255 5.93548 11.6482 5.56054 8.30754 40.0358 threshold=80.000000000000014 14106.575683593752 75.500000000000014 15066.298339843752 73.500000000000014 89440.765625000015 1.5000000000000002 17.500000000000004 99995.847656250015 19.500000000000004 33.500000000000007 85.500000000000014 4.5000000000000009 1.0000000180025095e-35 16.500000000000004 26.500000000000004 19.500000000000004 6.5000000000000009 30.500000000000004 2.3904999494552617 45.500000000000007 2.9229999780654912 21.500000000000004 1.0000000180025095e-35 94494.871093750015 1.5000000000000002 90.500000000000014 1.0000000180025095e-35 4.5000000000000009 99995.847656250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 5 -1 23 27 9 -9 12 14 13 -10 -12 -16 -14 25 -19 20 -11 -21 -18 24 -7 -13 -27 -8 29 -29 right_child=1 -3 3 -5 -6 6 7 8 10 19 11 17 16 -15 15 -17 22 18 -20 21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=1.5709831156058271e-06 -0.033912480225957983 -0.0036602624642697286 -0.0016660189243450159 0.031392992693059098 -0.011266081809277753 -0.028723589250852076 3.4373926819761309e-05 -0.0095146099196394603 0.0011980358180899166 -0.015706560895467729 -0.0016444728591352706 0.0022378818552655066 0.0042561172065799001 0.0056393686556867849 -0.03803805672992281 0.0053888236189417382 -0.025707115276089092 0.014703469966259619 -0.0081561808845813308 0.0064403406257666305 0.0044861934821273019 -0.0012790487434030768 -0.0058414144899900109 -0.00024008835558247612 0.011229228294193266 0.0059520193518670635 -0.0071092903776406105 -0.0078113045997469073 -0.0020494757640732134 0.0010700152344500266 leaf_weight=303619.18069255876 4.7066401541233089 24.22092148149386 12.678310513496401 9.6068177819251996 16.5445157289505 5.3101000282913438 5895.2840806394815 116.42252288758755 946.28412172198296 59.21235354244709 1156.8378337547183 1034.1371972896159 32.880807802081108 710.83073504269123 13.189613848924639 10.459041759371756 20.8091751486063 79.2812859416008 27.501799814403057 148.53132398426533 39.78619296848774 522.56133546680212 39.329527333378792 82.597974069416523 143.8091736031929 92.570222064852715 182.79472103714943 529.51120258867741 4472.538311034441 3327.1374218612909 leaf_count=1312527 33 305 61 71 74 62 28259 477 3858 247 5158 4867 138 2929 60 50 88 343 128 611 176 2217 169 431 11540 405 766 2360 18230 14389 internal_value=-1.4437e-05 -0.00858243 -1.36705e-05 0.0125853 -1.45388e-05 -1.39631e-05 -0.000253503 -0.000330656 0.000593479 -0.00177215 0.00107593 6.13772e-05 0.00258128 0.00310318 -0.00198878 -0.0188317 -0.00671622 0.00177021 0.00881601 -0.000601647 -0.00759136 0.000429465 -0.0127153 0.0062253 0.00980652 0.00119566 -0.00271843 -0.000670661 -0.00116968 -0.000149375 internal_weight=323377 28.9276 323348 22.2851 323325 323309 19689.6 19457.9 5233.42 886.514 4346.91 2596.77 1750.13 1657.11 1180.49 23.6487 93.0195 1416.29 106.783 770.091 98.9985 671.093 60.1387 231.717 149.119 1309.5 275.365 14224.5 8329.19 3856.65 internal_count=1411029 338 1410691 132 1410559 1410485 97958 85925 22687 3728 18959 11777 7182 6787 5268 110 395 6509 471 3251 423 2828 257 12033 11602 6038 1171 63238 34979 16749 is_linear=0 shrinkage=0.03 Tree=745 num_leaves=31 num_cat=0 split_feature=3 1 1 2 2 3 3 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 1 1 1 2 2 3 3 split_gain=3.6443 14.1598 14.5049 15.6779 15.3285 16.6368 11.5677 12.494 32.1335 17.4292 24.9126 20.56 11.7217 10.4749 14.1757 10.3184 12.7194 12.0452 10.4358 10.2334 18.7914 18.4678 10.1916 9.02379 9.72292 9.20717 8.85 25.4243 51.6293 34.2183 threshold=1.469500005245209 -8.4999999999999982 -3.4999999999999996 3755.7348632812505 5579.1726074218759 1.1980000138282778 1.532000005245209 3455.044799804688 3673.091186523438 9879.8374023437518 5579.1726074218759 12411.391601562502 3152.5231933593755 25057.239257812504 16176.651367187502 -5.4999999999999991 5216.6582031250009 1.0000000180025095e-35 4417.2790527343759 317.43702697753912 358.41200256347662 294.42443847656256 4.5000000000000009 1.0000000180025095e-35 -4.4999999999999991 10.500000000000002 3910.889038085938 8598.4760742187518 3.653500080108643 5.9049999713897714 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 -3 5 -5 7 12 23 10 15 -11 19 14 -1 -10 17 18 -17 21 -21 -2 -19 24 -9 -25 -8 28 -28 -30 right_child=6 2 -4 4 -6 -7 26 8 9 11 -12 -13 -14 -15 -16 16 -18 22 -20 20 -22 -23 -24 25 -26 -27 27 -29 29 -31 leaf_value=0.0028606298407843752 -0.00017673007064126947 -0.0009712605672436784 -0.00015527750502406472 -0.0031109194098246202 -0.0036454169897578484 -0.023102960053505633 -0.00021047144199020751 -0.0052240653302581767 -0.012317901932488846 0.011427488724394995 -0.0065880863144724732 0.0018721594537243382 -0.0037153689611419093 0.014752069541127677 -0.0086194332551390966 0.0083874773729925821 0.030404905954974321 -0.0047514032897934049 -0.016340794142898393 0.023328155110839268 0.0019968760383266854 -0.019908140977447142 0.0099963451197947317 0.004841821427086921 0.017971897533644834 0.025737034661670929 0.0016256627474279248 -0.00010076367091330656 -0.0025837996236254502 0.00090571074540385225 leaf_weight=1462.8903210833669 2199.5126382261515 3633.1626928895712 81825.937558867037 68.616152316331863 837.52328677475452 82.511435821652412 104522.05169025925 18.108210012316704 38.978431060910225 256.90930999815464 464.73835697025061 959.80119083076715 583.64764788746834 61.203840710222721 103.66507553309202 280.28866255283356 15.538890048861502 209.95763264596462 16.250050827860832 37.90440633893013 1912.9572326093912 43.53658701479435 52.773284927010536 216.74301141500473 159.64922943711281 20.800464510917664 23846.773363530636 89435.119452594896 5335.1203272789717 4808.7415018491447 leaf_count=7879 9377 16451 353073 290 3549 339 454022 95 185 1052 1989 3994 2426 321 508 1149 64 905 67 157 8042 190 242 870 678 85 98583 401409 22002 21577 internal_value=-3.0813e-05 -0.000195437 -0.000247633 -0.00188272 -0.00523222 -0.014026 3.07719e-05 0.00119099 0.0028179 0.00142846 -0.00134822 0.00388977 0.000267974 0.00257663 0.00210095 0.00261923 0.00363213 0.00288827 0.00703239 0.000822317 0.00241133 -0.000559708 -0.00178911 0.0104969 0.0156089 0.00667151 -7.34142e-06 0.000164678 0.000863098 -0.000929582 internal_weight=323511 88075.5 86447.8 4621.81 988.651 151.128 235436 7488.1 2710.54 2295.24 1078.53 1216.71 4777.56 1627.76 1566.56 613.787 574.809 559.27 296.539 4193.91 1950.86 2243.05 262.731 415.301 177.757 237.543 227948 123426 33990.6 10143.9 internal_count=1411570 382410 373702 20629 4178 629 1029160 31567 11375 9647 4601 5046 20192 8708 8387 2612 2427 2363 1216 17766 8199 9567 1147 1728 773 955 997593 543571 142162 43579 is_linear=0 shrinkage=0.03 Tree=746 num_leaves=31 num_cat=0 split_feature=3 1 1 2 2 3 3 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 1 1 1 2 2 3 3 split_gain=3.42889 13.3383 13.641 14.7379 14.4112 15.6347 10.8871 11.7668 30.3083 16.4024 23.4625 19.3612 11.0266 9.93919 13.323 9.68246 11.9317 11.3463 9.81659 9.62947 17.6453 17.4651 9.5781 8.57598 9.21555 8.67769 8.32708 23.9241 48.5849 32.1916 threshold=1.469500005245209 -8.4999999999999982 -3.4999999999999996 3755.7348632812505 5579.1726074218759 1.1980000138282778 1.532000005245209 3455.044799804688 3673.091186523438 9879.8374023437518 5579.1726074218759 12411.391601562502 3152.5231933593755 25057.239257812504 16176.651367187502 -5.4999999999999991 5216.6582031250009 1.0000000180025095e-35 4417.2790527343759 317.43702697753912 358.41200256347662 294.42443847656256 4.5000000000000009 1.0000000180025095e-35 -4.4999999999999991 10.500000000000002 3910.889038085938 8598.4760742187518 3.653500080108643 5.9049999713897714 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 -3 5 -5 7 12 23 10 15 -11 19 14 -1 -10 17 18 -17 21 -21 -2 -19 24 -9 -25 -8 28 -28 -30 right_child=6 2 -4 4 -6 -7 26 8 9 11 -12 -13 -14 -15 -16 16 -18 22 -20 20 -22 -23 -24 25 -26 -27 27 -29 29 -31 leaf_value=0.0027786106371847515 -0.00017143027575612673 -0.00094183017820979951 -0.00015062055093511593 -0.0030160221587226749 -0.0035337421717143193 -0.0223900846225575 -0.00020415777489674332 -0.0050549154155726641 -0.011892411490952392 0.011090843075675616 -0.0063970804507173899 0.0018161626489315182 -0.0036028720222753105 0.014401121457559073 -0.0083362287476271453 0.0081456758863865889 0.029425752447031939 -0.0046139716496386603 -0.015810013362671557 0.022591489733510193 0.0019371859512758429 -0.019404641044728239 0.0096680983218035334 0.0046977102601832785 0.017508112398301908 0.024994067055112777 0.0015771290140718631 -9.773991119752956e-05 -0.0025059423183690574 0.0008785743617087333 leaf_weight=1460.9202974140644 2199.4825486317277 3634.273921340704 81825.202042520046 68.651315093040466 838.06294518709183 82.583190858364105 104521.81967793091 18.152052074670792 39.159015938639641 256.76832382380962 464.26353205740452 959.71373055130243 583.81292478740215 60.820372603833675 103.96657404303551 279.95576196908951 15.573716118931769 209.72859726846218 16.291095167398453 37.965219527482986 1912.7470871061087 43.32943257689476 52.925700962543488 216.69104081392288 158.97231487929821 20.776563331484795 23843.25727956742 89435.881246088538 5335.8400789573789 4808.5535164615139 leaf_count=7879 9377 16451 353073 290 3549 339 454022 95 185 1052 1989 3994 2426 321 508 1149 64 905 67 157 8042 190 242 870 678 85 98583 401409 22002 21577 internal_value=-2.98875e-05 -0.000189573 -0.0002402 -0.00182553 -0.00507188 -0.0135954 2.98504e-05 0.00115556 0.00273502 0.00138612 -0.00130855 0.00377381 0.000259932 0.00250262 0.00204017 0.00254133 0.00352521 0.00280349 0.00682831 0.000797703 0.00233916 -0.000543001 -0.00173609 0.0101999 0.0151958 0.00647348 -7.12074e-06 0.000159741 0.000837282 -0.000901644 internal_weight=323506 88074.5 86448.8 4623.57 989.297 151.235 235432 7486.31 2708.97 2294.38 1077.9 1216.48 4777.34 1625.71 1564.89 613.634 574.475 558.901 296.247 4193.52 1950.71 2242.81 262.654 414.592 177.124 237.468 227945 123424 33987.7 10144.4 internal_count=1411570 382410 373702 20629 4178 629 1029160 31567 11375 9647 4601 5046 20192 8708 8387 2612 2427 2363 1216 17766 8199 9567 1147 1728 773 955 997593 543571 142162 43579 is_linear=0 shrinkage=0.03 Tree=747 num_leaves=31 num_cat=0 split_feature=3 1 1 2 2 3 3 2 2 2 2 2 2 2 2 1 2 1 2 2 2 2 1 1 1 1 1 1 2 2 split_gain=3.22623 12.5642 12.8288 13.8552 13.5525 14.7 10.2465 11.0822 28.5879 15.4361 22.0968 18.2336 10.3729 9.42991 12.5223 9.08716 11.1997 10.6881 9.23495 9.06122 16.575 16.5176 9.00216 8.19792 8.1506 8.73486 8.18207 8.05418 8.32154 12.4081 threshold=1.469500005245209 -8.4999999999999982 -3.4999999999999996 3755.7348632812505 5579.1726074218759 1.1980000138282778 1.532000005245209 3455.044799804688 3673.091186523438 9879.8374023437518 5579.1726074218759 12411.391601562502 3152.5231933593755 25057.239257812504 16176.651367187502 -5.4999999999999991 5216.6582031250009 1.0000000180025095e-35 4417.2790527343759 317.43702697753912 358.41200256347662 294.42443847656256 4.5000000000000009 -1.4999999999999998 1.0000000180025095e-35 -4.4999999999999991 10.500000000000002 -16.499999999999996 1707.8798828125002 971.01849365234386 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 3 -3 5 -5 7 12 24 10 15 -11 19 14 27 -10 17 18 23 21 -21 -2 -19 -17 25 -9 -26 -1 29 -29 right_child=6 2 -4 4 -6 -7 -8 8 9 11 -12 -13 -14 -15 -16 16 -18 22 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0014816468830362369 -0.00016628993003382726 -0.00091330060208153082 -0.00014610321359085376 -0.0029240788130179365 -0.0034255771609201725 -0.021705010343654331 -6.9066976724051159e-06 -0.004891680249688949 -0.011484174651539971 0.010764578669882362 -0.0062115403488482704 0.0017618387307931425 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leaf_count=1806 9377 16451 353073 290 3549 339 997593 95 185 1052 1989 3994 2426 321 508 338 64 905 67 157 8042 190 242 811 870 678 85 2157 3723 193 internal_value=-2.89897e-05 -0.000183885 -0.000232991 -0.00177011 -0.00491668 -0.0131801 2.89565e-05 0.00112119 0.00265461 0.00134506 -0.00127006 0.00366134 0.000252134 0.00243065 0.0019811 0.00246584 0.00342151 0.00272123 0.00663022 0.000773828 0.00226917 -0.000526794 -0.00168465 0.00791083 0.00991156 0.0147942 0.00628151 0.00269884 0.00388729 0.00073975 internal_weight=323501 88073.4 86449.7 4625.25 989.9 151.318 235427 7484.47 2707.37 2293.5 1077.26 1216.24 4777.1 1623.7 1563.26 613.461 574.13 558.528 295.953 4193.13 1950.56 2242.57 262.576 279.624 413.873 176.487 237.385 1459.01 1136.05 453.915 internal_count=1411570 382410 373702 20629 4178 629 1029160 31567 11375 9647 4601 5046 20192 8708 8387 2612 2427 2363 1216 17766 8199 9567 1147 1149 1728 773 955 7879 6073 2350 is_linear=0 shrinkage=0.03 Tree=748 num_leaves=31 num_cat=0 split_feature=3 1 1 2 2 0 3 1 2 2 2 2 2 1 2 2 2 2 2 2 2 3 3 3 2 3 2 2 3 3 split_gain=3.03547 11.8357 12.0653 13.0263 12.7481 13.9409 9.64371 10.8033 17.9042 17.4621 14.873 12.8963 10.4443 10.2127 9.18656 26.6976 19.0855 8.94562 11.7708 7.83506 22.5125 45.7199 31.3279 30.8609 51.5681 30.285 30.7464 27.3281 44.0368 26.3895 threshold=1.469500005245209 -8.4999999999999982 -3.4999999999999996 3755.7348632812505 5579.1726074218759 48.500000000000007 1.532000005245209 1.0000000180025095e-35 1164.8808593750002 169.44351196289065 937.66867065429699 181.1947937011719 72035.476562500015 -4.4999999999999991 17918.074218750004 16176.651367187502 20123.864257812504 25057.239257812504 16176.651367187502 3910.889038085938 8598.4760742187518 3.653500080108643 1.5979999899864199 3.653500080108643 12127.694824218752 5.9049999713897714 8055.6518554687509 7019.5273437500009 2.9229999780654912 1.6674999594688418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 -3 5 -5 7 8 9 -2 11 -11 13 -10 15 -9 -16 18 -1 -8 21 22 -21 24 29 -23 -27 28 -24 -22 right_child=6 2 -4 4 -6 -7 19 14 12 10 -12 -13 -14 -15 16 -17 -18 -19 -20 20 23 25 27 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0026213907347013882 0.011771415801911702 -0.00088564362923512524 -0.00014172132363032944 -0.019238873439712097 -0.0033208048932457314 5.1665825927571995e-05 -0.00019782626116076604 -0.00029530006326685966 -0.00094430145376000964 -0.027443163726914372 -0.01512926752518079 -0.00011264755277687108 -0.020926562718957931 0.0049382800526733567 0.024554817020066989 -0.029469911369007853 0.0020848534384999466 0.013721042251269182 -0.0078003208275135572 -0.0065568545999616602 0.0011217339330006366 -0.0024302403193163418 0.0019494501245343762 0.00027051942395139785 -0.00044871031485458035 0.00012325499220079857 0.0087445228389264693 0.0040407604765296812 -0.0015710589538193692 -0.0057022980418632348 leaf_weight=1457.1476214453578 102.04529223591089 3636.3932231515646 81823.79420286417 100.69045898318291 839.08014309406281 50.690629795193672 104521.58491658536 3318.6069523468614 308.81892172247171 15.713159784674643 64.663590669631958 1398.4695878773928 15.092132195830343 1898.3783753216267 38.473579347133636 28.47179888188839 293.92894338071346 60.073698349297047 104.53403274714947 423.45289212465286 627.41895304620266 5336.5243827700615 15696.422652445734 62574.960274085286 23508.418756745756 4401.6706518214196 406.70059939101338 3704.0451715141535 4015.9130633994937 2725.8739092350006 leaf_count=7879 452 16451 353073 408 3549 221 454022 14109 1489 63 278 5692 70 7929 156 118 1211 321 508 1775 2612 22002 64872 291195 96312 19731 1846 15408 16528 11290 internal_value=-2.81185e-05 -0.000178365 -0.000225998 -0.0017164 -0.00476644 -0.0127794 2.80887e-05 0.00108783 0.00220905 -0.000231419 -0.00105965 -0.00041632 0.00394516 0.00411522 -7.10795e-05 -0.000543473 0.00468562 0.00236079 0.00192379 -6.69948e-06 0.00015516 0.000812444 0.00153025 -9.45996e-05 -0.000945153 -0.000874342 0.000852457 0.00167649 0.00123223 -0.00442549 internal_weight=323498 88072.4 86450.6 4626.85 990.461 151.381 235426 7482.66 3803.18 1580.89 1478.85 1414.18 2222.29 2207.2 3679.48 3347.08 332.403 1621.76 1561.68 227943 123421 33984.7 23839.8 89436.7 26861.7 10144.9 4808.37 23416.4 19712.3 3353.29 internal_count=1411570 382410 373702 20629 4178 629 1029160 31567 15973 6485 6033 5755 9488 9418 15594 14227 1367 8708 8387 997593 543571 142162 98583 401409 110214 43579 21577 96808 81400 13902 is_linear=0 shrinkage=0.03 Tree=749 num_leaves=31 num_cat=0 split_feature=3 1 1 2 2 3 3 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 0 2 2 1 2 2 split_gain=2.85609 11.1482 11.3477 12.2497 12.007 13.4073 9.07597 10.1693 16.857 16.4791 13.9363 12.1379 9.81442 9.61993 8.646 25.1981 17.9868 8.48543 11.0647 7.80941 20.758 13.2855 16.1986 11.0575 10.7424 27.8353 9.93263 7.60645 7.92165 7.90251 threshold=1.469500005245209 -8.4999999999999982 -3.4999999999999996 3755.7348632812505 5579.1726074218759 1.1980000138282778 1.532000005245209 1.0000000180025095e-35 1164.8808593750002 169.44351196289065 937.66867065429699 181.1947937011719 72035.476562500015 -4.4999999999999991 17918.074218750004 16176.651367187502 20123.864257812504 25057.239257812504 16176.651367187502 396.72427368164068 488.16123962402349 215.8664245605469 228.54534149169925 -1.4999999999999998 59.500000000000007 210.22515869140628 249.24568176269534 -16.499999999999996 184.1896667480469 186.24382019042972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 17 3 -3 5 -5 7 8 9 -2 11 -11 13 -10 15 -9 -16 18 27 21 -21 24 -23 -22 -13 -26 -24 -1 -29 -30 right_child=6 2 -4 4 -6 -7 -8 14 12 10 -12 19 -14 -15 16 -17 -18 -19 -20 20 23 22 26 -25 25 -27 -28 28 29 -31 leaf_value=-0.0015166751514899244 0.011455803401696798 -0.00085883201512448198 -0.00013747085756091326 -0.0026081360331331404 -0.0032193132214015947 -0.020542664870733682 -6.4981321297084334e-06 -0.00028645343235384006 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295.89973495900631 176.99205230176449 10.318570747971533 945.24804778397083 leaf_count=1806 452 16451 353073 290 3549 339 997593 14109 1489 63 278 2338 70 7929 156 118 1211 321 508 118 275 358 108 467 759 60 1209 911 57 5105 internal_value=-2.72741e-05 -0.000173014 -0.000219216 -0.00166438 -0.0046214 -0.0123995 2.72484e-05 0.00105543 0.00214347 -0.000224419 -0.00102766 -0.00040383 0.00382864 0.00399375 -6.8958e-05 -0.000527215 0.00454634 0.00229277 0.00186799 -0.000109267 0.00524039 -0.00104873 -0.00541575 0.00147873 0.00125293 -0.00468096 -0.00230478 0.00254596 0.00370381 0.00478362 internal_weight=323488 88071.3 86451.4 4628.3 990.898 151.338 235417 7481.22 3802.05 1580.8 1479.09 1414.19 2221.25 2206.12 3679.17 3346.85 332.312 1619.85 1560.14 1398.48 208.903 1189.58 410.576 180.365 779.001 203.019 322.637 1455.34 1132.56 955.567 internal_count=1411570 382410 373702 20629 4178 629 1029160 31567 15973 6485 6033 5755 9488 9418 15594 14227 1367 8708 8387 5692 860 4832 1675 742 3157 819 1317 7879 6073 5162 is_linear=0 shrinkage=0.03 Tree=750 num_leaves=31 num_cat=0 split_feature=1 3 2 1 1 2 3 2 2 2 0 3 0 0 0 0 1 2 2 1 1 2 0 2 0 0 1 2 3 1 split_gain=2.54013 6.16182 26.3593 2.938 2.64076 2.78603 2.03866 3.84768 1.81224 10.7269 23.1758 44.7465 9.1576 21.2311 6.82368 18.7453 18.7071 15.2889 15.4685 9.09254 11.4371 8.94977 7.1484 18.4108 6.44342 6.30097 6.69646 6.17396 41.7466 15.248 threshold=-65.499999999999986 40.666500091552741 89440.765625000015 -57.499999999999993 -82.499999999999986 17012.167968750004 10.80550003051758 72035.476562500015 409.80384826660162 396.72427368164068 28.500000000000004 1.5979999899864199 66.500000000000014 62.500000000000007 68.500000000000014 72.500000000000014 1.5000000000000002 234.47260284423831 173.86003112792972 -1.4999999999999998 1.0000000180025095e-35 142.00050354003909 79.500000000000014 269.37811279296881 35.500000000000007 22.500000000000004 1.0000000180025095e-35 496.29238891601568 2.6375000476837163 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 6 -1 -6 -2 -8 9 14 25 -12 13 24 -5 17 19 18 -16 -17 22 -22 -21 -24 -13 26 -11 28 29 -10 right_child=3 2 -4 8 5 -7 7 -9 27 10 11 12 -14 -15 15 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.014059470439870903 0.024969250933414098 -0.19524178327642194 0.030441109782140794 -1.5783527380807632e-05 -0.030737127525047547 -0.0019273212532633804 -0.018788567179421595 0.030961464249269793 0.0016585616607658654 0.012020987713143215 -0.01343715445904895 0.0079374278741759629 0.00066135080400069914 0.033087152671254422 -0.0011673178445554325 -0.0044727768095570147 -0.0090681031865271992 -0.0061533225690935953 0.01853107155695255 0.010649666961576806 -0.014490146611827249 0.0020287240914094624 -0.01501173897411635 0.012897929639110751 -0.007242465884169884 -0.0088400938240793692 -0.0087457684720368949 1.800520707438001e-05 -0.00060697505967312933 0.0059255009177994634 leaf_weight=4.7071853764355209 7.1804654486477357 0.78701807931065437 1.1411276039434597 53796.851267687976 4.6715691387653377 8.5500951297581178 3.5013287765905261 2.3302938519045711 1576.5481566339731 28.449687495827675 149.02167288959026 208.09211908280849 205.36826162040234 29.510429725050926 214.13404728472233 128.22469390928745 135.99623142182827 906.86727792024612 43.099465057253838 259.31314401328564 32.15890596807003 359.51558835804462 37.815864115953445 48.622699990868568 28.628728792071342 463.98375183343887 27.467405527830124 257220.02122158743 6159.5226671546698 1444.2134324908257 leaf_count=63 85 15 326 230503 54 106 50 133 6461 121 655 872 869 121 934 538 694 3911 183 1089 198 1571 157 219 119 1954 123 1127199 26229 6213 internal_value=1.23303e-05 -0.0107172 -0.0616767 1.29888e-05 -0.00523675 -0.0121066 0.0142679 0.00109135 1.24155e-05 -0.00014095 -0.00302117 0.000892949 0.00542115 0.00909281 -8.22507e-05 -0.00173329 0.00127557 -0.00432225 0.00213315 0.00290059 0.00418268 0.000672422 0.00815918 0.000687775 0.00610159 -0.00769356 0.00182001 4.52894e-05 0.000809759 0.00369857 internal_weight=323536 19.857 1.92815 323516 17.9288 13.2217 13.0121 5.83162 323503 57103.1 1140.52 620.621 471.6 266.231 55962.6 2165.75 1001.65 1164.1 257.234 865.651 737.426 391.674 345.752 86.4386 236.721 519.901 55.9171 266400 9180.28 3020.76 internal_count=1411765 564 341 1411201 223 160 268 183 1410933 244831 4834 2636 1981 1112 239997 9494 4466 5028 1117 3772 3234 1769 1465 376 991 2198 244 1166102 38903 12674 is_linear=0 shrinkage=0.03 Tree=751 num_leaves=31 num_cat=0 split_feature=1 0 0 3 2 1 2 3 2 2 2 0 3 0 0 0 0 1 2 2 1 1 2 0 2 0 2 2 0 1 split_gain=2.35931 5.75281 9.26819 6.10268 16.1693 2.80063 2.34568 1.97988 3.67037 1.70526 10.0992 21.825 42.1554 8.61077 19.9168 6.42699 17.6506 17.6523 14.4033 14.5397 8.55999 10.7919 8.47318 6.72921 17.3639 6.06128 5.97743 6.03209 5.92509 6.3177 threshold=-65.499999999999986 15.500000000000002 11.500000000000002 21.500000000000004 55938.710937500007 -57.499999999999993 89440.765625000015 10.80550003051758 72035.476562500015 409.80384826660162 396.72427368164068 28.500000000000004 1.5979999899864199 66.500000000000014 62.500000000000007 68.500000000000014 72.500000000000014 1.5000000000000002 234.47260284423831 173.86003112792972 -1.4999999999999998 1.0000000180025095e-35 142.00050354003909 79.500000000000014 269.37811279296881 35.500000000000007 112.33882141113283 145.14741516113284 22.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 7 -6 -2 -9 10 15 28 -13 14 25 -7 18 20 19 26 -18 23 -23 -22 -25 -14 -17 -28 29 -12 right_child=5 -3 -4 4 6 9 -8 8 -10 -11 11 12 13 -15 -16 16 17 -19 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0022917748416571427 0.024718960271382734 0.024891027671160224 -0.081041977085972688 -0.11513395535226263 -0.028946795064109545 -1.5310034800206063e-05 0.030596386629638778 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48.446855053305626 28.621486485004425 124.35082642734051 48.761472165584564 463.73157516121864 27.392000705003738 leaf_count=126 85 38 24 16 22 230503 338 50 133 1166102 121 655 872 869 121 172 538 694 3911 183 1089 198 1571 157 219 119 546 216 1954 123 internal_value=1.19608e-05 -0.0102844 -0.0176337 -0.00969302 -0.0408203 1.25982e-05 0.00702522 0.0140133 0.00106868 1.20417e-05 -0.000136732 -0.00293213 0.000866254 0.00525713 0.00881647 -7.97884e-05 -0.00168286 0.00123859 -0.00419583 0.00206907 0.00281535 0.0040607 0.000652171 0.00792815 0.000669101 0.00591736 -0.00113249 -0.00357157 -0.00746856 0.00177014 internal_weight=323535 20.0279 16.5666 14.7228 4.09283 323515 2.48981 12.8582 5.82044 323502 57100.5 1139.94 620.444 471.717 266.334 55960.6 2163.8 1000.58 1163.22 257.238 865.116 736.798 391.635 345.163 86.2228 236.767 214.098 173.112 519.501 55.7694 internal_count=1411765 564 526 502 376 1411201 360 268 183 1410933 244831 4834 2636 1981 1112 239997 9494 4466 5028 1117 3772 3234 1769 1465 376 991 934 762 2198 244 is_linear=0 shrinkage=0.03 Tree=752 num_leaves=31 num_cat=0 split_feature=1 0 0 3 2 1 2 3 2 2 2 0 3 0 0 3 0 1 1 0 2 2 1 2 2 2 2 0 2 3 split_gain=2.19239 5.39725 7.95461 5.52986 13.613 2.66931 2.22862 1.92233 3.50392 1.60461 9.50841 20.5531 39.7156 8.09789 18.7 6.17338 20.0829 11.0534 12.1261 9.83896 9.76803 7.77163 10.0027 8.21726 10.8432 6.76033 9.26998 7.32981 5.80779 39.2555 threshold=-65.499999999999986 15.500000000000002 11.500000000000002 21.500000000000004 55938.710937500007 -57.499999999999993 89440.765625000015 10.80550003051758 72035.476562500015 409.80384826660162 396.72427368164068 28.500000000000004 1.5979999899864199 66.500000000000014 62.500000000000007 2.7749999761581425 69.500000000000014 1.0000000180025095e-35 4.5000000000000009 22.500000000000004 389.27586364746099 238.29680633544925 3.5000000000000004 145.14741516113284 134.73744964599612 173.86003112792972 184.1896667480469 77.500000000000014 496.29238891601568 2.6375000476837163 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 7 -6 -2 -9 10 15 -12 -13 14 -14 16 -7 19 -19 20 -17 23 -23 24 -18 27 -27 -21 29 -11 right_child=5 -3 -4 4 6 9 -8 8 -10 28 11 12 13 -15 -16 17 21 18 -20 25 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0022271709763304567 0.02446879346153838 0.024632213534202099 -0.07347608745753928 -0.10261776070934826 -0.027362460599445936 -8.7627244185752368e-05 0.030578716034744706 -0.017134855469961689 0.030904072887957035 0.0035842525518864302 -0.0072502197693079121 -0.01269412512763071 0.0057388742404730379 0.00062218029246968514 0.031027066332679827 -0.00023906784977092505 0.0063729668253888145 -0.00109244160322967 0.0079581318746672087 -0.003386752492682468 0.016144028212066789 -0.0048969090906010376 -0.018946595778670396 0.0062275103252930836 -0.013435241812225005 0.012863712132053191 0.0041213429905278907 0.015304801236228937 1.6147174854638408e-05 -0.00059010390128039041 leaf_weight=10.610503725707536 6.8985208161175233 3.3937853425741187 1.970523253083228 1.7422547265887249 1.0110197607427835 50401.341550059617 1.4605513485148549 3.6106213852763176 2.1986020763870329 3022.4332502782345 519.09533523023129 148.43077109754086 236.80563426017761 205.39582973718643 29.608358427882195 1015.0986490547657 41.615517348051071 2101.8967173472047 142.24915141612291 158.62643201649189 33.845571890473366 735.89792521297932 48.619779020547867 113.38077065348625 61.817645892500877 123.17237144708633 959.53149040788412 21.433100938796997 257219.34512741293 6159.3143916651607 leaf_count=126 85 38 24 16 22 215131 338 50 133 12674 2198 655 991 869 121 4999 178 9295 684 680 178 3119 274 495 279 554 4017 114 1127199 26229 internal_value=1.16029e-05 -0.00987422 -0.016847 -0.00931962 -0.0383947 1.22199e-05 0.00687732 0.0137614 0.00104632 1.16798e-05 -0.000132641 -0.00284578 0.000840404 0.00509835 0.00854932 -7.74001e-05 -0.000171209 0.000981019 -0.000518755 0.00243696 0.000289554 -0.00437822 -0.00576763 0.000649217 -0.00546557 0.00422075 0.00511591 -0.00116183 4.2612e-05 0.000784004 internal_weight=323532 20.1886 16.7949 14.8243 4.21383 323512 2.47157 12.7077 5.80922 323499 57097.9 1139.34 620.241 471.81 266.414 55958.5 51402.7 4555.85 2244.15 2311.71 1048.94 1001.33 784.518 216.814 103.433 1262.76 1082.7 180.06 266401 9181.75 internal_count=1411765 564 526 502 376 1411201 360 268 183 1410933 244831 4834 2636 1981 1112 239997 219476 20521 9979 10542 5177 4345 3393 952 457 5365 4571 794 1166102 38903 is_linear=0 shrinkage=0.03 Tree=753 num_leaves=31 num_cat=0 split_feature=1 0 0 3 2 1 1 2 3 2 1 2 3 0 2 2 0 0 1 1 1 3 0 2 2 2 1 0 0 0 split_gain=2.03982 5.06995 6.88642 5.29673 16.1934 2.61759 2.54378 2.21382 1.86599 3.34744 1.56507 7.44401 13.466 28.0094 7.85088 5.57342 6.33704 3.45111 3.36641 3.05485 2.88588 5.16518 5.85975 6.55025 3.92521 6.17563 4.78428 2.73263 3.07775 2.68754 threshold=-65.499999999999986 15.500000000000002 11.500000000000002 40.666500091552741 89440.765625000015 -73.499999999999986 -57.499999999999993 22009.412109375004 10.80550003051758 72035.476562500015 -36.499999999999993 3325.9851074218755 7.7119998931884775 9.5000000000000018 18421.471679687504 2243.352905273438 51.500000000000007 29.500000000000004 -51.499999999999993 -49.499999999999993 -31.499999999999996 1.8989999890327456 47.500000000000007 3600.6882324218755 15066.298339843752 33967.421875000007 -33.499999999999993 7.5000000000000009 2.5000000000000004 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 -5 7 8 -1 -2 -10 11 15 19 18 -15 16 17 29 -14 -13 21 22 23 -12 -23 26 -26 28 -20 -8 right_child=6 -3 -4 4 -6 -7 10 -9 9 -11 20 12 13 14 -16 -17 -18 -19 27 -21 -22 24 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.025489074088567976 0.02421867410209121 0.024373759485844193 -0.067102400666769035 -0.13653305555877557 0.030403086102426664 -0.020395367999491418 0.012411996526377728 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10.182169929146768 24.733944757841527 9.1453130245208722 14.030446290969847 28.360036302357912 6.0927967205643654 leaf_count=41 85 38 24 15 326 49 70 71 50 133 50 96 162 62 61 96 36 88 192 518 1408191 336 146 63 64 234 50 104 278 36 internal_value=1.12559e-05 -0.00948988 -0.0161159 -0.00896875 -0.0532321 -0.00174882 1.18532e-05 0.00810248 0.0135122 0.00102426 1.1329e-05 -0.00256656 0.000770652 -0.00830949 -0.0386594 -0.0120443 -0.00561951 -0.0123547 0.0026431 0.00929065 1.3018e-05 0.00433189 -0.0042026 -0.017048 0.00824532 0.00167593 -0.0110296 -0.000352493 -0.00497238 -0.00068941 internal_weight=323529 20.3356 17.0077 14.9167 2.0919 12.8248 323508 8.39147 12.5607 5.79801 323496 211.817 156.656 75.8353 20.11 55.1605 37.9391 29.1446 55.7253 80.8211 323284 139.185 43.7575 18.4703 95.4275 44.0614 19.3275 47.8309 33.8005 12.8003 internal_count=1411765 564 526 502 341 161 1411201 112 268 183 1410933 1799 1473 859 123 326 230 194 736 614 1409134 943 259 113 684 348 114 574 470 106 is_linear=0 shrinkage=0.03 Tree=754 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 1 1 3 2 2 1 0 2 2 2 0 2 0 2 1 1 0 2 0 2 0 1 0 2 0 split_gain=1.89742 4.76497 6.29035 5.81768 2.79355 2.42379 2.12335 1.81085 3.20011 1.63411 1.54412 10.1303 17.2845 21.0061 14.2208 11.4103 10.8919 9.63227 8.79537 9.05976 11.6195 8.62381 32.6176 21.3942 14.214 12.8636 11.5189 10.8123 8.94194 8.51244 threshold=-65.499999999999986 15.500000000000002 -82.499999999999986 29455.711914062504 55938.710937500007 -57.499999999999993 -73.499999999999986 10.80550003051758 72035.476562500015 47554.107421875007 -3.4999999999999996 50.500000000000007 736.05068969726574 4706.8647460937509 181.1947937011719 74.500000000000014 862.00259399414074 2.5000000000000004 181.1947937011719 -15.499999999999998 -4.4999999999999991 37.500000000000007 6559.7421875000009 45.500000000000007 22009.412109375004 35.500000000000007 -8.4999999999999982 1.5000000000000002 54303.691406250007 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 -4 -5 7 -6 -2 -9 -1 11 12 14 17 -7 16 18 -14 19 -13 -21 24 23 -23 26 27 -15 -26 -24 -19 right_child=5 -3 3 4 6 10 -8 8 -10 -11 -12 15 13 21 -16 -17 -18 29 -20 20 -22 22 28 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0019307782913543627 0.023968532932324343 0.024115583212821118 -0.011431645257425868 -0.076649838485634739 0.0019540512690656904 0.0030443829637837039 -0.060135735494553942 -0.015672193680995206 0.030850186448331665 0.031687805206622163 -6.5674782764527499e-06 0.01707383778512634 0.023838977233647418 -0.00058556141513247555 -0.0020202524033943324 0.0026488475436634816 -0.0028027132535120534 0.0029907649842711203 0.0023821212185612061 -0.0084163393241555636 0.0039009796786566493 -0.018078363234976635 0.00052635934609793092 0.0036264554473638944 0.027736371958014223 0.012037110088781649 0.0028864987886522424 -0.0014881498500291628 -0.019281657961699148 7.9178872388696703e-05 leaf_weight=3.3520529437810227 6.630325533449648 3.2635799646377555 7.3289039228111506 2.4242978617548943 1.0059735774993894 592.33741035312414 0.97726721130311478 3.7126831328496337 2.0741275978507474 2.1269453149288893 301831.91520703677 18.45620396733284 18.9331808158895 1305.0981234572828 3165.3354026414454 640.54298359900713 2508.7529587931931 4491.6951457932591 824.09624244272709 219.1990360468626 100.54534885287285 165.326296672225 944.71058005839586 54.294872835278511 11.43922304199077 65.864868566393852 2521.3555162940174 2863.13112558797 20.96647422015667 1131.354569837451 leaf_count=36 85 38 81 23 74 2761 36 50 133 276 1305774 111 396 6754 14178 2955 11618 22746 3720 981 419 671 3939 221 1441 266 11968 14316 86 5612 internal_value=1.09226e-05 -0.00912041 -0.0154211 -0.0278114 -0.0550477 1.15006e-05 -0.0286415 0.0132656 0.00100251 0.0111199 1.09919e-05 0.000255643 0.000579024 0.00107683 -0.00122189 -0.00104579 -0.00169045 0.00247688 0.000710307 -0.00336342 -0.00454309 8.35078e-05 -0.00227702 -0.0127125 0.00049698 -0.0010715 0.00170227 -0.00137185 9.6294e-05 0.00240496 internal_weight=323528 20.479 17.2154 11.7364 4.40754 323508 1.98324 12.4171 5.78681 5.479 323495 21663.4 17351.8 13594.2 3757.67 4311.59 3671.05 5641.98 1162.3 338.201 319.744 7952.19 1185.3 219.621 6766.89 2940.44 3826.45 2874.57 965.677 5623.05 internal_count=1411765 564 526 214 133 1411201 110 268 183 312 1410933 105159 85355 68416 16939 19804 16849 28754 5231 1511 1400 39662 4917 892 34745 16023 18722 15757 4025 28358 is_linear=0 shrinkage=0.03 Tree=755 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 2 1 2 0 2 2 0 2 2 2 1 0 0 1 2 2 1 1 1 2 2 1 2 2 split_gain=2.60333 2.83636 2.07404 9.14267 24.9827 24.682 13.4962 14.3212 12.877 24.2725 28.5227 30.5246 22.7071 71.1188 48.8687 44.6204 27.6529 25.3667 49.8861 23.7787 23.505 22.362 21.0279 19.3826 14.7138 13.0618 13.0322 12.9921 12.6362 18.3372 threshold=98.500000000000014 1.0000000180025095e-35 6.5000000000000009 1921.9818115234377 2102.052612304688 1768.4891357421877 2192.347534179688 -2.4999999999999996 31791.298828125004 5.5000000000000009 2871.6833496093755 3267.230346679688 5.5000000000000009 37774.541015625007 37774.541015625007 33967.421875000007 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 2.5000000000000004 36363.248046875007 2243.352905273438 -4.4999999999999991 1.5000000000000002 -2.4999999999999996 26764.801757812504 27647.242187500004 -1.4999999999999998 2602.8994140625005 2385.3286132812505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 -5 -1 7 -6 9 28 21 -12 13 15 19 17 -17 18 -10 20 22 -11 -14 -16 25 -13 -26 -28 29 -8 right_child=1 -3 -4 4 6 -7 8 -9 12 10 11 24 14 -15 23 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.0018339794582476984 0.0043070704149958308 -0.016054858705223697 -2.7556169236568981e-05 -0.015757093119934739 -0.026526109846872238 0.024501082730383539 0.018135903165679253 0.0072467910849565598 0.0030769846781075112 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25.163768380880356 291.63259372115135 5061.594172505429 108.01500134915113 leaf_count=1738 38 328 1275312 429 73 314 98 1670 552 241 200 553 211 75721 5211 821 1256 955 221 378 850 937 2837 996 5059 208 129 1232 31619 513 internal_value=-7.00191e-06 -0.00921891 -6.21509e-06 0.00026439 0.000191278 0.00502766 0.000251862 0.00611293 0.000162466 -0.000899391 -0.00380088 -0.00522478 0.000640443 0.000163863 0.00336372 -0.008435 -0.0146275 -0.000459604 -0.0103683 0.00895084 0.0073524 0.00569032 0.00468195 7.09015e-06 -0.00454676 0.00469637 -0.00543815 -0.0108254 0.000162836 -0.00918974 internal_weight=323254 27.6081 323226 23627.6 23270.5 357.182 23182.4 348.278 22834.1 7087.9 1899.47 1651.68 15746.2 13401 2345.21 813.13 457.728 355.402 140.561 880.169 796.474 247.79 627.888 1465.04 1607.26 141.366 1465.89 316.796 5188.43 126.837 internal_count=1410700 366 1410334 135022 132970 2052 132541 1743 130798 40789 8559 7381 90009 79526 10483 3805 2077 1728 773 4276 3898 1178 3048 6207 7181 761 6420 1361 32230 611 is_linear=0 shrinkage=0.03 Tree=756 num_leaves=31 num_cat=0 split_feature=0 0 0 2 2 2 2 1 2 0 2 2 0 2 2 2 1 0 0 1 2 2 1 1 1 2 2 1 2 1 split_gain=2.4714 2.75957 1.95271 8.61651 23.4881 23.4773 12.7077 13.3494 12.118 22.8314 26.8337 28.565 21.3998 66.97 46.1937 42.0009 26.2047 23.8958 47.0901 22.6865 22.4082 21.041 19.6592 18.249 13.8416 12.449 12.2256 12.1994 12.0951 13.4517 threshold=98.500000000000014 99.500000000000014 6.5000000000000009 1921.9818115234377 1768.4891357421877 2102.052612304688 2192.347534179688 -2.4999999999999996 31791.298828125004 5.5000000000000009 2871.6833496093755 3267.230346679688 5.5000000000000009 37774.541015625007 37774.541015625007 33967.421875000007 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 2.5000000000000004 36363.248046875007 2243.352905273438 -4.4999999999999991 1.5000000000000002 -2.4999999999999996 26764.801757812504 27647.242187500004 -1.4999999999999998 2152.199340820313 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 -1 -5 7 -7 9 -8 21 -12 13 15 19 17 -17 18 -10 20 22 -11 -14 -16 25 -13 -26 -28 -9 -30 right_child=1 -3 -4 5 -6 6 8 28 12 10 11 24 14 -15 23 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31 leaf_value=0.0017793256646479059 -0.005241984061996093 -0.033032058849418566 -2.6729486011925862e-05 -0.015265099514335346 0.023973028050010701 -0.025323681884459211 0.00015796220121752061 -0.0051283657714403528 0.0029857731604278725 -0.012194605586511049 -0.028750792184923473 -0.00070328086744357175 -0.018701717863933733 0.00069788292627228027 -0.0014831558919598017 -0.0042842211373375289 -0.019398600527128808 0.0058480717852582827 -0.03319222135122514 0.023634188829002568 0.016904235027154296 0.009837377357830095 0.005762059630236566 0.0075300755177464861 -0.0038338015758307403 0.019641469781475931 0.0096064592618614678 -0.01220938875008748 0.011238737378815762 -0.018806762979250439 leaf_weight=306.79488833062351 23.653593066614125 3.7219412028789511 299598.70351473428 88.174343295395374 49.897225230932236 11.877596348524092 5188.2444900310365 60.344210997223854 89.727923713624477 48.514701634645462 44.594106554985046 104.4821216352284 31.107185523957014 12585.302557769348 1222.9237702339888 157.39449439384043 300.04177010804415 214.6420391947031 50.663737654685974 83.008395627140999 167.35936631634831 199.17650152742863 595.88510936498642 242.21416456997395 1149.251576140523 36.53426855057478 25.047314643859863 292.15701311826706 261.71424458920956 14.135291486978529 leaf_count=1738 321 45 1275312 429 314 73 32230 298 552 241 200 553 211 75721 5211 821 1256 955 221 378 850 937 2837 996 5059 208 129 1232 1310 62 internal_value=-6.78803e-06 -0.00902029 -6.02462e-06 0.000256585 0.00488398 0.000185638 0.00024442 0.0059334 0.000157678 -0.00087234 -0.0036861 -0.00506666 0.000621505 0.000158972 0.00326694 -0.00818885 -0.0141981 -0.000446416 -0.0100699 0.008711 0.00715156 0.00552202 0.00454833 6.89652e-06 -0.00440962 0.0045676 -0.00527288 -0.0104868 0.0070377 0.00969912 internal_weight=323247 27.3755 323220 23621.2 356.692 23264.5 23176.3 348.071 22828.3 7088 1899.76 1652.07 15740.3 13397.8 2342.5 812.47 457.436 355.034 140.392 877.36 794.352 247.691 626.992 1465.14 1607.47 141.016 1466.46 317.204 336.194 275.85 internal_count=1410700 366 1410334 135022 2052 132970 132541 1743 130798 40789 8559 7381 90009 79526 10483 3805 2077 1728 773 4276 3898 1178 3048 6207 7181 761 6420 1361 1670 1372 is_linear=0 shrinkage=0.03 Tree=757 num_leaves=31 num_cat=0 split_feature=0 1 2 1 0 0 2 2 0 2 0 1 2 1 2 2 2 1 0 1 2 0 2 3 0 2 1 1 0 2 split_gain=2.33924 2.69422 1.97194 1.95263 11.2889 15.6677 13.0018 20.2489 10.4136 16.3676 22.8265 13.6132 14.0681 10.9858 10.827 13.0543 12.0719 11.6106 10.1493 13.9948 9.87726 26.9723 11.6456 9.75108 14.135 17.3306 21.2942 12.8671 12.329 23.4846 threshold=98.500000000000014 1.0000000180025095e-35 43957.078125000007 -3.4999999999999996 50.500000000000007 74.500000000000014 1864.7654418945315 4706.8647460937509 37.500000000000007 6559.7421875000009 45.500000000000007 -8.4999999999999982 58108.183593750007 -10.499999999999998 99995.847656250015 32790.857421875007 43957.078125000007 -23.499999999999996 18.500000000000004 -27.499999999999996 16543.466796875004 9.5000000000000018 8430.8989257812518 5.9049999713897714 12.500000000000002 3267.230346679688 -12.499999999999998 -10.499999999999998 35.500000000000007 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -6 -1 23 11 10 -10 14 -13 -11 15 18 -17 -18 19 20 22 -22 -9 28 -25 -26 -27 -28 -8 -30 right_child=1 2 -4 -5 5 -7 7 8 9 13 -12 12 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 24 25 26 27 -29 29 -31 leaf_value=-0.00065248841293032579 0.0043345522163995061 -0.0076474521630674067 -0.028039764649237821 -2.5609211163305535e-05 -0.001864150077633983 0.0032005241489531009 0.0055399397600454335 -0.02811798055196351 -0.014974508727581074 0.008031823261873839 0.0071405599715609613 0.0026494164187455486 -0.0016525760454638 -0.0018040349497790481 0.0045274234683353306 -0.010950343502430024 0.0088974942695772118 -0.004754449783858525 -0.0021604283931849844 0.0051245387713094222 0.0065693885778181351 -0.028746746709046939 0.0075045371036435386 0.0015659772571555665 0.013881296179617029 0.016131546073547089 -0.033273249390097258 -0.0065243682299206043 0.0042859822838920729 -0.0018520023774573425 leaf_weight=5157.3914579730481 9.2698433995246905 10.970052909106018 6.9853705996647468 301539.24381803011 3665.562142893672 646.71275644749403 1405.5421032403829 9.5393386976793391 171.88164576888084 116.02786841988564 55.5909663438797 3318.7971460288391 861.77763709612191 857.50305895507336 282.26398195093498 228.00839641969651 69.369998117908835 292.36823296546936 1055.9254036471248 483.52326512895525 35.653051124885678 42.86158911138773 61.563199800439179 349.57509251404554 20.383462354540825 14.546917617321013 45.37744165956974 25.158259019255638 1507.8168140053749 893.43562886118889 leaf_count=23868 38 107 221 1304373 16829 2980 7127 63 698 531 226 15632 4771 3522 2718 1234 594 1600 4889 2738 319 258 501 2117 97 75 200 114 8159 4101 internal_value=-6.58083e-06 -0.00879993 -0.0155809 -5.84014e-06 0.000269195 -0.0011046 0.000610412 0.00114409 0.000248979 -0.00232467 -0.00956991 0.000707467 0.00176261 -0.000631773 -0.0010149 -0.00170139 -0.00554408 -0.00213644 -0.000359698 0.00264349 -0.00537462 -0.0127099 0.00272531 0.00281228 -0.00133825 -0.0109645 -0.0169169 -0.0237326 0.00330841 0.00200222 internal_weight=323241 27.2253 17.9554 323213 21674.2 4312.27 17361.9 12204.5 7942.65 1201 227.473 6741.65 4180.57 973.531 2561.08 2278.81 589.747 361.738 1689.07 633.14 149.617 78.5146 71.1025 4261.84 455.041 105.466 85.0826 70.5357 3806.79 2401.25 internal_count=1410700 366 328 1410334 105961 19809 86152 62284 40294 4977 924 35317 20403 4053 14914 12196 3428 2194 8768 3879 1141 577 564 21990 2603 486 389 314 19387 12260 is_linear=0 shrinkage=0.03 Tree=758 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 2 1 2 2 0 2 2 2 0 2 0 2 2 2 1 0 0 1 2 1 1 2 0 split_gain=2.22162 2.57593 1.94396 1.84176 8.12393 22.3456 22.0656 11.9719 12.4766 11.6568 12.7548 34.1484 20.4612 16.3378 12.9835 33.9783 22.1439 20.1956 63.0334 43.712 39.5211 24.8793 22.5102 44.46 21.6317 21.3518 18.1059 17.1784 17.0058 13.9572 threshold=98.500000000000014 1.0000000180025095e-35 43957.078125000007 6.5000000000000009 1921.9818115234377 1768.4891357421877 2102.052612304688 2192.347534179688 -2.4999999999999996 2602.8994140625005 3038.2934570312505 3.5000000000000004 2817.958129882813 3152.5231933593755 31791.298828125004 5.5000000000000009 3267.230346679688 5.5000000000000009 37774.541015625007 37774.541015625007 33967.421875000007 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 2.5000000000000004 36363.248046875007 -4.4999999999999991 1.5000000000000002 3267.230346679688 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 5 -1 -6 8 -8 -9 11 12 -11 -12 15 16 29 18 20 24 22 -22 23 -16 25 26 -19 -21 -17 -15 right_child=1 2 -4 -5 6 -7 7 9 -10 10 13 -13 -14 14 17 28 -18 19 -20 27 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0017279315999475951 0.0042071189629975169 -0.0074597248619577509 -0.027880647719440578 -2.5765764292822818e-05 -0.01478996973419628 0.023454343547172154 -0.024231198417089064 -0.0070810850545659394 0.0068397185905122353 -0.035380350986073408 -0.020096498331932999 0.0075693785052401924 0.0031019421873275167 -0.015294371011323447 0.0028983696312254552 -0.025971434049375811 -2.3549593880484572e-05 -0.017711865408591557 0.00067828584947095965 -0.0014367002520968186 -0.0041351034048651494 -0.018857104353710446 0.0056794865189913075 -0.032290639838170564 0.023119864262038124 0.016522228370945146 0.0056011433208451459 0.0073109058754737338 -0.0042812820782617451 0.017654855639394774 leaf_weight=306.74211838655174 9.2641961425542849 10.909663245081903 6.8170280912891021 299592.00321156718 88.274141050875187 49.476891994476318 12.048956736922262 198.70388692617416 335.5962975025177 28.268674068152905 35.95485895127058 450.76929300278425 22.20136359333992 13.162686482071875 89.697506895288825 33.204191878437996 4602.2926150355488 31.574293725192547 12582.967338395189 1223.2213595360518 157.74269942753017 299.39558210223913 214.45250431448221 50.512142047286034 82.322574838995934 166.17658568918705 594.6442105025053 242.01954063773155 1607.5136286690831 95.64837521314621 leaf_count=1738 38 107 221 1275312 429 314 73 968 1670 184 168 2142 106 66 552 148 29386 211 75721 5211 821 1256 955 221 378 850 2837 996 7181 440 internal_value=-6.37863e-06 -0.00861293 -0.0153129 -5.6599e-06 0.000249418 0.00474561 0.000180555 0.000237591 0.00576284 0.000153427 0.000216967 0.00494924 -0.0184523 0.000109746 0.00014264 -0.00100217 0.000292704 0.00060478 0.000155562 0.00317626 -0.00794669 -0.013777 -0.000431714 -0.00977888 0.00848313 0.00696251 0.00442569 8.17589e-06 -0.00472024 0.013669 internal_weight=323234 26.9909 17.7267 323207 23614.6 356.219 23258.4 23170.1 347.645 22822.4 22623.7 501.239 50.47 22122.5 22086.5 6351.82 4711.1 15734.7 13394.8 2339.96 811.8 457.138 354.662 140.21 874.718 792.395 626.219 1465.24 1640.72 108.811 internal_count=1410700 366 328 1410334 135022 2052 132970 132541 1743 130798 129830 2432 290 127398 127230 37221 29892 90009 79526 10483 3805 2077 1728 773 4276 3898 3048 6207 7329 506 is_linear=0 shrinkage=0.03 Tree=759 num_leaves=31 num_cat=0 split_feature=0 1 2 1 0 0 2 2 0 2 0 1 2 1 1 2 0 1 3 0 2 1 1 0 2 2 1 0 2 2 split_gain=2.10957 2.46233 1.91551 1.858 10.636 14.7431 12.2677 19.0746 9.81618 15.5778 19.4374 12.7959 13.2816 11.7433 14.2953 10.5197 10.1898 11.2292 9.16034 13.2813 16.2448 19.887 11.8807 11.6532 22.1448 20.4009 17.8148 16.1753 10.2784 10.2181 threshold=98.500000000000014 1.0000000180025095e-35 43957.078125000007 -3.4999999999999996 50.500000000000007 74.500000000000014 1864.7654418945315 4706.8647460937509 37.500000000000007 8226.4770507812518 44.500000000000007 -8.4999999999999982 58108.183593750007 -4.4999999999999991 -10.499999999999998 10120.596191406252 11.500000000000002 -31.499999999999996 5.9049999713897714 12.500000000000002 3267.230346679688 -12.499999999999998 -10.499999999999998 35.500000000000007 3673.091186523438 3527.054809570313 -7.4999999999999991 19.500000000000004 3991.455688476563 2983.330444335938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 4 6 -6 -1 18 11 10 13 16 -13 14 -10 -11 -9 -18 23 -20 -21 -22 -23 25 26 27 -25 29 -26 -8 right_child=1 2 -4 -5 5 -7 7 8 9 15 -12 12 -14 -15 -16 -17 17 -19 19 20 21 22 -24 24 28 -27 -28 -29 -30 -31 leaf_value=-0.00063219375378358522 0.0040833920022790597 -0.007275699180044384 -0.027720638016593278 -2.4769692160258277e-05 -0.0018063448502023561 0.0031085609811977153 0.02076513653754989 0.0021318886319828161 0.0086683624222221572 0.0064121411801002469 0.0030910086616971377 0.0025753964080430865 -0.001604677108667968 0.00031931197761099722 -0.018451733397132682 -0.0017804458947797881 0.0065398046580488591 -0.0027544465515191583 0.0015308751959055254 0.013539907797474026 0.015769612233775994 -0.031953460783805399 -0.0063135799017255559 0.0083489742443035274 -0.00074390707780644047 0.0077593014733256145 0.0016190077983609509 -0.0025238829740637492 -0.011643383775082491 -0.0095769568165648099 leaf_weight=5158.530762700364 9.2586376965045947 10.850941486656668 6.6531671164557329 301532.14063387376 3667.7753890752792 646.04075410217047 47.0692133679986 691.28258540970273 19.473077401518822 178.59309554100037 106.97043557465076 3316.0886745154858 861.92256600735709 52.52648489177227 171.99559782445431 671.19093284010887 125.40592145174742 1744.0646485835314 349.37943469453603 20.273330956697464 14.436764597892759 45.825977891683578 25.214305430650711 569.66821464151144 807.82039891183376 980.86684560636058 935.03029757738113 361.51301933079958 86.173909887671471 12.679914623498915 leaf_count=23868 38 107 221 1304373 16829 2980 234 6133 79 747 437 15632 4771 211 700 2803 921 7860 2117 97 75 200 114 3590 3705 5033 4569 1798 396 62 internal_value=-6.18523e-06 -0.00842857 -0.0150467 -5.48781e-06 0.000262841 -0.00107028 0.000594227 0.00111299 0.000244324 -0.00225464 -0.00757168 0.000689603 0.00171305 -0.0122463 -0.0156935 -5.86678e-05 -0.000980206 -0.00213098 0.00273349 -0.00128859 -0.0106036 -0.0163299 -0.0228531 0.00321511 0.00194509 0.0053878 0.00416693 -0.000134009 -0.00179453 0.014326 internal_weight=323227 26.7627 17.5041 323200 21667.8 4313.82 17354 12195.5 7939.51 1200.75 350.966 6738.76 4178.01 243.995 191.469 849.784 2560.75 1869.47 4255.95 455.13 105.75 85.477 71.0403 3800.82 2398.69 1402.13 1504.7 421.262 893.994 59.7491 internal_count=1410700 366 328 1410334 105961 19809 86152 62284 40294 4977 1427 35317 20403 990 779 3550 14914 8781 21990 2603 486 389 314 19387 12260 7127 8159 2094 4101 296 is_linear=0 shrinkage=0.03 Tree=760 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 1 0 1 2 0 2 1 0 1 0 1 2 0 2 2 0 0 2 2 1 2 0 0 split_gain=2.60548 7.93011 17.6793 46.2321 38.226 25.8257 63.1861 21.364 19.1053 18.9332 17.3313 64.7455 29.2985 20.0574 31.7772 16.0886 16.0588 15.9239 14.2312 12.988 66.7013 18.3937 31.4919 18.2267 46.8122 30.3624 17.1131 16.4805 14.5677 15.8152 threshold=55.500000000000007 4158.8854980468759 2385.3286132812505 2192.347534179688 57.500000000000007 2983.330444335938 58.500000000000007 4.5000000000000009 60.500000000000007 3.5000000000000004 2471.414184570313 57.500000000000007 2680.677124023438 1.0000000180025095e-35 57.500000000000007 1.0000000180025095e-35 61.500000000000007 -24.499999999999996 2243.352905273438 58.500000000000007 3383.5720214843755 3093.6569824218755 59.500000000000007 56.500000000000007 3038.2934570312505 3152.5231933593755 4.5000000000000009 3673.091186523438 64.500000000000014 62.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 7 6 10 15 18 -8 11 -4 -12 14 -14 -5 -11 -7 -6 20 23 22 26 25 -25 -19 -21 -22 29 -24 right_child=1 -3 5 4 8 17 9 -9 -10 16 12 -13 13 -15 -16 -17 -18 19 -20 21 27 -23 28 24 -26 -27 -28 -29 -30 -31 leaf_value=4.3148731173102811e-05 -0.00021748926349290842 0.00023770462973243483 -0.015459228074906153 0.0099572107935027472 -0.025323999871851802 -0.030596655289084056 0.0015251951012127706 -0.0051477322945874234 0.0078753092213929635 -0.01525317901593516 -0.017810442349886671 0.03056564890230256 0.0037325829496684293 -0.010402090571450924 -0.018542011930729598 0.027199335865966474 0.0016954456539991472 0.017234048235630808 -0.0014826393965475689 -0.024247696244939141 -0.019605309588811064 -0.0007792464268936072 -0.0030863634624720433 -0.012058020345854664 0.0076459015695593624 -0.019221565394661855 0.011073370042670718 -0.0033402816428580013 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-0.00821378 -0.00061165 -0.00483525 -0.00055801 0.00160157 -0.00116655 -0.00732611 0.00668872 0.00453387 0.0138636 -0.0201758 -0.00443336 -0.00195308 0.00412214 internal_weight=323398 59027.6 34680.3 22874.4 676.547 11805.8 2895.4 242.115 434.432 1558.83 1336.57 115.761 1220.8 918.411 334.789 209.141 207.195 8910.45 186.46 8894.54 1955.37 6939.17 410.516 1061 815.947 245.055 121.042 894.371 289.474 159.499 internal_count=1411335 250117 147634 97724 2782 49910 11922 987 1795 6449 5473 473 5000 3761 1398 851 889 37988 764 37918 8363 29555 1695 4372 3341 1031 501 3991 1194 654 is_linear=0 shrinkage=0.03 Tree=761 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 1 0 1 2 0 2 1 0 0 1 1 2 2 2 0 0 0 2 0 2 2 1 2 split_gain=2.45163 7.46217 16.6403 43.5015 36.0029 24.3092 59.4853 20.1078 17.972 17.8388 16.3159 60.9593 27.549 18.8997 29.854 15.1751 15.0775 14.8449 13.3622 12.7064 14.562 24.8674 24.4783 38.2557 16.1831 18.6291 33.0898 26.7449 12.6726 12.6403 threshold=55.500000000000007 4158.8854980468759 2385.3286132812505 2192.347534179688 57.500000000000007 2983.330444335938 58.500000000000007 4.5000000000000009 60.500000000000007 3.5000000000000004 2471.414184570313 57.500000000000007 2680.677124023438 1.0000000180025095e-35 57.500000000000007 61.500000000000007 1.0000000180025095e-35 -24.499999999999996 2243.352905273438 1248.5628051757815 1395.3037719726565 60.500000000000007 65.500000000000014 71.500000000000014 1443.1333007812502 58.500000000000007 1921.9818115234377 1591.3311157226565 1.0000000180025095e-35 224.80538177490237 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 19 7 6 10 16 18 -8 11 -4 -12 14 -14 -11 -5 -7 -6 29 21 -21 24 28 -22 27 -27 -26 -24 -2 right_child=1 -3 5 4 8 17 9 -9 -10 15 12 -13 13 -15 -16 -17 -18 -19 -20 20 22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=4.1854287898517427e-05 -0.001283035844593577 0.00023057909609935874 -0.014996681018145561 0.009675655656819479 -0.024524046579726864 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405.97769652307034 148.25284290313721 861.14988690987229 50.50470906496048 306.13759213685989 125.66257463395596 270.7050521671772 217.32322315871716 14813.022293239832 leaf_count=1161218 21211 102483 289 323 108 70 5560 136 1031 512 1239 184 1097 2363 301 377 528 37918 656 433 214 1785 598 3671 210 1261 515 1116 958 62970 internal_value=2.82513e-06 -0.000171989 -0.000454636 1.74294e-05 0.0075114 -0.00136952 -0.00375803 0.0167852 0.00234677 0.00022379 -0.00840322 0.00236283 -0.00942419 -0.00683701 -0.00115504 -0.0079803 0.0202184 -0.000593438 -0.00468891 -0.000210969 -0.00220849 -0.00675451 -0.00107273 -0.00373941 0.0029951 0.00410453 0.0081743 -0.00136644 -0.0118704 4.69429e-05 internal_weight=323393 59023.3 34676.6 22873.9 676.524 11802.6 2894.45 241.993 434.531 1558.51 1335.94 115.716 1220.23 917.867 334.728 206.87 209.045 8908.18 186.508 22197.4 2538.31 507.395 2030.91 1226.73 804.184 753.01 431.8 321.21 365.576 19659.1 internal_count=1411335 250117 147634 97724 2782 49910 11922 987 1795 6449 5473 473 5000 3761 1398 889 851 37988 764 94942 10761 2218 8543 5227 3316 3102 1776 1326 1556 84181 is_linear=0 shrinkage=0.03 Tree=762 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 2 1 1 1 1 0 0 0 1 1 2 0 2 2 0 0 0 2 0 2 2 2 1 split_gain=2.30688 7.02173 15.6585 40.9362 33.9195 23.0384 65.7533 28.8175 20.8748 18.932 18.3914 19.7212 21.1947 28.8248 16.9065 15.1366 14.1446 12.5518 12.0023 11.9622 13.7232 23.509 23.0411 36.0539 15.2351 17.5465 31.258 25.1583 11.8945 17.8807 threshold=55.500000000000007 4158.8854980468759 2385.3286132812505 2192.347534179688 57.500000000000007 2928.0368652343755 57.500000000000007 2680.677124023438 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 62.500000000000007 81.500000000000014 60.500000000000007 -24.499999999999996 1.0000000180025095e-35 2243.352905273438 61.500000000000007 1248.5628051757815 1395.3037719726565 60.500000000000007 65.500000000000014 71.500000000000014 1443.1333007812502 58.500000000000007 1921.9818115234377 1591.3311157226565 224.80538177490237 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 19 9 6 7 -4 -9 16 11 -8 -13 -14 17 -7 -5 -6 -12 28 21 -21 24 -24 -22 27 -27 -26 -2 -30 right_child=1 -3 5 4 14 15 10 8 -10 -11 18 12 13 -15 -16 -17 -18 -19 -20 20 22 -23 23 -25 25 26 -28 -29 29 -31 leaf_value=4.059870337170213e-05 -0.0012447611422731686 0.00022366695007989412 -0.018029286244628014 0.0094020135213897568 -0.02375747114667294 -0.028676676713099643 -0.0031203791830207031 0.0010993482324732017 -0.010789385091263376 -0.0048510959906080189 -0.013039844979293162 0.008200634610676388 -0.0069706188707793371 0.012108656181623196 0.0074070099192307497 -0.00058081784066765253 0.025586106242880827 -0.0013949272431405977 0.0013600153680743195 -0.019502450952944554 -0.012938766970378478 -0.003333989678739459 -0.011528381885854182 -0.0002789924869080642 0.018110731788024515 0.0027680077061250541 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13.9224 21.6616 16.6827 22.2659 threshold=55.500000000000007 4158.8854980468759 2385.3286132812505 2192.347534179688 57.500000000000007 2928.0368652343755 57.500000000000007 2680.677124023438 1.0000000180025095e-35 4.5000000000000009 3.5000000000000004 1.0000000180025095e-35 62.500000000000007 81.500000000000014 60.500000000000007 -24.499999999999996 1.0000000180025095e-35 2243.352905273438 1.0000000180025095e-35 66.500000000000014 77.500000000000014 2243.352905273438 63.500000000000007 7882.7980957031259 -20.499999999999996 76.500000000000014 5579.1726074218759 67.500000000000014 74.500000000000014 6409.8125000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 9 6 7 -4 -9 16 11 -8 -13 -14 17 -7 -5 -6 20 -20 21 -16 -23 25 -25 26 -3 -28 -29 -30 right_child=1 23 5 4 14 15 10 8 -10 -11 -12 12 13 -15 18 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 28 29 -31 leaf_value=3.938078974889856e-05 -0.00019853776926064437 0.00069722838668745965 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33.132700264453888 94.703663632273674 40.732754930853844 12.530915245413778 46.749863013625145 22.920523263514042 17979.172763684765 1492.9898408353329 621.61459609866142 838.96657182276249 200.51469132304192 391.07800939679146 leaf_count=1161218 94942 11436 1230 323 108 75 2547 861 1519 136 1000 1860 1047 424 83 39347 528 656 133 399 175 52 189 251 76115 6193 2572 3478 819 1619 internal_value=2.65658e-06 -0.000161849 -0.000427836 1.63888e-05 0.00707001 -0.00128878 -0.00374067 -0.0101719 -0.00638995 0.0158182 -0.000337224 0.000895544 0.00386782 -0.00152351 0.00220736 -0.000614309 0.0190538 -0.00441006 0.00718375 0.013482 0.000489041 -0.0063534 -0.014011 0.000216962 -0.00016961 0.001314 0.00207361 0.00395046 0.00598219 0.00212419 internal_weight=323387 59017.9 34672.3 22871.3 676.291 11800.9 2545.92 881.056 581.002 241.613 1664.86 1432.51 814.829 351.201 434.678 9255.02 208.715 186.576 248.102 127.836 120.266 79.5332 59.2808 24345.6 18002.1 6343.53 4850.54 2052.17 1430.56 591.593 internal_count=1411335 250117 147634 97724 2782 49910 10488 3610 2380 987 6878 5878 3331 1471 1795 39422 851 764 1031 532 499 324 241 102483 76366 26117 19924 8488 5916 2438 is_linear=0 shrinkage=0.03 Tree=764 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 2 0 2 0 2 0 2 1 0 2 0 0 2 1 2 1 1 1 2 0 0 1 2 split_gain=2.04245 6.39988 12.493 35.0934 15.6492 34.0462 39.2676 12.0409 13.5171 11.9492 10.9572 14.0318 17.1567 10.797 16.6559 12.4366 13.116 20.4102 15.7366 20.9589 15.1104 12.2721 21.5042 11.7924 11.2597 10.8687 19.6169 18.7439 10.6011 10.1995 threshold=55.500000000000007 224.80538177490237 455.77806091308599 61.500000000000007 286.97653198242193 67.500000000000014 2.5000000000000004 219.02408599853518 69.500000000000014 4158.8854980468759 74.500000000000014 440.65109252929693 71.500000000000014 7882.7980957031259 -20.499999999999996 76.500000000000014 5579.1726074218759 67.500000000000014 74.500000000000014 6409.8125000000009 -6.4999999999999991 6113.6403808593759 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0.00493051 -0.0012017 -0.00771804 -0.000248393 -0.000857564 -0.00185657 0.00917143 0.000210483 -0.000164512 0.00127494 0.00201209 0.00383462 0.00580834 0.00206134 0.00610826 -0.0058206 0.000122668 -0.000703585 0.00711069 -0.00111929 0.00245406 -0.00295288 0.0264363 0.00501137 internal_weight=323384 59014.9 54170.6 7655.12 6055.39 4133.6 1366.11 4844.3 242.436 46515.4 2767.49 2161.97 99.0809 24343.9 18002 6341.9 4848.96 2050.79 1429.21 591.363 390.741 200.623 122.211 621.578 379.776 1492.94 506.283 986.653 34.0172 1599.73 internal_count=1411335 250117 228906 32479 25856 17501 5695 21211 1062 196427 11806 9227 415 102483 76366 26117 19924 8488 5916 2438 1619 819 498 2572 1566 6193 2078 4115 141 6623 is_linear=0 shrinkage=0.03 Tree=765 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 3 2 1 1 1 1 2 2 1 2 2 0 1 2 1 2 1 2 2 0 0 split_gain=1.81324 16.1662 31.1731 20.0419 15.0534 28.9121 24.7122 19.9223 18.4073 17.4874 17.1997 16.7076 15.647 10.0997 10.0883 8.1605 7.63429 32.5773 27.1488 20.2027 12.1362 9.48211 7.96821 25.4842 20.5291 15.6341 17.3114 7.663 7.35018 7.30753 threshold=28.166500091552738 1921.9818115234377 2817.958129882813 1864.7654418945315 68532.378906250015 33967.421875000007 75297.019531250015 72035.476562500015 1.0000000180025095e-35 40.666500091552741 64691.324218750007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 15066.298339843752 28492.581054687504 1.0000000180025095e-35 29455.711914062504 30553.010742187504 2.5000000000000004 -17.499999999999996 5699.5627441406259 1.0000000180025095e-35 5216.6582031250009 1.0000000180025095e-35 4805.4782714843759 6409.8125000000009 2.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 13 5 12 7 11 -7 -9 -10 14 16 -2 -6 -14 21 18 -18 -19 -20 -4 24 27 25 26 -23 28 -24 -26 right_child=1 2 4 -5 6 8 -8 9 10 -11 -12 -13 15 -15 -16 -17 17 19 20 -21 -22 22 23 -25 29 -27 -28 -29 -30 -31 leaf_value=3.0309820521185661e-05 0.016453986676200669 -0.026580106958010538 0.02741253480982692 0.034074670780564212 0.0068871073762319102 -0.0010688167241103591 -4.949730032739314e-05 0.015848689189932555 -0.010021843094219681 -0.011335176818901501 0.0014837241954434718 0.024607622578275548 -0.0048825992703471705 -0.012600095881469322 -0.0048869476120810404 -0.021972349612968779 -0.049047734622930411 0.032777042581047702 -0.016783761378090175 0.0050641024779427609 0.009746215854564597 -0.001675657732542121 0.0065337401652329164 -0.0050477232682523262 0.039987679399658499 0.0059301145211917592 -0.031331859193616064 0.0039554596500460211 -0.026656139251436981 0.013951344923628413 leaf_weight=313621.97604813438 20.537910781800747 41.031932502985001 11.450280549470333 27.264424007385969 103.94405097980052 559.83869014680386 5401.9028181830654 214.88460268825293 697.8696267940104 23.641602095216513 140.47318701446056 25.993927016854286 71.670074928551912 22.636456534266472 177.05994784459472 38.739903494715691 12.014325270429252 46.219500809907913 24.607717653736472 48.536289781332016 42.014225423336029 350.69160176627338 10.170089954510331 745.29935091733932 11.968148611485956 314.18966591358185 18.657590553164482 576.74782866518945 14.664026081562042 51.233968824148178 leaf_count=1344624 186 260 212 202 878 3794 39214 1693 3615 215 643 148 315 115 797 203 73 194 239 241 234 2456 132 4809 178 1330 120 4319 84 251 internal_value=1.77246e-05 -0.000383149 -0.000486338 0.0139374 -0.00037635 -0.00185476 0.000565037 0.0066503 -0.00528106 0.0131544 -0.00809396 0.00159688 0.000150611 0.00122084 -0.000531697 -0.0108789 0.000685081 0.00673575 -0.00753858 0.0185818 -5.29908e-05 0.000186695 3.77939e-05 -0.00134028 0.0025234 0.00101086 -0.00317373 0.00325287 -0.0130642 0.0188817 internal_weight=323468 9845.95 9775.51 70.4388 9734.48 3787.06 5947.43 545.524 1398.18 238.526 838.343 306.998 2388.87 43.1744 281.004 110.41 2278.46 173.392 78.6363 94.7558 66.6219 2105.07 2093.62 1346.88 746.741 683.539 369.349 601.582 24.8341 63.2021 internal_count=1411774 67150 66647 503 66387 23442 42945 3731 8052 1908 4258 1823 15390 301 1675 518 14872 981 546 435 473 13891 13679 9344 4335 3906 2576 4535 216 429 is_linear=0 shrinkage=0.03 Tree=766 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 3 2 1 1 1 1 2 2 2 2 3 2 3 2 1 2 2 0 1 2 1 split_gain=1.70642 15.392 29.6008 19.2942 14.1794 27.2499 23.3858 19.0064 17.4213 16.6316 16.2637 15.9394 14.786 9.59187 9.51239 7.8246 7.15646 13.4309 8.80489 7.54777 7.24465 20.099 7.15276 30.5328 24.8628 18.8361 11.3608 9.13776 7.49963 24.0334 threshold=28.166500091552738 1921.9818115234377 2817.958129882813 1864.7654418945315 68532.378906250015 33967.421875000007 75297.019531250015 72035.476562500015 1.0000000180025095e-35 40.666500091552741 64691.324218750007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 15066.298339843752 36363.248046875007 50009.173828125007 54303.691406250007 40.666500091552741 39196.445312500007 40.666500091552741 28492.581054687504 1.0000000180025095e-35 29455.711914062504 30553.010742187504 2.5000000000000004 -17.499999999999996 5699.5627441406259 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 13 5 12 7 11 -7 -9 16 14 22 -2 -6 -14 -10 20 19 -19 21 -18 27 24 -24 -25 -26 -4 -29 -30 right_child=1 2 4 -5 6 8 -8 9 10 -11 -12 -13 15 -15 -16 -17 17 18 -20 -21 -22 -23 23 25 26 -27 -28 28 29 -31 leaf_value=2.9400554695855627e-05 0.016148252373769826 -0.026009593368681198 0.027219895347458441 0.033659060101887441 0.0067136706770407435 -0.0010361123595312301 -4.8011183250627561e-05 0.015527568004584352 -0.01954928805450519 -0.010986168501403848 0.0014396848672585958 0.024185937836706032 -0.0047416211214113208 -0.012286809804599274 -0.00473437169702603 -0.021534822778371394 0.0018401722556199989 -0.011574608357503997 -0.0092688299570957977 -0.028727219523581853 0.0048875360487831065 -0.035074693117080079 -0.046481230823108316 0.031616442625811987 -0.016103803593430603 0.0049046673831182955 0.0095021531111007945 0.002445857409848891 0.0031615153187860554 -0.004907652235271562 leaf_weight=313621.84543538024 20.302552500739694 40.679403517395258 11.189330750145016 26.780401889234781 103.43818491045386 560.17917890707031 5401.9799289081711 212.78094828687608 61.208925113081932 23.660578202456236 140.4278586357832 25.658832535147667 71.588205263018608 22.519029304385185 177.27972770482302 38.347182847559452 47.938404992222786 49.681171722710133 391.41887389868498 43.135538004338741 83.888682279735804 18.357722818851471 12.292953750118611 46.474653780460358 24.873191652819514 48.609489873051643 41.803792826831341 747.43605797737837 600.44817901775241 743.60030396655202 leaf_count=1344624 186 260 212 202 878 3794 39214 1693 281 215 643 148 315 115 797 203 195 209 1953 320 570 87 73 194 239 241 234 4335 4535 4809 internal_value=1.71965e-05 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9.1085 8.96911 7.50167 7.12509 9.9889 28.0649 12.8822 10.4898 9.0825 8.75539 6.81471 12.7353 8.48604 7.46623 6.83214 19.2309 6.70406 threshold=28.166500091552738 1921.9818115234377 2817.958129882813 1864.7654418945315 68532.378906250015 33967.421875000007 75297.019531250015 72035.476562500015 1.0000000180025095e-35 40.666500091552741 64691.324218750007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 15066.298339843752 52302.683593750007 43957.078125000007 40.666500091552741 1.5000000000000002 45473.716796875007 58108.183593750007 36363.248046875007 36363.248046875007 50009.173828125007 54303.691406250007 40.666500091552741 39196.445312500007 40.666500091552741 28492.581054687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 13 5 12 7 11 16 -9 23 14 29 -2 -6 -14 17 22 -19 20 -20 -18 -7 -10 27 26 -26 28 -25 -4 right_child=1 2 4 -5 6 8 -8 9 10 -11 -12 -13 15 -15 -16 -17 21 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=2.8518551951331727e-05 0.015845764622769987 -0.025448248384789134 0.00017638872817037318 0.033247441196653058 0.0065438597272191945 -0.012186597891255571 -4.656987434517453e-05 0.01521085361717766 -0.019087361528696591 -0.010648065676127489 0.0013969375563253664 0.023770709060883459 -0.0046046067743820357 -0.011980443014118615 -0.0045867839526659996 -0.021105415366596127 0.0080319362586787988 -0.03152911320121924 0.022220668180291267 0.010236574805429393 -0.019750731210095601 -0.0023456508894443727 0.0059413996594684833 0.001784580145116966 -0.011249327198380104 -0.0090172075913017534 -0.028403182684476495 0.0047313538360203699 -0.034505279953552022 0.0062935274905346695 leaf_weight=313621.71843791381 20.072928212583065 40.334705654531717 2099.2665253095329 26.305813752114773 102.94627297110856 32.418197631835938 5402.0547805791721 210.72651474550366 60.815535545349121 23.679217169061303 140.3837828785181 25.32886666059494 71.508066244423389 22.403814882040024 177.49120730906725 37.959493830800056 131.02820387482643 39.918499611318111 6.3520635189488521 43.990085609257221 34.288676971569657 180.41148617677391 92.10203303117305 47.94859367609024 49.585664987564087 390.2884711548686 42.331036306917667 84.055545203387737 18.104689121246338 174.65962323360145 leaf_count=1344624 186 260 13891 202 878 177 39214 1693 281 215 643 148 315 115 797 203 841 206 133 262 329 1269 577 195 209 1953 320 570 87 981 internal_value=1.66814e-05 -0.000361024 -0.000458268 0.0134375 -0.000354564 -0.00174974 0.000532335 0.00632174 -0.00498456 0.0125986 -0.00766106 0.00150977 0.000142274 0.00116919 -0.000500817 -0.0103265 -0.00100443 -0.00478669 -0.0107938 -0.00101348 -0.0131907 0.00202038 0.00122187 -0.00949563 -0.00857311 -0.0109486 -0.0191493 -0.000942268 -0.00816219 0.000646244 internal_weight=323450 9828.76 9759.98 68.7826 9719.64 3777.42 5942.23 540.172 1394.02 234.406 833.513 305.766 2383.39 42.4767 280.437 109.468 560.509 249.07 124.549 84.6308 40.6407 311.44 124.52 693.13 632.314 482.205 91.9167 150.109 66.0533 2273.93 internal_count=1411774 67150 66647 503 66387 23442 42945 3731 8052 1908 4258 1823 15390 301 1675 518 3794 1684 930 724 462 2110 754 3615 3334 2482 529 852 282 14872 is_linear=0 shrinkage=0.03 Tree=768 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 3 2 1 1 1 1 2 2 2 3 0 2 2 0 2 2 2 2 3 2 3 split_gain=1.51231 13.9493 26.6795 17.88 12.5848 24.2203 20.9364 17.2869 15.6298 15.0388 14.5625 14.5056 13.2007 8.64849 8.4566 7.19116 6.68788 9.32554 25.9249 12.0759 9.80265 8.66373 13.0998 8.21792 6.48957 12.0737 8.17661 7.38052 6.44353 18.4061 threshold=28.166500091552738 1921.9818115234377 2817.958129882813 1864.7654418945315 68532.378906250015 33967.421875000007 75297.019531250015 72035.476562500015 1.0000000180025095e-35 40.666500091552741 64691.324218750007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 1.0000000180025095e-35 15066.298339843752 52302.683593750007 43957.078125000007 40.666500091552741 1.5000000000000002 45473.716796875007 64691.324218750007 2.5000000000000004 36363.248046875007 36363.248046875007 50009.173828125007 54303.691406250007 40.666500091552741 39196.445312500007 40.666500091552741 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 13 5 12 7 11 16 -9 24 14 -4 -2 -6 -14 17 23 -19 20 -20 -18 -23 -7 -10 28 27 -27 29 -26 right_child=1 2 4 -5 6 8 -8 9 10 -11 -12 -13 15 -15 -16 -17 21 18 19 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=2.7662983069730191e-05 0.015546526157794 -0.02489589975462617 0.00062691029899650762 0.032839571747180551 0.006377629962394488 -0.011750714953775485 -4.517204878981093e-05 0.014898518651166766 -0.0186364537296352 -0.010320524172325278 0.0013554499527954475 0.02336162983095938 -0.0044714476797584361 -0.011680847950194591 -0.0044440056182351272 -0.02068381741938909 0.0045520059752199313 -0.030166680405994413 0.021994171792116778 0.009986497821800484 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12.4714 8.45471 8.21908 6.89252 6.31421 28.5899 22.8896 17.5812 10.6825 8.84735 7.20821 20.8135 19.7503 14.9639 11.7112 8.22449 39.3083 9.59052 threshold=28.166500091552738 1921.9818115234377 2817.958129882813 1864.7654418945315 68532.378906250015 33967.421875000007 75297.019531250015 40.666500091552741 72035.476562500015 1.0000000180025095e-35 64691.324218750007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 862.00259399414074 15066.298339843752 28492.581054687504 1.0000000180025095e-35 29455.711914062504 30553.010742187504 2.5000000000000004 -4.4999999999999991 5699.5627441406259 1.0000000180025095e-35 5109.0270996093759 1.0000000180025095e-35 4805.4782714843759 4505.7285156250009 40.666500091552741 3325.9851074218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 14 5 12 7 8 11 -7 -11 13 16 -6 -2 -14 21 18 -18 -19 -20 -4 24 -24 25 26 -23 29 -29 -27 right_child=1 2 4 -5 6 9 -8 -9 -10 10 -12 -13 15 -15 -16 -17 17 19 20 -21 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71.352941740304232 163.80338077247143 31.435758223757148 37.200125403702259 12.514126557856796 46.746530652046204 25.018882939592004 48.779004603624344 41.448404230177402 332.59824593737721 582.8443793579936 742.21685006096959 63.364698220044374 31.144947066903114 16.729682756587863 39.977319359779358 16.146711483597755 226.25131398439407 leaf_count=1344624 73 260 710 202 772 3794 39214 401 1693 3615 643 148 315 717 228 203 73 194 239 241 234 2217 4300 4809 427 133 103 173 67 952 internal_value=1.56996e-05 -0.000340022 -0.000431625 0.0129496 -0.000333889 -0.00164893 0.000501501 0.00600729 0.0076357 -0.00470527 -0.00725347 0.00253577 0.000133837 0.000576308 0.00111914 -0.00980032 0.000608138 0.00609133 -0.00726289 0.0171327 -0.000255202 0.000152301 -0.000145148 -0.0014617 0.00225705 0.000727399 -0.00354285 0.00548536 -0.0049203 0.00775426 internal_weight=323437 9815.82 9748.62 67.1954 9708.96 3771.7 5937.25 535.057 488.727 1389.52 828.524 281.965 2382.18 257.28 41.8105 108.553 2273.63 174.507 78.9814 95.5255 66.4673 2099.12 2051.27 1325.06 726.213 662.848 349.328 313.52 56.124 257.396 internal_count=1411774 67150 66647 503 66387 23442 42945 3731 3330 8052 4258 1637 15390 1489 301 518 14872 981 546 435 473 13891 13181 9109 4072 3645 2320 1325 240 1085 is_linear=0 shrinkage=0.03 Tree=770 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 0 2 2 2 2 1 0 2 3 2 0 2 2 1 2 0 0 2 0 2 2 0 2 2 1 split_gain=2.0934 5.60609 5.40504 8.69864 5.25139 4.7017 7.46012 18.565 14.3955 14.2775 9.37652 7.43518 33.9597 7.27499 9.10376 6.8662 6.83998 10.5261 8.88358 10.0156 7.06508 6.32179 10.4011 43.5769 5.00251 16.9813 12.5452 5.94683 16.0466 5.89079 threshold=1.5000000000000002 2.5000000000000004 71.500000000000014 396.72427368164068 134.73744964599612 86.500000000000014 58108.183593750007 35189.248046875007 61082.773437500007 37774.541015625007 -2.4999999999999996 87.500000000000014 43957.078125000007 40.666500091552741 4805.4782714843759 97.500000000000014 1248.5628051757815 1395.3037719726565 1.0000000180025095e-35 1289.946716308594 93.500000000000014 91.500000000000014 52302.683593750007 89.500000000000014 10603.448730468752 8430.8989257812518 89.500000000000014 14763.748535156252 14427.237304687502 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 4 -4 -1 7 10 -8 -9 -7 12 -11 16 -15 -10 20 18 -18 -20 -12 22 -13 -24 25 -19 -27 28 -26 -29 right_child=1 2 3 -5 -6 6 8 9 15 11 13 21 -14 14 -16 -17 17 24 19 -21 -22 -23 23 -25 27 26 -28 29 -30 -31 leaf_value=3.9409755352887865e-05 -0.013315131501273522 -5.0805884819035307e-05 0.010637276342941994 -0.00084980720479980283 -0.0090542405214180371 0.0087868516072832931 0.025670428413842462 -0.025724380064270667 0.0029553328411975506 -0.032881835504002956 0.0042901471214476187 -0.019081290794166626 0.025882030967263114 -0.00010178812319694654 0.027912215494760594 -0.0067923541935838326 0.0016029744181962722 0.00053018430701997428 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113 1895 internal_value=1.89037e-05 -0.000138514 -0.000132294 -0.00110244 -0.00760174 5.58993e-05 0.00103555 0.000192918 0.00287312 -0.00724863 0.000948168 -0.00470963 0.00699901 0.000549291 0.0129383 0.00245625 0.000343516 -0.000405115 -0.0103274 -0.0176182 0.00359842 -0.00708275 -0.0116899 -0.000640499 5.97357e-05 0.00159141 0.0164358 -0.00143844 -0.00526649 -2.88193e-05 internal_weight=323513 61562.4 61533.3 4768.06 178.402 261950 4336.16 2972.91 1363.25 273.924 2698.99 240.828 40.5855 2568.3 41.9612 1338.77 2526.34 2053.93 91.9186 57.053 472.406 200.243 114.619 45.9415 1962.01 970.158 64.7293 991.856 266.938 724.917 internal_count=1412133 269649 269502 21069 913 1142484 19248 12875 6373 1175 11700 1038 172 11120 210 6261 10910 8818 436 293 2092 866 487 203 8382 4241 276 4141 1119 3022 is_linear=0 shrinkage=0.03 Tree=771 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 2 2 0 0 2 2 1 1 0 0 1 2 2 0 1 2 2 1 2 2 0 0 2 0 3 split_gain=1.96978 5.30155 5.08714 8.23355 4.77182 4.47189 8.79158 14.2693 17.7914 15.2372 15.5551 14.4236 12.2892 11.4379 13.2766 16.2114 11.1428 10.9841 12.8314 10.6368 10.0177 9.95891 15.5333 9.41996 17.555 9.21663 9.02937 8.79722 8.66007 8.6544 threshold=1.5000000000000002 2.5000000000000004 71.500000000000014 409.80384826660162 134.73744964599612 99995.847656250015 16543.466796875004 10.500000000000002 5.5000000000000009 2152.199340820313 667.89181518554699 5.5000000000000009 3.5000000000000004 11.500000000000002 5.5000000000000009 3.5000000000000004 39196.445312500007 27647.242187500004 4.5000000000000009 16.500000000000004 2928.0368652343755 2680.677124023438 3.5000000000000004 4417.2790527343759 6704.7329101562509 9.5000000000000018 7.5000000000000009 25918.428710937504 3.5000000000000004 2.3904999494552617 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 5 4 -4 6 7 8 12 10 -10 25 28 14 15 16 17 27 -19 -15 21 22 -11 26 -25 -12 -22 -8 -3 -21 right_child=1 2 3 -5 -6 -7 13 -9 9 20 11 -13 -14 19 -16 -17 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22.778269961476326 21.392511993646622 6013.982686534524 1920.7545745372772 58.840823397040367 367.36096176505089 62.462237119674683 77.86367379128933 296.72415706515312 108.78825141489506 45.284713983535767 12.059996724128721 117.96295543015003 280.96928437054157 106.30667269229889 176.07352118194103 23.912144213914871 165.33831109106541 188.30302931368351 leaf_count=1142484 147 265 66 20081 922 7406 315 197094 164 285 986 119 103 24557 7917 251 1685 277 315 1307 477 241 61 522 1174 490 815 98 714 795 internal_value=1.83369e-05 -0.000134364 -0.00012833 -0.00106962 -0.0071272 -4.92821e-05 -1.22274e-06 -0.000169947 -0.00311755 -0.00464706 0.000262334 0.00216203 0.00419314 0.000851827 0.00254235 -0.00113532 0.000340286 -0.00480972 -0.0100827 0.000181036 -0.0070058 -0.0151527 -0.00812803 -0.00562232 -0.00859776 0.00377036 -0.0014554 0.00327742 0.0062471 0.00445471 internal_weight=323508 61560.7 61531.8 4767 193.737 56764.8 54974 45896.2 1432 1184.24 384.323 349.68 247.76 9077.79 2578.78 658.024 599.183 231.822 140.326 6499.01 799.914 116.119 70.8348 683.794 398.932 326.901 284.862 91.496 226.368 485.027 internal_count=1412133 269649 269502 21069 988 248433 241027 203510 6416 5334 1759 1595 1082 37517 10858 2941 2690 1005 592 26659 3575 587 346 2988 1696 1476 1292 413 979 2102 is_linear=0 shrinkage=0.03 Tree=772 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 1 3 0 1 0 0 2 0 2 2 0 0 2 0 1 1 2 2 0 2 1 0 1 0 split_gain=1.91032 9.58969 27.9996 53.6344 36.2206 33.564 37.5741 24.1396 23.9432 22.3969 22.8075 21.402 19.0675 18.7209 41.4982 37.2883 26.0747 23.9365 38.5116 50.802 25.8631 35.961 16.9939 16.5303 16.302 38.39 19.1991 15.9538 15.7636 15.6865 threshold=2928.0368652343755 1526.1497802734377 1.6674999594688418 3.653500080108643 2243.352905273438 1.9854999780654909 -3.4999999999999996 2.9229999780654912 29.500000000000004 -6.4999999999999991 46.500000000000007 66.500000000000014 2047.524841308594 53.500000000000007 2243.352905273438 2428.711791992188 50.500000000000007 57.500000000000007 2770.7851562500005 55.500000000000007 3.5000000000000004 1.0000000180025095e-35 1921.9818115234377 1707.8798828125002 51.500000000000007 2554.751831054688 1.0000000180025095e-35 49.500000000000007 -3.4999999999999996 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 9 4 5 6 -4 8 -7 10 -3 12 -10 15 -15 22 27 18 28 -20 21 -19 -11 29 -18 26 -26 -17 -16 -8 right_child=-2 2 3 -5 -6 7 23 -9 11 13 -12 -13 -14 14 17 16 24 20 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=6.8752720822797198e-05 8.1668953429194811e-05 0.010872439661567266 -0.016446592244581126 3.4314272568391242e-05 -0.0071121114844901016 -0.010591660999263171 0.019619638938957067 0.00064817331774052144 0.0042392395110744194 0.0011897426073022939 0.00093866912240709699 -0.0085789867679551962 -0.0087664832101350919 0.0034409827116937651 -0.023442688742442749 0.0016231049286485153 0.01428085320558992 -0.0053004924836656201 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660 2132 965 446 6661 451 internal_value=1.77839e-05 -6.54066e-05 -0.000523223 -0.001665 -0.00402653 -0.00192766 0.00349765 -0.00378624 -0.0059819 0.000169821 0.00487866 -0.00284965 0.000933714 -4.61903e-05 -0.00171516 0.000486605 0.00232861 -0.00329495 -0.00494392 0.000766959 0.000427358 0.00275613 -0.000781881 0.00571577 0.0064638 0.00477573 -0.00222673 0.00135973 -0.00743921 0.0122632 internal_weight=323501 140519 31845.8 12028.7 5033.57 2995.79 764.414 2231.37 1492.42 19817.1 869.207 888.618 535.2 18947.9 4585.11 14362.8 5857.27 3509.76 2432.27 739.59 1077.49 861.277 8505.52 687.908 1111.86 914.395 397.961 4745.41 1692.68 230.672 internal_count=1412133 602918 135350 52649 21030 12544 3178 9366 6288 82701 4970 3770 2254 77731 18693 59038 24095 14310 9916 3020 4394 3480 34943 2819 4580 3757 1625 19515 6896 959 is_linear=0 shrinkage=0.03 Tree=773 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 0 2 2 2 2 1 0 2 3 2 0 2 2 1 2 0 0 2 0 2 2 2 2 2 0 split_gain=1.82016 5.01566 4.78845 7.80551 4.6807 4.41336 7.02753 17.4779 13.6143 13.4555 8.85061 7.00217 32.0424 6.8314 8.51899 6.46727 6.43857 9.9661 8.47036 9.64762 6.64981 5.94794 9.73949 41.1038 4.93456 4.80823 4.71613 4.7082 16.008 12.0839 threshold=1.5000000000000002 2.5000000000000004 71.500000000000014 396.72427368164068 134.73744964599612 86.500000000000014 58108.183593750007 35189.248046875007 61082.773437500007 37774.541015625007 -2.4999999999999996 87.500000000000014 43957.078125000007 40.666500091552741 4805.4782714843759 97.500000000000014 1248.5628051757815 1395.3037719726565 1.0000000180025095e-35 1289.946716308594 93.500000000000014 91.500000000000014 52302.683593750007 89.500000000000014 50009.173828125007 971.01849365234386 8430.8989257812518 10603.448730468752 8430.8989257812518 90.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 4 -4 -1 7 10 -8 -9 -7 12 -11 16 -15 -10 20 18 -18 -20 25 22 -13 -24 -23 -12 -16 28 -19 -30 right_child=1 2 3 -5 -6 6 8 9 15 11 13 21 -14 14 26 -17 17 27 19 -21 -22 24 23 -25 -26 -27 -28 -29 29 -31 leaf_value=3.5776890147327767e-05 -0.012652596611261382 -4.6996831494946005e-05 0.009927955904115722 -0.0007984467484451847 -0.0086014988477404932 0.0085424094637432668 0.025003546733274908 -0.024987597361021508 0.0028653572523181297 -0.031837988497993068 0.0010164581996289868 -0.018479574349054489 0.025264982003352546 -0.00010277072967003673 0.042667198036426789 -0.0066002152291410338 0.001551599588596974 0.00051063253629066402 -0.00046629664806413474 -0.026399560702402691 -0.015393493139066345 0.0036726776303460241 0.02695314494006729 -0.029915061171176031 -0.012256097494148462 0.0071784806133486454 0.013176997583983011 -0.001399087728095346 0.031777608589779481 0.0053224913011634166 leaf_weight=257608.42177242041 28.770503669977188 56759.403676275164 13.261968240141867 4588.6199016794562 163.95849376916885 130.34184893965721 24.377645820379257 33.055078819394112 1269.0198178440332 13.066406071186064 223.47056426107883 68.799820154905319 27.368302538990974 22.428962156176567 9.1691384017467517 68.468587102368474 34.85663840174675 905.45910012722015 19.948038041591644 36.596285194158554 16.211242094635963 61.077411215752363 23.588385239243507 22.208869501948357 24.534670896828175 232.58162567019463 10.434982836246489 992.06272415816784 25.998362183570862 38.626478806138039 leaf_count=1123236 147 248433 66 20156 847 580 112 137 5878 53 1007 284 119 108 41 383 143 3965 92 201 71 266 110 93 113 1014 61 4141 111 165 internal_value=1.72529e-05 -0.000129544 -0.000123688 -0.00103705 -0.00721488 5.17487e-05 0.00100115 0.000183363 0.00278575 -0.00704017 0.000916104 -0.00457489 0.00681226 0.000528999 0.0125239 0.0023808 0.000329387 -0.000396979 -0.0100802 -0.0172507 0.00348785 -0.00687467 -0.011344 -0.000624459 -0.000892183 0.00415902 0.02697 5.40882e-05 0.00154019 0.0159653 internal_weight=323496 61554 61525.2 4765.84 177.22 261942 4333.75 2971.88 1361.87 273.699 2698.19 240.644 40.4347 2567.84 42.0331 1337.49 2525.81 2053.55 91.401 56.5443 472.263 200.209 114.597 45.7973 85.6121 456.052 19.6041 1962.15 970.084 64.6248 internal_count=1412133 269649 269502 21069 913 1142484 19248 12875 6373 1175 11700 1038 172 11120 210 6261 10910 8818 436 293 2092 866 487 203 379 2021 102 8382 4241 276 is_linear=0 shrinkage=0.03 Tree=774 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 1 0 2 0 1 0 0 2 2 0 0 2 0 1 1 0 2 0 2 2 0 2 1 1 split_gain=1.79161 9.02945 26.3592 50.448 34.0779 31.5856 35.2293 22.7853 28.3024 24.0149 21.1324 21.6821 17.6122 39.0456 35.0943 24.584 22.5207 36.2164 47.8187 24.457 30.6447 16.5563 17.9402 17.7059 15.9874 15.5601 15.3977 36.176 18.0701 15.2951 threshold=2928.0368652343755 1526.1497802734377 1.6674999594688418 3.653500080108643 2243.352905273438 1.9854999780654909 -3.4999999999999996 25.500000000000004 1864.7654418945315 29.500000000000004 -6.4999999999999991 46.500000000000007 53.500000000000007 2243.352905273438 2428.711791992188 50.500000000000007 57.500000000000007 2770.7851562500005 55.500000000000007 4.5000000000000009 1.0000000180025095e-35 66.500000000000014 2047.524841308594 76.500000000000014 1921.9818115234377 1707.8798828125002 51.500000000000007 2554.751831054688 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 10 4 5 6 -4 8 -7 -9 11 -3 14 -14 24 29 17 -15 -19 20 -18 22 -11 -23 -12 -8 -17 28 -28 -16 right_child=-2 2 3 -5 -6 7 25 9 -10 21 12 -13 13 16 15 26 19 18 -20 -21 -22 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=6.6344589248478448e-05 7.8604223316906669e-05 0.010615496694605845 -0.015856858671877146 3.2065567199620251e-05 -0.006899475152689542 -0.0044081708280547171 0.011898333819282066 -0.010278847562377251 0.0085933947700430717 0.0041116942273272368 0.0011536622836902774 0.00090986199476644899 0.0033378283825586798 -0.0072146905868008719 0.00066407780410485692 0.013883878742050269 -0.0051388709557404315 0.0086318302502523397 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278 23779 1860 660 2132 965 2466 internal_value=1.67357e-05 -6.38309e-05 -0.000508114 -0.00161595 -0.00390647 -0.00187041 0.00339089 -0.00367427 0.001251 -0.00554091 0.000164422 0.00474525 -4.5133e-05 -0.0016639 0.000471695 0.00225913 -0.0031962 -0.00479559 0.000743775 0.000414417 0.00239513 -0.00272065 0.000905167 -0.00677372 -0.000758742 0.0055449 0.00627726 0.0046367 -0.0021616 0.00131871 internal_weight=323491 140513 31840.9 12027.9 5032.87 2995.26 764.746 2230.52 613.02 1617.5 19813 866.717 18946.3 4585.12 14361.2 5855.28 3509.86 2432.39 739.365 1077.47 903.885 1013.95 535.181 478.765 8505.88 687.777 1110.49 913.477 397.737 4744.79 internal_count=1412133 602918 135350 52649 21030 12544 3178 9366 2553 6813 82701 4970 77731 18693 59038 24095 14310 9916 3020 4394 3650 4295 2254 2041 34943 2819 4580 3757 1625 19515 is_linear=0 shrinkage=0.03 Tree=775 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 1 2 0 2 0 0 2 0 0 0 2 1 2 0 2 2 1 2 2 2 0 2 2 split_gain=2.24093 11.7377 29.861 19.5578 13.645 21.5048 15.2406 13.3556 16.5285 24.4792 17.8888 25.1168 17.9734 21.0971 25.0093 15.5959 15.432 16.1919 31.2917 27.1281 27.8718 20.1895 14.7145 14.6554 13.4311 12.8051 12.4061 19.7773 15.5971 16.0521 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 2871.6833496093755 6.5000000000000009 2726.1987304687505 1.0000000180025095e-35 558.56738281250011 14.500000000000002 789.36499023437511 24.500000000000004 21.500000000000004 2243.352905273438 22.500000000000004 18.500000000000004 7.5000000000000009 1637.6347656250002 -1.4999999999999998 1986.3098144531252 19.500000000000004 1591.3311157226565 1526.1497802734377 5.5000000000000009 1921.9818115234377 396.72427368164068 11333.392578125002 18.500000000000004 7353.4816894531259 9644.7543945312518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 -4 5 6 -5 16 23 -10 11 -11 15 24 -15 -12 -1 21 -19 20 -20 22 -18 25 -14 -9 27 28 -3 -30 right_child=-2 26 3 4 -6 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3708.0533931851387 1242.4747875928879 40.943771794438362 578.64736831188202 28.989990338683128 90.132413983345032 565.08725632727146 15635.135308805853 518.05271629244089 300.69463875889778 770.1874323785305 181.98302954435349 292.7232371866703 272.5419394671917 222.28897461295128 96.120545938611031 3641.9263963252306 52883.395204872591 5422.1695434972644 3299.2334167957306 3366.7038172520697 leaf_count=6808 876985 670 12845 220 59329 2448 452 5702 22724 15800 5137 174 2407 120 382 2340 69007 2396 1304 3228 740 1373 1241 1116 401 15944 248722 22574 14160 14448 internal_value=-4.91872e-05 -0.000153735 -0.000488258 -0.00154926 -0.00189732 -0.00595813 0.00434411 -4.29931e-06 -0.000623048 5.78988e-06 0.00125836 -6.79924e-05 0.00316979 -0.00059287 -0.0122323 0.00482237 0.000536167 0.000315012 -0.00240859 -0.0049729 -0.0105492 0.000612737 0.000469074 -0.00203465 0.00146194 -0.00237356 0.000115103 0.000975644 -9.93772e-05 -0.000318216 internal_weight=323248 117465 52338.8 16395.2 14732.7 708.881 145.043 35943.7 16758.2 11593.5 6350.45 3749 2601.45 793.89 119.122 1807.56 19185.5 17971.3 1770.92 1252.87 482.678 16200.4 15907.7 5164.67 674.768 4942.38 65126.6 12243.2 6821.06 6665.94 internal_count=1411197 534212 233638 75294 62449 3120 672 158344 72247 49485 26761 15974 10787 3310 502 7477 86097 79289 7668 5272 2044 71621 70248 22762 2808 21646 300574 51852 29278 28608 is_linear=0 shrinkage=0.03 Tree=776 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 0 2 2 2 1 1 1 0 2 0 2 2 0 0 2 0 2 1 0 1 1 2 2 split_gain=2.10867 11.0459 28.1844 15.0774 29.4658 22.1366 18.4328 15.9377 14.4109 23.377 12.7315 12.4869 12.1558 12.0533 11.7741 11.6748 18.6166 14.6834 15.1023 19.4628 18.9956 16.6969 15.3141 23.575 16.384 12.1921 12.0391 11.7807 11.6448 11.6096 threshold=25.500000000000004 7188.3642578125009 2343.383422851563 16.500000000000004 -2.4999999999999996 3038.2934570312505 22.500000000000004 19.500000000000004 5006.9262695312509 3755.7348632812505 3527.054809570313 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 7.5000000000000009 11333.392578125002 18.500000000000004 7353.4816894531259 9644.7543945312518 10.500000000000002 16.500000000000004 9879.8374023437518 7.5000000000000009 8055.6518554687509 -1.4999999999999998 15.500000000000002 -1.4999999999999998 2.5000000000000004 2817.958129882813 67.829120635986342 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 -4 -5 7 12 -6 9 10 11 -8 -7 -12 -1 16 17 25 19 22 21 -20 23 24 -19 -3 -18 -24 -9 -16 right_child=-2 15 3 4 5 6 8 28 -10 -11 13 -13 -14 -15 29 -17 26 18 20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0024232296646609975 1.0176613216417197e-05 0.01357903936870937 -0.0006501805084555062 0.0025215615365920554 0.00092507331010806379 -0.0043207680721944535 -0.0025363038383835802 -0.007542223018011533 0.00043214882633335589 -0.010301661224855456 0.001787747022505814 0.014652209409203925 0.017031887215963076 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876985 526 48054 4573 565 12801 281 1525 8910 1371 1054 357 104 1272 113 248722 4416 249 938 9654 5402 8108 1307 1829 1037 144 18158 84 709 143013 internal_value=-4.77125e-05 -0.000149134 -0.000473686 -0.00144381 -0.00240493 -0.00307397 -0.00252869 -0.00823182 -0.000939012 -0.00385635 -0.000707546 0.00691518 -0.0041576 -0.00286594 2.59703e-05 0.000111653 0.000946515 -9.6391e-05 -0.000308661 -0.00175094 0.00110508 -0.00067215 0.00182592 -0.000834498 -0.00761248 0.00903057 0.0022589 0.00717988 -0.0105447 -0.000102006 internal_weight=323238 117456 52330.3 17789.9 8045.9 7083.88 6406.6 677.285 3242.34 1036.67 696.434 153.682 3164.26 542.752 34540.4 65125.4 12241.5 6821.07 6666.04 3299.71 3366.33 2075.5 967.63 646.419 269.38 155.035 5420.45 321.211 540.711 32789.9 internal_count=1411197 534212 233638 81576 33522 28949 26150 2799 13245 4335 2964 638 12905 2326 152062 300574 51852 29278 28608 14160 14448 9046 4506 3115 1286 670 22574 1391 2234 143126 is_linear=0 shrinkage=0.03 Tree=777 num_leaves=31 num_cat=0 split_feature=1 3 1 2 1 0 0 2 2 2 2 3 2 2 2 0 2 0 1 0 2 0 0 1 0 2 0 2 2 2 split_gain=2.04479 14.7544 15.7038 16.5161 13.7235 9.43584 8.29997 10.2572 10.09 20.2477 8.28888 7.9294 17.6881 13.0811 11.6058 17.322 16.6395 21.2802 13.4539 11.2141 13.0983 18.3376 14.1279 9.84049 9.56421 9.44013 8.83273 8.08262 7.69643 8.27509 threshold=-2.4999999999999996 2.1755000352859502 -7.4999999999999991 72035.476562500015 -8.4999999999999982 1.5000000000000002 35.500000000000007 370.03324890136724 6704.7329101562509 12411.391601562502 530.58538818359386 1.0205000042915346 2102.052612304688 2192.347534179688 4246.3449707031259 44.500000000000007 3267.230346679688 48.500000000000007 -3.4999999999999996 37.500000000000007 5975.3146972656259 48.500000000000007 39.500000000000007 -4.4999999999999991 62.500000000000007 249.24568176269534 55.500000000000007 12986.766601562502 3383.5720214843755 4076.2145996093755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 10 6 -3 7 -1 28 -10 -4 12 -6 25 15 23 18 -18 -17 -16 21 22 -21 -15 -22 -13 -19 -26 -9 -30 right_child=-2 2 3 -5 11 -7 -8 8 9 -11 -12 13 -14 14 19 16 17 26 -20 20 24 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=-0.011508813622281807 -7.1166722353655559e-05 0.030424924402724693 -0.00020614326454105168 -0.0017992489074616447 0.008365254676476962 -0.00080478227626254938 0.0021075524223241708 -0.0036238167248007465 -0.0240355703063969 0.00066819412878904453 0.0021657798042206541 -0.00079239450562721867 -0.0040026191178901931 0.0053094887693835259 0.0013511064785525536 -0.0013949288168200128 -0.010083945690726242 0.0037961999730581216 0.0055424500783894347 0.010703489857190948 -0.00094987895388805093 0.00057809522045823558 -0.015813688479491373 0.0010312553761121011 -0.021034457510753717 -0.0032874209883436531 -0.0036648923174530555 -0.005095924335035403 0.0137378572152348 0.00065280346260538019 leaf_weight=86.817233875393867 291525.33540113585 8.7255381738068518 1563.9275720342994 1287.6638131435029 246.46862290799618 4182.1904003303498 2446.6863310709596 94.425967484712601 42.223766893148422 101.9773872718215 8715.140756595647 2570.7432233393192 180.13357113301754 865.68397319316864 888.52261725068092 593.61010275781155 331.56909543275833 243.33393433690071 436.66874346137047 19.915032014250755 1748.2565742582083 139.37230835855007 196.54159961640835 1097.0834317207336 35.029082238674164 2909.3965400457382 345.64376844465733 156.87481924891472 84.633503668010235 89.492015965282917 leaf_count=390 1260847 1354 6797 7077 1102 22414 12824 471 177 422 40862 10835 836 4402 3757 2771 1359 1062 1887 82 7325 603 796 4910 145 12547 1476 707 463 497 internal_value=-4.62817e-05 0.000182508 0.0008336 0.00140367 -0.000460688 -0.000739762 0.00138805 -0.00213578 -0.000164288 -0.00656535 0.0018049 -0.000879521 0.0031429 -0.00101594 -0.000165867 0.000928394 -0.00107357 -0.00400472 0.00154538 -0.00151066 -0.00261813 -0.00790918 -0.013374 0.00291818 -0.00164774 -0.002117 -0.00058237 -0.00800526 0.00327282 0.00701278 internal_weight=323234 31708.8 15757.6 11566.7 15951.1 4190.92 2946.26 499.57 412.753 144.201 10279.1 13004.8 426.602 12578.2 7098.11 3913.59 1950.83 920.547 1030.28 3184.51 2295.99 355.829 216.457 1962.77 1940.16 5480.14 588.978 191.904 268.551 174.126 internal_count=1411197 150350 78504 54736 71846 23768 15244 2420 2030 599 47659 56602 1938 54664 31282 17867 8555 3897 4658 13415 9658 1481 878 9312 8177 23382 2538 852 1431 960 is_linear=0 shrinkage=0.03 Tree=778 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 2 0 0 0 1 1 2 0 2 0 0 2 0 2 1 2 0 2 2 1 0 2 2 split_gain=2.04974 10.4545 26.6548 18.1379 12.5795 19.9856 14.3603 12.5613 29.6608 12.5357 16.2665 13.9455 12.4543 15.5258 23.2824 16.9428 23.5121 17.1801 15.151 14.1055 15.0885 29.1302 25.6106 26.0227 19.0655 13.8285 13.7786 12.3331 13.9842 12.3274 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 4.5000000000000009 2871.6833496093755 6.5000000000000009 2726.1987304687505 2983.330444335938 20.500000000000004 7.5000000000000009 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 558.56738281250011 14.500000000000002 789.36499023437511 24.500000000000004 24.500000000000004 2152.199340820313 7.5000000000000009 1637.6347656250002 -1.4999999999999998 1986.3098144531252 19.500000000000004 1591.3311157226565 1526.1497802734377 5.5000000000000009 11.500000000000002 1826.4194335937502 6704.7329101562509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 29 5 6 -5 8 -6 -7 11 -11 19 26 -15 16 -16 -17 -19 -1 24 -22 23 27 25 -21 -14 28 -23 -4 right_child=-2 -3 3 4 7 9 -8 -9 -10 10 -12 -13 13 14 15 17 -18 18 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0036530335194686512 1.2183787330311211e-05 0.00010882348970271754 0.0022527484019084182 -0.009227659640065753 0.010955051414910882 -0.019598158306377983 0.010863866484679619 -0.0017217272063732067 -0.013304657220627611 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222.79183720052242 150.68752387166023 38.437789991497993 127.62031468003988 leaf_count=6808 876985 300574 12177 220 804 334 452 58272 253 1128 842 144 21646 22724 15800 9980 174 641 166 69007 2396 503 3228 740 1373 1241 1116 631 170 668 internal_value=-4.48904e-05 -0.000144889 -0.000460651 -0.00146315 -0.00179837 -0.00569937 0.00423877 -0.00160134 0.00509583 -0.00825504 -0.00648943 -0.00190001 -3.33288e-06 -0.000600914 8.47654e-06 0.00122983 -6.11663e-05 0.00308958 -0.00550263 0.000518659 0.000307488 -0.00232096 -0.00479093 -0.0101992 0.000595003 0.000455592 -0.00196955 -0.0155996 -0.00954938 0.00150765 internal_weight=323227 117448 52325.6 16392 14730 708.194 144.864 14021.8 247.603 563.33 487.455 286.517 35933.6 16753.7 11592.3 6351.1 3748.78 2602.31 193.839 19179.8 17969.2 1771.77 1254.54 484.007 16197.4 15905.6 5161.48 301.991 151.303 1662.07 internal_count=1411197 534212 233638 75294 62449 3120 672 59329 1057 2448 2114 1272 158344 72247 49485 26761 15974 10787 807 86097 79289 7668 5272 2044 71621 70248 22762 1304 673 12845 is_linear=0 shrinkage=0.03 Tree=779 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 0 2 2 2 1 1 1 2 0 2 2 0 0 1 2 0 0 0 0 2 1 2 2 split_gain=1.92875 9.83825 25.214 13.6494 27.2191 20.3499 17.3469 14.4779 13.5695 22.0051 11.9716 11.711 11.4451 11.3737 10.9087 17.5341 13.8277 14.8578 11.5032 14.4647 11.477 10.8054 10.754 11.7341 12.3425 10.7392 10.9809 10.6129 10.4161 25.7544 threshold=25.500000000000004 7188.3642578125009 2343.383422851563 16.500000000000004 -2.4999999999999996 3038.2934570312505 22.500000000000004 19.500000000000004 5006.9262695312509 3755.7348632812505 3527.054809570313 1.0000000180025095e-35 15.500000000000002 1.0000000180025095e-35 11333.392578125002 18.500000000000004 7353.4816894531259 10603.448730468752 12.500000000000002 7.5000000000000009 -1.4999999999999998 2817.958129882813 16.500000000000004 11.500000000000002 2.5000000000000004 7.5000000000000009 67.829120635986342 -1.4999999999999998 2152.199340820313 1986.3098144531252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 25 -4 -5 7 12 -6 9 10 11 -8 -7 -12 15 16 18 -18 19 -3 -17 -9 23 24 -19 28 -27 -28 29 -1 right_child=-2 14 3 4 5 6 8 21 -10 -11 13 -13 -14 -15 -16 20 17 22 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.0025315575168681557 1.1818313960276616e-05 0.0046289274741155365 -0.00060942707518183185 0.0024577228958794256 0.00085574415659947977 -0.0041381286025894172 -0.0024052006671541827 -0.0071839863089670913 0.00047294281736568491 -0.0099441240978471665 0.0017878991488004027 0.014228716517160083 0.016590862850532788 -0.006909986707610144 -8.1229993852893366e-05 -0.00081384451951168105 -0.0010944043681047303 -0.013733088920107569 -0.0020809049078933523 0.027725881132722976 0.0028217595732106852 -0.016301319625171985 0.0056671131799934608 -0.0013860233459309665 0.008185445629084102 -0.024328599775464997 0.0011590970503665228 -0.00031845591147188672 0.0062896146789180414 -0.010391224251592725 leaf_weight=1146.3063783738762 205778.84228324844 54.747656010091305 9742.1599900121801 961.26732218265533 136.59593857824802 3139.5064909607172 69.210819602012634 368.73872305452824 2205.8041910082102 340.05938012897968 260.49458532035351 84.72628290951252 24.15655030310154 281.54499024152756 52883.050102274399 946.95308735221624 5086.8722229925916 25.682669866830111 56.156595662236214 44.027858823537827 4472.2792109698057 171.35515375435352 540.88798383250833 779.2039600610733 231.89496901631355 16.821803942322731 5200.5106290690601 27566.478455945849 443.35837563872337 157.91848205402493 leaf_count=5939 876985 253 48054 4573 565 12801 281 1525 8910 1371 1054 357 104 1272 248722 4416 21811 197 231 186 18158 709 2276 3252 1072 113 24145 118868 2223 774 internal_value=-4.35443e-05 -0.000140552 -0.000446901 -0.00136458 -0.00227922 -0.00292217 -0.00239949 -0.00786984 -0.000857238 -0.0036893 -0.000633144 0.00675003 -0.00397985 -0.00272994 0.00010556 0.000912674 -9.95792e-05 -0.000305551 0.00876047 0.0149241 0.00218648 -0.0100766 0.00223795 0.000448953 0.00599998 2.57582e-05 -9.63909e-05 -8.39507e-05 0.00231722 0.000966838 internal_weight=323218 117439 52317 17785.6 8043.46 7082.19 6405.5 676.69 3241.84 1036.04 695.977 153.937 3163.66 542.04 65121.8 12238.7 6819.47 6664.54 154.932 98.7755 5419.23 540.094 1577.67 1036.78 257.578 34531.4 32783.8 32767 1747.58 1304.22 internal_count=1411197 534212 233638 81576 33522 28949 26150 2799 13245 4335 2964 638 12905 2326 300574 51852 29278 28608 670 439 22574 2234 6797 4521 1269 152062 143126 143013 8936 6713 is_linear=0 shrinkage=0.03 Tree=780 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 2 0 0 0 1 2 1 2 0 0 1 1 1 2 1 2 1 1 3 2 2 2 3 split_gain=2.48283 14.3061 20.9216 37.5894 36.243 43.6252 30.394 27.3552 23.558 20.0019 19.4274 19.3149 17.7856 17.5297 17.4962 16.6321 12.8576 12.7414 12.3522 12.6292 11.8313 10.7621 12.5117 10.4298 14.3204 10.404 19.2455 20.4359 31.3044 24.4322 threshold=3527.054809570313 2928.0368652343755 57.500000000000007 52.500000000000007 62.500000000000007 3211.014770507813 60.500000000000007 3267.230346679688 65.500000000000014 55.500000000000007 45.500000000000007 2.5000000000000004 3038.2934570312505 -2.4999999999999996 3325.9851074218755 56.500000000000007 58.500000000000007 1.5000000000000002 -2.4999999999999996 41.500000000000007 2983.330444335938 1.5000000000000002 3383.5720214843755 -1.4999999999999998 -3.4999999999999996 1.8989999890327456 35189.248046875007 4805.4782714843759 7510.0949707031259 1.532000005245209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 13 14 12 -6 -9 -3 -12 15 -4 16 23 17 -7 -16 21 -10 -20 -23 24 -5 26 27 -2 -29 -30 right_child=25 2 4 7 8 6 -8 9 20 -11 11 -13 -14 -15 18 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-1.9484257149312574e-06 5.6464616938002929e-05 0.0014558154931534281 0.0079575508854860828 -0.0068784516154699934 0.0097991482629439589 0.001770170284408599 -0.0068623559971527958 0.0038694691241794288 0.015146233472573035 -0.02387437542818174 -0.0031727419874292492 -0.024853674864790901 0.012663672528555714 -0.0096950807732129746 -0.01126985934866496 -0.0039189443015204802 -0.0063152493237654574 0.028085402212853886 0.0068055067951696612 -0.020601839343919879 -0.00066842355205506759 0.0035853738557255635 0.024528420575191334 0.0062523493211666123 0.033917254786963898 6.4433458618141847e-05 0.001815915158020942 -0.0032830207117409793 0.00012022289940582735 -0.0021404827348812066 leaf_weight=140498.75574117899 22011.963148243725 7231.3358397260308 54.051477283239365 10.604064807295797 347.03618896007538 96.215296521782875 348.32134535908699 54.477971106767654 45.385829821228981 40.980092987418175 311.96282973885536 41.954496011137962 500.03562223911285 799.54432311654091 28.85626283288002 145.26119676232338 194.30773878097534 20.001845017075539 282.70607393980026 12.546708211302755 687.47917602956295 38.241309195756912 78.116333037614822 241.47751443088055 28.712686434388161 121626.73992665811 3154.3700033724308 5145.1941555142403 12665.185263760388 6515.986629344523 leaf_count=602977 100769 30706 230 54 1421 396 1425 227 189 167 1315 200 2079 3273 131 592 794 81 1159 51 2893 156 321 985 135 542683 13342 22795 52669 27007 internal_value=-6.39165e-06 8.17844e-05 0.0010925 0.00184751 -0.00105013 -0.00348885 0.000462213 0.00724993 0.00336008 -0.00804095 0.00111993 -0.00574287 0.00882606 -0.00857728 0.00385946 0.00432208 -0.00159415 0.00629922 0.00770421 0.0090344 0.000310967 0.00996617 0.0176454 0.00858535 0.0229143 -8.47869e-05 -0.000451491 -0.00060584 -0.00120513 -0.000647756 internal_weight=323258 152138 11639.6 8606.8 3032.81 1952.91 1099.31 1021.55 1079.9 95.4581 7585.25 353.917 926.091 853.596 750.992 426.055 310.525 116.217 440.467 411.61 732.865 399.064 116.358 280.794 39.3168 171119 49492.7 46338.3 24326.4 19181.2 internal_count=1411222 651957 48980 36460 12520 8017 4514 4239 4503 394 32221 1515 3845 3503 3089 1766 1271 477 1818 1687 3082 1636 477 1174 189 759265 216582 203240 102471 79676 is_linear=0 shrinkage=0.03 Tree=781 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 2 0 0 0 1 2 1 2 0 0 1 1 1 2 2 0 0 0 0 0 0 1 2 split_gain=2.33625 13.4666 19.6916 35.4432 34.1175 41.0911 28.608 25.7776 22.1888 18.8526 18.2969 18.4189 16.7818 16.507 16.4783 15.6788 12.0996 12.0215 11.6246 11.8914 11.1252 10.3861 16.1679 14.1481 13.2244 12.8273 15.4643 11.0393 10.1612 11.8343 threshold=3527.054809570313 2928.0368652343755 57.500000000000007 52.500000000000007 62.500000000000007 3211.014770507813 60.500000000000007 3267.230346679688 65.500000000000014 55.500000000000007 45.500000000000007 2.5000000000000004 3038.2934570312505 -2.4999999999999996 3325.9851074218755 56.500000000000007 58.500000000000007 1.5000000000000002 -2.4999999999999996 41.500000000000007 2983.330444335938 3152.5231933593755 72.500000000000014 67.500000000000014 71.500000000000014 76.500000000000014 79.500000000000014 77.500000000000014 1.5000000000000002 3383.5720214843755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 13 14 12 -6 -9 -3 -12 15 -4 16 -5 17 -7 -16 28 -10 22 -22 -23 -25 -26 27 -27 -20 -30 right_child=-2 2 4 7 8 6 -8 9 20 -11 11 -13 -14 -15 18 -17 -18 -19 19 -21 21 23 -24 24 25 26 -28 -29 29 -31 leaf_value=-1.88998555837512e-06 -8.2246635361182745e-05 0.0014123268155829846 0.0077332133413516102 0.0083428146142213791 0.0095122091633749427 0.0017174784942033351 -0.0066577940003656371 0.0037548103930397643 0.01468262509984055 -0.023194062401709469 -0.0030780760824955164 -0.024337677879819681 0.012306005820111605 -0.0094119282725262186 -0.010889740269102761 -0.0038010123342225735 -0.0061250189904022952 0.027301538961483615 0.0066070050787803295 -0.019983896938238429 -0.019711215609893067 0.0090047280296479144 -0.00033719796720829665 -0.011950328600698945 0.014353611913972032 0.0013461435868426818 0.0017226295131222852 -0.033008504182678776 0.0034783950334576503 0.023856636020644716 leaf_weight=140498.74964304641 171114.61697448127 7230.3991968035698 53.952431306242943 280.31363318860531 346.7833815664053 96.192398339509964 348.25390051305294 54.457602009177208 45.413888514041901 40.91756846010685 311.91131055355072 41.564631462097168 499.14545498788357 798.90005937218666 28.965912222862244 145.27487464249134 194.33186039328575 19.959475010633469 282.46741230785847 12.546631515026091 59.330638453364372 156.50169768929482 111.84793907403946 87.450863167643547 55.324668869376183 13.619534492492674 181.34739785641432 22.041997358202934 38.235005274415016 77.909677952528 leaf_count=602977 759265 30706 230 1174 1421 396 1425 227 189 167 1315 200 2079 3273 131 592 794 81 1159 51 246 643 470 363 229 56 794 92 156 321 internal_value=-6.19964e-06 7.93351e-05 0.00106014 0.0017927 -0.00101908 -0.00338623 0.00044865 0.00704271 0.00326003 -0.00780671 0.00108652 -0.00557796 0.00857425 -0.00832731 0.00374577 0.00419751 -0.00154647 0.00611383 0.00747916 0.00877324 0.000301624 -0.000648385 -0.00705225 0.00147486 -0.00180053 0.00145874 -0.0018287 -0.0198881 0.00967839 0.0171481 internal_weight=323249 152134 11635.4 8603.98 3031.38 1951.71 1098.86 1020.11 1079.66 95.3752 7583.88 353.476 924.734 852.852 750.608 425.589 310.484 116.152 440.125 411.159 732.879 687.465 171.179 516.286 359.784 272.334 217.009 35.6615 398.612 116.145 internal_count=1411222 651957 48980 36460 12520 8017 4514 4239 4503 394 32221 1515 3845 3503 3089 1766 1271 477 1818 1687 3082 2893 716 2177 1534 1171 942 148 1636 477 is_linear=0 shrinkage=0.03 Tree=782 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 2 0 0 0 2 1 2 0 1 0 1 1 1 0 2 2 1 1 1 3 2 2 2 split_gain=2.19821 12.6761 18.5335 33.411 32.1198 38.7046 26.9277 24.2869 20.8967 17.7739 17.2501 15.8463 15.5444 15.5205 14.7701 11.4111 11.3867 11.3471 10.9407 11.1979 10.6554 10.5315 10.4626 10.2208 10.0378 13.7915 9.79016 18.1099 19.2329 29.4857 threshold=3527.054809570313 2928.0368652343755 57.500000000000007 52.500000000000007 62.500000000000007 3211.014770507813 60.500000000000007 3267.230346679688 65.500000000000014 55.500000000000007 48.500000000000007 3038.2934570312505 -2.4999999999999996 3325.9851074218755 56.500000000000007 1.0000000180025095e-35 58.500000000000007 1.5000000000000002 -2.4999999999999996 41.500000000000007 51.500000000000007 3267.230346679688 2983.330444335938 -5.4999999999999991 -1.4999999999999998 -3.4999999999999996 1.8989999890327456 35189.248046875007 4805.4782714843759 7510.0949707031259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 12 13 11 -6 -9 -3 14 -4 16 24 20 17 -7 -15 -20 -12 -17 -10 -24 25 -5 27 28 -2 -30 right_child=26 2 4 7 8 6 -8 9 22 -11 15 -13 -14 18 -16 21 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-1.8332810255888717e-06 5.7238040431796173e-05 0.001294188706565827 0.0075150201444987618 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12.54413355886936 20.83342219889164 47.004432156682014 19.013971671462059 668.10567624121904 241.15726974606514 28.238238304853439 121626.92411931837 3154.073572460562 5141.9655234143138 19180.421372234821 leaf_count=602977 100769 31323 230 54 1421 396 1425 227 189 167 358 2079 3273 131 592 243 794 81 1636 51 86 211 83 2810 985 135 542683 13342 22795 79676 internal_value=-6.01352e-06 7.69578e-05 0.00102874 0.00173946 -0.000989105 -0.00328671 0.000435505 0.00684032 0.00316389 -0.00758002 0.00105409 0.00832812 -0.00808475 0.00363559 0.00407464 -0.0074737 -0.00150025 0.0059342 0.00726104 0.00851998 -0.000654921 -0.0147274 0.000292594 -0.000629359 0.00810196 0.0222568 -7.97789e-05 -0.000435521 -0.000585251 -0.00116671 internal_weight=323245 152130 11630.9 8601.33 3029.55 1950.47 1098.38 1018.81 1079.08 95.2838 7582.52 923.526 852.096 750.194 425.28 207.636 310.433 116.081 439.762 410.691 107.027 100.609 732.556 687.12 279.992 38.8352 171115 49488.4 46334.3 24322.4 internal_count=1411222 651957 48980 36460 12520 8017 4514 4239 4503 394 32221 3845 3503 3089 1766 898 1271 477 1818 1687 444 454 3082 2893 1174 189 759265 216582 203240 102471 is_linear=0 shrinkage=0.03 Tree=783 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 2 0 0 0 1 2 2 1 0 0 0 2 2 0 0 0 0 0 0 1 1 1 1 split_gain=2.06843 11.9322 17.4438 31.5054 30.2364 36.457 25.3463 22.8871 19.6843 16.7607 16.4722 17.5401 14.9529 14.9275 14.6381 13.9238 9.9164 16.4196 9.84026 9.77383 15.2176 13.3553 12.46 12.0693 14.6041 10.443 9.65866 9.60413 13.2434 9.49248 threshold=3527.054809570313 2928.0368652343755 57.500000000000007 52.500000000000007 62.500000000000007 3211.014770507813 60.500000000000007 3267.230346679688 65.500000000000014 55.500000000000007 45.500000000000007 2.5000000000000004 3038.2934570312505 3267.230346679688 -2.4999999999999996 56.500000000000007 46.500000000000007 48.500000000000007 2983.330444335938 3152.5231933593755 72.500000000000014 67.500000000000014 71.500000000000014 76.500000000000014 79.500000000000014 77.500000000000014 1.0000000180025095e-35 -1.4999999999999998 -3.4999999999999996 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 14 13 12 -6 -9 -3 16 15 -7 -4 27 -12 -18 -10 20 -20 -21 -23 -24 25 -25 -22 28 -5 -15 right_child=-2 2 4 7 8 6 -8 9 18 -11 11 -13 -14 29 -16 -17 17 -19 19 21 26 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.7782929903366507e-06 -7.7388276491972789e-05 0.0013314650395109778 0.0073028016428621405 -0.006697653321221614 0.0089638638848520569 -0.0049972255898638835 -0.0062670636458100571 0.0035355351420421999 0.013802301924342784 -0.021905001861270441 -0.018002515741920029 -0.023735617717071826 0.011621386763331475 -0.0082099333593244096 -0.0088706790026819582 -0.0035757931679075744 0.010007608330050233 -0.0058412613147258265 -0.019117266284550787 0.0087680327383212464 0.009257794897339789 -0.011591212147805454 0.013928727952412708 0.0013061468737314431 0.0016861663688735838 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23.0152 44.7864 30.6595 threshold=3527.054809570313 2928.0368652343755 57.500000000000007 52.500000000000007 62.500000000000007 3211.014770507813 59.500000000000007 3267.230346679688 65.500000000000014 55.500000000000007 45.500000000000007 2.5000000000000004 3038.2934570312505 -2.4999999999999996 56.500000000000007 1.5000000000000002 3383.5720214843755 5.5000000000000009 58.500000000000007 46.500000000000007 1.0619999766349795 2983.330444335938 -5.4999999999999991 1.8989999890327456 35189.248046875007 4805.4782714843759 7510.0949707031259 3910.889038085938 1.5979999899864199 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 13 15 12 -6 -9 -3 19 14 -4 -5 -7 17 18 -17 -12 -21 -10 -23 24 25 27 -27 28 -2 -29 right_child=23 2 4 7 8 6 -8 9 21 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-1.7249651891806775e-06 0.00032584894896368346 0.0012916795391834934 0.0070963925130378873 0.0076509971376492467 0.0087018855021215175 0.0024298251497763502 -0.0035729439790765159 0.0034307202973692108 0.013384194862291546 -0.021293514889902949 -0.017461664427879008 -0.023244930797329401 0.01129373070344707 -0.0086120262892741932 -0.0034682839376472601 0.012975208585566427 0.026659715413729961 0.025383170110932926 -0.012236557323072907 -0.0077247288871131158 0.0064770827568890049 -0.021601767957889661 8.7929016434935249e-06 6.5340270718446461e-05 0.0017136339926508309 -0.0030881696929440775 -0.00060479228512012092 -0.00082770026597694252 -0.0034860270114558767 0.0044674109891426105 leaf_weight=140498.7324396912 14599.299324974418 7227.767220325768 53.664173066616058 279.02497288584709 345.98466984927654 343.71940186619759 612.68207024037838 54.398096799850464 45.468123123049736 40.681089699268341 34.679435715079308 40.691544517874718 496.43041998147964 796.88881167769432 145.30777810513973 27.396269649267197 52.209659546613693 21.513543203473091 39.989325612783432 144.87091602385044 131.94806043803692 19.109879583120346 667.56937163323164 121627.05265216355 3153.7812779992819 5138.8154722675681 19180.139747597277 1767.7693674489856 3424.7755748778582 2220.1009189933538 leaf_count=602977 69282 30706 230 1174 1421 1419 2515 227 189 167 142 200 2079 3273 592 112 219 88 161 621 552 83 2810 542683 13342 22795 79676 7437 14449 9601 internal_value=-5.65749e-06 7.24165e-05 0.000968716 0.00163776 -0.000931682 -0.0030963 0.000410216 0.00645551 0.00297954 -0.00714792 0.0009921 -0.00515598 0.00786022 -0.00762093 0.00384333 0.00544377 0.0127853 0.00463697 -0.00198647 -0.00279299 -0.000955318 0.000275377 -0.000592616 -7.50664e-05 -0.000420168 -0.000565418 -0.00112955 5.78425e-05 -0.00039845 0.00212016 internal_weight=323232 152121 11622 8595.8 3026.2 1948.06 1097.51 1015.84 1078.13 95.0792 7579.96 352.19 920.763 850.553 424.333 484.828 141.109 88.8991 67.3856 311.498 276.819 732.147 686.679 171112 49484.7 46330.9 24319 22011.9 18024.1 3987.87 internal_count=1411222 651957 48980 36460 12520 8017 4514 4239 4503 394 32221 1515 3845 3503 1766 1999 580 361 273 1315 1173 3082 2893 759265 216582 203240 102471 100769 83731 17038 is_linear=0 shrinkage=0.03 Tree=785 num_leaves=31 num_cat=0 split_feature=3 2 2 2 0 2 2 0 2 2 2 1 3 2 2 2 3 2 3 0 2 1 2 1 2 1 1 0 2 1 split_gain=2.48856 14.8912 20.7168 13.5282 46.8801 47.7122 19.4193 14.7247 41.9823 16.0714 22.1056 17.7464 12.6593 27.2079 29.787 15.9307 45.8248 36.2672 36.2211 29.5097 36.2427 24.3071 30.2266 16.3374 15.8838 14.7287 13.0743 12.4612 23.0806 16.7417 threshold=8.545499801635744 20724.130859375004 12986.766601562502 45473.716796875007 4.5000000000000009 43957.078125000007 30553.010742187504 3.5000000000000004 33967.421875000007 42366.021484375007 39196.445312500007 2.5000000000000004 17.333499908447269 37774.541015625007 33967.421875000007 30553.010742187504 12.393000125885012 25918.428710937504 14.476500034332277 7.5000000000000009 40758.552734375007 -1.4999999999999998 26764.801757812504 2.5000000000000004 35189.248046875007 2.5000000000000004 2.5000000000000004 8.5000000000000018 17012.167968750004 -6.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 6 12 -3 -8 -9 10 -10 -12 15 14 25 16 -6 26 -19 20 23 -20 -23 -17 -16 -14 -18 -4 29 -29 right_child=1 3 27 -5 5 -7 7 8 9 -11 11 -13 13 -15 24 19 17 18 21 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=4.2837421584881456e-05 -0.00036726183097140656 0.00042037335667693309 -0.0050283142255595275 -0.00024307526638552525 0.0040575463510766482 0.015583905490640418 -0.0022237497289585399 -0.032832209670118052 -0.015302556345313974 -0.01296061986128717 0.0078962817606054135 -0.022096875104123136 0.0017711262845227413 0.0033720291870803988 -0.02117135932686064 0.0060093235514354559 -0.0069051561574532978 0.0041868559552596324 0.0097633654116997294 -0.0044967279725114115 -0.031311833633820861 0.012082453740280589 -0.013463111953234743 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11.5632 11.0983 28.9913 10.9389 10.5645 12.1698 31.917 23.8351 19.8612 35.0453 threshold=8.545499801635744 21398.625000000004 12986.766601562502 8.5000000000000018 17012.167968750004 -6.4999999999999991 -30.499999999999996 2.5000000000000004 13836.183105468752 1.0000000180025095e-35 33967.421875000007 6.5000000000000009 26764.801757812504 12.393000125885012 9.5555000305175799 3.5000000000000004 1126.780944824219 35189.248046875007 5.5000000000000009 2.5000000000000004 -3.4999999999999996 14763.748535156252 6.5000000000000009 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 36363.248046875007 58108.183593750007 54303.691406250007 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 7 5 -5 -6 8 -4 -10 11 -3 13 -13 -14 -2 -17 18 23 -20 -15 22 -9 -12 25 26 -19 28 29 -27 right_child=1 10 3 4 6 -7 -8 21 9 -11 17 12 14 20 -16 16 -18 24 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=4.1552290456296782e-05 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14.403184711933134 284.13563437387347 72.154853172600269 199.2119331471622 35.758204393088818 561.6469683162868 1136.7645187079906 102.11254499852657 84.979164257645607 5491.8304523569532 1126.6045530065894 7017.3482724546921 4322.7906910851598 378.6699676476419 1752.1216423921287 leaf_count=1186058 66535 10422 1295 74 86 2886 6609 674 1016 769 252 7601 119 150 6746 72 1378 344 934 169 2433 5087 431 357 23403 5697 49344 18433 2477 8870 internal_value=9.09801e-06 -0.000191853 -0.000830609 -0.00259459 -0.000548461 -0.0056608 0.00169184 -0.0054576 0.00147035 0.00774601 0.000249031 0.00152111 0.00301987 0.00148379 0.00535177 -0.000356235 -0.00629529 -0.000125528 -0.00541562 0.00207513 -0.00684393 -0.00664763 -0.000871772 -0.0183824 -2.82593e-05 0.000391918 -0.00050156 0.00122756 0.00316548 0.00231588 internal_weight=323076 44922.5 18344.7 3887.79 2267.36 690.851 1576.51 1620.43 237.541 161.155 26577.9 6045.63 3923.83 2365.57 1558.26 14456.9 298.539 20532.2 370.71 234.97 588.112 1382.89 246.122 135.74 20161.5 14669.7 7089.5 7580.19 3257.4 2878.73 internal_count=1410721 224663 86912 18927 9655 2960 6695 9272 3080 1785 137751 27471 17049 10184 6865 67985 1450 110280 1712 1103 2583 6192 1105 609 108568 85165 49688 35477 17044 14567 is_linear=0 shrinkage=0.03 Tree=787 num_leaves=31 num_cat=0 split_feature=2 2 3 2 3 1 2 2 2 0 0 1 1 0 1 2 0 1 1 2 0 0 0 1 2 2 3 2 0 0 split_gain=2.35817 10.1991 9.71569 21.6896 18.7023 17.2435 20.4567 13.6727 12.1449 12.7466 15.2875 19.8493 24.0408 12.9199 21.9061 16.2898 11.9104 10.3206 9.52214 9.18086 8.65289 8.15113 14.0986 8.01687 10.3657 10.1508 17.6895 23.8951 8.49757 18.0456 threshold=294.42443847656256 317.43702697753912 1.3535000085830691 199.21649169921878 1.1054999828338625 1.0000000180025095e-35 276.59585571289068 249.24568176269534 199.21649169921878 67.500000000000014 79.500000000000014 -3.4999999999999996 1.0000000180025095e-35 65.500000000000014 1.5000000000000002 249.24568176269534 49.500000000000007 13.500000000000002 -5.4999999999999991 207.08887481689456 9.5000000000000018 13.500000000000002 11.500000000000002 1.0000000180025095e-35 245.54091644287112 238.29680633544925 1.1980000138282778 282.07974243164068 52.500000000000007 55.