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] [8.2141313552856445:100000] [1:99] none tree_sizes=3468 3529 3537 3543 3539 3545 3544 3542 3541 3540 3545 3550 3562 3553 3543 3547 3547 3547 3551 3553 3554 3557 3562 3556 3564 3568 3567 3569 3570 3561 3571 3566 3556 3558 3549 3556 3545 3561 3570 3549 3565 3547 3557 3561 3563 3559 3558 3587 3554 3565 3561 3575 3569 3557 3559 3562 3578 3576 3545 3550 3558 3556 3577 3575 3561 3571 3569 3571 3564 3567 3541 3560 3569 3569 3542 3535 3563 3558 3568 3530 3581 3570 3566 3567 3552 3553 3561 3554 3542 3516 3554 3559 3553 3552 3566 3536 3543 3585 3529 3536 3560 3563 3538 3535 3561 3545 3553 3542 3540 3571 3553 3552 3553 3560 3540 3558 3552 3558 3557 3555 3543 3548 3550 3542 3549 3500 3507 3540 3524 3528 3534 3509 3548 3528 3514 3541 3540 3531 3539 3536 3524 3533 3516 3528 3510 3555 3553 3558 3556 3545 3573 3594 3494 3507 3554 3517 3533 3527 3516 3507 3554 3553 3563 3543 3552 3523 3582 3496 3517 3589 3550 3482 3561 3488 3549 3484 3518 3482 3481 3515 3545 3540 3571 3570 3548 3496 3520 3506 3465 3493 3491 3514 3513 3529 3513 3496 3494 3491 3489 3509 3449 3448 3450 3454 3477 3514 3573 3510 3523 3499 3521 3522 3523 3534 3552 3503 3499 3514 3516 3504 3585 3552 3591 3554 3569 3467 3504 3526 3469 3522 3497 3517 3495 3513 3509 3486 3465 3522 3464 3549 3503 3500 3480 3515 3477 3514 3516 3497 3491 3505 3564 3537 3529 3557 3537 3523 3533 3517 3514 3517 3489 3493 3531 3530 3491 3538 3509 3528 3518 3542 3544 3450 3452 3441 3440 3502 3499 3527 3507 3514 3536 3531 3531 3509 3513 3536 3441 3464 3448 3487 3527 3515 3519 3518 3498 3483 3470 3469 3476 3443 3448 3457 3486 3452 3461 3494 3525 3515 3441 3499 3504 3508 3505 3491 3481 3472 3472 3472 3454 3474 3494 3516 3519 3506 3522 3544 3527 3534 3531 3527 3528 3521 3564 3529 3530 3484 3499 3490 3500 3492 3462 3451 3446 3474 3451 3545 3535 3529 3542 3540 3553 3560 3548 3550 3515 3513 3519 3519 3492 3536 3497 3497 3531 3502 3492 3529 3520 3524 3506 3515 3540 3539 3489 3493 3488 3535 3528 3522 3523 3480 3515 3460 3501 3453 3469 3506 3518 3513 3508 3508 3527 3496 3484 3531 3509 3419 3421 3536 3514 3536 3500 3492 3525 3499 3515 3512 3497 3504 3496 3458 3416 3420 3453 3529 3464 3446 3455 3449 3489 3454 3514 3500 3524 3493 3513 3472 3524 3580 3525 3487 3452 3496 3445 3497 3445 3528 3539 3516 3519 3508 3536 3523 3532 3481 3472 3519 3506 3510 3495 3457 3496 3498 3486 3512 3488 3523 3526 3524 3542 3521 3509 3572 3514 3585 3560 3496 3503 3493 3482 3498 3465 3465 3483 3467 3460 3467 3455 3480 3513 3453 3520 3492 3502 3499 3536 3521 3522 3519 3428 3524 3495 3507 3503 3517 3539 3508 3498 3502 3492 3492 3501 3487 3481 3499 3495 3459 3449 3454 3450 3456 3426 3423 3424 3559 3430 3497 3541 3502 3475 3485 3553 3479 3552 3480 3554 3474 3464 3450 3499 3456 3473 3478 3474 3515 3452 3487 3480 3490 3524 3455 3500 3489 3493 3506 3492 3463 3453 3488 3462 3506 3456 3450 3440 3420 3473 3496 3500 3497 3521 3499 3505 3556 3493 3556 3502 3464 3463 3469 3456 3452 3545 3541 3532 3557 3559 3480 3476 3485 3496 3479 3458 3472 3408 3464 3438 3538 3537 3544 3546 3567 3464 3467 3469 3458 3547 3509 3492 3513 3477 3467 3508 3519 3542 3509 3527 3479 3496 3480 3472 3476 Tree=0 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 3 0 0 0 2 1 2 2 0 0 2 split_gain=45228.6 14147.9 7399.41 3326.18 2571.88 1990.54 1801.48 1171.33 1082.76 2472.22 1543.83 970.553 915.81 859.454 850.301 835.866 664.301 610.867 569.809 942.259 684.987 535.416 485.658 453.678 415.888 439.069 384.579 360.867 355.832 657.137 threshold=1.0000000180025095e-35 4.5000000000000009 3673.1176757812505 -3.4999999999999996 5.0659999847412118 74.000000000000014 1.5000000000000002 1.2994999885559084 3645.8532714843755 1681.4685058593752 3.5000000000000004 2.0774999856948857 1.0205000042915346 61805.615234375007 7602.1542968750009 51.500000000000007 3645.8532714843755 -1.4999999999999998 31044.129882812504 14.476500034332277 6.5000000000000009 57.500000000000007 83.500000000000014 3673.1176757812505 -18.499999999999996 16701.354492187504 2668.121704101563 50.500000000000007 48.500000000000007 15542.858398437502 decision_type=2 2 2 2 2 2 2 2 2 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 16 26 -4 -10 -5 -14 19 -9 -20 -22 -15 -18 -3 -26 -6 -16 29 -19 right_child=2 3 5 4 13 -7 -8 18 15 11 -12 -13 17 22 27 -17 23 28 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.12550015012358173 0.053137971953355026 0.10048538608161284 0.042651740602319167 0.073391128323149604 0.090714196709805656 0.020679547010959448 0.10220660003994325 0.06611947699787446 0.051719518194328684 0.066041847742665222 0.039506216976122624 0.052346993338555199 0.077241836838350245 0.068294196279482328 0.055352727982537236 0.035701830014145716 0.11093122723873758 0.071993063713114341 0.076492948886903486 0.048035412363091598 0.063104875535389807 0.074925753230546302 0.092868831435909599 0.074236383574105766 0.088860484756444438 0.078028978107553645 0.083155154539969134 0.071438915941134939 0.075205959182657184 0.061969488119016827 leaf_weight=4713.549392670393 49444.701151549816 2226.8068805336952 3086.5171395242214 1197.0522746443748 9884.2958472669125 886.42794638872147 8163.1274431943893 46450.572276860476 6744.842728972435 17918.82881373167 8809.3459010124207 6293.1390233337879 28111.501707136631 4183.1908129155636 2775.892811268568 5186.9768254458904 1321.6515831649303 44532.392140477896 10564.722932875156 2746.4284457266331 11374.243891239166 4949.0146189928055 875.19153580069542 393.52406859397888 18609.743215888739 4112.5262752175331 15646.077498793602 2290.9792698919773 22315.012031793594 6783.0465249717236 leaf_count=18877 198018 8918 12361 4794 39585 3550 32692 186027 27012 71762 35280 25203 112582 16753 11117 20773 5293 178345 42310 10999 45552 19820 3505 1576 74529 16470 62660 9175 89368 27165 internal_value=0.0695366 0.0804797 0.0589868 0.0780479 0.0761911 0.0654006 0.110733 0.0658712 0.0532031 0.0544253 0.0510765 0.0624823 0.0739545 0.0838433 0.0550647 0.0447563 0.0905421 0.0734797 0.0670292 0.0651099 0.070541 0.0666888 0.0725461 0.102512 0.0881126 0.0869001 0.0860817 0.0626261 0.0720434 0.0706681 internal_weight=352591 173069 179523 160192 135243 85124.8 12876.7 84238.4 94397.8 82466 58254 24212 104654 30588.8 8153.39 11931.8 2912.23 101742 76085 49197 26888 16323.3 5058.38 1715.18 24949.1 22722.3 25530.4 5066.87 73630.5 51315.4 internal_count=1412071 693112 718959 641543 541626 340911 51569 337361 378048 330263 233298 96965 419123 122503 32653 47785 11663 407460 304708 197026 107682 65372 20258 6869 99917 90999 102245 20292 294878 205510 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 2 0 1 2 0 2 3 0 split_gain=42558.9 13350.1 6955.56 3133.93 2433.49 1870.44 1707 1101.43 1017.24 2323.3 1450.17 913.737 848.515 798.959 785 767.077 626.717 593.91 536.028 885.792 644.626 503.709 428.434 419.215 392.502 413.895 339.332 327.336 322.842 303.928 threshold=1.0000000180025095e-35 4.5000000000000009 3673.1176757812505 -3.4999999999999996 5.4584999084472665 74.000000000000014 1.5000000000000002 1.2994999885559084 3645.8532714843755 1681.4685058593752 3.5000000000000004 2.1755000352859502 1.0205000042915346 7602.1542968750009 51.500000000000007 61805.615234375007 3645.8532714843755 -1.4999999999999998 31044.129882812504 14.476500034332277 6.5000000000000009 57.500000000000007 3673.1176757812505 85.500000000000014 -18.499999999999996 16701.354492187504 50.500000000000007 2668.121704101563 7.7119998931884775 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 13 9 10 -2 -11 16 -4 -10 27 -5 -14 19 -9 -20 -22 -18 -17 -3 -26 -15 -6 -27 -16 right_child=2 3 5 4 15 -7 -8 18 14 11 -12 -13 17 26 29 23 22 -19 20 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=0.054432189316699686 -0.015901258827088639 0.030057664942154172 -0.0260610471833259 0.0037366956767464275 0.021298006645011653 -0.047340917915423615 0.031732271997216517 -0.0033169351403076453 -0.017275803186557668 -0.0034820049572811306 -0.029107954749194746 -0.01694478656585495 0.0076274331382072949 -0.013754884228106548 -0.039909181981935153 -0.00051473748555725296 0.040226139832637238 0.0025713827773392079 0.0067466789021842612 -0.020845475639175052 -0.0062401370673815472 0.005225793555242695 0.0045568533253024747 0.023598791445094681 0.018755998821057062 0.0031404730645402073 0.0018426550628183106 0.013889661117485796 0.022103233421784493 -0.025389016975898977 leaf_weight=4700.7164158821106 49469.56963545084 2223.8814718723297 3088.8449738621712 1196.8876142799854 8573.5996815562248 887.40509897470474 8151.6930874586105 46455.958308443427 6748.4862509965897 18170.031846284866 8816.5592086315155 6047.3563070297241 28884.144245430827 2777.1223116517067 2647.1563820838928 3978.3051015138626 1319.1874689459801 75732.06896173954 10562.042182385921 2748.1644519865513 11376.669842720032 4948.0523979663849 393.45765519142151 775.32708871364594 18595.517942145467 3006.1719315499067 2290.8258721232414 14355.419809922576 1105.0671046227217 2544.4391168802977 leaf_count=18877 198018 8918 12361 4794 34365 3550 32692 186027 27012 72759 35280 24206 115710 11117 10592 15932 5293 303327 42310 10999 45552 19820 1576 3108 74529 12043 9175 57521 4427 10181 internal_value=-2.61375e-06 0.010617 -0.0102327 0.00825601 0.00645389 -0.0040141 0.0400347 -0.00355773 -0.0158384 -0.0146539 -0.0178989 -0.00684381 0.00441177 -0.0140345 -0.0240226 0.014386 0.020392 0.00396734 -0.00243464 -0.00429594 0.000971639 -0.00276479 0.0320316 0.00341823 0.0180296 0.0168515 -0.00670445 0.0166598 0.00823751 -0.0327927 internal_weight=352570 172991 179579 160139 135208 85135.1 12852.4 84247.7 94443.6 82503.5 58286.1 24217.4 107526 8156.79 11940.1 27682.7 2909.53 104616 76090.9 49204.1 26886.8 16324.7 1712.65 4753.63 24930.6 22706.8 5067.95 22929 4111.24 5191.6 internal_count=1412071 693112 718959 641543 541626 340911 51569 337361 378048 330263 233298 96965 430700 32653 47785 110926 11663 419037 304708 197026 107682 65372 6869 19040 99917 90999 20292 91886 16470 20773 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 1 2 2 3 0 0 0 1 2 0 2 3 1 split_gain=40051.8 12613.8 6540.5 2953.78 2292.58 1760.06 1624.76 1035.97 956.671 2184.4 1372.38 859.383 816.049 922.714 751.252 738.508 722.923 621.2 543.524 504.262 832.999 606.655 473.891 395 370.871 390.331 319.128 308.917 304.228 290.13 threshold=1.0000000180025095e-35 4.5000000000000009 3673.1176757812505 -3.4999999999999996 5.4584999084472665 74.000000000000014 1.5000000000000002 1.2994999885559084 3645.8532714843755 1681.4685058593752 2.5000000000000004 2.0774999856948857 1.0619999766349795 3645.8532714843755 7602.1542968750009 51.500000000000007 61805.615234375007 -1.4999999999999998 3673.1176757812505 31044.129882812504 14.476500034332277 6.5000000000000009 57.500000000000007 85.500000000000014 -18.499999999999996 16701.354492187504 50.500000000000007 2668.121704101563 7.7119998931884775 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 8 24 12 7 -1 14 9 10 -2 -11 13 -5 -4 -10 27 -14 -15 20 -9 -21 -23 -18 -3 -26 -16 -6 -27 -12 right_child=2 3 5 4 16 -7 -8 19 15 11 29 -13 17 18 26 -17 23 -19 -20 21 -22 22 -24 -25 25 28 -28 -29 -30 -31 leaf_value=0.053021887460240606 -0.014904966385095232 0.029207287342652162 -0.025269289449327031 0.0023913853328378252 0.020681689923584334 -0.045923857781940282 0.030838806786570978 -0.0032170781597654252 -0.016751192090396997 -0.0032873838830615463 -0.022932211875653388 -0.016169470705083192 0.0073515468235544569 0.029597556034971512 -0.013337720305648375 -0.031799113444990645 -0.00049928796156235476 0.0020681463349135534 0.0059196038811639411 0.0065460662769315165 -0.020212055764141642 -0.00605178588860381 0.0050700616993591833 0.022919511677900357 0.018210327742410947 0.0030466439349761299 0.0017874949618467604 0.013481524874091742 0.021461554033303774 -0.032609211980674339 leaf_weight=4681.2579528093338 45427.751945674419 2220.0283682048321 3090.0374409854412 3629.3394398540258 8564.3582025915384 887.34230771660805 8136.4540998935699 46460.922993242741 6750.9975119233131 17922.957524389029 8796.9647785723209 6298.7054459005594 27778.426613792777 3094.7109862565994 2778.047998547554 5193.1706582605839 3978.3750054836273 71788.351816937327 1215.0957273095846 10559.198771119118 2749.2419165968895 11378.799168348312 4947.0503059029579 774.3710070848465 18578.407411068678 3005.7963328957558 2290.6732946634293 14346.445662036538 1103.9804229736328 4082.3897688090801 leaf_count=18877 181774 8918 12361 14540 34365 3550 32692 186027 27012 71762 35194 25203 111315 12420 11117 20773 15932 287557 4868 42310 10999 45552 19820 3108 74529 12043 9175 57521 4427 16330 internal_value=-2.40117e-06 0.0103044 -0.00992368 0.00801149 0.00626214 -0.00389337 0.0389405 -0.00345072 -0.0153583 -0.0142099 -0.0173556 -0.0066373 0.00428024 0.0135365 -0.0136101 -0.0232938 0.0139642 0.00354218 0.0229219 -0.00236145 -0.00416654 0.000942569 -0.00268165 0.00331637 0.0175047 0.0163596 -0.00650228 0.016173 0.00799331 -0.0259995 internal_weight=352510 172895 179614 160078 135169 85141.3 12817.7 84254 94472.9 82528.8 58307.1 24221.7 107506 7939.15 8158.76 11944.2 27663.5 99566.8 4309.81 76095.2 49210.2 26885 16325.8 4752.75 24908.2 22688.2 5068.72 22910.8 4109.78 12879.4 internal_count=1412071 693112 718959 641543 541626 340911 51569 337361 378048 330263 233298 96965 430700 31828 32653 47785 110926 398872 17288 304708 197026 107682 65372 19040 99917 90999 20292 91886 16470 51524 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 3 1 3 2 2 2 2 3 2 2 0 2 1 2 2 3 0 0 0 1 2 0 2 split_gain=37696.4 11932.3 6152.07 2784.83 2168.16 1658.32 1552.82 974.642 901.732 792.919 870.306 785.172 1343.04 747.482 728.023 727.618 706.853 688.037 572.412 568.541 513.371 474.391 783.603 570.929 445.847 411.459 350.809 368.236 339.818 377.459 threshold=1.0000000180025095e-35 4.5000000000000009 3673.1176757812505 -3.4999999999999996 5.0659999847412118 74.000000000000014 1.5000000000000002 1.2994999885559084 4.5000000000000009 1.0619999766349795 3645.8532714843755 3645.8532714843755 1681.4685058593752 1608.1567382812502 2.1755000352859502 61805.615234375007 7602.1542968750009 51.500000000000007 3645.8532714843755 -1.4999999999999998 3673.1176757812505 31044.129882812504 14.476500034332277 6.5000000000000009 57.500000000000007 83.500000000000014 -18.499999999999996 16701.354492187504 7.5000000000000009 1681.4685058593752 decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -1 16 11 10 -5 12 -2 -10 -14 28 -4 -13 -15 -11 -12 22 -9 -23 -25 -17 -3 -28 -6 -30 right_child=2 3 5 4 15 -7 -8 21 13 19 20 17 14 18 -16 25 -18 -19 -20 -21 -22 23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.051716637297749057 -0.015246937224898414 0.028391976734916065 -0.024509946659569754 0.002319868866831025 0.021770604015928348 -0.044597581977311881 0.029983513132078001 -0.0031202560985742157 -0.029469652635409446 0.0069716390626190904 0.028763185627098575 -0.014418987889566861 -0.0026748949609054023 -0.0080338255088821219 -0.015329606840933201 -0.0011938930918307159 -0.0063065700370888303 -0.030006641089366952 -0.029071221129703041 0.0018430136259111152 0.005743430688984588 0.0063515099655843737 -0.019602244308234418 -0.005869258749908555 0.0049190062390289833 0.021457005904562853 0.017683061144938863 0.007756805138765711 0.018705147791651396 0.010174252486220576 leaf_weight=4655.7990280985832 51752.287308618426 2215.3359404206276 3090.1917949318886 3628.991973862052 5507.7177976071835 886.33204028010368 8117.7724320292473 46465.49405144155 6497.4059235155582 26989.324961081147 3089.0328259766102 5579.5633041858673 14817.610504478216 3823.2809569686651 5652.2274213284254 4183.4297241717577 5069.2167548686266 4691.4308217912912 1673.5755315274 69674.783720999956 1214.8007239252329 10556.210982650518 2749.7165648341179 11380.652231454849 4946.0142496228218 872.26001146435738 18558.695928230882 4108.0872965455055 7441.0924152135849 12525.127768218517 leaf_count=18877 207033 8918 12361 14540 22106 3550 32692 186027 25992 108187 12420 22320 59322 15305 22611 16753 20292 18770 6695 279108 4868 42310 10999 45552 19820 3505 74529 16470 29886 50253 internal_value=-2.19117e-06 0.0100021 -0.00962504 0.0077746 0.00607628 -0.00377645 0.037905 -0.00334704 -0.0148953 0.00402323 0.0131411 -0.0137778 -0.012674 -0.0225812 -0.00616917 0.0131102 -0.0132007 -0.0215389 -0.0144389 0.00327496 0.0222656 -0.00229051 -0.00404113 0.000914387 -0.00260105 0.00271407 0.0169977 0.015884 0.0151734 0.0133536 internal_weight=352413 172782 179631 160009 135127 85143.8 12773.6 84257.5 94487.4 104597 7932.83 82493.1 72222.1 11994.3 20469.8 30529.6 8159.41 10271 5496.86 96664.1 4303.83 76098.1 49215.2 26882.9 16326.7 5055.69 24882.1 22666.8 25473.9 19966.2 internal_count=1412071 693112 718959 641543 541626 340911 51569 337361 378048 419123 31828 330056 288966 47992 81933 122503 32653 41090 22000 387295 17288 304708 197026 107682 65372 20258 99917 90999 102245 80139 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 3 1 2 2 3 2 3 2 0 2 2 0 0 2 2 2 3 0 1 0 0 0 1 split_gain=35483.1 11299.7 5788.28 2626.16 2043.45 1564.29 1489.6 917.064 849.392 739.765 1263.5 727 704.685 684.929 665.542 648.936 606.782 546.781 1188.27 575.039 545.435 538.855 446.297 737.35 537.314 443.11 419.471 358.82 334.455 332.168 threshold=1.0000000180025095e-35 4.5000000000000009 3673.1176757812505 -3.4999999999999996 5.9049999713897714 74.000000000000014 1.5000000000000002 1.2994999885559084 4.5000000000000009 3645.8532714843755 1681.4685058593752 1.0205000042915346 1608.1567382812502 2.1755000352859502 7602.1542968750009 51.500000000000007 68839.980468750015 14858.619628906252 51.500000000000007 21.500000000000004 2215.613159179688 3645.8532714843755 31044.129882812504 14.476500034332277 6.5000000000000009 -1.4999999999999998 57.500000000000007 85.500000000000014 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 8 29 11 7 -1 14 9 10 -2 20 -10 -12 -4 -11 -6 19 -19 -13 -5 -14 23 -9 -24 -21 -26 -18 -17 -3 right_child=2 3 5 4 16 -7 -8 22 12 15 13 17 21 -15 -16 28 27 18 -20 25 -22 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.050505115535822959 -0.014788088952989289 0.027609154365124771 -0.023780823357161456 0.0012235186657833057 0.015713508054530846 -0.043352514394731333 0.029163463148612255 -0.0030263686706293483 -0.028599764553709404 -0.013985338898527551 -0.002594444611739207 0.01034525673515182 -0.0077912390943470199 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12361 4065 83948 3550 32692 186027 25992 22320 59322 53344 15305 22611 20292 10115 14027 42478 14860 88541 7598 6695 42310 10999 45552 229828 19820 2937 8655 90999 internal_value=-1.98476e-06 0.00970957 -0.00933625 0.00754507 0.00589611 -0.00366318 0.0369226 -0.00324656 -0.0144482 -0.0133638 -0.0122927 0.00413229 -0.0219087 -0.00598361 -0.0128048 -0.0208983 0.0136151 0.0037309 -0.00172721 0.00457308 0.0189574 -0.0140044 -0.00222174 -0.00391956 0.000887059 0.00360635 -0.00252293 0.00325691 -0.0291261 0.0165073 internal_weight=352286 172654 179632 159933 135080 85143.5 12720.9 84259 94488.6 82497 72228.7 109955 11991.6 20471.5 8159.36 10268.3 25125 107056 14310.4 92745.6 2898.52 5497.38 76099.6 49219.3 26880.3 79440.8 16327.2 4232.45 4688.31 24853.1 internal_count=1412071 693112 718959 641543 541626 340911 51569 337361 378048 330056 288966 440714 47992 81933 32653 41090 100912 429051 57338 371713 11663 22000 304708 197026 107682 318369 65372 16964 18770 99917 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 3 1 3 2 2 2 2 0 2 3 2 2 1 2 3 0 2 0 2 0 0 2 0 split_gain=33539.7 10939.5 5419.78 2501.43 2157.1 1509.2 1339.29 895.384 833.093 772.185 771.805 718.461 1181.94 687.946 649.902 634.268 619.663 487.437 473.064 468.506 439.281 746.039 534.051 416.79 415.432 397.362 546.027 356.575 347.529 338.438 threshold=1.0000000180025095e-35 6.5000000000000009 3673.1176757812505 -3.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 1.2994999885559084 4.5000000000000009 1.0205000042915346 2363.3640136718755 3645.8532714843755 1681.4685058593752 1575.673034667969 51.500000000000007 7602.1542968750009 2.1755000352859502 3645.8532714843755 3645.8532714843755 -1.4999999999999998 31044.129882812504 14.476500034332277 6.5000000000000009 23051.732421875004 56.500000000000007 99998.222656250015 82.500000000000014 3.5000000000000004 3673.1176757812505 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 4 8 23 -1 7 9 15 11 18 -8 12 -2 -10 -13 -4 -14 -15 -5 -11 21 -9 -22 -3 -24 -12 -27 -6 -20 -16 right_child=2 3 5 6 27 -7 10 20 13 19 25 14 16 17 29 -17 -18 -19 28 -21 22 -23 24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.049454006156521013 -0.014289945965160427 0.0173121898640285 -0.023294957994641367 0.004518542449043126 0.031684429993046291 -0.042580157368788271 0.017624604948621839 -0.0029400741475523267 -0.028054269642454673 0.0065182117134477023 0.009217590795592482 -0.013405722778569416 -0.0025204793843177217 -0.0077989919592130492 -0.035962924969762812 -0.0060753222262904041 -0.014208637678283665 -0.027190787393965816 0.036534639183979582 0.0019008808053180832 0.0061970061864326563 -0.019041088926584571 -0.0056468602418938228 0.0057320247198949809 0.0047307219207199432 -0.0098753944905449875 0.021563303275074264 0.021657563914323757 0.004496275801517219 -0.019850637099147347 leaf_weight=4554.6279028058052 51694.556056141853 20893.005582198501 3098.9849279224873 1210.6708155274391 5227.1997426152229 883.5451877862215 10146.149881154299 46555.504882633686 6455.2415997833014 27362.962942302227 15593.306522682309 5563.0905025452375 14732.622449547052 3870.6060278564692 2546.2991650700569 5082.5872065424919 5647.0803524255753 1669.9269815534353 1304.4365231394768 71345.622334450483 10538.902876794338 2742.5635831654072 11324.637813806534 3229.6407989412546 5006.6302714347839 2243.3360514193773 638.76684011518955 8198.2978920042515 397.59161496162415 2175.9319594502449 leaf_count=18735 206786 84125 12406 4852 21172 3557 40824 186355 25859 109759 62633 22253 58973 15489 10212 20340 22589 6685 5292 285873 42266 10973 45316 12975 20071 8983 2575 33044 1596 8715 internal_value=1.37648e-05 0.00946763 -0.00905881 0.00688809 0.0316138 -0.00357539 0.00524457 -0.00316683 -0.0140121 0.00363007 0.0109769 -0.0129363 -0.0118778 -0.0213984 -0.0203536 -0.0125977 -0.00575919 -0.0136437 0.0188537 0.00318085 -0.00215381 -0.00383581 0.000932111 0.0157618 -0.00246543 0.00732611 -0.00290757 0.0255615 0.0290505 -0.0285386 internal_weight=351934 172346 179589 154365 17980.1 85233.4 130243 84349.8 94355.4 101621 28621.6 82359.6 72074.3 11995.8 10285.3 8181.57 20379.7 5540.53 2912.7 98708.6 76168.2 49298.1 26870.2 24122.6 16331.3 18475.4 2882.1 13425.5 1702.03 4722.23 internal_count=1411283 692438 718845 619487 72951 341284 522387 337727 377561 407372 115015 329528 288348 48033 41180 32746 81562 22174 11740 395632 304981 197328 107653 97100 65387 74191 11558 54216 6888 18927 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 3 1 3 2 2 2 2 2 0 2 2 3 1 2 2 3 0 2 0 2 0 0 0 split_gain=31575.8 10363.5 5101.84 2359.46 2078.75 1426.61 1262.23 842.781 790.946 736.557 764.053 728.367 707.367 653.062 973.568 648.845 598.442 548.199 503.263 488.72 425.558 413.283 702.372 502.626 393.559 390.868 374.152 514.323 339.813 314.458 threshold=1.0000000180025095e-35 6.5000000000000009 3673.1176757812505 -3.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 1.2994999885559084 3.5000000000000004 1.0619999766349795 3645.8532714843755 2363.3640136718755 1383.2932128906252 3645.8532714843755 1681.4685058593752 51.500000000000007 8136.8720703125009 3645.8532714843755 2.1755000352859502 -1.4999999999999998 3673.1176757812505 31044.129882812504 14.476500034332277 6.5000000000000009 23051.732421875004 56.500000000000007 99998.222656250015 82.500000000000014 3.5000000000000004 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 4 8 24 -1 7 9 16 13 10 -5 -8 -10 14 -2 -15 -4 -14 -16 -11 -12 22 -9 -23 -3 -25 -13 -28 -6 -17 right_child=2 3 5 6 28 -7 11 21 12 19 20 26 17 15 18 29 -18 -19 -20 -21 -22 23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.048401008938258688 -0.013569664487276924 0.016817884580225591 -0.021804808405656743 0.0021889281239873661 0.030852057745311919 -0.04146488004360669 0.017120281461569548 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62783 314778 275355 39423 32746 29006 77572 375441 17330 304981 197328 107653 97100 65387 74191 11558 54216 18342 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 3 1 3 2 2 2 2 0 0 3 2 0 2 1 2 2 3 0 0 2 2 0 2 split_gain=29729.2 9824.52 4803.55 2225.91 2008.22 1349.76 1189.74 793.37 749.525 700.96 687.542 640.492 1047.09 619.511 581.619 580.106 552.133 444.295 1003 428.85 417.932 402.494 388.832 661.414 473.201 401.889 371.726 352.298 484.522 348.902 threshold=1.0000000180025095e-35 6.5000000000000009 3673.1176757812505 -3.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 1.2994999885559084 4.5000000000000009 1.0205000042915346 2363.3640136718755 3645.8532714843755 1681.4685058593752 1268.2044067382815 51.500000000000007 50.500000000000007 2.1755000352859502 9759.5722656250018 50.500000000000007 3645.8532714843755 -1.4999999999999998 3645.8532714843755 31044.129882812504 14.476500034332277 7.5000000000000009 56.500000000000007 23051.732421875004 99998.222656250015 82.500000000000014 7269.3449707031259 decision_type=2 2 2 2 2 2 2 2 2 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 26 -1 7 9 15 11 19 -8 12 -2 -10 -13 29 -14 20 -19 -5 -11 -15 23 -9 -24 -26 -3 -12 -29 -4 right_child=2 3 5 6 -6 -7 10 22 13 17 27 14 16 21 -16 -17 -18 18 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.047416338231056558 -0.013444180395769051 0.016339358326079825 -0.029368036657951284 0.0043186594520760813 0.024186364351946679 -0.040410037090787602 0.016632202842409627 -0.0027659064805978036 -0.026849601527282736 0.0073553258505713592 0.0086836895863750315 -0.012613880083455389 -0.0023580054082294956 -0.0082102567590096251 -0.026944216817075581 -0.0026193985215938859 -0.013392050281897725 -0.0058870347225952269 0.010514687938001872 0.027710569824616199 0.0025720631308784729 -0.025657299991943227 0.0055172881684878482 -0.017932949981804464 -0.0058829073962821995 0.0044532133568182322 0.0053973552754501709 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351.193 346.677 329.436 326.801 321.494 threshold=1.0000000180025095e-35 6.5000000000000009 3673.1176757812505 -3.4999999999999996 1.5000000000000002 74.000000000000014 5.4584999084472665 1.2994999885559084 2.5000000000000004 1608.1567382812502 3645.8532714843755 1.0205000042915346 3645.8532714843755 1681.4685058593752 51.500000000000007 7602.1542968750009 1898.8924560546877 14858.619628906252 48.500000000000007 26.500000000000004 3645.8532714843755 2.0774999856948857 31044.129882812504 14.476500034332277 6.5000000000000009 23051.732421875004 56.500000000000007 2.1755000352859502 3.5000000000000004 3673.1176757812505 decision_type=2 2 2 2 2 2 2 2 2 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 12 -10 21 20 13 -2 -14 -4 -8 19 -19 -13 -5 -11 23 -9 -24 -3 -26 -15 -6 -22 right_child=2 3 5 6 28 -7 16 22 9 10 -12 17 14 27 -16 -17 -18 18 -20 -21 29 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.046493499052686633 -0.012200627576638565 0.015875890677355571 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13311.2 1684.36 internal_count=1411283 692438 718845 619487 72951 341284 522387 337727 377561 88186 37232 430550 289375 252821 36554 32746 91837 418810 55246 363564 11740 25921 304981 197328 107653 97100 65387 71265 54216 6888 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 3 1 3 2 0 2 2 2 0 3 1 2 2 0 2 2 0 2 2 3 0 0 1 split_gain=26358.6 8843.9 4261.41 1981.96 1886.92 1213.97 1068.79 699.42 662.342 601.708 682.845 596.264 587.655 527.637 929.216 522.078 491.399 468.854 456.571 390.235 385.128 348.536 337.03 334.682 332.794 328.902 596.931 415.219 367.742 316.957 threshold=1.0000000180025095e-35 6.5000000000000009 3754.1591796875005 -3.4999999999999996 1.5000000000000002 74.000000000000014 5.9049999713897714 1.3535000085830691 4.5000000000000009 1.0619999766349795 3645.8532714843755 50.500000000000007 1575.673034667969 3645.8532714843755 1681.4685058593752 51.500000000000007 2.1755000352859502 -1.4999999999999998 99998.222656250015 3673.1176757812505 85.500000000000014 7434.1564941406259 3645.8532714843755 54.500000000000007 28052.395507812504 31044.129882812504 14.476500034332277 7.5000000000000009 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=1 4 8 24 -1 7 9 11 13 10 -5 21 -10 14 29 -15 -16 -11 -8 -12 -20 -4 -14 -17 -3 26 -9 -27 -29 -2 right_child=2 3 5 6 -6 -7 18 25 12 17 19 -13 22 15 16 23 -18 -19 20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.045626769244712193 -0.011087741386906054 0.015274156046757782 -0.027429688258293061 0.0019046394546459839 0.022903706939653663 -0.038459524686299019 0.012610885157571803 -0.0024614491601331594 -0.025173399835613321 0.0061400306295449408 0.025327227733432794 -0.0017469513462530486 -0.006942753008947913 -0.011662365098387376 -0.0021990712857712538 -0.032446894254191019 -0.012610958299033644 0.0015979359518031241 -0.0080932056139851744 0.005261105800042765 0.020505772499897851 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internal_value=1.27636e-05 0.00841604 -0.00802842 0.0061117 0.0285368 -0.00312785 0.00465028 -0.00276184 -0.0123908 0.00348093 0.0114503 -0.0105535 -0.0189626 -0.0114351 -0.0105062 -0.0176043 -0.00508148 0.00286181 0.0109757 0.0195875 -0.00140953 -0.0171592 -0.0118957 -0.0248962 0.0140359 -0.00179574 -0.00328761 0.000871228 -0.00235638 -0.0126468 internal_weight=351072 171671 179401 154030 17640.3 84488.8 130047 83622.5 94912.1 109756 7911.97 9224.75 12050 82862.1 72017.6 10844.5 20377.8 101845 20290.1 4271.1 2366.38 5271.02 5636.49 4869.1 23983.8 74397.8 47709.5 26688.2 15303 51639.8 internal_count=1411283 692438 718845 619487 72951 338458 522387 334901 380387 440493 31931 36967 48448 331939 288348 43591 81562 408562 81894 17330 9505 21128 22589 19666 97100 297934 190948 106986 61278 206786 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 3 2 0 2 2 3 3 0 2 2 1 2 0 2 0 0 2 3 0 0 2 1 split_gain=24881.2 8512.58 3963.55 2017.32 1742.54 1158.24 695.064 655.835 624.01 603.298 575.282 574.394 967.143 567.331 521.423 475.708 457.422 445.083 505.091 430.938 399.875 391.056 919.776 382.667 336.919 793.572 472.426 336.234 325.269 325.091 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 5.5000000000000009 1.2994999885559084 68839.980468750015 50.500000000000007 3645.8532714843755 1750.7693481445315 1.0205000042915346 2.0774999856948857 51.500000000000007 1608.1567382812502 13908.505371093752 -6.4999999999999991 2267.636352539063 44.500000000000007 15542.858398437502 51.500000000000007 21.500000000000004 26225.782226562504 12.393000125885012 7.5000000000000009 7.5000000000000009 7269.3449707031259 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 17 8 -1 11 10 27 28 12 29 19 -14 -13 -9 18 -3 -6 -19 23 -23 -15 25 -10 -26 -5 -4 -2 right_child=2 3 5 9 13 -7 -8 16 24 -11 -12 15 14 21 -16 -17 -18 20 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.044716120786855093 -0.010777045851001093 0.019132449211373376 -0.027860200438219844 0.020315156361538599 0.00032510527212622077 -0.037424196779744699 0.028376443663792446 -0.025780760870656023 -0.0024933850826748768 0.0045186338378908801 -0.0014661609097110654 -0.011994936647679831 -0.0017681019895625309 0.0082794743117880921 -0.012444048400228367 -0.024782246485972756 -0.012619608703983532 -0.0028695223974576993 0.0099798181547531024 0.025400587047064507 0.015989627922622221 -0.0069789867003411006 0.01145253315439998 0.0025653546503929523 0.005027577741432635 -0.018498618367315985 -0.0026261140157116235 0.012972867962150943 -0.011451610904364222 -0.015763421119234851 leaf_weight=4324.2984766364098 36180.109681069851 7954.0761367231607 1733.9183920770884 8269.808799892664 951.31988237798214 876.81979894638062 5113.9413537830114 4991.79967905581 43287.389994829893 5666.2391339689493 3498.2442742139101 5814.9897164255381 14799.693001836538 12325.915884524584 5704.3596147298813 4762.9661597013474 4536.684629842639 3313.598772585392 17076.832979351282 1754.2427839040756 1456.691314637661 9479.0960307717323 3279.8130641132593 73121.432218208909 12443.841425791383 2980.0165534168482 17417.79194483161 17474.817443996668 2915.4926663935184 17439.374317929149 leaf_count=18754 144909 32315 6992 33694 3815 3624 21137 20178 173217 22876 14017 23296 59223 49553 22850 19296 18192 13340 69009 7220 5870 37964 13177 293330 49965 11955 69744 70707 11667 69949 internal_value=-1.40468e-06 0.00816663 -0.0078133 0.00655427 0.00491381 -0.0031223 0.0358628 -0.0120525 -0.00276542 0.0133809 -0.0106562 -0.011213 -0.0102798 0.00303146 -0.00473822 -0.0177527 -0.0195145 0.0112877 0.0128883 0.0165836 0.00288945 0.0026581 -0.00224097 0.00338963 -0.00192091 -0.00352426 0.000563307 0.0153314 -0.0175709 -0.0123988 internal_weight=350946 171562 179383 162124 130713 85153.5 9438.24 94230 84276.7 31410.9 8147.66 84701.5 74123.5 100912 20504.1 10578 9528.48 29801.2 25030.9 2705.56 4770.29 98206.3 12758.9 85447.3 76129 46267.4 29861.6 25744.6 4649.41 53619.5 internal_count=1411835 692761 719074 652870 525593 341181 39891 377893 337557 127277 32676 339523 296931 405059 82073 42592 38370 120534 101324 11035 19210 394024 51141 342883 304881 185172 119709 104401 18659 214858 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 2 3 2 3 2 2 3 0 2 2 1 0 2 0 0 2 0 0 1 0 split_gain=23431.1 8115.65 3734.28 1904.09 1643.36 1099.05 683.02 620.004 591.013 730.033 570.152 547.64 673.644 545.41 543.152 911.289 491.017 451.47 435.046 420.115 478.212 378.168 373.919 335.789 510.84 332.221 873.624 432.437 322.737 312.609 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 5.5000000000000009 12538.349609375002 1.532000005245209 68839.980468750015 1.0619999766349795 3645.8532714843755 5.4584999084472665 3645.8532714843755 1750.7693481445315 2.0774999856948857 51.500000000000007 1268.2044067382815 13908.505371093752 -6.4999999999999991 48.500000000000007 3673.1176757812505 16.500000000000004 51.500000000000007 15542.858398437502 51.500000000000007 27.500000000000004 -1.4999999999999998 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 7 4 19 8 -1 14 9 29 28 12 -6 -11 15 -2 -17 -16 -9 20 -3 -21 -14 -10 -25 27 -27 -13 -5 -4 right_child=2 3 5 10 11 -7 -8 18 23 13 -12 25 22 -15 17 16 -18 -19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.04394739753850118 -0.012033603415581816 0.018604860085448684 -0.01906273039727575 0.019763596320721135 0.00068194555399347023 -0.036562380333849544 0.027673340817866116 -0.025405839686699589 0.0019926949684056674 -0.0015357683466674743 0.0043846976740673105 0.0066225970229910787 0.024446881449596513 -0.012371256183682436 -0.011640962518290689 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95257 22876 88054 12228 20317 23296 59223 22850 19296 19175 13999 69009 5211 4588 55333 40583 37403 13177 236365 70639 11483 internal_value=-1.22051e-06 0.00793108 -0.00758236 0.00636221 0.00476878 -0.00302922 0.0350988 -0.011699 -0.00268275 -0.00558015 0.0130005 0.00294129 0.0107815 -0.00343873 -0.010883 -0.00997573 -0.00459662 -0.0172478 -0.0189607 0.0109633 0.0125202 0.00280364 0.0188632 -0.000504204 -0.00302045 0.00231816 -0.00220907 0.00302483 0.0148996 -0.0140635 internal_weight=350672 171367 179305 162011 130650 85138.9 9355.75 94165.8 84268.3 36167.2 31361 100887 7427.95 28877.7 84653 74091.7 20501.7 10561.3 9512.88 29763.4 24994.4 4768.98 4126.17 48101.1 23957.7 93458.9 12618.6 80840.4 25696.8 7289.48 internal_count=1411835 692761 719074 652870 525593 341181 39891 377893 337557 144837 127277 405059 30060 115574 339523 296931 82073 42592 38370 120534 101324 19210 16816 192720 95916 374999 50580 324419 104401 29263 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 2 3 2 3 2 2 0 2 2 1 3 0 2 0 0 0 2 0 0 split_gain=22066.2 7741.82 3518.82 1797.21 1549.91 1043.49 672.353 593.897 556.188 687.694 539.993 538.852 516.567 636.715 515.603 484.726 663.487 449.773 445.237 396.576 452.905 362.523 356.741 354.519 321.031 315.952 480.621 312.639 822.259 407.197 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 3.5000000000000004 12538.349609375002 1.532000005245209 1268.2044067382815 68839.980468750015 1.0619999766349795 3645.8532714843755 6.4175000190734872 3645.8532714843755 1750.7693481445315 51.500000000000007 3645.8532714843755 13908.505371093752 -6.4999999999999991 2.0774999856948857 44.500000000000007 3673.1176757812505 7.5000000000000009 16.500000000000004 51.500000000000007 15542.858398437502 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 6 7 4 19 8 -1 15 9 -4 -9 24 13 -6 -11 16 -2 -17 -12 20 -3 -18 -21 -15 -5 -10 -27 29 -29 -14 right_child=2 3 5 11 12 -7 -8 10 25 14 18 -13 27 23 -16 17 21 -19 -20 22 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.043221058951374132 -0.011219516867950887 0.018093739461124716 -0.013650162769298133 0.019363438596825312 0.00066150995384069383 -0.035738092738608611 0.026994300411812309 -0.021999116733797019 0.0019330462195577937 -0.0018240668811973764 -0.0061436472090139679 0.0042547253714394885 0.006426752224289364 0.023801794952217275 -0.01396693737716645 -0.010639016965126726 -0.0019868979927779216 -0.023520613181828104 -0.02248527718520494 -0.0027120206890014591 0.0094091883632053692 -0.011184641239674532 0.01511706265993553 0.0041300867100320781 0.012173338556031223 -0.0065656529781643975 0.0020360955826540096 -0.0066767476196905222 0.010793291385437227 0.0016362313144832131 leaf_weight=4211.1728584766388 49808.316662013531 7914.2312503606081 7285.0003286898136 8228.8906053751707 3301.6580005884171 864.11441552639008 5058.9076867997646 8209.7033463120461 24141.757920369506 25283.278607919812 5257.6610575020313 5662.1167894154787 21906.651292562485 2974.1586704850197 3594.5634297579527 5337.7681829631329 13489.654525145888 4492.7772059440613 2099.8053537160158 3314.8851683139801 17042.552805483341 5400.7874193638563 1452.6603013724089 1140.7626011073589 17419.798840224743 13831.157846227288 10126.432259112597 9343.1032088845968 3274.5438998639584 58918.964136898518 leaf_count=18754 199726 32315 29263 33694 13244 3624 21137 33281 96804 101164 21054 22876 88054 12228 14410 21401 53978 18314 8482 13340 69009 21657 5870 4588 70707 55333 40583 37403 13177 236365 internal_value=-1.03576e-06 0.00770266 -0.00735838 0.00617594 0.00462817 -0.00293883 0.0343657 -0.0113566 -0.00260247 -0.00541343 -0.0167097 0.012631 0.00285387 0.0104746 -0.00333555 -0.0102955 -0.00940386 -0.0165262 -0.0108075 0.0106487 0.0121632 -0.00461654 0.00272046 0.0183483 0.0144801 -0.000489093 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-2.4999999999999996 74.000000000000014 1.5000000000000002 5.5000000000000009 12538.349609375002 1.532000005245209 68839.980468750015 1.0205000042915346 5.4584999084472665 3645.8532714843755 1750.7693481445315 2.0774999856948857 51.500000000000007 1608.1567382812502 2267.636352539063 13908.505371093752 -6.4999999999999991 50.500000000000007 15542.858398437502 51.500000000000007 21.500000000000004 -1.4999999999999998 1.5000000000000002 3645.8532714843755 16.500000000000004 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 6 7 4 19 8 -1 13 9 -4 25 18 -11 14 26 -16 -15 -9 -6 20 -3 -21 24 -24 -13 -5 -2 -19 -10 -30 right_child=2 3 5 10 11 -7 -8 17 28 12 -12 22 -14 16 15 -17 -18 27 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.04253356042308621 -0.0097715865336196993 0.01759830935768911 -0.013248731822720797 0.018829648451815156 0.00027507321162339982 -0.034948221702295577 0.026337740916823945 -0.023841050826304378 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296931 82073 42592 38370 11035 120534 101324 19210 394024 51141 342883 104401 214858 18192 192720 95916 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 0 3 1 2 3 2 3 3 2 2 2 0 2 1 2 3 1 0 0 0 0 2 3 2 2 split_gain=19572.7 7061.25 3125.85 1529.62 1160.2 1049.88 942.085 536.339 492.601 610.254 489.483 466.09 462.043 435.603 433.385 587.691 407.192 401.326 358.49 321.257 319.697 301.798 295.702 285.166 279.731 425.967 274.878 251.239 227.141 225.386 threshold=1.0000000180025095e-35 4.5000000000000009 3673.1176757812505 -3.4999999999999996 5.9049999713897714 1.5000000000000002 74.000000000000014 3.5000000000000004 12538.349609375002 1.532000005245209 1268.2044067382815 1.0205000042915346 6.4175000190734872 2668.121704101563 3645.8532714843755 1750.7693481445315 51.500000000000007 3645.8532714843755 -1.4999999999999998 2267.636352539063 2.0774999856948857 -17.499999999999996 50.500000000000007 54.500000000000007 16.500000000000004 48.500000000000007 3673.1176757812505 2.0774999856948857 16701.354492187504 5664.3623046875009 decision_type=2 2 2 2 2 2 2 2 2 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 21 11 -1 8 14 9 22 -9 19 -11 -6 15 -2 -16 27 -13 -5 -17 -3 -4 -18 -10 -26 -21 -12 -23 -20 right_child=2 3 6 4 13 -7 -8 10 24 12 17 18 -14 -15 16 20 23 -19 29 26 -22 28 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.041881721963260211 -0.010563723698985271 0.022609504490212286 -0.01773097792521389 0.0018708533672010025 0.016299507377058327 0.023112574958892664 -0.034189962750938267 -0.020855041086286195 0.0018190497447480385 -0.0017082251132935643 -0.0028563711322499579 0.0055237485751068556 -0.013206543572529685 0.0076100279521474539 -0.010003076048706729 -0.0018793852317941584 -0.029244830490051787 -0.021301666068286061 0.0026295604726980148 0.028907496321065082 -0.010520506410783712 0.012841153648566788 -0.0053506164273025309 -0.014021065361532933 -0.0063298214170036133 0.0017220095941825357 0.00036408443330271628 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0.00301829 -0.00313854 0.0102042 -0.00969575 -0.0088533 -0.0155993 -0.0101819 0.00269897 0.0149979 -0.00434759 0.0125062 -0.01286 -0.0222857 -0.000460227 -0.00275684 0.022734 -0.00576 0.011405 0.00162962 internal_weight=349780 170745 179035 158864 134452 11880.5 85097.6 93937.8 84247.5 36152.6 15512.3 109658 28876.9 24793.8 78425.5 68631.6 9793.91 7345.71 106811 2847.1 18884.6 24412.3 7275.74 4462.33 48094.9 23956.4 1791.39 5255.71 22012.9 77480.2 internal_count=1411835 692761 719074 641287 541620 51474 341181 377893 337557 144837 62817 440741 115574 100879 315076 275361 39715 29536 429016 11725 75635 99667 29263 18314 192720 95916 7490 21054 89779 310967 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 0 3 3 2 3 0 1 2 2 1 2 2 0 2 2 2 0 0 0 3 2 2 3 0 2 split_gain=18431.1 6814.86 2996.77 1440.25 1073.2 1038.42 878.22 497.207 601.562 491.491 488.258 482.289 443.201 394.259 348.65 339.133 560.046 361.696 335.492 311.558 301.025 706.516 403.929 299.814 279.177 275.094 257.15 647.639 358.43 254.1 threshold=1.0000000180025095e-35 4.5000000000000009 3754.1591796875005 -2.4999999999999996 5.9049999713897714 1.5000000000000002 74.000000000000014 1.0619999766349795 3645.8532714843755 1.3535000085830691 49.500000000000007 3.5000000000000004 1608.1567382812502 2668.121704101563 -18.499999999999996 3645.8532714843755 1681.4685058593752 51.500000000000007 3645.8532714843755 3673.1176757812505 14858.619628906252 51.500000000000007 27.500000000000004 54.500000000000007 2.1755000352859502 7602.1542968750009 26225.782226562504 12.393000125885012 7.5000000000000009 5664.3623046875009 decision_type=2 2 2 2 2 2 2 2 2 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 14 7 -1 9 8 -5 10 25 15 -13 -6 -3 16 -2 -17 -14 -10 22 -22 -9 -19 -18 -4 27 -11 -28 -24 right_child=2 3 6 4 13 -7 -8 20 19 26 -12 12 18 -15 -16 17 24 23 -20 -21 21 -23 29 -25 -26 -27 28 -29 -30 -31 leaf_value=0.041390353646877459 -0.010407817202191477 0.02250824799440293 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2205.6399838030338 1138.3533032387495 9638.027967184782 3363.410151258111 50909.690544202924 2191.8875260055065 5422.349805533886 2953.8140278756618 12393.701431065798 2970.6474153995514 17208.055549263954 7635.6865186691284 leaf_count=18763 197517 8876 6994 13214 28962 32761 3547 87947 12243 166815 18237 35034 19497 65205 133047 22828 55894 10099 8967 4584 38575 13558 204322 8940 21788 11833 49801 11948 68911 30636 internal_value=-2.57977e-05 0.00703099 -0.00675458 0.00539645 0.00388128 0.029037 -0.00264261 0.00254421 0.0100404 -0.00233828 -0.00887164 -0.0104225 -0.0152329 0.00971188 0.0107862 -0.00946778 -0.00870484 -0.0145404 -0.00967565 0.0177276 0.00195191 -0.00228335 0.00263677 -0.020769 -0.00438748 -0.0156802 -0.00152729 -0.00296443 0.000641118 0.00133753 internal_weight=349341 170515 178827 158725 123896 11789.6 84309.2 100784 7380.17 83484.4 9218.67 94517.4 15651.7 23111.6 34829.4 78865.8 68555 10310.8 7076.42 4087.56 93403.8 13001.4 80402.4 4626.18 19392.2 4673.59 74265.8 44664 29601.8 58545.4 internal_count=1411343 692693 718650 641169 499246 51524 338086 405079 30041 334539 37064 380564 63498 94167 141923 317066 275199 41867 28464 16827 375038 52133 322905 19039 77682 18827 297475 178763 118712 234958 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 3 2 3 2 3 1 2 0 2 3 2 2 0 1 2 0 0 2 3 0 0 2 2 0 split_gain=17359.8 6514.22 2824.91 1532.4 1360.2 835.313 595.259 521.184 501.426 568.943 463.933 460.209 553.532 446.549 408.158 329.748 324.047 371.97 364.268 313.287 295.799 285.828 276.354 246.017 553.53 354.535 336.398 237.621 228.78 391.575 threshold=1.0000000180025095e-35 6.5000000000000009 3754.1591796875005 1.5000000000000002 -2.4999999999999996 74.000000000000014 4.7190001010894784 2363.3640136718755 1.0619999766349795 3645.8532714843755 1.2994999885559084 2.5000000000000004 1608.1567382812502 49.500000000000007 3645.8532714843755 2.0774999856948857 3645.8532714843755 1750.7693481445315 51.500000000000007 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internal_value=-2.49154e-05 0.00682917 -0.00655612 0.0244851 0.00487931 -0.002564 0.00337433 0.00735046 0.00224648 0.00975689 -0.00226849 -0.0101196 -0.0139217 -0.00909787 -0.00844245 -0.00423908 -0.00896597 -0.00818487 -0.0141199 0.0101832 0.0172509 -0.0176846 -0.0205467 -0.00153605 -0.00270865 0.000968674 -0.00200691 -0.0161656 0.0041947 -0.00392197 internal_weight=349015 170298 178717 16936.7 153361 84289.6 119464 26398.4 93065.2 7367.25 83472.3 94427.6 21982.1 8085.19 9455.79 6499.7 72445.5 62911 9534.45 33897.7 4074.73 2956.08 4331.43 75387.2 51348.2 24039 14420 4032.65 16916.9 2638.02 internal_count=1411343 692693 718650 73094 619599 338086 481310 107267 374043 30041 334539 380564 89109 32556 38055 26024 291455 252652 38803 138289 16827 12031 17898 301983 205549 96434 57747 16289 68487 10613 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 3 2 1 3 0 2 1 2 0 2 2 3 0 0 2 0 0 2 0 1 0 0 split_gain=16351 6229.3 2662.95 1405.21 1162.59 794.78 641.08 453.987 443.517 538.173 442.418 438.143 440.275 358.805 377.553 332.549 328.897 318.982 628.69 343.526 318.113 314.169 281.518 663.366 371.408 280.917 275.713 272.656 254.191 302.18 threshold=1.0000000180025095e-35 3.5000000000000004 3754.1591796875005 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 68839.980468750015 1.0619999766349795 3645.8532714843755 5.5000000000000009 1.3535000085830691 50.500000000000007 13908.505371093752 -6.4999999999999991 1608.1567382812502 48.500000000000007 3645.8532714843755 1681.4685058593752 2.1755000352859502 51.500000000000007 8.5000000000000018 14858.619628906252 51.500000000000007 27.500000000000004 3673.1176757812505 54.500000000000007 1.5000000000000002 85.500000000000014 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 10 4 13 11 -1 21 9 -6 17 12 -4 14 -3 -12 -15 18 27 -20 -19 -5 24 -24 -10 -11 -22 -2 29 -9 right_child=2 3 5 7 8 -7 -8 28 22 25 15 -13 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83458.3 9204.18 29542.7 24819.8 9511.2 4722.88 84824.7 73803 21052.5 11021.7 25369.9 93372.7 12998.6 80374.2 4061.58 4840.65 52750.6 5603.06 4828.47 internal_count=1411343 692693 718650 652721 525723 338086 39972 126998 405079 30041 380564 334539 37064 120644 101548 38823 19096 341741 296803 84351 44938 104261 375038 52133 322905 16827 20070 212452 22737 19566 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 1 2 0 3 0 3 0 2 2 2 0 2 0 2 2 0 0 1 3 0 0 2 split_gain=15401.2 5956.39 2510.86 1327.07 1102.22 756.469 635.803 429.016 419.568 418.547 685.292 413.534 401.659 391.254 420.9 379.427 328.263 308.644 300.343 297.357 291.884 287.469 469.566 310.512 262.324 253.73 244.024 243.613 293.317 234.456 threshold=1.0000000180025095e-35 3.5000000000000004 3754.1591796875005 5.9049999713897714 -4.4999999999999991 74.000000000000014 1.5000000000000002 72077.554687500015 3.5000000000000004 14858.619628906252 50.500000000000007 1.2994999885559084 49.500000000000007 1.0205000042915346 26.500000000000004 1608.1567382812502 13908.505371093752 2215.613159179688 7.5000000000000009 3645.8532714843755 44.500000000000007 3645.8532714843755 1681.4685058593752 51.500000000000007 54.500000000000007 -1.4999999999999998 2.1755000352859502 85.500000000000014 6.5000000000000009 26225.782226562504 decision_type=2 2 2 2 2 2 2 2 2 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 4 16 11 -1 18 21 13 -11 12 -4 17 -15 -10 -3 -6 -5 -17 -18 22 -2 -23 -25 -16 -24 28 -9 -13 right_child=2 3 5 7 9 -7 -8 27 15 10 -12 29 -14 14 25 19 20 -19 -20 -21 -22 23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=0.039706846272215671 -0.0095112530473682039 0.013352534152090981 -0.015307171558916359 0.017131638101400112 0.001901279695776195 -0.031414060294751321 0.023404278156967741 0.0092811519332622015 -0.018311623472000434 -0.005685385806824433 0.0088527964298741064 -0.0027971024035787547 -0.0019225584583017466 0.0067294506141783702 0.0046909806945016549 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44489 15996 182410 16267 92323 92786 19497 7981 7530 71083 8967 3260 22828 55894 10099 8940 204394 21788 3078 10897 119573 internal_value=-2.32229e-05 0.00644323 -0.0061766 0.00513456 0.00380782 -0.00241357 0.0305599 0.0107221 -0.00954094 0.0027929 -0.00186705 -0.00213494 -0.00858867 0.00349771 0.00317436 -0.0140423 0.011315 0.0144288 0.0123606 -0.00890171 0.00196353 -0.00865078 -0.0079491 -0.0133371 -0.0191545 0.00207315 -0.00399595 0.00309937 0.000576304 -0.00144391 internal_weight=348350 169854 178496 161111 130197 84255.6 8742.62 30914.4 94240.3 114691 15068 83453.8 8071.52 99623.5 96761.1 15559.6 15505.5 2862.32 25445.1 7059.55 2773.95 78680.7 68434.1 10246.5 4572.63 73877.2 19383.2 5469.31 4719.82 75382.3 internal_count=1411343 692693 718650 652721 525723 338086 39972 126998 380564 461913 60485 334539 32556 401428 389503 63498 63810 11925 104783 28464 11241 317066 275199 41867 19039 297180 77682 22215 19137 301983 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 3 2 2 1 2 3 3 2 1 0 2 2 3 0 1 0 2 2 2 0 0 1 0 split_gain=14506.7 5696.99 2367.56 1253.38 1045.62 720.206 631.001 406.147 499.045 405.557 404.012 392.358 493.324 405.468 319.625 344.201 292.268 290.176 603.524 317.43 301.155 286.935 285.582 276.821 265.12 248.357 588.87 330.241 247.09 245.558 threshold=1.0000000180025095e-35 3.5000000000000004 3754.1591796875005 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 1.0619999766349795 3645.8532714843755 68839.980468750015 6.5000000000000009 12538.349609375002 1.532000005245209 5.4584999084472665 13908.505371093752 -6.4999999999999991 48.500000000000007 3645.8532714843755 1681.4685058593752 5.4584999084472665 51.500000000000007 1.5000000000000002 8.5000000000000018 377.98133850097662 3673.1176757812505 14858.619628906252 51.500000000000007 21.500000000000004 4.5000000000000009 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 10 4 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74.000000000000014 1.5000000000000002 6.5000000000000009 12538.349609375002 1.532000005245209 61805.615234375007 5.4584999084472665 1.0205000042915346 3645.8532714843755 1681.4685058593752 -1.4999999999999998 -2.4999999999999996 2.0774999856948857 11728.783203125002 51.500000000000007 1.5000000000000002 377.98133850097662 16.500000000000004 48.500000000000007 8.5000000000000018 8136.8720703125009 89168.484375000015 2.5000000000000004 56351.945312500007 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 6 7 4 18 8 -1 13 9 25 16 -11 -6 14 20 -14 -5 -16 -3 -15 -2 -9 26 -24 -18 -4 27 28 -10 -28 right_child=2 3 5 10 12 -7 -8 21 22 11 -12 -13 15 19 17 -17 24 -19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31 leaf_value=0.038669172166644991 -0.0078615957291619833 0.012737092059851818 -0.015630750835032625 0.018365758027711621 0.012988948669772123 -0.029840742730656344 0.022350259571606055 -0.024274250002502225 -0.039230655213137726 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62808 43559 216345 31107 192614 95964 92902 29113 96650 62175 3717 34475 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 1 2 2 2 3 3 2 2 3 2 0 2 3 3 2 2 0 1 0 2 0 0 0 split_gain=12906.8 5164.98 2183.56 1114.05 967.008 643.036 613.176 398.25 409.93 441.326 373.936 435.386 350.856 415.798 345.647 329.638 287.024 296.434 280.925 280.293 278.819 302.148 275.877 265.488 264.339 257.878 274.349 252.745 365.896 249.516 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 -3.4999999999999996 5.0659999847412118 74.000000000000014 1.5000000000000002 2.5000000000000004 1681.4685058593752 3645.8532714843755 12255.386718750002 1.2994999885559084 1.0619999766349795 3645.8532714843755 58553.552734375007 5.0659999847412118 3645.8532714843755 51.500000000000007 1750.7693481445315 2.0774999856948857 9.5555000305175799 16701.354492187504 3673.1176757812505 47.500000000000007 -1.4999999999999998 7.5000000000000009 1681.4685058593752 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279.345 532.368 339.858 243.612 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 5.4584999084472665 -4.4999999999999991 74.000000000000014 1.5000000000000002 6.5000000000000009 12538.349609375002 1.532000005245209 61805.615234375007 14858.619628906252 50.500000000000007 5.4584999084472665 1.0205000042915346 21.500000000000004 -2.4999999999999996 3645.8532714843755 1681.4685058593752 2.0774999856948857 11728.783203125002 1.1980000138282778 1.5000000000000002 3645.8532714843755 377.98133850097662 999.28067016601574 5664.3623046875009 2.3904999494552617 48.500000000000007 142.45086669921878 decision_type=2 2 2 2 2 2 2 2 2 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 20 8 -1 17 9 -4 16 14 -13 -11 23 -16 -5 18 22 -20 -3 -19 -2 -6 -9 29 -27 28 -28 -17 right_child=2 3 5 10 11 -7 -8 24 -10 13 -12 12 -14 -15 15 25 -18 21 19 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.037752818397604471 -0.007389396403709874 0.012075627950496763 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15584.613094806671 5969.7839759588242 3013.6049292236567 5591.2334049940109 17937.153586432338 1547.9352782815695 5223.2606423348188 33921.994582250714 5025.4255637526512 4532.9106353372335 2098.728416338563 34855.480736121535 leaf_count=18651 143252 50544 29113 20882 5120 3560 21063 9741 192614 95071 25130 42680 15529 20245 48888 8425 92902 20706 62344 24096 12264 22853 73093 6756 21366 136752 20205 18257 8442 140248 internal_value=1.02502e-05 0.00577284 -0.00546417 0.00460695 0.00335469 -0.00208304 0.0283556 -0.00854549 -0.00183859 -0.00408249 0.00934137 0.00245195 -0.00179771 -0.00247042 0.00308405 0.0027844 0.0107933 -0.00797065 -0.00729803 -0.0033916 0.0100281 -0.0127536 -0.00887388 0.0131422 -0.0150753 0.00211506 0.00357001 -0.000436394 -0.00555032 0.000320326 internal_weight=346845 168975 177870 160680 127070 84809 8295.49 93060.9 84036.5 35987.9 33609.9 111928 14492.8 28803.3 97435.7 94616.9 27431.8 85531.4 74986.2 21554.4 15141.2 10545.2 53431.8 2818.79 7529.54 82529.3 45579.1 11657.1 7124.15 36950.2 internal_count=1410792 692738 718054 653024 514110 340603 39714 377451 337043 144429 138914 451302 58209 115316 393093 381217 113784 346344 302785 86440 62808 43559 216345 11876 31107 332329 183656 46904 28647 148673 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 0 3 1 2 3 3 2 1 3 2 2 3 0 2 1 2 0 0 2 0 0 2 0 0 2 split_gain=11451.8 4731.82 1941.57 1009.64 813.773 606.014 583.542 367.697 331.992 391.029 322.264 423.454 314.191 295.521 289.489 483.815 288.558 266.513 264.365 244.785 237.826 237.804 344.395 230.634 222.98 218.059 217.174 629.129 430.133 897.934 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 -2.4999999999999996 5.9049999713897714 1.5000000000000002 74.000000000000014 6.5000000000000009 12255.386718750002 1.2994999885559084 1.0619999766349795 3645.8532714843755 -17.499999999999996 5.0659999847412118 3645.8532714843755 1681.4685058593752 5.9049999713897714 51.500000000000007 3673.1176757812505 1.5000000000000002 1268.2044067382815 16.500000000000004 48.500000000000007 2668.121704101563 49.500000000000007 54.500000000000007 89168.484375000015 2.5000000000000004 4.5000000000000009 99998.222656250015 decision_type=2 2 2 2 2 2 2 2 2 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 10 -1 8 14 9 24 11 -5 -3 -11 15 19 -17 -16 -13 -2 -9 26 -23 -6 -4 -19 27 -10 29 -28 right_child=2 3 6 4 23 -7 -8 20 21 13 -12 18 -14 -15 17 16 -18 25 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.037321999675027862 -0.0071728856583639844 0.019386722012338646 -0.017565617336968559 0.000141279495599139 0.012688713962242406 0.020823012699469245 -0.02811411548974329 -0.020206610737536421 -0.019894439316723699 -0.001216472032763115 0.0015332040204515118 0.019513988917557311 0.0082031350895689671 -0.0087154814092686682 -0.008161719187414207 -0.0019659073788687027 -0.012387814185671017 -0.024073243700680199 0.0024283949529724886 -0.011475531206409161 -0.0095213343764858384 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internal_value=1.00827e-05 0.00560745 -0.00530394 0.00447234 0.00321678 0.0278396 -0.00202102 -0.00829844 -0.00178364 -0.00399541 0.00200927 0.00807371 0.00897995 -0.00267914 -0.0077391 -0.00708475 -0.00329067 -0.0123988 0.0146441 -0.00861645 -0.0146631 -0.000175919 -0.00227361 0.00804678 -0.0115547 -0.017779 0.00192092 0.00401325 -0.00191799 0.00492082 internal_weight=346503 168753 177750 160555 125577 8197.48 84791.6 92958.8 84027.2 35369.3 100461 7312.29 34978.6 30123.9 85449.4 74927.4 21549.2 10522 3999.52 53378.2 7509.39 48657.9 24324 25115.4 5245.36 4635.64 24333.9 15749.8 8584.15 4213.95 internal_count=1410792 692738 718054 653024 508679 39714 340603 377451 337043 141988 404712 30149 144345 120615 346344 302785 86440 43559 16842 216345 31107 195055 97416 103967 21373 19727 97639 63164 34475 16963 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 1 1 2 3 3 3 2 2 2 3 1 0 0 0 1 2 0 0 1 0 2 0 split_gain=10786.9 4530 1830.85 958.105 763.354 602.711 556.014 360.933 348.468 315.519 312.517 372.97 307.594 303.004 275.761 274.478 456.434 277.435 264.499 254.012 243.217 270.072 231.463 230.469 223.778 324.073 223.738 211.669 222.489 208.821 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 5.0659999847412118 -4.4999999999999991 1.5000000000000002 74.000000000000014 58553.552734375007 6.5000000000000009 -1.4999999999999998 12255.386718750002 1.532000005245209 5.0659999847412118 1.0205000042915346 9759.5722656250018 3645.8532714843755 1681.4685058593752 2.0774999856948857 -1.4999999999999998 51.500000000000007 83.500000000000014 6.5000000000000009 1.5000000000000002 377.98133850097662 16.500000000000004 48.500000000000007 4.5000000000000009 8.5000000000000018 1499.682556152344 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 8 4 14 -1 10 9 15 -5 11 26 -13 -6 -3 16 22 -18 -15 -17 21 -9 -2 -10 -12 -26 -4 -11 -29 -21 right_child=2 3 6 7 13 -7 -8 20 23 27 24 12 -14 18 -16 19 17 -19 -20 29 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.036907730529101471 -0.0069627545204085858 0.011662574394218394 -0.0076478046241570891 0.014405769251211169 0.011805810597912554 0.020339370660957239 -0.027569411905791416 0.0086478459570890533 -0.022212862701339812 0.012095358636879862 0.0018635732054924103 -0.0007469073750144327 -0.0084574886890991848 0.0041933419749034511 0.0018012895279714202 -0.0079240682783494019 -0.0010873041349894086 -0.0086974142550591358 0.00094735215754504195 -0.02351540443339073 0.016415032617802073 -0.0048652623733279792 -0.011149410624066766 -0.010779305994146856 -0.0052982458530682125 0.0016719279650303294 -0.021918537173054791 0.010604678787821035 0.0026013256282792058 -0.010745277926767905 leaf_weight=3420.5518069267273 35444.077697038651 11500.38443094492 5820.1674136966467 9831.1085387468338 2882.2071503251791 4679.1124511808157 756.25912964344025 2079.8307406902313 2282.2967283725739 6953.0757584124804 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36789.1 92852.9 30066.5 84011.6 35358.4 28347.1 108870 14780.5 85364.6 74869.3 21545.1 105988 10495.3 6722.59 5777.39 53324.1 7488.28 48653.2 24322.1 7011.27 20235.4 13282.3 4614.23 internal_count=1410792 692738 718054 653024 500749 39714 340603 152275 377451 124910 337043 141988 113507 439196 61553 346344 302785 86440 426991 43559 27365 23466 216345 31107 195055 97416 28481 83900 54619 19727 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 0 3 2 1 2 3 0 3 2 1 3 0 2 0 1 2 0 2 2 2 2 3 0 2 2 split_gain=10072.7 4358.37 1689.66 947.065 833.222 601.56 547.244 354.703 329.131 310.028 524.379 325.913 302.431 348.271 283.162 279.217 429.19 274.588 271.49 266.048 257.356 252.691 255.165 234.488 234.131 384.766 260.631 226.552 270.033 226.23 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 -4.4999999999999991 5.0659999847412118 1.5000000000000002 74.000000000000014 58553.552734375007 4.5000000000000009 26225.782226562504 12.393000125885012 7.5000000000000009 1.0619999766349795 3645.8532714843755 -1.4999999999999998 1.8174999952316286 50.500000000000007 1317.2869262695315 83.500000000000014 4.5000000000000009 3645.8532714843755 7.5000000000000009 1681.4685058593752 3673.1176757812505 3645.8532714843755 1750.7693481445315 5.9049999713897714 52.500000000000007 99998.222656250015 10983.356445312502 decision_type=2 2 2 2 2 2 2 2 2 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 -3 12 -1 9 21 24 10 15 -11 13 -5 -14 16 19 -10 -9 -4 -19 -6 -23 -15 25 -2 -27 28 -13 -18 right_child=2 3 6 4 7 -7 -8 18 17 11 -12 27 14 23 -16 -17 29 20 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.036441259789243216 -0.0078898752391757618 0.010597129786315196 -0.0073667274506047592 0.0011147640292771097 0.013828623508392788 0.019806327340058005 -0.027705114120628482 -0.0016993553600862107 -0.017088702166215216 0.0044489099077397714 -0.015382084084741491 -0.0015256613035917336 0.0039884733699817303 0.018254199818327325 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30072 21044 3500 21064 24911 49785 11945 36420 127025 12684 279502 141550 13902 16412 3789 7377 6693 30732 52176 5099 41357 68816 10656 23957 12968 10667 internal_value=-1.4214e-05 0.00523951 -0.00499947 0.00416078 0.00333568 0.0268163 -0.00193997 0.00748934 -0.0077981 -0.00171467 -0.00309503 0.000688579 0.00206664 0.0076709 0.00162094 -0.00237609 -0.00579202 -0.012536 0.000956603 -0.00997034 -0.00783731 0.00895711 0.00723986 0.0136263 -0.00712405 -0.00652234 -0.00296884 -0.00185345 -0.00417412 0.000332263 internal_weight=346127 168525 177601 160501 142264 8024.28 84846.4 33293.3 92754.8 84110.9 53425.1 30685.8 108971 8027.82 100943 50471.9 15095.1 11552.6 6107.94 8973.12 5685.19 27185.3 20099.9 4206.62 81202.2 71259.7 19802.8 18308.8 12340.9 6121.94 internal_count=1412063 693589 718474 653748 577531 39841 340995 137833 377479 337495 214365 123130 439698 33171 406527 202420 60870 48016 24853 36301 23105 112980 82908 17783 329463 288106 79472 73345 49388 24569 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 3 2 1 0 2 0 2 2 3 0 3 0 1 2 2 3 0 1 2 0 2 2 2 1 split_gain=9488.06 4178.26 1593.14 870.912 858.471 631.768 521.706 434.728 316.509 313.43 534.964 499.184 493.771 291.783 494.403 306.736 262.961 404.271 251.23 234.705 438.083 268.069 242.055 232.018 229.354 213.179 254.135 213.123 208.097 203.324 threshold=1.0000000180025095e-35 4.5000000000000009 3673.1176757812505 1.5000000000000002 -4.4999999999999991 4.7190001010894784 74.000000000000014 2668.121704101563 6.5000000000000009 48.500000000000007 10470.297851562502 44.500000000000007 2406.084106445313 26225.782226562504 12.393000125885012 7.5000000000000009 1.8174999952316286 50.500000000000007 4.5000000000000009 3645.8532714843755 1750.7693481445315 5.9049999713897714 51.500000000000007 -1.4999999999999998 3985.294067382813 52.500000000000007 99998.222656250015 10727.411621093752 1317.2869262695315 -17.499999999999996 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 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3673.1176757812505 -4.4999999999999991 17.500000000000004 58553.552734375007 1.5000000000000002 74.000000000000014 48.500000000000007 10010.478027343752 2406.084106445313 44.500000000000007 3.5000000000000004 1148.2519531250002 3645.8532714843755 26225.782226562504 12.393000125885012 7.5000000000000009 1.8174999952316286 50.500000000000007 4.5000000000000009 -17.499999999999996 -1.4999999999999998 1.0205000042915346 3673.1176757812505 3985.294067382813 10983.356445312502 52.500000000000007 99998.222656250015 3645.8532714843755 decision_type=2 2 2 2 2 2 2 2 2 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 21 5 -5 -1 15 9 11 -10 22 29 -14 -15 16 18 -17 19 20 -4 -3 -6 24 -12 -13 -21 28 -19 -2 right_child=2 3 7 4 8 -7 -8 -9 10 -11 23 25 13 14 -16 17 -18 27 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.035684259260378111 -0.0060335646865034807 0.018383040398691396 -0.0069385648849615992 0.0089855944672680797 0.0059139034755854416 -0.0021575719469852633 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340995 442565 290909 151656 240469 377479 62886 30432 337495 214365 123130 202420 60870 36301 76217 203003 86738 7444 37466 24569 73345 49388 314593 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 0 0 3 2 2 3 0 0 3 0 0 1 2 2 2 3 0 1 1 2 2 split_gain=8418.29 3835.05 1416.06 802.165 726.782 589.431 474.276 291.072 279.984 670.027 666.882 295.368 320.136 260.375 419.239 297.089 245.843 223.249 393.98 235.946 228.47 213.884 210.475 409.334 252.783 232.159 202.02 201.543 198.346 197.875 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 12.393000125885012 -4.4999999999999991 1.5000000000000002 74.000000000000014 6.5000000000000009 28052.395507812504 21.500000000000004 50.500000000000007 1.0619999766349795 3645.8532714843755 36598.957031250007 17.333499908447269 6.5000000000000009 52.500000000000007 1.8174999952316286 50.500000000000007 83.500000000000014 4.5000000000000009 99998.222656250015 3645.8532714843755 1750.7693481445315 5.9049999713897714 51.500000000000007 -1.4999999999999998 -1.4999999999999998 3673.1176757812505 19759.034179687504 decision_type=2 2 2 2 2 2 2 2 2 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 29 -1 13 22 9 -6 -10 12 -11 14 17 -15 21 18 20 -19 -4 -17 23 -2 -25 -24 -5 -13 -14 -3 right_child=2 3 6 26 8 -7 -8 -9 10 11 -12 27 28 15 -16 16 -18 19 -20 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=0.035324807796716727 -0.0074737161263419049 0.010436403908069224 -0.0066851291466977847 0.017912990939535231 0.007072083656898453 0.018500986686176189 -0.026172480706250105 -0.012842902241635484 -0.0054472605849564034 0.0010128811834477036 0.010713842956980076 0.0033712597697819198 0.017275818311305102 0.005151094123022784 -0.014851572335231636 -0.00091417255061250772 0.0042510204729236129 -0.00044719333372151573 0.00050650430526901164 -0.011517981173392183 -0.018296122884142275 -0.0098777648936675538 -0.0067037810674755666 -0.0012690426286852559 -0.01116007868915051 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418.578 266.56 247.973 309.139 290.706 236.614 224.804 222.038 218.6 205.687 197.493 193.807 191.291 190.022 271.364 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 16.500000000000004 1.5000000000000002 -4.4999999999999991 58553.552734375007 74.000000000000014 2.5000000000000004 1421.1920166015627 3645.8532714843755 2.0774999856948857 48.500000000000007 11197.012207031252 44.500000000000007 2406.084106445313 -1.4999999999999998 12538.349609375002 1.532000005245209 5.4584999084472665 3985.294067382813 47.500000000000007 8136.8720703125009 6054.8757324218759 -1.4999999999999998 6.5000000000000009 1.0205000042915346 3673.1176757812505 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 4 8 6 -1 23 16 17 -2 -10 11 -11 13 14 24 -14 -3 18 22 -20 -16 -12 -4 -5 -7 -8 27 -17 -19 -30 right_child=2 3 7 5 -6 12 25 -9 9 10 21 -13 15 -15 20 26 -18 28 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.03497691047898796 -0.006032566973479439 0.013741202555942203 -0.013388093825958821 0.010669269993409065 0.018071587300997161 0.0057637867129959296 0.0066394331444459415 -0.025684732774346415 -0.013366736535088877 0.00054473217036839921 -0.0050803151902620242 -0.01565397194992953 0.00034145307327785332 -0.0045374293578239961 -0.0024415130120554432 0.022372369100787375 0.0074625328957166268 0.0017729546687576319 -0.00063619547646579487 -0.0085913906079581881 -0.016152775693644265 -0.022417468017903192 -0.0026479395936106235 0.0027870482613799874 0.0017583143895791567 -0.0049152142784684846 0.005921524144623146 -0.0012682323252154635 -0.0048554110973668876 0.0015684066179451059 leaf_weight=3122.693910703063 71082.981098398566 9119.4910708814859 4222.4521927237511 10117.814676776528 4519.8350833058357 16949.13339433074 2069.1034872680902 702.83234119415283 11791.998688533902 5629.7316903024912 1242.3335120975971 1136.6425832957029 16093.913660436869 12281.0463231951 8121.2950419783592 1257.7905341982841 18292.397352978587 24082.496278181672 23823.43609508872 5002.3072100430727 1316.331985399127 1469.1039961874485 2937.6847658157349 4609.1762256473303 36143.129710316658 3733.6210482567549 19504.448144093156 407.96609692275524 13315.448716938496 10653.908996105194 leaf_count=18797 289168 38506 17380 42841 21044 68934 8605 3500 49698 22593 5145 4634 64918 49205 32696 5770 76573 96733 95301 20181 5284 6241 11838 19125 145312 15011 79294 1674 53324 42738 internal_value=-1.21785e-05 0.0046639 -0.00443915 0.00369363 0.024979 0.00263274 0.00774378 -0.00171983 -0.00693433 -0.00994799 -0.00569449 -0.00217639 0.00190088 0.000861199 0.00192151 0.00398812 0.00955134 -0.00151941 -0.00340252 -0.00201671 -0.00435392 -0.0144739 -0.00898159 0.00820233 0.00303702 -0.000795122 0.00676037 0.0165825 -0.000109156 -0.00200015 internal_weight=344753 167659 177093 160017 7642.53 126802 33214.6 84740.6 92352.8 21269.8 9477.81 6766.37 112075 74810.9 62529.9 37264.1 27411.9 84037.7 35985.9 28825.7 9437.63 2711.44 7160.14 14727 53092.3 5802.72 21170.2 1665.76 48051.9 23969.4 internal_count=1412063 693589 718474 653748 39841 515053 138695 340995 377479 88311 38613 27227 453087 301431 252226 151656 115079 337495 144700 115482 37980 11386 29218 61966 214246 23616 86738 7444 192795 96062 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 2 0 0 2 3 1 2 2 3 2 0 2 2 3 0 2 3 3 2 0 0 2 0 split_gain=7511.99 3428.1 1262.84 720.032 599.714 552.127 434.794 278.788 442.259 551.668 440.866 265.84 259.895 341.693 313.04 262.869 244.654 244.298 228.048 227.668 346.908 224.131 216.264 278.262 228.871 205.974 190.551 179.975 179.913 179.459 threshold=1.0000000180025095e-35 3.5000000000000004 3673.1176757812505 -2.4999999999999996 1.5000000000000002 6.4175000190734872 74.000000000000014 5423.7912597656259 50.500000000000007 34.500000000000007 16701.354492187504 5.4584999084472665 2.5000000000000004 1608.1567382812502 3645.8532714843755 2.1755000352859502 12255.386718750002 48.500000000000007 606.20260620117199 554.91479492187511 1.0205000042915346 47.500000000000007 12538.349609375002 1.3535000085830691 6.4175000190734872 135.51687622070315 37.500000000000007 49.500000000000007 2855.797973632813 94.500000000000014 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 12 11 -1 7 22 19 9 10 -9 16 -2 -14 15 -15 18 -18 -3 25 -21 -16 23 27 -25 -5 -27 -4 -7 -24 right_child=2 3 6 5 -6 28 -8 8 -10 -11 -12 -13 13 14 21 -17 17 -19 -20 20 -22 -23 29 24 -26 26 -28 -29 -30 -31 leaf_value=0.034586437647995953 -0.0058539936700685406 0.0031981951755514757 -0.014216087854856785 0.010636339885823437 0.017355313010563183 0.011249554023781074 -0.025253212939131891 0.0048368563156838658 0.0058227458493798623 -0.010402950340768453 -0.0051264307351898929 0.01320285700276524 -0.012955811820038477 0.00079853780551450285 -0.0044850859890076377 -0.016530487795794413 -0.0037525017646031409 0.011302318154587763 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165528 6263 190415 106629 14408 52160 65551 11314 67637 2272 internal_value=1.23993e-05 0.00457193 -0.00429516 0.00363831 0.0243339 0.00258012 -0.00165232 0.00165159 -0.000829265 -0.00287896 7.80065e-05 0.00747346 -0.00672475 -0.0096375 -0.00527116 -0.00167106 0.00626413 0.000228612 0.00754364 0.00263522 0.00405873 -0.0138098 -0.00145675 -0.00321234 -0.00205184 0.000680268 8.00952e-05 -0.00919596 0.00685632 -0.000138241 internal_weight=344228 167223 177005 159679 7543.76 125148 84781.9 102822 29192.9 22316.5 16020.4 34530.9 92223.1 21224.8 9165.09 6446.93 28512.6 4987.3 23525.3 73628.6 42605.2 2718.17 84085.2 36064.9 30206.4 31023.4 29259.6 5858.47 22326.8 48020.3 internal_count=1411281 692683 718598 652870 39813 508846 341267 415337 117588 89748 64490 144024 377331 88317 37366 25915 118529 20332 98197 297749 172944 11451 337757 145070 121037 124805 117711 24033 93509 192687 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 2 3 2 3 0 2 0 0 2 2 3 0 2 0 0 1 2 3 3 2 2 split_gain=7075.55 3283.04 1190.57 980.903 638.057 414.637 298.832 246.364 323.544 296.085 247.96 220.545 326.502 551.829 334.477 368.746 240.801 333.222 312.123 322.692 213.142 209.018 293.682 273.507 247.426 203.596 263.754 226.303 214.265 200.806 threshold=1.0000000180025095e-35 2.5000000000000004 3673.1176757812505 12.393000125885012 -2.4999999999999996 74.000000000000014 1.5000000000000002 2.5000000000000004 1608.1567382812502 3645.8532714843755 2.1755000352859502 5664.3623046875009 2.3904999494552617 48.500000000000007 28052.395507812504 76.500000000000014 19.500000000000004 1681.4685058593752 1090.4144287109377 1.0205000042915346 47.500000000000007 20995.095703125004 48.500000000000007 26.500000000000004 -7.4999999999999991 12538.349609375002 1.532000005245209 6.4175000190734872 8136.8720703125009 135.51687622070315 decision_type=2 2 2 2 2 2 2 2 2 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 21 25 -1 -2 -9 10 -10 16 13 -13 -14 -16 17 -6 29 -20 -11 23 -23 -3 -25 26 28 -28 -4 -18 right_child=2 3 5 -5 11 -7 -8 8 9 20 -12 12 14 -15 15 -17 18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.034258764659510353 -0.0056822563172179135 0.012353094230900693 -0.012627268419490382 0.011521251843875785 0.0095913599160879874 -0.024785503257286966 0.019477272658382866 -0.012604667483781012 0.00077455812124446733 -0.0043541904517964891 -0.016072787301481917 -0.0085311064455665508 0.00483592275767924 0.0049737536965453709 -0.0051182343775088793 0.012016879628533995 0.010163459137154284 -0.0013872113042832299 0.017418855715400899 0.0036160590688458691 -0.021233595888360528 -0.0034176143218299384 0.01498789774219466 0.011509997777826023 0.0038700881350371293 -0.00013409065058938503 -0.00084816557428247987 -0.008931810341390652 -0.0020686604900189685 -0.00025712760826998137 leaf_weight=2992.8512395620346 70950.526109158993 7997.2369344681501 4201.1028847545385 13236.442612320185 9225.1486934423447 688.73689189553261 2090.8940245509148 12024.326988294721 5528.317991733551 1250.6096595972776 916.61522267758846 8095.3590451180935 14686.155007094145 4103.434064745903 7527.6314596384764 1330.0133078545332 1747.81769323349 3407.1726286113262 1607.7052463293076 29416.995313584805 1458.4724279493093 3493.301478818059 1004.6161425709724 5103.6652284860611 15111.368246793747 48020.648833543062 25357.595789045095 3553.6754892021418 2940.3930546343327 34835.881051927805 leaf_count=18771 289014 33661 17357 57552 38366 3510 9868 50951 22168 5188 3747 32423 59797 16613 30241 5479 7034 14039 7247 118739 6263 14187 4150 21808 62565 192687 101444 14408 11861 140143 internal_value=1.21493e-05 0.00444068 -0.00416909 0.00369541 0.00299877 -0.00160318 0.0281793 -0.00652983 -0.00936935 -0.00511956 -0.00162152 0.00195513 -4.96216e-06 -0.00398834 0.00205895 -0.00254532 0.00282824 0.00663023 0.00211785 0.00433132 -0.0134415 0.00669927 0.000693282 0.00765681 0.00579893 -0.00141327 -0.00311708 -0.00184178 -0.00827994 0.000240725 internal_weight=343905 167014 176891 161930 148694 84762.2 5083.75 92128.9 21178.3 9154.02 6444.93 115983 35742.6 12198.8 23543.8 8857.64 80240.7 12632.3 67608.4 31024.7 2709.08 32710.2 4497.92 28212.3 20215 84073.4 36052.8 28911.3 7141.5 36583.7 internal_count=1411281 692683 718598 664044 606492 341267 28639 377331 88317 37366 25915 470121 144553 49036 95517 35720 325568 52405 273163 125986 11451 136371 18337 118034 84373 337757 145070 115852 29218 147177 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 0 2 0 0 2 2 3 2 2 2 2 0 0 1 2 3 3 2 2 2 split_gain=6664.57 3153.86 1122.42 927.715 601.971 395.42 299.669 241.127 207.621 307.266 519.156 314.883 347.333 227.113 314.414 293.95 306.206 200.874 248.003 198.839 197.438 263.111 261.086 232.774 191.671 248.728 215 202.415 189.094 173.066 threshold=1.0000000180025095e-35 2.5000000000000004 3673.1176757812505 12.393000125885012 -2.4999999999999996 74.000000000000014 1.5000000000000002 6.5000000000000009 5664.3623046875009 2.3904999494552617 48.500000000000007 28052.395507812504 76.500000000000014 19.500000000000004 1681.4685058593752 1090.4144287109377 1.0205000042915346 99998.222656250015 52584.906250000007 370.10404968261724 20329.439453125004 44.500000000000007 26.500000000000004 -7.4999999999999991 12538.349609375002 1.532000005245209 5.4584999084472665 8136.8720703125009 135.51687622070315 3645.8532714843755 decision_type=2 2 2 2 2 2 2 2 2 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 20 24 -1 29 13 10 -10 -11 -13 14 -6 28 -17 18 -5 -9 22 -22 -3 -24 25 27 -27 -4 -15 -2 right_child=2 3 5 17 8 -7 -8 19 9 11 -12 12 -14 15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.033940418039813826 -0.0053826829135725403 0.012068509507899507 -0.012274291695815422 0.011202627535411803 0.0093206608277565488 -0.024327165260873144 0.019040958190515045 -0.019209264133217729 -0.0082737468568467067 0.0046936276737155535 0.0048271429529756415 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84103 337757 145070 115852 29218 147177 346071 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 0 1 1 2 2 2 1 3 2 2 2 3 0 0 2 3 2 0 2 0 0 split_gain=6277.38 3029.71 1058 877.703 572.053 377.094 300.411 263.49 512.716 333.305 285.239 229.764 205.876 200.79 333.713 192.174 189.155 311.465 187.222 184.537 386.553 229.458 204.72 232.963 174.433 300.624 537.761 176.853 180.056 173.864 threshold=1.0000000180025095e-35 2.5000000000000004 3673.1176757812505 12.393000125885012 -1.4999999999999998 74.000000000000014 1.5000000000000002 27132.552734375004 44.500000000000007 27.500000000000004 -7.4999999999999991 5.5000000000000009 370.10404968261724 1148.2519531250002 4973.6452636718759 -1.4999999999999998 1.0619999766349795 3645.8532714843755 3673.1176757812505 36598.957031250007 17.333499908447269 6.5000000000000009 52.500000000000007 94341.222656250015 1.8989999890327456 4493.2343750000009 51.500000000000007 28052.395507812504 65.500000000000014 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 6 11 4 7 19 -1 9 -9 -3 -11 -2 -13 -12 -15 -5 17 -6 -19 20 29 -21 23 -23 25 -18 -27 -26 -29 -4 right_child=2 3 5 15 16 -7 -8 8 -10 10 13 12 -14 14 -16 -17 24 18 -20 21 -22 22 -24 -25 27 26 -28 28 -30 -31 leaf_value=0.03363077513679489 -0.0056610828587044344 0.0095542156690250034 0.00041332890536712331 0.016623102332988908 -0.0012919620744958778 -0.023877718844223818 0.01861407679860216 -0.0057994190728048655 0.014715530191277209 0.010831613416929666 0.00014941572401600071 -0.01766401567943824 -0.0077557267044424073 0.0080244390367417585 -0.00066829208518541061 0.0086088520238939894 0.00082672060983006576 0.016979194516588629 0.0012935216035286415 0.0044793063941300643 -0.013913979562919208 -0.00016320973113439041 0.0038661650381918416 -0.0093780802186840886 0.0028320066529285526 -0.011356796413727695 0.0061688724541706062 -0.0043527268450888803 0.0071251032790695511 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0.0109111 0.00136477 0.00653076 0.012538 -0.00133018 -0.00223027 0.000865196 -0.00147285 -0.00379838 0.00100634 -0.000664226 -0.00600094 0.0020994 -0.00208121 -0.00173075 internal_weight=343257 166588 176669 161659 148506 84721.9 4929.43 56568.2 5934.21 50634 35073.7 91947.5 9040.98 29965.9 18002 13152.1 91938.3 5965.15 3374.11 84049 59609.5 24439.5 14839.5 10337 85973.2 34003.9 7425.39 51969.2 7749.06 57165.4 internal_count=1411281 692683 718598 664044 606492 341267 28639 233806 24083 209723 144714 377331 38389 122792 73911 57552 372686 25019 14596 337757 239563 98194 59483 41384 347667 136565 29815 211102 31233 229590 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 0 0 2 1 2 2 3 3 2 0 1 2 2 2 2 3 3 0 0 2 0 2 split_gain=5912.49 2910.4 997.19 830.082 542.449 359.613 301.05 237.498 397.68 379.668 253.979 219.79 302.006 277.941 235.071 207.933 250.071 203.894 199.586 191.697 238.464 190.722 174.516 234.26 186.885 179.078 169.645 163.171 199.551 156.944 threshold=1.0000000180025095e-35 2.5000000000000004 3673.1176757812505 12.393000125885012 -5.4999999999999991 74.000000000000014 1.5000000000000002 94341.222656250015 20.500000000000004 55.500000000000007 1681.4685058593752 2.5000000000000004 1608.1567382812502 3645.8532714843755 2.1755000352859502 1.0619999766349795 3645.8532714843755 47.500000000000007 -1.4999999999999998 99998.222656250015 52584.906250000007 3673.1176757812505 12538.349609375002 1.2994999885559084 6.4175000190734872 49.500000000000007 94.500000000000014 19759.034179687504 44.500000000000007 3645.8532714843755 decision_type=2 2 2 2 2 2 2 2 2 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 11 4 27 22 -1 8 10 -9 -6 29 -13 14 -14 16 -10 -15 -17 20 -5 -18 23 25 -25 -4 -24 -3 -29 -2 right_child=2 3 5 19 7 -7 -8 9 15 -11 -12 12 13 17 -16 18 21 -19 -20 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31 leaf_value=0.033329244866130918 -0.0046503167327440866 0.010018933047594183 -0.014096167281067475 0.010609994609181017 0.009009996581599922 -0.023436710175964555 0.018196296658566632 -0.0092242829633547331 0.00077975836732563852 0.014530202898332949 0.0032323581941179212 -0.011808888003815049 0.0011540037847186891 -0.0037656069574421194 -0.015281113505819498 0.0030888796366296458 0.015637327210533829 -0.02032950818457132 0.00015655952203620581 0.0041245905702261103 0.023204573072097018 0.0016570043694314341 8.8240533018802566e-05 -0.0010214921948066265 -0.0083447002252404305 -0.003044887945913565 -0.016450809410260791 -0.0036642133622130746 0.018263208288917129 -0.0089662309741920902 leaf_weight=2810.3787029385567 62163.578119024634 11054.785341709852 2705.2924707531929 8378.762884452939 11346.791195899248 665.12336075305939 2043.3646324872971 3357.0960897654295 3986.2214985787868 738.8283134996891 17269.572886541486 11935.754187017679 5525.1849726587534 1245.8024413436651 912.61195328831673 31225.441370919347 2845.3793535977602 1444.1782459765673 63118.27129714191 3119.2696147859097 1613.5573760122061 1270.3127862215042 47448.707551315427 27195.696330428123 3545.0966480970383 2576.4656893163919 564.81007964909077 1726.909859880805 476.61782288551331 8636.5222839415073 leaf_count=18771 252495 47455 11350 36748 47317 3510 9868 13446 16108 3069 70958 50951 22168 5188 3747 127437 12663 6263 253832 13359 7445 5170 190415 108837 14408 10475 2272 7051 1986 36519 internal_value=1.14713e-05 0.00406929 -0.00381232 0.00338149 0.00274228 -0.00146439 0.0269585 0.00217424 0.00239655 -0.00493942 0.00552327 -0.00597718 -0.0086675 -0.00455974 -0.00117581 0.00152316 0.00613526 -0.0126583 0.00112709 0.010617 0.0126438 0.0113223 -0.00129048 -0.00286882 -0.00186602 -0.0087053 -0.000106318 0.00853306 0.00107864 -0.00517679 internal_weight=342946 166382 176565 161528 148416 84701.2 4853.74 135158 131062 4095.92 28616.4 91863.6 21063.5 9127.78 6437.8 102446 8101.91 2689.98 94343.7 13111.6 9992.32 4115.69 84036.1 36022.6 30740.8 5281.76 48013.5 13258.3 2203.53 70800.1 internal_count=1411281 692683 718598 664044 606492 341267 28639 550000 533485 16515 118275 377331 88317 37366 25915 415210 33941 11451 381269 57552 44193 17833 337757 145070 123245 21825 192687 56492 9037 289014 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 0 0 1 2 2 1 2 1 3 0 2 2 3 2 0 2 2 3 0 0 3 2 split_gain=5502.01 2844.2 923.377 804.204 522.101 334.06 299.863 250.411 424.253 301.727 251.088 215.958 241.021 213.134 205.152 197.663 195.94 261.964 188.484 187.29 185.668 179.259 205.584 166.437 284.439 217.93 217.162 203.721 162.188 151.225 threshold=1.0000000180025095e-35 2.5000000000000004 3754.1591796875005 10.80550003051758 -1.4999999999999998 74.000000000000014 1.5000000000000002 19759.034179687504 44.500000000000007 26.500000000000004 -6.4999999999999991 99998.222656250015 31044.129882812504 4.5000000000000009 1148.2519531250002 4.5000000000000009 2.0774999856948857 49.500000000000007 1608.1567382812502 4973.6452636718759 1.0205000042915346 4784.4965820312509 45.500000000000007 3645.8532714843755 1750.7693481445315 5.9049999713897714 51.500000000000007 54.500000000000007 1.8174999952316286 4881.8349609375009 decision_type=2 2 2 2 2 2 2 2 2 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 13 4 7 15 -1 9 -9 -3 29 12 -5 23 -12 -4 17 21 -15 -16 -6 22 -17 24 -2 -26 -25 -28 -21 -11 right_child=2 3 5 11 20 -7 -8 8 -10 10 14 -13 -14 18 19 16 -18 -19 -20 28 -22 -23 -24 26 25 -27 27 -29 -30 -31 leaf_value=0.033183929336961238 -0.0058937882252995729 0.0094096248769881697 -0.00074311778136649967 0.0086062082574957302 0.0099448322185993129 -0.022572174445310306 0.018010169709191309 -0.0045767785728800248 0.011768462424726407 0.011920141227253512 -0.00010533444717190307 0.0031095987479960543 0.017582099353071892 -0.013335315109288757 0.0071644318383477859 0.011656128659993737 -0.0018567157889627542 0.0013875060098038476 -0.0056078857382047499 -0.0050550681248521818 0.000913039442690597 -0.019976085617354245 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285.038 237.449 205.977 201.823 193.276 186.146 184.854 247.279 179.247 178.14 269.042 185.834 288.673 504.417 176.569 169.24 168.953 194.949 161.631 160.446 159.462 threshold=1.0000000180025095e-35 2.5000000000000004 3754.1591796875005 10.80550003051758 -1.4999999999999998 74.000000000000014 1.5000000000000002 19759.034179687504 44.500000000000007 26.500000000000004 -6.4999999999999991 -1.4999999999999998 4.5000000000000009 1148.2519531250002 4.5000000000000009 2.0774999856948857 49.500000000000007 1608.1567382812502 1.0619999766349795 3645.8532714843755 1.9854999780654909 4784.4965820312509 51.500000000000007 4973.6452636718759 3673.1176757812505 4784.4965820312509 45.500000000000007 99998.222656250015 52584.906250000007 999.28067016601574 decision_type=2 2 2 2 2 2 2 2 2 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 7 14 -1 9 -9 -3 -11 -5 -2 -12 -4 16 25 -14 19 -6 21 29 -23 -15 -21 26 -16 28 -13 -20 right_child=2 3 5 11 18 -7 -8 8 -10 10 13 27 17 23 15 -17 -18 -19 20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.032898948493798541 -0.0050780276013177974 0.0091454223185266862 -0.00072082527760622818 0.014802094717041163 -0.0011760880898968212 -0.022149896206245842 0.0176063613372031 -0.0044379318795587331 0.0114405770765701 0.0093150503276961307 -0.00010217320300690599 0.0075519188218205191 -0.012987979610759499 0.0069574640505406724 0.011302917258065133 -0.0018010077430836394 0.0013458523843770641 -0.0054435995105899604 -0.0016246043340647478 0.01591048272754686 0.001953282383138244 -0.01103507129252519 0.0056567615157831538 0.00023120499649794261 0.0010355235121298296 -0.019415943132132896 -0.033919395497992534 0.0004414347245727604 0.019621441094526005 0.0028916014778789358 leaf_weight=2680.6396964639425 81102.896034091711 13501.458452776074 74204.263530820608 4549.4867310971022 2590.846325814724 659.42303842306137 2033.3967818766832 5480.6979419291019 1929.3590271174908 6220.3115519583225 11751.539920568466 7432.597304135561 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83349.7 9145.47 3624.64 11351.4 90098.9 5970.16 84128.7 35982.7 7755.09 16647.6 3379.32 2524.08 471.714 11038.6 8576.41 28227.6 internal_count=1411557 692443 719114 663785 595493 338618 28658 230166 30151 200015 143290 68292 380496 116382 335057 36847 14740 48408 365327 25166 340161 144531 31143 68414 14741 10311 1941 48231 37722 113388 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 0 0 1 1 2 2 2 2 1 2 3 0 0 2 3 3 0 2 1 1 3 2 split_gain=4880.6 2623.81 820.751 718.838 464.017 303.627 300.935 222.488 376.693 269.273 225.655 200.854 202.699 205.662 193.701 204.248 192.635 182.585 346.649 217.478 201.816 203.465 175.837 168.873 168.462 461.413 182.944 176.318 175.954 161.318 threshold=1.0000000180025095e-35 2.5000000000000004 3754.1591796875005 10.80550003051758 -1.4999999999999998 74.000000000000014 1.5000000000000002 19759.034179687504 44.500000000000007 26.500000000000004 -7.4999999999999991 -10.499999999999998 99998.222656250015 52584.906250000007 1148.2519531250002 4973.6452636718759 5.5000000000000009 36598.957031250007 17.333499908447269 6.5000000000000009 52.500000000000007 99998.222656250015 1.8174999952316286 1.0205000042915346 22.500000000000004 7269.3449707031259 5.5000000000000009 23.500000000000004 2.0774999856948857 377.98133850097662 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 7 17 -1 9 -9 -3 -11 -5 13 -13 -12 -16 -2 18 24 -19 21 -21 -17 -6 25 -4 -26 28 -28 -18 right_child=2 3 5 11 23 -7 -8 8 -10 10 14 12 -14 -15 15 22 29 19 -20 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.032620619167343629 -0.0049876984507713903 0.0088885064840084765 -0.010480954791424853 0.024990280143439503 0.009494139293608414 -0.021734862319326413 0.017210838585318269 -0.004303386302824644 0.011121863860212187 0.0098182314094989419 -7.990855883726447e-06 0.0087304411787200286 0.0019328881173683379 0.020400488528814025 0.0070513755580870309 -0.0053623252242168146 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7352 50501 11035 12178 38826 9885 26447 17924 15040 10500 356082 130643 65409 9201 3959 6315 26619 internal_value=-1.41799e-05 0.00368226 -0.00348775 0.00304155 0.00238664 -0.00134162 0.0259206 0.0045451 -0.000294514 0.00529095 0.00388946 0.00917371 0.00843847 0.0103263 0.00289916 0.00492233 -0.00543929 -0.00118209 -0.0020867 0.000997477 -0.00128303 -0.00357963 -1.78988e-05 0.00105734 -0.00161057 0.000674862 -0.00278512 -0.00824318 -0.0111478 -0.00959545 internal_weight=342102 165734 176368 161093 145549 83996.1 4641.23 55473.6 7407.64 48065.9 34590.6 15544.5 14854 11513.1 29639.8 17477 92371.8 83344.2 58898.7 24445.5 14819.6 10360.9 5263.54 90075.1 56481.4 19173.5 37307.8 4813.81 3832.87 9053.08 internal_count=1411557 692443 719114 663785 595493 338618 28658 230166 30151 200015 143290 68292 65160 50911 121773 72036 380496 335057 236820 98237 59411 41487 21535 365327 226935 76817 150118 19475 15516 38797 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 1 1 2 2 1 0 3 2 3 0 0 2 3 2 3 2 0 2 0 2 1 1 3 split_gain=4596.58 2519.85 773.462 679.667 438.03 301.284 289.437 192.612 188.251 187.907 419.143 301.535 271.415 227.085 171.827 326.818 204.71 189.924 191.527 162.491 254.43 174.899 271.656 474.572 160.738 158.532 434.275 172.347 166.116 166.103 threshold=1.0000000180025095e-35 2.5000000000000004 3754.1591796875005 10.80550003051758 -5.4999999999999991 1.5000000000000002 74.000000000000014 -1.4999999999999998 -1.4999999999999998 3645.8532714843755 1750.7693481445315 2.5000000000000004 46.500000000000007 2.1755000352859502 36598.957031250007 17.333499908447269 6.5000000000000009 52.500000000000007 99998.222656250015 1.0619999766349795 3645.8532714843755 1.9854999780654909 4784.4965820312509 51.500000000000007 3673.1176757812505 22.500000000000004 7269.3449707031259 5.5000000000000009 23.500000000000004 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 9 4 -3 -1 14 -5 -6 10 11 -2 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2002.7387437522411 644.62274976074696 10986.733968943357 2590.2063786387444 4374.6860731691122 17759.277902334929 12081.826204836369 7568.0002802312374 5648.1433206647635 9621.8971308916807 2413.6553811430931 6606.313881278038 4457.3955674320459 3753.4001999795437 28224.807173594832 2400.6216957271099 48132.150915563107 5426.8359947502613 2326.9844439327717 961.90164478123188 32492.278959259391 16331.194357469678 2251.1948427557945 981.05833929777145 1578.1948470771313 leaf_count=18687 183442 55476 11408 20061 174690 9971 3561 48231 10425 17979 71139 52039 32793 23104 38826 9885 26447 17924 15040 113388 10831 195630 21722 9421 3910 130643 65409 9201 3959 6315 internal_value=-1.36575e-05 0.00357606 -0.00338519 0.00295248 0.00231619 0.0255442 -0.00130179 0.00892437 0.00180236 -0.00528078 -0.0047589 -0.00614813 -0.00879194 -0.00137941 -0.00114687 -0.00202448 0.000967817 -0.00124475 -0.00347266 0.00102576 0.00581569 0.000686761 -0.000895523 -0.00586907 0.0112592 -0.00156245 0.000654651 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359741 303217 10867 335057 214276 120781 71341 48101 23240 38797 20077 17804 201743 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 0 0 2 1 2 3 2 1 2 3 3 2 2 0 2 1 2 2 2 3 0 1 split_gain=4103.55 2312.74 706.803 630.77 444.17 283.192 270.155 187.452 350.433 349.048 208.826 179.236 178.364 168.087 167.48 166.555 154.837 233.532 208.704 186.893 157.563 156.428 149.584 146.714 144.237 142.711 256.11 193.975 190.01 285.444 threshold=1.0000000180025095e-35 2.5000000000000004 3754.1591796875005 12.393000125885012 -5.4999999999999991 1.5000000000000002 74.000000000000014 94341.222656250015 55.500000000000007 21.500000000000004 1681.4685058593752 4.5000000000000009 1608.1567382812502 1.0619999766349795 3645.8532714843755 -1.4999999999999998 12255.386718750002 1.8174999952316286 5.0659999847412118 4406.9799804687509 8322.3417968750018 93.500000000000014 3673.1176757812505 -1.4999999999999998 2406.084106445313 3645.8532714843755 1681.4685058593752 1.1980000138282778 51.500000000000007 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 5 11 4 -3 -1 16 9 -9 10 -6 25 -13 14 -11 -5 17 19 -19 -4 -21 -18 -16 -15 -17 26 -2 28 29 -27 right_child=2 3 6 15 7 -7 -8 8 -10 13 -12 12 -14 23 22 24 21 18 -20 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.031601970749455637 -0.0051935626379326525 0.0075161112973223332 0.0012038191854184376 0.014562294981362191 0.007732114818906565 0.016320777177667365 -0.020824626523068233 -0.0086767117706860741 0.014303023109566099 0.00083113391037578004 0.0026966588981646596 -0.012242512715700643 -0.004674473581311166 0.0024012846749397834 0.013391875517083469 0.017425203684317516 0.00024883942093216298 0.00041731378259058277 -0.0060718393038887482 -0.012933090514623071 -0.0041083930544259118 -0.013367281291482323 0.001004809613452063 -0.00014954051868559692 0.0056500781642124034 5.0231239258404417e-05 -0.0012006488861487554 -0.0041244141224547086 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0.001059 0.00522008 0.00916192 -0.00106234 -0.00259604 -0.00108201 -0.00661125 -0.00888471 3.19986e-05 0.00949534 0.00069435 0.00700487 -0.00452692 -0.00404618 -0.00783051 -0.0124156 -0.0065523 internal_weight=340797 165048 175749 160629 147761 4418.21 83655.6 134688 4091.61 130596 30896.5 92093.6 11221.2 99699.5 8033.09 12868.1 83028.3 34573.9 25106.9 9467.08 7333.66 48454.4 4069.25 91666.4 9195.29 80872.4 70598.8 10273.6 4592.23 2387.83 internal_count=1409798 691871 717927 663290 605770 28581 337533 549408 16518 532890 128065 380394 48269 404825 33915 57520 333989 139423 100716 38707 30032 194566 17880 370910 40898 332125 288388 43737 20044 9847 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 0 0 1 2 2 2 3 0 3 2 1 1 1 3 0 1 0 2 0 2 0 1 split_gain=3864.85 2220.37 666.798 596.313 419.218 283.284 258.376 179.727 442.245 432.73 167.701 196.882 162.594 333.632 319.952 422.141 196.475 167.202 158.398 147.152 146.677 142.519 263.037 145.418 141.957 137.034 136.394 135.13 156.173 128.521 threshold=1.0000000180025095e-35 2.5000000000000004 3912.1914062500005 12.393000125885012 -5.4999999999999991 1.5000000000000002 74.000000000000014 29989.942382812504 50.500000000000007 21.500000000000004 3.5000000000000004 1608.1567382812502 999.28067016601574 5423.7912597656259 1.9854999780654909 48.500000000000007 1.0205000042915346 135.51687622070315 -1.4999999999999998 4.5000000000000009 24.500000000000004 2.0774999856948857 49.500000000000007 28.500000000000004 95.500000000000014 2406.084106445313 44.500000000000007 19759.034179687504 35.500000000000007 -33.499999999999993 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 5 10 4 27 -1 19 9 -9 -6 -2 -12 17 16 15 -15 -14 -11 -5 24 -13 22 23 -21 -4 -20 -18 -3 29 -29 right_child=2 3 6 18 7 -7 -8 8 -10 12 11 20 13 14 -16 -17 26 -19 25 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.031342842428108669 -0.0042915816436206915 0.0086730737286804353 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2181.51 1554.36 internal_count=1409798 691871 717927 663290 605770 28581 332016 549408 50913 498495 385911 64156 383643 226819 78663 39841 148156 156824 57520 328472 29291 35954 14128 9938 292518 40898 140280 56362 8988 6361 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 0 0 1 1 1 2 1 2 2 2 3 3 0 0 0 2 2 0 3 0 1 2 split_gain=3639.83 2131.42 628.438 563.687 407.308 283.233 246.251 201.644 340.046 263.341 173.09 163.564 184.301 158.638 150.632 149.207 157.698 139.149 250.32 205.622 158.56 142.276 137.077 165.878 249.919 286.299 220.712 157.501 294.2 130.193 threshold=1.0000000180025095e-35 2.5000000000000004 3912.1914062500005 12.393000125885012 -1.4999999999999998 1.5000000000000002 74.000000000000014 31044.129882812504 41.500000000000007 18.500000000000004 -7.4999999999999991 6.5000000000000009 24.500000000000004 6054.8757324218759 -1.4999999999999998 912.96624755859386 9759.5722656250018 12255.386718750002 1.8174999952316286 5.0659999847412118 50.500000000000007 93.500000000000014 66.500000000000014 3645.8532714843755 1148.2519531250002 14.500000000000002 1.1980000138282778 51.500000000000007 1.5000000000000002 2406.084106445313 decision_type=2 2 2 2 2 2 2 2 2 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 17 9 -9 -3 13 22 -13 -11 -5 -12 -17 18 20 -20 -4 -19 23 24 -2 -26 27 28 -25 -16 right_child=2 3 6 14 -6 -7 -8 8 -10 10 15 12 -14 -15 29 16 -18 21 19 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=0.031088176197080337 -0.004809342410827127 0.0097164958610600916 -0.010054900646481402 0.013835441120194227 0.00087415125874295391 0.015590980991621413 -0.020048612897201157 -0.0057984557562790352 0.011829206046930912 0.01119041687585871 0.00053129434888984895 -0.010751195958358157 0.0039312748509617076 0.00040196466128432265 0.016577754264131939 0.005695365285627892 -0.00070593692402257438 0.00026494659479032664 0.00059707767248018721 -0.0059216528616571097 -0.0017379274953807607 -0.012718025648129381 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341.449 220.543 161.709 270.444 158.766 155.218 144.59 209.765 168.642 136.639 355.988 182.567 145.798 178.776 168.54 130.356 182.025 246.357 235.519 269.786 137.198 threshold=1.0000000180025095e-35 2.5000000000000004 3754.1591796875005 7.5000000000000009 -1.4999999999999998 1.5000000000000002 74.000000000000014 -18.499999999999996 25386.748046875004 44.500000000000007 20.500000000000004 912.96624755859386 7269.3449707031259 6.5000000000000009 24.500000000000004 99998.222656250015 31044.129882812504 2668.121704101563 26225.782226562504 12.393000125885012 7.5000000000000009 52.500000000000007 94341.222656250015 93.500000000000014 66.500000000000014 3645.8532714843755 51.500000000000007 1148.2519531250002 14.500000000000002 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 13 15 7 -1 18 -5 10 -10 -9 -12 -13 24 -15 16 17 -3 19 -4 -20 22 -22 -23 25 27 29 -2 -29 -27 right_child=2 3 6 4 -6 -7 -8 8 9 -11 11 12 -14 14 -16 -17 -18 -19 20 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24619.1 91831.3 7194.68 12121.7 9297.59 5630.9 82999 52468 30531 18177.5 12275.5 5902 84636.6 77053.5 10004 67049.5 24954.6 6236.09 internal_count=1409798 691871 717927 663290 608483 28581 337533 234051 226096 24638 201458 163462 102707 380394 31310 54807 42535 25420 333989 211280 122709 72896 49176 23720 349084 317677 42817 274860 100908 25718 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 2 1 0 3 2 0 0 2 3 2 1 2 2 3 0 3 2 1 2 0 2 2 split_gain=3228.31 1963.4 559.018 504.639 366.333 282.693 222.567 166.628 351.107 303.796 222.853 187.208 162.916 309.602 301.999 192.565 152.195 155.357 143.34 140.649 133.821 201.245 153.022 145.579 133.251 129.428 133.568 126.735 119.636 119.57 threshold=1.0000000180025095e-35 2.5000000000000004 3673.1176757812505 12.393000125885012 -5.4999999999999991 1.5000000000000002 74.000000000000014 3645.8532714843755 1750.7693481445315 2.5000000000000004 47.500000000000007 2.0774999856948857 94341.222656250015 55.500000000000007 21.500000000000004 1681.4685058593752 1.0619999766349795 3645.8532714843755 -1.4999999999999998 3673.1176757812505 12255.386718750002 1.2994999885559084 50.500000000000007 5.0659999847412118 142.45086669921878 -1.4999999999999998 912.96624755859386 93.500000000000014 3645.8532714843755 2406.084106445313 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -1 20 8 9 -2 -9 -10 14 -14 15 -6 17 -16 -5 -19 21 22 -4 -23 -18 26 -26 -22 -28 -20 right_child=2 3 6 18 12 -7 -8 10 11 -11 -12 -13 13 -15 16 -17 24 19 29 -21 27 23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.030590916394306514 -0.0041370815502653792 0.0067978149378427168 -0.01226054406740632 0.013271085941941457 0.0072101670047751594 0.014889434222586 -0.019295899455133721 -0.0024041883382143266 0.00065427585079357454 -0.0095254361790381888 -0.011179738745223908 -0.005537918050342607 -0.0082007267417646239 0.013459702239154967 0.0006445692631968377 0.0023669699919750052 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0 0 2 1 3 2 2 2 2 2 3 3 0 2 3 2 1 1 2 1 3 0 2 0 0 0 0 0 2 split_gain=3094.74 1893.17 680.533 500.252 352.714 227.436 279.813 282.382 282.941 304.899 267.432 254.842 225.412 219.684 204.469 259.642 194.227 184.185 170.655 167.424 199.879 284.727 165.598 165.562 287.113 221.172 140.114 132.722 210.673 179.452 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11728.783203125002 -1.4999999999999998 1.1510000228881838 2855.797973632813 1681.4685058593752 249.38574218750003 174.82500457763675 216.45584106445315 5.4584999084472665 74.000000000000014 49.500000000000007 756.59011840820324 1.532000005245209 277.04620361328131 -18.499999999999996 -12.499999999999998 6643.0878906250009 1.5000000000000002 1.0619999766349795 50.500000000000007 32150.583984375004 48.500000000000007 19.500000000000004 54.500000000000007 17.500000000000004 49.500000000000007 89168.484375000015 decision_type=2 2 2 2 2 2 2 2 2 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 5 17 6 7 8 9 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-1.34266e-05 -0.00159245 0.00150441 internal_weight=339899 164577 162375 175322 150867 124909 20026.1 12378.3 7704.05 5037.04 104883 95650.8 50412.5 2667.01 81252.7 26043.5 3653.07 56781.1 11507.9 7647.75 6206.37 4145.49 1834.17 54951.2 5194.63 49756.6 1663.67 49839.5 24427.3 25412.1 internal_count=1411875 693515 674818 718360 620683 514761 84016 51010 32271 21122 430745 392140 203599 11149 332832 108573 15299 237576 54135 33006 27081 18095 7602 229315 21171 208144 6994 200175 97986 102189 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 2 2 2 2 2 3 3 0 1 2 3 2 1 2 0 0 2 1 3 0 2 2 0 0 split_gain=2914.39 1830.75 644.995 471.271 324.83 215 265.107 266.211 267.656 287.071 252.368 241.075 214.527 208.545 187.065 176.689 241.059 182.349 160.578 172.423 313.563 207.96 158.874 190.17 270.28 155.984 142.101 236.928 130.982 124.889 threshold=1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 11728.783203125002 -1.4999999999999998 1.1510000228881838 2855.797973632813 1681.4685058593752 249.38574218750003 174.82500457763675 216.45584106445315 5.9049999713897714 74.000000000000014 49.500000000000007 -10.499999999999998 756.59011840820324 1.532000005245209 277.04620361328131 -17.499999999999996 25386.748046875004 44.500000000000007 20.500000000000004 6643.0878906250009 1.5000000000000002 1.0619999766349795 50.500000000000007 1148.2519531250002 7269.3449707031259 54.500000000000007 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 -1 14 5 18 6 7 8 9 -2 -7 15 29 -10 -3 16 17 28 -4 21 -21 -20 23 24 25 -8 -23 -28 -12 -5 right_child=3 2 4 12 -6 10 22 -9 13 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 26 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030372020665836927 -0.0078349282008472465 0.023834238575852165 0.012172037474825443 0.0014593226229861693 0.00085493859485394612 -0.0078556827593810642 -0.010943109581395535 0.0018485599496748683 -0.021753271569936672 0.0078216957667115207 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24639 200722 33006 27081 18095 7602 162990 99336 6994 200175 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 1 1 1 2 0 0 2 0 2 0 2 0 2 3 0 3 0 1 2 0 0 2 2 2 split_gain=2744.54 1770.29 612.768 444.161 313.766 205.652 176.547 165.872 158.152 147.418 256.633 198.382 140.943 138.903 166.682 223.781 191.518 239.531 130.852 214.26 147.692 146.99 268.136 151.992 135.272 127.602 130.454 164.534 119.223 220.56 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3673.1176757812505 -1.4999999999999998 74.000000000000014 6.5000000000000009 -18.499999999999996 -12.499999999999998 32150.583984375004 48.500000000000007 19.500000000000004 370.10404968261724 67.500000000000014 3645.8532714843755 51.500000000000007 1148.2519531250002 14.500000000000002 31044.129882812504 14.476500034332277 81.500000000000014 1.8174999952316286 50.500000000000007 2.5000000000000004 10983.356445312502 7.5000000000000009 52.500000000000007 94341.222656250015 912.96624755859386 4881.8349609375009 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 18 13 -4 -3 11 -11 -9 -8 14 16 -16 -2 -18 19 20 21 22 23 -5 -24 -20 27 -27 -13 -30 right_child=3 2 4 5 -6 -7 12 9 -10 10 -12 28 -14 -15 15 -17 17 -19 25 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31 leaf_value=0.030138914639405111 -0.0040050154205947628 0.025748573417549873 0.012632765696818989 -0.0041182581741357333 0.00088170659694054084 -0.018808345256254216 -0.015241767429365486 0.0080141696555945784 0.0083990365644853876 -0.0049626426193699587 0.011087853542125289 0.00090949512502681374 -0.005901344123077139 -0.007718244464102862 -0.003373177408578266 -0.01291795553390758 -0.0072558503703835705 0.0006130483237998264 0.0032347676237606217 -0.0099866239905467679 -0.0090154304889059622 6.0266091542992284e-05 -0.0027631266209636588 -0.012467187582546458 0.0060056658490442276 -0.00023162040002177307 0.0029921571211960728 -0.008128135673654972 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122.282 120.403 352.074 217.34 174.22 231.925 210.038 403.271 threshold=1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 11728.783203125002 -3.4999999999999996 1.1510000228881838 2855.797973632813 1681.4685058593752 249.38574218750003 174.82500457763675 216.45584106445315 5.4584999084472665 49.500000000000007 74.000000000000014 -10.499999999999998 756.59011840820324 1.532000005245209 277.04620361328131 6643.0878906250009 1.5000000000000002 1.0619999766349795 50.500000000000007 54.500000000000007 18.500000000000004 89168.484375000015 1681.4685058593752 49.500000000000007 2406.084106445313 5311.5163574218759 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 -1 14 5 -4 6 7 8 9 -2 -7 15 -10 -5 -3 16 17 22 19 20 21 -8 -12 24 25 -6 28 -28 -25 -30 right_child=3 2 4 13 23 10 18 -9 12 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 -29 29 -31 leaf_value=0.029908608035758504 -0.0074694646210828018 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1985.0816612392664 1439.3105307072401 2032.9557952731848 2278.2073881328106 1060.1919605433941 823.66141733527184 49581.547707557678 2270.9553982466459 13517.57467623055 14242.443711280823 19159.232017427683 11575.866351649165 7178.1956633478403 leaf_count=18697 14837 3443 95705 200175 36346 38605 3242 18739 6741 6285 3563 59308 4408 3424 61230 224259 93274 8305 5925 8986 10493 4360 3431 200473 9091 56019 57529 79577 46629 28776 internal_value=2.0716e-05 0.00272518 0.00237988 -0.00251552 0.00183239 -0.00344983 -0.00620974 -0.00360246 -0.0068958 -0.00292268 -0.00292449 -0.00248498 -0.0144338 -0.000204136 0.00826187 -0.00187901 -0.00389186 0.00309389 -0.0104554 -0.0124949 -0.00886716 -0.000586789 0.0101929 0.00126974 0.0031655 0.0043233 0.000816336 0.00259204 -5.16073e-05 -0.00275594 internal_weight=339134 164124 162065 175010 148265 124632 19929.4 12347 7672.42 5024.25 104702 95509.4 2648.17 50378.6 13800.3 81154.4 25975.1 3653.54 7582.42 6143.11 4110.15 1831.94 1668.46 126070 24332.3 22061.4 101737 33401.7 68335.6 18754.1 internal_count=1411875 693515 674818 718360 610145 514761 84016 51010 32271 21122 430745 392140 11149 203599 64673 332832 108573 15299 33006 27081 18095 7602 6994 514440 101456 92365 412984 137106 275878 75405 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 1 3 1 1 1 3 3 2 2 2 0 0 2 0 0 3 2 3 0 2 2 2 0 2 0 split_gain=2434.01 1654.99 551.557 395.622 287.32 198.312 184.6 157.158 154.568 152.771 146.978 191.026 267.287 164.792 137.276 238.457 183.914 127.249 119.429 116.573 115.538 209.157 156.285 196.906 132.923 114.932 219.53 107.741 135.313 163.676 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11728.783203125002 -1.4999999999999998 4.5000000000000009 74.000000000000014 30.500000000000004 -18.499999999999996 -1.4999999999999998 5.9049999713897714 1.1510000228881838 756.59011840820324 2855.797973632813 32150.583984375004 48.500000000000007 20.500000000000004 216.45584106445315 96.500000000000014 81.500000000000014 1.0619999766349795 3645.8532714843755 1.1980000138282778 52.500000000000007 3673.1176757812505 912.96624755859386 7269.3449707031259 44.500000000000007 3645.8532714843755 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 9 5 8 10 18 17 -4 -3 11 13 -13 -2 16 -16 -10 -7 -5 -14 21 -6 23 -22 -23 -18 27 -27 -29 -30 right_child=3 2 4 6 20 7 -8 -9 14 -11 -12 12 19 -15 15 -17 25 -19 -20 -21 22 24 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.029680853870689687 -0.003038378052508364 0.01420148432736569 0.01216264467688275 9.0305709406836223e-05 -0.0014766955031467622 -0.014837923002128597 -0.017504878924330339 0.0056820535020311088 0.0074581171980992672 0.0064905493065136816 -0.0059944320374576664 -0.0040493985939849628 -0.00026471057870923757 -0.009122467009634122 -0.0048404533760286221 0.010655092252091328 0.0007094549566206966 -0.0062431933703199823 -0.022066247338142761 -0.0096408734327555271 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3684 11008 internal_value=2.01549e-05 0.00264615 0.00231013 -0.00244147 0.00182949 -0.00334885 -0.000198066 -0.00653791 0.00351873 0.00868714 -0.00289947 -0.00250793 -0.00189707 -0.00541235 0.00323427 -0.00141014 0.00371993 -0.00729039 -7.49299e-06 -0.000501078 0.000813044 0.00488524 0.000541468 -0.00318209 0.00991855 0.00282702 0.00404736 0.00572256 0.0031959 -0.0013337 internal_weight=338882 163967 161954 174915 150603 124543 50372.8 15382 56577.1 11351.2 109160 96901.6 80062.6 16839 54774.6 5185.41 49589.2 14489.8 49824.1 48564.2 94025.8 5878.57 88147.3 9097.76 3281.99 40028 25393.7 18662.5 8373.79 3473.47 internal_count=1411875 693515 674818 718360 620683 514761 203599 66006 237576 54135 448755 398057 327394 70663 229315 21171 208144 62332 200175 196970 383107 25098 358009 36566 14640 166932 106382 78625 35268 14692 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=1 0 2 3 0 1 1 2 3 2 2 0 0 3 2 2 0 1 2 1 1 0 2 0 2 2 0 2 2 0 split_gain=2256.35 1613.33 402.567 353.125 264.601 261.922 229.57 196.477 167.675 167.459 161.138 156.807 143.547 142.858 211.098 143.231 141.778 138.765 137.651 135.613 168.945 123.915 175.364 171.832 170.133 140.78 139.851 190.06 125.725 122.61 threshold=1.0000000180025095e-35 2.5000000000000004 3673.1176757812505 6.4175000190734872 1.5000000000000002 -2.4999999999999996 -12.499999999999998 99998.222656250015 74.000000000000014 52584.906250000007 15166.320312500002 4.5000000000000009 27.500000000000004 1.0619999766349795 3645.8532714843755 3673.1176757812505 52.500000000000007 -8.4999999999999982 142.45086669921878 9.5000000000000018 25.500000000000004 46.500000000000007 3645.8532714843755 36.500000000000007 457.87971496582037 1750.7693481445315 48.500000000000007 263.91864013671881 188.87422180175784 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 4 19 5 -1 10 -5 9 -4 -8 12 -11 -3 14 -7 -16 -12 -14 -15 21 -21 23 25 -2 -25 26 27 28 -23 -28 right_child=2 3 8 6 -6 13 7 -9 -10 11 16 -13 17 18 15 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 29 -29 -30 -31 leaf_value=0.029479249576447739 -0.0036518899094703586 0.008932428653062768 -0.00069288265001916753 0.019419752795964477 0.013699062565832856 -0.00066259791789853746 0.0049362789603358817 -0.00091496491495520979 -0.017206211760285875 0.020985892208252435 -0.0041021375298588075 0.0056940129918115825 0.0089429446222236038 0.0088695349159262828 0.0135356261381528 0.00077946119875487829 0.0084457708343245088 0.0023561649837461713 0.00031676518244878692 -0.011855747455778665 0.0037927201654306924 -0.0099627053507193569 -0.0090733554720412325 -0.0035307341883699939 0.0028379684997095066 -0.00093915249432007485 -0.0025409340915610481 -0.020793008403589705 0.010540785223305465 -0.0077170520515256425 leaf_weight=1978.3774157464504 32598.636187762022 6151.8721677213907 83822.13939397037 983.70091059803963 1851.1857188493013 3293.7130569964647 20309.67886056006 4698.6134265214205 557.08260974287987 1199.7998799085617 3486.4878327399492 1214.333053573966 3573.931474879384 1724.8406404107809 2652.4217834174633 1129.5873263329268 1055.8386846631765 14794.66135366261 93487.828383415937 3383.1469890922308 760.51384767889977 944.32843199372292 6793.0085544884205 6474.7727846801281 9054.1086258292198 10581.640501305461 12208.96939522028 1151.6932325065136 376.45869183540344 6215.5002408474684 leaf_count=18794 135213 26695 337683 4692 9931 13278 88989 20026 3510 6122 14148 5020 16006 6972 12303 4606 4520 62387 378188 15033 3198 3981 30428 27177 36786 42496 50909 4871 1567 25889 internal_value=7.58682e-05 0.00260859 -0.00229273 0.00214732 0.0218512 0.00149141 0.00518028 0.00466948 -0.000801906 0.00582418 0.00400466 0.0132939 0.00496611 0.000777336 0.00489 0.00972569 -0.00118545 0.00363774 0.000471704 -0.00368207 -0.00898368 -0.00342781 -0.00470186 -0.00241467 0.000182536 -0.0037585 -0.00518614 -0.0118857 -0.00411868 -0.0042871 internal_weight=338509 163587 174922 159757 3829.56 131351 28406.1 27422.4 84379.2 22723.8 29062.8 2414.13 24520.5 102288 7075.72 3782.01 4542.33 18368.6 95212.7 90542.8 4143.66 86399.1 38271.6 48127.5 15528.9 31478.6 20896.9 2472.48 1320.79 18424.5 internal_count=1411418 692677 718741 663952 28725 539103 124849 120157 341193 100131 123756 11142 105088 415347 30187 16909 18668 78393 385160 377548 18231 359317 160141 199176 63963 129713 87217 10419 5548 76798 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 1 1 2 2 3 0 2 2 3 2 0 0 2 0 3 2 1 2 0 1 0 1 2 0 split_gain=2124.83 1553.23 518.908 379.433 288.565 159.625 140.948 128.764 176.707 178.808 188.655 172.271 127.34 128.357 188.748 219.778 190.263 345.946 320.98 158.369 140.081 137.476 119.346 122.935 124.708 116.948 113.525 114.103 111.359 108.893 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3673.1176757812505 -2.4999999999999996 74.000000000000014 -1.4999999999999998 2.5000000000000004 1268.2044067382815 3645.8532714843755 2.0774999856948857 47.500000000000007 112.57336044311525 282.77769470214849 1.0619999766349795 3645.8532714843755 52.500000000000007 34.500000000000007 32150.583984375004 18.500000000000004 2.9229999780654912 4406.9799804687509 -20.499999999999996 20329.439453125004 26.500000000000004 -8.4999999999999982 95.500000000000014 4.5000000000000009 4784.4965820312509 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 6 7 22 26 -3 29 -9 10 -10 -11 -6 20 -15 19 17 18 -17 -16 -14 -19 -4 24 -24 28 27 -5 -26 -2 right_child=3 2 4 5 12 -7 -8 8 9 11 -12 -13 13 14 15 16 -18 21 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.029256256985193067 -0.0019163727674089887 0.013718286108478429 0.012646926671719461 -0.00020553568433396318 0.010292802432352505 -0.016867953501413381 0.0062968772376522765 -0.0082723524950627618 0.0021177110363333669 -0.0012179325258666286 -0.010777658381102605 -0.016697316020684597 -0.0022162082144192206 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161507 15860 6730 299033 5380 3510 38429 48455 23112 5186 5217 6260 61033 23448 42559 88711 43935 17273 30666 137866 3620 26689 31531 18565 11887 66685 1660 36990 3016 127811 internal_value=7.37208e-05 0.00253297 0.00221289 -0.00222507 0.0017463 -0.000777927 0.00841055 -0.00357474 -0.00566631 -0.00268805 -0.000183116 -0.00940651 0.00105705 0.00095173 0.00135002 0.00104039 -0.000301575 -0.00124883 0.00045205 0.00259126 -0.00153805 -0.0058007 0.00425513 0.0038597 0.0046414 0.00337441 -0.000672102 -0.000594752 0.00846681 -0.00296228 internal_weight=338270 163431 161497 174839 150190 84372.7 11307.2 90466.1 20490.5 9562.35 6965.36 2596.99 117821 116493 100427 95040.5 50952 40214.8 29275.5 44088.5 16065.5 10939.3 32368.7 30912.1 26404.3 19166.2 83821.4 83412 3349.44 69975.6 internal_count=1411418 692677 673883 718741 619594 341193 54289 377548 88230 39775 28329 11446 481180 475800 411147 387699 207274 163339 119377 180425 64653 43962 138414 131684 113119 81588 337683 336023 14903 289318 is_linear=0 shrinkage=0.03 Tree=52 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 1 1 1 2 2 3 2 0 0 2 2 0 3 1 2 0 1 0 0 2 2 2 0 2 split_gain=2000.95 1501.51 490.779 357.577 272.083 151.94 134.321 126.897 158.404 119.973 120.807 181.935 160.271 225.982 322.722 302.033 203.299 154.568 131.913 113.192 115.916 119.053 151.69 110.883 163.063 261.68 163.053 129.212 132.146 180.717 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3673.1176757812505 -2.4999999999999996 74.000000000000014 -1.4999999999999998 9.5000000000000018 24.500000000000004 112.57336044311525 282.77769470214849 1.0205000042915346 3645.8532714843755 48.500000000000007 34.500000000000007 32150.583984375004 4406.9799804687509 18.500000000000004 2.9229999780654912 -20.499999999999996 20329.439453125004 31.500000000000004 -8.4999999999999982 46.500000000000007 25.500000000000004 410.89489746093756 3645.8532714843755 1750.7693481445315 48.500000000000007 263.91864013671881 decision_type=2 2 2 2 2 2 2 2 2 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 7 19 -5 -3 23 -9 -6 18 -12 17 14 15 -14 -16 -13 -11 -4 21 -21 -23 24 -2 -26 27 28 29 -25 right_child=3 2 4 5 9 -7 -8 8 -10 10 11 12 13 -15 16 -17 -18 -19 -20 20 -22 22 -24 26 25 -27 -28 -29 -30 -31 leaf_value=0.029035142715301065 -0.0043065737968323364 0.013385205156306883 0.012324662764219294 -0.00065195755246840424 0.0099953982087627024 -0.016534418714143267 0.0061228610420909742 -0.011536218466293869 0.0032044691918246457 -0.0021493818264284857 0.010516869010782011 0.0057490857673806479 0.0022487253163214426 0.0032809263882317939 -0.00013627941232892296 -0.0046920610694997636 -0.0090386745481346557 0.0015148727926833036 0.0097449037935122499 0.0071390093844254793 -0.0006974411772865467 0.0092054449362830356 0.0016474344989790765 -0.0038439701215258245 -0.0039191153541134928 0.001925830279472091 -0.0086579717774655889 -0.00082179989652757441 -0.0040183164990636837 -0.020137537173914293 leaf_weight=1891.2323829233646 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0.00374804 0.00450802 0.00296369 -0.00322455 -0.00226593 -0.000770064 -0.00443126 -0.00352221 -0.00489225 -0.0114183 internal_weight=338032 163272 161381 174760 150112 84364.9 11269.2 90394.6 4124.67 117783 116456 100389 98493.9 53325.9 39254.1 29269.4 9984.72 45168 16066.7 32329 30879 26370.8 16617 86270 48077.1 27741.5 38192.9 31432.6 20852.9 2462.74 internal_count=1411418 692677 673883 718741 619594 341193 54289 377548 18231 481180 475800 411147 402287 217435 159483 119377 40106 184852 64653 138414 131684 113119 70817 359317 199176 114701 160141 129713 87217 10419 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 2 2 2 3 0 0 0 1 2 1 3 1 2 0 0 2 2 0 0 0 1 1 0 3 split_gain=1884.29 1451.38 464.129 338.697 257.715 181.76 225.246 216.046 200.269 231.034 179.755 144.708 133.796 131.526 129.688 153.743 215.317 129.549 126.851 205.523 131.597 139.761 294.119 171.141 127.384 120.647 120.471 120.229 114.495 105.384 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11728.783203125002 -1.4999999999999998 1.1510000228881838 2808.646850585938 2267.636352539063 564.90808105468761 5.9049999713897714 48.500000000000007 96.500000000000014 81.500000000000014 -12.499999999999998 6643.0878906250009 1.5000000000000002 1.0619999766349795 -16.499999999999996 32150.583984375004 55.500000000000007 27.500000000000004 4881.8349609375009 1192.975524902344 63.500000000000007 48.500000000000007 50.500000000000007 1.5000000000000002 -6.4999999999999991 1.5000000000000002 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 -1 13 5 17 6 7 10 26 12 -2 28 -10 -3 15 16 25 -4 20 -20 -19 22 -22 27 -23 -8 -7 -24 -5 -6 right_child=3 2 4 11 29 8 14 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 21 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.028815702682674332 -0.010867956139821139 0.023322917506031691 0.010325477705661709 -0.014422417021828329 0.0045819058412238881 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4477.885911360383 2272.763505846262 1080.6949574947357 2880.551150739193 1061.5897440910339 11697.273306027055 10128.5274002105 49707.640764445066 87857.848087057471 leaf_count=18794 13381 2555 10312 3152 25104 75453 3253 9193 247270 50825 28260 1090 6370 51734 5976 9083 10682 63970 16391 4527 54641 18415 10191 4539 12032 4382 50667 42358 199704 357114 internal_value=6.9594e-05 0.00238828 0.00208526 -0.0020956 0.00164491 -0.00293732 -0.00556922 -0.00305319 -0.00243704 -0.00160321 -0.00496505 -2.23906e-05 -0.000861583 0.0079674 -0.00962953 -0.0115341 -0.00820342 0.00324848 0.00295602 -0.00153687 0.00342574 0.00239595 0.00340524 0.00652221 -0.00126457 -0.000537426 -0.00450768 0.00752 9.07259e-05 0.000680851 internal_weight=337794 163115 161266 174679 150034 124238 19843.8 12251.8 104394 74424.2 9958.28 50440.9 62182.7 11232 7592 6142.63 4115.71 56332.4 54096.8 5120.35 48976.4 34046.3 26687.8 13482 7358.44 1830.73 29970 12401.3 50192.1 93701.5 internal_count=1411418 692677 673883 718741 619594 514795 84210 50834 430585 304465 41641 203946 253640 54289 33376 27400 18317 237376 227064 20918 206146 142176 111729 57088 30447 7635 126120 52549 202856 382218 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 2 2 2 3 0 0 2 3 2 1 2 1 3 0 2 0 2 3 2 0 0 2 2 0 split_gain=1774.37 1402.81 438.911 319.033 243.79 171.701 213.343 203.427 194.767 182.731 169.777 136.518 129.597 160.731 177.305 127.286 123.028 146.292 204.291 113.639 113.265 112.789 112.773 168.227 149.993 209.606 303.522 261.673 189.406 145.567 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11728.783203125002 -2.4999999999999996 1.1510000228881838 2808.646850585938 2267.636352539063 216.45584106445315 5.9049999713897714 48.500000000000007 96.500000000000014 756.59011840820324 1.532000005245209 277.04620361328131 -3.4999999999999996 6643.0878906250009 1.5000000000000002 1.0619999766349795 50.500000000000007 112.57336044311525 54.500000000000007 282.77769470214849 1.0205000042915346 3645.8532714843755 48.500000000000007 36.500000000000007 32150.583984375004 4143.0483398437509 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 15 5 -4 6 7 10 -7 12 -2 -5 13 14 21 -3 17 18 19 -8 -6 -10 -22 -24 29 26 27 -26 -28 -25 right_child=3 2 4 11 20 8 16 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 24 25 -27 28 -29 -30 -31 leaf_value=0.028597740023860056 -0.010565569700825561 0.016525661485021253 0.0039071082069158563 8.7992958164267567e-05 0.0096838747344592663 -0.0065459079532606025 -0.0093182749665376863 0.0050895025788938167 0.0021889278503561338 -0.0053109672259933722 -0.0021473088234566563 -0.022221138331363625 -0.00064148140366667838 -0.0041491969399112018 -0.0034181340798678118 0.0065874511569567994 -0.0015111808885615832 -0.01785184245540257 -0.013988016676492659 0.005831148883103405 -0.0014696046440984926 0.017920020167695373 0.010113438975000144 0.0055471213522370784 0.0018213132003705819 0.003132854571372452 7.1727436459819607e-05 -0.0045351928680852204 -0.0095188617806463826 0.0014350634933417233 leaf_weight=1807.9253285378218 3159.5770434141159 1314.1149089187384 32252.127860978246 50187.628744587302 1325.3094011545181 9149.0689664185047 767.46275815367699 2293.9480240345001 830.88740861415863 12714.423284396529 6789.19536934793 248.09045594930649 56529.877216681838 22355.955065578222 1955.436670511961 9881.5125810652971 1449.0240710675716 2015.3473004102707 2273.2425055205822 1062.693860039115 16066.966272011399 810.16514165699482 1885.7035784721375 9934.2498607933521 23209.560156807303 14059.679880470037 2811.5206110775471 7783.2086357027292 5437.7789382040501 35205.9609503299 leaf_count=18794 13381 6751 138414 202856 5380 38676 3253 9193 3522 52839 28260 1090 230033 93918 8217 47538 5976 9083 10682 4382 64653 3380 8860 42559 95086 57952 11350 31265 21782 142293 internal_value=6.76058e-05 0.0023188 0.00202402 -0.00203381 0.00159627 -0.00285117 -0.0054116 -0.0029639 -0.00236506 -0.00196325 -0.00482082 -2.17444e-05 -0.00144721 -0.00320225 0.002684 0.00775397 -0.00937135 -0.0112328 -0.00798188 -0.000521651 0.000963158 0.00995515 0.000863861 0.00123755 0.00106753 -1.01187e-05 -0.00113619 0.000225005 -0.0062502 0.00234003 internal_weight=337568 162976 161168 174592 149972 124156 19810.5 12242.7 104346 95196.7 9948.77 50435.7 82482.3 25952.4 3596.49 11195.6 7567.77 6118.75 4103.4 1830.16 117720 1641.05 116395 100328 98442 53301.7 39242.1 30992.8 8249.3 45140.2 internal_count=1411418 692677 673883 718741 619594 514795 84210 50834 430585 391909 41641 203946 339070 109037 15119 54289 33376 27400 18317 7635 481180 6902 475800 411147 402287 217435 159483 126351 33132 184852 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 2 1 0 3 0 2 2 3 0 2 0 0 2 0 0 2 2 2 2 2 2 2 0 2 split_gain=1664.48 1342.66 418.821 282.978 184.422 176.997 154.633 145.28 144.282 114.076 135.57 111.712 129.031 152.458 131.844 129.924 200.395 470.928 247.909 174.924 160.572 139.12 114.815 114.679 118.583 112.641 112.058 111.338 109.148 105.84 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 12255.386718750002 -5.4999999999999991 2.5000000000000004 1192.975524902344 -10.499999999999998 96.500000000000014 5.9049999713897714 45.500000000000007 112.57336044311525 282.77769470214849 1.0205000042915346 26.500000000000004 3645.8532714843755 48.500000000000007 40.500000000000007 28052.395507812504 17.500000000000004 34.500000000000007 5083.1333007812509 4063.8671875000005 3673.1176757812505 7957.9211425781259 1681.4685058593752 52584.906250000007 2629.156860351563 1.5000000000000002 3645.8532714843755 decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 -4 28 10 -2 -6 14 22 -13 19 17 18 20 25 -17 -22 -14 -19 -25 -15 -18 -21 -5 -8 right_child=3 2 7 8 11 6 29 -9 -10 -11 -12 12 13 15 -16 16 26 23 -20 27 21 -23 -24 24 -26 -27 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1.5000000000000002 -17.499999999999996 16278.651855468752 52.500000000000007 606.20260620117199 3645.8532714843755 37.500000000000007 48.500000000000007 17.500000000000004 78.500000000000014 31044.129882812504 82.500000000000014 51.500000000000007 35.500000000000007 2.5000000000000004 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 5 6 15 -3 7 8 23 13 -9 14 -11 -8 -5 -4 18 -18 22 -20 -21 -22 -17 -2 25 26 27 29 -29 -16 right_child=3 2 4 11 -6 -7 9 10 -10 12 -12 -13 -14 -15 24 16 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.028004180565569248 -0.0023897582335081504 0.019587116947226719 0.0096704182215905776 -0.014621972538812171 0.00057825464229927588 0.0057199192812836192 -0.016100691573203707 0.0010457709703731097 -0.0072392226389558743 -0.015580672161400034 -0.004292193296028873 -0.02172022887712351 -0.0058532086004599842 -0.0021605134773563222 -0.0079479499836045756 0.018748165546390645 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split_feature=1 0 3 2 1 1 1 0 2 2 2 0 2 0 0 2 2 3 0 1 2 2 2 1 0 0 2 3 2 0 split_gain=1475.81 1253.12 378.749 256.067 187.329 138.721 141.595 132.292 333.056 182.801 262.204 129.079 123.391 315.403 304.388 273.809 268.261 164.094 179.347 177.323 130.543 126.794 118.289 117.371 115.088 112.705 106.158 148.375 151.878 129.118 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 3673.1176757812505 -16.499999999999996 8.5000000000000018 24.500000000000004 17.500000000000004 99998.222656250015 2668.121704101563 8136.8720703125009 96.500000000000014 5664.3623046875009 50.500000000000007 33.500000000000007 17636.074218750004 999.28067016601574 1.0205000042915346 44.500000000000007 -4.4999999999999991 112.57336044311525 8492.8930664062518 52584.906250000007 -1.4999999999999998 31.500000000000004 28.500000000000004 3645.8532714843755 1.8989999890327456 1148.2519531250002 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 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63151 3657 34466 11052 59494 40984 18510 43343 6777 2186 11376 3851 399358 351458 274488 76970 18963 58007 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 1 1 0 3 3 2 2 2 2 1 2 0 0 0 0 2 0 2 0 2 2 0 2 0 split_gain=1308.37 1169.02 344.586 230.21 172.84 149.129 123.267 121.816 120.807 110.2 124.311 179.744 159.661 290.277 137.905 108.259 101.025 92.9081 92.0931 90.1999 203.948 165.409 585.727 350.143 312.635 1082.15 234.457 448.008 134.865 125.88 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 12255.386718750002 -17.499999999999996 3.5000000000000004 -1.4999999999999998 24.500000000000004 96.500000000000014 5.9049999713897714 1.1980000138282778 756.59011840820324 238.39634704589847 174.82500457763675 389.89239501953131 -1.4999999999999998 216.45584106445315 1.5000000000000002 82.500000000000014 16.500000000000004 48.500000000000007 89168.484375000015 2.5000000000000004 56351.945312500007 2.5000000000000004 99998.222656250015 39331.130859375007 5.5000000000000009 50250.322265625007 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 4 5 -3 9 -6 16 17 10 12 -12 13 -2 -14 -4 -7 -5 -13 21 -21 22 23 28 25 -23 27 -24 -19 -28 right_child=3 2 15 8 6 7 -8 -9 -10 -11 11 18 14 -15 -16 -17 -18 19 -20 20 -22 24 26 -25 -26 -27 29 -29 -30 -31 leaf_value=0.027355120506498101 -0.0037096287319451108 0.0099967377221037729 0.014896147720090031 -0.013295148106700011 0.0024288230038194626 -0.011454671003493809 0.00065383056181339528 0.0037399252799447656 -0.021102530623757713 -0.0047064487450918522 -0.0029495485070604554 0.00029394364163474703 -0.020259615507570498 0.012239876264081221 -0.0047821778497559178 0.006136294778107035 -0.0046580118050260997 -0.021009672865546551 -0.0094505669726502022 -0.0035560751594161106 0.0020064074871566102 -0.029239192675885105 -0.013940119995943795 0.0015040165050059441 -0.0058056566696061528 0.016473643048240613 0.014332150001547904 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135.691 111.938 130.937 222.629 107.111 171.87 150.169 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 25386.748046875004 -12.499999999999998 8.545499801635744 4.5000000000000009 27.500000000000004 79088.097656250015 2.5000000000000004 50250.322265625007 -5.4999999999999991 4881.8349609375009 8.5000000000000018 51.500000000000007 3912.1914062500005 96.500000000000014 4.5000000000000009 -29.499999999999996 50.500000000000007 65292.480468750007 46.500000000000007 25.500000000000004 410.89489746093756 29.500000000000004 5664.3623046875009 46.500000000000007 1148.2519531250002 45.500000000000007 2855.797973632813 decision_type=2 2 2 2 2 2 2 2 2 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 15 24 10 -10 -6 12 -4 -5 -15 21 20 -12 -14 -20 -16 22 -2 -24 -8 27 -27 -26 -29 -30 right_child=3 2 11 13 8 -7 7 -9 9 -11 17 -13 18 14 16 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 28 29 -31 leaf_value=0.027190485380953981 -0.0032794683854293614 0.016704725954310801 0.0070218998703588482 0.0028179747373404743 0.0043172196868451846 -0.0059229442795945397 -0.0011089006273191657 0.0061873057992664756 0.013343872191945617 -0.0033846313293504982 0.01856638553777467 0.00060650578329376917 0.02402270267415442 -0.0032009783597121257 -0.00019110478142464512 -8.062712286919778e-05 -0.020118653349044644 0.0041149447735408977 -0.0043078764383692033 0.0088527222005775948 0.0084790359174958686 -0.003530685035776083 -0.0023620565838849247 0.0020078499011081208 -0.0093515518087853057 -0.02124133945225171 -0.0026845162868637594 0.003633730937677783 -0.00070618473383221038 -0.013182426894260028 leaf_weight=1572.5388002693653 15257.929740533233 1200.5285847485065 6948.9646968245506 13564.687916070223 23401.824662789702 11047.544449806213 3586.170284897089 1332.8228976875544 1014.5268226116896 5073.8829137682915 1325.7601867169142 116780.67321044207 177.98335751891136 11653.88812546432 3585.2243025451899 38512.711667358875 229.11547285318375 915.66005238890648 3166.8241291642189 792.32129825651646 2394.4485329240561 34988.644955635071 11556.988156601787 14318.14789904654 3999.9600081294775 1383.5860895216465 1004.1462143659592 2193.9978247433901 1696.6935325115919 1778.3131539076567 leaf_count=18691 63423 6065 31357 55366 104012 46381 15158 5486 5664 21624 7054 477139 832 46726 14409 155003 1020 3764 13576 3482 9638 146899 48232 58307 18989 5684 4098 9035 6920 7833 internal_value=-2.2574e-06 0.00188371 0.00163622 -0.00176133 0.00442826 -0.002261 -0.00195362 -0.0048239 0.0039638 -0.000597119 0.00504668 0.000917132 0.00418926 0.000506854 -0.00124818 -0.00152857 0.00241721 0.0126627 -0.000568618 -0.00167412 0.00328069 -0.00226113 -0.00118123 5.6055e-05 -0.00576209 -0.00714615 -0.0134374 -0.00559254 -0.00294025 -0.00709082 internal_weight=336457 162371 160799 174085 32932.2 142658 131610 16975.7 31731.7 6088.41 25643.2 127867 11086.1 31427.4 17862.7 114634 6208.79 2241.42 4137.13 3959.15 5979.67 76121.7 41133.1 25875.1 15642.9 12056.7 2387.73 9668.96 5669 3475.01 internal_count=1411867 693260 674569 718607 148183 591448 545067 73203 142118 27288 114830 526386 49247 127159 71793 471864 25067 10818 17890 17058 24047 316861 169962 106539 67717 52559 9782 42777 23788 14753 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 3 2 0 0 1 0 2 2 2 2 2 0 1 3 0 1 2 0 2 2 0 1 1 2 split_gain=1167.74 1091.05 343.455 206.401 176.968 168.125 168.454 191.16 133.292 133.691 131.216 126.632 125.613 219.582 179.306 235.615 232.36 186.343 124.146 213.601 117.066 115.74 112.928 107.155 106.729 106.203 103.869 95.6932 152.253 93.6051 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 25386.748046875004 -3.4999999999999996 8.545499801635744 1.1510000228881838 857.34472656250011 8.5000000000000018 51.500000000000007 1.5000000000000002 96.500000000000014 2855.797973632813 6949.8193359375009 1681.4685058593752 249.38574218750003 174.82500457763675 49.500000000000007 1.5000000000000002 1.0619999766349795 82.500000000000014 -1.4999999999999998 65292.480468750007 50.500000000000007 94341.222656250015 112.57336044311525 89.500000000000014 4.5000000000000009 24.500000000000004 2215.613159179688 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 12 10 -5 24 -8 22 14 18 15 16 -2 -17 19 23 27 -3 26 -14 -10 -6 -11 -9 -29 -23 right_child=3 2 4 8 25 -7 7 20 9 11 -12 -13 13 -15 -16 17 -18 -19 -20 -21 -22 29 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.026976275936187254 -0.005706939886114714 0.011640186696573601 0.0036856300816448255 0.0027339685744484188 0.0090134032956042092 -0.0057506939547435753 -0.0017930093034405016 0.00011117237800783385 -0.0013715913590204892 0.0013548557006757972 -0.0054589231828200005 -0.019578275308776268 -0.00816856875100197 0.00056707171456278995 0.0021542501865467272 -0.019259974628307103 0.0085218002263644996 -0.0028785490484447562 -0.016326811722817594 -0.013409101473447359 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36388 internal_value=-2.13563e-06 0.00182866 0.00158801 -0.00170927 0.00121216 -0.00219428 -0.0018959 -0.00143216 0.000491748 -0.001211 -0.00317911 0.00234556 -0.00438108 -0.00719391 -0.00243827 -0.00531002 -0.00146198 -0.0126299 -0.0102069 -0.00720797 -0.000543847 0.00670526 0.00318313 0.000379601 -0.00310534 0.000782085 -0.000185368 -0.000329945 -0.0030713 0.00478577 internal_weight=336266 162256 160718 174010 149721 142589 131552 110865 31421 17858.9 37371.1 6206.5 20687.3 8451.32 12236 7528.41 4934.41 2594.01 6087.87 4085.75 73493.4 10996.6 5978.12 1837.46 11652.4 127544 3585.27 71220.4 9871.73 7917.15 internal_count=1411867 693260 674569 718607 620195 591448 545067 456777 127159 71793 158033 25067 88290 37265 51025 32136 20992 11144 27617 18449 298744 54374 24047 7704 46726 522978 14409 289401 40685 38492 is_linear=0 shrinkage=0.03 Tree=62 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 3 1 1 2 0 2 2 1 0 0 3 2 0 0 0 2 0 2 2 2 0 2 2 split_gain=1099.46 1053.36 329.599 194.349 189.966 179.782 253.24 158.402 160.939 175.812 130.022 144.453 129.699 150.154 127.1 125.442 125.819 121.808 166.419 119.463 107.078 186.955 149.048 187.142 136.379 116.283 113.473 149.28 106.351 106.281 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 25386.748046875004 -12.499999999999998 79088.097656250015 2.5000000000000004 8.545499801635744 4.5000000000000009 24.500000000000004 52584.906250000007 4.5000000000000009 1898.8924560546877 12538.349609375002 -1.4999999999999998 8.5000000000000018 51.500000000000007 1.1510000228881838 857.34472656250011 96.500000000000014 49.500000000000007 45.500000000000007 6054.8757324218759 34.500000000000007 16701.354492187504 9293.0400390625018 2450.0637207031255 51.500000000000007 65292.480468750007 11197.012207031252 decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 10 -7 8 17 -10 12 -12 -6 -14 29 -5 -17 -2 -19 28 21 22 -16 24 -24 -25 -22 -28 -18 -4 right_child=3 2 14 15 5 6 -8 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1646.5113143622875 1191.6521882265806 956.45569296181202 8920.0853723585606 9360.3120207488537 32671.661033719778 11650.372986882925 3585.0100444704294 33620.710872650146 63373.066653758287 227.64315502345562 10617.296604394913 6781.2640587836504 4306.3055047243834 1087.336239695549 5082.9322906285524 2625.2610933929682 2718.2515325844288 11563.512492358685 2391.2208240926266 8505.4773093163967 leaf_count=18691 74476 6424 165200 55366 33787 5664 22536 46381 66389 6814 6462 3919 39714 41455 131798 46726 14409 140366 257022 1020 42832 27371 17408 4350 20345 10522 12483 47162 9638 35137 internal_value=-2.04941e-06 0.00177502 0.00154105 -0.00165887 0.00408553 0.00366514 -0.000913553 -0.0021297 -0.00184006 -0.00457001 0.00469293 0.0117858 0.00410538 0.00273275 0.000815367 0.000477103 -0.00117499 -0.00143652 -0.00102031 0.00227616 6.58545e-05 -0.000701923 -1.322e-05 -0.00271654 -0.000461963 -0.00841841 0.00168641 0.00343261 0.00308865 0.00203631 internal_weight=336080 162155 160651 173925 35650.1 34383.1 6303.16 142511 131484 16932.5 28079.9 2148.11 25931.8 18280.4 125001 31413.8 17854.2 114551 96993.8 6203.87 77453.8 52554.8 45773.5 13101.8 9389.24 3712.6 24899.1 14281.8 5976.23 47547.2 internal_count=1411867 693260 674569 718607 159961 153537 28200 591448 545067 73203 125337 10381 114956 81169 514608 127159 71793 471864 397388 25067 314271 211794 184423 52625 37753 14872 102477 59645 24047 200337 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 2 2 2 3 0 2 2 2 1 1 0 2 3 1 2 2 2 3 3 2 0 0 2 0 split_gain=1035.19 1016.81 313.646 183.79 161.874 132.047 209.017 206.292 173.746 155.786 138.108 183.062 225.427 132.47 118.994 110.57 108.824 100.684 96.7025 89.2392 87.2559 86.823 85.0976 124.86 117.557 108.049 179.892 306.618 177.67 151.712 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11728.783203125002 -3.4999999999999996 1.1980000138282778 216.45584106445315 2911.024291992188 2320.079467773438 5.9049999713897714 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 2.5000000000000004 -10.499999999999998 81.500000000000014 112.57336044311525 74.000000000000014 -29.499999999999996 1898.8924560546877 157.11404418945315 282.77769470214849 1.0205000042915346 2.9229999780654912 3645.8532714843755 48.500000000000007 40.500000000000007 32150.583984375004 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 15 5 19 7 -7 8 10 16 11 13 -13 -2 -9 -3 -8 -6 -5 -4 -17 -12 24 -24 -19 29 27 28 -27 -25 right_child=3 2 4 18 17 6 9 14 -10 -11 21 12 -14 -15 -16 20 -18 22 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31 leaf_value=0.026548339040632089 -0.0052509617014495323 0.020016557053658544 0.015524178529513884 5.0871200476743335e-05 0.0087460105620582786 -0.0064442044974390433 -0.00068543045564382812 -0.0060617898193615245 0.0044859032975036791 -0.0044396447427435875 -0.0060312625005925742 -0.019313007883261023 -0.0038134246228652283 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2936 2627 200225 5690 33477 317965 30356 11606 52810 8119 7377 6847 3224 8582 1130 6870 66241 3411 94590 50308 19280 9276 138028 3812 115913 62501 24194 34942 62381 internal_value=-1.92498e-06 0.00172325 0.00149574 -0.00160973 0.00113723 -0.00223189 -0.00174709 -0.0042155 -0.00214535 -0.00134381 -0.00366119 -0.00691017 -0.0115758 -0.00112242 -0.00791058 0.00639966 -0.000848612 0.00072606 -8.05298e-05 0.00350534 0.00573155 -0.000639742 0.000637433 0.000949095 -0.00131145 0.000811505 -6.30754e-05 -0.0010538 -3.03456e-05 0.00185306 internal_weight=335890 162031 160560 173859 149622 123580 99308.5 24271.7 15556.3 91456.3 12661.9 6101.25 3378.08 2723.17 8715.34 10938.4 78844.7 127486 50278.9 22135.2 10426.8 6560.68 126093 108708 17384.5 106753 58028 42926.7 36912.3 48725.4 internal_count=1411867 693260 674569 718607 620195 514971 411122 103849 64911 377645 53305 25906 14224 11682 38938 54374 324835 522978 203636 97217 51438 27399 517288 447235 70053 437959 237550 175049 150855 200409 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 3 1 1 2 0 2 2 0 0 1 2 0 2 0 1 0 2 0 2 0 0 2 2 split_gain=974.673 981.399 301.014 174.94 174.117 167.29 235.851 146.302 150.598 166.408 124.891 134.993 120.987 142.707 118.437 118.494 117.404 160.3 113.541 112.688 112.509 108.534 106.132 110.962 243.561 111.074 101.819 111.36 116.489 101.085 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 25386.748046875004 -12.499999999999998 79088.097656250015 2.5000000000000004 8.545499801635744 4.5000000000000009 29.500000000000004 52584.906250000007 4.5000000000000009 1898.8924560546877 12538.349609375002 8.5000000000000018 51.500000000000007 -5.4999999999999991 4881.8349609375009 50.500000000000007 3912.1914062500005 93.500000000000014 -31.499999999999996 32.500000000000007 4973.6452636718759 48.500000000000007 225.0559997558594 46.500000000000007 25.500000000000004 410.89489746093756 65292.480468750007 decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 10 -7 8 19 22 12 -12 -6 -14 -5 -16 17 -4 21 26 29 -19 -10 25 -25 -24 27 -2 -29 -17 right_child=3 2 16 14 5 6 -8 -9 9 -11 11 -13 13 -15 15 20 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.026334375293283752 -0.0030330059834823581 0.014878620870195237 0.0065318995728193916 0.0025787177242255445 0.0070777171756487628 0.012474706402323291 -0.003450187209639992 -0.0053312422370923795 -0.0012315655452089869 0.0065651816440947374 0.018258945006703428 0.0030837836250844752 -0.00013761824524892086 0.0051696803975210884 -0.0029242476878788806 0.00050654066511831262 0.00047532341691813499 0.02479770206025177 0.0090348316931847025 -1.8271147468498599e-05 -0.0091059475988007794 -0.0046658857611206949 -0.011962557606554394 -0.020241854683270579 -0.00082466981555872471 -0.003522684931529341 -0.0032021490976723343 -0.0020433213215707963 0.0020082457307955535 0.0089107631454407154 leaf_weight=1439.3670005649328 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0.00220919 -0.00358389 -0.00518416 -0.00671982 -0.0124212 -0.0051743 -0.00201053 -0.000998326 0.000200756 0.00365229 internal_weight=335706 161915 160476 173791 35550.5 34299 6291.76 142386 131377 16901.8 28007.2 2133.15 25874.1 18249 31405.1 17850.1 124925 10822.7 3984.8 114475 6201.21 3180.85 15736.6 11333.4 2417.02 8916.35 75974.1 41079.6 25847.3 5499.79 internal_count=1411867 693260 674569 718607 159961 153537 28200 591448 545067 73203 125337 10381 114956 81169 127159 71793 514608 48290 17263 471864 25067 13707 68421 49751 9987 39764 316861 169962 106539 22142 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 1 2 0 1 2 2 3 2 2 1 2 0 2 0 2 0 0 0 3 3 2 2 2 2 2 split_gain=909.684 937.104 273.159 179.639 181.672 146.559 151.795 189.441 114.465 113.174 117.787 109.983 230.64 211.108 122.628 102.983 242.319 146.437 126.008 173.936 130.34 106.334 92.5499 92.1988 91.7969 175.909 121.455 92.2749 90.3307 126.478 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 1148.2519531250002 1.5000000000000002 -12.499999999999998 79088.097656250015 2.5000000000000004 -1.4999999999999998 593.91436767578136 35406.285156250007 1.1980000138282778 2855.797973632813 6643.0878906250009 2.5000000000000004 11197.012207031252 48.500000000000007 1148.2519531250002 42.500000000000007 3645.8532714843755 48.500000000000007 54.500000000000007 6.5000000000000009 74.000000000000014 1.0619999766349795 3645.8532714843755 3673.1176757812505 142.45086669921878 2668.121704101563 7957.9211425781259 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -3 9 -8 15 -7 28 12 -5 14 -14 17 -17 -4 -19 21 -21 -20 -12 -13 25 -10 -27 -26 -11 -30 right_child=3 2 8 11 -6 6 7 -9 24 10 22 23 13 -15 -16 16 -18 18 19 20 -22 -23 -24 -25 27 26 -28 -29 29 -31 leaf_value=0.025950140469980273 -0.0016221059054198966 0.013920442280758982 0.00046787731552160587 0.0012996033395402445 -0.0053779977594353217 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1738.8568582236767 1485.6814237236977 535.62289942800999 1352.0720977783203 2287.7601081877947 940.85164260864258 70178.144311591983 4977.119055300951 9921.8158337026834 leaf_count=18751 128025 6344 71227 26591 81583 3772 5602 22565 10459 35770 13405 431377 25204 15393 6545 23541 11433 50532 15407 6807 14186 7399 6053 3643 5487 10879 3856 283325 22361 43496 internal_value=3.21595e-06 0.00162273 0.00140827 -0.00150445 -0.00303488 0.00373573 0.00336954 -0.000842925 0.000749111 0.0043195 0.00398031 -0.000896101 -0.00311455 -0.00583108 -0.00892886 0.00190781 -0.00109312 0.00255765 0.00417191 0.00174394 -0.00231188 0.00550134 0.00867625 -0.000537016 3.71509e-05 0.0036602 0.00833301 -0.000257653 0.00314444 0.0017622 internal_weight=335308 161658 160245 173650 49392.6 35366.8 34139.3 6282.17 124878 27857.1 27007.3 124257 17310.7 10715.9 6952.85 47527.9 8459.94 39067.9 22041.6 10272.2 4939.94 5332.3 4080.85 106947 77350.6 5820.35 3228.61 71530.2 22926.5 14898.9 internal_count=1411018 692657 673906 718361 209608 159368 153024 28167 514538 124857 121085 508753 73733 47142 31749 200532 34974 165558 94331 43799 20993 22806 19458 435020 314006 25194 14735 288812 101627 65857 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 2 0 1 0 1 3 2 2 0 2 0 2 3 2 2 1 3 0 1 1 2 0 0 2 2 split_gain=856.512 904.066 260.405 169.26 171.463 162.513 283.377 171.698 167.903 149.961 146.995 156.331 115.49 444.901 157.846 272.996 137.16 103.681 217.556 199.937 105.803 96.9572 188.262 90.2079 89.2542 83.1991 82.6379 110.075 87.7158 82.4827 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 1148.2519531250002 1.5000000000000002 15542.858398437502 51.500000000000007 -5.4999999999999991 36.500000000000007 -12.499999999999998 1.0619999766349795 3645.8532714843755 4143.0483398437509 51.500000000000007 999.28067016601574 43.500000000000007 145.16793060302737 1.1980000138282778 2855.797973632813 7434.1564941406259 2.5000000000000004 1.0619999766349795 50.500000000000007 82.500000000000014 9.5000000000000018 9078.9726562500018 64.500000000000014 52.500000000000007 3501.286010742188 3673.1176757812505 decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 -3 -9 -4 11 -10 14 25 16 -16 -12 18 -5 20 21 22 -20 -19 -6 -14 27 28 -17 -13 right_child=3 2 9 17 24 6 -8 8 10 -11 12 29 13 -15 15 26 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.025733465348061157 -0.001573942121755082 0.0051129614707467524 0.015365854661328645 0.0012605095059446186 -0.0045646025676266263 -0.004046604308510152 0.0048095842132447192 0.0022650265774682636 -0.00047005237524013653 0.0035123953041307672 0.0071217371134296385 0.010857869773328057 -0.01366106719780763 0.0026542089128406407 0.0071615504957003567 0.00070104767953392869 -0.0024182039176165559 -0.00050005763042864162 -0.011112071712918344 0.00030087786072882037 -0.015585366759916702 -0.0097122236539069137 0.0064284134823271513 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138.481 147.727 108.916 337.288 137.705 244.258 129.117 89.8071 240.316 184.006 117.909 186.891 126.961 89.229 88.8927 87.3818 81.2787 115.425 78.6717 137.899 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 1750.7693481445315 1.5000000000000002 15542.858398437502 51.500000000000007 -5.4999999999999991 36.500000000000007 -12.499999999999998 1.0619999766349795 3645.8532714843755 4784.4965820312509 51.500000000000007 999.28067016601574 43.500000000000007 145.16793060302737 1.1510000228881838 2855.797973632813 6643.0878906250009 1.5000000000000002 1.0619999766349795 50.500000000000007 10.500000000000002 1421.1920166015627 74.000000000000014 2363.3640136718755 4.5000000000000009 13381.118652343752 99998.222656250015 decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 -3 -9 -4 11 -10 14 -14 16 24 -12 18 -5 20 21 22 -20 -6 -16 -19 -11 -28 -29 -30 right_child=3 2 9 17 23 6 -8 8 10 26 12 -13 13 -15 15 -17 -18 25 19 -21 -22 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4409.9851011037827 4221.3744624108076 1179.4625467956066 14729.392273649573 20986.770566016436 104196.8428837508 756.12796960771084 2890.6082342118025 1931.1335136592388 2192.3933865278959 1049.4890735894442 1625.2561857998371 5018.5007363706827 530.74616847932339 5812.7325675934553 5256.5754638463259 8150.7218963205814 3454.3703165501356 leaf_count=18751 145109 42307 5286 17882 82508 53648 18038 180971 16025 26227 5922 17135 17731 17200 4800 59997 84738 422170 3263 11816 9045 10684 4344 7897 20556 3643 30676 22920 35432 14297 internal_value=3.121e-06 0.00152932 0.00132663 -0.00141667 -0.00274579 0.000768371 -0.00183053 0.00117401 0.000833921 0.00379916 -0.000172017 0.00359179 -0.000727043 -0.00380463 -0.00011445 0.00163599 -0.00174723 -0.000791368 -0.0031157 -0.00598506 -0.00901063 -0.00607039 0.00107687 -0.00488218 0.00663238 -0.000496685 0.00341074 0.00259883 0.00134209 0.00272123 internal_weight=334945 161423 160071 173522 55516.8 130586 17630.3 112956 103665 29484.1 59661.4 7667.25 51994.2 8631.36 43362.8 20927.4 22435.4 118005 13277.5 8819.75 5929.14 3998.01 1805.62 20598.9 6197.96 104728 28497.4 22674.4 16861.7 11605.1 internal_count=1411018 692657 673906 718361 235514 539068 71686 467382 425075 134838 244104 33160 210944 34931 176013 85353 90660 482847 57034 39152 27336 18291 7607 90405 25356 425813 129552 103325 72649 49729 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 2 1 2 2 1 2 0 2 0 2 0 0 1 3 2 2 1 3 0 1 1 1 0 split_gain=759.294 841.054 232.645 150.961 156.74 126.394 195.464 110.65 108.208 105.173 152.2 102.663 88.5128 210.707 132.263 113.534 161.179 112.042 100.11 84.7707 84.7178 226.726 174.182 112.107 177.029 119.485 85.2964 86.1895 115.476 96.928 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 1750.7693481445315 1.5000000000000002 79088.097656250015 2.5000000000000004 72077.554687500015 -2.4999999999999996 2363.3640136718755 12538.349609375002 -1.4999999999999998 11197.012207031252 48.500000000000007 1148.2519531250002 42.500000000000007 3645.8532714843755 48.500000000000007 53.500000000000007 10.500000000000002 1.1510000228881838 2855.797973632813 6643.0878906250009 1.5000000000000002 1.0619999766349795 50.500000000000007 82.500000000000014 24.500000000000004 5.5000000000000009 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 5 4 -2 7 -7 8 -3 -10 -11 12 14 -14 -4 -16 18 -18 -17 -6 21 -5 23 24 25 -23 27 28 -22 -30 right_child=3 2 11 20 19 6 -8 -9 9 10 -12 -13 13 -15 15 16 17 -19 -20 -21 26 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.025298968659858496 -0.0014413276228855021 0.0080503122236446588 0.00039526716010214664 0.0024842267111787868 -0.0041801070090695747 0.011671364532997086 -0.0025833336469792945 0.017538230218986619 0.0061287415697974142 -0.0016200131299266792 0.0043324693389686685 5.4040402644254179e-06 -0.0042091909585187876 0.0059961965154291834 0.0059339798562191449 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split_feature=1 0 3 2 1 2 0 1 0 1 3 2 2 0 2 0 2 2 3 2 2 1 3 0 0 2 1 2 0 0 split_gain=714.867 811.028 221.079 142.842 144.998 140.359 244.768 147.731 145.646 133.858 133.309 140.557 88.9484 411.15 136.183 236.558 111.082 92.0313 88.5968 184.614 174.005 94.2001 87.4697 158.961 82.7783 78.7981 77.6963 77.6409 76.8338 100.146 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 1148.2519531250002 1.5000000000000002 15542.858398437502 51.500000000000007 -5.4999999999999991 37.500000000000007 -12.499999999999998 1.0619999766349795 3645.8532714843755 4063.8671875000005 51.500000000000007 999.28067016601574 43.500000000000007 145.16793060302737 8492.8930664062518 1.1980000138282778 2911.024291992188 7434.1564941406259 2.5000000000000004 1.0619999766349795 50.500000000000007 94.500000000000014 3673.1176757812505 9.5000000000000018 1383.2932128906252 64.500000000000014 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=1 -1 5 4 -2 7 -7 -3 -9 -4 11 -10 14 17 16 27 -12 -14 19 -5 21 22 23 -21 -20 -13 -6 -16 29 -17 right_child=3 2 9 18 26 6 -8 8 10 -11 12 25 13 -15 15 28 -18 -19 24 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.025080983625115821 -0.0014402362525862869 0.0047384037598496558 0.014522494474129425 0.0011153402520555954 -0.004188710549772664 -0.0037749304178483598 0.0044639374431754428 0.00204274601915118 -0.00048113843919505054 0.0032245992477495716 0.0063649187621325357 0.010368268120442179 -0.014136566843618536 0.0024964435828645267 0.014376230532436151 -0.0019962634056129589 -0.0023795982607870184 -0.0054788325414997195 -0.00039941801311722136 -0.010231513722514933 0.00029009998828791617 -0.0147205881697748 -0.0091610515141238198 0.0059322364500552383 -0.010334193638493581 0.00062475709560986181 -0.01096919963110516 0.0052518065060024148 -0.0056323895646199912 0.0036118671490803218 leaf_weight=1295.6408714056015 30777.073976576328 9264.6116011887789 976.24417404830456 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-41.499999999999993 -1.4999999999999998 1.1980000138282778 216.45584106445315 5.9049999713897714 2911.024291992188 1750.7693481445315 257.52690124511724 174.82500457763675 49.500000000000007 2.5000000000000004 81.500000000000014 -1.4999999999999998 74.000000000000014 16.500000000000004 84498.644531250015 2.5000000000000004 2.5000000000000004 99998.222656250015 58553.552734375007 39331.130859375007 5.5000000000000009 48.500000000000007 89168.484375000015 66.500000000000014 58553.552734375007 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 -1 4 6 -3 -6 9 -8 15 10 11 12 -2 -13 -11 -9 -4 18 19 20 23 22 27 -5 25 -22 -20 -21 -28 -30 right_child=3 2 16 17 5 -7 7 8 -10 14 -12 13 -14 -15 -16 -17 -18 -19 26 21 24 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=0.02508888085914315 -0.0046609284913871262 0.024624417121594754 0.012895532425276784 -0.035731961121952024 0.0020403864343755853 0.00034629529091438101 -0.0055602182290503616 -0.00047423462651693835 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8616.8712465167046 4181.3721739649773 595.01225477457047 3966.2748888134956 2517.9872395247221 leaf_count=18786 18673 1099 9346 2199 242831 396559 33277 322627 54694 31030 23193 9393 7782 5811 8746 7183 24286 3452 53373 970 5358 24055 8567 541 17961 34538 16768 2389 15933 10161 internal_value=-6.48153e-06 0.0014238 0.00123572 -0.00133555 0.00100737 0.000974446 -0.00189021 -0.00146442 -0.00112278 -0.00365731 -0.0019526 -0.0041957 -0.000703693 -0.0102978 -0.00666074 -0.000626946 0.00679061 9.61555e-05 0.000227744 0.00157975 0.003572 -0.00178346 0.00541063 -0.027252 0.0050218 0.00255758 -0.00112527 -0.0208962 0.0016098 -0.000964794 internal_weight=334554 161141 159871 173413 153558 153345 124990 100721 92966.5 24269.2 15481.9 9699.31 6169.01 3530.3 8787.35 79928.2 6312.4 48422.8 47934.6 23976.2 15057 8919.26 2942.45 676.384 14380.6 9935.84 23958.4 835.129 10665.6 6484.26 internal_count=1411581 692907 674121 718674 640489 639390 522409 417781 384504 104628 64852 41659 26455 15204 39776 329810 33632 196265 192813 96578 60597 35981 11926 2740 57857 39896 96235 3359 42862 26094 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 