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 6 16 -7 17 13 11 -11 -13 20 15 19 -5 -4 -17 -15 -10 22 -22 24 -6 -25 -27 -28 -26 -30 right_child=1 -3 8 4 23 7 -8 -9 9 10 -12 12 -14 14 -16 18 -18 -19 -20 -21 21 -23 -24 25 28 26 27 -29 29 -31 leaf_value=-0.00020003896624566503 0.0016552353222405675 2.0099148205742297e-05 0.00039381361914530389 0.0061461343388198178 0.00054475086639319415 -0.00093839541383576477 0.01999908204758331 -0.013443453532411088 0.024054383115535233 -0.030424085989501207 -0.0071150097627157901 0.016680426731171968 0.00059352610205414794 -0.0090641119218089761 -0.018367421513745166 0.023997511619903166 -0.0085042396748143071 0.015982786278039375 -0.001895015150429375 -0.038576517936132648 0.0013291012240872443 -0.0010208993774725769 -0.034867898595198898 0.0056229315580437339 0.011035938213882499 -0.007495595566295591 0.0012174902275671018 0.032246415623572146 -0.014381905868291783 0.018765300736991467 leaf_weight=15938.302830174565 3476.2277800962329 277135.71178614208 6331.3672005794942 99.5809186398983 1284.3677231520414 152.5149400383234 51.527899563312531 162.57026207819581 12.360873706638811 12.408006712794302 88.714962236583233 158.8895283639431 176.46268886327744 22.808419123291969 100.91020268201828 13.224461168050764 100.19105508923531 38.45420329272747 382.81194676458836 16.242477893829346 21.855000406503677 15298.765035167336 17.390475243330002 1442.8251248076558 165.9093212634325 154.95628346502781 118.88551671802998 27.504222393035889 39.277601048350334 23.701090902090073 leaf_count=68625 14803 1213472 27665 408 5396 623 211 892 61 53 426 660 789 103 517 58 405 219 1598 77 106 65107 91 6049 670 777 489 113 160 98 internal_value=8.82894e-06 4.03553e-05 -0.000199549 0.000286769 0.00231587 -0.00271569 0.00314564 -0.00739046 -0.000623064 -0.00105662 0.00400108 0.00683683 0.00821548 -0.00119557 -0.00577401 -0.00285321 -0.00120142 0.000487923 -0.00103041 -0.0213392 -0.00103571 -0.00105593 -0.0147105 0.00319073 0.00159292 0.004577 -0.000430851 0.00704731 0.00747456 -0.00190745 internal_weight=323067 280612 42454.8 19762.1 3823.81 566.385 251.3 315.085 22692.7 16322.8 436.475 347.76 335.352 15886.4 535.998 435.087 199.772 6369.82 396.036 39.0509 15350.4 15338 39.2455 3257.43 1513.26 1744.17 301.346 146.39 228.888 62.9787 internal_count=1410721 1228275 182446 84916 16291 2539 1024 1515 97530 69646 1928 1502 1449 67718 2353 1836 813 27884 1656 180 65365 65304 197 13752 6324 7428 1379 602 928 258 is_linear=0 shrinkage=0.03 Tree=788 num_leaves=31 num_cat=0 split_feature=2 2 2 3 1 0 0 0 0 1 1 1 1 3 1 0 1 2 2 0 1 0 1 3 1 0 2 0 3 0 split_gain=2.21927 9.59595 9.26372 14.219 17.4023 25.6566 15.708 12.2641 11.7685 14.9964 11.1286 10.2089 11.4673 10.1853 11.8493 8.8252 8.62039 8.40233 11.1013 23.5587 11.7399 11.6386 15.5789 9.92019 9.52027 8.16613 7.97691 8.12487 7.77011 7.49594 threshold=294.42443847656256 317.43702697753912 263.64595031738287 1.6674999594688418 1.5000000000000002 29.500000000000004 67.500000000000014 65.500000000000014 54.500000000000007 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 -1.4999999999999998 1.7404999732971194 1.0000000180025095e-35 58.500000000000007 8.5000000000000018 257.27976989746099 249.24568176269534 35.500000000000007 -1.4999999999999998 32.500000000000007 -1.4999999999999998 1.0205000042915346 -3.4999999999999996 57.500000000000007 276.59585571289068 60.500000000000007 1.7404999732971194 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 17 8 6 10 13 -7 16 15 -6 12 -8 14 -5 25 29 18 -1 21 28 -20 24 -19 -23 -10 27 -11 -21 -4 right_child=1 -3 3 4 5 7 11 -9 9 26 -12 -13 -14 -15 -16 -17 -18 23 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.0343666631192494e-06 0.0016055251300478965 1.9496246148305437e-05 -0.00028798328271119951 -0.030105492295324641 0.0013718173020062958 -0.0068041365949000057 -0.0055585238915952639 -0.017481912092062554 0.0048816944652280399 0.01144855111796622 0.026578745147207761 -0.0014432678276703613 0.018964130020463543 -0.0018173688174731636 0.0040137729681289291 -0.00036992094545811532 -0.017323560645158886 -0.016015433414668295 0.0059501767268627841 -0.011044475426562183 0.0020553216977164984 -0.015493757335705766 -0.014095503081938961 0.0029577292540783969 0.0086672901024738135 0.02753032144109244 0.018562919719892948 -0.0087279812219784991 0.0041120759545725675 -0.024454079620060774 leaf_weight=34671.685025334358 3476.3408756330609 277135.5175224772 1102.5792686119676 24.308682173490524 48.079822897911072 375.13851039111614 22.038961857557297 130.48231798410416 53.052723169326782 60.614972949028015 23.452051863074303 69.516383349895477 77.555294960737228 2956.0426264703274 14.701024353504179 398.02463611960411 28.244480241090059 25.37379914522171 41.622798398137093 118.03318844735622 585.65106846392155 20.681662306189537 273.74756586551666 1100.1660263389349 50.560651123523712 19.62865985929966 81.493053734302521 25.527093037962914 41.021447688341141 11.674276068806646 leaf_count=149178 14803 1213472 4864 98 208 1824 92 680 217 245 103 298 328 12294 62 1641 215 113 176 501 2460 87 1167 4624 204 81 353 117 167 49 internal_value=8.56221e-06 3.91447e-05 -0.000193597 -0.00133963 -0.00238991 -0.00718058 -0.00151607 -0.00955968 0.000866857 0.00412951 0.00963602 0.00737939 0.0135376 -0.00201834 -0.0172475 0.00138544 -0.000956066 -2.2223e-05 -0.000102457 -0.0030269 9.23452e-05 -0.00903529 -0.0108433 0.00253 0.00165333 0.0109983 0.0118346 0.0054695 -0.00713548 -0.000541177 internal_weight=323063 280612 42450.7 5522.15 3741.32 577.153 3164.16 505.621 1780.84 638.341 71.5319 169.111 99.5943 2995.05 39.0097 470.706 1142.5 36928.5 35803 1131.32 744.706 386.613 344.99 1125.54 71.2423 72.6814 167.635 86.1421 159.055 1114.25 internal_count=1410721 1228275 182446 23769 15987 2815 13172 2504 7782 2654 311 718 420 12454 160 1939 5128 158677 153940 4762 3128 1634 1458 4737 291 298 715 362 668 4913 is_linear=0 shrinkage=0.03 Tree=789 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 0 2 0 0 2 2 1 2 0 2 3 3 2 0 2 2 0 1 1 1 0 0 2 2 2 split_gain=2.22262 13.2412 16.1395 24.0561 25.097 20.2754 21.7924 15.3885 16.1312 18.0646 16.1201 15.3153 13.2457 26.2781 14.7219 56.7652 22.6476 11.9427 19.4727 23.2508 11.0572 37.7183 15.0464 10.8974 10.4535 9.94112 11.4585 30.237 22.4732 18.8595 threshold=8.545499801635744 21398.625000000004 10120.596191406252 8055.6518554687509 2.5000000000000004 8.5000000000000018 18421.471679687504 2.5000000000000004 1.5000000000000002 16543.466796875004 14763.748535156252 1.0000000180025095e-35 33967.421875000007 6.5000000000000009 26764.801757812504 12.393000125885012 9.5555000305175799 10603.448730468752 3.5000000000000004 14106.575683593752 35189.248046875007 5.5000000000000009 2.5000000000000004 -3.4999999999999996 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 61082.773437500007 58108.183593750007 54303.691406250007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 7 -7 8 9 -4 17 -10 13 -3 15 -15 -16 -9 19 -19 21 24 -23 -17 -14 26 27 -22 29 -28 right_child=1 12 5 4 -6 6 -8 10 11 -11 -12 -13 20 14 16 23 -18 18 -20 -21 25 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=3.9923641381545941e-05 -0.00059539370509811363 -0.0012140094399245617 -0.0092159332065274921 0.0059369439320932343 -0.019864047765229206 -0.0030334924676592529 0.0025983501321676246 -0.011353794529478529 0.019008132609195705 0.015706904057756876 -0.0076598475500309366 -0.00061120019721597272 -0.0071220730913510522 0.0041139966279622906 -0.021178092028108955 0.012237954066048129 0.0056926694807656114 0.027621886777596083 -0.0024697935012765646 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18433 2477 internal_value=8.30345e-06 -0.000187518 -0.000807473 -0.000280656 0.00478383 -0.00231062 -0.000440332 -0.00436018 0.00182274 -0.00444895 -0.00534638 0.0092315 0.00024047 0.00147501 0.00293045 0.00143891 0.00519614 -0.002145 -0.000724626 0.0133808 -0.000122955 -0.00525973 0.00201318 -0.00663867 -0.017863 -2.85787e-05 0.000379125 -0.000487686 0.00119038 0.00307418 internal_weight=323060 44913.5 18343 13582.6 794.718 4760.39 2489.05 2271.34 312.45 169.21 1958.89 143.24 26570.5 6042.93 3920.79 2364.32 1556.47 821.752 711.942 78.3856 20527.5 370.341 234.829 588.203 135.511 20157.2 14665.2 7089.83 7575.37 3252.45 internal_count=1410721 224663 86912 63797 3710 23115 10606 12509 3645 2801 8864 844 137751 27471 17049 10184 6865 3777 3256 407 110280 1712 1103 2583 609 108568 85165 49688 35477 17044 is_linear=0 shrinkage=0.03 Tree=790 num_leaves=31 num_cat=0 split_feature=3 2 2 3 1 2 2 1 2 1 1 1 1 2 2 1 2 2 2 2 2 2 2 2 1 2 0 2 2 2 split_gain=3.00251 7.49995 6.73671 4.22222 6.04282 6.20294 12.2242 7.87109 7.32714 10.1007 22.7782 10.2479 6.46246 36.9549 11.9307 8.38282 8.99735 14.1784 12.7241 29.7003 17.7593 14.3922 13.183 11.2158 7.29993 8.83458 8.10897 9.94614 7.09609 7.86333 threshold=1.1054999828338625 42366.021484375007 52302.683593750007 1.0619999766349795 41.500000000000007 2770.7851562500005 7019.5273437500009 -4.4999999999999991 2554.751831054688 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 4.5000000000000009 1099.1130981445315 352.49255371093756 1.0000000180025095e-35 1921.9818115234377 1986.3098144531252 1338.8272094726565 1591.3311157226565 488.16123962402349 202.10085296630862 173.86003112792972 1768.4891357421877 -1.4999999999999998 282.07974243164068 51.500000000000007 276.59585571289068 134.73744964599612 67.829120635986342 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 8 7 -7 12 -10 -11 -12 15 14 -14 16 18 -18 20 -20 21 22 28 -21 25 -23 -26 -28 29 -5 right_child=-2 2 -4 4 -6 6 -8 -9 9 10 11 -13 13 -15 -16 -17 17 -19 19 23 -22 24 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-1.6880340561021095e-06 -8.4300329373831123e-06 -0.017258770489658258 -0.0030593172809294639 0.0010258240012329142 -0.01510184701954137 0.0063211494045019613 0.00081375474976765733 -0.0028758104295676149 -0.0017923552756006862 0.016864350612909716 -0.0090319795954132039 0.018420239436976672 -0.0014162137648930154 0.010953050938029335 -0.016680014548973877 -0.0018608373292931682 -0.017692068886715727 -0.001252643136051324 0.033997191188062381 -0.0039020952520781912 -0.0056469854415239678 0.013382897039652545 -0.0044087719331187131 0.0093890665202536177 0.0064868396582786073 -0.0085974864437843926 0.00085916844007582853 0.02958774759535546 0.0037422974657925338 -0.015929123571153884 leaf_weight=16564.891744226217 296041.43221817154 41.856572687625885 106.79674802720547 79.363914251327515 26.408690772950649 86.144009232521057 1334.4320240616798 3014.5414675846696 148.88207496702671 118.92023782432079 64.805036127567291 15.087694630026816 158.10735818743706 248.53243428468704 65.048555500805378 2647.4810630232096 51.386826738715172 581.8405974060297 33.552712082862854 98.322631403803825 333.40958385169506 31.765360683202744 314.12273177504539 136.42436431348324 57.024312019348145 34.150025129318237 14.449916228651999 43.486770331859589 788.0695473998785 35.688543632626534 leaf_count=74555 1289010 171 459 336 115 372 5579 15178 625 481 261 62 972 1017 451 11511 216 2504 151 412 1376 133 1324 598 231 142 58 178 3205 149 internal_value=-3.61795e-05 -0.000337371 -0.00705748 -0.000300545 -0.000769281 -0.000733353 -0.00158707 -0.0026203 -0.000112638 0.00411644 0.00854126 -0.00384764 -0.000368265 0.00299618 -0.00586552 -0.000668797 0.000529773 -0.00258671 0.00151658 0.00759573 0.000574618 0.00205828 0.000884967 0.00382213 0.00995435 0.00199511 0.014518 0.0224226 0.00272623 -0.00423349 internal_weight=323316 27275 148.653 27126.3 10561.4 10535 4435.12 3100.69 6099.92 347.695 198.813 79.8927 5752.23 471.688 223.156 5280.54 2633.06 633.227 1999.83 268.3 1731.53 1398.12 1217.24 234.747 180.876 65.9154 114.961 57.9367 903.122 115.052 internal_count=1411832 122822 630 122192 47637 47522 21129 15550 26393 1429 804 323 24964 2440 1423 22524 11013 2720 8293 1161 7132 5756 5014 1010 742 275 467 236 3690 485 is_linear=0 shrinkage=0.03 Tree=791 num_leaves=31 num_cat=0 split_feature=3 2 2 0 3 1 2 2 1 2 1 1 1 2 2 2 2 1 1 2 1 2 2 1 2 2 2 2 2 2 split_gain=2.82555 7.06149 6.34468 4.13209 3.97503 5.67891 5.84094 11.5137 7.41415 6.89783 9.51721 21.4802 9.65148 6.08478 7.21882 15.9928 7.47569 11.6961 10.0148 14.7869 6.08416 34.7648 11.3965 7.89138 8.46633 13.3129 12.008 28.3503 16.7122 13.5663 threshold=1.1054999828338625 42366.021484375007 52302.683593750007 51.500000000000007 1.0619999766349795 41.500000000000007 2770.7851562500005 7019.5273437500009 -4.4999999999999991 2554.751831054688 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 8055.6518554687509 10603.448730468752 9879.8374023437518 15066.298339843752 -4.4999999999999991 1.0000000180025095e-35 13264.737792968752 4.5000000000000009 1099.1130981445315 352.49255371093756 1.0000000180025095e-35 1921.9818115234377 1986.3098144531252 1338.8272094726565 1591.3311157226565 488.16123962402349 202.10085296630862 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 -1 6 9 8 -8 20 -11 -12 -13 -9 15 -15 17 -16 19 -19 23 22 -22 24 26 -26 28 -28 29 -6 right_child=-2 2 3 -5 5 -7 7 13 -10 10 11 12 -14 14 16 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-1.6375046350152061e-06 -8.1771366175150555e-06 -0.016754203546492177 -0.00017669850248155241 -0.015445910577326335 0.00085838292377693676 -0.014633795179387539 0.0061405882155187979 0.0062633681536236096 -0.002791846362264695 -0.0017380652283328242 0.016388286558621519 -0.008755667946469009 0.01790846516804975 0.00031941843797196531 0.028321120160472189 -0.014637820774459966 -0.0011887310024897213 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451 11511 216 2504 151 1010 1376 742 internal_value=-3.50943e-05 -0.000327304 -0.00685003 -0.00296919 -0.000291575 -0.000746524 -0.000711661 -0.00154037 -0.00254384 -0.000109262 0.00399503 0.00829406 -0.00373179 0.000789336 3.9648e-05 -0.00377259 0.00149166 0.00444488 0.00335468 -0.00316514 -0.000357317 0.00290913 -0.00571041 -0.000648848 0.00051413 -0.00250821 0.00147181 0.00738463 0.000557516 0.00199682 internal_weight=323312 27270.2 148.562 106.738 27121.6 10556.7 10530.3 4432.54 3098.1 6097.74 347.53 198.605 79.8979 1334.44 1173.7 323.737 849.963 404.401 386.742 136.952 5750.21 471.157 222.37 5279.05 2632.53 633.445 1999.08 267.72 1731.36 1398 internal_count=1411832 122822 630 459 122192 47637 47522 21129 15550 26393 1429 804 323 5579 4902 1358 3544 1698 1614 572 24964 2440 1423 22524 11013 2720 8293 1161 7132 5756 is_linear=0 shrinkage=0.03 Tree=792 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 2 2 2 0 2 2 1 2 2 1 1 2 1 0 2 1 1 2 2 1 2 1 2 2 1 split_gain=2.65913 6.64874 5.97677 3.94079 8.47784 4.95371 9.78481 10.9602 8.72542 6.50553 12.378 10.8103 7.31102 11.8437 7.36181 12.1383 6.60091 8.4026 6.43343 5.66921 7.30866 5.41485 10.0367 6.94669 5.40241 5.08012 4.55123 6.10529 8.00962 4.43875 threshold=1.1054999828338625 42366.021484375007 52302.683593750007 36363.248046875007 2.5000000000000004 29455.711914062504 24241.001953125004 17466.614257812504 50.500000000000007 10603.448730468752 9416.2739257812518 12.500000000000002 6704.7329101562509 4805.4782714843759 27.500000000000004 15.500000000000002 5975.3146972656259 1.5000000000000002 51.500000000000007 7882.7980957031259 3.5000000000000004 -1.4999999999999998 15066.298339843752 12715.829589843752 4.5000000000000009 31791.298828125004 -20.499999999999996 2343.383422851563 1826.4194335937502 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 9 -9 10 12 29 13 26 15 19 -15 -18 -11 -14 -21 22 23 -20 -23 -7 27 28 -1 -12 right_child=-2 2 -4 4 -6 25 -8 8 -10 18 11 -13 14 16 -16 -17 17 -19 21 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0065880092927553769 -7.9318116915559308e-06 -0.016266229865095645 -0.0028816555709469272 0.0019331193565173528 0.026908696634821153 -0.012530187728744977 0.0068459611242524991 -0.0013253452009460542 -0.010381266012384734 0.0006274871540272941 -0.010511038656270736 0.014435173400558559 0.0046871413210450123 -0.0053212985064807995 -0.019683347130119641 0.030251698363859564 -0.0020867700719500765 0.012157685516993444 -0.0094769895717189169 0.0010068472033475143 -0.013205484541018655 0.0085675063473013863 -0.023917691154821293 0.019621602408543104 -0.009125826955962946 -0.0011432886878250828 -0.00021010449001614004 0.0036283028579210336 -0.037744792597913267 -0.003930413541347471 leaf_weight=22.632834725081921 296041.55162299203 41.78697681427002 106.68514047563076 75.430318005383015 14.599466368556021 59.844619534909725 172.60765198618174 216.91875694692135 171.43127076327801 852.53862865269184 164.56646098196507 22.844265446066856 437.78165794909 655.2125188857317 13.496918424963949 14.105033576488493 230.31995511054993 44.465923272073269 13.708934560418131 451.50666961073875 35.096196725964546 239.02365398406982 14.985162273049353 16.003190733492374 16.610737711191177 85.842107445001602 22832.370583858341 21.579518347978592 11.052151545882223 209.93066915869713 leaf_count=132 1289010 171 459 312 60 249 710 885 697 3596 678 95 1859 3063 62 66 1018 239 60 1866 154 997 70 76 68 355 103744 113 59 909 internal_value=-3.4042e-05 -0.000317545 -0.0066487 -0.00028288 0.00598322 -0.000303753 -0.000273853 -0.000319866 -0.00532295 -0.000246045 -0.000346993 -0.00560002 -0.000262727 -0.000365769 0.00231528 0.00263166 -0.00368453 0.000218271 0.00195762 0.00221021 -1.82162e-05 0.00573342 -0.00390005 0.00619575 0.00741782 -0.00582075 -0.000230917 -0.00882971 -0.0168106 -0.00682216 internal_weight=323307 27265 148.472 27116.5 90.0298 27026.5 26880.8 26708.2 388.35 26319.8 25167 397.341 24769.6 23817.6 951.986 938.49 929.998 274.786 1152.87 924.385 486.603 300.332 44.6973 29.7121 255.634 145.687 22887.6 55.2645 33.685 374.497 internal_count=1411832 122822 630 122192 372 121820 121216 120506 1582 118924 114057 1682 112375 108368 4007 3945 4320 1257 4867 3879 2020 1271 206 136 1065 604 104048 304 191 1587 is_linear=0 shrinkage=0.03 Tree=793 num_leaves=31 num_cat=0 split_feature=3 2 2 0 3 2 2 2 2 2 2 1 3 2 0 2 2 2 2 2 1 2 1 1 1 0 0 2 2 2 split_gain=2.50206 6.26044 5.63115 3.90212 3.77975 5.61588 9.86211 13.5667 9.43533 6.05329 25.3538 36.4135 16.7628 14.5439 24.1529 25.2652 12.5566 13.5452 10.8647 14.9718 13.3763 11.3661 10.0493 8.61007 10.4321 21.1796 7.81277 7.37199 7.27151 30.0531 threshold=1.1054999828338625 42366.021484375007 52302.683593750007 51.500000000000007 1.0619999766349795 13836.183105468752 10120.596191406252 8998.0522460937518 24241.001953125004 2428.711791992188 2510.8642578125005 1.5000000000000002 1.0205000042915346 3211.014770507813 50.500000000000007 2643.0056152343755 5699.5627441406259 7353.4816894531259 1864.7654418945315 1707.8798828125002 2.5000000000000004 2047.524841308594 -2.4999999999999996 1.5000000000000002 1.0000000180025095e-35 50.500000000000007 50.500000000000007 3673.103149414063 814.81753540039074 1126.780944824219 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 6 7 9 -7 18 12 13 -11 14 -12 -16 -13 -18 19 28 -20 -22 27 24 26 -26 -14 -15 -1 -30 right_child=-2 2 3 -5 -6 8 -8 -9 -10 10 11 16 23 22 15 -17 17 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.00017545543082187067 -7.6938471085486911e-06 -0.015794079981871753 -8.5021826938254131e-05 -0.014942599195837458 -0.00071820795905296682 -0.0050465843088388258 0.0041547263933807629 -0.0077955510524524907 0.0024966989993857876 -0.004402189557448955 -0.012102013145715981 -0.0071748239283918802 0.02478856709377817 -0.0077809805046156104 0.016925449735025796 -0.016346692875625846 0.012826295716924192 -0.0056251885629819134 -0.0034762817889301472 0.005045410449393232 -0.0054317650730409169 0.0053590138025846803 0.0019454940724290405 0.022610131961536377 -0.0082355845278943782 0.020737174777680983 0.0072099696533520557 0.002108232326544719 -0.01116141894351287 0.0010521511230326584 leaf_weight=5121.1765397489071 296041.60870003549 41.745699271559715 87.168158456683159 19.461015105247498 10550.767726894468 468.88003507256508 527.95441214740276 199.10019443929195 218.91553769260645 65.469235435128212 175.95317625999451 687.32849984616041 49.900689601898193 171.33618861436844 66.223807618021965 29.775366365909576 64.202432088553905 80.958587169647217 1715.2734985649586 523.19018867611885 121.256198823452 318.8946121186018 4813.8175938129425 59.533032238483429 60.418865084648132 36.381985530257225 41.829891487956047 112.31563100218773 266.26660863310099 568.35199302434921 leaf_count=22029 1289010 171 374 85 47637 1942 2232 839 902 278 733 4080 219 809 285 122 313 343 7175 2208 491 1289 23193 245 242 147 188 482 1314 2455 internal_value=-3.30207e-05 -0.000308029 -0.00645355 -0.0027967 -0.000274401 8.27828e-06 0.000123248 -1.54214e-05 -0.00264566 8.68255e-05 0.000777156 0.00035638 0.00910038 0.00126152 -0.0054982 0.00660567 -0.00548162 0.00253561 -0.000434091 0.000179708 -0.00227911 0.00238629 0.00162215 0.012664 0.00952326 0.00265364 0.0167726 -0.00386522 -0.000247722 -0.00284432 internal_weight=323305 27263.8 148.375 106.629 27115.5 16564.7 15876.9 15349 687.796 15149.9 6515.44 6201.91 313.534 5369.42 271.952 95.9992 832.49 145.161 8634.41 6478.99 2155.42 440.151 5097.47 248.064 188.531 96.8009 91.7306 283.652 5955.8 834.619 internal_count=1411832 122822 630 459 122192 74555 71711 69479 2844 68640 31679 30360 1319 25624 1140 407 4736 656 36961 28006 8955 1780 24484 1041 796 389 407 1291 25798 3769 is_linear=0 shrinkage=0.03 Tree=794 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 1 2 2 2 0 2 2 1 2 2 1 1 0 2 1 2 1 1 2 2 1 2 1 2 3 split_gain=2.35485 5.89482 5.30642 3.6832 3.66954 8.00992 4.72473 9.09621 9.92992 8.24135 6.05946 11.4619 10.1647 6.86212 11.3728 6.9275 11.2978 6.14579 6.11869 7.63151 5.18842 6.82652 5.10171 9.36774 6.57601 5.08911 4.77818 4.37226 4.32275 19.0478 threshold=1.1054999828338625 42366.021484375007 52302.683593750007 51.500000000000007 36363.248046875007 2.5000000000000004 29455.711914062504 24241.001953125004 17466.614257812504 50.500000000000007 10603.448730468752 9416.2739257812518 12.500000000000002 6704.7329101562509 4805.4782714843759 27.500000000000004 15.500000000000002 51.500000000000007 5975.3146972656259 1.5000000000000002 7882.7980957031259 3.5000000000000004 -1.4999999999999998 15066.298339843752 12715.829589843752 4.5000000000000009 31791.298828125004 -1.4999999999999998 4158.8854980468759 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 6 -6 7 8 10 27 11 13 -13 14 28 16 20 -12 -16 -20 -15 -22 23 24 -19 -24 -8 -10 -1 -30 right_child=-2 2 3 -5 5 -7 26 -9 9 -11 17 12 -14 15 18 -17 -18 22 19 -21 21 -23 25 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00027094664886627244 -7.463058079170815e-06 -0.015337042164445055 -8.2472702716202115e-05 -0.014532639167673701 0.001849119067519704 0.026153592349042788 -0.012182637581877091 0.006609227061661168 -0.0097694712169302603 -0.0099782668873785643 0.00059609364509493939 -0.0065705661054530498 0.014051301552293177 0.0045163950241784261 -0.00517871513938688 -0.019151960192679646 0.029095673941812311 -0.0091456134330916896 -0.0020519697516221962 0.011473454648722705 0.0010036601408580069 -0.012761598933449039 0.0083439900665992096 -0.022972024918136699 0.019191294846564032 -0.0088202953465924133 -0.0011385361466472064 0.00093431010479293317 -0.0096722752483079221 0.0061897485014183211 leaf_weight=22472.656599104404 296041.66378261603 41.7006965726614 87.166784375905991 19.410477504134178 75.41139193624258 14.560174107551573 59.831072524189949 172.52372411638498 42.78763847053051 171.48526442050934 852.44647150486708 374.25948952138424 22.823986127972603 437.96569496393204 654.37187384068966 13.419808819890021 14.217289805412291 13.746557384729387 230.26084853708744 44.859411500394344 451.45491302013397 34.933482155203819 238.68572315573692 15.117784366011618 15.89077867567539 16.629648610949516 85.840500488877296 174.08403542637825 86.369866766035557 322.71885504573584 leaf_count=102125 1289010 171 374 85 312 60 249 710 177 697 3596 1587 95 1859 3063 62 66 60 1018 239 1866 154 997 70 76 68 355 708 402 1521 internal_value=-3.2031e-05 -0.00029886 -0.00626418 -0.00271422 -0.000266232 0.00578233 -0.000286373 -0.000257165 -0.000301531 -0.00506361 -0.000231246 -0.000328683 -0.00538524 -0.0002476 -0.000347455 0.00224999 0.002556 0.00189586 -0.00360046 0.000153402 0.0021478 1.5009e-05 0.00558826 -0.0037547 0.00604791 0.00722602 -0.00567463 -0.00117749 -0.000215313 0.00284084 internal_weight=323299 27257.6 148.278 106.577 27109.4 89.9716 27019.4 26873.7 26701.2 388.357 26312.8 25160.3 397.083 24763.2 23811.2 951.991 938.571 1152.52 929.492 275.12 924.354 486.388 300.07 44.7551 29.6373 255.315 145.672 216.872 22881.7 409.089 internal_count=1411832 122822 630 459 122192 372 121820 121216 120506 1582 118924 114057 1682 112375 108368 4007 3945 4867 4320 1257 3879 2020 1271 206 136 1065 604 885 104048 1923 is_linear=0 shrinkage=0.03 Tree=795 num_leaves=31 num_cat=0 split_feature=3 2 2 3 3 2 2 3 2 2 3 1 3 0 2 3 1 0 3 2 2 2 0 2 1 2 2 0 1 2 split_gain=3.20595 14.6799 21.9724 42.8617 35.1002 12.2992 16.8015 44.9594 33.6453 29.4043 31.6014 24.5701 21.1582 27.0606 18.0504 30.0142 16.4539 16.678 15.3979 33.3554 30.1432 59.5114 63.363 25.95 26.6514 25.5616 19.447 31.4027 18.6565 21.4151 threshold=2.7749999761581425 358.41200256347662 377.56446838378912 2.9229999780654912 5.4584999084472665 6704.7329101562509 11333.392578125002 3.653500080108643 8598.4760742187518 8226.4770507812518 4.4095001220703134 -20.499999999999996 5.0659999847412118 2.5000000000000004 7882.7980957031259 3.4465000629425053 -5.4999999999999991 82.500000000000014 3.653500080108643 72035.476562500015 30553.010742187504 22009.412109375004 75.500000000000014 17012.167968750004 1.0000000180025095e-35 35189.248046875007 27647.242187500004 22.500000000000004 -8.4999999999999982 12411.391601562502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 -5 -4 7 8 14 11 -11 -9 -13 -14 15 -7 17 -12 19 20 21 23 26 24 28 -22 27 -23 -8 -30 right_child=1 2 5 4 -6 6 18 9 -10 10 16 12 13 -15 -16 -17 -18 -19 -20 -21 25 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00010740230593226991 0.0018741869480805714 -0.037886015690317833 -0.00043953107372518666 0.0076373670648347521 -0.031335510363071493 0.0050198667922154916 -0.012242126266995727 -0.045324818316922609 -0.0049875996334631583 0.0036655082567448156 0.0099663888787015226 -0.0037311007868317315 -0.010434366810560191 0.0024318705978202725 0.0085474013332131268 -0.0024374266293008305 -0.00043366686914943263 -0.031523300061175777 6.860092528785953e-05 0.0022878380237955861 -0.010239483969007335 -0.010487167782884659 0.024381614830055392 -0.0085141466248214066 -0.0070260030946788163 -0.0032397536092923559 -0.0029372150268045568 0.0081856313160152492 -0.0099203218851489205 0.0088249141961367229 leaf_weight=180720.27346709266 3368.0996673963964 40.661394700407982 60435.225576353259 84.66783993691206 27.570990271866322 2324.9632812663913 57.182861588895321 11.814300321042536 365.52934908121824 2807.4393190331757 198.80254261381924 2360.8517283797264 166.83701756037772 1245.0057353079319 798.87255115807056 614.03057011961937 6171.6965467948467 9.1198090314865095 54579.133658917272 1660.4441141709685 612.64366411417723 94.941518977284431 130.8165494799614 701.631750613451 347.64478985965252 2010.0486697778106 402.6478031501174 554.26931124925613 64.579958856105804 364.07772845029831 leaf_count=774066 15416 173 263677 358 136 9668 238 71 1510 11707 1093 9705 887 5391 3329 2541 26085 38 257849 6816 2477 381 538 2837 1416 8155 1624 2232 264 1496 internal_value=2.34855e-05 -8.28559e-05 -0.000130194 -0.0114965 -0.00193615 -0.000117699 0.000129583 0.000962251 0.00369926 9.64329e-05 0.00101317 -0.002129 -0.00199373 0.000911471 0.00454875 0.00346185 -0.000154022 0.00814658 -0.0001013 -0.00142585 -0.00258049 -0.000366421 0.00469126 -0.00426292 -0.000684226 -0.00487484 0.00224242 0.00545489 0.00385365 0.00600083 internal_weight=323332 142611 139243 152.9 112.239 139090 78655 17075 4103.4 12971.6 9187.06 3784.51 3772.69 1411.84 3737.87 2938.99 6379.62 207.922 61580.1 7000.93 5340.48 2717.79 1182.68 1535.12 833.485 2622.69 1051.86 649.211 485.841 428.658 internal_count=1412174 638108 622692 667 494 622025 358348 72025 17048 54977 38923 16054 15983 6278 15538 12209 27216 1131 286323 28474 21658 11026 4775 6251 3414 10632 4237 2613 1998 1760 is_linear=0 shrinkage=0.03 Tree=796 num_leaves=31 num_cat=0 split_feature=3 2 2 3 3 2 2 3 2 2 3 1 3 0 2 3 1 0 2 0 3 2 2 2 0 2 1 2 0 2 split_gain=3.01634 13.8128 20.6993 40.541 33.0651 11.5727 15.8133 42.3307 31.6724 27.6648 29.7523 22.4711 19.9018 25.5186 17.0269 28.2628 15.5477 15.6744 14.8669 16.762 14.4905 31.4002 31.2017 56.0171 59.8519 24.4716 30.7843 21.9077 20.2961 22.0792 threshold=2.7749999761581425 358.41200256347662 377.56446838378912 2.9229999780654912 5.4584999084472665 6704.7329101562509 11333.392578125002 3.653500080108643 8598.4760742187518 8226.4770507812518 4.4095001220703134 -20.499999999999996 5.0659999847412118 3.5000000000000004 7882.7980957031259 3.4465000629425053 -5.4999999999999991 82.500000000000014 2385.3286132812505 7.5000000000000009 3.653500080108643 68532.378906250015 30553.010742187504 22009.412109375004 75.500000000000014 17466.614257812504 1.0000000180025095e-35 35189.248046875007 22.500000000000004 37774.541015625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 -5 18 7 8 14 11 -11 -9 -13 -14 15 -7 17 -12 19 -4 21 22 23 25 -25 26 -8 -24 29 -29 right_child=1 2 5 4 -6 6 20 9 -10 10 16 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 24 -26 -27 -28 28 -30 -31 leaf_value=0.00010418006719756501 0.0018180312342144192 -0.036890552934445445 0.0027674078060400432 0.0074058839006128172 -0.030438904430817364 0.0048725167273516758 0.0037694668618894929 -0.042856532398723952 -0.0048355724121884446 0.0035574523987672592 0.009715009323284677 -0.0036183431542337889 -0.0084955666183643037 0.0026186061289808706 0.0083015618678394347 -0.0023636910350236908 -0.00042064473182996552 -0.030403083455138799 -0.0010783934268884699 -0.00021980125579460649 6.654338024048152e-05 0.0020099467432089192 -0.0099357092263955959 0.0021750932535326323 0.023719909073370127 -0.0086889174162916964 -0.007414147662687786 0.015065442263360034 -0.0048832884627192791 -0.0016951354742557032 leaf_weight=180720.60907642799 3367.9719775505364 40.508149415254593 1769.3613781034946 84.694425277411938 27.532208003103733 2323.4380625262856 521.20947246998549 12.115118779242037 365.70792049914598 2805.9555343054235 197.84299332182854 2361.3814986348152 220.30808232165873 1191.4315783977509 797.86963924765587 614.18739791214466 6171.875181986019 9.1713465452194196 20694.213944045827 37972.035877365619 54578.647966159158 1817.1732997447252 612.43653137981892 1051.8763732761145 130.43766610324383 627.93889737874269 385.25187847018242 100.03768648207188 1511.6837422326207 241.5123580545187 leaf_count=774066 15416 173 8968 358 136 9668 2141 71 1510 11707 1093 9705 1147 5131 3329 2541 26085 38 90036 164673 257849 7453 2477 4237 538 2539 1571 406 6138 974 internal_value=2.27836e-05 -8.03681e-05 -0.000126288 -0.0111643 -0.00187846 -0.000114166 0.000125715 0.000933629 0.00359026 9.35879e-05 0.000983043 -0.00206467 -0.00193369 0.000884191 0.00441516 0.0033596 -0.000149392 0.00793766 -0.000426342 -8.68051e-05 -9.82626e-05 -0.00138333 -0.00257316 -0.000355519 0.004552 -0.00413695 -0.000983641 -0.00501659 -0.00339098 0.00321392 internal_weight=323326 142606 139238 152.735 112.227 139085 78649.5 17071.3 4101.2 12970.1 9184.85 3785.24 3773.12 1411.74 3735.5 2937.63 6378.89 207.014 60435.6 39741.4 61578.2 6999.56 5182.38 2716.71 1182.31 1534.4 906.461 2465.67 1853.23 341.55 internal_count=1412174 638108 622692 667 494 622025 358348 72025 17048 54977 38923 16054 15983 6278 15538 12209 27216 1131 263677 173641 286323 28474 21021 11026 4775 6251 3712 9995 7518 1380 is_linear=0 shrinkage=0.03 Tree=797 num_leaves=31 num_cat=0 split_feature=3 2 2 3 3 2 2 3 2 2 3 1 3 0 0 2 1 1 0 1 0 0 2 3 2 1 2 0 3 2 split_gain=2.83796 12.9969 19.5039 38.371 31.1533 10.8891 14.8832 39.8557 29.8152 26.0283 28.0111 20.5971 18.7203 24.1817 16.6676 17.5419 20.1739 14.6906 14.7367 14.604 14.2932 14.1369 20.2106 35.1415 19.2343 16.0559 13.9876 15.7783 13.6367 29.6479 threshold=2.7749999761581425 358.41200256347662 377.56446838378912 2.9229999780654912 5.4584999084472665 6704.7329101562509 11333.392578125002 3.653500080108643 8598.4760742187518 8226.4770507812518 4.4095001220703134 -20.499999999999996 5.0659999847412118 2.5000000000000004 25.500000000000004 8055.6518554687509 1.0000000180025095e-35 -5.4999999999999991 82.500000000000014 1.5000000000000002 22.500000000000004 9.5000000000000018 10120.596191406252 5.0659999847412118 8598.4760742187518 -3.4999999999999996 2385.3286132812505 7.5000000000000009 3.653500080108643 72035.476562500015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 -5 26 7 8 14 11 -11 -9 -13 -14 15 -7 -17 18 -12 20 -18 24 -23 25 -19 -24 27 -4 29 -8 right_child=1 2 5 4 -6 6 28 9 -10 10 17 12 13 -15 -16 16 19 21 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00010105445680482309 0.0017635582571026978 -0.035939057365297671 0.0026856832703591573 0.0071816590566468538 -0.029573621144340489 0.0019950517103465015 -0.0024312352812407264 -0.040605780188819059 -0.0046883032939964465 0.0034525479779124743 0.0094691348210205317 -0.0035090396192472119 -0.0098690884781380672 0.002294964673897395 0.0074834155577824055 0.0005690583674083623 0.027084154724111829 0.01337189658413486 -0.029342071538062519 0.0052402393849958952 0.0076621530158009635 -0.0027371142546258891 -0.014893867496321328 -0.0022683835683012374 0.001198658596690506 0.0055783107599576796 -0.001046015110301921 -0.00021320701338049109 6.4547653801868022e-05 0.0021586745879550629 leaf_weight=180720.93347492453 3367.8442744538188 40.335792377591133 1768.5197783391923 84.718208499252796 27.488291226327419 2268.4549560546875 5337.580241329968 12.398561939597128 365.87707724422216 2804.4994421750307 196.90518651437014 2361.8807216882706 166.79392608255148 1244.859044007957 1053.0472215637565 164.08597765862942 94.884142607450485 138.23012744635344 9.2171714603900892 99.433033585548401 53.235812276601791 2811.9059106111526 35.615595728158951 1352.3135660290718 754.09562859870493 1079.8871548324823 20694.731611600146 37972.054103568196 54578.176642661681 1660.6157886758447 leaf_count=774066 15416 173 8968 358 136 9446 21658 71 1510 11707 1093 9705 887 5391 4370 724 382 660 38 402 214 11612 169 5606 3612 4426 90036 164673 257849 6816 internal_value=2.21025e-05 -7.79558e-05 -0.0001225 -0.0108438 -0.00182263 -0.000110741 0.000121961 0.000905855 0.00348447 9.08253e-05 0.000953803 -0.0020023 -0.00187546 0.00085772 0.00428547 0.00302895 0.00872654 -0.000144902 0.00773361 0.0141336 0.0201037 -0.000408014 -0.000998269 0.000983025 0.00308441 0.00492468 -0.000413553 -8.42017e-05 -9.53173e-05 -0.00134209 internal_weight=323321 142600 139232 152.542 112.206 139079 78644 17067.6 4099.02 12968.6 9182.67 3785.93 3773.53 1411.65 3733.14 2680.09 411.639 6378.17 206.122 247.553 148.12 6172.05 5279.72 2467.82 892.326 1115.5 60435.3 39740.6 61576.4 6998.2 internal_count=1412174 638108 622692 667 494 622025 358348 72025 17048 54977 38923 16054 15983 6278 15538 11168 1722 27216 1131 998 596 26085 21813 10201 4272 4595 263677 173641 286323 28474 is_linear=0 shrinkage=0.03 Tree=798 num_leaves=31 num_cat=0 split_feature=3 2 2 3 3 2 2 2 3 2 2 3 0 1 3 0 1 0 1 0 2 3 2 1 2 0 3 2 2 2 split_gain=2.67011 12.2292 18.3807 36.3388 29.3565 10.8527 10.246 14.0081 37.5207 28.4362 24.4896 26.3708 20.5237 18.9171 17.6092 22.799 13.8798 13.8598 13.5953 13.3039 19.0136 33.0764 18.1311 15.0696 13.1603 14.8522 12.8312 27.9035 29.3605 52.731 threshold=2.7749999761581425 358.41200256347662 377.56446838378912 2.9229999780654912 5.4584999084472665 308.54922485351568 6704.7329101562509 11333.392578125002 3.653500080108643 9188.5839843750018 8226.4770507812518 4.4095001220703134 25.500000000000004 -20.499999999999996 5.0659999847412118 3.5000000000000004 -5.4999999999999991 82.500000000000014 -1.4999999999999998 9.5000000000000018 10120.596191406252 5.0659999847412118 8598.4760742187518 -3.4999999999999996 2385.3286132812505 7.5000000000000009 3.653500080108643 68532.378906250015 30553.010742187504 22009.412109375004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -5 -2 24 8 9 12 13 18 -8 -10 -15 -16 17 -13 -12 22 -21 23 -18 -22 25 -4 27 28 29 -9 right_child=1 2 6 4 -6 -7 7 26 10 -11 11 16 -14 14 15 -17 19 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=9.8022644940404228e-05 0.00089831070533544948 -0.035027963739771656 0.0026063391931955104 0.0069644409177706717 -0.028737888921812921 0.0052807350452493415 0.0025878167979958015 -0.0039421061323644327 -0.038543972859077721 -0.0075067330821714379 -0.0012056551044373203 0.0092286677248572813 0.0074259541570447845 -0.0034030800594139466 -0.0080345104529870592 0.0024715421487557497 0.012988658018126159 -0.028335224953511234 0.0043087318264150003 -0.0026545984022709993 -0.014366542213472826 -0.0022001069886562886 0.0011627901314042715 0.0054143786573671243 -0.0010146101622199222 -0.00020681084828283084 6.2611795766911202e-05 0.0018965872760879051 -0.0047942175294301047 0.0044898785712225303 leaf_weight=180721.24751521111 2743.4150074124336 40.146256774663925 1767.7001990899444 84.739390306174755 27.439787201583385 624.30175318568945 2792.1212081611156 1533.5728746578097 12.665710337460039 205.06876099854708 486.98425052687526 195.98887858260423 1100.0032502934337 2362.351193189621 220.27449215576053 1191.2708417028189 138.04231225699186 9.257708474993704 2316.086986079812 2812.3255166113377 35.812121048569679 1352.4497879371047 754.0374108646065 1079.2158574312925 20695.224509571679 37972.07096016407 54577.719397679437 1817.3309313580394 2465.1449640765786 1181.9450421258807 leaf_count=774066 12531 173 8968 358 136 2885 11636 6251 71 843 2273 1093 4569 9705 1147 5131 660 38 9434 11612 169 5606 3612 4426 90036 164673 257849 7453 9995 4775 internal_value=2.14419e-05 -7.56147e-05 -0.000118824 -0.0105343 -0.00176859 0.00171072 -0.000107416 0.000118319 0.000878916 0.0033815 8.8157e-05 0.00092548 0.00395518 -0.00194186 -0.00181902 0.000832051 -0.000140529 0.00753434 0.0033507 -0.000395758 -0.000968283 0.000953708 0.00299275 0.00477906 -0.000401148 -8.16766e-05 -9.24589e-05 -0.00130186 -0.00242385 -0.000272036 internal_weight=323316 142595 139227 152.325 112.179 3367.72 139075 78639.7 17064 4097.19 12966.8 9180.2 3892.12 3786.56 3773.9 1411.55 6377.13 205.247 2803.07 6171.88 5279.8 2467.48 892.08 1115.03 60435 39739.8 61575.7 6997.99 5180.66 2715.52 internal_count=1412174 638108 622692 667 494 15416 622025 358348 72025 17048 54977 38923 16205 16054 15983 6278 27216 1131 11707 26085 21813 10201 4272 4595 263677 173641 286323 28474 21021 11026 is_linear=0 shrinkage=0.03 Tree=799 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 0 2 2 0 2 2 0 0 2 1 2 0 1 0 1 1 3 2 3 1 1 2 2 2 split_gain=2.53314 3.73362 10.3011 6.89065 4.66882 6.2369 4.14022 8.62685 7.03062 5.39491 4.90002 9.6905 8.78944 5.27134 11.7371 7.05403 4.54848 4.5045 5.15575 4.72356 6.57215 5.57111 4.49937 9.84446 12.5837 7.33502 5.56668 5.52343 5.13459 4.25021 threshold=18.500000000000004 25.500000000000004 2047.524841308594 6113.6403808593759 68532.378906250015 27647.242187500004 26.500000000000004 4706.8647460937509 7019.5273437500009 27.500000000000004 4805.4782714843759 5216.6582031250009 68.500000000000014 34.500000000000007 2471.414184570313 24.500000000000004 1707.8798828125002 95.500000000000014 31.500000000000004 93.500000000000014 42.500000000000007 45.500000000000007 2.0774999856948857 6409.8125000000009 1.7404999732971194 25.500000000000004 22.500000000000004 18421.471679687504 8796.4672851562518 7353.4816894531259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 5 -5 7 -3 -9 -8 13 12 -12 14 15 -11 -17 18 22 21 -21 -20 23 -13 25 29 -26 28 -27 -25 right_child=1 6 3 4 -6 -7 9 8 -10 10 11 17 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 24 26 27 -28 -29 -30 -31 leaf_value=1.2842426871008249e-05 -0.01852919159078199 -0.021788888125427557 0.019506459737415272 -0.0001226784482120329 -0.010425171099788605 0.013729583962481967 0.011307422320587329 0.019162011292406574 -0.0099450833224944014 0.0058113151579150119 -0.0056757780142052405 -0.02634414582550209 -0.030305860962108227 0.0011872087073420677 0.014771576978632666 -0.0035174629689551928 -0.028943760024643956 0.013434583355756993 0.0053902269176337456 -0.028732348116469398 0.0017165420866037371 -0.00095934678594724134 -3.0259052473909051e-05 0.025097338012976613 -0.022154324403138605 -0.016054109300262839 -0.0051473549045779159 -0.024782585166148449 0.0056098381285682444 0.0039380576324399173 leaf_weight=320433.18936344807 15.276633769273756 22.457077696919441 32.925388261675835 62.799277350306511 17.151390537619591 54.762083694338799 43.190123692154884 13.231804862618448 17.147189259529114 37.919103220105171 56.366857133805752 18.749656043946743 16.964329645037651 1274.9824575595558 81.381928533315659 14.626215845346453 11.166094914078711 21.658245843835175 264.46373779326677 10.710997290909292 15.777162604033945 234.75979667156935 315.82227303832769 9.4457742944359762 37.474003002047539 15.648637928068636 32.209559574723244 13.007642477750776 26.554979309439659 89.472558066248894 leaf_count=1398547 97 132 156 262 70 244 183 54 70 215 259 133 70 6119 348 77 51 282 1145 59 99 1049 1357 68 201 99 137 55 112 424 internal_value=2.08008e-05 0.000906846 0.00505451 0.00720366 0.00419671 0.00632994 0.000625356 -0.00768977 0.00273274 0.000791624 0.000616883 -0.000812624 -0.0113737 0.0018038 0.00722199 -0.00242148 -0.0145251 -0.000112239 -0.00038288 0.00174931 -0.0105961 0.00240434 -0.00239031 -0.00546315 -0.00371387 0.00106919 -0.0142933 -0.0076908 -0.00242292 0.00595857 internal_weight=323311 2878.1 182.915 167.638 134.713 117.561 2695.19 52.8361 30.379 2642.35 2599.16 1179.09 73.3312 1420.08 145.093 63.7114 25.7923 1105.76 1084.1 525.712 26.4882 499.224 558.385 242.563 223.813 154.13 69.6836 55.2113 42.2036 98.9183 internal_count=1412174 13627 829 732 576 506 12798 256 124 12542 12359 5549 329 6810 691 343 128 5220 4938 2352 158 2194 2586 1229 1096 758 338 266 211 492 is_linear=0 shrinkage=0.03 Tree=800 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 0 0 2 0 0 0 2 0 2 1 2 1 3 1 2 0 0 2 0 1 0 1 2 1 0 split_gain=3.85633 9.29205 17.6029 17.7078 21.9157 9.55266 11.7085 14.8288 10.9616 15.0281 20.6167 22.164 19.8723 39.0683 13.9556 13.6501 11.2999 10.4631 13.5672 9.37393 22.4578 13.866 13.4514 9.75127 9.23674 8.69015 17.7677 8.68979 8.18634 7.92179 threshold=1526.1497802734377 1164.8808593750002 -5.4999999999999991 52.500000000000007 10.500000000000002 21.500000000000004 18.500000000000004 1395.3037719726565 35.500000000000007 42.500000000000007 47.500000000000007 1289.946716308594 46.500000000000007 1443.1333007812502 3.5000000000000004 1289.946716308594 2.5000000000000004 1.0205000042915346 1.0000000180025095e-35 1395.3037719726565 60.500000000000007 57.500000000000007 1289.946716308594 63.500000000000007 1.0000000180025095e-35 20.500000000000004 1.0000000180025095e-35 1209.7733154296877 -1.4999999999999998 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 -6 25 15 14 11 16 28 -14 -10 29 -11 18 -12 20 -5 24 -22 -24 -21 -8 27 -27 -13 -7 right_child=-2 2 3 19 5 8 7 -9 9 10 17 12 13 -15 -16 -17 -18 -19 -20 21 22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=2.317930489645688e-05 -0.00011888132307365172 -0.0071059111021636572 -0.0010116205104430179 -0.010801090961136458 0.0040940297513897593 -0.015966671580298408 0.021298244780812943 -0.0077509268825173986 0.0068746994195324415 -0.0036382990295964982 0.021555567973642619 -0.0031849784985490967 0.022562937832637773 -0.036944693432627448 -0.0044803863807072125 -0.0020624480786383087 -0.01763874500843586 0.011885604301115849 -0.012455884711575736 0.00047587206401891887 0.0026750685529487112 -0.00039226760980518054 0.013965673199457157 -0.0075235520072583703 0.022723460463811785 0.0072812800541579171 0.022591969156901707 -0.023954273915073123 0.013174904374148465 0.0052122008547213364 leaf_weight=100773.46201871522 214827.78881558008 228.57162807881832 1580.8541737347841 264.00134798884392 955.10086208581924 16.512496307492256 98.655085816979408 28.539971604943275 1086.411469399929 430.23263408243656 14.494938194751738 33.624495208263397 16.696507498621941 24.498661682009697 107.00603690743446 865.02082452178001 58.998824596405029 183.22804662585258 38.839959651231766 27.406957790255547 440.11155278980732 366.93367011845112 20.595569893717766 246.04382073879242 43.379551470279694 15.639204993844031 33.137193575501442 16.444676652550697 151.82257851958275 425.0386787801981 leaf_count=433235 945150 1157 7156 1124 4299 69 427 132 4613 1799 64 152 70 123 482 3596 282 772 174 114 1885 1562 86 1106 178 70 134 74 633 1766 internal_value=-4.52305e-05 0.000100474 0.00109682 0.00134387 0.00203562 0.00308287 0.00545418 0.0122056 0.00229469 0.00361374 0.000803453 -0.00173382 0.00602174 -0.0128261 0.00585656 0.000128333 -0.00532668 0.00848162 -0.00321252 -0.00169178 -0.00333521 0.00195294 -0.000546393 -0.0058637 0.0141097 0.0156812 0.0071846 -0.00872858 0.0102086 0.00442018 internal_weight=323419 108591 7817.84 7589.27 6180.8 4599.94 1147.52 192.416 3452.43 2145.85 952.437 715.874 226.642 41.1952 1193.42 1306.57 489.231 236.563 53.3349 1408.47 970.752 437.72 706.751 266.639 70.7865 163.876 65.2211 32.0839 185.447 441.551 internal_count=1412484 467334 34099 32942 26887 19731 5136 837 14595 9164 4069 3059 978 193 5095 5431 2081 1010 238 6055 4201 1854 3077 1192 292 705 278 144 785 1835 is_linear=0 shrinkage=0.03 Tree=801 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 0 0 2 0 0 0 2 0 2 1 2 1 3 1 2 0 0 2 0 0 0 1 2 1 0 split_gain=3.6284 8.74634 16.5272 16.6704 20.6382 8.99461 11.0492 13.9813 10.3318 14.1619 19.4269 20.8687 18.7554 37.2801 13.1936 12.8439 10.7491 9.83607 12.835 8.82582 21.177 13.0572 12.6693 12.23 9.1815 8.2927 16.6955 8.10875 7.87486 7.86908 threshold=1526.1497802734377 1164.8808593750002 -5.4999999999999991 52.500000000000007 10.500000000000002 21.500000000000004 18.500000000000004 1395.3037719726565 35.500000000000007 42.500000000000007 47.500000000000007 1289.946716308594 46.500000000000007 1443.1333007812502 2.5000000000000004 1289.946716308594 2.5000000000000004 1.0205000042915346 1.0000000180025095e-35 1395.3037719726565 60.500000000000007 60.500000000000007 1289.946716308594 66.500000000000014 63.500000000000007 20.500000000000004 1.0000000180025095e-35 1209.7733154296877 1.5000000000000002 64.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 -6 25 15 14 11 16 -13 -14 -10 -7 -11 18 -12 20 -5 -21 29 -23 -24 -8 27 -27 -20 -22 right_child=-2 2 3 19 5 8 7 -9 9 10 17 12 13 -15 -16 -17 -18 -19 28 21 22 23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=2.2483895846130115e-05 -0.00011531417551986207 -0.0068711886052882868 -0.00098123678453388048 -0.010494743087279249 0.0039731080939860884 0.0042877557964201302 0.020746498509249752 -0.0075214405162094657 0.006816058904671349 -0.0035280329846668081 0.021047359538548062 0.0098989841176336281 0.021866961677173984 -0.036444621692602437 -0.0031405639785724547 -0.0020006584228652764 -0.017221303045608254 0.011535105453508178 -0.02116617388475759 0.010973428487501373 0.011979953983056735 -0.011545964560802079 0.013536971097492275 0.0021163547898400341 -0.0073094597188231233 0.007079514862781246 0.021889392611255391 -0.023055523696870563 0.0081400845312973313 0.00088009509100767124 leaf_weight=100773.57810314558 214829.1137221948 229.2773787304759 1580.9100536704063 263.56321077048779 954.65128183364868 441.53218223154545 98.246665522456169 28.528606161475182 1056.9186515510082 430.36676375567913 14.401021137833593 185.50954613089561 16.710849970579147 24.095883429050446 135.08926562964916 864.98512877523899 58.621857672929764 183.13308076560497 26.760712236166 107.53472664952278 67.978995308279991 76.847735553979874 20.610146924853325 253.45658876001835 245.65880940854549 15.602933958172796 33.174166113138199 16.571171209216118 11.931308686733244 372.2536328881979 leaf_count=433235 945150 1157 7156 1124 4299 1835 427 132 4497 1799 64 785 70 123 598 3596 282 772 120 443 283 321 86 1090 1106 70 134 74 54 1602 internal_value=-4.38741e-05 9.74615e-05 0.0010643 0.00130415 0.00197553 0.0029924 0.00529415 0.0118583 0.00222732 0.00350903 0.000779771 -0.0016836 0.00584848 -0.0125653 0.00568768 0.000124485 -0.00516964 0.00823898 -0.00313029 -0.00164181 -0.00323758 0.00189373 -0.000530261 -0.00106228 -0.00569587 0.0152379 0.00695606 -0.00844144 -0.0121291 0.00259409 internal_weight=323418 108589 7814.92 7585.64 6177.74 4596.83 1146.77 192.124 3450.06 2143.54 951.531 715.305 226.316 40.8067 1192.01 1306.52 488.989 236.226 53.093 1407.9 970.065 437.839 706.502 330.304 266.269 163.595 65.3483 32.1741 38.692 440.233 internal_count=1412484 467334 34099 32942 26887 19731 5136 837 14595 9164 4069 3059 978 193 5095 5431 2081 1010 238 6055 4201 1854 3077 1411 1192 705 278 144 174 1885 is_linear=0 shrinkage=0.03 Tree=802 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 0 0 2 0 0 0 2 0 2 1 2 1 3 1 0 2 0 0 0 0 1 2 3 3 0 split_gain=3.41395 8.23319 15.5188 15.6944 19.4361 8.46873 10.43 13.1843 9.73982 13.3439 18.3064 19.6549 17.714 35.5867 12.4776 12.085 10.2242 9.24768 12.1439 8.3501 9.62363 19.3851 10.1165 16.4288 7.91138 15.6924 7.72828 14.2628 57.5085 32.8246 threshold=1526.1497802734377 1164.8808593750002 -5.4999999999999991 52.500000000000007 10.500000000000002 21.500000000000004 18.500000000000004 1395.3037719726565 35.500000000000007 42.500000000000007 47.500000000000007 1289.946716308594 46.500000000000007 1443.1333007812502 3.5000000000000004 1289.946716308594 2.5000000000000004 1.0205000042915346 1.0000000180025095e-35 71.500000000000014 1395.3037719726565 60.500000000000007 60.500000000000007 63.500000000000007 20.500000000000004 1.0000000180025095e-35 2602.8994140625005 1.8989999890327456 3.4465000629425053 57.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 -6 24 15 14 11 16 -13 -14 -10 -7 -11 18 -12 20 22 -22 -5 -24 -8 -26 27 29 -29 -2 right_child=26 2 3 19 5 8 7 -9 9 10 17 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31 leaf_value=2.1809337864947388e-05 -0.00044177909818115423 -0.0066450339889983995 -0.00095176696206704142 -0.010197102549420661 0.0038557255972523998 0.0041591558441252639 0.020210661012720836 -0.0072988101964974305 0.0064875892733625689 -0.0034211611370242364 0.020552113432081333 0.0096072424309986745 0.021197588802814967 -0.035961948486659581 -0.0042622173044910656 -0.0019407208950000454 -0.016813220822192883 0.011195428924622245 -0.011813252000531299 0.00086205707078362609 0.010643554399260111 -0.0064355232968901204 0.0099869496853517998 -0.0069472323571828304 -0.0081657098503276626 0.02121456126751127 -4.8037276092260979e-05 -0.004971518272022162 0.00013527917509379643 0.0050300888686197085 leaf_weight=100773.69060551003 14019.112422563136 229.95754365622997 1580.963752746582 263.12532597780228 954.20976024866104 441.52878603339195 97.832238405942917 28.517006397247314 1083.8371547311544 430.49444589018822 14.30704030394554 185.41012659668922 16.721216157078743 23.692827418446541 106.75029128789902 864.94893331825733 58.249074220657349 183.03032770752907 38.539911538362503 660.93360160291195 107.54139114916325 134.76063612103462 74.790961369872093 166.00205585360527 32.257210776209831 33.202096194028854 190826.6479752505 2979.4404242634773 5943.8321073837578 1061.3646937906742 leaf_count=433235 58605 1157 7156 1124 4299 1835 427 132 4613 1799 64 785 70 123 482 3596 282 772 174 2905 443 571 311 701 144 134 842931 12503 26765 4346 internal_value=-4.25583e-05 9.45398e-05 0.0010328 0.00126567 0.00191728 0.00290472 0.00513888 0.0115223 0.00216204 0.00340766 0.000756914 -0.00163519 0.00568446 -0.0123123 0.00552374 0.000120754 -0.00501724 0.00800357 -0.00305111 -0.00159351 -0.00376842 0.00114472 -0.00613083 -0.00168743 0.0148092 0.00673647 -0.000111854 -0.000619189 -0.00156986 -5.66688e-05 internal_weight=323416 108585 7811.6 7581.65 6174.49 4593.53 1146.02 191.809 3447.51 2141.03 950.445 714.568 225.824 40.414 1190.59 1306.48 488.744 235.877 52.847 1407.15 746.22 242.302 503.918 240.793 163.292 65.4593 214830 24003.7 8923.27 15080.5 internal_count=1412484 467334 34099 32942 26887 19731 5136 837 14595 9164 4069 3059 978 193 5095 5431 2081 1010 238 6055 3150 1014 2136 1012 705 278 945150 102219 39268 62951 is_linear=0 shrinkage=0.03 Tree=803 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 0 0 2 2 0 1 0 0 0 2 1 2 2 2 0 2 2 0 2 2 2 0 2 split_gain=3.25915 12.431 14.291 12.5664 8.26206 10.0086 7.22429 7.06746 13.585 10.4984 7.98345 5.9883 6.84534 5.9751 5.81225 16.5631 27.0662 20.3298 19.3731 36.0573 16.0678 15.4411 14.9685 14.1866 13.9027 63.3384 31.1022 19.1516 13.6265 16.274 threshold=1.0000000180025095e-35 156.82556152343753 164.41123962402347 34.500000000000007 149.35324859619143 63.500000000000007 13.500000000000002 68.500000000000014 71.500000000000014 134.73744964599612 112.33882141113283 47.500000000000007 -4.4999999999999991 27.500000000000004 57.500000000000007 52.500000000000007 2680.677124023438 -3.4999999999999996 6113.6403808593759 8226.4770507812518 269.37811279296881 56.500000000000007 3093.6569824218755 2871.6833496093755 54.500000000000007 2343.383422851563 558.56738281250011 521.58471679687511 58.500000000000007 596.91259765625011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 -1 10 -9 -10 -7 12 -5 -6 15 -4 20 -18 21 -20 -17 22 23 -19 26 -26 27 -22 29 -16 right_child=-2 2 14 11 13 7 -8 8 9 -11 -12 -13 -14 -15 28 16 17 18 19 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.023399073994105572 5.0459661729202059e-05 0.010117779320701218 -0.00017020862062158454 0.0048485885179961608 -0.010442502720590672 0.002953967469710792 0.00015547001222210861 -0.0086199890427109925 0.0037397706094638439 0.036457930439784292 0.015951685542672369 -0.0013603406487213811 -0.0067390629423273399 0.0039447032456452506 0.0021586920941395319 0.001900244359911409 -0.0021802476942905176 0.0072910759449218371 -0.010702457699193478 0.0034851237012927597 -0.0021174889391369117 9.6845362444994267e-06 0.0051721324936217488 0.017530397202164632 -0.00081528826657007911 -0.019000219162183671 0.0025417240992864644 -0.02071910685273658 -0.00046567094354147483 -0.0067851719620617822 leaf_weight=12.076506458222864 167745.62625500746 58.000403329730034 121872.4223030553 49.401895850896835 26.60888709127903 79.196628719568253 3466.3277865871787 64.294835925102234 30.682472184300423 12.391057297587393 91.862645670771599 415.86047817766666 644.05108018219471 1098.8007735162973 255.87990362942219 1455.9201531410217 543.10631543397903 303.21494981646538 196.74701192975044 892.83429147303104 110.42589242756367 329.67972202599049 1100.1722005903721 203.52138333022594 806.20389044284821 219.26171185076237 897.92972454428673 90.751936420798302 19695.562371801585 643.73565880954266 leaf_count=149 718801 247 551649 226 113 342 14661 261 159 52 393 1691 2585 4467 1054 6032 2543 1279 795 3785 450 1364 4556 894 3343 909 3796 367 82827 2694 internal_value=-4.12822e-05 -0.000140143 -0.000188383 -0.0034949 0.00134972 0.000674258 0.000236168 0.00614733 0.000114344 0.0131519 0.00993403 -0.00420664 -0.00591355 0.00360454 -0.000162585 -8.78796e-05 0.00131547 0.00316419 0.00412335 0.000923255 -0.000527452 0.00592382 0.00713719 0.0114035 -0.0021911 -0.00470353 0.000153001 -0.0105087 -0.000630591 -0.00424125 internal_weight=323413 155667 150785 1167.31 4882.24 3756.83 3478.4 278.428 107.368 43.0735 171.059 1109.31 693.453 1125.41 149617 129022 7149.77 3569.28 3026.17 1089.58 3580.49 1936.59 1606.91 506.736 2124.57 1025.47 1099.11 201.178 20595.2 899.616 internal_count=1412484 693683 673086 4749 20597 16017 14810 1207 472 211 735 4502 2811 4580 668337 581762 30113 15216 12673 4580 14897 8093 6729 2173 8865 4252 4613 817 86575 3748 is_linear=0 shrinkage=0.03 Tree=804 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 0 0 2 0 0 0 2 0 2 1 2 1 3 1 2 0 2 0 1 0 1 0 1 2 1 split_gain=3.21303 7.77505 14.5564 14.7456 18.3051 7.97234 9.84741 12.435 9.18412 12.5759 17.2472 18.5082 16.7351 33.984 11.8104 11.3713 9.7302 8.69572 11.4931 7.93973 18.7683 11.7971 11.7725 8.60093 8.34436 7.67889 7.54817 14.7474 7.55193 7.49931 threshold=1526.1497802734377 1164.8808593750002 -5.4999999999999991 52.500000000000007 10.500000000000002 21.500000000000004 18.500000000000004 1395.3037719726565 35.500000000000007 42.500000000000007 47.500000000000007 1289.946716308594 46.500000000000007 1443.1333007812502 2.5000000000000004 1289.946716308594 2.5000000000000004 1.0205000042915346 1.0000000180025095e-35 1395.3037719726565 60.500000000000007 1289.946716308594 57.500000000000007 1.0000000180025095e-35 63.500000000000007 -1.4999999999999998 20.500000000000004 1.0000000180025095e-35 1209.7733154296877 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 -6 26 15 14 11 16 25 -14 -10 -7 -11 18 -12 20 -5 -22 23 -21 -23 -13 -8 28 -28 -20 right_child=-2 2 3 19 5 8 7 -9 9 10 17 12 13 -15 -16 -17 -18 -19 29 22 21 24 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=2.2299633218517064e-05 -0.00010726458734370916 -0.0064197555881139292 -0.00092128105637933515 -0.0099021007792793637 0.0037434977339777594 0.0040362033143514896 0.019692127559957879 -0.0070815818657213774 0.0064359592577737535 -0.0033146411475683873 0.020073244812008315 -0.003688315416588284 0.020553956058992167 -0.035495852698548998 -0.0029927533996906256 -0.0018808272840321475 -0.016415402867394374 0.010867255938905909 -0.02039901406979339 -0.00021000387733349513 0.0025034322812901512 0.012823790092172899 -0.00035117055230164581 0.021262698962988588 -0.0070414919319941698 0.012191498610685402 0.0071143510578155116 0.020564228317733881 -0.021896751953362291 0.0082575524741961837 leaf_weight=100774.26298620738 214832.86953704758 230.63289146125317 1581.0762737095356 262.68619737029076 953.81480160355568 441.53070898354053 97.416875317692757 28.505928099155426 1054.3982319682837 430.62623143196106 14.213951930403708 33.441036880016327 16.728267580270767 23.290782019495964 134.85677589476109 864.92789888381958 57.881870374083519 182.92495696246624 26.477979362010956 27.287647813558578 440.32838149368763 20.631496861577034 366.78165683150291 43.634607329964638 245.20874544978142 151.86992806196213 15.60921289026737 33.221764802932739 16.731937825679779 11.918529555201529 leaf_count=433235 945150 1157 7156 1124 4299 1835 427 132 4497 1799 64 152 70 123 598 3596 282 772 120 114 1885 86 1562 178 1106 633 70 134 74 54 internal_value=-4.004e-05 9.29648e-05 0.00100493 0.0012309 0.00186267 0.00282155 0.0049899 0.0111984 0.00210069 0.00331135 0.000736556 -0.00158613 0.0055265 -0.0120666 0.00536678 0.000118892 -0.00486691 0.00777592 -0.00297254 -0.00154108 -0.00305606 -0.00050941 0.00181231 0.013001 -0.00549977 0.00932584 0.0143956 0.00652586 -0.00789476 -0.0115038 internal_weight=323416 108583 7808.66 7578.02 6171.46 4590.39 1145.3 191.486 3445.09 2138.63 949.374 713.838 225.33 40.019 1189.26 1306.46 488.508 235.535 52.6105 1406.56 968.855 706.169 437.704 70.9223 265.84 185.311 162.98 65.5629 32.3412 38.3965 internal_count=1412484 467334 34099 32942 26887 19731 5136 837 14595 9164 4069 3059 978 193 5095 5431 2081 1010 238 6055 4201 3077 1854 292 1192 785 705 278 144 174 is_linear=0 shrinkage=0.03 Tree=805 num_leaves=31 num_cat=0 split_feature=0 1 2 1 2 2 0 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 split_gain=2.29497 9.23207 9.34488 12.43 8.94973 5.25513 6.60789 4.05128 4.16983 3.93805 16.6644 9.55148 15.6117 4.97791 4.61909 10.2935 4.48331 8.59591 7.61387 6.15678 5.9352 9.24645 8.42658 9.45082 4.46949 5.20426 13.4366 3.61286 3.14251 7.34626 threshold=1.5000000000000002 -5.4999999999999991 13836.183105468752 -3.4999999999999996 11087.062988281252 4417.2790527343759 1.0000000180025095e-35 11617.274414062502 13264.737792968752 20123.864257812504 16543.466796875004 28492.581054687504 29455.711914062504 15804.419433593752 23484.753906250004 22009.412109375004 99995.847656250015 75297.019531250015 1.0000000180025095e-35 1.0000000180025095e-35 50009.173828125007 45473.716796875007 33967.421875000007 32790.857421875007 72035.476562500015 45473.716796875007 40758.552734375007 47554.107421875007 89440.765625000015 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 6 -5 -6 -9 10 13 14 -13 -4 15 -11 17 19 -18 20 21 22 23 -14 25 26 -21 -27 29 -19 right_child=-2 2 9 4 7 -7 -8 8 -10 11 -12 12 16 -15 -16 -17 18 28 -20 24 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.0279064599602117 -2.3557886872473811e-05 -0.093622845852727288 0.0074554681882128227 0.030046435016200575 -0.029834345974218114 0.023110987319452034 -0.003990693800407296 0.01639513026016072 -0.010640984200049016 -0.012184582718282728 0.032327070264900032 0.043983313597024482 0.016215069058760894 -0.012800432131703275 -0.017291611502036196 0.047486015820071149 0.0099868883381423901 0.0047467954942674844 -0.0015460655609076004 0.013904844574750833 0.011692535078995635 -0.018146124493864393 0.026104320555625414 -0.05146571944079148 -0.013485785462773257 0.036326152166369308 -0.03239699607574055 0.013628774588877514 0.0010403481624332498 -0.030453101370076761 leaf_weight=11.916396253742276 322483.20436582575 1.4253897161688645 29.785457315854728 5.82881558057852 9.0964088998734933 10.896556293591855 43.022583018988371 5.5479332096874705 68.846590124070644 9.6935056485235673 20.710656619630754 8.4384380551055056 3.9312620144337442 17.238599330186844 31.38782661408186 3.556455308571457 135.13411106681451 7.6616856139153269 83.26202891767025 22.873084217309955 16.543422339484096 33.890021175146103 10.33109140396118 3.5190215837210417 7.2811207696795455 8.7062058150768298 7.4871561825275412 22.948053862899542 8.811445798724888 17.580125518143177 leaf_count=1702 1389233 44 473 3778 110 323 476 106 1197 130 300 46 90 251 456 93 10251 129 415 144 344 285 201 37 69 119 110 232 106 174 internal_value=-1.9921e-05 0.00173753 0.00126176 -0.00546918 -0.00459195 0.00427254 7.05235e-05 -0.0109356 -0.00862478 0.00316814 0.00990508 0.00213815 0.0036126 2.9836e-05 -0.0110215 0.00383175 0.00273901 -0.000890273 0.00559003 0.00245142 -0.00394658 -0.00895369 0.00856643 -0.0157529 0.00874962 0.0113603 0.00248632 0.0198715 -0.0143843 -0.0197688 internal_weight=323151 667.351 655.435 144.664 143.239 59.748 48.8514 83.4909 74.3945 510.771 67.7347 443.036 398.398 47.0241 44.6378 13.25 389.96 171.564 218.396 137.51 68.2148 51.6714 17.7814 7.45028 69.2956 62.0145 30.3602 31.6543 34.0533 25.2418 internal_count=1411424 22191 20489 6034 5990 4577 4254 1413 1303 14455 1024 13431 12752 724 679 223 12706 2040 10666 1631 957 613 328 127 674 605 254 351 409 303 is_linear=0 shrinkage=0.03 Tree=806 num_leaves=31 num_cat=0 split_feature=0 1 2 1 2 2 0 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 1 split_gain=2.16885 8.95657 8.8234 10.6844 8.47285 5.04769 6.38848 3.96481 3.94497 3.69813 15.6225 9.04014 14.7731 4.70528 4.38136 9.76503 4.25537 8.18799 7.2587 5.75359 5.5844 8.59149 8.06384 8.54382 4.18748 4.75517 12.846 3.19339 3.04498 7.14082 threshold=1.5000000000000002 -5.4999999999999991 13836.183105468752 -3.4999999999999996 11087.062988281252 4417.2790527343759 1.0000000180025095e-35 11617.274414062502 13264.737792968752 20123.864257812504 16543.466796875004 28492.581054687504 29455.711914062504 15804.419433593752 23484.753906250004 22009.412109375004 99995.847656250015 75297.019531250015 1.0000000180025095e-35 1.0000000180025095e-35 50009.173828125007 45473.716796875007 33967.421875000007 32790.857421875007 72035.476562500015 45473.716796875007 40758.552734375007 47554.107421875007 89440.765625000015 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 6 -5 -6 -9 10 13 14 -13 -4 15 -11 17 19 -18 20 21 22 23 -14 25 26 -21 -27 29 -19 right_child=-2 2 9 4 7 -7 -8 8 -10 11 -12 12 16 -15 -16 -17 18 28 -20 24 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.027825767229839007 -2.285113054673223e-05 -0.083898269427630262 0.0072179371193400342 0.030045060135742273 -0.029588741560777874 0.022816335171304443 -0.0038637191848310691 0.016073683769598904 -0.010354467311375612 -0.011890633569727921 0.03128251861115975 0.042891710418432857 0.015965243838642052 -0.012519672396106961 -0.016901042530677642 0.046451400065675136 0.0097833495259636045 0.0046236617476907898 -0.0015007306220287504 0.013387813510624355 0.011463189533570175 -0.017371489842975523 0.025920625387388402 -0.047948856402267127 -0.013218351930147051 0.034163164691947814 -0.032320682109478506 0.013086796777812014 0.001009581187157015 -0.030255685662931856 leaf_weight=11.597246565972453 322483.35102731362 1.5409724034834642 29.841813354752958 5.656802949262782 8.8997415192425233 10.709017276763914 43.102126225829124 5.4900048412382594 68.632396582514048 9.6360306367278081 20.759389322251081 8.3942632768303138 3.8738712668418911 17.098578162491322 31.153390850871801 3.5270583406090728 133.82719786232337 7.6302378755062845 83.204802349209785 23.041121765971187 16.370821008458734 34.332299388945103 10.095743393525479 3.6615300569683313 7.2067190855741492 8.9754259288310987 7.282773718237876 23.177885845303535 8.8076386116445047 17.170194879174232 leaf_count=1702 1389233 44 473 3778 110 323 476 106 1197 130 300 46 90 251 456 93 10251 129 415 144 344 285 201 37 69 119 110 232 106 174 internal_value=-1.93226e-05 0.00169257 0.00122852 -0.00532704 -0.00447733 0.00416636 7.02327e-05 -0.0106687 -0.00839702 0.00308328 0.00961205 0.00208186 0.00351625 2.82856e-05 -0.0107695 0.00374215 0.00266582 -0.000864194 0.00545731 0.0023693 -0.00381613 -0.0086298 0.00839248 -0.0150913 0.00843492 0.0109326 0.00241018 0.0189702 -0.0141432 -0.0195245 internal_weight=323148 664.697 653.1 144.031 142.49 59.4679 48.7589 83.0221 74.1224 509.069 67.6998 441.369 397.053 46.9404 44.3165 13.1631 388.658 171.626 217.032 138.018 68.3343 51.9634 17.6311 7.5354 69.6839 62.4772 30.3239 32.1533 33.6081 24.8004 internal_count=1411424 22191 20489 6034 5990 4577 4254 1413 1303 14455 1024 13431 12752 724 679 223 12706 2040 10666 1631 957 613 328 127 674 605 254 351 409 303 is_linear=0 shrinkage=0.03 Tree=807 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 3 2 0 0 0 3 1 2 2 1 2 1 2 2 2 2 2 0 0 1 2 split_gain=2.15053 4.81338 8.8349 31.2168 16.1916 15.4406 14.9711 13.1958 23.7076 25.0289 15.0599 13.1772 12.3765 22.0526 12.0011 11.4633 12.0749 10.8592 10.6263 10.6254 9.45241 9.3413 21 10.3518 8.89017 13.0783 9.34394 9.32253 8.461 7.94082 threshold=1.1054999828338625 199.21649169921878 1126.780944824219 862.00259399414074 1289.946716308594 521.58471679687511 496.29238891601568 417.75494384765631 1.0000000180025095e-35 1.0619999766349795 249.24568176269534 48.500000000000007 49.500000000000007 48.500000000000007 1.0619999766349795 1.0000000180025095e-35 1209.7733154296877 890.76861572265636 2.5000000000000004 472.45382690429693 -1.4999999999999998 325.14366149902349 358.41200256347662 238.29680633544925 358.41200256347662 276.59585571289068 51.500000000000007 51.500000000000007 1.5000000000000002 1864.7654418945315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 15 6 7 8 9 21 -10 -7 13 -12 19 -4 -17 -5 -14 -9 -16 23 -23 -3 25 26 -11 -27 -15 -6 right_child=-2 2 4 17 29 11 -8 14 10 24 12 -13 18 28 20 16 -18 -19 -20 -21 -22 22 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00043176757841956214 4.7343802512263844e-06 -0.008757186348140154 -9.8740643441219366e-05 -0.025760263844591815 0.0017477405919925206 -0.004183139183612356 -0.0095702015682237497 0.006442760052521217 0.000167945436890836 0.013375378388144937 -0.013819537511902645 0.0072507263323734021 -0.022362015853877672 0.019746835321361272 -0.0070543630198700042 0.0065656699387949304 0.028214150887319874 -0.0077673236226625531 -0.0055286323948245545 -0.0045627567104272893 0.01611312897251883 -0.031236995975781171 0.0064368421194812347 0.0064009464337769087 -0.0069770493653267263 0.011704581130623946 -0.010350085729473523 0.033208475844264805 -0.0069285480746147602 -0.00054674242201920042 leaf_weight=6593.5746642053127 295915.38201366749 73.940947026014328 70.121144890785217 32.310841344296932 1478.5360673516989 122.94011245667934 202.69280979037285 147.23805002868176 147.49915498495102 40.056547924876213 90.142113231122494 346.07766084372997 111.12941478192806 33.298131808638573 19.21789088845253 53.721655026078224 40.798808947205544 459.48415012657642 48.472064986824989 170.23924688994884 90.44072026014328 30.5543063133955 23.603038892149925 89.782961472868919 20.00531205534935 34.172245979309082 23.826065391302109 38.684734225273132 15.769516386091707 16581.892611183226 leaf_count=28344 1288738 301 304 178 6307 608 912 618 603 165 591 1480 498 167 83 223 167 2369 258 741 371 124 96 363 81 139 97 160 95 76243 internal_value=-1.87423e-05 -0.000273867 -0.000499323 -0.00220575 -0.000273526 -0.000478194 -0.00200795 -0.000779808 -0.0030049 0.00255965 -0.00767569 0.00425365 -0.0115475 -0.00501006 0.00349671 0.00909186 0.01591 -0.00894946 -0.0172496 0.000541327 0.012053 -0.00401739 -0.0148179 -0.000444765 0.011702 0.0144348 0.00452658 0.0231225 0.0111738 -0.000358902 internal_weight=323146 27230.2 20636.6 2411.58 18225.1 1919.78 1450.77 1248.07 820.937 374.626 446.31 469.018 298.811 139.21 427.136 164.642 94.5205 491.795 159.601 317.477 109.659 217.881 54.1573 163.724 156.745 136.74 63.8826 72.857 49.0676 18060.4 internal_count=1411424 122686 94342 11098 83244 8551 6463 5551 3738 1526 2212 2088 1609 853 1813 694 390 2547 756 1359 454 884 220 664 642 561 262 299 262 82550 is_linear=0 shrinkage=0.03 Tree=808 num_leaves=31 num_cat=0 split_feature=0 1 2 1 2 2 0 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 split_gain=2.04768 8.68829 8.33048 9.27516 8.01981 4.84651 6.17708 3.87793 3.73162 3.47255 14.6452 8.5544 13.9918 4.44713 4.15476 9.25478 4.03814 7.79885 6.91833 5.37856 5.25559 7.9888 7.71986 7.75182 3.92484 4.35043 12.2869 2.94995 6.94174 2.83272 threshold=1.5000000000000002 -5.4999999999999991 13836.183105468752 -3.4999999999999996 11087.062988281252 4417.2790527343759 1.0000000180025095e-35 11617.274414062502 13264.737792968752 20123.864257812504 16543.466796875004 28492.581054687504 29455.711914062504 15804.419433593752 23484.753906250004 22009.412109375004 99995.847656250015 75297.019531250015 1.0000000180025095e-35 1.0000000180025095e-35 50009.173828125007 45473.716796875007 33967.421875000007 32790.857421875007 72035.476562500015 45473.716796875007 40758.552734375007 89440.765625000015 1.0000000180025095e-35 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 6 -5 -6 -9 10 13 14 -13 -4 15 -11 17 19 -18 20 21 22 23 -14 25 26 -21 28 -19 -27 right_child=-2 2 9 4 7 -7 -8 8 -10 11 -12 12 16 -15 -16 -17 18 27 -20 24 -22 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.027743642666045031 -2.1604812962443785e-05 -0.075892087749309306 0.0069880768342015778 0.030043727860185145 -0.02934047242948537 0.022518267828425993 -0.0037411644514433341 0.015754058417343335 -0.010074359875757121 -0.011601721646633693 0.030270540057424796 0.041858079507561326 0.015715939644868296 -0.01224260620115308 -0.016514624170417217 0.045390298256079382 0.0095819576763272254 0.0045031240528446738 -0.0014568364948438161 0.012894135973635831 0.011236047887664417 -0.016640744696513832 0.02573582203905804 -0.04481810176704025 -0.012954123339727619 0.032193869556932285 -0.032246977164260643 0.00097957045532592554 -0.030060447078747474 0.012571735924616762 leaf_weight=11.287254107766783 322479.69418194517 1.6506307128584001 29.897234926000237 5.4898331582080564 8.7087392844259721 10.527941476553677 43.179124321788549 5.4341545030474654 68.42855204641819 9.5806816555559617 20.808937499299645 8.3442249521613103 3.8180808592587736 16.963253699243069 30.929578341543674 3.5016135722398749 132.55823565367609 7.5996783003211048 83.149393871426582 23.202821835875515 16.203076532110572 34.758367598056793 9.8666098155081254 3.7976223975419998 7.1342930495738974 9.2345678433775884 7.0834766328334799 8.8039306178688985 16.769408762454987 23.399930756539106 leaf_count=1702 1389233 44 473 3778 110 323 476 106 1197 130 300 46 90 251 456 93 10251 129 415 144 344 285 201 37 69 119 110 106 174 232 internal_value=-1.81829e-05 0.00164845 0.00119588 -0.0051882 -0.00436498 0.00406214 6.97539e-05 -0.0104065 -0.00817414 0.00300036 0.00932692 0.00202678 0.00342222 2.66694e-05 -0.01052 0.00365279 0.0025943 -0.000839118 0.0053268 0.00229025 -0.0036909 -0.00832067 0.00822133 -0.0144698 0.00813382 0.0105249 0.00233636 -0.0139044 -0.0192815 0.0181242 internal_weight=323142 662.111 650.824 143.419 141.768 59.1969 48.669 82.5714 73.8627 507.405 67.6694 439.736 395.724 46.8605 44.0119 13.0823 387.379 171.672 215.708 138.499 68.4438 52.2407 17.4823 7.6157 70.0551 62.9208 30.2863 33.173 24.3691 32.6345 internal_count=1411424 22191 20489 6034 5990 4577 4254 1413 1303 14455 1024 13431 12752 724 679 223 12706 2040 10666 1631 957 613 328 127 674 605 254 409 303 351 is_linear=0 shrinkage=0.03 Tree=809 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 0 0 0 0 2 3 1 2 2 1 2 1 2 0 2 1 1 2 2 1 2 split_gain=2.02253 4.53934 9.81974 28.0107 15.8718 15.2193 12.9275 16.0849 34.3884 20.8873 12.3944 11.7464 20.8567 11.298 11.2792 10.7561 11.3084 10.4146 10.1369 10.0016 8.89123 8.67655 12.771 8.56445 7.879 7.63853 10.8565 16.3663 9.7191 23.0184 threshold=1.1054999828338625 249.24568176269534 1126.780944824219 862.00259399414074 521.58471679687511 1289.946716308594 496.29238891601568 417.75494384765631 1.0000000180025095e-35 51.500000000000007 48.500000000000007 49.500000000000007 48.500000000000007 325.14366149902349 1.0619999766349795 1.0000000180025095e-35 1209.7733154296877 890.76861572265636 2.5000000000000004 472.45382690429693 -1.4999999999999998 389.27586364746099 48.500000000000007 245.54091644287112 1.5000000000000002 4.5000000000000009 2680.677124023438 3600.6882324218755 1.5000000000000002 1637.6347656250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 23 3 4 6 15 7 8 9 13 -6 12 -10 -3 19 -4 -17 -5 -13 -9 -16 22 -15 -1 -14 28 -27 -28 -7 -30 right_child=-2 2 5 17 10 25 -8 14 11 -11 -12 18 24 21 20 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.00035102509378197858 5.1292349932685926e-06 0.0053865961051965169 -9.512726331788647e-05 -0.025268609732773832 -0.00406224789961667 -0.00023958934767661313 -0.00930182892431234 0.0062515876204795743 -0.013517505413382497 0.020628006487520771 0.0070315940237688588 -0.021851081458694237 0.018994600772687723 0.0037603255770733285 -0.0068308030240007483 0.0063630839129957678 0.027292524392612389 -0.0075550450830399003 -0.0053765749574799715 -0.0044283593338285011 0.015622412654415239 0.0089322914116335469 -0.024771168714029821 0.022492328133663395 -0.0067457179508243733 0.0043744306443130633 -0.022489876249140454 6.6502719344069535e-05 -0.021565468096111647 -0.0018831592849067006 leaf_weight=6852.7089404910803 295912.98269247194 114.41763523221016 70.123268187046051 31.955926179885864 122.78363046050072 14463.963524460793 202.27687483280897 147.20414631068707 89.398645590990782 52.755412921309471 346.18711836636066 110.32508455216885 33.575130864977837 21.853959903120995 19.249141812324524 53.773734837770462 40.91042648255825 458.20307585597038 48.343779407441616 170.12061801552773 90.486132577061653 18.128000348806381 39.89472571015358 15.759170249104498 15.710411012172697 711.46785539388657 30.361064597964287 623.05293983221054 54.823727086186409 2176.6248389929533 leaf_count=29401 1288738 464 304 178 608 65634 912 618 591 218 1480 498 167 89 83 223 167 2369 258 741 371 74 162 65 95 2900 156 3598 252 10010 internal_value=-1.76368e-05 -0.000265071 -0.000490073 -0.00241608 -0.000538103 -0.000264674 -0.00240208 -0.000965422 -0.00438444 0.00388757 0.00412706 -0.0112571 -0.00487928 -0.000657841 0.00339303 0.00881056 0.0154061 -0.00870988 -0.0168316 0.000525973 0.0116838 -0.00931606 -0.0146734 0.000401827 0.0107895 -0.000347489 0.00181033 -0.000981586 -0.000523895 -0.00236673 internal_weight=323139 27226.4 20358 2132.87 1642.71 18225.1 1173.74 971.463 544.403 247.05 468.971 297.353 138.684 194.294 427.06 164.807 94.6842 490.159 158.669 317.325 109.735 79.8767 61.7487 6868.47 49.2855 18060.3 1364.88 653.414 16695.4 2231.45 internal_count=1411424 122686 93220 9976 7429 83244 5341 4429 2616 1007 2088 1609 853 789 1813 694 390 2547 756 1359 454 325 251 29466 262 82550 6654 3754 75896 10262 is_linear=0 shrinkage=0.03 Tree=810 num_leaves=31 num_cat=0 split_feature=2 1 0 0 2 0 1 2 0 2 2 1 1 0 2 3 1 3 0 2 0 1 0 2 0 0 1 3 0 2 split_gain=3.42547 7.48709 5.85398 8.86812 8.5162 10.3531 7.61052 6.34906 5.325 5.00041 4.95931 4.86398 8.15757 5.89294 6.28632 5.77977 4.61935 8.17377 9.58039 6.77866 6.59552 5.19992 7.52606 7.42476 5.18042 8.25763 5.17276 5.09234 5.04341 4.91044 threshold=169.44351196289065 -19.499999999999996 29.500000000000004 20.500000000000004 67.829120635986342 10.500000000000002 -2.4999999999999996 156.82556152343753 23.500000000000004 134.73744964599612 67.829120635986342 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 145.14741516113284 8.545499801635744 -2.4999999999999996 1.1054999828338625 41.500000000000007 67.829120635986342 53.500000000000007 1.5000000000000002 46.500000000000007 67.829120635986342 55.500000000000007 49.500000000000007 -12.499999999999998 1.0205000042915346 50.500000000000007 164.41123962402347 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 7 -5 9 -8 -10 12 -6 15 -15 -14 17 28 -19 20 -20 27 -23 24 25 -24 -21 -18 -4 -25 right_child=-2 2 16 6 11 -7 8 -9 10 -11 -12 -13 13 14 -16 -17 21 18 19 26 -22 22 23 29 -26 -27 -28 -29 -30 -31 leaf_value=0.022557092738823826 4.4170364463485222e-05 0.0031529356649704966 0.0033113428974536996 -0.0015197905390403963 0.016100871013851506 -0.037353259438602335 -0.022873630008746756 0.021462793228169134 0.011941307234799563 -0.0021454816145313241 -0.0048509103602851151 0.023997146174057425 -0.020183259264284464 0.021589710326102893 -0.0078744787676691737 0.0092369475111482822 -0.0022600702653877182 0.0032561418811752293 -0.0071726581986002163 -0.021269694850693053 0.017150766033445036 0.0014164695182095721 0.0081202352650559528 -0.0027556257477121663 0.013118764881317416 -0.0063381842129706743 -0.0063473318104808052 0.00039966899068287351 -0.0031111841504524044 -0.010660843338605078 leaf_weight=12.721511535346506 309883.99110379687 15.391046226024629 291.31510281562805 27.279258519411087 37.53854089230299 8.9997076541185361 28.012937717139721 17.927882522344589 16.274194151163101 16.729805037379265 578.34049086272717 14.51266337931156 20.188289858400825 14.369522616267206 11.925749957561491 8.5571944862604123 702.0265374481678 122.65498735010624 18.831863954663277 21.877669394016266 21.474425256252289 620.15287432074547 68.92994499206543 1413.5096305012703 38.094780564308167 73.416973784565926 471.16226772964001 8396.6853878647089 176.84063112735748 74.443321749567986 leaf_count=89 1353791 148 1291 123 264 61 137 80 70 75 2482 63 131 59 53 36 2902 586 86 117 106 2892 299 7174 156 333 2006 35062 763 376 internal_value=2.3907e-05 -0.000446797 -0.000468755 -0.00293064 0.00420531 -0.0117931 -0.00430123 0.00759446 -0.00514234 -0.0151231 -0.00439132 0.00784902 0.00531766 -0.00203664 0.00822676 -0.0114252 -0.00030818 -0.00214284 -0.00430387 -0.00604247 0.0057864 -0.000127062 -0.00140532 -0.0024542 0.00329277 0.000663148 -0.00700948 0.000194452 0.000885305 -0.00315113 internal_weight=323224 13340.2 13327.5 816.047 131.483 24.3908 684.565 45.2071 639.357 44.7427 594.615 107.092 92.5793 55.0408 26.2953 28.7455 12511.4 1124.16 656.001 533.346 40.3063 11387.3 2288.55 1668.39 180.442 142.347 493.04 9098.71 468.156 1487.95 internal_count=1411811 58020 57931 3782 815 209 2967 203 2764 212 2552 606 543 279 112 167 54149 4955 2901 2315 192 49194 11230 8338 788 632 2123 37964 2054 7550 is_linear=0 shrinkage=0.03 Tree=811 num_leaves=31 num_cat=0 split_feature=2 1 0 0 0 0 2 1 1 0 0 0 0 0 0 0 1 0 0 1 1 1 1 0 0 0 0 2 1 0 split_gain=3.38413 5.24266 7.44022 4.87453 10.0013 6.30852 12.7565 5.54401 6.95647 5.50365 5.10779 4.60807 6.85916 15.007 11.0954 7.50963 7.04579 8.27637 5.70755 5.2803 4.5624 4.79257 7.76586 5.05085 4.22249 4.666 4.10312 3.59212 7.14622 5.51849 threshold=89440.765625000015 -7.4999999999999991 55.500000000000007 21.500000000000004 30.500000000000004 44.500000000000007 99995.847656250015 3.5000000000000004 -1.4999999999999998 49.500000000000007 37.500000000000007 55.500000000000007 64.500000000000014 70.500000000000014 68.500000000000014 61.500000000000007 1.0000000180025095e-35 60.500000000000007 57.500000000000007 1.0000000180025095e-35 14.500000000000002 8.5000000000000018 5.5000000000000009 11.500000000000002 15.500000000000002 13.500000000000002 37.500000000000007 169.44351196289065 -19.499999999999996 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 -2 20 7 6 26 8 -5 -7 -8 -11 15 14 19 16 17 -13 -18 -14 21 22 -3 -23 25 -24 -6 28 -1 -30 right_child=1 3 -4 4 5 9 10 -9 -10 11 -12 12 13 -15 -16 -17 18 -19 -20 -21 -22 23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.022203787997124476 0.0023939349773887957 -0.00062388596433532873 0.028296753134992188 -0.0020243791721232507 -0.023510507406113056 0.008780474722665672 0.0011318445216097056 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76609 76327 282 624 424 217 1313621 58020 57931 is_linear=0 shrinkage=0.03 Tree=812 num_leaves=31 num_cat=0 split_feature=1 1 1 2 2 2 2 1 1 2 1 0 0 0 0 2 0 1 1 0 1 1 1 0 0 0 0 0 0 1 split_gain=3.25027 4.69946 11.1529 6.42893 4.03357 6.27831 3.7033 5.33106 4.13226 3.2945 4.95934 7.15581 4.3329 9.6432 5.80626 12.0429 5.22658 5.21588 6.54067 4.81846 4.30296 4.50509 7.32185 4.731 4.28665 6.5959 13.9544 10.3419 7.13002 6.64914 threshold=62.500000000000007 57.500000000000007 58.500000000000007 9644.7543945312518 7510.0949707031259 8998.0522460937518 10857.155761718752 82.500000000000014 75.500000000000014 89440.765625000015 -7.4999999999999991 55.500000000000007 21.500000000000004 30.500000000000004 44.500000000000007 99995.847656250015 49.500000000000007 3.5000000000000004 -1.4999999999999998 37.500000000000007 14.500000000000002 8.5000000000000018 5.5000000000000009 11.500000000000002 55.500000000000007 64.500000000000014 70.500000000000014 68.500000000000014 61.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -3 -4 -2 -6 -7 8 -8 -1 11 -11 20 17 15 -15 -16 18 -14 -17 21 22 -12 -23 -18 28 27 -27 29 -26 right_child=4 2 3 -5 5 6 7 -9 -10 10 12 -13 13 14 16 19 24 -19 -20 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=4.6437873207920924e-05 -0.0020946963875737991 -0.02994238864485748 0.0067205282931951096 -0.016811118657372514 0.031051774233888736 -0.012121748230638238 0.0074189270272559888 -0.0042543442448753771 0.025435133282923628 0.0023239947428275293 -0.0006051443661672846 0.027948362680765389 -0.0019640421671848498 -0.017448066795175604 0.008499930596464823 0.0010977036339168368 -0.0075750779295583499 -0.0048388868306439604 0.0047559811539397033 -0.0072066725897184415 -0.014639083993202861 0.02071354422583406 -0.0073126466209137778 0.0025000732293388992 0.0093946483320926609 -0.0037953137420533639 3.2654461883801201e-05 -0.027955960078687416 0.013097521241832904 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6409.8125000000009 7510.0949707031259 8998.0522460937518 10857.155761718752 82.500000000000014 75.500000000000014 89440.765625000015 -7.4999999999999991 55.500000000000007 21.500000000000004 30.500000000000004 44.500000000000007 99995.847656250015 28.500000000000004 -1.4999999999999998 3.5000000000000004 49.500000000000007 37.500000000000007 7.5000000000000009 94494.871093750015 2.5000000000000004 2.5000000000000004 -1.4999999999999998 -2.4999999999999996 3.5000000000000004 6.5000000000000009 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 -3 -4 -2 -6 -7 8 -8 -1 11 -11 21 16 15 -15 17 -14 -19 -16 -17 22 23 -12 -24 26 -26 -27 -29 -28 right_child=4 2 3 -5 5 6 7 -9 -10 10 12 -13 13 14 19 20 -18 18 -20 -21 -22 -23 24 -25 25 27 29 28 -30 -31 leaf_value=4.5044743108740325e-05 -0.0020318888935342634 -0.029074431945057183 0.0090047451059909866 -0.012542724102765621 0.030038681531302555 -0.011789956736340118 0.00720512670529036 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247.77627395093441 5316.7214815169573 128.94794756174088 70.920134961605072 36.367627128958702 266.1240501254797 leaf_count=1312780 241 66 107 93 40 41 171 291 106 3348 1512 72 578 217 278 771 413 2761 290 12022 435 24009 25282 375 1179 22073 701 291 147 1121 internal_value=2.18208e-05 1.98222e-05 -0.00789008 -0.000867975 0.00428891 0.00786978 0.00540106 0.00750577 0.0125316 2.13794e-05 -0.000343587 0.00289355 -0.000409615 0.000437071 -0.00037484 -0.00400061 0.00292308 0.0021956 0.00322195 7.05255e-05 -0.00163471 -0.000634434 -0.000244225 -0.00420915 -6.41493e-05 -0.000640078 0.00261421 -0.00102577 0.00712459 0.00692851 internal_weight=323219 323068 63.5855 47.7556 151.315 96.5932 86.9145 77.4342 54.0829 323004 19669 393.168 19275.8 4044.38 3048.7 333.515 995.679 893.766 750.875 2715.18 282.095 15231.5 9383.37 407.651 8975.72 6066.86 642.848 5424.01 107.288 395.072 internal_count=1411811 1410921 266 200 890 649 609 568 277 1410655 97875 3420 94455 17765 13723 1423 4042 3629 3051 12300 1206 76690 52681 1887 50794 25512 3001 22511 438 1822 is_linear=0 shrinkage=0.03 Tree=814 num_leaves=31 num_cat=0 split_feature=2 1 0 0 2 0 1 0 2 2 0 2 1 1 0 2 0 1 3 0 2 0 1 0 2 1 3 0 0 3 split_gain=3.05274 6.82072 5.19377 8.35676 8.05042 9.88107 7.27984 5.33766 5.38424 7.31454 9.16028 5.34216 4.53946 7.74227 5.57516 5.91229 5.50259 4.34285 7.6806 8.9983 6.3672 6.24813 4.89741 7.09085 6.99445 4.87109 7.61068 4.86999 7.7662 4.79201 threshold=169.44351196289065 -19.499999999999996 29.500000000000004 20.500000000000004 67.829120635986342 10.500000000000002 -1.4999999999999998 23.500000000000004 134.73744964599612 112.33882141113283 27.500000000000004 134.73744964599612 1.5000000000000002 1.0000000180025095e-35 16.500000000000004 145.14741516113284 10.500000000000002 -2.4999999999999996 1.1054999828338625 41.500000000000007 67.829120635986342 53.500000000000007 1.5000000000000002 46.500000000000007 67.829120635986342 -10.499999999999998 1.247500002384186 55.500000000000007 49.500000000000007 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 -5 11 9 10 -9 -8 13 -6 16 -16 -15 18 -4 -20 21 -21 29 -24 27 26 -22 28 -25 -19 right_child=-2 2 17 6 12 -7 7 8 -10 -11 -12 -13 -14 14 15 -17 -18 22 19 20 25 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.021852703594186805 4.0294164334472602e-05 0.0031407584597723326 0.00086520363412414994 0.0030305882751208665 0.015823188412618008 -0.036574628905006262 -0.023658639818244825 0.0063887201858102132 -0.0061201752374914877 0.017769159310402082 -0.013312177407899249 -0.0018622665567889121 0.023304923856426546 0.0090308910500162907 0.021016411214968767 -0.0075817127083455844 -0.019708293274691664 -0.0021864153833323998 0.0031683783586002518 -0.0069342415965451803 -0.0090664583859512288 0.016764775612525377 0.0013796662260231315 0.0078662367250059585 -0.003054878948400138 -0.0059084471745977762 -0.039216908863904491 0.012722947766449716 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59.500000000000007 70.500000000000014 4905.5217285156259 15423.644531250002 57.500000000000007 74.500000000000014 63.500000000000007 43957.078125000007 8998.0522460937518 7188.3642578125009 75.500000000000014 72035.476562500015 93.500000000000014 94.500000000000014 55.500000000000007 24.500000000000004 7882.7980957031259 2680.677124023438 5.5000000000000009 1.0000000180025095e-35 6559.7421875000009 -2.4999999999999996 -4.4999999999999991 20.500000000000004 3600.6882324218755 1826.4194335937502 14.500000000000002 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 6 -3 4 -4 -6 -2 -5 -9 10 11 -10 -12 -11 15 -15 17 18 19 27 21 23 -23 -21 25 -22 -27 -1 29 -29 right_child=1 2 3 7 5 -7 -8 8 9 13 12 -13 -14 14 -16 -17 -18 -19 -20 20 24 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00018713830079183436 -0.0052038055302716527 0.020539954544716271 -8.6766297921726665e-05 0.0086495455270189231 -0.03489051241312132 -0.0044689812870067486 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1123.0652373257326 14158.213134407997 32.849275678396225 284.68521770089865 1606.8638875223696 1472.8042934313416 1003.1066222190857 leaf_count=130949 57 61 112 98 57 67 71 37 70 47 58 45 115 76 188 61 60 896541 284072 1353 2697 4058 719 10044 59117 167 1455 7989 6161 4467 internal_value=-2.40303e-06 -0.00244434 -0.000552733 -0.00219938 -0.00989528 -0.0187601 -0.0146439 0.00128273 -0.000411085 0.00105506 -0.00281395 0.00748227 -0.00997451 0.00749351 0.0026832 0.00754314 -6.79236e-07 -1.12867e-06 -8.01065e-05 -0.000401564 -0.00119654 0.00120938 0.00380347 -0.00105153 -0.00157925 0.00204567 0.00716295 7.44662e-06 0.00142599 -9.2119e-05 internal_weight=323062 227.894 197.301 183.014 57.0114 29.9463 30.5926 126.002 102.447 93.9453 58.682 24.0707 34.6113 35.2633 26.8113 21.3147 322835 322820 112391 51260.5 17413.9 2389.88 1112.93 1276.95 15024 865.776 317.534 33846.6 4082.77 2609.97 internal_count=1411069 1220 1092 1031 236 124 128 795 697 660 288 115 173 372 325 137 1409849 1409789 513248 229176 79610 16174 4777 11397 63436 4319 1622 149566 18617 12456 is_linear=0 shrinkage=0.03 Tree=816 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 1 0 1 2 2 2 1 2 1 0 1 2 0 2 2 0 1 2 1 1 1 1 2 2 split_gain=1.42324 5.50145 7.1889 5.1221 5.17105 7.19616 2.28822 1.64575 2.54141 2.45708 4.52705 7.2161 2.8716 2.72084 2.59105 2.53435 1.54712 1.16997 1.12431 10.1812 17.4241 16.7635 14.6429 20.7794 14.611 12.6237 14.1513 20.2315 14.0786 10.7609 threshold=56.500000000000007 58.500000000000007 59.500000000000007 70.500000000000014 4905.5217285156259 15423.644531250002 57.500000000000007 74.500000000000014 63.500000000000007 43957.078125000007 8998.0522460937518 7188.3642578125009 75.500000000000014 72035.476562500015 93.500000000000014 94.500000000000014 55.500000000000007 15066.298339843752 24.500000000000004 7882.7980957031259 2680.677124023438 5.5000000000000009 1.0000000180025095e-35 6559.7421875000009 -2.4999999999999996 -4.4999999999999991 -10.499999999999998 -12.499999999999998 5006.9262695312509 3600.6882324218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 6 -3 4 -4 -6 -2 -5 -9 10 11 -10 -12 -11 15 -15 18 -14 19 20 -1 22 24 -24 -22 26 27 -23 -29 -28 right_child=1 2 3 7 5 -7 -8 8 9 13 12 -13 17 14 -16 -17 -18 -19 -20 -21 21 25 23 -25 -26 -27 29 28 -30 -31 leaf_value=7.2240435469059348e-06 -0.0050485153176141363 0.019998199497694599 -8.4162571257773207e-05 0.0084008642312391867 -0.03377567147567722 -0.0043310080888134071 -0.02156376259497721 -0.016095580532519534 -0.0076553218091348543 0.022184796537263317 -0.020358362725428444 0.025355560535856945 -0.0093026652602166814 -0.00056459092408161636 -0.015897719970606908 0.020914152305632056 0.0098928559294979481 0.0049378516849425021 3.9822223628672918e-05 0.00018376860261714635 0.0076745044706554646 0.0019548313640182133 0.0053284883860032183 -0.0065430453687753947 -0.002203574339951143 -0.0017468823732402061 -0.0083051144475397888 -0.021554248740488044 0.0069902641521558404 0.0059602004045202677 leaf_weight=33846.164971614257 13.604189656674864 14.234997749328612 27.065432652831078 23.525327742099762 14.095794111490251 15.892494618892668 16.967341564595699 8.5112206861376745 13.190544212237002 8.4089700728654844 13.700028024613855 10.872003212571142 11.167788922786714 13.442017562687402 5.4217047384008756 7.8206897862255564 14.224808454513548 9.7043769881129247 210429.07473964989 61129.480057537789 153.11885232490022 194.48383992910385 959.64597796648741 153.99056226015091 1124.2850605485728 14158.279875606298 52.3065534979105 70.237343698740005 19.973162218928337 527.9506429284811 leaf_count=149566 57 61 112 98 57 67 71 37 70 47 58 45 52 76 188 61 60 63 896541 284072 1353 1108 4058 719 10044 59117 251 318 95 2547 internal_value=-2.33012e-06 -0.00237369 -0.000536658 -0.00213559 -0.00959102 -0.0181713 -0.0142146 0.0012466 -0.000399595 0.00102572 -0.00273206 0.00725974 -0.00968644 0.00730429 0.00261505 0.00733556 -6.58106e-07 -0.00268163 -1.09406e-06 -7.77021e-05 -0.000389513 -0.00116061 0.00117253 0.00368693 -0.00101952 -0.00153194 0.00198643 -0.00349186 -0.0152343 0.00467427 internal_weight=323061 227.625 197.053 182.818 57.0537 29.9883 30.5715 125.765 102.239 93.7281 58.6347 24.0625 34.5722 35.0934 26.6844 21.2627 322833 20.8722 322819 112390 51260.4 17414.3 2391.04 1113.64 1277.4 15023.2 864.952 284.694 90.2105 580.257 internal_count=1411069 1220 1092 1031 236 124 128 795 697 660 288 115 173 372 325 137 1409849 115 1409789 513248 229176 79610 16174 4777 11397 63436 4319 1521 413 2798 is_linear=0 shrinkage=0.03 Tree=817 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 1 0 1 0 0 2 1 0 0 0 0 1 3 2 2 2 1 0 0 2 1 2 2 2 split_gain=1.34072 5.18011 6.78802 4.81542 4.85714 6.75876 2.1587 1.55041 2.38906 2.40958 5.52133 6.15553 2.65 3.16641 2.76855 2.63728 2.09714 1.45593 1.09615 7.67309 7.27643 14.0104 7.15563 6.62311 5.87443 5.83807 21.3354 28.6757 15.9463 11.16 threshold=56.500000000000007 58.500000000000007 59.500000000000007 70.500000000000014 4905.5217285156259 15423.644531250002 57.500000000000007 74.500000000000014 63.500000000000007 76.500000000000014 79.500000000000014 13836.183105468752 80.000000000000014 89.500000000000014 92.500000000000014 94.500000000000014 97.500000000000014 55.500000000000007 1.0619999766349795 13836.183105468752 10120.596191406252 9188.5839843750018 3.5000000000000004 49.500000000000007 49.500000000000007 2428.711791992188 1.5000000000000002 2510.8642578125005 4505.7285156250009 1864.7654418945315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 6 -3 4 -4 -6 -2 -5 -9 -10 -11 -12 13 -13 -14 -16 -17 18 19 20 21 25 -23 -21 -22 29 -27 -28 -29 -1 right_child=1 2 3 7 5 -7 -8 8 9 10 11 12 14 -15 15 16 -18 -19 -20 23 24 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.00046564360561154113 -0.0048978930071277424 0.0194723877767057 -8.1636886086265819e-05 0.0081593055107794955 -0.032717287498078701 -0.0041974503803883156 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535.95207633823156 374.77431327849627 5603.300185367465 74.982920914888382 633.51153670996428 207.99158864468336 2155.0388636291027 leaf_count=27859 57 61 112 98 57 67 71 37 52 48 107 52 74 84 22 70 151 60 1335172 958 624 595 89 2230 1589 26617 309 3783 1013 8951 internal_value=-2.25919e-06 -0.00230529 -0.000521128 -0.00207383 -0.00929773 -0.0176066 -0.0137993 0.00121149 -0.000388478 0.000997171 0.00287792 -0.000247094 0.00570532 0.0136398 -0.000512637 -0.0100094 -0.00250426 -6.37387e-07 -1.06026e-06 0.000236585 0.000379012 0.000259915 -0.00851902 -0.00268929 0.00385868 0.000353919 0.00103092 -0.00321248 -0.00479652 -0.000159462 internal_weight=323060 227.34 196.793 182.611 57.0867 30.0209 30.5473 125.525 102.029 93.5097 81.1348 69.9769 48.3419 21.2393 27.1026 13.6812 10.328 322832 322818 16571.6 15802.4 15279.4 161.877 769.234 522.962 15117.5 6519.79 916.486 841.503 8597.76 internal_count=1411069 1220 1092 1031 236 124 128 795 697 660 608 560 453 136 317 243 221 1409849 1409789 74617 71429 69216 684 3188 2213 68532 31722 5105 4796 36810 is_linear=0 shrinkage=0.03 Tree=818 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 1 0 1 0 0 2 1 0 0 0 0 1 2 0 0 2 2 0 0 2 2 0 0 0 split_gain=1.2635 4.87765 6.41029 4.52758 4.56437 6.35433 2.03723 1.46058 2.24612 2.27144 5.19101 5.8126 2.51084 3.02547 2.61366 2.53644 2.01317 1.40664 6.14023 5.20628 3.87889 5.83774 8.61243 7.146 4.65981 3.97069 2.91617 1.11443 2.8048 1.02397 threshold=56.500000000000007 58.500000000000007 59.500000000000007 70.500000000000014 4905.5217285156259 15423.644531250002 57.500000000000007 74.500000000000014 63.500000000000007 76.500000000000014 79.500000000000014 13836.183105468752 80.000000000000014 89.500000000000014 92.500000000000014 94.500000000000014 97.500000000000014 47.500000000000007 1707.8798828125002 73.500000000000014 60.500000000000007 9644.7543945312518 2871.6833496093755 55.500000000000007 55.500000000000007 2471.414184570313 4605.4538574218759 54.500000000000007 51.500000000000007 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 6 -3 4 -4 -6 -2 -5 -9 -10 -11 -12 13 -13 -14 -16 -17 29 -19 20 21 22 23 25 -24 -20 -22 28 -23 -1 right_child=1 2 3 7 5 -7 -8 8 9 10 11 12 14 -15 15 16 -18 18 19 -21 26 27 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.7692929127222318e-05 -0.0047517932957590586 0.018961784930993295 -7.9186693206192342e-05 0.0079246524702527039 -0.031710492771545438 -0.0040681536268141819 -0.02034600997153346 -0.015116203422137361 -0.011009600317152462 0.021795074010762243 -0.013186722081929197 0.00049457127258497821 0.0088842386278428966 0.023366711291355809 -0.032663869139671078 0.0049899600055036217 -0.026124777155961388 0.022641245249143186 0.0001253007377322184 -0.01324542970759454 0.019867383509534951 0.016531959592756652 -0.029075678956999407 -0.015429590913725453 -0.0067970030399490374 0.019917432294329299 0.0024590238221407334 0.017344135594279563 -0.0029711656936104998 3.5662026103971962e-05 leaf_weight=107618.25338993804 13.599550999701025 14.127425983548163 27.065993189811707 23.466035813093185 14.125975281000139 15.91900812089443 16.920786716043949 8.5268123820424062 12.357376188039778 11.161482959985731 21.561004620045424 9.2937690392136592 13.43440690636635 11.831047870218752 3.299421712756156 7.8388369493186456 2.4584554191678762 12.796710804104803 16.758327558636665 20.125907760113478 18.685262963175774 12.965281143784525 13.377430304884909 12.407159134745596 22.937237069010735 20.022064760327339 16.142163917422295 12.732722237706183 13.59547573328018 215017.70550489426 leaf_count=493387 57 61 112 98 57 67 71 37 52 48 107 52 74 84 22 70 151 53 70 94 77 56 60 50 93 83 69 55 57 915645 internal_value=-2.19198e-06 -0.00223965 -0.000506346 -0.00201471 -0.00901483 -0.0170645 -0.0133974 0.00117772 -0.000378094 0.000969769 0.00280009 -0.000240951 0.0055553 0.0133042 -0.000500479 -0.00977317 -0.00243861 -6.18776e-07 0.00256278 0.00113335 0.00294628 0.000475765 -0.00392284 0.0042582 -0.0150039 0.0108995 0.0117988 0.0100471 0.00654903 -2.14858e-06 internal_weight=323055 226.987 196.467 182.34 57.111 30.045 30.5203 125.229 101.763 93.2358 80.8784 69.7169 48.1559 21.1248 27.0311 13.5967 10.2973 322829 192.546 179.749 159.623 124.796 85.5022 49.1876 36.3147 36.7804 34.8274 39.2935 26.5608 322636 internal_count=1411069 1220 1092 1031 236 124 128 795 697 660 608 560 453 136 317 243 221 1409849 817 764 670 524 356 203 153 153 146 168 113 1409032 is_linear=0 shrinkage=0.03 Tree=819 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 1 0 1 0 0 2 1 0 0 0 0 1 3 2 2 2 1 0 0 2 1 2 2 2 split_gain=1.1908 4.59329 6.05396 4.25763 4.29104 5.97956 1.92321 1.37594 2.11199 2.14124 4.88162 5.4886 2.37872 2.89024 2.46741 2.43961 1.93228 1.37257 1.01941 7.22692 6.82865 13.2111 6.70173 6.23541 5.53696 5.50486 20.0698 27.0285 15.1441 10.496 threshold=56.500000000000007 58.500000000000007 59.500000000000007 70.500000000000014 4905.5217285156259 15423.644531250002 57.500000000000007 74.500000000000014 63.500000000000007 76.500000000000014 79.500000000000014 13836.183105468752 80.000000000000014 89.500000000000014 92.500000000000014 94.500000000000014 97.500000000000014 55.500000000000007 1.0619999766349795 13836.183105468752 10120.596191406252 9188.5839843750018 3.5000000000000004 49.500000000000007 49.500000000000007 2428.711791992188 1.5000000000000002 2510.8642578125005 4505.7285156250009 1864.7654418945315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 6 -3 4 -4 -6 -2 -5 -9 -10 -11 -12 13 -13 -14 -16 -17 18 19 20 21 25 -23 -21 -22 29 -27 -28 -29 -1 right_child=1 2 3 7 5 -7 -8 8 9 10 11 12 14 -15 15 16 -18 -19 -20 23 24 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.000450210816932513 -0.0046100754933547754 0.018465714062732532 -7.6810237429263253e-05 0.0076966959552136885 -0.030750979505568203 -0.0039429719324684878 -0.019767758293737357 -0.014651885721852458 -0.010694848380380437 0.021138639242707379 -0.012835372852263195 0.0004798289393143261 0.0086095838063792087 0.022882407089021995 -0.032210785597847201 0.0048264391621082713 -0.02589573971988203 0.0093244175198298491 -1.3410230959092001e-05 0.0014830665910139597 -0.0011702262515271946 -0.010604621258402128 0.0077398073104098398 -0.0043926465360956133 0.0056813222474726335 0.0016726533728937839 0.014155225724488045 -0.0069762412308756599 0.002355713850083149 -0.001968267476897378 leaf_weight=6442.9067262709141 13.597122818231584 14.072582244873045 27.06626059114933 23.436661601066589 14.12966623902321 15.931480228900908 16.893695883452892 8.5330178439617139 12.33969610929489 11.162820696830748 21.487793898209929 9.2919735535979289 13.44689527899027 11.720697827637194 3.2462653666734687 7.8609414547681791 2.4065815054345876 14.205552712082861 306247.15282379498 233.2847837805748 148.16307000815868 141.23713213205338 20.528568178415298 536.090296857059 374.3983678817749 5601.6781888306141 74.824248567223549 631.11854671686888 208.12028854340315 2155.3017923682928 leaf_count=27859 57 61 112 98 57 67 71 37 52 48 107 52 74 84 22 70 151 60 1335172 958 624 595 89 2230 1589 26617 309 3783 1013 8951 internal_value=-2.12618e-06 -0.00217601 -0.000492019 -0.00195738 -0.00874182 -0.0165436 -0.0130083 0.0011449 -0.000367983 0.000943118 0.00272434 -0.000234951 0.00540892 0.0129758 -0.00048858 -0.00954171 -0.00237446 -6.00126e-07 -1.01048e-06 0.000228195 0.000366466 0.000251107 -0.00827666 -0.00261105 0.00373869 0.00034238 0.00100008 -0.00312168 -0.00466204 -0.000156026 internal_weight=323056 226.624 196.133 182.061 57.1274 30.0611 30.4908 124.933 101.497 92.9637 80.624 69.4611 47.9734 21.0127 26.9607 13.5138 10.2675 322829 322815 16567.7 15798.3 15275.7 161.766 769.375 522.561 15113.9 6515.74 914.063 839.239 8598.21 internal_count=1411069 1220 1092 1031 236 124 128 795 697 660 608 560 453 136 317 243 221 1409849 1409789 74617 71429 69216 684 3188 2213 68532 31722 5105 4796 36810 is_linear=0 shrinkage=0.03 Tree=820 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 1 1 2 2 0 2 2 2 2 1 2 2 0 2 2 2 2 0 2 2 2 0 2 2 split_gain=6.13456 10.1117 5.92227 5.92045 11.1374 10.6672 7.85363 6.65686 6.37472 5.26021 11.1996 8.39836 10.1369 5.04176 8.52069 6.76184 6.68574 5.99565 5.95368 5.22349 8.76353 5.61408 9.35241 5.2249 4.70869 7.12749 5.75873 4.68239 6.32591 5.1726 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 -8.4999999999999982 8055.6518554687509 71.500000000000014 -21.499999999999996 -19.499999999999996 5579.1726074218759 2292.840698242188 65.500000000000014 1707.8798828125002 1126.780944824219 488.16123962402349 631.94107055664074 -5.4999999999999991 558.56738281250011 862.00259399414074 81.500000000000014 1707.8798828125002 3673.091186523438 3673.103149414063 4905.5217285156259 76.500000000000014 12127.694824218752 6559.7421875000009 12986.766601562502 71.500000000000014 52302.683593750007 52302.683593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 7 -6 -2 -7 10 11 12 -9 15 16 -4 -15 18 -16 -19 -21 23 -23 -22 25 -5 -26 29 -29 -28 right_child=1 -3 13 24 6 8 -8 9 -10 -11 -12 -13 -14 14 17 -17 -18 19 -20 20 21 22 -24 -25 26 -27 27 28 -30 -31 leaf_value=-9.5376788829250594e-05 -0.0058785904653831647 0.00028118745950650968 -0.023374653108121615 -0.0022946728574250539 0.021687307745063288 -0.0085009854772016922 0.0040674555514904698 0.00066022811626905375 -0.035533776218974515 -0.0023623472537356786 0.017117634845891707 0.012715791318556933 -0.022106588867821086 0.00066839281701426079 -0.00093181628947680876 0.001522546016772043 0.020446239552537961 0.013940221377717065 -0.019953352305159208 -0.01122988332990498 0.028083763495533803 -0.020016269076210139 0.002688237292068657 0.0036201065394036672 -0.023497931379560924 0.0052935508362228854 -0.0049765306456710087 -0.0033145956977179429 -0.031500888649855716 0.006335285327078076 leaf_weight=240152.90888287721 175.61372280865908 78774.713520939928 16.775270789861679 2047.1186863481998 25.577414080500603 23.415663912892342 207.21172835677862 248.40419363975525 11.811013892292975 280.95473727583885 44.983426183462143 47.668980866670609 18.94354122877121 25.738371476531029 41.940790891647339 23.670807078480721 38.233031272888184 31.214735612273216 22.892908349633217 45.485451608896255 14.458976030349733 17.133699685335159 347.37640625238419 17.209446549415588 15.131206750869749 117.81501363217831 345.25929546356201 15.535196051001551 13.302514329552649 40.667366191744804 leaf_count=1056042 862 336054 78 8910 297 104 1061 1261 56 1322 208 251 89 110 183 101 169 136 97 199 63 72 1688 73 66 509 1556 66 60 199 internal_value=-1.85007e-05 0.000203675 -0.00120924 -0.00167319 0.000188178 -0.00140108 0.00600341 -0.000703785 -0.0175647 0.000714048 0.00311496 0.00111542 -0.000952967 0.00144918 0.00213839 -0.00880373 0.0124888 0.000907014 -0.00764836 0.00207999 0.00124177 0.00267364 0.00162102 0.0147896 -0.0024512 -0.00188172 -0.00531906 -0.00465587 -0.0163166 -0.00378454 internal_weight=323249 83096.3 4321.54 3679.41 1084.58 851.795 232.789 816.569 35.2267 640.955 360 315.017 267.348 642.13 601.684 40.4461 63.9714 537.712 64.8337 472.879 441.664 396.179 364.51 31.6684 2594.83 2164.93 429.896 414.764 28.8377 385.927 internal_count=1411942 355900 19846 16877 5511 4153 1358 3993 160 3131 1809 1601 1350 2969 2790 179 279 2511 280 2231 2095 1896 1760 136 11366 9419 1947 1881 126 1755 is_linear=0 shrinkage=0.03 Tree=821 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 0 1 0 2 2 1 1 2 1 2 2 1 1 2 2 2 2 1 2 0 2 2 2 2 0 split_gain=5.7724 9.50974 5.57161 5.5752 14.5359 13.2478 10.898 10.5399 11.8251 9.51682 7.40647 9.27842 6.96583 6.95533 6.08553 5.79813 5.67734 6.4272 5.01201 4.73433 8.05534 6.35632 6.29336 5.63604 5.56742 4.9378 8.22895 5.31144 8.77208 4.98509 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 971.01849365234386 1289.946716308594 61.500000000000007 -5.4999999999999991 62.500000000000007 3827.336303710938 181.1947937011719 -4.4999999999999991 -17.499999999999996 4158.8854980468759 -21.499999999999996 27647.242187500004 1826.4194335937502 -17.499999999999996 -9.4999999999999982 3673.091186523438 488.16123962402349 631.94107055664074 558.56738281250011 -5.4999999999999991 862.00259399414074 81.500000000000014 1707.8798828125002 3673.091186523438 3673.103149414063 4905.5217285156259 76.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 9 5 -5 -7 15 18 10 11 -2 -10 14 -14 -6 -11 -18 -9 22 21 -21 -4 24 -22 -25 -27 29 -29 -28 right_child=1 -3 19 4 7 6 -8 8 12 16 -12 -13 13 -15 -16 -17 17 -19 -20 20 23 -23 -24 25 -26 26 27 28 -30 -31 leaf_value=-9.2515210327442655e-05 0.019277797201758266 0.00027274956615869661 -0.022486556044223636 -0.027280353284285925 0.0064650372495994217 0.019111297749099657 -0.016937272481898805 -0.0079510929508011478 0.0096607781268706252 -0.0079059031074182728 0.0027177407341382295 -0.0083177733145647723 -0.0025710073312772844 -0.0044687002514446177 0.032610041806725727 -0.001207936276242395 0.0079056015501402198 0.0010740129583909021 -0.018018333840630479 0.00064844725198129208 -0.00090362273306549023 0.019957902943099428 0.0014774228375508426 0.013573792314281042 -0.019271798033241583 -0.010858036087406245 0.027467746542570198 -0.019337296808583052 0.0026102936037544428 0.0035144688665407473 leaf_weight=240153.59664371714 11.51428174972534 78775.344512648415 16.912521675229073 39.795302003622055 93.700403288006783 13.508807212114336 17.104259237647057 132.06704746186733 38.031313136219978 51.337543204426765 99.615917503833771 230.17833280563354 9.0053075626492518 430.92138133943081 8.7003684490919095 1639.4368451833725 153.40838530659676 645.28652442991734 67.131288409233093 25.73422209918499 41.951713368296623 37.997084930539131 23.662084341049194 31.097467705607414 22.989932119846344 45.629620879888535 14.341539382934572 17.202169314026833 347.0221331641078 17.19514599442482 leaf_count=1056042 73 336054 78 172 445 61 72 563 169 282 415 1037 55 1966 119 7621 778 2773 276 110 183 169 101 136 97 199 63 72 1688 73 internal_value=-1.79426e-05 0.000197573 -0.00117249 -0.00162222 -0.00242993 -0.0158668 -0.00102991 -0.00203883 -0.00518673 6.55489e-05 -0.00416594 -0.00700312 -0.00266651 -0.00371153 0.0147166 -0.000793104 0.00176459 0.00238618 -0.0113438 0.00140701 0.00207644 0.0121609 -0.00851137 0.00088057 -0.00740612 0.00201954 0.00120551 0.00259638 0.00157372 0.0144074 internal_weight=323251 83097.8 4322.48 3680.74 2489.4 70.4084 30.6131 2418.99 685.857 1191.34 341.309 241.693 486.658 448.627 17.7057 1733.14 850.032 798.695 199.198 641.736 601.161 63.7313 40.5746 537.43 64.9416 472.488 441.391 395.761 364.224 31.5367 internal_count=1411942 355900 19846 16877 11519 305 133 11214 3148 5358 1525 1110 2309 2140 174 8066 3833 3551 839 2969 2790 279 179 2511 280 2231 2095 1896 1760 136 is_linear=0 shrinkage=0.03 Tree=822 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 1 1 2 2 0 2 2 2 2 1 0 1 0 2 2 2 2 1 2 0 2 2 2 2 split_gain=5.4316 8.94384 5.24181 5.43057 10.4968 9.89983 7.37531 6.14399 5.79148 4.75003 10.4715 7.98592 9.38144 4.48052 7.8439 9.70715 4.52603 4.61571 6.0682 4.57025 4.44634 7.61545 6.04342 5.86141 5.29848 5.20865 4.66763 7.7279 5.02548 8.22992 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 -8.4999999999999982 8055.6518554687509 71.500000000000014 -21.499999999999996 -19.499999999999996 5579.1726074218759 2292.840698242188 65.500000000000014 1707.8798828125002 1126.780944824219 488.16123962402349 181.1947937011719 -4.4999999999999991 51.500000000000007 -5.4999999999999991 72.500000000000014 409.80384826660162 488.16123962402349 631.94107055664074 558.56738281250011 -5.4999999999999991 862.00259399414074 81.500000000000014 1707.8798828125002 3673.091186523438 3673.103149414063 4905.5217285156259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 7 -6 -2 -7 10 11 12 -9 14 15 -5 -16 19 -19 -18 23 22 -22 -4 25 -23 -26 -28 -29 -30 right_child=1 -3 20 13 6 8 -8 9 -10 -11 -12 -13 -14 -15 16 -17 17 18 -20 -21 21 24 -24 -25 26 -27 27 28 29 -31 leaf_value=-8.9739471948775283e-05 -0.0056179589865791137 0.00026456503190330815 -0.021643837253814743 -0.0094224942487518889 0.021287935533997208 -0.0081809247550077169 0.0040127960730313829 0.00061294421132995888 -0.033806961206674979 -0.0022101446296390655 0.016595685219093645 0.012417931317518739 -0.021208011312958693 -0.0030999117862802977 0.012846531511729532 0.0026375850684567225 0.0036660108332036137 -6.7020938236585556e-05 -0.01851512213786724 0.022104256935865142 0.00062909344053726612 -0.00087628995127171302 0.019481864703317513 0.0014336224174077183 0.013216798070060869 -0.018619606620769953 -0.01050020206012711 0.014035868107487737 -0.018687336975461811 0.0025345406309703819 leaf_weight=240154.26296221826 176.13526050001383 78775.954028182197 17.04186986386776 151.41325210034847 24.919445678591728 23.472695708274841 207.03633455187082 248.17575854063034 11.99243840575218 281.40888518095016 44.619144186377525 47.376074358820915 19.096748813986778 1862.5978407114744 31.747732415795326 99.564732760190964 151.09410926699638 271.14695137739182 17.056654453277588 13.151952162384985 25.730192139744759 41.962291911244392 37.761383578181267 23.653598487377167 30.981093421578407 23.079940021038055 45.766949027776718 31.403841376304626 17.265469789505005 346.67751064896584 leaf_count=1056042 862 336054 78 649 297 104 1061 1261 56 1322 208 251 89 8235 139 415 669 1132 70 57 110 183 169 101 136 97 199 136 72 1688 internal_value=-1.74014e-05 0.000191653 -0.00113688 -0.00157284 0.000210526 -0.0013294 0.0058687 -0.000655675 -0.0168463 0.00070856 0.00299474 0.00106604 -0.000946174 -0.00231717 -0.000334048 -0.00463818 0.00189695 0.00112863 -0.00115883 0.00514245 0.00136609 0.0020163 0.0118417 -0.00823043 0.000854904 -0.00717243 0.00196086 0.00117031 0.00252134 0.00152777 internal_weight=323254 83099.3 4323.33 3682.01 1084.23 852.277 231.956 816.812 35.4651 640.677 359.268 314.649 267.273 2597.77 735.175 250.978 484.197 452.45 288.204 164.246 641.324 600.629 63.4916 40.6955 537.137 65.0422 472.095 441.114 395.347 363.943 internal_count=1411942 355900 19846 16877 5511 4153 1358 3993 160 3131 1809 1601 1350 11366 3131 1064 2067 1928 1202 726 2969 2790 279 179 2511 280 2231 2095 1896 1760 is_linear=0 shrinkage=0.03 Tree=823 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 1 1 1 2 0 0 2 2 0 0 0 2 0 2 2 2 2 2 2 2 0 1 2 0 2 split_gain=5.16358 10.4612 12.7856 13.177 9.60726 9.46032 8.41014 8.32518 14.4589 17.6742 11.2896 10.1088 10.0557 9.71849 10.3521 10.332 9.14376 7.76503 33.4052 19.8267 14.5687 19.198 16.431 15.9295 16.4587 15.3646 13.2267 11.6189 25.6756 14.6117 threshold=59.500000000000007 87.470542907714858 249.24568176269534 63.500000000000007 1.5000000000000002 7.5000000000000009 -5.4999999999999991 1.0000000180025095e-35 228.54534149169925 64.500000000000014 69.500000000000014 202.10085296630862 177.03444671630862 74.500000000000014 68.500000000000014 70.500000000000014 181.1947937011719 65.500000000000014 699.95858764648449 302.06753540039068 35189.248046875007 17012.167968750004 18421.471679687504 12127.694824218752 15066.298339843752 63.500000000000007 4.5000000000000009 1023.0205383300782 60.500000000000007 2928.0368652343755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 5 -2 -3 -5 8 9 16 -10 12 13 14 -11 -16 -8 18 19 26 21 23 -23 27 -25 -26 -4 28 -20 -29 right_child=1 2 17 6 -6 -7 7 -9 10 11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 24 25 -27 -28 29 -30 -31 leaf_value=-6.6119037145595771e-05 0.0032234036650496132 -0.0036819820926722001 0.0005606139304103969 -0.020028431655914124 0.017772287748766474 0.0098905563788968098 0.014975028666581156 -0.0012327582281163524 0.001024421627312738 0.0092090067386669007 -0.016801297635590792 0.016768612800254806 -0.0090371046203739525 0.020666245077296756 -0.016982031920028812 0.0022992729510088214 0.045297384817005869 0.00013990019788802361 -0.021771312239296705 0.0074336475200879387 0.0045560256013862837 -0.013106180681023909 -0.002289592303355579 0.0093280471754476745 -0.004724585711468123 0.012178727379446624 0.013695212678733453 0.0031448715884283872 -0.0016386201364439123 -0.00034486549063810054 leaf_weight=276601.66055464535 166.58664055168629 1717.3606608211994 935.74145491421223 17.438332661986351 54.120028778910637 47.497919365763664 25.297088071703911 706.83154381066561 108.04457424581051 119.28404182195663 45.417906999588013 52.444559767842293 55.652198135852814 31.36149089038372 35.002219051122665 87.638114646077156 13.851024806499479 32194.943814584985 66.029860809445381 1037.4656587392092 665.11187200248241 144.14591669291258 1026.3163007125258 355.77191317081451 197.56659069657326 64.099449336528778 74.495124876499176 1393.4852263182402 417.40369188785553 4797.488666921854 leaf_count=1213804 727 7366 3894 77 231 303 105 3319 434 509 187 217 226 158 141 355 57 136938 277 4304 3037 588 4265 1479 817 265 358 5739 1745 20020 internal_value=-1.68765e-05 0.000275072 0.000244101 -0.00162909 0.00679097 -0.0033167 0.00066506 0.000946801 0.00363077 0.0065071 -0.00425118 0.00453664 0.00258642 0.00495345 0.00291654 -0.00320372 0.0257034 0.0003764 0.00105774 0.00452066 0.000280849 -5.51671e-05 -0.00362169 0.000517319 0.00512746 -0.000583838 0.00152916 9.08427e-05 -0.00438845 0.000440616 internal_weight=323256 46653.9 46433.2 3063.12 220.707 1764.86 1298.26 1280.82 573.993 420.531 153.462 381.383 328.938 273.286 241.924 122.64 39.1481 43370.1 11175.1 2047.7 9127.42 8462.31 1170.46 7291.85 617.438 261.666 1010.24 6674.41 483.434 6190.97 internal_count=1411942 198138 197180 13454 958 7669 5785 5708 2389 1768 621 1606 1389 1163 1005 496 162 183726 46788 8556 38232 35195 4853 30342 2561 1082 4252 27781 2022 25759 is_linear=0 shrinkage=0.03 Tree=824 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 1 1 2 2 0 2 2 2 2 1 2 2 0 1 0 0 1 0 0 1 1 0 0 0 split_gain=4.89815 8.36245 4.91471 5.11464 9.90431 9.26188 7.12812 5.78507 5.32679 4.48697 9.97048 7.55654 8.79684 4.30355 11.3256 21.1903 16.3379 14.3016 12.2411 21.742 18.8049 32.8478 40.5695 21.8497 17.5478 21.3497 13.7361 13.1757 28.7182 11.066 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 -8.4999999999999982 8055.6518554687509 71.500000000000014 -21.499999999999996 -19.499999999999996 5579.1726074218759 2292.840698242188 65.500000000000014 1707.8798828125002 1126.780944824219 3755.7348632812505 3673.091186523438 5.5000000000000009 3673.103149414063 3093.6569824218755 51.500000000000007 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 62.500000000000007 -1.4999999999999998 2.5000000000000004 74.500000000000014 75.500000000000014 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 7 -6 -2 -7 10 11 12 -9 14 17 18 -17 -3 26 20 -20 22 -22 -24 -23 27 -16 -26 -29 -21 right_child=1 13 -4 -5 6 8 -8 9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 19 29 21 24 23 -25 25 -27 -28 28 -30 -31 leaf_value=-8.5063298437512423e-05 -0.005441823866455954 0.00012213089376434872 0.0013222769277827851 -0.0022461189648269675 0.021014791279327243 -0.0079219732985606889 0.0039009835197284675 0.00060190272023839559 -0.03238895724603133 -0.0021418722305965726 0.016230737628891049 0.012120316473659225 -0.020459676083417349 0.00054242105406029581 0.0016762721922864746 -0.010384397034621261 0.013950785026479267 0.0021626211177112895 -0.0043132034620171136 0.0073523591797468157 0.012411907696813168 -0.0053896920113374377 -0.0080742830534498468 0.0065749049340229722 -0.016561688229690997 0.0013311890951279565 -0.018243466799135272 0.036188641527375498 -0.010069022551286885 0.00059527012879609419 leaf_weight=240155.38348247216 176.49935285001993 37795.7316211164 640.8809505328536 2599.3743126839399 24.500790234655142 23.527137294411659 206.66966550797224 248.12018038332462 12.141173139214514 281.63729141652584 44.365425452589989 47.087045818567276 19.23126283288002 29093.887638982851 2050.316337376833 301.65286860242486 27.056653797626495 3366.7956565842032 2044.0120771676302 319.33511278033257 345.90276898443699 977.11804881691933 215.15963962674141 159.6125086247921 105.6998748332262 1182.4932743534446 31.636554390192032 15.541313230991362 54.220173597335815 688.26019348204136 leaf_count=1056042 862 159493 2969 11366 297 104 1061 1261 56 1322 208 251 89 121511 9214 1916 115 13898 11019 1874 1458 4283 1223 744 426 5181 203 65 225 3206 internal_value=-1.63698e-05 0.000182155 -0.00110236 -0.00152426 0.000207086 -0.00128624 0.0057148 -0.000632895 -0.0162503 0.0006924 0.00291711 0.00103864 -0.00091311 0.000252664 8.29765e-05 -0.000912749 -0.00838133 0.000289028 -0.000612969 -0.00129017 -0.0020858 -0.000595876 0.00500294 -0.00183531 -0.00232384 -0.000117803 0.00137358 -0.00988305 0.00023616 0.00273678 internal_weight=323254 83098.5 4324.03 3683.15 1083.78 852.609 231.17 816.941 35.6683 640.441 358.804 314.438 267.351 78774.4 49680.5 8518.02 328.71 41162.5 8189.31 6107.35 5099.76 3055.75 720.675 374.772 2335.07 1357.95 2081.95 175.461 69.7615 1007.6 internal_count=1411942 355900 19846 16877 5511 4153 1358 3993 160 3131 1809 1601 1350 336054 214543 41152 2031 173391 39121 29704 24624 13605 3425 1967 10180 5897 9417 716 290 5080 is_linear=0 shrinkage=0.03 Tree=825 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 1 2 2 2 2 0 1 2 2 1 0 2 3 0 3 0 1 2 0 2 0 2 0 0 2 split_gain=1.86077 8.66331 16.6295 18.8135 14.3498 12.2476 13.2303 18.8571 11.9796 20.1779 12.883 10.1884 8.46702 24.6826 29.3137 21.9361 21.8993 16.2274 14.6707 13.6034 38.0625 12.3862 12.2396 16.4089 12.2379 14.2176 16.5917 20.8154 17.8788 21.5043 threshold=2.5095000267028813 31.500000000000004 50009.173828125007 55938.710937500007 43957.078125000007 -3.4999999999999996 3038.2934570312505 4805.4782714843759 4076.2145996093755 3755.7348632812505 30.500000000000004 -10.499999999999998 5109.0270996093759 4158.8854980468759 1.0000000180025095e-35 51.500000000000007 8226.4770507812518 1.1980000138282778 69.500000000000014 1.7404999732971194 45.500000000000007 10.500000000000002 4246.3449707031259 32.500000000000007 14763.748535156252 38.500000000000007 18421.471679687504 42.500000000000007 41.500000000000007 23484.753906250004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 6 -1 8 9 -8 -11 -10 13 18 19 16 21 -16 -3 20 -15 -14 -19 -24 -18 -26 27 -27 29 -28 right_child=-2 12 3 -5 -6 -7 7 -9 11 10 -12 -13 15 14 17 -17 24 22 -20 -21 -22 -23 23 -25 25 26 28 -29 -30 -31 leaf_value=-0.00075025795225589517 -4.5192345199049498e-05 9.419674957606832e-05 0.014408449633013541 0.0027337137183019058 -0.009998293738895209 0.00038236242810095147 0.015781068893038343 0.0025937735148446779 -0.0060256282943187446 -0.019355505144879191 0.013022847712359994 0.024188559102831259 -0.0025591315322108406 -0.011808397071735997 -0.00073234059211150365 0.00063206662670124713 0.00040927511415852618 0.0099047671483538137 -0.0028108117079140922 0.0012280805740257942 0.0010328944969033957 -0.012092605393736581 0.0094797258716651806 0.0029346950694928283 -0.0022785531999422394 -0.0082114553208129971 0.011774174805582561 0.00021184054648810233 -0.00029060959580806851 0.0017616861908857683 leaf_weight=380.32889070361853 155523.5059197658 112772.14337942749 156.5961249768734 601.00793229788542 114.55693636834621 11503.717785475659 88.813494018046185 448.66530683636665 11.300306640565394 32.109576255083084 16.870990395545959 90.37871028482914 4348.3754594698548 312.69726034998894 580.17255119979382 12200.320589717478 7765.1716789454222 364.59885913133621 1586.5929849073291 1710.7796304821968 618.92714446783066 126.21291641891003 413.26250997185707 2079.3414978384972 5060.4894999749959 433.98957212269306 271.00198243558407 674.23384487628937 2220.107333548367 671.22302328795195 leaf_count=1698 691976 485923 631 2423 462 51106 524 2029 64 163 85 455 19107 1268 3007 51035 32312 1468 6850 7320 2572 842 1657 8424 20722 1789 1100 2777 9137 2725 internal_value=2.95482e-05 9.8881e-05 0.00082925 0.00514687 0.000571418 0.000667728 0.00374014 0.00622194 0.0130195 0.00725563 -0.00820302 0.0208306 3.52058e-05 0.000152918 0.00201554 -0.000384593 -0.000959609 0.00384195 5.38932e-05 -0.000360351 -0.00327725 -0.00282804 0.00477079 0.00401983 -0.000470586 -0.00120279 7.19505e-05 -0.00308679 0.00117892 0.00464147 internal_weight=323177 167654 13444.3 757.604 12686.7 12572.2 1068.47 688.138 239.473 137.794 48.9806 101.679 154210 120439 6079.78 33771.1 21570.8 3437.38 114359 2642.4 931.624 4474.59 2857.2 2492.6 17096.2 9331.05 4270.56 1108.22 3162.33 942.225 internal_count=1411651 719675 59640 3054 56586 56124 5018 3320 1291 772 248 519 660035 518489 25716 141546 90511 14556 492773 11160 3840 19949 11549 10081 70562 38250 17528 4566 12962 3825 is_linear=0 shrinkage=0.03 Tree=826 num_leaves=31 num_cat=0 split_feature=3 1 1 2 3 2 1 0 2 1 0 2 2 2 1 2 2 2 2 0 1 0 1 1 2 2 3 0 2 0 split_gain=1.75091 8.16091 19.3776 8.19775 8.5724 12.0399 13.7541 13.3899 11.27 9.71122 8.15328 15.6415 17.8092 13.5106 11.5509 12.4973 17.9342 11.4847 19.1132 12.0422 9.76232 9.26571 9.54792 8.60912 8.05199 19.9182 26.4306 14.1564 14.2529 13.8069 threshold=2.5095000267028813 -2.4999999999999996 -8.4999999999999982 89440.765625000015 7.0125000476837167 14763.748535156252 -17.499999999999996 71.500000000000014 723.02862548828136 -34.499999999999993 31.500000000000004 50009.173828125007 54303.691406250007 43957.078125000007 -3.4999999999999996 3038.2934570312505 4805.4782714843759 4076.2145996093755 3755.7348632812505 30.500000000000004 -10.499999999999998 30.500000000000004 1.0000000180025095e-35 2.5000000000000004 5832.3920898437509 1338.8272094726565 7.0125000476837167 86.500000000000014 3038.2934570312505 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 5 6 -2 9 -6 -7 11 13 21 14 15 -1 17 18 -17 -20 -19 22 -13 -24 25 -3 27 -27 -29 -28 right_child=1 24 -4 -5 8 7 -8 -9 -10 -11 -12 12 -14 -15 -16 16 -18 20 19 -21 -22 -23 23 -25 -26 26 29 28 -30 -31 leaf_value=-0.00072757962034933636 0.0029470514913344337 7.9512023764753708e-05 0.0012680077871924809 0.0031271122300606676 -0.040343142665431139 0.015031846050410896 -0.0033561274611973568 0.01379554270269768 0.0011883423324304764 -0.007679937341786609 3.4148939054666999e-05 -0.0036318857813106157 0.0030468745951532615 -0.0097052485065325048 0.0003708891426404266 0.015419253298863943 0.0025177160362261312 -0.0058257726631294323 -0.018610002538766941 0.012707715219403082 0.023725800090823083 0.027718150651901578 0.027332288814073156 -0.00012131659376166004 9.0600286244053898e-05 -0.0018733216505436923 -0.00040560210836721919 0.026849978492730926 0.0022130215832674386 0.0022677977332344031 leaf_weight=380.4167016595602 459.08794857561588 37212.65116949752 10611.880162635818 322.74398987821769 5.927838046103715 17.410263925790787 969.63571481406689 28.906266529113054 735.69995740009472 632.58160389959812 154203.58314767107 29.392110869288445 642.83428209275007 114.47667653858662 11503.792900645873 88.180304641951807 448.35716667771339 11.336763247847555 32.389611095190048 16.772202655673027 89.392313748598099 39.157046958804131 30.985835760831833 15.384303793311117 78757.046484496444 15230.106730550528 8232.6298337243497 29.600540071725845 73.883064731955528 2204.1433509830385 leaf_count=1698 2711 160915 50976 3005 52 129 4640 178 5340 2645 660035 118 2591 462 51106 524 2029 64 163 85 455 157 124 64 349916 63240 38179 128 321 9601 internal_value=2.86633e-05 -4.38364e-05 0.000653035 -0.00140435 -0.00191765 -0.00289377 -0.00133074 -0.00618311 0.000856381 -0.00707159 9.59206e-05 0.000804505 0.00499146 0.000554395 0.000647826 0.00363403 0.00605123 0.0127059 0.00706295 -0.00792555 0.0203999 0.015869 0.00974494 0.018224 -0.000111605 -0.000364453 -0.00100554 -0.00179818 0.0092602 0.000158994 internal_weight=323170 155524 13783.9 3171.99 2849.25 2107.62 1428.72 678.898 741.628 649.992 167646 13442.9 757.754 12685.1 12570.6 1066.85 686.428 238.071 137.342 49.1618 100.729 114.919 75.7623 46.3701 141740 62983 25770.4 15333.6 103.484 10436.8 internal_count=1411651 691976 69676 18700 15695 10303 7351 2952 5392 2774 719675 59640 3054 56586 56124 5018 3320 1291 772 248 519 463 306 188 622300 272384 111469 63689 449 47780 is_linear=0 shrinkage=0.03 Tree=827 num_leaves=31 num_cat=0 split_feature=3 1 1 2 2 0 2 2 2 1 2 2 2 2 0 1 2 2 1 0 2 3 0 3 0 1 1 0 0 1 split_gain=1.64748 7.68132 18.3375 8.50758 7.94971 7.67329 14.7129 16.8177 12.7209 10.8937 11.8046 17.0564 11.0095 18.1043 11.2613 9.35416 7.96771 23.2275 27.5842 20.6435 20.6272 15.4953 13.8089 12.799 35.7944 11.7722 12.0705 16.0361 26.3708 15.7759 threshold=2.5095000267028813 -2.4999999999999996 -7.4999999999999991 89440.765625000015 94494.871093750015 31.500000000000004 50009.173828125007 55938.710937500007 43957.078125000007 -3.4999999999999996 3038.2934570312505 4805.4782714843759 4076.2145996093755 3755.7348632812505 30.500000000000004 -10.499999999999998 5109.0270996093759 4158.8854980468759 1.0000000180025095e-35 51.500000000000007 8226.4770507812518 1.1054999828338625 69.500000000000014 1.7404999732971194 45.500000000000007 10.500000000000002 -4.4999999999999991 43.500000000000007 38.500000000000007 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -4 6 8 -8 9 10 -1 12 13 -12 -15 -14 17 22 23 20 25 -20 -7 24 -19 26 27 28 -18 -28 right_child=1 -3 4 -5 -6 16 7 -9 -10 -11 11 -13 15 14 -16 -17 19 18 21 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.00070559195261148046 -0.0016632261604325349 -0.00010825861026829366 0.0015684691940377152 0.0030963475701384874 -0.0012981341727514885 9.0346196473705705e-05 0.013594803027310582 0.002559467271258642 -0.0094210462916540991 0.00035976035379299987 0.015064656064503043 0.0024438456647663314 -0.0056332274448046248 -0.017901835315642704 0.012399228254275413 0.023272199277536168 -0.00016535200827215435 -0.011450257413293355 -0.002467063680238241 0.00061212388295794754 -0.0004575263826290286 0.0043812964503336929 -0.0027285864794887793 0.0011905491797447665 0.0010009522208156681 -0.011808131315474316 0.0027208444418638841 0.0036668020083924532 -0.020262957612492354 -0.0027794611371068684 leaf_weight=380.50178760290146 3309.8731049960479 141738.71956271213 9130.2889997065067 376.43742318940349 962.46248391922563 112772.43683937564 156.68245550990105 601.19605557620525 114.3934363424778 11503.865018520621 87.557791306287982 448.05706193298101 11.371983371675013 32.656595185399055 16.675290152430534 88.415541872382164 100.51869167387486 312.82931487262249 328.80824332684278 12199.462286349386 17095.220256414264 3108.1539025902748 1585.9775622449815 1710.305475756526 618.88523106276989 125.39936597645283 542.39685210585594 78.822438195347786 141.43917013704777 3483.0370659902692 leaf_count=1698 17951 622300 42870 3344 5511 485923 631 2423 462 51106 524 2029 64 163 85 455 432 1268 1722 51035 70562 12834 6850 7320 2572 842 2215 327 578 15555 internal_value=2.78069e-05 -4.25209e-05 0.000633692 -0.00117719 0.0012951 9.30471e-05 0.000780499 0.00484089 0.000537878 0.000628516 0.0035309 0.00588509 0.0123998 0.00687543 -0.00765939 0.0199781 3.31245e-05 0.000147308 0.00195432 -0.000374143 -0.000932033 0.00372613 5.12519e-05 -0.000350603 -0.00317962 -0.0027461 -0.00248464 -0.00808519 -0.0119136 -0.00203834 internal_weight=323163 155518 13779.1 3686.31 10092.8 167645 13441.4 757.879 12683.5 12569.1 1065.24 684.734 236.677 136.89 49.3319 99.7875 154204 120437 6078.98 33766.3 21566.8 3436.96 114358 2642.02 931.715 4471.61 4346.21 320.78 241.958 4025.43 internal_count=1411651 691976 69676 21295 48381 719675 59640 3054 56586 56124 5018 3320 1291 772 248 519 660035 518489 25716 141546 90511 14556 492773 11160 3840 19949 19107 1337 1010 17770 is_linear=0 shrinkage=0.03 Tree=828 num_leaves=31 num_cat=0 split_feature=3 1 1 2 2 3 0 2 0 2 1 0 2 3 1 2 3 2 1 2 3 1 3 2 0 1 2 2 2 2 split_gain=1.55018 7.22882 17.2597 7.59124 19.68 24.6323 15.6036 12.6184 32.1006 35.8073 20.5163 15.5964 12.1473 31.207 22.9079 27.2689 18.6098 17.0993 16.5891 14.5226 17.1132 14.4078 13.4604 18.2555 12.5009 12.3234 12.089 11.7901 16.5944 14.3305 threshold=2.5095000267028813 -2.4999999999999996 -8.4999999999999982 5579.1726074218759 1338.8272094726565 7.0125000476837167 86.500000000000014 1006.7319946289064 11.500000000000002 1099.1130981445315 1.0000000180025095e-35 80.500000000000014 1826.4194335937502 5.0659999847412118 1.0000000180025095e-35 1526.1497802734377 2.7749999761581425 3673.103149414063 2.5000000000000004 4605.4538574218759 3.0835000276565556 1.0000000180025095e-35 3.2575000524520878 5342.6640625000009 20.500000000000004 17.500000000000004 3038.2934570312505 1023.0205383300782 1099.1130981445315 1126.780944824219 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 7 6 12 -3 9 10 -9 -10 13 14 15 -6 -16 21 19 20 -19 -14 23 -20 -18 -23 -8 -13 -29 -30 right_child=1 3 -4 -5 5 -7 26 8 11 -11 -12 27 17 -15 16 -17 24 18 22 -21 -22 25 -24 -25 -26 -27 -28 28 29 -31 leaf_value=9.0260728138034615e-05 -0.0013264207385848381 -0.00013214073074094466 0.0011956780616400626 8.8005454507411723e-05 0.00065242788828503507 0.00010939332038691258 0.026060760147091046 -0.025912289410447834 0.0042806032508990646 -0.00036934525382910138 -0.0052030064810438658 0.0059863320048745327 -0.0020619858512588639 -0.013347785799825609 -0.0097508422307834089 -0.011553651599731337 -0.0063736754616809319 -0.0087728180310177508 -0.0075462437518796039 -0.00090381891798610317 -0.002199924126629445 0.00076273402034119861 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-0.00010501 -0.000354741 -0.00101351 -0.00181675 8.03746e-05 0.00151642 -0.00189869 -0.0147981 0.00327991 -0.00190012 -0.00415105 -0.00252106 -0.00665771 0.000610532 -0.00155876 -0.00298485 -0.00229548 -0.00459578 -0.000685288 -0.00759999 -0.00439482 0.0023951 0.000544066 0.00993864 -0.00115412 -0.00370532 -0.000376382 internal_weight=323153 155515 13776.2 141739 61791.4 24578.8 14329 37212.6 4797.08 1633.57 173.147 3163.5 14228 1873.6 1591.52 685.724 905.801 12354.4 4692.75 4082.89 1539.02 7661.69 609.868 401.976 772.714 4047.44 100.908 582.494 429.16 325.507 internal_count=1411651 691976 69676 622300 267440 106525 59625 160915 21271 7372 781 13899 59187 7870 6641 2806 3835 51317 19018 16539 6242 32299 2479 1619 3261 17589 438 2639 1969 1489 is_linear=0 shrinkage=0.03 Tree=829 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 2 0 0 0 2 1 2 0 0 0 0 0 0 0 3 1 1 2 2 1 0 2 3 2 0 split_gain=1.47159 13.729 14.73 18.2556 9.40388 6.98187 6.63751 12.2623 9.4867 6.62936 9.18586 6.9996 12.976 18.1518 6.64809 6.50878 6.261 6.10478 5.81503 5.57871 9.80845 11.3567 10.7529 13.8706 8.01377 6.31642 7.41406 10.5578 21.7209 26.0684 threshold=215.8664245605469 210.22515869140628 1.1980000138282778 52.500000000000007 1.5000000000000002 207.08887481689456 40.500000000000007 42.500000000000007 39.500000000000007 219.02408599853518 1.0000000180025095e-35 224.80538177490237 55.500000000000007 54.500000000000007 33.500000000000007 28.500000000000004 67.500000000000014 29.500000000000004 61.500000000000007 1.0619999766349795 1.0000000180025095e-35 11.500000000000002 173.86003112792972 164.41123962402347 -2.4999999999999996 41.500000000000007 173.86003112792972 1.1980000138282778 199.21649169921878 43.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 19 8 -8 15 10 -2 12 13 14 17 -4 -14 -11 -12 20 24 22 23 -22 -1 -21 -27 -28 -29 -30 right_child=9 2 6 -5 -6 -7 7 -9 -10 11 18 -13 16 -15 -16 -17 -18 -19 -20 25 21 -23 -24 -25 -26 26 27 28 29 -31 leaf_value=0.0028061291110819285 -0.00019835446209701046 -0.0062777131446612603 -0.022240064851254338 0.021082981538413398 0.016697297509444507 0.0022156146451924709 -0.01599945683530777 -0.0047494292596455528 0.0068913360412464703 0.0018823504964750875 0.0055508884616325494 4.5274649758381851e-05 -0.0098516479315761962 0.019247151123245244 -0.0024853967079438398 -0.0033971791934144587 0.0068898578316006678 0.020641342433996224 -0.012318507855703787 0.00064198276338478738 0.0016142601652700548 -0.010997045526760197 0.0061423729763541626 -0.025704202621204569 -0.0016655456611842918 -6.6237677738379438e-05 0.00074318131077592473 -0.0013141352157374122 -0.02017259561179955 -0.0043609935508637778 leaf_weight=470.41751825809479 645.42816489934921 81.771145641803741 17.423502311110497 45.530774995684624 19.944664403796196 1170.295199200511 111.6266640201211 398.45954164862633 84.181810349225998 66.315309002995491 555.01743634045124 294012.5167509442 227.19198033213615 39.583756014704704 731.20863025635481 310.8085144162178 22.05651593208313 20.421238303184509 16.888555616140366 4458.3681166395545 1385.7363198697567 55.980218023061752 579.51150035858154 16.93169741332531 1546.4056131839752 9038.9620303660631 1638.1948681995273 4754.6435013711452 114.78381970524788 514.40964810550213 leaf_count=2136 2639 336 76 190 84 4951 529 1730 361 286 2433 1285785 1000 165 3101 1335 96 87 75 19494 6169 407 2380 85 6235 39156 6899 20563 556 2312 internal_value=2.61661e-05 -0.000186658 -0.00351677 0.00529459 -0.00177272 -4.82846e-05 -0.00492322 -0.00721137 -0.00209316 4.54237e-05 0.00225474 3.63106e-05 -0.00234498 -0.000593704 -0.00155389 -0.00439741 -0.00837016 0.00629896 0.0050232 -0.000156097 0.0008607 0.00232842 0.00270475 0.0012845 -0.000622542 -0.000357034 -0.000634351 -0.00136564 -0.00200732 -0.00724551 internal_weight=323151 26814.4 1069.75 147.247 101.716 25744.6 922.5 510.086 412.414 296337 1217.33 295119 1106.78 857.529 817.945 328.232 249.248 86.7365 571.906 24574.3 4054.98 2038.16 1982.18 1402.67 2016.82 20519.4 16061 7022.03 5383.84 629.193 internal_count=1411651 115984 4641 610 420 111343 4031 2259 1772 1295667 5147 1290520 4735 3639 3474 1411 1096 373 2508 106392 17412 9041 8634 6254 8371 88980 69486 30330 23431 2868 is_linear=0 shrinkage=0.03 Tree=830 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 3 0 0 2 2 2 2 0 1 2 2 2 2 0 1 2 2 2 0 2 0 2 0 1 1 split_gain=3.16501 30.2677 11.217 23.7124 17.0359 9.27441 12.918 8.06718 22.8183 22.9174 16.5786 12.6563 21.3512 26.2487 16.8199 14.4218 24.3706 15.3913 29.221 12.4683 11.839 11.8166 15.4069 17.1238 10.6336 10.4173 8.69368 27.5381 16.3992 14.8519 threshold=58108.183593750007 55938.710937500007 15.500000000000002 14.500000000000002 13.500000000000002 1.4100000262260439 44.500000000000007 4.5000000000000009 15423.644531250002 3600.6882324218755 3673.091186523438 47554.107421875007 2.5000000000000004 1.0000000180025095e-35 50009.173828125007 42366.021484375007 39196.445312500007 30553.010742187504 3.5000000000000004 -1.4999999999999998 54303.691406250007 35189.248046875007 36363.248046875007 2.5000000000000004 33967.421875000007 2.5000000000000004 22743.409179687504 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 4 -3 6 -2 8 9 -1 -11 15 13 -13 -15 16 17 26 21 -17 -14 -19 -23 -24 -20 -21 27 28 -10 -29 right_child=5 2 -4 -5 -6 -7 -8 -9 11 10 -12 12 20 14 -16 19 -18 18 24 25 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0047505092298743687 -0.014430293413819739 0.007496181236513408 0.0021225775927137557 0.02819422220243049 -0.022126214595177881 -0.00025123467453687923 -0.0018922380875707858 1.8695667980030528e-05 0.015965493100444088 0.032130240051851604 0.0020068002837528224 0.0085811110575637478 -0.00024358593022285758 0.023267007470607139 -0.01772567151615206 0.0044892953549242774 0.0065464479203228955 0.0030662661451552318 -0.030217149171233974 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internal_value=-1.5357e-05 1.37936e-05 0.00522905 0.00848485 0.00626311 -0.000317856 -0.00473051 -3.93417e-06 -0.00109654 0.000906303 0.00223045 -0.00281741 -0.000264116 -0.00882408 -0.0151999 -0.00420943 -0.00291063 -0.00433028 -0.00889876 -0.00902779 0.00172119 -0.00395404 -0.00871139 -0.00145106 -0.0206565 -0.010913 -0.00219568 -0.0052821 0.00427326 -0.0111191 internal_weight=323033 294640 998.151 487.362 437.99 28393.2 422.299 293641 5958.41 2753.6 2231.3 3204.81 1130.75 212.88 155.806 2074.06 1633.69 1420.46 452.347 440.366 917.868 318.431 189.807 110.254 133.916 386.467 968.114 444.361 168.509 275.852 internal_count=1411067 1273447 4825 2716 2511 137620 1827 1268622 38275 20015 17241 18260 6643 1585 1163 11617 9168 8057 2292 2449 5058 1689 910 530 603 2056 5765 2904 1562 1342 is_linear=0 shrinkage=0.03 Tree=831 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 3 0 0 2 2 2 2 0 1 2 2 2 2 0 1 2 2 2 0 2 0 3 2 0 0 split_gain=2.97801 28.518 10.6195 18.615 13.2178 8.73909 12.2479 7.5979 21.5054 21.5615 15.7141 11.9071 20.2553 24.9595 15.9291 13.4998 22.9739 14.4886 27.5205 11.6915 11.1881 11.1384 14.5523 16.1384 10.0961 9.757 8.61766 11.2489 10.7112 9.75618 threshold=58108.183593750007 55938.710937500007 5.4584999084472665 5.9049999713897714 6.4175000190734872 1.4100000262260439 44.500000000000007 4.5000000000000009 15423.644531250002 3600.6882324218755 3673.091186523438 47554.107421875007 2.5000000000000004 1.0000000180025095e-35 50009.173828125007 42366.021484375007 39196.445312500007 30553.010742187504 3.5000000000000004 -1.4999999999999998 54303.691406250007 35189.248046875007 36363.248046875007 2.5000000000000004 33967.421875000007 2.5000000000000004 74.000000000000014 12127.694824218752 2.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -3 -4 -5 6 -2 8 9 -1 -11 15 13 -13 -15 16 17 -10 21 -17 -14 -19 -23 -24 -20 -21 27 -12 -29 -30 right_child=5 2 3 4 -6 -7 -8 -9 11 10 26 12 20 14 -16 19 -18 18 24 25 -22 22 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0046062099781276596 -0.01406773514122781 0.0017723162381987755 0.024003778643769541 -0.015940550262905161 0.0071557948775822526 -0.00024369210075136984 -0.0018356712295897189 1.8134797588002777e-05 -0.0021339324437276278 0.031366684411638042 0.0017802432730538676 0.0083694805915641331 -0.00023625440788283437 0.022212613618460254 -0.017402539015374301 0.0043672372766468855 0.0063641339602540396 0.0029757632788913776 -0.029393284452540899 -0.0010852661415095787 0.007427557002625455 -0.018260448565561277 -0.020680168870899126 0.0054331256808924765 -0.01278210169422485 -0.0129567596729128 -0.0046327325990847615 0.022760874015367416 0.00013382434098175802 0.016928537163524979 leaf_weight=522.50109137035906 95.126257315278053 465.74305003881454 58.100203022360802 23.46441613137722 449.5648853611201 27971.534741270822 326.66691114753485 287682.96010131389 966.29481477383524 16.461813911795616 1863.9980018257629 56.766691964119673 688.87790466099977 9.751645088195799 144.47927694022655 53.745676561724395 212.76806401461363 128.5606061257422 58.597118526697159 78.034046113491058 228.24083103984594 79.33845292776823 28.862224608659744 81.293466128408909 75.179918825626373 309.19265876710415 165.73328406736255 42.492209538817406 95.799287982285023 46.114808388054371 leaf_count=2774 444 1909 244 97 2575 135793 1383 1230347 5765 81 13359 422 3659 88 1075 393 1111 779 261 727 1399 380 156 374 342 1329 2842 258 478 223 internal_value=-1.48972e-05 1.33797e-05 0.00507891 0.00797844 0.00601011 -0.000308323 -0.00459435 -3.81737e-06 -0.00106466 0.000879304 0.00216424 -0.00273714 -0.000257126 -0.00863796 -0.0148978 -0.00408749 -0.00282828 -0.00420746 -0.00864195 -0.00874454 0.00167102 -0.00384018 -0.0084644 -0.0014089 -0.0200581 -0.0105644 0.00194713 0.00247949 0.00954759 0.00559125 internal_weight=323026 294633 996.873 531.13 473.029 28393.3 421.793 293636 5953.08 2753.1 2230.6 3199.98 1128.12 210.998 154.231 2071.87 1630.89 1418.13 451.832 440.972 917.119 318.055 189.494 110.156 133.777 387.227 2214.14 2048.4 184.406 141.914 internal_count=1411067 1273447 4825 2916 2672 137620 1827 1268622 38275 20015 17241 18260 6643 1585 1163 11617 9168 8057 2292 2449 5058 1689 910 530 603 2056 17160 14318 959 701 is_linear=0 shrinkage=0.03 Tree=832 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 3 0 3 1 2 0 0 2 2 2 2 0 1 2 2 2 2 0 1 2 2 2 0 2 0 split_gain=2.80205 26.8692 10.0886 21.43 15.2622 8.23453 11.6118 7.43155 7.40698 7.21082 7.91873 7.15361 20.256 20.2871 14.8975 11.1854 19.2136 23.7308 15.0914 12.656 21.6383 13.6655 25.9257 10.9652 10.572 10.4992 13.7456 15.2098 9.59135 9.14123 threshold=58108.183593750007 55938.710937500007 15.500000000000002 14.500000000000002 13.500000000000002 1.4100000262260439 44.500000000000007 1.7404999732971194 1.5000000000000002 61082.773437500007 61.500000000000007 4.5000000000000009 15423.644531250002 3600.6882324218755 3673.091186523438 47554.107421875007 2.5000000000000004 1.0000000180025095e-35 50009.173828125007 42366.021484375007 39196.445312500007 30553.010742187504 3.5000000000000004 -1.4999999999999998 54303.691406250007 35189.248046875007 36363.248046875007 2.5000000000000004 33967.421875000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 3 4 -3 6 -2 9 -8 -7 -11 12 13 -1 -15 19 17 -17 -19 20 21 -14 25 -21 -18 -23 -27 -28 -24 -25 right_child=5 2 -4 -5 -6 7 8 -9 -10 10 -12 -13 15 14 -16 16 24 18 -20 23 -22 22 28 29 -26 26 27 -29 -30 -31 leaf_value=-0.00446636717221577 -0.01371372874442015 0.0070936019370540998 0.0019902088563270547 0.026846495663547042 -0.020886125206272203 0.014643837787327935 -5.8368402970108305e-05 -0.00029251356930931345 -0.013629864352695573 -0.00031397923962508761 0.01087837719938904 1.7590758341465672e-05 -0.0020699181989592159 0.030626841011556633 0.0018894424570113436 0.0081621338123127503 -0.00022914413237817941 0.021223886543702285 -0.017082989853325015 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internal_value=-1.44506e-05 1.29788e-05 0.00493303 0.00803205 0.00591811 -0.000299075 -0.00446203 -0.000236376 -0.00178079 0.00402294 0.00234371 -3.70341e-06 -0.00103339 0.000853206 0.00210024 -0.00265761 -0.000250304 -0.00845472 -0.0145999 -0.00396565 -0.00274516 -0.00408288 -0.00839291 -0.00847102 0.00162228 -0.0037296 -0.00822448 -0.00136796 -0.0194799 -0.0102283 internal_weight=323021 294628 995.604 484.933 435.951 28393.5 421.294 27972.2 326.632 363.878 314.201 293632 5949.37 2752.38 2229.69 3196.99 1125.54 209.157 152.69 2071.44 1629.91 1417.59 451.298 441.538 916.388 317.679 189.18 110.058 133.619 387.941 internal_count=1411067 1273447 4825 2716 2511 137620 1827 135793 1383 1655 1443 1268622 38275 20015 17241 18260 6643 1585 1163 11617 9168 8057 2292 2449 5058 1689 910 530 603 2056 is_linear=0 shrinkage=0.03 Tree=833 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 3 0 3 3 3 3 2 3 3 1 0 1 0 1 1 1 1 0 2 2 2 2 0 1 2 split_gain=2.6365 25.3154 9.5448 16.6756 11.7073 7.76098 11.0062 7.58101 7.21178 26.0411 7.08016 9.29066 11.6175 8.13203 14.8113 13.6027 9.37205 7.9566 7.09208 6.9929 6.8609 6.7545 6.73524 19.0788 19.0871 14.1262 10.5083 18.2236 22.56 14.3026 threshold=58108.183593750007 55938.710937500007 5.4584999084472665 5.9049999713897714 6.4175000190734872 1.4100000262260439 44.500000000000007 5.0659999847412118 8.545499801635744 10.80550003051758 3.2575000524520878 68532.378906250015 1.7404999732971194 2.9229999780654912 -2.4999999999999996 28.500000000000004 -2.4999999999999996 25.500000000000004 5.5000000000000009 1.5000000000000002 10.500000000000002 9.5000000000000018 4.5000000000000009 15423.644531250002 3600.6882324218755 3673.091186523438 47554.107421875007 2.5000000000000004 1.0000000180025095e-35 50009.173828125007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 7 -4 -5 6 -2 20 -6 -10 11 12 -7 15 -15 16 -14 18 -13 -8 -3 -16 23 24 -1 -26 -25 28 -28 -30 right_child=5 2 3 4 8 10 19 -9 9 -11 -12 17 13 14 21 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 27 -29 29 -31 leaf_value=-0.004330837529267645 -0.013368036051850793 0.0019210988847959975 0.022782291298798028 -0.014928696905780631 0.016761720991549652 0.0078425312420427919 -5.6617502662563053e-05 -0.013891305153062356 -0.023944254762257627 0.0073693418993188457 -0.00041496376835420618 0.0060216652607193808 0.022269209818113787 0.01784081817635081 -0.013207531053889448 -0.0035805046938805311 0.0028528131001232509 0.0011269441289912219 -0.0094848697699584077 -0.013260069062986161 0.023261739580787248 0.0097287711115107978 1.7063036403269589e-05 -0.0038475373435811209 0.029909358082552538 0.0018332335297716377 0.0079590196213424926 0.0015749238349708297 0.020295058172079872 -0.016766986869441503 leaf_weight=522.87476133182645 94.20319814234972 425.08305266499519 57.631625540554523 23.553556829690933 56.779192388057709 112.83019661158323 285.17727253586054 26.601811140775681 25.576439931988716 365.11799370497465 24295.232751109987 514.03001444786787 24.87135736644268 17.494792357087135 139.47056801617146 587.25862537324429 222.80412450432777 2017.8475469015539 27.990736499428749 41.334098592400551 14.005105763673781 12.59939683973789 287682.86064076796 2070.9753377200104 16.246881935745478 2212.7732617813745 56.175399973988533 915.67610248923302 10.037724956870077 141.14409666508436 leaf_count=2774 444 1741 244 97 242 482 1198 109 109 2224 120506 2078 100 74 565 2421 899 8498 118 185 59 52 1230347 11617 81 17160 422 5058 88 1075 internal_value=-1.40175e-05 1.25895e-05 0.0047913 0.00754994 0.00568622 -0.000290107 -0.00433441 0.00165964 0.00677132 0.00531943 -0.000229279 0.000997537 -0.00128493 -0.00231017 -0.00829986 -0.00109374 0.00480259 0.00199379 0.00522089 -0.00172808 0.00260178 -0.0113072 -3.59317e-06 -0.00100301 0.000827785 0.00203787 -0.00258039 -0.000243647 -0.00827434 -0.0143063 internal_weight=323016 294623 994.349 528.659 471.027 28393.1 420.715 465.69 447.474 390.694 27972.4 3677.2 1117.33 1004.5 169.565 834.934 247.675 2559.87 542.021 326.511 439.088 152.07 293629 5945.9 2751.89 2229.02 3194.01 1123.03 207.357 151.182 internal_count=1411067 1273447 4825 2916 2672 137620 1827 1909 2575 2333 135793 15287 4593 4111 691 3420 999 10694 2196 1383 1800 617 1268622 38275 20015 17241 18260 6643 1585 1163 is_linear=0 shrinkage=0.03 Tree=834 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 3 0 3 3 3 3 2 3 3 1 0 1 0 1 1 0 1 1 0 2 2 2 2 1 2 split_gain=2.48071 23.8536 9.02858 15.7887 11.0223 7.31454 10.4313 7.17519 6.81763 24.4772 6.66143 8.7411 10.9377 7.65676 13.944 12.7965 8.81775 7.48068 6.67417 6.60192 6.57004 7.72997 6.35857 6.34006 17.9625 18.026 11.7004 25.7721 14.3057 21.212 threshold=58108.183593750007 55938.710937500007 5.4584999084472665 5.9049999713897714 6.4175000190734872 1.4100000262260439 44.500000000000007 4.4095001220703134 8.545499801635744 10.80550003051758 3.2575000524520878 68532.378906250015 1.7404999732971194 2.9229999780654912 -2.4999999999999996 28.500000000000004 -2.4999999999999996 25.500000000000004 5.5000000000000009 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 9.5000000000000018 4.5000000000000009 15423.644531250002 3325.9851074218755 1921.9818115234377 1707.8798828125002 1.0000000180025095e-35 2510.8642578125005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 23 7 -4 -5 6 -2 -3 -6 -10 11 12 -7 15 -15 16 -14 18 -13 -8 21 -11 -16 24 25 26 27 -1 29 -28 right_child=5 2 3 4 8 10 19 -9 9 20 -12 17 13 14 22 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.0047417573460322628 -0.013030434734588852 0.0032455054602313345 0.022198361015596673 -0.01445433656169761 0.016315469526447718 0.0076146677152264626 -5.4919101487506157e-05 -0.0068682424213684064 -0.023144806355424086 0.011490628661492509 -0.00040249710984930156 0.0058379166802709718 0.021599139367456967 0.017323235881345996 -0.012816972662350027 -0.0034725518172358943 0.0027666395963347637 0.0010931809878727901 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238 727 495 internal_value=-1.35975e-05 1.2212e-05 0.00465394 0.007342 0.00552829 -0.000281403 -0.00421038 0.00160989 0.00658458 0.00517201 -0.000222392 0.00096758 -0.00124642 -0.00224072 -0.00805421 -0.00106075 0.00465758 0.00193386 0.00506219 -0.00167693 0.00716779 0.00208446 -0.0109718 -3.48638e-06 -0.00097332 0.00080312 -0.00504962 0.00205376 -0.0087185 -0.0166632 internal_weight=323013 294620 993.048 527.361 469.984 28393.7 420.143 465.687 446.388 389.803 27973.6 3677.29 1117.29 1004.57 169.495 835.073 247.724 2560 542.235 326.391 364.138 140.523 152.018 293627 5943.75 2751.41 404.059 137.617 266.443 115.534 internal_count=1411067 1273447 4825 2916 2672 137620 1827 1909 2575 2333 135793 15287 4593 4111 691 3420 999 10694 2196 1383 2224 731 617 1268622 38275 20015 2189 857 1332 605 is_linear=0 shrinkage=0.03 Tree=835 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 3 0 1 3 1 0 2 0 2 0 0 0 0 0 0 0 1 1 1 0 0 0 2 2 1 split_gain=3.80945 9.53234 21.2032 22.7873 31.4915 15.8087 15.1412 15.0336 34.7214 13.851 13.7892 12.6684 19.6856 13.6588 27.1851 23.2154 19.9273 28.435 12.4451 17.5482 16.5217 13.6231 13.3355 12.2085 13.4676 11.729 16.5826 18.5418 11.2578 11.248 threshold=2770.7851562500005 3455.044799804688 57.500000000000007 3093.6569824218755 59.500000000000007 1.0619999766349795 35.500000000000007 3.5000000000000004 1.1510000228881838 6.5000000000000009 38.500000000000007 3325.9851074218755 55.500000000000007 2928.0368652343755 55.500000000000007 37.500000000000007 52.500000000000007 37.500000000000007 63.500000000000007 65.500000000000014 59.500000000000007 5.5000000000000009 -5.4999999999999991 1.0000000180025095e-35 56.500000000000007 64.500000000000014 61.500000000000007 2817.958129882813 3325.9851074218755 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 9 -2 29 11 -9 -4 -10 13 -13 14 15 -8 17 -15 20 -20 21 28 -21 24 -16 26 27 -6 -5 -7 right_child=1 -3 3 18 25 6 7 8 10 -11 -12 12 -14 16 23 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00011298274704680241 -0.0073582293403580386 3.4441967081700451e-05 -0.012006124621058179 -0.0015219723805639993 0.017203731495624264 -0.00010092092285835679 -0.010795565875486652 -0.024257192426077014 -0.00056494346199745542 0.0047737165453180233 0.0096803725322031613 -0.00093830594652927896 -0.03190182009381512 0.0092194756803046941 0.0079826567102254994 0.0030416179511194453 0.0075043278048184175 0.000923536186644127 0.013841640815547937 -0.024909818029043938 -0.0040978653226472882 0.018025310818269531 0.0025488794864859748 -0.012074761357317108 -0.010254196794815021 -0.0046619471055845494 0.0080275568215169603 -0.0080164943600020341 0.0074676451988468836 0.027141462958829243 leaf_weight=137007.39185931161 178.68370105326176 172313.38708752522 444.34090961515903 388.87851096689701 31.398889943957329 3427.6604800373316 117.54595093429089 31.971272855997086 147.14848707616329 49.173479273915291 601.61927202343941 726.48566219210625 18.96185714006424 444.57530328631401 77.02697117626667 1523.2037874758244 866.93417839705944 2273.0656149089336 135.2897039949894 16.489236831665039 683.68047815561295 47.92631109058857 459.62822216749191 198.10580576956272 69.17340661585331 358.54951550066471 235.46085260808468 159.55602307617664 185.02922183275223 13.69490636885166 leaf_count=588510 777 764868 1814 1586 128 14783 504 152 592 222 2437 3062 78 1875 328 6406 3638 9612 557 71 2805 200 1940 798 284 1500 963 658 767 58 internal_value=7.08923e-06 9.54274e-05 0.000850831 -0.00129398 -0.00439611 0.0014904 0.00164045 0.00243241 0.00635966 -0.0103342 0.00766695 0.00194688 -0.00172592 0.00243845 0.000442058 0.0020503 0.00354401 0.00228066 0.000774967 0.00430715 -0.00087925 0.00265948 0.00159791 -0.00722182 -0.000645948 -0.000662788 0.00269988 -0.00386951 0.0013763 7.4904e-06 internal_weight=323232 186225 13911.3 3195.4 1278.48 10715.9 10537.2 7095.82 780.739 493.514 748.768 6315.08 745.448 5569.63 1985.06 1640.75 3584.58 2717.64 1916.92 611.407 1305.51 621.834 476.117 344.306 146.2 784.965 426.416 190.955 573.908 3441.36 internal_count=1411973 823463 58595 13211 5285 45384 44607 29766 3181 2036 3029 26585 3140 23445 8320 6910 15125 11487 7926 2568 5358 2553 2011 1410 612 3249 1749 786 2353 14841 is_linear=0 shrinkage=0.03 Tree=836 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 3 0 1 3 1 0 2 0 2 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0 split_gain=3.58438 8.97208 19.9557 21.453 29.6577 14.8824 14.2556 14.1492 32.8207 13.0556 12.9755 11.9258 18.6083 12.8606 25.5937 21.8252 18.7898 26.8007 11.7122 16.7397 34.0121 15.5471 13.3343 16.4771 18.1389 12.7937 12.3999 11.6963 11.5059 12.6699 threshold=2770.7851562500005 3455.044799804688 57.500000000000007 3093.6569824218755 59.500000000000007 1.0619999766349795 35.500000000000007 3.5000000000000004 1.1510000228881838 6.5000000000000009 38.500000000000007 3325.9851074218755 55.500000000000007 2928.0368652343755 55.500000000000007 37.500000000000007 52.500000000000007 37.500000000000007 63.500000000000007 67.500000000000014 68.500000000000014 59.500000000000007 1.0000000180025095e-35 72.500000000000014 77.500000000000014 5.5000000000000009 -4.4999999999999991 73.500000000000014 1.0000000180025095e-35 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 9 -2 -7 11 -9 -4 -10 13 -13 14 15 -8 17 -15 21 26 -21 25 -22 -24 27 -5 -20 -25 29 -16 right_child=1 -3 3 18 -6 6 7 8 10 -11 -12 12 -14 16 28 -17 -18 -19 19 20 22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00010959357003352331 -0.0071421530433164156 3.3408709758547503e-05 -0.011657252776569453 0.001335539194199284 -0.0006431479664164119 7.2729086218701155e-06 -0.010455942352939689 -0.023717987948570739 -0.0005480023040512267 0.0046234219579719881 0.0093905529608882005 -0.00091004729486001215 -0.031075258487452857 0.0089542320631127333 0.0077573628734156986 0.0029514958204395884 0.0072877378462726031 0.00089594325689781851 -0.01787969814822081 -0.034463200394427532 0.0093038535650400468 -0.003975220571190703 -0.023052382767734851 -0.005735417962332544 -0.0053304575653456655 0.017459492326462465 0.011209249167446979 0.029694271333405606 -0.01172492463432654 -0.0099319719763656146 leaf_weight=137007.02251345664 178.56861564517021 172313.08517294796 443.91622741520405 573.70125852525234 784.67862121760845 3441.3040340915322 117.72037063539028 31.720990270376205 147.1467040926218 49.247661143541336 601.5818699747324 726.57148935645819 18.883417278528214 444.02076816558838 76.888246566057205 1522.6312430053949 865.93364603817463 2272.7828178107738 13.898970872163771 24.301311627030373 139.29797630012035 683.63113695383072 30.796335354447365 12.207593023777006 105.88585521280766 47.994032457470894 258.12790271639824 26.788167238235474 197.89933939278126 69.273526579141617 leaf_count=588510 777 764868 1814 2353 3249 14841 504 152 592 222 2437 3062 78 1875 328 6406 3638 9612 61 100 593 2805 133 51 460 200 1060 110 798 284 internal_value=6.87703e-06 9.25673e-05 0.000825544 -0.00125552 -0.00426642 0.0014461 0.00159168 0.00236037 0.00617105 -0.0100315 0.00743734 0.00188925 -0.00167417 0.0023664 0.000428961 0.00198931 0.00343951 0.00221295 0.00075188 0.00417878 -0.000266456 -0.000852992 0.00237192 -0.00312452 0.00111139 0.00258029 0.00972298 0.018603 -0.00701017 -0.000626516 internal_weight=323228 186220 13907.4 3194.47 1277.84 10712.9 10534.4 7093.05 780.45 493.164 748.729 6312.6 745.455 5567.15 1984.41 1640.35 3582.74 2716.8 1916.63 611.304 339.277 1305.33 314.976 175.678 144.882 621.695 272.027 38.9958 344.061 146.162 internal_count=1411973 823463 58595 13211 5285 45384 44607 29766 3181 2036 3029 26585 3140 23445 8320 6910 15125 11487 7926 2568 1447 5358 1347 754 621 2553 1121 161 1410 612 is_linear=0 shrinkage=0.03 Tree=837 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 3 0 1 3 1 0 2 0 2 0 0 0 0 0 0 0 1 1 0 2 2 1 0 0 0 split_gain=3.37258 8.44464 18.7825 20.3456 22.5282 14.0103 13.4222 13.3176 31.026 12.3054 12.2107 11.2268 17.597 12.109 24.0961 20.5195 17.7168 25.2603 11.0118 48.5065 20.6343 19.0878 10.9824 10.9473 20.4034 11.5138 10.8443 11.9201 10.7364 10.4591 threshold=2770.7851562500005 3455.044799804688 57.500000000000007 3152.5231933593755 59.500000000000007 1.0619999766349795 35.500000000000007 3.5000000000000004 1.1510000228881838 5.5000000000000009 38.500000000000007 3325.9851074218755 55.500000000000007 2928.0368652343755 55.500000000000007 37.500000000000007 52.500000000000007 37.500000000000007 18.500000000000004 21.500000000000004 19.500000000000004 2.5000000000000004 2.5000000000000004 58.500000000000007 3038.2934570312505 2871.6833496093755 1.0000000180025095e-35 56.500000000000007 4.5000000000000009 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 9 -2 18 11 -9 23 -10 13 -13 14 15 -8 17 -15 21 20 -20 28 -19 24 25 -4 27 -16 -7 -5 right_child=1 -3 3 29 -6 6 7 8 10 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68.983043149113655 601.51963901519775 726.65446325391531 18.79862967133522 443.46654167771339 76.751508325338364 1522.0697377473116 864.94173370301723 2184.5711323916912 93.230641394853592 1523.5954624190927 184.50250123441219 91.27269184589386 87.936543688178062 215.7844280898571 118.8897680491209 164.49868562817574 197.68537621200085 69.367273241281509 1268.4842832610011 522.02177767455578 leaf_count=588510 777 764868 172 4548 3944 1323 504 152 592 306 2437 3062 78 1875 328 6406 3638 9256 390 6420 771 446 356 890 482 669 798 284 5491 2200 internal_value=6.67067e-06 8.97922e-05 0.000801011 -0.00121836 -0.00366359 0.0014031 0.00154435 0.00229048 0.00598822 -0.00816091 0.00721485 0.00183332 -0.001624 0.00229647 0.000416251 0.00193013 0.00333807 0.00214725 7.05479e-06 -0.00161219 -0.0131426 0.00178561 0.000869172 -0.00968034 -0.00621097 -0.0118971 -0.00680497 -0.000607695 0.00257133 0.0011267 internal_weight=323223 186216 13903.3 3193.28 1563.25 10710 10531.6 7090.26 780.136 610.78 748.665 6310.13 745.453 5564.67 1983.76 1639.95 3580.92 2715.97 3441.3 1801.33 277.733 1639.97 2272.51 541.796 326.012 207.122 343.804 146.119 1548.7 1630.03 internal_count=1411973 823463 58595 13211 6463 45384 44607 29766 3181 2519 3029 26585 3140 23445 8320 6910 15125 11487 14841 7581 1161 7260 9612 2213 1323 841 1410 612 6814 6748 is_linear=0 shrinkage=0.03 Tree=838 num_leaves=31 num_cat=0 split_feature=2 3 0 1 2 0 0 1 2 0 2 0 2 3 2 2 0 2 2 1 2 2 2 0 1 2 2 2 1 2 split_gain=3.22534 8.71882 9.66738 9.26262 8.76135 17.9329 10.3107 8.22219 15.6029 9.06989 8.08665 12.9198 10.8667 12.0042 9.21079 7.16066 6.90446 6.27879 7.33688 5.38163 11.809 6.33232 5.23868 5.69673 7.78374 8.36662 5.4567 5.15505 5.0833 10.0322 threshold=409.80384826660162 2.9229999780654912 12.500000000000002 -1.4999999999999998 342.01971435546881 11.500000000000002 8.5000000000000018 2.5000000000000004 194.10739898681643 76.500000000000014 396.72427368164068 22.500000000000004 263.64595031738287 3.2575000524520878 199.21649169921878 169.44351196289065 69.500000000000014 184.1896667480469 342.01971435546881 3.5000000000000004 325.14366149902349 87.470542907714858 134.73744964599612 71.500000000000014 -3.4999999999999996 358.41200256347662 396.72427368164068 224.80538177490237 1.0000000180025095e-35 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 4 17 5 28 -6 10 15 -10 12 -12 13 14 -5 -9 -1 -4 -19 21 -21 -18 -23 26 25 -25 -24 -7 -3 -30 right_child=-2 2 3 7 6 27 -8 8 9 -11 11 -13 -14 -15 -16 -17 19 18 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00024107312884284933 5.0387679943273408e-05 -0.0060805864870569666 0.013796607130780653 0.0024527595597478979 -0.028827131636635483 -0.011381721503076328 0.0035771528849847275 0.0085983110218777262 0.011510468976178962 -0.0083920351496551172 0.010072081718945971 -0.011396141817159471 0.0028714383433453396 -0.002775577991775155 0.022551373253421842 -0.015808823657026783 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680 115 283 110 2002 60 2642 78 104 52 89 199 internal_value=6.47016e-06 -0.000198026 0.0012319 0.00155318 -0.00629876 -0.0018121 -0.0182427 0.000896317 0.00587335 0.0094104 0.00038828 -0.00652825 0.00078453 -0.00108132 0.00372744 -0.00877294 -0.00029406 0.00523281 0.00396976 -0.0024842 -0.0104876 -0.00200576 -0.00171228 -0.00201143 -0.000180765 -0.0143935 -0.00445346 -0.0283008 0.00388423 0.00909949 internal_weight=323218 57142.4 3596.19 3449.05 147.144 106.964 40.18 2926.61 271.068 218.339 2655.54 143.893 2511.65 1326.06 345.483 52.7285 53546.2 522.435 455.286 1264.87 71.3488 1193.52 1172.37 1146.85 655.478 32.9372 491.376 18.9312 88.0325 57.7881 internal_count=1411973 245117 16522 15687 835 624 211 13110 1269 1003 11841 607 11234 5987 1502 266 228595 2577 2236 5485 398 5087 4996 4886 2780 138 2106 107 517 288 is_linear=0 shrinkage=0.03 Tree=839 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 0 0 0 0 0 1 0 1 0 2 2 1 2 1 1 1 0 1 1 0 0 1 1 2 1 split_gain=3.07055 7.94809 17.7269 33.8606 23.4915 21.4147 28.8836 17.6642 18.1498 16.6404 21.8041 15.948 13.1614 15.6267 22.1088 17.2282 16.2613 12.6866 12.1522 11.9811 11.8903 11.7656 17.9622 10.8856 17.7552 19.6122 11.0071 10.8236 10.2607 10.2443 threshold=2770.7851562500005 3455.044799804688 56.500000000000007 3093.6569824218755 52.500000000000007 61.500000000000007 63.500000000000007 58.500000000000007 63.500000000000007 48.500000000000007 1.0000000180025095e-35 65.500000000000014 1.0000000180025095e-35 54.500000000000007 2928.0368652343755 2871.6833496093755 6.5000000000000009 3383.5720214843755 -5.4999999999999991 -4.4999999999999991 1.0000000180025095e-35 59.500000000000007 2.5000000000000004 3.5000000000000004 38.500000000000007 46.500000000000007 22.500000000000004 19.500000000000004 3038.2934570312505 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 9 -4 28 20 17 23 -11 -10 19 15 16 -14 -15 -9 -13 -6 29 22 -19 -2 26 27 -25 -26 -7 -5 right_child=1 -3 3 7 12 6 -8 8 11 10 -12 18 13 14 -16 -17 -18 21 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00010152568452907898 0.00079128434265938682 2.992280705484578e-05 -0.0067012486025202133 0.0097628406220519968 -0.0071298631631491454 0.013872207191432135 -0.0036941890736519201 -0.0045404331994589216 0.013049703038877954 0.0020114465407888474 -0.016684613408864006 -0.02384867429497289 0.017858951450553433 -0.0090725638393304893 0.006211843699761712 -0.0027571075078465742 0.013579416341029769 0.0061780295761647147 0.0022725903306614263 0.010956699982346801 0.0091945014449352283 -0.00062038264538909834 0.045332546094342258 -0.0019964862089302295 0.012241735086593127 -0.020445329511449412 0.02088536242992917 0.00059222273676259516 -0.0091425138851101723 -0.0046463436040028875 leaf_weight=137003.30745089613 7917.0796373337507 172312.06665978266 1073.9022884368896 66.449726775288582 35.836036399006844 144.49102015793324 429.48921120166779 747.7779506444931 134.81946763396263 114.66351713240147 109.99784430861473 16.609080165624619 109.40298399329185 216.82676899433136 277.48546943068504 54.732112199068069 32.842599153518677 48.32544207572937 459.05852529406548 411.15514776110649 373.18032041192055 165.26418006420135 13.487936735153196 323.24554778635502 337.82053327560425 20.251077383756638 20.096831396222115 91.14512212574482 19.826819613575935 133.86195708811283 leaf_count=588510 33743 764868 4416 300 177 590 1791 3069 557 475 505 71 439 872 1120 221 135 203 1940 1791 1512 677 57 1376 1357 99 85 375 82 560 internal_value=6.27489e-06 8.55883e-05 0.000775691 -0.000962551 0.00143604 -0.00417336 0.000398325 0.00151782 -0.000114337 0.000918914 -0.00714245 0.00394194 0.00549497 0.00290099 0.000384147 0.0109844 -0.00609282 -0.00265451 0.0013605 0.00950667 0.00602969 0.00355593 0.0147217 0.00112685 0.00447894 0.00840451 -0.000657145 0.00976649 0.0110952 0.000133639 internal_weight=323214 186211 13899.1 3826.54 10072.6 1667.71 593.807 2158.83 1585.34 8934.3 224.661 610.487 1138.28 691.29 527.155 164.135 249.669 974.856 475.668 446.991 573.492 227.078 61.8134 8709.64 792.559 449.217 343.342 428.966 164.318 200.312 internal_count=1411973 823463 58595 15825 42770 6879 2463 8946 6574 38015 980 2568 4755 2787 2127 660 1007 4006 2011 1968 2372 937 260 37035 3292 1831 1461 1732 672 860 is_linear=0 shrinkage=0.03 Tree=840 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 1 0 3 2 1 0 0 2 0 2 0 0 2 0 1 2 2 1 1 2 0 0 0 0 split_gain=2.20923 18.3451 23.5482 23.2533 12.3907 11.4651 10.9463 8.12959 7.77728 20.2675 11.3395 16.2987 10.8078 12.7912 11.5187 24.776 29.7295 25.6084 61.7553 28.8754 24.8481 30.9638 28.3547 21.0248 16.7609 15.7826 21.4006 27.6696 26.8875 36.2703 threshold=699.95858764648449 767.85998535156261 2.9229999780654912 1.8174999952316286 38.500000000000007 41.500000000000007 1.5000000000000002 26.500000000000004 4.7190001010894784 679.17321777343761 1.5000000000000002 16.500000000000004 79.500000000000014 550.44073486328136 24.500000000000004 431.66661071777349 31.500000000000004 38.500000000000007 596.91259765625011 47.500000000000007 -1.4999999999999998 455.77806091308599 521.58471679687511 1.0000000180025095e-35 2.5000000000000004 575.09899902343761 60.500000000000007 55.500000000000007 68.500000000000014 76.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 -2 -6 7 -5 12 -10 -11 -12 14 -14 -1 -16 23 18 -18 20 -19 -22 -23 -17 -25 -21 27 -27 -28 -30 right_child=1 -3 -4 6 5 -7 -8 -9 9 10 11 -13 13 -15 15 16 17 19 -20 25 21 22 -24 24 -26 26 28 -29 29 -31 leaf_value=-0.00072353352367443438 -0.012180082058869061 1.192242783092091e-05 -0.00057638764016481887 -0.001139846301271224 0.0050994096255955815 -0.0039682177130506103 -0.0015791347026532106 -0.017851816442865254 0.00047552638447783915 0.0047923130287837101 0.037095153432917985 0.0079445533978787404 0.002185627588335238 -0.0074399322074972605 4.676847961020032e-05 0.0021535892828707568 0.00091363249739909072 -0.0015536408222067422 -0.016081559747259722 -0.00089691507089629488 -0.011098715056322539 0.017833434789760079 0.0060208100517645602 0.010377421729387184 0.00078338422395605371 0.0070413623776004264 0.018434442725994336 -0.0053069097888775452 -0.0096223777882557798 0.0071932957015957109 leaf_weight=12115.701024249196 113.6662585735321 237705.83062124613 2449.0374500788748 29.868334248661995 174.99024131894112 443.70763634890318 60.951890096068382 213.14321877062321 3066.9332392439246 575.03318490087986 24.687605455517769 57.394909158349037 190.27026735246181 358.09999629855156 56361.955845184624 1149.0333149433136 703.97658409178257 384.26312004029751 264.81019185483456 3117.0108763203025 77.327098786830902 232.67106647789478 854.66653968393803 725.06016053259373 211.74445167183876 250.89929597079754 132.93822973966599 467.86324952542782 145.42978839576244 559.85976839065552 leaf_count=51630 476 1046129 10586 132 729 1880 280 883 14333 2475 106 253 858 1564 240645 4766 2943 1603 1131 13196 329 977 3613 2999 1007 1055 552 1951 608 2359 internal_value=2.59806e-05 -1.9759e-05 -0.00218047 -0.00597122 -0.00307613 -0.00140356 -0.0129466 -0.0157978 0.000160472 0.00149996 0.00628125 0.0167121 9.6767e-05 -0.00410011 0.000126366 0.000283239 0.00171982 0.00080524 -0.00373187 0.00151158 0.00506148 0.00724404 0.0085485 0.00487319 0.0082089 0.000335167 0.00280173 -0.000996484 0.00605861 0.00372593 internal_weight=323219 241191 3485.37 1036.33 732.364 618.698 303.963 243.012 82027.6 3724.05 657.116 82.0825 78303.6 548.37 77755.2 65639.5 9277.55 7191.72 968.787 6222.93 1548.93 1164.66 1087.34 2085.84 936.805 4674 1556.99 718.763 838.228 705.29 internal_count=1412048 1061095 14966 4380 3085 2609 1295 1015 350953 17167 2834 359 333786 2422 331364 279734 39089 30317 4074 26243 6522 4919 4590 8772 4006 19721 6525 3006 3519 2967 is_linear=0 shrinkage=0.03 Tree=841 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 1 0 3 3 2 1 0 1 0 2 0 2 0 0 2 0 1 2 2 1 1 1 2 0 split_gain=2.07843 17.2637 22.1733 21.9038 11.6705 10.7902 10.3107 7.66592 7.42702 7.31761 19.0673 10.5723 15.1041 10.3413 10.1777 12.0578 10.8378 23.306 27.9517 24.0999 58.2171 27.1454 23.3587 29.1251 26.6112 19.7098 15.7185 15.0071 14.8484 20.1267 threshold=699.95858764648449 767.85998535156261 2.9229999780654912 1.8174999952316286 38.500000000000007 41.500000000000007 1.5000000000000002 26.500000000000004 3.2575000524520878 4.7190001010894784 679.17321777343761 1.5000000000000002 16.500000000000004 1.0000000180025095e-35 79.500000000000014 550.44073486328136 24.500000000000004 431.66661071777349 31.500000000000004 38.500000000000007 596.91259765625011 47.500000000000007 -1.4999999999999998 455.77806091308599 521.58471679687511 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 575.09899902343761 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 4 -2 -6 7 -5 -4 14 13 -12 -13 -11 16 -16 -1 -18 25 20 -20 22 -21 -24 -25 -19 -27 -26 -23 -30 right_child=1 -3 8 6 5 -7 -8 -9 -10 10 11 12 -14 -15 15 -17 17 18 19 21 -22 28 23 24 27 26 -28 -29 29 -31 leaf_value=-0.00070184552867762217 -0.011824241536872447 1.1564768218390585e-05 0.010637555386241148 -0.001105379822138078 0.0049466155962149478 -0.0038506925607708609 -0.001532600619988002 -0.017333003632622527 -0.00080285486607670697 0.0021663016117588322 0.0046512506672707343 0.035652612522567767 0.0076887613760666506 -0.0013186277890339451 0.0021193481506967204 -0.0072275749054672728 4.5365247361768211e-05 0.0020897335078722485 0.0008862090749755736 -0.0015066204138351391 -0.015624515794462435 -0.00087008555828389724 -0.010786959523164646 0.017272074413331267 0.0042576417715016312 0.010047599482939085 0.0007596561362766171 0.015841298585956783 -0.0009668021408869023 0.0058749607743463642 leaf_weight=12115.39283335954 113.57572412490845 237705.69495889067 52.182795986533165 29.87554857134819 174.98367613554001 443.53499303758144 60.918995693325996 212.94040356576443 2396.8765532821417 1566.3589051440358 574.70345860719681 24.912351742386818 57.523220956325531 1500.460928581655 190.33308717608452 357.5710186958313 56362.153226707131 1148.6261835098267 703.98783321678638 384.36637133359909 264.38612593710423 3116.7359518632293 77.177387088537216 233.02062885463238 738.73257072269917 726.37466283142567 211.80663560330868 116.53704142570496 718.63037563860416 838.48301059007645 leaf_count=51630 476 1046129 225 132 729 1880 280 883 10361 7738 2475 106 253 6595 858 1564 240645 4766 2943 1603 1131 13196 329 977 3041 2999 1007 572 3006 3519 internal_value=2.51986e-05 -1.91666e-05 -0.00211537 -0.00579494 -0.00298498 -0.00136187 -0.0125678 -0.0153364 -0.000559091 0.000155647 0.00145496 0.00609241 0.0161395 0.000461278 9.38548e-05 -0.0039806 0.000122565 0.000274727 0.00166793 0.000780991 -0.00362156 0.00146601 0.00490666 0.00702173 0.00828465 0.0047247 0.00795073 0.005836 0.000325097 0.00271739 internal_weight=323219 241191 3484.89 1035.83 732.094 618.519 303.735 242.816 2449.06 82028.3 3723.96 657.139 82.4356 3066.82 78304.3 547.904 77756.4 65641 9278.86 7192.06 968.374 6223.68 1549.83 1165.47 1088.29 2086.81 938.181 855.27 4673.85 1557.11 internal_count=1412048 1061095 14966 4380 3085 2609 1295 1015 10586 350953 17167 2834 359 14333 333786 2422 331364 279734 39089 30317 4074 26243 6522 4919 4590 8772 4006 3613 19721 6525 is_linear=0 shrinkage=0.03 Tree=842 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 1 0 0 2 0 2 0 0 2 0 1 2 2 1 1 1 2 0 1 0 0 1 0 2 split_gain=1.95541 16.2462 20.8796 20.6356 10.9927 10.1551 9.7142 7.29472 8.0637 21.1601 9.57105 16.187 30.6175 19.7105 54.8854 30.4041 21.9497 27.389 24.9986 18.4807 14.9871 14.7438 14.0412 32.6816 13.9544 13.9057 13.8502 21.5936 16.6398 15.7163 threshold=699.95858764648449 767.85998535156261 2.9229999780654912 1.8174999952316286 38.500000000000007 41.500000000000007 1.5000000000000002 4.5000000000000009 17.500000000000004 679.17321777343761 24.500000000000004 431.66661071777349 31.500000000000004 38.500000000000007 596.91259765625011 47.500000000000007 -1.4999999999999998 455.77806091308599 521.58471679687511 1.0000000180025095e-35 -5.4999999999999991 2.5000000000000004 472.45382690429693 41.500000000000007 2.5000000000000004 55.500000000000007 44.500000000000007 1.0000000180025095e-35 42.500000000000007 667.89181518554699 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 -2 -6 -5 -1 9 -9 -10 -12 19 14 -14 16 -15 -18 22 -13 25 -21 23 -19 26 -17 28 -28 29 -20 right_child=1 -3 -4 6 5 -7 -8 8 10 -11 11 12 13 15 -16 20 17 18 24 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.016866666905630615 -0.011479251784047257 1.1217836391853462e-05 -0.00054231535156912779 -0.014889972064131372 0.004798447888721683 -0.0037366291455262473 -0.0014874155239443104 0.00045728693905953841 -0.00068080738290940965 0.0066248411493129052 3.9638592628594882e-05 0.0020277537485167293 0.00085960959338556009 -0.0014610370030231797 -0.015181375376601289 -0.0039399447809216415 -0.010483940738168817 -0.021120121346532461 -0.0033500255289134525 0.0097293187879239698 -0.00026302055156340339 0.00073665378475160906 0.020804532476888293 0.025328739025969417 0.015268084525023866 0.01696053424263461 -0.0099458117761585061 0.0068207238876883012 0.014268446109194767 0.011173454300899546 leaf_weight=22.663783024996519 113.48082971572876 237705.56323919108 2449.0646665282547 242.59686170518398 174.97538104653358 443.36463982611895 60.887024223804474 2679.7830960080028 12115.091472692788 615.67267581820488 56623.997628994286 1148.2288445681334 703.99849949777126 384.46610347926617 263.94709229469299 42.756953835487366 77.028108909726143 25.789375364780426 162.32094386219978 727.61357752978802 5234.1187167391181 211.86690194904804 178.61620153486729 28.922650307416916 117.2733807861805 86.833884030580521 132.13045226037502 144.99553015828133 185.24294528365135 114.26251903176308 leaf_count=139 476 1046129 10586 1015 729 1880 280 12565 51630 2654 241863 4766 2943 1603 1131 200 329 106 663 2999 22139 1007 751 120 572 395 530 628 754 466 internal_value=2.44402e-05 -1.8592e-05 -0.00205223 -0.00562402 -0.00289655 -0.00132141 -0.0122011 0.00015097 0.000155673 0.00160954 9.48018e-05 0.000235903 0.00135053 0.000494978 -0.00351457 0.00105625 0.00475554 0.00680432 0.00802654 0.0045809 -1.34966e-05 0.00770134 0.0167315 0.00343434 0.00565438 0.0100647 0.00412866 -0.00117337 0.00731023 0.00264993 internal_weight=323218 241190 3484.37 1035.3 731.821 618.34 303.484 82027.6 82005 3295.46 78709.5 66594.4 9970.41 7882.7 967.946 6914.76 1551.05 1166.58 1089.55 2087.71 5363.71 939.48 233.328 54.712 856.226 129.591 738.952 277.126 461.826 276.583 internal_count=1412048 1061095 14966 4380 3085 2609 1295 350953 350814 15219 335595 283965 42102 33330 4074 29256 6522 4919 4590 8772 22734 4006 977 226 3613 595 3041 1158 1883 1129 is_linear=0 shrinkage=0.03 Tree=843 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 1 0 0 0 0 3 2 1 0 0 2 2 2 0 2 0 0 2 0 1 2 2 1 2 split_gain=1.83972 15.2881 19.6584 19.4286 10.3549 9.55733 9.14494 7.26705 7.17911 15.2608 6.88322 7.61319 15.9422 9.83459 13.985 9.56648 11.3676 10.8218 17.6224 9.61151 20.7534 24.6279 21.4106 51.7477 23.8631 20.6248 25.7559 23.4903 17.3314 13.9247 threshold=699.95858764648449 767.85998535156261 2.9229999780654912 1.8174999952316286 38.500000000000007 41.500000000000007 1.5000000000000002 26.500000000000004 23.500000000000004 74.500000000000014 4.5000000000000009 4.7190001010894784 679.17321777343761 1.5000000000000002 16.500000000000004 79.500000000000014 550.44073486328136 286.97653198242193 370.03324890136724 24.500000000000004 431.66661071777349 31.500000000000004 38.500000000000007 596.91259765625011 47.500000000000007 -1.4999999999999998 455.77806091308599 521.58471679687511 1.0000000180025095e-35 575.09899902343761 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 -2 -6 7 -5 -4 -10 -1 15 -13 -14 -15 19 17 -17 -19 -12 -21 28 23 -23 25 -24 -27 -28 -22 -26 right_child=1 -3 8 6 5 -7 -8 -9 9 -11 11 12 13 14 -16 16 -18 18 -20 20 21 22 24 -25 29 26 27 -29 -30 -31 leaf_value=-0.016407582352600064 -0.011144715354258251 1.0881318954837425e-05 -0.0013553790091959139 -0.00062263611672581996 0.0046547609627276285 -0.0036259250717898726 -0.0014435409293581411 -0.016401413983869333 0.019866056934858101 0.0010793759388045092 -0.00066039977585173788 0.00056642361459415046 0.0043256679745711114 0.034051609095733924 0.0072480439258563092 -0.0068383713874538192 -0.007020989510595696 0.034152059144836419 0.0026007597494497286 4.281493968526617e-05 0.0019675957043010141 0.00083380908825554092 -0.0014168452240700229 -0.014751578320474842 -0.00084174734949821932 -0.010189384149260397 0.016209317507342044 0.0054780861031422231 0.0074603785367974261 0.0026324136307237546 leaf_weight=22.599961541593075 113.38212232291698 237705.43555304233 1942.6276447847486 29.975254058837891 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23.500000000000004 74.500000000000014 43.500000000000007 4.5000000000000009 4.7190001010894784 679.17321777343761 1.5000000000000002 16.500000000000004 79.500000000000014 550.44073486328136 286.97653198242193 370.03324890136724 24.500000000000004 431.66661071777349 31.500000000000004 38.500000000000007 596.91259765625011 47.500000000000007 -1.4999999999999998 455.77806091308599 521.58471679687511 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=11 2 3 4 -2 -6 7 -5 -4 -10 -7 -1 16 -14 -15 -16 20 18 -18 -20 -13 -22 29 24 -24 26 -25 -28 -29 -23 right_child=1 -3 8 6 5 10 -8 -9 9 -11 -12 12 13 14 15 -17 17 -19 19 -21 21 22 23 25 -26 -27 27 28 -30 -31 leaf_value=-0.015960202242613786 -0.010820259183252712 1.0554864906316676e-05 -0.0013146269115554836 -0.00060387943785473997 0.0045154125794392855 -0.017469076304344848 -0.0014009402528461887 -0.015929418076751432 0.019308287778065942 0.0010468336642058176 -0.0025627886503905555 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857.74680431187153 942.17040930688381 leaf_count=139 476 1046129 8412 132 729 118 280 883 183 1991 1762 51630 14198 2471 106 253 369 1564 81 408 240645 4766 2943 1603 1131 19721 329 977 3613 4006 internal_value=2.29924e-05 -1.74938e-05 -0.00193146 -0.0052969 -0.0027275 -0.00124405 -0.0114971 -0.0140326 -0.000510225 0.00257552 -0.00351848 0.000142034 0.00014646 0.00143657 0.0055507 0.0148661 8.55212e-05 -0.0037528 0.00199631 0.00757538 0.000112507 0.000251489 0.00152627 0.000718762 -0.00331013 0.00134451 0.00446864 0.00639225 0.0075377 0.00430605 internal_weight=323217 241189 3483.51 1034.3 731.266 617.985 303.039 242.213 2449.2 506.445 443.031 82028.3 82005.8 3698.84 656.096 83.1804 78306.9 546.704 190.211 115.596 77760.2 65645.7 9283.03 7193.4 967.05 6226.35 1552.98 1168.32 1091.59 2089.63 internal_count=1412048 1061095 14966 4380 3085 2609 1295 1015 10586 2174 1880 350953 350814 17028 2830 359 333786 2422 858 489 331364 279734 39089 30317 4074 26243 6522 4919 4590 8772 is_linear=0 shrinkage=0.03 Tree=845 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 2 2 0 0 0 1 1 2 1 0 1 0 1 3 0 0 1 1 1 2 1 0 2 0 split_gain=2.94944 6.20826 13.1771 10.8208 8.00821 7.30838 8.71872 5.12018 9.2923 4.8951 9.13257 6.41578 5.0198 4.00664 4.27138 4.07646 3.60289 5.88424 5.14732 3.78656 3.30374 4.08746 5.55882 4.5762 3.78871 3.11463 3.10593 6.66212 5.96631 9.82097 threshold=145.14741516113284 40.500000000000007 43.500000000000007 134.73744964599612 67.829120635986342 1.0000000180025095e-35 112.33882141113283 149.35324859619143 57.500000000000007 29.500000000000004 41.500000000000007 -1.4999999999999998 -1.4999999999999998 151.73783874511722 1.0000000180025095e-35 39.500000000000007 1.5000000000000002 29.500000000000004 9.5000000000000018 1.3535000085830691 53.500000000000007 50.500000000000007 7.5000000000000009 2.5000000000000004 8.5000000000000018 112.33882141113283 1.0000000180025095e-35 38.500000000000007 67.829120635986342 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 3 4 -3 6 -6 8 9 12 -11 -12 -2 14 15 -9 17 -16 -18 -19 21 24 23 -23 -13 -7 28 -28 -1 -30 right_child=7 2 -4 -5 5 25 -8 13 -10 10 11 20 -14 -15 16 -17 18 19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0073042984239333614 0.003880691280507941 -0.0063492900736505029 0.00077901742755406584 0.022864120010388046 0.0053535906480458332 0.010521091208569266 -0.016400103075991698 0.014038980117306024 0.014631029297843129 0.02045378770260493 -0.00723711551064035 -0.0022670567358428766 -0.014672371156909145 4.4239107646801704e-05 -0.01836393550854255 0.003098451866852286 0.0048033354369757886 -0.0017614011947783589 -0.012959205600564455 0.011748226888723219 -0.0096575728495393604 0.0020449748540422208 0.020243980132343017 -0.0090688078910471544 -0.018848669135849042 0.025318206505500207 -0.0010580608243376346 -0.0083885647005181117 0.00021929120103997681 0.012589232952958222 leaf_weight=78.326712299138308 17.425230234861374 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112.33882141113283 149.35324859619143 57.500000000000007 29.500000000000004 41.500000000000007 -1.4999999999999998 -1.4999999999999998 151.73783874511722 1.0000000180025095e-35 39.500000000000007 1.5000000000000002 29.500000000000004 9.5000000000000018 1.3535000085830691 53.500000000000007 50.500000000000007 7.5000000000000009 2.5000000000000004 8.5000000000000018 -1.4999999999999998 32.500000000000007 67.829120635986342 19.500000000000004 67.829120635986342 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 25 3 4 -3 6 -6 8 9 12 -11 -12 -2 14 15 -9 17 -16 -18 -19 21 24 23 -23 -13 26 -1 -28 29 -27 right_child=7 2 -4 -5 5 -7 -8 13 -10 10 11 20 -14 -15 16 -17 18 19 -20 -21 -22 22 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.0032526671127888498 0.0037660298126304058 -0.0061583999355970002 0.0007556061452977076 0.022209135180827618 0.0052038770500452743 0.011774129975980291 -0.01584498958279381 0.013636841514695568 0.014177480019581867 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121.13073667138815 1274.0564648732543 51.505863711237907 leaf_count=482 71 196 20725 144 529 531 83 134 129 68 799 1609 245 1372636 84 2068 844 1304 132 87 160 1323 102 185 105 184 74 589 5423 338 internal_value=5.48669e-05 0.000658657 0.00115114 0.00665989 0.00493915 0.00691698 0.00207139 4.2061e-05 -0.00194263 -0.00238718 -0.00186248 -0.00221975 -0.00982348 4.89691e-05 0.00182594 0.00364673 -2.99881e-05 -0.00181468 0.00319195 -0.000901769 -0.00106676 -0.000640682 0.00155483 0.000847046 -0.0027372 -0.000932364 0.00215986 0.00625581 -0.00148485 0.00454705 internal_weight=323053 6709.42 5123.49 343.229 309.03 262.285 131.299 316343 1097.28 1067.83 997.454 981.291 70.3801 315246 1070.93 540.582 530.345 341.295 189.049 322.999 790.974 752.399 367.523 353.48 384.876 1585.92 240.405 136.846 1345.52 71.4617 internal_count=1411383 29298 22208 1483 1339 1143 612 1382085 4796 4667 4351 4283 316 1377289 4653 2202 2451 1475 976 1391 3484 3324 1610 1508 1714 7090 1145 663 5945 522 is_linear=0 shrinkage=0.03 Tree=847 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 2 2 0 0 0 1 1 2 1 0 1 0 1 3 0 0 1 1 1 2 1 0 2 0 split_gain=2.61169 5.49598 11.6768 9.62495 7.0928 6.43776 7.69017 4.53589 8.21558 4.37804 8.07843 5.65681 4.49307 3.54764 3.78536 3.62475 3.18679 5.29021 4.59601 3.33713 2.93145 3.62262 4.77365 4.07467 3.47439 2.92924 2.85222 6.25702 5.35191 9.235 threshold=145.14741516113284 40.500000000000007 43.500000000000007 134.73744964599612 67.829120635986342 1.0000000180025095e-35 112.33882141113283 149.35324859619143 57.500000000000007 29.500000000000004 41.500000000000007 -1.4999999999999998 -1.4999999999999998 151.73783874511722 1.0000000180025095e-35 39.500000000000007 1.5000000000000002 29.500000000000004 9.5000000000000018 1.3535000085830691 53.500000000000007 50.500000000000007 7.5000000000000009 2.5000000000000004 8.5000000000000018 112.33882141113283 1.0000000180025095e-35 38.500000000000007 67.829120635986342 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 3 4 -3 6 -6 8 9 12 -11 -12 -2 14 15 -9 17 -16 -18 -19 21 24 23 -23 -13 -7 28 -28 -1 -30 right_child=7 2 -4 -5 5 25 -8 13 -10 10 11 20 -14 -15 16 -17 18 19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0068769319610703069 0.0036547331867886894 -0.0059733619649253167 0.00073289939966708335 0.021576851399231742 0.0050581138185689621 0.0098377109142370363 -0.015312591560947129 0.013246892356980332 0.013739525272634065 0.019225551112222031 -0.0067936532993171476 -0.0021349204639888198 -0.013922053661151417 4.1624657097603583e-05 -0.017508414227459902 0.0029165960570047833 0.0045022594815051385 -0.0016588501461499193 -0.012418584618173842 0.010990366913260188 -0.009105317215583204 0.0019229506612368661 0.018547949927525495 -0.008600265992969475 -0.018219139086477838 0.02418002930182481 -0.00098646650776799028 -0.0080960060865014061 0.00020668431299240597 0.01223271666083863 leaf_weight=78.682702861726284 17.409313976764679 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0.0114131 -0.00090462 -0.00205495 0.000502884 0.00141827 internal_weight=323052 6709.07 5123.62 343.112 308.967 262.22 131.145 316342 1097.07 1067.59 997.441 981.271 70.1536 315245 1070.75 540.428 530.322 341.095 189.227 322.917 790.743 752.206 367.653 353.43 384.553 131.074 1585.45 872.428 713.022 634.339 internal_count=1411383 29298 22208 1483 1339 1143 612 1382085 4796 4667 4351 4283 316 1377289 4653 2202 2451 1475 976 1391 3484 3324 1610 1508 1714 531 7090 3810 3280 2889 is_linear=0 shrinkage=0.03 Tree=848 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 2 2 0 0 0 1 1 2 1 0 1 0 1 3 1 1 0 0 1 1 1 1 2 1 split_gain=2.45762 5.17118 10.9933 9.08101 6.67561 6.04419 7.22401 4.26929 7.7259 4.14003 7.59966 5.31242 4.25059 3.33829 3.56346 3.41841 2.99724 5.01588 4.3428 3.13341 2.76739 5.48511 2.76141 3.41038 4.42859 3.84464 3.32594 2.7664 2.75628 2.75569 threshold=145.14741516113284 40.500000000000007 43.500000000000007 134.73744964599612 67.829120635986342 1.0000000180025095e-35 112.33882141113283 149.35324859619143 57.500000000000007 29.500000000000004 41.500000000000007 -1.4999999999999998 -1.4999999999999998 151.73783874511722 1.0000000180025095e-35 39.500000000000007 1.5000000000000002 29.500000000000004 9.5000000000000018 1.3535000085830691 -10.499999999999998 -6.4999999999999991 53.500000000000007 50.500000000000007 7.5000000000000009 2.5000000000000004 8.5000000000000018 1.0000000180025095e-35 112.33882141113283 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 29 3 4 -3 6 -6 8 9 12 -11 -12 -2 14 15 -9 17 -16 -18 -19 -4 -22 23 26 25 -25 -13 -24 -7 -1 right_child=7 2 20 -5 5 28 -8 13 -10 10 11 22 -14 -15 16 -17 18 19 -20 -21 21 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.002082993358772274 0.0035466988385264172 -0.0057939851017014569 0.0081028399221577136 0.020966020390518529 0.004916205663566809 0.0095372296710375549 -0.014801620580156043 0.012868658389863535 0.013316474271975938 0.018644479757156069 -0.0065827936861919834 -0.0020717363933195733 -0.013560810097393339 4.0375953913818194e-05 -0.017095287051890506 0.0028297005862281113 0.0043593251481337005 -0.0016098058912391465 -0.012153984949019637 0.010632370301682641 -0.0074961329416771399 0.00076851675280192075 -0.0020584555488344508 0.0018647289328915686 0.017771716497812548 -0.0083742490719708532 -0.017908441933515908 -0.018376226231558653 0.023447379031630803 -0.0014062493621013544 leaf_weight=240.07284325733781 17.401536911725998 46.748494818806648 45.151527747511864 34.086845338344574 111.31414450705051 116.74102275073528 19.678891345858574 32.480030238628387 29.498181492090225 16.17324423789978 190.72968378663063 371.90779861807823 52.528160557150841 314174.32340865489 18.06012450158596 507.79313454031944 173.7759325504303 302.77227391302586 15.621715240180491 20.06357204914093 73.411474898457527 4662.1847353428602 22.494985520839691 316.53253071010113 14.396265000104902 36.847547635436058 12.330839946866034 16.002164751291275 14.402057126164435 1344.8708319887519 leaf_count=1145 71 196 251 144 529 473 83 134 129 68 799 1609 245 1372636 84 2068 844 1304 132 87 346 20128 90 1323 102 185 105 70 58 5945 internal_value=5.16238e-05 0.000619827 0.00108307 0.00627121 0.00464957 0.00651204 0.00195403 3.95739e-05 -0.00182884 -0.00224741 -0.00175269 -0.00208888 -0.00930372 4.60747e-05 0.00171847 0.00343322 -2.85588e-05 -0.00170968 0.00299729 -0.00084898 0.000710876 0.000640398 -0.00100462 -0.000603443 0.00146155 0.000797093 -0.00257996 -0.00884129 0.0110648 -0.000877731 internal_weight=323050 6708.66 5123.72 342.971 308.885 262.136 130.993 316342 1096.84 1067.34 997.415 981.242 69.9297 315245 1070.57 540.273 530.294 340.896 189.398 322.836 4780.75 4735.6 790.512 752.015 367.776 353.38 384.239 38.4972 131.143 1584.94 internal_count=1411383 29298 22208 1483 1339 1143 612 1382085 4796 4667 4351 4283 316 1377289 4653 2202 2451 1475 976 1391 20725 20474 3484 3324 1610 1508 1714 160 531 7090 is_linear=0 shrinkage=0.03 Tree=849 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 2 2 0 0 0 1 1 2 1 0 1 0 1 3 2 0 0 2 1 0 2 0 3 0 split_gain=2.31254 4.86562 10.3505 8.56972 6.28319 5.67569 6.78706 4.01863 7.26605 3.91461 7.15031 4.98922 4.02103 3.14132 3.35456 3.22403 2.81903 4.75561 4.10344 2.94245 2.63436 7.21487 12.38 24.6159 11.2136 8.5532 7.4725 20.2818 26.2995 12.1648 threshold=145.14741516113284 40.500000000000007 43.500000000000007 134.73744964599612 67.829120635986342 1.0000000180025095e-35 112.33882141113283 149.35324859619143 57.500000000000007 29.500000000000004 41.500000000000007 -1.4999999999999998 -1.4999999999999998 151.73783874511722 1.0000000180025095e-35 39.500000000000007 1.5000000000000002 29.500000000000004 9.5000000000000018 1.3535000085830691 409.80384826660162 74.500000000000014 75.500000000000014 191.53874969482425 1.0000000180025095e-35 69.500000000000014 396.72427368164068 28.500000000000004 1.5979999899864199 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 6 -6 8 9 12 -11 -12 -2 14 15 -9 17 -16 -18 -19 21 25 23 24 -23 26 -15 29 -29 -28 right_child=7 2 -4 -5 5 -7 -8 13 -10 10 11 -13 -14 20 16 -17 18 19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00085154756815490791 0.0034418354041542945 -0.0056200843997607748 0.00068951489222115624 0.020375499475384095 0.0047780605422561503 0.010728115467731237 -0.014310894102816066 0.012501699716014524 0.012907681312105797 0.018083899436823966 -0.0063788231771730953 -0.00097499048135131266 -0.013208486486038921 -8.5204681173400393e-05 -0.016691469677475174 0.00274538859739786 0.004221203469155374 -0.0015621909499492395 -0.011893191919332274 0.010287458586923894 7.6169841436163769e-05 0.016487482001581441 0.0012910211066737463 0.02522593732310573 -0.021499364477107007 -0.0027998019200113004 0.0068405073676381335 -0.0091538092526736586 0.0060021143874975143 -0.0083998702844055168 leaf_weight=1584.6626072749496 17.393884584307671 46.749160632491112 4781.0526623502374 34.023466497659683 111.09984001517296 131.200633212924 19.742092132568359 32.431155189871788 29.519102394580841 16.174335107207298 190.9206672757864 790.23585268110037 52.314698949456215 45569.3435302414 17.943920865654945 507.68772995471954 174.0735546797514 302.64229908585548 15.48739944398403 20.113386735320091 265920.63208674453 10.802086785435678 462.46106146275997 57.085763216018677 19.83879217505455 1115.8434284627438 52.460439920425415 145.00178547948599 356.11664390563965 464.45850178599358 leaf_count=7090 71 196 20725 144 529 531 83 134 129 68 799 3484 245 194713 84 2068 844 1304 132 87 1166317 47 2074 244 93 4821 232 646 1486 1963 internal_value=5.00748e-05 0.000601257 0.00105057 0.00608596 0.00451151 0.00631901 0.00189782 3.8386e-05 -0.00177458 -0.00218076 -0.00170037 -0.00202651 -0.00905385 4.46923e-05 0.00166714 0.0033312 -2.78628e-05 -0.00165947 0.00290463 -0.000823748 3.91647e-05 -0.000164768 0.00325101 0.0135833 -0.00810754 -0.000204164 -0.000141994 -0.00268399 0.00161665 -0.00685317 internal_weight=323050 6708.53 5123.87 342.815 308.792 262.043 130.842 316341 1096.56 1067.04 997.331 981.157 69.7086 315244 1070.38 540.119 530.261 340.7 189.561 322.756 314174 48253.4 550.188 87.7266 30.6409 47703.2 46587.4 1018.04 501.118 516.919 internal_count=1411383 29298 22208 1483 1339 1143 612 1382085 4796 4667 4351 4283 316 1377289 4653 2202 2451 1475 976 1391 1372636 206319 2458 384 140 203861 199040 4327 2132 2195 is_linear=0 shrinkage=0.03 Tree=850 num_leaves=31 num_cat=0 split_feature=1 2 2 2 0 2 0 2 2 2 1 3 0 0 1 0 1 2 1 0 2 2 1 1 2 0 3 2 2 1 split_gain=1.89461 10.5908 6.00931 4.4342 13.3071 13.3601 10.999 10.6719 10.3093 9.3301 8.3636 6.37112 4.98651 8.15368 5.29828 4.96766 5.06031 4.78488 4.25439 4.41606 6.67992 4.34379 4.16293 4.00303 3.86998 3.75945 3.47121 6.81637 4.40083 4.27792 threshold=-24.499999999999996 42366.021484375007 191.53874969482425 4417.2790527343759 22.500000000000004 16543.466796875004 13.500000000000002 8226.4770507812518 23484.753906250004 18421.471679687504 -36.499999999999993 5.9049999713897714 47.500000000000007 36.500000000000007 -26.499999999999996 9.5000000000000018 -33.499999999999993 10857.155761718752 -38.499999999999993 15.500000000000002 10857.155761718752 9188.5839843750018 -67.499999999999986 -42.499999999999993 13836.183105468752 18.500000000000004 1.247500002384186 2385.3286132812505 3093.6569824218755 -35.499999999999993 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 15 5 7 9 11 -8 10 -7 -5 13 14 17 16 -4 -6 23 24 21 -21 -11 -9 -20 -10 27 29 -29 -17 right_child=-2 -3 3 4 12 6 8 18 25 22 -12 -13 -14 -15 -16 26 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.020710902520758231 1.4713998397391144e-07 0.0066011185036275637 0.021467573723242303 -0.0027938179525903196 0.0068275902847070363 -0.039754853782240959 -0.041318798967144223 0.0079572234133610774 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15.430494137108324 182.11994557082653 17.963596507906914 9.9186795502901095 22.214154407382011 leaf_count=69 1404832 1773 114 105 417 81 71 225 78 64 50 71 211 54 109 98 79 64 162 71 60 63 586 78 102 68 1021 101 49 121 internal_value=-3.4992e-06 -0.00145146 -0.00291053 -0.0032439 -0.00124866 -0.00495358 -0.0111567 0.00206381 -0.0226518 -0.00528331 -0.0237593 -0.0142026 0.00674897 0.00409864 0.00662291 -0.00619722 0.00824267 0.0103427 0.00661963 0.00256518 -0.00550566 0.00365005 -0.000599732 0.0159469 0.00954304 -0.012627 -0.00733109 -0.00170778 0.00985498 -0.00917358 internal_weight=322962 811.26 686.814 677.256 404.189 276.227 146.62 129.607 49.5816 97.0381 19.6241 28.3575 127.963 106.61 97.5776 273.066 19.8809 76.0453 101.25 70.5726 32.7235 22.4706 77.414 30.6769 37.8492 32.2579 253.185 71.0653 27.8823 43.183 internal_count=1411047 6215 4442 4373 2790 1935 998 937 217 781 131 176 855 644 590 1583 193 481 761 458 194 134 650 303 264 146 1390 369 150 219 is_linear=0 shrinkage=0.03 Tree=851 num_leaves=31 num_cat=0 split_feature=1 2 2 2 0 2 0 2 2 2 1 2 3 0 0 1 0 1 2 1 0 2 2 1 1 2 0 1 3 2 split_gain=1.77961 9.98265 5.71202 4.151 12.539 12.5218 10.3249 10.0142 9.66188 8.63424 7.60057 6.12534 6.09945 4.80062 7.62111 5.01072 4.66666 4.83554 4.55762 4.074 4.17338 6.20171 4.11879 3.90378 3.84585 3.69965 3.50944 3.24017 5.52103 4.73114 threshold=-24.499999999999996 42366.021484375007 191.53874969482425 4417.2790527343759 22.500000000000004 16543.466796875004 13.500000000000002 8226.4770507812518 23484.753906250004 18421.471679687504 -36.499999999999993 6113.6403808593759 4.7190001010894784 47.500000000000007 36.500000000000007 -26.499999999999996 9.5000000000000018 -33.499999999999993 10857.155761718752 -38.499999999999993 15.500000000000002 10857.155761718752 9188.5839843750018 -42.499999999999993 -67.499999999999986 13836.183105468752 18.500000000000004 -40.499999999999993 1.247500002384186 2385.3286132812505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 16 5 7 9 11 -8 10 -7 -5 -13 14 15 18 17 -4 -6 23 25 22 -22 -9 -11 -21 -10 -18 29 -29 right_child=-2 -3 3 4 13 6 8 19 26 24 -12 12 -14 -15 -16 -17 27 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.020367667459798816 1.4271152789054563e-07 0.0064293128131371925 0.021159189227796582 0.0070822346643767973 0.0066513157551006449 -0.03773416461680601 -0.039952296970637784 0.007767764756918206 -0.021659300183374766 -0.023089761596615483 0.0002140603681925154 -0.0078241799359320824 -0.041332736731332073 0.019664491667212961 -0.022204828233445335 -0.0063023428198148044 -0.01561103438472428 -0.0087534627780449306 0.025877975313957143 0.016816940769378827 -0.0082599746652937765 -0.024498411624799831 0.01754888964213841 0.030346684690129959 0.0014043732626444034 -0.0024845639170798005 -0.0018734972865558444 -0.0052444086670858951 -0.0085952418120608907 0.012060411515067895 leaf_weight=9.4294856637716276 322150.36197015014 123.94647881551646 11.097505628771616 8.8460004106163996 62.160639539361 12.026127682067456 17.377855122089386 19.750116446986798 16.905353292822838 6.2779597863554946 7.8512505092658094 10.824483975768091 8.916077144443987 21.050552561879158 9.140947259962557 21.588039427995682 34.664145786315203 8.6587967433733848 13.507337115705011 22.997590474784374 12.161829456686975 10.379012197256086 10.259953573346136 10.585243389010428 71.181069750338793 14.619023934006689 15.434139743447302 33.070377200841904 161.31036923825741 24.944449558854103 leaf_count=69 1404832 1773 114 61 417 81 71 225 78 64 50 63 52 211 54 109 213 79 64 162 71 60 63 78 586 102 68 168 874 135 internal_value=-3.39058e-06 -0.00140697 -0.00282074 -0.00314344 -0.0012102 -0.00479984 -0.0107883 0.00200886 -0.021911 -0.0051071 -0.0227452 -0.0136627 -0.0229587 0.00657457 0.00398474 0.00644626 -0.00599542 0.00804907 0.0100834 0.00645534 0.00249586 -0.00532533 0.00354987 0.0156465 -0.000580846 0.00931576 -0.0122165 -0.00708785 -0.00574077 0.00219609 internal_weight=322961 810.962 687.016 677.586 403.841 276.393 147.054 129.339 49.7173 97.3364 19.8774 28.5866 19.7406 127.448 106.397 97.256 273.746 19.7563 75.668 100.753 70.4174 32.8008 22.4218 30.3354 77.459 37.6166 32.3395 253.989 219.325 58.0148 internal_count=1411047 6215 4442 4373 2790 1935 998 937 217 781 131 176 115 855 644 590 1583 193 481 761 458 194 134 303 650 264 146 1390 1177 303 is_linear=0 shrinkage=0.03 Tree=852 num_leaves=31 num_cat=0 split_feature=1 2 2 2 0 2 0 2 2 2 3 1 2 0 2 2 2 0 0 1 2 0 1 1 0 2 0 0 3 2 split_gain=1.67162 9.40905 5.43362 3.70482 11.8164 11.7534 13.1013 11.0198 9.65126 5.67213 5.52351 5.31632 5.25537 6.10802 15.4264 5.63991 4.67336 4.61998 7.12681 4.73855 4.34229 4.30492 4.62057 3.65265 4.97265 3.64708 3.27807 3.09356 5.42482 3.0515 threshold=-24.499999999999996 42366.021484375007 186.24382019042972 4417.2790527343759 22.500000000000004 14763.748535156252 13.500000000000002 8226.4770507812518 23484.753906250004 6113.6403808593759 4.7190001010894784 -28.499999999999996 19525.543945312504 10.500000000000002 17918.074218750004 17012.167968750004 29455.711914062504 47.500000000000007 36.500000000000007 -26.499999999999996 10857.155761718752 9.5000000000000018 -33.499999999999993 -30.499999999999996 15.500000000000002 25918.428710937504 18.500000000000004 13.500000000000002 7.7119998931884775 24241.001953125004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 21 5 7 11 9 -8 -5 -11 12 13 14 -7 -15 25 18 19 20 -6 22 -4 -9 -25 -14 -10 28 -3 -13 right_child=-2 27 3 4 17 6 8 23 26 10 -12 29 16 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.023343824774585201 1.3845203032172019e-07 -0.024436389860524644 0.020852498070745688 0.0068996969411896899 0.0064789615658872052 -0.0013544455373878681 -0.038073190508537906 0.013334630681549787 -0.02091877508012803 -0.0075575231692086315 -0.03922874204315227 0.017653311256687412 -7.2867164752497552e-05 -0.020385602618481522 -0.060491592802705045 0.011403974348698257 -0.011495692204982935 0.019349255577319664 -0.021294388509016795 -0.0060978529160051432 0.025318242662851907 -0.0067148490506672475 -0.0084415916424498191 0.012845110470801743 -0.010865652336606982 0.023831621535654775 -0.0018168722154383312 0.013043892845727134 0.0050893802063661847 -0.0028791417368743554 leaf_weight=7.1166610643267623 322150.36094384536 6.0409708544611922 10.92552378511755 8.8082109689712542 61.903775781393051 8.1515427757985872 20.623134039342403 51.307298905216157 16.977559953927994 10.869519069790842 9.109394842758773 13.74881746247411 19.161537706851963 10.569019474089147 7.7390192449092856 9.571544982492922 21.924169063568115 20.756194461137056 9.2441985532641393 21.641794875264168 13.393515247851608 257.01972368359566 8.7085580622078833 15.177784770727159 16.74064727127552 8.2033787034451944 15.437651753425596 40.613300524652004 76.805983183323406 12.380467131733893 leaf_count=54 1404832 35 114 61 417 60 90 432 78 63 52 91 162 82 46 74 201 211 54 109 64 1405 79 104 94 75 68 219 1519 102 internal_value=-3.28534e-06 -0.00136386 -0.00273376 -0.00300665 -0.00117307 -0.00465183 -0.00975597 0.00284345 -0.0220291 -0.013156 -0.021998 -0.00391524 -0.00754122 -0.0162495 -0.0301554 -0.00527801 -0.00117531 0.0064044 0.003874 0.00627408 0.00983 -0.00568052 0.00785931 0.00837753 0.000409239 0.00709315 -0.0118215 0.00626137 0.00293644 0.00792471 internal_weight=322961 810.671 687.211 680.094 403.44 276.501 164.488 112.013 53.0383 28.7871 19.9789 111.449 85.3202 36.0311 15.8906 20.1406 49.2891 126.939 106.183 96.9391 75.2973 276.654 19.6341 83.2257 31.9184 27.3649 32.4152 123.46 82.847 26.1293 internal_count=1411047 6215 4442 4388 2790 1935 1129 806 236 176 115 893 700 262 106 156 438 855 644 590 481 1598 193 630 198 237 146 1773 1554 193 is_linear=0 shrinkage=0.03 Tree=853 num_leaves=31 num_cat=0 split_feature=1 2 2 2 0 2 0 2 2 2 2 3 0 0 1 1 2 0 1 1 1 0 2 2 1 2 0 1 3 2 split_gain=1.57005 8.86716 5.20423 3.64323 11.1357 11.1647 9.05495 8.87576 8.54238 7.94524 5.25791 5.01639 4.44454 6.66755 4.48095 4.31449 4.13806 4.12108 4.41495 3.84555 3.8162 3.79969 5.69361 3.92299 3.53839 3.42278 3.06369 2.98799 5.14978 4.45765 threshold=-24.499999999999996 42366.021484375007 191.53874969482425 4417.2790527343759 22.500000000000004 16543.466796875004 13.500000000000002 8226.4770507812518 23484.753906250004 18421.471679687504 6113.6403808593759 4.7190001010894784 47.500000000000007 36.500000000000007 -26.499999999999996 -38.499999999999993 10857.155761718752 9.5000000000000018 -33.499999999999993 -38.499999999999993 -42.499999999999993 15.500000000000002 10857.155761718752 9188.5839843750018 -67.499999999999986 13836.183105468752 18.500000000000004 -40.499999999999993 1.247500002384186 2385.3286132812505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 17 5 7 9 10 -8 15 -5 -12 13 14 16 -7 -6 18 -4 20 -9 25 23 -23 -11 -21 -10 -19 29 -29 right_child=-2 -3 3 4 12 6 8 19 26 24 11 -13 -14 -15 -16 -17 -18 27 -20 21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.019759508737391056 1.3430059733277688e-07 0.006095034466108153 0.020547467576327121 0.0067212079090142214 0.0063104673498446126 -0.036357872753374168 -0.037469549808151016 0.0074051824090611597 -0.020210389723965567 -0.02183537791436552 -0.0073011531835205637 -0.03729459344609104 0.019036210397316122 -0.020434100688392548 -0.0059005666568376644 -0.0085320901323730439 0.024772795930249607 -0.01476307945143018 -0.0081426882034869152 0.016243671153943241 0.029966502087484886 -0.0079985005427828573 -0.023325794465169393 0.017237064071231666 0.0014448334131167517 -0.0023806876119333944 -0.0017619740087584281 -0.004861739212566483 -0.0080780100493077454 0.01193069490648372 leaf_weight=9.2021458446979505 322150.36037693534 123.0394367222907 10.757643158314751 8.7714249268174189 61.653801955282688 9.4726491523906606 17.441453382372856 19.515793714206669 17.044408455491066 6.404229298233985 10.912976510822775 9.2914889147505146 20.468983665108681 9.3428402468562108 21.693625241518021 10.65738842403516 13.279502034187315 35.07323220744729 8.7566394240129721 22.552147246897221 10.313309296965597 12.207574322819712 10.490187168121336 10.156956255435942 71.224871369078755 14.650101065635679 15.441035278141497 33.227105125784874 162.4351564347744 24.880794659256935 leaf_count=69 1404832 1773 114 61 417 65 71 225 78 64 63 52 211 54 109 66 64 213 79 162 78 71 60 63 586 102 68 168 874 135 internal_value=-3.18322e-06 -0.00132203 -0.00264978 -0.00295388 -0.00113696 -0.00450898 -0.0101396 0.0019441 -0.0205341 -0.00483091 -0.0126742 -0.0210943 0.00623835 0.00376633 0.00610627 -0.0216261 0.00958232 -0.00561515 0.00767334 0.00618471 0.0152057 0.00234372 -0.00509084 0.00346235 -0.000475733 0.00890947 -0.0114415 -0.00662962 -0.00533614 0.00232849 internal_weight=322961 810.359 687.319 678.117 402.987 276.548 147.686 128.862 49.9269 97.7591 28.9759 20.2045 126.439 105.97 96.6269 20.13 74.9333 275.131 19.5143 99.8861 29.8291 70.057 32.8547 22.3645 77.6291 37.2022 32.4854 255.616 220.543 58.1079 internal_count=1411047 6215 4442 4373 2790 1935 998 937 217 781 176 115 855 644 590 131 481 1583 193 761 303 458 194 134 650 264 146 1390 1177 303 is_linear=0 shrinkage=0.03 Tree=854 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 2 2 2 0 2 2 1 2 2 2 2 1 1 2 2 1 2 2 2 1 1 1 2 2 2 split_gain=1.4992 8.91006 7.93152 10.4354 8.14146 8.17549 7.28132 7.23425 6.83914 6.26868 19.3547 5.82681 5.4554 5.2827 4.36314 4.0548 4.56187 3.86895 3.82021 3.12247 4.91908 4.59015 4.42256 3.77446 3.08874 2.29729 1.62812 7.77191 4.95453 3.40701 threshold=1.5000000000000002 -4.4999999999999991 13836.183105468752 20123.864257812504 11087.062988281252 4417.2790527343759 16543.466796875004 15804.419433593752 1.0000000180025095e-35 28492.581054687504 29455.711914062504 -1.4999999999999998 23484.753906250004 22009.412109375004 11333.392578125002 13264.737792968752 1.0000000180025095e-35 1.0000000180025095e-35 16176.651367187502 99995.847656250015 1.0000000180025095e-35 42366.021484375007 32790.857421875007 31791.298828125004 -1.4999999999999998 -1.4999999999999998 -24.499999999999996 42366.021484375007 191.53874969482425 4417.2790527343759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 6 5 8 7 -4 -3 12 -11 -6 13 -5 -13 -16 -17 24 -9 21 -21 22 23 -12 -10 -23 27 28 -2 -30 right_child=26 2 3 9 11 -7 -8 18 17 10 19 14 -14 -15 15 16 -18 -19 -20 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.025874862331846975 0.019425752932563631 0.030042201402376296 0.015886029225837942 -0.004247020107639294 -0.039491792303200803 0.027411043427528058 0.028231753058647866 -0.019760661655017379 0.0069730233599331719 0.048206036800600198 0.014032133563671273 -0.029531849251098558 -0.017041069489080751 0.040563132750764105 0.019822830171479917 0.0029858717390947903 -0.014203127365070092 0.0039652515968035609 0.0092100062221990367 0.0072251757198842047 -0.0021601467953970932 -0.02240291051773545 0.024961023200986723 -0.011352532682313565 -0.019839275266786138 -0.0034150622937400366 -2.6136170600006746e-06 0.0056541994613230756 -0.0054502825056871197 -0.0011206977039201478 leaf_weight=13.152610625256782 9.0812870562076551 5.3340619461378074 30.282042209059 10.352214984595774 6.146618600934743 10.360990928485988 21.111362583003938 10.508182704448702 4.8942456953227547 8.0528822485357505 10.069544816389683 8.405945956706999 29.722843401134014 3.0699822148308149 4.8462133295834056 20.534397587180138 42.982339452952147 19.235885962843895 6.7137857675552359 130.73951084027067 81.649489760398865 6.0004007071256629 9.9956447258591634 11.064269907772541 18.420455262064934 129.47657152637839 321499.01122398861 121.17482451535761 275.66043702885509 402.30604914948344 leaf_count=1899 69 3804 480 146 72 322 299 172 110 45 75 108 443 81 94 230 914 77 89 10127 408 103 91 128 282 1602 1383288 1160 1562 2767 internal_value=-3.08467e-06 0.00143278 0.000930452 0.00270714 -0.00534766 0.00324843 0.0135721 0.00705723 -0.00197973 0.00097418 0.00218327 -0.0113862 -0.00987244 0.00600215 -0.00913584 -0.00662793 -0.00864608 -0.00599394 -0.00846678 0.00120538 0.00361714 -0.00186911 0.00851898 0.000742398 -0.0142108 -0.00425605 -5.99431e-06 -0.00135078 -0.00258625 -0.0028811 internal_weight=322960 653.122 639.97 498.809 141.161 58.2456 68.6154 47.504 47.8846 430.193 387.048 82.9155 43.145 13.4222 76.7689 68.363 63.5167 42.5506 17.222 378.995 212.389 166.606 31.1295 21.1338 23.3147 135.477 322307 808.223 687.048 677.966 internal_count=1411047 22201 20302 14289 6013 4595 1040 741 4273 13249 12579 1418 670 227 1346 1238 1144 469 261 12534 10535 1999 294 203 392 1705 1388846 5558 4398 4329 is_linear=0 shrinkage=0.03 Tree=855 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 2 0 2 1 2 0 3 0 2 0 0 2 2 0 1 1 2 1 2 0 0 2 2 2 0 split_gain=2.14506 5.16 9.67895 14.1079 19.0792 18.8876 8.3518 30.407 25.6253 19.7752 20.0665 20.3664 20.2528 28.7359 18.0422 16.9004 20.2355 43.8301 45.2225 30.981 27.8115 18.1586 17.6474 16.3898 41.1149 34.6755 20.7221 20.454 19.5896 21.8587 threshold=17918.074218750004 2643.0056152343755 10.500000000000002 4.5000000000000009 2680.677124023438 17466.614257812504 35.500000000000007 14106.575683593752 -3.4999999999999996 3455.044799804688 57.500000000000007 1.0619999766349795 61.500000000000007 3211.014770507813 59.500000000000007 25.500000000000004 8430.8989257812518 12411.391601562502 32.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 4805.4782714843759 2.5000000000000004 7188.3642578125009 14.500000000000002 12.500000000000002 13264.737792968752 10857.155761718752 13836.183105468752 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 -6 7 8 -4 10 11 -8 13 -12 -15 23 21 19 20 -18 -19 -17 -20 25 27 -10 -26 -25 29 -28 right_child=-2 2 6 -5 5 -7 9 -9 15 -11 12 -13 -14 14 -16 16 17 18 22 -21 -22 -23 -24 24 26 -27 28 -29 -30 -31 leaf_value=-9.8654441405196365e-05 -0.00016124777630870511 -0.033202216741028863 0.0026252491072053684 -0.0015183834496786269 0.0014677361839718799 -0.02330857479128106 -0.0078267508514640125 0.0026314983467584188 0.0039165250948215999 -0.00024617975679060887 -0.0057956755585950185 0.0019951638480730899 0.0016733582330824622 0.006046588754443004 -0.0031174976525898341 0.00031530594814979369 -0.00093623613768811483 0.0048554482838671304 0.015924224293324549 -0.010274558372833012 -0.010337411631261272 0.0024971739050287057 -0.0017366061758079929 0.0012665395387153001 0.00083185520795003127 -0.0019436988424903015 0.016451334622691192 -0.0042582440906630175 -0.0044193694514394919 -0.0021020648413335634 leaf_weight=133750.40357907675 66101.611244496889 14.571673095226286 3817.7242411747575 6548.3443254604936 2728.4210194737534 27.975430574268103 194.00871813297272 5546.8208895549178 1008.5750172287226 51021.457637481391 1197.1966466605663 9205.5941259562969 1583.0928726159036 400.35191658139229 373.96544161438942 8437.5095856636763 673.8393482118845 223.01716057956219 253.24754256010056 608.46302281320095 211.0697910785675 5787.8635538443923 63.737597361207008 815.8017462939024 10585.663327425718 9179.8533482551575 219.3273987621069 2313.1841662824154 89.169047549366951 77.290299594402313 leaf_count=574678 301374 97 18978 28710 20154 183 842 23554 4226 223266 4931 38651 6602 1652 1530 34459 2716 904 1022 2572 859 23565 270 3372 43376 37793 947 9571 369 317 internal_value=-8.83395e-06 3.03741e-05 0.000170444 -0.000759088 0.00103528 0.00121627 0.000246507 0.000537362 0.00027554 1.95888e-05 0.00106634 0.00179244 -0.000853696 -0.00288288 0.00162069 5.43056e-05 0.0008029 -0.00199646 0.00375865 -0.00536735 -0.00253191 0.00120304 0.0123731 -0.000446797 0.000215637 -0.00136358 0.00108075 -0.0028178 0.0079103 0.0116168 internal_weight=323059 256958 123207 9319.31 2770.97 2756.4 113888 49912.2 44365.3 63975.7 12954.2 9399.6 3554.61 1971.51 774.317 40547.6 16258.7 2033.37 751.072 1282.3 434.087 14225.4 316.985 24288.9 14100.4 10188.4 10971.5 3128.99 385.787 296.618 internal_count=1411540 1110166 535488 49144 20434 20337 486344 208870 185316 277474 54208 39493 14715 8113 3182 166338 66367 8343 3055 5288 1763 58024 1292 99971 57952 42019 45009 12943 1633 1264 is_linear=0 shrinkage=0.03 Tree=856 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 2 2 1 2 0 2 0 2 0 1 2 0 0 2 0 2 0 2 2 2 0 2 0 2 1 split_gain=2.0183 4.85556 9.10795 13.4191 15.2283 37.3429 32.7164 17.1406 15.6048 15.1936 14.3953 12.1942 10.1041 16.5357 16.3761 11.8318 26.7644 21.8205 23.8516 12.6015 12.5622 11.0094 9.37484 9.1406 47.1531 19.5224 19.7028 12.6467 24.7082 11.9981 threshold=17918.074218750004 2643.0056152343755 10.500000000000002 5.5000000000000009 1.0000000180025095e-35 3673.103149414063 10120.596191406252 -1.4999999999999998 2680.677124023438 9.5000000000000018 17466.614257812504 7.5000000000000009 3527.054809570313 8.5000000000000018 -18.499999999999996 2928.0368652343755 6.5000000000000009 6.5000000000000009 3325.9851074218755 7.5000000000000009 3267.230346679688 7.5000000000000009 3267.230346679688 4605.4538574218759 5975.3146972656259 9.5000000000000018 2871.6833496093755 7.5000000000000009 11333.392578125002 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 10 5 9 -7 11 -6 12 -3 -8 13 15 -14 16 -5 20 19 -19 -17 -20 -15 25 -25 -10 -27 -26 29 -29 right_child=-2 2 -4 4 8 6 7 -9 23 -11 -12 -13 14 22 -16 17 -18 18 21 -21 -22 -23 -24 24 27 26 -28 28 -30 -31 leaf_value=-9.5695079164281722e-05 -0.00015640818717281644 0.00081361504399238011 0.00023914474464573407 0.004587413078269811 0.017293560363311998 0.0052254513691810814 -0.0098999612152843881 -0.006027455016334787 0.00087610541314328148 0.0040736727737078395 -0.018413066210096335 0.0062742861199549145 0.024383228688555563 -0.024349217491485557 -0.010589197583236946 -0.025285064744114571 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277 130 96 162 132 72 53 1221 2045 223 625 1124 2118 198 internal_value=-8.56833e-06 2.94658e-05 0.000165353 -0.000736358 -0.00168156 -0.000208816 0.00214522 -0.0026767 -0.00336859 -0.00505644 0.000634752 0.00328105 -0.00661217 -0.00294723 -0.00962875 -0.000265265 -0.00627701 0.00536064 0.0132618 0.0240156 -0.00992138 -0.00535692 -0.0178894 -0.00363296 -0.00500639 -0.00127347 -0.0100247 -0.00262152 -0.000424706 0.00613809 internal_weight=323045 256943 123193 9318.96 5516.23 2945.16 1982.46 772.756 2571.07 962.697 3802.74 278.167 822.539 371.361 451.179 314.849 152.205 162.644 107.213 67.96 55.4312 39.2526 56.5121 2538.59 1604.58 934.008 184.181 1320.59 846.569 320.71 internal_count=1411540 1110166 535488 49144 24011 12989 8728 3415 11022 4261 25133 1325 3669 1658 2011 1417 711 706 460 292 246 168 241 10879 6706 4173 848 5485 3440 1322 is_linear=0 shrinkage=0.03 Tree=857 num_leaves=31 num_cat=0 split_feature=2 0 2 2 2 0 2 0 2 2 2 0 0 1 2 0 2 2 1 1 0 2 0 1 1 2 1 1 1 2 split_gain=1.89902 4.84342 35.5704 12.8474 21.2412 42.8911 19.7556 20.5791 28.7492 19.2952 17.7471 20.4873 37.815 15.7781 23.8384 15.5651 14.7894 18.4645 13.6181 12.5622 11.7059 11.5724 21.5017 25.1867 23.6534 16.0127 11.4107 10.7997 10.3012 9.66747 threshold=17918.074218750004 9.5000000000000018 18984.831054687504 22009.412109375004 33967.421875000007 6.5000000000000009 30553.010742187504 7.5000000000000009 25918.428710937504 23484.753906250004 31791.298828125004 4.5000000000000009 3.5000000000000004 5.5000000000000009 99995.847656250015 8.5000000000000018 22743.409179687504 24241.001953125004 -1.4999999999999998 -5.4999999999999991 8.5000000000000018 27647.242187500004 3.5000000000000004 -2.4999999999999996 -1.4999999999999998 30553.010742187504 3.5000000000000004 2.5000000000000004 -10.499999999999998 20123.864257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 15 5 10 7 8 9 -7 21 12 -12 -6 -15 29 20 -18 -11 28 -9 -5 24 -24 -23 27 -19 -25 -10 -4 right_child=1 -3 3 4 13 6 -8 16 19 18 11 -13 -14 14 -16 -17 17 26 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31 leaf_value=2.8583468552405185e-05 -0.010180968169704688 -0.00034946623683920194 -0.00064250137043857312 -0.00065615701838099127 2.7727292916110706e-05 0.0016777066440425584 0.01092448683872633 0.0088390154631523277 -0.0020157834306687647 0.0058598209908399309 0.003805185957177258 0.0054349396862816961 -0.029654158304830692 -0.039892607852933595 -0.0019080142518379086 0.001654650868322073 0.011676768766365114 0.0035761578121157145 -0.01485459654784874 0.0044038553842259201 -0.0068540612067189187 -0.034746824841559262 0.014084843540379581 -0.016001240636139395 0.010354329757080571 -0.0032573924187151641 0.019751373887946452 0.011493352816224798 -0.043054596764941513 -0.0080833253191044101 leaf_weight=256938.67604409484 294.54686005413532 41495.550150808878 237.40546829812229 748.08507246896625 17941.129123007995 165.48259212821722 364.89413749426603 62.613303638994694 14.115244179964067 33.515200391411781 88.800917943939567 532.32153875008225 46.224139735102654 22.301623523235321 44.621409446001053 434.80286553502083 473.84675116091967 839.52656779065728 193.33281725645065 793.75306110084057 135.04483984410763 11.674814227968453 39.963355895131826 292.84442502260208 101.03733828291297 167.48911912739277 41.17650006711483 13.448010236024855 9.024065747857092 464.86609553918242 leaf_count=1110166 1298 172138 1066 3907 98880 719 1647 272 108 171 540 2499 208 92 186 1843 2034 3653 806 3427 575 80 237 1263 548 724 169 56 48 2180 internal_value=-8.31039e-06 -0.000151714 0.00018175 0.000307291 0.00046004 0.00215536 0.00436404 0.00349715 0.000562953 -0.00611183 -0.00122635 0.00278761 -0.0076492 -2.65075e-05 -0.0145661 -0.00280611 0.00578299 0.00690161 -0.0117942 0.00376866 -0.00188288 -0.00317514 -0.00618319 -0.00878648 0.00568272 -0.0107157 0.00433242 -0.0147941 -0.0180205 -0.00556793 internal_weight=323042 66103.4 24607.9 24313.3 23176.3 5168.21 3126.33 2761.43 1209.22 392.331 2041.89 667.347 135.025 18008.1 66.923 1137.07 1552.21 1354.55 226.848 816.892 197.658 1374.54 626.457 513.745 112.712 473.782 880.703 306.292 23.1393 702.272 internal_count=1411540 301374 129236 127938 122849 23691 13629 11982 5279 1696 10062 3247 748 99158 278 5089 6703 5856 977 3583 847 6815 2908 2280 628 2043 3822 1319 156 3246 is_linear=0 shrinkage=0.03 Tree=858 num_leaves=31 num_cat=0 split_feature=2 3 3 1 2 1 2 1 3 1 2 1 2 2 3 2 2 2 2 0 2 2 0 0 3 3 0 3 3 0 split_gain=1.90429 7.93953 9.53072 11.2862 10.2042 15.7558 11.9215 11.6379 10.036 8.24094 18.3514 9.31242 8.10127 9.41823 10.2974 9.68987 7.51567 6.86745 11.0387 6.4659 5.72748 6.0219 5.94541 5.67918 5.14825 5.03409 12.511 7.40115 5.52469 6.01704 threshold=409.80384826660162 2.9229999780654912 2.279500007629395 2.5000000000000004 396.72427368164068 1.0000000180025095e-35 352.49255371093756 1.0000000180025095e-35 2.5095000267028813 4.5000000000000009 215.8664245605469 1.0000000180025095e-35 215.8664245605469 396.72427368164068 3.2575000524520878 333.79756164550787 184.1896667480469 302.06753540039068 181.1947937011719 73.500000000000014 169.44351196289065 184.1896667480469 22.500000000000004 70.500000000000014 2.7749999761581425 7.0125000476837167 10.500000000000002 5.9049999713897714 4.1315000057220468 78.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 8 24 19 -6 11 20 16 -13 14 15 -14 -3 18 -5 -8 -11 -22 -23 -19 -4 27 -27 28 29 -18 right_child=-2 9 3 17 5 -7 7 -9 -10 10 -12 12 13 -15 -16 -17 25 23 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-9.5690960362547787e-05 2.5692004564530202e-05 0.0071278981868650709 -0.0021547824146326208 -0.0050723272758325666 0.0025938589560044324 0.0025345451911026012 0.0020080169632711803 -0.0015123620372781881 -0.012104571680069008 0.012018933072486814 0.018691372595768342 -0.0037283198219186112 0.020088497146473056 -0.0084030536855706477 0.00057896756089607828 0.0017188730398053557 0.0020667565016225195 -0.0052057242694926297 0.017650338245734417 0.011859320808271364 -0.030423903621211935 -0.014670055821658569 0.014247797173730731 -0.014546015449483699 0.0018123197454262749 0.0061773650973030161 -0.024345519185291618 0.0077206845533272974 -0.0011677884790054541 0.01244764706234869 leaf_weight=46063.671770490706 265940.86644209811 262.19615444540977 3150.8992669582367 55.441639944911003 50.886067226529121 149.74943272769451 1695.4600703567266 1162.7215354144573 234.35190777480602 13.224273048341272 71.175135269761086 533.67172895371914 49.7655258923769 92.814262941479683 937.71789322793484 53.764964878559113 711.39891962707043 471.67515644431114 29.469059988856316 62.16158190369606 10.339861169457434 16.563726186752323 10.426578126847742 66.897253662347794 324.75609886646271 26.270934574306011 22.383803516626358 175.79047527909279 537.64705921709538 54.071903437376022 leaf_count=196963 1166578 1361 13176 287 211 640 6918 4954 949 60 321 2553 204 414 4040 229 3028 2290 141 251 52 93 50 356 1377 165 114 982 2556 227 internal_value=-8.05821e-06 -0.000165256 -0.000256742 -0.00125193 -0.000899267 -0.00534542 -0.000596887 0.000816086 -0.00948239 0.00120268 0.0088745 0.000932579 -0.000680315 0.000754028 0.00157027 0.0105489 0.00243551 -0.00511574 0.00281379 0.00235643 -0.00494659 -0.0109567 -0.00349885 -0.0063659 -0.00178411 0.00163009 -0.00786481 0.00194246 0.00116298 0.00280005 internal_weight=323038 57097.4 53518.1 7454.47 6830.99 434.987 6396 2920.34 285.238 3579.22 121.73 3457.49 1667.73 1134.06 1041.25 103.53 1789.76 623.483 84.9107 1757.62 50.5544 37.3302 26.9903 538.572 3475.66 1527.56 48.6547 1478.91 1303.12 765.471 internal_count=1411540 244962 228513 31550 28476 1800 26676 12123 1160 16449 576 15873 7440 4887 4473 433 8433 3074 428 7169 255 195 143 2646 14553 7072 279 6793 5811 3255 is_linear=0 shrinkage=0.03 Tree=859 num_leaves=31 num_cat=0 split_feature=2 0 2 2 2 0 2 0 2 2 2 0 0 1 2 0 2 2 1 1 0 2 0 1 1 2 1 1 2 0 split_gain=1.81268 4.55789 33.4393 12.087 20.0094 40.4109 18.6958 19.3979 27.0598 18.1522 16.6997 19.3148 35.8065 14.8851 22.6466 14.6358 13.9457 17.4564 12.7953 11.7506 11.0164 10.8734 20.2257 23.7196 21.9454 15.0266 10.785 10.1464 9.54069 29.6736 threshold=17918.074218750004 9.5000000000000018 18984.831054687504 22009.412109375004 33967.421875000007 6.5000000000000009 30553.010742187504 7.5000000000000009 25918.428710937504 23484.753906250004 31791.298828125004 4.5000000000000009 3.5000000000000004 5.5000000000000009 99995.847656250015 8.5000000000000018 22743.409179687504 24241.001953125004 -1.4999999999999998 -5.4999999999999991 8.5000000000000018 27647.242187500004 3.5000000000000004 -2.4999999999999996 -1.4999999999999998 30553.010742187504 3.5000000000000004 2.5000000000000004 35189.248046875007 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 15 5 10 7 8 9 -7 21 12 -12 28 -15 -4 20 -18 -11 -10 -9 -5 24 -24 -23 27 -19 -25 29 -6 right_child=1 -3 3 4 13 6 -8 16 19 18 11 -13 -14 14 -16 -17 17 26 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31 leaf_value=2.8227734573241901e-05 -0.0098673539304215633 -0.00033975123741688905 -0.0053989180626320306 -0.00063721286520174083 -0.015960862739731477 0.0016268715811907399 0.010630781390784156 0.0085907342556043789 -0.017317503033362193 0.0056983738158603529 0.0036921248336321713 0.0052796527430521338 -0.028929376887383954 -0.038960131655237769 -0.0018522342368755822 0.0016047446049881223 0.011353409733014162 0.0034709312851562472 -0.01440214700885669 0.0042752858349798615 -0.0066406946642013466 -0.032987955423930404 0.013769596773002333 -0.015499123538908154 0.010044692580216704 -0.0031587485928255151 0.019220940233254814 0.011129665416339691 0.00012320335357781628 0.002067680692552584 leaf_weight=256933.97720907477 294.81011110916734 41495.764193868265 702.62074688170105 748.11981324572116 133.97340284846723 165.45585839450359 363.7178005874157 62.486536830663681 23.350037645548582 33.427632138133049 88.756755353882909 531.47441594675183 45.965911656618118 22.153012841939926 44.605040788650513 434.66836602240801 472.70757801830769 838.85275798663497 193.4330036342144 792.96372097730637 135.21538551896811 11.924708835780619 39.654453959316015 293.26951120793819 101.01986332982779 167.57750041782856 41.043827220797539 13.469562187790869 17594.464947917731 212.479178044945 leaf_count=1110166 1298 172138 3246 3907 603 719 1647 272 156 171 540 2499 208 92 186 1843 2034 3653 806 3427 575 80 237 1263 548 724 169 56 97269 1008 internal_value=-7.81733e-06 -0.000147928 0.000175596 0.000297394 0.000445597 0.00209187 0.00423756 0.00339472 0.000545734 -0.00592938 -0.00119058 0.00270781 -0.00743798 -2.64886e-05 -0.0141661 -0.00272214 0.00561581 0.00670362 -0.0114404 0.00365764 -0.00182658 -0.00307933 -0.00599359 -0.00851958 0.0055013 -0.010383 0.00420561 -0.0143298 2.61249e-05 -0.00490397 internal_weight=323033 66099.4 24603.7 24308.9 23171.6 5163.89 3122.65 2758.94 1208.63 392.316 2041.23 666.197 134.723 18007.7 66.7581 1137.29 1550.31 1352.6 226.861 816.314 197.702 1375.04 626.916 513.971 112.945 474.317 879.897 306.739 17940.9 346.453 internal_count=1411540 301374 129236 127938 122849 23691 13629 11982 5279 1696 10062 3247 748 99158 278 5089 6703 5856 977 3583 847 6815 2908 2280 628 2043 3822 1319 98880 1611 is_linear=0 shrinkage=0.03 Tree=860 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 3 0 2 2 1 0 2 3 2 1 0 1 0 2 1 0 0 1 1 1 1 2 1 3 1 split_gain=3.08046 8.51288 13.0306 11.0308 15.4777 11.5635 9.39471 13.9132 10.5585 9.2207 9.20292 10.2356 9.11707 12.6485 9.03124 9.02367 7.9937 8.50491 5.94546 5.70231 5.65296 10.7483 5.80169 5.66017 5.65174 5.37408 6.97006 5.00455 5.03557 5.23059 threshold=11.500000000000002 2292.840698242188 70.500000000000014 530.58538818359386 302.06753540039068 2.1755000352859502 53.500000000000007 2770.7851562500005 2726.1987304687505 27.500000000000004 34.500000000000007 317.43702697753912 1.1054999828338625 370.03324890136724 35.500000000000007 55.500000000000007 17.500000000000004 25.500000000000004 409.80384826660162 38.500000000000007 55.500000000000007 65.500000000000014 17.500000000000004 19.500000000000004 42.500000000000007 23.500000000000004 455.77806091308599 38.500000000000007 1.1054999828338625 33.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 8 15 -3 18 11 -6 -12 20 -11 19 17 -13 -4 -8 22 -22 -14 -24 27 26 -15 28 29 -5 right_child=1 6 9 24 10 -7 7 -9 -10 14 12 16 13 25 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.6010937729738682e-05 -0.0053160268808678385 0.0070518176649906235 -0.0079031934084992563 -0.0036468608375485228 0.029936376134302032 0.021996151154420301 -0.0088680462224603549 -0.0011845002264789582 0.00040836996161580137 -0.027647594459195766 -0.0071535403707920471 0.018091132654828611 -0.025557592086857893 0.046528670896747511 0.0093622589585270824 -0.019550298042294908 -0.015755075943359002 -0.0038925750500510472 0.015342648889307925 0.015273095047336011 0.036762256270808542 -0.0046952819685949472 0.024722465671868692 -0.0089022332853555593 0.0037891609193985661 0.010066171743918016 0.017105019534477506 -0.021641263798940311 -0.0088234709683320516 0.018126902252645259 leaf_weight=317499.16090129205 434.25199403613806 235.01504226028919 11.525984376668928 84.141393207013607 9.1595259159803373 14.414519146084784 29.558072179555893 1322.7715001399629 2567.4901289343834 11.885557070374491 19.576221205294132 21.603287369012833 8.0107113718986529 17.518997900187973 11.850916739553211 64.152810998260975 31.911331489682198 59.35210020840168 70.294469475746155 12.542724445462225 11.354116618633272 11.160558447241781 7.675209209322932 10.91047217696905 40.41477458178997 11.293944805860518 12.356322243809698 22.699440829455853 362.65633988380432 11.258035369217394 leaf_count=1384285 3135 973 60 384 53 64 122 6083 12036 58 131 113 54 93 53 297 191 342 337 51 55 63 47 78 166 56 63 104 1932 48 internal_value=3.77496e-06 -0.000697624 -0.00281363 -0.00370132 -0.00118606 -0.00443856 -4.39124e-05 -0.00202347 0.000965482 0.00729233 0.00510715 -0.000563543 0.011406 0.0154305 -0.00916967 -0.0124679 -0.00303872 0.00197387 0.012068 -0.00167589 0.00514933 0.0162117 -0.00421531 0.00498354 -0.00698577 0.0276949 0.0343592 -0.00789156 -0.00721018 -0.00107735 internal_weight=323038 5538.81 1307.28 1201.72 680.549 448.667 4231.53 1429.03 2802.51 105.557 231.883 122.026 109.857 90.2803 23.7365 106.254 112.867 80.9554 81.8205 42.1008 49.1111 22.5147 26.5964 18.5857 521.17 41.1693 29.8753 480.755 458.056 95.3994 internal_count=1411527 27242 7680 7172 4538 3199 19562 6553 13009 508 1339 699 640 509 111 470 646 455 397 173 297 118 179 125 2634 212 156 2468 2364 432 is_linear=0 shrinkage=0.03 Tree=861 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 3 0 2 1 0 2 1 3 2 1 0 2 2 1 0 0 1 1 1 0 1 2 2 0 3 split_gain=2.90177 8.03288 12.2628 10.4209 14.5712 10.8682 8.87489 15.8866 8.64487 8.60036 9.49098 8.59693 8.50431 11.6219 7.59486 7.9427 6.40155 5.55146 5.33964 5.28791 9.93424 5.54696 5.26051 4.97838 5.49737 4.8771 6.25525 4.85295 6.51016 5.52693 threshold=11.500000000000002 2292.840698242188 70.500000000000014 530.58538818359386 302.06753540039068 2.1755000352859502 56.500000000000007 2770.7851562500005 27.500000000000004 34.500000000000007 317.43702697753912 35.500000000000007 1.1054999828338625 370.03324890136724 17.500000000000004 25.500000000000004 3152.5231933593755 409.80384826660162 42.500000000000007 55.500000000000007 65.500000000000014 17.500000000000004 19.500000000000004 14.500000000000002 63.500000000000007 23.500000000000004 455.77806091308599 276.59585571289068 54.500000000000007 1.469500005245209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 23 16 -8 17 10 -6 -10 -11 19 15 -12 -3 -4 -5 21 -21 -14 -23 24 -2 26 -15 29 -29 -25 right_child=1 6 8 18 9 -7 7 -9 11 12 14 -13 13 25 -16 -17 -18 -19 -20 20 -22 22 -24 27 -26 -27 -28 28 -30 -31 leaf_value=1.5530598411804818e-05 0.0005476203828661166 0.0040865566569053893 -0.0076938110955126976 -0.0076801205046581767 0.028563129831134289 0.021261518926291398 -0.018918393749034108 -0.001468317610777031 -0.027131295898880033 -0.006969324621608125 0.01740322905305941 0.0090723988032610434 -0.025203079634408387 0.044147063752694921 -0.015422588386224588 -0.0037840064044702662 0.00025512132088808241 0.014793639503905791 0.0036768411154404 0.03518642837439067 -0.0045657345355052253 0.023632324534278028 -0.0086861876133117136 -0.0091333955115394331 -0.023626084885496307 0.0097282479158178076 0.016461041461757534 -0.025518003479926207 0.0043961511182217129 0.00060610258945779157 leaf_weight=317499.04268658982 145.61376374959946 465.79159137606621 11.485097236931322 479.19958456605673 9.309537395834921 14.464414224028586 48.829047456383705 1223.2575880112126 11.750442758202555 19.492152377963066 21.780721560120583 11.862482175230978 7.8816546052694347 17.90407054126263 31.625689566135406 59.225300177931786 2493.1947042122483 70.709614992141724 40.400106072425842 11.504368647933008 11.133329093456267 7.7866350710392025 10.847356185317038 166.82035272940993 8.989325672388075 11.33502898365259 12.453017294406889 26.17058439925313 8.732296019792555 76.479855544865131 leaf_count=1384285 1057 1937 60 2468 53 64 234 5656 58 131 113 53 54 93 191 342 11735 337 166 55 63 47 78 1289 59 56 63 216 49 465 internal_value=3.65771e-06 -0.000677269 -0.00273498 -0.00359883 -0.00115337 -0.00431913 -4.26244e-05 -0.00213814 0.0070553 0.00494254 -0.00054858 -0.00894356 0.0110111 0.0148691 -0.0029548 0.00191277 0.00085825 0.0116515 -0.00679709 0.0049868 0.0156361 -0.00410504 0.00481883 -0.00517404 -0.000857949 0.0265199 0.0327898 -0.00757258 -0.0180338 -0.00607185 internal_weight=323035 5536.03 1304.96 1199.15 679.549 447.271 4231.07 1272.09 105.808 232.279 121.941 23.6129 110.338 90.8455 112.632 81.006 2958.99 82.1947 519.6 49.1533 22.6377 26.5156 18.634 432.806 154.603 41.6921 30.3571 278.203 34.9029 243.3 internal_count=1411527 27242 7680 7172 4538 3199 19562 5890 508 1339 699 111 640 509 646 455 13672 397 2634 297 118 179 125 3135 1116 212 156 2019 265 1754 is_linear=0 shrinkage=0.03 Tree=862 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 3 0 2 2 0 1 1 0 2 3 2 1 0 1 2 1 0 0 1 1 1 3 2 1 1 split_gain=2.73358 7.58022 11.5411 9.83694 13.7219 10.2176 8.41612 12.8319 9.60636 8.13492 8.10713 8.18438 8.04165 8.80914 7.93813 10.6945 7.21507 7.42067 5.37447 5.18566 5.04262 4.94892 9.19458 5.30345 4.89295 4.72797 4.79949 5.11484 4.92384 4.72795 threshold=11.500000000000002 2292.840698242188 70.500000000000014 530.58538818359386 302.06753540039068 2.1755000352859502 53.500000000000007 2770.7851562500005 2726.1987304687505 55.500000000000007 27.500000000000004 35.500000000000007 34.500000000000007 317.43702697753912 1.1054999828338625 370.03324890136724 17.500000000000004 25.500000000000004 38.500000000000007 409.80384826660162 42.500000000000007 55.500000000000007 65.500000000000014 17.500000000000004 19.500000000000004 38.500000000000007 1.1054999828338625 2192.347534179688 33.500000000000007 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 29 8 9 -3 18 19 -12 13 -6 -14 21 17 -15 -8 -4 25 23 -23 -16 -25 26 28 -28 -5 -2 right_child=1 6 10 20 12 -7 7 -9 -10 -11 11 -13 14 16 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=1.5064699941186974e-05 -0.00083294906747735068 0.0067205351404885216 -0.0074894314247253915 -0.003315387430587134 0.027281588797118696 0.02055755710559588 -0.008730279682801519 -0.0011125760424323967 0.00038252030632768058 -0.018763742983489082 -0.026626917125182472 0.0087920952854555878 -0.0067891881060326217 0.016748734347921991 -0.024852536003216321 0.025418520958090437 -0.015095427922476909 -0.0036782623656951025 0.014729056778796967 0.014268657388685149 0.0035678350003790298 0.033714197532199959 -0.0044394911806239076 0.022609184482982103 -0.0084743586104378248 -0.020869934153938504 -0.0074737857769342853 -0.022329442857810692 0.017812989788904783 -0.0073834888836130331 leaf_weight=317498.92791063176 154.52268864959478 234.91710133850574 11.445174552500246 83.940107740461826 9.452201843261717 14.510217338800429 29.539004594087601 1322.5978616490029 2567.6762726083398 63.468194101005793 11.615885913372042 11.873286053538321 19.410315580666065 21.950252115726471 7.7549688443541553 42.183194570243359 31.346059620380402 59.101999670267105 12.512026146054266 71.105704352259636 40.385616481304169 11.644337728619577 11.106832295656202 7.8931654691696194 10.785891957581041 22.584041312336922 337.78921753168106 22.231689304113388 11.258353456854818 276.80986582115293 leaf_count=1384285 1116 973 60 384 53 64 122 6083 12036 297 58 53 131 113 54 212 191 342 51 337 166 55 63 47 78 104 1835 97 48 2019 internal_value=3.54371e-06 -0.000657514 -0.00265853 -0.00349909 -0.00112201 -0.00420381 -4.13708e-05 -0.0019158 0.000913781 -0.0119835 0.00682724 -0.00872335 0.00478437 -0.000533972 0.0106343 0.0143357 -0.00287314 0.0018537 -0.0017501 0.011252 -0.00661143 0.00483061 0.0150881 -0.00399773 0.00466054 -0.00747182 -0.00680712 -0.00839114 -0.000816705 -0.00503679 internal_weight=323032 5533.41 1302.7 1196.66 678.472 445.843 4230.71 1428.12 2802.59 105.519 106.04 23.4892 232.629 121.851 110.779 91.3684 112.398 81.0523 42.051 82.5509 518.189 49.1852 22.7512 26.434 18.6791 477.803 455.219 360.021 95.1985 431.333 internal_count=1411527 27242 7680 7172 4538 3199 19562 6553 13009 470 508 111 1339 699 640 509 646 455 173 397 2634 297 118 179 125 2468 2364 1932 432 3135 is_linear=0 shrinkage=0.03 Tree=863 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 3 0 3 0 2 1 1 2 2 2 1 1 0 2 3 2 0 2 1 1 2 2 0 0 0 split_gain=2.57481 7.15172 10.8621 9.28939 12.9607 11.6759 10.0688 8.79163 7.93052 14.2651 7.6047 7.79236 7.02219 5.80585 4.8458 4.76264 4.75964 7.44828 6.41233 4.69252 4.5363 11.2199 8.8291 5.88447 11.1797 9.88811 5.9922 4.7466 6.53232 4.47179 threshold=11.500000000000002 2292.840698242188 70.500000000000014 530.58538818359386 308.54922485351568 2.1755000352859502 34.500000000000007 1.1054999828338625 56.500000000000007 2770.7851562500005 27.500000000000004 35.500000000000007 370.03324890136724 3152.5231933593755 409.80384826660162 42.500000000000007 17.500000000000004 25.500000000000004 342.01971435546881 1.0619999766349795 5342.6640625000009 68.500000000000014 6860.8740234375009 18.500000000000004 25.500000000000004 3527.054809570313 3755.7348632812505 65.500000000000014 63.500000000000007 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 16 29 13 -10 14 -12 -9 -3 -4 -5 17 -6 -18 -17 21 23 -22 -11 -25 -26 -27 28 -28 -8 right_child=1 8 10 15 6 -7 7 12 9 20 11 -13 -14 -15 -16 19 18 -19 -20 -21 22 -23 -24 24 25 26 27 -29 -30 -31 leaf_value=1.4612775460949773e-05 -0.0049912693800504967 0.003886456542718319 -0.007289953601932176 -0.007269763664982584 0.017455477090752569 0.019123856724891444 0.0096287105459481274 0.0071307450432554782 -0.018032190678456621 -0.0060341625409710969 -0.026133761246372806 0.0085209784714868828 0.024393452527569387 0.00023701357430441303 0.013766275451239955 0.017560574837244193 0.011107871411824129 -0.0027170760242436138 -0.018156545825451748 -0.0039579262634670603 0.0087210353726082206 -0.012324876545164348 -0.0011856134829982231 0.018606427886305673 -0.0091061296839289665 0.018929444438530122 0.0059466316766258794 0.010454248310036291 -0.018327997477022118 -0.019431745910026332 leaf_weight=317498.81650772138 436.16685596853495 465.59475250542164 11.406202703714369 476.3785265982151 22.580340564250946 18.850721448659897 8.526827886700632 42.203476577997208 48.18762318789959 131.17535024881363 11.482071444392206 11.883376028388737 42.630151994526386 2493.3700646534562 71.483706563711166 13.92076553404331 9.1398694515228254 60.906748056411743 25.65098662674427 26.4505505412817 91.611435264348984 106.26443120837212 696.80460222763941 31.311946108937263 73.941574320197105 22.895290091633797 21.203068509697914 29.042175650596619 18.844304770231247 10.803833141922949 leaf_count=1384285 3177 1937 60 2468 115 88 66 250 234 625 58 53 212 11735 337 58 55 353 157 108 384 560 3272 131 302 93 89 121 79 65 internal_value=3.43406e-06 -0.000638297 -0.00258397 -0.0034018 -0.00109094 -0.00399221 0.00484376 0.0116451 -4.01575e-05 -0.00202186 0.00660769 -0.00850879 0.0158055 0.000811255 0.0108688 -0.00643134 -0.001146 0.00273889 -0.0104685 0.00346205 -0.00139108 -0.00385165 -3.44924e-05 -0.00110998 0.00216489 -0.000937788 0.00562829 0.00122048 -0.0054758 -0.00661307 internal_weight=323030 5530.71 1300.47 1194.21 677.46 455.018 222.442 104.164 4230.25 1271.28 106.255 23.3654 84.8336 2958.96 82.8899 516.75 118.278 83.4871 34.7909 40.3713 1223.09 434.678 788.416 328.414 197.238 165.926 91.9848 69.0895 40.0474 19.3307 internal_count=1411527 27242 7680 7172 4538 3265 1273 593 19562 5890 508 111 462 13672 397 2634 680 468 212 166 5656 2000 3656 1440 815 684 382 289 168 131 is_linear=0 shrinkage=0.03 Tree=864 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 3 0 3 0 2 2 0 1 1 2 1 1 2 1 0 2 1 1 3 2 1 2 3 2 1 split_gain=2.42516 6.74514 10.2226 8.7718 12.202 10.9685 9.40857 8.19738 7.54258 11.8393 8.74089 7.33489 7.13505 7.41968 6.48659 5.06566 4.59165 4.52981 4.50322 6.95441 6.09631 4.49666 4.4697 4.56906 4.84976 4.63493 4.61081 4.42837 4.4268 4.31501 threshold=11.500000000000002 2292.840698242188 70.500000000000014 530.58538818359386 308.54922485351568 2.1755000352859502 34.500000000000007 1.1054999828338625 53.500000000000007 2770.7851562500005 2726.1987304687505 55.500000000000007 27.500000000000004 35.500000000000007 370.03324890136724 38.500000000000007 14.500000000000002 409.80384826660162 17.500000000000004 25.500000000000004 342.01971435546881 42.500000000000007 38.500000000000007 1.1054999828338625 2192.347534179688 33.500000000000007 1707.8798828125002 1.0619999766349795 269.37811279296881 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 28 18 -8 10 11 -3 15 17 -14 -9 16 -10 -4 19 -6 -20 22 23 25 -25 26 -5 -23 -2 -16 right_child=1 8 12 21 6 -7 7 14 9 -11 -12 -13 13 -15 29 -17 -18 -19 20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=1.4174408933868325e-05 -0.0035574243894738724 0.0064052723792652547 -0.0070952793761479638 0.010079037431150068 0.0168035960184004 0.018470134495841086 -0.0064374485041485 0.0068904394446543133 0.0022431694020309434 -0.0010452256005972428 0.00035827453011405184 -0.018012106326389995 -0.025651188151004176 0.0082586993428099883 0.029183729886761198 0.014207178336909262 -0.021512416703259402 0.01328518262129314 0.010705221091579063 -0.0026395878519167261 -0.017802061658012926 0.017085375355719943 -0.02013260527235301 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-3.89998e-05 -0.0018147 0.000864902 -0.011521 0.00639621 -0.00829967 0.0152248 -0.00181623 -0.00859072 0.0105009 -0.00111399 0.00265366 -0.010219 -0.0062552 -0.00707176 -0.0064234 -0.00797715 -0.00057559 -0.00300506 0.00336135 -0.00485702 0.0234254 internal_weight=323026 5527.72 1298.4 1191.94 676.558 453.728 222.829 104.685 4229.33 1426.67 2802.66 104.793 106.455 23.242 85.416 41.9998 29.5194 83.2127 118.145 83.5653 34.5793 515.383 475.046 452.579 357.573 95.0065 83.7483 40.3367 434.797 43.0534 internal_count=1411527 27242 7680 7172 4538 3265 1273 593 19562 6553 13009 470 508 111 462 173 122 397 680 468 212 2634 2468 2364 1932 432 384 166 3177 212 is_linear=0 shrinkage=0.03 Tree=865 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 0 2 3 2 2 2 1 3 2 0 1 0 1 1 2 2 2 0 1 2 1 2 3 2 1 split_gain=2.28866 1.89794 4.7897 5.91871 2.83845 6.03905 1.82145 1.63101 4.00374 25.9381 23.4551 14.2268 13.1487 5.59063 12.4209 10.5686 6.66992 3.31478 3.09441 3.67922 10.0445 6.89314 3.31166 3.17435 2.94879 3.28887 5.84917 2.92633 7.78351 17.4899 threshold=-46.499999999999993 -65.499999999999986 -82.499999999999986 15.500000000000002 4905.5217285156259 24.500000000000004 6261.4145507812509 1.1054999828338625 87.470542907714858 67.829120635986342 112.33882141113283 1.0000000180025095e-35 1.0205000042915346 134.73744964599612 51.500000000000007 1.5000000000000002 50.500000000000007 -1.4999999999999998 -8.4999999999999982 13578.460937500002 3673.103149414063 21398.625000000004 50.500000000000007 -19.499999999999996 1209.7733154296877 -22.499999999999996 2343.383422851563 1.0619999766349795 151.73783874511722 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 5 -3 -6 8 9 -2 11 12 -10 14 15 16 17 -12 19 20 23 22 -21 24 -15 26 -26 -20 29 -29 right_child=7 4 3 -5 6 -7 -8 -9 10 -11 13 -13 -14 18 -16 -17 -18 -19 27 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.02184856161319703 -0.0014954744777671938 -0.023915874594056134 -0.020270705779306036 0.024397065603012271 0.033967202898832219 0.013244933577551804 0.009777328256349048 2.2369107147990073e-06 0.017614098274237992 -0.036092755445165228 0.021993994110498433 0.023044051371181123 -0.010911934447211752 0.0084346907268514851 -0.028033915529295579 -0.022423166981560362 -0.00967464523484215 0.0043508142464685432 -9.8568335680881016e-06 -0.022615908549121422 0.016527658544615426 0.010149169219360469 -0.0040365043530055629 0.0027502492445834015 -0.015794053558553216 -0.020864167003112902 0.0088349718542441915 0.0050869216379120586 -0.00097848331198834189 -0.0019552957406138143 leaf_weight=5.3481883127242353 488.77369622141123 7.1081293253228059 12.745415429235438 3.3772594332694998 2.9946929886937133 8.8191768825054151 43.429704410256818 295619.68946415407 27.277342706918716 20.313286900520325 12.335445895791052 61.916984811425209 31.149871870875359 12.111100092530249 20.364105999469757 19.243644900619984 28.045130908489227 42.966229304671288 15885.381605312228 16.782190337777138 45.03688371181488 17.278501279652119 17.783886715769768 306.71629479527473 17.085357278585434 13.224697872996328 17.637238562107086 629.02764251828194 8835.6803239993751 640.68923752009869 leaf_count=320 2080 65 224 40 30 62 725 1286923 120 89 51 262 135 79 103 97 119 178 71397 78 219 93 91 1686 87 72 93 2541 40038 2976 internal_value=-1.69329e-05 0.00493956 -0.00275318 -0.010914 0.00758857 -0.0033394 0.0113377 -1.82199e-05 -0.000240496 -0.00287595 -0.000190242 0.0130241 0.00240574 -0.000250077 -0.0066323 -0.0023841 0.00224264 0.00828626 -0.000220414 0.00220884 0.00315705 -0.00532296 -0.013057 0.00151525 -0.00479186 -0.00813278 -0.00328381 -0.00026375 -0.000662862 0.00153347 internal_weight=322910 83.8226 21.4709 16.1227 62.3517 15.9273 46.4244 322827 27206.8 509.087 26697.7 120.344 58.4272 26577.4 122.955 102.59 83.3468 55.3017 26454.4 463.656 411.812 51.8446 34.5661 366.775 60.0584 47.9473 34.7226 25990.8 10105.4 1269.72 internal_count=1411073 1466 584 264 882 127 755 1409607 122684 2169 120515 517 255 119998 548 445 348 229 119450 2498 2236 262 169 2017 331 252 180 116952 45555 5517 is_linear=0 shrinkage=0.03 Tree=866 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 0 2 1 0 2 3 1 2 2 0 1 0 3 2 0 2 0 0 0 0 2 0 2 2 0 split_gain=2.16467 1.79837 4.53863 5.54274 2.7039 5.62338 1.78903 1.63541 1.94211 3.31676 2.47711 1.55476 5.47375 11.8899 17.4832 15.3046 9.79547 8.84154 9.59614 8.37864 6.82856 7.59272 23.3385 6.29129 7.52767 9.37782 13.2272 8.3469 10.1582 8.24343 threshold=-46.499999999999993 -65.499999999999986 -82.499999999999986 15.500000000000002 4905.5217285156259 24.500000000000004 6261.4145507812509 -54.499999999999993 6.5000000000000009 68532.378906250015 10.80550003051758 1.0000000180025095e-35 156.82556152343753 164.41123962402347 27.500000000000004 1.5000000000000002 40.500000000000007 2.279500007629395 134.73744964599612 26.500000000000004 151.73783874511722 54.500000000000007 58.500000000000007 49.500000000000007 40.500000000000007 112.33882141113283 36.500000000000007 145.14741516113284 87.470542907714858 45.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 5 -3 -6 -8 9 -9 -10 -2 17 14 19 16 -16 20 -19 -14 23 -22 -23 24 25 -13 -27 28 29 -26 right_child=11 4 3 -5 6 -7 7 8 10 -11 -12 12 13 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.02158255913116372 -8.6028517520085241e-05 -0.022802392357928684 -0.019351137048882333 0.024142684267499392 0.033835694427741807 0.012956410588138758 0.017765360935289336 -0.025997812707853098 0.0041255365396461827 0.014227415864505787 0.027875882873379949 -0.0044619257118074587 0.0073083217559877321 5.5271322325071967e-05 0.025937094990002487 -0.00044175195886178304 0.0063111772638079124 -0.00014846927465371387 -0.0087184105860667032 -0.01933360805685046 -0.0027600275891919851 -0.033674143396976608 0.01783342549503681 -0.0012414701314548595 0.0049229158264610809 0.00082354201646573071 0.025185247702575159 -0.00091619515666017904 0.0075079972868405337 -0.00290701871230673 leaf_weight=5.2531277337111559 155356.30781136407 7.2296660048887125 12.947379162767904 3.3114587590098372 2.9173110723495475 8.7462207376956922 14.503890760242934 4.0732452142983737 15.876310002058746 3.372149279108271 5.2622984014451495 394.51937401294708 14.03727839887142 161224.04626836232 23.797613278031349 403.07496699690819 598.79835994541645 215.73901041597128 258.48850873112679 43.690348237752914 491.35930597782135 24.460643798112869 11.706233516335486 2149.2107599973679 248.07706467807293 234.56361642479897 21.934057757258415 460.95755582302809 412.88287657499313 236.26562461256981 leaf_count=320 691548 65 224 40 30 62 336 59 156 117 57 1643 62 689891 99 2051 2574 1105 1214 202 2268 111 52 9696 1006 994 90 2200 1816 985 internal_value=-1.64243e-05 0.00481345 -0.00266006 -0.0104927 0.00740731 -0.00322574 0.0110998 0.00956041 0.00539711 -0.0077791 0.010038 -1.76735e-05 4.57381e-05 7.63198e-05 0.00320861 0.00411273 0.00706134 -0.000916175 -0.00481971 -0.0128553 -0.000521128 -0.00373649 -0.0170025 -0.000113235 0.00109362 -0.00155868 0.0029068 0.00236495 0.00405066 0.00110342 internal_weight=322907 83.4931 21.512 16.2588 61.9811 15.9759 46.0052 43.0879 28.584 7.44539 21.1386 322824 167468 162307 1083.4 1025.67 622.596 5160.16 474.228 57.7276 4685.94 527.526 36.1669 4158.41 2009.2 651.017 256.498 1358.18 897.226 484.343 internal_count=1411073 1466 584 264 882 127 755 725 389 176 213 1409607 718059 694879 4988 4724 2673 23180 2319 264 20861 2431 163 18430 8734 2727 1084 6007 3807 1991 is_linear=0 shrinkage=0.03 Tree=867 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 3 2 1 0 2 3 1 3 2 2 2 1 3 2 0 1 0 1 1 2 2 2 0 1 2 split_gain=2.04849 1.70464 4.30193 5.19552 2.57647 5.24043 1.75657 1.58396 1.8375 3.07087 2.41129 1.54423 1.52586 3.66885 24.4858 21.9153 13.1784 12.4091 5.32541 11.8162 10.0915 6.24619 3.16039 2.91972 3.46263 9.52547 6.47036 3.0807 2.98524 2.76902 threshold=-46.499999999999993 -65.499999999999986 -82.499999999999986 15.500000000000002 4905.5217285156259 3.0835000276565556 6261.4145507812509 -54.499999999999993 6.5000000000000009 68532.378906250015 10.80550003051758 -49.499999999999993 1.1054999828338625 87.470542907714858 67.829120635986342 112.33882141113283 1.0000000180025095e-35 1.0205000042915346 134.73744964599612 51.500000000000007 1.5000000000000002 50.500000000000007 -1.4999999999999998 -8.4999999999999982 13578.460937500002 3673.103149414063 21398.625000000004 50.500000000000007 -19.499999999999996 1209.7733154296877 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 5 -3 -6 -8 9 -9 11 -10 13 14 -2 16 17 -15 19 20 21 22 -17 24 25 28 27 -26 29 -20 right_child=12 4 3 -5 6 -7 7 8 10 -11 -12 -13 -14 15 -16 18 -18 -19 23 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.021316588043832956 -0.0014158248291296269 0.012672473130737027 -0.018488009118769595 0.023888387464131196 0.033709003737434226 -0.021760964609363612 0.017502910504553913 -0.024676538403240782 -0.0057761967403236435 0.013976364661882632 0.027651156842173664 0.012983317638673164 2.6402128379836784e-06 0.017180605623250224 -0.035080834730341369 0.021422011016440066 0.022187546076223419 -0.010554045611408073 0.00822506238868192 -0.027504719661434841 -0.022030410727934688 -0.0093893229622073176 0.0041691998062803725 -0.00025511989322668169 -0.021788487042385903 0.016133379419031438 0.0098893108567702885 -0.0039062256493803244 0.0026739564880236288 -0.007854835424713668 leaf_weight=5.1605215044692185 488.61191714555025 8.6750145182013529 13.142229392775336 3.2472838349640361 2.8415708765387526 7.3465559175238004 14.283099581836721 4.1612154589965966 7.5670516937971124 3.3303789452183992 5.1476522944867602 8.260227806866169 295621.70209138514 27.132924646139145 20.250520721077919 12.287088379263876 62.186339870095253 31.231088861823082 12.051879219710825 20.113377407193184 19.082056492567062 27.990574270486832 42.986686527729034 25989.316331572831 16.893181830644608 44.764757573604584 17.20616066083312 17.813481368124485 306.30560436844826 48.128640562295914 leaf_count=320 2080 62 224 40 30 65 336 59 82 117 57 74 1286923 120 89 51 262 135 79 103 97 119 178 116952 78 219 93 91 1686 252 internal_value=-1.59324e-05 0.00469186 -0.0025706 -0.0100919 0.00723203 -0.00311669 0.0108688 0.00935056 0.00526011 -0.00749344 0.00981528 0.00401436 -1.71452e-05 -0.000232147 -0.00275555 -0.000184047 0.0125782 0.00233955 -0.00024194 -0.00648357 -0.00235244 0.00215725 0.00800441 -0.000213044 0.00214792 0.00306951 -0.00515293 -0.0126103 0.00147382 -0.00463464 internal_weight=322909 83.1628 21.55 16.3895 61.6128 16.0216 45.5912 42.7496 28.4665 7.49159 20.9749 15.8273 322826 27204.4 508.862 26695.5 120.55 58.364 26574.9 122.46 102.346 83.2643 55.2738 26452.5 463.164 411.251 51.9128 34.7067 366.486 60.1805 internal_count=1411073 1466 584 264 882 127 755 725 389 176 213 156 1409607 122684 2169 120515 517 255 119998 548 445 348 229 119450 2498 2236 262 169 2017 331 is_linear=0 shrinkage=0.03 Tree=868 num_leaves=31 num_cat=0 split_feature=1 2 2 1 1 0 1 0 0 2 2 0 3 3 2 2 2 0 2 2 3 2 2 2 2 0 0 2 0 0 split_gain=1.93846 1.71349 2.70005 2.39761 4.39556 5.3463 2.01889 3.57297 1.76746 2.82801 1.81587 2.05395 3.28533 1.50588 3.12487 2.16764 1.48336 9.06758 5.73996 7.66004 5.56058 12.3847 26.9529 15.9636 34.1625 16.9859 15.9834 13.5179 14.513 11.9034 threshold=-46.499999999999993 530.58538818359386 1289.946716308594 -64.499999999999986 -82.499999999999986 15.500000000000002 -54.499999999999993 17.500000000000004 6.5000000000000009 68532.378906250015 4905.5217285156259 18.500000000000004 10.80550003051758 17.333499908447269 55938.710937500007 89440.765625000015 3673.103149414063 90.500000000000014 679.17321777343761 558.56738281250011 8.545499801635744 2385.3286132812505 2602.8994140625005 2152.199340820313 2047.524841308594 7.5000000000000009 9.5000000000000018 1591.3311157226565 3.5000000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 13 7 -5 9 -8 -10 12 -12 -6 -15 -16 17 20 19 -19 -2 23 -23 24 27 -25 -27 -22 -29 -24 right_child=16 2 3 6 5 -7 8 -9 10 -11 11 -13 -14 14 15 -17 -18 18 -20 -21 21 22 29 25 -26 26 -28 28 -30 -31 leaf_value=0.027334401660146886 -4.8388359560893705e-05 -0.021688159470971663 0.021050651454272252 0.023383892931461172 -0.012729698704685056 0.023669956845978276 -0.022261518567212136 -0.016187317874786306 -0.0051422714744336906 0.013726985096916234 -0.00096028794187343763 0.028416815121582683 0.027503335411605507 -0.05809846354485252 -0.037105924170240619 0.030811918571638761 5.3756773821699519e-05 -0.00083988114600957488 0.0028798432396716428 0.026326960449024828 -0.0011347883303431236 -0.012093013763593756 0.00043770657484621317 0.0068414601914489016 -0.012212627481376253 -0.021938322010455098 0.0024565556197237107 0.023169612391401518 0.0018710653502193302 -0.0031825691129822452 leaf_weight=2.8734077513217917 166349.05411056342 3.5854464657604685 5.070317119825634 13.430256753927095 9.6395806260406989 3.2618770115077487 4.8805479775182885 2.4242752008140078 7.2677309140563038 3.2897770956624299 12.768457710742956 5.3149228096008292 5.1101911254227153 2.2307280953973527 0.86875445581972577 0.82411732920445502 146869.1406239362 16.127437263727188 539.36723425611854 22.198348477482796 3060.6185716353357 231.67826351523399 1522.3662997279316 515.96569029986858 214.3001576885581 38.017616495490074 66.372463688254356 29.326530735939741 1585.1567764431238 1765.1286370903254 leaf_count=19 721050 26 320 316 101 42 68 30 55 117 128 53 58 19 20 94 643104 78 2442 98 14312 1087 7853 2579 1006 170 295 238 7401 7894 internal_value=-1.54536e-05 0.00457307 0.0037552 0.00494954 -0.00343507 -0.010814 0.00831892 0.0173332 0.00461945 -0.00777077 0.00794275 0.012043 0.00717537 -0.0191072 -0.0347755 -0.00404242 -1.6631e-05 -7.53833e-05 0.00367698 0.0148952 -8.77435e-05 -0.000812823 -0.00220307 7.51499e-05 -0.000500042 0.00460859 -0.00642777 3.68467e-05 0.00225795 -0.0015061 internal_weight=322908 82.8404 79.967 76.3815 21.8954 16.8251 54.4862 15.8545 38.6316 8.17033 30.4613 23.1936 17.8786 13.5632 3.9236 1.69287 322825 175956 577.693 38.3258 175378 9028.93 3519.17 5509.76 4889.4 620.356 104.39 4675.1 1614.48 3287.49 internal_count=1411073 1466 1447 1421 596 276 825 346 479 185 294 239 186 234 133 114 1409607 766503 2618 176 763885 42835 16834 26001 22957 3044 465 21951 7639 15747 is_linear=0 shrinkage=0.03 Tree=869 num_leaves=31 num_cat=0 split_feature=1 2 2 1 1 0 1 0 0 0 0 2 1 1 2 2 0 1 0 3 2 0 2 0 0 3 3 0 0 2 split_gain=1.83572 1.64628 2.5212 2.27282 4.16173 5.01204 1.95133 3.43476 1.70536 2.64284 2.53854 2.6259 1.64796 1.46146 5.09515 11.1832 16.4918 14.3606 9.15494 8.35493 9.07982 7.95633 6.45038 7.21256 22.2185 6.27594 13.1029 5.89237 7.09744 8.82898 threshold=-46.499999999999993 530.58538818359386 1289.946716308594 -64.499999999999986 -82.499999999999986 15.500000000000002 -54.499999999999993 17.500000000000004 22.500000000000004 14.500000000000002 6.5000000000000009 68532.378906250015 -50.499999999999993 1.0000000180025095e-35 156.82556152343753 164.41123962402347 27.500000000000004 1.5000000000000002 40.500000000000007 2.279500007629395 134.73744964599612 26.500000000000004 151.73783874511722 54.500000000000007 58.500000000000007 4.1315000057220468 2.6375000476837163 49.500000000000007 40.500000000000007 112.33882141113283 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 -6 7 -5 9 10 11 -8 -12 -2 19 16 21 18 -18 22 -21 -16 27 -24 -25 26 -22 28 29 -15 right_child=13 2 3 6 5 -7 8 -9 -10 -11 12 -13 -14 14 15 -17 17 -19 -20 20 25 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.026957823036821114 -8.2402842162381472e-05 -0.020747729768958594 0.020784757295988363 0.023150306610423502 -0.018271617201596292 0.023421203639292204 -0.021199634583707584 -0.015496021831594061 0.015822561805059934 -0.015707595198724746 0.00036607471292760191 0.013479346319084106 0.021227623561338584 -0.0043302654987734304 0.0070747389751305637 5.4426896810701205e-05 0.025044789702399491 -0.00042704459711240484 0.0061132880401806042 -0.00014043647956160063 -0.010154104722945617 -0.018888200153210251 -0.0026765628656483399 -0.033056162015967359 0.017207334400158106 -0.025197375556995163 0.009377964981104079 -0.0011951572903601876 0.0022990078958601418 0.0028201007881806929 leaf_weight=2.8268488794565192 155358.80633597332 3.6347519159317008 4.9824627484194961 13.162857588496989 13.751261789351704 3.1985871866345397 4.9698595716618055 2.4559566043317309 9.1327866837382299 6.6170916073024264 5.4646377377212039 3.2503134396392852 9.0551393851637823 394.19911439716816 14.067967683076857 161222.6893939632 23.905728444457054 402.9922709017992 599.77284434437752 215.71804562211037 202.42131721973419 43.38058315217495 490.90480311214924 24.173746928572655 11.768170669674872 18.747084215283394 36.482195138931274 2147.9834291934967 1358.5335155427456 256.57172176241875 leaf_count=19 691548 26 320 316 234 42 68 30 76 67 66 117 85 1643 62 689891 99 2051 2574 1105 957 202 2268 111 52 88 169 9696 6007 1084 internal_value=-1.4988e-05 0.00445942 0.00366119 0.00482794 -0.00331856 -0.0104038 0.00813002 0.0170734 0.00450088 0.000978772 0.00583433 -0.00748732 0.0133762 -1.61315e-05 4.53493e-05 7.48471e-05 0.0031116 0.00398687 0.00683894 -0.000882948 -0.00468124 -0.0125304 -0.000499101 -0.00362635 -0.0165988 -0.00848302 -0.00717142 -0.00010279 0.00106497 -0.00151118 internal_weight=322906 82.5026 79.6757 76.041 21.9323 16.9498 54.1086 15.6188 38.4898 29.357 22.74 8.22017 14.5198 322823 167464 162307 1084.12 1026.67 623.679 5157.5 473.369 57.4486 4684.13 526.847 35.9419 257.651 238.904 4157.29 2009.3 650.771 internal_count=1411073 1466 1447 1421 596 276 825 346 479 403 336 185 151 1409607 718059 694879 4988 4724 2673 23180 2319 264 20861 2431 163 1214 1126 18430 8734 2727 is_linear=0 shrinkage=0.03 Tree=870 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 3 0 1 3 0 2 2 2 2 2 2 0 2 0 0 0 2 1 0 2 2 1 1 0 2 split_gain=1.88911 10.9302 13.162 32.4862 11.1748 14.4435 44.2758 11.8518 10.2995 14.9764 15.2739 11.6675 13.1852 14.8777 11.6198 15.7527 11.466 25.4138 14.9465 21.7176 20.5365 34.6934 17.7017 15.4052 27.3405 20.6856 18.7273 13.9506 13.9285 13.4745 threshold=699.95858764648449 767.85998535156261 2.7749999761581425 32.500000000000007 -19.499999999999996 3.2575000524520878 73.500000000000014 1.0000000180025095e-35 4.7190001010894784 79.500000000000014 550.44073486328136 679.17321777343761 589.46820068359386 575.09899902343761 269.37811279296881 370.03324890136724 24.500000000000004 409.80384826660162 31.500000000000004 25.500000000000004 38.500000000000007 596.91259765625011 1.0000000180025095e-35 45.500000000000007 472.45382690429693 521.58471679687511 -2.4999999999999996 1.5000000000000002 29.500000000000004 496.29238891601568 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 -4 6 7 -6 9 16 14 12 13 -10 -11 -16 -1 -18 19 -19 21 -20 28 24 -22 27 -27 -26 -21 -30 right_child=1 -3 4 -5 5 -7 -8 -9 11 10 -12 -13 -14 -15 15 -17 17 18 20 22 23 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.00075406138319123839 -0.016645941951154996 -1.03736628966912e-05 -0.028753384586470036 -0.0021795088337888849 0.012904629434102038 -0.00082013420554398226 -0.033962365843339108 0.038959798329927069 0.0016289012608814053 -0.0074541936131828062 -0.0086393481374988472 0.0053298268150708417 -0.0016227490346739743 0.011147749384026311 0.030709517826941941 0.0025047273878556682 -1.8623273510073186e-05 0.00020869549445178527 -3.5118804808174116e-05 0.00070671474161954962 -0.0051774510136830768 -0.012592689869908196 0.0081912310289659531 0.00077457322611147446 0.020381841169610473 -0.0059118756527310233 0.0065316101712783077 -0.0049752646513157375 0.014797350182889565 0.0012616864445581613 leaf_weight=12128.88232203573 167.92812453210354 237417.72674132453 12.565370976924894 831.32332250475883 44.017071813344955 2388.5127307418734 15.489093512296675 24.434413880109787 1751.0518500953913 74.380174949765205 350.35627555847168 648.72694569826126 1159.0908499509096 161.39908150583506 21.797378748655319 97.71414116024971 54329.896359398961 1310.7320900410414 855.33826327323914 844.80203792452812 218.39933323860168 257.65021553635597 936.94819732010365 5520.4243011623621 131.72558595240116 127.37854079902172 748.36458921432495 22.925428092479706 143.94191679358482 122.53869900107384 leaf_count=51699 713 1045087 66 3513 190 10310 69 103 8579 368 1535 2801 5047 745 93 413 232132 5544 3568 3516 920 1110 3972 23308 543 544 3083 100 597 505 internal_value=7.47457e-06 -3.48538e-05 -0.00170293 -0.00461065 -0.000533702 -0.000390286 0.011841 0.0222053 0.000131882 5.85529e-05 -0.00490063 0.00167413 0.000902027 0.00243223 0.00185511 0.00764892 9.32894e-05 0.000250026 0.00154844 0.00322418 0.000834335 -0.00294212 0.00515389 0.00145526 0.00446429 0.00650793 0.00472168 0.0166229 0.00259304 0.0085731 internal_weight=322866 240902 3484.27 999.251 2485.02 2472.45 83.9406 68.4515 81964.5 78244.2 544.248 3720.27 3071.54 1912.45 193.892 119.512 77699.9 65571.1 11241.2 3358.96 7882.21 1112.99 2048.23 6769.22 1248.79 1030.39 875.743 154.651 1111.28 266.481 internal_count=1410773 1060051 14964 4226 10738 10672 362 293 350722 333550 2409 17172 14371 9324 874 506 331141 279442 47310 14134 33176 4678 8590 28498 5190 4270 3627 643 4618 1102 is_linear=0 shrinkage=0.03 Tree=871 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 3 0 1 3 0 2 2 2 2 2 0 2 0 0 0 2 1 0 2 2 1 1 0 2 2 split_gain=1.77747 10.286 12.3943 30.6592 10.3616 13.6 41.7943 10.9167 9.69312 14.113 14.4315 16.4325 10.9846 12.4087 14.0257 10.7885 23.9093 14.0538 20.4164 19.3266 32.7112 16.579 14.4973 25.7255 19.5503 17.6143 13.1614 13.1331 12.7336 12.7073 threshold=699.95858764648449 767.85998535156261 2.7749999761581425 32.500000000000007 -19.499999999999996 3.2575000524520878 73.500000000000014 1.0000000180025095e-35 4.7190001010894784 79.500000000000014 521.58471679687511 269.37811279296881 679.17321777343761 589.46820068359386 575.09899902343761 24.500000000000004 409.80384826660162 31.500000000000004 25.500000000000004 38.500000000000007 596.91259765625011 1.0000000180025095e-35 45.500000000000007 472.45382690429693 521.58471679687511 -2.4999999999999996 1.5000000000000002 29.500000000000004 496.29238891601568 496.29238891601568 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 -4 6 7 -6 9 15 11 -11 13 14 -10 -1 -17 18 -18 20 -19 27 23 -21 26 -26 -25 29 -29 -20 right_child=1 -3 4 -5 5 -7 -8 -9 12 10 -12 -13 -14 -15 -16 16 17 19 21 22 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.00073145961915060357 -0.016180601504913641 -1.0062458131519897e-05 -0.027504336990612475 -0.0021145119977257374 0.012556432040451817 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938.47528302669525 5520.8117704465985 131.43564531207085 127.55162324011326 748.52883589267731 22.896137952804565 143.57350468635559 122.51490589976311 329.54159244894981 leaf_count=51699 713 1045087 66 3513 190 10310 69 103 8579 368 1697 344 2801 5047 745 232132 5544 3568 2141 920 1110 3972 23308 543 544 3083 100 597 505 1375 internal_value=7.2495e-06 -3.38089e-05 -0.00165207 -0.00447465 -0.000517699 -0.000378647 0.0114971 0.0215255 0.000127926 5.67941e-05 -0.00476105 0.00295998 0.00162424 0.000875109 0.00235993 9.04887e-05 0.000242521 0.00150185 0.00312645 0.000809316 -0.00285502 0.0049967 0.00141154 0.00433068 0.00631266 0.00457827 0.0161581 0.00251644 0.00832847 0.000685598 internal_weight=322865 240902 3483.87 998.753 2485.12 2472.38 83.845 68.4912 81963.4 78243.9 543.413 155.52 3719.54 3071.09 1911.93 77700.5 65571.9 11242.1 3360.01 7882.1 1112.56 2049.26 6769.53 1248.72 1030.41 876.08 154.332 1110.79 266.088 844.7 internal_count=1410773 1060051 14964 4226 10738 10672 362 293 350722 333550 2409 712 17172 14371 9324 331141 279442 47310 14134 33176 4678 8590 28498 5190 4270 3627 643 4618 1102 3516 is_linear=0 shrinkage=0.03 Tree=872 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 3 0 1 3 0 2 2 2 2 2 2 0 2 0 0 0 2 0 2 2 1 1 0 0 1 split_gain=1.67243 9.67987 11.6715 28.9374 9.61679 12.8094 39.4651 10.0766 9.12247 13.2986 13.6991 10.3784 14.6515 10.3416 11.6779 13.2225 10.151 22.4942 13.2152 19.3824 18.1881 30.8429 13.6436 24.2067 18.4804 16.568 13.4411 12.4934 12.8731 12.4194 threshold=699.95858764648449 767.85998535156261 2.7749999761581425 32.500000000000007 -19.499999999999996 3.2575000524520878 73.500000000000014 1.0000000180025095e-35 4.7190001010894784 79.500000000000014 550.44073486328136 269.37811279296881 370.03324890136724 679.17321777343761 589.46820068359386 575.09899902343761 24.500000000000004 409.80384826660162 31.500000000000004 26.500000000000004 38.500000000000007 596.91259765625011 45.500000000000007 472.45382690429693 521.58471679687511 -2.4999999999999996 1.0000000180025095e-35 36.500000000000007 37.500000000000007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 -2 -4 6 7 -6 9 16 11 -11 -13 14 15 -10 -1 -18 19 -19 21 -20 23 -22 29 -26 -21 -23 -29 -25 right_child=1 -3 4 -5 5 -7 -8 -9 13 10 -12 12 -14 -15 -16 -17 17 18 20 26 22 27 -24 24 25 -27 -28 28 -30 -31 leaf_value=-0.0007095350769078017 -0.015729189186183122 -9.7605893713790776e-06 -0.026333474084498824 -0.0020514462902030128 0.012217501126368428 -0.00077165037210010889 -0.03253845492772265 0.036166518390410608 0.0015331519892536061 -0.0070450755829596029 -0.0081733774815351198 0.029544252091117395 0.0022970964996736421 0.0050192118969587815 -0.0015266577487930569 0.010518370638845309 -1.7522632927360797e-05 0.00083451126114859149 -3.3043268175957686e-05 0.0028950660437192213 -0.0048756486392264077 -0.014247789748868148 0.0007286936949531368 0.019265707073181971 -0.0055474908987299069 0.0061430111357550195 0.0083827321428216854 0.025148827580396139 -0.014974376181587076 -0.0046932717972279847 leaf_weight=12128.229322582483 167.22334460914135 237417.95969208673 12.903857618570326 831.02535960823298 43.749045848846436 2388.5558523740619 15.215587630867956 24.760791778564453 1750.4684545025229 74.053432963788509 349.15326757729053 21.707555070519447 97.710332259535789 648.16976031661034 1159.2300411835313 160.95396023988724 54329.746897671372 1741.2487223893404 855.33732073009014 882.16731214523315 218.21471329033375 227.83185231685638 5521.1862474158406 131.12999698519707 127.71753583848476 748.67411822080612 737.54784847795963 15.625578820705414 13.341373294591904 22.867483258247375 leaf_count=51699 713 1045087 66 3513 190 10310 69 103 8579 368 1535 93 413 2801 5047 745 232132 7370 3568 3662 920 988 23308 543 544 3083 3102 67 55 100 internal_value=7.03128e-06 -3.27953e-05 -0.00160276 -0.0043427 -0.00050218 -0.000367355 0.0111665 0.0208731 0.000124089 5.50886e-05 -0.00462509 0.00177841 0.00725003 0.00157584 0.000848992 0.00228976 8.77727e-05 0.000235242 0.00145669 0.00303178 0.000785053 -0.0027705 0.00136916 0.00420121 0.0061235 0.00443934 0.00539391 -0.0118884 0.00666919 0.015708 internal_weight=322864 240901 3483.43 998.249 2485.19 2472.28 83.7254 68.5098 81962.3 78243.5 542.625 193.471 119.418 3718.82 3070.65 1911.42 77700.9 65572.6 11242.9 3360.96 7881.93 1112.14 6769.79 1248.6 1030.39 876.392 1619.72 256.799 28.967 153.997 internal_count=1410773 1060051 14964 4226 10738 10672 362 293 350722 333550 2409 874 506 17172 14371 9324 331141 279442 47310 14134 33176 4678 28498 5190 4270 3627 6764 1110 122 643 is_linear=0 shrinkage=0.03 Tree=873 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 3 0 1 3 0 1 0 3 2 0 0 2 0 0 0 1 0 1 2 0 2 0 2 0 split_gain=1.66823 6.57061 10.5927 10.2927 1.53435 9.13234 10.9909 27.3143 8.93327 12.0679 37.2772 9.31923 8.83264 11.8716 18.787 10.9006 15.9241 11.5448 8.4778 7.82954 14.2505 10.5244 10.7347 14.0918 13.9518 14.9227 8.80402 8.20274 8.00819 7.6849 threshold=97.500000000000014 58108.183593750007 4805.4782714843759 84255.890625000015 699.95858764648449 767.85998535156261 2.7749999761581425 32.500000000000007 -19.499999999999996 3.2575000524520878 73.500000000000014 1.0000000180025095e-35 4.5000000000000009 8.545499801635744 667.89181518554699 6.5000000000000009 8.5000000000000018 352.49255371093756 84.500000000000014 57.500000000000007 60.500000000000007 -1.4999999999999998 63.500000000000007 1.0000000180025095e-35 723.02862548828136 61.500000000000007 736.05068969726574 43.500000000000007 723.02862548828136 88.