2 0 0 2 2 0 0 2 1 2 1 3 2 3 2 2 0 2 2 2 2 1 3 2 0 split_gain=665.244 768.424 214.958 144.053 135.985 134.709 232.683 121.849 156.81 294.469 198.823 154.459 111.766 110.686 105.739 101.154 98.5947 147.648 146.667 130.387 139.134 110.44 120.665 149.572 111.042 98.1592 97.6725 95.269 92.9495 91.6842 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 12538.349609375002 -12.499999999999998 14858.619628906252 51.500000000000007 27.500000000000004 5664.3623046875009 1148.2519531250002 48.500000000000007 56.500000000000007 135.51687622070315 -6.4999999999999991 358.55703735351568 -2.4999999999999996 1.1980000138282778 216.45584106445315 5.9049999713897714 2911.024291992188 2320.079467773438 48.500000000000007 263.91864013671881 1750.7693481445315 188.87422180175784 912.96624755859386 2.5000000000000004 1.0205000042915346 9759.5722656250018 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 -1 5 16 -4 7 -7 14 9 12 28 13 -9 -11 -3 -16 19 -18 -19 20 21 22 24 -24 -2 -6 -21 -15 -10 -29 right_child=3 2 4 -5 25 6 -8 8 10 11 -12 -13 -14 27 15 -17 17 18 -20 26 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.024872556804920731 -0.0058301796048016163 0.010153265323912822 0.014497965613141855 9.3323316105821586e-05 0.012729029680758954 -0.0036280792739979595 0.0042860104623060353 0.0059125077767608527 -0.009808835255326772 0.0097617801910793826 0.0020500833186361768 -0.0013559182692943453 -0.0012971405742220406 0.010297569732544762 0.0058498978456547456 0.001361155245569744 -0.0054008836268076036 -0.0006081927773827282 -0.0040410200675024066 -0.0048215328819492965 0.0040277250406166882 -0.0011414795486834005 -0.016396547365021469 -0.0010741893270088836 0.010024257191082374 0.0028136454549661811 -0.012538816528639857 0.0047305038225583431 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0.00383496 0.00273987 0.00229732 -0.00183441 -0.00142091 -0.00108932 -0.00355209 -0.00189557 -0.00326204 -0.00699072 -0.011272 -0.00142485 0.003138 -0.00647454 0.00326323 -0.00632596 0.00280862 internal_weight=334398 161061 159818 173337 29379 130439 18237.2 112201 83194.1 72613.3 10580.8 35655.6 36957.7 29398.4 29007.4 27373.3 124932 100692 92948.6 24240 15470.8 12570.8 4557.36 2575.93 1981.43 28397.9 8769.22 26812 6291.17 25184.4 internal_count=1411581 692907 674121 718674 135051 539070 74218 464852 343403 300212 43191 149668 150544 123908 121449 114621 522409 417781 384504 104628 64852 53227 19571 11000 8571 129677 39776 111827 25566 103761 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 2 1 1 3 1 1 3 3 2 2 2 2 0 1 3 2 1 2 2 2 3 2 2 2 0 split_gain=626.308 740.797 208.537 140.541 143.86 125.09 124.302 118.714 116.587 104.441 87.2304 85.9459 97.1549 129.197 114.847 251.745 118.803 83.9482 79.3953 78.9117 68.6007 66.4789 66.325 61.6231 61.6434 92.1821 97.7333 103.555 64.9402 123.551 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 5.5000000000000009 24.500000000000004 11728.783203125002 -41.499999999999993 82.500000000000014 3.0835000276565556 -1.4999999999999998 -1.4999999999999998 5.9049999713897714 1.1980000138282778 756.59011840820324 238.39634704589847 174.82500457763675 389.89239501953131 81.500000000000014 10.500000000000002 74.000000000000014 2320.079467773438 1.5000000000000002 87.134357452392592 135.51687622070315 282.77769470214849 1.0205000042915346 4063.8671875000005 3645.8532714843755 3645.8532714843755 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 6 5 8 11 -3 -6 18 -8 -4 12 14 21 15 -2 -16 20 -5 -7 -15 -14 -13 -11 -25 26 27 -26 29 -27 right_child=3 2 10 4 7 19 9 -9 -10 23 -12 22 13 17 16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 28 -28 -29 -30 -31 leaf_value=0.02465552909591567 -0.0034254233910133687 0.023992356309882987 0.012491107561587212 -0.0045290765969455355 0.0050054352087000337 0.00044793426546036494 0.0019334061073331041 -0.036261726180206767 -0.00016390309508863265 0.0065116815093972649 0.0044276999459656081 -0.040954206434295835 -0.0012877620518642345 0.0028253029348452234 -0.017742956062244294 0.010784880235745413 -0.0038425027026311761 -0.0075236469139587109 -0.0098798305404473475 -0.011901221334053014 -0.0001225192241227911 -0.0042707323271294643 -0.0037695607398380263 -0.0017673838349159458 -0.0013625120528197687 0.0044028857287200232 -0.0083032462368154581 0.017354460574253241 -0.00038976802101845843 0.00032932749949792796 leaf_weight=1217.3231738805771 3857.5111611783504 210.31174845993519 1631.0410109311342 6588.4800153374672 1906.6603719890118 45918.475637570024 56796.618722304702 64.873562708497047 3388.5332748293877 1421.5876549780369 4649.4708297103643 43.324044778943062 20341.070840299129 8781.1581858992577 574.51484222710133 1582.2181977331638 15033.160195454955 1222.9499956965446 4017.7577314972878 470.47470331192017 37224.083096861839 10044.290098071098 12221.86958822608 12247.473440483212 388.15348368883133 8839.9516316205263 275.27922415733337 845.6260998249054 44738.822279527783 27694.596162796021 leaf_count=18786 16329 1099 9346 29002 7893 184754 242831 311 14160 5812 24286 182 84647 36236 2465 6572 64863 5057 17802 3341 150515 43182 51363 49196 1598 38626 1154 4628 183765 111780 internal_value=-6.04281e-06 0.0013414 0.00116373 -0.00125764 -0.00393946 -0.000985458 0.000944443 0.00364753 -0.00500829 0.000912813 0.00652176 -0.00153252 -0.00123809 -0.000747849 -0.00304589 0.000707834 -0.00435418 0.000233922 -0.006556 0.00032269 0.00044014 -0.00227382 -0.00390091 0.000311824 0.000219078 0.00051297 0.00785974 0.011466 0.000376558 0.00131497 internal_weight=334238 160956 159739 173281 15966.3 157315 153458 1971.53 13994.8 153248 6280.51 110926 98661 77613.6 21047.4 5439.73 15607.7 47228.2 10606.2 46389 46005.2 30385.4 12265.2 96451.5 95029.9 82782.4 1509.06 1233.78 81273.4 36534.5 internal_count=1411581 692907 674121 718674 69168 649506 640489 8204 60964 639390 33632 461411 409866 319637 90229 22901 67328 191808 46804 188095 186751 127829 51545 396559 390747 341551 7380 6226 334171 150406 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 2 1 3 1 1 2 1 2 0 3 3 2 2 2 2 0 1 3 0 3 2 2 3 2 2 split_gain=589.625 714.046 198.037 132.453 135.524 117.751 112.305 110.012 96.7239 94.1088 106.98 81.5064 83.6693 136.185 80.9809 91.5208 121.643 108.203 236.518 112.566 79.5366 75.4012 74.8164 71.0206 63.4475 174.281 111.234 101.656 119.842 72.3769 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 5.5000000000000009 24.500000000000004 11728.783203125002 82.500000000000014 3.0835000276565556 -1.4999999999999998 -1.4999999999999998 2406.084106445313 -40.499999999999993 94341.222656250015 55.500000000000007 5.9049999713897714 1.1980000138282778 756.59011840820324 238.39634704589847 174.82500457763675 389.89239501953131 82.500000000000014 8.5000000000000018 74.000000000000014 19.500000000000004 1.7404999732971194 216.45584106445315 149.63704681396487 1.3535000085830691 303.00918579101568 282.77769470214849 decision_type=2 2 2 2 2 2 2 2 2 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 7 14 -6 21 11 -4 -11 -3 23 -14 15 17 24 18 -2 -19 -18 -5 -7 -13 25 26 -17 28 -27 -26 right_child=3 2 9 4 6 22 -8 -9 -10 10 -12 12 13 -15 -16 16 20 19 -20 -21 -22 -23 -24 -25 29 27 -28 -29 -30 -31 leaf_value=0.024437728360630823 -0.0033253257206296845 0.021934156719898172 0.0086182549565989343 -0.0035740069513488077 0.0048529537727621383 0.0004344995152916631 -0.035415505530634085 -0.00015898897143165597 0.00020630022959177693 0.012420084425933167 0.0020163633475129327 0.0043070463209701811 -0.0084756557839508872 0.015619860247530251 -0.0037870716351384478 0.0050515670850872435 0.00039444404331890042 -0.017290838224127466 0.010440567953134553 -0.0037301621379803034 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2811 66113 internal_value=-5.83459e-06 0.00130198 0.00112931 -0.00122036 -0.00382528 -0.000956181 0.00353713 -0.00486394 0.000805424 0.00457562 0.00304827 0.0018009 0.00173446 -0.00488666 -0.00148709 -0.00120132 -0.000725558 -0.00295661 0.000686471 -0.0042275 0.000226886 -0.00636942 0.000313022 0.00194254 -0.00220682 -0.000304848 -0.00423673 0.00353594 0.0101645 -0.00319542 internal_weight=334090 160867 159675 173223 15950.2 157273 1971.99 13978.2 145958 13717.3 9955.89 54839.1 54658.7 1665.36 110888 98632.8 77599.6 21033.2 5439.78 15593.4 47230.6 10589.7 46384.9 52993.3 30369.1 10386.5 5132.39 5254.12 1491.27 19982.6 internal_count=1411581 692907 674121 718674 69168 649506 8204 60964 606367 67754 48156 233678 232758 6822 461411 409866 319637 90229 22901 67328 191808 46804 188095 225936 127829 43747 21735 22012 6225 84082 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=1 0 3 2 0 1 0 0 1 1 3 2 0 2 1 0 2 0 2 0 2 0 1 0 2 2 2 2 0 2 split_gain=555.074 688.146 191.484 126.093 127.741 114.34 111.671 100.441 103.364 205.085 128.626 173.813 157.182 121.342 92.9211 92.5416 147.41 91.6072 93.0304 97.1374 81.0148 85.7383 79.9511 74.0174 1001.46 438.96 222.559 647.511 173.901 144.519 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 29989.942382812504 81.500000000000014 -42.499999999999993 7.5000000000000009 2.5000000000000004 7.5000000000000009 24.500000000000004 2.3904999494552617 5664.3623046875009 47.500000000000007 5423.7912597656259 -1.4999999999999998 52.500000000000007 99998.222656250015 94.500000000000014 58553.552734375007 63.500000000000007 1192.975524902344 45.500000000000007 -1.4999999999999998 3.5000000000000004 65292.480468750007 72077.554687500015 99998.222656250015 89168.484375000015 2.5000000000000004 54578.230468750007 decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 23 -2 -9 10 11 20 -13 -12 -7 16 -8 18 19 -17 -10 -22 -4 24 -5 29 27 -26 -28 -25 right_child=3 2 22 6 -6 14 15 8 9 -11 13 12 -14 -15 -16 17 -18 -19 -20 -21 21 -23 -24 25 26 -27 28 -29 -30 -31 leaf_value=0.024219107815947601 -0.011876668253187157 0.024193249743045767 0.011998063069614194 -0.028307974860043359 -0.0065926828635342822 0.0018204247305572592 -0.00028550629298609056 -0.0011029899936296713 -0.010989221720162617 0.0055264246121953381 -0.0075490245979561096 -0.024948627288472726 -0.00038478630697344116 0.0068194492286880477 0.00029047379663825842 0.0098637986594702024 -0.0078918382036731356 -0.0098261055171105349 0.0077102128863051145 -0.0040169659703155848 0.0039996236373060707 -0.0068573536478534888 0.0042424604952611324 0.0099390564347516339 0.011755063746635415 -0.0034780042895875491 0.015399997534926328 -0.027275475434607805 -0.0019666388238228647 0.02785936498796061 leaf_weight=1166.777662910521 816.32130911946297 189.20242744684219 1612.4669999778271 913.8119006305933 4369.3800074011087 56756.882594540715 7863.3326227068901 130340.42850761116 1752.6108435243368 1577.0521635860205 1007.8110052198172 914.51297652721405 315.27831068634987 1113.3197202086449 96425.545482590795 602.81327949464321 3237.0650680065155 508.38581427931786 2430.5518014431 1834.72096593678 1052.0380472838879 1733.0047890692949 4634.9751477837563 2929.0015227645636 1037.1503401845694 2895.8535993546247 2160.1081161946058 606.09612037241459 683.02120853960514 470.01298987865448 leaf_count=18786 4332 1010 9346 3892 18185 242920 31516 540471 8885 6545 4597 3804 1298 4460 396559 2423 13028 2159 9819 7381 4382 7528 24286 11862 4353 11663 8975 2443 2761 1912 internal_value=-5.6427e-06 0.00126365 0.00109585 -0.0011842 -0.00154104 0.000886136 0.000652339 -0.00138408 -0.00132282 -0.00434978 -0.00632419 -0.00864734 -0.0186513 -7.4313e-06 0.000857349 -0.00093894 -0.00250364 0.00229158 0.00355706 -0.00058419 -0.00593609 -0.00275618 0.00624418 0.00289425 0.000317479 0.00510479 0.00614808 -0.00264099 0.0112279 0.0124171 internal_weight=333950 160786 159619 173164 144992 153372 28171.9 140622 139806 9465.63 7888.58 5767.44 1229.79 2121.13 153182 16476.9 11100.4 5376.47 4868.09 2437.53 4537.65 2785.04 6247.44 11695.1 5400.19 6294.87 4486.38 1643.25 2843.13 3399.01 internal_count=1411581 692907 674121 718674 604487 640489 114187 586302 581970 41499 34954 25897 5102 9057 639479 66326 44544 21782 19623 9804 20795 11910 33632 47861 22424 25437 18532 6796 11736 13774 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=1 0 3 2 3 2 1 1 2 0 3 0 2 0 0 2 1 0 2 0 2 0 2 0 2 0 2 0 2 2 split_gain=509.103 686.601 183.187 135.1 138.825 261.98 114.182 164.375 113.207 123.851 164.375 109.925 126.561 197.012 109.403 100.23 99.7636 89.5129 100.667 100.65 103.444 95.1458 86.275 789.79 201.697 529.503 147.046 143.067 176.73 104.62 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 26225.782226562504 12.393000125885012 10240.441894531252 7.5000000000000009 24.500000000000004 11728.783203125002 18.500000000000004 2.0774999856948857 29.500000000000004 5664.3623046875009 46.500000000000007 8.5000000000000018 4881.8349609375009 -1.4999999999999998 52.500000000000007 94341.222656250015 96.500000000000014 65292.480468750007 89.500000000000014 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 34238.300781250007 2.5000000000000004 89168.484375000015 56351.945312500007 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 6 -6 8 11 -2 -10 -11 15 -13 -14 22 -8 -3 18 -16 20 21 -19 23 26 27 -26 -5 28 -24 -28 right_child=3 2 -4 14 5 -7 7 -9 9 10 -12 12 13 -15 17 -17 -18 19 -20 -21 -22 -23 24 -25 25 -27 29 -29 -30 -31 leaf_value=0.024367643716581035 -0.0014617931030752656 0.0017295593915199804 0.0043525389372021193 0.012810558527797396 -0.0013975409471941461 -0.015283147609262764 -0.007824277452993262 0.0040563347002644905 0.004377230538012469 0.0021073074692644854 -0.005876432234183767 -0.0059244320208269715 -0.025283830466680191 -0.0017928192469574616 -0.00074556223357593178 0.0065725763383000738 0.00010992261216027288 0.00096730191175904646 -0.0070676346305903774 -0.017606179322441684 0.0076021617010735443 -0.017236802715356117 0.0012125087859807652 0.0087137784455233701 0.014612018842766821 -0.0040323926419408573 -0.041350494523113845 0.007769448919658895 -0.02609875027341059 -0.0081406670167220481 leaf_weight=1142.5546227321029 110965.66087372601 54795.253987088799 13646.269117191434 68.451368853449821 3483.148312613368 1884.4743741303682 775.20440223813057 1660.5877191126347 6619.2720377594233 6102.3106378465891 3745.5223770737648 4745.380451798439 840.46652808785439 520.18382813036442 8328.754930332303 992.3254631459713 91189.108928665519 3089.8968685567379 3114.4026321470737 225.38576197624207 2391.4914181083441 281.98215946555138 330.98719199001789 5604.3136336058378 2153.5089284777641 3772.5046372711658 389.83659620583057 289.38427528738976 599.41754910349846 109.3125796765089 leaf_count=18787 462624 233703 67624 391 14851 8608 3560 6887 26505 24507 14993 21822 3502 2137 33384 3975 372990 12422 12543 1036 9663 1132 1388 22693 8964 15196 1709 1163 2412 544 internal_value=-2.10969e-05 0.00119443 0.00102857 -0.00115017 -0.00153974 -0.00627252 -0.00135426 -0.004521 -0.00111734 0.00120381 -0.000929226 -0.00633002 -0.00823718 -0.0163031 0.000653081 0.000258395 0.000717854 -0.000910993 -0.0024662 0.00206065 0.00282975 -0.000555064 0.00270034 0.00529849 0.000456285 0.00274297 -0.028423 -0.010653 -0.0163829 -0.0340776 internal_weight=333857 160773 159631 173084 142335 5367.62 136967 9534.15 127433 16467.1 9847.83 7873.56 6106.03 1360.65 30749.6 1767.53 145984 17431.9 11443.2 5988.76 5763.37 3371.88 13317.7 6171.91 7145.8 5926.01 567.601 1219.79 930.405 499.149 internal_count=1411715 693104 674317 718611 593971 23459 570512 41883 528629 66005 39500 34996 27461 5639 124640 7535 606693 70180 45927 24253 23217 13554 54460 25337 29123 24160 2644 4963 3800 2253 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=1 0 3 2 3 2 1 1 2 0 3 0 2 0 0 2 1 3 0 0 2 2 0 1 2 2 0 2 2 0 split_gain=479.242 661.639 172.815 127.161 130.91 247.805 107.703 154.97 106.541 116.544 154.674 103.721 119.629 187.045 103.005 94.4348 93.9212 85.7509 84.2445 94.9713 97.7997 94.8012 85.8618 83.9217 86.9146 81.5267 131.045 85.0798 105.879 96.8475 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 26225.782226562504 12.393000125885012 10240.441894531252 7.5000000000000009 24.500000000000004 11728.783203125002 18.500000000000004 2.0774999856948857 29.500000000000004 5664.3623046875009 47.500000000000007 8.5000000000000018 4881.8349609375009 -1.4999999999999998 5.9049999713897714 52.500000000000007 96.500000000000014 56351.945312500007 94341.222656250015 88.500000000000014 -10.499999999999998 2406.084106445313 84498.644531250015 55.500000000000007 593.91436767578136 3645.8532714843755 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 -1 16 4 6 -6 8 11 17 -10 -11 15 -13 -14 -5 -8 25 -2 21 20 22 -16 -20 -4 -25 27 -27 -3 29 -29 right_child=3 2 23 14 5 -7 7 -9 9 10 -12 12 13 -15 18 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.024151734205464407 -0.0011737477234819154 -0.00010674422750490259 0.015501540279537729 0.0026210959357767707 -0.0013560870413493245 -0.014876795268546869 -0.0076099001514532087 0.0039329580767403557 0.0042463414028286973 0.0020439707903219724 -0.0057007767936600078 -0.0057573205565479256 -0.024193585289006149 -0.00096966679936720784 -0.00072321356558470256 0.0063745100279244578 0.00010662642163828377 -0.0042632045377585968 0.00056918359026602 -0.017138843595269359 0.0068218889550581098 -0.0068596664349743746 -0.017385898521364431 0.011531483746318585 0.0029687583051543134 -0.0076773045446744273 0.013923035474476755 0.0058192333487312549 0.0014397887405943751 -0.00080505298464443511 leaf_weight=1118.5500516593456 102159.42593440413 13979.43077377975 569.59950518608093 13309.012655138969 3481.9545421749353 1877.9692551642656 773.16274379193783 1661.2888852059841 6618.6153336018324 6102.6567127406597 3745.1092673689127 4736.7587728947401 869.93268811702728 486.75636656582355 8328.5412033647299 992.46179501712322 91188.042027965188 8780.660195812583 2738.6828388720751 224.5976342856884 2759.9595001637936 3112.5869031697512 262.69145874679089 1172.1292771399021 11880.244178682566 1644.3632907867432 298.69600301980972 11717.666620373726 24742.828503668308 2391.782114341855 leaf_count=18787 425844 58577 3467 54460 14851 8608 3560 6887 26505 24507 14993 21822 3654 1985 33384 3975 372990 36780 11007 1036 11155 12543 1055 5692 58465 6634 1339 51187 105811 10155 internal_value=-2.04515e-05 0.00115917 0.000998013 -0.00111608 -0.00149408 -0.00609337 -0.00131404 -0.00439198 -0.00108405 0.00116774 -0.00090136 -0.00615175 -0.00800693 -0.0158612 0.000633785 0.00025077 0.000696425 -0.00141827 -0.000883921 0.00199977 0.00274586 -0.00239265 -0.00100231 0.00422961 0.00373771 0.00167831 -0.0043568 0.00190027 0.00262241 0.00469631 internal_weight=333726 160703 159585 173023 142287 5359.92 136927 9520.36 127406 16466.4 9847.77 7859.07 6093.45 1356.69 30736.1 1765.62 145963 110940 17427.1 5985.93 5761.33 11441.1 3001.37 13622 13052.4 54774.8 1943.06 52831.7 38852.3 14109.4 internal_count=1411715 693104 674317 718611 593971 23459 570512 41883 528629 66005 39500 34996 27461 5639 124640 7535 606693 462624 70180 24253 23217 45927 12062 67624 64157 233703 7973 225730 167153 61342 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 1 1 1 0 0 2 0 2 2 0 3 2 0 0 2 2 0 1 2 3 3 2 2 2 2 split_gain=451.145 637.469 164.725 119.693 124.817 102.715 147.282 101.812 96.9392 92.6854 108.616 203.966 86.8925 84.1209 123.39 136.814 83.7955 285.922 158.72 122.099 229.752 114.01 141.54 100.337 98.8321 89.6731 137.218 102.571 84.0109 83.7066 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 26225.782226562504 8.545499801635744 6.5000000000000009 24.500000000000004 -18.499999999999996 8.5000000000000018 29.500000000000004 5797.4450683593759 46.500000000000007 5083.1333007812509 11728.783203125002 18.500000000000004 2.0774999856948857 32150.583984375004 55.500000000000007 21.500000000000004 6054.8757324218759 1148.2519531250002 56.500000000000007 -5.4999999999999991 432.48675537109381 1.0205000042915346 2.6375000476837163 8492.8930664062518 15542.858398437502 4493.2343750000009 207.81653594970706 decision_type=2 2 2 2 2 2 2 2 2 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 13 9 -4 -5 12 29 -12 -7 -2 -15 -16 18 -18 23 20 -20 22 -22 -9 28 26 -21 -27 -24 -11 right_child=3 2 7 8 -6 6 -8 16 -10 10 11 -13 -14 14 15 -17 17 -19 19 25 21 -23 24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.023934860554374899 -0.0012208750500757766 0.0045789347979613348 0.00807763074155389 0.0025429912952833794 -0.0044880315919316504 -0.0064451721302544503 0.0043561846352726218 0.011287426772183737 -0.00085765729753795722 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11041.603379845619 1875.8241042792797 68.566978082060814 5016.2061574757099 leaf_count=18787 441751 54269 8258 54460 47575 4385 6799 5139 70180 4446 4012 2429 4506 17545 24108 13827 43745 12699 175417 10591 14924 28422 7693 126041 116086 18118 44963 7660 292 22588 internal_value=-1.98204e-05 0.00112501 0.000968424 -0.00108298 -0.00144979 -0.00118984 -0.00394552 0.000711038 0.00061492 -0.005379 -0.0069472 -0.0140211 0.000221051 -0.000933818 0.00126606 -0.00066162 0.00062751 -0.00159574 0.000857881 0.000293834 0.000799965 0.00243884 0.00317122 0.00275605 0.00252481 -0.00181702 -0.00318071 0.00115803 0.0097925 -0.00508496 internal_weight=333594 160627 159532 172967 142238 131028 11138.7 148916 30728.4 9498.59 7420.57 1546.4 2078.02 119889 13838.4 9458.56 147246 13825 133421 102857 82964.3 39931.5 33035.8 30564.4 29806 19892.8 13640.4 6252.4 1593.96 5874.17 internal_count=1411715 693104 674317 718611 593971 546396 49165 620048 124640 42366 33475 6441 8891 497231 55480 37935 611790 56444 555346 424166 342834 167417 138995 131180 124071 81332 55554 25778 7985 27034 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=1 0 0 2 0 2 2 1 0 1 2 2 2 0 0 2 2 2 0 1 3 0 2 2 1 2 0 0 3 0 split_gain=424.716 614.063 155.707 142.703 192.011 124.782 115.512 128.929 91.3509 89.7092 87.4076 93.213 87.0527 209.977 227.858 247.249 157.343 142.207 115.003 156.6 98.1619 89.119 85.745 83.2267 82.0992 83.1415 78.3386 140.569 135.715 104.076 threshold=1.0000000180025095e-35 1.5000000000000002 15.500000000000002 79088.097656250015 2.5000000000000004 52584.906250000007 1681.4685058593752 1.5000000000000002 4.5000000000000009 -2.4999999999999996 2363.3640136718755 13080.345703125002 5311.5163574218759 50.500000000000007 33.500000000000007 19191.198242187504 912.96624755859386 8322.3417968750018 56.500000000000007 -5.4999999999999991 1.0205000042915346 28.500000000000004 325.33131408691412 112.57336044311525 -21.499999999999996 52584.906250000007 52.500000000000007 44.500000000000007 1.0619999766349795 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 5 -5 9 7 -2 -7 -3 -11 -12 16 14 15 -14 21 -16 19 -18 -21 22 -4 -23 -15 -26 27 29 -29 -22 right_child=6 2 12 4 -6 8 -8 -9 -10 10 11 -13 13 24 17 -17 18 -19 -20 20 26 23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.023716986346841176 -0.0010773387735410873 0.0071652102067925934 0.0086911691632730464 0.010767542404259931 -0.0035753003015400898 0.01643463424463356 -0.00052429253614342988 -0.0040991468522604138 0.0035914537460088646 0.0052403075612006567 -0.0017036875082986301 0.0033100999521539151 0.0028795562971882177 0.036598617290674526 -0.012590962024376274 -0.0041257980042411872 0.0088674662318989957 -0.0038563838869979166 -0.0012101917751905042 0.0095920028939660909 -0.00054143479038239347 0.0058525552685413009 0.0010027669149562893 -0.0013751372339942951 0.0013904743497214407 0.0082856848406336267 0.006744710147067551 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0.000958945 0.000468595 -0.00074485 -0.00211068 -0.000199706 0.000975821 -0.00602987 0.00228539 0.00297383 0.00230832 -0.000228758 0.00185604 -0.00105154 0.00294245 0.00272599 0.00193265 0.00145545 -0.00163317 0.00292181 internal_weight=333450 160532 159459 32166.8 6231.32 25935.5 172918 54570.4 2034.07 23901.4 19714.4 13400.7 127293 37523.8 27381.3 18406.4 89768.8 8974.91 43010 35933.2 32287.3 46758.8 13231.8 33527.1 10142.5 10077.7 30703.7 27933.6 8992.51 18941.1 internal_count=1411715 693104 674317 147905 28637 119268 718611 233039 10368 108900 88681 60092 526412 154309 111831 75493 372103 36338 180673 151439 134361 191430 54824 136606 42478 42162 126394 115071 37207 77864 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 2 1 1 2 0 3 3 1 0 2 0 0 2 2 0 2 0 2 0 2 2 0 2 2 0 split_gain=399.837 591.406 149.792 110.551 119.614 234.751 96.425 137.425 95.6087 106.834 121.754 96.8308 93.1731 92.7483 108.484 169.032 91.2241 83.8301 81.3074 744.287 189.819 499.353 139.179 134.571 166.11 100.736 219.538 202.121 138.515 134.699 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 26225.782226562504 12.393000125885012 10240.441894531252 7.5000000000000009 24.500000000000004 12538.349609375002 18.500000000000004 2.5095000267028813 5.9049999713897714 -18.499999999999996 29.500000000000004 5664.3623046875009 47.500000000000007 8.5000000000000018 4881.8349609375009 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 34238.300781250007 2.5000000000000004 89168.484375000015 72077.554687500015 3.5000000000000004 65292.480468750007 42648.800781250007 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 6 -6 8 13 11 -10 -11 -2 -4 17 -15 -16 18 -8 19 22 23 -22 -5 24 -20 26 27 -21 29 -28 right_child=3 2 12 16 5 -7 7 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 20 25 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.023498075333329978 -0.0010190575169838774 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992.64629296958447 330.85228453576565 480.68326053023338 2148.3092817664146 3772.3553806394339 497.78646804392338 289.19791874289513 599.72814038395882 334.87480071187019 1004.0345665514469 330.80442178249359 1583.1088349372149 1863.5182743519545 leaf_count=18787 431287 54269 8258 391 14851 8608 3560 6887 23515 26020 9588 38219 611790 21822 3654 1985 70180 3975 1388 1940 8964 15196 2253 1163 2412 1366 4064 1352 6461 7510 internal_value=-1.85759e-05 0.00106005 0.000912189 -0.00101951 -0.0013722 -0.00577459 -0.00120018 -0.0041178 -0.000982771 0.00128818 -0.000787739 -0.00128037 0.000667017 -0.00578186 -0.00754204 -0.0150455 0.00061225 0.000278246 0.00248283 0.00500709 0.00030386 0.00252402 -0.0277551 -0.0104725 -0.0160275 0.00832426 0.00730896 -0.00704149 0.00992547 0.00599308 internal_weight=333311 160429 159378 172882 142156 5345.68 136810 9487.76 127322 14751.8 8880.4 112571 148804 7825.48 6064.13 1348.5 30726.1 1761.35 13304.2 6163.72 7140.44 5920.66 566.699 1219.78 930.58 5597.02 5262.15 811.488 4450.66 2867.55 internal_count=1411715 693104 674317 718611 593971 23459 570512 41883 528629 59123 35608 469506 620048 34996 27461 5639 124640 7535 54460 25337 29123 24160 2644 4963 3800 22693 21327 3292 18035 11574 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=1 0 3 2 0 0 2 2 0 0 2 1 1 2 2 1 1 3 3 0 2 1 1 1 2 3 0 0 3 2 split_gain=377.226 523.051 142.4 114.567 204.735 111.139 162.785 288.537 258.57 196.769 145.562 106.903 104.089 100.143 95.9162 92.7369 89.4051 88.786 105.765 108.131 84.183 82.4563 80.7148 112.754 78.9719 97.5377 92.6745 86.179 80.3292 115.34 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 15542.858398437502 51.500000000000007 31.500000000000004 4881.8349609375009 999.28067016601574 50.500000000000007 56.500000000000007 8492.8930664062518 5.5000000000000009 -12.499999999999998 135.51687622070315 377.98133850097662 -6.4999999999999991 -2.4999999999999996 1.0205000042915346 1.247500002384186 48.500000000000007 593.91436767578136 -9.4999999999999982 29.500000000000004 82.500000000000014 25386.748046875004 8.545499801635744 8.5000000000000018 78.500000000000014 1.1510000228881838 564.90808105468761 decision_type=2 2 2 2 2 2 2 2 2 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 16 7 13 10 15 -8 24 -4 -7 -13 -9 -3 -17 19 -19 -14 -15 -16 -24 25 27 -26 28 -2 -30 right_child=11 2 12 4 -6 6 8 9 -10 -11 -12 14 20 21 22 17 -18 18 -20 -21 -22 -23 23 -25 26 -27 -28 -29 29 -31 leaf_value=0.022406250938497244 -0.002485198932629155 0.0050133366151311589 0.012596042176734875 -0.0035838644419626206 0.0039843023852371212 0.0053193409260101927 -0.011800975856170339 0.0097775085580219488 0.0023139668536942166 -0.0021392524168695006 -0.0030040291769733159 -0.0088424095281110955 0.014490525064439687 0.0080397311924487423 -0.0031046500724552718 0.010268854391817553 0.0014209393442872827 -0.0028066705887291915 0.0048546049709774991 0.0032820216024717452 0.0022617152580027377 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internal_value=4.83166e-06 0.00105371 0.000916114 0.000492587 -0.00175949 0.000844255 0.000183752 0.00077886 -0.00307619 0.00277888 -0.00677961 -0.000966427 0.00281685 -0.00125433 -0.00331563 0.00389739 0.00218907 0.00335621 0.00287491 0.000733534 0.00248663 -0.00168728 -0.00232944 0.00464298 -0.000729737 -0.00105115 0.000677019 -0.000801264 -0.000640367 -0.000293155 internal_weight=333262 160229 159203 130193 17584.2 112609 75518.1 63860.3 11657.8 32192.7 6910.09 173033 29009.9 31667.6 15837.9 26227.9 37090.6 24017.4 22454 10786.5 28062.4 29710.8 13439.7 1344.76 157195 127960 29235.6 117285 112866 94988.8 internal_count=1411905 692466 673731 539117 71627 467490 312296 264689 47607 135689 28084 719439 134614 129000 69130 111124 155194 100636 92722 44660 129250 120914 56943 5529 650309 531634 118675 486232 467917 391021 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=1 0 3 1 2 1 1 1 2 3 0 0 3 2 3 2 2 0 2 2 0 2 2 2 2 3 2 0 0 2 split_gain=355.128 503.194 135.058 100.75 90.9118 89.5534 75.97 106.717 74.3234 91.8676 87.2141 81.1636 75.6356 108.572 111.191 90.5241 212.115 121.199 134.501 125.285 76.1255 110.212 166.424 72.8224 72.5037 99.182 80.5429 174.004 204.643 128.216 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 5.5000000000000009 377.98133850097662 -3.4999999999999996 29.500000000000004 82.500000000000014 25386.748046875004 8.545499801635744 8.5000000000000018 78.500000000000014 1.1510000228881838 564.90808105468761 3.2575000524520878 238.39634704589847 174.82500457763675 50.500000000000007 1681.4685058593752 2760.058227539063 51.500000000000007 3673.1176757812505 2855.797973632813 112.57336044311525 282.77769470214849 2.0774999856948857 3645.8532714843755 48.500000000000007 34.500000000000007 94341.222656250015 decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -3 -6 -8 9 11 -10 12 15 14 -14 16 -2 18 -17 -20 -19 22 -22 -7 25 -25 -26 28 29 -28 right_child=3 2 -4 4 6 23 7 -9 10 -11 -12 -13 13 -15 -16 17 -18 20 19 -21 21 -23 -24 24 26 -27 27 -29 -30 -31 leaf_value=0.022176062155870577 -0.0030295338319336843 0.0024717200901926938 0.0052686226232121552 -0.0086126488894109707 -0.0030130989230579669 0.0071451324573362437 0.006365089236516709 -0.033871565142637727 0.0024367985044182927 -0.0036852657735870517 -0.00085168511661099172 -0.004767628169371636 -0.0010890319780853437 0.0003474343028771623 -0.006488518733833863 -0.013862281954900043 0.01135589601746941 0.0037671342128359478 0.0014375871561748152 -0.0078821569467604768 0.0013446830531904184 0.0054689603311785621 -0.012348519201705398 -0.0022111599798655063 0.0015182645505515476 0.0053993783134862723 0.00075730299245880292 0.0025856356189029777 -0.0046156177286608979 -0.0047846927590371457 leaf_weight=1005.7407743856311 3031.5003834068775 22302.403778865933 6094.6317715495825 2388.4501575827599 12088.695886865258 1431.1028824448586 1282.4558331817389 62.201830841600895 13409.354822099209 10667.530261285603 15823.405313305557 4415.0638518035412 22501.533641695976 68427.234229713678 4050.3076546043158 1645.9233007729053 1326.0190987735987 2264.1922849267721 2201.1710937768221 3164.4996470361948 1531.5154285877943 1033.787504196167 1669.7327370047569 15666.977160274982 49857.772363305092 1709.2904130369425 30739.741087555885 16077.10919110477 10970.158252581954 4280.2470778226852 leaf_count=18735 12888 99912 33336 12187 51414 5904 5218 311 54997 45402 63678 18315 95081 278852 17088 7178 5484 9353 8824 13815 6222 4259 8873 63037 206602 6991 128057 68280 44211 17401 internal_value=4.72325e-06 0.00102278 0.00088909 -0.000937716 -0.00321956 0.000714674 -0.00226067 0.0045038 -0.000707999 -0.00101986 0.000656775 -0.000777382 -0.000621267 -0.000284393 -0.00191269 -0.00241192 0.00134804 -0.00362458 -0.00636017 -0.0040589 -0.000673321 -0.00304734 -0.00579753 0.00041493 0.00034044 -0.00146252 0.000620347 -0.000100937 -0.0010401 7.99438e-05 internal_weight=333120 160135 159129 172985 15821.8 153035 13433.4 1344.66 157163 127930 29232.8 117262 112847 94979.1 26551.8 17868.3 4357.52 13510.8 7011.59 5365.67 6499.23 4235.04 3201.25 130732 129301 17376.3 111925 62067.3 45990.1 35020 internal_count=1411905 692466 673731 719439 69130 640395 56943 5529 650309 531634 118675 486232 467917 391021 112169 76896 18372 58524 29817 22639 28707 19354 15095 540483 534579 70028 464551 257949 189669 145458 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=1 0 3 2 0 0 2 2 0 0 2 1 1 2 1 1 3 3 0 2 2 2 1 1 2 2 3 2 0 2 split_gain=334.313 483.998 131.204 106.639 188.1 101.032 150.953 267.77 235.124 187.69 136.669 98.164 95.3753 90.2794 86.5632 83.444 83.1175 100.981 99.0687 81.0713 79.6154 76.9151 76.2826 74.4737 68.7713 68.6451 152.486 269.916 103.459 96.9922 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 15542.858398437502 51.500000000000007 31.500000000000004 4881.8349609375009 999.28067016601574 50.500000000000007 56.500000000000007 8492.8930664062518 -12.499999999999998 4.5000000000000009 142.45086669921878 -6.4999999999999991 -2.4999999999999996 1.0205000042915346 1.247500002384186 48.500000000000007 216.45584106445315 593.91436767578136 1898.8924560546877 -9.4999999999999982 -14.499999999999998 2406.084106445313 39331.130859375007 17.333499908447269 11197.012207031252 5.5000000000000009 45803.917968750007 decision_type=2 2 2 2 2 2 2 2 2 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 15 7 13 10 14 -8 -4 25 -7 -9 -3 -16 18 -18 -14 -13 -19 -15 -6 -20 26 -2 -28 29 -27 right_child=12 2 11 4 23 6 8 9 -10 -11 -12 20 19 22 16 -17 17 21 24 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=0.021944883805888864 -0.00073594432011499168 0.0048105660895963092 0.012226239194266462 -0.0034648392068196109 0.029188482127522078 0.0042239454913431613 -0.011368786883463041 0.009456805483924316 0.0021690187112254171 -0.0021354191119997488 -0.002845381643514471 0.014077597797728322 -0.0092631532644869875 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is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 2 0 0 2 2 2 0 3 1 1 2 2 3 3 2 2 2 2 2 1 2 2 3 3 0 split_gain=314.713 465.432 125.774 90.0937 83.4685 80.7369 219.701 126.737 120.396 73.6286 80.3745 73.3916 72.4925 72.0569 93.9317 68.1746 68.0839 131.998 111.266 135.512 120.552 94.0347 80.9266 67.6677 67.1448 65.9517 64.3329 63.4007 70.0371 126.011 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 5.5000000000000009 377.98133850097662 94341.222656250015 55.500000000000007 17.500000000000004 593.91436767578136 37956.898437500007 79088.097656250015 2.5000000000000004 1.0619999766349795 24.500000000000004 82.500000000000014 68839.980468750015 7957.9211425781259 3.2575000524520878 1.1980000138282778 2911.024291992188 216.45584106445315 87.134357452392592 216.45584106445315 94341.222656250015 1.5000000000000002 145.16793060302737 1958.9346313476565 74.000000000000014 3.4465000629425053 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 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1.5000000000000002 10.80550003051758 4.5000000000000009 216.45584106445315 16278.651855468752 51.500000000000007 33.500000000000007 4784.4965820312509 48.500000000000007 999.28067016601574 44.500000000000007 1.0619999766349795 8492.8930664062518 -9.4999999999999982 -4.4999999999999991 3501.286010742188 112.57336044311525 -2.4999999999999996 782.01553344726574 15542.858398437502 3645.8532714843755 52.500000000000007 55.500000000000007 3673.1176757812505 -11.499999999999998 -10.499999999999998 29.500000000000004 82.500000000000014 7957.9211425781259 decision_type=2 2 2 2 2 2 2 2 2 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 29 -5 7 -7 18 10 13 14 16 -13 15 -9 -10 -12 -16 19 -3 -20 -14 -23 -24 -25 -8 -4 -6 -29 -2 right_child=3 2 26 4 27 6 25 8 9 -11 11 12 21 -15 17 -17 -18 -19 20 -21 -22 22 23 24 -26 -27 -28 28 -30 -31 leaf_value=0.021479566689088025 -0.001070160136384846 -0.00019935664945574635 0.012742475178153316 -0.0088429724143599588 -0.0026751099059246332 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53.395 74.6191 60.2571 99.115 51.6753 67.0616 88.9056 52.7404 50.5375 51.5993 50.0566 137.83 129.873 173.113 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 79088.097656250015 2.5000000000000004 52584.906250000007 4.5000000000000009 593.91436767578136 1148.2519531250002 1.5000000000000002 -2.4999999999999996 94341.222656250015 2363.3640136718755 12538.349609375002 92.500000000000014 7.5000000000000009 24.500000000000004 5.5000000000000009 2.9229999780654912 45803.917968750007 1.1510000228881838 2855.797973632813 6643.0878906250009 95.500000000000014 10.500000000000002 59.500000000000007 6054.8757324218759 50.500000000000007 33.500000000000007 19191.198242187504 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 -7 -3 9 -2 -9 -5 15 -14 16 -12 17 20 -18 -20 21 -10 -23 -22 -11 -26 -4 28 29 -28 right_child=8 2 26 4 -6 6 -8 10 14 24 12 -13 13 -15 -16 -17 18 -19 19 -21 23 22 -24 -25 25 -27 27 -29 -30 -31 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21326 20907 204 5728 6988 160708 21733 90078 101655 7349 7137 internal_value=-4.48173e-08 0.000842947 0.000729822 0.00242924 -0.00078098 -0.00184208 0.00213245 0.000352084 -0.00125445 0.000614767 -0.000144751 -0.00321168 0.000456586 0.00225983 -0.00883891 -0.0133171 -0.00121113 0.00307741 0.00210202 0.00305289 0.00624251 -0.000362234 0.0093224 0.00164156 0.0014468 0.00398028 0.00184675 -0.00147997 0.00302066 -0.000351306 internal_weight=332486 159890 158999 28914.6 172596 48838.9 28003 130084 18280.9 111803 64265.9 10535.1 53730.8 25816.4 4832.6 2403.57 27914.4 23499.4 17963.5 5189.96 5535.82 123757 1598.92 47537.5 45877.8 6776.25 27093.4 27213.1 2131.96 123722 internal_count=1412304 693328 674679 135100 718976 209871 129792 539579 74585 464994 266317 43069 223248 109534 19567 9744 113714 100028 76740 21886 23288 509105 8203 198677 191689 30981 125532 110438 8783 508901 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 1 2 0 0 2 0 2 2 0 0 0 0 2 2 2 0 0 2 2 3 2 0 0 0 2 split_gain=228.936 389.651 109.858 81.7376 80.2492 92.5283 74.1625 193.717 117.853 85.0554 55.3726 51.7118 79.6711 671.863 216.019 195.304 251.254 666.783 189.226 77.7854 76.0869 76.7563 92.1629 71.6203 68.7476 63.6828 283.358 83.5881 70.3221 402.91 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 -1.4999999999999998 1148.2519531250002 1.5000000000000002 99998.222656250015 58.500000000000007 18.500000000000004 586.10861206054699 94.500000000000014 31044.129882812504 79088.097656250015 2.5000000000000004 18.500000000000004 58.500000000000007 2.5000000000000004 99998.222656250015 89168.484375000015 56351.945312500007 84.500000000000014 2.5000000000000004 28052.395507812504 50250.322265625007 1.7404999732971194 36598.957031250007 5.5000000000000009 6.5000000000000009 3.5000000000000004 65292.480468750007 decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 -8 9 -4 11 20 13 19 25 16 17 18 -14 23 21 22 -6 -13 -16 26 -15 28 29 -27 right_child=4 2 6 -5 10 -7 7 -9 -10 -11 -12 12 15 14 24 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.020786852257343981 -0.00078055821505786766 0.0091397710576520044 0.010535425083385697 0.0023025965659348464 -0.011703443818590295 -0.0034815491765029273 -0.0056969244937664625 0.0094859436746960457 0.00022772021803154954 0.0020445530646407018 -0.0084975325399383322 -0.019713004609022325 0.0019578586850061883 -0.018473330702727397 0.0058621225772309792 0.0087297331627935668 -0.0050604460052915776 0.014238740693455333 -0.026360010285003944 -0.008168837221555994 -0.0062830465026536319 -0.00042288467669898005 0.045713791877808774 -0.045820384036498255 -0.0013402475906577232 -0.01991957140778541 0.011606759797426388 0.004269401533836174 0.015142326220229053 0.020218052473475454 leaf_weight=874.65221089869738 30610.677761897445 2143.3190875798464 1104.1080289185047 5920.843740016222 764.11134916543961 18202.758565589786 4260.3327329009771 919.5612508803606 116882.44982402027 27705.078019112349 746.45720575749874 144.84012739360332 330.32867869734764 419.66229970753193 1504.4180717617273 1664.3781122863293 8082.0649856775999 2137.5058064758778 594.75149212777615 107.76076772809029 2094.5793026983738 93145.307416886091 26.016869559884071 272.47583918273449 5757.3663060814142 356.10856962203979 858.29180292785168 1917.7743723839521 2217.1129215508699 611.76176741719246 leaf_count=18649 128024 12366 4970 30718 4159 81847 17293 4058 483947 121327 3254 759 1389 1682 6050 6740 32560 8953 2393 539 8637 383412 152 1115 23135 1438 3468 7678 9082 2510 internal_value=-6.90954e-09 0.000818153 0.000708262 0.0041198 -0.000757689 -0.00178777 0.000525913 -0.00300158 0.000651329 0.00236996 -0.000351381 -0.000301947 0.000858598 0.0024088 0.00369048 -0.000856022 -0.00228759 0.00502989 -0.0162482 -0.0308916 -0.000627965 -0.000501867 -0.00981284 -0.0367592 0.000151862 0.00771772 0.00172888 0.00921758 0.012197 0.00545022 internal_weight=332377 159810 158936 8064.16 172567 48813.4 150872 5179.89 145692 28809.2 123753 123007 26976.6 14167.6 13642.5 12809 11144.7 3062.59 925.08 525.077 96030 93935.4 790.128 417.316 7261.78 6380.71 1277.95 5102.76 3184.98 967.87 internal_count=1412304 693328 674679 43084 718976 209871 631595 21351 610244 126297 509105 505851 109491 57456 55043 52035 45295 12735 3782 2413 396360 387723 4311 1874 29185 25858 5150 20708 13030 3948 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 0 1 0 1 2 1 2 0 2 0 2 2 2 0 2 0 2 2 2 0 2 2 2 1 2 split_gain=217.522 188.941 188.613 103.702 82.934 65.6629 65.0887 54.2844 86.9581 60.5928 62.0091 51.1937 453.189 809.978 410.144 417.15 195.14 162.541 105.597 129.16 223.983 230.524 104.042 97.5318 155.849 95.9004 66.5549 71.8753 61.2842 59.5364 threshold=-1.4999999999999998 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 1268.2044067382815 17.500000000000004 -42.499999999999993 89.500000000000014 24.500000000000004 94341.222656250015 92.500000000000014 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 36598.957031250007 45803.917968750007 89168.484375000015 6.5000000000000009 72077.554687500015 3.5000000000000004 65292.480468750007 56351.945312500007 52584.906250000007 4.5000000000000009 47761.341796875007 47761.341796875007 42648.800781250007 1.0000000180025095e-35 42648.800781250007 decision_type=2 2 2 2 2 2 2 2 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 5 -5 11 -4 8 -6 -9 -11 14 13 17 16 -16 28 -13 19 20 21 -17 -18 24 25 29 27 -26 -3 -22 right_child=1 3 6 4 7 -7 -8 9 -10 10 -12 12 -14 -15 15 18 22 -19 -20 -21 23 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.011526114834337403 0.03152481989968834 0.0020299743266520101 0.019510699543867333 -0.0041344879821595213 -0.0012346546588702988 -0.00044466652277442984 0.001311855086004385 -0.021769154480362277 0.0059474112809250008 0.0068805354657234174 -0.039065249384889193 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237.00821359455585 leaf_count=12998 3633 4147 1001 48722 98072 717890 243116 984 6579 750 188 1837 38556 21039 171423 2463 1854 2888 9953 2672 820 2089 1070 4077 3406 1607 85 2446 4868 1071 internal_value=1.85049e-08 -0.000354016 0.00166423 -0.000373485 -0.00187052 -0.000145798 0.00136891 -0.000958454 -0.000774783 -0.0112816 0.000262381 0.000686175 -0.000951124 0.00730753 0.00113418 0.00168148 -0.0125413 -0.0151856 0.00841277 0.0111064 0.00927281 -0.00320407 -0.0282346 0.0132641 0.00981716 -0.000867985 0.0158743 0.0166572 -0.0066444 -0.010631 internal_weight=332270 273984 58285.6 273817 36147.5 237669 56590.9 25767 25316.6 450.437 214.419 62813.3 13494.7 4143.76 49318.6 47420.8 1897.8 1069.1 7053.42 4584.68 4047.95 981.08 518.346 3066.87 2167.2 784.065 1383.14 1363.84 1379.45 420.211 internal_count=1412304 1155189 257115 1151556 155295 996261 244117 106573 104651 1922 938 278371 64320 25764 214051 202112 11939 4725 30689 20736 18064 4552 2924 13512 9435 3498 5937 5852 9015 1891 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=1 0 3 3 2 3 2 0 0 2 2 2 2 2 0 1 2 3 2 0 2 2 2 0 2 2 0 1 2 0 split_gain=232.944 366.996 105.351 85.9042 139.296 126.67 218.51 122.101 95.1438 89.1818 195.911 138.183 125.055 80.0972 77.3682 72.7228 69.5526 67.5246 63.7862 125.859 60.7616 142.242 144.267 81.7336 116.243 77.7971 100.678 60.0495 58.6411 155.726 threshold=1.0000000180025095e-35 1.5000000000000002 28.166500091552738 1.1980000138282778 216.45584106445315 1.532000005245209 303.00918579101568 42.500000000000007 50.500000000000007 249.38574218750003 1148.2519531250002 2855.797973632813 174.82500457763675 2808.646850585938 94.500000000000014 -40.499999999999993 2267.636352539063 40.666500091552741 87.134357452392592 23.500000000000004 3645.8532714843755 8871.7465820312518 5423.7912597656259 55.500000000000007 457.87971496582037 3309.9538574218755 57.500000000000007 1.5000000000000002 94341.222656250015 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 -1 15 8 18 6 7 -6 9 12 -11 16 -2 17 -15 -3 -12 27 19 -5 23 22 -22 24 -8 -25 -27 -7 -17 -30 right_child=3 2 -4 4 5 13 20 -9 -10 10 11 -13 -14 14 -16 28 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 29 -31 leaf_value=0.020462603036318878 -0.0035607284568357853 0.017749323414079577 0.0057378133700539671 -0.03719803789621149 -0.0018168289270723511 -0.00089448731978735341 -0.01084111055561122 0.016908284953615699 -0.00040895249304853882 -0.014142964859746351 -0.0027381176931047598 -0.0068418080739880835 0.0090955351828778449 -3.9524987673945372e-05 -0.0099281448888398748 0.00068528897111349305 0.0055046502078127807 -0.038892275067715892 -0.0053326375765888655 0.0075138375047296303 -0.00084731493638832717 0.0026556749233415714 -0.013292299180301963 -0.0024503608515217615 0.0054811226371393974 -0.036629871861036584 0.01595095686778834 -0.0034251924027432269 -0.0040064381481988692 0.0091458552171057861 leaf_weight=850.56574466452003 2378.1336847692728 221.84320905804634 3655.4685103148222 61.710646525025368 416.6829176992178 24712.099580481648 418.80914621055126 1264.533209592104 11897.411113739014 1900.9685656875372 2134.5563473403454 4861.3838025927544 997.29473294317722 80483.079501226544 718.44414626806974 148037.44356188178 1620.9554256498814 44.124558359384537 6933.8985002189875 692.36623480916023 2286.8574435263872 4326.4845809936523 1323.5402412414551 3489.9315075427294 6296.5166985839605 35.913915887475014 374.80415654182434 12814.360881179571 5812.600322201848 941.44403405487537 leaf_count=18731 10489 1266 21637 264 1813 103132 1825 5377 51971 8544 8708 21464 4227 327313 3139 622652 6502 189 30255 2964 9877 17483 5496 14223 25658 144 1504 56375 24120 4163 internal_value=-1.70839e-05 0.000809229 0.000703874 -0.000781284 -0.00050056 -0.000283154 0.00191094 0.0122673 -0.002378 -0.00406418 -0.0054258 -0.00350271 0.000178656 -0.000656941 -0.000127016 0.000585166 0.000819629 -0.00180227 -0.00443149 0.0038548 0.000972473 -0.0010131 -0.00540954 0.00245696 0.00446317 -0.000996918 0.0113532 -0.00175866 0.000560566 -0.00217314 internal_weight=332004 159519 158669 172485 146694 139006 20234.1 1681.22 25790.7 13893.3 10517.9 8616.9 3375.43 118772 81201.5 155013 3755.51 37570.6 7687.98 754.077 18552.9 7936.88 3610.4 10616 6715.33 3900.65 410.718 37526.5 154791 6754.04 internal_count=1411505 692569 673838 718936 607031 573548 83400 7190 111905 59934 45218 36674 14716 490148 330452 652201 15210 159696 33483 3228 76210 32856 15373 43354 27483 15871 1648 159507 650935 28283 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=1 0 3 3 0 2 3 2 0 2 2 2 2 2 1 0 2 1 2 0 2 2 0 0 0 3 2 0 0 2 split_gain=219.264 352.461 99.5309 81.1314 100.996 97.5738 78.3529 151.243 127.482 86.1215 71.7826 157.76 115.558 102.492 69.1429 65.6007 58.4685 61.2721 57.86 99.9961 235.51 94.7076 93.453 63.9265 95.7939 86.5947 83.3435 238.247 87.8521 160.626 threshold=1.0000000180025095e-35 1.5000000000000002 28.166500091552738 1.1510000228881838 50.500000000000007 207.81653594970706 1.532000005245209 277.04620361328131 42.500000000000007 282.77769470214849 249.38574218750003 1090.4144287109377 2760.058227539063 174.82500457763675 -40.499999999999993 94.500000000000014 6643.0878906250009 1.5000000000000002 36598.957031250007 5.5000000000000009 11197.012207031252 2713.268676757813 80.500000000000014 82.500000000000014 6.5000000000000009 1.7404999732971194 50250.322265625007 4.5000000000000009 4.5000000000000009 99998.222656250015 decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 7 8 -7 -8 13 -12 -13 -2 -3 18 17 -14 19 20 21 -11 -21 24 26 -26 27 -20 29 -28 right_child=3 2 -4 5 -6 6 9 -9 -10 15 11 12 16 -15 -16 -17 -18 -19 23 22 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.020225703206248436 -0.0040677782619558678 0.017383962133799214 0.0055838586636029102 -0.0037670382640352077 -0.0002234380040764662 -0.0029562901299480227 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4690.1759907305241 1549.705506503582 465.75312387943268 11454.15808904171 2997.1511613950133 1017.6056093722582 1527.5996987521648 3592.7746905684471 leaf_count=18731 8530 1266 21637 34323 41308 2806 19978 92934 7202 1476 6360 12619 5534 3581 650935 3277 6689 5592 2276 339319 7858 5952 19530 6269 1876 46050 12397 4181 6158 14861 internal_value=-1.65787e-05 0.000785229 0.000682908 -0.000758086 -0.00252045 -0.000517818 -0.000339718 0.0011938 0.00848222 -0.00065935 -0.00443316 -0.00580032 -0.00398939 -0.000247163 0.000567692 -0.000497082 -0.00735598 -0.0103199 -0.000438763 -0.000780862 -0.00584414 0.00194791 -0.000584554 0.000900309 0.0004777 -0.00132176 0.00269768 0.00908549 0.00148234 0.00298497 internal_weight=331913 159472 158637 172440 20688.7 151752 143866 24813.9 2322.59 119052 11288.7 8509.48 7111.7 2779.22 154993 114424 4006.56 2400.74 113675 90543.5 3379.43 1717.15 87164 23131.6 21581.9 11919.9 9661.96 1544.43 8117.53 6589.93 internal_count=1411505 692569 673838 718936 90213 628723 594400 102942 10008 491458 48905 36794 30434 12111 652201 471480 17815 11126 468203 374135 15286 7428 358849 94068 87799 47926 39873 6457 33416 27258 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=1 0 3 3 2 3 2 0 0 2 2 2 2 2 0 1 2 3 2 0 2 2 0 2 1 2 2 2 2 2 split_gain=206.38 338.427 94.0237 77.1202 126.092 114.165 195.519 108.183 84.8132 80.5682 178.582 124.259 110.674 73.3152 68.9875 65.7324 65.529 63.3622 60.4414 119.377 57.7717 92.9294 129.615 122.747 112.119 85.8397 82.6596 57.1623 133.927 136.177 threshold=1.0000000180025095e-35 1.5000000000000002 28.166500091552738 1.1980000138282778 216.45584106445315 1.532000005245209 303.00918579101568 42.500000000000007 50.500000000000007 249.38574218750003 1148.2519531250002 2855.797973632813 174.82500457763675 2808.646850585938 94.500000000000014 -40.499999999999993 2267.636352539063 40.666500091552741 87.134357452392592 23.500000000000004 10010.478027343752 2911.024291992188 51.500000000000007 3673.1176757812505 1.5000000000000002 17636.074218750004 157.11404418945315 3645.8532714843755 8871.7465820312518 5423.7912597656259 decision_type=2 2 2 2 2 2 2 2 2 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 8 18 6 7 -6 9 12 -11 16 -2 17 -15 -3 -12 -7 19 -5 21 26 24 -24 -23 -22 -10 -8 29 -29 right_child=3 2 -4 4 5 13 27 -9 20 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 25 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.019987937807591786 -0.0033409317609856925 0.01702456076593795 0.0054336182944977728 -0.036364894818408995 -0.0016840000183392667 -0.001672286635425667 0.0023695671866276616 0.015935895891643896 -0.0052972064764181146 -0.013503759652551036 -0.0026676943706577133 -0.0064850256697571067 0.0085549869121598916 -2.856014000916056e-05 -0.0093812912325881657 0.00052754991384302099 0.0053330453804375788 -0.03789007579789589 -0.0050927229335965118 0.0073946964885876392 0.012102966267504135 0.0073468444378884988 -0.012039527293798612 0.0013830803572310792 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0.00181957 0.0115929 -0.00224969 -0.00384486 -0.00514258 -0.00330891 0.000187502 -0.000617996 -0.000111056 0.000550722 0.000786502 -0.00171428 -0.00421365 0.00385176 -0.000391563 -0.00108845 -0.0044671 -0.00805654 0.00300411 0.00588037 0.00122369 0.000930035 -0.000996316 -0.00526507 internal_weight=331825 159430 158610 172395 146643 138970 20240.7 1688.55 25752.7 13856.9 10483.1 8597.61 3373.74 118730 81187.2 