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 12 6 7 -6 -8 10 11 -10 -1 29 15 -15 17 -17 -11 26 -21 -22 24 -24 -23 -26 27 -9 -25 -14 right_child=1 3 -4 -5 5 -7 8 19 9 18 -12 -13 13 14 -16 16 -18 -19 -20 20 21 22 23 28 25 -27 -28 -29 -30 -31 leaf_value=-0.01826122659052563 -0.0074638202876649885 -0.037544915160701839 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63.141186892986298 18.968113094568253 26.717581480741501 24.176471322774887 14.11832647025585 34.960886687040329 38.97574907541275 292.8327654004097 95.795145526528358 32.676994755864143 16.533698499202728 leaf_count=148 167 71 137 580 713 1044132 66 787 190 10186 69 103 347680 278 325 85 1554 565 124 267 79 111 97 62 150 164 1244 407 145 87 internal_value=6.81943e-06 -0.00323893 0.00495321 -0.00830618 8.25217e-06 -2.99145e-05 -0.00155493 -0.00421465 -0.00048713 -0.0003564 0.0108485 0.0202464 0.000120366 0.000125642 0.00444363 0.00242689 0.0011106 -0.00756816 -0.000748495 -0.00199025 -0.00638235 -0.00229024 -0.00463385 -0.0135689 0.00166631 -0.0050478 -5.93193e-05 0.00370105 -0.0039604 9.54436e-05 internal_weight=322862 142.455 54.4412 88.0141 322719 240759 3482.96 997.74 2485.22 2472.16 83.5841 68.5092 81960.9 81937.4 569.067 500.548 459.894 134.59 2388.58 830.881 253.735 190.594 171.626 70.9718 100.654 73.9366 577.145 284.313 46.7953 81368.3 internal_count=1410773 955 304 651 1409818 1059096 14964 4226 10738 10672 362 293 350722 350574 2807 2482 2204 650 10310 3513 1075 808 729 304 425 314 2438 1194 207 347767 is_linear=0 shrinkage=0.03 Tree=874 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 1 2 1 0 2 0 2 0 2 0 0 0 2 1 0 1 1 1 0 1 2 2 split_gain=1.57336 6.19983 10.0052 9.9348 1.53072 9.85789 31.1965 43.4678 25.657 20.6242 13.6394 10.0647 9.1973 13.9598 17.3606 13.3626 13.2801 8.57937 12.1303 8.56818 9.93312 8.48445 8.36871 8.33679 8.23737 17.9544 8.16854 13.2531 13.2243 32.3306 threshold=97.500000000000014 58108.183593750007 84255.890625000015 4805.4782714843759 28.500000000000004 5006.9262695312509 3673.103149414063 20.500000000000004 2.5000000000000004 4417.2790527343759 23.500000000000004 21.500000000000004 4417.2790527343759 8.5000000000000018 4326.6347656250009 6.5000000000000009 4158.8854980468759 4.5000000000000009 7.5000000000000009 6.5000000000000009 4076.2145996093755 1.0000000180025095e-35 3.5000000000000004 -1.4999999999999998 2.5000000000000004 12.500000000000002 34.500000000000007 -8.4999999999999982 21398.625000000004 25918.428710937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 6 10 8 12 24 -1 -11 13 14 16 22 17 21 19 20 -19 -8 -16 -18 -9 -26 28 -28 -6 -30 right_child=1 2 -4 -5 26 -7 7 9 -10 11 -12 -13 -14 -15 15 -17 23 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.00016605807002917784 -0.0072515887001361702 -0.03728179742617755 -0.0045690711232174675 0.018416246524750955 0.00077591458940174047 0.0001475520520411703 0.0093794367972041114 -0.0096279784211801851 -0.011499256683912908 -0.022760092561696293 -0.022373876694239229 -0.0034636397198559697 -0.0016487990993706173 -0.00012023165217930684 0.020382342367037235 0.034222666980951513 0.020185376923194557 0.00071314814828734338 0.015610035857117441 -0.012392102231537461 0.029136060740390549 0.033434060985612829 -0.0096011223789389151 -0.0075489367586855007 -0.026825391188949822 0.01019563970267697 0.002038658528299717 -5.4600039766149086e-05 -0.006788703730374086 0.00033936181977773245 leaf_weight=50676.089301971369 28.904884181916714 9.4277986120432598 78.303055483149365 25.583027485758066 24618.518492624164 77321.415570744546 37.262540280818939 566.97706715762615 173.03373911976814 24.972304373979568 24.902258962392807 941.26412634551525 998.90202799998224 802.41223523020744 19.41231631487608 32.944263756275177 10.832157231867312 85.403822243213654 63.314783737063408 37.940967470407486 12.713300481438635 20.433497399091721 14.738980054855345 98.051861315965652 63.965321213006973 14.45429380238056 2769.2930108308792 159971.50399569236 735.91144175827503 2581.8902531638741 leaf_count=226371 167 71 580 137 102800 351798 204 2340 732 104 152 3908 4399 3325 96 144 67 380 265 165 57 85 67 468 258 61 14477 683641 3003 10451 internal_value=6.61376e-06 -0.00314811 -0.00808447 0.00479991 8.00402e-06 -7.05106e-05 -0.000378641 -0.00292283 -0.000370104 -0.00673599 -0.000176966 -0.00396236 0.000491761 0.00222246 0.00656332 0.0205915 0.00399133 0.00771068 0.00476243 -0.00028552 0.00439598 0.0178986 0.00744211 -0.00478983 -0.0108884 -0.0200017 6.23744e-05 -1.89799e-05 0.000536297 -0.00124169 internal_weight=322861 142.219 87.7309 54.4879 322719 132041 54720 4019.03 2407.4 1611.63 50701 966.236 2234.36 1235.46 433.048 67.0956 365.953 257.069 199.373 136.058 98.1171 57.696 34.1513 108.884 645.397 78.4196 190677 162741 27936.3 3317.8 internal_count=1410773 955 651 304 1409818 595446 243648 17125 10454 6671 226523 4012 9722 5323 1998 307 1691 1156 867 602 437 289 163 535 2659 319 814372 698118 116254 13454 is_linear=0 shrinkage=0.03 Tree=875 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 2 1 2 0 2 3 1 2 2 2 2 1 1 2 3 3 1 1 2 2 2 2 2 2 2 split_gain=1.7271 4.62987 9.7598 7.5302 5.15553 27.0734 26.199 20.1281 30.2335 18.7654 16.1368 10.3619 8.53524 10.7777 7.88839 6.94285 9.49833 11.5454 8.1222 18.9229 14.4497 9.33071 9.32684 7.51212 6.80872 16.0938 20.3735 16.8475 14.4514 14.0416 threshold=1.0619999766349795 13836.183105468752 12127.694824218752 49.500000000000007 2428.711791992188 2510.8642578125005 1.5000000000000002 3600.6882324218755 50.500000000000007 2643.0056152343755 1.0205000042915346 4.5000000000000009 4246.3449707031259 3991.455688476563 3093.6569824218755 2192.347534179688 1.0000000180025095e-35 -3.4999999999999996 2243.352905273438 1.0205000042915346 1.0205000042915346 1.0000000180025095e-35 1.5000000000000002 2292.840698242188 1707.8798828125002 249.24568176269534 370.03324890136724 173.86003112792972 1864.7654418945315 164.41123962402347 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 15 10 7 8 -7 -10 -6 -8 13 -9 -11 16 17 -1 20 21 22 -20 -17 -23 25 27 -27 29 -26 -18 right_child=-2 3 -4 -5 5 6 11 12 9 14 -12 -13 -14 -15 -16 18 24 -19 19 -21 -22 23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=0.0027256966257722566 1.275188926577672e-05 0.0025159824652825568 0.0071570662532673421 -0.0038912869322384469 -0.0032018396095720198 -0.011846677578299998 -0.0064885151234382122 0.0022816040423616142 0.017452896469001694 -0.018725228097481651 0.013273865780847443 7.5086258550185946e-05 -0.00018824114011396453 0.013624873647644954 0.0023113562173840969 -0.018756538286012651 0.00046125398161938008 -0.0017493822598511775 0.013192844661727854 -0.0037662385777630027 -0.0010520573373040965 -0.0073777332206107805 0.0028376629328737014 0.0060468798278625543 0.0088588296804568561 -0.013434896174867343 -0.00090615662765743544 0.005902289566222337 0.00076434218705996853 -0.028997452767983919 leaf_weight=633.74581404030323 306309.93754114228 237.7642218247056 192.2077514231205 540.04302081465721 68.730527460575104 238.83447459340096 594.90181547403336 3873.0132067352533 65.376318767666817 24.156255915760994 241.47240220010281 340.29631558805704 1450.8211319595575 76.882986277341843 47.764398068189621 96.11660960316658 1437.8303891569376 2862.2260710597038 97.772876113653183 609.98079925775528 169.68689450621605 56.481577947735786 22.149538844823837 111.71501451730728 301.62880179286003 136.89760315418243 796.22476682066917 673.84232873469591 580.61639383435249 14.711318761110304 leaf_count=3060 1336293 977 822 2247 293 1003 3156 19197 283 99 1020 2059 6234 338 194 403 6514 11653 446 2507 704 227 89 450 1211 674 3657 2797 2344 74 internal_value=2.89005e-05 0.000326992 0.000438118 -0.00193268 0.000355461 0.000958597 0.000558146 0.00131227 -0.0053979 0.00582005 0.0096234 -0.00410018 0.0017796 0.0025024 -0.00475428 -0.000136932 0.00020023 -0.000938145 -0.00229151 -0.000854626 -0.00666248 0.00582294 -0.0147123 0.0015388 0.00120986 0.000540322 -0.00274424 0.00198169 0.00353175 0.000162897 internal_weight=322904 16593.9 15816.1 777.807 15623.9 7022.25 6712.05 5776.85 376.131 137.297 310.203 935.198 5400.72 3949.9 71.9207 8601.63 7437.72 3495.97 1163.9 875.95 287.953 265.969 118.266 168.197 3941.75 3059.51 933.122 2126.38 882.245 1452.54 internal_count=1411025 74732 71508 3224 70686 33876 32563 27348 1579 576 1313 5215 25769 19535 293 36810 31984 14713 4826 3630 1196 1123 492 677 17271 13716 4331 9385 3555 6588 is_linear=0 shrinkage=0.03 Tree=876 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 2 1 2 0 2 3 2 2 2 2 2 0 1 2 1 1 2 3 3 1 1 2 2 2 2 split_gain=1.62565 4.35629 9.1958 7.08381 4.85465 25.5176 24.6851 18.9487 28.4499 17.7312 15.2302 10.3413 17.5317 8.03764 10.1302 7.42742 7.16918 6.79737 6.53266 8.93737 10.8667 7.63448 17.8193 13.5696 8.84242 8.75537 7.06922 6.67546 6.40636 15.1491 threshold=1.0619999766349795 13836.183105468752 12127.694824218752 49.500000000000007 2428.711791992188 2510.8642578125005 1.5000000000000002 3600.6882324218755 50.500000000000007 2643.0056152343755 1.0205000042915346 5832.3920898437509 7353.4816894531259 4246.3449707031259 3991.455688476563 3093.6569824218755 49.500000000000007 4.5000000000000009 2192.347534179688 1.0000000180025095e-35 -3.4999999999999996 2243.352905273438 1.0205000042915346 1.0205000042915346 1.0000000180025095e-35 1.5000000000000002 2292.840698242188 2385.3286132812505 1707.8798828125002 249.24568176269534 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 18 10 7 8 -7 -10 -6 17 16 14 -9 -11 -13 -8 19 20 -1 23 24 25 -23 -20 -26 -28 29 -21 right_child=-2 3 -4 -5 5 6 11 13 9 15 -12 12 -14 -15 -16 -17 -18 -19 21 28 -22 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.002646681293560924 1.2369316338080284e-05 0.0024404698164098588 0.0069511511823876779 -0.0037737628003048202 -0.0031043746980844531 -0.011491396892653149 -0.0080911374559737587 0.0022143928987919136 0.016997336460416342 -0.018174819165631479 0.012902717357266415 0.032917181097398815 -0.0033755986647308277 -0.00018259491805171257 0.013208676788973363 0.0022419800935434761 0.0092527709702915871 -0.0018667773609573365 -0.018166551083396938 0.0019218260364245534 -0.0016966393163456235 0.012853743388271728 -0.0036524231115417785 -0.0010204541643672065 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-0.00523962 0.00565711 0.00934913 -0.00398453 0.0013022 0.00172689 0.00242862 -0.00461261 0.0150449 -0.00587039 -0.000132848 0.000194215 -0.000910046 -0.00222295 -0.000829177 -0.00645911 0.00565806 -0.0142533 0.00149283 0.00586587 0.00117368 0.000524121 internal_weight=322898 16588.3 15810.4 777.921 15618.4 7017.73 6707.99 5774.48 375.857 137.025 309.735 933.513 245.444 5398.62 3947.81 71.9065 62.3294 688.068 8600.67 7436.93 3495.76 1163.74 875.64 288.103 265.523 118.409 168.175 111.707 3941.17 3058.96 internal_count=1411025 74732 71508 3224 70686 33876 32563 27348 1579 576 1313 5215 1082 25769 19535 293 300 4133 36810 31984 14713 4826 3630 1196 1123 492 677 450 17271 13716 is_linear=0 shrinkage=0.03 Tree=877 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 0 2 1 1 1 1 0 3 0 0 2 2 2 3 2 2 2 2 0 1 0 0 1 split_gain=1.55146 3.01092 7.9466 10.532 8.46387 7.30018 6.99023 7.92806 6.99426 6.68431 8.5434 4.97997 8.46384 4.95172 6.17121 6.23938 6.91123 6.7877 5.21518 4.28607 7.12027 10.7591 9.45813 8.38184 6.8939 6.42905 15.9784 6.02117 5.85523 6.64002 threshold=10.500000000000002 308.54922485351568 472.45382690429693 31.500000000000004 377.56446838378912 38.500000000000007 67.500000000000014 59.500000000000007 317.43702697753912 16.500000000000004 19.500000000000004 16.500000000000004 13.500000000000002 32.500000000000007 1.8989999890327456 59.500000000000007 58.500000000000007 263.64595031738287 257.27976989746099 2292.840698242188 1.247500002384186 2871.6833496093755 2871.6833496093755 2770.7851562500005 37774.541015625007 43.500000000000007 23.500000000000004 51.500000000000007 72.500000000000014 25.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 13 3 11 6 -6 7 8 -5 -10 -11 12 -3 -2 15 16 17 -15 -16 28 21 23 25 -21 27 26 -22 -23 -4 -30 right_child=1 2 19 4 5 -7 -8 -9 9 10 -12 -13 -14 14 18 -17 -18 -19 -20 20 22 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=3.6442145379058693e-05 0.0097115335806006661 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35.33954643458128 33.277396827936172 265.5582210123539 44.524381890892982 411.88088073581457 3670.8485558356624 31.112049713730812 13.438029155135153 122.50867084041238 21.734501823782921 125.65720631927252 61.80887533724308 23.963263034820557 leaf_count=1380167 142 227 3508 55 65 259 84 71 102 71 105 169 138 2632 46 362 148 298 225 1092 194 2353 16651 127 62 556 90 615 294 117 internal_value=2.71933e-05 -0.00044037 -0.000238319 0.00508021 0.0101042 0.0181743 0.00369245 0.00778944 0.00233285 -0.00272765 0.00620915 -0.00271159 0.0017868 -0.0025817 -0.003253 -0.0022628 -0.00359285 -0.00275592 -0.0142068 -0.000473279 -0.000133149 0.00235657 -0.000679939 0.00696265 -0.000123551 -0.00722888 0.000299338 -0.000654131 -0.00254243 0.00484866 internal_weight=322893 6263.21 5723.19 242.14 147.217 65.1798 82.0371 67.3053 52.5471 43.2924 27.4917 94.9229 66.4464 540.026 512.064 469.612 409.09 391.074 42.452 5481.05 4707.26 847.646 3859.62 296.67 550.976 188.768 66.2589 537.538 773.786 85.7721 internal_count=1411025 30858 27005 1346 812 324 488 404 333 278 176 534 365 3853 3711 3440 3078 2930 271 25659 21740 4249 17491 1219 3030 840 284 2968 3919 411 is_linear=0 shrinkage=0.03 Tree=878 num_leaves=31 num_cat=0 split_feature=3 2 2 0 0 1 2 1 2 2 1 2 0 2 2 3 2 2 2 2 3 1 1 2 2 1 0 2 2 0 split_gain=1.52531 4.10906 8.68982 6.65648 4.66299 4.5956 4.78986 5.31151 4.287 10.1109 21.2749 17.5095 26.773 16.7547 14.1772 14.401 11.7159 14.7391 9.90941 9.35332 8.74118 8.43539 10.228 6.99723 6.99447 6.57979 6.53504 6.25308 16.7576 9.75874 threshold=1.0619999766349795 13836.183105468752 11617.274414062502 49.500000000000007 49.500000000000007 7.5000000000000009 23484.753906250004 -2.4999999999999996 2343.383422851563 2510.8642578125005 1.5000000000000002 3600.6882324218755 50.500000000000007 2643.0056152343755 2428.711791992188 1.0205000042915346 5832.3920898437509 7353.4816894531259 2192.347534179688 4605.4538574218759 1.0205000042915346 1.0000000180025095e-35 -3.4999999999999996 2385.3286132812505 3093.6569824218755 39.500000000000007 49.500000000000007 6704.7329101562509 7700.5261230468759 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -3 -4 6 -5 -8 18 14 11 12 -11 -14 20 -16 25 26 21 -13 23 22 -1 -10 -15 -12 -18 29 -29 -21 right_child=-2 3 4 5 -6 -7 7 -9 9 10 16 19 13 24 15 -17 17 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0025688283588185365 1.1203002829128422e-05 0.0023609930296538285 -0.00083772644444173548 -0.0065487976586695905 0.0080775620784095739 0.010880458273955621 0.013134593189760142 -0.0023337786994808646 0.015289833216750157 -0.011148517355198149 -0.006125541390904714 0.0023171103087010025 0.016553193832742355 -0.017644127036611119 -0.0030306976026620385 0.012536457542081714 0.031383615906539909 -0.0024932471154846523 -0.0033368841686197007 0.0026462085979631128 -0.0029255003429791331 0.0011404828992027259 -0.0016465947488727387 0.00086334553585696856 0.002173599922115708 0.015602459442372776 0.0089408265097491203 0.0096588493837243671 -0.0012585287262185075 -0.0059597402471314558 leaf_weight=632.45529478043318 306307.66816033807 237.7703301012516 71.702457696199417 311.56342075020075 200.28916828334332 18.872405037283897 22.362087368965149 187.46724298596382 51.609319821000099 238.81573460996151 673.27923337370157 4059.7160264998674 64.859533503651619 24.123248487710953 68.781358763575554 240.46071909368038 15.513723790645598 172.26269175112247 793.98811241984367 177.54435661435127 244.78655718266964 3941.3780711516738 2863.0691354572773 73.141156330704689 47.765729859471321 12.781522542238234 47.218227475881577 162.64155769348145 570.01141380518675 357.11725208163261 leaf_count=3060 1336293 977 297 1294 865 78 101 774 222 1003 4073 20035 283 99 293 1020 85 737 3285 848 1009 17271 11653 310 194 60 215 688 2385 1518 internal_value=2.63745e-05 0.000306604 0.000411379 -0.00182182 0.00572731 -0.00366267 -0.00418908 -0.000685272 0.000318296 0.000847417 0.000490064 0.00117337 -0.00508733 0.00549785 0.00433453 0.00907402 -0.00374052 0.0020407 -0.00015114 0.00161476 0.000368355 0.00018898 -0.000883886 0.00683159 -0.00447649 -0.00572074 0.014491 -0.000635164 0.00116502 -0.00310197 internal_weight=322891 16583.3 15805.3 778.035 271.992 540.265 521.393 209.829 15533.3 7302.43 6623.65 5702.59 375.564 136.749 678.779 309.242 921.055 234.995 8230.89 5327.03 369.537 7436.9 3495.52 124.75 71.889 686.061 62.732 1267.31 732.653 534.662 internal_count=1411025 74732 71508 3224 1162 2247 2169 875 70346 35077 32223 27053 1579 576 2854 1313 5170 1037 35269 25474 1541 31984 14713 532 293 4133 300 5439 3073 2366 is_linear=0 shrinkage=0.03 Tree=879 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 0 2 1 1 3 1 1 2 3 0 0 0 2 0 1 1 2 2 2 3 2 2 2 split_gain=1.46096 2.85129 7.45783 9.85795 7.86747 6.67167 6.58871 7.35623 6.48983 6.34689 7.93105 4.81188 5.9123 6.06857 4.74251 8.29543 5.90398 6.52639 7.20651 5.96205 9.25155 7.66792 6.01665 5.82739 5.15211 4.04022 6.70358 10.0911 8.92794 7.91252 threshold=10.500000000000002 308.54922485351568 472.45382690429693 31.500000000000004 377.56446838378912 38.500000000000007 67.500000000000014 59.500000000000007 317.43702697753912 16.500000000000004 19.500000000000004 2.279500007629395 17.500000000000004 13.500000000000002 142.00050354003909 1.1980000138282778 64.500000000000014 59.500000000000007 58.500000000000007 224.80538177490237 31.500000000000004 22.500000000000004 11.500000000000002 282.07974243164068 202.10085296630862 2292.840698242188 1.247500002384186 2871.6833496093755 2871.6833496093755 2770.7851562500005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 14 3 11 6 -6 7 8 -5 -10 -11 -3 13 -13 -2 23 17 18 19 22 -21 -22 -17 24 -16 -4 27 29 -28 -27 right_child=1 2 25 4 5 -7 -8 -9 9 10 -12 12 -14 -15 15 16 -18 -19 -20 20 21 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=3.4557321514526348e-05 0.0046221933524826743 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54.205621764063835 17.188470467925072 7.6037039160728446 94.00799971818924 20.194671779870987 106.28911542147398 9.2972699850797635 13.067446481436489 265.45024843513966 188.25290299206972 550.88875444978476 3670.771698048804 31.095006659626961 leaf_count=1380167 416 56 3919 55 65 259 84 71 102 71 105 212 107 159 846 152 145 323 144 37 618 128 833 117 94 1092 840 3030 16651 127 internal_value=2.55837e-05 -0.000428215 -0.000231726 0.00491619 0.00976003 0.017504 0.00357208 0.00752681 0.00225407 -0.00265759 0.00599587 -0.00263572 -0.000371136 0.0036529 -0.00251411 -0.00362373 -0.00122366 -0.000182187 -0.00211314 -0.000817151 -0.0055625 -0.00769588 0.00372074 -0.0102921 -0.00843213 -0.000459585 -0.000129425 0.00228667 -0.000659994 0.00674862 internal_weight=322887 6261.13 5722.11 242.539 147.763 65.6299 82.1332 67.509 52.598 43.2107 27.585 94.7763 85.2127 67.6659 539.016 466.483 343.022 320.575 266.37 249.181 121.806 114.203 127.375 123.46 114.163 5479.57 4706.46 847.434 3859.02 296.545 internal_count=1411025 30858 27005 1346 812 324 488 404 333 278 176 534 478 371 3853 3437 2380 2235 1912 1768 783 746 985 1057 940 25659 21740 4249 17491 1219 is_linear=0 shrinkage=0.03 Tree=880 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 2 2 1 2 3 0 2 1 2 2 3 3 2 1 2 2 2 1 0 1 0 0 0 0 split_gain=2.9778 5.7676 13.4931 7.37186 7.88081 5.88528 5.38009 5.23086 4.52517 4.3843 3.45652 3.31661 3.4495 3.01669 2.84148 30.469 7.68763 7.1978 15.6759 18.6411 12.2111 30.6404 19.596 8.88596 8.93032 7.64464 6.7207 18.2727 10.1262 9.93499 threshold=-36.499999999999993 3325.9851074218755 7.7119998931884775 24241.001953125004 -48.499999999999993 2243.352905273438 16543.466796875004 29455.711914062504 -45.499999999999993 30553.010742187504 4.1315000057220468 51.500000000000007 619.68685913085949 -61.499999999999993 58108.183593750007 55938.710937500007 1.4100000262260439 28.166500091552738 43957.078125000007 1.5000000000000002 2192.347534179688 2817.958129882813 1707.8798828125002 -14.499999999999998 97.500000000000014 -2.4999999999999996 15.500000000000002 14.500000000000002 5.5000000000000009 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 4 13 10 -6 -5 -3 -9 11 12 -1 -4 15 17 -16 -2 19 20 22 -22 -19 -23 -25 -20 27 28 -17 -30 right_child=14 2 3 7 6 -7 -8 9 -10 -11 -12 -13 -14 -15 16 26 -18 18 25 -21 21 23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0030566895240730159 1.0426030903701307e-06 -0.0025567101559324412 -0.0132825022869841 0.019867300770097577 -0.010852674886550673 -0.026221248705660928 -0.039384572701561732 -0.043158555718941484 0.011942662200447303 -0.003389530128025107 0.012232011798159054 0.0041668815228939077 -0.02809172267700474 0.01476764507651614 -0.0043794943315471086 0.0082858452768176244 -0.00025156508913408361 -0.0064003435209873507 0.013652572095181562 -0.012408088644497838 -0.03006333322483537 0.02309182922733409 0.026910556101598124 -0.00037331568006160776 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-0.00521906 -0.00988904 -0.0169411 -0.000546706 -2.4571e-05 3.02693e-06 -0.000311646 -1.4642e-05 -0.00142189 -0.000549839 -3.62496e-05 -0.000360604 0.0127963 -9.35208e-08 -0.000136208 -0.00642276 0.00527338 0.00783862 0.00579852 -0.00283871 internal_weight=323028 241.145 185.453 94.7865 39.2593 55.6916 25.339 55.5272 90.6666 46.9641 38.1719 30.1134 20.0527 13.9203 322786 294477 28309.5 293493 3235.08 2754.71 2640.36 2575.27 65.092 2544.38 2529.47 480.369 983.937 475.23 424.21 94.8488 internal_count=1411738 2667 2332 1576 322 335 168 1254 756 1162 235 148 107 154 1409071 1272484 136587 1267707 20824 17586 17037 16567 470 16350 16081 3238 4777 2677 2462 402 is_linear=0 shrinkage=0.03 Tree=881 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 3 2 2 1 2 0 2 2 1 2 2 0 2 3 2 1 2 0 0 0 2 0 0 1 split_gain=2.79482 5.39558 12.6808 6.84322 7.10959 5.47169 6.49528 4.7283 4.44501 4.30492 3.98081 3.41263 3.09452 2.80409 2.70132 4.52052 12.2275 5.91777 6.53028 10.2947 5.32641 4.73429 4.54069 3.93458 3.5812 7.22858 5.51373 8.28584 7.10739 6.9438 threshold=-36.499999999999993 3325.9851074218755 7.7119998931884775 23484.753906250004 -40.499999999999993 922.17691040039074 1.532000005245209 12715.829589843752 29455.711914062504 -45.499999999999993 30553.010742187504 49.500000000000007 20123.864257812504 4246.3449707031259 -18.499999999999996 1864.7654418945315 1986.3098144531252 20.500000000000004 736.05068969726574 2.279500007629395 1338.8272094726565 -21.499999999999996 228.54534149169925 13.500000000000002 11.500000000000002 14.500000000000002 27647.242187500004 60.500000000000007 63.500000000000007 -23.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 9 4 7 -1 11 -4 -5 -3 -10 -7 -9 -11 15 17 -17 23 21 20 -20 -19 -23 -2 -18 -26 28 -28 -27 -30 right_child=14 2 3 8 -6 6 -8 12 10 13 -12 -13 -14 -15 -16 16 24 18 19 -21 -22 22 -24 -25 25 26 27 -29 29 -31 leaf_value=0.0041802010837878332 0.0048356767705493011 -0.0024750083288917462 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17.594703331589699 30.396570682525635 23.42750495672226 19.153597041964531 52.9243483543396 31.522908382117748 71.117049016058445 576.55011732131243 112.33163095638156 11.630188953131436 12.567679002881048 20.998834945261478 leaf_count=114 176 309 55 97 90 64 69 110 23 51 1139 88 62 396 1400940 60 2166 369 89 178 124 127 276 176 409 3166 495 150 63 107 internal_value=-2.62467e-05 -0.00325296 -0.000790228 -0.00842628 -0.0180872 -0.0114209 -0.0170651 -0.0075453 -0.00173215 0.00726759 -0.00543566 -0.0107251 0.000352109 0.0116741 -2.38334e-05 0.0013295 0.000451898 0.00483627 0.00722437 0.0145585 0.00475401 0.0033379 -0.00190611 -0.00359187 0.000791013 -0.000168647 0.000716087 0.00648422 -0.000455866 -0.0138753 internal_weight=323025 241.407 185.482 95.2333 38.979 55.9251 41.0676 23.2434 56.2543 90.2486 47.1587 32.0244 17.3373 62.1423 322784 1321.98 1057.36 264.616 206.192 71.4188 41.0222 134.773 72.0779 58.4241 1045.81 805.196 734.078 123.962 610.117 33.5665 internal_count=1411738 2667 2332 1576 317 335 221 227 1259 756 1162 152 172 447 1409071 8131 6616 1515 1163 391 213 772 403 352 6556 4390 3981 645 3336 170 is_linear=0 shrinkage=0.03 Tree=882 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 2 2 1 2 3 1 2 2 3 3 2 1 2 2 2 1 0 1 1 0 0 0 0 3 split_gain=2.62309 5.05027 11.9183 6.3497 6.82897 5.27513 4.94423 4.74423 4.09539 3.62332 3.21861 2.82805 2.67864 28.7058 7.23763 6.78012 14.7645 17.6158 11.5503 29.219 18.6535 8.47801 8.39187 7.20524 6.40016 6.36654 17.3098 9.56532 9.31624 7.86693 threshold=-36.499999999999993 3325.9851074218755 7.7119998931884775 24241.001953125004 -48.499999999999993 2243.352905273438 16543.466796875004 29455.711914062504 -45.499999999999993 30553.010742187504 1.1980000138282778 -61.499999999999993 58108.183593750007 55938.710937500007 1.4100000262260439 28.166500091552738 43957.078125000007 1.5000000000000002 2192.347534179688 2817.958129882813 1707.8798828125002 -14.499999999999998 97.500000000000014 -2.4999999999999996 -7.4999999999999991 15.500000000000002 14.500000000000002 5.5000000000000009 10.500000000000002 4.4095001220703134 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 4 11 10 -6 -5 -3 -9 -1 -4 13 15 -14 -2 17 18 20 -20 -17 -21 -23 -18 -16 26 27 -15 -29 -27 right_child=12 2 3 7 6 -7 -8 9 -10 -11 -12 -13 14 25 24 16 23 -19 19 21 -22 22 -24 -25 -26 29 -28 28 -30 -31 leaf_value=-0.015864947142918594 1.759192526875607e-06 -0.0023960745166596797 -0.012511771355767295 0.019315318248733601 -0.0094694997530271816 -0.024537499842049785 -0.03646996108742754 -0.038390964744048975 0.011411583341920524 -0.0031723612504027036 0.0020377607506208849 0.014611485185188412 -0.004249996589336006 0.0080636372139833348 0.0029244176243409556 -0.0062023230660983681 0.013356247601801083 -0.012085423719350671 -0.029544675383028327 0.022798983874330863 0.026354211387152909 -0.00036122097434719742 0.012850934205786224 -0.0069246669247996287 -0.00030873848948490131 0.0048109113171785067 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3.67956e-06 -0.000301842 -1.34595e-05 -0.00137964 -0.000533226 -3.47807e-05 -0.000349533 0.0124779 3.08204e-07 -0.000131236 -0.00623505 -0.000243564 0.00512262 0.00762406 0.00563848 -0.00274877 0.00279155 internal_weight=323024 241.65 185.514 95.6798 40.0154 56.1362 26.0294 55.6644 89.8342 47.3461 38.3494 13.986 322783 294473 28309.8 293490 3233.33 2753.35 2639.47 2574.7 64.7658 2544.21 2529.62 479.977 27898 982.652 474.005 423.235 94.9291 508.647 internal_count=1411738 2667 2332 1576 322 335 168 1254 756 1162 235 154 1409071 1272484 136587 1267707 20824 17586 17037 16567 470 16350 16081 3238 134791 4777 2677 2462 402 2100 is_linear=0 shrinkage=0.03 Tree=883 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 2 2 1 2 1 3 3 3 2 1 3 2 2 2 3 3 2 1 2 2 2 1 0 1 split_gain=2.46328 4.73081 11.2044 5.89509 6.12344 4.89243 4.35587 4.01203 3.89454 3.34328 4.55106 3.0853 5.6675 3.01267 2.89699 2.83005 4.03678 2.69408 2.52033 27.0459 6.81435 6.38282 13.9039 16.6472 10.9236 27.8586 17.7528 8.13109 7.88657 6.80518 threshold=-36.499999999999993 3325.9851074218755 7.7119998931884775 23484.753906250004 -40.499999999999993 2243.352905273438 12715.829589843752 29455.711914062504 -45.499999999999993 72035.476562500015 -54.499999999999993 28.166500091552738 40.666500091552741 1.1980000138282778 20123.864257812504 -46.499999999999993 21.500000000000004 4246.3449707031259 58108.183593750007 55938.710937500007 1.4100000262260439 28.166500091552738 43957.078125000007 1.5000000000000002 2192.347534179688 2817.958129882813 1707.8798828125002 -14.499999999999998 97.500000000000014 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 4 6 13 -4 -5 -3 15 -11 -12 -13 -1 -8 16 -9 -10 19 21 -20 -2 23 24 26 -26 -23 -27 -29 -24 right_child=18 2 3 7 -6 -7 14 9 17 10 11 12 -14 -15 -16 -17 -18 -19 20 -21 -22 22 29 -25 25 27 -28 28 -30 -31 leaf_value=-0.015322296001741648 1.7064094178631226e-06 -0.0023198054461311224 -0.028844672993711858 0.016916601436359702 -0.030911413619289785 -0.023602267589963748 0.010130858696695409 -0.0080339143247860467 -0.0055319847465007989 0.025888103263008739 0.0057405443326358748 -0.048740810793269793 0.0036502437378316639 0.0019787114899805069 -0.01512852755540119 -0.0017775665426837375 -0.04218221960986996 0.013525710288780643 -0.0041248425776507424 0.004975435644839328 -0.00023625415686951749 -0.0060109687427527892 0.013078846833185324 -0.011771318261288096 -0.029030265051563423 0.022538302206455346 0.025804835933311662 -0.00035037277924223671 0.012450352231667544 -0.0067201534319900891 leaf_weight=14.647412642836569 290257.07193180104 28.212864805012941 6.0604009898379472 8.8595967888832075 16.183492634445429 17.934532403945923 10.918524708133193 7.245024226605894 7.6257843039929858 5.8141651256009927 10.75566098093987 3.3044545724987975 4.2462993916124105 23.739840436726809 6.5306234620511523 10.694857569411395 5.4662309261038899 53.597537036985159 411.56972558796406 981.42061926051974 27898.17567620147 27.628518491983414 16.169240053743124 113.42394107580185 30.102238640189171 14.325474372133611 36.818985018879175 2485.6652756147087 44.085608348250389 463.43747102469206 leaf_count=66 1246883 309 55 97 90 100 110 87 51 570 87 45 195 169 62 105 73 396 1796 4777 134791 194 137 549 217 269 276 15863 218 3101 internal_value=-2.46899e-05 -0.00305128 -0.000739344 -0.00785258 -0.0167095 -0.0106664 -0.00693314 -0.00161779 0.00690225 -0.00507284 0.00276524 -0.00457864 -0.0192778 -0.00462283 0.000677128 -0.0131502 -0.0227187 0.0111519 -2.24223e-05 3.56997e-06 -0.000292787 -1.30559e-05 -0.00133896 -0.000517486 -3.37291e-05 -0.00033915 0.0121655 3.31661e-07 -0.000127296 -0.00605266 internal_weight=323022 241.837 185.516 96.0793 39.693 56.3218 23.5095 56.3863 89.4362 47.5267 24.1206 18.3064 7.55075 38.3873 17.4491 23.4061 12.7113 61.2233 322780 294470 28309.7 293489 3231.66 2752.05 2638.63 2574.18 64.4475 2544.08 2529.75 479.607 internal_count=1411738 2667 2332 1576 317 335 227 1259 756 1162 897 327 240 235 172 265 160 447 1409071 1272484 136587 1267707 20824 17586 17037 16567 470 16350 16081 3238 is_linear=0 shrinkage=0.03 Tree=884 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 2 3 2 1 0 2 1 2 1 2 2 0 2 3 2 1 2 0 0 0 0 2 0 0 split_gain=2.31163 4.43408 10.5302 5.49209 5.95005 4.56934 4.54931 6.74345 4.30232 3.70361 3.53228 3.20212 2.65427 2.56698 2.45789 4.3255 11.3394 5.59518 6.23069 9.95205 5.03891 4.48063 4.39346 5.46726 3.68431 3.24102 6.78894 5.15407 8.08986 6.65656 threshold=-36.499999999999993 3325.9851074218755 7.7119998931884775 24241.001953125004 -48.499999999999993 16543.466796875004 922.17691040039074 1.5979999899864199 29455.711914062504 -45.499999999999993 49.500000000000007 30553.010742187504 -61.499999999999993 4246.3449707031259 -18.499999999999996 1864.7654418945315 1986.3098144531252 20.500000000000004 736.05068969726574 2.279500007629395 1338.8272094726565 -21.499999999999996 550.44073486328136 59.500000000000007 13.500000000000002 11.500000000000002 14.500000000000002 27647.242187500004 60.500000000000007 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 9 4 12 -6 -1 10 -5 -3 -8 -10 -4 -11 15 17 -17 24 21 20 -20 -19 23 -23 -2 -18 -27 29 -29 -28 right_child=14 2 3 8 5 -7 7 -9 11 13 -12 -13 -14 -15 -16 16 25 18 19 -21 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.0039804596760872743 0.0047057312454327057 -0.0022461013758169036 -0.011804436016055506 0.01876905186221059 -0.0082420800742267555 -0.033903434776478815 0.0046185540539504391 -0.038130269433796056 -0.03551981155892308 -0.0053481404217396696 -0.016164859313688572 -0.002923917171716109 0.014448119323605671 0.013238099614353118 -2.7054774355152044e-05 -0.02895224987444988 0.0038057035851161596 0.0091327217681787445 -0.00746251932518533 0.027385885090734446 0.013791883625651757 0.0060640165263427647 -0.020575675526961556 -0.014750395285480689 -0.010401632008241554 -0.0089987087000867536 0.00031559203204059127 0.0038368433101188962 0.030427354461845659 -0.013399376592314254 leaf_weight=14.793038122355936 26.822004534304142 28.263699926435947 7.8122650347650051 8.0854127407073957 9.9881266774609703 16.664599048439413 11.243648283183573 9.1546518430113775 2.8871396258473387 7.6508956102188668 21.306075021624565 44.816362106474116 6.2304234411567432 53.126361437141895 321457.65207017609 11.704699650406836 239.36448956636013 62.376617215573788 17.654728397727013 29.927066937088966 23.271205455064774 47.432908989489079 9.749464347958563 14.933195129036902 31.698335073888302 71.438494496047497 576.46393436938524 112.20570439845324 11.337988976389168 33.712101489305496 leaf_count=114 176 309 82 92 74 94 66 67 23 51 88 1139 72 396 1400940 60 2166 369 89 178 124 278 50 75 176 409 3166 495 150 170 internal_value=-2.39473e-05 -0.00295477 -0.000713947 -0.00757995 -0.0159603 -0.0242868 -0.0103132 -0.0153833 -0.00146686 0.00672602 -0.00898565 -0.00489671 -0.000156771 0.0108984 -2.17497e-05 0.00127009 0.000411773 0.00470587 0.00703797 0.0142377 0.00462311 0.00324502 -0.00184757 0.00108013 -0.00347738 0.00074082 -0.000170336 0.000689237 0.00627714 -0.000442157 internal_weight=323020 242.023 185.525 96.4843 40.6954 26.6527 56.4974 41.7044 55.7889 89.041 32.5497 47.7035 14.0427 60.7773 322778 1320.09 1056.23 263.866 205.345 70.853 40.9259 134.492 72.1156 62.3661 58.5203 1044.52 805.158 733.72 123.544 610.176 internal_count=1411738 2667 2332 1576 322 168 335 221 1254 756 154 1162 154 447 1409071 8131 6616 1515 1163 391 213 772 403 353 352 6556 4390 3981 645 3336 is_linear=0 shrinkage=0.03 Tree=885 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 1 0 2 2 1 2 2 0 2 0 2 1 2 2 0 2 0 2 1 0 2 2 2 3 0 split_gain=2.94194 10.3697 5.00034 25.9552 20.4062 20.0382 19.9457 46.3549 35.6062 24.0805 16.7622 12.9814 17.5062 15.6579 22.956 15.634 11.3149 10.6516 10.9919 10.6365 8.88274 8.4117 25.5168 13.4029 13.0266 23.8968 8.28631 8.20488 7.87928 7.6946 threshold=15.500000000000002 8.5000000000000018 13264.737792968752 10120.596191406252 -3.4999999999999996 3.5000000000000004 14.500000000000002 13836.183105468752 35189.248046875007 -1.4999999999999998 58108.183593750007 8055.6518554687509 4.5000000000000009 7510.0949707031259 3.5000000000000004 7188.3642578125009 1.0000000180025095e-35 72035.476562500015 61082.773437500007 7.5000000000000009 94494.871093750015 3.5000000000000004 10603.448730468752 1.0000000180025095e-35 2.5000000000000004 11873.722656250002 11333.392578125002 8598.4760742187518 5.9049999713897714 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 5 26 11 -4 9 -9 -8 -10 13 16 15 -15 -1 -13 18 -12 -17 -19 22 23 -6 25 -24 28 29 -5 -14 right_child=-2 -3 6 4 21 -7 7 8 10 -11 17 12 27 14 -16 19 -18 20 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0001596594870249149 -6.1058807450172897e-05 0.0050598606080463192 0.00023226650926580589 0.017730009346962037 0.0063311927408019374 -0.0052284348710762065 -0.0085556914559786652 -0.0095939779798580611 0.011052380543515166 0.019920161829728229 0.003025734512160531 0.0031240578274836558 0.0033289058115902443 -0.024163926555638929 -0.0029124492609780058 0.0019047538615517699 0.018705557679677531 0.011438644848921212 -0.016336516624002789 0.013528156242384367 0.0012113251363690782 -0.0034463866066741637 -0.012528943280531619 -0.024246258770075073 0.027553194833715076 0.022364940567762941 0.0095525275434357459 0.00055324318604788156 -0.0075556902221982332 0.014452409496473341 leaf_weight=21208.931965325552 257103.39269992965 387.01968036592007 36681.06360002805 13.753993444144724 20.522160887718201 599.34823878109455 30.794766165316105 212.4752704501152 230.33599982410669 202.34721770882607 50.267554402351379 72.878409205470234 204.10123185813427 53.241078346967697 324.99299644678831 154.72222663462162 98.81908954679966 97.784899100661278 55.547548711299896 130.7188918441534 349.98307704925537 3262.9652900397778 35.240637253969908 34.743267863988876 34.034285724163055 35.414840999990702 168.79732362180948 961.13642268255353 57.289274871349335 77.115293055772781 leaf_count=101362 1092899 1679 182372 69 144 2816 166 877 937 872 204 512 893 262 1409 734 426 393 223 547 1448 13641 255 165 185 278 906 4150 312 321 internal_value=-1.52359e-05 0.000163684 0.000134736 -0.000172848 -0.00252438 0.000187743 0.000358251 0.00411676 0.00129907 0.0161589 0.00425155 0.000327144 0.00311292 0.000147045 -0.00590385 0.000253522 0.0120919 0.00142185 -0.00713846 0.00722774 0.0034448 -0.00311711 0.00359983 -0.0128917 0.0123057 0.00496101 0.00593494 0.00187199 -0.00266037 0.0063792 internal_weight=322950 65846.4 65459.4 27548.8 3662.76 23886 37910.6 1229.54 996.394 233.142 783.919 23286.7 1414.05 21872.6 378.234 21494.4 171.697 553.583 105.815 285.441 447.768 3422.92 159.955 55.2654 104.69 70.6555 239.841 1242.35 71.0433 281.217 internal_count=1411457 318558 316879 129387 15955 113432 187492 5120 4082 1038 3205 110616 6302 104314 1671 102643 938 2268 427 1281 1841 14668 1027 309 718 533 1287 5364 381 1214 is_linear=0 shrinkage=0.03 Tree=886 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 1 1 split_gain=2.76837 9.75597 4.71862 21.5963 28.5891 33.4802 19.6287 20.3321 20.3351 15.8033 15.3516 22.8326 10.0195 10.3319 9.03729 11.8635 18.2511 10.6967 10.1987 8.51538 8.46623 8.35892 7.45645 6.82576 10.095 19.9921 11.7219 8.16336 6.63274 6.02199 threshold=15.500000000000002 8.5000000000000018 5.9049999713897714 12715.829589843752 13836.183105468752 35189.248046875007 10120.596191406252 -2.4999999999999996 11087.062988281252 58108.183593750007 13264.737792968752 -1.4999999999999998 72035.476562500015 61082.773437500007 9416.2739257812518 5699.5627441406259 6113.6403808593759 5342.6640625000009 8598.4760742187518 12127.694824218752 -10.499999999999998 94494.871093750015 1.0000000180025095e-35 1.5000000000000002 1921.9818115234377 1023.0205383300782 3383.5720214843755 3827.336303710938 -17.499999999999996 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 10 -6 14 -8 -9 -7 22 -12 13 -11 15 17 -17 20 -18 -10 28 -14 -5 -22 25 -25 -26 -28 -1 -21 right_child=-2 -3 -4 4 5 9 7 8 19 12 11 -13 21 -15 -16 16 18 -19 -20 29 23 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=0.0027458652267577616 -5.9227059446665452e-05 0.0049077022024402971 6.1728237151415478e-05 0.011808174215577347 -0.00929483320979025 0.010733617839856102 0.010676800155307078 -0.014235587225018966 0.00059564976655249147 0.0029356279214048306 -0.008265567585740409 0.019424346167438569 0.011095814361210489 -0.015833995149189772 0.007448907861722474 -0.028358453631542279 0.0037410301469657089 0.021984660021749505 -0.010488348920371831 -0.013444321768900607 0.0018118227424829105 0.0011747390352837093 0.00029183313796090059 -0.0035292758288126332 0.024105800716267802 -0.035099302770328786 -0.016866933787029831 0.014305731241438652 -0.033698891961396693 -0.0032706239240411455 leaf_weight=7.5035416263854158 257103.26876316685 387.04783530533314 60982.020597171388 81.088208317756653 212.73019675910473 230.06527754664421 71.946780495345592 197.08750772476196 281.25602668523788 50.256351560354233 30.917495884001255 201.30283941328526 97.782032310962677 55.590454310178757 182.11882358789444 29.002379328012466 99.509535297751427 22.112429797649384 83.265739038586617 86.609498634934425 1641.8447428576183 350.05535636097193 134.57480655610561 107.75254346430302 21.051113247871399 21.686479702591896 19.452117770910267 12.367953926324843 11.206741900532505 132.42621152102947 leaf_count=68 1092899 1679 293940 375 877 937 369 805 1150 204 166 872 393 223 760 119 409 91 347 371 11022 1448 545 461 88 92 86 51 77 533 internal_value=-1.47777e-05 0.000158792 0.00013071 0.00107126 0.00408973 0.00126009 -0.000368463 -0.00450718 -0.00607367 0.00412497 0.0103853 0.0157377 0.00137896 -0.00692213 0.0010411 0.000479171 -0.00624955 0.00124325 -0.00274136 -0.00285832 0.000994376 0.00334093 0.00462192 0.00120031 -0.00430683 -0.00881858 0.00673881 -0.00475062 -0.0190831 -0.00729343 internal_weight=322945 65841.6 65454.6 4472.56 1444.36 996.48 3028.2 769.326 697.379 783.749 447.883 232.22 553.684 105.847 2258.87 2076.76 211.778 1864.98 182.775 500.292 1842.87 447.837 215.663 1824.15 182.31 129.439 52.8712 31.8201 18.7103 219.036 internal_count=1411457 318558 316879 22939 6040 4082 16899 3228 2859 3205 1958 1038 2268 427 13671 12911 875 12036 756 2054 11945 1841 920 11800 778 553 225 137 145 904 is_linear=0 shrinkage=0.03 Tree=887 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 1 0 2 2 1 2 2 0 2 0 2 1 0 2 2 2 0 2 1 0 2 2 2 1 0 split_gain=2.60502 9.17873 4.62964 23.9921 18.8018 18.7561 17.6451 41.5032 31.483 21.6503 14.8996 12.1391 16.4604 14.7684 21.6797 14.7053 10.522 10.0035 9.4255 9.71339 7.86669 7.84935 24.1682 12.751 12.3822 22.6168 7.81788 7.7438 7.5541 20.8045 threshold=15.500000000000002 8.5000000000000018 13264.737792968752 10120.596191406252 3.5000000000000004 -3.4999999999999996 14.500000000000002 13836.183105468752 35189.248046875007 -1.4999999999999998 58108.183593750007 8055.6518554687509 4.5000000000000009 7510.0949707031259 3.5000000000000004 7188.3642578125009 1.0000000180025095e-35 7.5000000000000009 72035.476562500015 61082.773437500007 94494.871093750015 3.5000000000000004 10603.448730468752 1.0000000180025095e-35 2.5000000000000004 11873.722656250002 11333.392578125002 8598.4760742187518 -10.499999999999998 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 11 26 -4 9 -9 -8 -10 13 16 15 -15 28 -13 -17 19 -12 -20 22 23 -7 25 -24 -5 -14 29 -1 right_child=-2 -3 6 5 -6 21 7 8 10 -11 18 12 27 14 -16 17 -18 -19 20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0028506668769252242 -5.7450284737230736e-05 0.0047601765603698413 0.00022345810796533836 -0.0026417402696941616 -0.0050742513404782429 0.0061619680625161358 -0.0079865865343299088 -0.0090057381929365757 0.010424292845453199 0.018941760182784873 0.0028481953963624333 0.0030343349455030427 0.0061819207900537685 -0.02351701717990989 -0.0028365871508364833 0.0018460144255097477 0.01805264100683877 0.01312166981266283 0.010763923812460089 -0.015349279330617641 0.0011392665347421758 -0.0033146870144925883 -0.012193818170238575 -0.023749349789923616 0.026935110944184156 0.021833908236232324 0.009230073335615924 0.00052060438653360019 0.00021724474982420501 -0.01326368157642765 leaf_weight=154.70449914684286 257103.14814431383 387.07139115035534 36679.231898311409 71.069486076943576 598.16410352289677 20.448163364082575 31.035719946026802 212.96858656406403 229.7895779311657 200.25460658967495 50.245270386338234 72.740057371091098 281.04365566372871 53.071256168186665 325.03783905506134 154.70124395191669 99.303592696785927 130.58861999213696 97.773211255669594 55.625022515654564 350.12522824853659 3263.7607190608978 35.129938364028931 34.413826793432236 33.772495537996292 35.188384015113115 167.77755445241928 961.0154029019177 20918.333892724244 135.05360724031925 leaf_count=1197 1092899 1679 182372 381 2816 144 166 877 937 872 204 512 1214 262 1409 734 426 547 393 223 1448 13641 255 165 185 278 906 4150 99486 679 internal_value=-1.43328e-05 0.000154041 0.000126802 -0.000169182 0.000177485 -0.00243044 0.00034188 0.00387955 0.00122231 0.0153284 0.00400226 0.000312393 0.00300622 0.000138223 -0.00573928 0.00024162 0.0117029 0.00700733 0.00133741 -0.00671289 0.00324026 -0.00299764 0.00351232 -0.0126008 0.0120049 0.00483419 0.00569759 0.0018016 0.000150608 -0.00466008 internal_weight=322943 65839.4 65452.4 27545.3 23883.8 3661.56 37907 1227.82 996.527 231.29 783.558 23285.6 1414.1 21871.5 378.109 21493.4 172.044 285.29 553.769 105.87 447.898 3422.71 158.953 54.862 104.091 70.3183 238.847 1242.06 21208.1 289.758 internal_count=1411457 318558 316879 129387 113432 15955 187492 5120 4082 1038 3205 110616 6302 104314 1671 102643 938 1281 2268 427 1841 14668 1027 309 718 533 1287 5364 101362 1876 is_linear=0 shrinkage=0.03 Tree=888 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 1 2 0 0 0 2 2 2 2 2 2 2 1 2 2 1 2 2 1 1 2 2 1 0 2 split_gain=2.45136 8.63573 4.38524 18.7376 12.976 23.4452 12.7006 12.4316 11.1601 7.96951 14.0071 16.106 17.953 15.2192 8.05155 24.0071 14.2979 12.8084 12.8269 20.8144 7.22545 7.19017 6.57236 6.0783 5.81052 5.53143 21.3151 17.6684 16.953 29.7995 threshold=15.500000000000002 8.5000000000000018 814.81753540039074 4.5000000000000009 844.91958618164074 1.0000000180025095e-35 789.36499023437511 11.500000000000002 14.500000000000002 10.500000000000002 325.14366149902349 358.41200256347662 377.56446838378912 186.24382019042972 667.89181518554699 640.43759155273449 679.17321777343761 1.5000000000000002 464.60191345214849 342.01971435546881 1.0000000180025095e-35 496.29238891601568 215.8664245605469 -2.4999999999999996 1.0000000180025095e-35 13264.737792968752 10120.596191406252 -3.4999999999999996 12.500000000000002 20123.864257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 9 -8 -9 14 13 -12 -13 24 15 17 -16 18 19 22 -18 -20 -5 -10 -11 26 -6 -28 -27 -30 right_child=-2 -3 4 6 25 -7 7 8 23 10 11 12 -14 -15 16 -17 20 -19 21 -21 -22 -23 -24 -25 -26 28 27 -29 29 -31 leaf_value=-0.025618994763551808 -5.5726773597184387e-05 0.0046171373746769452 0.0018529280605633089 -0.0010716119015030262 0.00012258722244750449 -0.014497495324633746 -0.01890749220156308 0.018121670796287157 -0.012472711506893048 0.016569890050635985 0.0069371183394314577 -0.032970286023453997 -0.00079578436870597613 -0.021531802728844161 0.022103569736532849 -0.015314301891673498 0.010746943276514157 -0.015504572844443391 0.029184689800494282 -0.016544052098620927 -0.0045896720834469138 0.0082902505396843656 0.019990523979472145 0.0061958863324253254 -0.0073828800276795553 7.6463684698027161e-05 0.0055421244219131327 -0.0029079412370811462 0.0044240929900767039 -0.00011120760063813417 leaf_weight=22.994335887953639 257103.03081820114 387.0907107591629 164.58687873184681 24.94228757917881 21006.922305724176 151.65922121703625 16.40086829662323 74.795464247465134 16.657003924250603 16.388602621853352 266.45208244025707 15.819104567170141 1171.1719975098968 56.344056904315948 52.995952740311623 65.175039529800415 55.82802102714777 27.057552315294743 15.82902532815933 51.314827658236027 54.770124495029449 233.09524319320917 28.650093607604504 272.18861988186836 20.5364123955369 32626.358010948286 238.19952580332756 3422.4110247418284 2351.2243223078549 2927.1502721682191 leaf_count=147 1092899 1679 768 180 99851 662 74 342 83 144 1315 73 5315 293 246 298 323 129 101 261 231 1107 156 1187 146 165098 1287 14668 10400 11994 internal_value=-1.39013e-05 0.000149438 0.000123014 0.00134028 7.34741e-05 -0.00598809 0.00158469 0.0066414 0.0077937 0.000693483 -0.000451539 0.000271664 -0.00122458 -0.0117215 0.00359842 0.00151055 0.00929131 0.0043895 0.00591081 -0.00288782 0.00315198 0.00961892 0.0101881 0.00511932 0.00324819 0.00010411 -0.00024554 -0.00235809 0.000331654 0.00190902 internal_weight=322938 65835 65447.9 2559.41 62888.5 316.246 2536.41 380.042 363.641 2156.37 1546.71 1453.44 1186.99 93.2691 609.658 446.064 163.594 380.889 353.831 104.907 110.598 248.924 53.5924 288.846 36.925 62572.3 24667.5 3660.61 37904.7 5278.37 internal_count=1411457 318558 316879 12151 304728 1430 12004 1686 1612 10318 7286 6703 5388 583 3032 2232 800 1934 1805 597 554 1208 336 1270 290 303298 115806 15955 187492 22394 is_linear=0 shrinkage=0.03 Tree=889 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 1 1 2 2 2 2 2 split_gain=2.30681 8.12493 4.33431 19.1734 25.9828 29.9097 17.2506 18.4172 19.1292 14.0474 12.8278 20.5513 8.86716 9.13343 8.5423 11.1904 17.135 10.229 9.51699 8.43673 7.98915 7.40394 6.91011 6.52357 6.46596 9.24566 19.0071 11.3263 6.05732 5.97696 threshold=15.500000000000002 8.5000000000000018 5.9049999713897714 12715.829589843752 13836.183105468752 35189.248046875007 10120.596191406252 -2.4999999999999996 11087.062988281252 58108.183593750007 13264.737792968752 -1.4999999999999998 72035.476562500015 61082.773437500007 9416.2739257812518 5699.5627441406259 6113.6403808593759 4905.5217285156259 8598.4760742187518 -10.499999999999998 12127.694824218752 94494.871093750015 1.0000000180025095e-35 -17.499999999999996 1.5000000000000002 1921.9818115234377 1023.0205383300782 3383.5720214843755 11873.722656250002 55938.710937500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 10 -6 14 28 -9 29 22 -12 13 -11 15 17 -17 19 -18 23 -10 -14 -5 -1 -21 26 -26 -27 -8 -7 right_child=-2 -3 -4 4 5 9 7 8 20 12 11 -13 21 -15 -16 16 18 -19 -20 24 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.0021125301053619904 -5.4055016080013958e-05 0.004478441901776568 5.3239809470475983e-05 0.011568142540744257 -0.0087891057563598933 0.007817072966145866 0.017759872422296707 -0.013612697506866245 0.00076418117533285843 0.0027666736065259921 -0.0078667352817134526 0.01836215840082709 0.010445867059499748 -0.014878107738320923 0.0072191562763267774 -0.027525614251419472 0.0035661295311109442 0.016840862036032057 -0.01017743281542104 0.0016648565805384111 -0.0068716907236312076 0.0011082283959892747 0.00046950975017672245 -0.034646253820231433 -0.0034320495896796974 0.023292651797750398 -0.034326866736667058 -0.0056691910358593273 7.0190665283684469e-05 0.02027258416417466 leaf_weight=7.3602360706427161 257102.91661251476 387.10613006353378 60971.798137889593 80.771106950938702 213.11436261236668 186.94358624517918 41.287111893296242 197.21681843698025 281.37092697620392 50.234750762581825 31.086568530648947 198.9555933624506 97.759145252406597 55.652090460062027 181.99382463097572 28.980317190289497 99.515325993299484 36.809552848339081 83.307371705770493 1630.5722415754572 219.53409399092197 350.18620007485151 134.66208784282207 10.607135019381529 107.64571738243103 21.147039845585823 21.50195623934269 28.573362678289413 30.138627503067255 42.569290429353714 leaf_count=67 1092899 1679 293940 375 877 758 203 805 1150 204 166 872 393 223 760 119 409 152 347 10979 904 1448 545 73 461 88 92 124 166 179 internal_value=-1.34832e-05 0.000144976 0.000119343 0.0010211 0.00386828 0.00117567 -0.000334922 -0.00421395 -0.00569844 0.00388665 0.00989123 0.0148177 0.00130049 -0.00650708 0.000987079 0.000440745 -0.00609374 0.00118316 -0.00269644 0.000867766 -0.00258243 0.00314607 0.00463066 -0.0195882 0.00107089 -0.00434375 -0.00857577 0.00664884 0.0102956 0.0101273 internal_weight=322931 65828.4 65441.3 4469.5 1441.93 996.459 3027.56 769.548 698.122 783.345 445.475 230.042 553.832 105.887 2258.01 2076.02 211.803 1864.22 182.823 1827.41 500.905 447.945 215.433 17.9674 1809.44 178.868 129.148 49.7204 71.4257 229.513 internal_count=1411457 318558 316879 22939 6040 4082 16899 3228 2859 3205 1958 1038 2268 427 13671 12911 875 12036 756 11884 2054 1841 920 140 11744 765 553 212 369 937 is_linear=0 shrinkage=0.03 Tree=890 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 1 0 0 0 0 1 3 2 2 2 2 2 1 0 0 1 1 0 2 2 1 3 2 3 0 split_gain=1.51444 4.95895 6.23568 7.18339 5.19245 4.78322 7.07663 7.70863 6.19477 9.49774 6.54964 4.38102 9.16326 8.18734 6.86849 13.1496 9.84714 7.38811 5.89074 5.64638 5.14803 4.69532 9.52351 5.23032 8.82866 4.08192 3.75735 3.71783 5.58059 4.84912 threshold=-18.499999999999996 2.5000000000000004 -65.499999999999986 89440.765625000015 84255.890625000015 -23.499999999999996 6.5000000000000009 12.500000000000002 19.500000000000004 9.5000000000000018 -46.499999999999993 2.0774999856948857 4417.2790527343759 3600.6882324218755 5342.6640625000009 767.85998535156261 521.58471679687511 -24.499999999999996 55.500000000000007 49.500000000000007 -32.499999999999993 -25.499999999999996 24.500000000000004 3325.9851074218755 1099.1130981445315 -32.499999999999993 2.3904999494552617 3673.103149414063 1.6674999594688418 50.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 11 8 -7 -8 9 10 -6 12 13 18 15 16 26 21 -3 -14 -20 23 -23 24 -17 -26 -13 29 -29 -15 right_child=-2 4 -4 -5 5 6 7 -9 -10 -11 -12 14 19 27 -16 17 -18 -19 20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.084276012815106743 -5.3102468617953801e-06 0.0020256209195770466 0.016511198158644044 0.030369054471957022 0.032297091421702423 0.0057071580803974642 -0.037887972774890449 -0.0083264274428209474 0.020688562804816926 -0.026971801955505467 -0.0023243311280773098 -0.011286037967889144 0.00022987353007257108 -0.034721787237345897 0.00055575765611433521 0.0213798057429632 -0.016332602414724506 0.014114867361877465 -0.023996984407291456 0.016020715443119768 -0.0043512887479112347 0.010968116306787156 -0.030782434408791883 0.012390377545883685 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0.00296217 0.00116802 -0.00144078 -0.00366796 0.00222383 0.00586036 -0.00442869 0.00944971 -0.00125742 0.00753742 -0.00741767 0.00345029 -0.00974723 0.0065313 -0.00300416 -0.0131659 0.00455431 -0.0129183 -0.00551485 -0.0195345 internal_weight=322976 1569.26 30.5875 2.04027 1538.67 107.179 45.8561 32.8343 61.3233 50.7469 38.0108 1431.49 412.428 330.454 1019.07 320.453 82.8784 237.575 262.143 81.9741 91.1362 103.926 19.6698 84.2559 32.0673 22.6346 47.2342 68.3113 32.2374 36.0739 internal_count=1411558 10820 1261 352 9559 733 258 158 475 421 353 8826 2378 1805 6448 1943 462 1481 1445 573 437 675 115 560 217 143 274 360 182 178 is_linear=0 shrinkage=0.03 Tree=891 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 1 0 0 0 0 1 0 2 1 2 1 2 2 1 2 1 0 2 2 2 1 2 2 2 2 split_gain=1.42909 4.73442 5.86251 6.42287 4.87912 4.46913 6.58386 7.04561 5.8672 8.8358 6.34512 4.16857 15.0492 4.90199 3.91485 5.45675 3.72287 7.40478 4.97201 4.52978 5.48573 4.80421 6.33713 10.0196 7.913 5.45773 4.75395 4.69469 4.47568 10.0805 threshold=-18.499999999999996 2.5000000000000004 -65.499999999999986 89440.765625000015 84255.890625000015 -23.499999999999996 6.5000000000000009 12.500000000000002 19.500000000000004 9.5000000000000018 -46.499999999999993 55.500000000000007 7700.5261230468759 -32.499999999999993 3038.2934570312505 -25.499999999999996 11333.392578125002 9644.7543945312518 -40.499999999999993 7188.3642578125009 -25.499999999999996 38.500000000000007 767.85998535156261 286.97653198242193 937.66867065429699 -26.499999999999996 2152.199340820313 550.44073486328136 18421.471679687504 16543.466796875004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 11 8 -7 -8 9 10 -6 16 13 -13 -15 -16 17 18 -3 21 -21 22 23 -20 -24 -23 -27 -25 29 -18 right_child=-2 4 -4 -5 5 6 7 -9 -10 -11 -12 12 -14 14 15 -17 28 -19 19 20 -22 25 24 27 -26 26 -28 -29 -30 -31 leaf_value=-0.07803442458900095 -5.1509553218065409e-06 -0.0058269617438961602 0.016248962293041864 0.030358160538436412 0.032227035260215926 0.0055579555394034332 -0.036177118592343654 -0.0080576164626956822 0.020236123436672096 -0.025886087507575796 -0.0022512097326442509 -0.024069624290405243 0.017683514147406949 -0.0014689739979984527 -0.028334198539857035 -0.0051869549482619626 0.00028034374470562714 0.013758756809476518 0.024994763158295807 0.0050217178031750414 -0.010529543691345409 0.0066711194266955917 0.022190247031863574 0.00074398004691892511 0.0061257970788820724 0.0023502688318780001 -0.010559862577939299 -0.014830711889519442 0.0016577335032970575 -0.016222849415332474 leaf_weight=1.2695557828992634 321406.7368812724 63.062577445060015 28.1438792674453 0.80333678331226099 5.6445631701499215 12.970947928726671 13.652006715536116 19.437447357922792 10.489829197525976 12.870081290602682 32.254538863897324 14.485627532005308 25.265422943979502 74.67956206202507 13.844782859086989 27.122396841645241 118.87399091944098 53.789063736796379 11.011158496141432 36.972372986376286 45.585615143179893 62.362528458237648 30.553851190954447 41.825128920376301 285.09892562031746 47.89289990067482 55.324633657932281 29.849648475646973 346.25333138741553 46.27983833104372 leaf_count=16 1400738 479 909 336 117 100 66 92 54 68 236 60 284 368 59 129 809 338 68 225 249 346 188 226 1736 300 308 151 2251 252 internal_value=-7.43708e-07 0.000902839 0.0126628 -0.0360275 0.000671712 -0.00549765 -0.0125578 -0.0196591 -0.000189144 -0.00440937 0.00288386 0.00113467 -0.00350422 -0.00761785 -0.00555715 -0.0130095 0.00170018 0.0030272 0.00221366 0.002998 -0.00356514 0.00395885 0.00574411 -0.00164905 0.00768077 -0.000335979 -0.00456957 -0.00574225 -0.000280539 -0.00434422 internal_weight=322974 1567.67 30.2168 2.07289 1537.45 107.319 46.0604 33.0895 61.259 50.7692 37.8991 1430.13 155.398 130.132 115.647 40.9672 1274.74 763.328 709.539 646.477 82.558 563.919 398.339 82.6859 315.653 165.58 103.218 71.6748 511.407 165.154 internal_count=1411558 10820 1261 352 9559 733 258 158 475 421 353 8826 900 616 556 188 7926 4614 4276 3797 474 3323 2369 445 1924 954 608 377 3312 1061 is_linear=0 shrinkage=0.03 Tree=892 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 1 0 0 0 0 0 1 3 2 2 2 2 2 2 3 0 2 0 2 1 0 0 0 1 1 split_gain=1.34845 4.51919 5.51834 5.77984 4.58549 4.17766 6.13005 6.45427 5.5571 8.2261 6.17796 5.01778 3.92696 8.41744 7.47492 6.32416 7.53538 10.0096 8.72951 7.04681 6.88482 16.3152 8.35481 12.3099 6.39694 5.97122 5.34367 5.2225 5.06355 5.98233 threshold=-18.499999999999996 2.5000000000000004 -65.499999999999986 89440.765625000015 84255.890625000015 -23.499999999999996 6.5000000000000009 12.500000000000002 19.500000000000004 9.5000000000000018 3.5000000000000004 -43.499999999999993 2.0774999856948857 4417.2790527343759 3600.6882324218755 12986.766601562502 767.85998535156261 937.66867065429699 521.58471679687511 2.5095000267028813 15.500000000000002 17918.074218750004 21.500000000000004 27647.242187500004 -50.499999999999993 6.5000000000000009 49.500000000000007 55.500000000000007 -20.499999999999996 -28.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 12 8 -7 -8 9 10 -6 -12 13 14 27 16 18 -18 -14 -17 28 -22 23 -23 -19 -26 -15 -3 29 -21 right_child=-2 4 -4 -5 5 6 7 -9 -10 -11 11 -13 15 26 -16 19 17 24 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.072629494922745175 -4.996421758088418e-06 0.0019159115370716245 0.015987754279873732 0.030347587314736885 -0.026615619963321031 0.0054121370804845626 -0.03458742052191225 -0.0077983012667703156 0.019793263469687274 -0.024861278768739312 0.032547781371585031 0.0021567268740781071 0.0043568074283894913 0.00019325440929195012 -0.012293638480033082 0.016614016348530648 0.022046288599977034 -0.015541876131043828 -0.015251960852545321 -0.0012895403543465766 -0.028703931058869283 -0.02282369963211112 0.0073092285518177192 0.0012229914271657981 -0.015285012983622209 0.005707956149235866 0.015621786241902238 -0.0069707113125697367 -0.0093337830194140416 0.0083549856971660372 leaf_weight=1.3222629781812458 321406.76550338673 170.68847638368607 27.751576577313244 0.7798621225520036 5.4896165821701279 12.921570606529711 13.848005428910254 19.480612579733133 10.404107838869093 12.996600471436976 6.0063882358372132 26.293958775699146 47.04183928668499 43.999681912362576 68.801243863999844 20.457300867885351 31.209292743355036 13.915340725332497 36.12346438318491 127.75568479113281 24.86073886603117 31.559280425310135 50.910095371305943 48.764647636562586 12.548903934657572 431.56151945888996 37.357723373919725 91.382153168320656 33.858229167759418 105.83354578912258 leaf_count=16 1400738 1008 909 336 68 100 66 92 54 68 110 175 274 245 360 142 211 154 188 1107 105 130 236 219 109 2593 328 437 227 753 internal_value=-7.17709e-07 0.000877491 0.0124379 -0.0344263 0.000652813 -0.00532419 -0.0121286 -0.0189292 -0.000181186 -0.00427314 0.00280746 0.00780807 0.00110232 -0.00136743 -0.00349317 0.00210399 0.00418815 0.00560733 -0.00416041 -0.000582892 -0.00141351 -0.00642013 -0.00219872 -0.00822496 0.0044872 0.00511477 0.00727773 -0.00118279 0.00150858 0.00308016 internal_weight=322973 1565.92 29.8537 2.10213 1536.07 107.441 46.2502 33.3286 61.1907 50.7866 37.79 32.3003 1428.63 412.229 330.872 1016.4 572.4 489.235 83.1653 444 423.542 156.095 131.234 80.3239 458.026 444.11 81.3574 262.071 267.447 233.589 internal_count=1411558 10820 1261 352 9559 733 258 158 475 421 353 285 8826 2378 1805 6448 3529 3067 462 2919 2777 690 585 349 2856 2702 573 1445 2087 1860 is_linear=0 shrinkage=0.03 Tree=893 num_leaves=31 num_cat=0 split_feature=2 0 1 2 3 0 1 1 3 0 2 0 2 3 1 0 2 0 1 1 0 1 1 3 1 0 2 1 0 1 split_gain=1.28218 5.16081 6.07811 6.91322 3.69293 17.176 13.3323 11.3551 6.79472 10.0417 22.2736 25.0499 9.91367 19.0374 6.7609 5.96536 6.47332 5.82468 5.40296 5.20833 4.32937 4.23928 8.83562 15.3119 8.47396 4.53023 4.73291 13.4871 4.46079 4.13528 threshold=89440.765625000015 1.5000000000000002 1.0000000180025095e-35 94494.871093750015 3.653500080108643 30.500000000000004 -1.4999999999999998 3.5000000000000004 12.393000125885012 11.500000000000002 99995.847656250015 8.5000000000000018 94494.871093750015 40.666500091552741 1.0000000180025095e-35 91.500000000000014 99995.847656250015 90.500000000000014 1.0000000180025095e-35 -15.499999999999998 22.500000000000004 -2.4999999999999996 -1.4999999999999998 28.166500091552738 -11.499999999999998 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 92.500000000000014 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 6 19 20 9 10 11 14 13 -10 -6 17 -17 -11 -12 -3 -8 24 23 28 -14 26 27 -24 -23 -7 right_child=1 4 -4 -5 8 29 7 -9 12 15 18 -13 21 -15 -16 16 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.4534418160780841e-05 -0.024296120333093463 0.012183518030721964 -0.0021019300556144246 0.0094285795093474283 0.01090096273058047 0.00021639013487441844 0.0017645915023838045 -0.0060980088086136173 0.0068913291804064865 -0.00033371611372891004 -0.0021059513464448281 -0.00020800999487284865 0.0053295334103597306 -0.0081405988600567192 0.029715441621409766 0.026541637297779485 0.0037621674779966703 -0.0068878603012287086 -0.0050402281562103805 -0.0048889877071132144 0.0074994920351626497 0.0083088763513349609 0.012187863681693086 -0.0052291586038323056 -0.0046229845904558683 -0.00024827959313699141 0.0017240956373425289 -0.0049208292685360595 -0.0061101239421065528 -0.0035677582454985515 leaf_weight=303289.91871591454 5.6999804265797129 17.665731329470873 84.357305742800236 135.87822204502299 31.296122368425131 487.21342469751835 146.7792285233736 71.661651775240898 100.20358116924763 4540.0772052109241 1118.2810750715435 166.88861636072397 97.495674839243293 311.68730910122395 38.135466858744621 12.294579163193701 129.35703361034393 125.4052402228117 1141.030557140708 179.41496051847935 614.29918450117111 334.96563857793808 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10249 959 46714 1883 286 20429 665 19764 9290 803 3079 44831 41730 2444 3101 39286 13356 1426 1589 4612 is_linear=0 shrinkage=0.03 Tree=894 num_leaves=31 num_cat=0 split_feature=2 3 2 2 3 1 0 0 3 1 0 1 2 2 1 0 3 3 1 3 2 2 3 3 3 1 2 0 0 0 split_gain=1.25599 8.29532 13.4339 9.83178 12.8864 10.3248 11.2282 13.1937 10.7828 9.26999 21.1117 9.45071 9.32891 13.2774 22.7934 15.8033 14.3048 14.1814 15.1104 12.976 35.6205 30.5911 30.1292 19.5032 18.281 17.6057 17.0231 14.3874 13.288 21.7687 threshold=6261.4145507812509 2.7749999761581425 37774.541015625007 6409.8125000000009 2.9229999780654912 -3.4999999999999996 4.5000000000000009 3.5000000000000004 10.80550003051758 2.5000000000000004 46.500000000000007 28.500000000000004 23484.753906250004 11333.392578125002 -1.4999999999999998 67.500000000000014 1.5979999899864199 1.1980000138282778 -7.4999999999999991 1.532000005245209 8226.4770507812518 8430.8989257812518 1.1510000228881838 1.1510000228881838 1.6674999594688418 -1.4999999999999998 7019.5273437500009 59.500000000000007 34.500000000000007 27.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 9 4 -3 -6 7 -7 -8 12 11 -11 13 15 16 19 17 -15 -19 20 22 24 -2 -22 -21 -24 -27 -28 29 -26 right_child=1 3 -4 -5 5 6 8 -9 -10 10 -12 -13 -14 14 -16 -17 -18 18 -20 21 23 -23 25 -25 28 26 27 -29 -30 -31 leaf_value=4.4242146350767552e-05 0.0010495277205202463 0.005688209846399 0.00081838738064553165 0.00012320775562726959 0.0088859519021946779 -0.0065836389284496671 -0.0055175705522011575 0.042610058034358314 -0.017852844901620025 -0.0042113506502091027 0.00047240198928054253 0.0036246758189863995 -0.0016803223365234078 -0.00015877483501495506 0.0010550445914588801 0.0065676796730352247 -0.00011082913702569978 0.0034468953425934755 -0.0086355325028197767 -0.0045003892244181859 -0.0013775721345338848 -0.0052542634414281149 0.00077814937830729403 0.0034689220793632336 0.0066810407331531659 -0.0032211044795019601 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18.0969 15.0868 13.6276 15.7606 13.3059 12.3142 threshold=8.5000000000000018 2343.383422851563 25918.428710937504 27647.242187500004 2152.199340820313 2047.524841308594 5.5000000000000009 14763.748535156252 21398.625000000004 7.5000000000000009 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 16543.466796875004 17918.074218750004 2602.8994140625005 5.5000000000000009 2680.677124023438 7.5000000000000009 6860.8740234375009 5454.4433593750009 7353.4816894531259 3755.7348632812505 3211.014770507813 1.0000000180025095e-35 5216.6582031250009 3673.091186523438 3527.054809570313 24241.001953125004 667.89181518554699 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 -4 5 6 29 15 10 11 12 -10 -9 -14 -15 -3 -17 -18 -19 20 22 -21 23 24 -20 -24 27 -25 -11 -1 right_child=-2 2 3 -5 -6 -7 -8 8 9 28 -12 -13 13 14 -16 16 17 18 19 21 -22 -23 25 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.0052523166035285318 -5.5460416544561248e-05 -0.0071141906061914549 0.0054213080371608678 0.00044945982259462044 0.0075694887080155517 -0.0075867989928280113 -0.028800395484547048 0.020532529926945771 -0.0034508516399645956 0.0089289331296881179 -0.0071453443251541212 -0.019405396905370551 -0.016885114683850636 0.037698044918627903 -0.0091276901536141829 0.0011337850929675039 0.014997909589610982 -0.0035951752627653979 0.0012588623061487415 0.036171965776511397 -0.017888538474568408 0.0040779593084665864 0.014575693514837873 -0.007196300709980335 0.029294490679588354 -0.0019869690674616304 -0.0043301247576558429 -0.033010628010673608 0.00031886861612935661 0.0025403976548870589 leaf_weight=199.97594644129276 289964.84160200553 280.57629976421595 717.61620452255011 19521.994794635102 455.65960010886192 174.3311747983098 13.705142855644224 59.548622890375555 939.55499557871372 335.54558975249529 1144.074278742075 63.704406067728996 40.027228020131588 19.203125178813934 13.166567802429197 3575.8297529886477 56.549550838768482 2007.1640549078584 64.845153793692589 21.897219583392143 78.906891107559204 267.20638252049685 130.16192914545536 46.157843500375748 30.453423544764519 79.86900682747364 163.547976359725 39.50311391055584 311.49748854339123 2088.7347403876483 leaf_count=1085 1234979 1320 3226 106537 2291 824 69 907 4678 1457 5120 277 344 95 120 23396 273 8950 275 94 334 1144 546 206 137 337 717 185 1357 10091 internal_value=-2.88264e-05 0.00020562 2.61819e-05 0.000625742 0.00204189 0.00102495 0.00167701 -0.001216 -0.002873 -0.000838079 -0.00550481 -0.00446392 0.00871996 -0.000996236 0.0186514 -0.000507369 -0.00022488 -0.00185178 -0.00217702 0.000908433 -0.00164757 0.00650882 0.000663399 -0.0039785 0.0102179 0.00827737 -0.00940725 -0.0191007 0.0047839 0.00185951 internal_weight=322906 32941 30008.6 20239.6 2932.41 2476.75 2302.42 9768.99 2926.32 1650.3 1276.02 1003.26 131.946 72.3969 32.3697 6842.67 6562.09 2986.26 2929.71 922.549 633.445 289.104 554.538 344.508 95.2986 210.031 249.209 85.661 647.043 2288.71 internal_count=1411371 176392 162032 109763 14360 12069 11245 52269 14355 7769 6586 4955 1466 559 215 37914 36594 13198 12925 3975 2737 1238 2403 1520 412 883 1108 391 2814 11176 is_linear=0 shrinkage=0.03 Tree=896 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 0 2 0 2 2 0 2 0 2 1 2 0 1 2 2 2 2 1 0 2 0 2 2 2 2 split_gain=2.1082 11.5677 12.8412 23.7804 17.8586 20.0118 31.6283 26.0478 16.761 15.2047 36.691 22.8302 27.6341 39.0419 20.9609 18.8137 32.4552 24.8272 26.2999 14.9496 14.4118 16.9258 14.1884 14.6364 13.5534 16.0684 11.5886 16.9597 15.2307 12.5171 threshold=8.5000000000000018 5.5000000000000009 2343.383422851563 25918.428710937504 58108.183593750007 4.5000000000000009 54303.691406250007 2.5000000000000004 2152.199340820313 47554.107421875007 7.5000000000000009 42366.021484375007 5.5000000000000009 40758.552734375007 -3.4999999999999996 30553.010742187504 6.5000000000000009 -1.4999999999999998 27647.242187500004 2047.524841308594 27647.242187500004 26764.801757812504 1.0000000180025095e-35 3.5000000000000004 68532.378906250015 2.5000000000000004 667.89181518554699 679.17321777343761 352.49255371093756 417.75494384765631 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 5 6 20 -8 19 11 -11 12 -7 15 -13 16 17 -14 -19 26 21 22 23 -5 25 -6 28 -28 -1 -30 right_child=-2 -3 3 4 24 9 7 -9 -10 10 -12 14 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.011661300874983528 -5.3796627426558982e-05 -0.0084411290745539155 -0.0011692275174918767 -0.00020145513098467841 0.0092218001974294552 -0.0018059917528382573 -0.0046370007997633082 0.0088842004725575643 0.0074304056243494985 -0.021491331709530333 0.013795631617961662 -0.012710137524502318 0.011347109020448802 -0.042037845047464405 0.0099667310951093296 0.0064433152424012326 0.0041747385556751395 0.0018300123123365785 -0.01594750548140823 -0.0073114503222736381 -0.0026500580776178872 0.018382760034637267 0.0094916375544517977 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25.1387 28.3408 32.0313 17.3646 18.3107 15.966 14.9343 19.3986 18.2457 16.4857 23.7246 18.4012 threshold=1.0000000180025095e-35 156.82556152343753 169.44351196289065 3.2575000524520878 186.24382019042972 1.6674999594688418 1.469500005245209 2.9229999780654912 57.500000000000007 1.0205000042915346 4158.8854980468759 2243.352905273438 6409.8125000000009 14106.575683593752 -2.4999999999999996 -2.4999999999999996 2192.347534179688 1.4100000262260439 48.500000000000007 3991.455688476563 5342.6640625000009 19525.543945312504 10603.448730468752 13836.183105468752 57.500000000000007 596.91259765625011 2428.711791992188 52.500000000000007 2510.8642578125005 2643.0056152343755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 6 8 -7 -4 10 11 15 -12 -14 -13 16 -6 18 19 -11 -21 22 -22 -24 26 -26 -20 28 -28 -29 right_child=-2 2 4 -5 9 7 -8 -9 -10 17 12 14 13 -15 -16 -17 -18 -19 24 20 21 -23 23 -25 25 -27 27 29 -30 -31 leaf_value=0.001066124210514909 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403.07734014093876 12.676885977387427 114754.8362174817 4233.9203118830919 670.59266735613346 1556.3627039790154 717.03345631062984 568.82808035612106 421.56646697223186 252.99167005717754 647.60552570968866 135.74147421121597 405.39249254763126 3902.8794297613204 3669.252822689712 leaf_count=20481 718838 7040 10981 68 793 281 205 865 61 49712 478 517 841 435 5882 1665 62 519230 17833 2725 6491 2946 2302 1714 1039 2706 600 1708 17193 15679 internal_value=-2.71177e-05 -0.000106277 -0.000144065 -0.0027811 -0.000113066 0.00146831 0.000858115 0.00801929 0.00125621 -0.00014572 0.00195387 0.00338 -0.00347016 5.98801e-05 0.0061969 -0.0015182 0.0042697 -0.000174948 -0.00059833 -0.00141049 -0.00361463 -0.00238765 -0.00354875 -0.00673757 0.000364064 -0.00336552 0.000636098 0.00146919 0.000110857 0.00281551 internal_weight=322892 155308 150458 1748.11 148710 3008.61 2752.25 256.359 2701.33 145701 2000.43 1583.97 416.47 301.718 1005.64 578.329 175.251 143701 28946.1 15698.3 3934.38 3263.79 2546.76 990.395 13247.8 900.597 12347.2 8113.27 4038.62 4074.65 internal_count=1411371 692533 672052 7108 664944 12393 11247 1146 11042 652551 10673 8919 1754 1276 6399 2520 855 641878 122648 65890 16178 13453 10507 4016 56758 3745 53013 35180 17793 17387 is_linear=0 shrinkage=0.03 Tree=898 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 0 2 0 2 2 0 2 0 2 1 2 0 1 2 2 2 2 1 0 2 0 2 1 0 2 split_gain=1.97188 10.9022 12.0906 22.3679 16.83 18.8622 29.824 24.6194 15.8036 14.2981 34.3759 21.6223 26.0485 36.3406 19.763 17.7774 30.5565 23.3905 24.6966 14.0601 13.5499 15.9705 13.2022 13.2862 12.7355 15.1128 11.5551 12.5234 11.2686 19.3069 threshold=8.5000000000000018 5.5000000000000009 2343.383422851563 25918.428710937504 58108.183593750007 4.5000000000000009 54303.691406250007 2.5000000000000004 2152.199340820313 47554.107421875007 7.5000000000000009 42366.021484375007 5.5000000000000009 40758.552734375007 -3.4999999999999996 30553.010742187504 6.5000000000000009 -1.4999999999999998 27647.242187500004 2047.524841308594 27647.242187500004 26764.801757812504 1.0000000180025095e-35 3.5000000000000004 68532.378906250015 2.5000000000000004 45473.716796875007 1.0000000180025095e-35 5.5000000000000009 2510.8642578125005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 28 5 6 20 -8 19 11 -11 12 -7 15 -13 16 17 -14 -19 -1 21 22 23 -5 25 -6 -16 -28 29 -4 right_child=-2 -3 3 4 24 9 7 -9 -10 10 -12 14 13 -15 26 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0017510046119736157 -5.1284740245107188e-05 -0.0082002571322543766 -0.015834844347946367 -0.00019333998560884945 0.0089603981034611212 -0.0017511667138714853 -0.004504911646081057 0.0086542814369238372 0.0072181802101937568 -0.020728602665810739 0.013421098218475454 -0.012227337467249483 0.01107303242395102 -0.040246215356573779 0.012360646994068759 0.006264854343878596 0.0040535471907639934 0.001775270405178421 -0.015448737627424072 -0.0070865860266691892 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internal_value=-2.63016e-05 0.000193698 0.000229198 4.92348e-05 0.000618916 0.00172302 -0.000253832 0.0052642 0.00207326 0.00284003 -0.00773039 0.00308786 0.00231242 0.00369269 0.00831645 0.00393126 0.00172182 -0.00567741 -0.00896783 0.00112501 -0.00200636 0.00828394 -0.00544933 -0.0235438 -6.14755e-05 -0.0039189 0.00971313 0.00294568 -0.00113366 -9.53559e-05 internal_weight=322888 32927.8 32789.1 29873.7 20163.2 7687.81 2775.62 669.046 2915.41 4912.19 112.531 4799.66 4179.77 3120 619.894 3103.15 1593.97 381.948 319.238 2461.7 2106.57 109.196 44.8844 20.0663 12475.4 725.51 580.433 163.22 9710.57 4778.27 internal_count=1411371 176392 175792 161505 109488 38803 15690 4363 14287 23113 492 22621 19257 14357 3364 14279 7017 1684 1338 11999 11327 545 233 109 70685 3827 3083 845 52017 30359 is_linear=0 shrinkage=0.03 Tree=899 num_leaves=31 num_cat=0 split_feature=1 2 2 3 2 3 3 3 0 3 2 2 2 2 1 1 2 2 2 0 2 3 0 2 2 2 2 2 0 2 split_gain=1.94379 7.19877 12.8528 11.4477 8.03476 12.6307 20.1973 15.0342 10.1507 9.36868 16.2069 22.9541 14.2287 12.8381 10.8491 8.80819 8.65694 7.26856 7.12583 6.88207 8.36405 6.77805 23.6536 26.6818 30.1798 16.3436 17.237 15.0377 14.0461 18.2357 threshold=1.0000000180025095e-35 156.82556152343753 169.44351196289065 3.2575000524520878 186.24382019042972 1.7404999732971194 1.469500005245209 2.9229999780654912 57.500000000000007 1.0205000042915346 4158.8854980468759 2243.352905273438 6409.8125000000009 14106.575683593752 -2.4999999999999996 -2.4999999999999996 173.86003112792972 2192.347534179688 173.86003112792972 63.500000000000007 149.35324859619143 1.4100000262260439 48.500000000000007 3991.455688476563 5342.6640625000009 19525.543945312504 10603.448730468752 13836.183105468752 57.500000000000007 596.91259765625011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 3 -3 5 6 8 -7 -4 10 11 15 -12 -14 -13 17 -8 -6 -9 20 -1 22 23 -11 -25 26 -26 -28 -24 -30 right_child=-2 2 4 -5 9 7 16 18 -10 21 12 14 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 28 24 25 -27 27 -29 29 -31 leaf_value=2.8073440237331985e-05 4.5353409099102709e-05 -0.0029005474439202433 0.0010833242784946912 0.02611421912545089 0.0058660112496403734 0.021003666924048103 0.0031023565469233527 -0.0094627830398750067 0.025928797741609163 -0.00065152671063771202 -0.012343528048103328 -0.0031972765868342324 0.0045698486550639185 -0.0084343958604121312 0.0070906093239215592 -0.0039097089333607286 -0.023384874232813449 -0.01764234076570298 0.0063217906337261522 0.0055006520412139775 0.003038989500283099 -6.5137622535631508e-05 0.00061867162928606954 -0.009305008467543209 -0.0014727269865956163 0.0016856019891556624 -0.0097197952148126519 -0.0022423206079226843 0.0035715626020314519 -0.0059267860535081283 leaf_weight=3464.6521195024252 167579.79451394128 1735.8512594625354 2686.14227745682 12.325288228690622 162.19325117766857 59.862544670701027 14.91765348613262 30.757213398814201 14.881316408514975 11765.066786810756 114.97235238552094 102.80170254409313 197.00180657953024 104.60171089321375 899.15094165503979 403.32084180414677 43.456207677721977 12.769045844674109 157.80284067988396 291.99187380075455 1092.0839606374502 114754.99551768869 12345.240099087358 670.04222148656845 1556.027811229229 717.10660132020712 568.53198584914207 421.51722133159637 252.88548582792282 648.20994389429688 leaf_count=14768 718838 7040 10981 68 793 250 61 139 61 49712 478 517 841 435 5882 1665 175 62 726 1265 4448 519230 53013 2725 6491 2946 2302 1714 1039 2706 internal_value=-2.55067e-05 -0.000101969 -0.000138636 -0.00269598 -0.000108572 0.0014262 0.000842894 0.0079054 0.00122021 -0.000140257 0.00190052 0.0032882 -0.00336349 5.97347e-05 0.00603506 -0.00147111 -0.016616 0.00415033 0.00374707 0.00103579 0.000749681 -0.000168615 -0.000578864 -0.00136665 -0.00350572 -0.00231493 -0.00344169 -0.00653623 0.000354743 -0.00326115 internal_weight=322881 155301 150452 1748.18 148704 3007.82 2759.4 248.423 2701.02 145696 1996.81 1580.24 416.576 301.604 1001.95 578.283 58.3739 174.962 188.56 4848.73 4556.74 143700 28944.6 15698.3 3933.23 3263.18 2546.08 990.049 13246.3 901.095 internal_count=1411371 692533 672052 7108 664944 12393 11278 1115 11042 652551 10673 8919 1754 1276 6399 2520 236 855 865 20481 19216 641878 122648 65890 16178 13453 10507 4016 56758 3745 is_linear=0 shrinkage=0.03 Tree=900 num_leaves=31 num_cat=0 split_feature=1 1 1 2 2 1 0 1 1 2 0 2 0 2 1 2 2 0 3 2 1 2 2 3 1 3 0 2 0 2 split_gain=1.40757 6.00755 2.87438 3.28934 3.75299 7.37425 2.76405 3.94828 3.34322 3.99208 2.77163 3.62474 1.35653 1.31441 1.30358 6.6825 8.34644 7.61631 5.53377 8.5927 7.33534 4.95642 4.82083 4.33782 3.81501 3.96109 6.91243 11.2372 9.20388 5.32885 threshold=58.500000000000007 56.500000000000007 61.500000000000007 2928.0368652343755 4246.3449707031259 62.500000000000007 76.500000000000014 80.000000000000014 71.500000000000014 17466.614257812504 89.500000000000014 13578.460937500002 70.500000000000014 6409.8125000000009 20.500000000000004 2510.8642578125005 2726.1987304687505 53.500000000000007 1.469500005245209 224.80538177490237 33.500000000000007 2770.7851562500005 2983.330444335938 1.1980000138282778 18.500000000000004 2.1755000352859502 35.500000000000007 4805.4782714843759 49.500000000000007 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 14 13 -4 -5 -6 8 10 9 12 11 -8 -7 -2 24 18 17 -17 -16 -20 -21 -18 23 -23 -1 26 27 -26 -28 -27 right_child=2 -3 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 21 -19 19 20 -22 22 -24 -25 25 29 28 -29 -30 -31 leaf_value=5.620562613886248e-05 0.014234087236406958 -0.013435127159266686 -0.013915888653755313 0.022667075643009009 -0.026314118166541348 -0.009897488719906318 0.014947484431913844 -0.0022922350498153824 -0.015975107130505609 0.016517557990115866 0.024172508959822547 -0.005658935782277566 0.0026785753973973792 0.0027170645066788507 -0.0061994885518065262 0.014170218383634255 -0.016608446612319343 -0.006121981659053399 0.021186850073574025 -0.0040426323847514807 0.013798622131472066 0.023468364388328736 -0.00045658773664787199 0.0040930839797383694 0.0068442189161144751 -0.003511079145873112 0.0079433673994775775 -0.022920936962988286 -0.006519130068234247 0.0086071601674075453 leaf_weight=320058.294510593 24.107781291007996 29.713358640670776 12.568243745714424 7.5563307516276828 8.3831490054726583 16.471118673682216 21.235465750098228 28.230273600202054 12.532094910740851 11.77159510552883 12.272434458136557 12.037815459072588 14.528102710843084 14.155093908309935 309.36888718977571 67.273262336850166 16.535820886492729 22.12041612714529 16.188667222857475 154.10838679969311 23.965455859899521 12.616998106241224 1526.0126014128327 59.174461305141449 20.059730738401413 41.440546661615372 113.93704345822334 26.489305943250656 60.702020101249218 154.10894789919257 leaf_count=1397918 101 125 68 34 35 67 89 325 53 50 87 64 60 61 1656 281 68 91 82 817 106 52 6875 243 98 233 638 137 313 670 internal_value=5.52373e-05 5.36942e-05 0.00259775 0.000806893 0.00208287 0.000951345 0.00272213 0.006523 -0.00234837 0.00164434 0.0119869 0.00749237 -0.00400359 0.00997344 5.49363e-05 -0.000671609 0.000225839 0.00914892 -0.00370758 0.000260851 -0.00164153 -0.000268275 -9.91688e-05 0.00749819 5.99406e-05 0.00292844 0.000178368 -0.010094 0.00291641 0.00603908 internal_weight=322908 322712 195.849 157.587 145.018 137.462 129.079 73.776 55.3029 42.7708 45.5457 33.2733 30.9992 38.2629 322682 2207.36 1703.73 89.3937 503.631 194.263 178.074 1614.34 1597.8 71.7915 320475 416.738 221.188 46.549 174.639 195.549 internal_count=1411497 1410403 1094 932 864 830 795 565 230 177 240 153 127 162 1410278 10271 7610 372 2661 1005 923 7238 7170 295 1400007 2089 1186 235 951 903 is_linear=0 shrinkage=0.03 Tree=901 num_leaves=31 num_cat=0 split_feature=1 1 1 2 2 1 0 1 1 2 0 2 2 1 2 2 0 3 2 1 2 2 3 1 1 2 2 0 1 2 split_gain=1.32654 5.65826 2.70913 3.10423 3.54547 6.93019 2.60387 3.72075 3.15118 3.77406 2.6728 3.40391 1.24218 1.22696 6.29541 7.86661 7.18464 5.21557 8.02612 6.8949 4.6586 4.53793 4.08884 3.69193 3.60862 4.46235 3.93671 5.06843 4.91231 4.36549 threshold=58.500000000000007 56.500000000000007 61.500000000000007 2928.0368652343755 4246.3449707031259 62.500000000000007 76.500000000000014 80.000000000000014 71.500000000000014 15423.644531250002 89.500000000000014 13578.460937500002 6409.8125000000009 20.500000000000004 2510.8642578125005 2726.1987304687505 53.500000000000007 1.469500005245209 224.80538177490237 33.500000000000007 2770.7851562500005 2983.330444335938 1.1980000138282778 42.500000000000007 38.500000000000007 2152.199340820313 1395.3037719726565 48.500000000000007 24.500000000000004 2428.711791992188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 13 12 -4 -5 -6 8 10 9 -7 11 -8 -2 -1 17 16 -16 23 -19 -20 -17 22 -22 24 26 -26 27 -15 -29 -28 right_child=2 -3 3 4 5 6 7 -9 -10 -11 -12 -13 -14 14 15 20 -18 18 19 -21 21 -23 -24 -25 25 -27 29 28 -30 -31 leaf_value=5.814207237030929e-05 0.013838983949068113 -0.013045262744518464 -0.013543042474198404 0.022067280034817685 -0.025485858059546954 -0.0040460794247061732 0.014471255399976467 -0.0022253792494897041 -0.015521831324022843 0.015683060378646255 0.023689970554531179 -0.0054779323780657987 0.0026366690552044819 -0.014973144616741351 0.013775757820850226 -0.0160939056790818 -0.0059381510398530254 0.020392659263888117 -0.0039285746734793034 0.013353967566762893 0.022792397602576672 -0.00044289133851593035 0.0039714598500423049 -0.00023923786369683427 -0.027343020737103058 -0.0054784625372150788 0.00076229746615998442 -0.0094700535744520319 0.015169310910071536 -0.016143666157890275 leaf_weight=320474.48847053439 24.053015977144241 29.683767385780811 12.527453191578386 7.5292755067348471 8.3957222551107389 30.510412737727165 21.275639533996582 28.206393332686275 12.511436998844145 12.222078844904898 12.148632958531378 12.062129095196722 14.149193301796911 70.234986990690231 67.125864312052727 16.552295491099358 22.121044032275677 16.312623873353004 153.82941828668118 24.019698649644852 12.601680144667624 1526.0082687400281 59.157318949699402 75.190115489065647 17.698974452912807 15.991111472249029 81.900836035609245 19.953287251293663 11.467614933848379 16.519305050373077 leaf_count=1400007 101 125 68 34 35 125 89 325 53 52 87 64 61 555 281 68 91 82 817 106 52 6875 243 320 93 66 338 148 68 68 internal_value=5.35799e-05 5.2083e-05 0.00252346 0.000783985 0.00202297 0.000924035 0.00264372 0.00633495 -0.00228022 0.00159673 0.0116433 0.00725333 0.00968991 5.32878e-05 -0.000651691 0.00021911 0.0088894 -0.00360024 0.000252808 -0.00159445 -0.000260223 -9.6192e-05 0.00727663 -0.00602166 -0.00788156 -0.0169649 -0.00635204 -0.0104927 -0.000477481 -0.00207528 internal_weight=322906 322711 195.591 157.389 144.862 137.332 128.937 73.6928 55.2439 42.7325 45.4864 33.3378 38.2022 322681 2206.68 1703.57 89.2469 503.118 194.162 177.849 1614.32 1597.77 71.759 308.956 233.766 33.6901 200.076 101.656 31.4209 98.4201 internal_count=1411497 1410403 1094 932 864 830 795 565 230 177 240 153 162 1410278 10271 7610 372 2661 1005 923 7238 7170 295 1656 1336 159 1177 771 216 406 is_linear=0 shrinkage=0.03 Tree=902 num_leaves=31 num_cat=0 split_feature=1 1 1 2 2 1 0 1 1 2 0 2 0 2 2 1 2 2 0 3 2 1 2 2 3 1 3 0 2 0 split_gain=1.25015 5.32955 2.55345 2.92946 3.34992 6.5149 2.45303 3.50652 2.97036 3.56314 2.57595 3.19707 1.27508 1.1857 1.174 1.15536 5.93793 7.41455 6.77765 4.92758 7.50009 6.4815 4.37939 4.27178 3.85547 3.59024 3.73312 6.52711 10.6855 8.64402 threshold=58.500000000000007 56.500000000000007 61.500000000000007 2928.0368652343755 4246.3449707031259 62.500000000000007 76.500000000000014 80.000000000000014 71.500000000000014 17466.614257812504 89.500000000000014 13578.460937500002 70.500000000000014 4326.6347656250009 6409.8125000000009 20.500000000000004 2510.8642578125005 2726.1987304687505 53.500000000000007 1.469500005245209 224.80538177490237 33.500000000000007 2770.7851562500005 2983.330444335938 1.1980000138282778 18.500000000000004 2.1755000352859502 35.500000000000007 4805.4782714843759 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 14 -4 -5 -6 8 10 9 12 11 -8 -7 -3 -2 25 19 18 -18 -17 -21 -22 -19 24 -24 -1 27 28 -27 -29 right_child=2 13 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 22 -20 20 21 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=5.2775325347469122e-05 0.013455202078533452 -0.006140407487048115 -0.013179815322589959 0.021486044467609659 -0.02469248625214714 -0.0094806968851656806 0.014012426585459641 -0.0021604207604557337 -0.015082313552485663 0.015667039463979692 0.023214568317434792 -0.0053031186956985195 0.0027090818727493983 -0.018181033532150104 0.0025586278235424954 -0.0058579915361714188 0.013392651572408791 -0.01559772989720944 -0.0057599421234270087 0.019636942603332791 -0.003817558804088446 0.012925554421411011 0.022140568278420661 -0.00042960581982320011 0.0038534450859829626 0.0066296853892243374 0.0058615062028613604 0.0076792053132247184 -0.022444325844919909 -0.00633821146212656 leaf_weight=320057.53803636081 23.997754290699959 13.578744843602182 12.487140029668806 7.501392424106597 8.4053574874997121 16.483788311481479 21.312551453709602 28.183215145254508 12.490081861615179 11.687383130192755 12.027354203164576 12.08559277653694 14.531276196241377 16.07403352856636 14.143426671624182 308.10424999520183 66.976948618888855 16.566250577569008 22.121285475790501 16.430355429649353 153.55793040990829 24.070556432008743 12.583768248558043 1526.0039536058903 59.140248239040375 20.081962808966637 195.37300100922585 114.28935985267162 26.246028304100037 60.5802316442132 leaf_count=1397918 101 57 68 34 35 67 89 325 53 50 87 64 60 68 61 1656 281 68 91 82 817 106 52 6875 243 98 903 638 137 313 internal_value=5.19722e-05 5.05199e-05 0.00245125 0.000761699 0.00196474 0.000897466 0.00256742 0.00615242 -0.00221378 0.00155015 0.0113099 0.00702282 -0.0037695 -0.0126673 0.00941456 5.16886e-05 -0.000632589 0.000212582 0.00863745 -0.0034995 0.000245033 -0.00154869 -0.000252414 -9.33042e-05 0.00706187 5.63979e-05 0.00283967 0.000170634 -0.00984151 0.00282314 internal_weight=322905 322709 195.336 157.195 144.708 137.207 128.801 73.6087 55.1925 42.7024 45.4255 33.3981 31.0151 29.6528 38.1412 322680 2205.56 1703.39 89.0982 502.163 194.059 177.628 1614.29 1597.73 71.724 320474 416.571 221.198 46.328 174.87 internal_count=1411497 1410403 1094 932 864 830 795 565 230 177 240 153 127 125 162 1410278 10271 7610 372 2661 1005 923 7238 7170 295 1400007 2089 1186 235 951 is_linear=0 shrinkage=0.03 Tree=903 num_leaves=31 num_cat=0 split_feature=1 1 1 2 2 0 1 0 1 2 0 2 1 2 2 0 3 2 1 2 2 1 0 2 2 2 1 0 0 2 split_gain=1.17826 5.06328 2.40666 2.76451 3.16551 4.74814 3.15601 1.90926 2.65024 2.4609 1.78 2.5158 1.21561 5.18065 7.10827 6.39387 4.85952 6.89926 6.92341 4.07745 4.01671 3.56298 3.45826 4.9779 5.34095 11.0032 6.53706 12.5215 5.31186 4.58913 threshold=58.500000000000007 57.500000000000007 61.500000000000007 2928.0368652343755 4246.3449707031259 76.500000000000014 80.000000000000014 66.500000000000014 71.500000000000014 7188.3642578125009 89.500000000000014 13578.460937500002 20.500000000000004 2510.8642578125005 2726.1987304687505 53.500000000000007 1.469500005245209 224.80538177490237 33.500000000000007 2770.7851562500005 2928.0368652343755 42.500000000000007 34.500000000000007 5454.4433593750009 3991.455688476563 4505.7285156250009 23.500000000000004 26.500000000000004 31.500000000000004 13578.460937500002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 -2 -4 -5 7 10 -6 9 -9 11 -7 -1 16 15 -15 21 -18 -19 -16 -21 -14 23 24 26 -26 -22 -28 -27 -25 right_child=2 -3 3 4 5 6 -8 8 -10 -11 -12 -13 13 14 19 -17 17 18 -20 20 22 -23 -24 29 25 28 27 -29 -30 -31 leaf_value=5.4705588834249954e-05 0.0091471100013762116 -0.016408227731027625 -0.012825939672221389 0.020922410846828041 -0.016014647313060352 0.012973073113402921 -0.002097308167232369 -0.0045093090645019328 -0.014655999039527957 0.011717223084224609 0.020438709698278438 -0.0037699187755486727 -0.007512043157134698 0.013020486973163345 -0.015119014274733875 -0.0055871721779956907 0.018917047793024638 -0.0037095122993992418 0.01343009500504474 0.0078077450558592344 0.013187314535501114 -1.8748101070209643e-05 -0.0012760019295837224 -0.0059811046116239521 0.029951731320354249 0.013907796204576878 -0.030325689673052023 0.0064932890019262978 -0.0026518730878649327 0.0024376385054775706 leaf_weight=320473.80240405019 38.079929634928703 16.824353605508804 12.447330340743063 7.472806964069604 12.132458001375197 23.316731542348862 28.160718880360946 23.217637076973915 12.468128025531767 13.190679579973219 12.222687318921087 12.357867330312727 232.49704276397824 66.826910629868507 16.577881678938866 22.121173664927483 16.542204424738884 153.2937516272068 24.617218017578125 54.939388558268547 18.508535146713257 75.705935627222061 1156.6666705869138 90.394987881183624 20.880256026983261 32.91466560959816 14.321252793073652 19.814475625753403 37.065793097019196 163.99837037920952 leaf_count=1400007 162 71 68 34 50 97 325 95 53 56 89 65 1336 281 68 91 82 817 108 226 87 322 5280 374 93 140 90 84 157 689 internal_value=5.04128e-05 4.90038e-05 0.00238129 0.000740118 0.00190839 0.000871753 0.00587257 -0.00536262 -0.00271849 0.00136954 0.0105584 0.00717321 4.98619e-05 -0.000650094 0.000134894 0.00839281 -0.00332842 0.000385163 -0.00133794 -0.000316821 -0.000164358 -0.00567142 -0.000446098 0.00196638 0.00643402 0.0108394 -0.00116941 -0.00895369 0.00513682 -0.00055384 internal_weight=322903 322708 195.067 156.987 144.54 137.067 76.058 61.0089 48.8764 36.4083 47.8973 35.6746 322691 2217.69 1715.03 88.9481 502.656 194.453 177.911 1626.08 1609.5 308.203 1554.57 397.898 143.505 90.8607 52.6443 34.1357 69.9805 254.393 internal_count=1411497 1410403 1094 932 864 830 576 254 204 151 251 162 1410332 10325 7660 372 2665 1007 925 7288 7220 1658 6994 1714 651 390 261 174 297 1063 is_linear=0 shrinkage=0.03 Tree=904 num_leaves=31 num_cat=0 split_feature=2 2 0 1 2 3 1 2 2 3 0 0 0 1 0 1 0 0 0 0 0 1 0 0 1 1 2 1 1 1 split_gain=1.14799 12.1878 27.7457 11.3698 10.2737 12.3038 11.1637 9.74576 15.0887 9.40848 10.3598 9.18592 8.97468 10.8802 8.91724 9.55019 8.24755 22.3283 18.8509 15.3323 29.6702 11.0805 8.5218 7.93807 10.1195 7.76013 7.69381 6.74927 6.61934 6.57625 threshold=249.24568176269534 257.27976989746099 35.500000000000007 -1.4999999999999998 245.54091644287112 1.532000005245209 2.5000000000000004 263.64595031738287 269.37811279296881 1.5979999899864199 46.500000000000007 36.500000000000007 26.500000000000004 1.0000000180025095e-35 32.500000000000007 -1.4999999999999998 35.500000000000007 43.500000000000007 49.500000000000007 56.500000000000007 59.500000000000007 1.5000000000000002 72.500000000000014 58.500000000000007 -8.4999999999999982 1.0000000180025095e-35 199.21649169921878 4.5000000000000009 1.0000000180025095e-35 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 14 -4 23 -6 -7 16 9 10 -9 -8 -11 -14 25 -16 29 21 -19 -20 -21 -18 -22 -1 -25 -2 28 -17 -26 -3 right_child=1 7 3 -5 5 6 11 8 -10 12 -12 -13 13 -15 15 27 17 18 19 20 22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=0.00027960269837353202 -0.0052261692039640957 -0.0062481515815523882 -0.0067510773312268197 0.0022208580342396598 0.0098037764265828057 0.00052198582663233613 0.019652369959426687 -0.0050913078528770873 4.4324931513312928e-05 0.00073990414632197092 0.0049484334430076066 -0.0022004487577917055 -0.0031132103946510891 -0.011221411343532021 -0.0015292485060970384 -0.014768802971545245 -0.010054491575254842 0.023921325941126653 -0.012555339849738577 0.022614512345714925 -0.0015829577327757106 0.0092082003676620724 0.023277325372961136 -0.018174935278491251 0.0026729855898416548 0.022983172059365856 -0.0022495448194621535 0.0089385940374692684 -0.0012855992435705443 0.0064607478007373039 leaf_weight=29959.183261588216 27.879503965377808 39.568067029118538 162.13647016882896 588.66591116786003 199.99728056788445 809.43243281543255 52.167461976408958 166.49603419005871 284809.89163219405 171.27145396173 208.14107446372509 25.910781666636467 306.65042226016521 289.62205417454243 72.545180439949036 260.00851933658123 186.21931758522987 41.21819019317627 52.002659976482391 67.182740092277527 210.63008363544941 31.40952205657959 13.186631515622137 31.355622291564941 711.16002023220062 12.808863922953604 2070.7398017346859 11.276371434330938 816.82436390221119 495.89012651145458 leaf_count=128750 116 169 679 2473 830 3403 255 708 1247654 749 862 140 1233 1347 296 1093 758 169 226 278 898 153 61 146 2982 56 9082 65 3781 2085 internal_value=4.89005e-05 2.928e-05 -0.0030729 0.00028336 0.000211981 0.00308176 0.00156698 4.15479e-05 3.05245e-05 -0.00341069 0.000486577 0.0124004 -0.00531294 -0.00705153 -0.00962626 -0.0111979 0.00281313 0.000403429 0.00475227 0.00244875 0.00513003 -0.00727438 -0.000118262 0.000119067 -0.00120584 0.00365425 -0.00105799 -0.0137834 0.00055682 0.00552161 internal_weight=322901 288225 1135.32 750.802 34676.8 1087.51 887.511 287089 285952 1142.18 374.637 78.0782 767.544 596.272 384.518 343.83 1137.31 601.849 384.22 343.002 290.999 217.629 223.817 33589.3 3630.08 40.6884 3598.72 271.285 1527.98 535.458 internal_count=1411497 1262128 4778 3152 149369 4628 3798 1257350 1252553 4899 1570 395 3329 2580 1626 1454 4797 2543 1632 1463 1237 911 959 144741 15991 172 15845 1158 6763 2254 is_linear=0 shrinkage=0.03 Tree=905 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 0 1 2 2 1 2 2 0 2 split_gain=3.96767 12.4218 14.8555 44.2917 34.2019 18.7005 17.6222 15.6984 12.5773 10.958 30.274 29.6358 23.8603 16.4642 20.3209 15.1081 24.1644 13.5474 13.2945 15.6911 17.4001 12.649 12.4706 11.652 13.5532 11.0928 10.5463 35.138 9.19185 23.4659 threshold=41.500000000000007 39.500000000000007 9416.2739257812518 7353.4816894531259 12127.694824218752 -1.4999999999999998 17918.074218750004 7882.7980957031259 24.500000000000004 472.45382690429693 1395.3037719726565 210.22515869140628 2554.751831054688 1099.1130981445315 937.66867065429699 2871.6833496093755 1.0000000180025095e-35 2643.0056152343755 228.54534149169925 358.41200256347662 308.54922485351568 40.500000000000007 -3.4999999999999996 377.56446838378912 455.77806091308599 1.0000000180025095e-35 2192.347534179688 1637.6347656250002 40.500000000000007 215.8664245605469 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 -4 7 8 -5 -6 11 13 -3 26 14 22 16 17 21 28 20 -20 -14 -11 -21 -25 -16 27 -12 29 -13 right_child=-2 2 4 5 6 -7 -8 -9 -10 10 12 18 15 -15 25 -17 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=7.8121859725084993e-05 -8.0691758374480961e-05 0.001981435253768218 0.011550817761911301 -0.025506946860150297 -0.003340654309152155 -0.014786844237366967 0.0046693262257946795 0.0078676775767493514 0.023564455644806356 -0.0087520040279093856 -0.0080568428823805781 0.0069172185195053998 -0.009799460726651249 0.011677317008317421 -0.016041996383781062 0.0010059237382885947 0.00013405976073743649 0.01860232403023318 -0.0011642814885899631 -0.016538081068141242 0.014954109508908978 0.016139313476082454 0.0079517798846404138 0.00082950608087842216 -0.020850372549401783 0.002089717464407774 -0.0077869767633710774 0.013895105496654316 -0.015891612890210523 -0.013141865720545157 leaf_weight=183380.42425165552 129631.87258136179 2002.4603376463056 389.30187729001045 15.550191685557364 544.98497131466866 230.89525038003922 657.48928008973598 68.823678761720657 16.099120080471039 44.285649180412292 180.76831059157848 85.099258556962013 35.383355289697647 372.6753858923912 62.980971962213516 2619.3016353994608 234.98392403125763 160.15472887456417 539.39921319484711 94.985178232192993 67.860316231846809 32.425631210207939 438.74958170950413 134.07538220286369 32.180938169360161 58.642458036541939 367.36756080389023 103.02903352677822 115.42337856441736 136.96559211611748 leaf_count=809931 559714 8586 1595 64 2232 1004 2672 281 67 197 772 364 158 1620 268 11090 942 718 2282 408 290 145 1806 568 132 244 1570 430 547 607 internal_value=4.77064e-05 0.000133848 0.00117212 0.000657101 0.00380972 -0.0103701 0.00133664 0.0017167 -0.00256867 0.0010961 0.00201708 -0.000256109 0.000786587 0.00671757 0.00366067 0.00188893 0.00688489 0.0138436 -0.00397139 -0.0020079 0.000636924 0.00260422 0.00642034 -0.00815583 -0.0033669 -0.00729953 -0.0044313 -8.74659e-05 -0.00902431 -0.00545486 internal_weight=322855 193223 9842.34 8234.47 1607.88 315.269 1218.57 84.3739 561.084 7919.2 4710.75 3208.45 3733.41 977.334 604.659 3082.25 462.948 227.964 1205.99 868.501 607.26 67.809 483.035 261.241 166.256 121.623 651.165 283.797 337.488 222.065 internal_count=1411304 851590 41659 35093 6566 1349 4971 345 2299 33744 19960 13784 15825 4135 2515 13053 1963 1021 5198 3680 2572 303 2003 1108 700 512 2772 1202 1518 971 is_linear=0 shrinkage=0.03 Tree=906 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 1 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 0 1 2 2 1 2 2 2 1 split_gain=3.73326 11.6923 13.9775 41.7859 32.1916 17.6821 16.579 14.8163 11.8682 10.3148 28.5029 27.9028 22.4457 15.5802 19.1055 14.2573 22.8712 12.8736 12.5669 14.779 16.3549 11.929 11.7292 11.0128 12.7561 10.3874 9.93266 36.9729 8.96278 9.2163 threshold=41.500000000000007 39.500000000000007 9416.2739257812518 7353.4816894531259 12127.694824218752 -1.4999999999999998 17918.074218750004 7882.7980957031259 24.500000000000004 472.45382690429693 1395.3037719726565 210.22515869140628 2554.751831054688 1099.1130981445315 937.66867065429699 2871.6833496093755 1.0000000180025095e-35 2643.0056152343755 228.54534149169925 358.41200256347662 308.54922485351568 40.500000000000007 -3.4999999999999996 377.56446838378912 455.77806091308599 1.0000000180025095e-35 2152.199340820313 1637.6347656250002 15804.419433593752 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 -4 7 8 -5 28 11 13 -3 26 14 22 16 17 21 -13 20 -20 -14 -11 -21 -25 -16 27 -12 -6 -30 right_child=-2 2 4 5 6 -7 -8 -9 -10 10 12 18 15 -15 25 -17 -18 -19 19 23 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=7.5778495507878142e-05 -7.8271174110282964e-05 0.0019217861227078764 0.011207137878667509 -0.024840819970572983 -0.0015080805135179751 -0.014395873797775587 0.0045283344329827531 0.0076365890999790147 0.022938721462396304 -0.0084666358553592645 -0.0078082010132622748 -0.008776274585080247 -0.0094804541869590898 0.011351701979217737 -0.015502494995874368 0.00097581230219208153 0.00013003854771633717 0.018138807375892251 -0.0011294383286473493 -0.01608029171553859 0.014490234495192591 0.01572085253895214 0.0077135435329408449 0.00080456272828280406 -0.020230259057055954 0.0020264757017639089 -0.0074410939049393172 0.015547417943520441 -0.0019625093721240411 -0.020972705903881925 leaf_weight=183379.71076053061 129631.64562558848 2002.671943873167 389.20450535416603 15.489096105098723 452.89997544139624 230.06379847228527 657.61969640851021 68.779815420508385 16.042986124753952 44.403124734759331 180.92642943561077 336.63905669003725 35.475321307778358 371.87660147249699 63.213953882455826 2619.1264418512583 234.9832611978054 159.33249010145664 539.35905063152313 94.76204626262188 67.930638775229454 32.292128086090088 438.73179319500923 134.08501064777374 32.172466158866882 58.658139631152153 378.57218226790428 92.031594470143318 44.429898381233215 47.480433896183968 leaf_count=809931 559714 8586 1595 64 1850 1004 2672 281 67 197 772 1518 158 1620 268 11090 942 718 2282 408 290 145 1806 568 132 244 1615 385 182 200 internal_value=4.62761e-05 0.000129836 0.00113733 0.000637623 0.00369589 -0.0100896 0.00129665 0.00166706 -0.00249261 0.00106352 0.00195716 -0.00024858 0.000763226 0.00651926 0.00354893 0.00183297 0.00669143 0.0134806 -0.00385581 -0.00194818 0.000617758 0.00252832 0.00622648 -0.0079181 -0.00326588 -0.00706564 -0.00429581 6.64708e-05 -0.00324149 -0.0117831 internal_weight=322851 193219 9839.25 8231.58 1607.68 314.333 1218.47 84.2689 560.853 7917.24 4709.62 3207.62 3732.74 976.884 605.007 3081.21 462.083 227.1 1204.95 868.309 607.29 67.7674 483.135 261.02 166.257 121.872 651.53 272.958 544.81 91.9103 internal_count=1411304 851590 41659 35093 6566 1349 4971 345 2299 33744 19960 13784 15825 4135 2515 13053 1963 1021 5198 3680 2572 303 2003 1108 700 512 2772 1157 2232 382 is_linear=0 shrinkage=0.03 Tree=907 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 2 1 2 1 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 1 split_gain=3.51272 11.0058 13.1524 39.4725 30.301 15.5985 15.5518 13.5808 11.201 9.88596 26.6075 26.2675 21.3196 14.7423 17.9639 14.1715 28.0711 17.5855 19.6468 16.2839 25.0854 15.5352 15.5293 14.6928 13.2153 12.9835 11.8646 13.9207 15.3744 11.0807 threshold=41.500000000000007 39.500000000000007 9416.2739257812518 7188.3642578125009 12127.694824218752 17918.074218750004 -1.4999999999999998 7882.7980957031259 24.500000000000004 472.45382690429693 1395.3037719726565 210.22515869140628 2554.751831054688 1099.1130981445315 937.66867065429699 1.0000000180025095e-35 2983.330444335938 5832.3920898437509 3755.7348632812505 5579.1726074218759 4076.2145996093755 3673.091186523438 3211.014770507813 1.5000000000000002 6409.8125000000009 2871.6833496093755 228.54534149169925 358.41200256347662 308.54922485351568 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 -4 8 7 -5 -6 11 13 -3 -12 14 29 16 -14 18 -18 20 21 22 23 25 -19 -17 -13 28 -28 -11 right_child=-2 2 4 6 5 -7 -8 -9 -10 10 12 26 15 -15 -16 19 17 24 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=7.3505465723843003e-05 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967.77465552091599 66.545947641134262 132.11718302965164 91.784816883504391 53.33365461230278 279.09732235968113 495.96256864070892 259.04982583224773 84.912352487444878 207.08861815929413 539.31978432834148 260.78720647096634 67.992791563272476 378.16230465471745 leaf_count=809931 559714 8586 1595 75 2232 2672 1064 281 67 448 2772 1518 1342 1620 512 527 4241 275 538 444 222 1157 1996 1042 369 829 2282 1108 290 1555 internal_value=4.48889e-05 0.000125944 0.00110357 0.000618728 0.00358568 0.00125791 -0.0095669 0.00132334 -0.00241924 0.00104258 0.00191985 -0.000241223 0.000762055 0.00632699 0.00344077 0.00180993 0.00383081 0.00186698 0.000547269 -0.000249336 0.000538902 -0.000245293 0.00136675 -0.00188915 0.0114508 -0.00600187 -0.00374294 -0.00189027 0.000599179 0.00603869 internal_weight=322847 193215 9836.17 8228.8 1607.37 1218.28 328.743 86.8419 560.543 7900.06 4693.1 3206.96 3716.69 976.405 605.324 3064.83 1546.83 1251.35 1099.89 1518 1426.21 1372.88 1093.78 597.819 151.458 338.769 1204.09 868.1 607.313 483.218 internal_count=1411304 851590 41659 35093 6566 4971 1420 356 2299 33673 19889 13784 15754 4135 2515 12982 6765 5423 4779 6217 5773 5551 4394 2398 644 1356 5198 3680 2572 2003 is_linear=0 shrinkage=0.03 Tree=908 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 1 2 2 1 2 2 2 2 2 2 1 2 1 2 0 2 2 2 2 2 2 2 2 0 0 split_gain=3.30517 10.3602 12.3752 37.3017 28.5241 15.8108 14.6755 13.2616 10.572 9.15069 25.2583 24.7274 19.8783 13.9447 16.9355 14.0446 12.5783 20.7835 12.2801 11.2871 11.2013 13.1104 14.4542 10.4269 12.0106 9.37292 27.002 12.8381 10.6083 8.78283 threshold=41.500000000000007 39.500000000000007 9416.2739257812518 7353.4816894531259 12127.694824218752 -1.4999999999999998 17918.074218750004 7882.7980957031259 24.500000000000004 472.45382690429693 1395.3037719726565 210.22515869140628 2554.751831054688 1099.1130981445315 844.91958618164074 1.0000000180025095e-35 2871.6833496093755 1.0000000180025095e-35 2643.0056152343755 40.500000000000007 228.54534149169925 358.41200256347662 308.54922485351568 377.56446838378912 455.77806091308599 2243.352905273438 1637.6347656250002 2102.052612304688 40.500000000000007 40.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 -4 7 8 -5 -6 11 13 -3 25 14 -11 -16 17 18 19 -14 29 22 -22 -23 -25 26 -12 -28 -29 -13 right_child=-2 2 4 5 6 -7 -8 -9 -10 10 12 20 16 -15 15 -17 -18 -19 -20 -21 21 23 -24 24 -26 -27 27 28 -30 -31 leaf_value=7.1300538840182514e-05 -7.3645633740377522e-05 0.0018078458617816773 0.010551776138079805 -0.023635659923657824 -0.0030523956207302934 -0.013658791790162031 0.0042591968351398911 0.0071947685406765641 0.021746432157896789 0.0065406301004218778 -0.0074394935869268944 -0.0047972687339758015 -0.009567157230268783 0.010727255738859057 -0.012797077912729986 0.0041872670020822959 0.00092372193330210364 5.7206474629849272e-05 0.017384723071942276 0.014998275442055507 -0.0010628442204085927 -0.015423751467050455 0.013610103375012563 0.0010116041006748226 -0.019405947398420092 -0.0073599701374042429 0.018189536882565742 0.015383213326171695 -0.015260608667589414 -0.015038764318281501 leaf_weight=183378.34611429513 129631.21089892182 2003.0672310367227 388.95085440576077 15.365665540099142 544.38914629817009 228.44402864575386 657.84971786290407 68.690350905060768 15.924256578087805 430.09505915641785 181.15249711275101 220.99186764657497 35.450414016842842 370.29107460379601 89.916822448372841 85.468168541789055 2617.7237099334598 234.97075363993645 157.95224855840206 32.054392501711845 539.28140990436077 94.42269130051136 68.047381460666656 134.00392059981823 32.150963291525841 351.90016350895166 77.331444621086121 17.473012909293175 24.316392183303833 114.36023370921612 leaf_count=809931 559714 8586 1595 64 2232 1004 2672 281 67 1784 772 971 158 1620 377 354 11090 942 718 145 2282 408 290 568 132 1502 324 74 100 547 internal_value=4.35425e-05 0.000122168 0.0010709 0.000600429 0.00347868 -0.00956555 0.00122029 0.00155888 -0.00234761 0.00100193 0.00184404 -0.000234072 0.00071997 0.0061413 0.00333669 -0.00452031 0.001728 0.00630066 0.0128076 0.00209764 -0.00363326 -0.00183402 0.000581168 -0.00746309 -0.00293919 -0.00403777 -0.000144374 0.0109496 -0.00244779 -0.00828978 internal_weight=322842 193210 9832.04 8224.92 1607.11 312.5 1218.16 84.056 560.313 7912.42 4706.1 3206.33 3730.33 975.771 605.48 175.385 3078.15 460.428 225.457 67.5048 1203.26 867.906 607.329 260.578 166.155 652.174 300.273 119.121 41.7894 335.352 internal_count=1411304 851590 41659 35093 6566 1349 4971 345 2299 33744 19960 13784 15825 4135 2515 731 13053 1963 1021 303 5198 3680 2572 1108 700 2772 1270 498 174 1518 is_linear=0 shrinkage=0.03 Tree=909 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 1 2 2 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 split_gain=3.10992 9.75228 11.6445 35.192 26.8531 14.9484 13.8072 12.5214 9.97935 8.61413 23.787 23.2796 18.7009 13.6547 12.1942 25.8188 13.3086 18.4903 15.276 13.0127 23.5191 14.6519 14.5741 13.8241 12.2662 12.0671 19.6073 10.5787 12.3495 13.5906 threshold=41.500000000000007 39.500000000000007 9416.2739257812518 7353.4816894531259 12127.694824218752 -1.4999999999999998 17918.074218750004 7882.7980957031259 24.500000000000004 472.45382690429693 1395.3037719726565 210.22515869140628 2554.751831054688 -3.4999999999999996 1.0000000180025095e-35 2983.330444335938 5832.3920898437509 3755.7348632812505 6409.8125000000009 5579.1726074218759 4076.2145996093755 3673.091186523438 3211.014770507813 1.5000000000000002 2871.6833496093755 1099.1130981445315 971.01849365234386 228.54534149169925 358.41200256347662 308.54922485351568 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 9 -4 7 8 -5 -6 11 13 -3 -12 -11 15 -14 17 -17 -18 20 21 22 23 24 -16 26 -15 -13 29 -29 right_child=-2 2 4 5 6 -7 -8 -9 -10 10 12 27 14 25 19 16 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=6.9161788082752157e-05 -7.1436341499691059e-05 0.0017534466319710331 0.010239296883974116 -0.023030404685671 -0.0029617462291510479 -0.013297392487822341 0.004130776781285153 0.00698360690573014 0.021177777890277465 -0.0069185462731659441 -0.003914788899262207 -0.0080583032517259588 0.011559806200966921 0.0069320025386984362 0.0013207031955514083 0.0019415750012043522 0.020716885586620638 -0.010024293662231523 0.0019178133079532616 -0.010773808179543902 0.020014898661508948 -0.006400246514788775 0.0051069287577004858 0.0033678298146294101 -0.010389738277441158 0.011306912034304114 -0.0073912518679266946 -0.0010310316570956558 -0.007246140384183382 0.013192429013690578 leaf_weight=183377.69398751773 129631.00298286136 2003.2517722174525 388.79840238392353 15.297442242503164 544.22220648080111 227.62571278214455 657.9506927728653 68.645004406571388 15.862238213419912 68.851272493600845 652.4535077214241 334.65110942721367 293.56692238152027 450.25454340875149 131.67671373486519 967.07388539612293 66.774890840053558 132.10098025202751 93.20070306956768 98.521412990987301 53.492943495512009 278.81573513150215 495.76610085368156 259.00102159380913 207.13860149681568 349.69695554673672 106.32825531065464 539.24392141401768 260.33599744737148 68.094972863793373 leaf_count=809931 559714 8586 1595 64 2232 1004 2672 281 67 316 2772 1518 1342 1854 527 4241 275 538 405 479 222 1157 1996 1042 829 1522 443 2282 1108 290 internal_value=4.22374e-05 0.000118506 0.00103914 0.000582652 0.00337493 -0.00930694 0.00118381 0.00151394 -0.00227809 0.00097218 0.00178936 -0.000227165 0.000698607 0.00596116 0.0016768 0.00354805 0.00168013 0.000503494 0.00976467 -0.000229191 0.000499386 -0.000261284 0.00130388 -0.00184996 -0.00583861 0.00693964 0.00419572 -0.00352716 -0.00177955 0.000563706 internal_weight=322837 193206 9828.69 8221.86 1606.83 311.568 1218.04 83.9424 560.084 7910.29 4704.71 3205.58 3729.58 975.131 3077.13 1552.72 1259.15 1099.17 159.976 1524.41 1425.89 1372.4 1093.58 597.816 338.815 906.28 556.583 1202.33 867.675 607.339 internal_count=1411304 851590 41659 35093 6566 1349 4971 345 2299 33744 19960 13784 15825 4135 13053 6801 5459 4779 680 6252 5773 5551 4394 2398 1356 3819 2297 5198 3680 2572 is_linear=0 shrinkage=0.03 Tree=910 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 2 2 0 2 2 2 2 2 2 2 1 0 2 2 2 2 1 2 2 2 1 2 2 split_gain=4.80752 5.35632 19.1184 24.6704 24.0317 17.4123 16.8658 17.4553 25.3791 14.7249 13.7216 13.7027 25.7664 16.297 14.8853 15.3098 14.9838 17.1828 23.6816 14.3659 12.1975 46.3654 39.2669 14.9629 11.0542 15.9804 11.0119 10.6295 10.6275 28.201 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2817.958129882813 -4.4999999999999991 2643.0056152343755 57.500000000000007 2680.677124023438 3093.6569824218755 58.500000000000007 3038.2934570312505 16176.651367187502 10603.448730468752 13836.183105468752 7700.5261230468759 3991.455688476563 3673.091186523438 -1.4999999999999998 44.500000000000007 4505.7285156250009 1921.9818115234377 1395.3037719726565 2192.347534179688 -2.4999999999999996 596.91259765625011 87.470542907714858 1707.8798828125002 -4.4999999999999991 317.43702697753912 249.24568176269534 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 26 20 7 -3 10 24 27 12 14 -14 15 16 -5 18 -18 -17 21 28 -22 -23 25 -8 -4 -9 29 -6 right_child=-2 6 3 11 5 -7 9 8 -10 -11 -12 -13 13 -15 -16 19 17 -19 -20 -21 22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.9923122699038868e-05 0.00013214559378252444 1.3853512559906808e-06 0.0012165041474428999 -0.0049339338965266695 -0.00083655149306470576 0.0051788592931599183 -0.023442671415885481 -0.0058982748493050605 0.0013333383989195665 -0.00020511675784439762 0.019144154576412591 0.00094593788290976547 -0.010814574586572499 -0.0012163512177881361 0.0018326342470649057 -0.012511079800593069 0.002643652138708508 0.0021751025466325113 -0.0064370293124974319 -0.0041444752858285682 -0.010488906170270332 -0.006703431141518724 -0.00029127860302769919 0.010265476249309624 -0.0062071754418965451 0.0028100616032460061 0.0069611917810668486 0.0068405609287576019 -0.0024714778785323156 0.0074728961451890254 leaf_weight=96575.412573090463 167404.50527147762 9820.1629840433598 680.80341026932001 904.03660048544407 5136.2206123769283 437.03046359121799 22.603439569473267 64.812584653496742 7803.336552221328 20148.568786520511 75.383431375026703 919.12329455465078 557.73514924943447 222.81241051852703 701.61561618745327 215.26214855909348 412.44118574261665 1164.9527866393328 692.39182986319065 1301.132382825017 483.49007761478424 52.340405195951462 1143.7796971201897 439.28711549937725 653.17171880230308 271.80894635617733 537.34191834926605 651.93324193358421 2950.0347799360752 395.92487972974777 leaf_count=443300 718099 41116 3179 3954 20803 1834 94 308 35933 84788 337 3765 2259 906 2859 873 1791 4683 2812 5451 1988 230 4746 1803 2722 1119 3096 2774 12189 1617 internal_value=2.05931e-05 -9.95498e-05 -0.000202365 -0.00106312 -0.000248257 -0.000689561 0.000202099 0.00086549 0.00185271 -0.000377 0.00696914 -0.00247145 -0.00298033 -0.0080747 -0.00224284 -0.0028525 -0.00166776 -0.000366864 -0.00304715 -0.00533217 -0.000931487 -0.000498152 -0.00332117 0.00845891 -0.00403177 0.000794514 0.00375057 0.00568864 -0.0010173 -0.000241861 internal_weight=322839 155435 115923 19347.8 12256.3 11038.1 39511.8 18415.6 8595.47 21096.2 792.129 7091.5 6172.38 780.548 5391.83 4690.22 3173.82 2269.79 1104.83 1516.39 10601.1 8973.81 1627.27 491.628 947.584 294.412 1218.15 716.746 8482.18 5532.15 internal_count=1411428 693329 524138 80838 51485 45210 169191 80468 39352 88723 3419 29353 25588 3165 22423 19564 13240 9286 4603 6324 43376 36642 6734 2033 3935 1213 6275 3082 34609 22420 is_linear=0 shrinkage=0.03 Tree=911 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 0 0 1 1 0 2 2 2 3 0 0 0 0 1 0 0 3 2 0 0 3 2 2 2 split_gain=4.52318 5.27709 8.26702 7.38556 10.0599 7.16431 7.70019 5.364 9.74373 7.39301 5.33515 5.09421 9.68478 14.5734 10.2514 10.982 14.0449 19.9365 12.8549 8.52295 8.36854 11.2038 7.82557 7.81985 10.3287 6.78471 6.75712 12.343 8.10291 10.1509 threshold=1.0000000180025095e-35 156.82556152343753 164.41123962402347 47.500000000000007 34.500000000000007 149.35324859619143 63.500000000000007 52.500000000000007 -2.4999999999999996 -3.4999999999999996 13.500000000000002 186.24382019042972 234.47260284423831 210.22515869140628 4.1315000057220468 62.500000000000007 58.500000000000007 60.500000000000007 79.500000000000014 -1.4999999999999998 36.500000000000007 39.500000000000007 1.1980000138282778 207.08887481689456 59.500000000000007 77.500000000000014 1.0205000042915346 14106.575683593752 3673.091186523438 3673.103149414063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 10 -7 9 -9 -1 22 13 20 15 16 -15 -18 19 -17 -13 -22 -4 24 -23 -26 27 28 -14 -30 right_child=-2 2 11 -5 -6 7 -8 8 -10 -11 -12 12 26 14 -16 18 17 -19 -20 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715.53884799778461 2596.5802431106567 13.760456986725329 19.799488693475723 26.872153520584106 322.1257086545229 13.227647766470907 48.030562177300453 33.699519142508507 2630.8291584700346 2942.8250202611089 628.5668012201786 111.26363781094551 15.845516040921209 137152.2831926645 106.33414971828461 810.36735324561596 344.48620004951954 leaf_count=156 718099 257 2707 1672 2795 3807 1204 87 570 67 14709 899 3157 10653 64 81 109 1298 53 199 137 10836 12060 2573 450 65 615177 441 5579 1467 internal_value=1.99779e-05 -9.65609e-05 -0.00012802 -0.00264955 -0.00442221 0.000874735 0.000249949 0.00299112 0.00776922 -0.00621227 -0.000131642 -0.000108421 -0.000135914 -0.00125236 -0.00278479 -0.00266733 -0.00296711 -0.00861759 0.00822624 0.013502 3.03019e-05 -0.000328396 0.00100783 -0.000157114 -0.000845335 -0.0091977 -8.23679e-05 0.00165912 0.00222436 0.00377864 internal_weight=322838 155430 150554 1161.18 749.662 4876.3 3764.86 1111.44 177.657 35.8162 3488.88 149393 145802 6672.84 3040.4 3026.64 2945.58 348.998 81.0577 67.8301 3632.44 3420.2 3591.09 3386.51 2757.94 127.109 139129 1976.73 1870.39 1154.85 internal_count=1411428 693329 672729 4724 3052 20600 16069 4531 724 154 14865 668005 653238 27417 12457 12393 12060 1407 333 280 14960 14061 14767 13924 11351 515 625821 10644 10203 7046 is_linear=0 shrinkage=0.03 Tree=912 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 3 0 0 0 0 1 1 0 2 2 2 3 0 0 0 0 1 0 0 3 2 0 0 3 split_gain=4.25569 4.96593 7.77879 7.05581 8.54446 6.74261 7.36938 8.9408 7.4631 5.49932 5.05207 9.17486 6.93923 5.00307 4.79347 9.11195 13.7095 9.56169 10.3418 13.2222 18.7395 12.1124 8.05451 7.88349 10.5223 7.36344 7.35902 9.71653 6.38154 6.36658 threshold=1.0000000180025095e-35 156.82556152343753 164.41123962402347 53.500000000000007 34.500000000000007 149.35324859619143 1.469500005245209 35.500000000000007 56.500000000000007 13.500000000000002 52.500000000000007 -2.4999999999999996 -3.4999999999999996 43.500000000000007 186.24382019042972 234.47260284423831 210.22515869140628 4.1315000057220468 62.500000000000007 58.500000000000007 60.500000000000007 79.500000000000014 -1.4999999999999998 36.500000000000007 39.500000000000007 1.1980000138282778 207.08887481689456 59.500000000000007 77.500000000000014 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 8 9 -1 -8 -7 12 -12 -6 25 16 23 18 19 -18 -21 22 -20 -16 -25 -4 27 -26 -29 -17 right_child=-2 2 14 -5 13 10 7 -9 -10 -11 11 -13 -14 -15 15 29 17 -19 21 20 -22 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=-0.00030469607189568377 0.00012433168095724888 0.0071666641728767291 -0.0019162470233566543 0.001878168991402689 -0.017450509928177337 0.0020198843627394114 0.019132724580991883 0.004638474607743753 -0.0083155798425019016 -0.0011469271943510963 0.0062068635138422873 0.010968791651023387 -0.02027913609280806 -0.0041591596134893877 0.0056435535835464143 0.0016117100185531739 -0.0021410501381253252 -0.027564052806819506 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2573 450 65 615177 internal_value=1.93802e-05 -9.3661e-05 -0.000124177 -0.00257017 -0.00379962 0.000848626 0.000242498 0.00223922 -0.000639877 -0.000667762 0.00290202 0.00754056 -0.00602487 -0.00457046 -0.000105166 -0.000131834 -0.00121475 -0.00270093 -0.00258711 -0.00287774 -0.00836098 0.00799323 0.013123 2.941e-05 -0.000318533 0.000977685 -0.000152397 -0.000819935 -0.0089204 -7.9895e-05 internal_weight=322839 155429 150554 1161.13 909.704 4875.67 3764.46 1153.72 2610.74 521.663 1111.21 177.557 35.8196 849.959 149393 145802 6672.91 3040.72 3026.86 2945.94 348.918 80.9231 67.6985 3632.2 3420.22 3590.78 3386.47 2758.06 127.127 139129 internal_count=1411428 693329 672729 4724 3703 20600 16069 5163 10906 2358 4531 724 154 3446 668005 653238 27417 12457 12393 12060 1407 333 280 14960 14061 14767 13924 11351 515 625821 is_linear=0 shrinkage=0.03 Tree=913 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 2 2 0 2 2 2 2 2 2 2 1 0 2 2 2 2 1 2 2 2 2 2 2 split_gain=4.00404 4.89195 17.9605 23.2655 22.6929 16.3835 15.3868 16.2579 24.1175 13.7878 13.0378 12.8944 24.2677 15.4369 14.0059 14.4373 14.0753 16.1657 22.2663 13.5297 11.4892 43.6358 36.8855 14.101 10.4947 14.7111 10.3853 10.2392 10.209 13.5953 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2817.958129882813 -4.4999999999999991 2643.0056152343755 57.500000000000007 2680.677124023438 3093.6569824218755 58.500000000000007 3038.2934570312505 16176.651367187502 10603.448730468752 13578.460937500002 7700.5261230468759 3991.455688476563 3673.091186523438 -1.4999999999999998 44.500000000000007 4505.7285156250009 1921.9818115234377 1395.3037719726565 2192.347534179688 -2.4999999999999996 596.91259765625011 87.470542907714858 1707.8798828125002 245.54091644287112 9416.2739257812518 12715.829589843752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 26 20 7 -3 10 24 -9 12 14 -14 15 16 -5 18 -18 -17 21 -6 -22 -23 25 -8 -4 -27 -26 -30 right_child=-2 6 3 11 5 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20148.611828897148 74.964273780584335 919.1631832420826 520.68075011670589 259.46616278588772 701.66079445183277 215.08034279942513 412.18192701041698 1164.8446048051119 692.8373948186636 1300.1194564551115 484.0741573125124 52.445074856281281 1143.870037689805 438.7369799464941 495.9307514578104 205.42378488183022 535.42669495940208 66.313128188252449 31.100255221128464 126.74505982920527 leaf_count=443300 718099 41116 3179 3954 34609 1834 94 3082 35933 84788 337 3765 2110 1055 2859 873 1791 4683 2812 5451 1988 230 4746 1803 2033 842 3096 277 130 559 internal_value=1.87997e-05 -9.08488e-05 -0.000189099 -0.00102344 -0.000232039 -0.000660536 0.000197459 0.000831284 0.00178466 -0.000355594 0.00677631 -0.0023911 -0.00288479 -0.00783021 -0.00216922 -0.00276063 -0.00161078 -0.00034947 -0.00294884 -0.00516999 -0.000895085 -0.000474446 -0.00321379 0.00821913 -0.00389093 0.000812094 0.00365745 0.00274999 -0.00600896 0.00063602 internal_weight=322842 155430 115925 19345.5 12254.4 11038.3 39505.1 18408.3 8588.02 21096.8 790.907 7091.08 6171.92 780.147 5391.77 4690.11 3174.91 2269.86 1105.02 1515.2 10601.7 8973.79 1627.94 491.182 948.207 294.431 1216.07 271.737 653.776 157.845 internal_count=1411428 693329 524138 80838 51485 45210 169191 80468 39352 88723 3419 29353 25588 3165 22423 19564 13240 9286 4603 6324 43376 36642 6734 2033 3935 1213 6275 1119 2722 689 is_linear=0 shrinkage=0.03 Tree=914 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 3 0 0 0 0 1 1 2 2 2 3 0 0 0 0 1 0 0 0 0 0 1 2 0 split_gain=3.76723 4.74515 7.24384 6.61275 8.90228 6.3706 6.89447 8.43593 6.76417 5.24842 4.73209 8.63957 6.51565 4.60149 8.4931 12.9538 8.92635 9.7428 12.4405 17.629 11.4139 7.61271 7.40176 9.89603 7.17681 22.5683 9.76604 12.1195 6.89705 9.15528 threshold=1.0000000180025095e-35 156.82556152343753 164.41123962402347 47.500000000000007 34.500000000000007 149.35324859619143 1.469500005245209 35.500000000000007 56.500000000000007 13.500000000000002 52.500000000000007 -2.4999999999999996 -3.4999999999999996 186.24382019042972 234.47260284423831 210.22515869140628 4.1315000057220468 62.500000000000007 58.500000000000007 60.500000000000007 79.500000000000014 -1.4999999999999998 36.500000000000007 39.500000000000007 52.500000000000007 53.500000000000007 50.500000000000007 -2.4999999999999996 207.08887481689456 59.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 4 -3 6 8 9 -1 -8 -7 12 -12 24 15 22 17 18 -17 -20 21 -19 -15 -24 26 -26 -4 -28 29 -25 right_child=-2 2 13 -5 -6 10 7 -9 -10 -11 11 -13 -14 14 -16 16 -18 20 19 -21 -22 -23 23 28 25 -27 27 -29 -30 -31 leaf_value=-0.00028997393719670626 0.00011698005550593884 0.0069589785013862522 0.00053499954762629477 0.00057717999740742665 -0.0051175645492932296 0.0019755935162010661 0.018847113484030939 0.0045087839948584774 -0.0079107600048890538 -0.0011115763176058986 0.0060333080186674281 0.010649011149697827 -0.019627815015860067 0.00548164989298844 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3807 156 2805 454 2202 87 570 67 899 625821 10653 64 81 109 1298 53 199 137 10836 59 4028 176 335 2573 515 internal_value=1.82382e-05 -8.81213e-05 -0.00011795 -0.00247838 -0.0041559 0.000833049 0.000243865 0.00217612 -0.00060929 -0.000647035 0.00282923 0.00732001 -0.00584277 -9.96039e-05 -0.000125732 -0.00117123 -0.00261576 -0.00250543 -0.00278725 -0.00810685 0.00777306 0.012761 3.82485e-05 -0.000298703 0.00096138 0.00311547 0.000126253 -0.00818454 -0.000137462 -0.000783618 internal_weight=322840 155425 150550 1161.09 749.573 4874.98 3764.01 1152.89 2611.12 521.606 1110.97 177.449 35.8195 149388 145798 6672.93 3040.98 3027.03 2946.25 348.817 80.783 67.5637 3631.95 3420.24 3590.53 1003.12 2587.4 121.29 3386.43 2758.18 internal_count=1411428 693329 672729 4724 3052 20600 16069 5163 10906 2358 4531 724 154 668005 653238 27417 12457 12393 12060 1407 333 280 14960 14061 14767 4087 10680 511 13924 11351 is_linear=0 shrinkage=0.03 Tree=915 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 2 2 1 0 2 2 0 0 0 0 1 2 1 2 0 1 2 2 2 0 2 0 2 0 split_gain=1.36962 7.55102 9.3393 10.0519 8.68083 10.454 7.74162 13.7004 7.87728 7.34623 6.22364 14.2872 14.0071 12.9468 18.2344 13.5966 14.2416 11.2679 11.218 7.4687 6.18374 7.72292 6.07822 6.05613 5.76873 5.74722 8.30806 6.78253 6.3432 11.1855 threshold=41.500000000000007 -8.4999999999999982 46.500000000000007 156.82556152343753 2817.958129882813 1338.8272094726565 7510.0949707031259 2292.840698242188 -21.499999999999996 70.500000000000014 202.10085296630862 173.86003112792972 22.500000000000004 37.500000000000007 24.500000000000004 40.500000000000007 1.0000000180025095e-35 194.10739898681643 3.5000000000000004 207.08887481689456 66.500000000000014 -9.4999999999999982 5699.5627441406259 181.1947937011719 13836.183105468752 66.500000000000014 3673.103149414063 78.500000000000014 3673.091186523438 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 -2 5 -5 7 20 -8 24 11 -1 -13 14 -14 16 23 -17 -16 -12 -4 -22 -6 -15 -10 26 28 -27 -9 -30 right_child=1 -3 6 4 22 -7 8 25 9 -11 19 12 13 15 18 17 -18 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-0.00023138114581453526 -0.021800441445180924 -0.00012800470353261479 0.0013211496621404078 0.0035058467727411458 -0.0043020481706912026 0.015110641518684955 0.019845867670130718 -0.0011741661787751285 0.010070360058735366 0.013099224270573539 -0.0036576010460679337 -0.014269029036352779 0.0021016546853787807 -0.031338475641551712 0.011686260416079491 0.026357099771851376 0.0066448008379946808 0.0024411285897714811 0.038709575550078847 1.1843758366882394e-05 0.015640948323829243 -0.0098504701045338625 0.0075122651840493892 -0.010608893381539447 -0.0012892138478814506 -0.013755634458192509 0.0056717844495646225 0.0072607083420587219 -7.1132115707733524e-05 -0.017189059123946041 leaf_weight=2401.4259897619486 11.800326131284235 127695.06879205932 628.21968326717615 136.41419769823551 92.62269826233387 143.20450659096241 28.241153780370951 187.06206531822681 50.660769239068031 55.861573472619057 500.53641617298126 38.970254316926003 267.31000700592995 21.88142517209053 256.67966276407242 18.110869199037552 29.942718505859375 843.06710705161095 14.612534612417219 188914.94005220168 55.978386968374252 13.22300949692726 67.941026918590069 30.176341608166695 195.49728464335203 88.240917444229126 86.538545519113541 16.38691757619381 61.525963246822357 77.796171262860298 leaf_count=10660 67 549359 3351 716 522 988 342 969 247 310 2179 201 1181 88 1096 77 134 3600 70 832729 260 61 295 123 984 396 400 71 288 344 internal_value=-2.3954e-05 -9.93766e-05 0.00173101 0.00552417 0.00625669 0.00944915 0.000621499 -0.000485598 0.00469431 0.00327753 2.66401e-05 0.00120949 0.00348478 0.00395169 0.00766255 0.00183261 -0.00984024 0.00294409 0.0131418 2.14713e-06 0.00225871 0.01077 0.000697067 -0.0193222 0.00104865 -0.00418367 -0.00259233 -0.010464 -0.00478351 -0.00962962 internal_weight=323030 129692 1997.22 451.983 440.182 279.619 1545.23 1214.97 330.261 302.02 193338 3922.18 1520.75 1481.78 538.602 943.178 82.0005 861.178 271.292 189415 697.421 69.2014 160.564 52.0578 246.158 517.551 412.923 104.628 326.384 139.322 internal_count=1412108 559970 10611 2588 2521 1704 8023 6140 1883 1541 852138 17230 6570 6369 2347 4022 345 3677 1166 834908 3672 321 817 211 1231 2468 2001 467 1601 632 is_linear=0 shrinkage=0.03 Tree=916 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 2 2 1 0 2 2 0 0 0 0 1 1 2 2 0 1 2 2 2 2 0 0 2 0 split_gain=1.28854 7.11553 8.82758 9.40699 8.25877 10.0267 7.30557 12.881 7.58405 6.97145 5.85509 13.4393 13.194 12.1811 17.1453 12.7847 13.3982 11.0993 10.5733 7.0293 5.84937 7.31015 5.72206 5.71017 5.44972 5.38523 7.31984 5.37774 7.81303 6.34843 threshold=41.500000000000007 -8.4999999999999982 46.500000000000007 156.82556152343753 2817.958129882813 1338.8272094726565 7510.0949707031259 2292.840698242188 -21.499999999999996 70.500000000000014 202.10085296630862 173.86003112792972 22.500000000000004 37.500000000000007 24.500000000000004 40.500000000000007 1.0000000180025095e-35 4.5000000000000009 194.10739898681643 207.08887481689456 66.500000000000014 -9.4999999999999982 5699.5627441406259 181.1947937011719 13836.183105468752 2510.8642578125005 44.500000000000007 66.500000000000014 3673.103149414063 78.