154977 3755.33 37542.5 7672.27 754.042 11895.9 10706.3 4349.9 2938.25 1411.64 1189.59 6356.37 18552.2 7934.46 3607.36 internal_count=1411505 692569 673838 718936 607031 573548 83400 7190 111905 59934 45218 36674 14716 490148 330452 652201 15210 159696 33483 3228 51971 47201 20652 14673 5979 4770 26549 76210 32856 15373 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=1 0 3 3 2 3 2 0 0 2 2 2 2 2 0 1 2 3 2 3 1 1 2 2 0 2 1 2 2 2 split_gain=194.262 324.879 88.8126 72.7109 118.812 107.404 183.407 101.245 79.9233 76.0142 169.272 117.203 104.029 69.023 65.0216 62.8494 61.9458 60.3552 58.0566 64.7565 56.7359 56.7223 54.3684 87.6855 122.532 116.555 105.66 80.9992 77.8125 53.7744 threshold=1.0000000180025095e-35 1.5000000000000002 28.166500091552738 1.1980000138282778 216.45584106445315 1.532000005245209 303.00918579101568 42.500000000000007 50.500000000000007 249.38574218750003 1148.2519531250002 2855.797973632813 174.82500457763675 2808.646850585938 94.500000000000014 -1.4999999999999998 2320.079467773438 40.666500091552741 149.63704681396487 2.3904999494552617 -41.499999999999993 1.5000000000000002 10010.478027343752 2911.024291992188 51.500000000000007 3673.1176757812505 1.5000000000000002 16278.651855468752 157.11404418945315 3645.8532714843755 decision_type=2 2 2 2 2 2 2 2 2 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 8 18 6 7 -6 9 12 -11 16 -2 17 -15 20 -12 21 19 -5 -3 -7 23 28 26 -26 -25 -24 -10 -8 right_child=3 2 -4 4 5 13 29 -9 22 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 27 24 25 -27 -28 -29 -30 -31 leaf_value=0.019749345812926332 -0.0032438315865018575 0.017395507800764595 0.005287020979099227 0.0027237596845458168 -0.001634197956353733 -0.00078281889596978731 0.0022979430772721277 0.015407391639865166 -0.0051454486339200904 -0.013157684777625181 -0.0022731824144221107 -0.0063020261104924846 0.0082843048179993533 -2.7703234624334137e-05 -0.0091150037646861512 7.2975240235973691e-05 0.0056530787589169195 -0.037164812533648665 -0.0056596300703962233 -0.011385600009673112 0.0012698955564893234 -0.0032441888729695715 0.0124547963529416 0.0071165330564464304 -0.011748697501106617 0.0013412075002498173 -0.01311030473176617 -0.0033721243043185615 0.0029267538115067683 -0.00096685537713537455 leaf_weight=805.00495925173163 2370.8090744018555 197.04733480513096 3621.2350837141275 1675.0939919501543 416.01933674514294 24693.069617256522 10620.167353883386 1276.4540824443102 1370.0404750853777 1877.18807028234 2316.6730771660805 4833.5379616171122 1002.3514237850904 80471.058124952018 714.94393372535706 97895.779663145542 1438.3557548075914 43.049756422638893 5633.3999508023262 354.76212875545025 56869.136484608054 12791.443732529879 682.21316264569759 1118.4842190444469 2054.1787725389004 872.132129535079 293.40644745528698 507.53372885286808 4986.4536223709583 7931.5518397092819 leaf_count=18731 10489 1163 21637 7209 1813 103132 43354 5377 5944 8544 9443 21464 4227 327313 3139 405129 5767 189 24740 1534 245909 56375 2737 4637 11010 3663 1342 2033 20605 32856 internal_value=-1.56173e-05 0.000739286 0.000642786 -0.00071377 -0.00045567 -0.000255122 0.0017646 0.0112185 -0.00218492 -0.00373457 -0.00499683 -0.00321313 0.000181811 -0.000599544 -0.000107728 0.000534257 0.000762955 -0.00166352 -0.0040922 0.000257838 0.00132558 -0.00162275 -0.000380424 -0.0010572 -0.00434538 -0.0078475 0.00291317 0.0057032 0.00118692 0.00090212 internal_weight=331733 159388 158583 172344 146621 138958 20244.2 1692.47 25723.4 13838.9 10465.8 8588.57 3373.16 118714 81186 154962 3755.03 37527.6 7663.26 2029.86 57066.2 37484.5 11884.4 10694.7 4338.2 2926.31 1411.89 1189.75 6356.49 18551.7 internal_count=1411505 692569 673838 718936 607031 573548 83400 7190 111905 59934 45218 36674 14716 490148 330452 652201 15210 159696 33483 8743 247072 159507 51971 47201 20652 14673 5979 4770 26549 76210 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=1 0 3 3 2 3 2 0 0 2 2 2 2 2 0 1 2 3 2 0 0 2 3 3 2 2 2 2 0 1 split_gain=182.856 311.802 83.8816 68.5522 111.947 101.043 172.149 90.7837 75.3134 71.7141 160.439 110.542 97.7889 64.986 61.2831 59.5194 58.3421 57.5176 55.1592 146.816 86.6941 107.221 57.5892 55.0551 89.077 54.6597 63.8703 107.412 121.828 103.759 threshold=1.0000000180025095e-35 1.5000000000000002 28.166500091552738 1.1980000138282778 216.45584106445315 1.532000005245209 308.83364868164068 42.500000000000007 50.500000000000007 249.38574218750003 1148.2519531250002 2855.797973632813 174.82500457763675 2808.646850585938 94.500000000000014 -40.499999999999993 2267.636352539063 40.666500091552741 94341.222656250015 55.500000000000007 17.500000000000004 593.91436767578136 1.0205000042915346 5.4584999084472665 87.134357452392592 142.45086669921878 912.96624755859386 5664.3623046875009 44.500000000000007 -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 -1 15 8 23 6 7 -6 9 12 -11 16 -2 17 -15 -3 -12 -7 20 -20 21 -17 -22 24 -5 -24 -27 28 29 -28 right_child=3 2 -4 4 5 13 -8 -9 -10 10 11 -13 -14 14 -16 18 -18 -19 19 -21 22 -23 25 -25 -26 26 27 -29 -30 -31 leaf_value=0.019509973691011276 -0.0031494796934443173 0.016338040209531036 0.0051439967167664748 0.0064602840367583812 -0.0011881064133056731 -0.0015747465848616814 0.00086807297496645599 0.01475037406132345 -0.00036959392872072189 -0.012819995811235163 -0.0025208425584238455 -0.0061239834162111553 0.0080228814107754527 -2.6872070413592826e-05 -0.0088561869476162548 0.011793287661228256 0.0050285458454361808 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189 24120 4163 13538 125564 9316 452 30013 169864 14554 126458 84567 74256 internal_value=-1.5161e-05 0.000717346 0.000623633 -0.000692608 -0.000442084 -0.000247505 0.00171119 0.0107863 -0.00212198 -0.00362736 -0.00485508 -0.00312004 0.000176299 -0.000581652 -0.0001045 0.0005183 0.000740109 -0.00161434 0.000496446 -0.00215526 0.00061744 0.00208633 0.000258477 -0.00397413 -0.00367862 0.000154438 6.296e-05 0.000602129 0.00159827 0.00319009 internal_weight=331638 159343 158553 172294 146600 138945 20249.2 1721.3 25694.4 13821.2 10448.7 8579.73 3372.55 118696 81184.8 154942 3754.75 37511.3 154729 6751.97 147977 29060.4 118916 7654.45 7552.57 116035 113789 72226.2 41476.3 21177.4 internal_count=1411505 692569 673838 718936 607031 573548 83400 7297 111905 59934 45218 36674 14716 490148 330452 652201 15210 159696 650935 28283 622652 130099 492553 33483 33031 479015 469699 299835 173377 88810 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 2 1 0 2 0 2 0 2 2 0 2 0 2 2 2 0 2 2 0 2 2 2 0 2 2 split_gain=173.624 144.861 149.06 85.5101 60.8898 61.7276 56.1095 50.3868 55.3481 387.664 778.535 379.637 363.252 199.345 107.22 129.926 234.38 197.396 104.294 86.9983 166.891 107.041 71.4179 64.5853 248.253 185.318 170.738 78.6754 148.976 106.535 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 3.5000000000000004 216.45584106445315 135.51687622070315 -43.499999999999993 17.500000000000004 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 36598.957031250007 31044.129882812504 6.5000000000000009 72077.554687500015 3.5000000000000004 65292.480468750007 89168.484375000015 52584.906250000007 4.5000000000000009 47761.341796875007 28052.395507812504 5.5000000000000009 14212.430175781252 13381.118652343752 1850.3489990234377 12.500000000000002 16701.354492187504 19759.034179687504 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 -5 -2 8 11 10 18 13 23 22 15 16 17 -14 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56271.12667003274 183047.25915703177 395.56165403872728 9625.1961936950684 3045.5913689434528 2840.3912012130022 531.1391724050045 685.68633769452572 2507.985220476985 531.26747895777225 455.54313503205776 449.88114714622498 672.41820327565074 907.18755219876766 1411.4759334027767 390.36403481662273 30.099691987037659 12765.903763696551 1571.6360261589289 1651.8220929354429 13747.270270556211 2014.3260195851326 6814.0057698488235 492.71727718412876 leaf_count=3889 943 7690 12798 1292 100355 9453 242821 753017 1821 39673 21247 13122 2464 4039 10112 2677 2029 2105 2904 4128 6090 1723 205 55259 6932 6784 57377 8243 28218 1984 internal_value=-4.18143e-06 -1.92212e-05 0.00134148 -0.000308398 -0.00196182 -0.00681723 0.00108194 -0.000138066 0.000581606 -0.00110829 0.00660021 0.00103725 0.00154287 -0.0122247 0.00777517 0.0104589 0.00866887 -0.00414282 -0.0154395 0.0126405 0.00948721 -0.00104963 -0.00477841 0.00047413 -0.00295913 0.000878218 -0.000478766 0.00415703 0.00277465 0.00882506 internal_weight=331495 331336 58073.8 273262 25521.7 2130.49 56428.4 247740 64693 13738.8 4113.57 50954.2 49082.9 1871.3 7184.84 4676.86 4145.59 981.02 1067.98 3164.57 2257.38 845.907 1185.61 41898.1 4412.03 37486 26513.2 10972.9 8465.83 2507.04 internal_count=1411394 1407505 256562 1150943 111100 10745 243764 1039843 286826 65645 25972 221181 209247 11934 31328 21216 18539 4569 4725 13970 9842 3752 7895 177919 20054 157865 112636 45229 35002 10227 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 2 1 0 2 0 2 0 2 2 0 2 0 2 2 2 0 2 2 2 2 1 0 2 2 2 split_gain=168.263 136.353 141.388 80.5115 57.581 58.3042 53.4944 47.4355 52.0955 365.348 734.799 357.149 342.75 187.184 101.64 124.339 221.512 185.305 97.966 82.9647 157.968 100.671 66.6424 64.9438 64.0145 64.3421 60.7608 233.338 174.472 160.641 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 3.5000000000000004 216.45584106445315 135.51687622070315 -42.499999999999993 17.500000000000004 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157865 112636 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 2 1 1 1 0 2 0 0 0 0 2 2 2 2 2 0 2 2 1 0 2 2 2 2 2 split_gain=163.075 128.344 134.088 75.8032 54.4468 55.0679 51.0056 44.6681 52.7218 44.6551 51.1956 103.083 78.5866 64.902 161.55 107.491 102.961 187.652 115.01 87.7343 108.195 146.18 116.653 147.514 103.15 87.7341 61.171 54.4239 65.0236 71.4395 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 3.5000000000000004 216.45584106445315 135.51687622070315 -43.499999999999993 92.500000000000014 28.500000000000004 17.500000000000004 99998.222656250015 80.500000000000014 58.500000000000007 49.500000000000007 45.500000000000007 14858.619628906252 269.47608947753912 999.28067016601574 857.34472656250011 3754.1591796875005 51.500000000000007 3645.8532714843755 3645.8532714843755 1.5000000000000002 53.500000000000007 182.46546936035159 65292.480468750007 87.134357452392592 593.91436767578136 1750.7693481445315 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 -5 -2 8 -6 -3 11 13 -12 14 15 27 25 18 -18 20 22 -22 -15 -24 -23 -16 -13 -11 -29 -30 right_child=1 3 -4 4 7 -7 -8 -9 -10 10 12 26 -14 19 16 -17 17 -19 -20 -21 21 24 23 -25 -26 -27 -28 28 29 -31 leaf_value=0.031257110914580465 0.018262614439740345 0.00054803609837600863 0.0097592406675836418 0.0064811318633381373 -0.0017443533342503962 -0.0082632957164694553 0.00097135778444807903 -0.036530885004736766 0.0042203860086931291 0.0092250080235439721 -0.001716128578383195 -0.0044829446385431983 0.0072754059752255578 -0.00021063885251984814 -0.002160427160323285 -0.0027268455937124272 -0.0090009822352036927 -0.0033365029650127757 -0.025446295552778081 0.0022661671323520893 -9.5911527188636357e-05 -0.010155110974878206 0.0089829538354703961 -0.017407364978882664 -0.0018751584607421704 0.0078547280708207452 0.0054425552069078034 -0.00099552832123588238 0.0028597551298016463 0.00014857721186596121 leaf_weight=150.11596961319447 153.95510962605476 64632.175581406802 1625.0984323099256 259.86128431558609 21926.348268046975 1857.8337586373091 56244.668264776468 32.584510736167431 1420.0498828738928 589.91365316510201 1597.4826741069555 7508.0171916484833 1933.8803903460503 4351.3356501311064 2937.7571040689945 13645.995614811778 1311.546509757638 9232.3547849953175 540.44373933970928 18024.947810590267 28027.326825395226 2375.3992594331503 3021.616553068161 203.46377091109753 3149.525478258729 1075.3863177895546 603.77422415465117 31402.002171367407 11168.890198081732 40340.529713019729 leaf_count=3889 943 286826 12798 1292 94347 9453 242821 205 5803 2458 6456 31227 8093 17871 12158 54726 5580 38355 2298 73016 114961 11875 14262 947 13751 4368 2503 129559 45879 162674 internal_value=-3.86114e-06 -1.80304e-05 0.00126336 -0.000290209 -0.00184777 -0.00645401 0.00101856 -0.00143054 -0.00138155 -0.000129866 -0.000369234 -0.000439605 0.00320791 -0.000283209 -0.000707003 -0.000258331 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56.6915 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 3.5000000000000004 216.45584106445315 135.51687622070315 -42.499999999999993 92.500000000000014 28.500000000000004 6.5000000000000009 35406.285156250007 11197.012207031252 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 65292.480468750007 89168.484375000015 52584.906250000007 4.5000000000000009 47761.341796875007 56351.945312500007 1.0000000180025095e-35 58553.552734375007 31044.129882812504 5.5000000000000009 3.5000000000000004 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 6 9 5 -5 -2 8 -6 10 11 -3 13 23 19 -16 17 18 -15 -14 21 22 -19 24 -12 -22 -13 -28 -18 -29 right_child=1 3 -4 4 7 -7 -8 -9 -10 -11 12 26 14 16 15 -17 28 20 -20 -21 25 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.03121842453795818 0.017258858647604531 0.001119901695055501 0.0095246820105973021 0.006268915913904125 -0.0016925719087941633 -0.0080458301902645094 0.00094060625013548825 -0.036011810536074308 0.0040930375484592996 -0.00024937805593347099 -0.0059061727563942809 -0.0087225846645548836 -0.0033446538762209781 -0.017376403709062009 0.013596330860555844 -0.0034486704227424656 0.025832613454434793 -0.01081590510226242 0.009904824688851498 -0.018988050281834184 0.022653332742241999 0.014907929244214276 0.0098984733527688294 -0.007161204297914418 -0.036134778326047425 -0.00022168843888800837 -0.011884587967722149 0.0052383127718218358 -0.016835969903206703 0.030458722836722258 leaf_weight=145.85716835036874 164.66800197958946 4605.6149307563901 1615.3156121820211 260.58712418377399 21919.342215664685 1850.9129999876022 56219.705244064331 32.070367768406868 1420.3017031699419 225227.65393020213 100.95951034128666 2462.0422889962792 482.57977004349232 603.12318660318851 3016.7468948811293 4480.0463438630104 491.94218601286411 467.17419926822186 447.13727116584778 745.8318038508296 772.65699727833271 1634.1334521621466 388.20878326892853 155.26715666800737 368.51701150089502 123.55884464085102 476.00551156699657 466.1783089786768 29.891220703721046 96.886290311813354 leaf_count=3889 1017 21794 12798 1292 94347 9453 242747 205 5803 928861 941 12782 2209 2755 21247 18921 2548 2067 2105 3208 3584 7097 1723 1043 1659 544 2174 2057 129 395 internal_value=-3.74438e-06 -1.74974e-05 0.00122601 -0.000281562 -0.00179334 -0.0062792 0.000988263 -0.00138807 -0.0013405 -0.000125995 0.0011138 -0.00204542 0.0029038 0.00568848 0.0011221 0.00341032 0.00943574 0.00779439 -0.00576171 -0.0128426 0.0119995 0.00929952 -0.00141485 -0.024049 -0.0296342 0.0194996 -0.00620931 -0.000254178 0.0233885 0.00957798 internal_weight=331271 331125 57999.7 273125 25483.2 2111.5 56384.4 23371.7 23339.6 247642 22414.5 8106.73 14307.8 5582.57 8725.2 7496.79 4957.83 4435.99 1050.26 1228.41 3385.73 2489.52 855.383 624.744 469.477 896.216 3501.11 1039.07 521.833 563.065 internal_count=1411394 1407505 256562 1150943 111100 10745 243764 100355 100150 1039843 110982 39202 71780 26195 45585 40168 22552 19875 4860 5417 15015 10887 3790 3643 2600 4128 17408 4626 2677 2452 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 2 1 1 1 0 2 0 2 0 2 2 0 2 0 2 2 2 0 2 2 2 2 2 2 1 split_gain=153.192 113.713 120.542 67.2023 48.6623 49.116 46.3452 40.9733 46.6948 40.7132 49.7947 328.196 656.588 319.123 306.149 167.265 89.4568 113.82 197.196 162.586 87.3285 75.4696 141.403 88.9146 62.7435 59.0573 58.161 71.6694 57.8999 59.3961 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 3.5000000000000004 216.45584106445315 135.51687622070315 -43.499999999999993 92.500000000000014 29.500000000000004 17.500000000000004 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 36598.957031250007 31044.129882812504 6.5000000000000009 72077.554687500015 3.5000000000000004 65292.480468750007 89168.484375000015 52584.906250000007 4.5000000000000009 47761.341796875007 28052.395507812504 58553.552734375007 42648.800781250007 45803.917968750007 56351.945312500007 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 6 9 5 -5 -2 8 -6 10 13 12 20 15 -15 24 17 18 19 -16 -12 22 23 -20 -3 -23 -24 -28 29 -17 right_child=1 3 -4 4 7 -7 -8 -9 -10 -11 11 -13 -14 14 16 28 -18 -19 21 -21 -22 25 26 -25 -26 -27 27 -29 -30 -31 leaf_value=0.031180974529462276 0.017567652333838446 -0.005522071171037252 0.0092946402558297201 0.0060643098398299325 -0.001629569678618166 -0.0078335096028437044 0.00091431097406660309 -0.035507295837736139 0.0041752868618082049 -0.00035074706284798777 -0.0029380449731526864 -0.0040983722613880148 0.013249872350475636 0.00044239811275860176 -0.014871593338352408 -0.009589086082615831 0.0025987184650295221 0.022900543343879823 -0.0098891996882346806 0.0096361846057464295 -0.020686600622763562 0.022132880146236999 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72.2467 90.2819 60.0825 50.3634 50.1147 128.72 141.951 125.243 90.6667 110.256 88.05 86.7603 89.02 80.9283 60.0673 59.6805 54.5162 156.885 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99998.222656250015 16.500000000000004 389.89239501953131 84498.644531250015 2.5000000000000004 94341.222656250015 -2.4999999999999996 4.5000000000000009 52584.906250000007 2363.3640136718755 12538.349609375002 7.5000000000000009 4.5000000000000009 49.500000000000007 14858.619628906252 44.500000000000007 -7.4999999999999991 35406.285156250007 57.500000000000007 2668.121704101563 466.24169921875006 184.69928741455081 3827.414184570313 37.500000000000007 -2.4999999999999996 4685.5603027343759 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 2 3 -2 5 -4 9 8 -8 -7 -3 12 14 -14 -11 -13 17 18 23 -20 21 22 -18 24 -6 -21 -26 28 -25 -30 right_child=1 10 4 -5 16 6 7 -9 -10 11 -12 15 13 -15 -16 -17 20 -19 19 25 -22 -23 -24 27 26 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7569.9320879429579 5892.8872435539961 937.5289371907711 8305.7867216467857 11904.641575038433 590.82094274461269 10519.424947097898 2889.1259300112724 18660.094173237681 7810.3618939816952 6655.6276466846466 11637.49727012217 1949.6209123581648 5314.691698461771 31580.392741054296 3169.3900325149298 641.95437847077847 leaf_count=3910 3481 632598 2145 11373 10089 24214 557 22727 5248 4810 85465 5928 29767 34225 26378 3850 34351 47902 2797 42993 12544 76875 34377 30056 47628 7869 21618 128702 14201 2676 internal_value=-1.44516e-05 -2.74835e-05 0.000592588 0.0163909 0.000533088 0.00174457 0.00156328 -0.00140095 0.00776258 0.00221688 -0.000601556 0.00155471 0.00108904 -0.000129936 0.00361908 0.00675269 0.000197019 -0.000200996 0.00026177 -0.00257863 0.00111025 0.000686006 0.00250364 0.000865362 -0.000793647 -0.00321813 -0.00156727 0.0016312 0.00359441 0.000733338 internal_weight=331100 330962 159107 596.981 158510 34422.2 33962.1 6135.58 878.917 27826.5 171855 22972.1 21083.3 14228.2 6855.13 1888.81 124087 86422 74517.4 13059.9 37665.4 34776.2 16116.1 61457.5 19410.2 12469 16952.2 42047.4 10467 3811.34 internal_count=1411354 1407444 689381 14854 674527 159849 157704 28532 5805 129172 718063 104958 95180 63992 31188 9778 514678 356531 308629 53659 158147 145603 68728 254970 79335 50862 69246 175635 46933 16877 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 1 0 2 2 0 2 0 0 2 0 1 2 0 2 2 2 2 1 0 2 0 0 2 2 0 split_gain=144.799 123.213 159.025 160.995 69.4055 58.6812 55.489 89.4324 73.0015 75.8577 66.2795 79.733 51.006 112.034 156.751 106.041 83.6907 86.5172 81.2516 78.5361 84.0828 75.4459 62.1938 57.5402 56.9584 227.411 112.192 87.4105 83.637 50.8259 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99998.222656250015 -18.499999999999996 4.5000000000000009 16.500000000000004 389.89239501953131 79088.097656250015 2.5000000000000004 68839.980468750015 3.5000000000000004 48.500000000000007 14858.619628906252 44.500000000000007 -7.4999999999999991 52584.906250000007 57.500000000000007 3827.414184570313 466.24169921875006 184.69928741455081 2668.121704101563 -11.499999999999998 37.500000000000007 5423.7912597656259 27.500000000000004 32.500000000000007 9759.5722656250018 4973.6452636718759 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 2 3 -2 -4 -3 7 -6 10 -10 -9 -12 13 14 19 -16 17 21 -17 20 29 -14 -15 -22 26 -26 -21 -27 -28 -8 right_child=1 5 4 -5 6 -7 12 8 9 -11 11 -13 16 22 15 18 -18 -19 -20 24 23 -23 -24 -25 25 27 28 -29 -30 -31 leaf_value=0.031109564042634721 -0.010749459174640553 -0.00038579200140862445 0.006309276331237252 0.025306682805348965 0.014741647498964247 -0.0021375645618499782 0.017622777556068697 0.0017753736457259361 0.0065436995124270045 -0.0029284849352312161 0.020010058081121464 4.5032778250798527e-05 0.00037410419591260644 -0.015006904879782172 0.011459073046655685 -0.0026266240787656851 0.0071092966356254873 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79711 6620 67809 47388 38502 45167 21556 26567 11966 55358 10455 740 9081 internal_value=-1.39796e-05 -2.66292e-05 0.000575135 0.0161463 0.00051734 -0.000583565 0.000449276 0.0015279 0.0013471 -0.0015798 0.00202249 0.0109613 0.000153638 -0.000269404 0.000174713 -0.0031865 0.00103643 0.000724967 -0.00379952 0.000761903 -0.000816712 0.00219012 -0.00300154 -0.00156989 0.00149774 -0.000260768 0.00220013 -0.00471901 0.00423343 0.00437684 internal_weight=331012 330878 159039 588.109 158450 171839 156610 33690.8 33236.1 6231.44 27004.6 726.47 122919 83098.1 71478.9 10630.1 39821.1 37878.4 10203 60848.9 19345.8 18529.1 11619.1 16895.6 41503.1 11845.7 29657.3 5508.71 13393.4 2450.23 internal_count=1411354 1407444 689381 14854 674527 718063 664537 155583 153455 28768 124687 4067 508954 342014 295323 43427 166940 158429 41419 251896 79001 78718 46691 68944 172895 48988 123907 22421 56098 10057 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 0 2 2 0 1 0 2 1 0 2 0 1 0 1 2 2 0 1 1 1 1 2 2 0 split_gain=140.359 117.675 99.3241 74.1183 51.8699 75.2828 66.5451 49.3927 47.6612 80.5347 79.3106 94.4576 79.0206 69.3458 62.1185 79.6157 149.072 66.7804 64.2402 57.5276 49.8504 49.3857 77.7982 47.6361 62.5851 45.7141 45.5865 51.5988 99.8109 72.147 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 4.5000000000000009 94341.222656250015 55.500000000000007 16.500000000000004 441.73387145996099 10983.356445312502 45.500000000000007 -9.4999999999999982 28.500000000000004 1235.1978759765627 -20.499999999999996 56.500000000000007 3645.8532714843755 37.500000000000007 -3.4999999999999996 33.500000000000007 -26.499999999999996 2406.084106445313 6054.8757324218759 27.500000000000004 29.500000000000004 80.000000000000014 -33.499999999999993 -4.4999999999999991 4591.9587402343759 8136.8720703125009 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 -2 -3 6 -6 7 -4 12 10 11 25 -8 -11 15 18 17 21 -14 -16 -20 -17 -23 -5 -25 -10 27 -18 29 -29 right_child=1 3 4 23 5 -7 8 -9 9 13 -12 -13 14 -15 19 16 26 -19 20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.031075578203954551 0.0074913725756453175 -0.00015001464604020266 0.019668366484744033 -0.0024901389745549114 -0.0061526555911454329 0.010697257190875924 -0.00037413113366345057 0.0033452400352683722 0.028119347474241815 0.032917607976876394 -0.0020068980308200987 0.0031612185632349894 -0.00078901318530969898 0.0020911974684246302 -0.046582025145546845 0.010699565098845863 -0.0026295046067776563 0.0014903578825493117 0.003819972278516656 -0.0011613603280365946 0.0093342158078193512 0.0063017076516323507 -0.013883978473796318 0.0046328626614823253 -0.025587432130019992 -0.020676577243036846 -0.0010466653863465021 -0.038305657713763701 0.0017715404015342549 -0.0091936129076645619 leaf_weight=130.64519798010588 2174.335924256593 253360.6895628944 170.59735888242722 17985.604243583977 1711.0072068721056 277.31822173297405 17242.674218803644 7573.8298542201519 17.851773381233215 67.449653699994087 4385.9293971657753 247.58127018809319 1213.63018001616 2499.7431249320507 25.299859076738358 1785.479539424181 684.16152769327164 3668.5758620947599 2743.2696836143732 3120.8915958404541 3192.7721253335476 1007.1740538179874 207.19045796990395 1341.4611270129681 64.64826063811779 538.81622432172298 2986.4187916219234 177.46722085773945 191.49493639171124 134.81833077967167 leaf_count=3910 15775 1064796 841 79618 7005 1299 72668 35088 86 346 17755 1034 5365 10792 128 8333 3182 15394 12071 13273 14099 4695 918 5501 346 2256 12598 757 826 599 internal_value=-1.35274e-05 -2.58057e-05 0.00120073 -0.000286831 0.00095592 -0.00380254 0.00113151 0.00370481 0.000699579 -0.00144516 -0.00359493 -0.0122552 0.00113306 0.00290112 0.00236246 0.00304251 0.00142202 0.00420514 0.00550007 -0.00152661 0.00678588 0.00752511 0.0028577 -0.00207439 0.00324343 -0.0191117 -0.00302394 -0.00799469 -0.0152809 -0.0257376 internal_weight=330929 330798 58045.8 272752 55871.4 1988.33 53883.1 7744.43 46138.7 7757.37 5190.18 804.249 38381.3 2567.19 21138.6 17992.5 10842.8 6668.42 7149.67 3146.19 5936.04 2999.84 1214.36 19391.7 1406.11 556.668 4174.36 1187.94 503.78 312.286 internal_count=1411354 1407444 257183 1150261 241408 8304 233104 35929 197175 32269 21131 3376 164906 11138 92238 78837 47302 29340 31535 13401 26170 13946 5613 85465 5847 2342 17962 5364 2182 1356 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 1 0 2 2 2 2 0 0 2 1 3 2 0 2 0 2 0 0 1 2 2 0 2 0 0 split_gain=136.059 111.644 151.63 156.149 64.2501 52.2402 50.9363 56.5631 65.2723 90.3242 60.6792 56.3815 51.961 50.8933 49.2306 77.8113 128.172 182.846 76.9881 120.436 82.672 93.2535 60.5413 52.1641 50.2854 47.5777 110.976 63.0313 65.5077 56.2168 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99998.222656250015 -18.499999999999996 5.5000000000000009 8.5000000000000018 2363.3640136718755 21631.834960937504 79088.097656250015 68839.980468750015 2.5000000000000004 3.5000000000000004 94341.222656250015 29.500000000000004 2.0774999856948857 4973.6452636718759 48.500000000000007 1317.2869262695315 45.500000000000007 2855.797973632813 54.500000000000007 89.500000000000014 9.5000000000000018 2760.058227539063 16278.651855468752 51.500000000000007 35406.285156250007 82.500000000000014 34.500000000000007 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 -3 7 -6 -9 10 12 13 -10 -11 15 16 18 23 -7 24 21 -21 -16 -18 -20 29 -27 28 -28 -8 right_child=1 5 4 -5 6 14 25 8 9 11 -12 -13 -14 -15 22 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.031042663835737078 -0.010389368173233431 -0.00038967098398923059 0.0060780360396064711 0.025124110221519686 0.0072741457761112066 -0.0065478514589146358 0.0012522291314539177 -0.0016886479737455943 -0.0028998996507411043 -0.010363469067387372 0.016262257435811788 -0.0022554501781838652 0.0061223772148974879 0.0094352285346920861 0.005134844510237711 -0.00011400783405500726 -0.011155613975201817 0.0026866513171645299 -0.0013156260820349152 0.0067386213446562091 -0.0098327656831547778 -0.010779194831077591 -0.01634482797141442 -0.022765835010072802 0.01117007605517804 -0.002207392980385321 0.0012186697182891106 0.005852835189140604 -0.01325119258073563 -6.2876308139119146e-05 leaf_weight=126.91644299030304 150.65362154692411 156184.10572052747 1831.727922514081 427.96139891818166 1694.1601571887732 2545.4158353060484 50394.421764165163 4081.2559878975153 687.0661216378212 138.62389083206654 447.79028125852346 3144.7057788223028 3506.4433827549219 743.93683378398418 1275.7527137845755 5928.9402882456779 670.30167374014854 593.94039511680603 419.31510381400585 888.19296407699585 1111.2604688256979 395.17755448818207 130.14450953900814 724.97487542033195 943.59161253273487 16827.410888105631 1988.1692841053009 2811.4387210458517 328.04303933680058 69736.414893820882 leaf_count=3910 3481 648855 9990 11373 8284 13446 212652 19922 4152 849 2965 14110 17215 4969 5231 25296 2894 2430 1745 3634 5233 1632 616 3124 3927 68313 8369 12242 1395 289100 internal_value=-1.30967e-05 -2.50134e-05 0.000548043 0.0158775 0.000492033 -0.00055514 0.000426665 0.002124 0.00143967 0.00291251 0.00576507 -0.000374978 0.00464416 0.00632545 -0.00220892 -0.00273836 -0.00461478 -0.011254 -0.00251944 0.000209463 -0.00384246 0.00134451 0.00314646 -0.0171882 0.0073287 0.000254119 -0.00103001 0.00283382 -0.000830684 0.000488805 internal_weight=330878 330751 158940 578.615 158362 171811 156530 14444 12749.8 8668.57 4641.3 4027.27 4193.51 882.561 15627 14221.1 8292.17 1989.22 6302.95 3757.54 2394.63 1283.37 1405.9 1395.28 1362.91 142086 21955.1 5127.65 2316.21 120131 internal_count=1411354 1407444 689381 14854 674527 718063 664537 72466 64182 44260 24332 19928 21367 5818 69208 63361 38065 8448 29617 16171 10499 5266 5847 6018 5672 592071 90319 22006 9764 501752 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 0 2 2 0 1 1 0 0 2 0 0 1 1 1 2 1 0 2 0 0 0 0 2 2 split_gain=131.895 107.472 91.8738 65.8182 48.0739 69.0439 61.8422 46.3087 83.5137 65.396 73.8136 68.5458 97.7756 60.1415 73.3063 156.107 73.6758 62.5446 61.4473 61.0502 46.4531 45.1654 44.644 44.2951 132.667 89.4083 155.788 107.91 94.3814 88.0564 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 4.5000000000000009 94341.222656250015 55.500000000000007 18.500000000000004 9759.5722656250018 1235.1978759765627 48.500000000000007 -21.499999999999996 -9.4999999999999982 34.500000000000007 54.500000000000007 3645.8532714843755 37.500000000000007 33.500000000000007 -25.499999999999996 -7.4999999999999991 -3.4999999999999996 1750.7693481445315 -10.499999999999998 48.500000000000007 35406.285156250007 80.500000000000014 6.5000000000000009 57.500000000000007 63.500000000000007 99998.222656250015 52584.906250000007 decision_type=2 2 2 2 2 2 2 2 2 2 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 23 6 -6 -4 8 21 11 -11 12 -9 14 16 19 -10 -15 20 -16 -18 -8 -17 24 -3 -25 28 -28 -27 -29 right_child=1 3 4 -5 5 -7 7 9 13 10 -12 -13 -14 17 15 22 18 -19 -20 -21 -22 -23 -24 25 -26 26 27 29 -30 -31 leaf_value=0.031010796523253382 0.0072196015528804012 -0.0001715655983038181 0.0032738292066792811 -0.0019593866676196788 -0.0059133510473043218 0.010267350996326283 0.0058106072213342632 -0.016838415454581718 -0.0014853029256376967 0.036525716374688266 0.0017386766305890157 -0.001938738437529727 0.0095589319178797337 -0.037604897957243262 0.0079092104643074691 -0.0054452349875958768 -0.0095799550952232557 -0.00070944130579492454 0.0055143807114914102 0.0017684028054999242 0.015577422046651053 -0.00090076129536992354 0.0017377306231755136 0.0026830291998170401 -0.0044161971404487847 -0.00014519090348792693 0.017110558833480838 -0.0037294659361686655 -0.0049616992265635127 0.0051177152696136484 leaf_weight=123.2901569083333 2159.8353130146861 211010.70609174296 9539.6241187304258 19365.231986135244 1711.2232445627451 275.56063580513 957.96642464399338 627.60827733576298 1108.1572144627571 56.143195763230324 2472.0018759220839 4598.8293090313673 158.09692928195 41.838504582643509 2639.9569331407547 2630.4952276647091 71.182037830352783 3549.4148721843958 4542.9158993810415 3251.8429592996836 917.69569846987724 15574.367900744081 1106.2510734647512 14188.124547705054 6842.0066400393844 10014.870202854276 509.33604177832603 1412.0365746766329 5771.7596290260553 3578.3263766095042 leaf_count=3910 15775 878377 43833 85465 7005 1299 4556 2644 4896 296 10726 18637 668 211 12316 11049 352 15140 19591 13637 4521 64985 5046 71649 28540 40265 2085 5751 23252 14877 internal_value=-1.26861e-05 -2.42527e-05 0.00114854 -0.000273659 0.000913676 -0.00366914 0.00108278 0.000611002 0.00106326 -0.00146903 0.0025112 -0.00333782 -0.0115268 0.00237448 0.00315014 0.00147782 0.00557517 -0.00113928 0.00698956 0.00451993 0.0137665 -0.000511871 -0.00331874 -0.000144796 -0.000304875 0.000838268 -0.000391334 0.0039569 -0.00190616 0.00261438 internal_weight=330807 330683 57991 272692 55831.2 1986.78 53844.4 44304.8 36392.1 7912.68 2528.15 5384.53 785.705 19859.8 16268.5 9628.55 6639.95 3591.25 5531.79 5891.8 988.878 16532.3 3736.75 253327 217853 35474.5 21286.3 5499.7 15786.6 4990.36 internal_count=1411354 1407444 257183 1150261 241408 8304 233104 189271 156300 32971 11022 21949 3312 86759 71408 42048 29360 15351 24464 25953 4873 69541 16095 1064796 906917 157879 86230 22713 63517 20628 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=0 1 0 3 2 2 0 2 0 2 0 2 2 2 0 2 0 2 0 2 2 0 2 1 0 0 2 2 3 0 split_gain=125.293 92.6476 72.853 69.588 81.5597 74.9923 65.3806 89.1684 324.941 575.452 281.36 236.901 145.058 111.702 109.97 118.831 234.252 197.839 77.4479 76.1804 72.161 261.518 210.984 137.91 88.258 82.6301 70.9948 79.1519 173.333 138.973 threshold=1.0000000180025095e-35 -6.4999999999999991 4.5000000000000009 1.532000005245209 3197.024536132813 8492.8930664062518 18.500000000000004 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 35406.285156250007 45803.917968750007 89168.484375000015 6.5000000000000009 72077.554687500015 3.5000000000000004 65292.480468750007 3.5000000000000004 56351.945312500007 10470.297851562502 5.5000000000000009 3023.088989257813 1.0000000180025095e-35 4.5000000000000009 14.500000000000002 1090.4144287109377 3645.8532714843755 2.0774999856948857 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 4 -4 -6 7 10 9 13 12 20 -3 -9 15 16 17 -13 -17 -14 22 -22 23 -12 -24 -25 -8 28 29 -28 right_child=1 6 3 -5 5 -7 26 8 -10 -11 11 14 19 -15 -16 18 -18 -19 -20 -21 21 -23 24 25 -26 -27 27 -29 -30 -31 leaf_value=0.030979936421477616 0.014888608523708982 -0.0049519022298308984 0.0093458101783867754 0.00057095690259656982 -0.0080507264431262347 0.0078588800430023538 -0.0010183933938083221 -0.00063354283406603419 -0.0038710814725441533 0.012395625913648936 0.0040120426075386838 -0.015271819707628021 -0.030821923547632673 -0.020144747304561967 0.0020538128560155604 0.024826485508223407 0.0108491377805254 0.0099677941896298503 -0.021621668709421817 -0.0070653677307600396 -0.0084632805027507405 0.0032316814332418093 0.0038486986417010953 -0.0029815360492102946 -0.0039963764633113652 0.0026841944655599426 0.0048045648480537842 -0.00037418100297979297 -0.0025476579311225897 0.00077258039094268668 leaf_weight=117.65048791281879 429.59713336825371 1452.5056892186403 2119.0274652093649 6863.2493295148015 585.0256430208683 489.97581233084202 85627.313538119197 427.67776835337281 11953.736393138766 3127.0192550867796 11262.65491874516 664.76434867084026 370.3223774805665 690.3643690943718 3851.9152727723122 514.84804302453995 3716.7609909176826 482.28409916162491 34.471594274044037 180.79268041625619 1896.600733846426 18571.696977481246 1453.5246693491936 6146.8944650739431 11516.602103978395 3717.9520747661591 11458.822699338198 108494.40722890198 9120.974289894104 23414.855052903295 leaf_count=3841 4162 9932 10096 32429 2749 2174 359274 2030 49416 23586 50693 3146 2005 3042 15556 2868 16984 2408 153 1266 8586 77242 7000 26199 48531 15678 46971 449957 37872 95432 internal_value=2.6422e-05 1.54078e-05 0.00279011 0.00227332 0.00593132 -0.000799274 -7.54808e-05 0.000654932 -0.00133903 0.00579101 0.00114555 0.00149302 -0.00992407 -0.0126812 0.00592835 0.00868543 0.00719165 -0.00465966 0.0219117 -0.0230286 0.000739924 0.00214802 -0.000105337 0.00174364 -0.0031172 -0.000846185 -0.000327115 6.10591e-05 0.0011344 0.00209741 internal_weight=330754 330637 10486.9 10057.3 3194.03 1075 320150 82033.4 16198.8 4245.06 65834.6 63831 2003.62 1118.04 9265.04 5413.13 4863.81 1147.05 549.32 551.115 54565.9 20468.3 34097.6 21127.5 12970.1 9864.85 238116 152489 43994.7 34873.7 internal_count=1411278 1407437 51610 47448 15019 4923 1355827 366321 78074 28658 288247 275044 13203 5072 41115 25559 22538 5554 3021 3271 233929 85828 148101 92570 55531 41877 989506 630232 180275 142403 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=0 1 0 3 2 2 0 2 0 2 0 2 2 2 0 2 0 2 0 2 2 0 2 1 0 0 1 2 2 3 split_gain=121.475 87.2911 69.5439 65.7061 77.1971 70.5121 61.5536 83.9436 306.201 543.204 264.8 223.497 136.559 105.002 104.193 113.873 221.262 185.754 73.6872 71.966 67.9138 245.999 198.549 129.957 83.0287 77.7706 67.6803 66.805 74.4794 163.103 threshold=1.0000000180025095e-35 -6.4999999999999991 4.5000000000000009 1.532000005245209 3197.024536132813 8492.8930664062518 18.500000000000004 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 35406.285156250007 45803.917968750007 89168.484375000015 6.5000000000000009 72077.554687500015 3.5000000000000004 65292.480468750007 3.5000000000000004 56351.945312500007 10470.297851562502 5.5000000000000009 3023.088989257813 1.0000000180025095e-35 4.5000000000000009 14.500000000000002 10.500000000000002 1090.4144287109377 3645.8532714843755 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 2 -2 4 -4 -6 7 10 9 13 12 20 -3 -9 15 16 17 -13 -17 -14 22 -22 23 -12 -24 -25 -16 -8 29 -29 right_child=1 6 3 -5 5 -7 27 8 -10 -11 11 14 19 -15 26 18 -18 -19 -20 -21 21 -23 24 25 -26 -27 -28 28 -30 -31 leaf_value=0.030950040666635568 0.014593913653479399 -0.0048035897349442171 0.0090997006787136916 0.00055394163155419735 -0.0077852344827758196 0.0076407492254119639 -0.00098791538658848151 -0.00061446484226834307 -0.0037541420501835776 0.012079394241792593 0.0038967413285334864 -0.014760457006506677 -0.029929291908364016 -0.019528601067760908 0.0013302702569572399 0.024349198481505959 0.010558471110953767 0.0097018664686388031 -0.020845468166055862 -0.0068447993283216185 -0.0082027961712499656 0.0031360200783890498 0.0037351470850258651 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0.00576683 -0.000774498 -7.32015e-05 0.000635776 -0.00129958 0.00563615 0.00111192 0.00144919 -0.00962758 -0.0122956 0.00576165 0.00845183 0.00699275 -0.00451627 0.0214679 -0.0223448 0.000718024 0.00208422 -0.000102198 0.0016927 -0.00302322 -0.000821021 0.0019924 -0.000317314 5.92299e-05 0.00110046 internal_weight=330679 330564 10473.9 10048.7 3186.83 1075.66 320091 81984.1 16187.6 4231.34 65796.5 63793.1 2003.38 1118.5 9247.96 5396.44 4852.48 1147.79 543.956 550.948 54545.1 20462.3 34082.9 21110.8 12972.1 9862.53 3851.52 238106 152485 43990.9 internal_count=1411278 1407437 51610 47448 15019 4923 1355827 366321 78074 28658 288247 275044 13203 5072 41115 25559 22538 5554 3021 3271 233929 85828 148101 92570 55531 41877 15556 989506 630232 180275 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=0 1 0 3 2 2 1 2 0 1 0 1 2 0 2 1 1 1 0 2 3 2 2 3 0 1 2 2 2 2 split_gain=117.777 82.2423 66.3684 62.0378 73.0592 66.3036 60.2308 67.1097 58.4195 57.301 51.0714 48.6377 47.8769 47.798 45.9588 45.3275 55.0968 45.0127 43.0534 69.4517 48.5826 86.9509 117.782 85.8381 101.761 45.5935 73.7551 44.8966 113.037 94.3697 threshold=1.0000000180025095e-35 -6.4999999999999991 4.5000000000000009 1.532000005245209 3197.024536132813 8492.8930664062518 1.5000000000000002 1681.4685058593752 91.500000000000014 -31.499999999999996 48.500000000000007 24.500000000000004 1681.4685058593752 41.500000000000007 2406.084106445313 47.500000000000007 10.500000000000002 -36.499999999999993 17.500000000000004 803.05700683593761 1.0619999766349795 3645.8532714843755 4406.9799804687509 1.1980000138282778 52.500000000000007 1.0000000180025095e-35 87.134357452392592 7602.1542968750009 3501.286010742188 2320.079467773438 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 18 15 11 -5 12 -9 -4 14 -13 16 -8 -12 19 25 21 -20 -23 24 27 -3 -27 28 29 -22 right_child=1 6 3 9 5 -7 7 8 -10 -11 17 13 -14 -15 -16 -17 -18 -19 20 -21 23 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030921087178854147 0.014302845905126392 0.0064489569949891801 0.0065159154131001909 0.012205072653087776 -0.0075294613119667644 0.007428393291129363 -0.0019491295680306084 -0.00032270195030353064 -0.010272455955904737 -0.00010683479577204853 -0.04440261532484948 -0.032122233933906418 0.019051647702287212 0.001836283744260884 0.015508823621480637 0.043482354319926392 -0.0080131078590650138 0.0047832066233906836 -0.00063678846280903719 0.00051631319737921379 -0.0033965718439919563 0.00716133242352417 -0.0015695560820584474 2.9881687802098859e-05 0.0012152225989982026 -0.038286653735911211 0.0014362692386442422 0.0010090222976314235 -0.0078085818814035831 0.0041103680139204599 leaf_weight=111.00674275308847 420.8945849314332 3086.6727356985211 506.27283455431461 359.0016190558672 588.50426895916462 487.76890799403191 18219.431031823158 41644.436182200909 516.6408729031682 6501.5204932689667 17.035986512899399 19.060720309615135 598.17956280708313 1180.4170365035534 419.25148116052151 19.398990899324417 1456.2967422753572 981.98404867947102 7001.8243621885777 60982.305677607656 8306.5088400095701 4146.7962780892849 2092.2222512811422 154221.4349893108 6613.5137354880571 43.049578562378883 1845.0004283636808 2014.1158568263054 4363.4948463141918 1841.1884621679783 leaf_count=3841 4162 13772 2355 2083 2749 2174 81328 171405 2234 30346 91 77 2969 4809 1684 89 7696 4681 28802 278787 34179 19486 8698 631910 28006 190 7723 8192 19275 7485 internal_value=2.49471e-05 1.45697e-05 0.00263212 0.00214287 0.00560672 -0.000750535 -7.0992e-05 -0.00089841 -0.000244142 0.00053743 0.00885951 -0.000124386 0.0133054 0.00497761 0.0134375 -0.00235276 -0.00239795 0.00394446 0.000133719 0.000794358 -9.48934e-05 0.00165805 0.00423347 -0.00022576 -0.00192962 0.00420275 0.000530544 -0.00318821 -0.00377077 -0.00203452 internal_weight=330605 330494 10461.2 10040.3 3179.75 1076.27 320033 63474.9 43779.8 6860.52 2103.47 43263.2 1104.45 1618.73 438.312 19695.1 19675.7 999.02 256558 65957 190601 13240.8 6239.02 177360 23138.8 4974.72 1888.05 16525.3 14511.2 10147.7 internal_count=1411278 1407437 51610 47448 15019 4923 1355827 269322 180209 32429 10096 177975 5324 6570 1761 89113 89024 4772 1086505 300472 786033 56986 28184 729047 97137 21685 7913 69131 60939 41664 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 0 1 0 2 1 1 0 2 2 2 0 2 0 2 2 2 0 0 2 2 2 2 0 0 1 split_gain=114.195 79.2739 63.2966 63.2258 55.1367 46.1813 44.1476 46.1667 43.2859 42.0763 52.1724 41.2127 175.278 141.833 59.0256 138.293 78.7804 74.4269 147.184 68.9218 55.4352 243.043 73.7486 85.2128 168.803 93.3573 63.1616 83.7561 93.0244 73.5275 threshold=1.0000000180025095e-35 -18.499999999999996 1.5000000000000002 1681.4685058593752 92.500000000000014 9.5000000000000018 24.500000000000004 41.500000000000007 2406.084106445313 47.500000000000007 10.500000000000002 5.5000000000000009 39331.130859375007 13381.118652343752 45803.917968750007 4.5000000000000009 42648.800781250007 1.5000000000000002 99998.222656250015 42648.800781250007 99998.222656250015 59.500000000000007 17.500000000000004 13381.118652343752 3023.088989257813 7113.1401367187509 15542.858398437502 38.500000000000007 91.500000000000014 -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 5 11 9 6 -2 -5 8 -8 10 -4 12 13 -3 15 16 -14 18 -16 -17 22 -22 23 24 -13 -26 -24 29 -29 -28 right_child=1 2 3 4 -6 -7 7 -9 -10 -11 -12 20 14 -15 17 19 -18 -19 -20 -21 21 -23 26 -25 25 -27 27 28 -30 -31 leaf_value=0.03089304115740539 0.015150473182489237 0.0011645914565562359 -0.0018917965038304267 -0.00032209462782724742 -0.011119742342935142 0.0036932968033136951 -0.03124763897881801 0.0016513401182605208 0.015039592925723152 0.04155305135976007 -0.0078033850818039902 0.0022866091427298 0.011092356404179294 -0.0081362142362924727 -0.016437374146323198 0.0075027763413343784 -0.01459187821787356 0.0023233148066634591 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704836 64142 21890 28020 1723 44498 2321 49970 internal_value=2.42153e-05 1.41428e-05 -2.06276e-05 -0.000871721 -0.000236829 0.0062238 -0.000132675 0.00470461 0.0130326 -0.00228412 -0.00232801 0.000183065 0.00153739 -0.00263924 0.00354757 0.00977737 -0.00371319 0.00287531 0.0134747 0.017245 7.97729e-05 -0.00223706 0.000167185 0.00128562 0.000305276 -0.00242367 -8.27966e-05 -0.00151465 0.00036121 -0.00317106 internal_weight=330550 330442 328602 63457.2 43778.3 1839.98 43363.3 1634.05 438.367 19679 19659.3 265145 18789.2 6104.87 12684.3 1235.46 440.21 11448.8 566.716 795.255 246355 8956.87 237399 43367.9 28097.7 11819 194031 24260 11376.4 12883.6 internal_count=1411278 1407437 1396676 269322 180209 10761 178388 6632 1761 89113 89024 1127354 101411 31728 69683 5963 2355 63720 12680 3608 1025943 36671 989272 185924 121782 49910 803348 98512 46819 51693 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=0 1 0 3 2 2 0 1 1 2 0 0 2 0 2 0 2 2 2 2 1 1 0 1 2 0 0 2 0 2 split_gain=110.725 76.4764 61.5453 58.3436 69.2734 62.217 55.6804 98.6856 81.4028 81.2324 136.909 95.0179 65.8196 268.665 509.846 220.237 129.981 112.85 99.8046 98.9017 80.0107 79.6132 73.9464 70.1653 68.4374 64.4776 61.1344 58.6548 344.229 220.293 threshold=1.0000000180025095e-35 -6.4999999999999991 4.5000000000000009 1.532000005245209 3197.024536132813 8492.8930664062518 32.500000000000007 8.5000000000000018 29.500000000000004 56351.945312500007 56.500000000000007 80.500000000000014 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 45803.917968750007 4973.6452636718759 1383.2932128906252 89168.484375000015 1.0000000180025095e-35 16.500000000000004 17.500000000000004 -3.4999999999999996 56351.945312500007 97.500000000000014 7.5000000000000009 4973.6452636718759 50.500000000000007 8136.8720703125009 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 -9 11 -11 27 15 14 19 16 -3 18 20 -14 22 -19 -17 -20 -18 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5360.7290424853563 1371.3367787748575 912.38597942888737 4151.3153620362282 8515.4129734709859 427.39377396553755 14427.904509827495 3089.9560488462448 6660.8871227800846 369.40260010957718 62284.393775075674 1010.7051228731871 691.04372387379408 18993.295362174511 492.19604556262493 15238.300441503525 4372.1343360096216 180.99316147342324 94.335681475698948 19052.87328132987 3999.4401956498623 16549.523761734366 13510.790650233626 leaf_count=3841 4162 9932 10096 32429 2749 2174 488570 24643 5718 3691 17431 35616 2030 59379 23586 30085 2005 259942 4698 3042 81148 1976 62469 20177 1266 450 79363 16710 67298 54602 internal_value=2.35131e-05 1.37367e-05 0.00254043 0.00207216 0.00543634 -0.000748862 -6.87142e-05 -0.000437604 -0.00399771 -0.000291883 0.00341343 -0.000411849 0.000355877 -0.00131156 0.00535789 0.000594719 -0.00927846 0.000749022 -0.000123825 -0.0119982 0.00078261 0.00165735 0.00201844 -0.00164072 -0.0216927 0.00567918 -0.00197464 -0.000237747 -0.00133312 -0.00426517 internal_weight=330492 330387 10440.5 10026.1 3171.82 1076.55 319946 171203 6732.07 164471 5158.04 159313 148743 18636.3 4208.39 130107 2002.09 128105 65328.2 1118.44 40892.5 62776.6 21899.2 24435.7 550.396 4245.65 23425 150798 34059.8 17510.2 internal_count=1411278 1407437 51610 47448 15019 4923 1355827 714729 30361 684368 21572 662796 641098 88037 28658 553061 13203 539858 277940 5072 173702 261918 92554 104238 3271 17881 99540 627180 138610 71312 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 0 1 2 0 0 2 2 2 3 0 0 0 2 2 2 0 2 2 0 0 0 1 1 0 split_gain=109.302 90.0045 112.755 111.23 53.9261 48.8458 55.0951 46.4972 41.0417 85.0526 79.0184 187.691 94.3903 60.9347 456.337 159.586 125.395 108.029 384.615 108.32 61.846 59.9786 59.2429 50.9474 126.227 119.928 104.683 77.332 88.0608 65.2494 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 99998.222656250015 1.5000000000000002 112.57336044311525 46.500000000000007 -43.499999999999993 36598.957031250007 81.500000000000014 5.5000000000000009 10010.478027343752 2713.268676757813 79088.097656250015 40.666500091552741 17.500000000000004 61.500000000000007 2.5000000000000004 99998.222656250015 89168.484375000015 56351.945312500007 91.500000000000014 34238.300781250007 13381.118652343752 18.500000000000004 40.500000000000007 14.500000000000002 23.500000000000004 11.500000000000002 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 3 -2 -5 6 -4 -7 9 10 11 12 -3 14 15 -10 17 18 19 -15 -16 -17 -13 26 -25 27 -12 28 -26 -28 right_child=1 8 5 4 -6 7 -8 -9 13 -11 23 22 -14 16 20 21 -18 -19 -20 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31 leaf_value=0.030839604685600545 0.00015088354754106849 -0.011209295518274032 0.011539194064256981 0.022876523702084893 0.0090070010644460654 0.016056629874309912 0.00034863619866668791 0.00034130261265501258 0.0076037305277731459 -0.0047612204646381709 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134.5692902058363 327.31401693820953 49642.118596121669 leaf_count=3904 8516 1563 3183 11441 4873 1141 3487 656392 19732 18720 42257 7582 5454 1400 1607 23448 8137 32591 8975 2383 603 603 811 31338 20213 23691 252268 540 1346 212875 internal_value=-1.28412e-06 -1.09398e-05 0.000504298 0.0074496 0.0140557 0.000412169 0.00564636 0.000358509 -0.000487012 -0.000675476 -0.000548308 -0.0050804 0.00225614 0.000654854 0.00227428 0.00352916 -0.000737825 -0.00197621 0.00286835 -0.0132954 -0.0268364 0.000258701 -0.0118916 -0.000438482 0.000996859 -0.00101688 -0.000667484 -0.00420402 -0.00476766 -0.000400487 internal_weight=330341 330237 158595 2076.21 1089.81 156519 1588.33 154930 171642 147326 142879 3380.45 1627.46 24316.1 11242.8 10778.2 13073.3 11101.1 3016.81 920.599 464.616 5979.07 1752.99 139499 19194 11390.2 120305 5497.36 5362.79 110267 internal_count=1411074 1407170 689033 24830 16314 664203 6670 657533 718137 618658 599938 15410 7017 99479 45993 43783 53486 45349 12758 3783 2210 24051 8393 584528 77128 45790 507400 22099 21559 465143 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=0 1 0 3 0 2 2 2 2 2 2 2 2 0 2 2 2 2 2 2 2 2 2 2 2 0 0 2 1 0 split_gain=105.981 86.7699 95.141 49.5318 186.162 82.6418 235.237 118.439 83.6277 123.975 69.4775 67.2267 67.1306 60.9819 137.937 78.04 68.4081 58.737 57.8963 56.8061 52.2468 54.768 48.2027 48.2003 56.5164 63.1691 56.2775 280.177 52.8116 43.999 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 1.1980000138282778 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 3673.1176757812505 6806.8054199218759 837.96789550781261 45803.917968750007 7434.1564941406259 51.500000000000007 3575.3942871093755 3673.1176757812505 2583.655151367188 145.16793060302737 5797.4450683593759 170.15808868408206 418.29415893554693 478.39485168457037 999.28067016601574 282.77769470214849 135.51687622070315 60.500000000000007 44.500000000000007 216.45584106445315 1.0000000180025095e-35 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 -2 4 5 7 10 17 -8 -10 20 12 13 19 16 -16 -15 -3 -17 -6 -7 -22 -12 24 29 26 -26 -28 -29 -5 right_child=1 3 -4 23 11 6 8 -9 9 -11 22 -13 -14 14 15 18 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.030814109348947731 0.0072897204926425469 0.0033707259845654936 0.00080857541878457003 0.0030383840666941739 -0.0031454888713346972 -0.014815691095428392 -0.00058341244702104784 0.0080337070769536667 -0.01296025119637566 -0.0019844200833580433 -0.023372047245904932 -0.020867972533885722 0.0052696776756930991 1.3152626678049545e-05 -0.008314906624017902 0.0071644190465021979 0.00902396330992534 -0.0054131329940849994 -0.0085729759655029086 0.0030386230385965065 0.020479353111610431 -0.0057959574269300226 -0.011435278442250462 7.8632315625369511e-05 -0.0022898659219643593 -0.0061352012152762403 -0.0026484939306372088 0.0029696365835982469 0.017483790800819642 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56.7957 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 99998.222656250015 1.5000000000000002 112.57336044311525 46.500000000000007 -43.499999999999993 99998.222656250015 55.500000000000007 19.500000000000004 2668.121704101563 7781.1735839843759 912.96624755859386 5664.3623046875009 50.500000000000007 32.500000000000007 -8.4999999999999982 9293.0400390625018 8871.7465820312518 -21.499999999999996 44.500000000000007 28.500000000000004 48.500000000000007 3985.294067382813 1192.975524902344 3023.088989257813 -5.4999999999999991 1.0205000042915346 20329.439453125004 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -10 11 -9 -13 -12 21 16 17 19 -18 -16 -17 22 -15 24 25 -23 27 -27 -25 -19 right_child=1 -3 5 4 -6 7 -8 8 9 -11 13 12 -14 14 15 20 18 29 -20 -21 -22 23 -24 28 -26 26 -28 -29 -30 -31 leaf_value=0.030789403909848984 9.0207565587173611e-05 -0.00046748874055560941 0.011157815189977237 0.0226589306169016 0.0087378441561708538 0.015691731640798033 0.00029931594212115402 0.0033441253884631652 -0.003199717274793588 0.0070143492272498158 -0.00076179628109434975 -0.0036658691403584592 0.0020208528753082318 -0.00086708444143014098 0.004281042769718974 0.033852972852245374 -0.0088300135039519508 