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 -2 5 -5 7 20 -8 24 11 -1 -13 14 -14 16 23 -16 -17 -12 -4 -22 -6 -15 -10 -7 -27 28 -9 -29 right_child=1 -3 6 4 22 25 8 27 9 -11 19 12 13 15 17 18 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-0.00022444034655816808 -0.020900410493746392 -0.00012416503969219211 0.0012823241075539974 0.0034064693674604003 -0.0041641524087358411 0.01947751484788094 0.019559344449903798 -0.0046327543404390522 0.0098081888503395599 0.012787348534523622 -0.003548872939604627 -0.013868691622500871 0.0020386998210031541 -0.030409655559909789 0.011476163343441032 0.025510014617585831 0.0064325801050443302 0.041791408917628455 0.0023674979421095151 1.1488388134567772e-05 0.015258027878358289 -0.0095217190280120472 0.0072992712283465721 -0.010282161460559876 -0.0012498572972482306 0.017312582747736043 -0.0046394149922736275 -0.013285841627564236 0.0055124139651241315 0.0070567988322563753 leaf_weight=2401.4185163602233 11.937086448073385 127694.59311569761 627.82944913208485 136.18553933501244 92.81620092689991 86.514459133148193 27.801908280700445 326.87259954214096 50.457601591944695 55.512642823159695 500.39755051583052 38.893503002822399 267.2977606356144 21.873366996645927 260.0290540009737 18.150267213582993 30.001743331551552 11.343800604343413 843.20631437003613 188914.82872131735 55.66652600467205 13.26846009492874 67.827600091695786 30.200802221894264 195.60203243792057 30.555847078561783 24.739403307437897 88.614499658346176 86.371836438775063 16.355103611946106 leaf_count=10660 67 549359 3351 716 522 599 342 1601 247 310 2179 201 1181 88 1111 77 134 55 3600 832729 260 61 295 123 984 221 168 396 400 71 internal_value=-2.32332e-05 -9.63903e-05 0.00168146 0.00537606 0.00609114 0.00922038 0.000603532 -0.000470793 0.00456645 0.00318425 2.584e-05 0.0011731 0.00337959 0.00383222 0.00743153 0.00177713 -0.00953632 0.0127434 0.00285515 2.08262e-06 0.00219314 0.0104885 0.000675975 -0.0187366 0.00101773 0.0148037 0.00749114 -0.00405259 -0.00251232 -0.0101163 internal_weight=323027 129690 1994.93 450.576 438.639 277.995 1544.35 1214.98 329.374 301.572 193338 3922.42 1521 1482.1 538.671 943.432 82.0759 271.373 861.357 189415 696.764 68.935 160.644 52.0742 246.06 141.81 55.2953 518.214 413.244 104.97 internal_count=1412108 559970 10611 2588 2521 1704 8023 6140 1883 1541 852138 17230 6570 6369 2347 4022 345 1166 3677 834908 3672 321 817 211 1231 988 389 2468 2001 467 is_linear=0 shrinkage=0.03 Tree=917 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 2 2 1 0 2 1 2 2 0 0 0 0 1 1 2 2 2 2 2 2 0 1 1 2 split_gain=1.21225 6.70489 8.34461 8.80739 7.85637 9.61576 6.90707 11.7968 6.91062 5.65017 7.11079 5.61738 5.50845 12.6424 12.4282 11.4616 16.1243 12.0229 12.6081 10.1232 9.92599 6.61573 5.44592 5.38939 5.38682 5.20567 6.98277 5.13041 4.99752 4.93628 threshold=41.500000000000007 -8.4999999999999982 46.500000000000007 156.82556152343753 2817.958129882813 1338.8272094726565 8055.6518554687509 2292.840698242188 -21.499999999999996 70.500000000000014 13836.183105468752 -18.499999999999996 202.10085296630862 173.86003112792972 22.500000000000004 37.500000000000007 24.500000000000004 40.500000000000007 1.0000000180025095e-35 4.5000000000000009 194.10739898681643 207.08887481689456 169.44351196289065 181.1947937011719 5699.5627441406259 2510.8642578125005 44.500000000000007 1.0000000180025095e-35 -4.4999999999999991 589.46820068359386 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 5 29 7 11 -8 10 -10 -4 13 28 -15 16 27 18 23 -18 -19 -14 -13 -17 -6 -7 -27 -16 -1 -5 right_child=1 -3 6 4 24 25 8 -9 9 -11 -12 22 21 14 15 17 19 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0084370890913529062 -0.020050458955105953 -0.00012044052381479718 -0.003400827496660003 0.0057925227376040217 -0.0040309746190763532 0.019137274864319882 0.019045273932940639 -0.0038134643890060066 0.012032203889890026 0.012266453932050397 -0.0012117231576302253 -0.0022444541270021556 -0.0034433660521203183 -0.013479428812307508 0.006144955464984312 -0.0295218853609703 0.011137835062066441 0.024698949966923997 0.0062276526448479643 0.039860886913047108 0.0022961049094521666 1.1143758318329219e-05 0.0049747145479643179 -0.0099662692873871434 0.007092146748125085 0.016992355086937378 -0.0044866987064246799 -0.0021677227365211574 -0.00043411606276107131 -0.0098511683339647729 leaf_weight=58.581093363463879 12.067768946290014 127694.13111148775 133.58311966061592 114.38486470282078 93.003333181142807 85.427618861198425 26.990328621119261 529.10219684243202 44.847106173634529 50.821366928517818 195.70351492613554 119.38049902021885 500.26028826832771 38.817353278398514 133.28951326012611 21.855451121926308 259.89207071065903 18.183370977640152 30.058434948325157 11.53340671956539 843.33933534473181 188914.72075646085 443.15741138160229 30.222963064908981 67.715954765677452 30.203127980232239 24.812890380620956 133.99595704674721 2342.8301310054958 21.578257828950882 leaf_count=316 67 549359 713 608 522 599 339 2517 222 289 984 610 2179 201 600 88 1111 77 134 55 3600 832729 2349 123 295 221 168 581 10344 108 internal_value=-2.2534e-05 -9.34933e-05 0.00163324 0.00523192 0.00592989 0.00899671 0.000585999 -0.000436955 0.00452286 0.00317762 0.00125741 0.00212943 2.50641e-05 0.00113781 0.0032777 0.0037165 0.00720787 0.00172337 -0.00924349 0.0123583 0.00276894 2.02012e-06 0.00344268 -0.0181731 0.000655537 0.0145022 0.00730504 0.00197763 -0.000217708 0.00330976 internal_weight=323024 129687 1992.78 449.194 437.126 276.407 1543.59 1225.22 318.362 291.372 240.551 696.121 193338 3922.6 1521.19 1482.37 538.711 943.66 82.1368 271.425 861.523 189415 562.538 52.0784 160.719 140.444 55.016 267.285 2401.41 135.963 internal_count=1412108 559970 10611 2588 2521 1704 8023 6189 1834 1495 1206 3672 852138 17230 6570 6369 2347 4022 345 1166 3677 834908 2959 211 817 988 389 1181 10660 716 is_linear=0 shrinkage=0.03 Tree=918 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 2 2 1 0 0 1 2 2 0 2 2 2 0 1 2 1 2 2 2 0 0 2 0 2 split_gain=1.14049 6.31793 7.88802 8.2494 7.47283 9.2179 6.52308 11.3993 7.02956 6.42229 5.47062 6.95271 5.18331 11.8961 11.708 10.8151 6.22647 5.74421 16.855 5.80749 5.07126 5.05617 6.50349 10.6812 5.03053 6.66023 5.03024 7.33587 5.93695 5.92802 threshold=41.500000000000007 -8.4999999999999982 46.500000000000007 156.82556152343753 2817.958129882813 1338.8272094726565 7510.0949707031259 2292.840698242188 -21.499999999999996 76.500000000000014 66.500000000000014 -9.4999999999999982 202.10085296630862 173.86003112792972 22.500000000000004 177.03444671630862 207.08887481689456 181.1947937011719 38.500000000000007 10.500000000000002 5699.5627441406259 -18.499999999999996 1707.8798828125002 723.02862548828136 2510.8642578125005 44.500000000000007 66.500000000000014 3673.103149414063 78.500000000000014 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=12 2 3 -2 5 -5 7 10 -8 -10 21 -12 13 -1 -15 -16 -14 18 -17 -19 -6 -4 23 -23 -7 -26 27 29 -28 -9 right_child=1 -3 6 4 20 24 8 26 9 -11 11 -13 16 14 15 17 -18 19 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-0.00021118712767317099 -0.019246615881691746 -0.00011682771876039891 -0.0041783741685166497 0.0032161976922150319 -0.0039023341570406118 0.018800774653363331 0.018998170837150562 -0.0008813188939780065 0.0014636279464123798 0.01544311549895174 0.014796830581404741 -0.0093704798851533874 -0.0033409842048146383 -0.013100906207605121 0.012083574548137082 0.0073323961961809011 1.0809461287703974e-05 0.0030543862853839852 -0.024072296747267692 0.022816972509700661 0.0068907298950702765 0.0026829475012912617 0.0087758406923586826 -0.011715016368160025 0.016675763331807723 -0.0043394655169361855 -0.012706114899211196 0.0054646300818100846 0.0069656399179594247 -0.0090351975176931471 leaf_weight=2401.154513772577 12.192677855491636 127693.68203394138 126.21122173219919 135.73409701883793 93.184318616986275 84.364170268177986 26.967786099761724 187.83457137644291 267.46189403533936 33.254028894007206 55.279506415128708 13.289305806159971 500.1247266381979 38.741889879107475 124.07472068071365 36.174533531069756 188914.61576105148 1281.7328435331583 26.757951453328133 13.523892141878603 67.606132693588734 330.94914937019348 115.74387985467911 53.929072007536888 29.85851389169693 24.884015917778015 89.070769086480141 86.321734577417374 16.34078511595726 140.09861753880978 leaf_count=10660 67 549359 679 716 522 599 342 969 1355 186 260 61 2179 201 547 155 832729 5471 110 86 295 1732 682 258 221 168 396 400 71 632 internal_value=-2.18558e-05 -9.06839e-05 0.00158642 0.0050916 0.00577279 0.00877814 0.000568951 -0.000444089 0.00432536 0.00300952 0.00206782 0.010113 2.43119e-05 0.00110378 0.00317968 0.00360521 1.95949e-06 0.00283068 -0.00602041 0.00326073 0.00063573 0.00118777 0.00254062 0.000665507 0.0142052 0.00712298 -0.00380545 -0.00231656 -0.00965662 -0.00436479 internal_weight=323021 129684 1990.58 447.824 435.631 274.841 1542.75 1215.07 327.684 300.716 695.402 68.5688 193337 3922.16 1521.01 1482.26 189415 1358.19 62.9325 1295.26 160.79 626.833 500.622 384.878 139.107 54.7425 519.666 414.255 105.412 327.933 internal_count=1412108 559970 10611 2588 2521 1704 8023 6140 1883 1541 3672 321 852138 17230 6570 6369 834908 5822 265 5557 817 3351 2672 1990 988 389 2468 2001 467 1601 is_linear=0 shrinkage=0.03 Tree=919 num_leaves=31 num_cat=0 split_feature=0 0 2 1 1 2 2 2 2 1 3 0 0 0 0 0 1 0 2 1 1 2 1 0 2 0 0 0 0 1 split_gain=1.10979 3.72621 1.11674 4.31794 1.05002 2.9466 7.0048 3.31342 10.2642 6.26209 7.17183 5.12518 5.0362 6.91897 3.90893 8.93324 6.45947 5.1828 4.78058 4.69382 3.69852 3.28729 6.19193 5.54377 7.84433 5.71894 2.73466 7.04153 6.35288 4.74173 threshold=98.500000000000014 99.500000000000014 52302.683593750007 1.0000000180025095e-35 37.500000000000007 679.17321777343761 67.829120635986342 3527.054809570313 3267.230346679688 44.500000000000007 1.1054999828338625 48.500000000000007 79.500000000000014 70.500000000000014 68.500000000000014 65.500000000000014 57.500000000000007 76.500000000000014 18984.831054687504 68.500000000000014 50.500000000000007 1768.4891357421877 43.500000000000007 47.500000000000007 2726.1987304687505 49.500000000000007 59.500000000000007 56.500000000000007 57.500000000000007 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 -1 6 -6 8 21 10 -9 -11 13 -12 15 -13 18 19 20 -18 -16 22 -7 24 -23 -25 27 29 -29 -27 right_child=1 -3 3 -5 5 7 -8 9 -10 11 12 14 -14 -15 16 -17 17 -19 -20 -21 -22 23 -24 25 -26 26 -28 28 -30 -31 leaf_value=-2.3351803870160102e-05 0.0043397681580729444 -0.032840810898925668 0.021070948260686412 -0.02302318578850461 -0.0096073665377386652 -0.026798125385104583 0.018765060734258137 0.027530467923634346 -0.017727269957966287 -0.017025528718998279 0.0047227667903653762 0.00095711740125539008 -0.0054837643568571692 0.025402279285452602 -0.0099053537324323444 0.020439612374566603 0.0013701576275658648 0.0054501121323451591 -8.7517023203807049e-05 -0.016973510882468314 -0.032702693036048204 0.026272308468708806 0.0023751261218815326 -0.017788575286669203 0.00010817869142358678 -0.0055609137116158372 0.01205962115296765 -0.026695128876720171 -0.00011388237986557647 0.0090273700382052218 leaf_weight=322215.76121098903 12.862707316875461 4.0020608268678179 2.9022288620471954 6.4205149055924267 11.623783156275747 11.090188138186933 24.004457481205463 14.33914878964424 32.908653929829597 15.32683804631233 80.284884676337242 122.03809940814972 30.504516921937466 17.787558972835541 13.661022767424585 25.630353018641472 28.782986894249916 85.464675230905414 16.992212697863579 22.266541719436646 12.057873725891112 17.908207878470421 15.986690334975718 16.442462339997292 24.316418901085854 31.349217891693115 17.3692093975842 15.257806673645971 17.230485394597054 55.648022428154945 leaf_count=1408218 90 51 12 220 52 62 111 66 135 67 341 524 155 76 58 108 120 519 85 94 50 75 67 69 101 130 87 62 70 233 internal_value=-2.11975e-05 -0.00619676 -0.00139041 -0.0092964 -2.06968e-05 0.00108132 0.0095085 0.000675941 -0.002089 0.00213215 0.00740641 -7.04506e-05 0.00516214 0.00847344 0.00072451 0.00433863 -0.00225326 0.000932415 -0.0124354 -0.0066309 -0.0205935 0.000222941 -0.0095737 0.00157963 0.0112048 -0.00107157 0.000936904 -0.000679968 -0.0125975 0.00377052 internal_weight=323018 26.1875 22.1855 9.32274 322992 776.272 35.6282 740.644 255.507 485.137 142.916 342.221 128.577 98.0724 326.894 147.668 179.225 136.514 42.7111 51.0495 25.7189 222.599 27.0769 195.522 42.2246 153.297 136.855 119.486 32.4883 86.9972 internal_count=1412108 373 322 232 1411735 3517 163 3354 1091 2263 638 1625 572 417 1558 632 926 733 193 214 108 956 129 827 176 651 582 495 132 363 is_linear=0 shrinkage=0.03 Tree=920 num_leaves=31 num_cat=0 split_feature=2 1 3 1 0 1 0 2 0 0 0 0 1 3 0 1 1 2 0 0 1 0 1 2 0 2 2 0 1 0 split_gain=2.19308 4.25705 10.053 8.20165 4.90551 3.97706 3.84928 4.93072 3.67739 4.12758 7.4932 3.54016 3.4118 3.36819 14.708 8.25029 7.29275 7.09319 7.32392 5.71379 4.25832 4.11628 5.25264 4.05872 3.9383 27.7389 6.21823 15.1928 7.60164 5.76941 threshold=89440.765625000015 6.5000000000000009 3.2575000524520878 5.5000000000000009 70.500000000000014 14.500000000000002 79.500000000000014 99995.847656250015 10.500000000000002 96.500000000000014 97.500000000000014 9.5000000000000018 78.500000000000014 3.4465000629425053 29.500000000000004 -1.4999999999999998 -15.499999999999998 99995.847656250015 45.500000000000007 73.500000000000014 -2.4999999999999996 24.500000000000004 2.5000000000000004 94494.871093750015 2.5000000000000004 94494.871093750015 94494.871093750015 8.5000000000000018 -2.4999999999999996 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 13 5 -3 7 -5 11 -10 -11 -4 -12 14 15 16 -2 18 -16 23 -19 -17 -23 -20 25 -15 27 29 -29 -26 right_child=1 2 8 6 -6 -7 -8 -9 9 10 12 -13 -14 24 17 21 -18 20 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-2.6545054586956277e-05 0.019007704150095568 -0.0073673784600597741 0.0044321804304910048 -0.028319747024848369 0.0077942106273053598 -0.026577840774340521 0.0045440944004731193 -0.0083361576486158349 0.0026327490406874298 0.04809492547773199 0.014452554940752331 0.021518212074375018 -0.025853004212958913 -0.0078971446500483277 -0.015339750231634742 0.0085528315583293154 -0.0045780712515240077 -0.0078397226734940526 0.010059726015686965 -0.010975848702926443 0.00029712170627140157 0.0045218640025606466 -0.010223135920361826 -0.004738365755300596 0.0085712592490737316 0.0013650320902903806 -0.00083835953973978173 0.011945748145730592 -0.0014239705050698224 0.024801333302260285 leaf_weight=302972.09938608296 12.997852791100739 28.400216042995453 22.511549681425095 13.059166625142096 11.948797002434729 14.729305826127527 16.343516737222672 74.541358932852745 290.59310162439942 5.1490348204970333 6.6307584494352341 21.184670656919479 2.6437744628638029 323.10560018382967 61.442583158612251 254.7442798614502 127.8868902027607 62.710284925997257 35.312297269701958 42.699478685855865 752.3393689095974 312.00279001891613 23.372406482696533 31.615584000945091 87.157266795635223 2929.3943950241664 13638.535844555125 42.408340755850077 392.61154918372631 25.47335496917367 leaf_count=1312401 58 131 95 54 50 74 68 317 1266 35 54 87 158 1540 259 1030 517 288 156 184 3304 1261 95 138 394 26786 57841 182 1622 105 internal_value=-4.64711e-05 -0.000353488 0.00269505 -0.000417403 -0.00921555 -0.013928 -0.00882162 -0.0113152 0.0045763 0.00341025 0.0190746 0.0127158 0.00296316 -0.000371799 0.000895927 0.00412072 -0.00240208 -0.00149459 -0.00704829 -0.0024012 -0.000328931 0.00567797 0.00349428 0.00306936 -0.000496628 0.000444921 -0.000712499 0.0024219 -0.00012061 0.012242 internal_weight=322636 19663.5 403.791 19259.8 55.0783 43.1295 103.944 87.6005 348.713 305.017 14.4236 43.6962 9.27453 19155.8 1717.12 731.004 140.885 986.12 171.07 109.627 815.05 590.119 335.375 66.9279 17438.7 3252.5 14186.2 547.651 435.02 112.631 internal_count=1410550 98149 1950 96199 255 205 439 371 1695 1513 247 182 212 95760 7290 2961 575 4329 737 478 3592 2386 1356 294 88470 28326 60144 2303 1804 499 is_linear=0 shrinkage=0.03 Tree=921 num_leaves=31 num_cat=0 split_feature=2 1 3 1 0 1 0 2 0 0 0 0 1 3 0 1 1 2 0 0 1 0 1 2 0 2 2 0 1 0 split_gain=2.06385 4.00589 9.47748 7.73312 4.63938 3.81461 3.63075 4.66883 3.44806 3.8847 6.93734 3.31624 3.24607 3.16917 13.8353 7.75602 6.8864 6.68015 6.92971 5.36293 4.00322 3.86617 4.9439 3.82624 3.70531 26.1383 5.85268 14.335 7.15911 5.45048 threshold=89440.765625000015 6.5000000000000009 3.2575000524520878 5.5000000000000009 70.500000000000014 14.500000000000002 79.500000000000014 99995.847656250015 10.500000000000002 96.500000000000014 97.500000000000014 9.5000000000000018 78.500000000000014 3.4465000629425053 29.500000000000004 -1.4999999999999998 -15.499999999999998 99995.847656250015 45.500000000000007 73.500000000000014 -2.4999999999999996 24.500000000000004 2.5000000000000004 94494.871093750015 2.5000000000000004 94494.871093750015 94494.871093750015 8.5000000000000018 -2.4999999999999996 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 13 5 -3 7 -5 11 -10 -11 -4 -12 14 15 16 -2 18 -16 23 -19 -17 -23 -20 25 -15 27 29 -29 -26 right_child=1 2 8 6 -6 -7 -8 -9 9 10 12 -13 -14 24 17 21 -18 20 19 -21 -22 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-2.5748653904983405e-05 0.018526542541160537 -0.0071612747480103052 0.0042948296222236407 -0.02758123059080635 0.0075720499768389821 -0.026044170419851808 0.0044110585552987009 -0.0081001800677132259 0.0025538452171558357 0.046236711288839022 0.014030503394809301 0.020816328063943981 -0.025546440021975949 -0.0076731651966863946 -0.014923692747861116 0.0082893330065077209 -0.0044425819807773458 -0.0075981258478036084 0.0097802285958819967 -0.010618687425973473 0.00028821049824902706 0.0043843017042601287 -0.0099286425371445421 -0.0045920561533649672 0.008332133906916471 0.0013247726860000997 -0.00081318172578600416 0.011599556761656487 -0.0013812170153495039 0.02412891977888975 leaf_weight=302972.22856335511 12.936306256800888 28.341952532529831 22.534186795353889 13.007359772920607 11.930667147040365 14.582432247698305 16.331520393490791 74.413514241576195 290.58427395299077 5.19457174837589 6.6253943964838982 21.241118356585503 2.5959640070796013 322.56928487680852 61.263617426156998 254.95347757637501 127.83435744047165 62.762338891625404 35.233022347092628 42.809893034398556 752.33364583551884 312.13637307286263 23.344119176268578 31.643777430057526 86.971706725656986 2927.8905380599899 13638.975767958909 42.364478304982185 392.62124900519848 25.398867480456829 leaf_count=1312401 58 131 95 54 50 74 68 317 1266 35 54 87 158 1540 259 1030 517 288 156 184 3304 1261 95 138 394 26786 57841 182 1622 105 internal_value=-4.50777e-05 -0.000342929 0.00261491 -0.000404923 -0.00897661 -0.0135762 -0.00857313 -0.0109988 0.00443801 0.00330796 0.0185087 0.0123116 0.00288894 -0.000360678 0.000868968 0.00399597 -0.0023318 -0.00144986 -0.00684168 -0.00232761 -0.000319037 0.00550463 0.00338835 0.00297976 -0.000481779 0.000431835 -0.000691112 0.00235061 -0.000116983 0.0119026 internal_weight=322634 19661.4 403.631 19257.8 54.8551 42.9244 103.752 87.4209 348.776 305 14.4159 43.7753 9.22136 19154 1717.25 731.205 140.771 986.046 170.95 109.687 815.096 590.434 335.48 66.8768 17436.8 3250.46 14186.3 547.356 434.986 112.371 internal_count=1410550 98149 1950 96199 255 205 439 371 1695 1513 247 182 212 95760 7290 2961 575 4329 737 478 3592 2386 1356 294 88470 28326 60144 2303 1804 499 is_linear=0 shrinkage=0.03 Tree=922 num_leaves=31 num_cat=0 split_feature=2 1 3 1 0 1 0 2 0 0 0 3 0 1 1 2 0 0 1 0 1 2 0 0 2 2 0 1 0 1 split_gain=1.94224 3.76965 8.93507 7.29151 4.38762 3.65904 3.42474 4.4232 3.234 3.6709 3.10825 2.98193 13.0148 7.2917 6.50285 6.29148 6.5567 5.03428 3.76358 3.63173 4.65341 3.60702 3.60308 3.48611 24.6294 5.50867 13.526 6.74253 5.15181 3.79072 threshold=89440.765625000015 6.5000000000000009 3.2575000524520878 5.5000000000000009 70.500000000000014 14.500000000000002 79.500000000000014 99995.847656250015 10.500000000000002 95.500000000000014 9.5000000000000018 3.4465000629425053 29.500000000000004 -1.4999999999999998 -15.499999999999998 99995.847656250015 45.500000000000007 73.500000000000014 -2.4999999999999996 24.500000000000004 2.5000000000000004 94494.871093750015 70.500000000000014 2.5000000000000004 94494.871093750015 94494.871093750015 8.5000000000000018 -2.4999999999999996 7.5000000000000009 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 4 11 5 -3 7 -5 10 -10 -4 12 13 14 -2 16 -14 21 -17 -15 -21 22 -18 24 -13 26 28 29 -25 -28 right_child=1 2 8 6 -6 -7 -8 -9 9 -11 -12 23 15 19 -16 18 17 -19 -20 20 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=-2.497618561053822e-05 0.018058087545586687 -0.006960679419299765 0.0041619044435560011 -0.026869000659092573 0.0073561036006057701 -0.025522536573344981 0.0042818656378132676 -0.0078707356771693139 0.0022472151199158207 0.014474640827976126 0.020143435733087928 -0.0074553293686040424 -0.014519293956101225 0.0080344406919577137 -0.0043110925156257217 -0.0073643249445464899 -0.00032426701295834972 -0.01027457411214127 0.00027956628224880058 0.0042510220453790808 -0.0096427706673544045 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-0.000392817 -0.00874368 -0.0132331 -0.00833179 -0.0106914 0.00430405 0.00320878 0.0119222 -0.00034989 0.000842836 0.00387511 -0.00226358 -0.00140649 -0.0066414 -0.00225641 -0.000309442 0.00533679 0.0032857 0.00289279 0.00950828 -0.000467374 0.000419127 -0.000670369 0.00228144 -0.000113465 0.011573 0.0112637 internal_weight=322632 19659.3 403.461 19255.8 54.6339 42.7211 103.559 87.2397 348.827 304.98 43.8473 19152.3 1717.35 731.383 140.657 985.963 170.824 109.74 815.14 590.726 335.578 66.8255 35.1547 17434.9 3248.47 14186.5 547.058 434.95 112.109 42.3195 internal_count=1410550 98149 1950 96199 255 205 439 371 1695 1513 182 95760 7290 2961 575 4329 737 478 3592 2386 1356 294 156 88470 28326 60144 2303 1804 499 182 is_linear=0 shrinkage=0.03 Tree=923 num_leaves=31 num_cat=0 split_feature=2 1 3 1 0 0 0 2 0 3 0 1 1 2 0 0 1 0 1 2 0 0 2 2 0 1 0 0 2 0 split_gain=1.82774 3.54738 8.44659 6.87522 3.63083 3.89225 3.23051 4.1925 2.91482 2.80581 12.2432 6.8555 6.14077 5.92627 6.20316 4.72661 3.53845 3.41192 4.38005 3.40197 3.4174 3.27989 23.207 5.18491 12.7629 6.35002 4.87176 3.66418 2.98647 2.7965 threshold=89440.765625000015 6.5000000000000009 2.3904999494552617 5.5000000000000009 10.500000000000002 95.500000000000014 79.500000000000014 99995.847656250015 9.5000000000000018 3.4465000629425053 29.500000000000004 -1.4999999999999998 -15.499999999999998 99995.847656250015 45.500000000000007 73.500000000000014 -2.4999999999999996 24.500000000000004 2.5000000000000004 94494.871093750015 70.500000000000014 2.5000000000000004 94494.871093750015 94494.871093750015 8.5000000000000018 -2.4999999999999996 7.5000000000000009 19.500000000000004 99995.847656250015 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 9 8 -6 7 -5 -4 10 11 12 -2 14 -12 19 -15 -13 28 20 -16 22 -11 24 26 27 -23 -26 -19 -9 right_child=1 2 4 6 5 -7 -8 29 -10 21 13 17 -14 16 15 -17 -18 18 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-2.4226885692864859e-05 0.01760183853024266 -0.01703620049168883 0.0040332487829776676 -0.02618133177472607 0.0014972314674751475 0.01402696183014436 0.0041564031304513766 0.0043140604140058502 0.019497734410940767 -0.0072434743891207545 -0.014126125559072779 0.0077878271885110061 -0.0041834829434868152 -0.0071380379842871334 -0.0003145200460039669 -0.0099429113665576163 0.00027118132189306884 0.0088723826884271779 -0.0093652326191584409 -0.0043133244857923286 0.018421714920635549 0.007873000214150494 0.0012477248818279678 -0.00076507594864625556 0.018160718447995258 -0.0012995281978655253 0.022852013912315654 0.00013844385545679527 0.0023106521050695003 -0.010484768862001262 leaf_weight=302972.47564147116 12.81309227645397 19.051571890711784 22.576859086751938 12.894724994897841 316.35250253975391 24.006311242002994 16.308156460523605 14.217955857515333 21.335874497890472 321.52568439766765 60.903006076812744 255.32760338485241 127.73030668497086 62.857914499938488 17.16562919318676 43.014291122555733 752.3226472735405 86.22690124809742 23.286740019917488 31.696813851594925 17.895117536187172 86.609468415379524 2925.0127153994981 13639.805027659982 25.331580951809883 392.63877089321613 25.23561393097043 16.944776047021151 226.15596430003643 59.944685786962509 leaf_count=1312401 58 100 95 54 1370 298 68 58 87 1540 259 1030 517 288 77 184 3304 346 95 138 79 394 26786 57841 105 1622 105 77 915 259 internal_value=-4.24149e-05 -0.000322744 0.00246175 -0.000381072 0.00342843 0.00238098 -0.00809735 -0.0103928 0.011547 -0.000339423 0.000817521 0.00375802 -0.00219735 -0.00136444 -0.00644775 -0.00218768 -0.000300138 0.00517425 0.00318623 0.00280929 0.00924851 -0.000453398 0.000406787 -0.000650248 0.00221432 -0.000110043 0.0112527 0.0109372 0.00412188 -0.00764764 internal_weight=322630 19657.2 403.323 19253.9 384.272 340.359 103.366 87.0574 43.9127 19150.5 1717.4 731.541 140.543 985.855 170.675 109.772 815.181 590.997 335.67 66.7576 35.0607 17433.1 3246.54 14186.6 546.76 434.915 111.845 42.2764 312.383 74.1626 internal_count=1410550 98149 1950 96199 1850 1668 439 371 182 95760 7290 2961 575 4329 737 478 3592 2386 1356 294 156 88470 28326 60144 2303 1804 499 182 1261 317 is_linear=0 shrinkage=0.03 Tree=924 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 3 3 0 2 3 3 0 3 2 3 1 1 1 1 0 2 0 2 2 1 1 0 2 0 split_gain=1.80754 3.1751 11.4487 4.1447 1.8069 10.3448 15.0307 48.3899 24.1647 20.255 28.4111 20.3813 15.9435 49.169 34.5171 20.8041 18.0305 18.0005 15.8878 15.6569 17.1416 17.6695 14.6403 70.8931 30.2478 29.7067 30.6493 16.0374 14.465 22.0276 threshold=97.500000000000014 58108.183593750007 94494.871093750015 12411.391601562502 2602.8994140625005 1526.1497802734377 1.9854999780654909 3.4465000629425053 57.500000000000007 2102.052612304688 4.7190001010894784 28.166500091552738 10.500000000000002 4.4095001220703134 2047.524841308594 3.653500080108643 1.0000000180025095e-35 -2.4999999999999996 5.5000000000000009 -2.4999999999999996 85.500000000000014 2047.524841308594 53.500000000000007 2385.3286132812505 1921.9818115234377 5.5000000000000009 1.0000000180025095e-35 55.500000000000007 2243.352905273438 25.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 -1 8 28 22 11 -11 12 14 15 18 -14 17 -17 -9 -15 21 -21 -7 24 -24 26 -26 -25 29 -8 right_child=1 2 -4 -5 -6 6 7 9 -10 10 -12 -13 13 19 -16 16 -18 -19 -20 20 -22 -23 23 27 25 -27 -28 -29 -30 -31 leaf_value=-3.0270248269445355e-07 -0.0025276405680087336 -0.03636208033314646 -0.00296163952314392 0.016476295493677594 1.9599459748930715e-05 -8.3442916461709017e-05 0.0024649749810732305 0.0013426993915038529 0.0040928731443571932 0.010438102992143383 0.00072094631014973118 0.021538570376839258 -0.0067251157513806671 0.0082039054010371731 -0.015547956055679676 0.015108828192277133 0.0088326709136348439 -0.0043308158273981656 -0.033408200820102846 -0.013727086035760835 -0.0013653099327675645 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-0.00698919 0.00220645 -3.96512e-05 -0.00012476 -0.00068994 -0.00168962 -0.000123434 -0.000168336 0.00223115 -0.00145135 -0.00165814 -0.0037267 0.000155908 0.0013983 0.00405645 -0.00114392 0.0011269 -0.00855955 -0.0094737 -0.0116557 -0.000461746 -0.00292947 0.00141619 0.00330388 0.00518947 -0.0107554 -0.00500297 -0.00368089 internal_weight=322628 142.316 87.0985 55.2179 322485 132361 23886.8 8640.11 15246.7 5921.39 2063.06 3858.33 3823.93 1786.64 2037.3 867.11 653.328 312.776 1918.66 919.529 871.977 687.081 14114.2 1876.1 1206.27 1041.78 915.014 669.832 2718.72 1991.7 internal_count=1410550 971 656 315 1409579 568973 101817 38122 63695 26691 9353 17338 17073 7599 9474 3611 2720 1312 8932 3988 3755 2953 59058 7692 4950 4272 3747 2742 11431 8380 is_linear=0 shrinkage=0.03 Tree=925 num_leaves=31 num_cat=0 split_feature=2 0 2 3 3 3 2 2 1 0 0 2 2 1 1 2 1 3 2 0 2 0 1 0 2 0 2 0 0 2 split_gain=2.87066 6.8443 9.4191 24.0156 38.7228 26.17 24.1388 28.6584 22.3706 17.6864 20.2654 74.8755 33.3433 26.2105 25.6339 17.6084 16.0757 15.1408 14.8044 14.1457 41.7251 27.4292 26.4614 14.8371 14.0965 44.3121 13.8178 19.8457 20.8881 15.6029 threshold=2643.0056152343755 7.5000000000000009 1526.1497802734377 1.9854999780654909 3.4465000629425053 4.7190001010894784 1986.3098144531252 2554.751831054688 1.0000000180025095e-35 57.500000000000007 53.500000000000007 2385.3286132812505 1921.9818115234377 5.5000000000000009 1.0000000180025095e-35 1826.4194335937502 1.5000000000000002 4.1315000057220468 1707.8798828125002 11.500000000000002 2047.524841308594 85.500000000000014 -2.4999999999999996 89.500000000000014 2243.352905273438 55.500000000000007 2243.352905273438 25.500000000000004 29.500000000000004 1768.4891357421877 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 9 26 6 8 -8 17 10 -4 12 15 14 -14 -12 -13 -6 -19 -7 21 22 -21 -23 -16 -26 27 29 -29 -5 right_child=-2 2 3 4 5 19 7 -9 -10 -11 11 16 13 -15 24 -17 -18 18 -20 20 -22 23 -24 -25 25 -27 -28 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129.65198850631714 360.27391010522842 55.189564123749733 281.2350212931633 24.726197719573975 56.01176717877388 30.411870941519737 829.41304909437895 33.053856208920479 434.62720100581646 132.82995092868805 90.620889216661453 92.379381418228149 773.97254057228565 614.76715677976608 984.79436473548412 275.59223546087742 leaf_count=10576 837356 464377 53905 627 1202 7778 2064 238 1845 5093 457 2237 1530 538 1442 227 1153 102 231 150 3548 143 1877 576 363 370 3250 2568 4183 1145 internal_value=-1.87784e-05 -0.00012532 -0.000152337 -0.000697129 -0.00211841 -0.000410128 0.00307009 0.00792402 -0.000215358 -4.89611e-05 -0.000336384 -0.00312291 0.00166273 0.00366392 0.00547076 -0.010826 -0.0100646 -0.00567356 -0.0171557 -0.00189777 -0.00407107 -0.00988528 -0.0136212 0.000587991 0.00959147 0.00281102 -0.00489458 -0.00359163 -0.00512378 0.00216421 internal_weight=322769 133481 131403 23462.3 7348.59 4549.26 1362.29 549.887 812.406 16113.7 14870.1 2028.51 1200.72 1034.89 905.242 165.831 827.787 368.918 80.738 3186.97 1460.34 630.923 465.039 165.884 543.274 183 2799.32 2025.35 1599.56 425.786 internal_count=1411151 573795 563219 98842 31527 19754 5682 2302 3380 67315 62222 8317 4927 4243 3705 684 3390 1535 333 14072 6294 2746 2027 719 2175 733 11773 8523 6751 1772 is_linear=0 shrinkage=0.03 Tree=926 num_leaves=31 num_cat=0 split_feature=2 0 2 3 3 3 2 2 1 0 0 2 2 1 1 2 1 3 2 0 2 0 1 0 2 0 3 3 2 0 split_gain=2.70104 6.44123 8.86315 22.6012 36.4536 24.6226 22.7325 26.977 21.0312 16.643 19.0679 70.4337 31.3699 24.677 24.1255 16.5385 15.0933 14.2006 13.8168 13.3176 39.3068 25.8586 24.9207 13.95 13.2553 41.7133 13.0245 16.6797 13.0151 18.6798 threshold=2643.0056152343755 7.5000000000000009 1526.1497802734377 1.9854999780654909 3.4465000629425053 4.7190001010894784 1986.3098144531252 2554.751831054688 1.0000000180025095e-35 57.500000000000007 53.500000000000007 2385.3286132812505 1921.9818115234377 5.5000000000000009 1.0000000180025095e-35 1826.4194335937502 1.5000000000000002 4.1315000057220468 1707.8798828125002 11.500000000000002 2047.524841308594 85.500000000000014 -2.4999999999999996 89.500000000000014 2243.352905273438 55.500000000000007 4.4095001220703134 3.653500080108643 2243.352905273438 25.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 9 28 6 8 -8 17 10 -4 12 15 14 -14 -12 -13 -6 -19 -7 21 22 -21 -23 -16 -26 27 -10 29 -5 right_child=-2 2 3 4 5 19 7 -9 26 -11 11 16 13 -15 24 -17 -18 18 -20 20 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0015356764121860493 5.4661335127025588e-05 -3.2901511327372169e-05 0.00010067351762484562 0.0020994049273259513 -0.0023819644736955349 -5.7874318041850731e-05 0.0099590486075010979 -0.011777381424832239 -0.0043906476433850841 0.003286692568586917 -0.0038045701113881398 -0.012664970656221065 -0.00069246622111282334 -0.0086969466235296104 0.012644228289547295 -0.023904026979927519 -0.0041113192589028362 -0.035230372157948601 -0.0083531782859372454 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internal_value=-1.82152e-05 -0.000121562 -0.000147769 -0.000676257 -0.00205518 -0.000397835 0.00297725 0.00768993 -0.000208671 -4.749e-05 -0.000326293 -0.00302926 0.0016131 0.00355477 0.00530679 -0.0104986 -0.00976081 -0.00549883 -0.0166049 -0.00184118 -0.00395049 -0.00959723 -0.0132283 0.0005703 0.00930503 0.00272796 0.00419213 0.00531899 -0.0047494 -0.00348482 internal_weight=322766 133479 131401 23460.8 7347.45 4549.08 1362.66 549.632 813.029 16113.4 14870 2028.47 1200.53 1034.66 905.215 165.87 827.939 369.207 80.9095 3186.42 1459.78 630.37 464.489 165.881 543.198 182.916 443.821 423.462 2798.37 2024.82 internal_count=1411151 573795 563219 98842 31527 19754 5682 2302 3380 67315 62222 8317 4927 4243 3705 684 3390 1535 333 14072 6294 2746 2027 719 2175 733 1845 1756 11773 8523 is_linear=0 shrinkage=0.03 Tree=927 num_leaves=31 num_cat=0 split_feature=2 0 2 3 3 3 2 2 1 0 0 2 2 1 1 2 1 3 2 1 2 0 2 0 0 0 3 0 2 2 split_gain=2.54147 6.06185 8.34027 21.2712 34.3175 23.1674 21.4087 25.3951 19.7738 15.6612 17.9422 66.2595 29.516 23.2339 22.7086 15.5416 14.1746 13.3246 12.9136 12.7801 12.4676 21.4757 25.808 21.6947 23.0836 23.5605 13.8346 13.2722 26.0023 23.3764 threshold=2643.0056152343755 7.5000000000000009 1526.1497802734377 1.9854999780654909 3.4465000629425053 4.7190001010894784 1986.3098144531252 2554.751831054688 1.0000000180025095e-35 57.500000000000007 53.500000000000007 2385.3286132812505 1921.9818115234377 5.5000000000000009 1.0000000180025095e-35 1826.4194335937502 1.5000000000000002 4.1315000057220468 1707.8798828125002 1.5000000000000002 2102.052612304688 25.500000000000004 1768.4891357421877 29.500000000000004 66.500000000000014 68.500000000000014 2.279500007629395 26.500000000000004 1921.9818115234377 2047.524841308594 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 9 20 6 8 -8 17 10 -4 12 15 14 -14 -12 -13 -6 -19 -7 21 22 -5 27 -25 -26 -22 28 -23 -30 right_child=-2 2 3 4 5 19 7 -9 -10 -11 11 16 13 -15 -16 -17 -18 18 -20 -21 26 23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.0014899755106119652 5.3021646147251887e-05 -3.1914527169897348e-05 9.7654035792290231e-05 -0.0055099210021431859 -0.0023095835297341927 -0.0010447047102858063 0.0096653586180445988 -0.011427695879980356 0.0040638673767245913 0.0031884914743502851 -0.0036909205908161246 -0.012279731294179624 -0.00067160127729312105 -0.008449511301654937 0.0090279333453917657 -0.0231713595522141 -0.0039898428879629761 -0.034040068926288004 -0.0080947122832140672 -0.0066547507482462723 -0.00087383457518814362 0.010598005053043378 0.011167727237458265 0.0030770901356896043 -0.020653451159638812 -0.0029413814145185005 -0.0089322535268736413 -0.012072001919292431 -0.029231308772022162 0.0093825919759757959 leaf_weight=2077.4038562141359 189287.0710364448 107939.94983076677 12841.411703251302 150.18357136845589 288.41112998127937 2764.7028192058206 491.99974612891674 57.35946686565876 444.070641964674 1243.2675286829472 110.6130029708147 547.0664826631546 362.06547649204731 129.24402494728565 543.07547801733017 55.279008567333221 280.97478649020195 24.936310008168221 56.122726052999496 421.13082806393504 247.88523089885712 75.088132068514824 188.09745934605598 439.9219900816679 87.664921373128891 295.17597575485706 846.50680412352085 404.91747318208218 40.15701949596405 21.754062727093697 leaf_count=10576 837356 464377 53905 627 1202 12166 2064 238 1845 5093 457 2237 1530 538 2175 227 1153 102 231 1906 1034 313 782 1853 372 1278 3565 1692 166 91 internal_value=-1.76692e-05 -0.000117918 -0.000143339 -0.000656024 -0.00199392 -0.000385942 0.00288742 0.007463 -0.000202321 -4.60639e-05 -0.000316507 -0.00293859 0.00156504 0.00344904 0.00514802 -0.0101822 -0.00946677 -0.0053299 -0.0160763 -0.00178629 -0.00460862 -0.00300308 0.0037635 -0.0046804 -0.00161058 -0.00699718 -0.00710698 -0.00934113 -0.0012697 -0.0156633 internal_weight=322764 133476 131399 23459.1 7346.09 4548.73 1362.9 549.359 813.541 16113 14869.7 2028.32 1200.28 1034.38 905.141 165.892 828.041 369.47 81.059 3185.83 2797.35 1702.96 338.281 1364.68 822.763 382.841 1094.39 541.917 136.999 61.9111 internal_count=1411151 573795 563219 98842 31527 19754 5682 2302 3380 67315 62222 8317 4927 4243 3705 684 3390 1535 333 14072 11773 7174 1409 5765 3503 1650 4599 2262 570 257 is_linear=0 shrinkage=0.03 Tree=928 num_leaves=31 num_cat=0 split_feature=2 0 2 3 3 3 2 2 1 0 0 2 2 1 1 2 3 0 2 0 1 0 3 3 1 2 0 2 2 0 split_gain=2.39136 5.70481 7.84856 20.0214 32.3145 21.7989 20.1626 23.9068 18.5921 14.7373 16.8829 62.7966 30.5421 21.9605 19.9123 14.6118 12.5077 12.489 37.0594 24.3605 23.4305 13.1233 12.2769 15.6588 12.2065 16.0607 24.2131 12.0942 17.7318 18.9467 threshold=2643.0056152343755 7.5000000000000009 1526.1497802734377 1.9854999780654909 3.4465000629425053 4.7190001010894784 1986.3098144531252 2554.751831054688 1.0000000180025095e-35 57.500000000000007 53.500000000000007 2343.383422851563 1921.9818115234377 5.5000000000000009 1.0000000180025095e-35 1826.4194335937502 4.1315000057220468 11.500000000000002 2047.524841308594 85.500000000000014 -2.4999999999999996 89.500000000000014 4.4095001220703134 3.653500080108643 2.5000000000000004 2192.347534179688 41.500000000000007 1921.9818115234377 2385.3286132812505 41.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 9 -5 6 8 -8 16 10 24 12 15 14 -14 -12 -6 -7 19 20 -19 -21 23 -10 27 -26 -27 -4 -29 -30 right_child=-2 2 3 4 5 17 7 -9 22 -11 11 -13 13 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 25 26 -28 28 29 -31 leaf_value=0.0014456250653729367 5.1431122568440575e-05 -3.0957158383578017e-05 0.0014121353285632512 -0.0044727043994023377 -0.002239435211376835 -6.2268635124785247e-06 0.0093805805896282641 -0.011088958465179755 -0.0043811154394920804 0.0030932278578060437 -0.0035806746974035362 -0.0086101136943920568 0.00020553593202792558 -0.0080207610110937053 0.0097233631644318749 -0.022467396701699768 -0.015568647529669464 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143 1877 576 89 1274 4613 526 4245 19002 2396 11877 internal_value=-1.71401e-05 -0.000114385 -0.000139043 -0.000636413 -0.00193461 -0.000374401 0.00280032 0.00724298 -0.00019608 -4.46817e-05 -0.000307016 -0.0028506 0.00198759 0.00408958 0.00583253 -0.00987634 -0.00516654 -0.00173309 -0.00377662 -0.00926424 -0.012793 0.000604387 0.00393919 0.00502971 9.47251e-05 0.00207096 0.00451704 -0.000338174 -0.000928537 0.000718337 internal_weight=322760 133474 131397 23456.9 7344.27 4548.33 1363.16 549.071 814.086 16112.6 14869.5 2028.19 1102.26 936.36 818.552 165.899 369.708 3185.17 1458.82 629.581 463.755 165.826 444.377 424.094 12841.3 2307.46 1180.2 10533.9 7877.01 3368.1 internal_count=1411151 573795 563219 98842 31527 19754 5682 2302 3380 67315 62222 8317 4528 3844 3353 684 1535 14072 6294 2746 2027 719 1845 1756 53905 9384 4771 44521 33275 14273 is_linear=0 shrinkage=0.03 Tree=929 num_leaves=31 num_cat=0 split_feature=2 2 3 2 3 1 0 1 2 3 0 0 0 0 0 1 2 2 1 0 0 0 0 1 1 0 2 1 1 1 split_gain=2.25008 5.54727 15.539 21.5459 15.0207 14.5046 12.8326 19.9113 10.2089 21.5528 32.1724 28.7085 27.1689 21.6076 28.96 15.1115 14.5838 12.6417 15.5812 15.2846 12.0462 11.5158 13.7251 12.4688 10.2388 9.78813 9.62238 9.61695 9.26822 8.70004 threshold=2643.0056152343755 3673.091186523438 1.247500002384186 2983.330444335938 1.0619999766349795 3.5000000000000004 46.500000000000007 -1.4999999999999998 2871.6833496093755 1.2994999885559084 38.500000000000007 6.5000000000000009 3.5000000000000004 56.500000000000007 59.500000000000007 -5.4999999999999991 2817.958129882813 2817.958129882813 1.0000000180025095e-35 79.500000000000014 4.5000000000000009 7.5000000000000009 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 61.500000000000007 2817.958129882813 5.5000000000000009 -1.4999999999999998 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 6 7 -5 9 28 11 12 26 15 -15 -12 -17 -16 19 -19 -14 24 23 -23 -13 -20 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97.392000332474709 13877.152352198958 23.334761939942837 55.841163203120232 34.793890938162804 11.901562839746473 358.5100424438715 417.56668227910995 629.38209748268127 181.46368482708931 38.675320222973824 15.494633629918097 15.986673578619955 280.87576538324356 314.90513446927071 790.77305058389902 26.576205193996429 38.71160227060318 55.788650318980217 18.675170451402664 162.97164109349251 453.52962443232536 369.3455111682415 leaf_count=573795 346 750190 497 79 6634 265 2196 392 58511 177 356 149 56 1476 1729 2611 752 158 64 67 1332 1362 3328 151 174 233 87 667 1835 1482 internal_value=-1.66262e-05 4.98883e-05 0.000514165 0.00255359 0.00400532 -0.00206622 -0.000772958 -0.00980805 0.000181871 -0.00118107 -0.000260891 -0.00343038 0.00434166 0.00249973 -0.000750529 0.00588251 0.00484294 0.00361522 -0.00471569 -0.0167656 0.00757894 -0.00558833 -0.00484132 0.000184994 -0.017095 0.00452448 -0.0182197 0.004488 -0.00663095 0.00390481 internal_weight=322757 189286 20636.5 2891.31 2199.99 691.328 635.077 115.703 17745.2 3868 3309.26 1540.55 334.787 1768.71 902.022 866.687 810.846 543.512 125.945 54.662 292.777 1205.76 1132.25 341.481 73.5055 71.2833 42.0099 2119.62 558.747 1956.65 internal_count=1411151 837356 87166 12061 9129 2932 2667 471 75105 16594 14262 6816 1652 7446 3727 3719 3363 2251 522 225 1388 5164 4841 1513 323 297 264 8783 2332 8116 is_linear=0 shrinkage=0.03 Tree=930 num_leaves=31 num_cat=0 split_feature=3 2 2 3 2 0 1 2 1 3 2 2 1 2 2 1 1 1 1 1 1 2 1 0 2 2 2 1 1 2 split_gain=3.92925 5.48376 23.0681 15.9296 15.2186 21.5303 15.4292 14.8685 14.3036 10.9802 17.1047 18.215 9.77152 14.8446 11.3287 9.75549 9.51843 9.47493 9.11152 8.99617 13.8723 9.85354 13.0636 9.35609 8.82502 8.65801 7.32246 6.81015 9.53208 6.73176 threshold=1.1510000228881838 2243.352905273438 2770.7851562500005 1.1054999828338625 2047.524841308594 47.500000000000007 -2.4999999999999996 3152.5231933593755 -1.4999999999999998 1.0619999766349795 13578.460937500002 15066.298339843752 1.5000000000000002 4417.2790527343759 3673.103149414063 2.5000000000000004 38.500000000000007 6.5000000000000009 2.5000000000000004 -4.4999999999999991 -1.4999999999999998 2471.414184570313 7.5000000000000009 52.500000000000007 2192.347534179688 13836.183105468752 2343.383422851563 1.0000000180025095e-35 1.5000000000000002 33967.421875000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 15 -1 6 -6 8 -4 12 -11 -12 25 14 -14 -3 -17 29 -10 26 -21 23 -23 -22 27 -9 -5 -8 -29 -15 right_child=-2 2 7 19 5 -7 24 9 18 10 11 -13 13 17 -16 16 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00040299163592567015 4.248221349406801e-05 -5.6754454835620453e-05 0.013144772102421967 0.011391365633908461 0.0068202819028012731 -0.002213926374980258 -0.030082381387398008 0.0013054732307031501 -0.0080378324219437837 -0.0017057721811445906 0.010214657209305433 0.00049909033882373013 -0.0040254956425290495 -0.001738622443145787 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26870 681 33046 880 4501 3010 1729 432 1541 145 584 156 902 725 2613 217 968 162 2424 341 98 187 96 internal_value=4.69447e-06 -0.000285173 5.58434e-05 0.00205384 -0.00067387 -0.00357979 -0.0131417 -0.000468076 -0.00821466 -0.00035814 -0.00111335 0.00206358 0.000486454 -0.00213034 -0.00560871 0.000708095 0.00494424 0.0013855 -0.0109558 0.00463942 0.00523878 0.00392412 0.0061042 0.000296426 -0.0168928 0.000945966 -0.00493831 -0.021086 -0.0152137 -0.000812389 internal_weight=322851 37233.6 19833.2 4120.28 17400.4 1483.69 185.447 15713 219.871 15493.1 8179.36 1285.54 7313.72 1092.46 549.157 2709.85 414.443 543.305 194.864 1410.43 1327.37 1121.32 700.409 420.915 156.111 6221.26 83.0643 116.017 70.1972 415.442 internal_count=1411521 167151 91628 17110 75523 6173 779 74518 946 73572 38427 5381 35145 5851 3442 11245 1686 2409 837 5865 5425 4523 2830 1693 631 29294 440 469 285 1825 is_linear=0 shrinkage=0.03 Tree=931 num_leaves=31 num_cat=0 split_feature=3 2 2 2 0 0 3 2 0 1 2 1 3 2 2 1 2 2 1 1 1 2 2 1 1 2 1 2 1 1 split_gain=3.69777 5.15928 21.711 15.3578 28.4896 24.5318 15.7753 14.3205 20.2957 14.5237 14.0226 13.4893 10.3344 16.0995 17.1668 9.2044 14.0203 10.8397 9.13664 8.90343 8.72212 8.32176 8.14683 7.87597 14.351 6.57931 29.6149 6.53628 6.37668 9.01136 threshold=1.1510000228881838 2243.352905273438 2770.7851562500005 2554.751831054688 51.500000000000007 47.500000000000007 1.0205000042915346 2047.524841308594 47.500000000000007 -2.4999999999999996 3152.5231933593755 -1.4999999999999998 1.0619999766349795 13578.460937500002 15066.298339843752 1.5000000000000002 4417.2790527343759 3673.103149414063 1.5000000000000002 6.5000000000000009 2.5000000000000004 2192.347534179688 13836.183105468752 -1.4999999999999998 -4.4999999999999991 3455.044799804688 1.5000000000000002 3383.5720214843755 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 6 -3 -5 -1 9 -9 11 -4 15 25 -15 22 17 -17 23 -18 -13 28 -12 24 -7 26 27 -14 -11 -30 right_child=-2 2 10 4 -6 18 -8 8 -10 21 12 20 13 14 -16 16 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00039091455055986936 4.1207819342035686e-05 0.0081821229911675248 0.012795318030533782 -0.025616863753580507 0.010393561989099022 -0.0055241394127321149 0.0014087484915051708 0.0066338058346558969 -0.002147315869849589 -0.029177758315897799 0.0012665835411608225 -0.0078011867082301081 0.0097293923511017292 0.0099210458365864528 0.00048412518476550597 -0.0039140520528594992 -0.00078825668663609324 -0.016996105142721089 0.0028565274231746002 0.0082609908225968597 -0.024826533851663158 -0.0046178878977402218 -0.0024614925277804157 -0.0021689670653268489 0.0055501693071631462 -0.0017618270874620956 -0.027805593458802451 0.030423622486312567 5.9601919729573719e-06 -0.022610639494543134 leaf_weight=15916.174921344966 285616.57777494896 370.257298797369 24.921070739626884 20.199741646647453 490.83215041458607 151.31416752934456 515.99427162110806 29.256647750735283 1298.3562432378531 45.823390752077103 5638.1361474394798 161.98040300607681 53.297342389822006 206.74537108838558 1078.5122969336808 482.70134390890598 415.32818621397018 64.637549608945847 717.59537434577942 128.01382207125425 32.518218174576759 40.082903787493706 582.00445368885994 1506.8781831711531 346.43384136259556 6801.3408251032233 18.174692422151566 18.506059318780899 24.244108408689499 45.823893174529076 leaf_count=69350 1244370 1560 109 84 2049 797 2119 148 5394 184 26870 681 223 880 4501 3010 1825 432 2902 584 156 162 2424 6097 1502 32658 88 77 98 187 internal_value=4.55326e-06 -0.000276678 5.41804e-05 0.00199266 0.00517119 0.00093706 0.000390627 -0.000653678 -0.00347265 -0.0127625 -0.000454235 -0.00798507 -0.000347541 -0.00108032 0.00200214 0.000472013 -0.00207005 -0.00545897 -4.83621e-05 0.00134379 -0.0106477 -0.0164007 0.000917756 -0.00108822 0.00218361 -0.00165521 0.00640394 0.015063 -0.020476 -0.0147851 internal_weight=322843 37226.1 19826.3 4119.51 1027.03 3092.48 536.194 17399.8 1483.59 185.231 15706.8 219.42 15487.4 8176.58 1285.26 7310.82 1090.68 547.339 2722.22 543.342 194.499 155.974 6220.14 2004.63 497.748 6891.32 89.9781 71.8034 115.891 70.068 internal_count=1411521 167151 91628 17110 4252 12858 2203 75523 6173 779 74518 946 73572 38427 5381 35145 5851 3442 11298 2409 837 631 29294 8396 2299 33046 388 300 469 285 is_linear=0 shrinkage=0.03 Tree=932 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 2 0 1 1 3 0 2 1 2 2 2 1 1 2 1 0 1 2 1 2 1 2 2 1 2 split_gain=3.48003 4.89258 27.9113 9.58954 12.6408 7.21894 8.38038 9.07963 6.28111 5.74431 4.07888 13.3902 10.1105 6.07341 18.3636 15.3391 13.9681 13.3554 10.2636 10.4395 10.0597 17.9406 20.0073 9.99255 8.52469 7.64771 7.24719 10.1444 6.95287 6.92238 threshold=1.1510000228881838 87.470542907714858 67.829120635986342 112.33882141113283 1.0000000180025095e-35 134.73744964599612 49.500000000000007 1.5000000000000002 2.5000000000000004 1.0619999766349795 49.500000000000007 142.00050354003909 21.500000000000004 2192.347534179688 2510.8642578125005 282.07974243164068 2.5000000000000004 -1.4999999999999998 286.97653198242193 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 2428.711791992188 -6.4999999999999991 937.66867065429699 1.0000000180025095e-35 181.1947937011719 173.86003112792972 10.500000000000002 13264.737792968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 9 6 7 -5 -1 -3 11 -7 13 15 16 26 20 24 19 -19 25 22 23 -22 -17 -15 27 28 -13 -16 right_child=-2 3 -4 5 -6 10 -8 -9 -10 -11 -12 12 -14 14 29 17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0025116058187552508 3.9971601471564964e-05 0.004513038306326358 -0.030815784011481613 0.0060282279482053013 0.016379838263942667 -0.019684021491095653 -0.012009861569543605 -0.022545841473437769 0.0064663800504498152 -0.014556761946993849 4.780513490484708e-05 -0.00030974964206739942 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leaf_count=2561 1244370 183 133 252 302 139 463 55 362 92 95953 10615 880 1474 23345 667 827 89 13631 180 82 887 213 598 2001 1174 5832 152 294 3715 internal_value=4.41605e-06 -0.000268443 -0.00272176 -0.000220218 0.00776629 -0.000249824 -0.00636208 0.00135383 -0.00147555 -0.00203123 -0.000220595 -0.0005985 -0.000556489 -0.000475603 0.000139234 -0.00107479 0.00343859 -0.00248207 -0.00328874 -0.0173175 0.00204397 -0.00150636 0.00484985 -0.000235626 0.00163847 0.00446638 0.000230723 -0.000718685 -0.000489374 -0.000544812 internal_weight=322834 37217.9 717.497 36500.4 134.809 36365.6 173.078 73.1464 687.022 63.07 36192.5 15030.1 14997.1 14837.1 7322.96 7514.19 1257.53 3616.16 3024.13 46.2186 1052.71 426.956 206.427 159.221 592.027 625.756 3898.03 2533.34 2496.91 6065.43 internal_count=1411521 167151 3056 164095 577 163518 770 307 2923 275 162748 66795 66656 65776 32315 33461 5255 16568 13900 269 4428 1780 893 680 2668 2648 16893 11061 10909 27060 is_linear=0 shrinkage=0.03 Tree=933 num_leaves=31 num_cat=0 split_feature=3 2 2 2 0 0 3 2 0 1 2 1 3 2 2 2 2 2 1 2 2 1 1 1 2 2 1 1 2 1 split_gain=3.27501 4.60542 19.9717 14.8257 26.6919 22.5347 14.8849 13.6018 19.206 13.5573 13.1915 12.723 9.6888 15.337 18.5286 13.0776 16.2097 8.98587 8.63877 13.2092 10.373 8.45966 8.42435 8.33764 7.76172 7.57435 7.42737 9.43625 20.4267 7.37988 threshold=1.1510000228881838 2243.352905273438 2770.7851562500005 2554.751831054688 51.500000000000007 47.500000000000007 1.0205000042915346 2047.524841308594 47.500000000000007 -2.4999999999999996 3152.5231933593755 -1.4999999999999998 1.0619999766349795 7353.4816894531259 8430.8989257812518 13578.460937500002 15066.298339843752 5699.5627441406259 1.5000000000000002 4417.2790527343759 3673.103149414063 1.5000000000000002 6.5000000000000009 2.5000000000000004 13836.183105468752 2192.347534179688 -8.4999999999999982 1.0000000180025095e-35 9879.8374023437518 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 5 6 -3 -5 -1 9 -9 11 -4 18 17 -15 26 -17 -14 24 20 -20 29 -21 -13 -12 -11 -16 28 -28 -7 right_child=-2 2 10 4 -6 21 -8 8 -10 25 12 23 13 14 15 16 -18 -19 19 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00036053025127099296 3.877252280685674e-05 0.0078224316087535072 0.012468942160754393 -0.024854325124076405 0.010097397644965726 0.0020977968739565424 0.0013998250657149094 0.0063704239962983277 -0.0020758531843804193 -0.019816256988119618 0.001233770486994807 -0.0075598177153069828 -0.0015486085998182614 0.0073435815266528542 0.01907719205820476 0.009615693179446029 0.00044090024981701694 -0.0055647278729417061 -0.0037938168187472104 -0.00076791485846318885 -0.016653592446201838 0.0027259309993135435 0.0080315235546775405 -0.024266566322733264 -0.0024049595767851031 -0.0046856527883164158 0.0022178969183396726 -0.00060190985843399368 -0.011473003734196643 -0.0021161707082389442 leaf_weight=15912.120065938681 285615.92584936984 369.89050589501858 24.838487833738327 20.196098759770393 490.0146916359663 497.53794947266579 515.98752671480179 29.145101755857468 1298.3567113876343 115.70129263401031 5636.9420475363731 161.87704446911812 4891.7142076939344 340.44186704605818 14.114831976592539 206.49050371348858 1078.5874229446054 558.66994623094797 481.49289426207542 415.24947897344828 63.949837192893028 717.5013575553894 128.13473357260227 32.238667204976082 582.07478187978268 40.095504984259605 156.68630981445312 663.98062348365784 262.21502184867859 1506.7805947512388 leaf_count=69350 1244370 1560 109 84 2049 2299 2119 148 5394 469 26870 681 24408 1438 72 880 4501 2593 3010 1825 432 2902 584 156 2424 162 642 2807 1086 6097 internal_value=4.2822e-06 -0.000260437 5.22434e-05 0.0019118 0.00503626 0.000874736 0.000410926 -0.000616655 -0.00336424 -0.0124092 -0.000435505 -0.00774762 -0.000332085 -0.00104177 0.000797019 -0.000138604 0.00191514 -0.00196026 0.00046161 -0.00200349 -0.00530155 -6.94433e-05 0.00130707 -0.0103345 0.0008932 -0.0159223 -0.00254446 -0.00282629 -0.00635204 -0.00107013 internal_weight=322829 37213 19817.6 4117.91 1026.2 3091.71 536.184 17395.4 1483.3 184.942 15699.7 218.954 15480.7 8172.9 2722.52 2382.07 1285.08 5450.38 7307.84 1088.83 545.443 2721.82 543.384 194.116 6219.02 155.797 1097 1082.88 418.901 2004.32 internal_count=1411521 167151 91628 17110 4252 12858 2203 75523 6173 779 74518 946 73572 38427 11426 9988 5381 27001 35145 5851 3442 11298 2409 837 29294 631 4607 4535 1728 8396 is_linear=0 shrinkage=0.03 Tree=934 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 2 0 1 1 3 1 0 2 1 2 2 2 1 1 2 1 0 1 2 1 2 1 2 2 1 split_gain=3.08218 4.59116 26.3508 9.01686 11.8517 6.80592 7.91845 8.59518 5.94155 5.39187 3.92984 3.74332 12.6341 9.63632 5.55327 16.7548 14.213 12.9575 12.4929 9.84769 10.1856 9.13581 16.858 18.9779 9.31983 8.04771 7.22981 6.81943 9.56726 6.62154 threshold=1.1510000228881838 87.470542907714858 67.829120635986342 112.33882141113283 1.0000000180025095e-35 134.73744964599612 49.500000000000007 1.5000000000000002 4.5000000000000009 1.0619999766349795 40.500000000000007 49.500000000000007 142.00050354003909 21.500000000000004 2192.347534179688 2510.8642578125005 282.07974243164068 2.5000000000000004 -1.4999999999999998 286.97653198242193 1.0000000180025095e-35 48.500000000000007 1.0000000180025095e-35 2428.711791992188 -6.4999999999999991 937.66867065429699 1.0000000180025095e-35 181.1947937011719 173.86003112792972 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 4 9 6 7 -5 -1 -3 -10 12 -7 14 16 17 27 21 25 20 -20 26 23 24 -23 -18 -16 28 29 -14 right_child=-2 3 -4 5 -6 11 -8 -9 10 -11 -12 -13 13 -15 15 -17 18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0021095328270177879 3.7609378833155782e-05 0.0043939093142954687 -0.029967208256259495 0.005860575639665612 0.015856363600178655 -0.019130024179292361 -0.011680009088965921 -0.022032635957179393 0.01578911483719702 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292.90876989066601 1364.6713694632053 36.353727892041206 31.386474512517452 leaf_count=2735 1244370 183 133 252 302 139 463 55 138 92 50 95953 10615 880 1474 27060 667 827 89 13631 180 82 887 213 598 2001 1174 5832 152 294 internal_value=4.15307e-06 -0.000252686 -0.00262909 -0.000205951 0.00753257 -0.000234691 -0.00617754 0.00132575 -0.00142016 -0.00195884 0.00986783 -0.000206338 -0.000568481 -0.000527702 -0.000448785 0.000139262 -0.0010219 0.00329171 -0.00237742 -0.00315809 -0.0169755 0.00194778 -0.00143674 0.00472774 -0.000208933 0.00160906 0.00425699 0.00023463 -0.000686518 -0.000464011 internal_weight=322820 37204.8 717.571 36487.2 135.012 36352.2 172.613 73.0289 687.183 63.0817 39.5517 36179.6 15022.3 14989.4 14829.8 7319.55 7510.2 1256.81 3612.81 3021.17 45.7197 1052.03 426.673 206.256 159.358 591.64 625.359 3897.39 2532.72 2496.36 internal_count=1411521 167151 3056 164095 577 163518 770 307 2923 275 188 162748 66795 66656 65776 32315 33461 5255 16568 13900 269 4428 1780 893 680 2668 2648 16893 11061 10909 is_linear=0 shrinkage=0.03 Tree=935 num_leaves=31 num_cat=0 split_feature=0 2 2 1 0 2 1 1 2 2 0 2 1 0 2 0 0 0 0 2 0 2 0 1 0 2 0 0 2 0 split_gain=1.93244 13.7297 16.934 10.6508 13.2144 42.5661 13.9053 10.3791 15.6751 9.44426 20.3812 17.8788 14.5686 17.1718 13.4938 16.4102 17.4034 9.55318 15.3037 10.7777 13.8906 18.7509 11.849 12.0544 10.5352 9.29388 24.1446 21.3773 12.1726 9.08473 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 1.0000000180025095e-35 14.500000000000002 667.89181518554699 13.500000000000002 3.5000000000000004 409.80384826660162 8598.4760742187518 21.500000000000004 7882.7980957031259 -1.4999999999999998 22.500000000000004 8430.8989257812518 9.5000000000000018 20.500000000000004 16.500000000000004 7.5000000000000009 7510.0949707031259 13.500000000000002 7882.7980957031259 11.500000000000002 1.0000000180025095e-35 13.500000000000002 814.81753540039074 21.500000000000004 23.500000000000004 699.95858764648449 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 7 25 -6 -9 10 14 29 -13 -14 17 -16 -17 18 -3 24 21 -21 -23 -24 -20 27 -27 -7 -29 -12 right_child=-2 9 -4 4 5 6 -8 8 -10 -11 11 12 13 -15 15 16 -18 -19 19 20 -22 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.0004125585686913214 7.7490440128068599e-05 -0.0028062709183242431 -0.0012326923021352073 -0.0017945839540212641 -0.0019226021357818177 0.00043673696837404915 -0.018507788370106373 0.011051739027281236 -0.00032330122880356812 0.00010949574543739173 -0.0022945914631793581 -0.0017216488308417646 0.014764565463853248 0.0037003192582151911 0.01805395059343063 -0.00084098584486694251 0.012928809900937978 -0.0020155908231433073 0.016257700475210218 -0.010232970751098924 0.010035069867599569 0.010176251959884695 -0.024564734291942874 0.0048731430823940828 -0.00046771170949742901 0.0058422183051656668 -0.000634438163235373 0.00086295458901607005 0.032242596444900622 0.0035080374094218578 leaf_weight=19137.675815900788 205542.32079805783 418.09034833498299 16476.63453626621 5712.9359887316823 5992.7670331597328 1960.4200568646193 28.769389875233173 137.4416462033987 527.43395590037107 59651.618331855221 341.76308187842369 112.31810665130615 305.43963930010796 215.1863859295845 69.627732042223215 348.84632858633995 108.23949401825666 1859.0490868240595 113.8527897298336 125.89790406823158 139.56141194701195 120.22191478312016 20.926682382822037 31.160953417420387 48.262991353869438 1567.7349545657635 773.69468677043915 17.578127503395081 30.309642016887665 838.86971165984869 leaf_count=86044 877189 2017 75669 24962 25815 8246 190 620 2603 278062 1419 535 1245 878 344 1461 458 7673 480 526 573 514 90 127 197 6440 3220 75 124 3511 internal_value=2.20538e-05 -7.51428e-05 -0.000436497 -7.09409e-05 -0.000623392 -1.71172e-05 0.00228031 -0.00152806 0.00202812 0.000216549 0.00144053 0.00400929 0.00807744 0.0101915 7.18457e-05 0.00448648 0.00241975 -0.000736367 0.00159978 0.00467058 0.00222355 -0.00143225 0.00499799 -0.00695379 0.0112784 0.0024178 0.00370209 0.000920486 0.0207241 0.00182832 internal_weight=322775 117232 52363.4 35886.8 16749.1 11036.1 4378.51 6657.64 664.876 64868.9 5217.31 1813.58 632.944 520.626 3403.74 526.714 457.086 2877.02 1017.97 599.885 437.769 298.207 172.31 52.0876 162.116 4349.74 2341.43 2008.31 47.8878 1180.63 internal_count=1411307 534118 234008 158339 72295 47333 18295 29038 3223 300110 22048 7588 2658 2123 14460 2263 1919 12197 4524 2507 1830 1257 731 217 677 18105 9660 8445 199 4930 is_linear=0 shrinkage=0.03 Tree=936 num_leaves=31 num_cat=0 split_feature=0 2 2 1 0 2 1 1 2 2 0 1 2 0 1 0 1 2 0 0 2 0 0 1 2 0 0 2 2 0 split_gain=1.81828 12.9201 15.9305 10.024 12.4407 40.0499 13.203 9.76868 14.6909 8.88943 19.3462 17.7477 20.5497 15.777 13.0497 11.2487 16.6696 14.4959 13.5553 11.3121 12.0585 11.0859 15.7012 18.9661 8.73651 22.6893 20.0612 11.3841 8.82534 17.0803 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 1.0000000180025095e-35 14.500000000000002 667.89181518554699 13.500000000000002 3.5000000000000004 409.80384826660162 8598.4760742187518 20.500000000000004 -1.4999999999999998 8055.6518554687509 16.500000000000004 2.5000000000000004 7.5000000000000009 -3.4999999999999996 8430.8989257812518 10.500000000000002 12.500000000000002 7700.5261230468759 22.500000000000004 21.500000000000004 1.0000000180025095e-35 814.81753540039074 21.500000000000004 23.500000000000004 699.95858764648449 2292.840698242188 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 7 24 -6 -9 10 13 -12 -13 14 15 17 -17 -3 -18 -20 -21 22 23 -14 26 -26 -7 -28 -27 -30 right_child=-2 9 -4 4 5 6 -8 8 -10 -11 11 12 21 -15 -16 16 18 -19 19 20 -22 -23 -24 -25 25 28 27 -29 29 -31 leaf_value=0.00040022905474329707 7.5165603715157906e-05 -0.0024622543042475244 -0.0011956592351658329 -0.0017416041128273066 -0.0018658639480156865 0.00042359645184100487 -0.018161649759361319 0.01068421838959726 -0.00031364587651583055 0.000106212252926344 -0.002271239342513521 0.0025059267104282188 0.016872842332726096 -0.0023362835611919247 -0.011032550072678459 -0.012641021673488682 0.013438115027682425 0.014482503814909115 -0.0027918801633139627 -0.0013485814066414373 0.011903077306596772 0.0014089884488784879 0.017186959706543933 0.00025917812517013271 0.0056623814127646334 0.00063625574219631803 0.00083689228057662421 0.031161211507587282 0.011943710069937979 -0.016046746180550863 leaf_weight=19135.448729930446 205542.54810416955 410.07937304861844 16477.345038219064 5710.1655875816941 5989.7940424308181 1960.5979644805193 28.44315630197525 137.89725788682699 527.36153621971607 59650.871102437784 424.44583961367607 1441.9903453141451 97.22931133210659 1549.230847813189 62.903598979115486 42.543065339326859 190.10915721952915 51.099562082439661 151.0577754676342 93.401835277676582 182.66572074592113 133.82893049716949 215.71970850229263 169.92270611226559 1568.9810499995947 671.17961004376411 17.581722304224968 30.418896540999413 26.452423855662346 75.972925946116447 leaf_count=86044 877189 1981 75669 24962 25815 8246 190 620 2603 278062 2001 5847 407 6402 262 217 802 262 624 381 749 547 882 684 6440 2784 75 124 109 327 internal_value=2.13924e-05 -7.28938e-05 -0.000423457 -6.88384e-05 -0.000604873 -1.66436e-05 0.00221128 -0.00148282 0.00196603 0.000210064 0.00139768 0.00331444 0.00446605 -0.000343783 0.00226366 0.00300979 0.00552233 -0.000584741 0.00677425 0.00380822 0.00741965 0.00904929 0.0111668 0.00630568 0.00234445 0.00358921 0.000892715 0.020054 -0.000615477 -0.00881792 internal_weight=322767 117225 52357.6 35880.3 16744.8 11034.7 4379.63 6655.05 665.259 64867.1 5216.23 2483.14 2058.69 2733.09 1183.86 1120.96 659.778 461.179 617.234 427.125 276.068 616.701 482.872 267.152 4351.18 2342.59 2008.6 48.0006 773.605 102.425 internal_count=1411307 534118 234008 158339 72295 47333 18295 29038 3223 300110 22048 10368 8367 11680 5278 5016 2773 2243 2556 1754 1130 2520 1973 1091 18105 9660 8445 199 3220 436 is_linear=0 shrinkage=0.03 Tree=937 num_leaves=31 num_cat=0 split_feature=0 2 2 1 0 2 1 1 2 0 2 2 2 0 2 2 2 2 0 1 1 1 2 0 2 1 0 2 0 0 split_gain=1.71088 12.1583 14.9865 9.43421 11.7119 37.683 12.5952 9.19414 13.7711 9.17378 18.877 11.3553 13.7122 11.3432 27.4878 12.7323 8.81594 10.1674 8.62059 8.47947 9.74368 8.46884 8.36666 18.3081 16.0926 13.0245 15.2882 12.2993 14.8184 16.0455 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 1.0000000180025095e-35 14.500000000000002 667.89181518554699 2.5000000000000004 3.5000000000000004 409.80384826660162 21.500000000000004 814.81753540039074 937.66867065429699 1443.1333007812502 22.500000000000004 814.81753540039074 890.76861572265636 1338.8272094726565 890.76861572265636 19.500000000000004 8.5000000000000018 6.5000000000000009 13.500000000000002 8598.4760742187518 21.500000000000004 7882.7980957031259 -1.4999999999999998 22.500000000000004 8430.8989257812518 9.5000000000000018 20.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 19 7 9 -6 -9 10 -7 13 -13 14 -11 -15 17 18 -12 20 -5 -8 23 27 -25 -26 -27 -3 -29 -30 right_child=-2 22 -4 4 5 6 21 8 -10 11 16 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 28 29 -31 leaf_value=0.00038826678964951717 7.2910572554123882e-05 -0.00071208260331336102 -0.0011597408101685293 -0.0016814512004058148 -0.001810776669877298 0.0013983814813927015 -0.00098765715147952691 0.010330596740653354 -0.00030427767482001268 -0.020939457880820547 0.0021256527097862411 -0.0090104229567199538 0.00092278928680841938 0.015587872616105959 0.023867868536953017 -0.015941402880538191 0.0039083425649151281 0.011905217154790787 0.01925726753167134 0.013951484592643136 -0.018175664496846156 -0.017819931340930222 0.00010302721690037707 0.0017233420504858459 -0.0015993558718187348 0.013986664868735328 0.0035370282117393511 0.017212610519063337 -0.00080904235303597854 0.012429591639256551 leaf_weight=19133.287056410685 205542.76813852508 2877.2840302400291 16478.024616963346 5644.0293913334608 5986.9004164040089 1629.7093942314386 619.10542619228363 138.33226466178894 527.29126319289207 33.987867906689644 224.32361882925034 179.05400851368904 414.88989046216011 102.36709839105606 19.330113589763641 12.989913612604139 709.2661749124527 377.44987659156322 29.966608449816704 31.022647455334663 32.418264657258987 28.123813934624195 59650.146170528722 1180.2255952134728 112.4877452403307 304.3411810696125 215.042470946908 69.214576743543148 348.94551284611225 107.86705093830824 leaf_count=86044 877189 12197 75669 24625 25815 6763 2741 620 2603 143 924 733 1719 421 78 53 2889 1518 123 162 175 190 278062 4930 535 1245 878 344 1461 458 internal_value=2.07507e-05 -7.07125e-05 -0.000410809 -6.68e-05 -0.00058691 -1.61896e-05 0.00214441 -0.0014389 0.0019059 0.0028142 0.00356767 -0.000120909 -0.00207174 0.00674842 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threshold=25.500000000000004 7188.3642578125009 2680.677124023438 67.829120635986342 1.0000000180025095e-35 14.500000000000002 667.89181518554699 13.500000000000002 207.08887481689456 2292.840698242188 4.5000000000000009 3.5000000000000004 409.80384826660162 2.5000000000000004 21.500000000000004 814.81753540039074 937.66867065429699 1443.1333007812502 22.500000000000004 814.81753540039074 890.76861572265636 1338.8272094726565 890.76861572265636 19.500000000000004 8.5000000000000018 6.5000000000000009 8598.4760742187518 21.500000000000004 7882.7980957031259 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 8 24 11 13 -5 -10 -11 -7 -13 14 15 -8 18 -18 19 -16 -20 22 23 -17 25 -6 27 -3 -29 -30 right_child=-2 26 -4 4 5 6 7 -9 9 10 -12 12 -14 -15 16 21 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.01699051529410953 7.0723198269978703e-05 5.7305767496642609e-05 -0.0011249035612991415 0.0051195061909111916 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12.961100995540617 709.61296540498734 377.66442804038525 30.055299490690231 31.222726568579674 32.128818273544312 59649.442623104027 1179.9261734709144 112.55555484443903 518.70227591693401 leaf_count=247 877189 14460 75669 1789 24529 25765 6763 190 80354 83 3718 619 2603 2741 143 924 733 1719 421 78 53 2889 1518 123 162 175 278062 4930 535 2123 internal_value=2.01275e-05 -6.85991e-05 -0.000398542 -6.48261e-05 -5.11639e-05 -0.000545997 2.9512e-06 0.00207973 0.000381559 0.0002876 0.00331274 -0.00136647 0.00185366 0.0022047 0.00272893 0.00345927 -0.000117499 -0.00201022 0.00654258 -0.00456665 0.0116552 0.00601453 0.00851264 0.0040174 -0.00160892 -0.00169193 0.00019767 0.00131571 0.00368011 0.00743346 internal_weight=322753 117210 52345.9 35867.2 35838.3 16719.3 11025.3 4381.13 19119 18747.2 825.817 6644.14 665.86 4353.32 3734.39 2971.87 762.518 593.774 168.744 53.1831 115.561 1341.74 632.123 254.459 5693.99 5662.76 64863.7 5214.21 1811.18 631.258 internal_count=1411307 534118 234008 158339 158092 72148 47282 18295 85944 84155 3801 28987 3222 18105 15364 12217 3147 2452 695 221 474 5454 2565 1047 24866 24704 300110 22048 7588 2658 is_linear=0 shrinkage=0.03 Tree=939 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 2 1 2 0 2 2 0 2 2 2 0 0 2 2 2 2 1 2 2 0 0 2 2 0 split_gain=1.51483 10.7666 13.2631 8.70986 8.02517 10.2042 32.8309 12.5978 9.13907 19.1894 12.8332 15.5709 12.3696 15.8976 12.3184 11.4167 11.2663 10.3698 16.1334 10.2767 16.9752 8.91635 8.78823 12.0785 8.27512 22.3699 8.20218 7.79062 17.7149 12.424 threshold=25.500000000000004 7188.3642578125009 2680.677124023438 67.829120635986342 1.0000000180025095e-35 14.500000000000002 631.94107055664074 13.500000000000002 814.81753540039074 24.500000000000004 2152.199340820313 1921.9818115234377 23.500000000000004 699.95858764648449 1023.0205383300782 971.01849365234386 21.500000000000004 20.500000000000004 2047.524841308594 1921.9818115234377 1338.8272094726565 207.08887481689456 3.5000000000000004 409.80384826660162 2292.840698242188 4.5000000000000009 19.500000000000004 1921.9818115234377 2292.840698242188 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 21 -6 22 8 12 14 11 15 -8 -14 26 -11 17 19 -19 20 -16 -5 -7 -24 -23 -26 -10 -18 -29 -30 right_child=-2 -3 -4 4 5 6 7 -9 9 10 -12 -13 13 -15 16 -17 27 18 -20 -21 -22 24 23 -25 25 -27 -28 28 29 -31 leaf_value=-0.016553279942424753 6.8601449687862918e-05 0.00019174595204080134 -0.0010911146795187835 0.0049748197492215937 -0.0015613784762121706 -0.0018582734821032776 0.00036337127537052399 -0.017977466424916551 0.0057052848113742435 -0.0254653238369736 -0.021395233396848061 0.023364139792848421 -0.00035390336517420606 0.029375187156916789 0.0083910017904044367 -0.0017191077639980732 -0.003621178477200988 0.015040551734307767 -0.0090519001448547305 0.0062645053109860903 -0.0047932256840003563 0.00014376147014849347 0.0096965279859686799 -0.00033691426236755054 -0.030960487090185486 0.0039306906500636354 0.013697306692393694 0.015565384083899719 0.011519009866529413 -0.013724474607242956 leaf_weight=28.803407900035381 205543.18712418224 64862.058188556577 16479.296839460148 371.12627261132002 5691.4675440266728 5458.6248460561037 2503.9192056655884 28.762792274355888 515.31482721865177 21.699145659804344 38.028953671455383 19.1692715883255 34.439910799264908 30.547843873500824 130.88972280919552 113.70967265963554 342.69786550104618 148.1851921081543 30.09595750272274 419.74125570058823 267.55183494091034 17920.665434105322 139.03467285633087 483.49325406551361 16.883176542818546 808.13357831537724 148.98823830485344 70.085433930158615 26.508731067180634 51.90493568778038 leaf_count=247 877189 300110 75669 1789 24866 23574 10567 199 2127 91 163 79 146 124 527 470 1425 601 123 1709 1107 80354 619 2393 83 3718 615 289 109 225 internal_value=1.95231e-05 -6.65482e-05 -0.000386639 -6.29051e-05 -4.96492e-05 -0.000529793 2.82321e-06 0.00181891 0.00193479 0.00328911 -0.00578286 -0.00194194 0.000698746 0.0136204 0.00410108 -0.00552442 0.00258434 0.00441731 0.0109735 0.00298873 -0.000462152 0.000370166 -0.00147314 0.00190394 0.000279004 0.00321668 0.00749772 -0.00113412 0.00460537 -0.0051906 internal_weight=322745 117202 52339.8 35860.5 35831.7 16714.9 11023.4 4942.24 4913.48 2344.57 192.607 154.578 2568.91 64.9878 2151.96 135.409 1487.66 996.464 178.281 818.183 398.442 19116.8 6081.15 622.528 18745.7 825.017 664.303 491.197 148.499 78.4137 internal_count=1411307 534118 234008 158339 158092 72148 47282 20696 20497 9660 803 640 10837 270 8857 561 6115 4067 724 3343 1634 85944 26586 3012 84155 3801 2742 2048 623 334 is_linear=0 shrinkage=0.03 Tree=940 num_leaves=31 num_cat=0 split_feature=2 3 2 3 1 0 2 3 3 0 0 2 0 1 1 0 0 2 2 2 0 0 3 2 3 2 0 2 1 0 split_gain=1.87843 10.6004 20.1189 25.3806 27.3477 12.9686 12.93 102.358 22.1958 30.5348 23.5776 22.6063 25.831 26.8117 26.645 17.6604 41.8447 16.4379 15.0551 13.9267 11.9249 28.7168 11.3865 19.9193 11.1544 10.3851 13.3892 10.5586 10.2465 10.1754 threshold=27647.242187500004 3.653500080108643 35189.248046875007 2.5095000267028813 1.5000000000000002 71.500000000000014 33967.421875000007 4.1315000057220468 9.5555000305175799 12.500000000000002 6.5000000000000009 30553.010742187504 3.5000000000000004 1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 3.5000000000000004 28492.581054687504 32790.857421875007 29455.711914062504 82.500000000000014 80.500000000000014 3.2575000524520878 30553.010742187504 3.8810000419616704 30553.010742187504 7.5000000000000009 31791.298828125004 16.500000000000004 20.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 -4 7 18 9 -9 11 12 13 -10 -14 16 -13 -15 29 -11 21 -21 28 -24 -20 -12 27 -27 -6 -3 right_child=1 6 5 4 22 -7 -8 8 10 19 25 15 14 17 -16 -17 -18 -19 24 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.4988060103967381e-06 -0.0008892074372416005 0.014428080894450369 0.0001609108957186562 -0.0079888137990622651 -0.0042508904656905723 -0.0030706167313755109 -0.00011464224831201508 -0.020793086305167484 -0.017612014743732852 -0.009330374528602246 0.0026121281526860166 0.0041192282922429685 0.01127326895958234 -0.010990566175964132 -0.014165768852835225 0.0037021299966625747 -0.02710896413582517 0.025046745701711944 -0.0030709406728142981 0.00029035237632369417 -0.010622050037731846 0.030164029676864653 0.033857565739163452 0.0012420198441438488 0.021445878219438077 0.016220520339906896 -0.0020874881507404138 0.0055476167119453672 0.015448882661345285 0.028019699161039285 leaf_weight=272468.73162101978 2368.8254940807819 78.18906281888485 9406.4929620549083 1133.8171460554004 151.0442528873682 1268.3943594954908 32093.320858759107 88.549828946590424 28.325333531945944 172.93477837741375 856.44196247681975 106.80984888598323 42.547159891575575 14.558233752846716 287.11117169260979 684.18202484026551 60.487784683704376 52.371734857559204 40.906122624874115 379.10686136037111 72.542078852653503 31.355434812605381 26.193416640162468 47.25787165760994 28.226401567459106 173.81050349771976 87.447104640305042 160.4156117811799 28.19910854101181 135.45722107589245 leaf_count=1176765 9777 315 38840 4585 609 5309 158485 366 178 700 3760 655 241 110 1212 3183 275 219 165 1538 296 132 105 194 114 798 381 732 115 547 internal_value=-3.25435e-05 -0.000201362 -0.000887461 -0.00277608 -0.00599976 -0.000223061 7.61581e-05 0.00178576 0.000300967 -0.0042572 0.0016294 -0.0012547 -0.00690642 0.00685392 -0.0108825 0.00156568 -0.00717157 0.0172081 0.0191079 -0.0020249 0.000590751 0.00257242 0.00292492 0.012873 0.00693913 0.00450962 0.00836353 0.0110979 -0.00115166 0.0230455 internal_weight=322574 50105.3 14430.2 3755.34 1386.51 10674.9 35675.1 3581.78 3299 744.489 2554.51 1276.39 424.914 95.2553 329.658 851.48 167.298 66.93 282.779 655.939 483.004 410.462 252.695 73.4513 69.1325 1278.12 421.673 334.226 179.243 213.646 internal_count=1410701 233936 59534 15385 5608 44149 174402 15917 14776 3032 11744 6073 1960 507 1453 4113 930 329 1141 2666 1966 1670 1023 299 279 5671 1911 1530 724 862 is_linear=0 shrinkage=0.03 Tree=941 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 0 2 3 3 3 0 2 3 2 2 1 1 2 2 3 2 0 2 3 2 1 3 0 2 2 split_gain=1.79747 6.00295 14.4017 7.11117 6.09796 7.85053 6.05362 7.57226 18.2909 12.5496 13.9375 7.62509 5.43216 14.8017 21.9402 10.6797 10.527 10.5025 8.30643 5.2018 8.26605 14.0712 25.5276 7.86003 13.2346 7.85521 7.26727 6.53439 5.8442 4.89862 threshold=1.0000000180025095e-35 156.82556152343753 164.41123962402347 65.500000000000014 39.500000000000007 44.500000000000007 186.24382019042972 1.7404999732971194 2.5095000267028813 1.469500005245209 57.500000000000007 173.86003112792972 1.0205000042915346 3991.455688476563 3673.091186523438 -2.4999999999999996 -2.4999999999999996 5975.3146972656259 14106.575683593752 1.0619999766349795 134.73744964599612 52.500000000000007 142.00050354003909 1.469500005245209 87.470542907714858 -2.4999999999999996 1.532000005245209 57.500000000000007 87.470542907714858 181.1947937011719 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 19 -3 -6 7 9 29 10 -4 -11 13 14 16 -16 -8 -15 -19 -1 23 -22 -23 24 27 -24 28 -21 -25 -9 right_child=-2 2 6 -5 5 -7 12 8 -10 11 -12 -13 -14 17 15 -17 -18 18 -20 20 21 22 25 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.00077682960043493423 3.6653952188702692e-05 0.0049753935053477669 0.00077114906444668188 0.0059641841998445749 -0.02208741571359988 -0.0036571015739900194 0.004853103999909395 0.012299290039423634 0.0024884346131378667 0.0012581185093931031 0.026428005508915754 -0.020272699680859794 -0.00016409501614218382 -0.011698370650009627 -0.004746771045278749 0.0072198684898948338 -0.0031925366207169472 0.0024997401563080003 -0.0078115460349622891 0.00085265137887904734 0.0017256416769540377 0.038268036743939388 -0.0061648949022739003 0.0062997511327116404 -0.0088166457628993319 0.0090151549910534347 0.0010512134387882009 -0.011047956742666815 0.025966774079474508 0.031145114264643874 leaf_weight=1509.8712830767035 167309.10707526049 72.404896654188633 3128.4419927000999 240.12374539673328 21.211194694042206 1074.5800805389881 201.6025678217411 23.699164606630802 290.86343643069267 23.199381962418556 19.172301918268204 40.905286118388176 143673.95725821762 106.32044650614262 73.742269471287727 747.49171635508537 534.13518333435059 218.17104107886553 103.74830953776836 576.68448561429977 1300.0154103189707 25.170448422431946 37.436942651867867 61.228363126516342 203.64212545007467 169.97985348105431 697.35435077548027 44.747033908963203 17.48088076710701 26.066554129123688 leaf_count=6213 717933 312 12779 1052 86 4354 993 100 1298 96 79 165 642066 449 369 5265 2241 929 430 2525 5307 103 160 283 856 685 3199 185 79 110 internal_value=-3.15663e-05 -0.000105079 -0.000138695 0.000930033 -0.0034567 -0.00401386 -0.000112718 0.00111088 0.00536397 0.000659805 0.000927426 -0.0124807 -0.00014256 0.001416 0.00277456 0.00614533 -0.000987917 -0.00352335 -0.000823386 0.000669714 0.00136668 0.00294152 0.00973752 -0.000140762 -0.00217931 0.00627529 0.00202653 -4.26833e-06 0.0106677 0.0221705 internal_weight=322573 155263 150380 4883.73 1168.2 1095.79 149212 3552.35 340.629 3211.72 3147.61 64.1047 145659 1985.21 1556.97 821.234 735.738 428.24 321.919 4643.61 3133.74 1532.6 232.587 1601.14 825.074 207.417 776.064 621.432 78.7092 49.7657 internal_count=1410701 692768 672121 20647 4752 4440 667369 14627 1508 13119 12858 261 652742 10676 8868 5634 3234 1808 1359 19595 13382 6255 948 7127 3566 845 3561 2710 362 210 is_linear=0 shrinkage=0.03 Tree=942 num_leaves=31 num_cat=0 split_feature=2 3 0 1 0 2 2 2 2 2 0 0 1 1 1 1 2 1 0 0 2 1 1 2 2 0 1 0 2 2 split_gain=1.75895 11.256 7.80077 11.9153 14.5635 18.9738 14.0646 16.1062 11.3779 11.0626 9.65205 28.6522 16.7987 14.854 14.0017 10.9273 8.78042 20.7354 11.8827 10.4193 9.22851 11.1048 8.31913 8.18308 7.84434 18.7268 24.7322 25.822 31.3009 19.1705 threshold=16176.651367187502 74.000000000000014 11.500000000000002 1.5000000000000002 4.5000000000000009 45473.716796875007 27647.242187500004 25918.428710937504 61082.773437500007 75297.019531250015 37.500000000000007 32.500000000000007 -11.499999999999998 2.5000000000000004 -14.499999999999998 -3.4999999999999996 31791.298828125004 6.5000000000000009 5.5000000000000009 10.500000000000002 36363.248046875007 3.5000000000000004 3.5000000000000004 68532.378906250015 23484.753906250004 25.500000000000004 3.5000000000000004 30.500000000000004 18984.831054687504 17918.074218750004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 6 7 -5 16 23 11 12 -4 14 -12 -13 19 18 20 -6 -18 -22 -21 -7 25 -14 27 29 -29 -27 right_child=2 -3 10 4 8 9 -8 -9 -10 -11 13 15 24 -15 -16 -17 17 -19 -20 22 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=1.1898137151866048e-05 -1.5374411705531811e-05 -0.0072968801116086047 -0.005399479563432303 -0.011359068378887428 0.0017345242479012905 0.0035283827186748016 -0.01580196062721053 0.021033539515928783 0.00029939049848490458 -0.0036186225098225476 0.012240932493884787 0.0025501834915281707 -0.00095433114353306336 0.0022909630654239684 -0.00030813628171387833 -0.0039531482464741415 -0.0074766401662862492 -0.029648557324187932 0.011645787960292236 0.0051561583464048823 0.010195906761997631 -0.015790745438100301 0.018794864967044151 0.01983273966841281 -0.00053565597087983378 -0.0027827187288041607 0.014800658254735654 0.005852663718116307 -0.0086615442123795221 0.0077736063478202931 leaf_weight=251984.09724072495 25280.316669072956 189.78673626529053 589.75628444179893 33.326630339026451 1162.104527130723 159.07191579043865 130.52650372684002 23.595814824104309 1143.8052780926228 207.23572687804699 80.450606022030115 252.22535548359156 1950.876513838768 2420.9524880237877 14960.086398623884 2978.1685254871845 59.980307027697563 13.311964884400366 336.50492784380913 132.05971419811249 112.06732082366943 17.051440969109535 57.89742948114872 33.547360643744469 16666.367553606629 200.06058041751385 155.3206908851862 222.83516818284988 334.40223722159863 684.80543763935566 leaf_count=1087573 132619 3170 2551 180 4783 728 570 96 4677 839 622 1020 8039 10418 63184 12237 243 54 1481 534 508 75 236 196 67611 810 655 898 1344 2750 internal_value=-3.06165e-05 6.39753e-06 -0.000163204 0.000215191 0.00182442 -0.00249979 -0.0103753 0.0020685 0.00266126 0.00119217 -0.000426758 -0.000816742 -0.000408582 0.000110034 -0.000241012 -0.00344538 0.00408989 0.00732787 0.00826437 0.00279928 0.00224709 0.00676411 0.00931313 0.00636802 -0.000262974 0.00101781 0.00342632 0.00220125 -0.00285742 0.00538691 internal_weight=322573 252174 70398.7 28902.4 3622.09 587.304 187.449 56.9224 3034.78 399.855 41496.3 24034.8 20804.4 17461.5 15040.5 3230.39 1890.98 538.916 525.604 1352.06 189.099 129.119 189.957 192.619 20214.7 3548.3 1597.42 1442.1 557.237 884.866 internal_count=1410701 1090743 319958 147819 15200 2609 846 276 12591 1763 172139 97915 84658 74224 63806 13257 7914 2361 2307 5553 826 583 770 924 82107 14496 6457 5802 2242 3560 is_linear=0 shrinkage=0.03 Tree=943 num_leaves=31 num_cat=0 split_feature=2 3 0 1 0 2 2 0 2 2 0 0 1 1 1 1 2 1 0 0 2 1 1 2 0 2 1 2 1 2 split_gain=1.65504 10.5937 7.34034 11.2211 13.7128 17.8965 13.2595 15.4494 10.7241 10.4309 9.08262 26.9752 15.8019 13.9769 13.2647 10.2867 8.31456 19.558 11.233 9.82179 8.6985 10.4547 7.86564 7.83636 7.77816 10.7722 8.36933 18.918 16.214 7.68824 threshold=16176.651367187502 74.000000000000014 11.500000000000002 1.5000000000000002 4.5000000000000009 45473.716796875007 27647.242187500004 3.5000000000000004 61082.773437500007 75297.019531250015 37.500000000000007 32.500000000000007 -11.499999999999998 2.5000000000000004 -14.499999999999998 -3.4999999999999996 31791.298828125004 6.5000000000000009 5.5000000000000009 10.500000000000002 36363.248046875007 3.5000000000000004 3.5000000000000004 68532.378906250015 10.500000000000002 84255.890625000015 5.5000000000000009 84255.890625000015 6.5000000000000009 17466.614257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 6 7 -5 16 23 11 12 -4 14 -12 -13 19 18 20 -6 -18 -22 -21 -7 26 -26 -10 -28 -29 -15 right_child=2 -3 10 4 8 9 -8 -9 24 -11 13 15 -14 29 -16 -17 17 -19 -20 22 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=1.1541197163911064e-05 -1.4912990673456825e-05 -0.0070798672900128151 -0.0052363502168827868 -0.020205214925607552 0.0016826609857223986 0.0034258152621900332 -0.01536093353076045 0.013031737541807363 0.0020821438606170918 -0.0035093435829875678 0.011957665665821102 0.0024739564325205131 -0.00025509293502692823 -0.0041792975502716271 -0.0002988817765767773 -0.0038363096932543133 -0.007257631069282993 -0.028823750861045997 0.011332280289740274 0.0050041839896794518 0.0099224909382385242 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0.000208764 0.00177105 -0.00242846 -0.0100867 0.00201031 0.00258299 0.00115809 -0.000413973 -0.000792297 -0.000396332 0.00010674 -0.000233776 -0.00334346 0.00397102 0.00712712 0.00803803 0.00271601 0.00218386 0.00657643 0.00904446 0.00619432 0.000290406 -0.00653707 0.00118681 -0.00713397 0.00018279 0.00222236 internal_weight=322568 252174 70394.4 28899.9 3619.46 586.415 187.038 56.7883 3033.05 399.377 41494.6 24033.3 20804.2 17461.3 15040.5 3229.02 1889.23 537.506 524.224 1351.72 188.768 128.83 189.737 192.099 1143.82 132.747 1011.07 98.2248 75.0469 2420.81 internal_count=1410701 1090743 319958 147819 15200 2609 846 276 12591 1763 172139 97915 84658 74224 63806 13257 7914 2361 2307 5553 826 583 770 924 4677 550 4127 408 311 10418 is_linear=0 shrinkage=0.03 Tree=944 num_leaves=31 num_cat=0 split_feature=1 2 2 0 3 2 0 3 2 1 0 2 3 0 0 0 2 3 3 3 0 2 2 2 2 3 3 2 3 0 split_gain=1.58114 5.59484 13.5924 6.73384 5.88654 6.852 12.6535 9.36916 12.4331 8.30457 8.73198 25.2255 6.24387 6.14138 5.73795 7.38554 5.6486 7.1381 17.3239 11.8141 13.1799 7.18297 5.57253 5.31668 6.57134 10.7054 9.97636 10.2255 18.0201 11.0487 threshold=1.0000000180025095e-35 156.82556152343753 164.41123962402347 72.500000000000014 1.0619999766349795 134.73744964599612 52.500000000000007 1.469500005245209 87.470542907714858 -2.4999999999999996 53.500000000000007 142.00050354003909 1.532000005245209 57.500000000000007 39.500000000000007 44.500000000000007 186.24382019042972 1.7404999732971194 2.5095000267028813 1.469500005245209 57.500000000000007 173.86003112792972 87.470542907714858 234.47260284423831 210.22515869140628 4.1315000057220468 1.6674999594688418 228.54534149169925 1.247500002384186 39.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 14 4 -1 7 -7 8 13 -8 11 -11 22 -6 -3 -16 17 19 -19 20 -4 -21 -9 24 -18 26 27 29 -29 -26 right_child=-2 2 16 -5 5 6 9 12 -10 10 -12 -13 -14 -15 15 -17 23 18 -20 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.00075417159555342427 3.5178778657157694e-05 0.0048290646803603298 0.00074736208572999537 0.013074849518786553 0.00082656089786171537 0.0016733815652512556 -0.0026979727306846537 0.0061230685757140777 -0.0085424888290584564 0.04918093084656612 0.0038625511873374911 0.010893291085716815 0.0015337309488215206 -0.010704408810006411 -0.021422899255640376 -0.0035477890577046084 -0.00010300359043048021 0.021609695434293637 0.0024147995261175857 0.0012198236343291702 0.025753990073254615 -0.01968134038820777 0.025391667160317578 -9.4148319074193804e-05 0.0004302212484901055 -0.026769667570342586 0.0020346469206666204 0.018358509018456377 -0.0093983266964371547 -0.0038597137279738785 leaf_weight=1509.9799639135599 167301.69084195467 72.351215660572052 3128.2333098500967 40.557689234614372 576.55244332551956 1299.8529541566968 48.33353690803051 61.100220710039139 203.88534290343523 17.660248413681984 94.543189957737923 125.84679561853409 842.35873923450708 44.799772351980209 21.213714271783829 1074.6702353060246 3632.6058230176568 49.528112396597862 290.65934071689844 23.196539640426636 19.084654465317726 40.872273027896881 17.342144459486008 139009.49539218028 1001.4971884638071 15.619082182645796 492.66054713726044 22.576372176408768 311.42114919424057 1173.3636926263571 leaf_count=6213 717933 312 12779 202 2525 5307 206 283 856 73 381 508 3829 185 86 4354 14960 210 1298 96 79 165 79 625420 4039 71 2045 93 1269 4845 internal_value=-2.88067e-05 -9.7754e-05 -0.000130205 0.000901651 0.00079969 0.0015038 0.00293106 0.000207172 -0.00211416 0.00863949 0.0109414 0.015605 0.00228759 -4.82717e-06 -0.00335358 -0.00389381 -0.000104967 0.00107712 0.0052094 0.000639382 0.000898997 -0.0121139 0.010383 -0.00013379 -0.000962481 -0.00199728 -0.00186837 -0.0026348 -0.00752212 -0.00188425 internal_weight=322564 155262 150379 4882.81 4842.26 3332.28 1586.24 1746.04 825.238 286.384 238.05 143.507 920.801 621.352 1168.24 1095.88 149211 3551.57 340.187 3211.39 3147.32 64.0688 78.4424 145659 6649.74 3017.14 3001.52 2508.86 333.998 2174.86 internal_count=1410701 692768 672121 20647 20445 14232 6475 7757 3566 1168 962 581 4191 2710 4752 4440 667369 14627 1508 13119 12858 261 362 652742 27322 12362 12291 10246 1362 8884 is_linear=0 shrinkage=0.03 Tree=945 num_leaves=31 num_cat=0 split_feature=2 0 2 0 3 0 2 3 3 2 3 0 0 2 3 2 0 0 3 1 2 2 2 1 2 1 2 0 2 2 split_gain=2.75014 8.6296 12.0303 14.7427 10.9398 17.8155 11.434 32.6136 31.4403 51.1782 35.1896 20.1394 27.2733 35.9616 19.8155 27.0987 30.1307 23.3747 16.3647 13.6866 12.7506 12.6779 12.4348 12.3484 22.1581 11.9359 11.716 11.6235 16.1712 11.528 threshold=27647.242187500004 7.5000000000000009 28492.581054687504 6.5000000000000009 1.7404999732971194 60.500000000000007 52302.683593750007 3.4465000629425053 5.9049999713897714 40758.552734375007 5.0659999847412118 79.500000000000014 82.500000000000014 35189.248046875007 9.5555000305175799 43957.078125000007 88.500000000000014 13.500000000000002 2.5095000267028813 4.5000000000000009 29455.711914062504 28492.581054687504 47554.107421875007 1.0000000180025095e-35 47554.107421875007 9.5000000000000018 35189.248046875007 32.500000000000007 36363.248046875007 32790.857421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -3 7 18 9 11 -11 25 21 -14 15 20 17 19 27 -17 -10 -13 -19 24 -12 -9 -23 28 -6 -20 right_child=1 4 -4 -5 6 -7 -8 8 14 10 23 12 13 -15 -16 16 -18 22 29 -21 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.7080075514934572e-05 -0.012790915240144437 0.0002081015241039011 0.00044096310485272595 -0.00035190031550673054 0.005947922087822406 0.0061813822654689533 -0.00022164636223592557 0.003054940339197963 -0.023086462911777243 -0.0049373140100615557 0.0095476061617105323 -0.0067095085347887622 -0.0098248086646478654 0.02193200008903504 0.001061644627977043 -0.001905941932013979 -0.027002690928186274 0.0014594144357450631 -0.007725441584375845 -0.033452532095258988 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25.7671 33.9778 18.8582 24.7804 20.2451 16.7726 16.225 16.1264 15.4063 14.2724 13.0165 13.0015 12.0054 11.9903 11.6792 11.6334 20.8465 11.3032 threshold=27647.242187500004 7.5000000000000009 28492.581054687504 6.5000000000000009 1.7404999732971194 60.500000000000007 52302.683593750007 3.4465000629425053 5.9049999713897714 40758.552734375007 5.0659999847412118 79.500000000000014 82.500000000000014 35189.248046875007 45473.716796875007 9.5555000305175799 88.500000000000014 13.500000000000002 91.500000000000014 35189.248046875007 2.5095000267028813 37774.541015625007 29455.711914062504 9.5000000000000018 86.500000000000014 28492.581054687504 36363.248046875007 1.0000000180025095e-35 47554.107421875007 9.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -3 7 20 9 11 -11 29 25 -14 15 22 17 23 -18 -17 -6 -21 -10 -16 -24 -13 -26 28 -12 -9 right_child=1 4 -4 -5 6 -7 -8 8 14 10 27 12 13 -15 16 19 18 -19 -20 21 -22 -23 24 -25 26 -27 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51.271685943007469 56.577509865164757 326.73167888075113 32.418290555477142 129.66693203896284 26.787727400660515 46.376068420708179 2493.5110599659383 127.24891131743789 570.66534677892923 161.34253735840321 17.95990227162838 142.67619255185127 56.907961055636406 162.87341023981571 77.650214716792107 67.480212703347206 leaf_count=1176978 671 13716 100518 982 10786 2374 73371 7273 238 4830 431 57 347 224 238 1431 133 542 123 202 10105 551 2363 673 74 601 232 658 316 302 internal_value=1.89168e-05 -0.000179014 0.00032213 -0.00491122 -0.000469515 0.000993351 -0.000668827 -0.00143174 0.000165984 0.00164322 -0.00241763 0.00452874 0.0116402 0.00210167 -0.00322729 -0.00511408 0.00235714 0.00511928 -0.0138588 -1.0224e-05 -0.00308896 -0.00739844 -0.00874339 3.58652e-05 -0.00751914 0.0199367 -0.0188143 0.00575824 0.000562253 0.00341434 internal_weight=322767 50196.4 18420 364.508 31776.4 3810.3 27966.1 10431 5310.86 3700.07 1537.01 2163.06 293.043 136.318 1610.8 1204 406.793 347.587 59.206 500.357 5120.18 173.625 703.647 217.92 645.533 156.725 74.8679 345.624 182.751 1870.02 internal_count=1411340 234362 102171 1653 132191 16090 116101 42730 21839 15039 6235 8804 1229 571 6800 5091 1709 1453 256 2184 20891 753 2907 911 2669 658 306 1405 747 7575 is_linear=0 shrinkage=0.03 Tree=947 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 3 0 2 0 1 0 3 0 0 2 0 2 0 0 2 1 2 2 1 1 0 0 2 3 0 split_gain=2.43437 7.68312 16.8365 55.353 16.2847 22.8539 19.9634 11.4256 10.3025 8.34187 12.1465 7.76299 7.67409 7.64008 10.6449 13.0275 10.0506 17.734 65.62 14.4022 12.1011 11.7135 11.5993 33.773 18.967 11.2946 10.1294 19.1765 9.68709 15.8436 threshold=27647.242187500004 25918.428710937504 79.500000000000014 74.500000000000014 24.500000000000004 2.1755000352859502 22.500000000000004 26764.801757812504 10.500000000000002 5.5000000000000009 35.500000000000007 1.1510000228881838 36.500000000000007 7.5000000000000009 28492.581054687504 6.5000000000000009 33967.421875000007 4.5000000000000009 3.5000000000000004 30553.010742187504 1.0000000180025095e-35 29455.711914062504 35189.248046875007 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 31791.298828125004 1.7404999732971194 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 9 8 -4 -3 10 -6 -12 -11 14 15 -2 17 18 20 -19 -16 -22 23 24 -18 -26 -21 -28 29 -15 right_child=13 2 7 -5 5 -7 -8 -9 -10 12 11 -13 -14 28 16 -17 22 19 -20 26 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=3.9372891460196699e-05 -0.012019028353030184 0.0047242171611624126 -0.020561022163825261 0.032011893446207723 0.012130373433929035 -0.0069445255533600817 0.018908238895836843 -0.00052955911623795457 -0.00262334931601683 -0.031158569176935148 0.010202332453811679 -0.00054577231413398221 -0.0024978169963757722 0.0001958040433635735 -0.002747465987261112 -0.00033105123487251327 -0.0008529067502465506 -4.3595584174712529e-05 -0.024597772312077486 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internal_value=1.83516e-05 5.37067e-05 0.00182357 0.00240734 0.00160102 -0.0011713 0.00420315 -0.0100302 0.00303728 0.00245063 0.00341242 0.00118338 -0.0104635 -0.000173645 0.000312498 -0.0047625 0.000414993 0.00248614 -0.00450067 0.003696 0.00604348 0.012821 0.00017308 -0.00531963 -0.00864617 -0.0159094 0.00584962 0.0101448 -0.000455445 0.000963813 internal_weight=322763 272571 2189.76 2086.99 2031.65 983.658 1047.99 102.779 971.008 604.448 562.551 448.004 41.8967 50192.2 18418.2 364.61 18053.6 1888.15 278.698 1609.45 182.794 103.217 16165.4 338.769 301.575 156.096 1021.29 333.024 31774 3809.35 internal_count=1411340 1176978 9279 8827 8597 4032 4565 452 4256 2497 2316 1853 181 234362 102171 1653 100518 8797 1452 7345 1019 471 91721 1593 1418 659 4740 1533 132191 16090 is_linear=0 shrinkage=0.03 Tree=948 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 3 0 2 0 1 3 3 1 1 0 0 2 0 2 0 0 2 1 2 2 1 1 0 0 2 split_gain=2.29057 7.23322 15.8549 52.3535 15.3338 21.5055 18.7587 10.7824 9.70414 7.8628 11.584 9.33816 8.66967 7.73564 7.32718 7.18901 10.0138 12.2481 9.46905 16.7052 61.9911 13.5916 11.3672 11.0235 10.9264 31.8947 17.8971 10.7867 9.59691 18.2249 threshold=27647.242187500004 25918.428710937504 79.500000000000014 74.500000000000014 24.500000000000004 2.1755000352859502 22.500000000000004 26764.801757812504 10.500000000000002 5.5000000000000009 1.8174999952316286 1.1980000138282778 -2.4999999999999996 1.0000000180025095e-35 36.500000000000007 7.5000000000000009 28492.581054687504 6.5000000000000009 33967.421875000007 4.5000000000000009 3.5000000000000004 30553.010742187504 1.0000000180025095e-35 29455.711914062504 35189.248046875007 2.5000000000000004 1.0000000180025095e-35 5.5000000000000009 6.5000000000000009 31791.298828125004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 6 9 8 -4 -3 10 11 -6 -12 -5 -11 16 17 -2 19 20 22 -21 -18 -24 25 26 -20 -28 -23 -30 right_child=15 2 7 13 5 -7 -8 -9 -10 14 12 -13 -14 -15 -16 -17 18 -19 24 21 -22 28 23 -25 -26 -27 27 -29 29 -31 leaf_value=3.8191695253599898e-05 -0.011651966474219328 0.0045871696257252211 -0.019983338564047316 0.04324467504920091 0.0085901510009574744 -0.0067371210491459213 0.018328944878049688 -0.00051370447764539429 -0.0025446192774040053 -0.030529824000964434 0.026540066806747815 -0.0022934476339419771 0.007037584752853967 0.020706034186480763 -0.0024232145996255176 -0.00044179072009408149 -0.0026610019748971071 -0.00032109730311105541 -0.00082698972862037441 -4.2287298123782358e-05 -0.023962284503010078 0.0036621138102846127 0.029292018547856302 0.0067296747283170002 0.00028195303700973424 0.021132113819295768 -0.023519508556239979 -0.0077313127349649437 0.016730603519607756 0.002667017773792359 leaf_weight=270380.91363607073 138.31635788083076 747.32209589332342 48.652523037046194 25.633543834090233 93.950749449431896 379.1584697291255 77.034774288535118 54.029122218489647 222.93713324517012 11.529370144009588 23.639102920889854 289.82584809139371 155.21303963661194 29.451620638370514 30.248315542936325 31773.14243067964 79.695825633592904 226.38651943951845 145.53585521876812 588.1649556234479 95.500658579170704 687.54740642756224 26.056673765182495 77.324144661426544 15825.501725991722 36.970069363713264 76.261299960315228 79.595277801156044 170.09151318669319 161.83625651150942 leaf_count=1167699 671 3357 212 111 391 1535 309 240 899 54 100 1196 629 119 127 132191 548 982 759 2605 433 3207 107 364 90128 175 325 334 791 742 internal_value=1.78021e-05 5.20959e-05 0.00176981 0.00233633 0.00155358 -0.00113634 0.00407982 -0.00973879 0.00294849 0.00237716 0.00330957 0.000370921 0.00961525 0.0311943 -0.0101798 -0.000168447 0.000303185 -0.00461842 0.000402626 0.00241409 -0.00436814 0.00358933 0.005853 0.0124164 0.000167902 -0.00516637 -0.00839225 -0.0154565 0.00568452 0.0098737 internal_weight=322757 272570 2188.63 2085.94 2030.86 983.565 1047.29 102.682 970.259 604.406 562.629 383.777 178.852 55.0852 41.7777 50187.9 18414.8 364.703 18050.1 1886.22 278.577 1607.64 183.077 103.381 16163.9 338.363 301.392 155.857 1019.48 331.928 internal_count=1411340 1176978 9279 8827 8597 4032 4565 452 4256 2497 2316 1587 729 230 181 234362 102171 1653 100518 8797 1452 7345 1019 471 91721 1593 1418 659 4740 1533 is_linear=0 shrinkage=0.03 Tree=949 num_leaves=31 num_cat=0 split_feature=0 3 1 1 2 1 2 1 1 2 1 2 2 0 2 1 1 2 0 2 2 0 2 0 2 2 2 2 0 2 split_gain=2.19123 2.64106 8.11983 5.70028 5.71425 4.8742 9.24048 4.70057 4.17105 4.05829 3.84481 2.54217 5.4196 3.11831 4.26671 2.45447 1.92389 1.77965 8.28169 12.0267 12.6811 8.03054 18.527 22.0883 11.2677 11.0372 16.2428 15.681 11.9948 10.2434 threshold=94.500000000000014 21.500000000000004 3.5000000000000004 2.5000000000000004 99995.847656250015 1.0000000180025095e-35 3673.091186523438 -1.4999999999999998 40.500000000000007 2602.8994140625005 22.500000000000004 6409.8125000000009 18984.831054687504 96.500000000000014 79162.558593750015 47.500000000000007 93.500000000000014 27647.242187500004 92.500000000000014 20123.864257812504 16176.651367187502 78.500000000000014 20123.864257812504 81.500000000000014 26764.801757812504 521.58471679687511 596.91259765625011 431.66661071777349 81.500000000000014 25918.428710937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 7 5 -5 6 -3 -2 10 -9 -4 -8 -13 -14 -15 -6 -17 18 21 20 -20 29 25 24 -24 27 28 -23 -27 -1 right_child=1 3 8 4 15 -7 11 9 -10 -11 -12 12 13 14 -16 16 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=5.9279002735789615e-05 -0.013899677607457687 0.020144038760518138 -0.012518521911204481 -0.0052693653336445849 0.019385767022261909 -0.0032150866419163645 -0.0077543425822005664 -0.015601738944364694 -0.00031509207991044181 9.3163627130331215e-05 -0.034804364354214475 0.01763065471572962 -0.0064653721627155247 0.018958829998528333 -0.00019106920614968604 0.012916468328686535 -0.015240193295402467 -0.00014380588524399488 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8780 internal_value=1.72691e-05 -0.00142911 -0.00347945 -0.00019573 0.00883242 -0.00116397 0.00287102 -0.00188285 -0.0164442 -0.000762871 -0.0224567 0.000175732 0.00204288 -0.000458964 0.00387641 0.0152479 0.00158404 2.14937e-05 5.16031e-05 0.00487904 0.00748935 4.59314e-05 -0.000838967 -0.00677708 -0.0170334 -0.000524411 -0.000785029 0.00397146 -0.00689142 7.59695e-05 internal_weight=322753 939.936 353.045 586.891 56.8456 530.045 178.634 314.335 38.7101 287.537 28.1985 154.522 125.074 107.776 62.595 39.0707 9.08163 321813 272227 319.462 265.974 271907 8926.94 449.091 133.011 8477.85 8013.33 464.517 373.759 262980 internal_count=1411340 4605 1621 2984 458 2526 803 1412 209 1291 137 681 551 479 276 353 220 1406735 1175303 1428 1178 1173875 38030 1852 544 36178 34046 2132 1620 1135845 is_linear=0 shrinkage=0.03 Tree=950 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 1 1 2 1 2 split_gain=2.84866 3.93719 6.93897 2.58996 2.4179 13.05 8.66679 8.5286 17.8186 31.0773 14.5445 12.2935 10.9691 10.6442 23.4294 28.3669 23.3432 19.877 9.92202 16.2952 9.84256 11.0533 10.2679 19.1356 9.30214 8.41221 10.5609 9.04613 8.3601 8.26902 threshold=-58.499999999999993 4.5000000000000009 55938.710937500007 25918.428710937504 58.500000000000007 59.500000000000007 249.24568176269534 317.43702697753912 937.66867065429699 1061.0313110351565 257.27976989746099 282.07974243164068 667.89181518554699 3325.9851074218755 2602.8994140625005 2471.414184570313 3527.054809570313 1.5000000000000002 9188.5839843750018 10857.155761718752 1338.8272094726565 1164.8808593750002 2292.840698242188 2343.383422851563 8430.8989257812518 -1.4999999999999998 5.5000000000000009 2928.0368652343755 13.500000000000002 238.29680633544925 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 -2 7 29 10 12 -10 28 -12 -9 14 15 20 17 -15 24 -20 21 -11 -22 -24 -18 -16 -27 -28 -6 -7 right_child=4 3 -4 -5 5 6 -8 8 9 13 11 -13 -14 16 25 -17 18 -19 19 -21 22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.054111062716524126 3.8515225168826055e-05 0.0065973878294905367 0.013753631039378562 0.026745094973830735 -0.00071427663016027402 -0.0010320029304902415 3.9686448482438936e-05 -0.0054358349317326238 0.033913408164229983 -0.0015622571984236714 0.020086185914980313 -0.0009126770798673408 -0.020690553186734861 0.0014315567042761934 0.00087122850810567964 0.019568173668438112 -0.005351386409045083 0.022392196505636151 0.0183408347945897 -0.0017959946109933911 0.0082701181098083585 -0.030128028275725298 -0.033930020454793659 -0.00028177537371529174 -0.023828395688912294 -0.01354197205951356 -0.015906024337392632 0.010268997865900477 -0.024739021762046915 -0.005850647245460399 leaf_weight=2.2485381495207575 273164.86220752337 14.410648588091137 3.4159211745718494 9.5462113749235851 685.30030173063278 2891.2710171341896 43321.097465910716 90.668138399720192 20.948625668883324 24.638020947575569 57.679634377360344 44.411051690578461 79.727173492312431 111.47740322351456 56.223886623978615 59.347423687577248 329.41103181242943 64.148209542036057 39.642133772373199 412.6544336900115 71.287067696452141 24.131456077098846 18.77082259953022 80.209783181548119 26.494683742523193 329.40852034091949 18.388905704021454 33.588325247168541 13.288527950644491 360.4746159017086 leaf_count=18 1200071 165 448 132 2948 12739 183592 382 87 105 240 183 334 465 234 242 1431 270 161 1744 294 107 77 329 108 1349 84 147 121 1576 internal_value=4.48171e-06 0.0093074 -0.0131856 0.0146257 3.62706e-06 -0.000189822 -7.2436e-05 -0.00222078 -0.00331953 -0.00240318 0.000374422 0.0109514 -0.0125734 -0.00285075 -0.00563354 0.00117052 -0.000825532 0.00908754 -0.00297968 -3.10754e-05 -0.00381427 -0.0156968 -0.000410783 -0.00666288 -0.00672687 -0.00996192 -0.0115589 0.0010086 -0.00117127 -0.00156618 internal_weight=322459 29.6213 5.66446 23.9569 322430 49264.7 46572.8 2691.85 1891.17 1720.77 800.68 102.091 170.395 1699.82 715.994 278.385 983.828 175.626 808.202 452.297 219.037 48.7695 170.268 98.9806 355.906 437.61 381.386 51.9772 698.589 3251.75 internal_count=1410183 763 466 297 1409420 209349 197907 11442 7950 7234 3492 423 716 7147 2968 1154 4179 735 3444 1905 912 212 700 406 1539 1814 1580 231 3069 14315 is_linear=0 shrinkage=0.03 Tree=951 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 0 2 2 split_gain=2.70681 3.7381 6.33325 2.53705 2.2752 12.2892 8.1569 8.03205 22.0175 29.2499 10.0305 22.0727 26.7204 21.9959 18.8362 9.73466 15.696 9.34746 15.3462 9.30215 10.5108 9.66165 17.9965 8.99535 8.75635 8.01941 7.96421 7.93241 21.0296 29.2603 threshold=-58.499999999999993 4.5000000000000009 55938.710937500007 25918.428710937504 58.500000000000007 59.500000000000007 249.24568176269534 472.45382690429693 937.66867065429699 1061.0313110351565 3325.9851074218755 2602.8994140625005 2471.414184570313 3527.054809570313 1.5000000000000002 257.27976989746099 282.07974243164068 9188.5839843750018 10857.155761718752 1338.8272094726565 1164.8808593750002 2292.840698242188 2343.383422851563 -1.4999999999999998 8430.8989257812518 13.500000000000002 161.39817047119143 61.500000000000007 575.09899902343761 1443.1333007812502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 -2 7 26 15 -9 -10 11 12 19 14 -12 25 -17 24 -19 20 -11 -21 -23 -18 -15 -6 -7 28 -8 -30 right_child=4 3 -4 -5 5 6 27 8 9 10 13 -13 -14 17 -16 16 23 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.050902643971248482 3.7359833020186155e-05 0.0064332541657613944 0.013513236797755089 0.026527214094574637 -0.00069290492223499664 0.0007656718701616193 0.0066479894442326619 -0.014838720611541288 0.032904021741652745 -0.0015156952914660959 0.0013889701071686956 -0.0096742772533556006 0.019002498229587515 -0.0051950801704580942 0.021825181144625855 0.019536620909615256 0.022122842433692426 0.017808815945177928 -0.0017415395146269722 0.0080236416539250094 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0.00911208 -0.0127201 0.0143596 3.51761e-06 -0.000184142 -7.02651e-05 -0.00215574 -0.00325431 -0.00233283 -0.0027673 -0.00547034 0.00113619 -0.000801096 0.00883218 0.000290481 0.00765416 -0.00289097 -3.01052e-05 -0.00370299 -0.0152782 -0.000398438 -0.00646242 -0.00112978 -0.00653027 -0.00113672 -0.0015196 3.84959e-05 0.00130745 0.000426303 internal_weight=322456 29.3656 5.6905 23.6751 322427 49261.9 46572 2689.95 1856.3 1719.52 1698.58 715.266 278.15 983.311 175.294 833.647 135.343 808.017 452.391 218.868 48.607 170.261 98.9886 77.8174 355.626 698.304 3250.9 43321.1 4021.97 3452.36 internal_count=1410183 763 466 297 1409420 209349 197907 11442 7808 7234 7147 2968 1154 4179 735 3634 565 3444 1905 912 212 700 406 325 1539 3069 14315 183592 16859 14499 is_linear=0 shrinkage=0.03 Tree=952 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 0 2 2 1 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 1 split_gain=2.5717 3.54939 5.79599 2.48441 2.17054 2.14091 11.5726 7.67736 7.69063 7.77376 7.56382 20.758 27.5417 9.45036 20.7875 25.1731 20.727 17.8528 9.26485 8.80619 14.4541 8.79224 10.0229 9.09184 16.9361 8.52011 14.4863 8.35638 8.246 7.95851 threshold=-58.499999999999993 4.5000000000000009 55938.710937500007 25918.428710937504 9.5000000000000018 58.500000000000007 59.500000000000007 249.24568176269534 238.29680633544925 -6.4999999999999991 472.45382690429693 937.66867065429699 1061.0313110351565 3325.9851074218755 2602.8994140625005 2471.414184570313 3527.054809570313 1.5000000000000002 13.500000000000002 9188.5839843750018 10857.155761718752 1338.8272094726565 1248.5628051757815 2292.840698242188 2343.383422851563 257.27976989746099 282.07974243164068 -1.4999999999999998 8430.8989257812518 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 -2 10 8 9 -8 18 -12 -13 14 15 21 17 -15 25 28 -21 22 -14 -23 -25 -7 -27 -28 -18 -16 right_child=5 3 -4 -5 -6 6 7 -9 -10 -11 11 12 13 16 29 -17 19 -19 -20 20 -22 23 -24 24 -26 26 27 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56.302734568715096 59.207569941878319 328.88630248606205 63.536450833082199 13.229182079434393 39.55736081302166 412.91823921725154 71.256873518228531 16.442588955163956 18.77488386631012 80.211925148963928 57.365563586354256 12.487672477960585 64.848476395010948 26.457464501261711 380.40428534150124 leaf_count=18 1200071 55 448 132 110 2948 182 183592 1576 12557 574 87 138 465 234 242 1431 270 123 161 1744 294 74 77 329 240 54 269 108 1580 internal_value=4.21668e-06 0.00891994 -0.0122777 0.014096 0.00627243 3.4116e-06 -0.000178634 -6.8161e-05 -0.00147448 -0.000959497 -0.00209262 -0.00315915 -0.00226445 -0.00268619 -0.00531134 0.00110295 -0.000777395 0.00858425 0.000281926 -0.00280494 -2.91632e-05 -0.00359524 -0.0148722 -0.000386518 -0.00626867 0.000683785 0.00758117 -0.000892038 -0.00633947 -0.00939297 internal_weight=322452 29.1146 5.71395 23.4006 14.2637 322423 49258.6 46570.6 3249.89 2890.01 2687.99 1854.87 1718.3 1697.38 714.599 277.892 982.777 174.958 833.123 807.819 452.476 218.684 48.4408 170.244 98.9868 819.894 134.702 77.3361 355.344 436.707 internal_count=1410183 763 466 297 165 1409420 209349 197907 14315 12739 11442 7808 7234 7147 2968 1154 4179 735 3634 3444 1905 912 212 700 406 3511 563 323 1539 1814 is_linear=0 shrinkage=0.03 Tree=953 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 0 2 0 2 2 2 2 2 2 1 2 2 2 2 2 2 1 1 0 1 2 2 2 2 split_gain=2.44344 3.3706 5.31695 2.43172 2.05992 2.01452 10.899 7.22494 7.46422 19.782 27.5537 23.0004 23.0003 13.7756 16.9761 25.8146 24.863 13.154 15.4662 39.4881 23.6152 23.2532 12.5794 12.3473 13.8037 12.1648 10.5682 10.4582 10.0428 16.6612 threshold=-58.499999999999993 4.5000000000000009 55938.710937500007 25918.428710937504 9.5000000000000018 58.500000000000007 59.500000000000007 249.24568176269534 61.500000000000007 575.09899902343761 1443.1333007812502 2243.352905273438 389.27586364746099 2554.751831054688 2817.958129882813 3.5000000000000004 3383.5720214843755 15066.298339843752 3673.103149414063 4158.8854980468759 10120.596191406252 3673.091186523438 1.0000000180025095e-35 47.500000000000007 60.500000000000007 3.5000000000000004 25057.239257812504 2983.330444335938 723.02862548828136 862.00259399414074 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 -2 -7 -8 9 12 28 -12 -9 -13 15 -15 22 18 21 -20 -21 23 27 24 -18 -19 -27 -16 -11 -30 right_child=5 3 -4 -5 -6 6 7 8 -10 10 11 13 -14 14 16 -17 17 25 19 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.04537535249741826 3.515192479557841e-05 -0.0097849641111344542 0.013036741960024113 0.026091242182036886 0.014330488700215296 -0.0020315288676784793 -0.0014305026273536872 0.004229076729615578 -8.9751131073391766e-05 -0.0014179707474110297 0.013440908579440726 -0.0093025786188094088 0.022833254932822136 0.013772704322836888 -0.015968123610023029 -0.017189565509026231 0.010687699660325168 -0.003053288344447464 0.018328856770288258 -0.0034375183377330252 0.0093982928749776328 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0.0138355 0.00611632 3.30896e-06 -0.000173287 -6.6117e-05 3.62202e-05 0.00126723 0.000412443 0.00126651 0.00644643 0.000723912 0.00113609 0.00949158 0.000501511 0.00197478 0.00358277 0.00673628 0.00243438 0.000542406 -0.00516981 0.00483845 0.00567623 -0.00148842 0.00889061 0.000860076 -0.00799918 -0.0123156 internal_weight=322449 28.8687 5.73502 23.1337 14.1938 322420 49255.8 46570 43320.7 4021.56 3451.86 3133.68 569.699 2999.98 2881.52 203.397 2678.13 2125.88 1451.8 712.637 519.759 739.16 552.249 447.473 435.174 674.081 88.3167 199.111 318.175 192.149 internal_count=1410183 763 466 297 165 1409420 209349 197907 183592 16859 14499 13151 2360 12600 12114 831 11283 9011 6092 2929 2142 3163 2272 1845 1794 2919 371 815 1348 815 is_linear=0 shrinkage=0.03 Tree=954 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 0 0 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 1 2 1 1 2 split_gain=2.32131 3.20098 4.88786 2.3793 1.95494 1.93422 1.89553 10.2556 7.12352 19.5777 25.9418 8.91088 19.5945 23.7149 19.5258 16.9139 8.8814 8.31268 9.661 8.55558 15.949 8.30111 13.6131 8.03147 13.6725 7.89519 7.76808 7.51212 9.95935 8.58703 threshold=-58.499999999999993 4.5000000000000009 55938.710937500007 25918.428710937504 9.5000000000000018 12.500000000000002 58.500000000000007 59.500000000000007 472.45382690429693 937.66867065429699 1061.0313110351565 3325.9851074218755 2602.8994140625005 2471.414184570313 3527.054809570313 1.5000000000000002 13.500000000000002 1338.8272094726565 1164.8808593750002 2292.840698242188 2343.383422851563 9188.5839843750018 10857.155761718752 257.27976989746099 282.07974243164068 -1.4999999999999998 8430.8989257812518 -1.4999999999999998 5.5000000000000009 2928.0368652343755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 -6 -2 8 16 -10 -11 12 13 17 15 -13 23 18 -12 -19 -21 26 -23 -8 -25 -26 -16 -14 -29 -30 right_child=6 3 -4 -5 5 -7 7 -9 9 10 11 14 27 -15 21 -17 -18 19 -20 20 -22 22 -24 24 25 -27 -28 28 29 -31 leaf_value=-0.042974800483004789 3.4097357986912529e-05 -0.0094176454897366285 0.012800802562220045 0.025872953627344222 0.027398085948427582 -4.4282159183149884e-05 -0.00059125343448431899 -6.4135701129375392e-05 -0.013949446124885521 0.031077030643613959 -0.0012581263605137625 0.0013679912642211706 0.0011606820878557074 0.01798532336889545 -0.0048364425429306248 0.020791185659949776 -0.024284264025845749 0.0076134809037089555 -0.028107509647813014 -0.030920755599196444 -0.00019619063776371175 0.016855190583550492 -0.0015760593374845166 0.018543054583415583 0.021102349368058243 -0.0050037428548586971 -0.021742932480496427 -0.012508549825880408 -0.014951425617426527 0.010673326889257454 leaf_weight=2.502256195992234 273163.91104502656 4.871951229870322 3.2516550476429984 8.7477807998657209 4.7564949356019479 4.4970314241945744 684.98197865486145 46566.971481126966 136.3115369528532 20.90585096180439 24.605622097849846 111.43493273854256 56.31066483259201 59.135420098900795 328.52629387378693 63.254058033227921 12.98255981504917 71.244146138429642 23.658391803503036 18.76197025179863 80.220665723085403 39.514177650213242 413.19327511638403 57.218807116150856 12.424332678318022 64.825570628046989 26.427160695195198 328.08102034032345 18.149325057864189 33.483621805906296 leaf_count=18 1200071 55 448 132 53 57 2948 197907 574 87 105 465 234 242 1431 270 123 294 107 77 329 161 1744 240 54 269 108 1349 84 147 internal_value=3.96844e-06 0.00854636 -0.0114548 0.0135778 0.00596351 0.0140616 3.20997e-06 -0.000168097 -0.0019707 -0.00300621 -0.00213739 -0.00254681 -0.00509809 0.00113166 -0.00069337 0.00840104 0.000334626 -0.00342986 -0.0144193 -0.000314033 -0.00601997 -0.0026604 3.26963e-05 0.000724663 0.00742793 -0.000805022 -0.00609517 -0.00906471 -0.0105811 0.00166606 internal_weight=322445 28.6272 5.75391 22.8733 14.1255 9.25353 322417 49252.6 2685.65 1853.22 1716.91 1696 713.651 277.626 982.35 174.689 832.433 218.491 48.264 170.227 98.9826 807.661 452.707 819.451 134.469 77.2499 354.953 436.025 379.714 51.6329 internal_count=1410183 763 466 297 165 110 1409420 209349 11442 7808 7234 7147 2968 1154 4179 735 3634 912 212 700 406 3444 1905 3511 563 323 1539 1814 1580 231 is_linear=0 shrinkage=0.03 Tree=955 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 0 2 0 0 2 2 0 2 0 1 1 0 2 2 1 0 2 0 2 1 2 2 0 0 2 split_gain=1.9596 5.773 7.45718 4.64259 11.1041 15.9833 9.80128 20.6226 12.3279 9.60203 7.90919 20.7453 12.875 7.81329 6.95588 9.77526 6.86352 6.62454 6.22733 6.18391 5.76052 5.59974 8.18644 5.53403 5.25805 6.45306 7.51666 4.65228 4.63951 13.1506 threshold=74.500000000000014 1.5000000000000002 377.56446838378912 417.75494384765631 558.56738281250011 80.500000000000014 667.89181518554699 79.500000000000014 75.500000000000014 257.27976989746099 521.58471679687511 78.500000000000014 496.29238891601568 75.500000000000014 -1.4999999999999998 1.0000000180025095e-35 87.500000000000014 245.54091644287112 511.26914978027349 1.0000000180025095e-35 78.500000000000014 358.41200256347662 79.500000000000014 409.80384826660162 -2.4999999999999996 596.91259765625011 619.68685913085949 81.500000000000014 73.500000000000014 26764.801757812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 3 -3 9 5 10 7 8 -6 17 11 12 -5 23 -7 -16 -17 -2 -13 -20 -12 -15 -23 -11 -9 -26 -27 -24 -1 -30 right_child=1 2 -4 4 6 14 -8 24 -10 13 20 18 -14 21 15 16 -18 -19 19 -21 -22 22 27 -25 25 26 -28 -29 29 -31 leaf_value=-5.2466021791964685e-05 5.3397914626672065e-05 -0.01014170229562918 -0.00060151506631594281 -0.0035044210708728633 -0.015352228972799068 -0.012708974011740343 0.00042277352937560269 0.010670039263629744 0.0086054728155132813 0.020606632953501514 -0.0039607143863365744 -0.0048496012157586057 -0.027577379008552196 0.0059019095004476576 0.023981736426195294 0.012524114046460847 -0.0099169066719035099 -0.018304422473586761 0.02346457933807632 0.0048867695454198881 -0.012478561839745078 -0.025942813872074349 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5.85213 5.43558 5.27065 7.72025 5.25296 4.95424 6.08227 7.06189 4.52589 4.45904 23.2862 threshold=74.500000000000014 1.5000000000000002 377.56446838378912 417.75494384765631 558.56738281250011 80.500000000000014 667.89181518554699 79.500000000000014 75.500000000000014 257.27976989746099 521.58471679687511 78.500000000000014 496.29238891601568 75.500000000000014 -1.4999999999999998 1.0000000180025095e-35 87.500000000000014 245.54091644287112 511.26914978027349 1.0000000180025095e-35 78.500000000000014 358.41200256347662 79.500000000000014 409.80384826660162 -2.4999999999999996 596.91259765625011 619.68685913085949 134.73744964599612 78.500000000000014 80.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 9 5 10 7 8 -6 17 11 12 -5 23 -7 -16 -17 27 -13 -20 -12 28 -23 -11 -9 -26 -27 -2 -15 -30 right_child=1 2 -4 4 6 14 -8 24 -10 13 20 18 -14 21 15 16 -18 -19 19 -21 -22 22 -24 -25 25 26 -28 -29 29 -31 leaf_value=-5.8587383239684494e-05 -0.008683131535060477 -0.0098836852960532875 -0.0005835118167150556 -0.0034000084475537262 -0.014923531551264609 -0.012282675928587146 0.00041010062448701423 0.010369288520048122 0.0083478852114128258 0.020055189217107066 -0.0038428273325089618 -0.0047063236977753888 -0.026847281748296578 0.00040097986143263414 0.023484147147867649 0.012131427439612744 -0.0096301315324245611 -0.017886396354389978 0.022807381882074852 0.0047340255832140962 -0.012120102262007337 -0.025214915593618253 0.0010879771864884687 0.0070456240719631502 -0.0083506514135863342 0.015202908951012917 -0.002513687255130354 0.0020595065094006844 0.037374103114193924 0.0018483023066460406 leaf_weight=303901.43420996703 43.408685997128487 74.874077580869198 3746.084609517362 395.92508326470852 20.11606664955616 12.085049524903296 12977.409243604168 24.75288899242878 470.53319992125034 47.148715034127235 141.82098604738712 16.388480141758919 20.983601406216621 77.182384878396988 34.120124027132988 29.761204764246941 20.863114923238754 19.0114815980196 38.967589378356934 27.505690634250641 143.80281943082809 12.893323853611944 45.43082095682621 68.539237841963768 127.53911562263966 24.965148687362671 107.18806575238705 188.85771809518337 21.680735170841217 70.93727970123291 leaf_count=1330431 266 400 16595 1635 84 54 55426 104 1948 202 586 68 88 322 175 121 91 93 158 118 600 54 196 283 549 106 467 824 92 322 internal_value=-4.06395e-05 0.000245669 -0.000765755 0.000499421 0.000396929 -0.00276868 0.000600003 0.00377953 0.00739378 0.00301995 -0.00414514 -0.00193623 -0.00458014 0.00618117 0.00839596 0.0113449 0.00316313 -0.00130539 0.0113663 0.0153289 -0.00801018 0.00305396 -0.00472663 0.0123477 -0.00245481 -0.00367716 0.000833166 5.17956e-05 0.00572649 0.0101645 internal_weight=322952 19050.8 3820.96 15229.8 14634.7 882.224 13752.5 775.094 490.649 595.09 785.394 499.77 416.909 343.812 96.8295 84.7444 50.6243 251.278 82.8618 66.4733 285.624 228.125 58.3241 115.688 284.445 259.692 132.153 232.266 169.8 92.618 internal_count=1412458 82027 16995 65032 62378 3694 58684 3258 2032 2654 3253 2067 1723 1471 441 387 212 1183 344 276 1186 986 250 485 1226 1122 573 1090 736 414 is_linear=0 shrinkage=0.03 Tree=957 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 2 2 1 2 2 2 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 split_gain=1.73512 5.11245 6.67322 4.36467 12.361 22.0993 32.6031 27.3245 8.56503 8.26222 8.37531 11.7113 14.4274 12.7995 11.6763 9.60541 7.8143 5.59254 5.53065 8.51574 4.93346 13.2736 9.68546 4.61312 7.23951 4.34794 4.26255 7.54093 7.42582 4.17647 threshold=74.500000000000014 1.5000000000000002 377.56446838378912 73.500000000000014 26764.801757812504 19525.543945312504 15066.298339843752 6261.4145507812509 32790.857421875007 2.5000000000000004 440.65109252929693 1338.8272094726565 1443.1333007812502 -2.4999999999999996 -2.4999999999999996 1.5000000000000002 1.0000000180025095e-35 23484.753906250004 245.54091644287112 396.72427368164068 4706.8647460937509 5342.6640625000009 4505.7285156250009 5216.6582031250009 5109.0270996093759 5006.9262695312509 3600.6882324218755 2928.0368652343755 2243.352905273438 43957.078125000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 -1 5 6 7 9 -6 10 14 13 -13 -12 -5 20 18 -7 -16 -20 22 23 26 24 25 -22 27 28 -14 -10 right_child=1 2 -4 4 8 17 -8 -9 29 -11 11 12 15 -15 16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.9134274474072405e-05 0.00048450099985768478 -0.0096314404719564824 -0.0005660462420737604 -0.020052407191386519 -0.018717231259247503 0.029369394855182293 -0.027876835100339954 0.010546609336917433 0.0019558094015807584 -0.010974227683422393 0.013675064299669649 0.027097080146047798 0.0042067629292404816 -0.011250617161119993 -0.0039263595491125271 0.013501069272685538 -5.9483327489808017e-05 0.0082598304167232576 0.020651524649045572 -0.0017599552265506427 0.0050594048039912841 -0.0067121878343111719 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-0.000258898 -0.00780059 -0.00242242 -0.00143032 -0.00337984 2.78895e-05 -0.00887782 0.00349302 -0.00135326 0.00549655 0.0200099 0.0116623 0.0149437 -0.00311444 0.00052588 -0.00724315 0.0110388 0.00663179 0.0142519 -0.00427786 0.000427998 -0.00430331 -0.00495704 internal_weight=322950 19048.4 3820.36 303902 1385.95 1137.63 1091.86 1051.93 248.325 876.444 785.337 562.572 347.307 215.266 222.765 330.446 205.296 45.7677 97.3082 80.3868 295.42 156.996 138.425 64.016 49.2637 34.2339 121.464 71.4011 57.791 197.008 internal_count=1412458 82027 16995 1330431 5810 4794 4609 4445 1016 3709 3275 2337 1440 897 938 1370 866 185 394 325 1223 643 580 260 200 139 511 296 240 808 is_linear=0 shrinkage=0.03 Tree=958 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 0 2 0 0 2 2 0 2 0 1 1 0 2 2 1 0 2 2 0 1 2 2 0 2 0 split_gain=1.6326 4.81077 6.31178 4.11726 9.84064 14.1985 8.68515 18.2608 10.9308 8.5161 7.01782 18.3873 11.5118 6.94385 6.18871 8.94975 6.06854 5.95747 5.52239 5.54153 5.12889 5.06718 4.96335 7.28224 4.66805 5.73227 6.63523 4.37887 4.26023 4.20555 threshold=74.500000000000014 1.5000000000000002 377.56446838378912 417.75494384765631 558.56738281250011 80.500000000000014 667.89181518554699 79.500000000000014 75.500000000000014 257.27976989746099 521.58471679687511 78.500000000000014 496.29238891601568 75.500000000000014 -1.4999999999999998 1.0000000180025095e-35 87.500000000000014 245.54091644287112 511.26914978027349 1.0000000180025095e-35 78.500000000000014 294.42443847656256 358.41200256347662 79.500000000000014 -2.4999999999999996 596.91259765625011 619.68685913085949 81.500000000000014 134.73744964599612 78.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 9 5 10 7 8 -6 17 11 12 -5 21 -7 -16 -17 28 -13 -20 -12 -11 29 -24 -9 -26 -27 -25 -2 -15 right_child=1 2 -4 4 6 14 -8 24 -10 13 20 18 -14 22 15 16 -18 -19 19 -21 -22 -23 23 27 25 26 -28 -29 -30 -31 leaf_value=-5.5124784791433658e-05 -0.0084420443655649265 -0.0093848597587348186 -0.00054910234643942499 -0.0033131393845288984 -0.014520960993406318 -0.011889062594328375 0.00038328344675961752 0.010063342942336583 0.0080837723777492047 0.027230927526188515 -0.0037428686408194954 -0.0045815782901678379 -0.02615541665931451 0.00037443055632954296 0.022987195073870904 0.011737330361177861 -0.0093657060400203478 -0.017488380012157679 0.02215969868505193 0.0045711877241871 -0.011786199057490296 0.0093903191265642984 -0.024526567509089256 0.012050258136174875 -0.0081249654720538279 0.014709175361364344 -0.0024537627062507388 -0.006838843196096369 0.0019827378719937394 0.0098594204638116443 leaf_weight=303901.197777831 43.383995495736599 74.203826323151588 3745.5732641473878 395.85473626852036 20.074294254183769 12.124778956174849 12976.726884825155 24.705276399850845 470.483941629529 16.7588931620121 141.79140219092369 16.3817398250103 20.905329808592796 77.179367452859879 33.795514196157455 29.800175189971924 20.841282233595848 18.878617614507675 38.879144325852394 27.542861878871918 143.62047579884529 98.785717144608498 12.865576565265654 18.950884804129601 127.37976141273975 25.003749668598175 107.14700075984001 26.47794009745121 188.89965975284576 92.4894680082798 leaf_count=1330431 266 400 16595 1635 84 54 55426 104 1948 76 586 68 88 322 175 121 91 93 158 118 600 409 54 79 549 106 467 117 824 414 internal_value=-3.8238e-05 0.000231189 -0.000720748 0.000469976 0.000370532 -0.00270217 0.000567507 0.003653 0.00715876 0.00291699 -0.00403752 -0.00189347 -0.00445894 0.00598681 0.00815326 0.0110312 0.00305246 -0.00128151 0.0110188 0.0148664 -0.00779031 0.011978 0.00295016 -0.00460188 -0.00239754 -0.00358372 0.000793573 0.00104085 3.56844e-05 0.00554487 internal_weight=322949 19047.5 3819.78 15227.7 14633.1 881.537 13751.5 774.794 490.558 594.67 784.976 499.564 416.76 343.508 96.5618 84.437 50.6415 251.162 82.8037 66.422 285.412 115.545 227.963 58.2944 284.236 259.531 132.151 45.4288 232.284 169.669 internal_count=1412458 82027 16995 65032 62378 3694 58684 3258 2032 2654 3253 2067 1723 1471 441 387 212 1183 344 276 1186 485 986 250 1226 1122 573 196 1090 736 is_linear=0 shrinkage=0.03 Tree=959 num_leaves=31 num_cat=0 split_feature=0 2 1 0 2 2 2 2 0 2 2 2 1 2 0 2 1 0 2 0 2 2 2 0 1 2 2 2 2 2 split_gain=1.55392 6.53251 11.4034 7.05946 21.7007 22.7494 27.614 24.4082 21.1613 19.1721 16.9873 15.9578 10.0696 10.7775 11.4486 11.6491 8.76649 8.883 8.75806 10.5562 10.0018 17.265 8.60891 17.8123 11.7736 8.15364 22.9435 18.9129 12.6313 11.9678 threshold=59.500000000000007 249.24568176269534 -8.4999999999999982 63.500000000000007 723.02862548828136 35189.248046875007 15423.644531250002 971.01849365234386 61.500000000000007 11617.274414062502 862.00259399414074 2928.0368652343755 1.5000000000000002 26764.801757812504 61.500000000000007 20724.130859375004 1.0000000180025095e-35 60.500000000000007 1591.3311157226565 62.500000000000007 1289.946716308594 1443.1333007812502 3383.5720214843755 61.500000000000007 1.0000000180025095e-35 3755.7348632812505 4505.7285156250009 5342.6640625000009 6704.7329101562509 3910.889038085938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 -3 6 7 8 -6 11 -10 18 13 14 15 16 17 -8 19 20 -9 -22 24 -24 -13 -25 29 -28 -29 -27 right_child=1 3 -4 -5 5 -7 12 9 10 -11 -12 22 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 25 -26 26 27 28 -30 -31 leaf_value=-6.4139910326308167e-05 -0.020571800728610042 0.0045511103929498746 -0.001007155316658041 4.4106856594887504e-05 -0.020946965504324115 0.0068558919211383039 0.0063325506654335201 0.0021665443927484777 0.0025446621840313492 0.0080340975281264181 -0.030207169214835267 0.0020044388055257406 -0.00022880921516862791 0.00011485779783018786 -0.013436541337972858 -0.011901040549777048 0.010271206205243138 -0.015179045332665874 0.005433567568351119 0.010058079355285266 -0.024485617924277583 0.00087879663604620306 0.0028851358656860285 -0.0045450383155106111 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-0.00922326 0.00115924 -0.00159629 0.000626784 -0.00495178 -0.00703764 -0.00916286 -0.00426194 0.00172715 -0.00546186 0.00384529 -0.000868557 -0.00414555 -0.0111322 -0.0003932 0.000390813 -0.003368 -0.00205371 0.000164579 -0.00647096 -0.00419977 0.0045949 internal_weight=322947 46675.9 3276.95 43399 7609.32 6291.66 5846.65 4926.72 212.994 4713.72 129.043 4374.89 919.932 638.115 491.944 229.156 128.45 69.7566 1052.81 265.331 204.115 96.8806 3322.08 2629.16 692.92 1327.84 702.411 281.217 259.133 421.194 internal_count=1412458 198375 14432 183943 31928 26444 24351 20523 896 19627 539 18215 3828 2687 2060 969 537 300 4340 1115 858 407 13875 11023 2852 5550 2876 1147 1058 1729 is_linear=0 shrinkage=0.03 Tree=960 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 2 0 0 1 1 0 0 2 0 0 0 1 1 0 2 0 0 2 3 2 1 2 0 1 split_gain=2.24642 7.42911 7.82901 12.862 14.6067 10.0722 11.777 16.0956 10.615 10.9288 9.73859 9.23425 8.34451 15.5093 10.8997 7.51445 10.3024 7.54715 7.00871 13.4603 17.5165 14.0966 10.6273 19.231 16.0969 13.509 11.8138 9.87635 10.4877 10.1109 threshold=1526.1497802734377 -3.4999999999999996 1164.8808593750002 52.500000000000007 10.500000000000002 1209.7733154296877 1395.3037719726565 61.500000000000007 57.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 63.500000000000007 55.500000000000007 1289.946716308594 54.500000000000007 73.500000000000014 70.500000000000014 1.0000000180025095e-35 -3.4999999999999996 54.500000000000007 4706.8647460937509 85.500000000000014 38.500000000000007 6559.7421875000009 1.1510000228881838 52302.683593750007 -7.4999999999999991 6559.7421875000009 19.500000000000004 -26.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 10 7 12 9 -8 -5 -9 13 14 -7 16 -10 -17 19 20 -2 -21 26 24 -24 -25 27 -22 -29 -30 right_child=18 2 3 5 -6 6 8 11 15 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 21 22 -23 23 25 -26 -27 -28 28 29 -31 leaf_value=-0.00090264692413402571 0.0022697880361723715 8.6946578540993803e-05 -0.00079186766199949225 0.010904825705315667 0.0025752395071564882 -0.029198166160980497 -0.0027389120735121174 0.012147962325268774 -0.0026831938731280156 0.021100294027830039 -0.0013723297155799874 -0.0032704804068860597 -0.016759120562423305 0.0081751041245107341 0.0013060799774906654 0.0097034796854963516 -0.025244001197965597 -0.0024604385418559218 -0.00011644843060757302 -0.0023305887973379628 0.0042292041619059343 0.0091572486741859915 0.0016087231671108005 -0.0001470556359747978 -0.014894697666372025 -0.022253333612655846 0.0015963582306968709 0.00027004298732362218 0.0072519802579915638 -0.0041535107260478737 leaf_weight=6281.5756017696112 5123.0438223741949 94761.027849636972 1567.8946218565106 105.44186128675938 4451.8639619126916 26.775632187724113 28.630097359418869 37.919763058423996 160.08437293767929 43.762818217277527 129.64676769077778 447.78964661061764 128.84961825609207 42.65744511783123 17.3887590020895 88.079015046358109 20.555834144353867 95.879583820700645 199012.51363280404 1895.4488729052246 302.63681527413428 101.27118983119726 76.339578911662102 1043.6023881882429 175.41190713644028 25.486595943570137 3894.8570185992867 1432.3079009286012 74.333131477236748 1187.0289428681135 leaf_count=28701 26320 406318 7090 435 19116 115 119 157 676 178 575 1978 560 183 74 367 89 422 867172 8747 1618 506 321 4501 720 107 18988 10034 430 5045 internal_value=-1.25422e-05 9.87291e-05 0.000160305 0.00110056 0.00169825 -0.00151907 -0.00268655 -0.0050951 0.00117922 0.0116723 0.00413422 -0.00206675 -0.0119152 -0.00472645 -0.0171878 -0.000904232 -0.00525049 0.00336362 -6.88338e-05 0.000549223 0.000893188 -0.00174794 3.43987e-05 -0.00243067 -0.0098903 -0.000674059 0.000506882 -0.000909312 -0.00148663 -0.00348138 internal_weight=322780 108436 102154 7393.22 6019.76 1373.46 1138.37 701.381 436.992 72.3929 235.089 485.709 215.671 86.8218 44.1644 364.599 180.64 183.959 214344 15331.8 13335 1996.72 8212 1320.84 251.751 1069.09 6891.16 2996.31 2693.67 1261.36 internal_count=1411662 467153 438452 32134 26206 5928 4918 3067 1851 297 1010 2135 932 372 189 1554 765 789 944509 77337 68084 9253 41764 5649 1041 4608 36115 17127 15509 5475 is_linear=0 shrinkage=0.03 Tree=961 num_leaves=31 num_cat=0 split_feature=2 1 1 0 3 1 2 0 0 0 0 2 2 0 2 0 2 0 3 3 2 2 3 2 0 0 0 0 1 0 split_gain=2.11359 6.98849 7.80977 10.6704 10.7051 9.55643 12.7258 11.3245 10.7744 10.3886 10.2571 9.23326 9.65865 8.78438 8.41443 16.0652 14.0563 15.2863 14.5254 13.507 12.4298 11.3568 10.5104 16.759 15.811 19.8329 11.2586 14.9619 9.74317 18.2681 threshold=1526.1497802734377 -3.4999999999999996 1.5000000000000002 90.500000000000014 1.0205000042915346 5.5000000000000009 1443.1333007812502 56.500000000000007 81.500000000000014 39.500000000000007 58.500000000000007 631.94107055664074 1164.8808593750002 11.500000000000002 922.17691040039074 9.5000000000000018 814.81753540039074 6.5000000000000009 9.5555000305175799 1.1510000228881838 844.91958618164074 789.36499023437511 4.7190001010894784 844.91958618164074 23.500000000000004 21.500000000000004 53.500000000000007 56.500000000000007 1.0000000180025095e-35 16.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 14 4 -4 6 8 9 -6 -7 -9 -10 -13 -8 16 -16 21 -18 19 20 -19 -3 24 28 25 -21 -26 -28 29 -24 right_child=-2 2 3 -5 5 7 13 10 11 -11 -12 12 -14 -15 15 -17 17 18 -20 22 -22 -23 23 -25 26 -27 27 -29 -30 -31 leaf_value=-0.00087531514393857513 -6.6768846284001883e-05 0.0001991220096260897 0.0045854024489254911 0.020876361832318689 -0.00083775784132033974 0.0019406027871336888 0.027069237996106103 0.015579496801453815 -0.019175514837807328 -0.0017670862570069057 0.0031586534653694045 -0.0015409007057829863 -0.01736072059777195 0.0050824802868686819 -0.0027716932641484691 0.0012660901463539145 0.013826797596111913 0.0018590633873011608 -0.030387848980930388 0.0021594101345684107 -0.01473243401357993 0.0035883237778119993 0.00058281658208235963 -0.0015103181061058928 -0.0028467969346698155 0.020813915505451825 0.015240074279308433 0.00031823094324759382 -0.014742888379533333 -0.021878476389280012 leaf_weight=6283.3588906265795 214338.53321117698 66097.789095748216 375.71527133136988 21.185222879052162 14268.406213954091 1326.550379447639 18.654061377048492 66.343550495803356 45.299465723335743 1395.7209139540792 610.06924350559711 193.14011128246784 42.350339442491531 132.65258607268333 956.04999416694045 12249.770004928112 56.00684516876936 58.820044279098511 16.116613477468491 190.43786327540874 131.46818675100803 901.96473793685436 145.54625780880451 1377.0100356787443 851.4776564091444 70.202069967985153 76.577924773097038 287.61942228674889 147.97356261312962 41.990684658288956 leaf_count=28701 944509 275130 1778 95 63987 7104 78 361 234 8680 3264 933 216 570 4337 52851 353 259 72 787 671 3839 672 6068 3505 290 313 1183 645 177 internal_value=-1.21655e-05 9.57652e-05 0.000155496 -0.000402365 -0.000426765 -0.000530811 -0.00086227 0.000902863 -0.000952283 3.96537e-05 0.00437691 -0.00677191 -0.00438592 0.00779315 0.000278836 0.00097377 0.000148573 -0.0017185 -0.00197494 -0.00183942 -0.00960383 0.000244748 -0.00137609 -0.00297523 0.000478903 0.00718391 -0.000958645 0.00345577 -0.00898757 -0.00444641 internal_weight=322775 108436 102153 18496.1 18474.9 18099.2 14700.5 3398.68 14549.2 2722.27 676.413 280.79 235.49 151.307 83656.8 13205.8 70451 3451.25 3395.24 3379.12 190.288 66999.8 3188.84 1712.52 1476.31 260.64 1215.68 364.197 335.511 187.537 internal_count=1411662 467153 438452 87300 87205 85427 66018 19409 65370 15784 3625 1383 1149 648 351152 57188 293964 14995 14642 14570 930 278969 13640 7562 6078 1077 5001 1496 1494 849 is_linear=0 shrinkage=0.03 Tree=962 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 0 2 2 2 2 0 2 2 2 0 0 0 2 2 0 0 2 0 0 2 0 2 1 1 2 split_gain=2.03779 5.75266 8.27957 9.59844 9.88745 8.51848 30.969 10.3374 9.10774 6.88995 7.23415 9.76828 7.91884 6.37463 19.269 32.6253 26.6229 20.6965 16.1018 21.1896 11.3042 17.2176 30.9928 9.69385 18.8339 8.85167 10.5525 9.71775 6.34394 16.3143 threshold=52.500000000000007 52302.683593750007 55.500000000000007 72.500000000000014 86.500000000000014 89.500000000000014 64691.324218750007 55938.710937500007 54303.691406250007 84255.890625000015 87.500000000000014 75297.019531250015 75297.019531250015 31791.298828125004 79.500000000000014 86.500000000000014 63.500000000000007 33967.421875000007 43957.078125000007 83.500000000000014 91.500000000000014 45473.716796875007 88.500000000000014 85.500000000000014 39196.445312500007 73.500000000000014 35189.248046875007 1.5000000000000002 -4.4999999999999991 2343.383422851563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 13 -3 -4 -5 6 -6 8 -7 10 11 -8 -12 28 16 18 -15 -17 23 -20 21 -19 -23 -16 -25 27 -27 -18 29 -2 right_child=1 2 3 4 5 7 9 -9 -10 -11 12 -13 -14 14 15 17 25 20 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-5.1951698568945682e-05 0.0013252793236831766 -0.0088075874694555686 0.0041076675534790497 -0.00091956934613796623 0.024178443710938274 0.0004378861421363621 -0.030513252563936513 0.0013274808018962205 -0.033610089351173107 0.0046091580495807635 0.011085690889058817 0.0041892418904422839 -0.0091729545762220324 0.0018784357078565326 0.013821418391414821 0.016959077983160084 -0.001111000230044516 -0.024252471000453898 -0.0071501459860408498 0.013688741543145286 -0.0017389168238950183 0.017828198621434765 -0.024088077152979899 -0.013606442305662363 0.029997721559722759 -0.015898395230622309 -0.0058379617457701878 -0.0074459318821106331 0.00018093305311594338 -0.0036615747415616536 leaf_weight=251441.13783366513 1081.4780575037003 74.163229539990425 885.57120461389422 1864.0638407468796 68.970892041921616 13.816939555108547 18.194245219230655 1403.4792212101165 14.482019111514091 331.49023096263409 34.7452312707901 12.192350819706915 34.716152608394623 750.02408322691917 264.68954279273748 34.160889968276024 617.66594479978085 70.256843939423561 119.18515177071095 69.537488877773285 136.11958092451096 32.415469214320183 31.114664807915688 31.751965805888176 12.395461976528166 122.7484755218029 398.35961016267538 336.75107760727406 61166.646019533277 1300.2829713262618 leaf_count=1107794 4945 307 3998 8057 318 64 80 6582 61 1572 160 55 158 3253 1127 148 2624 286 491 290 616 139 128 129 52 497 1629 1359 258767 5976 internal_value=-1.18027e-05 0.000129721 0.00113771 0.00129526 0.000639174 0.00214304 0.00551286 0.000965513 -0.0169862 0.00252824 -0.0043803 -0.0165892 0.000960609 5.77146e-05 -0.00128729 0.00270079 -0.00272377 -0.00504115 0.00743203 0.000528233 -0.00782562 -0.0140184 -0.00270081 0.0116508 -0.00136351 -0.00506312 -0.00820773 -0.00334618 0.000121785 -0.00139721 internal_weight=322773 71331.5 4755.89 4681.72 3796.15 1932.09 500.309 1431.78 28.299 431.338 99.848 30.3866 69.4614 66575.6 3027.18 801.627 2225.55 304.067 497.56 188.723 269.907 133.787 63.5301 308.837 44.1474 1475.53 521.108 954.417 63548.4 2381.76 internal_count=1411662 303868 21412 21105 17107 9050 2343 6707 125 2025 453 135 318 282456 12768 3406 9362 1317 2089 781 1169 553 267 1308 181 6109 2126 3983 269688 10921 is_linear=0 shrinkage=0.03 Tree=963 num_leaves=31 num_cat=0 split_feature=2 1 0 2 0 2 2 3 0 0 0 1 2 1 1 1 2 2 0 2 0 2 1 2 0 0 0 2 1 2 split_gain=1.96275 6.79162 12.1756 16.6334 14.5231 23.3035 14.2755 15.8167 13.8148 13.1587 11.9987 11.819 11.4798 11.2202 21.5533 10.3945 10.0897 9.92183 9.61446 9.26383 13.385 8.72289 8.57204 7.56866 10.4999 7.40119 7.34245 7.06107 13.3223 8.30558 threshold=1526.1497802734377 -3.4999999999999996 54.500000000000007 6113.6403808593759 35.500000000000007 3673.091186523438 3383.5720214843755 4.7190001010894784 21.500000000000004 85.500000000000014 12.500000000000002 -8.4999999999999982 1707.8798828125002 -12.499999999999998 -8.4999999999999982 -9.4999999999999982 4905.5217285156259 4417.2790527343759 38.500000000000007 3673.103149414063 3.5000000000000004 3673.103149414063 -5.4999999999999991 5579.1726074218759 40.500000000000007 3.5000000000000004 32.500000000000007 5454.4433593750009 -21.499999999999996 5699.5627441406259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 11 8 17 15 27 19 12 -6 -12 -15 -2 -7 -8 -18 20 -9 -16 -5 -20 -25 -21 -19 -4 -29 -30 right_child=1 -3 9 22 5 16 7 10 -10 -11 13 -13 -14 14 21 -17 18 26 23 25 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=9.2563814938553246e-05 -0.0056711174739574443 -0.00011092953888819104 -0.0039287375051241472 -0.0009107876881296915 -0.014396431760964667 -0.0012994747363282788 0.0086933007376904133 0.021343234521076542 -0.0038137693722753167 0.0089192709666360299 0.008859775844681516 0.0012767410954940995 0.0072153508279064714 -0.02301990402593914 0.0089205191578967929 0.0080286570684809256 0.011831691813708576 0.0048522752132577835 -0.015908284413446341 -0.012780047757518651 -0.002640627470715974 -0.010756732989932441 0.001199660237601971 -0.020342735435904254 0.0038863871994266178 0.014484515711895659 -0.0053602819363118108 0.026090707657263287 0.017325841416383658 -0.001241853457760803 leaf_weight=108433.35873619653 64.557249758392572 199011.3126759443 1002.9389755129814 4464.4699627766386 23.041643753647804 1095.9132408350706 807.38409875979414 23.769861682318151 386.71598071604967 100.8737713098526 36.81056097894907 1457.745780736208 553.33812618255615 62.231478780508041 46.629061177372932 218.71428900957108 18.759207487106323 679.68105960637331 105.92327979207039 10.020376823842524 176.04213314503431 35.875133693218231 2830.1553746513091 23.155840709805489 52.807318076491356 84.742107421159744 69.873512759804726 16.937056254595518 22.245447337627411 855.79045339673758 leaf_count=467153 386 867172 4396 23966 125 4997 4216 370 1879 506 193 7237 3510 272 214 1120 79 3431 441 85 909 164 13390 94 217 427 362 241 99 4011 internal_value=-1.14461e-05 -6.40644e-05 0.000544443 0.000871883 0.00203717 0.000711246 0.00367097 0.00492252 -0.000126831 -0.001639 0.000137525 0.00271467 0.00635139 -0.00592892 -0.00969012 0.00490649 -0.00243185 0.00638579 -0.00861682 0.00387627 0.00021252 0.000364299 -9.198e-05 -0.0107258 -0.00349937 0.0116015 0.00390026 -0.00220017 -0.000263075 -0.000771432 internal_weight=322772 214338 15327.1 13328.4 6033.73 3330.68 2703.05 2033.06 669.988 1998.79 476.121 2034.13 576.38 181.546 144.736 283.272 1296.56 1556.94 200.646 294.574 199.812 82.5042 7294.63 181.886 75.9632 94.7625 749.555 1897.91 894.973 878.036 internal_count=1411662 944509 77337 68084 30728 16700 14028 10643 3385 9253 2634 10872 3635 843 650 1506 5828 8009 831 1791 1279 378 37356 752 311 512 3793 8747 4351 4110 is_linear=0 shrinkage=0.03 Tree=964 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 0 2 2 2 2 0 2 2 2 0 0 0 2 2 0 0 2 0 0 2 0 2 1 2 1 split_gain=1.9746 5.41277 7.78786 9.06037 9.28588 8.02737 29.4685 9.73991 8.61474 6.48052 6.77065 9.07243 7.46012 5.98917 18.1248 30.758 25.0517 19.4725 15.2137 19.9623 10.658 16.1744 29.2029 9.16046 17.7778 8.31066 9.91412 9.13152 6.13367 6.02556 threshold=52.500000000000007 52302.683593750007 55.500000000000007 72.500000000000014 86.500000000000014 89.500000000000014 64691.324218750007 55938.710937500007 54303.691406250007 84255.890625000015 87.500000000000014 75297.019531250015 75297.019531250015 31791.298828125004 79.500000000000014 86.500000000000014 63.500000000000007 33967.421875000007 43957.078125000007 83.500000000000014 91.500000000000014 45473.716796875007 88.500000000000014 85.500000000000014 39196.445312500007 73.500000000000014 35189.248046875007 1.5000000000000002 42366.021484375007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 13 -3 -4 -5 6 -6 8 -7 10 11 -8 -12 -2 16 18 29 -17 23 -20 21 -19 -23 28 -25 27 -27 -18 -16 -15 right_child=1 2 3 4 5 7 9 -9 -10 -11 12 -13 -14 14 15 17 25 20 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-5.061979798586256e-05 0.00012047820258882439 -0.0085380200320708047 0.0039933306645563741 -0.0008882306391429965 0.023646427149432929 0.00042806641539360293 -0.029341879066393971 0.0012887906536439896 -0.032713454341727143 0.0044735112151298422 0.010797024488790467 0.0040601263548273731 -0.0088702665586424811 0.00065156637624675122 0.015108733080166942 0.016431056277743307 -0.0010755188745695831 -0.023527675298665271 -0.0069249795849420257 0.013313444077569072 -0.0016858232664252982 0.017363355621870663 -0.023365352000831872 -0.013189828488352687 0.02925300670174031 -0.015402265732935874 -0.0056551692726407492 -0.0072152039128787829 0.00085743039793514909 0.0079766617851588072 leaf_weight=251435.09324751078 63550.872960442677 74.181535750627518 884.55019848048687 1864.5077513866127 68.4117192029953 13.817296527326107 18.348474383354191 1403.0637468451168 14.431868687272072 330.88473711907864 34.611973330378532 12.174350827932356 34.820612773299217 629.30099197104573 233.2066807076335 34.207107082009315 617.72492447122931 70.251375272870064 119.30394884943962 69.366079926490784 136.06985307484865 32.280560374259949 31.117159485816956 31.768689036369324 12.328974112868307 122.86887073516846 398.58218915015459 336.93587818741798 30.766069814562798 120.40540114045143 leaf_count=1107794 269688 307 3998 8057 318 64 80 6582 61 1572 160 55 158 2743 1000 148 2624 286 491 290 616 139 128 129 52 497 1629 1359 127 510 internal_value=-1.10974e-05 0.000128215 0.0011062 0.00125908 0.00062179 0.00208014 0.00535561 0.000937638 -0.0165032 0.00245127 -0.004243 -0.0160191 0.00093383 5.83842e-05 -0.00124548 0.00262538 -0.0026379 -0.0048918 0.00722469 0.000515842 -0.00759608 -0.0136134 -0.0026273 0.0113334 -0.00132352 -0.00490609 -0.00795187 -0.00324245 0.0134477 0.001828 internal_weight=322766 71331.2 4753.8 4679.62 3795.07 1930.56 499.252 1431.31 28.2492 430.84 99.9554 30.5228 69.4326 66577.4 3026.48 800.666 2225.82 303.926 496.74 188.67 269.719 133.649 63.3977 308.07 44.0977 1476.11 521.451 954.661 263.973 749.706 internal_count=1411662 303868 21412 21105 17107 9050 2343 6707 125 2025 453 135 318 282456 12768 3406 9362 1317 2089 781 1169 553 267 1308 181 6109 2126 3983 1127 3253 is_linear=0 shrinkage=0.03 Tree=965 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 0 0 0 0 0 1 0 1 2 1 2 1 0 2 0 1 1 3 2 2 3 1 0 0 3 split_gain=5.61614 5.38456 12.0808 18.0964 18.9103 18.7279 18.1084 24.7003 24.5438 24.3826 18.3595 17.2678 15.6338 14.5697 20.4452 13.2281 16.9865 15.3207 10.7953 10.4296 10.415 10.2692 9.55922 52.9158 14.3088 19.6983 29.0968 23.2593 17.335 13.1327 threshold=2643.0056152343755 3673.091186523438 1.0619999766349795 1.1980000138282778 2871.6833496093755 59.500000000000007 55.500000000000007 38.500000000000007 43.500000000000007 18.500000000000004 2.5000000000000004 3.5000000000000004 -7.4999999999999991 2871.6833496093755 1.5000000000000002 2817.958129882813 1.0000000180025095e-35 79.500000000000014 2817.958129882813 46.500000000000007 1.0000000180025095e-35 1.5000000000000002 1.2994999885559084 3267.230346679688 3152.5231933593755 1.469500005245209 2.5000000000000004 57.500000000000007 56.500000000000007 1.8174999952316286 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 13 5 6 7 9 12 10 11 -5 -9 -4 19 -7 17 -17 20 -15 -14 -11 23 -6 25 26 27 -24 -28 -27 right_child=1 -3 3 4 22 15 -8 8 -10 21 -12 -13 18 14 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 29 28 -29 -30 -31 leaf_value=-0.00012879426729974099 -0.0058506652541427603 6.9319527813469626e-05 0.0054969044221798349 -0.01726110345470629 0.005606896958160656 0.0064685077723922015 -0.0065932741563072047 0.025267394801702793 -0.0023916362386354 -0.0094303455206447666 -0.022432155032332736 0.0020521498506539154 0.010137923959254679 -0.0083758920173234563 -0.013394893007852708 -0.0066458972009307993 0.0048204267288234522 -0.04162041772254247 -0.0022686971110711072 0.0051144047373041989 0.0025137905748171836 -0.0011528985352814312 -0.0023534928471598627 -0.01509026224108603 0.0014061318894480713 0.0030840191567632299 0.01371186426683327 -0.010593260611460249 -0.0018046573772606343 -0.0010870679678722682 leaf_weight=133578.67787893862 259.36829894781113 168458.9547948243 1154.342949539423 44.319668754935265 1085.071066826582 417.27623948454857 654.01399181783199 32.638554938137531 795.47628609836102 605.5052440315485 31.66460046172142 695.50748887658119 291.65710644423962 63.982169792056084 93.466876372694969 35.513281464576721 70.954304084181786 16.514244437217712 186.11747640371323 266.05824491381645 360.67899939417839 173.55627447366714 1025.2054858952761 123.86584232747555 8703.9273931160569 1299.6519323736429 131.59372885525227 440.93358509242535 127.66735687851906 1423.4015631303191 leaf_count=574459 1129 749799 4787 280 4557 1727 2694 230 3330 2557 175 3142 1289 260 423 145 295 69 778 1110 1446 717 4336 509 36742 5458 531 1811 543 6048 internal_value=2.01136e-05 0.000125318 0.000583033 0.000665031 0.000405673 -0.0013123 -0.00204253 -0.0011174 0.00141814 -0.00384266 -6.22509e-05 0.000895181 0.0048972 0.00375077 -0.00100862 0.00392005 -0.00472686 -0.0177473 0.00410425 0.00249915 0.00592251 -0.00758633 0.000933387 0.0034863 0.000698729 -0.000685389 -0.00319331 -0.00483156 0.0060711 0.000903698 internal_weight=322648 189069 20609.9 20350.6 18772.7 4411.39 3871.14 3217.12 1666.57 1550.55 771.492 739.827 871.092 1577.85 423.507 540.258 122.982 52.0275 838.454 330.04 652.336 779.062 14361.3 1208.94 13152.4 4448.45 1725.4 1466.14 259.261 2723.05 internal_count=1411376 836917 87118 85989 79409 18874 16638 13944 7073 6871 3597 3422 3743 6580 1793 2236 509 214 3513 1370 2735 3274 60535 5066 55469 18727 7221 6147 1074 11506 is_linear=0 shrinkage=0.03 Tree=966 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 0 0 0 0 0 1 0 1 0 2 1 0 2 1 2 1 1 2 0 0 1 2 0 3 2 split_gain=5.2844 5.06833 11.3722 17.0413 17.7958 17.6223 17.0395 23.2489 23.1253 22.9139 17.4674 16.3354 15.0643 13.8538 12.4422 15.9358 14.2433 11.4754 10.3753 10.1744 9.85769 9.64877 9.50687 9.48155 14.568 24.4299 9.36899 9.06495 9.00387 49.8062 threshold=2643.0056152343755 3673.091186523438 1.0619999766349795 1.1980000138282778 2871.6833496093755 59.500000000000007 55.500000000000007 38.500000000000007 43.500000000000007 18.500000000000004 2.5000000000000004 3.5000000000000004 -7.4999999999999991 52.500000000000007 2817.958129882813 1.0000000180025095e-35 79.500000000000014 2817.958129882813 2.5000000000000004 2817.958129882813 1.0000000180025095e-35 1.5000000000000002 2817.958129882813 85.500000000000014 61.500000000000007 2.5000000000000004 2770.7851562500005 46.500000000000007 1.2994999885559084 3267.230346679688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 13 5 6 7 9 12 10 11 26 -9 17 23 16 -16 -4 -19 20 -14 -11 -23 24 25 -7 -5 -20 29 -6 right_child=1 -3 3 4 28 14 -8 8 -10 21 -12 -13 19 -15 15 -17 -18 18 27 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00012493084911373233 -0.0056780499169149625 6.7240161337492126e-05 0.0042290400175674049 -0.030374434213474459 0.0054429291111133312 0.019871999665456847 -0.0063967528683199857 0.02492622294134204 -0.0023193292582046952 -0.0091418391546431669 -0.022007292202557656 0.0019907513876036716 0.0098617181270065114 0.0069710356521019883 -0.0064416576568950617 0.0046725702094321548 -0.040077352975772855 -0.0005971762058912725 0.001497339743114771 -0.0021999593833965914 0.0024385417713863908 -0.005267348799512084 0.010765609439500301 0.019927399074291453 0.00067559257691610444 -0.013973064931025767 -0.0026954819638953837 -0.023661150798419149 0.00067784876458073856 -0.014637884336760316 leaf_weight=133578.23020906746 259.23762686550617 168458.36282752355 516.43636763095856 22.522464275360107 1084.2389031499624 98.523656845092773 653.88539479672909 32.100912116467953 795.66464553773403 605.8701908737421 31.31299677491188 695.45031993091106 290.84355093538761 656.29462444782257 35.539674192667007 71.002806514501572 16.633683323860168 348.25362025201321 20.226330980658531 186.17384481430054 360.65499387681484 128.62771786749363 44.905648574233055 41.250062488019466 253.70956571400166 23.838535040616989 21.52477103471756 35.534696415066719 13150.795667767525 123.86306117475033 leaf_count=574459 1129 749799 2142 179 4557 400 2694 230 3330 2557 175 3142 1289 2737 145 295 69 1437 83 778 1446 532 185 180 1047 100 101 181 55469 509 internal_value=1.95115e-05 0.000121564 0.000565695 0.000645251 0.0003936 -0.00127326 -0.00198202 -0.00108431 0.00137673 -0.00372828 -6.06794e-05 0.000868619 0.00475787 0.0036408 0.00380089 -0.00457721 -0.0171652 0.00126629 -0.00252089 0.00398499 0.00575241 -0.00735544 -0.00111846 0.00627376 0.00477613 0.0132783 -0.0168484 -0.0145354 0.000905543 0.0033841 internal_weight=322642 189063 20604.9 20345.7 18768.9 4410.04 3869.54 3215.65 1665.44 1550.21 770.811 739.498 869.773 1576.75 540.498 123.176 52.1734 920.451 404.015 837.672 651.499 779.404 173.533 417.322 376.072 122.362 44.0472 55.761 14358.9 1208.1 internal_count=1411376 836917 87118 85989 79409 18874 16638 13944 7073 6871 3597 3422 3743 6580 2236 509 214 3843 1701 3513 2735 3274 717 1727 1547 500 280 264 60535 5066 is_linear=0 shrinkage=0.03 Tree=967 num_leaves=31 num_cat=0 split_feature=2 3 2 3 0 1 2 2 2 2 0 1 0 1 1 2 2 1 1 2 2 1 2 2 2 0 1 2 2 0 split_gain=4.9722 4.85456 12.0527 5.71066 5.52438 9.59338 6.45678 17.4894 7.80538 20.4421 7.53422 6.95561 6.16819 6.93193 7.07909 17.0133 8.37129 14.4918 13.57 10.8411 7.67454 11.0721 7.16163 19.4311 7.13864 11.1455 19.2009 13.2724 9.39895 13.6761 threshold=2643.0056152343755 28.166500091552738 862.00259399414074 21.500000000000004 7.5000000000000009 -9.4999999999999982 2602.8994140625005 2385.3286132812505 2152.199340820313 1986.3098144531252 5.5000000000000009 1.5000000000000002 13.500000000000002 7.5000000000000009 -1.4999999999999998 317.43702697753912 1637.6347656250002 2.5000000000000004 1.0000000180025095e-35 2428.711791992188 2102.052612304688 3.5000000000000004 2343.383422851563 2292.840698242188 1164.8808593750002 9.5000000000000018 1.0000000180025095e-35 1591.3311157226565 1395.3037719726565 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 7 8 9 -7 -11 -10 13 14 15 -6 24 18 19 22 21 -19 23 -18 -16 26 27 -26 -27 -30 right_child=-2 2 -4 -5 12 6 -8 -9 11 10 -12 -13 -14 -15 16 -17 17 20 -20 -21 -22 -23 -24 -25 25 28 -28 -29 29 -31 leaf_value=-0.024896336244344591 0.0001179209308261468 -0.025883067536253326 0.012181198398150879 -0.0063813256066842794 -0.036244518873100005 0.0021680467519315269 0.0079758928354069728 -0.0097882485348728936 0.0059637853760485292 0.014924798322143664 -0.011705357638460052 -0.010102069228688493 -9.0178423435166856e-05 0.014222732273791169 -0.0018563166448551389 0.0018732301589222721 -0.008619006238653323 0.0091937669706352934 0.00064622247454932421 0.0059594862277560163 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-0.000121183 0.00767847 -0.000125377 -0.000119223 0.00148604 0.00165811 0.00117134 0.00198997 0.000621285 -0.00983668 0.00513396 -0.000142445 -0.000950305 -0.00100177 0.00144151 -0.00132927 -0.00380611 -0.00284931 -0.00643709 -0.0168472 -0.00695105 -0.00807486 -0.00670952 -0.000896027 0.00022357 -0.00171609 0.00211175 0.00209796 0.00643682 internal_weight=322636 133578 71.7808 133506 133375 1901.93 1889.61 1754.43 1632.49 1137.36 146.544 495.132 131473 7989.18 7962.17 941.119 7021.05 1045.28 973.833 480.576 71.448 35.4926 424.494 378.076 5975.77 2759.03 1355.91 630.752 1403.12 340.344 internal_count=1411376 574459 544 573915 573269 9535 9438 8781 8209 5725 713 2484 563734 36431 36293 4771 31522 4615 4265 2085 350 169 1848 1648 26907 12347 6068 2893 6279 1530 is_linear=0 shrinkage=0.03 Tree=968 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 0 0 0 0 0 1 0 1 2 1 2 1 0 2 0 1 2 2 1 0 2 1 0 0 1 split_gain=4.67831 4.77041 10.705 16.0493 16.7475 16.5864 16.0332 21.8858 21.7889 21.5325 16.617 15.5004 14.5142 13.0614 19.3202 11.7099 14.9559 13.2653 9.58921 9.4424 9.33005 9.09605 9.09594 9.06666 8.98072 8.94074 8.93022 8.92789 13.7366 23.0178 threshold=2643.0056152343755 3673.091186523438 1.0619999766349795 1.1980000138282778 2871.6833496093755 59.500000000000007 55.500000000000007 38.500000000000007 43.500000000000007 18.500000000000004 2.5000000000000004 3.5000000000000004 -7.4999999999999991 2871.6833496093755 1.0000000180025095e-35 2817.958129882813 1.0000000180025095e-35 79.500000000000014 2817.958129882813 46.500000000000007 1.0000000180025095e-35 2770.7851562500005 3600.6882324218755 1.5000000000000002 44.500000000000007 2817.958129882813 35.500000000000007 85.500000000000014 61.500000000000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 13 5 6 7 9 12 10 11 21 -9 -4 19 27 17 -17 20 -15 -14 -5 -21 -11 -10 -25 -26 28 29 -7 right_child=1 -3 3 4 -6 15 -8 8 24 23 -12 -13 18 14 -16 16 -18 -19 -20 22 -22 -23 -24 25 26 -27 -28 -29 -30 -31 leaf_value=-0.00011754805400984539 -0.0055139965499873354 6.1685967476074707e-05 0.0051848565475296447 -0.030015599300322517 0.00087493644296145385 0.0192980106348116 -0.0062096853334894318 0.024586826844447938 -0.0068579411514046425 -0.0088662553548989279 -0.021591866852339419 0.0019276600178965669 0.0095895019477484651 -0.0074771500758320838 -0.0069326710663062631 -0.0062475868904406468 0.0045257817883719922 -0.038636612926080179 -0.0021369003633045095 0.011785431243309002 0.0023620179613502968 -0.0026188961524108646 -0.010693943347806885 -0.0051160139704138127 -0.00064936683590858331 0.010426756102783 0.024763685497129567 0.019338170169770141 0.00065176649006121439 -0.013586412854941136 leaf_weight=133574.71526546776 259.11023560166359 168456.77934627235 1152.7845721840858 22.116765268146992 14357.376963205636 98.394364014267921 653.75080166757107 31.571194551885128 257.70827953517437 606.19768081605434 30.968360006809235 695.39054618030787 290.03204622864723 38.076401650905609 227.09663604199886 35.564100712537766 71.050276026129723 16.736227259039879 186.22520281374454 139.23015034198761 360.62941958010197 21.51875576376915 18.33345539867878 128.54974070191383 525.3811267465353 44.958000212907791 12.746820226311682 41.224567167460918 253.717458948493 23.788410291075706 leaf_count=574459 1129 749799 4787 179 60535 400 2694 230 1095 2557 175 3142 1289 155 980 145 295 69 778 583 1446 101 75 532 2182 185 53 180 1047 100 internal_value=1.83604e-05 0.000114384 0.000545318 0.000622503 0.000378333 -0.00123908 -0.00192698 -0.00105584 0.001333 -0.00362134 -6.28466e-05 0.000839312 0.00461895 0.00353075 -0.000979945 0.00368366 -0.00443665 -0.0166122 0.00386567 0.00592991 0.00558367 -0.016505 0.00916982 -0.00713551 -0.00225279 -0.00108869 -4.73992e-05 0.00608496 0.0046315 0.0128956 internal_weight=322632 189057 20600.2 20341.1 18765.6 4408.22 3867.74 3213.99 1664.29 1549.7 769.994 739.026 868.458 1575.52 422.737 540.475 123.351 52.3003 836.887 195.64 650.661 43.6355 157.564 779.705 795.836 173.508 538.128 417.125 375.9 122.183 internal_count=1411376 836917 87118 85989 79409 18874 16638 13944 7073 6871 3597 3422 3743 6580 1793 2236 509 214 3513 813 2735 280 658 3274 3330 717 2235 1727 1547 500 is_linear=0 shrinkage=0.03 Tree=969 num_leaves=31 num_cat=0 split_feature=2 3 2 3 0 1 2 2 2 2 0 1 0 1 1 2 2 1 1 2 2 1 2 0 1 2 2 0 2 0 split_gain=4.40194 4.58498 11.3814 5.37513 5.20033 11.4553 6.0794 16.2644 7.24646 19.0611 7.04967 6.52864 5.80481 6.48504 6.6629 15.7236 7.86968 13.8064 12.7361 10.1755 7.38522 10.523 6.71474 10.4926 18.0939 12.5479 8.84981 12.8786 10.4374 13.1235 threshold=2643.0056152343755 28.166500091552738 862.00259399414074 21.500000000000004 7.5000000000000009 -11.499999999999998 2602.8994140625005 2385.3286132812505 2152.199340820313 1986.3098144531252 5.5000000000000009 1.5000000000000002 13.500000000000002 7.5000000000000009 -1.4999999999999998 317.43702697753912 1637.6347656250002 2.5000000000000004 1.0000000180025095e-35 2428.711791992188 2102.052612304688 3.5000000000000004 1164.8808593750002 9.5000000000000018 1.0000000180025095e-35 1591.3311157226565 1395.3037719726565 11.500000000000002 1209.7733154296877 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 -1 7 8 9 -7 -11 -10 13 14 15 -6 22 18 19 -18 21 -19 -16 24 25 -24 28 -28 -25 -30 right_child=-2 2 -4 -5 12 6 -8 -9 11 10 -12 -13 -14 -15 16 -17 17 20 -20 -21 -22 -23 23 26 -26 -27 27 -29 29 -31 leaf_value=-0.030610552663143799 0.0001109564155531118 -0.025182759197476094 0.011865748571291444 -0.0061885163927611507 -0.034478491184509123 0.0021084072492843172 0.0077492245606988249 -0.0094167077472925506 0.0057610712249873287 0.014497958566705712 -0.011273411389682641 -0.0098254501731145621 -8.3947311309970208e-05 0.013710450037268004 -0.0017969619807317347 0.0018220113013760271 -0.0078108423882831107 0.0088931774554193519 0.00063026109391433347 0.0057921965607848442 -0.02613043108874389 -0.023866483183171895 -0.00034054380473703868 0.0066782234050061871 -0.0048981466670118779 0.0095378193581857861 0.0094050763757430982 -0.0045496855193079564 6.0511507861911207e-05 -0.017161513011307104 leaf_weight=9.9802173003554326 189052.3767547785 8.4646825119853002 63.045540280640125 131.14932200685143 10.864619784057139 991.31880982220173 135.01839815080166 122.13884280622005 470.31160569190979 10.271115154027937 136.62052541971207 25.497382998466492 123482.80176584795 27.18020187318325 3216.98446393013 929.72902789711952 425.4573218524456 18.462999925017357 493.33510518074036 56.006008446216583 35.526473879814148 16.904618203639984 477.46885327994823 210.20276269316673 724.07169581949711 152.75414863228798 263.27710802853107 76.907285705208778 810.67410455644131 41.879345208406448 leaf_count=82 836917 66 478 646 66 5017 657 573 2380 51 663 112 527303 138 14560 4705 1848 84 2180 237 181 85 2158 937 3175 735 1186 344 3630 182 internal_value=1.78106e-05 -0.000114022 0.00748031 -0.00011809 -0.000112121 0.00144567 0.00161484 0.00114321 0.00193254 0.000613977 -0.0094714 0.00495952 -0.000134647 -0.000918427 -0.000968375 0.00140271 -0.00128608 -0.00368697 -0.00275734 -0.00622847 -0.0164694 -0.00676492 -0.000865838 0.000220545 -0.00166306 0.00205378 0.00203883 0.00625025 0.000690773 -0.000785473 internal_weight=322627 133574 71.5102 133503 133372 1901.16 1891.18 1756.16 1634.02 1138.21 146.892 495.809 131470 7987.69 7960.51 940.594 7019.91 1045.69 974.798 481.463 70.8941 35.3676 5974.22 2757.24 1354.29 630.223 1402.94 340.184 1062.76 852.553 internal_count=1411376 574459 544 573915 573269 9535 9453 8796 8223 5731 714 2492 563734 36431 36293 4771 31522 4615 4265 2085 350 169 26907 12347 6068 2893 6279 1530 4749 3812 is_linear=0 shrinkage=0.03 Tree=970 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 0 2 2 0 2 2 3 2 3 2 3 3 2 3 2 1 2 0 2 0 1 2 2 1 split_gain=1.56622 6.50156 18.1868 12.3651 23.0757 19.9673 19.5671 27.3465 20.709 33.0731 17.2162 12.7804 10.5812 10.5485 10.5252 16.8995 11.2507 9.98392 18.9722 14.5116 10.0487 12.5838 9.40273 9.14795 8.71929 8.54209 12.4554 15.0385 8.49164 8.42451 threshold=1.0000000180025095e-35 1.6674999594688418 249.24568176269534 24241.001953125004 3991.455688476563 937.66867065429699 48.500000000000007 4505.7285156250009 15066.298339843752 60.500000000000007 210.22515869140628 16543.466796875004 1.1054999828338625 22743.409179687504 1.532000005245209 173.86003112792972 1.5979999899864199 1.0205000042915346 1099.1130981445315 1.1054999828338625 2243.352905273438 -2.4999999999999996 1591.3311157226565 35.500000000000007 3910.889038085938 32.500000000000007 -1.4999999999999998 234.47260284423831 862.00259399414074 -9.4999999999999982 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 23 4 5 10 7 -6 29 -10 14 -11 28 -13 -1 -16 -17 18 -7 24 21 22 -20 25 -19 -3 -27 -28 -12 -8 right_child=-2 2 -4 -5 6 17 8 -9 9 11 12 13 -14 -15 15 16 -18 19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=8.5007910721149327e-05 8.1664653391837539e-05 0.0015108040836892657 1.3395368487098161e-05 0.0021072265801078318 -0.012212856171011798 -0.030133864695961698 0.011512594278926615 -0.0024224500786452583 -0.0017820210979591765 -0.035776298423367596 0.0017711972136672622 -0.0080403257145874873 -0.0022148212113066259 -0.034815373781819557 -0.0017899282826698377 -0.032175601692344312 -0.0050200577985216547 -0.00094407993438610865 0.029006160866508847 0.00079159930759845184 0.0049142009330200619 -0.0051350937675699966 0.0035631752225922307 0.0035686926654453525 -0.016461938818030361 0.0041920484120767905 -0.0065518444172109761 -0.039004083006657655 -0.012645975277555642 0.00091588946685836449 leaf_weight=11160.374423317611 167416.04862687015 1297.4534954354167 98706.201126864937 1823.1816865615547 270.04440797865391 15.414840728044508 69.261070258915424 5223.2836678624153 677.02023790404201 30.532784067094326 892.68840669095516 69.163798339664936 7448.1012772023678 16.378466434776783 175.71433129906654 32.444586381316185 23.806229650974274 5115.1263336241245 14.520612195134161 15763.834736213088 997.69388262927532 233.71819452941418 131.08695733547211 1963.6275901272893 32.797122806310654 98.502259083092213 159.99889314174652 13.974102243781088 38.347790822386742 2689.1532495766878 leaf_count=45897 718632 5743 452447 7827 1103 62 374 21516 2970 130 3674 295 30482 74 762 131 96 22433 69 67672 6465 970 660 8129 136 433 659 56 164 11221 internal_value=1.80233e-05 -5.06347e-05 8.91002e-05 -0.000320477 -0.00040706 -0.000111541 -0.00178178 -0.00290373 -4.64013e-05 -0.00431869 -0.000805669 -0.0191141 -0.0018379 -0.0131668 -4.64548e-05 -0.00637143 -0.0206829 0.000503767 0.00296349 0.000339983 0.00333399 -0.000822227 0.00610046 0.00220383 -0.00104294 0.000496704 -0.00433217 -0.00915852 0.00117738 0.00118196 internal_weight=322599 155183 102240 52943.7 51120.5 42075.7 9044.84 5493.33 3551.51 793.095 19771.5 116.075 8379.14 85.5423 11392.3 231.965 56.2508 22304.2 1392.43 20911.8 1377.02 379.326 145.608 3533.56 5147.92 1569.93 272.475 173.973 931.036 2758.41 internal_count=1411282 692650 467467 225183 217356 179673 37683 22619 15064 3469 81206 499 34320 369 46886 989 227 98467 8226 90241 8164 1699 729 15020 22569 6891 1148 715 3838 11595 is_linear=0 shrinkage=0.03 Tree=971 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 0 2 2 0 2 2 3 3 2 3 2 3 2 3 2 1 2 0 2 0 1 2 0 1 split_gain=1.47355 6.11753 17.1185 11.6364 21.7148 18.7883 18.4192 25.7444 19.4683 30.9291 16.1958 11.8423 9.95333 9.90323 15.9307 10.63 9.77544 9.42202 17.8552 13.6542 9.49193 11.8493 8.98473 8.61213 8.18688 8.03674 11.7076 14.1294 8.02821 11.3055 threshold=1.0000000180025095e-35 1.6674999594688418 249.24568176269534 24241.001953125004 3991.455688476563 937.66867065429699 48.500000000000007 4505.7285156250009 15066.298339843752 60.500000000000007 210.22515869140628 16543.466796875004 1.1054999828338625 1.532000005245209 173.86003112792972 1.5979999899864199 22743.409179687504 1.0205000042915346 1099.1130981445315 1.1054999828338625 2243.352905273438 -2.4999999999999996 1591.3311157226565 35.500000000000007 3910.889038085938 32.500000000000007 -1.4999999999999998 234.47260284423831 49.500000000000007 -15.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 23 4 5 10 7 -6 28 -10 13 -11 -12 -1 -15 -16 -13 18 -7 24 21 22 -20 25 -19 -3 -27 -28 -8 -30 right_child=-2 2 -4 -5 6 17 8 -9 9 11 12 16 -14 14 15 -17 -18 19 20 -21 -22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=8.2458360561896707e-05 7.9213894257099769e-05 0.0014660049152544598 1.299353419549053e-05 0.002044458702701112 -0.011851561695808676 -0.02922341985113126 0.0058093845925584657 -0.0023503165161867109 -0.001727790118822859 -0.034420672824640855 0.0011423002908801663 -0.0077850614435746712 -0.0021480228579140331 -0.0017354994912187247 -0.031275677983984708 -0.0048690007704417764 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96 74 22433 69 67672 6465 970 660 8129 136 433 659 56 149 10239 internal_value=1.74851e-05 -4.91132e-05 8.64292e-05 -0.000310881 -0.000394873 -0.000108195 -0.00172855 -0.0028173 -4.49232e-05 -0.00418453 -0.000781462 -0.0184563 -0.00178255 -4.50639e-05 -0.00618019 -0.0200861 -0.0127303 0.000488767 0.002881 0.000329809 0.00324125 -0.000797615 0.00593284 0.00213848 -0.00101145 0.000481952 -0.00420115 -0.00887505 0.00114685 0.000584897 internal_weight=322595 155177 102238 52938.5 51115.8 42072.2 9043.57 5492.03 3551.54 793.911 19772.4 116.593 8380.14 11392.3 231.973 56.1862 85.8141 22299.8 1389.44 20910.3 1374.03 379.177 145.244 3532.34 5148.96 1569.53 272.535 174.141 2757.63 2461.01 internal_count=1411282 692650 467467 225183 217356 179673 37683 22619 15064 3469 81206 499 34320 46886 989 227 369 98467 8226 90241 8164 1699 729 15020 22569 6891 1148 715 11595 10388 is_linear=0 shrinkage=0.03 Tree=972 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 0 2 2 0 2 2 3 3 2 3 0 2 2 2 0 1 0 3 2 2 3 3 2 2 split_gain=1.38637 5.75615 16.1129 10.9505 20.4336 17.6787 17.3393 24.2382 18.303 28.9399 15.2355 10.9928 9.36319 9.31873 15.023 10.0519 9.07488 15.2332 19.6457 16.6556 12.7598 15.1241 12.4799 11.6507 16.81 9.94358 15.4189 10.3053 9.5364 16.958 threshold=1.0000000180025095e-35 1.6674999594688418 249.24568176269534 24241.001953125004 3991.455688476563 937.66867065429699 48.500000000000007 4505.7285156250009 15066.298339843752 60.500000000000007 210.22515869140628 16543.466796875004 1.1054999828338625 1.532000005245209 173.86003112792972 1.5979999899864199 42.500000000000007 1061.0313110351565 1395.3037719726565 1591.3311157226565 38.500000000000007 -1.4999999999999998 39.500000000000007 1.0205000042915346 1099.1130981445315 1023.0205383300782 1.247500002384186 1.2994999885559084 1289.946716308594 1921.9818115234377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 10 7 -6 -8 -10 13 -11 -12 -1 -15 -16 17 22 -19 20 21 -20 -7 24 -18 26 -25 -28 -27 -30 right_child=-2 2 -4 -5 6 16 8 -9 9 11 12 -13 -14 14 15 -17 23 18 19 -21 -22 -23 -24 25 -26 28 27 -29 29 -31 leaf_value=7.9985217322348133e-05 7.6836724756524253e-05 0.0020750589123825639 1.2603772564217509e-05 0.0019835512258375584 -0.011501594481331558 0.010412962478424031 0.0011126940736301595 -0.0022803213315087255 -0.0016752345435918873 -0.033145880594299765 0.0011081196483272433 -0.01231111670145915 -0.0020832541141773786 -0.0016827500770372524 -0.030414107485087445 -0.0047225592052188301 -0.028352961714299393 0.006696904071678068 -0.015633688844359828 0.0015805318172269062 -0.010508195170553902 0.022173696015911151 -0.014136180662208354 0.00021703465555638406 0.0031509158404410985 -0.0028206924118966792 0.016744209150690741 0.0019420323320630136 0.0031591351745027078 -0.0003234982941544808 leaf_weight=11160.204891450703 167419.4161702597 3531.1284536272287 98705.676879461913 1822.4016321823001 269.80112558603287 23.398917436599731 2757.1069970652461 5220.9421644806862 677.60488368943334 31.000735059380531 930.75377586483955 86.067196033895016 7450.4638848602772 175.85762347280979 32.297338724136353 23.81026491522789 15.414801999926565 661.72208712995052 15.15412127971649 3710.7171211615205 175.17835550010204 25.625428199768066 91.583179011940956 331.66579981148243 1371.106542930007 1156.4493463933468 111.5531067699194 68.216049209237099 1391.5495043694973 13146.138827122748 leaf_count=45897 718632 15020 452447 7827 1103 102 11595 21516 2970 130 3838 369 30482 762 131 96 62 2928 71 16419 764 108 385 1365 8164 4809 474 284 5967 56565 internal_value=1.69629e-05 -4.76373e-05 8.38383e-05 -0.000301571 -0.000383048 -0.000104949 -0.00167686 -0.00273343 -4.34882e-05 -0.00405485 -0.00075798 -0.0178284 -0.00172884 -4.37154e-05 -0.00599514 -0.0195114 0.000474211 0.00164475 0.00191502 0.00110918 -0.00698985 0.00812406 -0.00914042 0.000161258 0.00280067 -6.45654e-05 0.00405199 0.0111273 -0.000198714 9.85986e-06 internal_weight=322590 155171 102237 52933.8 51111.4 42068.9 9042.52 5490.74 3551.78 794.673 19773.4 117.068 8381.22 11392.2 231.965 56.1076 22295.5 4703.38 4588.4 3926.68 215.958 40.7795 114.982 17592.1 1386.52 16205.6 511.435 179.769 15694.1 14537.7 internal_count=1411282 692650 467467 225183 217356 179673 37683 22619 15064 3469 81206 499 34320 46886 989 227 98467 20777 20290 17362 943 179 487 77690 8226 69464 2123 758 67341 62532 is_linear=0 shrinkage=0.03 Tree=973 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 2 3 3 2 3 2 1 0 1 1 3 1 3 2 3 3 2 2 0 1 1 3 2 2 split_gain=1.38529 7.35795 27.5374 29.0282 18.7577 14.9698 13.9134 39.3565 33.6029 23.4149 17.504 72.1582 39.5602 16.8923 16.6705 20.0357 15.8868 15.9119 15.2188 20.6936 23.1163 15.2452 39.3389 27.0802 17.5694 15.0527 14.6369 14.5508 25.0202 17.8138 threshold=4158.8854980468759 1.7404999732971194 8796.4672851562518 1.1980000138282778 7700.5261230468759 1.1054999828338625 8998.0522460937518 3.8810000419616704 5.9049999713897714 8055.6518554687509 3.653500080108643 12127.694824218752 1.0000000180025095e-35 68.500000000000014 -9.4999999999999982 -19.499999999999996 4.4095001220703134 2.5000000000000004 1.8989999890327456 4805.4782714843759 2.6375000476837163 2.9229999780654912 7510.0949707031259 4905.5217285156259 77.500000000000014 1.5000000000000002 -2.4999999999999996 2.6375000476837163 6261.4145507812509 6113.6403808593759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -6 7 18 16 25 11 12 14 -14 15 -8 -9 -18 -3 20 -20 27 23 -23 -25 -10 -24 28 -21 -29 right_child=1 6 -4 -5 5 -7 10 8 9 -11 -12 -13 13 -15 -16 -17 17 -19 19 21 -22 22 26 24 -26 -27 -28 29 -30 -31 leaf_value=-3.7957360957747744e-05 -0.00088280997650090848 0.0044965018151347713 0.00032317890163374724 -0.0034145176012519416 0.00048202061967922405 0.0091056601654858731 0.0063129780571403562 -0.0010202404191822 0.00064150466563489203 0.0060106774602247054 0.00024811506296926644 -0.00018680548136439782 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1249.8450084477663 leaf_count=795513 14276 5611 69766 19365 1630 1431 136 9455 16301 3079 286722 82281 3489 441 4211 270 8139 984 15201 19985 2947 352 1212 21568 1175 2036 9484 6390 2582 5250 internal_value=1.64567e-05 8.74843e-05 -0.000378096 -0.00178748 0.000139805 0.00446844 0.00018913 0.000727391 -0.000915181 0.000842972 -1.34197e-05 -0.000735213 -0.00607049 -0.0106268 -0.00229333 -0.0143219 -0.00277318 -0.00458529 0.00141408 0.00121342 -0.000617745 0.00170259 0.000782648 -0.000627856 -0.000368388 -1.4307e-05 0.00386061 0.00261154 0.00170939 0.00437031 internal_weight=322585 139931 25075.4 8331.41 3813.82 728.814 114855 31403.4 9257.99 4756.81 83452.1 22195.7 2068.82 937.695 1131.12 94.9875 4501.18 2213.24 22145.4 20792 4383.3 16408.7 8155.05 5592.32 5507.25 4079.97 2562.73 8253.61 5455.33 2798.28 internal_count=1411282 615769 106468 36702 17337 3061 509301 131751 39994 21416 377550 90828 8547 3930 4617 406 18578 9123 91757 86146 18148 67998 33791 23095 22743 18337 10696 34207 22567 11640 is_linear=0 shrinkage=0.03 Tree=974 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 0 2 2 0 2 2 2 3 0 0 3 2 3 0 2 2 2 0 1 0 3 2 0 0 split_gain=1.3146 5.21072 15.2341 10.1786 18.76 16.6351 16.1084 22.7425 17.3782 27.0967 14.3322 10.2414 9.0234 10.1907 10.0245 15.286 8.76932 14.1717 9.51242 8.54434 14.3168 18.5406 15.6477 11.9755 14.272 11.7115 10.98 15.8294 9.43258 20.3321 threshold=1.0000000180025095e-35 1.6674999594688418 249.24568176269534 24241.001953125004 3991.455688476563 937.66867065429699 48.500000000000007 4505.7285156250009 15066.298339843752 60.500000000000007 210.22515869140628 15804.419433593752 844.91958618164074 1.1054999828338625 57.500000000000007 52.500000000000007 1.532000005245209 173.86003112792972 1.5979999899864199 42.500000000000007 1061.0313110351565 1395.3037719726565 1591.3311157226565 38.500000000000007 -1.4999999999999998 39.500000000000007 1.0205000042915346 1099.1130981445315 52.500000000000007 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 10 7 -6 -8 -10 16 -11 13 -12 15 -14 -1 -18 -19 20 25 -22 23 24 -23 -7 27 -21 -28 -30 right_child=-2 2 -4 -5 6 19 8 -9 9 11 12 -13 14 -15 -16 -17 17 18 -20 26 21 22 -24 -25 -26 -27 28 -29 29 -31 leaf_value=7.8724713080339243e-05 7.4266897432103738e-05 0.0020146403577811951 8.89100438919678e-06 0.0019148190110042072 -0.011121330567757638 0.01013033606005263 0.0010942857776875753 -0.0021867227053059021 -0.0016341249945170365 -0.04045012257034613 0.0015834561039213115 -0.01386001205521397 -0.0074683367759751686 -0.0018344467533089233 -0.027663793391024153 0.010022756735437895 -0.0016304726355086956 -0.029586915164775771 -0.0045794429099262988 -0.027518366942579284 0.0065104202204338581 -0.015074341348026305 0.0015348590575450583 -0.010162117034234102 0.021620164441158381 -0.013670412764330531 -0.00056175068259254409 0.0030623404908648481 0.0037902753606956405 -0.00025968026602731854 leaf_weight=11160.162289485335 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0.00185971 0.00107736 -0.00676384 0.00789092 -0.00884891 0.000157593 0.00272204 -6.14794e-05 0.000985659 internal_weight=322573 155159 102231 52928.1 51106.1 42065.6 9040.53 5488.55 3551.99 795.317 19774.4 117.488 8382.27 7987.32 394.954 376.457 11392.1 231.944 56.0163 22291.2 4701.27 4586.09 3925.7 216.421 40.7388 115.184 17589.9 1384.39 16205.5 5239.19 internal_count=1411282 692650 467467 225183 217356 179673 37683 22619 15064 3469 81206 499 34320 32683 1637 1562 46886 989 227 98467 20777 20290 17362 943 179 487 77690 8226 69464 22006 is_linear=0 shrinkage=0.03 Tree=975 num_leaves=31 num_cat=0 split_feature=2 2 0 2 2 0 1 0 0 0 0 0 0 1 0 1 2 3 1 3 2 1 2 1 0 3 3 0 1 2 split_gain=3.8184 8.09526 17.9297 9.49973 12.8376 8.76645 8.39763 10.1734 13.8323 9.45157 12.7335 9.43843 20.7867 7.98569 11.4186 10.083 7.85167 17.6694 10.2995 7.90387 14.5099 13.3024 12.7954 10.2357 13.7734 8.42829 7.57798 6.21422 11.8294 7.22151 threshold=249.24568176269534 257.27976989746099 35.500000000000007 263.64595031738287 269.37811279296881 72.500000000000014 4.5000000000000009 35.500000000000007 34.500000000000007 43.500000000000007 49.500000000000007 56.500000000000007 59.500000000000007 1.0000000180025095e-35 32.500000000000007 4.5000000000000009 245.54091644287112 1.532000005245209 2.5000000000000004 1.247500002384186 184.1896667480469 1.0000000180025095e-35 228.54534149169925 -4.4999999999999991 48.500000000000007 1.0619999766349795 1.247500002384186 38.500000000000007 16.500000000000004 156.82556152343753 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 13 5 26 6 7 8 -3 -9 -11 -12 -13 -2 -15 -16 19 -18 -19 20 -1 23 -23 25 -25 -22 -5 28 -21 -29 right_child=1 3 -4 4 -6 -7 -8 9 -10 10 11 12 -14 14 15 -17 17 18 -20 27 21 22 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.00024482446133062305 -0.0040102883059830929 -0.0062417566714223069 0.00016467748837670093 0.007244062961328207 -9.3102141356159458e-06 0.026556816400779622 0.014042549115569522 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624.69390372931957 199.75061169266701 1083.2118368446827 2051.1697262376547 16.276685744524002 11866.029592901468 leaf_count=46886 875 364 3110 253 1247671 63 282 861 1795 171 202 240 813 54 623 77 847 3405 403 24062 155 6934 379 2627 2533 1014 4651 9014 83 51208 internal_value=1.46934e-05 -2.11291e-05 -0.00256072 -1.11677e-05 -2.20513e-05 0.00272722 0.00243567 0.00185528 0.00486587 -0.000991082 0.00211342 -7.27659e-05 0.00223569 -0.00782258 -0.0127327 -0.0149479 0.000311977 0.00281526 0.000987128 0.000230633 0.000771276 0.00252856 0.00430558 0.000458127 -0.000593256 0.00628803 -0.00319569 -0.000160827 0.000685192 -0.000499919 internal_weight=322699 287996 1125.24 286871 285735 1135.64 1121.92 1068.49 519.263 549.224 338.55 296.664 250.116 383.952 167.814 155.364 34703.4 1092.18 888.291 33611.2 14115.9 3254.02 1751.09 1502.93 1273.3 229.631 1142.54 19495.3 5578.14 13917.2 internal_count=1411655 1262105 4739 1257366 1252575 4791 4728 4446 2159 2287 1426 1255 1053 1629 754 700 149550 4655 3808 144895 60528 13642 7313 6329 5160 1169 4904 84367 24145 60222 is_linear=0 shrinkage=0.03 Tree=976 num_leaves=31 num_cat=0 split_feature=2 2 0 2 2 0 1 0 0 0 0 0 0 1 0 1 2 3 1 3 2 1 2 1 0 3 3 0 3 0 split_gain=3.59269 7.62169 16.9039 8.93748 12.083 8.25957 7.83445 9.56884 13.0118 8.89464 11.98 8.89788 19.6245 7.58294 10.7834 9.55508 7.38456 16.6335 9.63889 7.43657 13.6514 12.5022 12.0366 9.65747 12.9568 8.04294 7.13068 5.85584 8.04179 5.84697 threshold=249.24568176269534 257.27976989746099 35.500000000000007 263.64595031738287 269.37811279296881 72.500000000000014 4.5000000000000009 35.500000000000007 34.500000000000007 43.500000000000007 49.500000000000007 56.500000000000007 59.500000000000007 1.0000000180025095e-35 32.500000000000007 4.5000000000000009 245.54091644287112 1.532000005245209 2.5000000000000004 1.247500002384186 184.1896667480469 1.0000000180025095e-35 228.54534149169925 -4.4999999999999991 48.500000000000007 1.0619999766349795 1.247500002384186 25.500000000000004 2.279500007629395 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=16 2 13 5 26 6 7 8 -3 -9 -11 -12 -13 -2 -15 -16 19 -18 -19 20 -1 23 -23 25 -25 -22 -5 -28 -29 -21 right_child=1 3 -4 4 -6 -7 -8 9 -10 10 11 12 -14 14 15 -17 17 18 -20 29 21 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.00023747357341753628 -0.0038889674190250782 -0.0060555756666961598 0.0001597352790577219 0.0070238990748366457 -9.0309053882444722e-06 0.025788207774789317 0.013537694672797711 -0.0058007524721944252 0.0068116395552029743 0.017070358449829043 -0.012127098583506963 0.017648687541751629 -0.0023958823887191331 0.014408352835858937 -0.016871494835187031 0.0095072266967567796 0.010458797886165357 -2.5549973205246424e-05 0.010891838072021685 0.00066459527268685739 0.020707134226617539 0.004760218537382759 -0.0063834453879277617 0.0023953776141033933 -0.0036579637858197918 0.0039499884879676227 0.0014118115916425034 -0.0040399931732969267 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0.000302614 0.00272991 0.000957028 0.000223715 0.000748115 0.00245254 0.00417453 0.000444626 -0.000575407 0.00611625 -0.00310085 -0.0036558 -0.00461625 -0.000156011 internal_weight=322699 287995 1124.69 286870 285735 1135.71 1122 1068.25 519.366 548.881 338.213 296.329 249.874 383.401 167.207 154.709 34703.6 1092.52 888.675 33611 14116.4 3254.26 1751.86 1502.4 1273.38 229.016 1142.17 1082.82 910.295 19494.7 internal_count=1411655 1262105 4739 1257366 1252575 4791 4728 4446 2159 2287 1426 1255 1053 1629 754 700 149550 4655 3808 144895 60528 13642 7313 6329 5160 1169 4904 4651 3896 84367 is_linear=0 shrinkage=0.03 Tree=977 num_leaves=31 num_cat=0 split_feature=2 2 0 2 2 0 1 0 0 0 0 0 0 0 0 1 1 3 1 2 3 1 3 2 1 2 1 0 3 0 split_gain=3.38036 7.17586 15.9372 8.40885 11.375 7.78382 7.31174 9.00041 12.2404 8.37068 11.2729 8.42291 11.0794 8.77372 7.24879 8.99553 9.05487 6.98304 9.42577 6.94544 15.6592 9.02275 6.99688 12.8438 11.7506 11.323 9.11145 12.1888 7.67472 6.06042 threshold=249.24568176269534 257.27976989746099 35.500000000000007 263.64595031738287 269.37811279296881 72.500000000000014 4.5000000000000009 35.500000000000007 34.500000000000007 43.500000000000007 49.500000000000007 51.500000000000007 59.500000000000007 56.500000000000007 32.500000000000007 1.0000000180025095e-35 4.5000000000000009 1.8174999952316286 1.5000000000000002 245.54091644287112 1.532000005245209 2.5000000000000004 1.247500002384186 184.1896667480469 1.0000000180025095e-35 228.54534149169925 -4.4999999999999991 48.500000000000007 1.0619999766349795 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 14 5 17 6 7 8 -3 -9 -11 -12 13 -13 -2 -16 -17 -5 -19 22 -21 -22 23 -1 26 -26 28 -28 -25 -20 right_child=1 3 -4 4 -6 -7 -8 9 -10 10 11 12 -14 -15 15 16 -18 18 29 20 21 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.00023034375146410515 0.0045217564191216818 -0.0058750058848728833 0.00015494194040545242 0.0002718456323022655 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808.69190753996372 80.350702419877052 19494.162786543369 29.334378190338612 1660.6002773344517 91.988063588738441 648.28938630223274 625.1626069098711 199.07844743132591 94.154574126005173 leaf_count=46886 173 364 3110 1619 1247671 63 282 861 1795 171 120 82 813 240 756 623 77 2645 148 847 3405 403 84367 155 6934 379 2627 2533 1014 492 internal_value=1.3823e-05 -1.98825e-05 -0.00241208 -1.05083e-05 -2.07485e-05 0.00256574 0.00229137 0.00174649 0.00457654 -0.000933577 0.00199272 -6.84089e-05 0.00151204 0.011149 -0.00738261 -0.00881407 -0.0141865 -0.00300936 -0.00468714 0.000293533 0.0026472 0.000927865 0.000217005 0.000725652 0.00237884 0.00404758 0.000431521 -0.000558099 0.00594887 -0.0121367 internal_weight=322698 287994 1124.14 286870 285734 1135.74 1122.05 1067.98 519.456 548.527 337.868 295.993 269.69 76.7953 382.844 341.75 154.055 1141.61 755.369 34703.8 1092.84 889.043 33611 14116.8 3254.45 1752.59 1501.86 1273.45 228.413 127.135 internal_count=1411655 1262105 4739 1257366 1252575 4791 4728 4446 2159 2287 1426 1255 1135 322 1629 1456 700 4904 3285 149550 4655 3808 144895 60528 13642 7313 6329 5160 1169 640 is_linear=0 shrinkage=0.03 Tree=978 num_leaves=31 num_cat=0 split_feature=2 2 0 2 2 0 0 1 1 1 0 0 0 0 0 0 0 3 1 2 3 1 3 2 1 2 1 0 3 0 split_gain=3.18057 6.75642 15.0288 7.91195 10.7117 7.33697 6.83568 8.5532 8.58081 6.82625 8.46595 11.515 7.87774 10.6089 7.96316 10.4506 8.29074 6.58491 9.40472 6.53263 14.7427 8.4479 6.58321 12.0842 11.0447 10.6519 8.59591 11.4664 7.32281 6.00347 threshold=249.24568176269534 257.27976989746099 35.500000000000007 263.64595031738287 269.37811279296881 72.500000000000014 32.500000000000007 1.0000000180025095e-35 4.5000000000000009 4.5000000000000009 35.500000000000007 34.500000000000007 43.500000000000007 49.500000000000007 51.500000000000007 59.500000000000007 56.500000000000007 1.5979999899864199 1.5000000000000002 245.54091644287112 1.532000005245209 2.5000000000000004 1.247500002384186 184.1896667480469 1.0000000180025095e-35 228.54534149169925 -4.4999999999999991 48.500000000000007 1.0619999766349795 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 6 5 17 9 -2 -8 -9 10 11 -3 -12 -14 -15 16 -16 29 -19 22 -21 -22 23 -1 26 -26 28 -28 -25 -5 right_child=1 3 -4 4 -6 -7 7 8 -10 -11 12 -13 13 14 15 -17 -18 18 -20 20 21 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=0.00022342824413653192 0.0043866263840873065 -0.005699870396248894 0.00015029244752907576 -0.0038632592811557271 -8.4971695624882417e-06 0.024330951667377788 -0.0042714960333245806 -0.016040612963763568 0.0088559532151082331 0.012592488072155844 -0.0054584729612140595 0.0064061004092833386 0.016069888055433693 -0.015864684372114298 -0.0057279918328956231 -0.0022554674126807066 0.016721044166432299 -0.0030351925649944227 -0.011974742692244482 0.0098464543518783799 -2.4040622774021629e-05 0.010154881153543753 -0.00014679664488218089 0.01985031156709146 0.0044745516260944829 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0.00169461 0.00443857 -0.000906194 0.00193521 -6.63846e-05 0.00146818 0.0108426 -0.00292133 -0.00452068 0.000284723 0.00256706 0.000899608 0.000210496 0.000703866 0.00230738 0.00392458 0.0004188 -0.000541316 0.0057858 0.000326883 internal_weight=322697 287993 1123.53 286869 285733 1135.7 382.226 341.137 153.403 1122.03 1067.66 519.533 548.128 337.481 295.619 269.447 76.601 1140.79 764.412 34704.3 1093.13 889.396 33611.2 14117.2 3254.61 1753.28 1501.34 1273.52 227.822 376.378 internal_count=1411655 1262105 4739 1257366 1252575 4791 1629 1456 700 4728 4446 2159 2287 1426 1255 1135 322 4904 3327 149550 4655 3808 144895 60528 13642 7313 6329 5160 1169 1577 is_linear=0 shrinkage=0.03 Tree=979 num_leaves=31 num_cat=0 split_feature=2 2 0 2 2 0 0 1 1 0 0 0 0 0 0 0 3 0 2 0 1 0 1 1 0 1 0 1 3 0 split_gain=2.9926 6.36151 14.1723 7.44465 10.0872 6.91707 6.44615 8.18455 6.37512 7.96343 10.8329 7.41395 9.98533 7.52837 9.85787 7.83474 6.3236 6.22504 10.9904 10.085 10.7263 9.68801 7.53674 7.19538 9.37081 7.43693 8.38276 5.98386 5.64193 5.58156 threshold=249.24568176269534 257.27976989746099 35.500000000000007 263.64595031738287 269.37811279296881 72.500000000000014 32.500000000000007 -1.4999999999999998 4.5000000000000009 35.500000000000007 34.500000000000007 43.500000000000007 49.500000000000007 51.500000000000007 59.500000000000007 56.500000000000007 1.247500002384186 60.500000000000007 245.54091644287112 39.500000000000007 2.5000000000000004 64.500000000000014 -4.4999999999999991 1.5000000000000002 35.500000000000007 -4.4999999999999991 35.500000000000007 4.5000000000000009 1.8174999952316286 25.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 6 5 16 8 -2 -8 9 10 -3 -11 -13 -14 15 -15 -5 18 -1 20 23 -19 -23 25 -25 -20 -27 -9 -10 -18 right_child=1 3 -4 4 -6 -7 7 27 28 11 -12 12 13 14 -16 -17 29 21 19 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.00030034326757239339 0.0042555565160667854 -0.0055299974470584103 0.000145782628655197 0.0066953547505715864 -8.2422745401753733e-06 0.023639357068397107 0.00065632918618697674 -0.011773011523162902 0.021647355117889476 -0.0052950891564026931 0.0062127254608796353 0.015594656424913962 -0.015466083442147619 -0.0055561614834627087 -0.002188359584839246 0.016276735243129899 0.0015874829288776203 -0.0025185733625387586 -0.01256165491897507 0.0095543956481724309 0.014397877817321393 -0.015559445551434061 0.0015211475883676897 0.0081692209602889001 -0.018387947945007969 -0.0033525936118957459 0.004991973848075695 0.0085498475770393999 0.0023669364525265662 -0.0042995151562365292 leaf_weight=31085.677423212677 41.084457620978355 84.42071595788002 741.31237898766994 59.383313581347466 284592.77514854551 13.652558505535124 72.019423574209213 254.76128233969212 27.729218915104866 210.63216504454613 435.1778163164854 41.844161570072174 26.043709218502045 20.058573305606842 192.79729802906513 56.346277162432671 172.47932244837284 1675.1283204853535 30.713493049144745 203.65956307947636 56.923675552010536 23.780422732234001 1042.0727428868413 17.817625388503075 36.360572457313538 151.36995947360992 381.21868172287941 13.742696076631544 26.92103610932827 908.0491595864296 leaf_count=133692 173 364 3110 253 1247671 63 293 1086 135 861 1795 171 120 82 813 240 755 7335 135 847 275 106 4717 79 159 648 1557 77 147 3896 internal_value=1.3004e-05 -1.87102e-05 -0.00227232 -9.88864e-06 -1.95234e-05 0.00241429 -0.00696973 -0.00832407 0.00215602 0.00164431 0.00430485 -0.000879625 0.0018794 -6.44183e-05 0.0014256 0.0105449 -0.00283598 0.000276179 0.000393837 0.00370374 0.00193694 -0.00109588 0.00114006 0.000788202 -0.00965407 0.00179254 0.00262032 -0.0107328 0.0121497 -0.0033598 internal_weight=322696 287991 1122.92 286868 285733 1135.62 381.608 340.523 1121.97 1067.32 519.599 547.722 337.09 295.246 269.202 76.4049 1139.91 34704.7 31963.7 878.064 674.404 2740.98 1065.85 617.48 54.1782 563.302 532.589 268.504 54.6503 1080.53 internal_count=1411655 1262105 4739 1257366 1252575 4791 1629 1456 4728 4446 2159 2287 1426 1255 1135 322 4904 149550 137392 3700 2853 12158 4823 2578 238 2340 2205 1163 282 4651 is_linear=0 shrinkage=0.03 Tree=980 num_leaves=31 num_cat=0 split_feature=1 0 1 1 2 3 2 0 2 2 2 0 2 1 2 0 0 0 0 2 0 1 1 2 2 1 1 2 1 0 split_gain=1.50404 3.84141 6.75916 4.2106 3.80517 4.96987 4.04754 3.81326 8.96739 9.56028 10.7372 9.05952 5.75921 5.54181 4.85938 4.82748 4.27955 4.16895 6.18885 5.35902 3.93341 3.73827 2.74793 2.72571 3.92884 4.94253 4.13147 2.55671 2.47805 5.38419 threshold=26.500000000000004 91.500000000000014 71.500000000000014 78.500000000000014 13264.737792968752 1.247500002384186 12715.829589843752 49.500000000000007 10603.448730468752 5699.5627441406259 2343.383422851563 31.500000000000004 2726.1987304687505 42.500000000000007 177.03444671630862 45.500000000000007 46.500000000000007 56.500000000000007 57.500000000000007 844.91958618164074 71.500000000000014 41.500000000000007 37.500000000000007 1921.9818115234377 1591.3311157226565 29.500000000000004 27.500000000000004 1826.4194335937502 29.500000000000004 33.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 6 -6 7 8 9 10 13 -12 22 14 -2 -10 23 27 -19 20 -20 -14 -13 24 25 26 -16 -9 29 -7 right_child=1 2 3 -5 5 28 -8 17 15 -11 11 12 21 -15 16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.1785914256457612e-05 0.0082311762788018581 -0.01503370591188908 0.029487620319840039 -0.0017129606478583576 -0.0094481014327433693 0.0069619902071535837 -0.016251737765648182 -0.006246737716713348 0.0019175936145343373 -0.016992762990166034 0.018512784123874644 0.0018496976223963259 -0.0019218954449963872 0.0048881087006272259 -0.012879134627901655 0.027072704482186981 -0.02609548700284724 -0.016895543378955123 0.023949253445907412 -0.0016060705176887541 0.0025017595576432086 -0.017007514524621507 0.016603707422597896 0.0014001056205523589 -0.031544805640291489 -0.01687631756558975 0.011748557532245492 0.0047187766176190861 0.0046648534033146118 -0.011007346603132724 leaf_weight=320865.66001588659 9.8286961838603002 42.769489340484142 5.0382296144962337 17.122452500043437 30.057419791817665 29.655495285987854 16.348909065127373 21.177972182631493 15.032823100686075 47.063442766666412 23.398569911718369 24.527945280075073 196.96524453908205 20.528811305761337 11.670838311314585 12.638731077313421 20.647285427898169 22.083923831582069 12.958667755126955 366.81477110087872 18.949790135025978 15.983496889472006 21.164768293499947 13.645594343543051 9.1969884783029539 42.035935074090958 12.914281897246836 198.53864538669586 246.66901881247759 30.381939776241779 leaf_count=1403429 59 235 53 271 128 122 68 98 62 257 103 102 869 89 70 51 113 90 57 1546 87 68 91 59 40 245 77 842 1101 132 internal_value=7.27405e-06 -0.00092324 -0.00806634 0.00538049 -0.000612147 0.0021936 -0.00143085 -0.00121788 -0.00318906 -0.00416705 -0.00273839 0.000636681 -0.000980521 -0.00951503 -0.0119803 0.013407 -0.0137844 0.00031236 -0.00143651 -0.000580283 0.011212 -0.00305419 0.00868372 -0.0109431 -0.0131646 -0.0106272 5.75098e-05 0.00366184 0.0033345 -0.00213139 internal_weight=322421 1555.81 64.9302 22.1607 1490.88 336.764 1154.12 1137.77 497.243 469.572 422.508 282.04 258.641 140.468 119.94 27.6716 110.111 640.524 420.807 398.723 31.9085 212.949 45.6927 89.4636 75.818 66.6211 24.5851 219.717 306.706 60.0374 internal_count=1410614 7185 559 324 6626 1483 5143 5075 2355 2242 1985 1233 1130 752 663 113 604 2720 1780 1690 144 937 193 491 432 392 147 940 1355 254 is_linear=0 shrinkage=0.03 Tree=981 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 3 2 0 2 2 2 0 1 2 1 2 0 2 0 0 0 1 1 1 1 2 0 0 1 split_gain=1.41698 3.63831 6.47455 8.04111 7.66075 3.4175 4.4981 3.78519 3.43395 8.56787 12.0693 10.1539 8.56769 6.1282 5.42691 5.24879 4.60568 4.11551 5.90094 5.22786 4.08013 3.55036 3.52157 2.83074 5.91631 2.60459 2.6032 4.29032 2.93815 9.7329 threshold=26.500000000000004 93.500000000000014 95.500000000000014 42.500000000000007 45.500000000000007 13264.737792968752 1.247500002384186 12715.829589843752 49.500000000000007 10120.596191406252 5699.5627441406259 2343.383422851563 31.500000000000004 40.500000000000007 2726.1987304687505 42.500000000000007 177.03444671630862 56.500000000000007 844.91958618164074 57.500000000000007 46.500000000000007 71.500000000000014 41.500000000000007 74.500000000000014 82.500000000000014 37.500000000000007 9644.7543945312518 82.500000000000014 78.500000000000014 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -4 7 -7 8 9 10 11 15 -13 -11 25 16 -2 -10 21 -20 -18 -19 -16 -6 -25 -14 28 -28 -21 -30 right_child=1 2 4 -5 23 6 -8 -9 17 13 -12 12 14 -15 22 -17 20 18 19 26 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=1.143234979386507e-05 0.0079554315677582317 -0.031203285596703698 0.036799557393586882 -0.00079061956877047733 -0.039218679495051235 -0.0091544806496625074 0.0029723763003929073 -0.015764878931617928 0.0035538672764840926 0.001497887287333184 -0.019777652454429816 0.018049640218799162 0.0017948307543675531 0.027828139189675014 -0.0018638505078278182 0.0047377018105574081 -0.010669868971714536 0.022574571946892261 -0.016871872189503537 0.00026836646711350518 -0.025520454619526844 0.0024252926674232004 -0.016511253806338541 0.033329639452623239 -0.02048749383476673 0.016176793892116917 -0.021170465560126969 -0.00033141217537072635 -0.032870787096643171 -0.00022323920389527525 leaf_weight=320865.58520665939 9.8637448400259 16.655166484415535 5.1253292746841899 14.757023662328718 2.1084224507212621 30.090324476361275 323.27146185934544 16.348196014761925 219.60122898221016 20.981544256210327 40.65076620131731 23.280799821019173 24.519545704126358 12.814117282629011 197.00564172118902 20.544871255755424 89.017042718827724 13.455723971128462 21.613007009029388 286.44741436839104 20.4816709831357 18.960671335458755 15.970179229974745 2.964763917028904 4.8393146505113691 21.073024407029152 15.641657516360281 20.603757128119469 10.759476751089094 34.797280468046665 leaf_count=1403429 59 90 24 102 14 128 1455 68 940 87 231 103 102 52 869 89 491 59 88 1191 113 87 68 37 181 91 65 90 51 160 internal_value=7.05521e-06 -0.000896582 -0.00916628 -0.0169158 0.00702158 -0.000641821 0.00193972 -0.00143201 -0.00122612 -0.00310038 -0.0041661 -0.00266139 0.000618188 0.0114814 -0.000951293 -0.00926825 -0.011679 0.000222763 -0.00150954 -0.00253215 -0.0134477 0.0107891 -0.0029622 -0.00837533 -4.2403e-05 0.00844222 -0.00169053 -0.00932448 -0.000857121 -0.00793385 internal_weight=322420 1554.24 46.45 31.4122 15.0378 1507.79 353.362 1154.43 1138.08 496.203 462.407 421.757 281.849 33.7957 258.568 139.907 119.362 641.88 422.279 389.863 109.499 32.4164 212.976 9.9125 7.80408 45.5926 368.25 36.2454 332.004 45.5568 internal_count=1410614 7185 448 192 256 6737 1583 5154 5086 2355 2216 1985 1233 139 1130 752 663 2731 1791 1645 604 146 937 232 218 193 1557 155 1402 211 is_linear=0 shrinkage=0.03 Tree=982 num_leaves=31 num_cat=0 split_feature=1 0 1 1 2 3 2 0 2 2 2 0 1 2 1 2 0 0 0 2 0 1 2 2 1 1 1 1 1 2 split_gain=1.33529 3.49827 6.22777 3.947 3.387 4.40254 3.58318 3.39988 8.07481 11.4839 9.60017 8.10272 5.78738 5.1138 4.97025 5.39361 3.79557 3.68844 5.48865 4.73913 3.47109 3.31785 2.69011 3.65139 4.80435 2.57274 4.54116 3.67247 2.46876 2.40742 threshold=26.500000000000004 91.500000000000014 71.500000000000014 78.500000000000014 13264.737792968752 1.247500002384186 12715.829589843752 49.500000000000007 10120.596191406252 5699.5627441406259 2343.383422851563 31.500000000000004 40.500000000000007 2726.1987304687505 42.500000000000007 173.86003112792972 46.500000000000007 56.500000000000007 57.500000000000007 844.91958618164074 71.500000000000014 41.500000000000007 1921.9818115234377 1591.3311157226565 37.500000000000007 29.500000000000004 33.500000000000007 27.500000000000004 37.500000000000007 1826.4194335937502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 -3 -4 6 -6 7 8 9 10 14 -12 -10 28 15 -2 22 29 -19 20 -20 -15 23 24 25 27 -27 -17 -13 -9 right_child=1 2 3 -5 5 -7 -8 17 12 -11 11 13 -14 21 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.1089351053136906e-05 0.010411711038071711 -0.014419608373609318 0.029122437419452297 -0.0015280483878760093 -0.0088706221210926185 0.0031493560378384315 -0.015294336819581603 -0.0061688895023508106 0.0014528351638279098 -0.019347180163886705 0.017598400476895589 0.0017415760371151171 0.02705914730602672 -0.0018075725552028953 0.0045920795431023832 -0.012339849810381019 -0.024959267595391344 -0.015906175915682923 0.022473733073352788 -0.0015081466985784871 0.0023512104269486117 -0.016030965738650076 0.0016809520165004701 -0.03063356330263111 -0.031736734738838555 -0.021307598221157908 0.0015447955423987059 0.010856962732551297 0.015761024375883292 0.0044743635719056022 leaf_weight=320865.51309638243 9.4093845635652524 42.459791716188192 4.8617595285177257 17.013698834460229 30.121134743094444 306.3256204649806 16.345660477876663 21.167952477931976 20.983180537819862 40.313745647668839 23.163211658596992 24.511359974741936 12.783394083380697 197.04455199837685 20.560252666473389 11.517116762697698 20.316443301737309 22.086175575852394 13.003245279192926 366.67190741747618 18.97118353843689 15.955410331487654 13.621238425374029 9.092487767338751 8.2825590595602971 20.877805411815643 12.518842436373232 13.162557765841482 20.981458082795143 198.37600992619991 leaf_count=1403429 56 235 53 271 128 1355 68 98 87 231 103 102 52 869 89 70 113 90 57 1546 87 68 59 40 49 121 76 79 91 842 internal_value=6.84263e-06 -0.000870856 -0.00771995 0.00528394 -0.000574761 0.00207324 -0.00134831 -0.00114753 -0.00301445 -0.00405097 -0.0025863 0.000600236 0.0111469 -0.000922948 -0.00902658 -0.0113835 -0.0132583 0.000296058 -0.00134875 -0.000542231 0.0105346 -0.00287302 -0.0105895 -0.0128046 -0.0103617 -0.00731332 -0.0127413 3.18443e-05 0.0082074 0.00344816 internal_weight=322418 1552.5 64.3353 21.8755 1488.16 336.447 1151.72 1135.37 495.095 461.328 421.015 281.656 33.7666 258.493 139.359 118.798 109.389 640.276 420.733 398.646 31.9744 213 89.0726 75.4514 66.3589 58.0763 33.3966 24.6797 45.4928 219.544 internal_count=1410614 7185 559 324 6626 1483 5143 5075 2355 2216 1985 1233 139 1130 752 663 607 2720 1780 1690 144 937 494 435 395 346 197 149 193 940 is_linear=0 shrinkage=0.03 Tree=983 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 0 0 2 2 2 0 1 1 1 0 2 0 0 2 2 2 2 3 2 0 3 2 2 1 split_gain=1.25817 3.31288 6.04192 7.5375 7.39027 3.09065 8.49627 5.14053 8.11574 8.55541 9.83006 4.71688 4.23144 4.58962 3.41894 5.57498 6.59676 4.0776 3.19583 6.53269 3.73313 3.18461 2.99557 3.08799 2.73725 7.59429 7.74051 5.11991 9.7893 4.69239 threshold=26.500000000000004 93.500000000000014 95.500000000000014 42.500000000000007 45.500000000000007 2152.199340820313 55.500000000000007 32.500000000000007 22009.412109375004 13264.737792968752 5216.6582031250009 74.500000000000014 42.500000000000007 37.500000000000007 35.500000000000007 86.500000000000014 26764.801757812504 38.500000000000007 34.500000000000007 1826.4194335937502 1526.1497802734377 1338.8272094726565 45473.716796875007 1.0205000042915346 2726.1987304687505 55.500000000000007 1.1980000138282778 3527.054809570313 3325.9851074218755 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -4 6 12 8 9 10 -7 -8 13 18 15 22 -17 -16 -2 20 21 -20 23 -9 25 26 -19 28 -26 -29 right_child=1 2 4 -5 -6 7 11 14 -10 -11 -12 -13 -14 -15 17 16 -18 24 19 -21 -22 -23 -24 -25 27 -27 -28 29 -30 -31 leaf_value=1.0756684592343678e-05 -0.02010188205438055 -0.030239789840764964 0.036127792005843137 -0.00067713056950187802 -0.0084438031295179222 0.017745353806738098 0.014385648063972382 0.012679298774470001 -0.0058732736068488247 0.031274209524348458 -0.013864915578902839 -0.0035681302968058747 0.0018931952028385076 -0.02201149174929945 0.014424053382038466 -0.032102297993570221 0.00071306288982435416 0.0031834087939416568 -0.0082799647446918888 0.018327269903308931 -0.027022134176275595 0.010882027621189932 0.010397211879915795 -0.0027803470320961745 -0.00090954389474200679 -0.016343388228731538 0.023979549150515322 0.0047351136778598221 -0.020045824663632181 -0.0012837955528755365 leaf_weight=320865.44294848345 14.850151285529135 16.436907071620229 5.1253794617950907 14.707741212099789 9.6545931186992657 23.494482323527336 29.404893964529037 11.966963961720465 28.443100228905678 17.379580065608025 14.208694741129873 23.853710353374481 33.529826328158379 23.630459763109684 18.980638936161995 12.168748304247858 10.08074828982353 71.661165446043015 56.268735930323601 9.5671056210994703 8.264211490750311 9.0630654990673047 17.289068385958672 410.990837469697 93.909760527312756 13.355335652828215 20.778916165232658 185.35259430110455 32.345879927277565 314.15558918565512 leaf_count=1403429 78 90 24 102 232 105 125 55 117 76 60 114 144 123 81 66 48 306 365 39 36 45 76 1808 389 60 87 811 134 1389 internal_value=6.63651e-06 -0.000845775 -0.0087831 -0.0162791 0.00701268 -0.000603569 -0.0039943 -5.84835e-05 0.00714023 0.01386 0.00583281 0.00634443 -0.00754275 -0.0101437 -0.000554164 -0.00258308 -0.0172344 0.000696087 -0.0072824 -0.00499328 -0.00802483 -0.00562174 -0.00184262 -0.00234294 0.000339909 0.0048029 0.00785802 -0.000414631 -0.00581214 0.000949642 internal_weight=322416 1550.92 45.9246 31.1446 14.78 1504.99 208.432 1296.56 83.5259 55.0828 37.7032 53.2586 155.174 121.644 1213.04 462.496 22.2495 750.54 98.0133 83.1631 73.596 65.3318 440.247 422.958 731.559 105.795 92.4401 625.764 126.256 499.508 internal_count=1410614 7185 448 192 256 6737 1069 5668 358 241 165 239 830 686 5310 2053 114 3257 563 485 446 410 1939 1863 3176 453 393 2723 523 2200 is_linear=0 shrinkage=0.03 Tree=984 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 1 0 2 0 1 0 2 2 0 2 1 2 0 1 0 0 2 1 0 2 0 3 2 0 2 split_gain=1.19691 4.81557 4.37432 3.76361 2.48793 1.71505 7.60986 3.89381 5.48891 8.10139 5.25207 8.26096 8.66282 7.44987 4.65304 4.53379 5.18613 4.10376 6.04877 8.41173 6.30795 4.70859 3.75221 3.65195 3.51497 6.85985 3.9699 3.8712 3.73524 3.78716 threshold=75.500000000000014 77.500000000000014 13578.460937500002 82.500000000000014 95.500000000000014 26.500000000000004 86.500000000000014 10603.448730468752 78.500000000000014 57.500000000000007 49.500000000000007 5699.5627441406259 2343.383422851563 31.500000000000004 2726.1987304687505 42.500000000000007 173.86003112792972 73.500000000000014 63.500000000000007 70.500000000000014 68.500000000000014 5832.3920898437509 42.500000000000007 46.500000000000007 22009.412109375004 32.500000000000007 1.8989999890327456 11333.392578125002 54.500000000000007 37774.541015625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 -4 -5 -1 7 10 9 24 11 12 15 -14 -15 16 -7 18 19 20 -12 -21 -8 -18 25 -9 27 -27 -26 -30 right_child=1 2 3 4 -6 6 22 8 -10 -11 17 -13 13 14 -16 -17 23 -19 -20 21 -22 -23 -24 -25 28 26 -28 -29 29 -31 leaf_value=1.0434009522056938e-05 0.02725614836938035 -0.015732270196876598 0.022608898800637239 0.0046834641175948315 -0.019810089317493961 0.010486037253368573 -0.013808877988566139 0.021985781870383202 0.012271507740710142 -0.011877787692697024 0.0022177758291821582 -0.015844518847597116 0.016927578080716751 0.0078320288543779117 -0.0027530757862575628 0.0043803977498437828 -0.010109520890849521 -0.0047171724706601423 -0.011441327064609578 0.0058351784043294032 -0.015831524009046388 0.028216024405271215 -0.00018814689066805183 -0.024285133258780216 -0.0059818562520603412 0.017390627451645976 -0.010614750510030926 0.0028180401872225582 0.017803022415119878 -0.0037026081541372195 leaf_weight=320865.37481314124 7.2426204830408087 10.801032956689594 9.1640626043081266 19.744683675467972 4.6022647367790332 9.4055260494351369 59.88834036514163 19.180528983473778 42.808064356446266 39.571133583784103 386.32029104232788 46.071924068033695 22.982585355639458 45.327133610844612 213.05781935155392 20.579702660441399 88.211655981838703 110.0481336414814 29.443266361951828 16.999679520726204 18.24971054494381 16.841806769371033 26.150596756488085 20.079373124986887 66.881780371069908 18.684793084859848 17.175899431109428 134.55080769956112 14.449431478977205 15.041424155235289 leaf_count=1403429 50 64 62 123 178 56 312 84 185 169 1631 257 103 193 937 89 494 476 121 71 76 73 142 113 280 77 71 566 62 70 internal_value=6.43695e-06 0.00457714 0.000870347 0.00622159 5.34869e-05 5.70597e-06 -0.00100702 -0.000479195 0.00217261 0.000844599 -0.00141515 -0.00378588 -0.00246198 0.00055969 -0.000896186 -0.00861054 -0.0108821 0.00049536 0.00172144 0.00260544 0.00140359 0.0169734 -0.00966901 -0.012738 0.00260509 0.00497643 0.00306195 0.00459495 -0.00205998 0.00683436 internal_weight=322415 51.5547 44.312 33.511 24.3469 322363 1498 1411.96 368.344 325.536 1043.62 465.716 419.644 281.368 258.385 138.276 117.697 577.903 467.855 438.411 404.57 33.8415 86.0389 108.291 285.965 189.592 170.412 153.236 96.3726 29.4909 internal_count=1410614 477 427 363 301 1410137 6708 6254 1564 1379 4690 2242 1985 1233 1130 752 663 2448 1972 1851 1707 144 454 607 1210 798 714 643 412 132 is_linear=0 shrinkage=0.03 Tree=985 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 0 0 1 0 2 2 0 2 2 2 1 2 3 3 3 2 3 3 2 1 0 0 1 0 split_gain=2.41584 12.5916 15.863 28.132 12.2245 16.3194 11.6349 9.55727 11.5123 7.29522 9.38171 9.97574 8.8456 22.5288 9.76025 23.4956 9.60312 9.1566 34.0192 12.8583 19.7199 19.672 11.0008 28.94 32.9488 11.9715 19.5854 15.3442 12.1502 15.5648 threshold=1023.0205383300782 1006.7319946289064 44.500000000000007 29.500000000000004 3.5000000000000004 47.500000000000007 84.500000000000014 10.500000000000002 1.0000000180025095e-35 6.5000000000000009 736.05068969726574 631.94107055664074 12.500000000000002 789.36499023437511 667.89181518554699 699.95858764648449 -4.4999999999999991 922.17691040039074 1.1980000138282778 1.2994999885559084 1.247500002384186 971.01849365234386 2.1755000352859502 2.7749999761581425 971.01849365234386 1.0000000180025095e-35 23.500000000000004 15.500000000000002 -1.4999999999999998 14.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 7 5 -4 -6 8 -3 10 11 -1 13 14 16 -16 -11 -14 -19 20 21 -20 -21 24 -24 27 -27 28 29 -25 right_child=-2 2 4 -5 6 -7 -8 -9 -10 12 -12 -13 17 -15 15 -17 -18 18 19 22 -22 -23 23 25 -26 26 -28 -29 -30 -31 leaf_value=0.0064031686512126904 -2.2468325852972638e-05 -0.030682248175619018 0.02055344892994922 -0.011328333011162322 0.010817840113817275 0.0036542025238378694 0.053657799666510395 0.0047908972391389236 0.0039555789228361863 -0.029371887094601545 0.015375266437782444 -0.018356865907115941 9.0588688512168632e-05 -0.0092548366825988011 0.022640757946896701 -0.00087837627019959105 -0.0011305315387622893 -0.0058101181849790906 0.010281119495266227 -0.0010013787087397032 0.018164590881772833 -0.011222621564931718 0.036692664223508677 0.01185940509667895 0.0044438845160195027 0.0088051321649091682 -0.0022421796647929264 0.0038409559762987229 -0.0078411542903787153 -0.018500160530531554 leaf_weight=54.411317799240351 226388.897900471 15.496619835495947 65.671381115913391 136.24002660810947 12.763779483735563 237.1506313085556 10.318073362112044 546.36180964112282 19.50596484541893 11.007758088409899 64.415050931274891 20.03813068754971 90808.62720201537 320.66596097499132 54.798483327031136 126.4239948540926 695.98689994961023 448.70413965731859 103.24036341905594 620.21024985611439 123.82103089988232 60.857828125357628 49.40860790014267 67.886123791337013 67.424723207950592 477.03719814121723 207.14980302751064 426.85208797454834 263.58476141095161 19.582389011979103 leaf_count=375 997593 66 279 578 74 1040 48 2484 91 66 420 114 388994 1448 257 620 3329 2253 425 2588 524 248 213 348 286 1986 941 1917 1228 99 internal_value=3.1036e-05 0.000157033 0.00343454 0.000941852 0.00892316 0.00731905 0.0299682 0.00381731 -0.0113796 0.000121066 0.00699218 -0.000261015 0.000111018 -0.00243881 2.19289e-05 0.0062334 -0.00157024 0.000143899 0.00179289 0.0031646 0.00912617 0.00230619 0.00238409 0.00371391 0.0180818 0.0025658 0.00546036 1.99549e-05 -0.00462607 0.00506253 internal_weight=322525 96135.6 1043.51 717.604 325.904 302.822 23.0819 581.364 35.0026 95092.1 138.864 74.4494 94953.3 1208.88 888.217 181.222 706.995 93744.4 2935.76 2487.06 287.919 164.098 2199.14 1578.93 116.833 1462.09 684.187 777.905 351.053 87.4685 internal_count=1410932 413339 4660 3219 1441 1319 122 2641 157 408679 909 489 407770 5720 4272 877 3395 402050 13056 10803 1197 673 9606 7018 499 6519 2927 3592 1675 447 is_linear=0 shrinkage=0.03 Tree=986 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 0 0 1 0 0 1 0 2 2 2 0 2 2 3 3 3 2 3 3 2 1 0 0 1 split_gain=2.27319 11.8443 14.8875 26.4732 11.2888 15.3013 10.6222 8.97818 10.7419 6.96381 6.88669 9.00163 8.32144 21.1917 9.19094 22.2084 9.31059 8.74439 8.61938 32.0392 12.123 18.639 18.5072 10.3485 27.331 31.3267 11.2503 18.391 14.4299 11.4024 threshold=1023.0205383300782 1006.7319946289064 44.500000000000007 29.500000000000004 3.5000000000000004 47.500000000000007 84.500000000000014 10.500000000000002 1.0000000180025095e-35 40.500000000000007 6.5000000000000009 1.0000000180025095e-35 12.500000000000002 789.36499023437511 667.89181518554699 699.95858764648449 8.5000000000000018 352.49255371093756 922.17691040039074 1.1980000138282778 1.2994999885559084 1.247500002384186 971.01849365234386 2.1755000352859502 2.7749999761581425 971.01849365234386 1.0000000180025095e-35 23.500000000000004 15.500000000000002 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 3 7 5 -4 -6 8 -3 -5 11 -1 13 14 16 -16 17 -12 -14 -20 21 22 -21 -22 25 -25 28 -28 29 -26 right_child=-2 2 4 9 6 -7 -8 -9 -10 -11 12 -13 18 -15 15 -17 -18 -19 19 20 23 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=0.013941842482171339 -2.1794236456360553e-05 -0.029551880029728823 0.019893000416173614 -0.016959494595123054 0.010437751870983645 0.0035437024608494867 0.051124827369177929 0.0046507920352824392 0.0038311739351656721 -0.0032845398148857743 0.012393244025292531 -0.0013937483310607162 8.7870536775008486e-05 -0.0089750155962855047 0.02204234695166726 -0.00085191784091785249 0.00016628939823570011 -0.011278696680682404 -0.0056471573250625228 0.0099707344837312289 -0.00097136393229571485 0.017665160158705083 -0.01088598960823723 0.035807587854620924 0.0049237442454364991 0.0043097408771868564 0.0085290472234738138 -0.0021764259752558883 0.003729783382346826 -0.0075832809536746423 leaf_weight=74.004441102966666 226389.15400160983 15.604984387755392 65.813887357711792 76.75105893611908 12.830671958625318 237.20823715627193 10.501490041613577 545.9426993727684 19.534733429551125 59.494155764579773 15.88303469866514 64.446909204125404 90809.092372823507 320.74250687658787 54.600607424974442 126.43980201333761 569.98087384551764 121.32558138668537 447.81659056246281 103.26026201248169 620.19354224205017 123.50686433911324 60.857550904154778 49.11541023850441 87.258691132068634 67.437460899353027 477.69431328773499 207.00815597176552 426.39492143690586 264.35962082445621 leaf_count=589 997593 66 279 327 74 1040 48 2484 91 251 86 320 388994 1448 257 620 2729 580 2253 425 2588 524 248 213 447 286 1986 941 1917 1228 internal_value=3.01062e-05 0.000152327 0.00333082 0.00091406 0.00864288 0.00709463 0.0287505 0.00370472 -0.0109937 -0.0109881 0.000117441 0.00680337 0.000107692 -0.00236534 2.14346e-05 0.00605284 -0.00152261 -0.00853847 0.000139586 0.00173972 0.00306977 0.00886174 0.00223672 0.00231235 0.0036019 0.0175829 0.00248786 0.00529243 1.96486e-05 -0.0044795 internal_weight=322524 96135.1 1043.68 717.328 326.354 303.022 23.3322 581.082 35.1397 136.245 95091.4 138.451 94953 1208.97 888.23 181.04 707.189 137.209 93744 2934.9 2487.09 287.625 164.118 2199.46 1579.27 116.553 1462.72 684.702 778.013 351.618 internal_count=1410932 413339 4660 3219 1441 1319 122 2641 157 578 408679 909 407770 5720 4272 877 3395 666 402050 13056 10803 1197 673 9606 7018 499 6519 2927 3592 1675 is_linear=0 shrinkage=0.03 Tree=987 num_leaves=31 num_cat=0 split_feature=2 2 3 1 3 0 0 0 0 0 0 2 0 0 0 2 0 1 2 1 2 0 1 2 1 2 0 0 0 2 split_gain=2.19691 6.74144 10.8837 10.4253 9.80929 9.38751 8.87578 19.5575 29.9506 34.6857 14.4581 19.0146 16.6362 24.1768 19.4044 22.4569 13.7138 13.5821 12.8438 17.7809 12.4985 12.3363 11.6652 11.3059 11.2464 11.0565 18.2361 7.90702 7.52436 20.1756 threshold=699.95858764648449 575.09899902343761 1.1510000228881838 -7.4999999999999991 2.5095000267028813 90.500000000000014 79.500000000000014 60.500000000000007 68.500000000000014 76.500000000000014 45.500000000000007 640.43759155273449 41.500000000000007 31.500000000000004 36.500000000000007 640.43759155273449 24.500000000000004 -2.4999999999999996 667.89181518554699 1.5000000000000002 667.89181518554699 59.500000000000007 -1.4999999999999998 589.46820068359386 1.5000000000000002 679.17321777343761 17.500000000000004 21.500000000000004 12.500000000000002 667.89181518554699 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 7 10 -9 23 12 -12 13 16 15 24 25 -14 19 -16 -11 -13 -20 -10 -15 28 -27 -28 29 -5 right_child=-2 2 3 5 -6 -7 -8 8 9 20 11 21 17 14 18 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=6.8189339093823029e-05 -1.6470427471062372e-05 0.0085638395680741036 0.0059208678290463609 0.00085872609036182585 -0.013673076970644137 0.020837499911434493 -0.0033536661800310993 0.018821535494253926 0.0073497329555629867 0.0086679534414317808 0.00010402853158490206 -0.014501588888990257 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leaf_count=312591 1060262 713 150 939 403 94 1884 529 112 1865 1554 724 302 362 433 607 1653 1795 110 95 466 148 488 489 145 2625 422 109 18610 253 internal_value=2.9204e-05 0.000163425 0.000941428 0.000797533 -0.0082041 0.000916451 0.000867426 0.00108672 0.005462 0.00302166 0.000596318 -0.00393773 0.000985374 0.000563097 -0.00556591 -0.011463 0.00112795 0.00620447 1.79188e-05 -0.00693513 0.00641772 -0.011201 0.00612069 -0.0101268 -0.00176067 0.000730532 0.0041574 -0.00632296 0.000188789 0.00519068 internal_weight=322523 81886.8 8930.61 8765.14 114.284 8650.86 8629.62 8203.43 826.811 699.107 7376.62 582.948 6793.67 6285.14 530.364 257.947 5754.78 508.53 272.417 127.338 555.603 208.416 145.079 143.505 117.174 5360.06 731.685 124.084 4628.37 255.717 internal_count=1410932 350670 38079 37366 553 36813 36719 34835 3461 2932 31374 2426 28948 26851 2240 1114 24611 2097 1126 528 2331 872 598 601 507 22958 3156 531 19802 1192 is_linear=0 shrinkage=0.03 Tree=988 num_leaves=31 num_cat=0 split_feature=0 2 2 1 0 0 2 1 1 1 1 2 0 0 2 2 0 1 2 1 0 2 0 2 0 1 1 1 1 1 split_gain=2.1003 9.28658 27.5113 16.0374 12.1722 11.7272 15.9615 11.0063 10.3067 14.7096 10.1348 8.99199 34.35 27.0529 19.2444 19.1262 21.8964 22.9537 17.3207 11.9495 11.6116 10.7728 26.6452 19.0168 15.0546 15.0101 13.354 10.7663 10.684 9.38055 threshold=14.500000000000002 14106.575683593752 10857.155761718752 -4.4999999999999991 5.5000000000000009 1.5000000000000002 13264.737792968752 8.5000000000000018 7.5000000000000009 3.5000000000000004 10.500000000000002 17918.074218750004 10.500000000000002 2.5000000000000004 18421.471679687504 17466.614257812504 12.500000000000002 6.5000000000000009 14763.748535156252 -20.499999999999996 9.5000000000000018 15804.419433593752 13.500000000000002 15066.298339843752 13.500000000000002 -1.4999999999999998 -2.4999999999999996 1.5000000000000002 1.0000000180025095e-35 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 5 -5 -7 -6 9 -1 -10 12 13 18 20 16 17 19 -3 -14 -13 22 -18 25 26 -24 -23 -27 -28 -15 right_child=-2 11 3 4 7 6 -8 -9 10 -11 -12 14 15 29 -16 -17 21 -19 -20 -21 -22 24 23 -25 -26 27 28 -29 -30 -31 leaf_value=-0.00011230589861893781 6.5345396877416096e-05 0.066141456280883693 0.0067081917501817323 -0.0073086944726533445 -0.0040352231896749937 0.0015432371980004865 0.021441148943936911 -0.020814605523652132 0.015738529241723559 -0.0052701459013392632 -0.0024893061213083611 -0.013603099333416158 -0.025998904660361012 0.0021202439391644987 8.3251025917891822e-05 0.010452567693775557 -0.00043021466170348064 0.023274257240530481 0.0090510832242933006 -0.00035530635042922161 -0.002936857635545259 -0.010539957106650446 -0.0045021885150691009 -0.013995350017021738 -0.014234566746981777 0.014519516658567586 0.018644535743441555 0.0011575377719123937 0.0068863906704041185 -0.0047052022425649953 leaf_weight=21515.304895078298 261403.54573236522 4.9998131692409506 143.40249714814126 104.47494939342141 2756.9207776039839 254.79071367532015 42.307588189840317 35.63763265311718 71.434268936514854 509.41295955330133 44.588597342371941 135.68185317516327 16.532493758946657 215.62012682110071 30446.787527345761 289.66318088769913 629.98200550302863 37.020338520407677 110.19128918275237 1518.3537113517523 284.38607357442379 22.73136019334197 53.565761655569077 30.615563586354256 21.795072600245476 341.21420660614967 154.91282783448696 64.535213008522987 126.21656584739685 1135.9281771034002 leaf_count=103069 1112273 29 821 1709 11475 1275 198 144 334 2436 214 596 112 1037 153620 1250 2758 151 1210 6402 1195 140 305 129 93 1529 747 275 530 4876 internal_value=2.83273e-05 -0.000129998 -0.000567368 -0.00310644 -0.00354707 0.00133662 0.00437675 -0.00424936 -0.000184623 -0.000231602 0.00873341 0.000182663 0.00139434 -0.00242685 -4.73546e-06 0.00308906 0.0023822 -6.8507e-05 0.0115291 -0.000631517 -0.00638205 0.0050471 0.00365055 0.00889785 0.00984973 0.0104238 0.0115772 0.0123943 0.0133656 -0.0036163 internal_weight=322523 61119 25478.3 3337.53 3194.13 401.573 297.098 2792.56 22140.7 22024.7 116.023 35640.7 4773.88 1466.74 30866.9 3307.14 3017.48 1571.91 115.191 1534.89 420.068 1445.57 1119.91 489.931 325.656 459.315 303.861 405.749 281.129 1351.55 internal_count=1410932 298659 121675 15622 14801 3182 1473 11619 106053 105505 548 176984 21573 7152 155411 14421 13171 6665 1239 6514 1791 6506 4996 2238 1510 2109 1417 1804 1277 5913 is_linear=0 shrinkage=0.03 Tree=989 num_leaves=31 num_cat=0 split_feature=2 2 3 1 3 0 0 0 0 0 0 2 0 0 0 2 0 1 2 1 2 0 1 2 1 2 0 0 0 0 split_gain=2.03503 6.34548 10.2332 9.78092 9.1775 8.85426 8.35581 18.3953 28.1347 32.6514 13.6108 17.9245 15.6441 22.7689 18.3346 21.2224 12.9042 12.7769 12.0769 16.6978 11.753 11.6367 10.9683 10.6604 10.656 10.4122 17.1716 7.4456 7.20369 7.10166 threshold=699.95858764648449 575.09899902343761 1.1510000228881838 -7.4999999999999991 1.8174999952316286 90.500000000000014 79.500000000000014 60.500000000000007 68.500000000000014 76.500000000000014 45.500000000000007 640.43759155273449 41.500000000000007 31.500000000000004 36.500000000000007 640.43759155273449 24.500000000000004 -2.4999999999999996 667.89181518554699 1.5000000000000002 667.89181518554699 59.500000000000007 -1.4999999999999998 589.46820068359386 1.5000000000000002 679.17321777343761 17.500000000000004 21.500000000000004 50.500000000000007 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 28 4 -4 6 7 10 -9 23 12 -12 13 16 15 24 25 -14 19 -16 -11 -13 -20 -10 -15 29 -27 -28 -3 -5 right_child=-2 2 3 5 -6 -7 -8 8 9 20 11 21 17 14 18 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=6.4271561904801329e-05 -1.6479351841802481e-05 0.0022814244957338066 0.008431135557735555 0.0050430227512782248 -0.012334428695270986 0.02025569954885785 -0.0032572535065777011 0.018236082725556015 0.0071242416840682134 0.0084026763538613096 9.8946336362436125e-05 -0.014093521290688558 -0.0056452907833475299 0.003452211412540178 -0.011644650308663847 -0.01901662142998975 0.0063280069396927999 0.0079531692211866241 -0.011596669880372598 0.017234402188573035 -0.0025045373156199272 0.0047860393029544607 0.0098124699667474693 -0.013785764199000841 -0.017585723476081939 0.0061114140720227583 -0.0099188462918390809 0.0081582940540934294 0.014806869826556667 -0.00010256364714452239 leaf_weight=72956.811204396188 240632.7177298601 85.991534605622292 24.307884573936462 255.50269813835621 90.3580142557621 21.190612748265266 425.90143728256226 127.83353479206562 27.049246981739998 444.61615237593651 374.53822967410088 172.72803063690662 72.525773674249649 88.251441419124603 105.73386165499687 140.32077516615391 394.65516747534275 436.17030641436577 26.303821638226509 21.720890820026398 111.13744190335274 35.405046090483665 118.83964371681213 116.25558711588383 28.720196440815926 607.20699286460876 98.077800139784813 25.92688462138176 79.557772502303123 4372.6583688259125 leaf_count=312591 1060262 380 116 1192 437 94 1884 529 112 1865 1554 724 302 362 433 607 1653 1795 110 95 466 148 488 489 145 2625 422 109 333 18610 internal_value=2.74806e-05 0.000156662 0.000911524 0.000771943 -0.00793236 0.000887338 0.000839769 0.00105251 0.00529553 0.00292916 0.000576795 -0.00382349 0.000954252 0.000544622 -0.0054061 -0.0111501 0.00109263 0.00601441 1.53575e-05 -0.00672307 0.00622149 -0.010882 0.00593257 -0.00983893 -0.00171326 0.000707102 0.00403384 -0.00613928 0.00830076 0.000181504 internal_weight=322519 81886.3 8929.49 8763.94 114.666 8649.27 8628.08 8202.18 826.892 699.058 7375.29 582.671 6792.61 6283.92 529.891 257.292 5754.03 508.696 272.598 127.455 555.754 208.133 145.143 143.305 116.972 5359.37 731.212 124.005 165.549 4628.16 internal_count=1410932 350670 38079 37366 553 36813 36719 34835 3461 2932 31374 2426 28948 26851 2240 1114 24611 2097 1126 528 2331 872 598 601 507 22958 3156 531 713 19802 is_linear=0 shrinkage=0.03 Tree=990 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 1 0 1 0 2 0 2 2 2 2 2 0 0 2 2 2 2 2 2 2 2 2 2 0 1 split_gain=1.66614 4.40535 11.0975 5.4815 6.14726 3.2174 1.6772 1.55336 4.4931 5.47465 4.22806 4.07361 5.8975 4.07631 5.38883 4.51045 3.95039 3.59962 4.89422 10.3555 8.53587 7.01627 8.64527 7.69476 8.86807 6.35571 4.44117 11.0754 4.00696 9.23901 threshold=97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 8430.8989257812518 1.0000000180025095e-35 98.500000000000014 18.500000000000004 43.500000000000007 75297.019531250015 95.500000000000014 47554.107421875007 40758.552734375007 224.80538177490237 370.03324890136724 181.1947937011719 41.500000000000007 48.500000000000007 1248.5628051757815 224.80538177490237 2192.347534179688 2471.414184570313 4706.8647460937509 10341.291015625002 12127.694824218752 184.1896667480469 3673.091186523438 3093.6569824218755 93.500000000000014 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -5 -2 -7 -1 9 11 17 12 13 15 -15 -9 -17 18 19 25 -20 -22 26 -24 -25 -10 27 -23 -19 -30 right_child=1 2 -4 4 -6 6 -8 8 10 -11 -12 -13 -14 14 -16 16 -18 28 20 -21 21 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=-1.0705485376814951e-05 -0.019329557524334937 -0.038342603077908453 -0.0037405382369756408 0.032365120193998502 0.002184499339858433 0.0092754563040875048 -0.0088266226651796936 -0.00095767149704678643 -0.0066662931506429549 -0.014028428899822545 0.016930425029671483 0.010589200667752128 -0.015873960405486175 -0.007136116978622215 0.0024757695430022075 0.035457707088759803 0.0057549570642179493 0.0005612579044988801 0.018132485773183056 -0.023041477593520297 -0.019773658570667992 0.0039371174383317905 -0.017008647227903542 0.016653242892394868 -0.0095513734407537496 0.026944242901667356 0.010980807870216616 -0.027117405357705571 0.016255259233113436 -0.015724420081484346 leaf_weight=319728.88447994774 10.04827392101288 9.3567309528589231 76.907825917936862 9.6426063179969805 16.411652576178312 10.974316269159319 7.9388513900339595 11.483174398541452 17.424567960202697 18.577032141387463 12.717474531382321 52.043807163834572 16.367783203721046 55.427883297204971 992.15895864367485 9.974026486277582 6.7618813142180434 1291.8221572861075 18.369677647948265 30.659291960299015 20.719769865274429 70.534516260027885 47.029547974467278 18.130383998155594 32.382643714547157 7.1377924829721442 46.442312523722649 12.110636174678801 10.532385915517805 35.653590328991413 leaf_count=1397484 45 69 570 43 95 47 73 55 152 81 87 213 68 359 4485 60 64 5864 80 274 85 293 343 77 137 54 266 54 50 208 internal_value=-5.9335e-06 -0.00326311 -0.00749367 0.00337041 0.0133543 -0.00561126 0.00167706 -4.50688e-06 0.000694699 0.00212683 -0.000301475 0.00238912 0.00199837 0.00227029 0.0019672 0.0135218 0.0234568 -0.000433575 -0.00328689 -0.0114135 -0.00159803 -0.00306334 -0.00153559 -0.00827616 -0.000145884 0.00310089 0.0035578 -0.000613543 0.000250836 -0.00843168 internal_weight=322705 141.28 86.2646 55.0157 26.0543 28.9614 18.9132 322563 2834.46 1162.79 1671.67 1144.22 1092.17 1075.81 1047.59 28.2191 16.7359 1658.95 320.941 55.2217 265.719 247.35 226.63 97.5426 50.513 24.5624 129.087 82.6452 1338.01 46.186 internal_count=1411835 942 639 303 138 165 120 1410893 13409 5385 8024 5304 5091 5023 4844 179 124 7937 1815 480 1335 1255 1170 557 214 206 613 347 6122 258 is_linear=0 shrinkage=0.03 Tree=991 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 1 0 1 0 2 0 2 2 2 2 2 0 1 0 2 2 2 2 2 2 2 2 2 2 0 split_gain=1.57075 4.15836 10.7696 5.15134 5.76431 3.00515 1.5799 1.46105 4.22805 5.16184 3.96829 3.83499 5.54548 3.79347 5.08262 4.15943 3.59545 3.59053 3.39729 4.66074 9.95871 8.01331 6.59095 8.1684 7.35824 8.33769 5.88586 4.15011 10.4634 3.78098 threshold=97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 8430.8989257812518 1.0000000180025095e-35 98.500000000000014 18.500000000000004 43.500000000000007 75297.019531250015 95.500000000000014 47554.107421875007 40758.552734375007 224.80538177490237 370.03324890136724 181.1947937011719 41.500000000000007 27.500000000000004 48.500000000000007 1248.5628051757815 224.80538177490237 2192.347534179688 2471.414184570313 4706.8647460937509 10341.291015625002 12127.694824218752 184.1896667480469 3673.091186523438 3093.6569824218755 93.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -5 -2 -7 -1 9 11 18 12 13 15 17 -9 -17 -15 19 20 26 -21 -23 27 -25 -26 -10 28 -24 -20 right_child=1 2 -4 4 -6 6 -8 8 10 -11 -12 -13 -14 14 -16 16 -18 -19 29 21 -22 22 23 24 25 -27 -28 -29 -30 -31 leaf_value=-1.0384342369928349e-05 -0.018639832823380449 -0.038069953386368593 -0.0036305209723582511 0.031319820494075591 0.0021180776560701577 0.0089763044248853518 -0.0086163201999489795 -0.00092920679988513688 -0.0064964434536834755 -0.013646211398574236 0.016379606854241821 0.010275007844097029 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leaf_count=1397484 45 69 570 43 95 47 73 55 152 81 87 213 68 295 4485 60 64 64 5864 80 274 85 293 343 77 137 54 266 54 258 internal_value=-5.75783e-06 -0.00317051 -0.00729215 0.00326545 0.0129386 -0.0054363 0.00162831 -4.3736e-06 0.000673838 0.00206299 -0.000292852 0.00231733 0.00193827 0.00220204 0.00190853 0.0130144 0.0224571 -0.00695259 -0.000421055 -0.00319661 -0.0111631 -0.00155242 -0.00297612 -0.00149265 -0.00807012 -0.000141731 0.00299942 0.0034466 -0.000596018 0.000243305 internal_weight=322704 141.085 86.0062 55.079 26.0836 28.9954 18.8889 322563 2833.64 1162.75 1670.89 1144.22 1092.19 1075.81 1047.38 28.4319 16.952 55.188 1658.14 320.241 54.7866 265.454 247.025 226.287 97.0491 50.5153 24.6115 129.238 82.5549 1337.9 internal_count=1411835 942 639 303 138 165 120 1410893 13409 5385 8024 5304 5091 5023 4844 179 124 359 7937 1815 480 1335 1255 1170 557 214 206 613 347 6122 is_linear=0 shrinkage=0.03 Tree=992 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 1 0 0 1 0 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 1 2 split_gain=1.48087 3.92513 10.4528 4.84194 5.40899 2.80812 1.48829 1.44385 7.90593 4.89232 6.26776 7.40318 9.09718 17.9834 5.81619 5.27903 4.88339 4.84544 7.09406 4.39704 3.7242 3.47216 3.8256 3.1672 2.89582 5.54778 2.7736 9.91976 4.70039 2.80682 threshold=97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 8430.8989257812518 1.0000000180025095e-35 98.500000000000014 1.5000000000000002 -5.4999999999999991 1.0000000180025095e-35 13836.183105468752 23484.753906250004 28492.581054687504 30553.010742187504 16543.466796875004 89440.765625000015 15804.419433593752 17466.614257812504 22009.412109375004 79162.558593750015 1.0000000180025095e-35 1.0000000180025095e-35 94494.871093750015 16176.651367187502 24241.001953125004 1.0000000180025095e-35 42366.021484375007 32790.857421875007 1.0000000180025095e-35 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -5 -2 -7 8 -1 -10 -11 14 24 -14 16 19 -12 -16 -19 26 -21 22 -17 -18 -13 -26 27 28 -15 -28 right_child=1 2 -4 4 -6 6 -8 -9 9 10 11 12 13 15 17 21 23 18 -20 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=0.027486404979707287 -0.017981327458059911 -0.037807877700683168 -0.0035236902723517088 0.030322311104570229 0.0020537033954063748 0.0086877912914974809 -0.0084099079070623205 -7.093926716609009e-06 0.030040937911675114 -0.0049932414401552922 0.010782696806500602 -0.041239796986589118 0.031708747307496093 0.016648521026567286 0.030889310368690703 -0.017219469161194451 -0.019918407580263871 -0.00092924973607249608 0.048011511820578306 0.0045658015167741334 -0.028209756529304915 -0.0012610217413913949 0.0075369272588606288 0.0068851896941030466 0.013045343558793551 -0.019845626230996612 -0.0089791940042683628 0.029073974620509046 -0.022258220296472835 0.00056858038453019724 leaf_weight=10.297547027585095 10.161535665392877 8.9345702584832889 76.817166887922212 9.6833064109087008 16.424966529011726 11.023430809378626 7.8412861041724673 321912.95307722967 5.1745455326745278 134.60235342569649 30.713447287678719 3.4724649265408543 17.387309825047851 4.0537718255072841 17.635459028184414 5.8744858354330054 10.108002182096245 13.845901452004911 3.3011383926495901 4.3378012180328342 11.115323200821877 86.091878399252892 128.57299174601212 6.5313460454344741 6.0521318726241615 19.441885128617287 54.166346995159984 10.425940552726386 8.9973664283752441 56.737229894846678 leaf_count=1692 45 69 570 43 95 47 73 1388786 3804 2228 496 50 98 94 207 60 170 235 94 73 116 447 10205 88 78 309 628 96 68 771 internal_value=-5.58726e-06 -0.00308063 -0.0070958 0.00316424 0.0125383 -0.00526741 0.00158098 -4.24417e-06 0.00140941 0.000988943 0.000751627 0.0023017 0.000679221 0.0018907 0.0105336 0.000490878 0.00369161 0.0198483 0.0084928 -0.00385439 -0.0190094 0.00344304 0.00645523 -0.00939735 -0.0155382 -0.0120375 -0.00211164 0.00725591 -0.0101735 -0.00409464 internal_weight=322703 140.886 85.7517 55.1345 26.1083 29.0263 18.8647 322562 648.937 638.639 633.465 498.862 416.727 387.76 82.1353 370.373 47.3528 34.7825 17.147 149.834 15.4531 220.539 134.447 16.6393 28.9665 25.494 134.381 23.4771 13.0511 110.904 internal_count=1411835 942 639 303 138 165 120 1410893 22107 20415 16611 14383 13093 12656 1290 12558 754 536 329 1846 189 10712 10265 258 437 387 1657 258 162 1399 is_linear=0 shrinkage=0.03 Tree=993 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 2 2 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 1 0 2 2 1 0 split_gain=1.40237 3.94533 4.86694 3.61191 5.03665 3.52744 4.43765 9.57551 7.5243 6.19298 7.71763 7.03465 7.83994 5.45618 4.28055 3.82738 6.10012 4.80765 4.18399 3.74257 3.52302 4.80891 3.84035 3.46877 4.09923 3.27995 3.13258 2.90949 5.30073 7.45878 threshold=18.500000000000004 43.500000000000007 75297.019531250015 50009.173828125007 43957.078125000007 48.500000000000007 1248.5628051757815 224.80538177490237 2192.347534179688 2471.414184570313 4706.8647460937509 10341.291015625002 12127.694824218752 184.1896667480469 3991.455688476563 2726.1987304687505 36.500000000000007 34.500000000000007 22.500000000000004 3673.091186523438 224.80538177490237 370.03324890136724 181.1947937011719 22.500000000000004 20.500000000000004 41.500000000000007 21398.625000000004 33967.421875000007 22.500000000000004 39.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 20 6 7 13 -8 -10 14 -12 -13 -3 15 17 18 -11 19 -17 22 23 -2 24 -22 -24 -14 28 29 -23 right_child=1 5 -4 -5 -6 -7 8 -9 9 10 11 12 26 -15 -16 16 -18 -19 -20 -21 21 27 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.1312735695786302e-05 -0.0009013702390498039 -0.0063300523721027489 -0.013274294074932283 0.010611256735248664 -0.015230122893049904 0.00039475104111103465 0.016953039929904292 -0.022389490138993013 -0.018575307005931237 0.0013962783767161135 -0.016349280618629572 0.015619032537301278 -0.016789801326730351 0.024473726300358146 0.021916225923580151 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61 130 91 101 1369 60 185 73 64 57 236 2702 214 internal_value=-5.41995e-06 0.000658299 0.00200128 0.00224791 0.00190821 -0.000272717 -0.00310863 -0.0109172 -0.00150795 -0.00289125 -0.00145071 -0.00786855 -0.000137478 0.002902 0.00333937 0.00173645 -0.00185164 0.00979702 0.00346057 -0.00478869 0.00214876 0.00186714 0.0125318 -0.00677301 0.00102232 0.0215175 -0.00900254 0.00234163 0.00196627 -0.00103548 internal_weight=322701 2839.86 1162.69 1144.22 1099.56 1677.17 319.537 54.359 265.178 246.693 225.941 96.5633 50.5142 24.6574 129.378 119.101 82.4146 36.6862 57.891 28.2922 1084.34 1055.7 28.6341 54.9577 26.5529 17.1573 32.3264 1000.74 949.612 339.929 internal_count=1411835 13602 5385 5304 5121 8217 1815 480 1335 1255 1170 557 214 206 613 533 378 155 275 145 5059 4880 179 359 174 124 137 4521 4285 1583 is_linear=0 shrinkage=0.03 Tree=994 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 1 0 0 1 0 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 2 2 1 2 split_gain=1.39656 3.70554 10.1462 4.55186 5.07888 2.62507 1.40206 1.3631 7.66359 4.75532 5.9036 6.94821 8.66706 16.9237 5.44626 4.98518 4.59453 4.48418 6.73184 4.23608 3.61413 3.29426 3.59313 3.02255 2.6787 5.31175 2.61912 9.37296 4.49288 2.6314 threshold=97.500000000000014 58108.183593750007 94494.871093750015 4805.4782714843759 8430.8989257812518 1.0000000180025095e-35 98.500000000000014 1.5000000000000002 -5.4999999999999991 1.0000000180025095e-35 13836.183105468752 23484.753906250004 28492.581054687504 30553.010742187504 16543.466796875004 89440.765625000015 15804.419433593752 17466.614257812504 22009.412109375004 79162.558593750015 -1.0000000180025095e-35 1.0000000180025095e-35 94494.871093750015 16176.651367187502 24241.001953125004 -1.0000000180025095e-35 42366.021484375007 32790.857421875007 1.0000000180025095e-35 47554.107421875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 3 -3 5 -5 -2 -7 8 -1 -10 -11 14 24 -14 16 19 -12 -16 -19 26 -21 22 -17 -18 -13 -26 27 28 -15 -28 right_child=1 2 -4 4 -6 6 -8 -9 9 10 11 12 13 15 17 21 23 18 -20 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=0.027396784280312943 -0.017351627962096459 -0.037555769962799447 -0.0034206550316937499 0.029369379215134619 0.0019915157314943639 0.0084098125311153696 -0.0082071991737113614 -6.7204725669400821e-06 0.030039724173688751 -0.0048415473945229845 0.010431360019167777 -0.039965175532528686 0.030770395782577644 0.016399197585170486 0.029772939798073977 -0.016478610359628457 -0.019564285270690367 -0.00090122821962779285 0.046913766092999805 0.004446864500560953 -0.027987982365145488 -0.0012235691154553982 0.007365756908121756 0.0066502521556410822 0.012793493800273189 -0.019588691034821422 -0.0086864723806785726 0.02829129449048438 -0.021928954096297883 0.00055182493540318928 leaf_weight=10.025532631145323 10.213385209441187 8.7278039008378965 76.773572685895488 9.697453901171686 16.431299019604921 11.046254307031633 7.7944514080882064 321912.06323670596 5.021870832075364 134.64500842429698 30.79519953392446 3.4756468385458019 17.380297733470798 3.9929527081549177 17.746291784569621 5.9530862942337981 9.9839596450328845 13.842954795807602 3.2774260621517888 4.3207986857742062 10.87086997181177 86.042186424136162 127.63436756515875 6.5591225102543822 5.9872878268361154 19.110699910670515 54.30762024782598 10.393572792410849 8.8604384362697601 56.741036308929324 leaf_count=1692 45 69 570 43 95 47 73 1388786 3804 2228 496 50 98 94 207 60 170 235 94 73 116 447 10205 88 78 309 628 96 68 771 internal_value=-5.25911e-06 -0.00299363 -0.0069051 0.00306687 0.0121526 -0.00510402 0.00153531 -3.95574e-06 0.00137169 0.000962058 0.000730978 0.00223982 0.000661679 0.00184038 0.0102082 0.000478182 0.00358117 0.0192057 0.0082522 -0.00374775 -0.0187629 0.0033545 0.00630318 -0.00917055 -0.0152819 -0.0118637 -0.00204922 0.00710754 -0.0100222 -0.0039661 internal_weight=322700 140.684 85.5014 55.1828 26.1288 29.0541 18.8407 322559 646.968 636.943 631.921 497.276 415.071 386.497 82.205 369.117 47.3383 34.8667 17.1204 149.487 15.1917 219.63 133.587 16.5431 28.5736 25.098 134.296 23.247 12.8534 111.049 internal_count=1411835 942 639 303 138 165 120 1410893 22107 20415 16611 14383 13093 12656 1290 12558 754 536 329 1846 189 10712 10265 258 437 387 1657 258 162 1399 is_linear=0 shrinkage=0.03 Tree=995 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 2 2 1 1 0 0 2 1 1 1 1 2 2 2 1 0 0 0 1 2 0 1 1 2 2 split_gain=2.12823 6.58617 7.1882 11.056 10.7302 7.84251 11.5665 13.0453 12.898 10.4071 20.1788 17.9721 21.4456 11.3293 10.0686 13.2892 10.0116 9.8525 19.4938 15.4771 17.0025 14.7054 14.3951 24.5768 17.3897 29.899 19.4938 16.6048 15.561 14.0821 threshold=25.500000000000004 67.829120635986342 396.72427368164068 282.07974243164068 4.5000000000000009 7882.7980957031259 2680.677124023438 -4.4999999999999991 -10.499999999999998 16.500000000000004 22.500000000000004 5832.3920898437509 3.5000000000000004 15.500000000000002 21.500000000000004 16.500000000000004 2871.6833496093755 11873.722656250002 12411.391601562502 -5.4999999999999991 18.500000000000004 16.500000000000004 24.500000000000004 1.0000000180025095e-35 9879.8374023437518 19.500000000000004 -2.4999999999999996 -1.4999999999999998 9188.5839843750018 15066.298339843752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -5 6 -4 8 -8 -9 13 14 -13 16 15 -12 -11 21 -19 20 29 -7 24 -24 25 26 -23 -27 -28 -20 right_child=-2 2 5 4 -6 17 7 9 -10 10 11 12 -14 -15 -16 -17 -18 18 19 -21 -22 22 23 -25 -26 27 28 -29 -30 -31 leaf_value=-0.014606240983621073 6.578585271643088e-05 -0.00013245005995922825 -5.9341742861928363e-05 0.003337231607577346 0.024934362390291055 -0.00038542072590438324 -0.0024655831840570759 -0.00044304872855822669 0.004620211749520633 -0.011040891012499665 -0.0025072405090578926 0.00030450290697974419 0.009274792150560051 0.013877133335365241 0.020685598195615672 -0.025408996652083869 -0.0031083633187550374 -0.0041294822442582788 0.0078112631431124608 0.0001236082693670036 -0.0067098285845101314 0.0065994282608883032 0.0052222922707156174 -0.026933615157616792 0.0046209735070279548 -0.0020997012677162244 -0.0050997636514348134 0.0044255336285020696 0.00067844177438249997 -0.0017523193853277279 leaf_weight=28.140349108725786 205500.39170483127 1644.4228823743761 33103.06288655661 1080.8471624106169 21.108599483966827 4438.5942346984521 345.64402764633996 8878.3385417853715 698.2758662076667 147.78973458707333 1887.144970163703 2185.8740171343088 269.43194265663624 34.587115168571472 16.594323009252548 23.082579299807549 4604.7882317304611 1043.6927920803428 153.94502776488662 48307.456603871658 611.30886581167579 225.75949895009398 44.21451261639595 41.442173793911934 1704.8531660698354 425.67012379318476 1040.1443491280079 2000.3556465655565 702.94493655860424 1387.4445428047329 leaf_count=243 877505 7441 145602 5085 90 19340 2112 43398 3533 617 7787 8947 1082 148 83 121 18879 4437 976 225807 2526 1085 186 167 7140 2006 4227 8177 2868 9840 internal_value=7.62016e-06 -9.44583e-05 -9.097e-05 0.00142572 0.00375094 -0.000127406 -0.000398495 -0.000986558 0.00227409 -0.00117516 -0.00188404 -0.000413096 0.00128885 -0.00323054 -0.00258185 -0.00278398 -0.00335504 0.000100342 -7.12418e-05 1.26968e-05 -0.0024762 0.000932158 0.00187765 -0.0103353 0.00204915 0.00105149 -0.00169525 0.00328062 -0.00276956 -0.000797164 internal_weight=322597 117097 117069 2746.38 1101.96 114322 52194.6 19091.6 1043.92 18047.6 9169.29 4382.13 2455.31 4787.17 1926.82 1910.23 4752.58 62127.8 51503.8 50460.2 2152.7 10624 6185.38 85.6567 6099.73 4394.87 1968.85 2426.03 1743.09 1541.39 internal_count=1411455 533950 533707 12616 5175 521091 232309 86707 5645 81062 37664 18020 10029 19644 7991 7908 19496 288782 243586 239149 13342 45196 25856 353 25503 18363 8180 10183 7095 10816 is_linear=0 shrinkage=0.03 Tree=996 num_leaves=31 num_cat=0 split_feature=2 2 0 3 0 0 0 0 2 0 0 0 0 3 2 3 3 0 0 0 0 0 0 0 0 0 1 1 2 0 split_gain=2.0062 13.3429 11.3787 11.5367 19.8128 13.1311 17.0189 12.3264 18.9771 15.8533 13.7353 9.88363 11.5056 7.37248 8.64283 13.6006 17.93 15.2214 11.1376 8.62957 9.71677 9.09838 12.5149 8.17334 8.0872 7.97808 5.98795 9.09142 5.94531 12.9383 threshold=699.95858764648449 767.85998535156261 84.500000000000014 2.7749999761581425 32.500000000000007 57.500000000000007 60.500000000000007 63.500000000000007 723.02862548828136 61.500000000000007 70.500000000000014 23.500000000000004 25.500000000000004 4.7190001010894784 679.17321777343761 1.7404999732971194 1.5979999899864199 56.500000000000007 59.500000000000007 31.500000000000004 21.500000000000004 34.500000000000007 71.500000000000014 64.500000000000014 76.500000000000014 4.5000000000000009 -1.4999999999999998 1.0000000180025095e-35 596.91259765625011 40.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 2 3 4 -2 -6 -7 8 -8 -10 -9 -5 -13 14 28 16 17 26 -19 20 -17 -21 23 -23 -24 -15 -16 -28 -1 -30 right_child=1 -3 -4 11 5 6 7 10 9 -11 -12 12 -14 25 15 19 -18 18 -20 21 -22 22 24 -25 -26 -27 27 -29 29 -31 leaf_value=3.4705031984852606e-05 -0.014141530128608248 -9.246099859856872e-06 -0.021208313974592521 -0.001626397294662402 -0.00010767246771864712 -0.021919256798630788 0.022311241999787183 -0.019446004690349149 -0.020413060716906201 0.0064585267883203058 0.014145616923197941 0.018509438170857748 0.0017430681726500602 -0.016658216764683549 -0.0063224621253402721 -0.0096978220930546612 0.034773691535817275 -0.023408519846214525 0.0016980023676060254 -0.026971809052187264 0.0052253547600833025 -0.0097613887711275379 -0.039865702147330699 0.020149439850595356 -0.010983384376258346 0.0015474184052721449 0.016839553648762069 3.5578674919874048e-05 -0.00011108120520539349 0.0032356764235464898 leaf_weight=73202.774631794542 159.93638880550861 237302.59273736319 27.21139794588089 1928.4891317486763 573.64791346341372 62.430877432227135 31.257020011544228 60.236557573080063 34.986280262470245 45.400977626442909 13.390501782298086 39.860381931066513 485.51249691843987 21.791223011910915 34.327588215470314 102.40433187782764 13.759871453046797 37.224682375788689 27.762499526143074 36.814404129981995 63.691739305853844 16.570047751069069 12.504342362284659 16.320441320538521 28.870075196027756 3697.1607884690166 54.692765891551971 61.627781137824059 2715.7153762578964 1684.4457850456238 leaf_count=312421 688 1046144 119 8344 2424 265 131 259 152 190 57 171 2087 139 146 442 57 157 115 162 269 70 52 68 126 17085 224 259 11552 7080 internal_value=7.39255e-06 -3.62225e-05 -0.00188513 -0.00173206 -0.00448133 -0.00260025 -0.00837277 -0.003808 0.00247598 -0.00523657 -0.0133367 -0.000632641 0.00301514 0.000135722 7.3587e-05 -0.00383227 0.00157112 -0.000547565 -0.012683 -0.00830421 -0.00397533 -0.0147771 -0.00873204 0.00508053 -0.0197123 0.00144074 0.00468748 0.00793664 9.90834e-05 0.00117011 internal_weight=322593 240765 3462.36 3435.15 981.287 821.35 247.702 185.271 111.644 80.3873 73.6271 2453.86 525.373 81828.5 78109.5 506.571 229.395 215.635 64.9872 277.175 166.096 111.079 74.2649 32.8905 41.3744 3718.95 150.648 116.321 77602.9 4400.16 internal_count=1411455 1061031 14887 14768 4166 3478 1054 789 473 342 316 10602 2258 350424 333200 2147 958 901 272 1189 711 478 316 138 178 17224 629 483 331053 18632 is_linear=0 shrinkage=0.03 Tree=997 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 2 0 2 0 2 2 1 1 0 2 3 0 2 1 1 1 0 2 2 1 2 2 0 2 split_gain=2.00084 6.23068 6.62646 10.3746 10.9401 8.61416 8.15459 11.1647 8.04667 8.0357 7.38583 10.8761 12.2796 12.1591 9.8667 23.2307 19.5144 14.3716 16.9121 20.1838 10.0222 9.7907 9.71304 23.4644 15.2179 22.2048 20.6232 24.0619 20.9021 22.4643 threshold=25.500000000000004 67.829120635986342 396.72427368164068 317.43702697753912 9.5000000000000018 1.5000000000000002 184.1896667480469 10.500000000000002 173.86003112792972 15.500000000000002 7882.7980957031259 2680.677124023438 -4.4999999999999991 -10.499999999999998 13.500000000000002 7510.0949707031259 8.545499801635744 22.500000000000004 5832.3920898437509 3.5000000000000004 15.500000000000002 10.500000000000002 4.5000000000000009 6704.7329101562509 4805.4782714843759 1.0000000180025095e-35 5006.9262695312509 5216.6582031250009 9.5000000000000018 6261.4145507812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 6 8 -8 -3 -9 11 -4 13 -13 15 16 -14 20 -19 -20 -16 -21 -18 24 -24 26 -26 -28 29 -29 right_child=-2 2 10 4 -6 -7 7 9 -10 -11 -12 12 14 -15 17 -17 22 18 19 21 -22 -23 23 -25 25 -27 27 28 -30 -31 leaf_value=-0.014237835495219179 6.3566785206578178e-05 -0.0008018927206424472 -5.7616201446540186e-05 -0.01350982881629951 0.0052852579755149776 0.0046629890215010746 0.017494247399976993 -0.01586946660091712 0.0080801746353176118 -0.0016644733854209901 9.7617439519946843e-05 -0.0023884367401841651 0.0028207542357445675 0.0044909041990359262 -0.0027247506926796647 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2112 10920 3533 25873 1062 8764 7991 8947 793 148 289 11279 1327 342 1648 212 960 205 302 internal_value=7.16941e-06 -9.18093e-05 -8.84239e-05 0.001368 0.0045089 0.000285274 -0.00058208 -0.00167223 0.00336841 -0.00206476 -0.000123403 -0.000386486 -0.000956754 0.0022083 -0.00113966 -0.000292967 1.53876e-05 -0.0017208 -0.000400479 0.00125053 -0.00263619 0.00899897 -0.000865396 -0.00171859 -0.00242979 -0.00591477 -0.00156639 0.00120355 -0.00160135 -0.00462621 internal_weight=322592 117092 117064 2745.63 703.842 2041.79 1704.15 1335.59 368.56 1308.79 114319 52193 19090.2 1042.95 18047.2 7345.31 7107.88 10701.9 4381.81 2455.18 6320.1 269.369 5409.49 3729.5 3423.67 848.293 470.589 393.954 344.629 295.155 internal_count=1411455 533950 533707 12616 3325 9291 7783 5966 1817 5830 521091 232309 86707 5645 81062 37021 35959 44041 18020 10029 26021 1082 25039 16275 14948 3669 2021 1679 1467 1262 is_linear=0 shrinkage=0.03 Tree=998 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 2 2 1 1 0 0 2 1 1 2 1 1 1 2 2 1 0 0 2 1 0 1 2 0 1 split_gain=1.88257 5.88698 6.2351 9.88034 9.95859 6.94956 10.2351 11.5591 11.4621 9.44275 18.0768 15.9136 18.9937 10.067 9.4453 9.43059 12.6585 9.28763 9.27263 18.335 14.561 16.0049 13.8435 13.9672 15.6024 13.5581 23.1632 16.3796 28.5306 15.3285 threshold=25.500000000000004 67.829120635986342 396.72427368164068 282.07974243164068 4.5000000000000009 7882.7980957031259 2680.677124023438 -4.4999999999999991 -10.499999999999998 16.500000000000004 22.500000000000004 5832.3920898437509 3.5000000000000004 15.500000000000002 2871.6833496093755 21.500000000000004 16.500000000000004 13.500000000000002 11873.722656250002 12411.391601562502 -5.4999999999999991 18.500000000000004 16.500000000000004 8598.4760742187518 -4.4999999999999991 24.500000000000004 1.0000000180025095e-35 9879.8374023437518 18.500000000000004 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 -5 6 -4 8 -8 -9 13 15 -13 14 -11 16 -12 -14 22 -20 21 -21 23 -7 -25 27 -27 28 29 -24 right_child=-2 2 5 4 -6 18 7 9 -10 10 11 12 17 -15 -16 -17 -18 -19 19 20 -22 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=-0.013866935109969867 6.1659749024435575e-05 -0.00014541176673494465 -5.5887547316427201e-05 0.003126480373267126 0.023871440501478332 0.0040619611175225319 -0.0023140760086753326 -0.00040813960728574384 0.004364753859945089 -0.010643352955621481 -0.0023568747483740287 0.00028679265088065684 0.011323132648877042 0.013093268584000568 -0.0029330492439942507 0.020023508816611111 -0.024816755713963787 -0.0032384553911361 -0.0040068093866843608 -0.00077569366595112578 0.00011725154739784979 -0.0065125416642168969 0.0062494404947037964 0.0075957540331963048 -0.0014347975596050266 0.0050678946748242111 -0.026169250018574682 0.0044828365381239972 0.00252130702634156 -0.0041031167834550278 leaf_weight=27.904040481895208 205499.96240252722 1644.6587325073779 33102.882902726531 1079.6807376183569 21.236073523759842 557.89443846046925 346.45627860201057 8877.0930117785465 695.54580676497426 147.57573013007641 1886.9417493492365 2185.7485160380602 221.37412877380848 34.49343603849411 4604.8538499623537 16.689925134181976 22.858071058988571 47.962059304118156 1044.0621606372297 1541.6690171773662 48306.350859468803 611.18338821455836 146.1441852748394 180.59247549436986 3700.2103213164955 44.172229900956154 41.37820440530777 1703.6761192753911 3168.0133708193898 1079.6199951320887 leaf_count=243 877505 7441 145602 5085 90 2504 2112 43398 3533 617 7787 8947 887 148 18879 83 121 195 4437 10816 225807 2526 694 1004 15832 186 167 7140 13293 4376 internal_value=6.95515e-06 -8.90556e-05 -8.57713e-05 0.001327 0.00352664 -0.000119703 -0.000374905 -0.000928165 0.0021441 -0.00110557 -0.00178083 -0.000388485 0.00121307 -0.00305527 -0.00317247 -0.00242947 -0.00262569 0.00873008 9.46901e-05 -7.17544e-05 9.6667e-06 -0.00240435 0.000901758 -0.0003765 -0.00101456 0.0018194 -0.0100406 0.0019858 0.00101759 -0.00286881 internal_weight=322589 117089 117061 2745.58 1100.92 114315 52190.5 19087.6 1042 18045.6 9168.5 4381.57 2455.08 4786.92 4752.43 1926.49 1909.8 269.336 62125 51503.3 50459.2 2152.85 10621.7 4438.7 3880.8 6183 85.5504 6097.45 4393.78 1225.76 internal_count=1411455 533950 533707 12616 5175 521091 232309 86707 5645 81062 37664 18020 10029 19644 19496 7991 7908 1082 288782 243586 239149 13342 45196 19340 16836 25856 353 25503 18363 5070 is_linear=0 shrinkage=0.03 Tree=999 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 2 2 0 0 0 1 2 2 1 1 2 2 0 2 1 2 0 0 2 0 0 0 1 0 2 split_gain=1.77131 5.60414 10.1417 7.51594 9.20321 15.8501 11.5857 8.11119 14.704 7.31563 13.2257 6.8156 7.19469 7.16746 10.9555 6.0945 14.8547 10.4067 16.0083 8.89297 9.11609 8.2773 12.9208 7.86657 14.6181 19.7419 15.4717 15.0506 15.0548 14.1461 threshold=25.500000000000004 -7.4999999999999991 -2.4999999999999996 431.66661071777349 736.05068969726574 971.01849365234386 558.56738281250011 19.500000000000004 14.500000000000002 21.500000000000004 -25.499999999999996 13264.737792968752 61082.773437500007 -23.499999999999996 -19.499999999999996 7882.7980957031259 3455.044799804688 4.5000000000000009 7700.5261230468759 5.5000000000000009 7188.3642578125009 4.5000000000000009 7.5000000000000009 8598.4760742187518 21.500000000000004 15.500000000000002 22.500000000000004 1.5000000000000002 6.5000000000000009 8430.8989257812518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 6 7 -5 8 -6 -7 -11 13 -13 -12 -15 16 21 18 -18 20 -19 -4 -23 24 25 27 -26 28 29 -17 right_child=-2 2 15 4 5 9 -8 -9 -10 10 11 12 -14 14 -16 23 17 19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.012892765693964095 5.9809908660459324e-05 0.0010149788108134512 -0.0039356207574268399 0.00016831170979855127 0.019711034664509609 -0.00081244726658008851 -0.014629789367525818 0.024227796976208263 -0.0047050239923364994 0.010181498288520866 -0.022045236055724032 -0.012099385753878835 0.0033537677963566396 0.017949778642212262 -0.0036682324789744729 -0.0052046321710692515 0.0017285916615341103 -0.0019634516115155237 -0.022856599241551503 0.0020737972637744672 0.00017388822724987972 0.0021235761338764458 -0.00013984619959318429 1.3533598947380215e-05 0.01018865983521515 -0.0014807848317987687 1.9764993979273319e-05 -0.0092773101253764267 0.012248242107216012 0.014847129062955843 leaf_weight=32.889908988028765 205500.13909003977 7480.6329262875952 483.25103649497032 87.54972916841507 37.929966572672129 2152.2527073422098 104.3929231762886 26.656467288732529 53.523733377456665 47.483888685703278 15.75733135640621 201.39663803577423 31.334488317370415 24.050981104373932 171.8472375869751 112.99263838678598 1366.5274320708122 10533.464384764433 24.259625807404518 622.40032570064068 2165.1570582985878 2439.5655088946223 32631.468712355942 54059.325045592152 329.6625409424305 1271.3163277953863 227.64395917952061 53.036610007286072 252.19152027368546 43.992892906069756 leaf_count=193 877505 37047 2534 422 226 14006 502 157 272 288 90 828 127 130 847 557 10827 43618 116 2730 8873 11837 141369 247371 1362 5187 937 221 1055 221 internal_value=6.74724e-06 -8.63858e-05 -5.28034e-05 -0.00136913 -0.00152792 -0.00108652 -0.00788001 0.00966586 0.00542141 -0.00156682 -0.00486768 -0.00647573 -0.0100188 -0.00257985 -0.00101413 -0.000127723 -0.000367877 -0.00116961 0.00129975 -0.00142742 -0.00159903 -3.61328e-05 1.7599e-05 8.65009e-05 0.00180839 0.000449604 0.00603495 0.00575913 0.00770812 0.00041458 internal_weight=322584 117084 114097 2987.07 2954.18 2762.23 191.943 118.11 91.4537 2644.12 491.871 444.387 232.731 211.656 195.898 106616 50266.1 14711.8 1390.79 13321 12698.6 35554.3 35071 56350.2 2290.84 1733.53 557.307 462.214 409.177 156.986 internal_count=1411455 533950 515862 18088 17895 16971 924 655 498 16316 2310 2022 955 1067 977 478815 221904 66164 10943 55221 52491 155740 153206 256911 9540 7241 2299 2054 1833 778 is_linear=0 shrinkage=0.03 Tree=1000 num_leaves=31 num_cat=0 split_feature=2 1 0 0 2 2 0 0 2 1 0 1 0 0 1 2 2 0 0 2 2 2 1 0 0 0 2 0 1 0 split_gain=2.25713 3.65884 4.67028 4.74095 7.07391 5.56314 5.08128 5.89175 9.51046 4.51053 4.3629 7.99446 7.96745 7.91418 7.12103 4.32455 4.14391 7.93327 8.47589 9.71843 5.76254 8.31512 6.57399 5.65299 8.31119 6.34453 6.11495 4.52006 6.01426 4.39899 threshold=169.44351196289065 1.5000000000000002 50.500000000000007 68.500000000000014 134.73744964599612 151.73783874511722 62.500000000000007 59.500000000000007 87.470542907714858 3.5000000000000004 36.500000000000007 -1.4999999999999998 34.500000000000007 35.500000000000007 1.0000000180025095e-35 112.33882141113283 134.73744964599612 26.500000000000004 28.500000000000004 156.82556152343753 151.73783874511722 142.00050354003909 1.0000000180025095e-35 24.500000000000004 21.500000000000004 27.500000000000004 67.829120635986342 17.500000000000004 1.0000000180025095e-35 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 -3 6 -5 -6 7 -4 -9 15 11 13 16 -1 -14 -8 23 -18 -19 20 21 22 -20 24 26 -25 29 28 -28 -13 right_child=-2 2 3 4 5 -7 9 8 -10 -11 -12 12 14 -15 -16 -17 17 18 19 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.001320038892218292 1.9166198758288774e-05 -0.00036742779348959269 -0.0036593651736337579 0.014996884546868034 -0.014930998899252656 0.012218409235323793 0.00088561118808819423 0.02147226111085615 -0.0046070772917057969 -0.022425545078378649 8.247745373058532e-05 -0.0048796113810461528 -0.0015883016912248814 0.019004890590717839 -0.01441950711077998 -0.018712494230547948 0.0015743606335224833 -0.010998712834921879 4.0146546047592598e-05 0.022054296964288851 -0.021986270149715142 0.007856088266385659 -0.015723910630990014 0.012210670593330749 -0.023214495348745642 0.00038468490682311133 0.01645695241105001 0.016167035891868541 -0.011432598059060778 -0.033675165560918735 leaf_weight=244.08963884785771 309204.21730764839 1425.9991341531277 760.07477852702141 31.149168647825718 19.424040496349338 10.44554493576288 28.791172310709953 22.470960035920143 28.605563148856163 22.802625238895416 9572.6896987706423 13.118564866483213 67.438546940684319 25.117899395525455 92.07412414252758 15.637051314115523 174.8720196634531 171.71981975436211 52.143622756004333 14.329281851649283 14.186687454581259 50.762109786272049 43.814139023423195 46.243570521473885 20.726162269711494 348.69252061843872 10.156360991299151 17.836848691105843 22.104310788214207 7.5069459453225127 leaf_count=1104 1353170 7032 3744 144 107 59 128 98 143 119 40198 134 292 132 379 73 767 750 209 59 61 211 194 197 101 1448 116 82 142 56 internal_value=2.66157e-06 -0.000378893 -0.00144938 -0.00309176 0.00499434 -0.00543671 -0.00365348 -0.00299658 0.00686645 -0.0115791 -0.000148901 -0.00169032 -0.00276473 0.00297009 -0.00899475 -0.00601218 -0.00177906 -0.00363591 -0.00626199 -0.0016203 -0.0037286 -0.00196323 -0.00715769 0.000213093 -0.00650806 0.0017694 -0.00161205 0.00404814 -0.00265236 -0.0153602 internal_weight=322579 13375 2365.4 939.401 61.0188 29.8696 878.382 811.151 51.0765 67.2308 11009.6 1436.93 1167.73 269.208 159.513 44.4282 1008.21 521.828 346.956 175.236 160.907 146.72 95.9578 486.385 91.4492 394.936 70.723 50.0975 32.2607 20.6255 internal_count=1411449 58279 11647 4615 310 166 4305 3985 241 320 46632 6434 5198 1236 671 201 4527 2251 1484 734 675 614 403 2276 631 1645 530 340 258 190 is_linear=0 shrinkage=0.03 Tree=1001 num_leaves=31 num_cat=0 split_feature=2 1 0 0 2 1 0 0 2 1 0 1 0 0 1 2 1 1 3 0 3 1 2 0 2 1 2 0 0 2 split_gain=2.12458 3.44609 4.40534 4.46468 6.63237 5.36456 4.82019 5.54613 8.90288 4.32381 4.11037 7.53159 7.53401 7.50663 6.73281 4.10664 4.07364 3.94649 8.06585 8.07724 5.9639 7.32413 7.10072 7.94396 5.35097 4.51851 3.9041 7.48227 7.99928 9.1317 threshold=169.44351196289065 1.5000000000000002 50.500000000000007 68.500000000000014 134.73744964599612 2.5000000000000004 62.500000000000007 59.500000000000007 87.470542907714858 3.5000000000000004 36.500000000000007 -1.4999999999999998 35.500000000000007 34.500000000000007 1.0000000180025095e-35 112.33882141113283 2.5000000000000004 -2.4999999999999996 1.1054999828338625 48.500000000000007 1.1510000228881838 -3.4999999999999996 67.829120635986342 59.500000000000007 145.14741516113284 -5.4999999999999991 134.73744964599612 26.500000000000004 28.500000000000004 156.82556152343753 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 10 -3 6 -5 -6 7 -4 -9 15 11 12 -1 26 -15 -8 -10 18 19 -12 21 25 23 -22 -21 -20 -13 -28 -29 -30 right_child=-2 2 3 4 5 -7 9 8 16 -11 17 13 -14 14 -16 -17 -18 -19 20 24 22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.0012809173691775866 1.859123364260806e-05 -0.00035645358415658526 -0.003554753420926939 0.014491737557592956 0.0065544795203438767 -0.018974869867255256 0.00085886152532244162 0.020734328594545194 -0.014850012746765154 -0.02197639596590981 0.0092060321631872444 0.00020679637167746702 0.018608570834028268 -0.0015399845356725073 -0.014021377517563204 -0.018282439338050252 0.007903050616180218 0.00029559466667245681 -0.0088068795617854308 0.0020633575045002225 -0.00099603180252031201 -0.016297830455692542 -0.0032057011876066603 0.029662720608123933 -0.0052762892264466444 0.0045169240849876214 0.0015269441786177086 -0.010693297998688869 -0.0036230358764597309 0.021346915842487157 leaf_weight=243.99973614513874 309204.07400809845 1425.807392578572 758.98627204447985 31.266084134578705 15.967121891677381 13.819463424384592 28.797143280506134 22.571015074849129 15.534983471035959 22.57409405708313 92.788964152336121 485.90980030223727 24.886802740395069 67.46739436686039 91.851281598210335 15.526427388191221 13.014779344201086 8507.0372554808855 57.056628353893757 241.02109391242266 18.491522148251537 68.858299911022186 394.15407426655293 12.921237319707869 142.10605777800083 38.274611353874207 174.89288549125195 171.33160221576691 160.64875869452953 14.359517574310301 leaf_count=1104 1353170 7032 3744 144 84 82 128 98 72 119 406 2276 132 292 379 73 71 35497 267 1079 91 279 1736 66 618 159 767 750 675 59 internal_value=2.58034e-06 -0.000367646 -0.00140692 -0.00300359 0.00484063 -0.00528984 -0.00354967 -0.00291054 0.00665398 -0.0112893 -0.000144472 -0.00164155 0.00288468 -0.00268491 -0.00873583 -0.00584628 -0.00447773 8.0003e-05 -0.00164102 0.00126438 -0.00398559 -0.00884251 -0.00211172 0.0116151 -0.000658998 -0.0034575 -0.00172773 -0.00353115 -0.00608537 -0.00157424 internal_weight=322576 13371.9 2363.86 938.057 61.0527 29.7866 877.005 810.107 51.1208 66.8977 11008.1 1435.35 268.887 1166.46 159.319 44.3236 28.5498 9572.71 1065.67 475.916 589.756 164.19 425.567 31.4128 383.127 95.3312 1007.14 521.233 346.34 175.008 internal_count=1411449 58279 11647 4615 310 166 4305 3985 241 320 46632 6434 1236 5198 671 201 143 40198 4701 2103 2598 705 1893 157 1697 426 4527 2251 1484 734 is_linear=0 shrinkage=0.03 Tree=1002 num_leaves=31 num_cat=0 split_feature=2 1 0 0 2 2 0 0 2 1 2 0 1 0 0 1 1 3 2 0 1 0 2 2 1 0 0 1 2 0 split_gain=1.99943 3.24597 4.15532 4.20464 6.21988 5.24401 4.57235 5.21979 8.33832 4.14435 3.89958 3.87029 7.09209 7.17144 7.07591 6.36599 3.84901 3.81494 6.94744 16.2556 7.76261 7.47318 9.17674 4.98194 5.59733 8.33448 11.0994 4.49981 4.42898 8.30075 threshold=169.44351196289065 1.5000000000000002 50.500000000000007 68.500000000000014 134.73744964599612 151.73783874511722 62.500000000000007 59.500000000000007 87.470542907714858 3.5000000000000004 112.33882141113283 36.500000000000007 -1.4999999999999998 35.500000000000007 34.500000000000007 1.0000000180025095e-35 2.5000000000000004 1.4100000262260439 112.33882141113283 68.500000000000014 -2.4999999999999996 70.500000000000014 156.82556152343753 87.470542907714858 1.0000000180025095e-35 72.500000000000014 64.500000000000014 -1.4999999999999998 156.82556152343753 40.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 11 -3 6 -5 -6 7 -4 -9 10 -8 12 13 -1 -14 -16 -10 -13 23 20 -20 -21 -23 -19 -25 26 -26 -24 -22 -30 right_child=-2 2 3 4 5 -7 9 8 16 -11 -12 17 14 -15 15 -17 -18 18 19 21 28 22 27 24 25 -27 -28 -29 29 -31 leaf_value=0.0012429416650678242 1.8033522049226851e-05 -0.00034580589383782404 -0.0034530066686927576 0.014006625278271092 -0.014465693603967824 0.011913201073865492 0.00083292618107875908 0.020028708294574614 -0.014485696694281947 -0.021535685182679207 -0.017861912856094706 -0.0001689759954311951 -0.0016766467024397595 0.018219392017954621 -0.0014931575829755263 -0.013634649291171429 0.0076359200571501683 0.0023454285183048284 -0.0052290736385963684 -0.0097735639987732974 0.011945655665810599 0.0081637553363133886 -0.021761304303798249 0.0007784719359306961 -0.0069880174312638354 -0.030193829350825565 0.014914462513289969 -0.0025070943774839574 0.014465008835513738 -0.0092660119291235014 leaf_weight=243.91235591471195 309203.93488058547 1425.6213267892599 757.92647355049849 31.376775830984116 19.204527631402019 10.485903471708296 28.802926853299141 22.663765072822571 15.449236005544664 22.348423331975937 15.416888013482092 8185.2744129002094 1006.7361379787326 24.659332975745201 67.495300903916359 91.626272633671761 13.065195217728613 388.63079836219549 32.963417880237103 74.629727452993393 231.06939840316772 86.213843114674091 14.360081210732458 249.53218622505665 176.08960627019405 11.946814790368078 23.61641700565815 45.655235782265663 25.956052079796791 27.132413953542709 leaf_count=1104 1353170 7032 3744 144 107 59 128 98 72 119 73 34136 4527 132 292 379 71 1703 149 317 985 379 58 1115 742 95 102 199 105 113 internal_value=2.50249e-06 -0.000356683 -0.00136571 -0.00291789 0.00469313 -0.00514934 -0.00344866 -0.00282686 0.00644606 -0.0110063 -0.00568488 -0.000140132 -0.00159336 0.00280166 -0.00260582 -0.00848454 -0.00434966 7.76199e-05 0.00153205 0.00419983 0.00855178 -0.00204894 0.00189342 -0.000156801 -0.00226538 -0.00585398 -0.00439792 -0.00711412 0.0101504 0.00233658 internal_weight=322574 13369.9 2362.36 936.74 61.0672 29.6904 875.673 809.105 51.1782 66.5682 44.2198 11007.5 1434.43 268.572 1165.86 159.122 28.5144 9573.07 1387.8 537.98 317.121 220.859 146.229 849.816 461.185 211.653 199.706 60.0153 284.158 53.0885 internal_count=1411449 58279 11647 4615 310 166 4305 3985 241 320 201 46632 6434 1236 5198 671 143 40198 6062 2305 1352 953 636 3757 2054 939 844 257 1203 218 is_linear=0 shrinkage=0.03 Tree=1003 num_leaves=31 num_cat=0 split_feature=2 3 3 2 2 2 2 1 1 2 0 0 0 1 2 2 1 0 2 0 0 1 1 0 0 2 1 1 1 2 split_gain=1.93425 4.56719 15.3933 9.93991 14.262 12.0118 8.39728 9.02645 6.00919 5.68421 23.8718 33.5888 30.0842 16.3114 16.1254 14.6887 12.9819 9.97003 31.1963 18.6516 13.5944 21.4142 14.1212 13.1183 11.2805 19.3941 10.6879 10.0729 9.81098 9.3354 threshold=2871.6833496093755 14.476500034332277 17.333499908447269 2343.383422851563 2680.677124023438 2726.1987304687505 2192.347534179688 -2.4999999999999996 -4.4999999999999991 2047.524841308594 39.500000000000007 20.500000000000004 14.500000000000002 -1.4999999999999998 2602.8994140625005 2102.052612304688 1.5000000000000002 47.500000000000007 2292.840698242188 46.500000000000007 45.500000000000007 -3.4999999999999996 2.5000000000000004 41.500000000000007 43.500000000000007 2554.751831054688 -2.4999999999999996 -7.4999999999999991 9.5000000000000018 2343.383422851563 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 6 -5 -6 7 8 -3 -1 11 12 16 14 -14 -13 29 18 19 27 21 -20 24 -24 25 -23 -21 -12 -17 -11 right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 17 15 13 -15 -16 28 -18 -19 20 26 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.2361580427931645e-05 6.6393690978730694e-05 0.00087951389590790066 -0.0016796274075370436 0.021001296598623025 -0.0088399062407986794 0.009918334153484424 -0.0085449643487381689 0.0041999434869001767 -0.032544702113399764 0.001983816153305062 0.013054277472675775 0.0043789142671844822 0.021221577942485217 0.0031463436239120685 -0.0047410113849020233 -0.0057884915659218066 -0.010686116710026776 -0.00058565686443178878 0.0080636890922150713 0.0039483964023122485 0.0047592983521777153 -0.0037046957855410285 -0.0030126689403340442 0.0077677089504391283 -0.003841334557123596 0.0039989185064565379 -0.013858775455251075 -0.0021010871691994957 0.0065795846024991195 -0.0039039028591706156 leaf_weight=118273.07911320031 183465.62184207077 9.2434021607041377 720.09228807501495 69.620405606925488 42.912931710481644 108.15864719077945 57.74347522854805 537.35457266122103 10.164337791502474 424.93780206143856 41.275525137782097 145.02242587506771 92.376049391925335 646.75882096588612 28.073976933956146 2223.1315230950713 155.99917481839657 9613.3068119585514 346.4619940072298 36.080136239528656 1324.8785367757082 504.39194808900356 143.04298911988735 350.56002230942249 778.90498296916485 705.52160295844078 190.50639276206493 902.1998838186264 59.261968970298767 564.13870704174042 leaf_count=509109 813259 67 3816 337 199 492 291 2752 61 1931 291 606 437 2663 125 9300 799 39792 2009 186 5559 2062 576 1412 3167 2921 772 3714 269 2475 internal_value=2.42624e-06 -8.19403e-05 0.00153464 0.00430593 0.00976712 0.00458993 0.00234461 0.003474 -0.0166256 -0.000100219 -0.000577915 -0.00253653 0.000437081 0.00503408 0.0151703 -0.00487911 -0.00264294 -8.8754e-06 0.00103263 -0.00329427 0.00225146 0.00107694 0.000101827 0.00464362 -0.0010254 0.000787415 -0.0110233 -0.00143806 -0.00546736 -0.00137436 internal_weight=322571 139105 1555.29 835.198 220.692 151.072 614.506 556.762 19.4077 137550 19276.8 4339.7 1912.28 767.209 120.45 2427.42 1145.08 14937.1 5323.82 1170.06 4153.76 2828.88 2482.42 493.603 1988.82 1209.91 226.587 943.475 2282.39 989.077 internal_count=1411449 598190 8015 4199 1028 691 3171 2880 128 590175 81066 18605 8430 3225 562 10175 5205 62461 22669 4963 17706 12147 10138 1988 8150 4983 958 4005 9569 4406 is_linear=0 shrinkage=0.03 Tree=1004 num_leaves=31 num_cat=0 split_feature=2 1 0 0 2 1 0 0 2 1 2 0 0 1 0 0 1 2 0 0 2 2 2 1 0 0 0 2 2 0 split_gain=1.8744 3.05698 3.91925 3.95963 5.83417 5.08741 4.33702 4.91292 7.81234 3.97191 3.70283 3.73273 3.64478 6.6781 6.82548 6.67034 6.0194 3.67652 7.05389 7.56049 8.58127 5.46475 7.83734 6.24646 5.34794 7.84866 5.97199 5.79996 4.3762 4.26012 threshold=169.44351196289065 1.5000000000000002 50.500000000000007 68.500000000000014 134.73744964599612 2.5000000000000004 62.500000000000007 59.500000000000007 87.470542907714858 3.5000000000000004 112.33882141113283 64.500000000000014 36.500000000000007 -1.4999999999999998 35.500000000000007 34.500000000000007 1.0000000180025095e-35 134.73744964599612 26.500000000000004 28.500000000000004 156.82556152343753 151.73783874511722 142.00050354003909 1.0000000180025095e-35 24.500000000000004 21.500000000000004 27.500000000000004 67.829120635986342 112.33882141113283 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 -3 6 -5 -6 7 -4 -9 10 11 -8 13 14 -1 17 -17 24 -19 -20 21 22 23 -21 25 27 -26 -15 -27 -29 right_child=-2 2 3 4 5 -7 9 8 -10 -11 -12 -13 -14 15 -16 16 -18 18 19 20 -22 -23 -24 -25 26 28 -28 29 -30 -31 leaf_value=0.0012068125172972099 1.7391808010264135e-05 -0.00033481618970820394 -0.0033534114746138679 0.013541230648507131 0.0064710487004254625 -0.018478842650108653 -0.0091330738482150644 0.019354075549855906 -0.0042247123404031616 -0.021102638852854284 -0.017450070615987991 0.012538441000580708 7.5954185496202015e-05 -0.014955486146196368 0.017837612973178603 -0.0014470956355121468 -0.013258286013780934 0.0015321255993317009 -0.010349002567598192 0.00019857832055640866 0.020722009907413273 -0.021306077959313267 0.007778552710536759 -0.015194653525788627 0.011893106859987467 -0.0085839636771276786 0.0004179066874468513 -0.0025451689894129994 -0.036218687505765707 0.015759336190098183 leaf_weight=243.82946920767426 309199.20582300815 1425.4294395707548 756.88807643204927 31.48142896592617 15.985130280256273 13.624410226941107 15.592906549572946 22.749597072601318 28.478185161948204 22.125525251030922 15.308394536375998 13.215471252799032 9572.3184385821223 20.528350159525871 24.435849137604237 67.522704765200615 91.399303257465363 174.89061087369919 170.88475768268108 52.154931485652924 14.383744925260542 14.095828667283056 50.771945610642433 43.525640860199928 46.22825875878334 10.185552790760994 348.69634974002838 32.041247181594372 10.44728872179985 17.800517067313194 leaf_count=1104 1353170 7032 3744 144 84 82 70 98 143 119 73 58 40198 190 132 292 379 767 750 209 59 61 211 194 197 53 1448 258 48 82 internal_value=2.35551e-06 -0.000345457 -0.00132502 -0.00283388 0.00455017 -0.00500929 -0.0033498 -0.00274487 0.00624632 -0.0107295 -0.0055272 0.000808454 -0.000135336 -0.00154592 0.00272168 -0.00252816 -0.00823995 -0.00162641 -0.00337784 -0.00586097 -0.00147677 -0.00346559 -0.00174847 -0.00680389 0.000250373 -0.00630592 0.00176115 -0.00153528 -0.0225766 0.00399211 internal_weight=322566 13367 2360.88 935.449 61.091 29.6095 874.358 808.116 51.2278 66.2423 44.1168 28.8084 11006.1 1433.82 268.265 1165.56 158.922 1006.64 520.707 345.817 174.932 160.548 146.453 95.6806 485.928 91.003 394.925 70.3701 20.6328 49.8418 internal_count=1411449 58279 11647 4615 310 166 4305 3985 241 320 201 128 46632 6434 1236 5198 671 4527 2251 1484 734 675 614 403 2276 631 1645 530 101 340 is_linear=0 shrinkage=0.03 Tree=1005 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 2 0 1 0 0 3 2 2 0 0 0 0 1 0 2 0 2 1 2 0 2 1 2 split_gain=2.09294 8.64767 11.433 22.1415 9.94337 9.49747 11.8481 10.5227 8.39853 7.74043 7.80486 7.71145 7.70254 7.48526 10.4604 7.41768 17.5674 12.9856 7.34765 7.07812 7.0596 8.80541 7.35648 25.4151 11.3514 9.88039 13.36 10.4405 8.27199 8.01562 threshold=-3.4999999999999996 2102.052612304688 6113.6403808593759 44.500000000000007 2343.383422851563 45.500000000000007 31.500000000000004 1395.3037719726565 2.5000000000000004 -5.4999999999999991 65.500000000000014 76.500000000000014 1.1054999828338625 134.73744964599612 145.14741516113284 84.500000000000014 76.500000000000014 74.500000000000014 75.500000000000014 -11.499999999999998 14.500000000000002 4605.4538574218759 35.500000000000007 3991.455688476563 -14.499999999999998 3527.054809570313 19.500000000000004 2983.330444335938 -4.4999999999999991 5975.3146972656259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 8 12 6 -1 -8 -3 10 -7 -4 -5 -11 -15 16 17 -6 -19 -13 21 -10 25 24 -24 26 27 -22 -26 -25 right_child=-2 2 11 4 15 9 7 -9 20 13 -12 19 -14 14 -16 -17 -18 18 -20 -21 22 -23 23 29 28 -27 -28 -29 -30 -31 leaf_value=8.4126150308502882e-05 3.1025787719550058e-05 0.024260180749578697 -0.00014839990972711616 -0.00087228715615851994 -0.0016827744608973649 0.0015063579391314827 -0.0022979279635282823 -0.0094449600479043876 -0.0021471943507080662 -0.012031819594802535 0.0078493361812169912 0.023372037661509932 0.0080160141654478326 0.011291507277614949 -0.0010237504472760087 0.015845838748477604 -0.020439666646520652 0.027495928451500836 0.0020001433187404271 0.0036762686428040269 0.022763336969612039 0.009073247801969218 -0.0080692270274111081 -0.009938985522405696 0.0054223353133964593 0.0056866524081595786 -0.002280057037646277 -0.0093103782079816955 -5.7257173622662848e-05 0.013697981048256805 leaf_weight=2413.1945614796132 301155.41616405139 16.755474108736962 7919.5882069295621 162.04757779836655 1757.1577768474817 1227.8482271879911 1901.9515586569905 205.42861661314964 409.22071751952171 51.448115810751915 203.53136672079563 17.5075673609972 191.38047893345356 65.69842155277729 1124.9333543479443 21.808603003621101 44.194075345993042 21.505250453948975 19.305761441588402 264.73618680238724 36.312021300196648 74.389192014932632 74.034595854580402 180.14698578417301 961.18710868060589 1585.8815308436751 298.14351821690798 12.203931361436842 334.13872995972633 13.909015044569967 leaf_count=11522 1306151 405 40486 817 8046 6086 8383 1003 2137 223 923 101 947 278 4794 95 188 96 84 1286 187 376 474 782 5230 8083 1485 60 1548 57 internal_value=5.14895e-05 0.000336676 0.000760629 0.00173129 -0.000672842 -0.000512851 -0.00135111 -0.00299462 0.00306524 0.000904571 0.00240828 2.52581e-05 0.00394071 -0.000828313 -0.000344201 -0.00154762 -0.00175353 -0.00129423 0.0154351 0.004898 0.002976 -0.000421259 0.00344596 0.00191593 0.00335583 0.00468375 9.57001e-05 0.0146954 0.00400883 -0.0082448 internal_weight=322765 21609.6 14415.6 6213.72 2217.4 7194.03 4520.57 2107.38 3996.32 2673.46 1431.38 8201.83 353.428 1242.08 1190.63 1863.97 1842.16 1797.97 40.811 282.244 3979.57 483.61 3495.96 1563.42 1369.36 1932.54 346.659 48.516 1295.33 194.056 internal_count=1412333 106182 72970 31097 10273 33212 20908 9386 20824 12304 7009 41873 1764 5295 5072 8509 8414 8226 180 1387 20419 2513 17906 8091 7252 9815 1732 247 6778 839 is_linear=0 shrinkage=0.03 Tree=1006 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 2 0 1 0 3 0 2 2 0 0 0 0 0 1 0 2 0 2 1 2 0 2 2 split_gain=1.97086 8.14021 10.7751 20.8781 9.36271 8.93385 11.1326 9.83831 8.10637 7.2896 7.37189 7.27881 7.27104 7.01972 9.86588 7.00397 16.4384 12.2698 7.01682 6.86564 6.77065 6.66318 8.30903 6.94789 23.9225 10.6727 9.33907 12.6961 10.6361 7.96177 threshold=-3.4999999999999996 2102.052612304688 6113.6403808593759 44.500000000000007 2343.383422851563 45.500000000000007 31.500000000000004 1395.3037719726565 2.5000000000000004 -5.4999999999999991 65.500000000000014 1.1054999828338625 76.500000000000014 134.73744964599612 145.14741516113284 84.500000000000014 76.500000000000014 74.500000000000014 75.500000000000014 44.500000000000007 -11.499999999999998 14.500000000000002 4605.4538574218759 35.500000000000007 3991.455688476563 -14.499999999999998 3527.054809570313 17.500000000000004 2243.352905273438 4706.8647460937509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 8 11 6 -1 -8 -3 10 -7 -5 -4 -11 -15 16 17 -6 -19 -9 -14 22 -10 26 25 -25 27 -23 -29 -28 right_child=-2 2 12 4 15 9 7 19 21 13 -12 -13 20 14 -16 -17 -18 18 -20 -21 -22 23 -24 24 -26 -27 29 28 -30 -31 leaf_value=8.1604964083875286e-05 3.0095024216924722e-05 0.02400854640321945 -0.00014394204661445943 -0.00084579806442581238 -0.001631442176168876 0.0014620653169305183 -0.0022275971303522585 -0.011329984076690145 -0.0020808008738244514 -0.011636304024145453 0.0076336153297143737 0.0077997693046614894 0.022940687111035949 0.010982249536010466 -0.00099280358135344911 0.01543803409100917 -0.019732678636518765 0.026912575539276718 0.0019412329327349398 0.0044708238332169734 0.003571040556338815 0.019971432496166921 0.008836063515602002 -0.0077891570998634523 -0.0079922332283441019 0.0038963814085558098 0.0072276886019866267 0.013813221511099661 -0.003510829896439362 0.0028613954277650353 leaf_weight=2413.1183367632329 301155.43810428155 16.428129928652197 7919.9061190598877 162.10802364349365 1758.0584174841642 1227.1054442077875 1903.1227850839496 177.45213876664639 409.60372384637594 51.598580211400986 203.01252909004688 190.79483518004417 17.304753929376602 65.524693697690964 1125.1947613656521 21.714591652154922 44.400914937257767 21.315152317285538 19.29504519701004 28.760692656040192 264.36678149551153 26.690775871276855 74.0988949239254 74.390190854668617 194.18070089817047 1292.7820501253009 966.94668696820736 35.930570498108864 283.9901350364089 614.86225878447294 leaf_count=11522 1306151 405 40486 817 8046 6086 8383 852 2137 223 923 947 101 278 4794 95 188 96 84 151 1286 136 376 474 839 6778 4978 173 1423 3105 internal_value=4.99506e-05 0.000326732 0.000738227 0.0016812 -0.000652456 -0.000497366 -0.00131 -0.00290202 0.0029783 0.000877822 0.00233815 0.00382838 2.45124e-05 -0.000803261 -0.000333822 -0.00150043 -0.0017 -0.00125486 0.015048 -0.00912623 0.00476103 0.00289135 -0.000408435 0.00334872 0.00186108 0.00326055 0.0045532 9.32713e-05 -0.00156515 0.00553047 internal_weight=322759 21604.1 14409.2 6207.59 2217.69 7194.89 4522.45 2109.34 3989.9 2672.44 1430.12 352.903 8201.58 1242.32 1190.72 1864.78 1843.07 1798.67 40.6102 206.213 281.672 3973.48 483.703 3489.77 1561.35 1367.17 1928.42 346.611 319.921 1581.81 internal_count=1412333 106182 72970 31097 10273 33212 20908 9386 20824 12304 7009 1764 41873 5295 5072 8509 8414 8226 180 1003 1387 20419 2513 17906 8091 7252 9815 1732 1596 8083 is_linear=0 shrinkage=0.03 Tree=1007 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 0 2 0 2 0 1 0 0 0 0 2 0 0 0 0 2 2 1 0 0 2 0 0 split_gain=1.85586 7.66234 10.1542 19.6848 8.91861 15.5387 8.40374 10.4924 9.43909 8.19792 9.71286 7.82251 6.86489 6.96248 6.8555 6.80429 14.2756 7.60384 6.70722 12.8638 14.1022 6.60411 6.58429 9.30502 6.47597 6.46248 6.42225 6.41418 7.42094 6.3812 threshold=-3.4999999999999996 2102.052612304688 6113.6403808593759 44.500000000000007 2471.414184570313 47.500000000000007 45.500000000000007 28.500000000000004 1395.3037719726565 56.500000000000007 2192.347534179688 2.5000000000000004 -5.4999999999999991 65.500000000000014 76.500000000000014 11.500000000000002 14.500000000000002 1209.7733154296877 85.500000000000014 76.500000000000014 74.500000000000014 54.500000000000007 134.73744964599612 145.14741516113284 -11.499999999999998 70.500000000000014 46.500000000000007 3827.336303710938 45.500000000000007 75.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 11 5 -5 7 15 -9 10 -7 -3 13 26 -4 -1 -17 -18 19 20 27 -12 -14 -24 -16 -11 -8 -6 -29 -22 right_child=-2 2 14 4 18 9 12 8 -10 25 21 -13 22 -15 24 16 17 -19 -20 -21 29 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0049635735458790388 2.9192153260240281e-05 0.023756754603411701 -0.00013961827609653056 0.011520794501806956 -0.0029315958465999125 0.005863432437340753 0.0097650894341409569 -0.0019768109068358766 -0.0082374331151196158 0.012898204029898818 -0.0039189376616152287 0.0028089032150889546 -0.011255597017536657 0.0074234871040715052 0.022516553412937089 0.0077449485828560505 -0.00082906347276329715 0.0059295994124079548 0.017331383122268573 -0.01710505325276597 0.028224476538574166 -0.021351242513474415 0.010681300085244665 -0.00096279953498858378 0.0034687018802585846 -0.010306627744814018 0.00085434456075604624 -0.02148602934828351 0.0024069743773963235 0.0038817143177533506 leaf_weight=198.16733061522245 301155.45947585651 16.109029302257113 7920.2144331546151 135.34444746375084 1210.8853502869606 94.715511277318001 77.720393151044846 2237.6577082052827 239.98412591218948 61.020509272813797 213.7855271473527 3967.6739269345999 51.741304695606232 202.50403836369514 17.104846954345703 237.93365493416786 1443.3380674496293 167.16590367257595 16.483301728963852 48.612762346863747 19.993976250290871 21.528673395514488 65.352401599287987 1125.447806507349 264.00706945359707 13.124801963567732 1148.6634879261255 12.102064147591589 351.53515860438347 18.809444934129715 leaf_count=1106 1306151 405 40486 762 5508 464 403 9858 1155 270 1071 20419 223 923 101 1252 6729 808 73 205 91 95 278 4794 1286 57 5683 49 1546 82 internal_value=4.84575e-05 0.000317078 0.000716468 0.00163248 -0.000632699 0.00272268 -0.000482349 -0.00127016 -0.00258321 -0.000223506 -0.00224864 0.00289361 0.000851857 0.00227001 2.37885e-05 0.000319443 0.000885825 -0.000127533 -0.00171127 -0.00190013 -0.00144198 -0.0055138 -0.000778977 -0.000323759 0.00462771 0.00879061 0.00141905 -0.00188229 0.0016118 0.0164246 internal_weight=322754 21598.7 14403.1 6201.72 2217.94 539.519 7195.68 4524.25 2477.64 404.175 330.03 3983.78 2671.43 1428.89 8201.33 2046.6 1848.44 1610.5 1678.42 1661.94 1613.33 235.314 1242.54 1190.8 281.112 74.1453 1226.38 1574.52 363.637 38.8034 internal_count=1412333 106182 72970 31097 10273 2719 33212 20908 11013 1957 1630 20824 12304 7009 41873 9895 8789 7537 7554 7481 7276 1166 5295 5072 1387 327 6086 7103 1595 173 is_linear=0 shrinkage=0.03 Tree=1008 num_leaves=31 num_cat=0 split_feature=2 2 3 1 3 2 2 1 3 3 0 1 1 0 3 0 0 1 1 3 2 0 3 0 2 3 1 0 0 0 split_gain=1.81201 8.18608 9.02455 9.66641 11.2217 7.28368 6.42791 7.19773 5.53464 4.933 8.26311 21.3313 4.76958 4.17335 3.59998 4.73153 9.60858 5.77641 3.58549 3.50368 3.47728 11.1234 13.4105 10.6251 10.0275 13.4968 14.2879 9.666 9.43207 17.6475 threshold=215.8664245605469 210.22515869140628 1.3535000085830691 9.5000000000000018 1.469500005245209 207.08887481689456 219.02408599853518 1.0000000180025095e-35 1.469500005245209 1.532000005245209 59.500000000000007 1.0000000180025095e-35 1.5000000000000002 61.500000000000007 1.1054999828338625 54.500000000000007 52.500000000000007 1.0000000180025095e-35 -1.4999999999999998 1.1980000138282778 224.80538177490237 39.500000000000007 1.4100000262260439 61.500000000000007 228.54534149169925 1.532000005245209 1.0000000180025095e-35 37.500000000000007 55.500000000000007 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 12 4 18 -1 7 -2 -9 10 -6 -12 14 -10 -3 16 17 -16 -4 -14 21 -8 28 -24 25 26 -22 -27 29 -23 right_child=6 2 3 -5 9 -7 20 8 13 -11 11 -13 19 -15 15 -17 -18 -19 -20 -21 24 22 23 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.00019206457083981935 5.3897493812875081e-05 -0.0095318687673030551 -0.026862768866444862 0.018979193380611707 0.0067650488277981608 0.0022304650527148985 0.0020474171338330806 0.0091621485847388703 0.0033729903794319852 -0.0051139814615195397 -0.036705162046013325 0.0068654157242000581 0.014411983899246689 -0.0122216423794375 0.0041230203047018278 -0.0066419577238990713 0.018212413676187252 -0.0083990098367016063 -0.011784508705306241 0.002449895643721548 0.00059696757450914979 -0.00081871649088902532 -0.013606083344068423 -0.0011641837337922584 5.4632325754797941e-05 -0.016375580531156581 0.012471731519632351 0.0012676321519351221 -0.0083426751401436683 0.020285946566864114 leaf_weight=24582.489466842264 638.13635239005089 38.073343813419342 16.775825306773186 15.114836819469927 88.230249091982841 1170.1766635403037 441.23138053715229 173.33624696731567 385.70976708829403 447.47256252169609 16.031855344772339 27.391004294157028 34.747541487216949 16.088851436972618 94.139308631420135 63.174791872501373 30.58698733150959 51.180604785680771 92.205863192677498 60.244033366441727 156.27336129546165 237.28245744109154 175.4246548935771 95.349650010466576 292444.83893444313 29.004224166274071 218.97645317018032 766.6511195152998 101.06232768297195 41.965518772602081 leaf_count=106654 2609 153 68 108 374 4953 1857 712 1740 1938 65 120 144 72 394 266 130 208 441 276 650 999 794 437 1281300 124 905 3245 421 176 internal_value=4.70086e-05 -0.000189073 -0.00275354 -0.00475279 -0.00527408 -8.19871e-05 6.84116e-05 0.00224755 0.0046815 -0.00361214 0.00149241 -0.00922098 0.00102431 0.00274855 -0.000964008 0.000400409 0.00292959 -0.000287147 -0.0141055 0.00682558 5.94404e-05 -0.00163007 -0.00412225 -0.00922483 6.57258e-05 0.00283642 0.00752647 0.00062448 -0.000489303 0.0023529 internal_weight=322749 26828 1075.37 703.222 688.107 25752.7 295921 1213.27 575.135 579.126 131.653 43.4229 372.147 401.799 277.155 239.082 175.907 145.32 108.982 94.9916 294708 1092.32 651.085 270.774 293616 1170.91 375.25 795.655 380.31 279.248 internal_count=1412333 116292 4685 3114 3006 111607 1296041 5133 2524 2497 559 185 1571 1812 1151 998 732 602 509 420 1290908 4684 2827 1231 1286224 4924 1555 3369 1596 1175 is_linear=0 shrinkage=0.03 Tree=1009 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 3 0 2 0 2 0 0 2 0 2 0 1 0 0 0 0 1 0 0 0 2 0 2 split_gain=1.75104 7.19349 9.56729 18.5755 11.1197 14.9206 8.03591 8.48596 10.4595 11.749 7.72779 9.13328 7.41998 7.09946 7.85008 6.46359 6.45967 11.4759 6.19371 6.16674 12.4358 12.9709 6.16604 6.15605 6.11014 6.10014 5.98303 10.3586 8.26104 6.78135 threshold=-3.4999999999999996 2102.052612304688 6113.6403808593759 42.500000000000007 2471.414184570313 47.500000000000007 62.500000000000007 1.1980000138282778 28.500000000000004 1006.7319946289064 56.500000000000007 2192.347534179688 2.5000000000000004 14.500000000000002 4605.4538574218759 76.500000000000014 767.85998535156261 11.500000000000002 -11.499999999999998 85.500000000000014 76.500000000000014 74.500000000000014 54.500000000000007 -12.499999999999998 75.500000000000014 70.500000000000014 19.500000000000004 21398.625000000004 1.5000000000000002 6261.4145507812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 12 5 23 7 -1 16 -10 11 -7 -3 14 -14 26 -9 -18 -17 20 21 -6 -13 -5 -23 -12 27 -4 -29 -28 right_child=-2 2 15 4 19 10 -8 8 9 -11 25 22 13 -15 -16 18 17 -19 -20 -21 -22 24 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.0012314065701485208 2.6886113152877425e-05 0.023504178307609522 0.0027622161691500517 0.02613631675170271 -0.0015474616282285711 0.005699536190336617 0.0028204004045358304 -0.0010740788926151253 -0.0016645323721145985 -0.0067929022161094159 0.012555085926503829 -0.0037967123879720857 -0.0021049961908981038 0.0034290555877277483 0.0085292664589421002 0.022098336187840729 -0.0044099764892654592 0.0042159617049179858 0.0033676108102515751 0.016899188803802544 -0.016533066016912019 0.027652014797849803 -0.020598023944798191 0.0080089841803344993 0.0037678587511254039 -0.0099748030180535126 -0.0097366008797546647 0.027172257735145689 -0.00075830340039335236 -0.00069023217042007794 leaf_weight=1474.4236475899816 301154.42752547772 15.797298974066505 1427.7970353723504 18.44343900680542 1897.1365202963352 94.492222055792809 611.96389797329903 1223.0944765806198 2587.5783285796642 476.01555374264717 60.802886947989464 214.13472587615252 409.46414386481047 3077.3675329759717 73.722713649272919 16.907458208501339 176.77250607684255 646.33047112822533 263.6513207629323 16.397436246275902 48.787853121757507 19.797478094696999 21.646324217319489 196.48043885827065 18.788631722331047 13.156243875622748 75.831186302006245 9.5787224629311805 1894.8758086636662 4512.3136860430241 leaf_count=7005 1306151 405 7741 136 8729 464 2669 5684 11408 2235 270 1071 2137 15814 376 101 956 3255 1286 73 205 91 95 1092 82 57 354 1791 10719 19881 internal_value=4.55974e-05 0.000306555 0.000693668 0.00158335 -0.000335691 0.00317769 -0.000467942 -0.000773574 -0.00135211 -0.00246137 -0.0002181 -0.00218097 0.00298926 0.00289824 -0.000482463 2.14473e-05 0.000308691 0.00236342 0.00449639 -0.00142287 -0.00157426 -0.00119723 -0.00533919 0.00956456 0.0160222 0.00854735 -0.000137066 0.00083045 -0.000617823 -0.000839747 internal_weight=322748 21593.5 14397.4 6196.42 2620.06 619.156 7196.18 6584.21 5109.79 3063.59 404.232 330.273 3576.35 3560.55 483.187 8200.96 2046.2 823.103 280.559 2000.91 1984.51 1935.72 235.781 214.924 38.5861 73.9591 7920.4 3332.25 1904.45 4588.14 internal_count=1412333 106182 72970 31097 12365 3185 33212 30543 23538 13643 1957 1630 18732 18327 2513 41873 9895 4211 1387 9180 9107 8902 1166 1228 173 327 40486 20251 12510 20235 is_linear=0 shrinkage=0.03 Tree=1010 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 0 1 3 0 0 1 1 2 3 3 0 1 3 0 0 0 1 0 0 2 0 2 2 2 2 split_gain=2.50037 6.99916 18.579 21.3882 13.7243 14.3622 12.8243 10.8974 9.51255 7.12554 6.87599 6.57342 5.5366 18.2569 16.4365 13.5477 11.1544 10.2927 6.79197 8.87625 9.98576 9.69948 5.83675 5.61584 16.1218 17.2514 24.5432 10.6629 29.3872 17.1472 threshold=17918.074218750004 17466.614257812504 5.5000000000000009 2.0774999856948857 1.532000005245209 55.500000000000007 -3.4999999999999996 1.6674999594688418 35.500000000000007 15.500000000000002 1.0000000180025095e-35 7.5000000000000009 18421.471679687504 2.7749999761581425 1.9854999780654909 59.500000000000007 1.5000000000000002 3.653500080108643 56.500000000000007 55.500000000000007 52.500000000000007 1.0000000180025095e-35 67.500000000000014 9.5000000000000018 22743.409179687504 8.5000000000000018 26764.801757812504 75297.019531250015 89440.765625000015 55938.710937500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 9 -6 -9 -5 -10 -8 13 14 15 18 22 -15 19 20 21 -2 -16 24 -14 -26 -27 29 -29 -28 right_child=12 2 3 6 7 -7 11 8 10 -11 -12 -13 23 17 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=-2.8226228984657268e-06 -0.0086166852754993636 -0.019468576192954275 -0.001192506737684751 0.0025529924347196136 -0.022202913114494946 0.018854921801371046 0.0069843513231559852 -0.012137425495337584 -0.0081307847426951279 -0.017450474920417583 0.0084703488735842387 0.023934508846825086 -0.0026431316800868579 -0.015751981761290081 0.0034492988396810937 -0.015797132524670045 0.026773873678405422 -0.0043453334709781296 0.013325668530592562 -0.02032790102700209 0.018136286355805508 0.0037643738281167337 0.020482163484533869 -0.00038045666869749179 0.00020259275411039105 0.010197875987422554 0.0021915203449260376 0.020009084474843088 0.00066800889484627639 -0.015377587210214814 leaf_weight=255431.98425528227 98.960046485066414 33.946831734851003 133.63506916165352 35.551135331392288 38.225617274641991 42.356172859668732 602.89862217009068 79.710675939917564 36.991169929504395 29.182937800884247 57.139198005199432 21.319575309753418 1677.2067510774359 83.06611093878746 120.36732000112534 53.679427951574326 27.86916446685791 498.23945828340948 33.293219715356827 19.88155597448349 25.92135713249445 134.13964068889618 21.312666296958923 40446.041235438315 21487.178408767912 378.45418237894773 124.59353533387184 79.824205439537764 618.77385862916708 83.503926549106836 leaf_count=1105354 405 211 551 188 158 176 2508 326 154 120 237 89 7555 337 485 218 113 2110 137 82 110 556 88 167949 115891 1626 523 324 2559 346 internal_value=-3.4858e-05 7.51153e-06 0.00238355 0.00307232 -0.00256075 0.00363235 0.00624519 -0.00770032 -0.00451137 -0.00646482 0.00194647 0.00756327 -0.000199518 -0.00229394 0.00170288 -0.00187527 0.00942428 -0.0059753 0.000518474 -0.00101035 0.000472399 -0.00149188 0.00601152 -0.000163477 0.000195464 0.00040453 0.00378084 0.00110237 0.00287799 -0.00485849 internal_weight=322555 256543 1110.96 1077.01 388.058 175.991 688.952 212.067 173.841 64.7341 94.1304 624.218 66012.3 1116.73 535.424 365.875 169.549 581.306 312.196 278.903 259.021 233.1 141.68 64895.6 24449.5 22772.3 1285.15 906.696 698.598 208.097 internal_count=1411486 1110072 4718 4507 1602 727 2905 875 717 308 391 2597 301414 4641 2194 1508 686 2447 1290 1153 1071 961 573 296773 128824 121269 5378 3752 2883 869 is_linear=0 shrinkage=0.03 Tree=1011 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 2 2 2 2 2 1 0 1 2 2 2 2 0 2 0 2 2 0 1 0 0 0 2 2 2 split_gain=2.41793 5.16554 7.3 6.03974 6.99265 8.24712 7.90815 16.7392 20.8002 14.1473 12.9539 8.31774 6.45891 6.9603 6.87071 11.7878 8.36348 8.20345 10.7974 15.176 9.17496 15.7526 19.0226 8.06501 7.36136 7.19172 10.0025 14.853 7.89935 7.07796 threshold=83.500000000000014 814.81753540039074 440.65109252929693 84255.890625000015 -1.4999999999999998 1591.3311157226565 1006.7319946289064 1023.0205383300782 1099.1130981445315 1126.780944824219 2.5000000000000004 85.500000000000014 1.5000000000000002 43957.078125000007 12715.829589843752 11333.392578125002 11617.274414062502 90.500000000000014 14763.748535156252 84.500000000000014 47554.107421875007 75297.019531250015 92.500000000000014 1.0000000180025095e-35 84.500000000000014 88.500000000000014 85.500000000000014 13578.460937500002 13836.183105468752 20724.130859375004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -3 11 10 -9 -10 -8 -6 14 -14 15 -11 23 18 19 -16 29 -22 -23 -17 -20 26 27 -21 -28 -19 right_child=1 3 -4 -5 6 -7 7 8 9 12 -12 -13 13 -15 17 16 -18 20 24 25 21 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-2.062015556453332e-05 -0.0043536428307780484 0.0098897096091759215 0.0046339323740972119 0.00080240532414847419 -0.010365742452406514 0.00031289660488364177 0.0061118952915886361 -0.016104403842737335 0.011921372882797652 -0.00048286083856247661 0.036291686891166221 -0.0014586925420848012 -0.0047632512544388281 0.002242183753186001 0.025556875351247316 0.0015896206461805129 0.0039836828947271792 -0.0091653327120835449 -0.006165897868937318 -0.024718541775702169 -0.017039232616463902 0.024120995886706503 -0.016441216071760079 0.028404910743006072 0.0019066031518603919 -0.019311639976453795 0.0066368926401788987 0.0096263941722415924 -0.0083058738243849701 -0.00075662553916687469 leaf_weight=314443.15917049925 105.84535865485668 98.401720836758614 351.24623262882233 1776.7577072067652 180.46503788232803 455.76195788383484 112.47468635439873 86.09579661488533 72.540850475430489 1726.3114357888699 14.443800598382948 197.75908471643925 795.98865593411028 152.02208796516061 12.729957714676855 15.896355107426642 182.11673866212368 120.76783020794392 117.15659746527672 43.602652803063393 114.21831545233727 21.522399932146072 20.145623821765184 27.657211154699326 769.02511359751225 42.012707278132439 63.610168188810349 15.312489137053488 63.749656975269318 354.70362905040383 leaf_count=1375501 500 426 1544 8371 824 2020 486 403 318 7500 65 873 3626 664 52 66 746 540 492 176 506 96 100 114 3218 172 258 62 259 1508 internal_value=-3.38115e-05 -0.00054525 0.00255275 -0.000730278 -0.00119369 0.00201343 -0.00152761 -0.00120777 -0.00149111 -0.00122518 0.00954647 -0.00570858 -0.00142989 -0.00363987 -0.000865262 0.000360043 0.00680801 -0.00222534 -0.000691855 -0.00632198 -0.00496315 -0.0112792 0.00451001 0.0186178 0.000839388 -0.00809964 -0.00557086 -0.015792 -0.000842674 -0.0028924 internal_weight=322554 8110.34 457.092 7653.25 5876.49 554.164 5322.33 4944.1 4817.19 4731.09 126.918 378.224 4658.55 948.011 3710.54 1951.98 225.67 1758.56 1127.2 241.018 631.358 155.886 41.668 43.5536 886.182 228.288 186.275 58.9151 127.36 475.471 internal_count=1411486 35985 2044 33941 25570 2446 23124 21427 20876 20473 551 1697 20155 4290 15865 8426 926 7439 4689 979 2750 702 196 180 3710 927 755 238 517 2048 is_linear=0 shrinkage=0.03 Tree=1012 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 0 1 3 0 0 0 1 1 1 0 2 3 3 0 1 3 0 0 0 1 0 0 0 2 2 split_gain=2.34822 6.60087 17.5994 19.5054 12.9212 13.5604 10.8242 10.2749 8.9632 7.35977 6.81458 9.7652 6.46739 5.8634 5.99376 5.20259 17.1603 15.4684 12.7269 10.4748 9.71865 6.4039 8.32458 9.42882 9.13157 5.51844 5.5036 5.26846 15.165 16.2977 threshold=17918.074218750004 17466.614257812504 4.5000000000000009 2.0774999856948857 1.532000005245209 55.500000000000007 -3.4999999999999996 1.6674999594688418 35.500000000000007 15.500000000000002 10.500000000000002 -1.4999999999999998 1.0000000180025095e-35 7.5000000000000009 12.500000000000002 18421.471679687504 2.7749999761581425 1.9854999780654909 59.500000000000007 1.5000000000000002 3.653500080108643 56.500000000000007 55.500000000000007 52.500000000000007 1.0000000180025095e-35 67.500000000000014 35.500000000000007 9.5000000000000018 22743.409179687504 25057.239257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 9 -6 -9 -5 11 -8 -10 14 -12 16 17 18 21 25 -18 22 23 24 -2 -19 -26 28 -17 -30 right_child=15 2 3 6 7 -7 10 8 12 -11 13 -13 -14 -15 -16 27 20 19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31 leaf_value=-1.7707608681543033e-06 -0.0083643551721383144 -0.021864273544037208 -0.0011561366942893679 0.0033304239295269904 -0.021565995500087805 0.018346084064018491 0.022195041477613451 -0.011786354188643249 -0.0078867078780424579 -0.016894329091953368 0.01128604134262642 -0.0017704031918434034 0.0082120853879735726 0.024255444048606963 0.0045028257342326185 -0.0025623295573677001 -0.015298604945987896 0.0033464240848177719 -0.015300756269763113 0.025947696683794094 -0.0042088291119646935 0.012954177821809859 -0.019656098244977747 0.017657302639954877 -0.01015340709399183 0.019929728597778182 0.0063242668117484881 -0.00036759739336817538 0.0037374271273793278 0.0002004409420080038 leaf_weight=255430.18924169772 98.880940705537796 26.444172122515738 133.63237401843071 36.295476123690605 38.173599183559418 42.228393085300922 17.509108409285545 79.619625642895699 36.98901691287756 29.238418743014336 248.20683974027634 121.40159305930138 57.171893462538719 21.077851250767708 222.18676835298538 1677.7800792828202 82.960207775235176 120.36783456802368 53.754875600337982 27.894079759716988 498.40094110183418 33.223201856017113 19.942647844552994 25.828115597367287 21.776815623044968 21.247978731989861 112.4227752238512 40445.198864464415 1239.9935432318598 21530.663113238697 leaf_count=1105354 405 177 551 192 158 176 80 326 154 120 1051 503 237 88 905 7555 337 485 218 113 2110 137 82 110 95 88 461 167949 5608 115661 internal_value=-3.27985e-05 8.26161e-06 0.00231652 0.00290656 -0.00248487 0.00352681 0.00591105 -0.00747283 -0.00437705 -0.005693 0.0071174 0.00125034 0.00188803 0.00877567 0.00808204 -0.000192373 -0.00222266 0.00165281 -0.00181845 0.00914434 -0.00579134 0.000503876 -0.000979491 0.00045909 -0.00144668 0.00583458 0.0036504 -0.000157436 0.000190237 0.00039305 internal_weight=322551 256540 1110.18 1083.73 387.815 175.861 695.916 211.954 173.781 65.5339 630.382 138.911 94.1609 491.471 470.394 66010.3 1116.7 535.339 365.829 169.51 581.361 312.074 278.851 258.909 233.081 141.616 134.2 64893.6 24448.4 22770.7 internal_count=1411486 1110072 4718 4541 1602 727 2939 875 717 312 2627 583 391 2044 1956 301414 4641 2194 1508 686 2447 1290 1153 1071 961 573 556 296773 128824 121269 is_linear=0 shrinkage=0.03 Tree=1013 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 2 2 2 2 2 1 0 1 2 2 0 2 2 2 0 2 0 2 2 0 1 0 0 0 2 split_gain=2.24347 4.84601 6.86753 5.73297 6.59095 7.77217 7.4669 15.7228 19.6775 13.3072 11.9938 7.86622 6.1008 6.58172 6.51328 6.87437 6.42767 11.0854 7.83698 7.71759 10.1876 14.3079 8.65682 14.8225 18.0006 7.53562 6.91582 6.79318 9.41029 13.9673 threshold=83.500000000000014 814.81753540039074 440.65109252929693 84255.890625000015 -1.4999999999999998 1591.3311157226565 1006.7319946289064 1023.0205383300782 1099.1130981445315 1126.780944824219 2.5000000000000004 85.500000000000014 1.5000000000000002 43957.078125000007 58108.183593750007 92.500000000000014 12715.829589843752 11333.392578125002 11617.274414062502 90.500000000000014 14763.748535156252 84.500000000000014 47554.107421875007 75297.019531250015 92.500000000000014 1.0000000180025095e-35 84.500000000000014 88.500000000000014 85.500000000000014 13578.460937500002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 -3 11 10 -9 -10 -8 -6 16 -14 15 -15 17 -11 25 20 21 -18 -21 -24 -25 -19 -22 28 29 -23 right_child=1 3 -4 -5 6 -7 7 8 9 12 -12 -13 13 14 -16 -17 19 18 -20 22 26 27 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.9109453724305197e-05 -0.0042238272700687949 0.0096150884313378187 0.0044938799269162383 0.00078945283713880961 -0.010083821880834452 0.00030947289778342565 0.0059264112459599212 -0.015687566781827523 0.011565222488605373 -0.00046834172610944177 0.034831767613348781 -0.0014151122359631059 -0.0046270965630256927 0.0041673613455127587 -0.0031515654503453958 0.027679817553819239 0.024871233743037156 0.0015424484550198303 0.0038640763689869891 -0.0027977340641329312 -0.0059632631176798475 -0.023967743578005043 -0.016533848677770052 0.023581090712144606 -0.015960675056816843 0.027447323417952411 0.0018576424435042976 -0.018767469061102712 -0.00081721168909067946 0.0093439080195578117 leaf_weight=314440.9846216407 105.82447015494108 98.179815679788589 351.3299376219511 1776.5530236132909 179.9520538598299 455.75326707959175 112.51542429625988 85.737179100513458 72.531962245702744 1726.2390522435308 14.595350563526152 197.72693730890751 795.00415569543839 50.177895717322826 87.413784898817539 14.403769642114638 12.689112037420271 15.891655832529066 182.12367971241474 475.22472573816776 117.27993139624596 43.619080737233162 114.10388696938753 21.367116525769234 20.116140641272068 27.761861205101013 768.90510429441929 41.935020133852959 127.37802587449551 15.302397057414053 leaf_count=1375501 500 426 1544 8371 824 2020 486 403 318 7500 65 873 3626 211 382 71 52 66 746 2048 492 176 506 96 100 114 3218 172 517 62 internal_value=-3.18141e-05 -0.000524541 0.00247586 -0.00070383 -0.00115547 0.00195881 -0.00147974 -0.00116904 -0.00144396 -0.00118575 0.00924544 -0.00554548 -0.00138435 -0.00353353 0.00218633 0.00941139 -0.000835747 0.000349265 0.00660049 -0.0021516 -0.000664534 -0.00613465 -0.00480862 -0.0109507 0.00440642 0.0180169 0.000822604 -0.00785848 -0.00540292 -0.0153164 internal_weight=322549 8107.64 457.154 7650.48 5873.93 553.933 5320 4942.32 4815.21 4729.47 127.111 377.679 4656.94 947 151.995 64.5817 3709.94 1952.02 225.777 1757.92 1127.11 240.924 630.812 155.587 41.4833 43.6535 886.185 228.235 186.3 58.9215 internal_count=1411486 35985 2044 33941 25570 2446 23124 21427 20876 20473 551 1697 20155 4290 664 282 15865 8426 926 7439 4689 979 2750 702 196 180 3710 927 755 238 is_linear=0 shrinkage=0.03 Tree=1014 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 0 1 3 0 0 1 1 1 3 2 2 0 0 2 1 1 2 0 2 1 2 1 0 2 2 split_gain=2.20027 6.22213 16.6472 19.0014 12.1658 12.8046 11.4147 9.6907 8.44586 6.26097 6.08332 5.81653 4.95861 8.44088 11.1627 16.7135 14.0863 9.7088 16.02 11.6772 9.52917 9.72775 10.7275 9.50102 10.8565 9.88077 8.01135 7.37045 10.475 8.95702 threshold=17918.074218750004 17466.614257812504 5.5000000000000009 2.0774999856948857 1.532000005245209 55.500000000000007 -3.4999999999999996 1.6674999594688418 35.500000000000007 15.500000000000002 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.4100000262260439 11333.392578125002 15423.644531250002 55.500000000000007 44.500000000000007 2343.383422851563 10.500000000000002 39.500000000000007 12411.391601562502 46.500000000000007 142.00050354003909 3.5000000000000004 1826.4194335937502 2.5000000000000004 86.500000000000014 5006.9262695312509 3673.091186523438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 -3 4 5 -4 9 -6 -9 -5 -10 -8 -1 14 17 20 -17 18 23 -20 21 -16 -23 26 -25 -26 -14 -15 29 -29 right_child=-2 2 3 6 7 -7 11 8 10 -11 -12 -13 13 27 15 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=6.3778640826482805e-05 -0.00018532898540023527 -0.018524676527096589 -0.0011209021231421543 0.0023843063043486831 -0.020951161242732583 0.017852413680426716 0.0065944878339990768 -0.01144586736786401 -0.007650191688311987 -0.01635924183697857 0.0079620646308870644 0.022535587665500168 0.0028621472833247168 -0.0004944389746768666 -0.011609655561288977 0.0014055381890619094 0.025154121498743791 0.00013855637092710546 0.0058200502403672203 -0.0026818976138812392 0.009328285523449496 -0.00999258398853042 0.00029759167606478753 0.0019613211357090471 -0.0017326114901796625 -0.011666064231144968 0.027129560860487574 -0.0031968718915722531 -0.0094746095851125107 0.011659297570237518 leaf_weight=206144.63081929536 66008.472289025434 33.657890802249312 133.62967805564404 35.455859564244747 38.114870697259903 42.09759908914566 601.79866494238377 79.525919929146767 36.985881917178631 29.288194224238396 57.201810464262962 21.330295965075493 30.546437948942184 32795.062261112034 208.86550624668598 175.61071392893791 25.77793587744236 12691.714685581625 1053.2175774350762 168.67855261266232 36.859922081232071 146.32642383873463 241.93082910776138 683.70900118350983 484.71081397682428 110.7060818374157 20.433265253901482 163.42466504871845 199.19007442891598 47.038140343502164 leaf_count=886148 301414 211 551 188 158 176 2508 326 154 120 237 89 123 142707 887 729 105 59577 4400 785 154 623 994 2949 2740 447 87 773 892 234 internal_value=-3.0861e-05 8.88449e-06 0.00225105 0.00290127 -0.00241137 0.00342439 0.00589447 -0.00725256 -0.00424692 -0.00609469 0.0018314 0.00714017 -8.51125e-07 -0.000271185 0.000293014 -0.0030836 0.00444538 0.000478056 0.00216647 0.00464639 -0.00547523 -0.00638904 -0.00358057 -0.0001117 -0.00061788 -0.00357954 0.0125888 -0.000544393 -0.00454352 0.000123461 internal_weight=322546 256538 1109.09 1075.43 387.556 175.727 687.873 211.828 173.714 64.7441 94.1877 623.129 255428 49283.8 16079.1 835.371 201.389 15243.7 2552 1221.9 633.983 597.123 388.257 1330.11 1279.13 595.417 50.9797 33204.7 409.653 210.463 internal_count=1411486 1110072 4718 4507 1602 727 2905 875 717 308 391 2597 1105354 219206 74600 3492 834 71108 11531 5185 2658 2504 1617 6346 6136 3187 210 144606 1899 1007 is_linear=0 shrinkage=0.03 Tree=1015 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 0 1 0 0 2 2 0 1 0 2 1 1 0 1 1 2 0 0 1 0 0 0 0 0 2 split_gain=2.72137 7.93307 12.1072 13.3137 23.1533 13.4488 19.934 14.9881 12.9788 12.9795 13.1325 26.4973 12.6842 21.9705 16.4214 16.3461 13.2074 11.1348 9.13367 10.3437 9.33546 10.7474 8.93362 17.6127 13.6213 24.0384 22.2456 8.69712 7.79895 18.7554 threshold=2770.7851562500005 3455.044799804688 57.500000000000007 3267.230346679688 60.500000000000007 64.500000000000014 4.5000000000000009 62.500000000000007 53.500000000000007 3325.9851074218755 3038.2934570312505 56.500000000000007 1.0000000180025095e-35 54.500000000000007 2871.6833496093755 4.5000000000000009 -4.4999999999999991 72.500000000000014 -2.4999999999999996 4.5000000000000009 2983.330444335938 59.500000000000007 59.500000000000007 1.5000000000000002 63.500000000000007 67.500000000000014 69.500000000000014 62.500000000000007 55.500000000000007 2983.330444335938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 4 18 6 -6 -8 -2 10 11 12 16 14 -14 28 -10 -7 -4 -20 21 -21 23 -5 27 -26 -27 -24 -15 -30 right_child=1 -3 3 22 5 17 7 -9 9 -11 -12 -13 13 15 -16 -17 -18 -19 19 20 -22 -23 24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0001564288088318921 0.00073872261050433928 -3.5631035992784462e-05 0.0049979054700117452 0.0018626361861669466 0.0067283529934998119 -0.0068024724017893357 -0.025330579448249149 0.0062991527577207348 -0.0087463314174439661 -0.013689198213944532 0.0080840669187849518 -0.0048818163461841133 0.018882369016165683 0.00095196918287182109 -0.0080526573014497536 0.013488189728775151 0.011926315050852409 0.0014530168583549679 -0.0073385110254149356 -0.00032125991082110193 0.0085557091426433918 -0.032995899962212152 -0.0023897010605477892 0.018248495779439249 0.013864780580277227 -0.028605729904472195 0.001580640759942354 -0.019162916762082951 -0.012499724860210887 0.013800808148053343 leaf_weight=136641.95031809062 8933.9633622542024 171998.44281857327 70.621422037482262 222.8789521753788 428.56617441773415 263.54887969791889 32.845860049128532 22.872721403837204 30.856823951005936 38.235762819647789 495.55894063413143 334.3726012557745 98.336769729852676 169.3552297949791 25.693953141570091 58.741528525948524 282.08331972360611 332.61528632044792 862.02719739079475 37.435511276125908 75.282922521233559 11.952565535902975 371.76376527547836 80.311249986290932 143.08835805952549 25.237394541501999 169.80035217106342 30.072354853153229 145.32136523723602 29.32761362195015 leaf_count=587805 38096 764932 299 923 1748 1090 144 94 150 159 2096 1365 396 679 103 240 1236 1401 3518 168 326 54 1526 335 591 104 738 123 587 118 internal_value=-5.47967e-05 1.99376e-05 0.000711385 -0.000912581 -0.00226836 0.00082015 0.00453373 -0.0123464 0.0011968 0.003593 0.00398877 0.00226023 0.00510418 0.00226231 0.0133026 -0.00113768 0.00988793 -0.00219652 -0.00542442 -0.00617039 0.00190651 -0.00822895 0.00186586 0.00620304 8.87473e-05 0.00452597 -0.0023254 -0.00364496 -0.00363516 -0.00808326 internal_weight=322463 185821 13822.8 3180.92 2137.77 1080.45 484.285 55.7186 10641.8 1707.88 1669.65 1174.09 839.717 526.776 124.031 402.746 312.94 596.164 1057.32 986.698 124.671 49.3881 1043.15 303.19 739.962 338.126 195.038 401.836 344.004 174.649 internal_count=1411144 823339 58407 13182 8842 4477 1986 238 45225 7129 6970 4874 3509 2123 499 1624 1386 2491 4365 4066 548 222 4340 1258 3082 1433 842 1649 1384 705 is_linear=0 shrinkage=0.03 Tree=1016 num_leaves=31 num_cat=0 split_feature=2 1 1 2 0 2 0 0 1 0 0 2 2 0 1 0 2 1 1 0 2 0 1 1 1 0 1 0 0 0 split_gain=2.56057 7.79386 7.53613 7.4666 11.3952 12.5341 21.7983 12.6611 18.7932 14.2275 12.2352 12.2203 12.382 24.9571 11.9924 20.6983 15.4774 15.3757 12.4732 10.4782 8.96505 27.7017 12.9316 11.2618 8.77597 10.3338 13.2204 10.1305 19.5505 20.182 threshold=2770.7851562500005 -36.499999999999993 -17.499999999999996 3455.044799804688 57.500000000000007 3267.230346679688 60.500000000000007 64.500000000000014 4.5000000000000009 62.500000000000007 53.500000000000007 3325.9851074218755 3038.2934570312505 56.500000000000007 1.0000000180025095e-35 54.500000000000007 2871.6833496093755 4.5000000000000009 -4.4999999999999991 72.500000000000014 3038.2934570312505 58.500000000000007 -1.4999999999999998 4.5000000000000009 -2.4999999999999996 59.500000000000007 1.5000000000000002 63.500000000000007 67.500000000000014 69.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 10 6 20 8 -8 -10 -2 12 13 14 18 16 -16 -17 -12 -9 -6 -22 -23 -24 -7 26 -26 -27 -29 -30 right_child=3 2 -4 -5 5 24 7 19 9 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 21 22 23 -25 25 27 -28 28 29 -31 leaf_value=-0.011838043449462446 0.00071660626049890647 0.0039595384663790294 -0.00015943466786498501 -3.4561999228582882e-05 -0.0086032243928440468 -0.0079141610359515068 0.0065288438000082093 -0.0065992146589596897 -0.024749742000148334 0.0061055038172187171 -0.0084534299608264654 -0.013281787959352741 0.0078534166069281763 -0.0047356386827100824 0.018342425101726487 -0.0035278419687962146 -0.0078119487501570458 0.01307613164120537 0.011607602101469364 0.0014092981744555559 0.0051437381349111735 0.0049572810148623423 -0.012269172678496327 0.0045262177279394283 0.0033098252339732103 -0.0026959823648407188 0.017757426567437659 0.013547215590534418 -0.028986848991662834 0.0019457333141144177 leaf_weight=51.342531561851501 8933.4063486382365 400.94931335002184 136189.14232858643 171998.75473641994 429.61136199533939 77.316823437809944 428.4148090928793 263.51675367355347 32.611773148179054 22.889963865280151 30.966494753956795 38.226495802402496 494.82114240527153 334.35334993898869 98.196676686406136 343.84004503488541 25.691129744052887 58.774304360151291 281.14806991815567 332.64506346732378 235.84341183304787 59.882439941167831 290.39821918308735 41.00444857776165 197.92812409996986 376.20906712114811 80.060076460242271 129.15379577875137 21.53290644288063 160.33406482636929 leaf_count=298 38096 2270 585237 764932 1784 340 1748 1090 144 94 150 159 2096 1365 396 1384 103 240 1236 1401 959 249 1194 179 811 1538 335 530 89 697 internal_value=-5.31529e-05 -0.000151736 -0.000147344 1.93408e-05 0.000690256 -0.000885673 -0.00220138 0.000795746 0.00440091 -0.0120245 0.00116119 0.00348919 0.00387359 0.00219468 0.00495778 0.00219561 0.0129187 -0.00110397 0.00961724 -0.00213064 -0.0052647 -0.00297767 -0.00787277 -0.0101911 0.00181106 0.00259007 0.00747071 0.000615831 0.00462178 -0.00171666 internal_weight=322459 136641 136590 185818 13818.8 3179.35 2136.82 1080.08 483.917 55.5017 10639.4 1706.02 1667.79 1172.97 838.617 526.502 123.888 402.614 312.115 596.162 1056.74 627.129 391.285 331.403 1042.53 965.218 277.988 687.23 311.021 181.867 internal_count=1411144 587805 587507 823339 58407 13182 8842 4477 1986 238 45225 7129 6970 4874 3509 2123 499 1624 1386 2491 4365 2581 1622 1373 4340 4000 1146 2854 1316 786 is_linear=0 shrinkage=0.03 Tree=1017 num_leaves=31 num_cat=0 split_feature=2 1 1 2 0 2 0 0 1 0 0 2 2 0 1 0 2 1 1 0 2 0 1 1 1 0 1 1 0 0 split_gain=2.40927 7.29918 7.10444 7.02761 10.7251 11.8014 20.5314 11.9196 17.7184 13.5073 11.5326 11.5055 11.6753 23.5038 11.3405 19.5025 14.5899 14.4623 11.7796 9.86052 8.44689 26.093 12.1852 10.6245 8.24849 9.73967 12.5059 9.68844 14.9711 15.9368 threshold=2770.7851562500005 -36.499999999999993 -17.499999999999996 3455.044799804688 57.500000000000007 3267.230346679688 60.500000000000007 64.500000000000014 4.5000000000000009 62.500000000000007 53.500000000000007 3325.9851074218755 3038.2934570312505 56.500000000000007 1.0000000180025095e-35 54.500000000000007 2871.6833496093755 4.5000000000000009 -4.4999999999999991 72.500000000000014 3038.2934570312505 58.500000000000007 -1.4999999999999998 4.5000000000000009 -2.4999999999999996 59.500000000000007 1.5000000000000002 -1.4999999999999998 63.500000000000007 67.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 10 6 20 8 -8 -10 -2 12 13 14 18 16 -16 -17 -12 -9 -6 -22 -23 -24 -7 26 -26 -27 -29 -30 right_child=3 2 -4 -5 5 24 7 19 9 -11 11 -13 -14 -15 15 17 -18 -19 -20 -21 21 22 23 -25 25 27 -28 28 29 -31 leaf_value=-0.011431658106827296 0.00069515098524589188 0.0038486361450108249 -0.00015465230974850023 -3.3525088324825388e-05 -0.0083539037978180627 -0.0076591612274710145 0.0063353147909466197 -0.0064021369891354629 -0.024184984623627951 0.005918056042335312 -0.0081715697598725486 -0.012887452721122048 0.0076292404334909773 -0.0045938798142448551 0.017820237189223917 -0.0034221821060531261 -0.0075786472080214169 0.012677935779722435 0.011297092779253236 0.0013669000142017128 0.0049895899124762525 0.0048127229639201375 -0.011921437406457012 0.0043852542352793098 0.0032120319936808374 0.012481506989776875 0.017280713219699026 -0.0047720778252813715 0.012911351959190341 -0.0013313097531012764 leaf_weight=51.56915745139122 8932.8640427440405 400.14045639708638 136188.57924956456 171999.0573239756 429.16685904562473 77.491526827216148 428.25918616354465 263.48031081259251 32.37571556866169 22.906275615096092 31.071940466761589 38.214458882808685 494.09131281077862 334.33109495043755 98.04422564804554 343.82255987823009 25.687600329518318 58.801283940672874 280.22358819842339 332.67365716025233 235.83576811850071 59.831461071968079 289.91023530066013 41.052116811275482 197.83698445558548 56.650200203061104 79.80450052022934 337.85422830283642 119.71383360028267 172.72233089804649 leaf_count=298 38096 2270 585237 764932 1784 340 1748 1090 144 94 150 159 2096 1365 396 1384 103 240 1236 1401 959 249 1194 179 811 242 335 1375 489 748 internal_value=-5.15583e-05 -0.000147185 -0.000142925 1.8762e-05 0.000669758 -0.000859623 -0.00213677 0.000772075 0.00427205 -0.0117117 0.00112662 0.00338812 0.00376143 0.00213082 0.00481484 0.0021304 0.0125472 -0.00107084 0.00935383 -0.00206676 -0.00511146 -0.00289078 -0.00764641 -0.00989878 0.0017576 0.00251412 0.00725589 0.000597626 -0.000470491 0.00449917 internal_weight=322454 136640 136589 185814 13814.7 3177.57 2135.49 1079.7 483.541 55.282 10637.2 1704.29 1666.07 1171.98 837.651 526.356 123.732 402.624 311.296 596.154 1055.8 626.63 390.794 330.962 1042.07 964.582 277.641 686.941 630.29 292.436 internal_count=1411144 587805 587507 823339 58407 13182 8842 4477 1986 238 45225 7129 6970 4874 3509 2123 499 1624 1386 2491 4365 2581 1622 1373 4340 4000 1146 2854 2612 1237 is_linear=0 shrinkage=0.03 Tree=1018 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 0 1 1 1 1 1 2 1 0 0 1 2 2 2 1 0 0 2 2 0 1 1 2 split_gain=2.29297 8.74552 20.7972 13.7773 12.7279 14.3697 27.5964 12.0126 17.4461 11.7513 13.3782 10.9276 19.8727 9.86667 9.83061 16.4693 10.6116 12.9554 15.1575 11.6068 11.7141 9.42292 9.33172 8.45067 7.88184 7.84997 7.65248 7.23152 7.84743 9.78943 threshold=2871.6833496093755 3325.9851074218755 57.500000000000007 54.500000000000007 60.500000000000007 3038.2934570312505 58.500000000000007 48.500000000000007 1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 -1.4999999999999998 -2.4999999999999996 3152.5231933593755 1.5000000000000002 65.500000000000014 73.500000000000014 1.0000000180025095e-35 3152.5231933593755 3038.2934570312505 3093.6569824218755 -2.4999999999999996 62.500000000000007 68.500000000000014 3152.5231933593755 3211.014770507813 50.500000000000007 -3.4999999999999996 3.5000000000000004 2983.330444335938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 5 27 -7 -2 13 -8 -11 12 -5 -9 15 21 17 18 -17 -18 -21 -6 24 -20 -16 -22 -15 -4 -29 -30 right_child=1 -3 4 11 14 6 9 8 -10 10 -12 -13 -14 26 22 16 19 -19 23 20 25 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00014192592924796565 0.001414430580748538 -2.7731172102625245e-05 0.011502918902596925 0.0023978402103108595 -0.0070332290907175361 0.0054104509611091114 0.0046818689887439899 -0.0030967525370335083 -0.013545956475871408 -0.010246404747701571 0.0060147100532929416 0.0035671984657320195 0.02353812995311794 -0.0013314512755851942 -0.023512378912666762 -0.012268570613775792 0.010605380918608938 -0.017928559891491495 0.0027004054566327688 -0.021277135662509557 0.0084260991377064672 0.0081870241123675504 -0.00070582170438045113 0.03044532539055593 -0.0039074147881567297 -0.0065585102825699059 0.028410047733407606 -0.012289806604720522 -0.00905712370933838 0.019785279705748324 leaf_weight=138984.02614193782 5646.6621660515666 174353.47210971685 14.406051948666571 87.892858073115349 40.761372327804565 301.35322763025761 75.97195129096508 67.863731682300568 118.49479915201664 356.18529744446278 52.208823949098587 930.97138841450214 73.475415945053101 12.679659828543661 35.935226500034332 48.380491122603416 89.171564429998398 67.639389157295227 29.410849779844284 26.199159517884254 61.593028455972672 359.33855471014977 172.92839040979743 14.87845568358898 37.943443343043327 64.323768600821495 20.174404129385948 258.25845152139664 30.044874772429466 16.356904223561287 leaf_count=597716 24008 774927 60 428 179 1230 319 289 537 1463 225 3829 344 53 155 195 371 284 124 110 257 1465 725 60 159 278 86 1060 135 73 internal_value=-5.00114e-05 1.96185e-05 0.00092568 0.001723 -0.0016508 -0.00389775 -0.00171747 0.00114694 -0.00574332 -0.00615218 -0.0081676 0.00481644 0.0120236 0.0034365 0.000716764 0.00232852 -0.00196331 -0.00794612 -0.000659965 0.00201161 -0.00302613 0.00663642 -0.00451867 0.012021 -0.0134434 0.00077131 0.0169316 -0.00926682 -0.0102489 0.00111 internal_weight=322449 183465 9111.5 6958.21 2153.29 1104.79 785.719 5865.87 219.213 484.366 408.394 1092.34 161.368 100.718 1048.5 801.697 401.597 160.309 92.6698 241.288 152.116 400.1 246.807 44.2893 73.8787 125.917 32.8541 319.066 304.66 46.4018 internal_count=1411144 813428 38501 29574 8927 4565 3237 24973 965 2007 1688 4601 772 428 4362 3323 1679 663 379 1016 645 1644 1039 184 314 535 139 1328 1268 208 is_linear=0 shrinkage=0.03 Tree=1019 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 0 1 1 1 1 1 2 1 0 0 1 2 2 2 1 0 0 2 2 0 1 0 0 split_gain=2.15745 8.23196 19.5779 12.9843 11.9863 13.545 25.9835 11.3201 16.4812 11.0666 12.6067 10.3729 18.9635 9.31815 9.25708 15.5004 9.99964 12.2457 14.2665 10.9204 11.0482 8.86975 8.81871 7.97535 7.48978 7.38394 7.2665 6.88493 6.82928 11.702 threshold=2871.6833496093755 3325.9851074218755 57.500000000000007 54.500000000000007 60.500000000000007 3038.2934570312505 58.500000000000007 48.500000000000007 1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 -1.4999999999999998 -2.4999999999999996 3152.5231933593755 1.5000000000000002 65.500000000000014 73.500000000000014 1.0000000180025095e-35 3152.5231933593755 3038.2934570312505 3093.6569824218755 -2.4999999999999996 62.500000000000007 68.500000000000014 3152.5231933593755 3211.014770507813 50.500000000000007 42.500000000000007 4.5000000000000009 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 5 -4 -7 28 13 -8 -11 12 -5 -9 15 21 17 18 -17 -18 -21 -6 24 -20 -16 -22 -15 -13 -2 -30 right_child=1 -3 4 11 14 6 9 8 -10 10 -12 27 -14 26 22 16 19 -19 23 20 25 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00013766856198517698 -0.0047067349256748273 -2.6899222678328648e-05 -0.009000555653036561 0.0023281878462068639 -0.0068082620043016214 0.0052494087350363058 0.0045456534679112481 -0.0030022699210003499 -0.013186411703558392 -0.009950882194362411 0.0058263804900118305 0.0037731650862323067 0.023032250797519024 -0.0012912451200632179 -0.022934187583983377 -0.011896042837997186 0.010286471238735743 -0.017445277240205583 0.0026209314645509927 -0.020682662556917954 0.0081710483981063901 0.0079454907203991097 -0.0006847063740625047 0.029596031234857868 -0.0037928732999419367 -0.006359958417245252 0.027721386412869566 -0.017893027706661208 0.0075060171657801511 0.0012287784916933313 leaf_weight=138983.57287965529 161.56799650192261 174353.71986835927 318.66180983185768 87.807983785867691 40.843736201524734 301.28136004507542 75.902150362730026 67.898900046944618 118.08031244575977 355.76684668660164 52.27842915058136 917.26327875256538 72.846166953444481 12.682205170392988 35.738948047161102 48.398387566208839 89.177941024303436 67.430980354547501 29.393847346305847 26.14445672929287 61.609859943389893 359.15694470703602 172.91364104300737 14.846721082925795 37.917030245065689 64.341660588979721 20.057099655270576 13.392811357975004 281.75427475571632 5202.5880793780088 leaf_count=597716 757 774927 1328 428 179 1230 319 289 537 1463 225 3774 344 53 155 195 371 284 124 110 257 1465 725 60 159 278 86 55 1250 22001 internal_value=-4.85118e-05 1.90301e-05 0.000898277 0.00167189 -0.0016025 -0.00378403 -0.00166706 0.00111276 -0.00558376 -0.00597291 -0.00792951 0.00467657 0.0117161 0.00333655 0.000695561 0.00225963 -0.00190575 -0.00771949 -0.000640184 0.00195129 -0.00293584 0.006439 -0.00438762 0.0116735 -0.0130805 0.000747961 0.0164828 0.00346137 0.00137218 0.00155127 internal_weight=322445 183461 9107.74 6955.94 2151.8 1103.89 785.229 5864.63 218.719 483.947 408.045 1091.31 160.654 100.638 1047.91 801.345 401.344 160.07 92.639 241.274 152.096 400.001 246.57 44.2406 73.656 125.952 32.7393 930.656 5645.91 5484.34 internal_count=1411144 813428 38501 29574 8927 4565 3237 24973 965 2007 1688 4601 772 428 4362 3323 1679 663 379 1016 645 1644 1039 184 314 535 139 3829 24008 23251 is_linear=0 shrinkage=0.03 Tree=1020 num_leaves=31 num_cat=0 split_feature=2 0 1 1 3 2 2 0 2 0 0 0 0 1 2 2 2 2 2 0 1 2 2 2 2 0 2 2 2 0 split_gain=1.38593 7.38186 7.60038 7.28508 8.11536 10.2905 9.93542 9.21891 6.34968 10.0233 6.72978 6.62959 6.33061 8.53852 13.0841 8.2715 6.1312 7.74563 6.86885 12.0082 8.47824 7.82516 6.67127 5.93829 7.51813 5.80607 23.6963 15.9664 8.23664 7.31882 threshold=1526.1497802734377 80.500000000000014 -2.4999999999999996 1.5000000000000002 1.0205000042915346 1443.1333007812502 496.29238891601568 11.500000000000002 1126.780944824219 14.500000000000002 11.500000000000002 54.500000000000007 88.500000000000014 1.0000000180025095e-35 937.66867065429699 937.66867065429699 269.37811279296881 245.54091644287112 789.36499023437511 86.500000000000014 -1.4999999999999998 922.17691040039074 767.85998535156261 67.829120635986342 142.00050354003909 75.500000000000014 589.46820068359386 440.65109252929693 219.02408599853518 77.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 25 6 -6 -5 -7 9 10 -1 -11 13 15 -15 16 17 -3 22 21 -21 -20 -18 -13 -25 -4 27 28 -27 -28 right_child=-2 12 3 4 5 7 -8 -9 -10 11 -12 23 -14 14 -16 -17 18 -19 19 20 -22 -23 -24 24 -26 26 29 -29 -30 -31 leaf_value=-0.0041477544981155341 -5.1418816693224226e-05 0.0031345958148989851 0.00028708987191781467 0.0020769651554750565 -0.00051323456297191973 0.025420882581954747 0.016266352909204935 0.0041988200258703846 -0.0033906337191080874 -0.0010459274773268084 0.006406821693749073 0.018215068840704465 0.0020646841129161216 -0.0017997148397872918 -0.0085829984539318536 0.0048034257564135907 0.00033925548824801456 -0.028875716174185013 -0.0054534274532483827 0.0281070772106599 0.00062444643227677283 -0.021422835459443252 0.015041090165202518 -0.0083265431281821529 0.0014316981741934257 -0.0014473175543677557 0.011553776725914802 -0.0038749327967820546 0.0080227301106837595 0.0044955348892220838 leaf_weight=66.776695545762777 214157.55586435774 11.735925406217577 76378.722841568291 333.55965979397297 17462.705924507231 20.675982773303986 51.233693018555641 169.02227327227592 720.02977994456887 7173.3269941210747 292.64476546645164 18.125066190958023 377.59868636727333 883.941280990839 360.20907247066498 242.55118580162525 352.82106074690819 16.186691507697105 179.61728359758854 14.177396133542059 35.149483650922775 32.633117437362671 30.152427405118942 74.838568568229675 1406.4080017060041 138.57610476762056 177.30115714669228 614.49327008426189 204.8467326015234 519.98010265827179 leaf_count=412 944382 49 320172 1585 82461 87 240 747 3409 31604 1553 93 1703 4126 1737 1014 1456 71 723 64 151 131 122 316 6076 670 728 2551 852 2139 internal_value=-7.18213e-06 8.02451e-05 0.000118582 0.000199585 -0.000343789 -0.00043774 0.00396623 0.0065119 -0.000679402 -0.000463266 0.00444589 -0.000666716 -0.00151902 -0.00214574 -0.00376363 5.40903e-05 -0.00165892 -0.0154217 -0.00106271 -0.00481001 0.00852343 -0.0079087 0.00149677 0.00114752 0.000938672 0.000325184 0.00208303 -0.000979474 0.00420143 0.00629027 internal_weight=322518 108360 105823 96071.1 18037.2 17652.4 384.793 189.698 9752.15 9032.12 359.421 8672.7 2536.77 2159.17 1244.15 915.025 672.473 27.9226 644.551 261.577 49.3269 212.25 382.973 1499.37 1481.25 78033.9 1655.2 957.916 343.423 697.281 internal_count=1411424 467042 455695 412232 85120 83295 1825 834 43463 40054 1965 38089 11347 9644 5863 3781 2767 120 2647 1069 215 854 1578 6485 6392 327112 6940 4073 1522 2867 is_linear=0 shrinkage=0.03 Tree=1021 num_leaves=31 num_cat=0 split_feature=2 0 1 1 3 2 2 0 2 0 0 2 2 0 2 0 0 2 0 2 0 0 2 1 0 1 2 0 2 1 split_gain=1.30402 6.9514 7.15007 6.85487 7.6273 9.66914 9.27837 8.61182 5.96418 9.4471 6.35924 7.95923 9.71658 9.18995 9.18825 7.3389 6.35289 6.25495 9.44458 7.55375 6.0345 7.34098 12.845 6.91584 5.96195 8.04976 12.3955 8.69412 9.04532 8.65415 threshold=1526.1497802734377 80.500000000000014 -2.4999999999999996 1.5000000000000002 1.0205000042915346 1443.1333007812502 496.29238891601568 11.500000000000002 1126.780944824219 14.500000000000002 45.500000000000007 370.03324890136724 181.1947937011719 55.500000000000007 440.65109252929693 72.500000000000014 11.500000000000002 667.89181518554699 51.500000000000007 862.00259399414074 65.500000000000014 57.500000000000007 767.85998535156261 -7.4999999999999991 88.500000000000014 1.0000000180025095e-35 862.00259399414074 83.500000000000014 844.91958618164074 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 6 -6 -5 -7 9 16 -11 12 -12 17 15 -15 -1 18 -13 -19 21 -16 23 -23 25 -3 27 -27 -29 -28 right_child=-2 24 3 4 5 7 -8 -9 -10 10 11 13 -14 14 20 -17 -18 19 -20 -21 -22 22 -24 -25 -26 26 29 28 -30 -31 leaf_value=-0.0040143318062508945 -4.9876117751120332e-05 5.2518733393053665e-05 0.00031542745490931553 0.0020133283499695447 -0.0004979249883243056 0.024532686130110587 0.01569332851474246 0.0040683721795734297 -0.0032847983460794305 -0.0012446484621494512 -0.00066995572550676487 -0.005701185920109356 0.0032896667103966106 -0.0010482921540449946 0.0059342838440105796 -0.015365649001719122 0.0062342091118220196 0.0066218330052726319 -0.021942012159237273 -0.0082751042910435887 0.0051402363882324898 0.022134476999684422 -0.022083461378327229 -0.0045812346837821837 0.0020027638470617426 -0.0035236861840359499 -0.0084319909402832873 0.0011967581171077124 0.018266708990291213 0.0053937131024624045 leaf_weight=66.923962345346808 214158.1245359297 914.56408481299877 78034.097545396537 333.77629604190588 17459.68596470356 20.780176714062691 51.507040768861771 169.20568487793207 720.91831773705781 5624.9889313578606 1076.0424786359072 107.84248507022858 1158.0103146806359 84.356488674879074 54.401383250951767 52.136068791151047 291.73903197422624 56.264693394303322 45.96032851934433 67.250472187995911 264.43114680051804 11.502914384007452 34.905826777219772 36.056136891245842 377.59483943879604 477.26604852080345 468.35754878818989 220.16000901162624 31.999122753739357 44.629424497485161 leaf_count=412 944382 3781 327112 1585 82461 87 240 747 3409 24723 4709 464 5168 357 236 218 1553 248 195 283 1133 55 149 151 1703 2254 2216 1005 154 234 internal_value=-6.96698e-06 7.78389e-05 0.000115026 0.0001936 -0.000333525 -0.000424678 0.00384215 0.00630671 -0.000658889 -0.000449313 -0.000646595 0.000456673 0.0013825 -0.00208082 0.000206633 -0.00651709 0.0043219 -0.00651678 -0.0105544 -0.00148912 0.00249356 -0.00261992 -0.00826306 0.00188039 -0.00147478 -0.00208355 -0.00365596 -0.00114301 0.00336294 -0.00722917 internal_weight=322515 108357 105823 96069.1 18035 17649.7 385.283 189.986 9753.73 9032.81 8674.15 3049.16 2234.05 815.108 537.79 136.493 358.663 277.318 153.803 123.515 401.297 136.866 82.4649 47.5591 2534.57 2156.98 1242.41 729.425 252.159 512.987 internal_count=1411424 467042 455695 412232 85120 83295 1825 834 43463 40054 38089 13366 9877 3489 2299 575 1965 1190 659 531 1724 591 355 206 11347 9644 5863 3413 1159 2450 is_linear=0 shrinkage=0.03 Tree=1022 num_leaves=31 num_cat=0 split_feature=2 0 1 1 3 2 2 0 2 0 3 0 2 3 3 2 0 3 2 3 2 0 0 3 0 2 0 1 0 2 split_gain=1.22697 6.54529 6.72617 6.45005 7.16894 9.08601 8.66828 8.05025 5.78937 13.4997 14.8728 13.1684 22.3194 12.2691 13.617 20.5922 30.1732 42.6176 14.8994 13.5517 18.5343 12.0959 15.3367 11.2215 17.6674 14.5744 12.7332 15.0133 10.3994 11.1378 threshold=1526.1497802734377 80.500000000000014 -2.4999999999999996 1.5000000000000002 1.0205000042915346 1443.1333007812502 496.29238891601568 11.500000000000002 890.76861572265636 13.500000000000002 3.4465000629425053 75.500000000000014 1395.3037719726565 1.0205000042915346 1.7404999732971194 1006.7319946289064 25.500000000000004 2.1755000352859502 1289.946716308594 1.1980000138282778 937.66867065429699 62.500000000000007 54.500000000000007 2.5095000267028813 68.500000000000014 1099.1130981445315 63.500000000000007 1.0000000180025095e-35 70.500000000000014 1289.946716308594 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 8 6 -6 -5 -7 -4 -10 11 13 -13 -11 18 16 -16 -18 19 20 -15 22 -20 24 25 -17 -27 -28 -26 -30 right_child=-2 -3 3 4 5 7 -8 -9 9 10 -12 12 -14 14 15 23 17 -19 21 -21 -22 -23 -24 -25 28 26 27 -29 29 -31 leaf_value=-0.00063898833396539446 -4.837969680261852e-05 -0.0014315773026293544 0.00019186180617934115 0.0019516844884402479 -0.00048306958432956307 0.023686715449527808 0.015144954223453574 0.003942141763824401 -0.00047786401724305311 -0.010060045018733067 0.004496711692358199 0.036747402342602355 -0.0012688777314385994 -0.011489432329882979 -0.015447584519744198 -0.011002750085776126 0.0013098303443719458 0.019842566081865298 0.0068831331321850065 0.0025329504954719755 9.6775662692318725e-06 0.034916084518458144 -0.0039999850973948415 0.00060554496283144539 0.01114244655404255 -0.001199832510196553 -0.01954997533603172 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0.00106976 -0.000564451 0.00426943 0.00650398 0.00214754 0.00121795 -0.00159184 0.005588 0.00517181 -0.00195095 -0.00378935 -0.00519021 -0.00310634 -0.010647 0.00529129 -0.00428359 internal_weight=322514 108355 105822 96067.2 18032.8 17647 385.753 190.258 78034.4 12732.7 8437.11 7104.71 56.3915 7048.32 6958.02 2765.21 616.356 553.614 4192.81 3300.93 1052.35 891.884 879.405 2148.86 1249.98 1082.92 797.137 160.868 167.061 63.367 internal_count=1411424 467042 455695 412232 85120 83295 1825 834 327112 55033 35618 29798 232 29566 29171 11367 2532 2274 17804 14019 4667 3785 3734 8835 5140 4453 3277 668 687 262 is_linear=0 shrinkage=0.03 Tree=1023 num_leaves=31 num_cat=0 split_feature=2 0 1 1 3 2 2 0 2 0 1 2 0 2 2 0 0 0 2 2 0 2 0 2 0 2 0 0 2 1 split_gain=1.15446 6.15964 6.32803 6.06934 6.73844 8.53869 8.1014 7.53009 5.65602 5.61487 7.59694 11.8489 7.84548 7.84085 5.60105 8.90112 5.99486 5.98079 7.48713 9.15043 8.63283 8.63886 6.87492 5.86077 8.81859 7.10479 5.68271 6.90105 12.0045 5.57373 threshold=1526.1497802734377 80.500000000000014 -2.4999999999999996 1.5000000000000002 1.0205000042915346 1443.1333007812502 496.29238891601568 11.500000000000002 971.01849365234386 88.500000000000014 1.0000000180025095e-35 937.66867065429699 86.500000000000014 269.37811279296881 1126.780944824219 14.500000000000002 11.500000000000002 45.500000000000007 370.03324890136724 181.1947937011719 55.500000000000007 440.65109252929693 72.500000000000014 667.89181518554699 51.500000000000007 862.00259399414074 65.500000000000014 57.500000000000007 767.85998535156261 -5.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 -4 6 -6 -5 -7 -8 10 12 -12 13 -3 15 16 -1 -17 19 -19 23 22 29 24 -20 -25 27 -23 -29 -22 right_child=-2 9 3 4 5 7 8 -9 -10 -11 11 -13 -14 -15 -16 17 -18 18 20 -21 21 26 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-0.0038650226585186711 -4.6928208064561391e-05 -0.017040872646017943 0.00029679630228129136 0.0018919670429639887 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21.49842432141304 54.329503789544106 52.288783729076385 56.176864862442017 46.161753699183464 67.342652723193169 264.15503434836864 47.496827185153961 35.080657869577408 62.886015012860298 leaf_count=412 944382 117 327112 1585 82461 87 121 747 119 1703 4126 1737 703 2961 3409 24723 1553 4709 464 5168 100 236 218 248 195 283 1133 206 149 257 internal_value=-6.5555e-06 7.32423e-05 0.000108234 0.000182169 -0.000313903 -0.000399706 0.00360615 0.00591708 0.0146198 -0.00138892 -0.00198025 -0.00351005 9.38813e-05 -0.00117675 -0.00061971 -0.000416523 0.00421901 -0.000607803 0.000462266 0.00136049 -0.00199821 0.000219917 -0.0062938 -0.00629398 -0.0101957 -0.00142507 0.00243965 -0.00252067 -0.00798395 -0.000997335 internal_weight=322510 108351 105819 96062 18030.6 17644.4 386.202 190.514 52.0138 2532.41 2154.82 1240.14 914.677 756.467 9756.72 9034.78 358.036 8676.75 3048.99 2233.59 815.395 537.735 136.673 277.66 154.14 123.52 401.062 136.907 82.5775 84.3844 internal_count=1411424 467042 455695 412232 85120 83295 1825 834 240 11347 9644 5863 3781 3078 43463 40054 1965 38089 13366 9877 3489 2299 575 1190 659 531 1724 591 355 357 is_linear=0 shrinkage=0.03 Tree=1024 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 1 3 1 2 0 0 0 2 0 0 2 2 2 0 0 2 1 1 2 1 2 1 0 1 2 split_gain=1.14404 9.77161 20.4461 9.91268 9.38147 9.293 11.7446 10.1918 7.66297 7.24159 12.611 9.3033 15.064 10.0944 12.9826 36.5249 14.9197 10.0896 26.4122 21.221 7.49621 9.92715 8.65702 9.97751 10.1898 8.67303 7.79525 9.54587 7.16717 7.07186 threshold=35189.248046875007 1.7404999732971194 61.500000000000007 6.5000000000000009 52302.683593750007 2.5000000000000004 1.3535000085830691 1.5000000000000002 37774.541015625007 78.500000000000014 69.500000000000014 90.500000000000014 75297.019531250015 94.500000000000014 91.500000000000014 64691.324218750007 61082.773437500007 39196.445312500007 85.500000000000014 80.500000000000014 55938.710937500007 1.5000000000000002 2.5000000000000004 37774.541015625007 3.5000000000000004 40758.552734375007 2.5000000000000004 74.500000000000014 1.0000000180025095e-35 33967.421875000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 4 -3 5 6 8 -8 -2 10 -5 17 13 14 15 -13 -16 18 19 28 21 -12 -23 -24 -25 -26 -22 -28 -11 -1 right_child=1 3 -4 9 -6 -7 7 -9 -10 11 20 12 -14 -15 16 -17 -18 -19 -20 -21 26 22 23 24 25 -27 27 -29 -30 -31 leaf_value=-1.8880013300685107e-05 -0.0074900466242493191 0.00064580541689026423 0.0099216237495295279 -0.00034569600831810954 -0.0014100786031611776 0.0081580958389916615 0.0057334241392457703 -0.0058120296713745937 0.00045633537340928791 0.014078467646505756 -0.0030016728868419843 -0.02117402095456385 0.00041902761263383015 -0.00096527439728937318 -0.0085026370598301169 0.027346761864559335 -0.033325487160274198 0.0015034599663347396 -0.012234944913085473 0.026900816140393465 -0.0023741907280784521 -0.016465633311819931 0.013941409030048988 0.010065203934118604 -0.035331323690490031 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-0.000552736 0.000868926 -0.00109446 -0.00757605 -0.0128289 -0.00185763 -0.0201341 0.00199122 0.00969115 0.0172181 -0.00312605 -0.00532626 -0.0105069 -0.00481656 -0.0088894 -0.0138995 -0.00119309 0.005841 -0.00117741 -2.82897e-05 internal_weight=322508 42225.9 2535.31 39690.6 2275.71 1404.24 1180.49 629.265 551.227 25103 21303.2 3799.84 1382.04 261.625 145.786 58.2716 87.5141 2417.8 144.035 107.226 1586.35 741.887 229.784 117.539 96.5707 76.3815 844.459 121.408 36.9765 280282 internal_count=1411424 200308 10840 189468 9607 5827 4900 2604 2296 104426 87241 17185 6490 1171 612 249 363 10695 615 465 6651 3052 923 473 388 307 3599 499 154 1211116 is_linear=0 shrinkage=0.03 Tree=1025 num_leaves=31 num_cat=0 split_feature=3 2 1 1 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 split_gain=2.46097 5.78877 6.24485 5.99878 10.4865 10.1366 13.2211 14.8961 11.2883 9.79923 13.6442 10.6813 13.9534 9.67944 7.40492 9.47415 7.08768 11.9999 17.6534 11.3926 7.97066 8.31448 6.99541 6.83367 6.56305 6.46567 5.85442 5.40431 9.64401 8.94631 threshold=1.0205000042915346 87.470542907714858 1.0000000180025095e-35 1.0000000180025095e-35 14106.575683593752 2.5000000000000004 181.1947937011719 173.86003112792972 431.66661071777349 2243.352905273438 -2.4999999999999996 3991.455688476563 6409.8125000000009 134.73744964599612 -2.4999999999999996 2428.711791992188 767.85998535156261 1637.6347656250002 1289.946716308594 2192.347534179688 3827.336303710938 7510.0949707031259 -5.4999999999999991 308.54922485351568 2192.347534179688 1.5000000000000002 1.5000000000000002 2243.352905273438 2385.3286132812505 2292.840698242188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 9 6 7 -5 23 10 24 14 -13 -12 15 22 -10 18 25 -19 27 26 -11 -8 -3 -18 -22 -21 29 -29 right_child=-2 3 -4 5 -6 -7 8 -9 16 11 13 12 -14 -15 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.017237295995104946 5.3535399070256348e-05 0.0051472398194704495 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56.07631878554821 52.846697017550468 122.28987123072147 223.30023953318596 15.202954098582266 19.495848998427391 13.505211338400839 11.844922930002211 24.745194390416145 37.572007492184639 483.33212114870548 38.700203686952591 leaf_count=161 1385976 1492 281 1382 445 3595 288 547 282 61 113 511 845 3540 5881 384 197 879 254 213 558 912 72 91 65 53 131 151 2148 155 internal_value=4.2749e-05 -0.000593812 -0.00760319 -0.000455526 0.000558627 -0.00146551 -0.00259622 0.00184888 -0.00398499 0.00094901 -0.00097717 0.00276385 -0.0020021 -0.00289082 0.00431663 -0.00332547 -0.00333197 -0.00382428 -0.0131915 -0.00294705 -0.00432581 -0.000851437 0.012401 -0.0145781 0.00426583 -0.0013512 0.00468812 -0.00642669 -0.00556068 0.00435333 internal_weight=322575 5374.91 103.989 5270.92 2630.04 2640.89 1927.52 458.852 1468.67 2522.89 1223.9 1298.99 319.216 896.639 979.772 102.209 1383.39 1314.3 112.544 1201.76 982.786 370.335 25.7804 85.28 327.265 56.4679 147.035 612.451 559.604 76.2722 internal_count=1411663 25687 442 25245 13409 11836 8241 1929 6312 12964 5210 7754 1356 3653 6398 517 5933 5651 504 5147 4268 1601 133 379 1557 250 689 2667 2454 306 is_linear=0 shrinkage=0.03 Tree=1026 num_leaves=31 num_cat=0 split_feature=3 2 1 1 2 1 2 2 2 2 1 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 1 2 2 2 split_gain=2.31707 5.43961 5.84106 5.64972 9.86286 9.54733 12.4568 14.0156 10.6935 9.23875 12.846 10.0804 13.1099 9.13437 6.99185 8.91398 6.67284 11.3732 16.8425 10.729 7.52493 7.82004 6.66725 6.57645 6.15829 6.06536 5.50365 5.17566 5.106 5.92665 threshold=1.0205000042915346 87.470542907714858 1.0000000180025095e-35 1.0000000180025095e-35 14106.575683593752 2.5000000000000004 181.1947937011719 173.86003112792972 431.66661071777349 2243.352905273438 -2.4999999999999996 3991.455688476563 6409.8125000000009 134.73744964599612 -2.4999999999999996 2428.711791992188 767.85998535156261 1637.6347656250002 1289.946716308594 2192.347534179688 3827.336303710938 7510.0949707031259 -5.4999999999999991 308.54922485351568 2192.347534179688 1.5000000000000002 1.5000000000000002 15423.644531250002 6704.7329101562509 6113.6403808593759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 9 6 7 -5 23 10 24 14 -13 -12 15 22 -10 18 25 -19 -21 26 -11 -8 -3 -18 28 -6 29 -22 right_child=-2 3 -4 5 27 -7 8 -9 16 11 13 12 -14 -15 -16 -17 17 19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.016662949872139447 5.1929364374731617e-05 0.0050020781251494603 -0.0019342711125107689 -0.0016232628614028784 -0.024685500487295311 0.0015412551538807465 -0.0096791112645432369 0.0098410912424971506 0.0058491062275392736 -0.0061229037910433557 0.01486950399169561 -0.0096506785903536976 0.0028522029461324548 -0.0033222581734510242 0.0050665554078438077 -0.0083388730182068441 -0.0063956425871851599 0.0031436001752872616 -0.024575047215543582 -0.0062440749654347214 0.0075592080783759511 -0.0043660741888350814 0.024926246808101533 -0.029609469277379692 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0.000921756 -0.000948028 0.00268639 -0.0019416 -0.00280356 0.00419843 -0.00321918 -0.00323535 -0.00371368 -0.0128548 -0.00286082 -0.00419995 -0.000825801 0.0120857 -0.014204 0.00414425 -0.00131156 0.00454074 -0.00836865 0.0071413 0.00480525 internal_weight=322570 5370.75 104.087 5266.66 2627.27 2639.39 1925.7 458.715 1466.98 2520.05 1223.57 1296.48 319.271 896.796 977.21 102.386 1382.08 1312.94 112.043 1200.9 981.912 370.442 25.6643 84.9086 326.776 56.4477 147.243 107.219 122.597 107.017 internal_count=1411663 25687 442 25245 13409 11836 8241 1929 6312 12964 5210 7754 1356 3653 6398 517 5933 5651 504 5147 4268 1601 133 379 1557 250 689 445 558 493 is_linear=0 shrinkage=0.03 Tree=1027 num_leaves=31 num_cat=0 split_feature=3 2 1 1 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 split_gain=2.18153 5.11204 5.46562 5.32087 9.30721 16.1508 12.8063 10.2538 9.85809 9.12929 8.99199 11.736 13.1879 10.1305 8.23895 7.85043 6.96075 6.33218 5.07919 4.82311 4.21783 10.9208 5.31055 4.81229 6.93621 4.71611 4.41199 5.8617 5.07083 4.56608 threshold=1.0205000042915346 87.470542907714858 1.0000000180025095e-35 1.0000000180025095e-35 4505.7285156250009 3673.091186523438 -2.4999999999999996 -2.4999999999999996 6409.8125000000009 14106.575683593752 2.5000000000000004 181.1947937011719 173.86003112792972 431.66661071777349 134.73744964599612 3673.103149414063 455.77806091308599 249.24568176269534 39196.445312500007 15423.644531250002 2510.8642578125005 4706.8647460937509 3.5000000000000004 488.16123962402349 1707.8798828125002 5975.3146972656259 2152.199340820313 2192.347534179688 29.500000000000004 2292.840698242188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -3 15 -6 -10 11 12 -5 17 -8 -7 -15 -13 -18 -11 22 -22 -12 -24 -25 -23 -26 -28 29 -29 right_child=-2 3 -4 10 8 7 14 -9 9 19 20 13 -14 16 -16 -17 18 -19 -20 -21 21 25 23 24 26 -27 27 28 -30 -31 leaf_value=-0.016111769102662279 5.0371559642389867e-05 0.0042214916420472625 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11.949050277471541 92.205224573612213 157.96425934880972 12.131811633706091 128.27759212255478 41.745064914226532 84.925687149167061 105.59736588597298 12.387975499033926 24.894497781991959 17.749227061867714 21.051210418343544 leaf_count=161 1385976 1713 281 1382 386 335 113 5353 845 65 455 126 547 47 4172 47 5834 253 52 380 1089 71 690 189 343 447 50 100 76 85 internal_value=4.02235e-05 -0.000559573 -0.00714035 -0.000429301 0.000527048 0.00128254 -0.000686901 0.00459754 -0.00369741 -0.00107115 -0.00138081 -0.00244782 0.00174065 -0.00375855 -0.00236816 -0.00581672 -0.00314136 -0.0138396 -0.00333837 -0.00810888 0.00149435 -0.00141297 0.00332303 0.00144318 0.00432027 0.00550332 0.00149489 0.00674164 0.00306935 0.00833044 internal_weight=322566 5366.73 104.176 5262.56 2624.6 2226.43 1396.67 829.76 398.168 304.054 2637.96 1923.95 458.574 1465.38 1040.33 77.1742 1380.84 84.5386 1369.13 107.33 714.004 275.693 438.311 331.031 202.754 117.729 161.009 76.0829 63.6949 45.9457 internal_count=1411663 25687 442 25245 13409 11733 5998 5735 1676 1290 11836 8241 1929 6312 4285 382 5933 379 5886 445 3595 1607 1988 1533 843 518 654 311 261 185 is_linear=0 shrinkage=0.03 Tree=1028 num_leaves=31 num_cat=0 split_feature=3 2 1 1 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 split_gain=2.05394 4.8046 5.11627 5.01141 8.7601 15.2499 12.0586 9.67608 9.25817 8.58333 8.56873 15.9133 7.77627 7.10467 6.24694 9.38827 8.328 6.19278 6.09011 5.09454 4.82305 4.59667 4.52865 4.49809 4.23508 4.57001 4.09106 11.5064 6.15456 13.4631 threshold=1.0205000042915346 87.470542907714858 1.0000000180025095e-35 1.0000000180025095e-35 4505.7285156250009 3673.091186523438 -2.4999999999999996 -2.4999999999999996 6409.8125000000009 14106.575683593752 2471.414184570313 3827.336303710938 134.73744964599612 1.5000000000000002 210.22515869140628 431.66661071777349 173.86003112792972 7510.0949707031259 3755.7348632812505 8055.6518554687509 2680.677124023438 2.5000000000000004 263.64595031738287 15423.644531250002 35189.248046875007 8598.4760742187518 723.02862548828136 1637.6347656250002 2192.347534179688 2292.840698242188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -3 -7 -6 -10 13 18 -8 14 16 22 -5 -13 20 -19 -12 24 -16 -11 25 -21 -17 -28 -29 -30 right_child=-2 3 -4 10 8 7 12 -9 9 23 11 17 -14 -15 15 26 -18 19 -20 21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.015582434831126455 4.8860438641776218e-05 0.0041012978562396428 -0.0018216528380355392 -0.0014325520435915448 -0.011801384060775249 -0.0056255679028696824 0.014117263696412939 0.0055161643030822768 0.0026872978366011134 -0.022978240990235113 -0.019246454063578368 0.0048717352187937161 -0.0027063662442288836 0.0024093838857778662 -0.0089727132588065146 0.0056430667923257107 0.0087047296272050705 -0.014103881197406165 -0.027413275100948788 0.010676548555042978 -0.0057929062457997968 0.0051789253211030218 -0.026162748075085708 -0.0053657011665123548 0.010217314157088379 -0.0061237426653174189 -0.012752273159841884 0.0032271519313122744 -0.013874654053593406 0.003197438834155433 leaf_weight=38.630878046154976 317198.93367376213 355.78921242058277 65.627763584256172 262.74562296271324 94.233634829521179 77.392170488834381 25.344472527503967 749.8106891065836 196.59344720095396 15.201479300856588 25.130994200706482 183.07564006745815 1015.2030728012323 668.11334665864706 41.780248761177063 52.300050541758537 100.96167643368244 28.776151031255722 12.709534548223017 15.957927569746969 524.6828295737505 81.114693701267242 20.590559482574463 92.230785489082336 18.987656906247139 167.8153862208128 90.477942794561386 174.14724908769131 78.515500143170357 88.358040660619736 leaf_count=161 1385976 1713 281 1122 386 382 113 5353 845 65 102 888 4172 2956 186 213 404 119 72 65 2734 338 97 380 80 684 406 699 317 354 internal_value=3.90176e-05 -0.000543219 -0.00692043 -0.000416769 0.000511945 0.00124584 -0.0006664 0.00447376 -0.00358552 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6.94979 5.65143 5.17314 4.77224 5.5773 4.587 threshold=1.0205000042915346 87.470542907714858 -1.4999999999999998 1.0000000180025095e-35 4505.7285156250009 3673.091186523438 -2.4999999999999996 -2.4999999999999996 6409.8125000000009 2.5000000000000004 181.1947937011719 173.86003112792972 431.66661071777349 14106.575683593752 134.73744964599612 308.54922485351568 767.85998535156261 1637.6347656250002 1289.946716308594 2192.347534179688 2243.352905273438 2385.3286132812505 2292.840698242188 3827.336303710938 7510.0949707031259 890.76861572265636 1.5000000000000002 6704.7329101562509 6113.6403808593759 511.26914978027349 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -3 -7 -6 10 11 -5 15 -10 -8 -12 29 18 25 -19 -21 22 -22 -23 26 -18 27 28 -25 -14 right_child=-2 3 -4 9 8 7 14 -9 13 -11 12 -13 16 -15 -16 -17 17 19 -20 20 21 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.027162499172228533 4.7394661337429278e-05 0.0039843752504533959 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54.869258940219879 52.653627976775169 37.495253831148148 480.39055413007736 38.70069083571434 93.173640578985214 222.98352517187595 40.071813628077507 24.565333783626556 15.654837206006048 14.066601261496542 28.315382778644562 leaf_count=50 1385976 1713 392 1382 386 382 113 5353 845 3595 288 547 167 445 4172 91 71 879 254 213 151 2148 155 426 912 179 131 65 67 115 internal_value=3.78475e-05 -0.000527368 -0.00670776 -0.000404627 0.000497249 0.00121016 -0.000646512 0.00435305 -0.00347716 -0.0013012 -0.00231499 0.00164262 -0.00355511 -0.00100783 -0.00222722 -0.0132412 -0.00296636 -0.00341572 -0.0121942 -0.00260217 -0.0038685 -0.00326381 0.00463145 -0.00397087 -0.000696306 -0.000885822 0.00435664 0.00686884 0.00461013 0.00554016 internal_weight=322557 5357.88 104.334 5253.54 2619.03 2220.7 1396.01 824.691 398.335 2634.51 1921.14 458.362 1462.78 303.993 1040.75 83.8167 1378.96 1309.77 111.088 1198.69 979.684 927.03 76.1959 850.834 370.444 56.2183 147.46 122.895 107.24 69.1883 internal_count=1411663 25687 442 25245 13409 11733 5998 5735 1676 11836 8241 1929 6312 1290 4285 379 5933 5651 504 5147 4268 4055 306 3749 1601 250 689 558 493 282 is_linear=0 shrinkage=0.03 Tree=1030 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 3 2 1 1 1 1 2 1 2 2 0 2 1 0 2 0 1 0 1 3 2 2 2 2 split_gain=1.76718 2.4183 2.94859 4.99502 5.74661 4.25318 1.82593 2.52751 8.66351 2.34849 3.51553 2.74934 1.82225 1.27896 4.68601 2.77638 2.46587 3.86094 3.67089 3.2628 4.18131 8.12982 7.99222 6.93272 5.81531 5.08813 3.08403 10.7142 9.42409 3.68386 threshold=94.500000000000014 1395.3037719726565 3455.044799804688 3325.9851074218755 96.500000000000014 1.0000000180025095e-35 74.000000000000014 52302.683593750007 1.0000000180025095e-35 42.500000000000007 22.500000000000004 15.500000000000002 2602.8994140625005 -22.499999999999996 177.03444671630862 210.22515869140628 2.5000000000000004 7882.7980957031259 -23.499999999999996 20.500000000000004 4326.6347656250009 61.500000000000007 -40.499999999999993 47.500000000000007 -28.499999999999996 1.532000005245209 18984.831054687504 9416.2739257812518 6860.8740234375009 31791.298828125004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 -2 3 4 12 -5 9 -8 -9 10 11 -4 -3 14 -1 -16 17 -17 -19 -18 21 22 -21 24 -22 -24 27 28 -26 -28 right_child=1 2 6 5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 16 19 18 -20 20 23 -23 25 -25 26 -27 29 -29 -30 -31 leaf_value=0.024351076234077351 -0.016308506983595709 -0.012269981441244903 -0.0020567128451168446 0.025382494539882155 0.017790601516809647 0.001342823503059435 0.014983633602630672 0.030183374501311647 -0.027356238160001729 0.0086215499046989122 -0.015434817482955504 0.013145485538565045 -0.00026871275017458158 2.0853518360068006e-05 -0.015494621932294459 0.032031446731018647 -0.00096093852243607318 0.0072715517793852319 -0.049357236583032649 -0.013491903363072211 0.0094363857960835032 -0.017668229109904093 -0.00040059798673971981 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1.61808 1.56737 3.40068 3.13518 threshold=94.500000000000014 1395.3037719726565 3455.044799804688 3325.9851074218755 96.500000000000014 1.0000000180025095e-35 40.666500091552741 58108.183593750007 84255.890625000015 8598.4760742187518 12715.829589843752 14427.237304687502 3673.103149414063 28.166500091552738 1.0000000180025095e-35 42.500000000000007 22.500000000000004 1.0000000180025095e-35 96.500000000000014 23484.753906250004 28492.581054687504 18984.831054687504 99995.847656250015 42366.021484375007 -1.4999999999999998 2602.8994140625005 20724.130859375004 8430.8989257812518 1.0000000180025095e-35 23484.753906250004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 25 -5 9 27 -9 12 -11 -12 13 14 -4 16 17 18 22 21 -21 -19 23 26 -24 -3 -13 28 -8 -29 right_child=1 2 6 5 -6 -7 7 8 -10 10 11 15 -14 -15 -16 -17 -18 19 -20 20 -22 -23 24 -25 -26 -27 -28 29 -30 -31 leaf_value=2.3452654293580282e-05 -0.015832123909119544 -0.0119105146594214 0.0013940796448491228 0.024915977874070749 0.017282914595767512 0.0013020513217215 0.0031049055774162691 -0.035662793105735682 -0.0017438961539029089 0.019424519654350061 -0.020663822655346616 -0.014821560054577548 -0.01465409815116667 0.0089110305458457856 -0.01278406320055011 0.00970533333179909 -0.015981748486266576 -0.0020686961162064421 0.00524356408199988 -0.023925638234868943 -1.9999499387311979e-05 0.026224828524535091 -0.023130301880182638 0.014325296944181802 -0.0081906704743597292 -0.0002606501572293526 -0.0023005138776939975 -0.0070520662502988728 0.023787166038123898 0.018045441362397132 leaf_weight=321749.6532096166 9.5304102748632413 20.298211254179478 15.549444764852522 14.985592007637026 11.939276367425917 11.766144067049025 10.981942087411882 7.9084673412144175 77.784882954321802 19.698504127562046 14.527105532586573 17.699966937303543 43.550696387887001 16.87738448381424 28.782655596733093 14.53620310872793 16.148081053048372 16.45364082604647 40.516001924872398 13.251204133033751 329.13705523312092 12.592777721583841 10.418727844953535 14.087492331862448 65.089981108903885 25.912442237138748 19.546880483627319 8.980132922530176 20.532588586211205 8.9385718107223493 leaf_count=1407822 42 93 69 77 54 51 49 72 590 90 71 71 225 75 162 115 80 97 183 87 1391 67 55 58 309 118 79 55 101 49 internal_value=1.97748e-05 -0.00124174 -0.00109198 0.00408155 -0.000725207 0.0145299 -0.00161266 0.00150078 -0.0048742 -0.0022065 -0.00120778 -0.00190371 -0.00796184 -0.00320028 -0.00781109 -0.00142514 -0.0017167 -0.00128916 -0.00398647 -7.38225e-05 -0.000945202 0.0101977 -0.00693471 -0.00205518 -0.010252 -0.0053779 -0.0082506 0.0125519 0.01658 0.00546758 internal_weight=322688 938.022 928.492 84.9017 58.1499 26.7517 843.59 135.127 85.6934 708.464 603.704 584.005 104.76 61.2095 44.3321 569.478 554.942 538.794 167.359 371.435 342.388 29.0464 126.843 51.3343 75.5087 46.2107 37.2468 49.4332 31.5145 17.9187 internal_count=1412457 4635 4593 393 265 128 4200 916 662 3284 2753 2663 531 306 231 2592 2477 2397 755 1642 1478 164 572 208 364 211 150 254 150 104 is_linear=0 shrinkage=0.03 Tree=1032 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 3 2 1 1 1 1 2 1 2 2 0 2 1 1 2 0 2 0 1 0 1 3 0 2 split_gain=1.56686 2.14473 2.61975 4.49366 5.1 3.92085 1.63493 2.25744 8.28418 2.09256 3.13738 2.56863 1.61681 1.20608 4.49015 2.58958 2.3478 3.78657 3.35402 3.57916 3.45327 3.07763 3.95714 7.62121 7.48925 6.66979 5.50988 4.81892 2.96929 6.29119 threshold=94.500000000000014 1395.3037719726565 3455.044799804688 3325.9851074218755 96.500000000000014 1.0000000180025095e-35 74.000000000000014 52302.683593750007 1.0000000180025095e-35 42.500000000000007 22.500000000000004 15.500000000000002 2602.8994140625005 -22.499999999999996 177.03444671630862 210.22515869140628 2.5000000000000004 7882.7980957031259 -31.499999999999996 -65.499999999999986 99995.847656250015 20.500000000000004 4326.6347656250009 61.500000000000007 -40.499999999999993 47.500000000000007 -28.499999999999996 1.532000005245209 9.5000000000000018 15066.298339843752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=13 -2 3 4 12 -5 9 -8 -9 10 11 -4 -3 14 -1 -16 17 -17 19 20 -19 28 23 24 -23 26 -24 -26 -18 -30 right_child=1 2 6 5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 16 21 18 -20 -21 -22 22 25 -25 27 -27 -28 -29 29 -31 leaf_value=0.024017005273945465 -0.015370765147492816 -0.01156194304391402 -0.0019444927140041589 0.024458726065607034 0.016790820684444482 0.0012625341219410354 0.014070612377969444 0.029454457036053306 -0.027176335984621904 0.0081220135345819351 -0.014614199632403575 0.012737024134974169 -0.00025282807562700956 1.9524320275532113e-05 -0.014881293602767994 0.031968636924357044 0.0021769842239006952 -0.054363598685122153 -0.01327293338611533 0.021785195119156168 0.030317282672618483 -0.013001840797346073 0.0092047028564390225 -0.017068999809223422 -0.00038922541534809428 0.019756381964283608 -0.00097137740219912464 0.0087193014699375078 0.0015857209331487183 -0.0072317644898427184 leaf_weight=7.6147063151001921 9.5221010595560056 20.283091925084591 772.76193807274103 14.810445025563242 11.920791223645208 11.770336076617239 13.740907672792673 3.8417467176914215 5.8877119375392795 18.735176168382168 17.416666643694043 10.876059256494043 25.912655562162399 320760.79097647441 9.2803638949990255 5.5998755416949306 173.31461300887167 1.1996217053383631 6.5856688758358333 8.9447652478702349 0.67857677326537658 28.204272605478764 86.171461824327707 21.589184671640396 124.27635455876589 25.906457925215364 107.78839199990034 90.228810831904411 147.01764500513673 144.31110987812281 leaf_count=59 42 93 3525 77 54 51 94 16 229 195 87 54 118 1400345 64 139 1595 14 201 430 329 161 589 93 644 310 535 517 1004 793 internal_value=1.91807e-05 -0.0012055 -0.00106015 0.00396945 -0.000703819 0.0141871 -0.00156532 0.00624162 -0.00481526 -0.00178883 -0.00202063 -0.00174073 -0.0052183 2.27491e-05 0.00106893 0.000890818 0.00104143 0.0105104 0.00360793 0.0138798 -0.0237691 0.000811811 0.00248561 1.19086e-05 0.00153127 0.00545921 0.0035496 0.00344216 -0.00093231 -0.00278206 internal_weight=322687 937.48 927.958 84.6973 58.1165 26.5808 843.26 23.4704 9.72946 819.79 801.055 783.638 46.1957 321750 988.712 981.097 971.817 23.0085 17.4086 10.823 1.8782 948.808 484.165 264.299 242.709 219.866 193.96 214.505 464.643 291.329 internal_count=1412457 4635 4593 393 265 128 4200 339 245 3861 3666 3579 211 1407822 7477 7418 7354 1113 974 773 343 6241 2849 1415 1322 1434 1124 1161 3392 1797 is_linear=0 shrinkage=0.03 Tree=1033 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 3 2 2 2 2 2 2 3 1 1 1 1 0 2 2 2 2 2 1 2 2 2 1 2 split_gain=1.47493 2.02009 2.46912 4.26197 4.80487 3.7644 1.58678 9.77325 8.90729 4.27986 9.0555 5.52178 3.52697 3.58203 2.13947 1.81979 3.37394 1.8293 4.74892 3.46711 7.73387 5.87451 2.12226 5.45153 2.04814 1.52304 1.52272 1.44954 3.13992 2.97421 threshold=94.500000000000014 1395.3037719726565 3455.044799804688 3325.9851074218755 96.500000000000014 1.0000000180025095e-35 40.666500091552741 58108.183593750007 84255.890625000015 8598.4760742187518 12715.829589843752 14427.237304687502 3673.103149414063 28.166500091552738 1.0000000180025095e-35 42.500000000000007 22.500000000000004 1.0000000180025095e-35 96.500000000000014 23484.753906250004 28492.581054687504 18984.831054687504 99995.847656250015 42366.021484375007 -1.4999999999999998 2602.8994140625005 20724.130859375004 8430.8989257812518 1.0000000180025095e-35 23484.753906250004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 25 -5 9 27 -9 12 -11 -12 13 14 -4 16 17 18 22 21 -21 -19 23 26 -24 -3 -13 28 -8 -29 right_child=1 2 6 5 -6 -7 7 8 -10 10 11 15 -14 -15 -16 -17 -18 19 -20 20 -22 -23 24 -25 -26 -27 -28 29 -30 -31 leaf_value=2.2068503693982532e-05 -0.014923809600844965 -0.011223880669023254 0.0014103519848685615 0.024010258726636445 0.016313683941844542 0.0012242297705328639 0.0029225452180227486 -0.03546935193632348 -0.0016425615677659751 0.018872662842000339 -0.020115036522162903 -0.01431789955758081 -0.014250641162778771 0.0087011569064582798 -0.012413139986435038 0.0091227800727179502 -0.015157197187809609 -0.0019572775673645372 0.0051497612411174698 -0.023525072123291121 2.6431081610278944e-05 0.025189456167972486 -0.022101771217402078 0.013979746723233514 -0.0078545537191846496 -0.00024524056694519411 -0.0021724595182436948 -0.0069790356972154891 0.022768815519981337 0.017452537728164602 leaf_weight=321748.1366784409 9.5131964683532697 20.267435781657696 15.552111327648161 14.637109711766245 11.90165528655052 11.774393603205679 10.970966994762422 7.7013586768880478 77.586619981564581 19.728500217199326 14.43748879432678 17.700784400105476 43.266849085688591 16.879066348075867 28.620625041425228 14.610094681382177 16.051551032811403 16.418846763670448 40.475708812475204 13.046267986297606 329.09249599277973 12.741926170885561 10.546787172555922 14.061758413910864 65.350627899169922 25.912861935794353 19.553030177950859 8.9737594015896338 20.73442118614912 8.9641383998095971 leaf_count=1407822 42 93 69 77 54 51 49 72 590 90 71 71 225 75 162 115 80 97 183 87 1391 67 55 58 309 118 79 55 101 49 internal_value=1.86071e-05 -0.00116986 -0.0010288 0.00386043 -0.000683075 0.0138521 -0.00151881 0.0014628 -0.00469706 -0.00208694 -0.00111753 -0.00179273 -0.00769806 -0.0030543 -0.00754624 -0.00132836 -0.00160346 -0.00119982 -0.00380049 -2.529e-05 -0.000871623 0.00990461 -0.00664821 -0.00193579 -0.00983436 -0.0050635 -0.00794325 0.0120455 0.0159014 0.0052302 internal_weight=322685 937.072 927.559 84.4935 58.082 26.4115 843.066 134.931 85.288 708.135 603.816 584.087 104.319 61.0518 44.1727 569.65 555.04 538.988 167.689 371.3 342.139 29.1608 127.213 51.3156 75.8974 46.1803 37.2538 49.6433 31.7054 17.9379 internal_count=1412457 4635 4593 393 265 128 4200 916 662 3284 2753 2663 531 306 231 2592 2477 2397 755 1642 1478 164 572 208 364 211 150 254 150 104 is_linear=0 shrinkage=0.03 Tree=1034 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 3 2 2 2 2 2 2 3 1 1 1 1 0 2 2 2 2 2 1 2 2 2 1 2 split_gain=1.38928 1.90268 2.32763 4.04206 4.527 3.614 1.4928 9.1789 8.63912 4.05036 8.5084 5.2314 3.34867 3.37767 2.02696 1.70885 3.18684 1.71739 4.45992 3.24754 7.3901 5.43948 1.97821 5.13552 1.8882 1.43476 1.4331 1.34892 2.91092 2.79286 threshold=94.500000000000014 1395.3037719726565 3455.044799804688 3325.9851074218755 96.500000000000014 1.0000000180025095e-35 40.666500091552741 58108.183593750007 84255.890625000015 8598.4760742187518 12715.829589843752 14427.237304687502 3673.103149414063 28.166500091552738 1.0000000180025095e-35 42.500000000000007 22.500000000000004 1.0000000180025095e-35 96.500000000000014 23484.753906250004 28492.581054687504 18984.831054687504 99995.847656250015 42366.021484375007 -1.4999999999999998 2602.8994140625005 20724.130859375004 8430.8989257812518 1.0000000180025095e-35 23484.753906250004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 25 -5 9 27 -9 12 -11 -12 13 14 -4 16 17 18 22 21 -21 -19 23 26 -24 -3 -13 28 -8 -29 right_child=1 2 6 5 -6 -7 7 8 -10 10 11 15 -14 -15 -16 -17 -18 19 -20 20 -22 -23 24 -25 -26 -27 -28 29 -30 -31 leaf_value=2.1406487966168115e-05 -0.014490680921978669 -0.01089596255966296 0.0013686510631822171 0.023570135844880744 0.015850909892087421 0.0011870998542329694 0.0028373632954710824 -0.035288910675881448 -0.0015937381257060742 0.018277239242067783 -0.019625379274763832 -0.01388935930803372 -0.013903179141362812 0.0084392598686466123 -0.012099783753541513 0.0088258894494773841 -0.014748772868277877 -0.0019006734318236936 0.0050032008839804307 -0.023157528678244672 2.5637518787299634e-05 0.024140911208995051 -0.02120985576664176 0.013590026519135129 -0.0075952226787472776 -0.00023788191757357835 -0.0021069492962495716 -0.006780787274164043 0.021928416842743603 0.016890538203131723 leaf_weight=321747.99474447116 9.503764793276785 20.251317232847214 15.545276239514349 14.465730249881746 11.88195665180683 11.778321355581282 10.96146433055401 7.5113860834389916 77.564854479394853 19.759577952325344 14.35503977537155 17.699529781937599 43.021481230854988 16.880761861801147 28.483093783259392 14.647925868630407 16.001931920647621 16.400859363377098 40.412520110607147 12.858592689037321 329.09326532483101 12.894116997718809 10.658837676048277 14.031519085168837 65.551381543278694 25.913062334060669 19.556111127138138 8.9592621996998805 20.880899496376514 8.9842172525823099 leaf_count=1407822 42 93 69 77 54 51 49 72 590 90 71 71 225 75 162 115 80 97 183 87 1391 67 55 58 309 118 79 55 101 49 internal_value=1.80481e-05 -0.00113575 -0.000998833 0.00375439 -0.000662953 0.0135246 -0.00147426 0.00141847 -0.00456869 -0.00202539 -0.00108398 -0.00173889 -0.00749575 -0.00297003 -0.00734443 -0.00128828 -0.00155514 -0.00116356 -0.00368119 -2.48703e-05 -0.000846131 0.00956147 -0.00643386 -0.00187864 -0.00949938 -0.00491335 -0.00770457 0.0116496 0.0153565 0.00507134 internal_weight=322685 936.508 927.004 84.2904 58.0463 26.2441 842.714 134.862 85.0762 707.852 603.921 584.162 103.931 60.9091 44.0284 569.807 555.159 539.157 167.91 371.247 341.952 29.295 127.497 51.2872 76.2102 46.1644 37.2556 49.7858 31.8424 17.9435 internal_count=1412457 4635 4593 393 265 128 4200 916 662 3284 2753 2663 531 306 231 2592 2477 2397 755 1642 1478 164 572 208 364 211 150 254 150 104 is_linear=0 shrinkage=0.03 Tree=1035 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 2 3 3 3 0 0 2 1 0 2 2 0 1 1 3 2 2 0 2 0 1 1 0 1 2 split_gain=2.49986 9.15311 9.62655 23.763 24.285 20.3553 41.2284 60.1092 19.2235 18.5723 24.6986 11.9479 10.9114 10.904 26.8243 11.0837 13.3051 10.4247 11.6906 10.419 18.2001 15.2996 20.531 14.5874 19.9322 14.667 12.433 18.0199 10.0884 10.0445 threshold=15066.298339843752 6.4175000190734872 1.3535000085830691 17012.167968750004 1.1980000138282778 17918.074218750004 1.8174999952316286 2.5095000267028813 1.9854999780654909 76.500000000000014 71.500000000000014 17012.167968750004 1.0000000180025095e-35 69.500000000000014 17012.167968750004 17466.614257812504 32.500000000000007 1.0000000180025095e-35 -11.499999999999998 1.8174999952316286 35189.248046875007 68532.378906250015 60.500000000000007 25057.239257812504 59.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 61.500000000000007 7.5000000000000009 20123.864257812504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 6 -4 8 11 10 17 -8 -6 15 -15 16 -10 18 -9 20 23 -22 -23 24 25 29 -24 -28 -27 -7 right_child=1 -3 5 -5 12 19 7 9 13 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 22 26 -25 -26 28 27 -29 -30 -31 leaf_value=3.2655319887714928e-05 0.0014473997340275786 0.0001751435646874837 -0.0073512371823161986 -0.00015969551436634011 0.0058708340957620156 -0.005638627552534933 0.0025276011208649036 -0.018357476005330806 0.0068327490682924688 0.0088066801411360342 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63.331761702895164 53.832471892237663 314.63326736912131 leaf_count=1075787 1887 180123 4971 15021 505 838 1300 147 1254 298 436 468 661 196 65 415 796 1537 1642 104840 5965 976 243 4529 2070 2410 66 316 253 1293 internal_value=-1.28962e-05 -0.000166095 -0.000492802 0.00083764 0.00578676 -0.000665308 -0.0029064 -0.000367919 0.00446502 -0.00571564 -0.00687397 -0.000475396 0.0127178 0.00765006 -0.00416795 0.00889221 0.0107219 -0.00510035 -0.00195831 -0.000420686 0.000905712 0.00328805 -0.00237906 -0.000612507 0.00115053 0.00329779 0.00778176 0.000670663 0.00630049 -0.000462269 internal_weight=322404 73891.6 37749.6 4332.85 726.702 33416.8 3288.58 2093.16 1099.5 993.662 920.26 430.985 279.797 668.516 63.5822 604.933 502.849 814.222 438.517 30128.2 4528.76 1762.73 344.865 2766.02 1671.44 1169.17 117.827 76.8868 650.051 519.118 internal_count=1411308 335521 155398 18074 3053 137324 13525 8554 4494 4060 3762 1768 1166 2726 261 2465 2050 3326 1789 123799 18959 7566 1601 11393 6864 4794 625 382 2663 2131 is_linear=0 shrinkage=0.03 Tree=1036 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 2 3 3 3 0 0 2 0 2 2 0 1 1 1 3 2 2 0 2 0 1 1 0 0 2 split_gain=2.35216 8.61264 9.05814 22.3619 22.8505 19.1655 38.8109 56.586 18.1035 17.4833 23.3042 11.2462 10.2618 25.3122 10.4408 12.5453 10.2589 9.82846 10.995 9.80468 17.1401 14.397 19.3601 13.7232 18.7499 13.7963 11.8951 16.793 10.044 16.6275 threshold=15066.298339843752 6.4175000190734872 1.3535000085830691 17012.167968750004 1.1980000138282778 17918.074218750004 1.8174999952316286 2.5095000267028813 1.9854999780654909 76.500000000000014 71.500000000000014 17012.167968750004 69.500000000000014 17012.167968750004 17466.614257812504 32.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 -11.499999999999998 1.8174999952316286 35189.248046875007 68532.378906250015 60.500000000000007 25057.239257812504 59.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 61.500000000000007 38.500000000000007 22009.412109375004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 6 -4 8 11 10 17 -8 14 -14 15 -10 -6 18 -9 20 23 -22 -23 24 25 -7 -24 -28 29 -27 right_child=1 -3 5 -5 16 19 7 9 12 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 22 26 -25 -26 28 27 -29 -30 -31 leaf_value=3.1675677014999825e-05 0.0014042077041204757 0.00016989441402594498 -0.0071341562551719157 -0.00015490407227678336 0.0056965755549412802 -0.00044844931263844683 0.0024517548356629477 -0.017800084604612465 0.0066303955295398424 0.0085437983668995819 -0.019912899536406282 -0.0085243486407010748 -0.014864985956793114 0.02912453789005463 -0.00011678198237519738 0.016356278880748375 0.017306922096865972 -0.0085128225015563067 -0.00048034901953452241 -0.00063568177457701866 0.0045286855916388319 -0.0074271120133396554 0.020748923082705577 -0.0032050803215237147 -0.0037305423345340926 -0.0030949867461893244 -0.029419297637095509 0.0071915116784605632 0.0092313669367851351 0.013417067371715158 leaf_weight=248512.24483744329 446.83271534740925 36140.919385639892 1194.8499544933438 3606.1578545570374 119.75210206955671 519.07348345220089 316.56756493449211 35.931944586336613 307.40342678129673 73.390701144933701 105.85507875680923 114.36593702435493 47.877798348665237 15.611314892768858 102.08410762250423 195.12952883541584 160.02100610733032 375.35065759718418 402.6096650660038 25599.232281718403 1417.1800817139447 226.90504563599825 40.461327971890569 1094.7388531416655 502.50944371521473 190.78089559078217 13.728009045124052 63.12844954431057 382.32200339436531 77.055101752281189 leaf_count=1075787 1887 180123 4971 15021 505 2131 1300 147 1254 298 436 468 196 65 415 796 661 1537 1642 104840 5965 976 243 4529 2070 785 66 316 1553 325 internal_value=-1.25088e-05 -0.000161118 -0.000478047 0.000812527 0.0056139 -0.000645393 -0.00282056 -0.000357057 0.00433296 -0.00554719 -0.00667157 -0.000461206 0.00742524 -0.00404842 0.00863005 0.0104069 0.0123373 -0.0049494 -0.00189944 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1.3535000085830691 17012.167968750004 1.1980000138282778 17918.074218750004 1.8174999952316286 2.5095000267028813 1.9854999780654909 76.500000000000014 71.500000000000014 17012.167968750004 5.5000000000000009 -1.4999999999999998 69.500000000000014 17012.167968750004 17466.614257812504 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -11.499999999999998 1.8174999952316286 35189.248046875007 68532.378906250015 60.500000000000007 30553.010742187504 41.500000000000007 2.5000000000000004 1.0000000180025095e-35 61.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 12 6 -4 8 11 10 19 -8 13 -2 16 -16 17 -10 -6 20 -9 22 25 -24 -25 26 -7 -28 -26 -30 right_child=1 -3 5 -5 18 21 7 9 14 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 23 24 28 -27 27 -29 29 -31 leaf_value=3.072543334440306e-05 -0.0056607940132380507 0.0001648025833786404 -0.0069235512375123345 -0.00015025642426308284 0.0055275170010382008 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25599.029055062681 1416.5001153163612 226.77130229026079 39.990665700286627 422.41708424314857 1019.4850831702352 207.19938211143017 13.890642210841177 62.929911628365517 leaf_count=1075787 450 180123 4971 15021 505 4567 1300 147 546 298 436 468 112 1325 196 65 415 1504 661 1537 1642 104840 5965 976 243 1743 4241 842 66 316 internal_value=-1.21331e-05 -0.00015629 -0.000463735 0.000788171 0.00544637 -0.000626077 -0.00273732 -0.000346525 0.00420495 -0.00538385 -0.0064753 -0.000447443 0.0013623 0.00247366 0.00720737 -0.00393283 0.00837595 0.0101016 0.0119692 -0.00480297 -0.00184238 -0.000395834 0.000852629 0.0030987 -0.00224548 -0.000576129 0.00030203 -0.00210278 0.0073897 0.00063408 internal_weight=322396 73884 37744.1 4332.66 726.488 33411.4 3285.4 2091.13 1098.54 992.589 919.212 430.878 446.762 420.124 667.666 63.3875 604.278 502.194 279.726 813.553 438.56 30126 4527.01 1760.08 343.583 2766.92 2344.51 1226.68 116.811 76.8206 internal_count=1411308 335521 155398 18074 3053 137324 13525 8554 4494 4060 3762 1768 1887 1775 2726 261 2465 2050 1166 3326 1789 123799 18959 7566 1601 11393 9650 5083 625 382 is_linear=0 shrinkage=0.03 Tree=1038 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 2 3 3 3 0 0 2 1 1 0 2 2 0 1 1 1 1 3 2 2 0 2 0 1 1 split_gain=2.08242 7.6255 8.02006 19.803 20.2409 16.9909 34.3942 50.1475 16.0514 15.4944 20.7616 9.96462 9.10343 9.09416 9.0852 22.5531 9.2602 11.7457 9.07813 8.91586 8.73624 9.76503 8.68238 15.2014 12.7485 17.2147 12.4571 17.0722 12.9564 10.8829 threshold=15066.298339843752 6.4175000190734872 1.3535000085830691 17012.167968750004 1.1980000138282778 17918.074218750004 1.8174999952316286 2.5095000267028813 1.9854999780654909 76.500000000000014 71.500000000000014 17012.167968750004 5.5000000000000009 -1.4999999999999998 69.500000000000014 17012.167968750004 17466.614257812504 32.500000000000007 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 -13.499999999999998 1.8174999952316286 35189.248046875007 68532.378906250015 60.500000000000007 25057.239257812504 59.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 12 6 -4 8 11 10 20 -8 13 -2 16 -16 17 19 -6 -10 21 -9 23 26 -25 -26 27 28 -7 -27 right_child=1 -3 5 -5 18 22 7 9 14 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 29 -28 -29 -30 -31 leaf_value=2.9803659220817073e-05 -0.0054830321501802915 0.00015986316167694898 -0.0067192159107245363 -0.00014574819906431447 0.0053634959685787192 -0.00047649884134520526 0.002306843425247763 -0.018688017632675673 -0.0015188028472819584 0.0080420758604705916 -0.018809304539293803 -0.0080287436166781492 -0.015691562653262017 0.0048709022370355109 -0.014002959318863811 0.027682692084337202 -0.00010987987144781149 0.015564573280045976 0.016287838340384799 0.0095545872442539172 -0.0080252568528533571 -0.00060138562078338809 -0.00059812260514879216 0.0042651717439905869 -0.0069965724540688402 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16.2299 11.9887 15.0271 13.3704 10.4094 threshold=15066.298339843752 6.4175000190734872 1.3535000085830691 17012.167968750004 1.1980000138282778 17918.074218750004 1.8174999952316286 2.5095000267028813 1.9854999780654909 76.500000000000014 71.500000000000014 17012.167968750004 70.500000000000014 5.5000000000000009 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 25.500000000000004 21.500000000000004 15423.644531250002 -8.4999999999999982 50.500000000000007 1.8174999952316286 35189.248046875007 68532.378906250015 60.500000000000007 30553.010742187504 41.500000000000007 2.5000000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 13 6 -4 8 11 10 16 -8 -10 14 -2 -6 17 18 -9 -19 -20 -15 23 26 -25 -26 27 -7 -29 -27 right_child=1 -3 5 -5 15 22 7 9 12 -11 -12 -13 -14 21 -16 -17 -18 19 20 -21 -22 -23 -24 24 25 29 -28 28 -30 -31 leaf_value=2.8909545230161997e-05 -0.0053111636307809004 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12.63073083758354 14.969945959746836 117.47530986368656 138.13789911568165 13.458393096923826 25598.62718462199 1415.1646729819477 226.50141885131598 39.074958600103855 422.57182840630412 1020.1960737220943 207.160928606987 76.759204223752022 leaf_count=1075787 450 180123 4971 15021 505 4567 1300 645 2589 298 436 468 137 57 1325 661 1537 51 61 473 559 55 104840 5965 976 243 1743 4241 842 382 internal_value=-1.14154e-05 -0.000147063 -0.000436378 0.00074163 0.00512584 -0.000589153 -0.00257803 -0.00032638 0.00395922 -0.00507177 -0.00610029 -0.000421148 0.00678795 0.00128193 0.00232747 0.0112682 -0.00452307 -0.00173339 0.0011031 -0.00845867 0.00895491 -0.0152331 -0.000372447 0.000802565 0.00292008 -0.00211951 -0.00054182 0.00029615 -0.00199587 0.00701469 internal_weight=322389 73877 37739.2 4332.5 726.309 33406.7 3282.32 2089.24 1097.8 991.434 918.089 430.76 667.042 446.739 420.14 279.571 812.861 438.586 308.48 130.106 153.108 26.5984 30124.3 4525.71 1757.5 342.336 2768.21 2345.64 1227.36 115.834 internal_count=1411308 335521 155398 18074 3053 137324 13525 8554 4494 4060 3762 1768 2726 1887 1775 1166 3326 1789 1265 524 620 112 123799 18959 7566 1601 11393 9650 5083 625 is_linear=0 shrinkage=0.03 Tree=1040 num_leaves=31 num_cat=0 split_feature=2 2 0 1 2 0 2 2 2 3 3 2 3 3 0 1 0 1 1 3 3 0 0 0 2 0 1 1 1 1 split_gain=3.04316 6.12033 7.37035 25.9014 25.3794 19.4886 22.8297 16.3329 14.5744 14.2842 35.9878 28.0061 28.0125 23.6061 16.6864 14.692 13.3985 13.1183 12.3336 11.761 11.2629 11.9454 9.19177 27.075 25.3652 19.4724 31.8117 17.4158 18.022 16.5428 threshold=3991.455688476563 3527.054809570313 18.500000000000004 2.5000000000000004 3673.091186523438 3.5000000000000004 3673.091186523438 3673.103149414063 3673.103149414063 1.8989999890327456 1.6674999594688418 3755.7348632812505 1.5979999899864199 1.2994999885559084 55.500000000000007 -5.4999999999999991 64.500000000000014 11.500000000000002 -1.4999999999999998 74.000000000000014 2.279500007629395 24.500000000000004 51.500000000000007 53.500000000000007 3673.103149414063 55.500000000000007 1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 6 -3 -7 19 10 11 12 22 14 -13 -12 -17 -11 -14 -8 -19 -22 29 27 25 26 -25 -24 -29 -4 right_child=-2 2 9 4 -6 7 8 -9 -10 17 15 13 18 -15 -16 16 -18 20 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-3.7680517921292406e-05 7.2269419136611752e-05 0.051428474499028411 -0.0021952770898961585 -0.022087859233445566 0.0094058116846630988 -0.0043688237756987344 0.0038314533513841881 0.0019314861483311764 0.047865184811742047 0.001125796567473292 0.0053458103228892512 -0.00056612363916131142 0.0014733066009444307 0.0076613008346359474 -0.034418900881386751 -0.0037815001861595549 -0.01140176632328711 0.0062436819121712284 -0.0080970201361932701 -0.013043031549915473 0.013458392257979556 -0.014599156069590662 -0.0044610154472187408 0.0098818508621742358 0.016046087219289677 -0.0018210024199943958 -0.0011898484945352694 0.0068677615825140882 -0.012771681038966316 0.00098548389212242595 leaf_weight=151818.82082520612 142181.40703070321 8.8498503826558572 1851.7718997597694 25.178537055850029 269.76588772237301 2438.3351365029812 324.03303269133903 436.63968460261822 6.3142246901988974 6166.2752353996038 145.51742319017649 332.35248407721519 151.68739630281925 707.43836230039597 13.64226211607456 2365.6008483171463 227.64676176011562 42.951030120253563 602.85881508886814 41.990007826592773 15.417694583535193 119.56235348246992 2150.325237005949 415.97536849975586 95.632628351449966 1507.5706929564476 532.61003822088242 237.39257423579693 51.104880169034004 7167.880748860538 leaf_count=652163 625488 56 8267 125 1221 10642 5612 1832 29 26281 752 1547 677 2894 56 9802 1007 213 2509 555 75 717 11517 1782 393 6718 2776 1418 391 33873 internal_value=-3.15055e-05 -0.000113354 -0.000517138 -0.00179574 0.00671729 -0.00256685 0.00380707 -0.00341196 0.00267519 -0.000334799 -0.000754919 -0.000205197 -0.000542374 0.00452064 -0.00190091 -0.00392994 -0.00445044 0.000894065 -0.00617309 0.00189562 -0.00713669 -0.0113944 -0.000239123 -0.00127216 0.000888052 0.00029786 0.00366533 -0.00353243 0.0033888 0.000332461 internal_weight=322453 180271 28452.3 3551.11 294.944 3256.16 381.187 2874.97 372.337 24901.2 18557 15818.2 14764.8 1053.43 345.995 2738.77 2593.25 6344.21 754.546 366.023 177.931 134.98 14010.3 4990.61 2551.79 2456.16 948.585 2438.82 288.497 9019.65 internal_count=1411388 785900 133737 20072 1346 18726 6252 12474 6196 113665 86379 74818 70321 4497 1603 11561 10809 27286 3186 6167 1005 792 67135 24995 11669 11276 4558 13326 1809 42140 is_linear=0 shrinkage=0.03 Tree=1041 num_leaves=31 num_cat=0 split_feature=2 2 0 1 0 1 0 1 1 3 0 1 1 0 0 2 0 2 1 0 0 0 0 1 1 3 0 0 0 1 split_gain=2.86344 5.80612 9.64922 19.8762 21.2129 24.8305 21.5602 28.3131 18.1625 16.9704 21.5401 33.42 16.1159 18.0093 17.377 20.8164 14.687 14.0876 13.7076 18.3556 13.7071 14.812 12.3643 21.3987 14.2945 20.0436 14.8799 12.5805 12.4484 11.8932 threshold=3991.455688476563 3673.091186523438 51.500000000000007 4.5000000000000009 53.500000000000007 1.5000000000000002 55.500000000000007 1.0000000180025095e-35 4.5000000000000009 2.9229999780654912 77.500000000000014 1.0000000180025095e-35 -1.4999999999999998 73.500000000000014 64.500000000000014 3673.103149414063 13.500000000000002 3673.103149414063 -1.4999999999999998 52.500000000000007 65.500000000000014 64.500000000000014 41.500000000000007 -1.4999999999999998 -2.4999999999999996 4.7190001010894784 35.500000000000007 40.500000000000007 4.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 5 18 7 -6 22 12 -11 -12 14 20 -8 -16 -10 -5 19 -4 21 -14 24 -24 25 26 -3 -28 -27 -25 right_child=-2 2 3 17 6 -7 9 -9 16 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 29 -26 28 27 -29 -30 -31 leaf_value=-3.9805694191039493e-05 7.0101671932833848e-05 0.0065459834117740706 0.010701935218989603 -0.010715225748642547 0.0099119636234233713 0.0057986658457901945 -0.0029614760044284465 -0.00050371125302042764 0.013951669182149648 0.011961404180451381 -0.0071235641212401548 0.0069456445793272458 -0.0010322265371653894 -0.018904268352115932 -0.021841794875165712 0.0019686708682060627 0.0024258576669226608 0.0013832715074763924 -0.0050914951412691055 -0.0085554429217729166 0.0034050521089067018 -0.010660910738905563 -0.0025860980214642208 0.0018975084182552792 -0.0015450787322286556 0.0096963023593047148 -0.0032021839812863932 0.010107533847299698 -0.0060824437018261726 -0.0022724964374980249 leaf_weight=154103.63263201155 142180.75759100815 666.99691821384476 116.95103259384632 330.66422762349248 425.18360637128353 240.88486783206463 338.56160376966 524.80111472308636 110.56795647740364 186.22714665532112 287.82744129002094 321.88865026831627 1826.8382508009672 49.261062234640121 114.06859986484051 46.523345157504082 994.18324356526136 117.3642250597477 1978.5295031219721 71.954123213887215 594.00784747302532 156.07220965623856 1544.0312074273825 5063.6914549171925 8535.1302377816755 51.597463844809681 337.52771335840225 78.84517614543438 351.92678713053465 700.74196289479733 leaf_count=661772 625488 3405 488 2001 1826 1429 1413 2702 518 809 1186 1492 7966 252 458 196 5100 487 10808 305 2548 678 6853 23862 39491 593 1598 366 1670 3628 internal_value=-3.05621e-05 -0.000109958 -0.000523168 -0.00141304 -0.00103558 -0.00333878 0.000103104 0.00415802 -0.000150156 -0.000879257 0.0030315 0.000304022 -0.00187523 -0.000936036 -0.00681657 -0.0149439 0.00357941 -0.00754594 -0.0043543 0.00336678 -0.000592551 -0.00179009 -0.000387901 0.00055045 -0.00107218 0.00164234 0.00376811 -0.00068183 -0.00406486 0.00139059 internal_weight=322447 180266 26162.8 7727.61 7279.58 2408.32 4871.26 949.985 18435.2 3921.28 795.943 609.716 3125.33 2626.18 499.154 160.592 1104.75 448.028 2167.43 188.905 2576.92 1982.91 17330.5 7308.46 10022 1486.89 1083.37 416.373 403.524 5764.43 internal_count=1411388 785900 124128 37044 34556 13030 21526 4528 87084 16998 3487 2678 13511 11444 2067 654 5618 2488 11601 793 11192 8644 81466 34343 47123 7632 5369 1964 2263 27490 is_linear=0 shrinkage=0.03 Tree=1042 num_leaves=31 num_cat=0 split_feature=2 2 0 1 0 1 0 1 1 3 0 1 1 0 0 2 0 2 1 0 0 0 0 1 1 3 0 0 0 1 split_gain=2.69434 5.46483 9.08917 18.8162 19.9893 23.3728 20.3088 26.7317 17.0688 15.957 20.249 31.3917 15.1482 17.0546 16.3388 19.5501 13.7127 13.3782 12.9233 17.2863 12.8953 13.9657 11.6344 20.1309 13.4536 18.8726 14.0568 11.8643 11.726 11.195 threshold=3991.455688476563 3673.091186523438 51.500000000000007 4.5000000000000009 53.500000000000007 1.5000000000000002 55.500000000000007 1.0000000180025095e-35 4.5000000000000009 2.9229999780654912 77.500000000000014 1.0000000180025095e-35 -1.4999999999999998 73.500000000000014 64.500000000000014 3673.103149414063 13.500000000000002 3673.103149414063 -1.4999999999999998 52.500000000000007 65.500000000000014 64.500000000000014 41.500000000000007 -1.4999999999999998 -2.4999999999999996 4.7190001010894784 35.500000000000007 40.500000000000007 4.5000000000000009 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 5 18 7 -6 22 12 -11 -12 14 20 -8 -16 -10 -5 19 -4 21 -14 24 -24 25 26 -3 -28 -27 -25 right_child=-2 2 3 17 6 -7 9 -9 16 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 29 -26 28 27 -29 -30 -31 leaf_value=-3.8611546267461929e-05 6.7998921095824053e-05 0.0063670341237391107 0.010401237765239223 -0.010457221584460543 0.0096395612177092548 0.0056061865644331547 -0.0028710082787970774 -0.00048871175039968181 0.01346129672627684 0.011590169867786994 -0.0069043351629222774 0.0067205404273437781 -0.00100142742754434 -0.018445406931367904 -0.02116441966908807 0.001910420802595895 0.0023510356018720839 0.0013416805817649999 -0.0049475220031960808 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1670 3628 internal_value=-2.96469e-05 -0.000106665 -0.000507595 -0.00137161 -0.00100497 -0.00324245 0.000100011 0.00403856 -0.000145642 -0.00085272 0.00293597 0.000294315 -0.00181915 -0.000908199 -0.00660818 -0.0144865 0.00346739 -0.00735257 -0.00423068 0.00326756 -0.000574856 -0.00173689 -0.000376285 0.000534017 -0.00104009 0.00159465 0.00366095 -0.000661031 -0.0039384 0.00134933 internal_weight=322441 180261 26157.2 7722.63 7276.57 2405.56 4871.01 948.782 18434.6 3922.22 797.155 610.732 3125.07 2625.63 499.44 160.69 1106.18 446.06 2163.89 188.819 2576.65 1982.36 17328.4 7307.46 10021 1485.65 1081.69 416.494 403.956 5762.51 internal_count=1411388 785900 124128 37044 34556 13030 21526 4528 87084 16998 3487 2678 13511 11444 2067 654 5618 2488 11601 793 11192 8644 81466 34343 47123 7632 5369 1964 2263 27490 is_linear=0 shrinkage=0.03 Tree=1043 num_leaves=31 num_cat=0 split_feature=2 2 0 1 0 1 0 1 1 2 3 0 1 0 1 0 2 1 0 0 0 1 0 0 1 1 3 0 0 0 split_gain=2.53523 5.14361 8.56155 17.8644 18.0502 21.412 19.4062 25.6672 16.0417 15.2502 14.5316 19.0297 27.5663 14.6861 15.4183 15.9149 20.4953 14.1608 12.8079 12.1923 15.3167 12.1833 16.2797 10.9476 18.9384 12.6621 17.77 13.2779 11.1886 11.0459 threshold=3991.455688476563 3673.091186523438 51.500000000000007 5.5000000000000009 53.500000000000007 1.5000000000000002 55.500000000000007 1.0000000180025095e-35 4.5000000000000009 3673.103149414063 2.9229999780654912 75.500000000000014 1.0000000180025095e-35 73.500000000000014 -1.4999999999999998 64.500000000000014 3673.103149414063 -1.4999999999999998 13.500000000000002 65.500000000000014 64.500000000000014 -1.4999999999999998 52.500000000000007 41.500000000000007 -1.4999999999999998 -2.4999999999999996 4.7190001010894784 35.500000000000007 40.500000000000007 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 4 5 21 7 -6 23 -5 13 17 -13 14 15 -8 -17 -12 -10 20 -16 22 -4 25 -25 26 27 -3 -29 -28 right_child=-2 2 3 9 6 -7 10 -9 18 -11 11 12 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=-3.7453193852063405e-05 6.5959202538707211e-05 0.0061926159128441426 0.010108963545443285 -0.011989495084029871 0.0093743923527671667 0.0051560788265625299 -0.0027833633920010341 -0.00052059417660928577 0.012991631170609304 0.0019082721637430167 0.035069092746126719 -0.0051978691008305036 0.0064893390945658207 -0.016865269996573232 -0.00097349529256513911 -0.021643575480729933 0.0022561929916332462 0.0077603309444396204 0.0022785868761193285 0.0031040353803700265 -0.010565210652850441 -0.0048074142436233648 -0.0080190858490728958 -0.0024303596844720624 0.0013092744152684314 -0.0014537013707987406 0.009249983822953535 -0.0030056838672118465 0.0095801784195340377 -0.005697643796467383 leaf_weight=154103.45857902803 142179.51553163776 663.44335905689513 116.50082036852837 246.78656683862209 423.029376745224 250.43895255029202 338.93167197704315 533.45548333227634 111.70337744057178 99.796100124716759 25.689640864729881 331.75864507257938 401.39580480754375 57.273865908384323 1874.5996699482203 107.0327810049057 46.246112197637558 51.047788307070732 995.86003553122282 606.90123248100281 162.8523924946785 1971.7092666924 72.225639075040817 1545.8457421511412 5760.6280942708254 8535.4954056558199 50.901192107237875 338.32954609394073 78.277794793248177 353.46725475788116 leaf_count=661772 625488 3405 488 1580 1826 1484 1413 2749 518 416 113 1364 1850 289 8197 429 195 218 5100 2607 713 10808 305 6853 27490 39491 593 1598 366 1670 internal_value=-2.87591e-05 -0.00010347 -0.000492487 -0.00133139 -0.00101842 -0.00314783 1.65644e-05 0.00385571 -0.000141264 -0.00798773 -0.000900602 0.00268853 0.00120078 -0.00181073 -0.00153583 -0.00641108 -0.0144327 0.0169026 0.00335905 -0.000628373 -0.00174016 -0.00411042 0.00317136 -0.000365017 0.000518072 -0.00100896 0.00154832 0.00355673 -0.000640883 -0.00381606 internal_weight=322435 180255 26151.6 7717.67 7371.09 2410.87 4960.21 956.485 18434 346.583 4003.73 809.892 733.154 3193.84 3136.56 492.211 153.279 76.7374 1107.56 2644.35 2037.45 2160.44 188.726 17326.4 7306.47 10019.9 1484.42 1080.05 416.607 404.368 internal_count=1411388 785900 124128 37044 35048 13085 21963 4575 87084 1996 17388 3545 3214 13843 13554 2037 624 331 5618 11517 8910 11601 793 81466 34343 47123 7632 5369 1964 2263 is_linear=0 shrinkage=0.03 Tree=1044 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 2 1 2 0 3 1 1 0 2 0 3 3 1 3 3 2 3 3 0 1 1 3 0 1 0 split_gain=2.38548 4.84309 6.39567 22.0855 14.3838 22.6824 29.9323 14.0258 11.9674 10.4463 9.33572 8.60648 8.5383 12.3031 8.23304 6.91057 13.7757 27.3034 13.4298 31.5629 26.6283 25.6392 22.9572 15.5869 13.4374 13.2658 11.9475 15.3821 11.8619 10.3431 threshold=3991.455688476563 3527.054809570313 3.5000000000000004 3673.091186523438 8.5000000000000018 3600.6882324218755 1.0000000180025095e-35 3673.103149414063 5.5000000000000009 74.000000000000014 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 3755.7348632812505 4.5000000000000009 7.0125000476837167 4.4095001220703134 3.5000000000000004 1.8989999890327456 1.6674999594688418 3755.7348632812505 1.5979999899864199 1.2994999885559084 55.500000000000007 -5.4999999999999991 11.500000000000002 2.7749999761581425 24.500000000000004 -1.4999999999999998 64.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 8 12 9 -4 -5 -8 -11 -7 -14 -12 16 18 -18 19 20 21 -6 23 -22 -21 -20 -27 -28 -23 -26 right_child=-2 2 4 7 15 6 10 -9 -10 11 14 -13 13 -15 -16 -17 17 -19 25 24 22 28 -24 -25 29 26 27 -29 -30 -31 leaf_value=-3.3074071214500174e-05 6.3980744887830393e-05 0.050537731039474641 -0.0013241596674334422 0.0033494113438159983 -0.00021250701138121492 -0.0090044248947271817 -0.00011904105627249202 0.046677083473592715 -0.032147291056067472 -0.025177630335993233 0.023162093952515207 0.0019687684081090141 -0.0043685095652452625 0.021463260283467567 0.0053686166825048197 0.0020957329998747658 -0.0045457560954265926 0.0098773633236412615 0.0012059471797599812 0.0052203398931627105 -0.00060897424087061499 0.0016012803465763749 0.0075325202740952335 -0.033360591857738424 -0.0035746516123720306 0.0013940362250281053 0.012769314439901839 -0.019928956034736836 -0.007780438155224033 -0.010289873998773333 leaf_weight=151818.46323627792 142178.92205728794 8.7379556000232679 16.269754156470299 325.88863226165995 13991.602524913847 499.94395773857832 361.17792232334614 6.2991486191749564 37.390072792768478 22.522000341210514 28.84148944914341 19.709285646677017 100.58630072325468 19.872248202562332 124.12537369132042 985.8983778655529 1345.0939681977034 129.49714331328869 5692.4162210598588 145.119304433465 332.40766475349665 151.87792445719242 707.24551238119602 13.613452374935148 2365.8449100553989 78.205360243096948 15.527572870254515 77.945389658212662 602.28665244579315 226.1635107845068 leaf_count=652163 625488 56 75 5622 67135 2371 1553 29 177 476 117 79 431 83 549 4260 5701 608 24202 752 1547 677 2894 56 9802 406 75 488 2509 1007 internal_value=-2.78975e-05 -0.00010037 -0.000459706 0.00339002 -0.000512295 -0.00374237 -0.00284094 0.00228972 -0.0228017 0.00153017 0.00251177 -0.0125084 -0.00727688 -0.000106999 0.00872353 -0.00036941 -0.000463338 -0.00327913 -0.00029317 -0.000689037 -0.000173771 -0.000502935 0.00443455 -0.00189752 -0.00366322 0.00095815 -0.00725818 -0.0144972 -0.00589109 -0.00416058 internal_weight=322429 180251 28432.1 383.157 28049 1188.21 1134.55 374.419 53.6598 368.12 514.145 42.2313 620.403 120.459 152.967 26860.7 25874.8 1474.59 24400.3 18536.2 15799 14745.8 1053.27 346.021 2737.13 5864.09 171.678 93.473 754.165 2592.01 internal_count=1411388 785900 133737 6262 127475 5356 5104 6206 252 6177 2219 555 2885 514 666 122119 117859 6309 111550 86379 74818 70321 4497 1603 11561 25171 969 563 3186 10809 is_linear=0 shrinkage=0.03 Tree=1045 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 3 2 2 3 2 2 0 2 0 3 0 2 2 0 2 2 0 1 2 2 2 0 3 2 1 split_gain=1.91001 4.31616 9.07587 36.5274 16.6345 8.86154 21.5122 14.5888 11.9095 10.5335 16.1441 20.5803 13.6769 13.4937 9.30254 8.48957 8.12901 7.90803 7.83185 22.1673 26.315 10.4466 10.714 10.5441 11.8147 10.6916 10.1006 7.82541 17.7543 8.84194 threshold=1.0000000180025095e-35 4.7190001010894784 3527.054809570313 4246.3449707031259 -18.499999999999996 6.4175000190734872 9644.7543945312518 5832.3920898437509 14.476500034332277 5006.9262695312509 4805.4782714843759 5.5000000000000009 4706.8647460937509 3.5000000000000004 17.333499908447269 95.500000000000014 5216.6582031250009 5454.4433593750009 4.5000000000000009 1921.9818115234377 2510.8642578125005 7.5000000000000009 -11.499999999999998 464.60191345214849 511.26914978027349 396.72427368164068 3.5000000000000004 5.4584999084472665 3755.7348632812505 -10.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 15 4 -4 6 -5 8 -7 10 12 13 -10 -12 16 18 -11 -18 19 26 -21 22 -20 25 -25 -24 -3 28 -6 -29 right_child=-2 2 3 5 27 7 -8 -9 9 14 11 -13 -14 -15 -16 -17 17 -19 21 20 -22 -23 23 24 -26 -27 -28 29 -30 -31 leaf_value=-1.318219561687846e-05 4.0472827914869611e-05 0.021378888241576244 0.017024310570323265 -0.0051424927444638719 -0.0050636400679885171 0.006283541512428303 -0.00051281553451029444 -0.0002086934984248638 -0.0037516880201526595 0.031528501538561481 -0.024888680045819477 -0.032813345372198092 0.016796114202347324 0.014473949019663177 0.00063702787353922584 0.018516097756459522 -0.011077321751322422 0.022869409175864899 -0.021954241700596139 -0.041528294009807211 -0.0060498185297094111 6.0743012415488923e-05 0.0040717167147177472 0.030590485023905978 0.003082948778942014 -0.045255387071256287 -0.0044297103066960192 -0.013407502798468258 -0.022053567430653745 -0.0034357879389930786 leaf_weight=115624.89130869741 167399.06840109779 34.629016503691673 32.662239273544401 1092.6074476987123 242.93356341123581 581.22721272706985 5213.0890172496438 18213.387412771583 139.38738284260035 20.085488051176071 12.363306326791642 34.771119996905327 36.864486325532198 21.413653180003166 90.46568313613534 23.049645438790321 12.400128602981569 12.304660096764563 15.548090882599352 21.318816561251879 160.24029217660427 9947.8081351481378 7.7011414580047122 14.197992667555807 1373.3961600363255 8.1291930228471738 22.525072433054447 83.483155780471861 71.691949784755707 1934.5524109657854 leaf_count=491099 718979 352 312 4582 998 2452 22517 103777 780 91 78 162 179 106 671 121 57 56 119 107 829 45893 80 95 7285 45 139 467 292 9075 internal_value=-2.98027e-05 -0.000105651 -0.000376505 -0.000670467 -0.00423669 -0.000339417 -0.00131501 -1.85868e-05 0.00358336 -0.000546094 -0.0042585 -0.016612 0.000546049 6.61323e-05 0.006173 0.000327418 0.0173543 0.00583045 0.000291294 -0.00508647 -0.0102157 0.000404232 0.00281228 0.00308666 0.00336441 -0.0212587 0.0112074 -0.00453439 -0.00893504 -0.0038483 internal_weight=322498 155099 39474.2 27845.7 2365.32 25480.4 6305.7 19174.7 961.283 380.056 244.8 68.5481 176.252 33.777 135.256 11628.5 44.7903 24.7048 11605.5 238.713 181.559 11366.8 1418.97 1403.42 1387.59 15.8303 57.1541 2332.66 314.626 2018.04 internal_count=1411795 692816 201717 146652 11144 135508 27099 108409 4632 2180 1305 346 959 184 875 55065 204 113 54944 1427 936 53517 7624 7505 7380 125 491 10832 1290 9542 is_linear=0 shrinkage=0.03 Tree=1046 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 3 2 2 3 2 2 0 2 0 3 0 2 2 2 2 0 0 2 3 2 2 1 2 2 2 split_gain=1.7968 4.05968 8.53888 34.3299 15.7544 8.33587 20.2172 13.7388 11.2246 9.9129 15.06 19.0323 12.9414 12.6095 8.82844 8.06415 7.79529 7.7376 8.65367 7.92518 18.9628 15.9009 9.86622 9.25514 12.6574 8.7 8.41988 8.23555 7.57949 7.94497 threshold=1.0000000180025095e-35 4.7190001010894784 3527.054809570313 4246.3449707031259 -18.499999999999996 6.4175000190734872 9644.7543945312518 5832.3920898437509 14.476500034332277 5006.9262695312509 4805.4782714843759 5.5000000000000009 4706.8647460937509 3.5000000000000004 17.333499908447269 95.500000000000014 5216.6582031250009 5109.0270996093759 4605.4538574218759 8226.4770507812518 84.500000000000014 14.500000000000002 8598.4760742187518 5.0659999847412118 7353.4816894531259 7353.4816894531259 -1.4999999999999998 7019.5273437500009 2643.0056152343755 1921.9818115234377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 28 15 4 -4 6 17 8 -7 10 12 13 -10 -12 16 -3 -11 18 -5 23 21 26 -23 25 27 -19 -21 -25 29 -1 right_child=-2 2 3 5 -6 7 -8 -9 9 14 11 -13 -14 -15 -16 -17 -18 19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00013035504630728694 3.9258471255007906e-05 0.0002826734407282931 0.016703756991482646 -0.0065496489503913567 -0.004393710905004314 0.0061029832400586329 -0.00049738876418304852 -0.00020241827045262633 -0.0036321689643812791 0.030920061387475859 -0.023796832175494147 -0.031449217673503206 0.016405801507636014 0.014126897158029951 0.00061812237841763938 0.018124389005764189 0.0056685005323848462 -0.0077553159825397332 0.0063514661311331565 0.029198268098108625 -0.035700434689687269 0.0043007860105271096 -0.0064672554612107405 -0.0074054297628377216 0.0074166140306506393 -0.023528961429488585 0.00089949240929380067 -0.027216628555116331 0.00023262748953542531 -0.0012498469879203087 leaf_weight=52000.833092279732 167399.91519341152 11603.701985763386 32.295976275578141 85.193214952945709 2335.0823128093034 580.48177552968264 5213.5259991697967 18214.664943932905 139.65073453634977 19.869591787457466 12.539873754605649 35.184459447860718 36.613142793998122 21.283522427082062 90.435966214165092 22.844506531953812 24.655546218156815 59.897066563367844 103.81699573993683 20.278345972299576 16.132869347929955 97.071448102593422 362.79102060198784 193.32308375835419 50.043008640408516 66.309001043438911 17.741566330194473 20.929336801171303 57215.6189735519 6408.6370302066207 leaf_count=214936 718979 54944 312 350 10832 2452 22517 103777 780 91 78 162 179 106 671 121 113 245 428 91 65 410 1545 800 211 277 74 86 248419 27744 internal_value=-2.89024e-05 -0.000102468 -0.000365142 -0.000650222 -0.0041059 -0.000329182 -0.00127528 -1.79976e-05 0.00347853 -0.000528099 -0.00412127 -0.016002 0.000530074 6.68431e-05 0.00600195 0.00031773 0.0169372 -0.00498396 0.000536503 -0.00613753 -0.00368993 -0.00265269 -0.00419425 -0.0093593 -0.00616778 -0.0160428 0.015993 -0.00934069 -1.27867e-05 -0.000253185 internal_weight=322501 155101 39476.4 27849.8 2367.38 25482.4 6307.05 19175.4 960.715 380.233 245.272 69.0079 176.264 33.8234 134.961 11626.5 44.5251 1093.53 189.01 904.517 514.015 497.882 459.862 390.501 264.295 126.206 38.0199 214.252 115625 58409.5 internal_count=1411795 692816 201717 146652 11144 135508 27099 108409 4632 2180 1305 346 959 184 875 55065 204 4582 778 3804 2185 2120 1955 1619 1097 522 165 886 491099 242680 is_linear=0 shrinkage=0.03 Tree=1047 num_leaves=31 num_cat=0 split_feature=1 3 2 2 1 3 2 1 3 2 2 3 2 2 0 2 0 3 2 2 2 2 2 0 0 2 3 2 2 1 split_gain=1.69038 3.81879 8.03841 28.4675 15.3331 9.07477 16.5715 9.49386 7.84131 19.0047 12.9382 10.5787 9.32938 14.0582 17.6238 12.2453 11.7904 8.37842 7.47886 7.50211 7.27045 8.14266 7.44062 17.8107 15.0113 9.27068 8.67464 11.8973 8.13068 8.04595 threshold=1.0000000180025095e-35 4.7190001010894784 3325.9851074218755 4246.3449707031259 -18.499999999999996 5.4584999084472665 3755.7348632812505 -10.499999999999998 6.4175000190734872 9644.7543945312518 5832.3920898437509 14.476500034332277 5006.9262695312509 4805.4782714843759 5.5000000000000009 4706.8647460937509 3.5000000000000004 17.333499908447269 5216.6582031250009 5454.4433593750009 5109.0270996093759 4605.4538574218759 8226.4770507812518 84.500000000000014 14.500000000000002 8598.4760742187518 5.0659999847412118 7353.4816894531259 7353.4816894531259 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 -4 6 -6 -7 9 20 11 -10 13 15 16 -13 -15 18 -14 -20 21 -5 26 24 29 -26 28 -28 -22 -24 right_child=-2 2 3 8 5 7 -8 -9 10 -11 -12 12 17 14 -16 -17 -18 -19 19 -21 22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-1.2402708681531867e-05 3.8080503473043124e-05 0.00031938816244274858 0.016821102746183304 -0.006348453159945572 -0.0049849495666784739 -0.013016200896782003 -0.021228014168831834 -0.0027840726860522526 0.0059274975777973572 -0.00048242717773852687 -0.00019633212653182938 -0.003516688638193832 0.03032988453269184 -0.022771703009841358 -0.03017020856428335 0.016023782348477983 0.013787244056496627 0.00059977318926449942 -0.01089437561786665 0.022236722723139556 -0.0075177476018737739 0.0061655186486594986 0.028599359027807414 -0.034576043062335075 0.0041750156376938888 -0.0062646544365821399 -0.0090493262028456881 0.0072047963180979285 -0.022753040594595535 0.00087266815799716152 leaf_weight=115625.6906948206 167400.73667836469 11359.295047430322 32.698619768489152 85.255408406257629 265.7973198890686 84.785361850634217 71.798413872718811 2180.3855004264042 579.74841618537903 5213.9493254236877 18215.903843742562 139.90550629422069 19.65185321867466 12.708612378686665 35.569704473018646 36.36524554528296 21.155577838420868 90.407126560807228 12.423494741320612 12.183339431881903 59.935572922229767 103.7407686188817 20.084860935807228 16.157369941473007 96.99697108566761 363.28048460185528 214.51068249344826 49.969945684075356 66.509992748498917 17.738344073295593 leaf_count=491099 718979 53858 319 350 1090 472 292 10178 2452 22517 103777 780 91 78 162 179 106 671 57 56 245 428 91 65 410 1545 886 211 277 74 internal_value=-2.80313e-05 -9.93843e-05 -0.000354136 -0.000626214 -0.00359444 -0.00385093 -0.00843945 -0.00316706 -0.000319252 -0.00123676 -1.74299e-05 0.0033768 -0.000510888 -0.00398918 -0.0154228 0.000514576 6.73386e-05 0.00583543 0.0165303 0.0055095 -0.00483128 0.000520517 -0.0059487 -0.00357724 -0.00257171 -0.00406464 -0.00906831 -0.00597834 -0.0155315 0.0155961 internal_weight=322505 155105 39478.9 28119.6 2635.47 2602.77 337.596 2265.17 25484.2 6308.13 19176 960.119 380.37 245.705 69.4339 176.271 33.8642 134.666 44.2587 24.6068 1094.18 188.996 905.184 514.258 498.101 460.277 390.926 264.481 126.446 37.8232 internal_count=1411795 692816 201717 147859 12351 12032 1382 10650 135508 27099 108409 4632 2180 1305 346 959 184 875 204 113 4582 778 3804 2185 2120 1955 1619 1097 522 165 is_linear=0 shrinkage=0.03 Tree=1048 num_leaves=31 num_cat=0 split_feature=3 1 2 2 2 2 1 2 2 2 1 1 1 1 2 2 2 1 2 3 0 1 2 2 2 2 1 2 0 2 split_gain=1.60752 2.75706 5.89114 3.76771 2.93646 4.07996 2.86136 6.2278 2.52091 17.1777 5.80997 2.54209 5.65605 3.09717 2.27698 2.04736 6.37262 4.23132 3.31536 3.63282 3.29433 3.9014 2.51199 2.04696 10.6125 10.2829 14.7907 11.6635 17.6659 8.61217 threshold=1.0619999766349795 42.500000000000007 5699.5627441406259 10341.291015625002 31791.298828125004 26764.801757812504 1.5000000000000002 39196.445312500007 87.470542907714858 112.33882141113283 -1.4999999999999998 -23.499999999999996 -17.499999999999996 -19.499999999999996 2385.3286132812505 13836.183105468752 12715.829589843752 -7.4999999999999991 24241.001953125004 1.0205000042915346 50.500000000000007 1.5000000000000002 25918.428710937504 2343.383422851563 2192.347534179688 2510.8642578125005 1.5000000000000002 2428.711791992188 50.500000000000007 3600.6882324218755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 -4 5 8 -6 -8 -1 10 -10 14 13 -13 -11 16 23 -17 -19 -20 21 -18 -21 24 -14 27 29 -25 -29 -27 right_child=-2 2 3 -5 6 -7 7 -9 9 11 -12 12 15 -15 -16 17 20 18 19 22 -22 -23 -24 25 -26 26 -28 28 -30 -31 leaf_value=-0.0024104635740389386 -4.2757440392834692e-05 0.013301147803386289 -0.017831164744954789 0.0059484076481940889 0.0022102148642036278 -0.0067869334072071267 0.021985387870014653 -0.0042483541964307616 -0.0040467090739011793 -0.016530442015872143 0.017164874567800893 0.0040935674791990166 0.00024060449885050455 0.02393643327013651 0.0015340817145833767 -0.013953986617634043 -0.0013683622644656442 -0.0018881831309147752 -0.0047315099425168806 0.019084095517010409 0.013339098510316498 0.014862631603370462 0.0018619024485482239 0.00048095296471407369 -0.0034322309025274847 -0.0036463935139948345 -0.003360723478161401 0.0032591949752415251 0.018479230354477755 0.0010762262542416681 leaf_weight=319.77372343093157 305972.30072533869 41.205426722764969 11.458709195256235 12.580421730875967 144.96530378609896 74.990093901753426 21.061786115169525 13.279325067996977 13.882505178451536 15.401148259639742 71.363759353756905 14.766077071428299 7014.7020537629724 13.599644154310226 10.60339158028364 24.0355504155159 49.169936418533325 439.81938645243645 17.361624792218208 19.397600889205933 47.593011468648911 18.284507691860199 12.556172817945482 363.96588681638241 787.52950330078602 371.51019848883152 901.80645450949669 202.14670953154564 103.91940577328205 5383.429819688201 leaf_count=1358 1336948 180 52 56 607 309 85 58 63 84 305 92 30190 81 70 106 209 1800 70 80 212 74 51 1513 3249 1567 5115 850 448 25913 internal_value=-2.71869e-05 0.000260919 0.00641572 -0.00538658 0.000236539 0.000194516 0.00405474 0.0118411 0.0002268 0.00027985 0.0137105 0.00020744 0.000222879 0.013607 -0.0091646 0.000198785 0.000261527 -0.00166501 -0.00106114 0.00631481 0.00729544 0.00303128 0.0123167 0.000208038 -0.000130118 0.000568139 0.000211574 0.0041106 0.00842689 0.000771357 internal_weight=322508 16536.2 65.2446 24.0391 16470.9 16291.6 179.306 34.3411 16216.6 15896.8 85.2463 15811.6 15785.6 28.3657 26.0045 15757.2 15244.1 513.17 489.135 49.3154 115.047 67.4544 31.9538 15129 7802.23 7326.78 6656.75 670.032 306.066 5754.94 internal_count=1411795 74847 288 108 74559 73809 750 143 73500 72142 368 71774 71620 173 154 71447 69340 2107 2001 201 495 283 131 68845 33439 35406 32595 2811 1298 27480 is_linear=0 shrinkage=0.03 Tree=1049 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 0 0 2 0 2 2 1 2 0 0 0 0 2 2 0 2 0 2 2 3 1 1 2 0 0 split_gain=1.60266 3.76658 9.01676 7.90456 6.06197 10.3069 4.8207 5.78951 4.76762 11.1858 12.2117 12.5751 11.8602 10.9538 10.0949 7.76846 7.46229 8.21834 13.063 7.34446 7.63624 6.7581 9.83589 9.31039 13.8336 9.37089 9.88645 12.8976 15.351 12.2396 threshold=1.0000000180025095e-35 156.82556152343753 164.41123962402347 72.500000000000014 40.500000000000007 43.500000000000007 21.500000000000004 142.00050354003909 65.500000000000014 308.54922485351568 276.59585571289068 -1.4999999999999998 342.01971435546881 77.500000000000014 68.500000000000014 67.500000000000014 79.500000000000014 269.37811279296881 202.10085296630862 76.500000000000014 169.44351196289065 48.500000000000007 2428.711791992188 2292.840698242188 1.0205000042915346 -1.4999999999999998 -5.4999999999999991 177.03444671630862 61.500000000000007 55.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 6 -3 -6 7 -1 21 10 16 -12 13 -11 -14 -13 17 18 19 20 -10 -4 23 25 -25 26 -23 29 -29 -28 right_child=-2 2 8 -5 5 -7 -8 -9 9 12 11 15 14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.0055440253226210889 3.8003495408697011e-05 0.0057671875860507652 -0.00014342155083903782 0.014070599232271327 -0.02624537479497845 -0.0029413249631962254 0.00052548358790603493 0.034578985823774007 -0.021257709004065702 -0.0084583120722827171 -0.0028625905856437504 0.0032441126967126645 -0.0028821439833017349 0.014508674635157441 -0.00036360004916244354 0.014800776174901546 -0.013426318148948468 -0.0083480011107687421 0.0089216599225210042 -0.02680787199341263 0.0037431798594922574 0.0015228915191939705 0.0009506863183563754 0.0089335671089847274 -0.0054697510471904765 0.00073195066898129623 -0.00025212981604064182 -0.0036930158426503211 0.0028863771608642654 0.017282018349357442 leaf_weight=34.952849816530943 167399.28124469658 70.45181580632925 112984.96093146328 39.609405696392059 17.358100652694702 1069.2033041417599 4811.6356813833117 7.5085035264492026 14.409411892294882 267.73187571763992 79.609642565250397 78.687927961349487 1649.8403790071607 20.09205573797226 10864.739574793726 156.3978081792593 37.596446484327316 67.529434025287628 143.29200454056263 13.277584031224249 46.40793751180172 860.27087779343128 13252.405536841601 67.411741152405739 546.89442294836044 5260.4068122059107 96.45133350789547 2114.2734771668911 375.90462200343609 57.005937620997429 leaf_count=302 718979 305 512047 197 70 4334 20185 38 58 1083 334 315 6877 92 46126 653 160 274 592 54 194 4283 59392 314 2294 21247 395 8829 1540 232 internal_value=-2.63707e-05 -9.58468e-05 -0.00012253 0.00072321 -0.00276067 -0.00331361 0.000614296 0.0106783 -0.000102052 -0.000641016 0.0032384 0.00744273 -0.000834105 -0.00685506 -0.000695628 0.0109325 -0.000864017 0.000793654 0.00363343 -0.00659345 -0.00218026 -4.86408e-05 0.00042455 -0.000318904 -0.00388918 -6.86564e-05 -0.00127061 -0.00217964 -0.00269982 0.00626141 internal_weight=322506 155106 150213 4893.71 1157.01 1086.56 4854.1 42.4614 149056 13439.6 637.208 314.695 12802.4 287.824 12514.6 235.086 322.513 284.916 217.387 74.0949 60.8173 135616 22631 9378.62 614.306 8764.31 3503.91 2643.64 2490.18 153.457 internal_count=1411795 692816 672094 20722 4709 4404 20525 340 667385 56812 2634 1302 54178 1175 53003 968 1332 1172 898 306 252 610573 98526 39134 2608 36526 15279 10996 10369 627 is_linear=0 shrinkage=0.03 Tree=1050 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 2 2 2 2 3 2 0 2 0 0 2 2 0 1 1 0 0 2 1 1 0 0 2 0 split_gain=2.69753 7.1257 8.86259 12.1407 10.9221 9.50461 18.0005 14.9901 9.719 9.26559 7.25595 11.2455 22.821 18.0919 16.2662 12.1258 14.8769 8.62743 10.0033 13.4783 15.9877 8.59435 8.38639 7.20332 11.7965 7.17793 8.4872 20.1054 9.79772 10.411 threshold=-3.4999999999999996 50.500000000000007 1864.7654418945315 2554.751831054688 186.24382019042972 41.500000000000007 27647.242187500004 5975.3146972656259 2871.6833496093755 50009.173828125007 4.1315000057220468 2983.330444335938 37.500000000000007 2726.1987304687505 39.500000000000007 39.500000000000007 5342.6640625000009 3267.230346679688 12.500000000000002 -12.499999999999998 -8.4999999999999982 8.5000000000000018 11.500000000000002 3673.103149414063 -5.4999999999999991 -17.499999999999996 11.500000000000002 14.500000000000002 1707.8798828125002 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 -1 7 8 10 -7 -8 11 12 -5 14 -14 -13 -17 22 21 -20 -21 -19 -12 -22 -25 -6 28 -28 29 -27 right_child=-2 -3 3 5 25 6 9 -9 -10 -11 17 15 13 -15 -16 16 -18 18 19 20 23 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=0.0031232661048297165 -1.1874969511002059e-05 -0.00075431645930669803 0.0043472355499569546 -0.012870129805460697 0.0041311611339397251 0.0038410759091600999 0.015719509545815875 0.00031057908942349173 -0.0032693940410013366 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207.05756689608097 3871.2641187161207 18.427712857723236 39.162715449929237 leaf_count=3169 1305848 19888 4974 530 1371 1168 324 34336 5336 51 200 10477 162 441 131 1101 135 1355 258 291 326 528 185 89 128 538 1080 17347 101 192 internal_value=1.13584e-05 0.000335307 0.000607966 0.0010508 -0.000435261 0.000777325 -0.00144185 0.00112173 -0.00225659 0.0117824 0.0028384 0.00355638 -0.00267343 0.0058575 -0.00784174 0.00420718 -0.00210984 -8.71513e-05 -0.00139737 -0.00609713 -0.00982151 0.00215296 0.00958614 -0.00312485 -0.0122184 -0.000972157 -0.00125532 -0.000991656 -0.00809533 -0.00536618 internal_weight=322568 21586.1 17265.7 12120.7 5145.03 11192.2 1503.62 9688.56 1416.36 87.2607 3108.96 2496.32 236.114 128.558 51.8019 2260.21 243.962 612.643 539.561 232.193 183.478 307.367 73.0817 116.728 46.8992 4470.54 4235.53 4078.32 157.205 138.778 internal_count=1412060 106212 86324 62526 23798 57552 6879 50673 6504 375 16337 12977 1264 734 293 11713 1236 3360 2975 1092 834 1883 385 543 217 20629 19258 18427 831 730 is_linear=0 shrinkage=0.03 Tree=1051 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 2 2 2 2 0 0 2 2 0 2 0 0 3 2 0 2 0 0 2 2 0 1 1 0 split_gain=2.54 6.70691 8.34469 11.4559 10.2828 8.94657 16.9673 14.1421 9.14423 8.74289 6.85308 10.4453 15.263 12.3432 9.42729 12.3325 10.4207 8.59808 6.84622 10.6024 21.3915 17.142 15.1653 11.4415 14.0491 8.14659 9.39983 12.6559 14.9082 8.1183 threshold=-3.4999999999999996 50.500000000000007 1864.7654418945315 2554.751831054688 186.24382019042972 41.500000000000007 27647.242187500004 5975.3146972656259 2871.6833496093755 50009.173828125007 31.500000000000004 39.500000000000007 1443.1333007812502 619.68685913085949 11.500000000000002 1707.8798828125002 14.500000000000002 10.500000000000002 4.1315000057220468 2983.330444335938 37.500000000000007 2726.1987304687505 39.500000000000007 39.500000000000007 5342.6640625000009 3267.230346679688 12.500000000000002 -12.499999999999998 -8.4999999999999982 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 -1 7 8 18 -7 -8 14 12 13 -12 15 17 -16 -6 19 20 -5 22 -22 -21 -25 -20 29 -28 -29 -27 right_child=-2 -3 3 5 10 6 9 -9 -10 -11 11 -13 -14 -15 16 -17 -18 -19 25 23 21 -23 -24 24 -26 26 27 28 -30 -31 leaf_value=0.0030328325667938428 -1.1518700033787599e-05 -0.00073151144552173594 0.0042255595788416832 -0.012416033966545665 0.00057697451571258663 0.0037334357926285394 0.015292617717944396 0.00030128736847526643 -0.0031691850552049389 -0.012112601691845337 -0.0046983667363171139 -7.8475417308400506e-05 -0.015800583552299078 0.004104405788905063 0.0067914802777829944 -0.029223624696568206 2.0565495839916181e-05 -0.015116455171299545 0.0093370431752168477 0.0048335945437877233 -0.021397220385455395 0.014770196979063829 0.011418500598024503 0.00078086697171014568 -0.020381898066249599 -0.0014964854306365228 0.0077222552347105938 -0.02076797913018736 -0.0030274584438694961 0.0087228318435232394 leaf_weight=673.78060127049685 300981.75728134206 4321.44369299151 926.61482781171799 108.13588516414165 115.27007122524083 201.34072859585285 74.86610109359026 6579.0425881856936 1215.4174623787403 12.18155515193939 811.48599803447723 1087.268292799592 93.912388607859612 174.12187951803207 229.28609409183264 19.091346248984337 1897.8946210369468 43.193864151835442 72.79007064551115 2011.6383106783032 30.093735225498676 76.140163220465183 21.896639488637447 211.18668876588345 32.588857054710388 199.34357455605641 48.528790310025215 67.124263361096382 116.83791376650333 107.79397773742676 leaf_count=3169 1305848 19888 4974 530 670 1168 324 34336 5336 51 3429 5013 437 787 1229 104 8744 216 385 10477 162 441 131 1101 135 1355 258 291 543 528 internal_value=1.10232e-05 0.000325416 0.00059006 0.00101998 -0.000422103 0.000754464 -0.00139835 0.0010888 -0.00218823 0.0114575 -0.000942701 -0.00215396 -0.00424435 -0.00314323 0.000196063 -0.00644503 0.000750394 -0.00370072 0.00275791 0.00345639 -0.00258991 0.00570285 -0.00757632 0.00408977 -0.00204825 -8.39418e-05 -0.00135473 -0.00590563 -0.00950063 0.00209012 internal_weight=322562 21580.3 17258.9 12113.6 5145.31 11186.9 1503.81 9683.14 1416.76 87.0477 4471.52 2166.79 1079.52 985.608 2304.74 177.555 2127.18 158.464 3104.1 2491.68 236.266 128.131 51.9904 2255.41 243.776 612.419 539.629 232.491 183.962 307.138 internal_count=1412060 106212 86324 62526 23798 57552 6879 50673 6504 375 20629 9666 4653 4216 10963 990 9973 886 16337 12977 1264 734 293 11713 1236 3360 2975 1092 834 1883 is_linear=0 shrinkage=0.03 Tree=1052 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 2 2 2 2 1 0 0 2 0 2 3 2 0 2 0 0 2 2 0 1 1 0 0 2 split_gain=2.39163 6.31271 7.85657 10.809 9.68071 8.42115 15.9938 13.3411 8.60353 8.24995 6.68851 7.49176 18.0572 8.21983 9.10355 6.94097 6.45986 9.99563 20.0561 16.2415 14.1476 10.795 13.2689 7.69448 8.8337 11.8847 13.9116 8.01625 7.66809 7.13543 threshold=-3.4999999999999996 50.500000000000007 1864.7654418945315 2554.751831054688 186.24382019042972 41.500000000000007 27647.242187500004 5975.3146972656259 2871.6833496093755 50009.173828125007 -17.499999999999996 11.500000000000002 14.500000000000002 1707.8798828125002 10.500000000000002 333.79756164550787 4.1315000057220468 2983.330444335938 37.500000000000007 2726.1987304687505 39.500000000000007 39.500000000000007 5342.6640625000009 3267.230346679688 12.500000000000002 -12.499999999999998 -8.4999999999999982 11.500000000000002 8.5000000000000018 4905.5217285156259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 -1 7 8 16 -7 -8 15 13 -13 14 -12 -6 17 18 -5 20 -20 -19 -23 27 28 -26 -27 -18 29 -25 right_child=-2 -3 3 5 10 6 9 -9 -10 -11 11 12 -14 -15 -16 -17 23 21 19 -21 -22 22 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.0029449374289771089 -1.1173143691635665e-05 -0.00070940122077275817 0.0041070791964662734 -0.011981041820441879 0.015152302227462146 0.0036286228629290687 0.01487773103866505 0.00029227285456658687 -0.0030721241634748997 -0.011747049574562839 -0.00022502374095645361 0.0077254524194523451 -0.0013983541508255945 -0.026116964100841515 -0.017211411003958003 0.0016253190432978209 -0.0012047185162430652 0.0046992273130476003 -0.020537449358853651 0.014443212201563953 0.011147208733068365 0.00075771114882140517 -0.019840659294295664 -0.0032789684588521249 0.0075192112797919514 -0.020038917552298283 -0.0029333297873166599 0.018760488369417714 0.008491492403831272 0.01615433030048468 leaf_weight=673.08443328738213 300981.74956507969 4322.4328537005931 924.77372756227851 108.69143742322922 41.476075768470764 200.94782921671867 74.648569047451019 6578.5078334930004 1216.1909022256732 12.183773547410963 99.597511913627386 205.58727113902569 3874.0539241582155 18.970675095915794 39.719887375831604 193.01078296080232 35.076666362583637 2007.1524738046573 30.408041998744011 75.537254549562931 21.758773811161518 211.11259943246841 32.475256472826004 180.72548369923607 48.346851594746113 67.47394472360611 116.96754217147827 37.395439982414246 107.41460013389587 18.770895053632557 leaf_count=3169 1305848 19888 4974 530 244 1168 324 34336 5336 51 538 1080 17347 101 192 1127 200 10477 162 441 131 1101 135 1244 258 291 543 185 528 111 internal_value=1.06977e-05 0.000315814 0.000572678 0.000990047 -0.000409327 0.000732258 -0.00135617 0.00105681 -0.00212197 0.0111419 -0.000914134 -0.00118703 -0.000938574 -0.00759061 -0.0050679 0.00401797 0.00267959 0.00335909 -0.00250931 0.00555226 -0.00732178 0.00397545 -0.00198847 -8.10744e-05 -0.00131357 -0.00572056 -0.00919104 0.00909728 0.00202908 -0.00145046 internal_weight=322556 21574.5 17252.1 12106.6 5145.5 11181.8 1503.97 9677.82 1417.14 86.8323 4472.42 4237.93 4079.64 158.288 139.317 234.487 3099.31 2487.14 236.396 127.704 52.1668 2250.74 243.588 612.171 539.699 232.788 184.441 72.4721 306.911 199.496 internal_count=1412060 106212 86324 62526 23798 57552 6879 50673 6504 375 20629 19258 18427 831 730 1371 16337 12977 1264 734 293 11713 1236 3360 2975 1092 834 385 1883 1355 is_linear=0 shrinkage=0.03 Tree=1053 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 1 3 2 0 2 2 1 3 3 2 0 3 2 0 0 0 1 3 0 0 1 2 2 1 split_gain=2.33362 5.28516 23.3473 22.7407 28.8497 31.8701 16.9874 14.5412 28.1107 18.3628 21.4035 14.0141 13.358 12.272 17.9006 12.2185 14.4875 36.0385 13.899 25.1537 30.3403 18.0196 12.1935 12.0391 11.7693 11.5825 11.5712 11.5548 16.7096 10.1843 threshold=4326.6347656250009 6261.4145507812509 1.8174999952316286 2.6375000476837163 4905.5217285156259 3.0835000276565556 1.0000000180025095e-35 3.0835000276565556 5342.6640625000009 12.500000000000002 5006.9262695312509 4417.2790527343759 5.5000000000000009 6.4175000190734872 14.476500034332277 5109.0270996093759 3.5000000000000004 17.333499908447269 5579.1726074218759 3.5000000000000004 9.5000000000000018 12.500000000000002 -4.4999999999999991 1.5979999899864199 3.5000000000000004 13.500000000000002 -13.499999999999998 4905.5217285156259 5342.6640625000009 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 -4 5 -5 7 8 -6 10 -9 13 22 -7 -15 16 -8 29 19 -17 -21 -22 26 -24 -16 -23 -2 -25 -29 -18 right_child=1 -3 3 4 6 11 15 9 -10 -11 -12 -13 -14 14 24 18 17 -19 -20 20 21 25 23 27 -26 -27 -28 28 -30 -31 leaf_value=-5.9239232654073978e-05 0.018046748344209666 2.8084516997534905e-05 0.0021892965159865893 -0.0088972829934595675 0.013551795403289496 -0.00062629055368731588 -0.018608345041277164 -0.016079476130421655 0.002444357093773589 -0.0013380786765953439 0.006924623138165718 -0.0018821031019671513 -0.0091399977087089513 0.025113574389137937 0.013803220156111139 0.031636055729146122 0.0058215144128415872 0.03910317107473725 0.0003877597945650444 -0.021046178460153754 0.013623944086724965 -0.030458963942211401 -0.0001938454267720765 -0.0012077701537229067 -0.019784199772252188 -0.0036289870317565095 -0.0095431037667080935 -0.029416410954191147 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0.00432283 0.00570798 -0.00123142 -0.00408448 -0.00473093 -0.00299286 -0.00112737 -0.000675254 -0.00148973 -0.00411437 -0.00779836 -0.00728025 -0.014678 0.00319907 internal_weight=322551 137644 19633.1 15797.1 7769.81 2023.21 5746.6 2628.27 1007.4 1620.87 570.328 1412.9 3835.98 192.998 94.9472 3118.33 410.499 387.115 2707.83 980.374 962.947 870.241 3638.57 3407.62 37.8603 815.22 230.946 231.494 104.359 360.064 internal_count=1412060 606430 83151 66130 32895 8676 24219 11529 4315 7214 2775 6143 17021 829 425 12690 1682 1585 11008 3992 3920 3520 15813 14829 179 3292 984 939 422 1471 is_linear=0 shrinkage=0.03 Tree=1054 num_leaves=31 num_cat=0 split_feature=3 2 2 1 1 1 2 2 1 3 2 2 2 2 2 1 2 2 2 2 2 2 3 2 0 1 2 2 1 1 split_gain=2.28117 7.1438 17.2639 12.8096 10.0733 9.10207 9.54894 13.5624 15.6911 8.44587 33.8317 18.5613 13.6322 16.4673 14.0106 9.4143 11.8261 7.71245 6.98325 23.3484 15.1265 6.65862 23.2882 18.9851 13.2513 12.9709 10.9397 12.7627 11.201 9.5012 threshold=28.166500091552738 64691.324218750007 43957.078125000007 -1.4999999999999998 -11.499999999999998 1.5000000000000002 39196.445312500007 35189.248046875007 1.0000000180025095e-35 40.666500091552741 58108.183593750007 47554.107421875007 58108.183593750007 54303.691406250007 61082.773437500007 1.0000000180025095e-35 50009.173828125007 54303.691406250007 2047.524841308594 2770.7851562500005 1864.7654418945315 79162.558593750015 40.666500091552741 72035.476562500015 1.5000000000000002 1.5000000000000002 94494.871093750015 89440.765625000015 1.0000000180025095e-35 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 -2 6 7 18 -9 11 15 -5 13 -13 -14 -11 -17 -18 20 -20 -6 22 23 25 -24 -3 27 28 -23 -25 right_child=1 21 3 9 5 -7 -8 8 -10 10 -12 12 14 -15 -16 16 17 -19 19 -21 -22 26 24 29 -26 -27 -28 -29 -30 -31 leaf_value=2.414590514859877e-05 0.019903689112831632 -0.0013419368283838899 0.0055187242013357988 -0.030338059504411898 -0.0017616246585193062 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38.034018793143332 17.364585407078266 72.064307134598494 34.497621789574623 4354.5071714359219 320.05097796581686 360.38677258789539 363.42843117564917 leaf_count=1344886 452 2419 727 149 230 567 439 327 527 827 208 376 462 607 472 344 306 891 221 14649 195 868 494 270 405 201 33613 1536 1531 2861 internal_value=1.00705e-05 -0.000442147 -0.0014986 -0.00512536 -0.000314895 -0.000479224 -0.000109734 -0.000424485 -0.00840648 -0.00634153 -0.00275962 -0.00899665 -0.00729134 -0.00201317 -0.0127601 -0.00592374 -0.00977011 -0.0130357 0.000183608 -6.87137e-05 0.0108431 0.00018292 0.00248891 0.00418638 -0.0104859 9.00211e-05 -0.000241922 -0.00344122 -0.00040216 0.00914291 internal_weight=322545 9736.3 3619.24 890.584 2728.66 2706.66 2589.84 2514.76 178.02 799.262 340.247 459.014 425.05 216.293 208.757 306.012 199.443 166.227 2336.74 2282.7 54.0344 6117.06 951.645 841.547 110.098 460.754 5165.41 810.907 490.856 380.793 internal_count=1412060 67174 22976 5369 17607 17155 16588 16149 854 4642 2576 2066 1917 983 934 2368 1541 1197 15295 14870 425 44198 6650 5751 899 2620 37548 3935 2399 3131 is_linear=0 shrinkage=0.03 Tree=1055 num_leaves=31 num_cat=0 split_feature=2 2 1 3 3 3 0 0 2 2 0 2 1 0 0 1 2 3 3 2 1 1 0 0 2 0 2 2 0 0 split_gain=2.65696 4.46927 3.11966 3.47345 4.17391 3.39594 3.1674 3.93683 8.84447 3.97145 6.33785 4.70754 4.50535 4.25976 3.75581 3.04369 4.16344 3.60487 3.13301 5.7513 3.91938 2.98272 2.97389 5.03661 9.23013 4.45639 2.88479 7.37105 19.4626 5.59439 threshold=142.00050354003909 151.73783874511722 5.5000000000000009 2.5095000267028813 1.4100000262260439 1.247500002384186 46.500000000000007 35.500000000000007 134.73744964599612 134.73744964599612 33.500000000000007 87.470542907714858 -2.4999999999999996 29.500000000000004 25.500000000000004 3.5000000000000004 145.14741516113284 1.3535000085830691 1.0619999766349795 149.35324859619143 5.5000000000000009 -1.4999999999999998 19.500000000000004 24.500000000000004 112.33882141113283 15.500000000000002 67.829120635986342 87.470542907714858 53.500000000000007 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 6 4 5 -4 7 9 -9 10 11 21 -13 14 -11 -2 -17 18 20 -20 -18 -1 25 24 -24 -14 29 28 -28 -8 right_child=1 -3 3 -5 -6 -7 26 8 -10 13 -12 12 22 -15 -16 16 17 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0086285544256204209 0.0013783253952980583 1.5285281830868877e-05 0.0033858857309187547 0.018784579156484359 -0.0043642187726588948 0.018483763293270977 -0.0012096338081986466 0.00082033423632821127 0.01721514710092761 0.00018284329794883853 -0.0048947447277639701 -0.0081456211433569813 -0.0024312376499514934 -0.0025346700232256364 -0.01892566121067368 -0.0078058418959680463 -0.0045875221764349874 0.016972673384275255 -0.014255867910750702 0.001336480007369993 0.013599504981162528 -0.0053953333847626328 0.0066001854949246427 0.0036007810690342318 -0.029339201938294059 0.020052136827921813 -0.031277126799091462 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0.00112677 -0.00218303 0.000684547 -0.000609678 -0.00357744 0.00605425 -0.00379222 0.00343392 0.00267781 -0.0101102 0.0118949 -0.00137849 -0.00192832 -0.00531963 0.000116905 internal_weight=322373 316832 5541.73 190.819 178.857 118.866 5350.91 2193.19 1237.56 955.636 800.887 585.784 450.968 154.749 45.3731 3290.08 232.394 153.904 142.576 98.6446 43.9311 134.816 418.372 384.051 25.8528 34.3205 3157.71 2308.8 461.514 848.91 internal_count=1411260 1386920 24340 1033 980 676 23307 9700 5347 4353 3680 2760 1952 673 202 14301 1431 959 898 620 278 808 1791 1625 120 166 13607 10002 1984 3605 is_linear=0 shrinkage=0.03 Tree=1056 num_leaves=31 num_cat=0 split_feature=2 2 1 3 3 3 0 0 2 2 0 2 1 0 0 1 2 3 3 2 1 0 0 2 0 1 2 2 0 0 split_gain=2.50042 4.20465 2.93274 3.2582 3.92092 3.15591 2.98056 3.70529 8.33594 3.74158 5.96383 4.43183 4.23392 4.02547 3.55558 2.86573 3.93701 3.38944 3.02339 5.3631 3.65184 2.81182 4.74881 8.75596 4.22009 2.81087 2.71492 6.94192 18.3393 5.26582 threshold=142.00050354003909 151.73783874511722 5.5000000000000009 2.5095000267028813 1.4100000262260439 1.247500002384186 46.500000000000007 35.500000000000007 134.73744964599612 134.73744964599612 33.500000000000007 87.470542907714858 -2.4999999999999996 29.500000000000004 25.500000000000004 3.5000000000000004 145.14741516113284 1.2994999885559084 1.0619999766349795 149.35324859619143 5.5000000000000009 19.500000000000004 24.500000000000004 112.33882141113283 15.500000000000002 -1.4999999999999998 67.829120635986342 87.470542907714858 53.500000000000007 53.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 15 6 4 5 -4 7 9 -9 10 11 25 -13 14 -11 -2 -17 18 20 -20 -18 24 23 -23 -14 -1 29 28 -28 -8 right_child=1 -3 3 -5 -6 -7 26 8 -10 13 -12 12 21 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0083952892034332045 0.0013368342036705716 1.4826739833682636e-05 0.0032785774264708716 0.018173878276723267 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13.832726910710335 358.17282880842686 11.933333247900009 21.770581126213074 119.31836255267262 24.580753058195114 1847.1449159607291 436.67314939200878 194.1464751586318 leaf_count=79 12870 1372619 593 53 304 83 2763 5221 126 61 920 161 60 471 141 472 94 67 194 420 184 64 1505 56 106 729 103 8018 1881 842 internal_value=1.49729e-05 2.60219e-05 -0.000616818 0.00303546 0.00202157 0.00516855 -0.000747247 0.000102458 0.001186 -0.00130117 -0.000476119 0.00109317 0.00251969 -0.00557395 -0.0130983 0.00109289 -0.00212062 0.000662869 -0.000666974 -0.00362213 0.00584678 0.00333258 0.00259814 -0.00984142 0.0115727 -0.00368208 -0.00133736 -0.00187081 -0.00516301 0.000113419 internal_weight=322372 316832 5540.89 191.051 179.058 119.172 5349.84 2192.64 1237.41 955.225 800.628 585.536 450.852 154.598 45.2579 3290.14 232.136 153.978 141.36 97.2426 44.1169 418.159 383.939 25.7661 34.2203 134.683 3157.2 2308.4 461.254 848.803 internal_count=1411260 1386920 24340 1033 980 676 23307 9700 5347 4353 3680 2760 1952 673 202 14301 1431 959 892 614 278 1791 1625 120 166 808 13607 10002 1984 3605 is_linear=0 shrinkage=0.03 Tree=1057 num_leaves=31 num_cat=0 split_feature=2 2 2 1 3 3 2 0 3 3 0 3 0 1 1 1 0 2 1 1 1 1 1 1 3 3 1 1 3 3 split_gain=2.35312 3.95573 2.80263 6.85434 13.2154 8.24996 5.9221 6.17678 6.06565 8.79634 5.14929 5.08968 4.35118 3.82526 10.5416 2.95985 2.93489 3.78983 5.46014 4.46878 3.17199 6.60984 5.05842 4.29337 2.78252 14.9764 6.13549 2.75716 3.05713 3.68354 threshold=142.00050354003909 151.73783874511722 149.35324859619143 1.5000000000000002 2.279500007629395 1.3535000085830691 145.14741516113284 71.500000000000014 1.0619999766349795 1.1980000138282778 43.500000000000007 2.1755000352859502 48.500000000000007 -5.4999999999999991 -8.4999999999999982 -3.4999999999999996 49.500000000000007 145.14741516113284 7.5000000000000009 6.5000000000000009 10.500000000000002 6.5000000000000009 3.5000000000000004 8.5000000000000018 1.1980000138282778 1.4100000262260439 1.5000000000000002 5.5000000000000009 2.5095000267028813 1.4100000262260439 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 3 6 5 12 8 -8 13 -10 11 -11 -5 14 -2 -15 20 18 -18 -19 21 22 -14 -23 -4 -26 -27 -1 29 -29 right_child=1 -3 24 4 -6 -7 7 -9 9 10 -12 -13 16 15 -16 -17 17 19 -20 -21 -22 23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.00072498339427428283 0.0093180783174686838 1.4381951943749503e-05 0.002873611267578124 -0.012109410448263552 -0.029501774762819011 0.017615538038618768 -0.00085917645406703898 0.019724636227771812 0.024593155486059257 0.025592728151700529 -0.0039481229357204647 0.0054422604854837877 0.0044223275021764898 0.011143385060793386 -0.022364313485909035 0.0019837271119810714 -0.0058720781298463188 -0.003135635701721005 -0.028145481082267498 0.014413086573103424 -0.012217319150460855 0.0070824431752069174 -0.0106998203892589 0.034430131728405228 -0.032587954650865787 -0.0017241053672090217 0.016679151182845579 0.005000783305257525 0.017586860352181315 -0.0041207744072469269 leaf_weight=5348.7637378275394 17.926310427486897 313541.34241441963 944.7683127745986 42.028268985450268 16.46519610285759 18.283586509525776 876.18616160750389 13.320052966475485 25.849380612373352 14.750887677073477 36.851490810513496 47.964016154408455 65.236054554581642 33.138632342219353 19.993439167737961 758.10014152526855 74.483514338731766 73.123580858111382 11.424785658717154 15.899587385356424 13.341753758490084 12.597412154078485 28.651858747005463 8.7587174177169782 12.842045515775679 88.197713449597359 20.001885086297989 119.46692286431789 12.02045453339815 59.783776305615902 leaf_count=23307 101 1372619 4106 233 89 81 3655 58 108 64 156 201 290 141 90 3108 349 345 85 112 116 75 147 55 56 382 98 676 53 304 internal_value=1.45229e-05 2.52408e-05 0.00106004 0.000453963 -0.0032132 -0.0020235 0.00121022 -0.000550941 0.00285134 0.00900024 0.00495201 0.0101818 -0.00306265 0.00192127 -0.00738667 0.00236735 -0.00180994 -0.00433916 -0.00883418 -1.42414e-06 0.00163089 0.00323409 -0.000192512 0.0182985 0.00232495 -0.00195754 0.00167794 -0.000598424 0.00294072 0.00195856 internal_weight=322372 316832 3290.18 2224.37 380.294 363.829 1844.08 889.506 954.574 125.416 99.5664 62.7149 345.546 829.159 37.9197 791.239 303.517 174.931 85.9083 89.0232 128.586 115.244 93.8879 21.3561 1065.81 121.042 108.2 5540.03 191.271 179.251 internal_count=1411260 1386920 14301 9659 1977 1888 7682 3713 3969 529 421 265 1807 3440 191 3249 1574 891 434 457 683 567 437 130 4642 536 480 24340 1033 980 is_linear=0 shrinkage=0.03 Tree=1058 num_leaves=31 num_cat=0 split_feature=2 2 2 1 3 3 2 0 3 3 0 0 0 1 1 1 0 2 1 1 1 1 1 1 3 3 1 1 0 1 split_gain=2.21403 3.72145 2.6349 6.46016 12.6548 7.7444 5.57256 5.82056 5.71492 8.27243 4.85183 4.83933 4.12659 3.59486 9.85307 2.79667 2.76621 3.591 5.29694 4.17276 3.00163 6.13775 4.77519 3.89429 2.61787 14.1714 5.734 2.59203 2.87165 7.23644 threshold=142.00050354003909 151.73783874511722 149.35324859619143 1.5000000000000002 2.279500007629395 1.3535000085830691 145.14741516113284 71.500000000000014 1.0619999766349795 1.1980000138282778 43.500000000000007 31.500000000000004 48.500000000000007 -5.4999999999999991 -8.4999999999999982 -3.4999999999999996 49.500000000000007 145.14741516113284 7.5000000000000009 6.5000000000000009 10.500000000000002 6.5000000000000009 3.5000000000000004 8.5000000000000018 1.1980000138282778 1.4100000262260439 1.5000000000000002 5.5000000000000009 69.500000000000014 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 3 6 5 12 8 -8 13 -10 11 -11 -5 14 -2 -15 20 18 -18 -19 21 22 -14 -23 -4 -26 -27 28 -1 -30 right_child=1 -3 24 4 -6 -7 7 -9 9 10 -12 -13 16 15 -16 -17 17 19 -20 -21 -22 23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.0005897786918212265 0.0090836421510390765 1.3950491414508041e-05 0.0027864952483002271 -0.011813554296195515 -0.02904459654542826 0.017025716356182836 -0.00083344421216751112 0.019163505834407697 0.023858070217010561 0.0052784512187790487 -0.0038308982454349464 0.024970069190543249 0.0042836354958015466 0.010839238726971241 -0.02153386479133718 0.0019239576778713463 -0.0057083380803826453 -0.0030452109366976713 -0.027830195734528579 0.013849782517591697 -0.011958805159964989 0.0068418108162240842 -0.010431409578774439 0.032709568110749515 -0.031786485169307377 -0.0016725026226106453 0.01607086766818636 0.0028489919708718399 -0.025548971851386635 -0.0026827998005840353 leaf_weight=5209.9009748399258 17.838644064962864 313541.2447874106 945.07132586091757 41.792022153735161 16.226272270083427 18.348462447524071 876.14185273647308 13.299096420407293 25.846473067998886 47.968855738639832 36.839943096041679 14.666445896029471 65.326337546110153 33.047834381461143 20.139266312122345 758.20000429451466 74.323883429169655 73.037393540143967 11.210838943719862 16.047565422952175 13.223078094422815 12.648466289043428 28.509614303708076 8.9399928599596006 12.771936327219008 88.19143670797348 20.134127452969551 191.49413399398327 13.834997892379759 124.9720117226243 leaf_count=22599 101 1372619 4106 233 89 81 3655 58 108 201 156 64 290 141 90 3108 349 345 85 112 116 75 147 55 56 382 98 1033 59 649 internal_value=1.40858e-05 2.44822e-05 0.00102824 0.000440338 -0.00312343 -0.00196604 0.00117403 -0.000534446 0.00276598 0.00873704 0.00480816 0.00988937 -0.00297592 0.00186357 -0.00715248 0.00229632 -0.00175804 -0.00421731 -0.0086078 -1.78457e-06 0.00158004 0.00313106 -0.000187148 0.0175539 0.00225437 -0.00189849 0.0016254 -0.00058046 -0.000703242 -0.00496189 internal_weight=322371 316831 3289.79 2223.62 379.634 363.408 1843.99 889.441 954.547 125.322 99.4752 62.6353 345.059 829.226 37.9779 791.248 303.267 174.62 85.5347 89.085 128.647 115.424 93.836 21.5885 1066.17 121.098 108.326 5540.2 5348.71 138.807 internal_count=1411260 1386920 14301 9659 1977 1888 7682 3713 3969 529 421 265 1807 3440 191 3249 1574 891 434 457 683 567 437 130 4642 536 480 24340 23307 708 is_linear=0 shrinkage=0.03 Tree=1059 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 0 1 0 2 2 0 0 0 2 1 1 0 0 2 0 0 0 0 2 2 0 1 2 1 split_gain=2.14224 2.99933 10.3486 8.15836 2.09471 3.48938 2.49227 4.47509 3.60036 8.76412 3.55394 4.98611 4.54023 3.61366 3.55493 4.65802 4.21019 4.14189 4.55501 8.31049 3.52495 7.75585 10.2266 6.5013 13.0751 5.16647 6.09722 4.9747 4.95133 11.1875 threshold=97.500000000000014 58108.183593750007 12411.391601562502 94494.871093750015 142.00050354003909 151.73783874511722 46.500000000000007 2.5000000000000004 35.500000000000007 134.73744964599612 134.73744964599612 33.500000000000007 29.500000000000004 25.500000000000004 87.470542907714858 6.5000000000000009 -2.4999999999999996 19.500000000000004 24.500000000000004 112.33882141113283 59.500000000000007 68.500000000000014 66.500000000000014 53.500000000000007 67.829120635986342 112.33882141113283 55.500000000000007 -1.4999999999999998 87.470542907714858 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 -6 8 20 10 -10 11 14 13 -12 -1 16 -16 -18 19 -19 23 22 28 -8 -25 -26 -27 -23 -22 -30 right_child=1 3 -4 -5 5 -7 7 -9 9 -11 12 -13 -14 -15 15 -17 17 18 -20 -21 21 27 -24 24 25 26 -28 -29 29 -31 leaf_value=-0.0032119749680746923 -0.0056320607367227726 -0.033969719015118187 0.024774946737831084 -0.003999851186514242 0.00099739827950438256 1.5182682365305947e-05 -0.0011798634968341218 0.0021975503166548273 0.00085888838652157628 0.016745801675213407 0.00021146900065542392 -0.0042447479989192842 -0.002016174814110983 -0.01847947271806339 -0.0075761935445427609 -0.015652860908772527 0.013224486196325049 0.0062492226466728563 0.0035360777051185667 -0.027990280039167311 0.0045679824144302609 -0.018004080022363266 0.009436151502309623 0.0069724887812206253 -0.0053006824877669155 -0.022312744521323997 -0.0066982734207760592 -0.0031225797022872855 -0.0005649558681820754 -0.021637949426922796 leaf_weight=137.24775472283363 41.493678702041507 9.1761450944468361 13.303005171939729 74.910310295177624 3289.3570522218943 313402.26701288915 1698.9550019130111 334.72007036954165 1239.0729700997472 32.060165427625179 12.959012821316717 219.39719069749117 111.54700608551502 33.057389140129089 32.801592767238617 12.68521925806999 36.612082235515118 13.832971379160881 360.51553542912006 11.841166540980339 136.58600577712059 23.006697028875351 130.76089283823967 69.979111529886723 341.50642263889313 39.006775304675102 53.208973243832588 166.7270867601037 267.54980871081352 24.773166090250015 leaf_count=820 232 82 77 575 14301 1371653 7156 1706 5375 135 61 941 484 146 161 60 176 64 1516 56 587 97 567 297 1454 175 231 819 1140 116 internal_value=1.36621e-05 -0.00371143 0.00174986 -0.00727039 1.52676e-05 2.53846e-05 -0.000563024 -0.00108989 0.000205384 0.00125958 -0.00115852 -0.000369968 -0.00528702 -0.0132158 0.00103394 0.00227835 0.0027776 0.00358086 0.00266661 -0.00954237 -0.00146264 0.000314616 0.0020916 -0.00206731 -0.00506063 -0.00700212 -0.0133031 -0.00492708 -0.000147518 -0.00235081 internal_weight=322371 138.883 54.7967 84.0865 322232 316692 5540.41 3286.78 2253.63 1271.13 982.497 824.934 157.563 46.0164 605.536 468.289 455.603 422.802 386.19 25.6741 2952.06 749.404 559.67 2202.66 503.701 433.722 92.2157 189.734 428.909 292.323 internal_count=1411260 966 309 657 1410294 1385954 24340 14345 9995 5510 4485 3794 691 207 2853 2033 1973 1812 1636 120 12639 3326 2410 9313 2157 1860 406 916 1843 1256 is_linear=0 shrinkage=0.03 Tree=1060 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 0 2 1 2 2 1 2 3 2 2 0 2 2 0 1 2 2 2 2 3 1 0 0 2 1 split_gain=2.64868 4.87024 8.50452 9.64718 6.42846 6.88067 5.64336 5.14 6.08618 9.40784 5.44596 4.01852 13.9457 11.8473 10.8242 7.97204 13.6037 15.5993 12.8675 21.2864 8.15425 7.97044 6.92817 6.74213 6.63131 6.01633 5.9762 5.31735 4.99131 4.88639 threshold=-11.499999999999998 12.500000000000002 14.500000000000002 1061.0313110351565 -12.499999999999998 13.500000000000002 5006.9262695312509 -36.499999999999993 1248.5628051757815 18984.831054687504 -54.499999999999993 1006.7319946289064 3.8810000419616704 736.05068969726574 1986.3098144531252 19.500000000000004 20123.864257812504 24241.001953125004 24.500000000000004 -16.499999999999996 7700.5261230468759 21398.625000000004 3383.5720214843755 14763.748535156252 1.4100000262260439 -26.499999999999996 60.500000000000007 54.500000000000007 699.95858764648449 -28.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -3 5 -5 -6 8 -1 10 -10 12 13 28 26 16 25 -18 19 20 22 23 -17 -22 -15 29 27 -13 -4 -16 right_child=-2 2 11 4 6 -7 -8 -9 9 -11 -12 14 -14 24 15 18 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.033702082876798246 -9.0160802273444514e-06 0.010562078427876272 0.0013704634319028446 0.00072050472292435499 -0.024166674226268153 -0.013652828147385844 -0.00078214666894985097 0.0026236554913657045 0.0045101452059858171 0.00095186180473101319 -0.023279407180711274 -0.0093270921797756617 -0.011676306670097778 -0.001159883346856565 0.0047136840666856137 -0.013495314111537399 -0.030256987776372327 0.0005717750361318247 -0.00040259284536157703 -0.014099060249515015 -0.0042146988322100398 0.0035181238857251202 0.014468077550646545 -0.023413866656220434 0.019055261803713516 0.013366348440016636 0.0081898198022374181 -0.030780869452148484 -0.017480836838254236 -0.023035117129696935 leaf_weight=3.6450027748942366 318464.897857406 23.789197221398354 576.76236588507891 63.910297323018312 39.526625230908394 56.45159986615181 12.140909150242804 579.65517604642082 7.998982190154492 68.675007689045742 30.727521451772191 131.49820762872696 70.221077539026737 19.935016751289368 30.417203523218632 9.599175885319708 16.524920761585236 139.24483200535178 1438.8794387765229 180.00834134221077 50.107871904969215 71.023282375186682 47.102230869233608 24.515759937465191 54.618310332298279 113.76758866012096 16.22589148581028 11.290248334407805 12.924058839678763 7.0317270606756201 leaf_count=48 1388077 143 3006 367 164 325 58 4599 87 1369 213 693 353 95 247 53 67 600 7689 793 283 305 296 101 306 607 72 51 62 41 internal_value=-1.85422e-05 -0.000794786 -0.00128546 -0.00734422 -0.00982041 -0.00602081 -0.0186717 0.00149093 -0.00442183 -0.00571568 -0.0175395 -0.000892826 0.00103781 0.0023819 -0.00151278 -0.000948654 0.00352355 -0.00269871 -0.00170248 -0.00659422 8.20625e-05 -0.00367553 0.00973406 -0.0105221 0.0136499 0.00993316 -0.00906291 -0.0110234 0.000957303 -0.000496665 internal_weight=322373 3908.22 3217.52 195.819 172.029 120.362 51.6675 690.702 111.047 107.402 38.7265 3021.7 734.461 664.24 2287.24 2128.22 306.986 155.77 1821.24 382.357 202.348 145.647 56.7014 74.6236 74.5533 151.217 159.014 142.788 589.686 37.4489 internal_count=1411170 23093 16777 1057 914 692 222 6316 1717 1669 300 15720 3822 3469 11898 11082 1562 667 9520 1831 1038 689 349 384 401 895 816 744 3068 288 is_linear=0 shrinkage=0.03 Tree=1061 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 0 2 1 2 2 1 2 1 2 3 2 2 0 2 2 0 1 2 2 2 0 2 1 0 0 split_gain=2.49101 4.58401 7.98059 9.06392 6.02415 6.41741 5.26967 4.8996 8.66226 5.33248 5.59928 4.74937 4.85105 3.78182 13.0748 11.2489 10.1289 7.51103 12.8657 14.6821 12.1184 20.0192 7.70635 7.49067 6.56091 6.39679 6.36209 5.71763 5.59456 4.93145 threshold=-11.499999999999998 12.500000000000002 14.500000000000002 1061.0313110351565 -12.499999999999998 13.500000000000002 5006.9262695312509 -28.499999999999996 1209.7733154296877 1006.7319946289064 -27.499999999999996 64691.324218750007 -32.499999999999993 1006.7319946289064 3.8810000419616704 736.05068969726574 1986.3098144531252 19.500000000000004 20123.864257812504 24241.001953125004 24.500000000000004 -16.499999999999996 7700.5261230468759 21398.625000000004 3383.5720214843755 43.500000000000007 14763.748535156252 -26.499999999999996 60.500000000000007 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -3 5 -5 -6 8 -1 -9 -11 -10 -13 14 15 -4 28 18 27 -20 21 22 24 26 -19 -17 -24 -18 29 -15 right_child=-2 2 13 4 6 -7 -8 9 11 10 -12 12 -14 16 -16 25 17 20 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.034628660395385348 -8.7455922931186596e-06 0.010308074415604558 0.00092905516321534947 0.00069913599289338235 -0.023342187380547007 -0.01316028659687485 -0.00075848353189724587 -0.023341218340693835 -0.0067278067637704898 0.021146890252983407 0.0027396431133757974 0.010543465848101417 -0.014613328898666688 -0.0090078619799101659 -0.011268840993205539 0.019381684854172392 -0.00048100705198093847 -0.012998572428075004 -0.029358088217146878 0.00055462584417897661 -0.00039045255461181379 -0.013676800879427868 -0.0040797067205492919 0.0034137677126114406 0.014154912529104691 0.00047293127246290445 -0.022728147883109381 0.013045523849996413 0.0079631193994391513 -0.029576680410283659 leaf_weight=5.3888867981731883 318464.94012146175 23.646326929330826 589.42049116641283 63.888143621385098 39.692488595843315 56.801989186555147 12.14405073225498 6.8540395498275748 132.97989597596461 15.339349756948648 489.1610363816726 31.466709971253294 8.8358669693116081 132.06482769548893 70.571910232305527 50.360545247793198 37.435334205627441 9.6659875810146314 16.520018495619297 139.24383109807968 1439.1062225233763 179.99907600879669 50.211297389119864 70.998947784304619 46.706070728600025 23.670068368315697 24.498007193207741 113.07905131578445 16.187775284051895 11.395766645669935 leaf_count=61 1388077 143 3068 367 164 325 58 45 1132 118 3839 1001 120 693 353 287 288 53 67 600 7689 793 283 305 296 114 101 607 72 51 internal_value=-1.79828e-05 -0.000770853 -0.00124673 -0.00711024 -0.00949757 -0.00582371 -0.0180514 0.00144794 -0.00282869 0.00294223 0.00329932 -0.00399357 0.00502813 -0.000865987 0.00100761 0.00231346 -0.0014673 -0.000920394 0.0034263 -0.00261786 -0.0016514 -0.00640077 8.02083e-05 -0.00356375 0.00949897 0.0133359 -0.0101947 0.00968126 -0.00875528 -0.0106417 internal_weight=322372 3907.33 3217.31 196.173 172.527 120.69 51.8365 690.026 178.671 511.354 504.5 173.282 40.3026 3021.14 734.023 663.451 2287.11 2127.46 306.278 155.764 1821.19 382.079 202.08 145.708 56.3721 74.0306 74.7093 150.514 159.648 143.461 internal_count=1411170 23093 16777 1057 914 692 222 6316 2314 4002 3957 2253 1121 15720 3822 3469 11898 11082 1562 667 9520 1831 1038 689 349 401 384 895 816 744 is_linear=0 shrinkage=0.03 Tree=1062 num_leaves=31 num_cat=0 split_feature=1 2 3 2 0 2 2 2 1 1 3 2 2 2 2 0 3 2 2 0 2 3 2 2 0 2 3 0 0 1 split_gain=2.37032 3.5113 5.04271 17.3485 9.46567 8.50871 9.06156 8.30989 6.69561 6.4933 6.41456 6.09983 6.68952 6.01838 5.41727 5.12984 4.6667 4.41342 8.63754 18.9617 8.31609 6.0419 12.8734 4.88017 4.543 11.3146 4.42075 4.33874 4.16511 4.41115 threshold=-6.4999999999999991 149.35324859619143 1.532000005245209 3093.6569824218755 40.500000000000007 6559.7421875000009 11087.062988281252 263.64595031738287 -18.499999999999996 -8.4999999999999982 2.6375000476837163 25057.239257812504 15804.419433593752 9879.8374023437518 36363.248046875007 46.500000000000007 1.1980000138282778 1707.8798828125002 2471.414184570313 44.500000000000007 640.43759155273449 1.1510000228881838 1921.9818115234377 184.1896667480469 56.500000000000007 2928.0368652343755 1.1054999828338625 55.500000000000007 48.500000000000007 -8.4999999999999982 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 -5 13 10 15 11 -4 12 -8 -7 -13 -6 -11 20 21 -20 23 22 -19 26 25 -21 -10 -14 -24 -30 right_child=-2 2 7 5 8 6 9 -9 17 16 -12 14 27 -15 -16 -17 -18 18 19 24 -22 -23 28 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0047042953454385283 -3.1215881625963497e-06 0.01242117048607934 -0.0094304318040381654 -0.0048670625257923057 0.0078690775733561702 0.0042111525561859897 0.0063477096715476682 -0.00067423127088126888 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8.672663211822508 140.98203215003014 31.286048825830221 63.51267571747303 63.69445013999939 leaf_count=902 1359552 447 674 2649 198 415 324 35687 316 219 95 222 382 122 148 733 363 382 794 614 644 1165 396 2047 100 47 671 171 366 325 internal_value=-1.74402e-05 -0.000479599 -0.000402385 0.000682906 0.00256598 -0.00234053 0.000539199 -0.000841938 0.00205446 -0.00175126 -0.00742789 0.001207 -0.0017328 0.007778 0.00900123 -0.00360258 -0.00703824 0.00271752 0.00442151 -2.33256e-05 0.00109646 0.00691624 0.00391568 0.00259332 -0.0075229 -0.00991331 -0.00121687 -0.00601552 -2.33154e-05 -0.00316873 internal_weight=322371 9687.57 9513.69 2742.43 1689.91 1052.52 491.878 6771.26 1606.52 373.65 168.143 239.59 173.972 118.228 65.6182 168.547 134.059 1437.98 701.058 252.026 736.92 449.032 257.55 603.732 137.673 115.459 201.544 113.707 191.501 127.207 internal_count=1411170 51618 50716 14260 9245 5015 2366 36456 8798 1829 769 1247 877 537 370 931 582 7867 4189 1555 3678 2634 1469 3034 761 661 987 553 1087 691 is_linear=0 shrinkage=0.03 Tree=1063 num_leaves=31 num_cat=0 split_feature=1 2 3 2 0 2 2 2 1 1 3 2 0 0 2 2 3 2 0 2 2 3 1 2 3 2 2 0 0 0 split_gain=2.22886 3.29557 4.74686 16.3378 8.97422 7.98912 8.54361 7.79844 6.30625 6.13597 6.02399 5.73045 5.36915 4.85949 4.18108 9.00023 8.29841 15.8325 8.04995 10.3291 4.87345 9.28285 5.85559 4.6034 4.16078 4.07721 8.45505 7.78314 7.10865 6.94081 threshold=-6.4999999999999991 149.35324859619143 1.532000005245209 3093.6569824218755 40.500000000000007 6559.7421875000009 11087.062988281252 263.64595031738287 -18.499999999999996 -9.4999999999999982 2.6375000476837163 9879.8374023437518 43.500000000000007 55.500000000000007 1637.6347656250002 640.43759155273449 1.2994999885559084 2471.414184570313 44.500000000000007 2928.0368652343755 1921.9818115234377 1.1054999828338625 -11.499999999999998 184.1896667480469 1.1054999828338625 99995.847656250015 32790.857421875007 75.500000000000014 14.500000000000002 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 -5 11 10 13 12 -4 -7 -8 -6 15 23 17 20 -19 -20 22 -22 -16 24 -10 26 -9 -28 29 -27 right_child=-2 2 7 5 8 6 9 25 14 -11 -12 -13 -14 -15 16 -17 -18 18 19 -21 21 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=-0.0045536350295168389 -3.0279451615061387e-06 0.01211713010063474 -0.0091210152272664397 -0.0047135941577049999 -0.00020873144509964096 0.0040891171323477844 0.012981918039771431 -0.00039467922783156204 0.0054094106714395549 -0.0056281940371092033 0.0094718105335495004 0.020149879329860475 -0.00025504653197717215 -0.011388744194408581 -0.0067004274501522403 -0.0065108944638259019 0.010168784304075232 0.0072877612110899799 -0.0069926350473972854 -0.040701295311656664 -0.0018531993850873511 0.0084881822873103686 0.015417374275266139 0.0043763674969455333 -0.0039986620158550578 0.0019227782441515759 -0.0039335956405788458 0.018877046349338615 0.0084435369948701253 -0.010209515257801883 leaf_weight=174.23983067274094 312683.90442229435 82.920013606548309 150.98933005332947 561.51383173465729 119.21080758422613 92.436545610427856 33.430520460009575 5328.6312390770181 60.406093403697014 182.71530978381634 17.501079559326172 25.512232281267643 157.5474175401032 49.527511268854141 12.70705872774124 118.94527898728848 164.97191428393126 32.694126352667809 107.19480995833874 8.8572588562965375 140.36905594170094 176.16144105046988 70.772618442773819 401.3943405598402 141.20478716492653 230.75900512363296 861.09075272362679 13.676203928887842 118.53930468857288 52.003086060285568 leaf_count=902 1359552 447 674 2649 695 415 147 27237 316 805 95 122 877 236 77 565 1038 225 614 47 789 1073 405 2047 671 2771 4850 86 529 214 internal_value=-1.6913e-05 -0.000465061 -0.00039018 0.000663315 0.00249331 -0.00226865 0.000523766 -0.000816434 0.00199593 -0.00169804 -0.00718978 0.00756305 0.00206207 -0.00349025 0.00264073 0.00103101 0.00426899 0.00249534 -0.00586105 -0.00956533 0.00560272 0.00390218 0.0120507 0.00251869 -0.00117984 -0.000653846 -0.000843427 -0.00357697 0.00227675 -0.000308485 internal_weight=322372 9687.92 9513.68 2740.49 1687.34 1053.16 491.642 6773.19 1604.42 373.693 168.49 117.949 190.978 168.738 1435.68 721.951 713.728 548.756 148.746 116.052 400.01 316.53 83.4797 603.005 201.611 6604.7 6203.4 874.767 401.301 282.762 internal_count=1411170 51618 50716 14260 9245 5015 2366 36456 8798 1829 769 537 1024 931 7867 3599 4268 3230 886 661 2344 1862 482 3034 987 35687 32173 4936 3514 2985 is_linear=0 shrinkage=0.03 Tree=1064 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 0 3 0 1 1 1 1 0 0 2 0 3 3 1 0 3 3 1 2 1 0 0 0 0 1 split_gain=2.14707 8.58895 48.9274 12.8862 10.1887 6.99891 5.86278 18.2726 9.20249 7.43475 6.57531 11.8487 5.76101 8.25095 5.34564 19.8459 13.6224 18.4114 13.4674 12.8264 14.1676 17.1529 22.9194 10.9374 9.43336 9.33158 30.8092 6.16621 15.6061 6.10474 threshold=13264.737792968752 12986.766601562502 7.0125000476837167 65.500000000000014 5.5000000000000009 71.500000000000014 1.532000005245209 30.500000000000004 1.0000000180025095e-35 -8.4999999999999982 2.5000000000000004 5.5000000000000009 56.500000000000007 52.500000000000007 13836.183105468752 12.500000000000002 5.0659999847412118 5.9049999713897714 1.0000000180025095e-35 32.500000000000007 1.532000005245209 1.1054999828338625 -1.4999999999999998 13578.460937500002 1.5000000000000002 2.5000000000000004 5.5000000000000009 65.500000000000014 71.500000000000014 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 -4 -5 12 8 9 -8 -10 -12 13 -3 15 24 19 18 -18 -17 21 -21 -23 -24 25 -2 -27 -22 -29 -19 right_child=14 2 4 5 -6 -7 7 -9 10 -11 11 -13 -14 -15 -16 16 17 29 -20 20 27 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=-4.8918427408087744e-05 -0.012433426984975302 -0.0020502489565509458 0.0065695936493348614 -0.027688552650116126 -0.017983431298847136 -0.0062236607735978011 -0.017634044217529395 0.010426131962555782 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27.721048384904861 208.92401761561632 36.145635738968849 22.75798986852169 275.5345506966114 leaf_count=1042770 1251 728 122 78 783 195 72 803 750 706 82 56 132 124 353790 1032 498 802 758 399 1258 199 680 531 195 129 879 148 93 1127 internal_value=-1.6402e-05 -6.09884e-05 -0.00270649 0.000309534 -0.0159856 -0.0123265 0.0013339 0.00292597 -0.000772933 0.0043228 -0.00486697 0.00725609 -0.00266497 -0.00451129 0.000118038 0.00159709 0.0028879 0.0060278 0.0120593 0.00069957 0.00255425 -0.00110223 -0.00419564 -0.00108377 -0.00486711 -0.00293805 -6.79898e-05 0.00690984 -0.00197983 0.00227888 internal_weight=322372 242086 1099.48 895.984 203.5 67.1881 828.796 592.789 396.999 176.863 220.136 34.0394 236.007 204.305 80286.3 2140.6 1784.3 732.824 280.899 1051.48 800.626 435.243 342.768 295.257 356.301 308.173 236.645 365.383 58.9036 451.926 internal_count=1411170 1047401 4631 3726 905 273 3453 2469 1666 778 888 138 984 852 363769 9979 7525 3185 1256 4340 3308 1809 1410 1211 2454 2259 1008 1499 241 1929 is_linear=0 shrinkage=0.03 Tree=1065 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 0 1 1 2 2 1 2 0 2 2 2 1 2 1 2 0 1 1 1 0 1 1 2 2 split_gain=2.8528 6.68844 18.6411 10.3043 9.96889 15.8559 9.62014 10.3091 8.86115 8.48831 7.41746 18.1805 11.8906 13.7321 11.1384 7.3092 9.68422 9.60571 11.9063 13.0661 8.66845 11.9682 7.94269 7.20137 7.01798 8.22816 6.5299 5.91793 5.8725 24.1154 threshold=3.5000000000000004 61082.773437500007 43957.078125000007 39196.445312500007 35189.248046875007 36363.248046875007 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 19525.543945312504 28492.581054687504 1.0000000180025095e-35 29455.711914062504 2.5000000000000004 30553.010742187504 84255.890625000015 99995.847656250015 1.5000000000000002 72035.476562500015 -1.4999999999999998 75297.019531250015 2.5000000000000004 -8.4999999999999982 -17.499999999999996 -1.4999999999999998 1.5000000000000002 -14.499999999999998 -3.4999999999999996 1921.9818115234377 2817.958129882813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 7 -7 10 -10 23 12 -12 -14 -13 17 22 18 19 26 21 -20 -17 -1 25 -18 -3 -4 -25 -30 right_child=-2 15 27 -5 5 6 -8 -9 9 -11 11 14 13 -15 -16 16 24 -19 20 -21 -22 -23 -24 28 -26 -27 -28 -29 29 -31 leaf_value=0.025731674349787622 1.913337971424318e-05 -0.02019833057953108 0.011387954176186826 0.011298165750381275 -0.017755298850280966 0.0065765702237888819 0.0057000282789851382 -0.030049587103298969 -0.0042148703608023324 -0.025457784031490616 -0.031472644508637952 0.025265414415651912 -0.014929351028960676 0.010552792239735301 0.0052853149888462689 -0.024866791090021958 0.015871443747081986 0.014570583756829757 -0.0096888476059769912 -0.0029531087345248627 0.0017974673170337492 0.011981037795618234 -0.0027628199833785194 0.0093159447917218821 0.00057994869978303225 -0.0059002930568418923 0.013492405251694843 -0.0062163592008724448 -0.027161093099957734 -0.00029864064312697781 leaf_weight=9.5023171443608572 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36363.248046875007 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 19525.543945312504 28492.581054687504 1.0000000180025095e-35 29455.711914062504 2.5000000000000004 30553.010742187504 -17.499999999999996 84255.890625000015 1.5000000000000002 72035.476562500015 -1.4999999999999998 99995.847656250015 75297.019531250015 2.5000000000000004 -15.499999999999998 -8.4999999999999982 -1.4999999999999998 1.5000000000000002 -3.4999999999999996 54303.691406250007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 7 -7 10 -10 15 12 -12 -14 -13 -1 17 18 19 23 24 22 -20 -3 -18 26 -22 -4 -29 -30 right_child=-2 16 27 -5 5 6 -8 -9 9 -11 11 14 13 -15 -16 -17 20 -19 21 -21 25 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.02553739523842586 1.8559395780251582e-05 -0.024008586444760643 0.01113708725257888 0.010994996154363263 -0.017275504499341281 0.0064018300056900108 0.0055329310547097069 -0.029571230176394455 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3595.2248263256624 245.77972736861557 272.40352894738317 150.44347843900323 297.81287628412247 leaf_count=263 1342091 70 168 426 374 71 356 85 327 121 72 194 282 270 269 17721 132 303 229 2820 2623 2503 1643 588 4540 26221 2206 1873 927 1610 internal_value=3.54278e-06 -0.000495547 -0.0015423 -0.000383829 -0.000679612 -0.00726107 0.000144157 -0.0144457 -0.000171706 -0.00892881 0.000193943 0.00564942 -0.00372318 0.000374372 0.0141554 -0.000315037 7.94953e-05 0.00208158 0.00153401 -0.0013158 -0.00043016 0.00454209 0.00917072 0.0105568 -0.00300248 0.000227902 -0.00436217 -0.00562382 -0.00603001 -0.00393165 internal_weight=322368 9416.09 3338.67 2600.55 2534.66 181.592 104.396 28.1584 2353.07 94.3135 2258.75 192.752 91.7046 79.3867 101.047 2066 6077.42 1233.16 1180.02 605.952 4844.26 574.071 216.239 69.8219 986.822 3857.43 262.209 738.124 720.66 448.256 internal_count=1411378 69287 25409 20831 20405 886 512 156 19519 448 19071 1087 624 552 463 17984 43878 8156 7853 3478 35722 4375 1872 658 4672 31050 4829 4578 4410 2537 is_linear=0 shrinkage=0.03 Tree=1067 num_leaves=31 num_cat=0 split_feature=2 1 1 1 0 0 2 0 2 1 0 0 2 2 3 3 3 1 0 0 0 2 1 2 0 3 3 2 3 3 split_gain=2.6094 6.81983 7.60659 8.6572 9.07005 8.87701 7.28922 20.6337 28.2281 12.3591 11.6774 14.8466 10.8578 15.8369 13.8657 10.2573 11.9921 10.1271 9.8875 13.8882 10.6613 14.0014 19.714 12.0251 9.78984 9.4062 9.37233 9.219 8.33682 16.7608 threshold=1443.1333007812502 -21.499999999999996 -2.4999999999999996 1.5000000000000002 90.500000000000014 89.500000000000014 922.17691040039074 11.500000000000002 1099.1130981445315 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 814.81753540039074 789.36499023437511 6.4175000190734872 14.476500034332277 7.7119998931884775 1.0000000180025095e-35 22.500000000000004 24.500000000000004 15.500000000000002 1006.7319946289064 1.0000000180025095e-35 937.66867065429699 14.500000000000002 21.500000000000004 1.0619999766349795 1338.8272094726565 1.7404999732971194 1.4100000262260439 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 6 5 -5 12 8 17 10 11 27 13 25 24 16 -14 -8 20 -20 21 22 -9 -24 -15 -4 -26 -10 29 -21 right_child=-2 2 3 4 -6 -7 7 18 9 -11 -12 -13 15 14 -16 -17 -18 -19 19 28 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0067557374660717926 -5.6817399349685314e-05 -0.00068568773381482394 0.00024815640834652258 -0.00039241347324871814 0.019716513480745535 -0.019200446801211669 -0.019471675335627072 -0.0060006553771677438 0.020213065677833996 -0.0031584757524760264 0.0024366915286702403 -0.017859880540294384 -0.0014691301468509499 0.016165607953583124 -0.019626068276948024 0.011395463116344691 -0.017281596368864973 -0.0056309768445958015 -0.0091238884075383261 0.00093893018974331561 0.0064068476690486214 0.0038592821209181716 0.0083106289228160289 -0.0036609389443426174 0.023732127088826098 -0.019945690398844654 0.0034488950216858259 -0.013743777935099507 1.075891922040049e-05 0.0054696512292661398 leaf_weight=139.39302327111363 215140.68341725279 9694.4965739995241 63036.024806331843 18208.275688782334 20.162639304995537 22.613177835941315 96.338400974869728 380.00171564519405 19.754127815365795 908.87284913659096 1038.5428570359945 57.928600236773491 3212.8708584159613 64.35647115111351 21.234680905938148 54.893174782395363 43.753527089953423 94.003952622413635 119.55655634403229 2810.8653654158115 677.32095636427402 1351.4427431225777 211.28493075072765 117.51520036160946 21.069205895066261 20.76641458645463 762.83387550711632 11.318624481558798 3011.0806106925011 994.97864156961441 leaf_count=844 949209 42910 262382 86137 91 104 434 1774 121 3953 4761 272 13828 294 93 346 194 414 491 11958 2954 6112 880 488 87 130 3219 63 12630 4205 internal_value=3.43884e-06 0.000124341 0.000115709 0.000195483 -0.000393502 -0.000415743 0.000331315 0.00101568 -0.00158801 -0.000555344 0.00154295 -0.00888601 0.000210186 0.000296954 0.0043181 -0.0014648 -0.00168157 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61082.773437500007 43957.078125000007 39196.445312500007 35189.248046875007 36363.248046875007 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 19525.543945312504 28492.581054687504 1.0000000180025095e-35 29455.711914062504 2.5000000000000004 30553.010742187504 -17.499999999999996 84255.890625000015 1.5000000000000002 72035.476562500015 -1.4999999999999998 99995.847656250015 75297.019531250015 2.5000000000000004 -15.499999999999998 -8.4999999999999982 1.0000000180025095e-35 1.5000000000000002 1921.9818115234377 2817.958129882813 1768.4891357421877 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 8 -6 7 -7 10 -10 15 12 -12 -14 -13 -1 17 18 19 23 24 22 -20 -3 -18 26 -22 29 -29 -17 right_child=-2 16 -4 -5 5 6 -8 -9 9 -11 11 14 13 -15 -16 27 20 -19 21 -21 25 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.025335171625754178 1.784584623139612e-05 -0.022830341574798945 -0.0054586609826363852 0.010700822190118815 -0.016807202772218414 0.0062327578601063917 0.005372345131081065 -0.029102936367202917 -0.0039733883018798028 -0.02457741528627453 -0.0288714233870314 0.023703925038878235 -0.013800341051595496 0.010041869990320449 0.0049586085336037243 -0.0030484057918162624 -0.02262501279730756 0.013918531319327345 -0.0091065608566291284 -0.0027720526616183349 0.0082710154840798748 0.0016956800020626458 0.011455401857434997 0.013096242953877997 -0.0025989931621458054 0.0010330205828085748 -0.0027407277113900602 -0.026633169411395884 -0.0002749986055120257 0.027892267619167174 leaf_weight=9.0773088883724977 312948.7771708623 5.3528510499745598 737.41620860248804 65.680435304529965 76.962239444255829 11.799894697964193 76.185748055577278 16.086391180753708 72.430099382996559 21.523466765880585 12.466658739373086 47.256235882639885 32.223940206691623 47.178795523941517 53.935479208827019 32.608431458473206 15.352389423176644 52.751778811216354 26.078622424975038 536.58574103564024 128.94018821395002 357.55619372148067 188.7048129606992 63.947547159157693 971.50017937086523 2653.0755082070827 1075.510686615482 30.202918939292431 1972.7451764544239 21.117842361330986 leaf_count=263 1342091 70 4578 426 374 71 356 85 327 121 72 194 282 270 269 234 132 303 229 2820 11462 2503 1643 588 4540 11814 7774 227 17055 205 internal_value=3.33762e-06 -0.000479047 -0.001495 -0.000370597 -0.000657587 -0.00706407 0.000141064 -0.0141509 -0.000164638 -0.00869349 0.000190113 0.00547358 -0.00360151 0.000366007 0.0137126 -0.000303669 7.89662e-05 0.00202486 0.00149235 -0.00127446 -0.000415493 0.00442133 0.0089588 0.0103212 -0.00291054 0.000222802 -0.00156189 -0.000416829 -0.00067246 0.00911325 internal_weight=322361 9412.25 3336.9 2599.48 2533.8 181.034 104.072 27.8863 2352.77 93.9536 2258.81 193.061 91.8694 79.4027 101.192 2065.75 6075.36 1230.98 1178.23 605.886 4844.38 572.34 214.783 69.3004 986.853 3857.53 1204.45 2056.67 2002.95 53.7263 internal_count=1411378 69287 25409 20831 20405 886 512 156 19519 448 19071 1087 624 552 463 17984 43878 8156 7853 3478 35722 4375 1872 658 4672 31050 19236 17721 17282 439 is_linear=0 shrinkage=0.03 Tree=1069 num_leaves=31 num_cat=0 split_feature=2 1 1 1 0 0 2 0 2 1 0 0 2 2 3 3 3 1 0 0 0 2 1 2 0 3 3 2 2 1 split_gain=2.43775 6.42951 7.15638 8.14686 8.49174 8.40927 6.86268 19.4108 26.4816 11.6394 10.9547 13.8911 10.2151 14.907 13.0459 9.69919 11.2795 9.36878 9.30707 13.0676 10.0644 13.1857 18.5129 11.2948 9.25932 8.87413 8.83243 8.75705 8.05656 10.5122 threshold=1443.1333007812502 -21.499999999999996 -2.4999999999999996 1.5000000000000002 90.500000000000014 89.500000000000014 922.17691040039074 11.500000000000002 1099.1130981445315 1.0000000180025095e-35 8.5000000000000018 5.5000000000000009 814.81753540039074 789.36499023437511 6.4175000190734872 14.476500034332277 7.7119998931884775 1.0000000180025095e-35 22.500000000000004 24.500000000000004 15.500000000000002 1006.7319946289064 1.0000000180025095e-35 937.66867065429699 14.500000000000002 21.500000000000004 1.0619999766349795 1338.8272094726565 937.66867065429699 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 6 5 -5 12 8 17 10 11 27 13 25 24 16 -14 -8 20 -20 21 22 -9 -24 -15 -4 -26 -10 29 -22 right_child=-2 2 3 4 -6 -7 7 18 9 -11 -12 -13 15 14 -16 -17 -18 -19 19 -21 28 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0065713667073787046 -5.5000680748242202e-05 -0.00066550705868598323 0.00024017443585304802 -0.00038122055706259406 0.019027228068451061 -0.018744947579133836 -0.018769610015657131 -0.0058078925712264371 0.01985087020368323 -0.0030665504080185191 0.0023651400269732907 -0.017208834255375748 -0.0014256057181320173 0.015727845767860002 -0.019032967859143789 0.011113770685691259 -0.016758934198340666 -0.0054717802468283398 -0.0088505734094334841 0.0011541341785493602 -0.013296714886405056 0.0037452310710792895 0.0080473600425620129 -0.0035538729082023146 0.023046748315715956 -0.019437219985160358 0.0033452460353139259 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0.00418949 -0.00142136 -0.00163167 -0.0122282 0.00156625 0.000981673 0.00304763 0.00200536 -0.00130474 0.00390702 0.00477117 0.000233736 0.00387423 0.00765998 0.0062229 0.0137023 internal_weight=322357 107220 107081 97384.7 18248.7 18228.4 79136 11898.4 2225.75 2034.96 1126.89 89.2532 67237.6 63926.3 869.203 3311.24 3256.61 190.782 9672.69 6935.74 2736.95 2060.57 709.932 329.074 847.963 63057.1 783.799 30.9408 676.379 108.772 internal_count=1411378 462169 461325 418415 86332 86241 332083 51510 10018 9170 5217 456 280573 266205 3693 14368 14022 848 41492 29284 12208 9254 3142 1368 3600 262512 3306 184 2954 492 is_linear=0 shrinkage=0.03 Tree=1070 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 2 2 2 0 3 2 0 3 3 1 2 0 3 2 0 2 2 3 1 2 0 3 0 1 0 split_gain=2.12559 2.99411 4.63422 3.11892 4.76316 5.73099 5.71888 5.00897 8.30656 4.61248 5.82356 7.12872 4.97779 4.87041 3.78885 3.42606 6.55751 3.8515 10.5195 8.55242 7.95624 13.3662 8.73653 11.5979 14.1762 8.40915 7.34006 7.21837 7.14682 7.04689 threshold=10.500000000000002 7.7119998931884775 94494.871093750015 47554.107421875007 14.500000000000002 4076.2145996093755 3093.6569824218755 13264.737792968752 13.500000000000002 5.9049999713897714 58108.183593750007 79.500000000000014 4.7190001010894784 2.7749999761581425 26.500000000000004 43957.078125000007 34.500000000000007 2.3904999494552617 4905.5217285156259 26.500000000000004 5699.5627441406259 6704.7329101562509 1.6674999594688418 22.500000000000004 13578.460937500002 49.500000000000007 1.9854999780654909 41.500000000000007 20.500000000000004 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 5 6 -2 8 -7 10 12 -12 13 14 -5 17 -17 20 19 -19 27 25 29 28 -25 -22 -26 -6 -24 -23 right_child=1 2 -4 9 15 7 -8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 21 22 23 24 26 -27 -28 -29 -30 -31 leaf_value=4.8661536570318654e-05 -0.011712396935177978 -0.0092728719016352597 0.00045987287280694998 0.010377386654104908 0.0021730851713370409 -0.032869073728557567 0.015423033530504136 -0.0030915873694156389 -0.0015628861597596039 0.0091583553784560182 -9.5888767045922615e-05 -0.016514724451415861 0.016379768406237998 -0.013064010782070453 -0.0066997027667838735 -0.020597913753386862 0.0040880153402041361 -0.0063180253576105017 0.0027026881653418751 0.0011784570040399422 -0.026128454044198109 -0.0029168654709434208 -0.0077979429365243654 -0.021364173524215119 -0.0013543354909234841 0.0018312263997415843 0.013393949323489545 -0.0010771298764016544 -0.025490975881906703 0.0039009688641282775 leaf_weight=316231.96528355626 12.492091223597527 87.353697875514627 88.77765972702764 45.579656556248665 875.42851871997118 19.878670513629913 15.870524644851685 25.639800772070885 12.377305462956427 69.905163615942001 196.72375672310591 27.075107328593731 31.753222346305847 15.021643310785292 15.727616176009176 21.215246722102165 17.818746283650398 267.08090811222792 994.01237028837204 281.14864139258862 35.482916362583637 311.60597521811724 258.08674641698599 21.259998679161072 68.720287099480629 13.313777342438696 54.42351245880127 2067.0350737348199 22.324428901076317 242.72127909958363 leaf_count=1380823 69 521 581 196 4237 81 75 110 50 311 845 120 143 62 68 90 76 1519 4159 1432 271 1587 1347 96 292 62 230 11065 117 1023 internal_value=3.78627e-05 -0.000511531 -0.00436716 -0.000399092 -0.000581084 -0.00757661 0.00347145 -0.012989 -0.0208562 0.00215465 0.00067944 -0.00208223 0.00639786 0.00224534 0.00599647 -0.000472392 -0.00932896 -0.000409681 0.000862642 -0.0024736 -0.000903895 -0.00317601 -0.00241232 -0.00564939 0.00125809 -0.0184999 0.00516368 -0.000110141 -0.00920654 6.84351e-05 internal_weight=322448 6215.85 176.131 6039.72 5637.94 86.2584 28.3626 57.8958 32.256 401.786 331.881 223.799 108.082 76.3289 61.3073 5551.68 39.034 5512.64 1542.24 548.23 3970.4 1027.94 979.142 424.815 144.404 48.7967 123.144 2942.46 280.411 554.327 internal_count=1411658 30835 1102 29733 27988 385 144 241 131 1745 1434 965 469 326 264 27603 166 27437 7110 2951 20327 5025 4692 2082 618 333 522 15302 1464 2610 is_linear=0 shrinkage=0.03 Tree=1071 num_leaves=31 num_cat=0 split_feature=1 3 2 1 1 2 0 2 2 2 0 3 2 0 3 3 1 2 2 0 3 2 0 2 2 3 1 2 0 1 split_gain=2.00161 2.82349 4.3835 3.0264 5.55741 2.93642 4.48112 5.39388 5.36799 4.72465 7.83652 4.35277 5.4822 6.67662 4.72524 4.57852 3.56033 3.30499 3.22371 6.16961 3.62632 9.90338 8.07778 7.5085 12.7685 8.25359 10.9633 13.3963 8.11992 6.9577 threshold=10.500000000000002 7.7119998931884775 94494.871093750015 33.500000000000007 25.500000000000004 47554.107421875007 14.500000000000002 4076.2145996093755 3093.6569824218755 13264.737792968752 13.500000000000002 5.9049999713897714 58108.183593750007 79.500000000000014 4.7190001010894784 2.7749999761581425 26.500000000000004 15423.644531250002 43957.078125000007 34.500000000000007 2.3904999494552617 4905.5217285156259 26.500000000000004 5699.5627441406259 6704.7329101562509 1.6674999594688418 22.500000000000004 13578.460937500002 49.500000000000007 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 -3 6 7 8 -2 10 -9 12 14 -14 15 16 -7 -11 20 -20 23 22 29 -8 28 -26 -27 -28 -25 -22 right_child=1 2 -4 -5 -6 11 18 9 -10 17 -12 -13 13 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 26 27 -29 -30 -31 leaf_value=4.720175471770997e-05 -0.011428259525283851 -0.0089565923925807485 0.00044609314392874441 -0.0025505242467765148 -0.034321900597394241 0.010053325048484935 -0.00010685502579164515 -0.031931932004571041 0.014869927910430358 0.0089155041646049715 -0.0015159393576487663 0.0089032352448248919 -9.3013086577527874e-05 -0.015955139557290131 0.015968499880314818 -0.012665076767372347 -0.0064898132897838719 -0.012728137992192478 -0.019979916075162783 0.0039663795160419001 -0.0047575040970663073 0.0026219629023330414 0.001142615757404324 -0.025753412462786226 6.6404912151269444e-05 -0.008963682423329674 -0.020833517493799431 0.005013614463059343 0.0017753157945255094 -0.023062494592644339 leaf_weight=316231.60064417426 12.41971018910408 40.215499311685562 88.774470097618178 37.177754942327738 9.6366306915879232 45.63653002679348 2942.1441609598696 19.848647519946098 15.9655392318964 11.537081286311151 12.377789840102194 69.753365077078342 196.72233065962791 27.182283841073513 31.596303090453148 15.029832020401953 15.7488507181406 14.122069671750067 21.215299740433693 17.814301609992981 246.02208209037781 993.87968145310879 281.26678166538477 34.928108870983124 553.98996421694756 279.38886543363333 21.149168223142624 123.02985665202141 13.320970147848127 20.224577695131302 leaf_count=1380823 69 213 581 244 64 196 15302 81 75 50 50 311 845 120 143 62 68 60 90 76 1388 4159 1432 271 2610 1464 96 522 62 131 internal_value=3.67256e-05 -0.000496568 -0.00424428 -0.00902867 -0.0138598 -0.000387418 -0.000564081 -0.00734881 0.00336339 -0.0126017 -0.0202495 0.00209082 0.000659168 -0.00201869 0.00621029 0.00217545 0.00580907 -0.00299654 -0.000458587 -0.0090501 -0.000397722 0.000837175 -0.00240268 -0.000877431 -0.00308754 -0.00234396 -0.0054965 0.00122218 -0.0181531 -0.00614798 internal_weight=322444 6212.12 175.804 87.0299 49.8521 6036.31 5634.64 86.2708 28.3852 57.8856 32.2264 401.669 331.916 223.905 108.012 76.4152 61.3854 25.6592 5548.37 39.0296 5509.34 1541.39 547.513 3967.95 1025.81 977.558 423.568 144.179 48.2491 266.247 internal_count=1411658 30835 1102 521 277 29733 27988 385 144 241 131 1745 1434 965 469 326 264 110 27603 166 27437 7110 2951 20327 5025 4692 2082 618 333 1519 is_linear=0 shrinkage=0.03 Tree=1072 num_leaves=31 num_cat=0 split_feature=1 3 2 1 1 2 3 3 2 0 3 3 2 1 2 2 0 2 0 2 0 1 2 2 2 2 3 2 2 0 split_gain=1.88479 2.66404 4.15001 2.88509 5.40664 2.76451 4.26372 4.10747 5.16108 6.255 4.48509 4.30451 3.72485 7.87926 7.38345 5.03181 6.37097 5.05931 3.36478 3.36712 5.31145 3.34587 3.20268 6.18717 2.99844 3.31209 2.84116 12.2554 7.14691 15.4686 threshold=10.500000000000002 7.7119998931884775 94494.871093750015 33.500000000000007 25.500000000000004 47554.107421875007 5.9049999713897714 5.9049999713897714 58108.183593750007 79.500000000000014 4.7190001010894784 2.7749999761581425 4076.2145996093755 35.500000000000007 2871.6833496093755 14106.575683593752 13.500000000000002 15423.644531250002 82.500000000000014 43957.078125000007 34.500000000000007 26.500000000000004 971.01849365234386 10603.448730468752 64691.324218750007 72035.476562500015 2.3904999494552617 4246.3449707031259 3673.091186523438 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 -3 6 18 8 10 -10 11 21 14 15 -8 16 -14 -17 19 26 -21 -7 -20 -24 -9 -26 -2 28 -28 -30 right_child=1 2 -4 -5 -6 7 12 24 9 -11 -12 -13 13 -15 -16 17 -18 -19 22 20 -22 -23 23 -25 25 -27 27 -29 29 -31 leaf_value=4.5785747760584737e-05 -0.00085158662125256457 -0.0087213464952843895 0.00043272562931877435 -0.0024762028107908982 -0.03394270867113456 0.0097401917922026581 -0.011069376922521933 -0.0049109218270248821 -9.0223337285910688e-05 -0.015418398328500787 0.015567348343422454 -0.012279473320491093 -0.030865934197520605 0.012784936102332342 0.016194178127314555 0.011458811965909699 -0.0089714771795675486 -0.012274896042861685 0.018355692835695273 -0.01938383236780614 0.0031563557160450388 -0.0062868920687917619 -0.0085182742326950101 0.012566092625889423 0.019577257166102962 0.0050835372869633593 -0.00082438957094421229 0.0026671064271004139 0.012707995990976417 -0.013399559381221395 leaf_weight=316231.24667950836 3966.1583815440536 40.063586220145226 88.771371191833168 37.145310845226049 9.4547185897827131 45.689742192625999 18.096071809530258 12.111944183707235 196.720946803689 27.283118076622486 31.440573811531067 15.036640316247938 21.280591323971748 13.006109103560446 17.668978333473206 12.716091901063917 27.313835859298706 22.189043253660202 15.295243903994558 21.211718693375587 16.909524217247963 15.769145533442495 23.586368456482887 26.712016314268112 25.503362402319908 31.988468304276466 332.78924277424812 954.86740569770336 24.724259674549103 117.45980583131313 leaf_count=1380823 20327 213 581 244 64 196 98 57 845 120 143 62 87 58 84 55 118 94 71 90 72 68 116 110 115 139 1802 3987 116 703 internal_value=3.56224e-05 -0.000482009 -0.00412627 -0.00879615 -0.013537 -0.000376046 -0.000547513 0.00202892 0.000639517 -0.00195716 0.0060285 0.00210791 -0.00587011 -0.00893487 0.00239961 -0.012318 -0.0185596 -0.0036286 -0.000419502 -0.000501028 -0.00938563 0.00562796 0.00633454 0.00267902 0.00865499 0.0115129 -0.000438261 0.000708241 -0.00322979 -0.00885974 internal_weight=322440 6208.96 175.435 86.6636 49.5183 6033.53 5631.98 401.544 331.94 224.004 107.936 76.4955 132.271 96.5057 35.7651 83.4996 48.5944 34.9051 5499.71 5434.12 38.1212 61.4589 65.5936 50.2984 69.6038 57.4918 5396 1429.84 474.973 142.184 internal_count=1411658 30835 1102 521 277 29733 27988 1745 1434 965 469 326 594 412 182 354 205 149 27394 27097 162 264 297 226 311 254 26935 6608 2621 819 is_linear=0 shrinkage=0.03 Tree=1073 num_leaves=31 num_cat=0 split_feature=1 3 2 1 1 2 2 2 3 2 3 0 0 1 1 2 1 2 2 0 2 0 2 0 2 2 1 3 1 0 split_gain=1.77428 2.51363 3.92859 2.74994 5.25974 2.67829 4.02908 2.6027 4.01298 3.90041 4.15194 6.42241 5.48521 4.12818 9.90843 3.50627 7.41564 6.929 4.74964 6.01168 4.76017 3.16466 3.16892 4.99941 2.9862 5.82407 2.85651 3.66764 3.24734 11.3034 threshold=10.500000000000002 7.7119998931884775 94494.871093750015 33.500000000000007 25.500000000000004 35189.248046875007 18984.831054687504 47554.107421875007 5.9049999713897714 99995.847656250015 5.0659999847412118 76.500000000000014 19.500000000000004 17.500000000000004 28.500000000000004 4076.2145996093755 35.500000000000007 2871.6833496093755 14106.575683593752 13.500000000000002 15423.644531250002 82.500000000000014 43957.078125000007 34.500000000000007 971.01849365234386 10603.448730468752 22.500000000000004 2.7749999761581425 15.500000000000002 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 3 4 5 6 -3 8 21 10 11 12 -9 -11 -15 17 18 -10 19 -17 -20 22 -2 -24 -23 -26 28 -28 29 -14 right_child=1 2 -4 -5 -6 -7 -8 9 15 13 -12 -13 26 14 -16 16 -18 -19 20 -21 -22 24 23 -25 25 -27 27 -29 -30 -31 leaf_value=4.4412221956625809e-05 -0.00042528692555681547 -0.013606556944723442 0.00041975842116397474 -0.0024039871116853513 -0.033570489735873496 -0.021749130015740435 0.0086860926871443877 -0.011085969727956991 -0.01079547309200873 0.00097205352182311874 0.0094995201580648034 -0.015562907959601142 -0.0096882155579700816 -0.026838055421851366 0.0072917359399966245 -0.029998440344822724 0.012363571381872393 0.015608857578013075 0.011131308763245652 -0.0087131216904616903 -0.011897377623697764 0.01771072895326312 -0.018808519997131307 0.0030622117912122689 -0.0082898117356918714 0.012180855353465504 0.0036007910888856244 -0.015384600754177226 0.011707725637160642 0.014220213769887319 leaf_weight=316230.90330239327 5394.2193960212171 16.821240693330768 88.76835969556123 37.113805033266544 9.275483235716818 10.207319520413874 12.886567533016203 22.00600378215313 18.000028476119041 67.200693272054195 80.372705355286598 18.140470929443836 34.982327520847321 17.878001220524315 13.388961434364317 21.239709213376045 13.045281231403349 17.77987764775753 12.697796344757078 27.280527055263519 22.206068024039268 15.375426203012465 21.204821944236755 16.906550347805023 23.510472327470779 26.729837328195572 32.291366040706635 12.783009871840475 66.121918261051178 36.227607592940331 leaf_count=1380823 26935 94 581 244 64 52 67 90 98 288 366 77 152 83 67 87 58 84 55 118 94 71 90 72 116 110 138 52 276 156 internal_value=3.45531e-05 -0.000467769 -0.00401141 -0.00856908 -0.0132206 -0.00849166 -0.00393652 -0.000364912 -0.000531307 0.00196905 0.0036551 0.00154445 0.00306264 -0.0032179 -0.0122232 -0.00569543 -0.00867033 0.00232546 -0.0119595 -0.0180308 -0.00351969 -0.000407088 -0.000486191 -0.00910647 0.00614189 0.0026014 0.00476956 -0.00178343 0.00692036 0.00247505 internal_weight=322438 6206.66 175.073 86.3044 49.1906 39.9151 29.7078 6031.59 5630.2 401.393 302.925 222.553 204.412 98.4677 31.267 132.249 96.4694 35.7799 83.4241 48.5202 34.9039 5497.95 5432.33 38.1114 65.6157 50.2403 182.406 45.0744 137.332 71.2099 internal_count=1411658 30835 1102 521 277 213 161 29733 27988 1745 1307 941 864 438 150 594 412 182 354 205 149 27394 27097 162 297 226 774 190 584 308 is_linear=0 shrinkage=0.03 Tree=1074 num_leaves=31 num_cat=0 split_feature=1 3 2 1 1 2 2 2 0 0 2 1 3 2 2 1 2 2 0 2 3 2 0 2 0 2 2 2 3 0 split_gain=1.66992 2.37186 3.71855 2.62025 5.11693 2.54663 3.80863 2.45012 3.84707 4.96298 4.99952 4.51127 3.77771 3.34587 3.30101 6.98026 6.50404 4.48458 5.67761 4.47899 3.07987 8.51208 7.63504 7.35848 12.1639 14.9595 14.9734 6.79907 8.82198 6.7929 threshold=10.500000000000002 7.7119998931884775 94494.871093750015 33.500000000000007 25.500000000000004 35189.248046875007 18984.831054687504 47554.107421875007 85.500000000000014 76.500000000000014 99995.847656250015 29.500000000000004 5.9049999713897714 89440.765625000015 4076.2145996093755 35.500000000000007 2871.6833496093755 14106.575683593752 13.500000000000002 15423.644531250002 2.3904999494552617 4905.5217285156259 26.500000000000004 5699.5627441406259 48.500000000000007 7700.5261230468759 22009.412109375004 42366.021484375007 4.1315000057220468 41.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 3 4 5 6 -3 12 9 10 -9 13 20 -11 16 17 -14 18 -16 -19 23 22 -22 29 25 -25 -27 -23 -29 -2 right_child=1 2 -4 -5 -6 -7 -8 8 -10 11 -12 -13 14 -15 15 -17 -18 19 -20 -21 21 27 -24 24 -26 26 -28 28 -30 -31 leaf_value=4.307989768366045e-05 0.0021491142684360387 -0.013289526538055504 0.00040717915325814866 -0.0023338211661030825 -0.033204717517358151 -0.021247755157406869 0.0083942638157641063 0.0044443209624151978 0.015890672128513351 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135.06573906540871 15.525156512856485 15.508002296090124 2065.5661112964153 leaf_count=1380823 4237 94 581 244 64 52 67 1151 82 70 296 69 98 77 87 58 84 55 118 94 1519 3947 1393 482 1551 2411 659 65 65 11065 internal_value=3.3516e-05 -0.000453854 -0.00389963 -0.00834702 -0.0129093 -0.00826679 -0.00382797 -0.000354023 0.00191127 0.00129383 0.0026112 -0.00753206 -0.000515432 -0.013153 -0.00552659 -0.00841469 0.00225384 -0.0116128 -0.01752 -0.00341425 -0.000394915 0.000756538 -0.00227176 -0.000832805 -0.0029995 -0.00539677 -0.00397656 0.00242674 -0.0113904 -6.53734e-05 internal_weight=322436 6205.55 174.725 85.9594 48.8762 39.7772 29.6414 6030.83 401.134 384.166 334.272 49.8941 5629.69 35.9401 132.213 96.4213 35.7916 83.3389 48.4382 34.9006 5497.48 1514.64 538.419 3982.84 1041.72 673.447 611.73 976.224 31.0332 2941.11 internal_count=1411658 30835 1102 521 277 213 161 29733 1745 1663 1447 216 27988 147 594 412 182 354 205 149 27394 6989 2912 20405 5103 3552 3070 4077 130 15302 is_linear=0 shrinkage=0.03 Tree=1075 num_leaves=31 num_cat=0 split_feature=0 0 1 1 2 2 1 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 split_gain=2.56026 5.52074 10.8065 6.18509 6.24734 20.7155 18.9362 18.0848 22.316 10.0509 10.3644 6.06954 19.9588 16.6798 12.9987 8.73476 6.20215 5.93616 11.3537 5.91599 6.99624 5.62709 5.34858 7.56683 5.21184 9.78019 4.59324 4.58543 10.597 6.53524 threshold=59.500000000000007 58.500000000000007 54.500000000000007 36.500000000000007 3325.9851074218755 3527.054809570313 1.5000000000000002 2602.8994140625005 2510.8642578125005 -1.4999999999999998 7.5000000000000009 472.45382690429693 937.66867065429699 1061.0313110351565 12.500000000000002 667.89181518554699 257.27976989746099 9644.7543945312518 10857.155761718752 282.07974243164068 370.03324890136724 2554.751831054688 1338.8272094726565 1248.5628051757815 1707.8798828125002 1526.1497802734377 1.0000000180025095e-35 2385.3286132812505 1.0000000180025095e-35 2292.840698242188 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 6 -6 8 11 -9 -11 14 15 -14 16 -13 -3 -7 -19 -18 -21 -10 23 -15 25 -24 -17 28 29 -26 right_child=-2 3 -4 -5 5 17 -8 9 21 10 -12 12 13 22 -16 26 19 18 -20 20 -22 -23 24 -25 27 -27 -28 -29 -30 -31 leaf_value=-1.8549296061235581e-05 0.00021004741210768954 -0.0005117457154717106 0.027447239593418334 -0.017966215994003849 0.0028871912171299962 -0.0042304344370146718 0.023997944087959123 0.0042280297001627233 0.035061768351329958 -0.011022857972544165 0.0067870280295905588 -0.0045852405474454041 0.026527173578153169 -0.0025654507923301584 -0.030126198447979254 -0.027391819008004487 0.013474137616775985 0.01910989262274931 -0.0003106469803451985 -0.0034058378394782505 0.019408490992206914 0.011607964234785809 -0.0026949160607590218 -0.028409181462084186 0.023240925937501527 0.027589302490389257 -0.01303264427630263 0.0035227067027806054 -0.015858444001746304 -0.0056183356710498679 leaf_weight=273121.54909759079 46544.451838362031 677.65237488597631 12.893299117684363 20.107944622635841 110.24851095676422 357.13426473736763 58.549196153879166 55.32586807012558 17.022399112582207 339.09506982564926 32.20055279135704 57.414677575230598 20.612850770354271 32.804106265306473 12.523797750473021 38.465659812092781 60.705476149916649 29.065223172307014 399.30196951329708 62.908906266093254 14.977579236030577 20.051555708050728 22.186970725655556 14.795090124011038 12.807105123996735 16.914021179080009 41.877043843269348 71.525117084383965 46.860049650073051 15.743251964449883 leaf_count=1201758 198084 2921 53 84 460 1549 254 230 70 1408 149 243 86 141 121 155 259 119 1686 263 63 82 92 68 55 70 187 294 190 66 internal_value=4.23776e-06 -3.04959e-05 -1.72528e-05 -0.0013909 -0.00126459 0.000674764 0.0102097 -0.00236329 -0.000552974 -0.00770081 -0.0094783 -0.00124933 -0.00432509 0.000657678 0.000205496 -0.0135214 0.000670881 -0.00137421 0.00100706 0.00645339 0.00098136 0.0223767 -0.0016247 -0.0105984 0.000671302 0.0104052 -0.0199074 -0.00191899 -0.00708031 0.00732734 internal_weight=322338 275793 273134 2658.88 2638.77 954.299 168.798 1684.47 1257.85 426.621 371.296 1220.77 392.006 254.249 828.768 137.757 816.244 785.501 428.367 138.592 77.8865 37.074 233.636 47.5992 186.037 39.101 80.3427 146.936 75.4104 28.5504 internal_count=1411260 1213176 1201811 11365 11281 4068 714 7213 5426 1787 1557 5274 1647 1062 3627 585 3506 3354 1805 585 326 152 976 209 767 162 342 605 311 121 is_linear=0 shrinkage=0.03 Tree=1076 num_leaves=31 num_cat=0 split_feature=0 0 1 1 2 2 1 2 2 1 1 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 split_gain=2.40896 5.19918 10.1768 5.82219 5.88475 19.5421 18.0045 17.0406 21.0401 9.47136 9.7739 5.71836 18.8077 15.7234 12.5047 8.24771 5.84267 5.59161 6.57914 5.58915 10.7048 5.33152 5.04802 7.20451 4.90372 9.19847 4.43127 13.7031 4.3494 9.16645 threshold=59.500000000000007 58.500000000000007 54.500000000000007 36.500000000000007 3325.9851074218755 3527.054809570313 1.5000000000000002 2602.8994140625005 2510.8642578125005 -1.4999999999999998 7.5000000000000009 472.45382690429693 937.66867065429699 1061.0313110351565 12.500000000000002 667.89181518554699 257.27976989746099 282.07974243164068 370.03324890136724 9644.7543945312518 10857.155761718752 2554.751831054688 1338.8272094726565 1248.5628051757815 1707.8798828125002 1526.1497802734377 3152.5231933593755 3038.2934570312505 249.24568176269534 161.39817047119143 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 6 -6 8 11 26 -11 14 15 -14 16 -13 -3 -18 -19 -7 -21 -10 23 -15 25 -24 27 -9 29 -2 right_child=28 3 -4 -5 5 19 -8 9 21 10 -12 12 13 22 -16 -17 17 18 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.7992795083549176e-05 0.0015983072735067756 -0.00049642342002626471 0.026646916018812708 -0.017436014342893429 0.0028020683078788318 -0.0041060896604958302 0.023432751034379605 0.014245890530968669 0.034125930853908699 -0.010710162370688276 0.006568279568980465 -0.0044505569622971539 0.025779374725796337 -0.0024894857844632596 -0.029886261160860746 -0.019348212264728749 0.01310618667981958 -0.0033035886404961289 0.01881486270134174 0.018573097500574644 -0.0003013106283252525 0.011270656966750286 -0.002614349418488432 -0.027776558925550258 -0.0018625987849770413 0.026753657045879835 0.016204291277743914 -0.022533002441624508 0.00028353702279793248 -0.0018788758147611673 leaf_weight=273121.66969256796 968.95022128522396 677.61225137114525 12.882283911108969 20.097960367798805 110.19066081941128 356.91433069109917 58.168364018201828 20.823443695902824 16.965383425354958 338.53409531712532 32.273628145456314 57.378172606229782 20.575025290250778 32.791151344776154 12.249765813350676 80.186084926128387 60.540011689066887 62.910309687256813 14.986490085721014 29.008957102894783 399.32421506941319 20.032400757074356 22.184617578983307 14.679851174354551 146.83230881392956 16.918966293334961 18.248116433620453 16.21808747947216 43268.940016457345 2306.5821772143245 leaf_count=1201758 4339 2921 53 84 460 1549 254 85 70 1408 149 243 86 141 121 342 259 263 63 119 1686 82 92 68 605 70 79 66 183616 10129 internal_value=4.11046e-06 -2.95814e-05 -1.67352e-05 -0.00135033 -0.00122771 0.000655144 0.00993001 -0.0022946 -0.000536901 -0.0074792 -0.00920632 -0.00121289 -0.00420038 0.000638544 0.000199331 -0.0131344 0.000650947 0.00626703 0.000951759 -0.00133341 0.000976963 0.021751 -0.00157764 -0.0103092 0.000651602 0.0100923 0.00410392 -0.0018572 0.000203746 -0.000850274 internal_weight=322336 275791 273135 2656.64 2636.55 953.607 168.359 1682.94 1256.84 426.097 370.808 1219.85 391.546 253.982 828.299 137.564 816.049 138.437 77.8968 785.248 428.333 36.9978 233.407 47.471 185.936 39.1036 55.2896 37.0415 46544.5 3275.53 internal_count=1411260 1213176 1201811 11365 11281 4068 714 7213 5426 1787 1557 5274 1647 1062 3627 585 3506 585 326 3354 1805 152 976 209 767 162 230 151 198084 14468 is_linear=0 shrinkage=0.03 Tree=1077 num_leaves=31 num_cat=0 split_feature=0 0 1 1 2 2 2 2 1 2 1 1 2 1 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 2 split_gain=2.26662 4.8965 9.58677 5.48136 5.55381 18.3094 19.8416 14.217 11.5741 10.0095 8.6503 8.80263 5.42326 5.7249 6.15108 9.39277 5.34589 5.26237 10.0942 5.22239 10.6512 5.07701 5.05701 4.6801 10.8376 4.29006 15.9178 14.8795 8.64548 7.97875 threshold=59.500000000000007 58.500000000000007 54.500000000000007 36.500000000000007 3267.230346679688 2602.8994140625005 2510.8642578125005 3527.054809570313 1.5000000000000002 3325.9851074218755 7.5000000000000009 -1.4999999999999998 199.21649169921878 1.5000000000000002 112.33882141113283 186.24382019042972 -1.4999999999999998 9644.7543945312518 10857.155761718752 3038.2934570312505 3152.5231933593755 1.0000000180025095e-35 2554.751831054688 12.500000000000002 640.43759155273449 431.66661071777349 937.66867065429699 1061.0313110351565 257.27976989746099 667.89181518554699 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 12 8 -6 -10 11 19 13 14 -3 -16 -17 -9 -19 -7 -21 -18 -8 25 -25 28 29 -28 -14 -27 right_child=-2 3 -4 -5 7 10 22 17 9 -11 -12 -13 23 -15 15 16 21 18 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-1.7453008682075994e-05 0.00019763652262700778 -0.0037199785080023967 0.0258780127758119 -0.016923540861236156 0.0023326673606489162 0.013840444223944055 0.033230713538753384 -0.0039853545495759698 -0.0036500412981359423 0.02288314786997404 0.0074633308098089012 -0.011274395417623638 -0.0023389856589260383 -0.004709220008649477 0.025245008924562076 -0.0068780417032308656 0.014604115177545793 0.01805343703357681 -0.00029225531396081655 -0.021812671932219314 0.015400169209694975 0.00013002283789725612 0.010943521878499 -0.034717194976863486 0.013671268938014368 -0.0043466361770232945 0.024981686464133266 -0.0019348120640315274 0.0064548099449901778 -0.01867276861322895 leaf_weight=273121.78674629657 46543.635255359579 49.686517298221588 12.867318809032438 20.085548967123032 138.88725580275059 20.790946528315544 16.900722146034241 356.69844514131546 16.435712367296219 57.784345716238022 29.868444293737411 301.36692583560944 418.25979265570641 69.410461068153381 24.972340807318687 26.484000220894814 51.45766569674015 28.949553549289703 399.3457770049572 16.250543087720875 12.059350699186323 37.856127291917801 20.01259583234787 11.594022437930109 6.5018472224473944 62.627809137105942 20.113021299242973 228.19446206092834 132.49169427156448 79.277927592396736 leaf_count=1201758 198084 209 53 84 578 85 70 1549 66 254 139 1261 1790 343 104 109 206 119 1686 66 52 165 82 117 34 265 84 950 560 338 internal_value=3.98685e-06 -2.86945e-05 -1.62331e-05 -0.00131098 -0.00119194 -0.0022678 -0.000521339 0.000571718 0.00744355 0.0170075 -0.00803449 -0.00935528 -0.00117755 0.00266668 0.00535477 0.00855781 0.00495914 -0.00129382 0.000947776 0.00242367 -0.00596087 0.00846919 0.0211477 -0.00221919 -0.0173312 -0.00192856 -0.0043351 0.000245437 -0.000223504 -0.0123502 internal_weight=322333 275789 273135 2654.36 2634.28 1636.18 1255.84 998.101 213.107 74.2201 380.336 350.468 1218.93 259.867 190.457 140.77 115.798 784.994 428.295 49.1008 28.3099 89.3138 36.9133 959.061 18.0959 940.965 390.213 248.307 550.751 141.906 internal_count=1411260 1213176 1201811 11365 11281 7029 5426 4252 898 320 1603 1464 5274 1136 793 584 480 3354 1805 203 118 371 152 4138 151 3987 1637 1034 2350 603 is_linear=0 shrinkage=0.03 Tree=1078 num_leaves=31 num_cat=0 split_feature=0 0 1 1 2 2 2 2 1 2 1 1 2 1 2 2 1 2 2 2 2 2 1 1 2 2 1 2 2 2 split_gain=2.13267 4.61168 9.03359 5.16113 5.2323 17.2602 18.7152 13.4044 10.9845 9.51563 8.1562 8.30496 5.10712 5.38956 5.78822 8.8484 5.03047 4.95463 9.51946 4.92071 10.0195 4.80139 4.78072 4.48839 10.4957 4.11263 4.099 4.09286 8.62669 9.41412 threshold=59.500000000000007 58.500000000000007 54.500000000000007 36.500000000000007 3267.230346679688 2602.8994140625005 2510.8642578125005 3527.054809570313 1.5000000000000002 3325.9851074218755 7.5000000000000009 -1.4999999999999998 199.21649169921878 1.5000000000000002 112.33882141113283 186.24382019042972 -1.4999999999999998 9644.7543945312518 10857.155761718752 3038.2934570312505 3152.5231933593755 2554.751831054688 1.0000000180025095e-35 12.500000000000002 640.43759155273449 2928.0368652343755 3.5000000000000004 249.24568176269534 161.39817047119143 181.1947937011719 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 12 8 -6 -10 11 19 13 14 -3 -16 -17 -9 -19 -7 -21 -8 -18 -14 -25 -12 -15 28 -2 -30 right_child=27 3 -4 -5 7 10 21 17 9 -11 25 -13 23 26 15 16 22 18 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-1.6929399010970295e-05 0.0015442494314343463 -0.0036093047438663598 0.025138439282275465 -0.016427958584197055 0.0022635827391654798 0.013447207282423372 0.032372855889176322 -0.0038681265230458262 -0.0035401519680379957 0.022348321194935558 -0.0066805141735655858 -0.010959389304314329 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leaf_count=1201758 4339 209 53 84 578 85 70 1549 66 254 57 1261 3987 240 104 109 206 119 1686 66 52 82 165 117 34 82 103 183616 617 9512 internal_value=3.86693e-06 -2.78343e-05 -1.5746e-05 -0.00127282 -0.00115725 -0.00220214 -0.000506251 0.00055509 0.00723576 0.016585 -0.00780612 -0.00909259 -0.00114328 0.00258832 0.00519499 0.00830214 0.00481037 -0.00125541 0.00091947 0.00235413 -0.00578564 0.0205655 0.00821728 -0.00215458 -0.0170615 0.00722033 -0.00457694 0.000191707 -0.00083086 -0.00182903 internal_weight=322330 275787 273135 2652.02 2631.94 1634.53 1254.8 997.409 212.669 73.8356 379.73 349.784 1217.98 259.704 190.428 140.754 115.799 784.741 428.254 49.0462 28.2888 36.8214 89.2909 958.279 17.84 29.9463 69.276 46543.7 3274.91 2305.85 internal_count=1411260 1213176 1201811 11365 11281 7029 5426 4252 898 320 1603 1464 5274 1136 793 584 480 3354 1805 203 118 152 371 4138 151 139 343 198084 14468 10129 is_linear=0 shrinkage=0.03 Tree=1079 num_leaves=31 num_cat=0 split_feature=0 0 1 1 2 2 1 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 1 2 split_gain=2.00665 4.34266 8.51455 4.8603 4.93339 16.4539 15.4524 14.2955 17.6553 8.07728 8.20627 5.04021 16.1264 13.9868 8.03125 7.76536 5.87661 4.76746 6.88081 4.66483 8.97827 4.61327 8.63295 4.56278 4.34222 4.30942 10.0011 6.17758 4.14674 4.0515 threshold=59.500000000000007 58.500000000000007 54.500000000000007 36.500000000000007 3325.9851074218755 3527.054809570313 1.5000000000000002 2602.8994140625005 2510.8642578125005 -1.4999999999999998 7.5000000000000009 431.66661071777349 937.66867065429699 1061.0313110351565 667.89181518554699 10.500000000000002 257.27976989746099 1338.8272094726565 1248.5628051757815 9644.7543945312518 10857.155761718752 1707.8798828125002 1526.1497802734377 2554.751831054688 282.07974243164068 2385.3286132812505 1.0000000180025095e-35 2292.840698242188 1.0000000180025095e-35 58108.183593750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 29 4 7 6 -6 8 11 -9 -11 15 14 -14 -13 16 -3 18 -15 -7 -21 22 -19 -10 -18 26 27 -23 -16 -1 right_child=-2 3 -4 -5 5 19 -8 9 23 10 -12 12 13 17 28 -17 24 21 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.9633473438108361e-05 0.00018595838565055921 -0.00050303640058087175 0.024426303606929461 -0.015948492291431429 0.0025837886470158984 -0.0037543038052739622 0.021827529861090236 0.0038541235707330221 0.031549445355557981 -0.0098498088618813907 0.0059408489670123689 -0.0039568456911872668 0.024414970997517587 -0.002312455093425681 -0.02536840038481776 -0.021272765941688344 0.012373607649869264 -0.0024295953475068801 -0.027097134381790306 0.017062312022462726 -0.00027495417547417859 0.022809250344719086 0.026019128019429499 0.010318326996000833 0.0014299019486782982 0.003561205979694314 -0.015248915997465171 -0.0052691813831121821 -0.011671343907786503 -0.00038670660522187864 leaf_weight=248887.59799166984 46542.857614486944 674.58688496053219 12.827000200748442 20.054366290569305 110.04058210551739 356.27892942726612 57.010478541254997 55.086805179715157 16.751550078392029 336.71537548303604 32.477153778076172 63.075552776455879 20.489374950528145 32.764855533838272 38.47223262488842 14.839239619672297 60.076049491763115 22.181631356477737 14.561715722084044 28.822819635272026 399.38693493232131 12.754106119275093 16.925308763980865 19.971395209431648 71.425953224301338 71.556158289313316 46.827356591820717 15.773721992969513 41.191552937030792 24234.411839821376 leaf_count=1082727 198084 2903 53 84 460 1549 254 230 70 1408 149 268 86 141 155 144 258 92 68 119 1686 55 70 82 297 294 190 66 187 119031 internal_value=3.75051e-06 -2.69998e-05 -1.52736e-05 -0.00123557 -0.00112338 0.000602299 0.00915121 -0.00210167 -0.000491399 -0.00686182 -0.00846074 -0.00110957 -0.00388673 0.000649816 -0.0119541 0.000232025 0.000627906 -0.00143694 -0.00993835 -0.00121813 0.000892018 0.000725983 0.00988288 0.0200031 0.00642948 -0.00171153 -0.00671844 0.00728401 -0.0182861 -1.64215e-05 internal_weight=322328 275785 273135 2650.1 2630.04 951.54 167.051 1678.5 1254.22 424.279 369.193 1217.5 396.574 253.834 142.739 820.928 806.089 233.345 47.3266 784.489 428.21 186.018 39.1069 36.7229 131.502 146.911 75.3552 28.5278 79.6638 273122 internal_count=1411260 1213176 1201811 11365 11281 4068 714 7213 5426 1787 1557 5274 1672 1062 610 3602 3458 976 209 3354 1805 767 162 152 555 605 311 121 342 1201758 is_linear=0 shrinkage=0.03 Tree=1080 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 3 0 0 0 0 0 0 0 1 3 3 1 3 2 0 0 2 0 0 0 1 1 1 0 0 split_gain=2.28298 4.72046 30.1851 10.8045 18.0334 15.5512 13.4245 21.7673 12.6753 11.0902 9.29158 15.8907 8.47459 7.4199 9.06329 6.86523 6.93221 6.0685 6.06114 5.74326 5.22775 5.941 5.15649 5.15018 13.4955 5.04108 8.57788 4.78092 5.89454 4.70413 threshold=2871.6833496093755 2983.330444335938 20.500000000000004 1.2994999885559084 1.1980000138282778 1.4100000262260439 36.500000000000007 34.500000000000007 57.500000000000007 24.500000000000004 23.500000000000004 21.500000000000004 13.500000000000002 1.5000000000000002 1.469500005245209 1.532000005245209 1.0000000180025095e-35 1.5979999899864199 2928.0368652343755 60.500000000000007 14.500000000000002 2928.0368652343755 37.500000000000007 26.500000000000004 27.500000000000004 1.5000000000000002 -1.4999999999999998 2.5000000000000004 56.500000000000007 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 4 -4 8 7 9 27 10 11 -7 -2 15 18 16 -8 19 -15 -17 -14 -22 -19 -11 -25 26 -10 -5 -29 -3 right_child=1 29 3 5 -6 6 13 -9 25 23 -12 -13 20 14 -16 17 -18 22 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-5.8170693021335218e-05 0.0053873437919428726 0.00021007191833820733 -0.0064509412285231231 -0.0040639631914705559 0.0059799719546189192 -0.02220041419231027 0.0054874910900939875 -0.01762934909295372 -0.0017231850289486791 0.01663122093560776 -0.027366859271187132 0.022833533733256056 0.025446112264130509 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491027 560 1378 2253 60 427 339 95 135 79 58 211 60 578 245 258 202 96 56 112 155 852 82 293 118 274 144 86 311657 internal_value=3.35577e-05 0.000103133 0.00146314 0.00040584 0.00354886 -0.00108534 0.0012656 -0.00466982 -0.00531614 0.0014092 -0.0109857 -0.000112212 0.0127899 0.00351603 -0.00173633 0.00545457 0.000325746 0.00796933 0.0115276 0.015743 0.01811 0.0124186 0.00578361 0.00616645 0.00254544 -0.0139214 -0.0173344 -0.00267862 0.00539492 8.60708e-05 internal_weight=321947 183081 2268.44 2074.77 667.612 1407.16 904.533 248.671 502.624 169.27 46.9482 28.2178 193.67 655.862 176.809 479.053 157.61 321.443 36.7322 70.545 112.686 63.4563 250.898 122.322 90.8771 117.914 90.5119 384.71 56.3443 180813 internal_count=1409620 812241 9557 8728 2813 5915 3820 1046 2095 707 197 118 829 2774 734 2040 685 1355 156 301 478 267 1054 510 375 487 369 1608 230 802684 is_linear=0 shrinkage=0.03 Tree=1081 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 3 0 0 0 0 0 0 0 1 0 3 1 3 0 0 2 0 0 0 1 1 1 0 2 1 split_gain=2.1481 4.44403 28.3995 10.1723 16.9788 14.6376 12.635 20.425 11.968 10.4422 8.75416 14.9624 7.96993 6.99168 8.5379 6.46879 6.52793 5.74883 5.43962 4.92466 5.58624 4.87141 4.85311 12.7005 4.76322 8.12036 4.5305 15.965 19.1036 13.0378 threshold=2871.6833496093755 2983.330444335938 20.500000000000004 1.2994999885559084 1.1980000138282778 1.4100000262260439 36.500000000000007 34.500000000000007 57.500000000000007 24.500000000000004 23.500000000000004 21.500000000000004 13.500000000000002 1.5000000000000002 59.500000000000007 1.532000005245209 1.0000000180025095e-35 1.5979999899864199 60.500000000000007 14.500000000000002 2928.0368652343755 37.500000000000007 26.500000000000004 27.500000000000004 1.5000000000000002 -1.4999999999999998 -3.4999999999999996 38.500000000000007 6409.8125000000009 -7.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 4 -4 8 7 9 -5 10 11 -7 -2 15 -15 16 -8 18 -17 -14 -21 -19 -11 -24 25 -10 27 28 -3 -30 right_child=1 26 3 5 -6 6 13 -9 24 22 -12 -13 19 14 -16 17 -18 21 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-5.6425650831642969e-05 0.0052266622454981418 0.0034859199515329992 -0.0062593665939962764 -0.0025977033611198725 0.0058049463202218795 -0.021558798639058682 0.0053297638167775054 -0.017062339446217517 -0.0016713214219984346 0.016148418952395768 -0.026576643007230942 0.02215534696659659 0.024686587926235851 0.0034246707567743072 -0.010190724078067745 0.019454161969873207 -0.0071258895365794743 0.014276923653124685 -0.0015189068059568796 0.0015707225336659553 0.019606411257915832 0.0035953887701479959 -0.018641150624571008 0.0084288258724160275 -0.0025700687573993282 -0.022183931382630889 4.2297541482347349e-05 -0.00093610198647374064 -0.0011191855900145383 0.001687519204456854 leaf_weight=138866.02862451226 80.969708830118179 2634.8156629534205 130.52455173432827 384.78809571266174 536.64911337196827 14.361510992050171 94.08368781208992 79.575442343950272 23.467382565140724 31.414222672581673 18.709015727043152 13.836012050509453 49.222135543823242 110.4654316008091 66.346574261784554 56.460564568638802 63.37963978946209 47.378979578614235 13.862421333789824 26.619916722178459 36.854116469621658 203.36162422597408 20.001996487379074 70.857243821024895 27.384628355503082 66.838932439684868 168158.25451333378 4000.9724284932017 2711.3129955778131 3305.5482836849988 leaf_count=597379 351 13915 560 1608 2253 60 427 339 95 135 79 58 211 452 282 245 258 202 56 112 155 852 82 293 118 274 738723 18257 15608 16181 internal_value=3.25516e-05 0.000100041 0.00141993 0.000393903 0.00344471 -0.00105317 0.00122836 -0.00452801 -0.00515826 0.00136763 -0.0106659 -0.000109062 0.0124065 0.00341338 -0.00168434 0.00529695 0.000316312 0.00773967 0.0153198 0.0175651 0.0120426 0.00561373 0.00598391 0.00246957 -0.0135299 -0.0168534 8.34896e-05 0.000630947 0.00135563 0.000422764 internal_weight=321944 183078 2267.41 2073.75 667.174 1406.57 904.094 248.755 502.479 169.18 46.9065 28.1975 193.666 655.339 176.812 478.527 157.463 321.064 70.323 112.696 63.474 250.741 122.273 90.8592 117.691 90.3063 180811 12652.6 8651.68 6016.86 internal_count=1409620 812241 9557 8728 2813 5915 3820 1046 2095 707 197 118 829 2774 734 2040 685 1355 301 478 267 1054 510 375 487 369 802684 63961 45704 31789 is_linear=0 shrinkage=0.03 Tree=1082 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 1 0 1 0 0 0 1 0 1 1 2 0 1 1 1 1 1 0 1 2 0 2 0 split_gain=2.02125 4.27632 20.9951 20.7033 13.3468 12.3643 11.6894 10.1591 15.5415 11.9288 8.96563 8.8117 8.97791 8.50475 8.45222 8.48014 10.2213 7.69094 11.644 12.5208 8.46914 13.2691 7.4396 8.80926 8.01163 7.43732 10.8983 7.18753 7.32495 7.45731 threshold=2871.6833496093755 3325.9851074218755 57.500000000000007 60.500000000000007 54.500000000000007 3093.6569824218755 48.500000000000007 1.5000000000000002 65.500000000000014 1.0000000180025095e-35 63.500000000000007 73.500000000000014 66.500000000000014 1.0000000180025095e-35 58.500000000000007 9.5000000000000018 1.0000000180025095e-35 3038.2934570312505 56.500000000000007 1.0000000180025095e-35 -4.4999999999999991 -1.4999999999999998 -2.4999999999999996 1.5000000000000002 59.500000000000007 1.0000000180025095e-35 2928.0368652343755 49.500000000000007 2983.330444335938 51.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 6 22 -2 8 25 -10 -9 12 -11 27 -7 16 -16 18 19 20 -6 -22 -4 24 -24 -5 -27 -8 -29 -30 right_child=1 -3 3 7 17 14 13 10 9 11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=-5.4732963736859329e-05 0.0012269991845206398 6.394449068467888e-05 0.0052197972600997187 0.0027790164166275298 -0.0098967105255067349 0.0026266712499358209 -0.0203841880645475 -0.011118205142840537 0.0033525099524589178 0.0042149633615376917 0.00060322215516893255 -0.0020175243212657637 -0.021938656053416616 -0.011259075071358185 0.00089936853464820364 0.012917284894502142 -0.009626069448673908 0.0074165138830358922 -0.0034146207572473743 0.0010871194810461926 0.028962329298324246 0.0084744595898082527 -0.01407670548353232 -0.0028873038845550498 -0.00037182644640520573 0.029608179406567726 0.0084438304748037426 -0.0085320470784802198 0.00039818883342420303 0.022250399003117014 leaf_weight=138865.85065447912 5642.8846817910671 174004.51517842239 33.734261065721512 189.02825504541397 14.407229766249655 229.03867137432098 12.732063233852385 99.439849570393562 217.51062121987343 15.419286102056502 143.45861645415425 112.88418389856815 50.505448579788208 118.9720351845026 130.48822531104088 23.197243705391884 228.33924452960491 480.91294200718403 208.07607696950436 242.25731183588505 39.633494898676872 100.83124366402626 269.3966559022665 131.97289672493935 44.769222795963287 24.974184736609459 177.7319875061512 28.919415771961212 31.981272786855698 25.07505989074707 leaf_count=597379 24000 773860 140 794 71 936 52 420 906 62 605 478 216 544 538 100 943 2050 849 975 203 439 1119 574 182 100 717 125 133 110 internal_value=3.15767e-05 9.70449e-05 0.000732164 -0.00187962 0.00152994 -0.00476033 0.000963847 0.00116869 0.00282204 -0.0013665 -0.0041954 -0.0071069 -0.0158215 -0.0058578 -0.00193007 -0.00466202 -0.00579848 0.00458453 0.00233416 0.00534624 0.0120085 0.0142553 -0.00836434 -0.00939149 -0.0121237 0.00705961 0.0110514 0.00065233 0.00376761 0.0100018 internal_weight=321939 183073 9068.57 2121.89 6946.68 1090.94 5860.56 1030.95 788.054 396.32 242.898 178.809 65.9247 217.68 611.063 382.025 358.827 1086.12 605.205 397.129 154.872 140.465 479.873 446.139 314.166 391.734 202.706 98.7078 85.9757 57.0563 internal_count=1409620 812241 38381 8830 29551 4532 24964 4298 3273 1662 1025 756 278 964 2517 1581 1481 4587 2537 1688 713 642 2015 1875 1301 1611 817 420 368 243 is_linear=0 shrinkage=0.03 Tree=1083 num_leaves=31 num_cat=0 split_feature=2 1 2 3 2 3 1 2 3 2 3 2 0 2 2 3 1 1 1 0 0 0 2 1 0 2 2 2 2 0 split_gain=1.9675 5.06978 14.4793 9.54307 22.1255 9.48654 8.93005 8.03367 8.68652 7.51258 6.4801 14.776 6.12474 14.9894 10.2514 6.25431 6.85135 5.99406 7.68303 8.76388 6.18551 5.82905 14.3743 6.69969 11.6451 5.70533 9.6883 15.9222 14.0354 11.003 threshold=3673.103149414063 4.5000000000000009 3827.336303710938 1.5979999899864199 6559.7421875000009 3.653500080108643 31.500000000000004 30553.010742187504 1.1510000228881838 55938.710937500007 9.5555000305175799 10857.155761718752 11.500000000000002 22743.409179687504 10120.596191406252 1.6674999594688418 21.500000000000004 14.500000000000002 8.5000000000000018 61.500000000000007 34.500000000000007 49.500000000000007 4505.7285156250009 14.500000000000002 53.500000000000007 24241.001953125004 33967.421875000007 99995.847656250015 61082.773437500007 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 5 4 21 6 17 8 -6 -9 12 -12 13 14 -5 16 -14 18 19 20 -3 -4 -23 24 -24 -13 -27 28 -28 -29 right_child=1 2 3 10 7 -7 -8 9 -10 -11 11 25 15 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 29 -30 -31 leaf_value=-3.7227701384215987e-05 0.00015559464013768388 0.0058107878935511224 -0.012738935901539036 -0.0055964885722977623 0.0018203518233613446 -0.017039275803755069 -0.0080282669883023385 0.0070507737026731703 -0.0037236232451433159 -0.0091812853693831239 -0.022869101718153661 -0.0084261524854659115 0.0024046730231957773 -0.0032150129391776655 0.015756229588251142 -0.00036776201330809138 0.016998319034973876 0.022196097467117971 -0.0040654804223051125 -0.0069958200019756269 0.025430037428739272 -0.021408529699188286 0.026207575221229528 -0.013655056577423989 -0.0037263798946789027 0.0075557675139850721 -0.0014530943728556884 0.023424357122946861 -0.029588959776751484 -0.0014334357131725792 leaf_weight=175234.59941232018 138137.10460068507 22.370933473110199 216.88635693490505 25.075120106339455 360.83736173808575 12.954418197274206 22.509352222084999 162.87725569307804 861.97259961813688 30.460798680782318 33.298284202814102 102.2707618586719 149.56183432042599 115.60169376432896 104.85037210583687 5730.0121006369591 35.903140261769295 39.89213965088129 30.876888617873192 15.020128041505812 40.913352139294147 28.063685864210129 21.525594308972359 14.057999938726423 25.615471586585045 99.651679705828428 29.990157213062048 17.618126392364502 34.10106011852622 177.35678576398641 leaf_count=765080 607038 90 1496 107 1613 55 93 686 4011 154 156 465 678 474 429 24061 155 175 141 61 174 147 108 70 111 458 158 72 150 954 internal_value=3.06301e-05 0.000111687 -0.000596693 -0.000779792 -0.00277017 0.00771562 0.0095846 -0.00118919 -0.00208766 0.00449338 -0.00026471 -0.00356966 4.40273e-07 0.00464329 0.0116352 -0.000192265 0.00522978 0.0122441 0.00860782 0.0136051 0.0184947 -0.0100833 -0.00363068 0.0045216 0.00994209 -0.00217562 -0.000393582 -0.00345136 -0.0164234 0.000812739 internal_weight=321934 146699 8562.13 8377.59 1722.3 184.537 171.583 1416.15 1222.81 193.338 6655.29 494.287 6161 245.527 129.925 5915.48 185.465 149.073 109.181 78.3044 63.2843 306.149 89.2628 61.1991 47.1411 460.989 358.718 259.066 64.0912 194.975 internal_count=1409620 644540 37502 36713 8396 789 734 6464 5624 840 28317 2413 25904 1010 536 24894 833 641 466 325 264 1932 436 289 219 2257 1792 1334 308 1026 is_linear=0 shrinkage=0.03 Tree=1084 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 2 1 1 2 1 2 0 0 2 1 0 1 0 2 2 0 2 2 0 0 2 0 1 2 2 split_gain=1.9437 2.40618 3.6136 17.9565 23.2661 19.6093 9.10294 4.72694 4.22811 5.46072 3.51156 5.6648 3.35261 5.65084 10.6426 7.88992 6.73438 3.59988 7.14067 5.62736 3.53324 4.78856 8.88491 3.7024 3.52902 5.64485 14.0028 4.39732 4.36381 5.70597 threshold=161.39817047119143 35.500000000000007 43.500000000000007 156.82556152343753 41.500000000000007 134.73744964599612 -1.4999999999999998 2.5000000000000004 87.470542907714858 -1.4999999999999998 67.829120635986342 37.500000000000007 33.500000000000007 134.73744964599612 1.0000000180025095e-35 23.500000000000004 4.5000000000000009 27.500000000000004 156.82556152343753 149.35324859619143 24.500000000000004 112.33882141113283 67.829120635986342 19.500000000000004 27.500000000000004 112.33882141113283 29.500000000000004 1.0000000180025095e-35 67.829120635986342 87.470542907714858 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 12 3 5 -5 7 -7 8 10 -10 11 -3 13 20 15 -15 -16 18 -17 -19 21 22 -1 -23 27 28 -27 -22 -26 -30 right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 14 16 17 -18 19 -20 -21 24 23 -24 -25 25 26 -28 -29 29 -31 leaf_value=-0.014746166133026614 4.3632534846860545e-05 0.011737753319126019 -0.00038712147183265984 0.010649154689912083 -0.044564158108345353 -0.0040750076909510805 0.019735830025882691 -0.0067152173404447617 0.006947184879142242 -0.0023992707873957105 0.0055852266900185054 -0.0042787711867714531 -0.0048982781157505192 0.019911877240709603 -0.0084654278143921208 -0.019199749520033303 0.013908495511964722 -0.0013263674368612552 0.0026492624474714209 0.010846856902205201 0.00055183344606621278 -0.0049277229038120485 0.0062943393260196136 -0.025814516247187311 0.0028468452752609631 0.034246716595670308 0.0019840358003575323 0.017386645309066234 -0.023401608132044126 -0.0037829916051076826 leaf_weight=25.653951801359653 310839.69207749574 25.61114813387394 8779.1685021519661 11.634930372238161 16.767736561596394 17.816213667392731 76.485257610678673 68.98616848886013 68.420591861009598 316.53820383548737 268.96520268917084 88.724089860916138 224.12434057891369 18.787614017724991 251.94124618172646 24.202135130763054 12.718753293156622 135.46139054000378 30.336927726864815 45.709817886352539 26.867778614163399 18.405967041850094 61.041550420224667 13.0559856146574 40.728716716170311 12.589423492550848 316.33669851720333 29.075896933674812 19.177715316414833 43.850137621164322 leaf_count=230 1361117 110 38201 49 76 81 318 309 349 1335 1187 377 961 100 1168 99 70 550 123 189 123 88 396 62 172 53 1338 121 81 187 internal_value=2.97094e-05 -0.000360569 -0.000196035 0.00155153 -0.0219465 0.00226798 0.0152373 0.000807208 0.00148269 -0.00073808 0.00371306 -0.000691062 -0.00154748 -0.000880485 -0.00317815 0.00120209 -0.00739021 -0.000289203 -0.00704641 0.00174496 0.00108538 -0.00356994 6.82711e-05 -0.0135953 0.0022111 0.00129435 0.00321887 0.00930148 -0.00480669 -0.00975242 internal_weight=321929 11089.2 9739.12 959.95 28.4027 931.547 94.3015 837.245 768.259 384.959 383.3 114.335 1350.07 1125.94 519.158 254.498 264.66 235.71 54.5391 181.171 606.784 118.157 86.6955 31.462 488.626 432.683 328.926 55.9437 103.757 63.0279 internal_count=1409620 48503 42392 4191 125 4066 399 3667 3358 1684 1674 487 6111 5150 2299 1061 1238 961 222 739 2851 776 626 150 2075 1831 1391 244 440 268 is_linear=0 shrinkage=0.03 end of trees feature_importances: iy=13649 price_cents=9497 delta_cents=6579 cri=2825 parameters: [boosting: gbdt] [objective: binary] [metric: binary_logloss] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 2000] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 0] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 50] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.8] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 5] [bagging_seed: 42] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 42] [extra_trees: 0] [extra_seed: 12879] [early_stopping_round: 0] [early_stopping_min_delta: 0] [first_metric_only: 0] [max_delta_step: 0] [lambda_l1: 0] [lambda_l2: 0] [linear_lambda: 0] [min_gain_to_split: 0] [drop_rate: 0.1] [max_drop: 50] [skip_drop: 0.5] [xgboost_dart_mode: 0] [uniform_drop: 0] [drop_seed: 17869] [top_rate: 0.2] [other_rate: 0.1] [min_data_per_group: 100] [max_cat_threshold: 32] [cat_l2: 10] [cat_smooth: 10] [max_cat_to_onehot: 4] [top_k: 20] [monotone_constraints: ] [monotone_constraints_method: basic] [monotone_penalty: 0] [feature_contri: ] [forcedsplits_filename: ] [refit_decay_rate: 0.9] [cegb_tradeoff: 1] [cegb_penalty_split: 0] [cegb_penalty_feature_lazy: ] [cegb_penalty_feature_coupled: ] [path_smooth: 0] [interaction_constraints: ] [verbosity: -1] [saved_feature_importance_type: 0] [use_quantized_grad: 0] [num_grad_quant_bins: 4] [quant_train_renew_leaf: 0] [stochastic_rounding: 1] [linear_tree: 0] [max_bin: 255] [max_bin_by_feature: ] [min_data_in_bin: 3] [bin_construct_sample_cnt: 200000] [data_random_seed: 175] [is_enable_sparse: 1] [enable_bundle: 1] [use_missing: 1] [zero_as_missing: 0] [feature_pre_filter: 1] [pre_partition: 0] [two_round: 0] [header: 0] [label_column: ] [weight_column: ] [group_column: ] [ignore_column: ] [categorical_feature: ] [forcedbins_filename: ] [precise_float_parser: 0] [parser_config_file: ] [objective_seed: 16083] [num_class: 1] [is_unbalance: 0] [scale_pos_weight: 1] [sigmoid: 1] [boost_from_average: 1] [reg_sqrt: 0] [alpha: 0.9] [fair_c: 1] [poisson_max_delta_step: 0.7] [tweedie_variance_power: 1.5] [lambdarank_truncation_level: 30] [lambdarank_norm: 1] [label_gain: ] [lambdarank_position_bias_regularization: 0] [eval_at: ] [multi_error_top_k: 1] [auc_mu_weights: ] [num_machines: 1] [local_listen_port: 12400] [time_out: 120] [machine_list_filename: ] [machines: ] [gpu_platform_id: -1] [gpu_device_id: -1] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:null