0.0031194758644027634 -0.0024546672712822504 -0.016166166574859014 0.0011563601074467353 -0.0097119155451042757 0.0038027413234324545 0.0068491419766367164 -0.013816445146139712 0.014694200820942754 -0.0050102597251646336 0.0010954487161874218 0.00081178994420949915 -0.0014134903223260245 leaf_weight=97.525935119017959 985.03295746445656 171576.96249778569 749.68037092685699 387.75075356289744 688.00594437122345 167.68870197981596 836.15587113797665 12518.548702999949 6027.4859295934439 912.48333445191383 40845.804332897067 5693.5858152583241 17304.603114269674 4738.6167984008789 241.93447123467922 56.274343743920326 2635.5918051749468 6055.042213305831 6523.8864020109177 669.29321724176407 8690.4558999836445 780.78441114723682 15578.396434232593 1668.4281971752644 568.54421146214008 362.19845360517502 1590.4761728346348 2104.8227861821651 14943.58162252605 4222.419490724802 leaf_count=3904 8516 718137 3183 11441 4873 1141 3487 56381 25678 4127 166820 25557 78872 19897 1181 305 10704 25021 26395 2833 36451 3156 65673 8635 2291 1779 6459 8619 62633 16925 internal_value=-1.20967e-06 -1.03059e-05 0.000484448 0.00722372 0.0137556 0.000395698 0.00543251 0.000344132 0.0003275 -0.00185675 0.000430066 0.00157564 0.00061301 6.76827e-05 0.000541998 -0.00083162 -0.00177658 0.000280286 -0.00428914 -0.0107374 0.00136672 0.001486 0.00271358 0.000353308 -0.00291833 -0.0016377 -8.39819e-05 0.00309196 0.00141815 0.00125714 internal_weight=330222 330125 158548 2060.79 1075.76 156487 1585.84 154901 154733 6939.97 147793 35516.7 22998.2 112277 71430.7 29094.9 20348.2 11188.7 9159.48 911.228 8746.73 42335.8 20317 22018.8 5406.83 4838.28 4057.5 2467.02 16612 10277.5 internal_count=1411074 1407170 689033 24830 16314 664203 6670 657533 656392 29805 626587 160810 104429 465777 298957 119815 83059 45960 37099 4014 36756 179142 85570 93572 22304 20013 16857 10398 71268 41946 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=0 1 0 3 0 2 2 2 2 2 2 2 2 0 2 2 2 2 2 2 2 1 2 2 0 2 0 2 1 2 split_gain=99.6473 79.1831 89.1152 45.5996 171.837 76.8263 221.684 111.494 77.2046 121.098 64.7458 63.0412 63.4904 56.5226 130.448 73.7009 64.2277 55.0487 54.4988 52.7375 50.1771 58.292 46.3325 44.8223 52.0797 45.7402 56.0514 262.346 49.2957 43.7609 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 1.1980000138282778 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 3827.414184570313 6806.8054199218759 837.96789550781261 45803.917968750007 7434.1564941406259 51.500000000000007 3575.3942871093755 3673.1176757812505 2583.655151367188 145.16793060302737 5797.4450683593759 170.15808868408206 308.83364868164068 1.0000000180025095e-35 999.28067016601574 282.77769470214849 60.500000000000007 145.16793060302737 44.500000000000007 216.45584106445315 1.0000000180025095e-35 317.97758483886724 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 17 -8 -10 20 12 13 19 16 -16 -15 -3 -17 -6 21 -7 -12 24 25 -5 -27 -28 -29 -25 right_child=1 3 -4 23 11 6 8 -9 9 -11 22 -13 -14 14 15 18 -18 -19 -20 -21 -22 -23 -24 29 -26 26 27 28 -30 -31 leaf_value=0.030765469818758752 0.0070607350089335105 0.0032664104227319696 0.00077052673627900391 0.0031792993928128161 -0.003036777973052073 -0.0042643014758805371 -0.0005698340685708007 0.0078034671117371782 -0.012875752778235196 -0.0018756815835573404 -0.022709967346998879 -0.020197214364420752 0.0051202919514605257 2.441285934950374e-05 -0.0080872462295693628 0.0069443136392697297 0.0087556345381818793 -0.005237462830639996 -0.0083277351895543281 0.0029233503899904313 -0.0044004309038609846 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internal_value=-1.14404e-06 -9.97298e-06 0.00100006 -0.000223742 -0.00115643 -0.00337552 -0.00454827 -3.20351e-05 -0.00256568 -0.00591834 -0.0122568 0.000576653 0.000697614 0.000122066 -0.00135161 -0.00576208 0.00112492 -0.00282876 0.00161858 0.00185991 -0.00796546 -0.0167117 -0.0173411 -6.22137e-05 -0.00130762 -0.000722971 -0.00125095 0.00148481 0.0135025 7.72855e-05 internal_weight=330156 330061 57654 272408 40213 17633.9 13054.9 4579.07 10384.1 3874.93 2670.74 22579 22448.3 19863.4 10748.6 3865.15 6883.48 3374.58 925.95 9114.76 1448.31 419.395 1222.42 232195 23388.5 19980.5 17599.3 4873.67 1224.2 208806 internal_count=1411074 1407170 256529 1150641 173176 74899 55484 19415 43719 16643 11765 98277 97748 87268 47090 18649 28441 14416 3884 40178 6393 1861 5372 977465 98779 84343 74227 20595 5054 878686 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 0 1 2 0 0 2 2 2 3 0 0 0 2 2 0 2 2 0 2 1 2 0 0 0 split_gain=96.6273 76.3143 98.4948 102.287 52.8189 42.0521 48.3002 41.5147 37.987 80.5603 74.9651 177.199 88.879 57.3682 431.867 152.158 117.906 101.48 362.494 102.24 61.8918 59.2294 55.6246 55.4362 264.365 49.3825 46.3165 119.495 111.839 99.9428 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 99998.222656250015 1.5000000000000002 112.57336044311525 46.500000000000007 -43.499999999999993 36598.957031250007 81.500000000000014 5.5000000000000009 10010.478027343752 2713.268676757813 79088.097656250015 40.666500091552741 6.5000000000000009 61.500000000000007 2.5000000000000004 99998.222656250015 89168.484375000015 91.500000000000014 56351.945312500007 34238.300781250007 3.5000000000000004 65292.480468750007 92.500000000000014 13381.118652343752 18.500000000000004 40.500000000000007 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 -2 -5 6 -4 -7 9 10 11 12 -3 14 15 23 17 18 19 -15 -17 -16 -13 24 -10 -18 29 -28 -29 -12 right_child=1 8 5 4 -6 7 -8 -9 13 -11 26 22 -14 16 21 20 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.030742277840715253 3.4609625318247337e-05 -0.010894435071336556 0.010784943962661378 0.022440233220080145 0.0084764649933754769 0.015333200758785342 0.00028960082418691803 0.00031359345635480055 -0.017195627255912744 -0.004607861984972263 -0.0034843725765587351 -0.0096249530407143281 0.0059506349035197302 0.00038203253809026893 -0.032559699720315576 0.0015477962316853948 0.0066169398516718377 -0.003653334267016048 0.009698351194657966 -0.020435311177328691 -0.017996072230961304 -0.0080569551985282227 -0.02639071748057269 0.011701270420124794 0.015342461930283019 -0.034429482703404429 0.0038297619829979232 -0.0040682964411631857 0.0018813963066654528 -0.0003563065668070481 leaf_weight=91.985137389972806 983.77579177543521 362.68511092662811 747.42264351248741 379.0942929238081 683.09655857086182 165.8032354041934 836.09148477017879 154677.81217815727 361.73320163786411 4442.7859614193439 10029.270528033376 1547.0042723417282 1265.6023915857077 332.75130477547646 341.65724373608828 7513.8834515661001 1944.4853713661432 8083.4923516064882 2092.1440355926752 586.71483831107616 148.71900244057178 119.96193953603506 201.2708538249135 2155.7727975994349 593.36330415308475 26.742213234305382 7802.6630002707243 5495.2685079425573 5892.4597812741995 110203.99828699231 leaf_count=3904 8516 1563 3183 11441 4873 1141 3487 656392 1449 18720 42257 7582 5454 1400 1607 30190 7952 32591 8975 2383 603 603 811 9033 2508 185 31338 22099 23691 465143 internal_value=-1.11993e-06 -9.68898e-06 0.000464953 0.00700464 0.0134601 0.000379418 0.00524343 0.000329676 -0.000448164 -0.000629527 -0.000505754 -0.00492265 0.00219856 0.00065072 0.00222264 0.00344015 -0.000700894 -0.00190209 0.00279843 -0.0129016 0.00116848 -0.0261921 -0.0115551 0.00903564 0.00301899 0.00606009 -0.000398785 0.000969861 -0.000989691 -0.000617235 internal_weight=330110 330018 158473 2045.97 1062.19 156427 1583.51 154844 171544 147243 142800 3376.56 1628.29 24301.4 11235.1 10773.5 13066.3 11095.1 3011.61 919.466 7662.6 461.619 1748.28 3110.87 955.097 1971.23 139424 19190.4 11387.7 120233 internal_count=1411074 1407170 689033 24830 16314 664203 6670 657533 718137 618658 599938 15410 7017 99479 45993 43783 53486 45349 12758 3783 30793 2210 8393 12990 3957 8137 584528 77128 45790 507400 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=0 1 3 0 2 2 2 2 2 2 2 2 2 0 2 2 1 2 2 2 1 0 1 2 1 2 2 2 2 2 split_gain=91.3774 79.4071 58.4267 184.197 84.7542 254.449 110.494 85.4081 69.7778 65.6123 61.0153 71.2187 59.8698 57.6561 53.8483 57.8251 55.1144 118.514 70.9689 100.136 64.2639 68.1669 115.18 77.5921 94.9931 61.4201 52.8074 51.8774 53.1768 77.9395 threshold=1.0000000180025095e-35 -4.4999999999999991 1.1980000138282778 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 2855.797973632813 2320.079467773438 837.96789550781261 282.77769470214849 149.63704681396487 135.51687622070315 4.5000000000000009 99998.222656250015 7434.1564941406259 1.0000000180025095e-35 2911.024291992188 2406.084106445313 5311.5163574218759 3.5000000000000004 51.500000000000007 1.5000000000000002 3673.1176757812505 1.5000000000000002 157.11404418945315 219.22713470458987 14212.430175781252 3827.414184570313 6643.0878906250009 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 12 8 -7 -6 11 -4 -3 -2 15 16 18 25 -5 -20 21 22 -19 24 -23 -18 -27 28 -9 -30 right_child=1 2 10 14 5 7 -8 27 -10 -11 -12 -13 -14 -15 -16 -17 17 20 19 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.030719783628422523 0.011787222948149129 0.0062065499071488426 0.0026000758009261824 -0.00078001778774942822 -0.0082784809318681291 -0.0024502085773206454 0.0068960783212644048 -0.0026303136465108084 0.0047866293714206067 -0.017357580946358527 0.00021743108726358175 -0.001869708756364789 -0.0041878729610609188 0.0016973059305248953 -0.029163073392737313 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1014301 100571 14265 74996 221 12311 8070 6310 20686 1440 2365 8705 1440 2332 1738 6272 19368 4313 6846 7407 internal_value=9.64305e-06 1.53287e-06 -0.000106022 -0.00109534 -0.00320809 -0.00436847 -4.7604e-06 -0.00246694 0.000580462 -0.012363 6.35955e-05 -0.00127085 -0.00264554 0.00201442 0.000615544 0.000679766 0.00015098 -0.00113752 0.00188021 0.00440613 -0.00490897 -0.00375499 0.000662571 -0.0070154 -0.00988005 0.00107946 0.00251008 -0.00453963 -0.00559256 -0.00820675 internal_weight=330194 330107 313363 45862.5 20521.2 15064.3 5456.91 12169.7 4926.45 2894.59 267500 27650.1 3946.63 16743.9 25341.3 25286.7 22262.2 12756.8 9505.44 4875.81 4722.7 4259.53 1808.79 2450.74 1902.76 8034.06 6192.14 7243.22 6180.25 3283 internal_count=1411589 1407779 1327496 196905 86823 63830 22993 51120 20028 12710 1130591 116290 16752 80283 110082 109861 97550 56600 40950 22126 22890 20525 7750 12775 10443 33710 25640 31092 26779 14253 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=0 1 3 0 2 2 2 2 2 2 2 2 2 0 0 2 2 1 2 2 2 1 0 1 2 1 2 2 2 2 split_gain=88.614 74.7778 55.0258 173.428 79.8621 240.267 103.943 80.4544 65.662 62.2102 57.4154 67.0143 56.3414 54.8643 51.8534 50.6451 54.4175 51.9084 111.843 66.8882 94.2445 61.1138 64.4819 108.83 73.5244 90.1978 57.7996 49.5579 51.5907 50.0384 threshold=1.0000000180025095e-35 -4.4999999999999991 1.1980000138282778 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 2855.797973632813 2320.079467773438 837.96789550781261 282.77769470214849 149.63704681396487 135.51687622070315 4.5000000000000009 60.500000000000007 99998.222656250015 7434.1564941406259 1.0000000180025095e-35 2911.024291992188 2406.084106445313 5311.5163574218759 3.5000000000000004 51.500000000000007 1.5000000000000002 3673.1176757812505 1.5000000000000002 157.11404418945315 219.22713470458987 418.29415893554693 174.82500457763675 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 12 8 -7 -6 11 -4 -3 -2 -13 16 17 19 26 -5 -21 22 23 -20 25 -24 -19 29 -29 -28 right_child=1 2 10 15 5 7 -8 -9 -10 -11 -12 14 -14 -15 -16 -17 -18 18 21 20 -22 -23 24 -25 -26 -27 27 28 -30 -31 leaf_value=0.030698004759060316 0.0115292042577528 0.0060178998192391654 0.0025216805645315171 -0.00075655312141516685 -0.0080419171623828788 -0.0023768146419362551 0.0066864415033345507 -0.0044072570162756244 0.0046437180458017901 -0.016893418057360932 0.00021090939365149032 -0.0012873207024437835 -0.0040642112561372961 0.0016473435540758157 -0.0055154934746830687 -0.028275588382506794 0.0044357221423570138 -0.0036218288275330665 0.003999947479297535 0.0054446114465331536 -0.010675232445751814 -0.015163357932448981 -0.01255890623550875 -0.015490056154836899 0.0028415599385664954 0.0050235826820163327 -0.00011367696319078694 -0.0099770341746018478 0.0018384889346667048 0.01141820089048058 leaf_weight=84.659885331988335 521.93863377720118 585.83885481953621 3705.1147853285074 4630.0123760253191 1590.0688720941544 2863.2003346830606 1510.8902954608202 7237.1670699566603 2062.8169321119785 1297.9314718097448 239848.79143247753 20959.792485937476 3359.4182436615229 16208.411973960698 2981.8136941194534 54.558149591088295 3023.8896981775761 1840.0384942442179 1496.8475845307112 4517.4306548684835 351.84372971951962 459.9351422637701 1578.1562289744616 311.51063348352909 548.36986483633518 315.00324460864067 530.33100688457489 360.00168491899967 4367.8397679328918 936.92597755789757 leaf_count=3810 5287 2487 15719 18824 6992 11695 6241 31092 8333 5718 1014301 87996 14265 74996 12575 221 12311 8070 6310 20686 1440 2365 8705 1440 2332 1738 2293 1566 17802 3979 internal_value=9.34458e-06 1.47289e-06 -0.000102871 -0.00106335 -0.00311407 -0.00424126 -4.65279e-06 -0.00239429 0.000563101 -0.01202 6.16883e-05 -0.00123288 -0.0025671 0.00195563 -0.00181392 0.000597399 0.00065974 0.000146432 -0.00110471 0.00182506 0.00427982 -0.00477543 -0.00365121 0.000642569 -0.00683147 -0.00963335 0.00104689 0.00243357 0.000938795 0.00725007 internal_weight=330141 330056 313326 45830 20507.3 15051.2 5456.15 12163.2 4926.02 2888 267496 27646.7 3945.26 16730.4 23941.6 25322.7 25268.1 22244.2 12745 9499.29 4869.27 4709.82 4249.89 1808.36 2441.53 1893.16 8035.14 6195.1 4727.84 1467.26 internal_count=1411589 1407779 1327496 196905 86823 63830 22993 51120 20028 12710 1130591 116290 16752 80283 100571 110082 109861 97550 56600 40950 22126 22890 20525 7750 12775 10443 33710 25640 19368 6272 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=0 1 0 3 0 2 2 2 2 2 2 2 2 2 0 2 2 1 2 2 2 1 0 1 2 1 2 2 2 2 split_gain=85.936 70.4168 52.1959 51.8203 163.265 75.2325 226.907 97.7829 76.4384 133.759 58.9918 54.029 63.0592 53.0212 48.848 47.6515 51.2109 48.89 105.542 63.0403 88.7027 58.1109 60.9903 102.829 69.6625 85.6338 54.3962 48.1188 46.8365 46.5191 threshold=1.0000000180025095e-35 -4.4999999999999991 4.5000000000000009 1.1980000138282778 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 3827.414184570313 6643.0878906250009 837.96789550781261 282.77769470214849 149.63704681396487 135.51687622070315 60.500000000000007 99998.222656250015 7434.1564941406259 1.0000000180025095e-35 2911.024291992188 2406.084106445313 5311.5163574218759 3.5000000000000004 51.500000000000007 1.5000000000000002 3673.1176757812505 1.5000000000000002 157.11404418945315 17636.074218750004 999.28067016601574 219.22713470458987 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 13 -8 -10 -7 12 -5 -3 -14 16 17 19 26 -6 -21 22 23 -20 25 -24 -19 -18 -12 -28 right_child=1 3 -4 11 15 6 8 -9 9 -11 28 -13 14 -15 -16 -17 27 18 21 20 -22 -23 24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.030676905398368235 0.011275146597751569 0.0058351490045525419 0.0015988264456420977 0.0024456670184851625 -0.00073379650652869376 -0.0078119985900708703 -0.00055210823900798717 0.0064833955032233114 -0.012698950657893346 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109861 97550 56600 40950 22126 22890 20525 7750 12775 10443 33710 12311 5718 25640 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=0 1 0 3 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 2 2 1 2 2 2 1 0 1 2 split_gain=83.3407 66.3089 51.3703 48.8023 153.713 70.8817 214.298 91.99 73.0529 61.8544 56.2742 55.7526 50.8422 59.3376 49.8969 48.3171 48.0493 47.1236 69.0437 46.0161 44.8908 48.4607 46.0448 99.5937 59.412 83.4889 55.2484 57.6824 97.157 65.9964 threshold=1.0000000180025095e-35 -4.4999999999999991 1.5000000000000002 1.1980000138282778 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 2855.797973632813 2363.3640136718755 731.67642211914074 418.29415893554693 282.77769470214849 149.63704681396487 135.51687622070315 478.39485168457037 14212.430175781252 3827.414184570313 6643.0878906250009 60.500000000000007 94341.222656250015 7434.1564941406259 1.0000000180025095e-35 2911.024291992188 2406.084106445313 5311.5163574218759 3.5000000000000004 51.500000000000007 1.5000000000000002 3673.1176757812505 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 14 9 -8 11 -7 13 -5 -3 -13 17 -10 -19 -15 21 22 24 -24 -6 -26 27 28 -25 -29 right_child=1 3 -4 12 20 6 8 -9 16 -11 -12 15 -14 19 -16 -17 -18 18 -20 -21 -22 -23 23 26 25 -27 -28 29 -30 -31 leaf_value=0.030656454671060866 0.029547315189304032 0.0056580957179144017 0.0017431260632890635 0.0023719615260814563 -0.00071172642824611704 -0.013362082921332273 -0.0020549693084076057 0.0062867138426215925 -0.0024036046095108955 0.0048802107497133039 -0.015466166083817387 0.019518999677840543 0.00019844683472149856 -0.0012114975957256506 -0.003827652340613585 -0.0042084716214753279 0.0017172977949859371 -0.012356023532763692 -0.0036122285469545618 -0.00519715134847151 -0.026089670325626424 0.0041878150411477624 0.0009847709171212336 0.0037571512068454984 0.0051387069986308228 -0.010014563133290747 -0.014468323863490647 -0.0091560999336893299 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56.2457 51.1628 109.939 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 94341.222656250015 55.500000000000007 1.1980000138282778 49.500000000000007 269.47608947753912 1148.2519531250002 182.46546936035159 3827.414184570313 6496.4731445312509 731.67642211914074 418.29415893554693 225.0559997558594 1.532000005245209 308.83364868164068 3645.8532714843755 8654.3632812500018 6054.8757324218759 457.87971496582037 55.500000000000007 3309.9538574218755 57.500000000000007 44.500000000000007 72077.554687500015 282.77769470214849 145.16793060302737 58.500000000000007 3023.088989257813 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 12 -3 -10 -12 13 -9 27 16 24 20 19 -19 -18 -22 28 -24 -16 -20 -17 -7 29 -23 right_child=1 5 3 4 -6 14 -8 8 10 -11 11 -13 -14 -15 15 26 17 18 25 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.03063663603678746 0.006066460174248927 -0.0026045106517802825 0.00087369632679440499 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1623.1976506114006 10051.144689574838 2448.5449375808239 41.497811019420624 508.90997262299061 1033.6970257759094 238.63869684934616 180201.19811019301 11683.392266273499 1381.4466470628977 677.36934514343739 leaf_count=3810 15857 14341 232506 6970 1293 13108 98357 2682 27072 5064 6012 10667 6085 2874 4337 28708 4012 18084 24947 6697 40844 9963 167 2045 4249 975 761863 49652 5624 2724 internal_value=8.50577e-06 1.30842e-06 0.00090352 0.000709205 -0.00375348 -0.000189445 -0.00110829 -0.00306834 -0.00409604 -0.00015354 -0.00229903 -0.00532889 -0.0112475 -0.00651107 -3.09597e-05 7.87768e-05 0.0012883 0.000733745 -0.001094 -0.00455448 0.00213635 0.00268475 -0.00114176 0.0102659 0.00889996 0.00210652 -0.000118217 -0.00164681 -0.00253478 -0.000409994 internal_weight=329987 329910 57578.7 55490.2 1972.63 272331 40062.4 17539.7 12967.6 4572.11 10363.4 3858.42 2604.13 1244.03 232269 217498 30462.3 28393.7 12328.5 5923.64 16065.2 15108.9 5057.77 550.408 2068.65 6404.82 187035 14770.8 4507.36 3125.91 internal_count=1411589 1407779 256626 240769 8263 1151153 173154 74797 55392 19405 43751 16679 11641 5556 977999 915239 124668 116082 50703 24781 65379 61367 20523 2212 8586 25922 790571 62760 18311 12687 is_linear=0 shrinkage=0.03 Tree=120 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 2 0 2 2 0 0 3 2 1 1 1 0 1 1 1 2 1 3 2 1 1 0 2 2 split_gain=79.6035 67.096 61.0023 47.8755 65.3276 56.5239 55.5259 54.2827 80.7788 67.8474 114.61 55.3028 50.3051 55.7981 41.2588 39.746 45.2393 41.3884 39.1783 38.4696 37.5146 41.7694 42.6054 49.756 88.4772 37.5164 44.293 37.9704 36.839 36.1508 threshold=1.0000000180025095e-35 -1.4999999999999998 6.4175000190734872 13381.118652343752 45.500000000000007 -20.499999999999996 1235.1978759765627 63.500000000000007 3754.1591796875005 3645.8532714843755 38.500000000000007 48.500000000000007 2.9229999780654912 377.98133850097662 92.500000000000014 -11.499999999999998 -31.499999999999996 29.500000000000004 -2.4999999999999996 -44.499999999999993 2.5000000000000004 1608.1567382812502 24.500000000000004 2.9229999780654912 35406.285156250007 47.500000000000007 14.500000000000002 59.500000000000007 24552.913085937504 3575.3942871093755 decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -6 12 9 -9 -8 18 -12 -2 -14 20 16 -5 -18 -11 -4 -3 25 29 -24 -25 26 -22 -28 -7 -23 right_child=1 14 19 4 5 28 7 8 -10 10 11 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.030617455673068335 -0.0012572511942005686 -7.4598012042604252e-05 0.02019619093674601 0.019064584929144937 0.03228818479191202 -0.0026546423965438859 0.004497684419805692 -0.011381584615802401 0.0015032275782311207 0.0047483214324641225 -0.0053685803211771113 0.0012251312865907459 0.011798997069898972 0.0012193507018761231 -0.034957866799748286 -0.0023577230986723727 -0.015577497083145691 0.0042329355662310336 0.00055371704624708733 0.0030353951218016961 -0.0022219950980630573 0.0012968500893447694 0.0066367911864752289 -0.018073124146220153 0.013389964496520747 0.039896971739506175 -0.01260298294469438 0.0053696951898065367 0.0053103052286294214 -0.001456189218983229 leaf_weight=76.351373385637999 13407.784925475717 236511.75973770022 119.26765159890056 45.017118141055107 56.958954885601997 892.30837424099445 8076.8031102865934 665.39638029038906 1280.8726815283298 5129.3689142763615 2844.3358869552612 1915.9308910667896 503.12782053649426 4144.5679539144039 30.760006301105022 5167.7880653887987 531.27387553453445 115.55996564030647 3289.0761591643095 8244.3752261772752 9878.8137351572514 5677.7999216616154 1382.3994892090559 212.21229051053524 129.54394286870956 18.585059955716133 648.42770412564278 126.4205676317215 1261.421767860651 17597.532897636294 leaf_count=3864 56283 996062 1282 220 311 3825 35878 2826 5440 23497 11861 8544 2239 18171 214 20917 2220 480 13770 43756 46694 23216 5622 860 532 83 3472 648 5592 73478 internal_value=-1.12587e-05 -1.83472e-05 0.000910994 0.000509303 -0.00160388 0.00279048 0.000922663 0.00189354 -0.00290187 0.00233263 0.00100574 -0.00271472 -0.000324936 0.00236463 -0.000215305 -0.00326176 -0.0100145 -0.0120383 0.00310949 0.00328011 -0.000211379 -0.00111827 -0.000447535 0.00410285 -0.00614693 -0.00268945 -0.00276374 -0.00967065 0.00201036 -0.000784611 internal_weight=329982 329905 57691.2 49327.6 8070.33 2210.69 41257.3 23201.8 1946.27 21255.5 13178.7 4760.27 18055.5 4647.7 272214 5859.64 691.851 646.834 8418.45 8363.64 272183 35671.7 24999.5 1724.16 341.756 10672.2 10653.7 774.848 2153.73 23275.3 internal_count=1411857 1407993 257112 212074 33565 9728 178509 101816 8266 93550 57672 20405 76693 20410 1150881 23837 2920 2700 37267 45038 1150667 154605 103708 7014 1392 50897 50814 4120 9417 96694 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=0 1 1 3 2 0 1 2 2 0 0 0 3 2 1 1 0 1 1 2 1 3 2 2 1 1 2 2 3 3 split_gain=77.201 63.1657 57.827 49.1464 45.9799 62.5155 54.2499 51.6392 51.328 109.495 83.9218 50.4941 47.2939 52.6536 42.3876 39.5362 37.2585 36.1201 35.3174 39.3755 40.0892 46.8158 83.3262 36.523 37.2426 44.4743 34.7121 34.0179 120.621 91.0227 threshold=1.0000000180025095e-35 -1.4999999999999998 -49.499999999999993 6.4175000190734872 13381.118652343752 45.500000000000007 -20.499999999999996 1235.1978759765627 3645.8532714843755 38.500000000000007 64.500000000000014 48.500000000000007 2.9229999780654912 377.98133850097662 -11.499999999999998 92.500000000000014 29.500000000000004 -2.4999999999999996 2.5000000000000004 1608.1567382812502 24.500000000000004 2.9229999780654912 35406.285156250007 65.889682769775405 45.500000000000007 14.500000000000002 24552.913085937504 3575.3942871093755 2.0774999856948857 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 2 -2 4 7 14 -7 12 10 17 -9 -11 -4 -14 16 18 -6 -10 -3 23 27 -22 -23 -20 25 -25 -8 28 -21 -29 right_child=1 15 3 -5 5 6 26 8 9 11 -12 -13 13 -15 -16 -17 -18 -19 19 20 21 22 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.030598834660482268 0.021731118266426548 -7.2360110028800448e-05 -0.001219339587329274 0.0029817181433588122 -0.013490057523026112 0.03185774968148123 -0.0025733366549470561 0.0043346348858965154 0.0045685307794216083 -0.0052031802703808453 -0.0098570866742485677 0.00020484815671083996 0.011477472959493662 0.001182360646477146 -0.0022867756535295165 -0.03451762783524974 0.0049154703193343479 0.00053716771163080351 0.014824923942792412 0.0031031484616002854 0.0064365349213322343 -0.01754654352574328 0.013001608168920107 -0.0023284456527966832 0.036760632267538056 -0.0099011638496937296 0.0051593997131294863 -0.0043567796652020721 -0.0091015816878419926 0.00016875361208736322 leaf_weight=74.139256756752729 119.50545275956392 236511.70577571169 13410.137456074357 8264.7867969013751 561.5321731865406 56.011076629161835 892.87745490670204 8111.2707838267088 5105.60824868083 2846.6735829263926 393.19261264801025 3421.3636525124311 501.21414159238338 4141.4271534234285 5168.2679748386145 30.225859604775906 120.16830350458622 3288.7039028257132 107.02879156172276 4820.0087407380342 1382.6431751847267 212.0262493789196 129.41299376636744 9780.5363417714834 21.385853111743927 751.62832330167294 1259.3984281718731 6148.6250436753035 858.62664465606213 11446.079287275672 leaf_count=3864 1189 996062 56278 44045 2360 311 3825 36063 23396 11861 1668 14937 2238 18160 20917 214 502 13770 509 19533 5622 860 532 46270 95 4023 5592 27003 3683 46475 internal_value=-1.09113e-05 -1.77911e-05 0.000884184 0.000840888 0.000481832 -0.00159075 0.00271 0.000887013 0.00182435 0.000748913 0.0036785 -0.00225125 -0.000315862 0.00229381 -0.00321422 -0.000208863 -0.0102456 0.00298913 -0.000205053 -0.00108518 -0.000434149 0.0039799 -0.00596812 -0.00261173 -0.00278857 -0.00286887 0.00195145 -0.000761141 0.00125776 -0.00141273 internal_weight=329936 329862 57662.1 57542.6 49277.8 8058.26 2208.29 41219.6 23166.8 14662.3 8504.46 6268.04 18052.8 4642.64 5849.97 272200 681.7 8394.31 272170 35658 24997.4 1724.08 341.439 10660.6 10553.6 10532.2 2152.28 23273.3 5678.64 17594.7 internal_count=1411857 1407993 257112 255923 211878 33507 9728 178371 101695 63964 37731 26798 76676 20398 23779 1150881 2862 37166 1150667 154605 103708 7014 1392 50897 50388 50293 9417 96694 23216 73478 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=0 split_feature=0 1 1 3 2 0 1 2 0 2 0 0 3 2 1 1 2 0 1 1 0 0 1 2 0 0 2 1 1 2 split_gain=74.8724 60.0331 54.7511 46.3164 43.2715 58.8251 52.0741 48.6316 49.1385 67.2164 98.5647 52.7952 44.5127 49.7716 39.7744 39.0419 38.8502 45.9205 37.8913 36.616 44.5739 34.9515 34.6966 45.1824 76.3776 41.5016 33.421 41.1998 33.2549 37.1112 threshold=1.0000000180025095e-35 -49.499999999999993 -1.4999999999999998 6.4175000190734872 13381.118652343752 45.500000000000007 -20.499999999999996 1235.1978759765627 56.500000000000007 3645.8532714843755 38.500000000000007 49.500000000000007 2.9229999780654912 377.98133850097662 -11.499999999999998 -7.4999999999999991 3673.1176757812505 64.500000000000014 92.500000000000014 -20.499999999999996 36.500000000000007 29.500000000000004 -3.4999999999999996 6054.8757324218759 23.500000000000004 17.500000000000004 210.83787536621097 -9.4999999999999982 2.5000000000000004 1608.1567382812502 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -7 12 9 15 22 -12 26 -14 21 19 17 -10 28 -9 -21 -6 23 25 -25 -11 27 -3 -4 -30 right_child=1 2 18 -5 5 6 -8 8 16 10 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.03058078987080072 0.021401144555599525 0.01070214350245066 -7.018930227346101e-05 0.0028957164734502456 -0.013057418795373879 0.031437641738270461 0.0018942479069433864 -0.0055090562912943723 -0.0011397959677270798 -0.0094664972240177114 -0.0048031184440707206 0.0025332603664669426 0.011172286468556301 0.0011472700428814344 -0.0022179755203828224 0.003637913780293065 0.0016564376810065547 -0.011644555386332949 -0.034088212444568784 0.00031337558333251669 0.014641648503618807 0.0047721254253723869 0.0011870995423588619 0.0066898857340341933 -0.0059129213090141335 0.0094194562870327184 -0.0022945086867791095 4.5944237756542718e-05 -0.0025361826429723005 -0.00042126557495559825 leaf_weight=71.989926312118769 117.73461239039898 352.61772361397743 236511.65293023735 8255.0897376276553 562.71514281630516 55.07105578482151 2150.8472538292408 130.45664155483246 1035.8394360989332 111.25340469181538 3057.2532773315907 1241.2506955713034 499.48490625619888 4140.0761492848396 5168.7201744019985 6025.5743652284145 1594.0300965458155 586.62306371331215 29.696458131074905 254.70961737632751 839.25320684909821 120.06614980101585 4684.4941558539867 1088.6037556529045 718.3907410800457 1783.2116527110338 8645.6494991779327 4414.9246000498533 10649.241049870849 24990.884295679629 leaf_count=3864 1189 1689 996062 44045 2360 311 9417 715 4451 533 12776 5646 2238 18160 20917 26218 6771 2479 214 1254 4219 502 19770 5155 3257 8451 36281 18308 50897 103708 internal_value=-1.05775e-05 -1.72548e-05 -2.49033e-05 0.000816092 0.000467593 -0.00154307 0.0026318 0.00086078 0.0017709 0.00232609 0.00100908 -0.00268464 -0.000306365 0.00222654 -0.00311693 0.00463031 -0.00166989 -0.00493793 -0.000202619 0.00951404 0.0113056 -0.00992212 0.00290241 0.00507328 0.0016795 0.00831037 -0.00118249 0.0008341 -0.000198921 -0.0010532 internal_weight=329887 329815 329698 57516.2 49261.1 8057.42 2205.92 41203.7 23150.9 19934.5 12684.5 4298.5 18052.8 4639.56 5851.5 7249.99 3216.49 1622.46 272181 1224.42 1093.96 682.781 8385.95 3701.46 1806.99 1894.47 13413.2 4767.54 272152 35640.1 internal_count=1411857 1407993 1406804 255923 211878 33507 9728 178371 101695 87994 55588 18422 76676 20398 23779 32406 13701 6930 1150881 6188 5473 2862 37166 17396 8412 8984 56278 19997 1150667 154605 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=0 1 1 0 2 3 2 0 0 0 2 2 0 2 2 3 3 0 0 2 0 2 2 1 2 2 1 1 0 0 split_gain=72.6154 57.3525 51.6867 55.1614 63.0182 67.019 41.8305 131.673 73.6496 55.536 111.385 41.2418 38.9606 37.8867 72.3454 135.925 73.1365 72.2389 48.9242 49.6901 53.0271 43.4098 40.9665 43.4707 39.3453 37.9978 39.1455 48.8009 40.8728 35.5127 threshold=1.0000000180025095e-35 -49.499999999999993 1.5000000000000002 92.500000000000014 18122.241210937504 8.545499801635744 72077.554687500015 58.500000000000007 15.500000000000002 5.5000000000000009 39331.130859375007 65292.480468750007 9.5000000000000018 1681.4685058593752 3645.8532714843755 1.8174999952316286 2.0774999856948857 51.500000000000007 54.500000000000007 3309.9538574218755 59.500000000000007 11977.758300781252 2363.3640136718755 2.5000000000000004 2320.079467773438 65.889682769775405 42.500000000000007 14.500000000000002 66.500000000000014 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 5 13 8 12 9 10 -6 -12 -8 25 16 17 18 -16 22 24 -21 -19 -15 -24 -20 -4 27 28 -27 -29 right_child=1 2 3 -5 6 -7 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 21 19 20 -22 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=0.030563297943556056 0.021073728323456747 0.00015892095607275837 0.010920141793828789 -0.011546959800365946 -0.014932809325751707 -0.006964612645929626 -0.00021344220036298851 0.010505213407985119 0.00050163131001670046 0.0091366428701025459 0.0058401837754781362 0.034789021910650919 -0.0076320979417127737 0.0011785682852841993 -0.0064742578402823157 0.00060216270691956699 -0.0045451396535632696 -0.0021834404830946286 0.0059939557829272166 0.02637275457302345 0.0018313792220888611 0.0078612423904186688 0.0023081319136844538 0.0089865595396520902 -0.0047121784074008457 -0.0014298356149060518 0.033169427270674748 -0.012368265033330147 -0.0062334479787566743 0.0060273028592782926 leaf_weight=69.901681644842029 116.00331035628915 266390.31041559577 202.31981091201305 426.54201633483171 289.54794804751873 1740.2571507692337 1077.8782830834389 646.99180920422077 5886.0791544169188 1939.5726439803839 342.4237472563982 50.871179491281509 1558.049087703228 2257.8742848932743 5203.728447213769 12603.418135285378 1387.0898242741823 2094.2570496499538 382.76746393740177 113.5838290899992 262.06286372244358 475.05564422905445 1460.9519297331572 2195.2581846415997 1601.6544306874275 16520.482327491045 28.200692698359489 644.84586502611637 1764.4581673592329 110.65733997523785 leaf_count=3864 1189 1137515 915 1884 1191 7415 4339 2630 23690 7799 1426 213 6296 9105 23024 51031 5830 9487 1544 456 1058 1905 5853 8871 6471 74757 125 3489 7918 567 internal_value=-1.02431e-05 -1.67237e-05 -2.41453e-05 -0.00079496 -0.000721979 -0.00117857 0.00125474 -0.00162187 0.00236465 0.00654625 -0.00081159 0.0095846 -0.00459848 -0.000974359 -0.000308287 -0.00132207 0.00182988 -0.00444208 0.00289859 -0.000753171 0.00925192 -0.000326219 0.00435586 0.00631799 -0.00264711 -0.00201257 -0.00214979 -0.0022021 -0.00189337 -0.0096739 internal_weight=329843 329773 329657 63266.9 62840.3 51048.9 11791.4 3282.92 8508.49 2622.42 682.843 393.295 2635.93 49308.7 30037.7 20376.5 9661.24 7773.04 8274.15 2360.07 375.647 2569.31 5914.08 3656.21 1984.42 19271 19068.6 19040.4 18284.9 755.503 internal_count=1411857 1407993 1406804 269289 267405 219821 47584 13265 34319 10629 2830 1639 10635 212406 124635 85447 39188 34416 33358 9529 1514 11392 23829 14724 8015 87771 86856 86731 82675 4056 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 2 0 2 0 0 2 0 1 1 0 1 1 1 0 2 1 2 0 1 0 0 2 0 1 split_gain=70.4278 55.1342 50.8972 39.9171 54.4501 50.0916 46.6688 56.3881 47.9373 63.3678 47.2832 46.2464 61.6043 40.1139 38.1634 39.4322 35.7992 33.5464 33.4066 53.8399 42.0638 43.8171 31.9395 45.9917 40.6537 31.926 31.1183 202.715 45.9261 36.535 threshold=1.0000000180025095e-35 -1.4999999999999998 6.4175000190734872 13381.118652343752 45.500000000000007 -14.499999999999998 593.91436767578136 42.500000000000007 3645.8532714843755 48.500000000000007 17.500000000000004 1383.2932128906252 63.500000000000007 -32.499999999999993 -7.4999999999999991 47.500000000000007 92.500000000000014 -12.499999999999998 -8.4999999999999982 28.500000000000004 79088.097656250015 -34.499999999999993 210.83787536621097 37.500000000000007 -9.4999999999999982 15.500000000000002 80.500000000000014 65292.480468750007 97.500000000000014 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 3 6 18 -6 10 -8 11 -10 -2 -9 13 -13 15 -15 26 -4 19 20 21 -5 23 -12 -25 -23 29 -28 -29 -3 right_child=1 16 17 4 5 -7 7 8 9 -11 22 12 -14 14 -16 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.030546339710857698 0.014971321983136686 -0.00015213992073046114 0.0086302467537817101 0.026523727452565683 0.02171826151037563 0.0014835177421990667 0.0027074882414229442 -0.0030258897456100073 -0.0068633622263562458 0.00017360266940773508 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2236.5396224111319 102.03495139628649 1333.0214585959911 leaf_count=3864 844 1101088 6238 116 604 9124 70859 6035 7156 14937 1896 215 1740 1508 15924 1995 214 38800 19427 1176 471 331 36697 1633 17070 2316 34260 9331 496 5492 internal_value=-9.94099e-06 -1.62306e-05 0.000826971 0.000460329 -0.00146946 0.0025508 0.000838159 0.00155529 -5.29653e-05 -0.00219596 -0.000583297 0.00170819 0.00310938 0.00414042 0.00441016 0.0108707 -0.000194699 0.00299603 -0.00298045 -0.00780158 -0.0118973 -0.0148169 -0.000781304 0.00115582 0.000236899 -0.016262 -0.000191148 -0.00178977 0.00600103 -0.000126765 internal_weight=329806 329739 57599.8 49271.3 8067.26 2203.75 41204.1 27387.2 11431.3 5156.65 13816.9 6274.66 4841.64 4430.37 4391.16 693.025 272139 8328.47 5863.51 1059.74 775.308 660.079 13643.2 4905.87 4459.55 637.784 272110 10534.7 2338.57 261575 internal_count=1411857 1407993 257112 212074 33565 9728 178509 120369 49510 22093 58140 27417 21382 19642 19427 3503 1150881 45038 23837 4410 3234 2763 57296 20599 18703 2647 1150667 44087 9827 1106580 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 1 1 0 2 0 1 2 0 2 0 0 2 0 0 1 1 1 2 1 1 3 2 0 2 0 split_gain=68.1448 54.1348 49.3268 70.7868 59.0263 47.4872 67.1208 47.082 48.1339 52.9673 42.9706 40.8948 36.4361 35.2891 113.682 45.9455 45.5358 43.4396 41.2236 33.8409 38.9593 32.7474 30.0127 39.983 29.0676 86.2782 131.45 44.3576 35.8984 49.5085 threshold=1.0000000180025095e-35 5.5000000000000009 23.500000000000004 8.5000000000000018 45803.917968750007 24.500000000000004 11.500000000000002 91.500000000000014 2320.079467773438 49.500000000000007 -41.499999999999993 94341.222656250015 41.500000000000007 7269.3449707031259 45.500000000000007 41.500000000000007 3673.1176757812505 39.500000000000007 26.500000000000004 92.500000000000014 41.500000000000007 23.500000000000004 6949.8193359375009 11.500000000000002 1.0000000180025095e-35 74.000000000000014 94341.222656250015 95.500000000000014 112.57336044311525 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 10 3 4 -3 6 -4 8 9 -7 -2 -9 -10 15 21 16 18 -18 -8 20 -13 -15 -5 -24 25 28 -27 -26 29 -12 right_child=1 2 5 22 -6 7 13 11 12 -11 24 19 -14 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31 leaf_value=0.030529891971023557 0.013734322375393302 0.00060693163812035962 -0.0016363070604543729 -9.9591121118779979e-05 -0.015068244848131847 -0.01679170483183165 -0.018485732344182031 -0.040072439643358673 0.012790589186155813 0.0078931249896892 0.010487068917841978 -0.018057747934510041 0.0023879969500738905 -0.0212299228785 0.00034327293001501947 -0.0079420085491348578 0.011062981094515003 -0.035956936984464082 -0.00016337264676418348 -0.032129723109800237 0.034519048676561422 0.013703215278350642 0.003061724699688591 0.016176564969086253 -0.000191343763940394 -0.01038425091472737 0.022657904655525668 -0.0099007316779185072 0.00027403667459478001 -0.00016997610077556713 leaf_weight=65.797956570982933 207.35073427855968 1016.8886378109455 7511.7857764214277 341.38788548111916 274.58394917845726 204.4903689622879 147.31899932026863 42.494819864630699 419.80516748130322 126.70875771343708 738.47682648897171 23.259965404868126 1089.4440737515688 575.86286003887653 437.02159358561039 1530.1865839809179 350.74998994171619 18.622183740139008 442.38618455827236 24.728525623679161 27.897434554994106 25.20874910056591 372.30587461590767 477.59608542919159 155485.21409095079 155.48852565512061 357.50148847326636 424.63055189698935 155956.85762755573 836.99213491380215 leaf_count=3858 1910 4341 34142 1594 1108 954 693 181 1686 551 3166 95 4453 2403 1792 7555 1416 83 2239 186 118 104 1495 1917 647552 3432 11023 1893 666164 3495 internal_value=2.6155e-06 -3.47785e-06 -0.00173536 0.00213933 -0.00272582 -0.00247547 -0.00323931 0.00182921 0.00300879 -0.00734789 8.18628e-05 -0.0165096 0.00528153 -0.00665304 -0.0112996 -0.00471528 0.000432885 0.00869244 -0.00474063 -0.00331485 0.0106137 -0.0197648 0.00741361 0.0104315 7.28461e-05 0.000359553 0.0126427 -0.000217788 0.000319554 0.00482535 internal_weight=329709 329643 15480.7 2482.76 1291.47 12998 11039.1 1958.83 1840.45 331.199 314163 118.381 1509.25 3527.36 1038.09 2489.26 959.077 369.372 589.705 75.8859 51.1574 601.072 1191.29 849.902 313955 158045 512.99 155910 157532 1575.47 internal_count=1411599 1407741 69106 10455 5449 58651 50427 8224 7644 1505 1338635 580 6139 16285 4299 11986 4431 1499 2932 399 213 2507 5006 3412 1336725 687280 14455 649445 672825 6661 is_linear=0 shrinkage=0.03 Tree=126 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 1 1 0 2 0 1 2 0 2 0 0 2 0 0 0 1 1 0 2 2 0 2 2 0 2 split_gain=66.0957 50.9856 46.4554 66.5878 55.6177 44.7224 63.4121 44.5353 45.3385 50.1045 40.8233 38.8622 34.2914 33.2706 107.584 43.4004 42.8633 41.1472 39.141 32.6172 32.3202 36.6527 28.3924 109.63 188.121 71.8209 92.6755 83.5358 385.013 120.241 threshold=1.0000000180025095e-35 5.5000000000000009 23.500000000000004 8.5000000000000018 45803.917968750007 24.500000000000004 11.500000000000002 91.500000000000014 2320.079467773438 49.500000000000007 -41.499999999999993 94341.222656250015 41.500000000000007 7269.3449707031259 45.500000000000007 41.500000000000007 3673.1176757812505 39.500000000000007 26.500000000000004 25.500000000000004 92.500000000000014 41.500000000000007 7.5000000000000009 26225.782226562504 13381.118652343752 1.5000000000000002 99998.222656250015 79088.097656250015 2.5000000000000004 72077.554687500015 decision_type=2 2 2 2 2 2 2 2 2 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 4 -3 6 -4 8 9 -7 -2 -9 -10 15 19 16 18 -18 -8 -15 21 -13 23 24 -12 26 -25 28 -27 -30 right_child=1 2 5 -5 -6 7 13 11 12 -11 22 20 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 27 -28 -29 29 -31 leaf_value=0.030513958608188164 0.013448224331459965 0.00058866609577560409 -0.0015879175089042949 0.0071892901151663106 -0.014634351705972864 -0.016377584582181217 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178.31904552876949 2326.0006055943668 647.02132971584797 413.36265523731709 10216.727034151554 8083.5270729511976 575.71195562928915 leaf_count=3858 1910 4341 34142 5006 1108 954 693 181 1686 551 36027 95 4453 219 1792 7555 1416 83 2239 2288 186 118 1185388 2243 12378 3124 11398 45662 37228 3277 internal_value=2.54207e-06 -3.37178e-06 -0.00168484 0.00207503 -0.00264459 -0.00240373 -0.00314542 0.00177548 0.0029198 -0.0071479 7.9423e-05 -0.0161211 0.00512308 -0.00646805 -0.0109845 -0.00458437 0.000419858 0.0084294 -0.00460717 -0.0192434 -0.00323549 0.010291 7.06745e-05 0.000949663 -0.00165109 0.0022176 0.0125148 0.00190552 0.00396166 0.00562964 internal_weight=329673 329609 15468.2 2482.83 1291.23 12985.4 11028.2 1957.17 1839.55 330.294 314141 117.622 1509.25 3519.66 1035.9 2483.75 958.098 369.452 588.646 598.875 75.4771 51.1794 313935 29921.1 9806.42 20114.7 591.682 19523 9306.26 8659.24 internal_count=1411599 1407741 69106 10455 5449 58651 50427 8224 7644 1505 1338635 580 6139 16285 4299 11986 4431 1499 2932 2507 399 213 1336725 151337 48405 102932 13641 89291 43629 40505 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=0 1 2 0 1 3 0 1 3 2 2 2 0 2 2 0 2 2 0 2 0 1 2 0 2 0 2 2 2 2 split_gain=64.1092 48.8728 53.6239 42.3384 38.3886 47.2156 39.3566 38.2873 37.6052 167.605 107.778 72.5129 28.5702 133.584 146.141 45.3629 129.845 63.3094 373.96 180.26 166.023 101.039 89.3323 195.294 102.815 75.9683 67.9366 78.1236 67.3594 58.9921 threshold=1.0000000180025095e-35 1.5000000000000002 1421.1920166015627 92.500000000000014 10.500000000000002 1.532000005245209 66.500000000000014 -43.499999999999993 1.1054999828338625 2668.121704101563 5922.5739746093759 1681.4685058593752 5.5000000000000009 39331.130859375007 13381.118652343752 1.5000000000000002 99998.222656250015 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 1.0000000180025095e-35 72077.554687500015 3.5000000000000004 61805.615234375007 3.5000000000000004 54578.230468750007 58553.552734375007 89168.484375000015 58553.552734375007 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 7 4 8 6 -6 -3 -2 9 11 -11 -4 13 14 -9 16 -15 18 21 28 -21 -17 23 24 -20 -24 -25 -28 -19 -23 right_child=1 2 3 -5 5 -7 -8 12 -10 10 -12 -13 -14 15 -16 17 -18 19 22 20 -22 29 25 26 -26 -27 27 -29 -30 -31 leaf_value=0.030498513041170842 0.014230374712646668 -0.0012497133769140936 -0.018997435171109023 -0.0097558339128051737 -0.0123173106378618 -0.0011521388583159336 -0.0060683865590199434 0.0015135322763819461 0.00017751530972174784 -0.013939405391926035 -9.4149736380352267e-05 0.0057371514388681495 7.9835470740256749e-05 -0.013848600109616502 -0.0079054388255123901 0.0012965334211809401 0.019988948538789516 -0.00082599276572583192 -0.016359653970229183 0.0086897425918981575 -0.0010910336466077699 -0.032434188501318156 0.022527438255604056 0.0085165555837758249 0.0036083144603426499 -0.037835678158764853 0.024629153773328756 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0.000165652 0.00129166 -0.0023461 0.00304549 0.0115213 0.00266664 0.00547915 0.00100202 0.00302634 -0.0184454 0.00858805 0.00686563 -0.00469192 0.0202442 0.0112244 0.0201369 -0.00948052 -0.0272969 internal_weight=329637 329575 63302.1 44410.2 18891.9 1365.29 17526.6 266273 43998.3 3832.44 2128.11 1704.33 266099 18844.1 6129.79 12714.3 543.985 12170.3 4524.99 7645.32 6407.88 520.382 4004.61 3489.03 955.485 515.572 2533.55 590.378 1237.45 359.29 internal_count=1411599 1407741 269682 183372 86310 7481 78829 1138059 181544 16954 10057 6897 1136346 103157 32158 70999 13215 57784 22584 35200 29658 2503 20081 17041 4838 3040 12203 2960 5542 1495 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 1 1 3 2 1 2 0 1 2 0 1 2 2 1 1 1 3 2 0 2 0 1 0 2 0 split_gain=62.1834 46.2817 43.07 62.5861 52.4705 42.5452 69.3971 41.2262 59.5424 37.3053 37.2973 114.874 36.9663 35.0481 39.173 37.7149 33.5222 28.1494 37.5689 27.7535 26.4109 74.8505 119.771 41.383 33.8824 46.7515 29.9922 29.0223 37.8055 103.014 threshold=1.0000000180025095e-35 5.5000000000000009 23.500000000000004 8.5000000000000018 45803.917968750007 22.500000000000004 11.500000000000002 2.7749999761581425 2320.079467773438 42.500000000000007 7269.3449707031259 43.500000000000007 -41.499999999999993 35406.285156250007 89.500000000000014 92.500000000000014 303.00918579101568 6949.8193359375009 11.500000000000002 68.500000000000014 1.0000000180025095e-35 74.000000000000014 94341.222656250015 95.500000000000014 112.57336044311525 46.500000000000007 -4.4999999999999991 5.5000000000000009 94341.222656250015 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 12 3 4 -3 6 -4 8 9 -7 16 -12 -2 14 -9 19 -8 -5 -19 -15 21 24 26 -22 25 -14 -23 -26 -29 -30 right_child=1 2 5 17 -6 7 10 13 -10 -11 11 -13 20 15 -16 -17 -18 18 -20 -21 23 22 -24 -25 27 -27 -28 28 29 -31 leaf_value=0.030483539915196312 0.012909962741150411 0.00057440509787153103 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477.98628257215023 41.253502726554871 155446.63912822306 16.082866810262203 337.25293399766088 423.50005581229925 7665.7553068324924 837.01037290692329 142.51502009853721 142793.67215646803 4511.9150679558516 962.20470553636551 leaf_count=3858 1910 4341 34142 1594 1108 1401 2678 1201 5728 284 2113 1763 3166 492 224 194 8261 1495 1917 170 647552 443 11023 1893 42549 3495 2989 600931 18308 4376 internal_value=2.41566e-06 -3.1552e-06 -0.00160632 0.002013 -0.00256447 -0.00229966 -0.00309362 0.00142059 0.00362772 -0.00730012 -0.00680612 -0.0118553 7.56925e-05 -0.00595246 -0.0117017 0.00449244 -0.00471678 0.00696809 0.00989148 0.00984395 6.74389e-05 0.000340767 0.0119783 -0.000209629 0.000304131 0.00468422 -0.00952236 0.00025993 0.000166868 -0.00227979 internal_weight=329582 329522 15447 2483.38 1290.88 12963.6 10683.6 2280.03 1754.74 357.357 3181.93 931.304 314075 525.285 338.799 186.486 2250.63 1192.51 850.408 161.133 313873 158003 495.851 155870 157507 1573.58 158.598 155934 148268 5474.12 internal_count=1411599 1407741 69106 10455 5449 58651 48957 9694 7413 1685 14815 3876 1338635 2281 1425 856 10939 5006 3412 662 1336725 687280 14455 649445 672825 6661 3432 666164 623615 22684 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=0 1 2 0 3 2 2 2 1 1 0 0 2 2 0 2 2 2 0 0 2 0 2 0 2 2 0 2 2 0 split_gain=60.3164 43.9917 49.9586 38.8846 35.5346 158.546 102.233 69.5981 34.7307 33.9011 44.8861 37.1498 27.5336 35.992 25.5997 125.466 137.016 42.2452 172.557 46.0164 46.4524 49.244 41.6011 120.471 92.176 76.7557 52.8313 114.63 39.6709 48.5004 threshold=1.0000000180025095e-35 1.5000000000000002 1421.1920166015627 92.500000000000014 1.1054999828338625 2668.121704101563 5922.5739746093759 1608.1567382812502 -43.499999999999993 10.500000000000002 59.500000000000007 66.500000000000014 87.134357452392592 358.55703735351568 5.5000000000000009 39331.130859375007 13381.118652343752 94341.222656250015 55.500000000000007 80.500000000000014 56351.945312500007 91.500000000000014 45803.917968750007 4.5000000000000009 42648.800781250007 42648.800781250007 1.5000000000000002 99998.222656250015 75302.914062500015 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 8 9 4 5 7 -7 -4 -2 11 -11 -3 -13 -14 15 16 -10 19 -19 -16 -21 -22 23 24 -17 -25 27 -24 -23 -30 right_child=1 2 3 -5 -6 6 -8 -9 14 10 -12 12 13 -15 17 22 -18 18 -20 20 21 28 26 25 -26 -27 -28 -29 29 -31 leaf_value=0.030469022784686751 0.013679870213415922 -0.0012027512283349401 -0.034728590364151483 -0.0093539882717465894 0.00018437218707246259 -0.013597340196696953 -9.6260329335465369e-05 0.0049206344756862032 0.001439979714641073 -0.0090874038486855775 0.0052979799794200541 0.031106807988537388 -0.014017005800176337 -0.0037723341060915878 0.00023243849005078184 0.011352815382344313 -0.0076802964572139521 -0.0039195758503814682 0.0060046013500880402 -0.0028269002758687244 0.0087161955141920322 -0.0307280159231039 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-0.000164526 -7.87462e-05 -0.00284207 -0.00831896 0.00397087 0.000165935 -0.00200721 -0.00657795 -0.00165346 -0.00588885 -0.00628646 0.000157247 0.00122437 -0.00229984 7.6093e-05 -0.00187192 0.000155035 -0.00209676 0.00515464 0.00292847 0.00816171 -0.00434802 0.0151853 0.00236397 0.0118065 -0.0120725 0.00339262 internal_weight=329539 329481 63266.7 44396.3 43985.7 3824.11 2119.92 1704.19 266214 18870.4 1355.53 17514.9 1684.59 1666.68 266043 18802.4 6128.35 247240 9629.07 237611 7896.26 722.341 12674 1234.01 443.712 790.296 11440 509.53 123.753 67.6619 internal_count=1411599 1407741 269682 183372 181544 16954 10057 6897 1138059 86310 7481 78829 7566 7486 1136346 103157 32158 1033189 39551 993638 33060 3055 70999 6086 2414 3672 64913 12883 528 292 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 2 1 2 0 2 0 0 2 0 2 2 0 1 2 0 2 1 1 2 1 0 1 0 2 2 split_gain=58.29 41.1115 54.4351 43.6249 65.578 46.3083 47.4503 40.9942 60.1627 56.2267 66.3455 41.1447 50.3493 68.6846 40.0319 37.6691 75.2432 75.652 77.1243 37.5417 43.2363 37.5037 35.9554 35.5902 34.0984 88.7194 55.2802 44.1009 48.2756 42.7117 threshold=1.0000000180025095e-35 -1.4999999999999998 8.545499801635744 16278.651855468752 39.500000000000007 21631.834960937504 -11.499999999999998 857.34472656250011 42.500000000000007 3645.8532714843755 48.500000000000007 53.500000000000007 2911.024291992188 56.500000000000007 1235.1978759765627 4685.5603027343759 35.500000000000007 -4.4999999999999991 7957.9211425781259 28.500000000000004 1499.682556152344 -29.499999999999996 -7.4999999999999991 12538.349609375002 7.5000000000000009 23.500000000000004 24.500000000000004 84.500000000000014 47761.341796875007 6196.5258789062509 decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -2 15 11 -11 14 -13 -14 -10 19 21 18 -18 20 -9 -17 -16 -19 -3 -26 29 -28 -29 -27 right_child=1 24 -4 4 5 6 -8 8 9 10 -12 12 13 -15 22 16 17 23 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=0.030454927238729428 -0.00043205408628510842 -0.00012419949549675454 0.0034631946919864006 -0.0035067649776901449 -0.0050657487888679589 0.022369161857379225 0.003455595502005871 0.005995419149775803 -0.0050625610080961073 -0.0069979150373460581 -6.1923289371202628e-05 -0.0045957673042806169 0.028246863092685575 0.0013508601495766397 0.011894358590927539 0.018043666662577579 -0.031396480644605908 0.0039223925059534469 -0.0054681314137693445 0.0055952142597847669 -0.0012548538930819248 0.0020285830332540918 0.0035158840571240233 -0.011537315444986198 0.0049467041986260884 -0.0026327269236895703 0.0031563885521889959 -0.025638506415947789 0.0021796295888977775 -0.0076318837186154856 leaf_weight=56.429385705851018 16476.959012523293 261336.0194353722 5738.1301414072514 5420.3899858891964 561.33460159599781 128.45132148265839 1690.6086078137159 1181.4144740104675 399.40573082864285 1850.827425211668 3768.1521399319172 1436.74430757761 100.19092108309269 580.91575609147549 562.17986236512661 134.31169451773167 173.23465390503407 530.46058179438114 255.56800659000874 5212.0147489756346 1982.3924269229174 6519.7251180559397 2560.6242024451494 179.32669913768768 1488.5136186182499 5072.2566368579865 1731.1055936515331 106.36327897012234 118.91790866106749 2207.578589849174 leaf_count=3835 69881 1103079 33324 22149 2391 638 7404 5538 1679 7617 16443 6205 433 2479 2902 796 736 2140 1089 23284 8929 28872 11084 720 6251 24452 7217 446 588 9222 internal_value=-3.30377e-05 -3.82589e-05 0.000691006 0.000383355 -0.00168396 0.00246675 0.00479116 0.000750668 0.00146118 -0.000222558 -0.00234656 0.00189351 -0.00141092 0.00530727 0.00388041 0.00263367 0.00113243 -0.005994 -0.0159431 0.00403039 0.00145251 0.00235185 0.00502421 1.65203e-05 -0.000192237 -0.00185015 -0.00294553 0.00153152 -0.0109543 -0.0041487 internal_weight=329561 329504 57443.4 51705.2 7800.78 2380.39 1819.06 43904.4 27427.5 11259 5618.98 5640.06 2117.85 681.107 3522.21 16168.4 7792.63 1138.59 428.803 8375.82 3163.81 6654.04 3122.8 709.787 272061 10724.7 9236.22 1956.39 225.281 7279.84 internal_count=1411823 1407988 256733 223409 32582 10433 8042 190827 120946 48842 24060 24782 9117 2912 15665 72104 34353 4685 1825 37751 14467 29668 13986 2860 1151255 48176 41925 8251 1034 33674 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=0 1 1 0 1 0 2 0 0 2 0 2 0 2 2 2 0 0 2 1 1 2 1 2 2 2 2 3 1 2 split_gain=56.5376 39.4817 37.0418 83.4976 52.0742 42.3837 40.2425 153.573 77.3686 32.9478 32.3311 47.4142 72.0077 38.2896 35.6217 45.4135 31.6749 29.892 38.305 32.5526 45.5803 26.9392 54.6495 31.6881 25.8366 25.2202 24.8468 61.284 56.3224 58.4104 threshold=1.0000000180025095e-35 -18.499999999999996 7.5000000000000009 23.500000000000004 24.500000000000004 40.500000000000007 6196.5258789062509 46.500000000000007 30.500000000000004 2492.341430664063 45.500000000000007 2173.7932128906255 26.500000000000004 4881.8349609375009 3645.8532714843755 207.81653594970706 2.5000000000000004 89.500000000000014 44208.716796875007 88.500000000000014 71.500000000000014 7781.1735839843759 11.500000000000002 37956.898437500007 9759.5722656250018 7781.1735839843759 554.91479492187511 4.4095001220703134 1.0000000180025095e-35 87.134357452392592 decision_type=2 2 2 2 2 2 2 2 2 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 26 21 6 9 10 8 25 -6 11 -5 13 -13 15 -12 -2 -7 -19 20 -20 -4 23 -23 -10 -8 27 -3 -29 -30 right_child=1 2 3 4 5 17 7 -9 24 -11 14 12 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.030441280605061745 0.023937773727265986 -0.00065874894845504314 -0.0010663739268640406 -0.0044698051948588585 -0.0088884010825748278 0.00042882504469085272 0.0073540126688712302 0.0024509892723272009 -0.027479117205039011 0.01284598193365382 -0.01161430579525416 -0.021472530328558139 0.0071760732924385758 0.010878194070960084 -0.010590163141244387 -0.0005230758055140434 0.0036060803526005349 -0.034114527636518233 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1053862 5284 226 4348 internal_value=-3.20361e-05 -3.71034e-05 -6.12357e-05 -0.00179576 -0.00285943 0.00148556 -0.00402816 -0.00741109 -0.0137665 0.00936939 -0.00255609 6.86754e-05 0.00415021 -0.0135082 -0.00474367 -0.00275977 0.00443199 -0.000987715 -0.0137414 -0.00237409 0.00951739 0.00479563 0.00757272 0.00117102 -0.0187611 -0.00337017 -2.58464e-06 -0.000499399 0.004413 -0.000548322 internal_weight=329526 329472 327702 10718.5 9229.15 1956.29 7272.87 2205.18 1341 467.161 5067.68 2303.65 1212.88 177.43 2764.03 2063.74 1769.54 1489.13 148.861 95.549 65.3917 1489.33 1010.58 548.618 905.829 435.174 316984 70460.4 2213.8 1066.89 internal_count=1411823 1407988 1397264 48176 41925 8251 33674 9222 5677 1928 24452 10950 5103 780 13502 9984 10724 6323 721 492 270 6251 4055 2203 3922 1755 1349088 295226 9858 4574 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 2 0 2 2 0 2 2 1 0 0 1 0 1 2 2 0 1 2 2 0 1 0 1 0 split_gain=54.8388 38.1153 50.7024 41.322 61.7578 44.2094 43.6947 38.7648 39.1573 67.37 81.9997 77.8204 62.6394 59.9059 50.3995 50.1647 45.9146 42.9632 41.3097 40.3793 39.8893 37.4147 44.2353 34.8421 31.9505 31.6529 30.2745 99.8035 61.2758 41.8647 threshold=1.0000000180025095e-35 -1.4999999999999998 8.545499801635744 16278.651855468752 39.500000000000007 -21.499999999999996 21631.834960937504 26.500000000000004 912.96624755859386 3645.8532714843755 37.500000000000007 5664.3623046875009 2583.655151367188 -6.4999999999999991 51.500000000000007 48.500000000000007 -3.4999999999999996 56.500000000000007 -9.4999999999999982 7113.1401367187509 10470.297851562502 37.500000000000007 -7.4999999999999991 3141.066528320313 370.10404968261724 39.500000000000007 8.5000000000000018 23.500000000000004 21.500000000000004 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 2 3 7 -5 -6 -7 24 18 12 11 16 14 19 21 -12 -11 -14 25 -13 -21 -10 -23 -19 -2 -9 -3 -28 -29 -30 right_child=1 26 -4 4 5 6 -8 8 9 10 15 13 17 -15 -16 -17 -18 23 -20 20 -22 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=0.030428050204790415 0.0099052066885069075 -0.00012530198618113439 0.0033447180602284685 -0.003410684788134838 0.0304432766195138 -0.0055856217383565485 0.0040809006288723328 -0.0028757391865423176 -0.0030644903335890553 0.010179332582040998 -0.0051108270425311454 0.0037337727795737768 0.00803449236786913 0.00077748124002247998 -0.0037914359209552917 -6.6116906903860876e-05 0.0023987577607564418 -0.0066041549819627699 -0.0015591887597893454 -0.034679872782772889 -0.010667170728917701 0.012797197978191559 0.0027531534970768492 0.0062681438164930619 0.0019091370966590835 0.00920293761818506 0.0061515463868092807 -0.0048781924967002867 0.0069466596681086491 -0.0016824738871901953 leaf_weight=53.189426078461111 469.22510206699371 262914.20953613892 5726.8013417292386 5421.0405338555574 49.498842149972916 551.44440919160843 1777.1293198913336 292.75532011687756 774.87669757008553 1194.5526457577944 3352.5162722915411 91.496473729610443 2623.9063229560852 990.42527557909489 1443.904181137681 3767.9641686230898 1592.7571569979191 373.25445498526096 11875.036312490702 97.375965774059296 172.65500600636005 468.56107583642006 2501.2347094863653 383.89350290596485 10833.502396255732 586.3341860473156 1207.0784936249256 5460.9453626051545 714.01809383928776 1736.9060587733984 leaf_count=3835 2129 1110227 33324 22149 287 2331 7815 1383 3426 5711 13952 436 11825 4094 6291 16443 6690 1594 49211 439 757 2419 10806 1639 48762 2820 5067 25441 3006 7514 internal_value=-3.10831e-05 -3.60008e-05 0.000666406 0.000369645 -0.00164255 0.00238808 0.00179171 0.000727237 0.000202104 0.00103617 -0.000489348 0.00286846 0.00304056 -0.00303787 0.000970108 -0.0024413 0.00573327 0.00621789 -0.00109465 -0.0134903 -0.0193264 0.00280611 0.00433786 -7.75682e-05 0.00224109 0.00518048 -0.000184243 -0.00188359 -0.00310948 0.000831418 internal_weight=329498 329445 57412.1 51685.3 7799.11 2378.07 2328.57 43886.2 32583.5 19829.4 11259.7 4139.26 8569.63 1351.95 5188.58 7120.48 2787.31 3381.05 12754.1 361.527 270.031 3744.67 2969.8 757.148 11302.7 879.09 272033 9118.95 7911.87 2450.92 internal_count=1411823 1407988 256733 223409 32582 10433 10146 190827 139936 86522 48522 18127 38000 5726 22942 30395 12401 15058 53414 1632 1196 16651 13225 3233 50891 4203 1151255 41028 35961 10520 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 2 0 2 2 0 2 2 1 0 0 1 0 1 2 2 0 1 2 2 0 1 2 0 0 split_gain=53.1918 35.8836 47.7935 38.891 58.1104 42.6029 38.7697 36.5038 36.8583 63.467 77.1839 73.3622 59.1237 56.0808 47.4311 47.1475 43.5435 40.607 38.9191 37.6388 36.717 35.2568 42.0426 32.78 30.2031 29.9248 29.0746 27.0566 26.2953 25.7062 threshold=1.0000000180025095e-35 -1.4999999999999998 8.545499801635744 16278.651855468752 39.500000000000007 -14.499999999999998 21631.834960937504 26.500000000000004 912.96624755859386 3645.8532714843755 37.500000000000007 5664.3623046875009 2583.655151367188 -6.4999999999999991 51.500000000000007 48.500000000000007 -3.4999999999999996 56.500000000000007 -9.4999999999999982 7113.1401367187509 10470.297851562502 37.500000000000007 -7.4999999999999991 3141.066528320313 370.10404968261724 39.500000000000007 88.500000000000014 1681.4685058593752 1.5000000000000002 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 7 -5 -6 -7 24 18 12 11 16 14 19 21 -12 -11 -14 25 -13 -21 -10 27 -19 -2 -9 -3 -23 -4 -8 right_child=1 26 28 4 5 6 29 8 9 10 15 13 17 -15 -16 -17 -18 23 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030415221757389851 0.0096393959998486937 -0.0001751911734535826 0.018234088824463101 -0.0033077830927457103 0.020329660007725125 -0.0056440025667880388 0.0014830997210761511 -0.0027863315923592332 -0.0029698972045214085 0.009914668844477342 -0.0049538144657849791 0.0036270799972828063 0.0078136010587036616 0.0007542498604038465 -0.0036740222820619852 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13952 436 11825 4094 6291 16443 6690 1594 49211 439 757 328 10806 1639 48762 2820 250 2091 29861 2001 internal_value=-3.01385e-05 -3.49112e-05 0.00064681 0.000358778 -0.00159345 0.00231877 0.00142276 0.000705798 0.000196212 0.0010058 -0.000474598 0.00278564 0.00295269 -0.00294325 0.0009416 -0.0023672 0.00557286 0.00604352 -0.00106168 -0.0130299 -0.018632 0.00272495 0.00421447 -7.50943e-05 0.00217544 0.00503619 -0.000178723 0.0124901 0.00324921 0.00360433 internal_weight=329462 329410 57384.8 51666.4 7797.89 2375.92 2263.32 43868.5 32573.8 19818.5 11258 4134.98 8560.47 1353.33 5186.07 7123 2781.65 3374.4 12755.3 363.021 271.657 3740.75 2965.19 757.156 11294.7 877.211 272026 465.724 5718.42 1729.43 internal_count=1411823 1407988 256733 223409 32582 10433 9841 190827 139936 86522 48522 18127 38000 5726 22942 30395 12401 15058 53414 1632 1196 16651 13225 3233 50891 4203 1151255 2419 33324 7595 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 0 2 0 2 0 2 2 0 2 0 2 2 0 2 0 2 2 2 2 2 2 1 2 1 1 split_gain=51.595 34.7276 33.2822 53.942 43.167 41.025 35.8856 203.4 214.063 181.01 396.971 113.463 80.2339 91.6255 164.306 120.791 68.0775 62.0572 51.4621 113.997 59.0925 56.451 52.422 51.1933 45.9022 40.7818 39.7626 40.2974 39.7078 39.5367 threshold=1.0000000180025095e-35 2.5000000000000004 17.500000000000004 685.50308227539074 -3.4999999999999996 1.5000000000000002 79088.097656250015 2.5000000000000004 36598.957031250007 2.5000000000000004 99998.222656250015 23051.732421875004 6.5000000000000009 72077.554687500015 3.5000000000000004 65292.480468750007 89168.484375000015 3.5000000000000004 52584.906250000007 4.5000000000000009 47761.341796875007 42648.800781250007 58553.552734375007 47761.341796875007 42648.800781250007 99998.222656250015 1.0000000180025095e-35 13908.505371093752 1.5000000000000002 -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 -5 7 11 -9 10 16 26 13 14 15 -10 -8 -15 19 23 21 -21 -20 24 -16 -11 27 -6 -17 -26 right_child=1 -3 -4 4 6 -7 9 8 12 25 -12 -13 -14 17 18 28 -18 -19 22 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=0.030402783747807055 0.0044175787784294998 -0.00091911817739476643 -0.00011173927694727389 0.027925336708269195 -0.00028999958572744765 0.0030046732391220501 -0.001336749217578981 0.00017312365042952877 -0.012875039759141818 0.0021042030162746923 0.010077201382738561 -0.016542985153457541 0.0016512261342211502 0.022636171868732905 0.0028404230672836586 0.0046858669694097906 -0.016721616866877433 -0.019833664280558959 0.019134874967504122 0.0085597959884080414 -0.038644823890998742 0.020843357590941781 -0.0009159235653644482 0.0070126757788125859 0.015285897669964903 -0.0037868832430802517 -0.0067734399534197043 0.021304829979760909 0.033905772781738952 -0.020448315579884833 leaf_weight=50.132919400930405 3226.4575362280011 35573.968119926751 219918.98497289419 60.291202737018466 307.83835340291262 4275.062427945435 412.67505646497011 42169.54485322535 579.62439423799515 1192.2486913651228 2952.4567842818797 916.14498781040311 2826.4725030809641 486.04740477353334 205.07016786932945 427.02562917768955 694.47624629363418 33.072165191173553 762.60493761301041 836.16669903695583 19.831562846899033 563.72506418824196 138.69553154706955 383.05681185424328 31.709708198904991 9363.901214376092 642.93681487441063 104.06102071329951 46.404747843742371 229.88723060488701 leaf_count=3835 14252 154954 913952 2158 2695 22319 1952 181477 2725 4853 22791 5692 11438 2825 960 2199 3056 146 3760 3749 90 2604 636 1797 191 38847 3644 997 196 1033 internal_value=-2.92191e-05 -3.38509e-05 7.33369e-05 0.000624198 0.000450988 0.00335124 0.000261414 0.000632406 0.00100695 -0.00105114 0.00433246 -0.00881943 0.00565224 0.00803659 0.00657479 -0.00369241 -0.0109871 0.0199305 0.00998468 0.00757612 0.0127778 0.0135063 0.0160494 -0.0011149 -0.0077863 -0.00312152 -0.00211138 0.00516565 0.00754995 -0.0161168 internal_weight=329431 329380 293806 73887.5 70661 4335.35 66325.7 51709.9 49738.9 14615.8 4059.61 1970.98 7569.39 4742.92 4223.8 1053.05 1107.15 519.12 3170.75 2269.45 1419.72 1399.89 901.3 849.724 466.667 10556.1 1054.84 411.899 473.43 261.597 internal_count=1411823 1407988 1253034 339082 324830 24477 300353 228854 215826 71499 27799 13028 34349 22911 19940 5120 5008 2971 14820 10424 6443 6353 4396 3981 2184 43700 7336 3692 2395 1224 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=0 1 0 0 1 2 3 3 2 2 2 2 2 2 2 2 0 1 1 0 0 2 2 0 0 2 0 2 2 2 split_gain=50.5022 40.0875 28.3851 28.3098 25.2925 48.3332 31.0452 59.8878 48.5824 101.688 49.6444 43.953 44.5275 40.892 66.014 36.8701 28.1686 26.1414 30.9245 36.3976 25.6281 39.6302 41.358 34.9749 28.945 61.026 31.8614 66.5773 26.2717 26.5681 threshold=1.0000000180025095e-35 -18.499999999999996 94.500000000000014 2.5000000000000004 1.5000000000000002 1750.7693481445315 1.0619999766349795 1.1054999828338625 3645.8532714843755 4232.3850097656259 2668.121704101563 498.67184448242193 6949.8193359375009 3432.9526367187505 1148.2519531250002 410.89489746093756 49.500000000000007 42.500000000000007 14.500000000000002 59.500000000000007 65.500000000000014 308.83364868164068 87.134357452392592 67.500000000000014 49.500000000000007 174.82500457763675 46.500000000000007 731.67642211914074 554.91479492187511 207.81653594970706 decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 17 8 11 10 16 -3 15 13 14 -13 -8 -10 18 20 -20 24 22 -22 -23 26 -26 -6 -28 29 -27 right_child=1 2 -4 -5 5 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 21 23 -24 -25 25 28 27 -29 -30 -31 leaf_value=0.030390709111654906 0.023598624623946751 0.0002672228547942798 -0.004982328536607252 0.0037384562603406972 -0.0013889115315670517 1.7584733869887578e-05 0.00026543742568513199 0.00013367926172013294 0.00073228552800052617 -0.0017287797498692133 -0.014661987413606083 -0.011784401401569711 0.001664844717310453 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29508 4643 9636 51370 177973 9471 1028950 3121 9335 858 2135 4550 12250 7786 403 16471 175 3519 664 84 644 1524 6632 5214 3739 5085 1832 3685 6522 internal_value=6.94251e-06 2.40409e-06 -2.20186e-05 0.00448486 -6.30619e-06 -0.000546429 0.000122677 4.65558e-05 0.00151431 0.00343035 -0.000153936 -0.00242726 -0.00377108 -0.00497416 -0.00212856 0.00103276 0.00621661 -0.00177091 -0.00181915 -0.00774426 -0.0015822 -0.00482593 -0.0139699 -0.00284195 -0.00120917 0.000935728 -0.00191959 -0.00612716 0.00309502 0.00476762 internal_weight=329615 329566 327780 1785.91 326745 62986.4 263758 250079 13679.1 6366.72 7312.38 8507.71 6127.79 5017.35 2384.75 2379.92 4134.06 19863.2 19824.2 762.296 19061.9 1966.06 350.524 1615.53 17095.9 4253.59 12842.3 1438.33 3125.13 2281.51 internal_count=1412914 1409035 1398143 10892 1393500 268662 1124838 1065545 59293 28927 30366 36595 26721 22171 9921 9874 19592 90689 90514 4183 86331 8884 1608 7276 77447 19160 58287 6917 13946 10261 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=0 1 0 1 0 2 2 0 2 0 2 0 2 2 0 2 1 2 0 2 0 2 2 2 0 2 2 2 0 1 split_gain=48.991 37.8193 27.3755 27.2205 24.7142 97.8702 188.458 61.1495 84.2878 323.732 117.422 143.329 111.052 100.803 135.382 131.229 100.608 87.7886 224.675 75.5001 72.952 67.1806 60.4276 89.6429 56.7374 64.7221 54.9594 51.1333 69.6669 53.3694 threshold=1.0000000180025095e-35 -18.499999999999996 2.5000000000000004 92.500000000000014 7.5000000000000009 26225.782226562504 13381.118652343752 1.5000000000000002 79088.097656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 65292.480468750007 52584.906250000007 4.5000000000000009 47761.341796875007 1.0000000180025095e-35 99998.222656250015 2.5000000000000004 99998.222656250015 3.5000000000000004 58553.552734375007 47761.341796875007 42648.800781250007 3.5000000000000004 89168.484375000015 56351.945312500007 2363.3640136718755 5.5000000000000009 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 -2 4 5 6 27 19 9 16 11 12 -11 14 15 -13 -9 24 -19 -7 -12 -15 23 -16 25 -10 -18 29 -29 -3 right_child=1 3 -4 -5 -6 7 -8 8 17 10 20 13 -14 21 22 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.030379012837189627 0.023347312552439891 0.0094183772717340315 0.0036331672978606095 -0.031678837990750372 -0.00010120390671833372 -0.0043215118690026434 -0.0091045484322433892 0.00022046354435940562 -0.0011512290674502493 -0.011440040050904208 0.022443506800232924 -0.012189140641841492 0.0067885992550537179 0.018688007355824991 0.0055896019998031348 0.0089600626948471186 -0.029916436269087805 0.0082452152084844105 -0.0022142701367186442 0.019369296759310727 -0.013146808104727264 -0.0011741483278685091 -0.030495684792261453 0.017771022559553814 0.0049183085593738785 -0.015595665771894921 -0.0018408199591157495 0.0017780387978495855 -0.0051916705111100785 -0.00071090275720537069 leaf_weight=47.790398244746029 65.826554246246815 1056.1880691461265 1715.5920398011804 24.442916989326477 298058.66029198468 177.77738802880049 2326.3634267114103 212.78538291156292 460.66950470209122 814.72582958638668 495.95829224586487 732.05681324750185 476.82411389797926 816.87853290885687 3864.3787163347006 413.02469776570797 356.52143873274326 2665.4521737024188 6029.1239995062351 379.53715475276113 57.883727848529816 188.65729672461748 38.388809412717819 632.72650466859341 290.02247248589993 708.67451912909746 76.15615226328373 3523.2638699449599 2036.9911659508944 840.82798993587494 leaf_count=3879 1256 5448 9636 205 1248030 2241 12305 1292 2125 3869 2960 3368 2453 4097 16986 1953 1505 13230 25608 11196 255 866 171 2960 1225 3076 305 17721 9092 3601 internal_value=6.73078e-06 2.3261e-06 0.00436164 -2.13677e-05 -1.90066e-05 0.000806679 -0.00164985 0.00201512 0.00173267 0.00381642 0.00536626 0.00443892 -0.00471025 0.00620626 0.00465647 -0.00456074 -0.0166689 -0.000150587 0.000992241 0.0118122 0.0187239 0.0149615 0.00698355 0.00730348 -0.0069593 -0.0099052 -0.0249748 0.000675709 -0.000775304 0.0049287 internal_weight=329584 329536 1781.42 327755 327731 29671.9 9783.63 19888.2 19330.9 9176.97 8531.5 7977.66 1291.55 6686.11 5680.58 1145.08 645.463 10153.9 8694.58 557.315 553.842 1005.54 4535.49 4497.11 1459.37 1169.34 432.678 7457.27 5560.26 1897.02 internal_count=1412914 1409035 10892 1398143 1397938 149908 48167 101741 88304 43040 39938 36723 6322 30401 25438 5321 3102 45264 38838 13437 3215 4963 20117 19946 6426 5201 1810 35862 26813 9049 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=0 1 0 2 3 2 2 0 2 2 0 2 0 2 2 0 2 1 0 2 0 2 2 2 2 2 0 1 2 0 split_gain=47.5254 35.8858 26.5116 25.8835 24.0752 86.8693 188.7 59.0794 72.4167 63.2252 296.54 104.379 126.015 103.018 100.676 116.947 123.511 96.2071 95.3433 94.9894 195.283 68.9126 56.0433 87.1408 52.4305 47.3606 53.2061 52.0164 45.4433 42.1696 threshold=1.0000000180025095e-35 -21.499999999999996 94.500000000000014 40991.593750000007 12.393000125885012 26225.782226562504 13381.118652343752 1.5000000000000002 99998.222656250015 79088.097656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 65292.480468750007 52584.906250000007 4.5000000000000009 47761.341796875007 1.0000000180025095e-35 3.5000000000000004 99998.222656250015 2.5000000000000004 58553.552734375007 42648.800781250007 45803.917968750007 56351.945312500007 2363.3640136718755 5.5000000000000009 1.0000000180025095e-35 42648.800781250007 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 4 -2 -3 6 25 8 28 10 17 12 13 -12 15 16 -14 -9 -13 29 -21 -16 -17 -24 -19 27 -27 -6 -7 -11 right_child=1 2 -4 -5 5 7 -8 9 -10 19 11 18 14 -15 21 22 -18 24 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030367670749829895 0.0029576638701785179 -8.4854592051362442e-05 -0.0048129290589969285 0.013851102348374824 0.0092183238255034074 0.022272308329350034 -0.008809239915790688 0.00027928163711536712 0.019061707859660142 -0.009596335209457213 -0.010997670036185991 0.02202975552640294 -0.011800635757432345 0.0065564601890186714 0.018259961705614482 0.0049097237214033758 0.0087053636995530013 -0.029224457077050181 -0.016164295919871657 0.0080486532354051253 -0.0016274863015472683 -0.001498968152189045 0.020897901713765623 -0.0032359539772380702 -0.0017855926958050188 0.0017202075389071536 -0.004220739981458479 -0.00056430854361026489 -0.012881926490769092 0.0025129645615935997 leaf_weight=46.395037213340402 1060.3707943130285 296616.05577400327 1034.2855982817709 240.90561192110181 1087.8309847339988 43.977365419268608 2405.7154182586819 213.1714263856411 375.53076935000718 1171.0003473386168 817.99732145667076 491.27184879034758 735.31554906070232 475.95131666958332 814.21738819032907 4015.0148236006498 412.73871340602636 354.05185858905315 66.823266357183456 2661.8633187636733 6367.8037889823318 197.36779338866472 489.06220416724682 185.80943055450916 76.156251356005669 3525.5890768300742 2205.4261108636856 888.91692951321602 133.73606277257204 332.2634235471487 leaf_count=3879 6114 1242122 4643 2178 5612 478 12655 1296 11232 5217 3881 2967 3377 2456 4118 17651 1961 1505 292 13271 27060 903 2312 858 305 17750 9838 3811 1765 1407 internal_value=6.55797e-06 2.28295e-06 -1.74311e-05 0.00497437 -2.27064e-06 0.000799695 -0.00147427 0.00192531 0.0115952 0.00165618 0.00345243 0.00490558 0.00404542 -0.00454076 0.00566744 0.00415345 -0.00442849 -0.016201 0.0174566 6.25235e-05 0.00122495 0.0144048 0.00625425 0.0142532 -0.0243672 0.000815096 -0.000566005 0.00481921 -0.00418258 -0.00691984 internal_weight=329543 329496 328195 1301.28 327161 30544.6 10113.5 20431.1 553.244 19877.9 9344.95 8701.57 8143.47 1293.95 6849.53 5837.94 1148.05 643.38 558.095 10532.9 9029.67 1011.59 4689.89 674.872 430.208 7707.76 5731.02 1976.75 177.713 1503.26 internal_count=1412914 1409035 1400743 8292 1396100 153978 49666 104312 13475 90837 43882 40776 37517 6337 31180 26159 5338 3106 3259 46955 40331 5021 20821 3170 1810 37011 27588 9423 2243 6624 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=0 1 0 0 1 2 3 3 2 2 2 2 2 2 2 2 0 1 1 0 0 1 0 2 2 1 2 2 1 3 split_gain=46.1042 33.9288 26.2032 26.0504 23.6639 44.3758 29.9548 55.5481 45.7635 95.8265 46.6478 41.3949 41.945 38.5856 62.2057 34.6467 26.5828 25.331 28.0366 35.8919 25.3113 27.2875 29.7273 32.1337 26.0675 34.9766 24.792 41.4828 23.9216 34.6411 threshold=1.0000000180025095e-35 -18.499999999999996 2.5000000000000004 98.500000000000014 1.5000000000000002 1681.4685058593752 1.0619999766349795 1.1054999828338625 3645.8532714843755 4232.3850097656259 2668.121704101563 498.67184448242193 6949.8193359375009 3432.9526367187505 1148.2519531250002 410.89489746093756 49.500000000000007 42.500000000000007 14.500000000000002 59.500000000000007 90.500000000000014 24.500000000000004 41.500000000000007 2267.636352539063 89168.484375000015 11.500000000000002 6643.0878906250009 16701.354492187504 5.5000000000000009 3.0835000276565556 decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 11 10 16 -3 15 13 14 -13 -8 -10 18 -6 -20 21 28 23 -23 25 -22 -11 -28 -7 -30 right_child=1 3 -4 -5 5 20 7 -9 9 26 -12 12 -14 -15 -16 -17 -18 -19 19 -21 24 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.030356674315900049 0.022986167895431609 0.00026478848080390256 0.0034349024428847338 -0.022141174556469884 -0.0015446091112484774 0.00032991712893706777 0.00026305503497166098 0.00011678360825131447 0.00071596252950678358 -0.0066087413937093459 -0.014197622263852979 -0.011440233459909967 0.0016204707573074849 -0.0073300279549705855 0.00044363214791681759 0.018611070055712841 0.0071309431991962956 0.023003556889432668 -0.010433034829513283 0.0070155270491799038 -0.0063879847143635754 -0.03306532073291038 0.0013937916600866257 0.012006638485557629 7.0076525379526855e-05 -0.029980488253766136 0.0032942556647792263 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-0.00365503 -0.00482362 -0.00205976 0.0010073 0.00604328 -0.00172446 -0.00177151 -0.00745843 -5.50028e-06 7.96655e-05 0.00391235 0.0105134 -0.00614223 -0.012472 -0.00167126 0.000352719 -6.93854e-05 -0.00137235 internal_weight=329504 329459 1773.51 327685 327637 63178.6 264459 250784 13674.3 6361.72 7312.63 8503.51 6123.47 5013.02 2384.07 2380.04 4128.96 19591.8 19554.6 750.278 43586.8 42990.2 1609.28 444.433 596.62 295.515 2232.76 1583.6 41380.9 9706.78 internal_count=1412914 1409035 10892 1398143 1397770 269577 1128193 1068900 59293 28927 30366 36595 26721 22171 9921 9874 19592 89627 89460 4146 179950 177441 6547 1788 2509 1262 9335 6534 170894 41062 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=31 num_cat=0 split_feature=0 1 1 2 1 0 2 0 2 2 2 2 0 1 2 0 1 1 1 2 2 2 0 0 1 3 2 2 0 1 split_gain=44.726 32.1693 25.7606 24.4009 22.4201 31.6636 26.2981 61.4015 25.4667 31.7844 24.0863 49.3234 86.3589 40.2872 45.3729 37.5306 34.9962 34.1925 44.6416 34.0344 25.965 73.2831 113.689 27.1366 25.9851 25.1703 49.0032 31.0155 29.6744 28.6858 threshold=1.0000000180025095e-35 -21.499999999999996 92.500000000000014 40991.593750000007 -1.4999999999999998 7.5000000000000009 16701.354492187504 76.500000000000014 22283.848632812504 13664.751464843752 857.34472656250011 3645.8532714843755 37.500000000000007 -8.4999999999999982 1681.4685058593752 60.500000000000007 -4.4999999999999991 -3.4999999999999996 -8.4999999999999982 957.19903564453136 8136.8720703125009 4591.9587402343759 44.500000000000007 44.500000000000007 -10.499999999999998 3.2575000524520878 432.48675537109381 210.83787536621097 36.500000000000007 -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 3 4 -2 5 8 10 -8 9 -3 25 13 17 14 19 -16 20 18 -13 -12 21 23 24 -14 -23 27 -27 28 -7 -28 right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 11 12 16 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31 leaf_value=0.030346010629943333 0.0027679201799786467 0.001423641955083078 -0.031241446532897926 0.013403315971219597 -0.00012680590325349746 0.0093839035269062242 -0.0018876813049348165 0.0077711160419511576 0.0052584876971321706 -0.01521777020891023 0.014946064672682759 -0.00094829797194901299 0.003817136110703149 0.0021354987409312473 0.012917149930456688 -0.01450356553824084 -0.0010603035251499397 0.00050400568008835843 0.0060262154218685623 -0.0085213715834633452 -0.00033938832030139851 0.0031756857059449892 -0.0061064082962111041 -0.0070615898088884771 -0.039537387420918071 0.011025211060592762 -0.011065859948764755 -0.0019710621493937148 0.00039108127119442081 0.0013542941542467018 leaf_weight=43.723917833529413 1056.6491526030004 878.52922425791621 23.777310445904732 237.85613036900759 272011.45267735422 356.55244019627571 7918.8622765243053 640.23642137646675 2178.7854513972998 117.05746928602457 75.572328224778175 1142.8474567830563 336.18493875861168 9698.5931763201952 829.05431267619133 47.496890693902969 5294.4449616968632 5688.9780034571886 2978.6973093152046 210.66479250788689 554.99754522740841 13.886123299598692 298.7568544447422 534.42549832165241 166.76449470221996 470.89605216681957 178.21250951290131 8263.235220938921 4475.4041036814451 2748.6720713227987 leaf_count=3879 6114 5085 205 2178 1151685 1510 32901 2964 14469 808 373 5503 1553 42663 4243 222 22183 24245 13738 1047 2420 59 1335 2433 694 2189 853 34592 18757 12014 internal_value=6.1973e-06 2.17039e-06 -1.645e-05 0.0047221 -1.41872e-05 0.000531887 0.000357332 -0.00116519 0.00344209 -0.000532995 0.000651067 0.00118879 0.00018033 0.00276814 0.00804489 0.0114313 -0.00231495 0.00201149 0.00409228 -0.0023255 -0.00580187 -0.00804752 -0.0174667 -0.00286079 -0.0362541 -0.00025763 0.00204315 -0.000854608 0.00105467 0.000598054 internal_weight=329471 329428 328133 1294.51 328109 56097.8 52923.4 8559.1 3174.37 995.587 44364.3 27871.4 17010 10861.4 1162.79 876.551 7199.46 9810.52 4121.54 286.237 1905.02 1350.02 479.407 870.61 180.651 16493 3397.78 13095.2 4831.96 2926.88 internal_count=1412914 1409035 1400743 8292 1400538 248853 228491 35865 20362 5893 192626 122711 74163 48548 5885 4465 30677 43486 19241 1420 8494 6074 2088 3986 753 69915 15056 54859 20267 12867 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 0 2 1 0 0 2 0 0 3 0 3 2 2 2 2 2 1 1 2 2 2 0 split_gain=43.2469 37.3084 36.3938 49.6665 51.7179 31.4468 30.7045 34.2967 26.5935 25.0931 26.5955 34.1621 29.5268 23.3974 35.5627 29.5897 21.6827 61.7577 60.8988 58.0328 90.1402 48.3101 47.1188 42.1668 40.4634 35.6258 28.7058 54.909 68.6043 49.9293 threshold=1.0000000180025095e-35 -51.499999999999993 112.57336044311525 51.500000000000007 65.889682769775405 53.500000000000007 78.500000000000014 77.500000000000014 98.500000000000014 170.15808868408206 1.5000000000000002 44.500000000000007 35.500000000000007 65.889682769775405 23.500000000000004 5.5000000000000009 1.0619999766349795 49.500000000000007 1.1054999828338625 2760.058227539063 6949.8193359375009 2534.145385742188 269.47608947753912 14858.619628906252 1.0000000180025095e-35 1.0000000180025095e-35 263.91864013671881 1235.1978759765627 1499.682556152344 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 13 5 -5 7 -6 9 10 -4 12 -12 14 15 -3 17 22 19 21 -21 26 -11 -19 -23 -24 -18 29 -29 -28 right_child=1 2 8 4 6 -7 -8 -9 -10 16 11 -13 -14 -15 -16 -17 18 23 -20 20 -22 24 25 -25 -26 -27 27 28 -30 -31 leaf_value=0.030335710660971724 0.019252536714108221 0.01746392068337883 -0.00079500907467618153 -0.002078124058947685 -0.0058896346122160647 0.015778928337318806 -0.044117284869846875 0.036037728364814892 -0.022116815882178145 0.0070087341523394639 0.00016613681118209073 -0.0062441332733337313 0.025124157926513568 0.0079630825725560891 0.0031072984533938729 -0.038402082069528262 0.0039554133936027473 0.002832164510936575 2.4067885389551107e-06 -0.0075759459127355778 0.0014336539769480925 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-3.77032e-05 0.00302754 -0.00184398 0.00772854 -0.0058351 -0.00499557 -7.0169e-05 -6.68357e-05 -0.00151736 -0.00470625 0.00571134 0.00568751 0.00154017 -0.0242958 -1.9024e-05 0.00113061 -7.28688e-05 -0.00249068 -0.00480926 -1.32477e-05 -0.0019781 0.00239824 0.00963336 -0.00313311 -0.0010386 -0.00234056 0.000506344 -0.00784815 internal_weight=329272 329229 329139 3449.57 1218.32 358.493 859.828 841.377 325690 325640 10391.2 1919.09 246.861 2231.25 790.512 45.2077 315249 14104.6 301145 9092.69 4696.93 4395.76 4085.48 10019.1 422.34 3620.2 3973.42 3151.75 2077.75 1074 internal_count=1411973 1408116 1407036 14758 5189 1526 3663 3583 1392278 1391899 44206 9155 1133 9569 3393 216 1347693 62046 1285647 39911 21380 18531 17594 44452 1722 15651 16809 13380 8587 4793 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 0 2 1 0 0 2 0 0 3 0 3 2 2 2 2 2 1 1 2 2 2 2 split_gain=41.9522 35.6134 34.2462 46.7304 48.6745 29.5643 29.3157 32.3796 25.772 23.7227 25.0984 32.2042 27.469 22.0056 33.6514 28.0425 20.2915 58.1234 57.5131 54.6877 85.0138 45.4483 44.3475 39.6713 38.0582 33.5896 27.0705 33.3004 27.0175 51.7942 threshold=1.0000000180025095e-35 -51.499999999999993 112.57336044311525 51.500000000000007 65.889682769775405 53.500000000000007 78.500000000000014 77.500000000000014 97.500000000000014 170.15808868408206 1.5000000000000002 44.500000000000007 35.500000000000007 65.889682769775405 23.500000000000004 5.5000000000000009 1.0619999766349795 49.500000000000007 1.1054999828338625 2760.058227539063 6949.8193359375009 2534.145385742188 269.47608947753912 14858.619628906252 1.0000000180025095e-35 1.0000000180025095e-35 10240.441894531252 3673.1176757812505 263.91864013671881 1235.1978759765627 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 7 -6 9 10 -4 12 -12 14 15 -3 17 22 19 21 -21 28 -11 26 -23 -24 27 -19 -18 -30 right_child=1 2 8 4 6 -7 -8 -9 -10 16 11 -13 -14 -15 -16 -17 18 23 -20 20 -22 24 25 -25 -26 -27 -28 -29 29 -31 leaf_value=0.030325676478011019 0.018943075859414515 0.017041479390458955 -0.00077117992179899985 -0.0020160293122359263 -0.0057149376740856291 0.015296607334408715 -0.043285864383483474 0.035110051112566043 -0.011428424368729252 0.0067973622880710943 0.0001611440293610941 -0.0060713123150997307 0.024150115338963229 0.0077234806043997512 0.0030136038653896182 -0.037511451598188715 0.0038360709191399994 0.0030884190677859294 5.7490029593161861e-06 -0.0073612024776271877 0.0013905852439003641 -0.0009315420058355992 9.919058303395158e-05 -0.0061383365255646399 0.017234445051498536 -0.005702284229811283 0.0099222877187447756 -0.002340219604933867 -0.0076282112090124898 0.0004911205458834482 leaf_weight=40.976013160310686 89.001322207972407 11.348102957010267 8471.8526265323162 161.59766863286495 823.15250147879124 196.98930747807026 18.244797959923744 17.864330038428307 179.62503328919411 465.35282230377197 192.0236172825098 1668.2959202528 55.340553656220436 1440.8709276616573 745.41959553956985 33.560701757669449 821.8170990049839 7925.4356804043055 291920.95447609574 3249.1251788139343 1442.4024215489626 183.52858525514603 1659.1790369451046 474.66576944291592 238.90755121409893 1958.3431276381016 450.93978463113308 1166.681781411171 1071.8683934211731 2077.8434341400862 leaf_count=3857 1080 63 35051 689 3508 837 80 75 956 1943 874 8022 259 6176 3177 153 3429 35671 1245159 15443 5937 765 7053 1939 957 8598 1859 4983 4793 8587 internal_value=-2.76716e-05 -3.14496e-05 -3.65807e-05 0.00293707 -0.00178947 0.00749465 -0.00566392 -0.00484776 -6.80731e-05 -6.18039e-05 -0.00147241 -0.00457353 0.00552798 0.00551695 0.00149416 -0.0237264 -1.53033e-05 0.00109699 -6.74084e-05 -0.00241799 -0.00467048 -1.29595e-05 -0.00192004 0.00232662 0.00934218 -0.00304143 0.00274767 0.00239183 -0.00100803 -0.00227194 internal_weight=329253 329212 329123 3449.05 1217.85 358.587 859.262 841.017 325674 325495 10387.5 1915.66 247.364 2231.2 790.328 44.9088 315107 14100.6 301006 9085.49 4691.53 4393.97 4082.87 10017.7 422.436 3617.52 9543.06 9092.12 3971.53 3149.71 internal_count=1411973 1408116 1407036 14758 5189 1526 3663 3583 1392278 1391322 44206 9155 1133 9569 3393 216 1347116 62046 1285070 39911 21380 18531 17594 44452 1722 15651 42513 40654 16809 13380 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 0 1 2 3 2 0 2 0 1 0 2 1 0 2 0 2 3 1 2 2 2 1 split_gain=40.6967 33.9902 32.2263 43.9689 45.8121 28.0112 30.5804 27.7988 24.626 22.5128 49.6108 42.5201 40.0615 38.4104 44.3215 131.412 62.2533 61.2438 53.2063 39.5741 35.6138 112.326 79.1262 63.5241 40.532 36.3146 32.7936 31.9737 36.3727 50.4282 threshold=1.0000000180025095e-35 -51.499999999999993 112.57336044311525 51.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 53.500000000000007 98.500000000000014 5.5000000000000009 207.81653594970706 9.5555000305175799 99998.222656250015 24.500000000000004 6196.5258789062509 46.500000000000007 23.500000000000004 31.500000000000004 11197.012207031252 7.5000000000000009 44.500000000000007 2534.145385742188 26.500000000000004 2855.797973632813 1.1980000138282778 15.500000000000002 7781.1735839843759 68839.980468750015 7602.1542968750009 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 3 -3 7 6 -6 -5 9 -4 -11 13 -13 27 20 16 17 26 -18 -19 21 -15 -23 -22 -25 -24 -16 28 -12 -30 right_child=1 2 8 4 5 -7 -8 -9 -10 10 11 12 -14 14 15 -17 18 19 -20 -21 23 22 25 24 -26 -27 -28 -29 29 -31 leaf_value=0.030315949826802899 0.018635796751633793 0.0053516384521384974 -7.5446211554617383e-06 -0.0019557856082032996 -0.0055454416700538326 -0.042496889357098888 0.034221831401073113 0.014830784931236395 -0.021445052631026505 -0.0078149163600599227 -7.1204980728089551e-05 -0.016891998639543177 0.001983569179356947 -0.0037245254587124793 0.010045220593673283 0.0024585860898695719 -0.022687542570119137 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820 4809 3287 4951 2173 1725 1342 3086 1672 internal_value=-2.68455e-05 -3.05119e-05 -3.54902e-05 0.0028494 -0.00173664 -0.00549789 -0.00470437 0.0072683 -6.60385e-05 -6.28552e-05 -0.00118789 -0.000746317 -0.0099729 -0.000456373 -0.00119324 -0.00393572 -0.00904738 -0.011244 0.00363678 -0.0151768 8.39608e-05 0.00239752 0.00728037 -0.00169913 -0.00610337 0.0093286 -0.00306735 0.00292631 0.00426369 0.00777715 internal_weight=329235 329195 329107 3448.43 1217.33 858.676 840.647 358.658 325659 325610 15257.9 14304.8 435.83 13869 11388.2 3618.45 2010.91 1714.07 296.837 1157.39 7769.77 3381.83 1881.32 4387.93 1763.11 1693.62 556.681 2480.74 2149.34 1187.15 internal_count=1411973 1408116 1407036 14758 5189 3663 3583 1526 1392278 1391899 68385 62935 1839 61096 50635 15046 8465 7261 1204 5010 35589 15362 7802 20227 8238 6982 2251 10461 9119 4758 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 0 2 1 0 0 2 0 0 3 0 3 2 2 2 2 2 1 1 2 2 2 0 split_gain=39.4793 32.436 30.3236 41.3633 43.1198 26.7837 28.8904 26.2202 23.6308 22.0686 23.042 30.2762 25.6394 20.702 31.8397 26.549 19.2525 54.7012 54.0139 51.3235 79.8355 42.7383 41.7801 37.4166 35.7826 31.5643 25.5426 48.8047 64.5101 47.3198 threshold=1.0000000180025095e-35 -51.499999999999993 112.57336044311525 51.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 54.500000000000007 97.500000000000014 170.15808868408206 1.5000000000000002 44.500000000000007 35.500000000000007 65.889682769775405 23.500000000000004 5.5000000000000009 1.0619999766349795 49.500000000000007 1.1054999828338625 2760.058227539063 6949.8193359375009 2534.145385742188 269.47608947753912 14858.619628906252 1.0000000180025095e-35 1.0000000180025095e-35 263.91864013671881 1235.1978759765627 1499.682556152344 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 13 7 6 -6 -5 9 10 -4 12 -12 14 15 -3 17 22 19 21 -21 26 -11 -19 -23 -24 -18 29 -29 -28 right_child=1 2 8 4 5 -7 -8 -9 -10 16 11 -13 -14 -15 -16 -17 18 23 -20 20 -22 24 25 -25 -26 -27 27 28 -30 -31 leaf_value=0.030306513492126777 0.0183306982993055 0.016497743377316628 -0.00074783787436833902 -0.001459253929882387 -0.0053809872364143111 -0.041746700851981532 0.033369878054391865 0.014781099427473177 -0.010970378152125161 0.00660329457007083 0.00018767150058497862 -0.0058528127799170517 0.023298205824982519 0.0073305264626151402 0.0027614957956769151 -0.036775865840008498 0.0037312165308235144 0.0026724779901926344 6.8847441759497486e-06 -0.0071387643874878002 0.0013445872732157085 -0.00090323600718233575 9.6442421929780254e-05 -0.0059558175813236632 0.016710042818936913 -0.005529420455916566 -0.011935367268504152 0.027948148915281485 -0.00054413903929373202 0.0013848282057902883 leaf_weight=38.613788296468556 86.575687667354941 11.261773169040678 8471.6305305510759 170.77793309092522 822.57951085269451 17.806045800447464 17.687744706869125 187.93071214854717 178.70115813612938 465.3447258323431 191.93121063709259 1662.7212546765804 55.755479142069817 1441.0046884268522 745.71660479903221 33.354217529296875 821.82016469538212 9539.6054501086473 291910.74610516429 3242.9153807014227 1442.5001393556595 183.55530112981796 1659.149532482028 474.84730184078217 238.94061271846294 1955.3288266211748 706.89275448024273 74.165229856967926 2003.6720202118158 363.43586413562298 leaf_count=3857 1080 63 35051 728 3508 80 75 798 956 1943 874 8022 259 6176 3177 153 3429 42513 1245159 15443 5937 765 7053 1939 957 8598 3264 316 8271 1529 internal_value=-2.60495e-05 -2.96076e-05 -3.44377e-05 0.00276412 -0.00168541 -0.00533684 -0.00456528 0.00704921 -6.40705e-05 -5.80823e-05 -0.00141899 -0.00439517 0.00538997 0.00519051 0.00128864 -0.0233288 -1.32402e-05 0.00107045 -6.39859e-05 -0.00234292 -0.00452699 -1.31863e-05 -0.00185768 0.00226336 0.00905787 -0.00294699 -0.000978551 -0.00220802 0.00047285 -0.00741242 internal_weight=329217 329178 329092 3448.12 1216.78 858.073 840.267 358.709 325644 325465 10382 1910.41 247.687 2231.34 790.333 44.616 315083 14094.3 300989 9077.9 4685.42 4392.48 4079.82 10014.5 422.496 3614.48 3969.99 3148.17 2077.84 1070.33 internal_count=1411973 1408116 1407036 14758 5189 3663 3583 1526 1392278 1391322 44206 9155 1133 9569 3393 216 1347116 62046 1285070 39911 21380 18531 17594 44452 1722 15651 16809 13380 8587 4793 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 0 0 1 2 3 2 0 2 0 0 1 1 0 2 0 2 3 1 2 2 2 1 2 split_gain=38.2987 30.948 28.5362 38.9203 40.5866 25.6265 27.3017 24.662 22.8033 21.0713 46.2971 39.989 37.9551 36.1091 41.8192 124.088 59.1481 70.8932 36.284 33.4271 105.654 74.4349 59.6866 38.2685 34.1378 30.2335 30.0891 34.2215 47.4543 37.1733 threshold=1.0000000180025095e-35 -51.499999999999993 112.57336044311525 51.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 53.500000000000007 98.500000000000014 5.5000000000000009 207.81653594970706 9.5555000305175799 99998.222656250015 24.500000000000004 6196.5258789062509 46.500000000000007 32.500000000000007 31.500000000000004 7.5000000000000009 44.500000000000007 2534.145385742188 26.500000000000004 2855.797973632813 1.1980000138282778 15.500000000000002 4881.8349609375009 68839.980468750015 7602.1542968750009 11.500000000000002 37956.898437500007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -5 9 -4 -11 13 -13 26 19 16 -16 18 -18 20 -15 25 -21 -24 -23 -22 27 -12 29 -29 right_child=1 2 8 4 5 -7 -8 -9 -10 10 11 12 -14 14 15 -17 17 -19 -20 22 21 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.030297364702774453 0.018027784891322861 0.0050351626418700095 -5.6306755889666053e-06 -0.0018537278864767101 -0.0052214205149259405 -0.041032021776863957 0.032551348297325998 0.013956031123562578 -0.020790036260818 -0.0075678183762384506 -6.9276664959987483e-05 -0.016426052152181417 0.001956480486844641 -0.0036187927393852887 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837 379 5450 4361 1167 672 7560 2949 6581 1351 474 3691 11989 592 4809 3287 4951 2173 228 1342 2574 1672 512 internal_value=-2.52726e-05 -2.87257e-05 -3.3412e-05 0.00268171 -0.00163573 -0.00518059 -0.00443033 0.00683691 -6.21563e-05 -5.91157e-05 -0.00114815 -0.000722303 -0.00967777 -0.000441138 -0.00115617 -0.00382227 -0.00879952 -0.0126913 -0.0149435 8.45938e-05 0.00232615 0.0070576 -0.00164399 -0.00592142 0.00904002 -0.0108944 0.00283851 0.00413555 0.00754346 0.00312646 internal_weight=329199 329161 329076 3447.36 1216.21 857.457 839.881 358.75 325629 325581 15241.4 14293.3 435.092 13858.2 11377.6 3613.37 2005.72 1276.99 1159.3 7764.28 3380.53 1882.39 4383.74 1758.34 1695.19 187.198 2480.56 2149.35 1187.17 769.735 internal_count=1411973 1408116 1407036 14758 5189 3663 3583 1526 1392278 1391899 68385 62935 1839 61096 50635 15046 8465 5516 5042 35589 15362 7802 20227 8238 6982 820 10461 9119 4758 3086 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=0 1 3 0 1 2 2 2 2 2 2 2 2 2 2 2 2 0 0 2 1 0 2 1 2 3 3 2 2 1 split_gain=37.3771 30.7904 26.7037 107.63 71.7736 59.1902 152.105 77.1196 93.5853 73.1765 54.35 50.7991 48.4052 46.7379 44.9264 40.4865 45.5679 45.44 46.3943 207.662 60.7078 47.9841 46.4672 39.7855 39.2622 51.5348 57.5584 38.3494 75.5652 42.1362 threshold=1.0000000180025095e-35 -43.499999999999993 1.1980000138282778 49.500000000000007 -7.4999999999999991 269.47608947753912 1148.2519531250002 3827.414184570313 6643.0878906250009 182.46546936035159 837.96789550781261 418.29415893554693 94341.222656250015 957.19903564453136 478.39485168457037 282.77769470214849 135.51687622070315 60.500000000000007 44.500000000000007 216.45584106445315 1.0000000180025095e-35 26.500000000000004 263.91864013671881 2.5000000000000004 317.97758483886724 1.469500005245209 2.5095000267028813 10983.356445312502 16278.651855468752 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 -3 9 10 -8 -9 -6 11 -7 27 -12 -13 16 -4 18 21 -20 -21 -18 -23 -15 25 -17 -27 29 -29 -5 right_child=1 2 15 12 5 6 7 8 -10 -11 13 14 -14 23 -16 24 17 -19 19 20 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.030288488350344631 0.013180410145863044 0.0092455729543339041 0.002345093464563474 0.0017274901405045127 -0.0019994356737272584 -0.012248031833825194 -0.00027034366010833392 -0.011205625603315705 -0.0020367390400823676 0.0056267653641114386 -0.021633910978849341 0.018094389878901107 -0.026844934627174057 -0.0068358125715079557 -0.0036860181541628397 0.013495990277613541 0.0028849175275667835 -0.0047502861593263449 -0.0019149040850868558 0.0034199085363137284 0.015811706870682646 -0.0016107114735135965 -0.0064376249392589513 -0.024903586652327912 0.00017481179690007322 0.00072927500462992431 0.010523529407597517 0.010177521804885502 -0.0011688040305385409 -0.000786032714907936 leaf_weight=36.678741630166769 159.49942589364946 479.21321484446526 3323.0771548897028 10924.721369057894 4028.4178727269173 681.77507674694061 8066.5326309502125 1528.160547927022 2909.1850777864456 1575.1802132427692 481.95620115101337 94.666160061955452 57.609722942113876 667.57299081981182 855.43964473903179 376.07069146633148 1800.9319404810667 3170.990175768733 4404.315354436636 580.79868893325329 918.50993627309799 12459.797051534057 2097.0374137759209 131.25373736023903 246947.24930678494 4261.1424716413021 618.387251958251 1067.0381164848804 1046.236815944314 13322.393376335502 leaf_count=3888 1723 2360 14205 47630 17214 3068 33777 7003 12124 6518 2188 409 235 2855 3775 1553 7710 13457 18764 2409 3822 52492 8788 715 1054398 17880 2675 4380 4308 59295 internal_value=5.94359e-06 2.56789e-06 -3.82315e-06 -0.000658408 -0.00223449 -0.00249621 -0.00345598 -0.00201777 -0.00519438 0.000144301 -0.00963013 -0.00599961 0.000624231 -0.0142559 -0.00151587 0.000107816 -0.000958708 -0.00139039 -0.000911798 0.00136791 0.0110114 -0.00173456 -0.00230607 -0.0098045 0.000229418 0.00279523 0.00197051 0.000684264 0.0045602 0.000346454 internal_weight=329072 329035 328876 47917.4 21499.4 21020.1 15416.5 12503.9 4437.35 5603.6 2912.66 1631.88 26418 1280.78 950.106 280958 28755.5 25432.4 22261.4 5903.62 1499.31 16357.8 14556.8 798.827 252203 5255.6 4879.53 26360.4 2113.27 24247.1 internal_count=1411618 1407730 1406007 207854 92006 89646 65914 52904 19127 23732 13010 7252 115848 5758 4184 1198153 121647 107442 93985 24995 6231 68990 61280 3570 1076506 22108 20555 115613 8688 106925 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=0 1 1 0 2 0 2 2 2 2 0 0 2 2 2 2 0 2 0 1 1 0 2 0 1 0 2 0 2 0 split_gain=36.2623 29.256 25.5096 56.4929 58.9134 55.9176 40.5813 41.7432 51.1044 32.8966 65.2846 45.115 45.5508 51.2968 92.42 51.0647 45.4749 40.6974 46.2582 89.9589 48.2799 46.762 40.8212 43.3084 39.5137 36.5492 78.3856 109.599 77.514 56.3855 threshold=1.0000000180025095e-35 -43.499999999999993 1.0000000180025095e-35 2.5000000000000004 94341.222656250015 1.5000000000000002 23051.732421875004 13908.505371093752 13080.345703125002 94341.222656250015 54.500000000000007 15.500000000000002 593.91436767578136 13381.118652343752 2966.459106445313 3673.1176757812505 6.5000000000000009 14858.619628906252 39.500000000000007 -9.4999999999999982 -20.499999999999996 28.500000000000004 35406.285156250007 82.500000000000014 -4.4999999999999991 27.500000000000004 5423.7912597656259 48.500000000000007 2406.084106445313 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 -2 3 4 6 -6 7 8 -3 11 -11 12 -5 14 16 -16 -14 25 19 21 -20 -19 23 -22 -17 -13 28 -28 -27 -30 right_child=1 2 -4 9 5 -7 -8 -9 -10 10 -12 17 13 -15 15 24 -18 18 20 -21 22 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.03027988278773764 0.012908979500468544 0.0041803074004935492 -0.00025753970908617225 0.009228800983131084 0.021131757551234691 0.0057350676781635539 -0.006376291494088397 0.022467608007373106 -0.04241579090179317 -0.0028536915265568747 0.005524607368864981 0.0012909171151649756 0.0093235416623350768 0.0028470742635109542 -0.0065333794578781431 0.0084195985489515651 0.0016053035185232252 -0.017606143662715335 0.029352417910030553 -0.0018791021600869499 -0.00036287792421865598 0.001488447335122165 0.0036877147529026082 -0.010798802797342445 -0.0015971477765574942 -0.00040441472316990235 -0.0047956729402128381 0.0011522022705423866 0.0022900342807322151 -0.0013228912232386193 leaf_weight=35.604685854166746 157.99067590013146 331.17671566456556 171026.30336446688 662.86364289373159 304.54823066294193 700.81543432176113 462.4380971249193 108.5379975438118 22.631320312619209 6371.5639432221651 963.62213855981827 24684.335213169456 770.45478370040655 10420.819658398628 1965.276648119092 385.83739676326513 6345.2871228456497 515.56742633879185 52.318720698356628 8733.6695955097675 3516.8889092952013 148.72724756598473 2192.695808917284 398.43959186971188 4354.9378982484341 45586.147088959813 6712.5034897327423 4769.243403211236 21600.647110968828 4740.976856648922 leaf_count=3888 1723 2733 718430 3252 10992 5112 3780 1132 478 27152 4403 103874 3978 49963 9082 1974 29272 2106 312 35057 14651 609 9371 1688 19423 187284 27341 19729 93248 19581 internal_value=5.75883e-06 2.4826e-06 -3.71813e-06 0.000271338 0.00537229 0.0103991 -9.25143e-05 0.00619251 0.00119979 0.000208182 -0.00175304 0.000305019 0.00146992 0.00125777 5.95218e-05 -0.00246744 0.00244099 7.03903e-05 -0.00136418 -0.00268859 0.00065627 -0.0133311 0.000410471 -0.00142488 -0.000781915 0.000276873 -2.32242e-05 -0.00232507 0.000344216 0.00163978 internal_weight=329043 329007 328849 157823 1930.15 1005.36 924.784 462.346 353.808 155893 7335.19 148558 24905.5 24242.6 13821.8 6706.05 7115.74 123652 15558.3 9397.96 6160.34 664.295 6108.02 3915.33 4740.78 108094 83409.5 11481.7 71927.8 26341.6 internal_count=1411618 1407730 1406007 687577 24227 16104 8123 4343 3211 663350 31555 631795 116944 113692 63729 30479 33250 514851 63794 37772 26022 2715 25710 16339 21397 451057 347183 47070 300113 112829 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=0 1 3 0 1 2 2 2 2 2 2 2 2 2 2 1 2 2 0 0 2 1 0 2 2 3 3 2 2 1 split_gain=35.1809 27.7933 25.3949 100.638 67.6316 56.1032 143.21 71.631 89.1095 68.8445 51.6151 47.9888 45.3916 44.4701 42.2028 38.3566 37.5912 42.8343 42.749 43.7406 195.108 56.738 44.6103 43.7539 37.1586 48.4836 53.9149 36.1245 71.1917 38.5653 threshold=1.0000000180025095e-35 -43.499999999999993 1.1980000138282778 49.500000000000007 -7.4999999999999991 269.47608947753912 1148.2519531250002 3827.414184570313 6643.0878906250009 182.46546936035159 837.96789550781261 418.29415893554693 94341.222656250015 957.19903564453136 478.39485168457037 2.5000000000000004 282.77769470214849 135.51687622070315 60.500000000000007 44.500000000000007 216.45584106445315 1.0000000180025095e-35 26.500000000000004 263.91864013671881 317.97758483886724 1.469500005245209 2.5095000267028813 10983.356445312502 16278.651855468752 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 -3 9 10 -8 -9 -6 11 -7 27 -12 -13 -15 17 -4 19 22 -21 -22 -19 -24 25 -18 -27 29 -29 -5 right_child=1 2 16 12 5 6 7 8 -10 -11 13 14 -14 15 -16 -17 24 18 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.03027153413325313 0.012641113271616534 0.0089997787735211845 0.0022806383744464948 0.0016503029771214894 -0.0019298042098569326 -0.011900784253582711 -0.0002773136386618046 -0.010902089702823109 -0.0019457807235974832 0.0054670362300683201 -0.021095041284396234 0.017520868070381047 -0.026009495142759222 -0.0066274466900881511 -0.0035681367087499936 -0.024464497221187445 0.013095026380357149 0.0027784304402647744 -0.004601096875338365 -0.0018480229331145738 0.0033307668439986255 0.015306196704148952 -0.0015523918279853023 -0.0062371263536466605 0.00016932485976268671 0.00071755373302070805 0.010199681644712221 0.0098763723045143231 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50.7629 34.5613 34.0087 67.0808 threshold=1.0000000180025095e-35 -43.499999999999993 80.000000000000014 1.1980000138282778 49.500000000000007 -7.4999999999999991 269.47608947753912 1148.2519531250002 3827.414184570313 6643.0878906250009 182.46546936035159 837.96789550781261 418.29415893554693 999.28067016601574 94341.222656250015 478.39485168457037 282.77769470214849 135.51687622070315 60.500000000000007 44.500000000000007 216.45584106445315 1.0000000180025095e-35 26.500000000000004 263.91864013671881 317.97758483886724 1.469500005245209 2.5095000267028813 3.5000000000000004 10983.356445312502 16278.651855468752 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 10 11 -9 -10 -7 12 -8 -13 28 -14 17 -5 19 22 -21 -22 -19 -24 25 -18 -27 -15 -6 -30 right_child=1 2 -4 16 14 6 7 8 9 -11 -12 13 15 27 -16 -17 24 18 -20 20 21 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.030263441053605022 0.012376822217731825 0.0087636346632813441 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3167.0954371839762 4402.366136148572 580.31694911420345 922.9719051271677 12457.33208373189 2095.3058840483427 246851.9334835168 4261.4447332322598 617.63224926590919 75.168134585022926 1064.6977542489767 1046.3643869310617 leaf_count=3888 1723 2360 344 14205 106925 17214 3068 33777 7003 12124 6518 3114 409 2212 235 3775 1553 7710 13457 18764 2409 3822 52492 8788 1054054 17880 2675 432 4380 4308 internal_value=5.43617e-06 2.35005e-06 -3.48713e-06 -1.73289e-07 -0.000623198 -0.00210338 -0.00234951 -0.00325772 -0.00190288 -0.00487995 0.000145551 -0.00909683 -0.00565008 -0.0135119 0.000580523 -0.00141801 0.000106012 -0.000894898 -0.001301 -0.000850707 0.00129592 0.0103417 -0.00162591 -0.00216058 0.000220153 0.00263706 0.00186096 -0.00757069 0.000636937 0.0042889 internal_weight=328968 328935 328780 328725 47867.8 21468.5 20993.1 15390.8 12492.2 4426.59 5602.31 2898.56 1627.79 1270.77 26399.2 949.368 280857 28749.6 25426.2 22259.1 5905.65 1503.29 16353.5 14552.6 252107 5255.48 4879.08 588.098 26341.7 2111.06 internal_count=1411618 1407730 1406007 1405663 207854 92006 89646 65914 52904 19127 23732 13010 7252 5758 115848 4184 1197809 121647 107442 93985 24995 6231 68990 61280 1076162 22108 20555 2644 115613 8688 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=0 1 0 1 3 0 1 2 2 2 2 2 2 0 2 2 2 2 2 2 2 1 2 2 0 0 2 1 0 2 split_gain=33.115 25.451 23.4592 22.7542 21.6348 89.7959 63.8745 49.7969 127.784 64.8996 69.8482 60.9411 50.1085 46.8519 46.5168 45.2346 45.0161 42.8193 40.8761 38.0813 37.2557 36.1789 34.4015 37.1411 36.832 38.9609 174.447 48.3995 39.4538 38.6029 threshold=1.0000000180025095e-35 -18.499999999999996 9.5000000000000018 80.000000000000014 1.1980000138282778 49.500000000000007 -7.4999999999999991 269.47608947753912 1148.2519531250002 2855.797973632813 2320.079467773438 182.46546936035159 1499.682556152344 47.500000000000007 837.96789550781261 13381.118652343752 3827.414184570313 418.29415893554693 957.19903564453136 94341.222656250015 478.39485168457037 2.5000000000000004 282.77769470214849 135.51687622070315 60.500000000000007 44.500000000000007 216.45584106445315 1.0000000180025095e-35 26.500000000000004 263.91864013671881 decision_type=2 2 2 2 2 2 2 2 2 2 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 11 14 10 12 -8 13 -10 17 16 -11 -9 -16 -7 -19 -20 23 -6 25 28 -27 -28 -25 -30 right_child=1 3 -4 -5 22 19 7 8 9 15 -12 -13 -14 -15 18 -17 -18 20 21 -21 -22 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=0.030255586802478765 0.010618968172398973 0.009439238277691591 0.0018829208173424246 -0.019405557308081536 0.0020885615367275214 0.00062336173556696889 -0.0018165009841409571 -0.011252819837209785 6.2889007277007299e-05 -0.0020117518042357834 0.004893527780098916 0.0051425633418570368 -0.0035268836100532919 0.024414063350113594 -0.020122812402026839 0.0016733990342806221 -0.007138850739383259 0.016418362886183101 -0.0061885870405550512 -0.02390961464774851 -0.0033616116859340015 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2.27174e-06 0.00364068 -1.68689e-05 -1.36407e-05 -0.000604067 -0.00204669 -0.00228049 -0.00316257 -0.00184659 0.00075321 0.000141193 -0.00221964 0.00938517 -0.00884513 -0.00364579 -0.00468288 -0.00548753 -0.0131569 0.000570131 -0.00137607 -0.00898536 8.71683e-05 -0.000896855 -0.0012871 -0.000855989 0.00123721 0.0101129 -0.00161009 -0.00212883 internal_weight=328946 328913 1721.26 327192 327138 47709.4 21407.7 20980.7 15379 12487.2 5107.29 5601.69 2972.76 300.968 2891.8 7379.9 6175.79 1625.79 1266.01 26301.6 949.011 791.828 279428 28691.7 25374.8 22214.4 5883.43 1488.69 16331 14532.4 internal_count=1411618 1407730 10702 1397028 1396684 207066 91748 89646 65914 52904 20916 23732 12237 1280 13010 31988 27089 7252 5758 115318 4184 3570 1189618 121354 107186 93754 24872 6144 68882 61185 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=0 1 2 3 1 2 0 0 2 1 1 1 0 2 0 2 0 2 0 0 0 2 0 3 1 2 2 1 2 0 split_gain=31.9445 26.2967 25.0553 40.8853 59.439 52.6574 39.8759 30.8843 68.7809 58.2863 42.606 30.6277 29.2293 183.77 45.6155 35.629 141.106 351.324 106.522 64.9357 57.3675 56.8675 178.139 100.161 55.3298 76.3255 158.294 45.3284 44.6958 247.657 threshold=1.0000000180025095e-35 -20.499999999999996 554.91479492187511 4.4095001220703134 1.0000000180025095e-35 87.134357452392592 69.500000000000014 23.500000000000004 441.73387145996099 1.0000000180025095e-35 5.5000000000000009 -1.4999999999999998 80.500000000000014 56351.945312500007 97.500000000000014 89168.484375000015 2.5000000000000004 99998.222656250015 2.5000000000000004 58.500000000000007 64.500000000000014 35406.285156250007 6.5000000000000009 1.8174999952316286 1.0000000180025095e-35 58553.552734375007 50250.322265625007 -7.4999999999999991 68839.980468750015 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 6 -5 -6 7 9 -9 -3 -11 -10 15 -14 -15 18 17 -17 24 -18 -21 -20 28 -24 -4 26 -26 -25 29 -23 right_child=1 2 12 4 5 -7 -8 8 11 10 -12 -13 13 14 -16 16 19 -19 21 20 -22 22 23 27 25 -27 -28 -29 -30 -31 leaf_value=0.030247958284788646 0.004079965034623571 0.00030638042080001845 0.0001841829966389739 0.0083054552326328867 -0.032376810073887791 -0.00013174287535813218 -0.0036573755971567403 -0.00054412119178762111 -0.0016034387673419172 -0.0064463147998780005 0.012724989323879096 0.004739925535541205 -0.0035642261855569368 0.0059787174061291977 -0.013195922965102769 -0.014970608386595759 -0.0028574779816143607 0.0086413824453615232 0.00020975417234978699 0.023111120111359372 0.0020583995045973733 -0.0091953593042973618 0.0057917705050057437 -0.011346697487605816 -0.0070779390459994795 0.0017365901460893989 -0.033156578023702941 -0.00059570468905028576 0.012433073374520888 0.0086499206387529084 leaf_weight=31.423242875374854 1414.7582008577883 3055.5312260687351 860.04934587143362 1131.1829727366567 47.733493208885193 1010.3753302246332 3728.6187611967325 56230.265505060554 862.12369956076145 2670.4437179416418 108.57186070084572 3335.1398878246546 8564.8712521120906 2757.8897573798895 116.37238208949566 700.01794001832604 13890.379094831645 2987.5840108413249 202716.24945306778 147.92066664993763 548.25021721422672 864.16538421809673 2392.5196645706892 363.53348998725414 889.68514610826969 417.29849026352167 273.98709377646446 12125.536594673991 943.55524831265211 3682.4517437666655 leaf_count=3865 9059 12604 7567 5285 216 4324 15697 237441 3628 11392 552 14131 35951 11735 658 3125 57416 24426 854128 622 2313 4142 9756 1515 5106 1858 1211 49001 5272 17485 internal_value=1.58917e-06 -1.30113e-06 -1.89359e-05 -0.000512434 0.00352462 -0.00158639 -0.000638712 -0.000468849 -0.000267595 -0.0025532 -0.00569732 0.00343699 0.00012062 -0.00136148 0.00520238 0.00019016 -0.00108389 0.00415912 0.000293393 -0.00240936 0.00653163 0.000361594 0.00187253 0.000168583 -0.00593954 -0.00927085 -0.0132182 -0.000908646 0.00649122 0.00525811 internal_weight=328868 328837 327422 72180 2189.29 1058.11 69990.7 66262.1 60427.5 5834.55 2779.02 4197.26 255242 11439.1 2874.26 243803 18274.2 3687.6 225529 14586.5 696.171 223088 20371.8 14881.6 2441.02 1580.97 1163.67 12489.1 5490.17 4546.62 internal_count=1411481 1407616 1398557 305270 9825 4540 295445 279748 255200 24548 11944 17759 1093287 48344 12393 1044943 87902 27551 957041 60351 2935 941299 87171 60272 15742 8175 6317 50516 26899 21627 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=0 1 2 3 1 2 0 0 2 1 1 1 1 2 0 0 2 0 1 2 3 0 2 2 2 0 1 2 2 1 split_gain=30.9927 24.7972 23.579 38.5209 56.1254 50.1459 37.5372 29.086 64.687 54.9415 40.0391 29.0919 28.7971 28.6648 91.1935 227.264 83.4594 115.754 61.1681 51.3252 51.0556 154.593 188.7 189.575 157.313 86.503 158.423 91.0221 108.547 78.737 threshold=1.0000000180025095e-35 -20.499999999999996 554.91479492187511 4.4095001220703134 1.0000000180025095e-35 87.134357452392592 69.500000000000014 23.500000000000004 441.73387145996099 1.0000000180025095e-35 5.5000000000000009 9.5000000000000018 -1.4999999999999998 3645.8532714843755 45.500000000000007 37.500000000000007 1750.7693481445315 49.500000000000007 -6.4999999999999991 1148.2519531250002 1.8989999890327456 49.500000000000007 4591.9587402343759 8871.7465820312518 10727.411621093752 51.500000000000007 1.5000000000000002 3673.1176757812505 4881.8349609375009 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 6 -5 -6 7 9 11 -3 -11 -9 -10 14 15 -4 17 19 -17 -16 21 22 -15 29 25 26 -23 -27 -29 -24 right_child=1 2 13 4 5 -7 -8 8 12 10 -12 -13 -14 20 16 18 -18 -19 -20 -21 -22 24 23 -25 -26 27 -28 28 -30 -31 leaf_value=0.030240569948244592 0.0039662148669628852 0.00029720374567803945 0.00015373796152682844 0.0080805051820979114 -0.031762051262285179 -0.0001277942700989063 -0.0035489712408907806 -0.00043705691237479644 -0.0015548362758614877 -0.0062629623345842374 0.012270684957736391 -0.0056583504817505695 0.0045948846980646838 0.00087940154319940389 -0.011557294399235314 0.014389922074658324 0.00046537646189886837 -0.0011642727468893835 0.0042405864282227586 -0.0023558557685287372 0.00022418365806134053 0.004604454070249453 -0.0083042615523558176 -0.0022490479115489302 0.0045727381930287178 -0.0050572422250066886 -0.011156897298488533 0.0058272394330558912 -0.0030481069718280686 -0.026116563579756624 leaf_weight=30.501883557066321 1411.7200651261955 3055.3841340988874 38111.895780555904 1127.8447533622384 47.205690503120422 1010.3425444364548 3727.2565759271383 55250.721701607108 862.39632841944695 2666.2292524129152 109.20399256050587 977.40474212169647 3337.1718719750643 9696.1035249978304 1645.2728338837624 556.97152599692345 20146.716199085116 8997.283785328269 13205.967894688249 816.26327410340309 122302.9478602726 4264.7067915201187 5031.7198253273964 11797.139248013496 7186.4545654058456 5390.6354157328606 663.20519241690636 2072.8018693029881 3087.507955417037 233.72216674685478 leaf_count=3865 9059 12604 164299 5285 216 4324 15697 231743 3628 11392 552 5698 14131 41092 7463 2849 82718 37891 54309 3440 529186 20033 21219 47940 29464 25839 3274 8485 12653 1133 internal_value=1.55063e-06 -1.25464e-06 -1.83631e-05 -0.00049713 0.00342505 -0.00153985 -0.000619605 -0.000454818 -0.000259569 -0.00247828 -0.00553373 -0.000527818 0.00333202 0.000117029 0.000573041 0.00134699 -0.000697263 -0.0027414 0.00465132 -0.00850603 -0.000104648 -0.000918365 -0.00246254 -0.00436165 0.000904687 -0.000798299 0.00248327 -0.00233098 0.000516957 -0.00909491 internal_weight=328821 328790 327378 72171.2 2185.39 1057.55 69985.8 66258.5 60427.7 5830.82 2775.43 56228.1 4199.57 255207 83480.4 51874.8 31605.5 11458.8 13762.9 2461.54 171727 49424 26758.7 17062.6 22665.3 15478.9 4927.91 10550.9 5160.31 5265.44 internal_count=1411481 1407616 1398557 305270 9825 4540 295445 279748 255200 24548 11944 237441 17759 1093287 352969 221457 131512 48794 57158 10903 740318 211132 111384 70292 99748 70284 23307 46977 21138 22352 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 2 0 2 0 2 2 0 2 1 0 2 2 2 2 2 2 0 1 2 0 1 2 0 1 split_gain=30.0695 24.0426 85.9914 133.85 36.4916 312.409 125.346 207.696 82.4988 125.266 124.221 70.6199 123.245 119.515 67.5376 64.1775 55.9635 55.1185 53.0154 51.6679 51.1251 48.8747 79.0326 42.3166 41.7967 42.5277 41.7205 39.3165 38.8523 37.2591 threshold=1.0000000180025095e-35 6.5000000000000009 32150.583984375004 11977.758300781252 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 65292.480468750007 52584.906250000007 4.5000000000000009 39331.130859375007 1.0000000180025095e-35 3.5000000000000004 47761.341796875007 47761.341796875007 58553.552734375007 58553.552734375007 42648.800781250007 42648.800781250007 5.5000000000000009 2.5000000000000004 89168.484375000015 2.5000000000000004 3.5000000000000004 50250.322265625007 1.5000000000000002 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 -2 5 14 24 28 9 10 -7 12 13 -11 -4 -10 20 21 27 -13 -15 22 -14 -24 -6 -26 -9 -16 -8 -12 right_child=1 -3 4 -5 6 8 7 26 15 11 29 19 17 16 18 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.030233404108267043 0.0011543270105376156 -7.4527983501186578e-05 -0.0022703149476105636 -0.0069193380147302497 -0.0010996619529625134 -0.011611965809270455 0.017595872350936483 -0.0016698509143621536 0.020167376344183044 -0.031449562071040951 0.0052653199678442527 0.0174421776223674 0.00061951496908755179 0.0051368822198280747 -0.011956297892323459 -0.019334948270105165 0.00823345417070445 -0.035764766064073111 0.00048647184983958264 -0.0015433377468770479 -0.015033869002417944 0.016341407441431942 0.010457838479630789 0.030814089023730951 -0.014543337211057075 0.0062128131269997408 0.020800682381859323 -0.032464681329290153 0.0072901847536811911 0.03297473626987954 leaf_weight=29.607327025383711 5382.6644163653255 303925.68091674894 249.40912858396769 2814.3392233066261 536.37247926369309 724.49206957221031 376.28514718264341 5076.6835608929396 491.70781327784061 123.17515908926725 430.64342128485441 797.84054339677095 987.967374779284 188.81691487133503 121.90101855248213 40.028503507375717 408.20205898582935 25.031009748578072 81.407738044857979 153.89267278462648 281.99168328940868 620.1659293025732 963.92065427452326 101.59613415598869 701.50659714266658 101.72568863630295 75.469924136996269 271.52553490549326 2633.0566820129752 48.602810442447662 leaf_count=3865 26559 1276513 2268 15000 2590 3446 11915 21892 3066 545 2296 4126 4441 896 717 181 1975 114 441 726 1324 2987 4469 418 3150 463 303 1211 13376 208 internal_value=1.49776e-06 -1.22505e-06 0.00089673 -0.00161767 0.00213732 0.00376238 0.000920839 0.00231686 0.00587945 0.00485216 -0.00377377 0.00708389 0.00520958 -0.00377414 -0.0149109 0.0171937 0.000104 0.00854578 -0.0215504 0.0143723 -0.00694443 0.00896062 0.00673157 0.0123988 -0.00758438 -0.0119147 -0.0013407 -0.0261103 0.0085788 0.00807547 internal_weight=328766 328736 24810.4 8197 16613.4 7112.32 9501.1 8161.5 6388.07 5856.34 1203.74 4652.6 3700.87 1002.19 724.243 531.736 879.011 2698.68 474.834 951.733 470.809 2673.65 2053.48 1065.52 1339.6 803.232 5152.15 393.427 3009.34 479.246 internal_count=1411481 1407616 131103 41559 89544 35855 53689 47486 31218 27971 5950 22021 17169 4740 4637 3247 4195 12429 2369 4852 2220 12315 9328 4887 6203 3613 22195 1928 25291 2504 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=0 1 1 1 1 0 2 2 0 0 0 2 0 2 2 0 2 2 2 2 2 2 0 2 2 2 0 2 0 2 split_gain=29.174 23.4728 22.209 25.2402 32.2843 80.3156 77.7873 26.4031 74.7893 85.1261 47.9708 75.3355 42.9438 29.8724 42.9245 29.8313 47.0483 28.7687 28.1662 28.1126 20.9136 20.7132 20.2693 79.4749 125.66 36.1838 296.222 115.782 191.348 76.8398 threshold=1.0000000180025095e-35 -40.499999999999993 82.500000000000014 29.500000000000004 10.500000000000002 23.500000000000004 4881.8349609375009 5922.5739746093759 48.500000000000007 28.500000000000004 41.500000000000007 3673.1176757812505 26.500000000000004 3645.8532714843755 210.83787536621097 77.500000000000014 94341.222656250015 8654.3632812500018 2534.145385742188 418.29415893554693 202.77236938476565 498.67184448242193 6.5000000000000009 32150.583984375004 11977.758300781252 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 72077.554687500015 decision_type=2 2 2 2 2 2 2 2 2 2 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 21 10 9 -9 11 12 19 14 -12 -10 -17 -11 20 -7 -14 -6 23 24 -3 26 -25 -27 -29 -28 right_child=1 2 -4 -5 5 7 -8 8 15 17 13 -13 18 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 25 -26 27 29 28 -30 -31 leaf_value=0.03022645305844391 0.010356387829692943 0.0011128899627360536 -0.020942460103431794 0.0040894439633161507 0.019241679572232072 0.024874216437734523 0.011579099290262193 0.0019950609032914411 0.0068041397621374624 -0.029920392976608236 -0.012979625503508596 0.01448584660911423 0.021696741736908717 -0.011334610291225764 -0.00013795893580268486 -0.01601635657869456 0.012812418260703095 -0.014543695151876779 0.011285079163271913 -0.019541604632525352 -0.0046402270333603746 -0.014055431425911293 -5.1295856201050173e-05 -0.014562962924032676 -0.0067152880465664536 -0.0073511037930430213 0.0047408770176550095 0.0082216869578666824 -0.0013323974742472844 0.01673642404255609 leaf_weight=28.738805934786797 196.80324677191675 5375.1899487935007 45.59968102350831 1349.801578566432 18.721979752182961 13.99110224843025 615.98525293171406 283.26010325551033 365.3579219430685 134.61512304842472 296.31193748116493 342.10181891918182 29.098766848444939 503.66148771345615 1118.7304184436798 160.92182557284832 74.552534833550453 587.07731157541275 179.26273928582668 153.92115516960621 402.22930870950222 165.01012872159481 296947.90864963084 720.86249757744372 2810.4699961524457 1338.0464035496116 5831.0931082740426 2979.9788748808205 5142.1917623057961 523.77560038864613 leaf_count=3865 2035 26486 304 5571 100 77 2470 1141 1486 631 1853 1380 175 2516 5239 657 304 2526 760 740 2150 782 1244653 4622 14944 6187 27828 24706 22085 3208 internal_value=1.47544e-06 -1.16713e-06 -7.37212e-06 -4.46577e-06 -2.13588e-05 -0.00231213 0.00646917 -0.00382395 -0.00693563 -0.0119417 -0.00217993 0.00275181 -0.00240454 -0.00506027 -0.00282702 0.00143761 -0.006889 -0.0174119 0.0012904 -0.0158407 -0.00286345 -0.0106625 1.74163e-05 0.000842765 -0.00157484 0.00203953 0.0036622 0.000825868 0.00217294 0.00572956 internal_weight=328735 328707 328510 328464 327114 5444.81 799.717 4645.09 1605.78 1004.95 3039.31 1120.6 778.503 1918.7 1415.04 600.832 235.474 721.692 610.591 167.912 431.328 183.732 321670 24721.6 8185.66 16535.9 7075.73 9460.22 8122.17 6354.87 internal_count=1411481 1407616 1405581 1405277 1399706 24987 3352 21635 6745 4298 14890 5282 3902 9608 7092 2447 961 3157 3085 817 2325 882 1374719 130066 41430 88636 35658 52978 46791 31036 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 0 1 2 2 0 0 2 1 1 2 0 0 1 0 2 0 2 0 1 2 0 2 2 0 0 split_gain=28.3054 22.796 22.103 37.9916 36.7874 27.9549 39.6581 56.4212 32.7796 29.903 28.1214 61.1254 50.8361 37.3284 29.3674 42.0834 45.3401 29.9908 27.9967 38.0917 53.4845 103.787 87.2772 46.6367 38.2961 33.0089 28.446 46.4814 56.3833 43.009 threshold=1.0000000180025095e-35 -18.499999999999996 554.91479492187511 88.500000000000014 69.500000000000014 18.500000000000004 1.0000000180025095e-35 87.134357452392592 174.82500457763675 13.500000000000002 23.500000000000004 441.73387145996099 1.0000000180025095e-35 5.5000000000000009 87.134357452392592 47.500000000000007 59.500000000000007 9.5000000000000018 48.500000000000007 177.51823425292972 60.500000000000007 277.04620361328131 66.500000000000014 2.5000000000000004 418.29415893554693 67.500000000000014 317.97758483886724 216.45584106445315 54.500000000000007 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 -2 3 4 5 6 8 -8 -3 -9 12 14 -7 -14 15 -12 -17 18 -16 -20 26 25 23 24 -23 -22 27 28 -21 -29 right_child=1 2 -4 -5 -6 10 7 9 -10 -11 11 -13 13 -15 17 16 -18 -19 19 20 21 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.030219711971942915 0.0034385312067039308 0.029090939028042932 0.00011192755871887576 0.025467058463804468 -0.0033213035825322306 0.00023920238629942953 -0.035679496956301751 -0.0062441526980030167 0.0059967250155187161 0.0050113355980722337 0.0077841691141278934 0.0032417349352531471 -0.0060810771156525186 0.011757983525087317 -0.0010413616572851575 -0.0030157292647175656 0.014225848858802188 -0.0059578103175620695 -0.0013501721247374371 0.0059504724414833274 -0.0062969481047616483 0.0077348906163204412 -0.0024188549379083632 0.026596449543662033 -0.026240564058337822 0.019807014165005073 -0.0038402587820567076 0.00041110904256882455 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-0.000510766 0.00295312 -0.000745462 -0.000646589 -0.00055258 0.000417902 0.0015077 -0.000907166 0.00317513 0.00865714 0.00684854 -0.00575787 0.00331858 0.0038871 0.00198831 0.00766769 internal_weight=328703 328675 326950 72105.9 72055.2 68119.3 1919.41 915.333 1004.07 874.33 66199.9 60377.4 5822.47 2771.94 56178.6 2119.71 1200.57 54058.9 53118.7 17792.1 11007.4 4717.09 2561.43 1293.66 1175.18 2155.67 6290.35 5827.56 3879.22 1948.33 internal_count=1411481 1407616 1396814 305002 304780 288182 8694 3919 4775 3728 279488 254965 24523 11944 237220 9018 5119 228202 222671 74748 46110 19811 10719 5415 4863 9092 26299 24345 16303 8042 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=1 2 0 0 1 3 2 2 1 0 2 0 0 1 1 2 2 2 0 2 0 0 2 3 2 0 2 0 2 2 split_gain=32.9618 29.7793 27.1427 26.1902 37.9066 20.9974 63.6375 38.2951 22.1344 44.6716 46.1846 111.599 52.5242 45.5929 36.8337 36.7619 32.0283 26.7305 81.0096 35.3029 65.6338 79.5649 86.4045 64.5076 36.8148 36.6508 46.19 31.5516 36.9995 31.4757 threshold=1.5000000000000002 1681.4685058593752 1.0000000180025095e-35 92.500000000000014 29.500000000000004 1.0205000042915346 2450.0637207031255 4784.4965820312509 6.5000000000000009 22.500000000000004 7781.1735839843759 46.500000000000007 56.500000000000007 9.5000000000000018 21.500000000000004 37956.898437500007 4232.3850097656259 99998.222656250015 58.500000000000007 20329.439453125004 11.500000000000002 5.5000000000000009 39331.130859375007 8.545499801635744 31044.129882812504 7.5000000000000009 26225.782226562504 7.5000000000000009 6496.4731445312509 1750.7693481445315 decision_type=2 2 2 2 2 2 2 2 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 6 -3 -8 17 13 12 14 -11 15 -12 -10 -14 19 -19 23 21 22 -21 -7 25 26 -23 -25 29 -29 right_child=1 3 -4 -5 -6 8 7 -9 9 10 11 -13 16 -15 -16 -17 -18 18 -20 20 -22 24 -24 27 -26 -27 -28 28 -30 -31 leaf_value=0.030213163252609095 -0.0015658739533902556 0.00697257534716921 0.00017077999714008171 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280.57008954882622 4781.9859019517899 112.51465053856373 422.52428679168224 645.95907451212406 675.4433299601078 461.83874084055424 184.1095689535141 13.022531136870382 483.25480397045612 398.95767879486084 leaf_count=3864 89254 996 1138006 1813 4762 93768 1508 764 2000 14423 5214 3721 3080 3136 861 886 933 6461 1193 1159 19222 453 1785 2764 2740 1851 741 57 1946 1712 internal_value=2.75928e-05 -0.000589684 0.000173841 -0.000153497 -8.26355e-05 -0.000231479 -0.00533569 -0.0118618 -0.000143183 -0.0015509 -0.00260844 -0.00598579 -0.000743206 0.00315323 -0.0112151 -0.00234514 -0.00700941 0.000200143 -0.00326283 0.000409792 0.00230061 0.00667146 -0.00159526 -0.000128009 0.0107249 0.00618864 -0.00204018 -0.00606799 -0.00971417 -0.0163196 internal_weight=328612 62943.4 265668 43504.5 43105 41931.2 713.019 465.957 41218.2 8081.63 6598.27 2347.56 4250.71 1483.36 1432.18 708.763 938.187 33136.6 1891.57 31245 6918.99 2137 703.094 24326 1433.91 758.463 296.624 1541.19 895.235 411.98 internal_count=1411073 269203 1141870 179949 178136 173374 3268 2272 170106 34254 28232 9796 18436 6022 6075 2886 4013 135852 7654 128198 27951 8729 2944 100247 5785 3045 1194 6479 3715 1769 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=1 2 0 0 1 2 3 3 2 0 2 0 1 3 2 0 0 2 1 3 2 1 0 2 1 1 2 0 0 0 split_gain=31.0253 28.0359 26.3439 24.6736 35.6709 20.934 97.6584 93.9677 62.8775 43.6561 39.5386 41.2378 28.3929 63.3649 93.8222 112.565 95.8533 30.5547 29.7319 27.2564 27.1119 30.1614 24.2489 23.9604 46.4098 31.6429 35.7175 27.6587 25.1028 23.055 threshold=1.5000000000000002 1681.4685058593752 1.0000000180025095e-35 92.500000000000014 29.500000000000004 3501.286010742188 1.9854999780654909 1.0619999766349795 6054.8757324218759 52.500000000000007 3309.9538574218755 59.500000000000007 5.5000000000000009 2.0774999856948857 4784.4965820312509 46.500000000000007 40.500000000000007 13080.345703125002 7.5000000000000009 5.4584999084472665 2363.3640136718755 2.5000000000000004 38.500000000000007 4316.3833007812509 10.500000000000002 8.5000000000000018 28052.395507812504 28.500000000000004 7.5000000000000009 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=2 -2 -1 4 5 6 9 8 -7 20 -11 -12 -9 14 16 18 -14 -17 -16 -8 -3 -22 -23 24 -15 26 28 -28 -25 -27 right_child=1 3 -4 -5 -6 7 19 12 -10 10 11 -13 13 23 15 17 -18 -19 -20 -21 21 22 -24 25 -26 29 27 -29 -30 -31 leaf_value=0.030206820061746558 -0.0015196957342348181 0.0014802181832900803 0.00016565839439500153 -0.0075748946622391077 0.0050782392243320564 -0.014391146825704835 -0.0025464115724055793 0.00022485240408380461 -0.00010032027862663655 -0.0015650060292184962 0.027469823885557125 0.00070964401462313489 0.012813490363790423 0.002792449160626367 -0.0070091885000429996 -0.0067196411304701852 -0.0053939154029341825 0.0068598465863225176 -0.017389961902092365 -0.010354790294170788 0.0024800151332824765 0.0014387986086547028 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59.8275 41.6546 36.6662 38.8771 27.1279 63.6787 62.2007 68.5413 56.7003 36.617 37.1784 30.2044 28.8398 26.8961 26.5861 26.7761 25.9472 34.655 threshold=1.5000000000000002 1681.4685058593752 1.0000000180025095e-35 91.500000000000014 29.500000000000004 89168.484375000015 9.5000000000000018 92.500000000000014 71.500000000000014 3501.286010742188 1.8989999890327456 1.0619999766349795 6054.8757324218759 52.500000000000007 3309.9538574218755 59.500000000000007 1.8989999890327456 7.5000000000000009 4685.5603027343759 47.500000000000007 40.500000000000007 52.500000000000007 11977.758300781252 5083.1333007812509 7113.1401367187509 5.4584999084472665 2363.3640136718755 2.5000000000000004 4591.9587402343759 18122.241210937504 decision_type=2 2 2 2 2 2 2 2 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 9 6 -5 8 -7 10 13 12 -11 26 -15 -16 17 21 20 24 -19 28 23 -23 -20 -12 -3 -28 -13 -30 right_child=1 3 -4 5 -6 7 -8 -9 -10 11 25 16 -14 14 15 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.030200665148457404 -0.0014748581139803864 0.0014738818301353786 0.0001606903881775605 -0.0066813723830695549 0.0049863078636843755 -0.0018966659443222257 -0.028953331994799311 -0.03087712139612225 0.049351838035915731 -0.014055342661606719 -0.0023322392495990696 0.00084440080684055588 -9.7312276302110727e-05 -0.0014783358138363235 0.026628039126473456 0.00012991785352043723 0.00031679700034641301 0.01344796320835509 -0.027546612632123799 0.00073082534004258442 -0.0056772821531762083 0.0021802789129248407 0.006292802854290863 -0.0062301290381813297 -0.012960535945248548 -0.009946465611745902 0.0026263680205967175 0.0085941013392970313 -0.0060277114111182122 0.00095599997659520837 leaf_weight=25.502952535171062 19419.127528190613 1855.8642874658108 265635.78390740231 163.20392877608538 1162.2149170488119 231.08051869273186 67.029660373926163 19.756681837141514 16.134540654718876 718.72965206205845 1277.9537102133036 1725.1574302315712 449.04286095499992 2442.4721883237362 89.152680575847626 112.98398940265179 22133.76255877316 211.40167450904846 150.1616390645504 319.95588175952435 410.26067121326923 1166.750452414155 1189.0628813356161 573.06500394642353 650.5052699893713 620.12528474628925 1159.4459560215473 1625.0577838867903 1996.6367452889681 940.82714152336121 leaf_count=3864 89254 7489 1138006 712 4714 954 300 188 68 3759 5320 7586 1881 9877 358 457 89759 875 751 1338 2045 5348 4775 2331 2929 2695 4644 6563 8433 3800 internal_value=2.595e-05 -0.000555341 0.000163574 -0.000144644 -6.9929e-05 -0.00660331 -0.0131656 -0.00094408 0.00144808 -0.000210452 0.00102097 -0.000556955 -0.00868807 0.0025428 -0.00046213 0.011817 -0.000255207 -0.00161163 -0.00678405 -0.0110059 0.000826423 -0.000424539 0.00220429 -0.000589963 -0.0156961 -0.0048199 0.00425535 0.00610918 -0.00207587 -0.00379093 internal_weight=328558 62896.9 265661 43477.8 42980.6 497.205 230.234 266.972 247.215 41818.4 9183.06 32635.3 1167.77 7284.98 2644.61 202.137 31467.5 9333.78 1742.29 1120.62 621.662 7591.5 2928.88 1739.82 800.667 1898.08 4640.37 2784.5 4662.62 2937.46 internal_count=1411073 269203 1141870 179949 177727 2222 1012 1210 1022 173013 37403 135610 5640 29388 10692 815 129970 40211 7938 5018 2920 32273 12454 7679 3680 8015 18696 11207 19819 12233 is_linear=0 shrinkage=0.03 Tree=158 num_leaves=31 num_cat=0 split_feature=1 2 0 0 1 1 1 0 0 2 2 0 0 2 2 0 2 2 0 0 2 2 2 0 2 1 2 3 3 2 split_gain=27.4914 24.8437 24.8158 22.0804 31.6131 19.5901 26.3313 33.5446 31.4154 30.2625 43.0802 26.0663 23.5697 50.6108 49.2626 38.1736 34.1487 31.4182 27.4197 36.0951 30.6584 26.7328 25.8758 22.2011 47.11 21.0297 18.5307 86.688 84.3596 61.5148 threshold=1.5000000000000002 1681.4685058593752 1.0000000180025095e-35 92.500000000000014 29.500000000000004 42.500000000000007 10.500000000000002 70.500000000000014 65.500000000000014 87.134357452392592 308.83364868164068 67.500000000000014 49.500000000000007 207.81653594970706 525.24191284179699 53.500000000000007 65.889682769775405 174.82500457763675 62.500000000000007 53.500000000000007 303.00918579101568 87.134357452392592 418.29415893554693 46.500000000000007 803.05700683593761 27.500000000000004 3501.286010742188 1.9854999780654909 1.1054999828338625 6054.8757324218759 decision_type=2 2 2 2 2 2 2 2 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 5 -1 4 26 6 8 -8 12 -10 -11 -12 21 15 18 17 -17 -14 19 22 -20 -2 -15 -23 -25 -9 27 -3 29 -28 right_child=1 3 -4 -5 -6 -7 7 25 9 10 11 -13 13 14 -16 16 -18 -19 20 -21 -22 23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.030194694917452098 0.01109227459458708 0.0023942407611808481 0.0001558713244050162 -0.0071789278957654131 0.0047813664428689616 0.02070255297136727 -0.0068236494883275444 0.017548443673802226 0.031327245475230643 -0.015473118589269228 0.0095735019136447917 -0.0044018954089398181 -0.002266412482021907 -0.009942647204297177 -0.0015420906390906173 0.031181461441198793 -0.0077021836150880929 0.0088250165327348716 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20.8626 30.0665 19.478 25.0761 20.4283 41.4021 18.337 24.89 31.5729 29.6316 28.3133 40.8907 24.5131 22.1811 47.582 46.2197 36.0138 32.0033 29.5012 25.6734 33.7733 28.7974 25.0929 24.33 20.9689 44.9545 21.3292 threshold=1.5000000000000002 1.0000000180025095e-35 1681.4685058593752 91.500000000000014 29.500000000000004 89168.484375000015 9.5000000000000018 92.500000000000014 71.500000000000014 42.500000000000007 10.500000000000002 70.500000000000014 65.500000000000014 87.134357452392592 308.83364868164068 67.500000000000014 49.500000000000007 207.81653594970706 525.24191284179699 53.500000000000007 65.889682769775405 174.82500457763675 62.500000000000007 53.500000000000007 303.00918579101568 87.134357452392592 418.29415893554693 46.500000000000007 269.47608947753912 308.83364868164068 decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -5 8 -7 10 12 -12 16 -14 -15 -16 25 19 22 21 -21 -18 23 26 -24 -2 -19 -27 -29 -30 right_child=2 -3 3 5 -6 7 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19360.7 1345.29 18015.4 1856.63 1835.89 1528.03 16158.8 4029.65 2133.59 1896.06 897.266 998.794 1346.46 1026.69 319.775 12129.2 180.614 11976.6 1235.56 494.623 internal_count=1411073 1141870 269203 179949 177727 2222 1012 1210 1022 89254 89094 7623 81471 8411 8321 6892 73060 18053 9393 8660 4141 4519 5943 4499 1444 55007 807 54334 6053 2611 is_linear=0 shrinkage=0.03 Tree=160 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 0 0 2 2 2 2 0 1 1 2 2 0 1 1 2 0 0 1 2 1 2 2 0 1 split_gain=23.445 22.2589 20.003 19.6824 30.3649 23.5876 36.8617 20.5134 20.8926 23.4908 68.96 20.8861 35.4008 95.6485 43.8886 40.3555 31.5613 40.1163 55.4412 35.1775 32.5474 102.784 61.0294 42.8538 35.5989 35.0633 64.0501 80.8987 48.6164 34.4635 threshold=1.0000000180025095e-35 -52.499999999999993 82.500000000000014 -1.4999999999999998 21.500000000000004 84498.644531250015 55.500000000000007 19.500000000000004 517.14669799804699 8322.3417968750018 3141.066528320313 9759.5722656250018 27.500000000000004 -8.4999999999999982 -22.499999999999996 28988.621093750004 1192.975524902344 54.500000000000007 -25.499999999999996 -3.4999999999999996 3645.8532714843755 38.500000000000007 33.500000000000007 -7.4999999999999991 1750.7693481445315 -4.4999999999999991 4591.9587402343759 7957.9211425781259 44.500000000000007 -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 5 7 -7 8 -3 10 -10 16 13 -13 -14 -16 -9 20 -19 -20 22 29 -18 24 -24 26 -23 28 -28 -22 right_child=1 2 -4 -5 -6 6 -8 11 9 -11 -12 12 14 -15 15 -17 17 18 19 -21 21 25 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030183290498427946 0.016428192554652124 0.0094276332753758883 -0.019394263187635666 -7.4738153612836401e-05 0.004923652930189178 -0.0038847496915231793 0.0071897054245326133 -0.00041642939346810755 0.0025083001349410885 0.0028712266743403997 -0.0051807147435587687 -0.017039698350275811 0.023413651682845121 -0.00049193082124670672 -0.0019959086645285019 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25040 7270 1835 395 4454 17308 7247 4789 216 5602 9705 12175 2766 379 19799 4589 10848 665 451 478 13413 internal_value=3.48048e-05 3.26748e-05 2.8956e-05 3.17776e-05 0.000538129 0.000428962 -0.00246636 0.000560607 0.00175117 0.00151713 -2.01382e-05 0.000269526 -0.00117241 -0.00522588 -0.000119393 -0.000402675 0.000574056 0.00138546 -0.00146191 -0.0010568 0.00203813 0.000895216 0.00365974 0.00494541 0.010764 -0.00312744 -0.00796637 -0.0176874 -0.0263791 0.00337567 internal_weight=328585 328562 328488 328440 57082.6 55696.2 2422.27 53273.9 10466.1 10156.4 4756.51 42807.8 7464.36 1539.24 5925.12 5854.64 35343.5 19428 3622.82 3580.16 15805.2 9270.97 6534.22 5460.47 942.545 3536.19 975.811 375.362 270.148 5734.79 internal_count=1411414 1407568 1406543 1406212 255434 243319 10272 233047 48940 47382 22342 184107 31239 6289 24950 24555 152868 85875 15523 15307 70352 40796 29556 24767 4968 15208 4360 1594 1143 25588 is_linear=0 shrinkage=0.03 Tree=161 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 0 0 2 2 2 2 0 1 2 2 0 2 1 2 1 1 0 1 2 0 1 3 2 1 split_gain=22.7494 21.2171 19.4621 18.6173 28.6815 22.2331 33.8386 19.636 19.6746 22.8224 64.822 19.5058 35.608 90.0053 43.1284 29.8185 42.1052 45.042 38.7731 36.7053 34.0235 28.256 32.9557 26.6536 25.0592 29.8088 28.2876 22.4826 22.1681 24.5725 threshold=1.0000000180025095e-35 -52.499999999999993 94.500000000000014 -1.4999999999999998 21.500000000000004 79088.097656250015 78.500000000000014 19.500000000000004 517.14669799804699 8322.3417968750018 3141.066528320313 9759.5722656250018 27.500000000000004 -8.4999999999999982 28988.621093750004 837.96789550781261 42.500000000000007 3645.8532714843755 -25.499999999999996 6643.0878906250009 -2.4999999999999996 -8.4999999999999982 46.500000000000007 -11.499999999999998 210.83787536621097 38.500000000000007 -9.4999999999999982 3.4465000629425053 7269.3449707031259 -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 5 7 -7 8 -3 10 -10 15 13 -13 -14 24 28 18 -18 20 -19 22 -20 -16 25 -9 -27 -26 29 -17 right_child=1 2 -4 -5 -6 6 -8 11 9 -11 -12 12 14 -15 23 16 17 19 21 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.030177842610271562 0.016139746602040039 0.0091833434258393881 -0.033535550815400432 -7.3874201646986765e-05 0.0047914525791508226 -0.0034216541634610876 0.0080560989803689573 0.0084699595214053677 0.0024353986488224073 0.0028404216039535995 -0.0050159335984877084 -0.016737435128742935 -0.0017124857906638152 -0.00052990387989168975 0.018541878893415249 0.0048559583546252368 -0.018728755129685845 -0.0063060109370226738 0.018584007287120712 0.0031341211060731803 -0.00051039499392507262 0.0012914847813011597 0.0033034784724853342 0.002999531787981468 -0.0019003331691977679 0.008995506925266605 -0.00016139073820582091 0.0023733918010056631 -0.0013202698991757996 0.0017409452219067523 leaf_weight=22.530947081744671 73.57772608101368 308.3692752122879 15.547915007919071 271388.49781640992 1381.9942604750395 2346.3565085157752 256.44080558419228 469.25189526379108 3189.3628718852997 5320.6181682124734 1566.9957378953695 436.50918251276016 4199.6803649961948 1050.5085519254208 106.03081770241261 4110.5495593845844 82.298568814992905 1967.8450005948544 188.7388132661581 902.03162121772766 1698.4961872398853 5025.4981208741665 388.49846509099007 1565.1844139695168 8558.4583059698343 327.94898162782192 4094.1561794131994 1272.5595829933882 1131.5572581887245 5115.4911714494228 leaf_count=3846 1025 1558 179 1150930 12115 9773 1256 2013 15072 24731 7270 1816 17556 4260 507 19645 449 8593 1015 3774 7246 21700 1976 6652 35879 1608 16962 5428 4947 21633 internal_value=3.37792e-05 3.1712e-05 2.81037e-05 2.96925e-05 0.000522264 0.0004163 -0.00229081 0.000549052 0.00171897 0.00149055 -1.94637e-05 0.000264451 -0.00114078 -0.00528757 -9.04567e-05 0.000557081 0.00129365 -6.91629e-05 0.00171326 -0.00228727 -0.00362109 0.00201353 0.00829974 0.00398562 -0.000474094 0.0012806 0.000517697 -0.00134713 0.00264274 0.0031288 internal_weight=328562 328539 328465 328450 57061.4 55679.4 2602.8 53076.6 10385.3 10077 4756.36 42691.3 7357.91 1487.02 5870.9 35333.4 20611 10253.4 5685.03 4568.37 3666.34 5602.74 577.237 1671.22 14722.4 4891.36 4422.11 9831.02 10357.6 9226.04 internal_count=1411414 1407568 1406543 1406364 255434 243319 11029 232290 48631 47073 22342 183659 30791 6076 24715 152868 90978 44753 25140 19613 15839 24691 2991 7159 61890 20583 18570 41307 46225 41278 is_linear=0 shrinkage=0.03 Tree=162 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 0 1 0 2 2 2 2 0 1 1 2 2 0 1 1 2 0 0 1 2 1 2 1 2 split_gain=22.0746 20.2205 18.7629 17.5266 27.0891 20.9399 33.0641 18.5735 18.2026 18.7063 20.8681 60.9349 18.4881 31.2209 84.2723 41.2861 35.7263 28.2133 36.3163 49.3349 33.063 29.6434 94.0534 57.8613 41.0595 58.6871 39.6873 33.6227 28.0823 79.4006 threshold=1.0000000180025095e-35 -52.499999999999993 94.500000000000014 -1.4999999999999998 21.500000000000004 84498.644531250015 55.500000000000007 -5.4999999999999991 19.500000000000004 517.14669799804699 8322.3417968750018 3141.066528320313 9759.5722656250018 27.500000000000004 -8.4999999999999982 -22.499999999999996 28988.621093750004 1192.975524902344 54.500000000000007 -25.499999999999996 -4.4999999999999991 3645.8532714843755 34.500000000000007 33.500000000000007 -3.4999999999999996 8322.3417968750018 -7.4999999999999991 1750.7693481445315 -4.4999999999999991 4316.3833007812509 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 -3 11 -11 17 14 -14 -15 -17 -10 21 -20 -21 23 24 -19 25 -23 27 -25 29 -24 right_child=1 2 -4 -5 -6 6 7 -9 12 10 -12 -13 13 15 -16 16 -18 18 19 20 -22 22 28 26 -26 -27 -28 -29 -30 -31 leaf_value=0.03017255527841714 0.015853636489620088 0.0089447138283285568 -0.033320078122414588 -7.1658100175457065e-05 0.0046624258759818977 -0.0036642751740779632 0.027425693653368301 0.0042160112364502469 -0.00039565152620221983 0.0023645558449281183 0.0027075916066888919 -0.0048567351298911422 -0.015969327090593542 0.022880168753475472 -0.00045743144762390073 -0.0018835710276094385 0.0032810411938397643 -0.0028852418472420493 -0.033094532347807723 -0.0060434118184619912 0.00063851360462587503 0.0084385947621044236 -0.00018772216280234274 -0.0090011753815587847 0.0012832687780696772 -0.0094060260641602618 0.0035691033131800835 0.012031908042453169 -0.00073314393700276792 -0.015361686520888001 leaf_weight=21.868830741383135 72.672261944040656 307.11743327975273 15.18450442701578 271387.93270048872 1377.6982682291418 2112.7466456070542 35.00143426656723 273.56451159715652 15916.199834182858 3186.4151866212487 5390.0196134448051 1569.7663379982114 441.98006203770638 69.458032533526421 1098.9497576802969 4156.9733823388815 1697.8087692260742 1073.5479981452227 43.665661305189133 885.22298160195351 2697.0234940797091 1934.5603803023696 820.2236095815897 74.307529002428055 2606.0077220499516 181.42678797245026 4510.5147108882666 860.68800323456526 3221.1291055828333 499.28381326794624 leaf_count=3846 1025 1558 179 1150930 12115 8761 173 1338 66993 15072 25040 7270 1835 395 4454 17308 7247 4789 216 4045 11262 9313 3855 379 11004 859 19799 4589 13627 2138 internal_value=3.27804e-05 3.07741e-05 2.72731e-05 2.88148e-05 0.000506839 0.000403987 -0.00232452 0.00684875 0.000528072 0.00165034 0.00142955 -1.8814e-05 0.000253902 -0.00110258 -0.00490666 -0.000113122 -0.000385902 0.000540575 0.00130838 -0.00139903 -0.00101268 0.00193042 0.000839643 0.00348024 0.00380404 0.00690858 0.00473516 0.0103603 -0.00224316 -0.00592935 internal_weight=328539 328517 328444 328429 57041.3 55663.6 2421.31 308.566 53242.3 10453.3 10146.2 4756.18 42789 7465.17 1540.93 5924.24 5854.78 35323.8 19407.6 3625.91 3582.25 15781.7 9262.63 6519.06 4721.99 2115.99 5445.51 934.996 4540.64 1319.51 internal_count=1411414 1407568 1406543 1406364 255434 243319 10272 1511 233047 48940 47382 22342 184107 31239 6289 24950 24555 152868 85875 15523 15307 70352 40796 29556 21176 10172 24767 4968 19620 5993 is_linear=0 shrinkage=0.03 Tree=163 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 0 0 2 2 2 2 2 0 1 2 2 0 2 2 1 1 2 0 2 2 0 1 1 0 split_gain=21.4198 19.2673 18.0908 16.5012 25.5822 19.7718 30.4337 17.4281 17.6113 20.2812 57.2832 17.4812 17.2565 31.5456 79.3658 38.3601 26.6205 36.0069 52.4446 34.8007 31.1687 29.3438 63.8198 94.4654 51.1486 36.1767 33.8263 24.9495 23.7574 28.3314 threshold=1.0000000180025095e-35 -52.499999999999993 94.500000000000014 -1.4999999999999998 21.500000000000004 79088.097656250015 78.500000000000014 19.500000000000004 517.14669799804699 8322.3417968750018 3141.066528320313 303.00918579101568 9759.5722656250018 27.500000000000004 -8.4999999999999982 28988.621093750004 2127.8171386718755 42.500000000000007 3645.8532714843755 6643.0878906250009 -2.4999999999999996 -3.4999999999999996 5311.5163574218759 33.500000000000007 7957.9211425781259 8322.3417968750018 38.500000000000007 -11.499999999999998 -25.499999999999996 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 -7 8 11 10 -10 -3 16 14 -14 -15 -9 21 28 20 -20 22 -18 25 26 -24 -25 -17 29 -19 right_child=1 2 -4 -5 -6 6 -8 12 9 -11 -12 -13 13 15 -16 27 17 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.030167427280148578 0.015569894994217138 0.00029501332833283483 -0.033109258798111191 -6.9508523726875371e-05 0.004536514680640048 -0.003230639555220273 0.0076837345215050607 -0.00025994086796160337 0.0022957167669052109 0.0026789957218864811 -0.0047029062127026617 0.014822531394774296 -0.015701513581138804 -0.0016116048227909341 -0.00050025814956758754 0.017917608792151731 0.0072460735633581783 0.0086722690806433095 -0.0060323534862715697 0.0031095000643550294 -0.00048841545372302732 0.0011075729556719466 0.0062453466388055134 -0.0080589218284036618 0.0012235990369403964 -0.0086281482840981725 -0.033074265957909112 0.0028141102839804736 0.0030478046998166633 -0.035841971867770168 leaf_weight=21.226062540896237 71.790213324129581 128.67193047702312 14.828145060688255 271387.3833322078 1373.5226433370262 2346.8499620631337 254.90692222118378 18516.090541757643 3183.5482997000217 5310.9586875885725 1572.4375534206629 177.22137981653214 437.98323963582516 4201.449363425374 1050.5608979612589 105.04822920262814 2707.0337162390351 22.125415414571762 1972.4499839097261 902.09858766198158 1698.7259882539511 4725.9588335305452 857.41322135925293 77.522652730345726 114.2563506513834 177.67836678028107 130.62515850365162 1563.5719881206751 3381.3952548950911 30.755017653107643 leaf_count=3846 1025 616 179 1150930 12115 9773 1256 78544 15072 24731 7270 942 1816 17556 4260 507 13146 130 8593 3774 7246 19962 4098 331 480 840 535 6652 15039 150 internal_value=3.18148e-05 2.98675e-05 2.64706e-05 2.79667e-05 0.000491895 0.000392063 -0.0021613 0.000517299 0.00162023 0.00140475 -1.81878e-05 0.00871163 0.0002492 -0.0010724 -0.00497301 -8.32697e-05 0.000524589 0.00138936 -6.59046e-05 -0.00216981 -0.00346706 0.00271501 0.00458402 -0.000724473 -0.0149045 0.00369224 -0.0237575 0.00376495 0.00273577 -0.017217 internal_weight=328516 328495 328423 328408 57020.9 55647.3 2601.76 53045.6 10372.8 10066.9 4755.99 305.893 42672.7 7358.61 1488.54 5870.07 35314.1 16798 8007.55 4573.27 3671.18 8790.49 4064.53 1357.5 322.404 1035.09 208.148 1668.62 3434.28 52.8804 internal_count=1411414 1407568 1406543 1406364 255434 243319 11029 232290 48631 47073 22342 1558 183659 30791 6076 24715 152868 74324 34932 19613 15839 39392 19430 6284 1346 4938 866 7159 15319 280 is_linear=0 shrinkage=0.03 Tree=164 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 0 1 0 1 0 2 2 2 2 2 0 1 1 2 2 0 2 1 2 1 1 0 2 0 split_gain=20.7845 18.3558 17.5103 15.4558 24.1571 18.6073 28.6829 16.5967 16.6975 18.4792 16.4118 16.6714 19.1073 53.8523 16.6457 16.2385 29.6639 74.526 37.753 33.6954 25.2841 36.5025 37.595 33.318 32.7212 29.2487 25.9104 30.8881 23.5755 28.1131 threshold=1.0000000180025095e-35 -52.499999999999993 82.500000000000014 -1.4999999999999998 21.500000000000004 79088.097656250015 78.500000000000014 -23.499999999999996 5.5000000000000009 -2.4999999999999996 19.500000000000004 517.14669799804699 8322.3417968750018 3141.066528320313 303.00918579101568 9759.5722656250018 27.500000000000004 -8.4999999999999982 -22.499999999999996 28988.621093750004 837.96789550781261 42.500000000000007 3645.8532714843755 -25.499999999999996 6643.0878906250009 -2.4999999999999996 -8.4999999999999982 51.500000000000007 210.83787536621097 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 -2 3 4 5 10 7 -7 9 -9 11 14 13 -13 -3 20 17 -17 -18 -20 28 -22 23 -23 25 -24 27 -25 29 -12 right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 15 12 -14 -15 -16 16 18 -19 19 -21 21 22 24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.030162453137524244 0.015288557780856037 0.00028619569563258224 -0.018432311917550619 -6.6045343309925337e-05 0.004413661537873116 0.013090554254422552 0.0074784557468430884 -0.0055229893112483368 -0.0043337396618116988 0.012507369879120274 0.0082513949703537162 0.0022288273997471473 0.0026009543579201704 -0.0045542433987442654 0.014484582016822522 -0.015208157067475699 0.022167158808480067 -0.00048523846445262418 -0.001777760658705646 0.0032968505783467651 0.0024467021714998319 -0.017233754501039627 -0.0058421286546233332 0.013310965150738567 0.0030177837977318767 -0.00047372034179460202 0.0011427939754248984 -0.0010605401349406914 -0.0012865681159690496 0.00052194275606131442 leaf_weight=20.602083262056112 70.931086782366037 128.65702529996634 46.249332405626774 271355.08026466891 1369.4642455335706 55.410104468464851 254.05987632274628 91.24357345700264 2084.1653486639261 116.44873751699924 468.36219829320908 3180.7602254599333 5306.276453755796 1575.0133464634418 175.93528631329536 438.61584717035294 67.852641955018044 1050.5872328877449 4159.1426008194685 1642.7634114921093 10329.88582123816 83.722743518650532 1975.5267735421658 356.11705841124058 901.63683119416237 1698.8760469257832 5018.6626882702112 216.3736152946949 9834.5422102510929 4421.4708764851093 leaf_count=3846 1025 616 331 1150778 12115 286 1256 433 8543 511 2013 15072 24731 7270 942 1816 392 4260 17308 7015 46225 449 8593 1929 3774 7246 21700 1062 41307 18570 internal_value=3.08746e-05 2.89847e-05 2.56888e-05 2.82886e-05 0.000477364 0.000380466 -0.00209677 -0.00313315 -0.00352539 0.00458626 0.000501983 0.00157263 0.00136332 -1.75846e-05 0.00848731 0.000241833 -0.00104012 -0.00482159 -8.07383e-05 -0.000340925 0.000509043 0.00118811 -8.01782e-05 0.00155126 -0.00210338 -0.00336002 0.00183255 0.00787924 -0.000440115 0.00126229 internal_weight=328494 328474 328403 328357 57001.6 55632.1 2601.33 2347.27 2291.86 207.692 53030.8 10366.6 10062.1 4755.77 304.592 42664.1 7358.96 1489.2 5869.76 5801.91 35305.2 20580.8 10250.9 5674.88 4576.04 3674.4 5591.15 572.491 14724.4 4889.83 internal_count=1411414 1407568 1406543 1406212 255434 243319 11029 9773 9487 944 232290 48631 47073 22342 1558 183659 30791 6076 24715 24323 152868 90978 44753 25140 19613 15839 24691 2991 61890 20583 is_linear=0 shrinkage=0.03 Tree=165 num_leaves=31 num_cat=0 split_feature=1 0 0 0 2 0 2 2 2 2 0 2 0 1 2 0 2 0 2 2 0 2 2 0 2 0 2 2 1 0 split_gain=21.0528 24.6247 20.4306 19.3497 154.906 41.8529 31.213 43.4183 33.9232 30.8679 129.496 264.03 104.905 92.7385 77.1685 75.2957 74.868 158.163 70.4621 61.8526 139.445 97.6275 57.3852 55.4385 45.3171 42.2401 40.0416 88.1883 37.0198 32.5219 threshold=-20.499999999999996 2.5000000000000004 1.0000000180025095e-35 80.500000000000014 52584.906250000007 97.500000000000014 269.47608947753912 539.92453002929699 432.48675537109381 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 1.0000000180025095e-35 50250.322265625007 60.500000000000007 52584.906250000007 4.5000000000000009 56351.945312500007 72077.554687500015 3.5000000000000004 65292.480468750007 89168.484375000015 64.500000000000014 58553.552734375007 5.5000000000000009 2808.646850585938 6496.4731445312509 1.0000000180025095e-35 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 -2 9 6 -6 -5 8 -8 12 11 22 13 -4 26 -12 29 19 -16 20 21 -18 -11 -17 -22 -19 -15 -28 -26 -14 right_child=2 -3 3 4 5 -7 7 -9 -10 10 15 -13 16 14 18 23 17 25 -20 -21 24 -23 -24 -25 28 -27 27 -29 -30 -31 leaf_value=0.023906074863001482 0.030157619506288303 0.0029056305316980985 0.0014686782611729586 -0.02249171725201992 0.0054200192132341767 -0.013409746833092599 0.001241227013974721 -0.0034052328078514244 0.025078859342094539 -0.00019793057562344474 -0.0027708154059583349 0.0083830176361963799 -0.002629108321439397 -0.036671080680063577 -0.032557945680362056 0.024433630144456958 -0.011260328642365763 -0.031042582245815124 -0.0026754435918764979 0.019340318384540391 0.018314891690552306 0.0084886211266588588 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130.848 198.595 186.682 141.769 92.6446 137.169 103.418 117.466 81.973 77.7501 71.1741 68.5496 67.7772 67.5978 65.9557 57.6266 threshold=1.0000000180025095e-35 -20.499999999999996 2.5000000000000004 94.500000000000014 554.91479492187511 88.500000000000014 3645.8532714843755 1.9854999780654909 44.500000000000007 27.500000000000004 2363.3640136718755 1192.975524902344 49.500000000000007 1.9854999780654909 49.500000000000007 4784.4965820312509 10240.441894531252 11465.855468750002 51.500000000000007 1.5000000000000002 3673.1176757812505 6054.8757324218759 4316.3833007812509 7.5000000000000009 2.5095000267028813 60.500000000000007 4.5000000000000009 4591.9587402343759 44.500000000000007 9078.9726562500018 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 12 -10 14 15 28 23 18 19 27 -20 -22 24 -17 -15 -23 -26 -16 -8 -24 right_child=1 3 -4 -5 6 -7 13 9 11 -11 -12 -13 -14 22 17 16 -18 -19 20 -21 21 25 29 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030152947615029919 0.023664576471357942 -0.00041941299047802954 0.0028227793675354926 -0.0040772980556056789 0.0037811259402017422 0.024578597660067421 0.00264639705357189 0.0012786810542282472 -0.0078348364224961747 -0.0025842974828598556 -0.0032491778941469746 0.00085195748478463114 0.00098233716462137318 0.0014074471377121282 0.0064459266706645866 -0.0073015210777366635 -0.0018203033915711471 0.0043180217036743263 -0.0052252969317105238 -0.01016420700975631 0.0045197364934035965 -0.0013589107109903365 0.0016310942306605723 -0.020825983041493589 0.0049124908363782941 -0.012401607424527958 -0.0048262225479761278 -0.0029919753434838694 -0.002249155575754501 5.4894113250140765e-05 leaf_weight=19.671443466562778 51.108087357133627 71987.082303382456 1335.4954700022936 1019.6034639328718 15756.03664778173 49.490137323737144 7205.0440538674593 25212.963551960886 2388.3743017017841 10864.360207423568 4689.2942039892077 21618.982288897038 2684.5560020059347 3275.9911685883999 3481.4359539300203 6297.8069847673178 11454.987352177501 7128.9529871791601 5452.8589311242104 652.11194837093353 3112.6590707600117 2186.7749127745628 28374.586801830679 407.30565463006496 710.95352119207382 658.22643415629864 6745.4914776980877 849.70423991978168 3774.230492323637 78991.47659801133 leaf_count=3898 1181 304776 7868 4618 65629 217 29884 109830 10587 45609 20356 88924 11263 13679 16773 26267 46489 29267 26123 3280 12767 8939 117679 1980 3898 2660 28762 3552 16597 348180 internal_value=9.75953e-06 7.95403e-06 0.00359098 -7.23789e-06 5.49125e-06 -0.000402239 0.000121138 0.000611009 0.0014587 -0.000271638 0.000568619 8.77821e-05 -0.00316886 -0.000117584 -0.000878139 -0.0022217 -0.00414743 0.000786238 -0.000749585 0.00266304 -0.00223996 0.000492425 0.00022156 -0.00812307 -0.00227832 -0.00391378 -0.00389766 0.00459435 0.000963504 0.000471451 internal_weight=328438 328418 1386.6 327031 326012 72036.6 253975 83214.6 42447.9 40766.6 29902.3 26691.9 5072.93 170761 52662.1 29139.4 18160.1 23522.7 16393.8 4983.25 11410.5 5957.66 118098 6705.11 10732.4 2845 7456.44 4331.14 10979.3 107366 internal_count=1411532 1407634 9049 1398585 1393967 304993 1088974 352198 176403 175795 130186 110774 21850 736776 224578 121217 74736 103361 74094 23605 50489 24366 512198 28247 46339 11599 32660 20325 46481 465859 is_linear=0 shrinkage=0.03 Tree=167 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 2 0 1 1 0 2 0 0 0 2 0 2 2 2 1 2 0 0 2 2 2 0 0 3 1 split_gain=19.2713 18.7329 22.9553 17.7172 16.5437 37.7108 19.9158 16.1679 22.9188 55.0807 24.2004 95.0762 74.4241 34.4891 71.6416 78.2801 38.9176 37.1966 28.191 42.6902 28.1549 22.7777 22.5228 42.1314 20.9856 20.929 20.1199 18.4778 19.9767 18.1966 threshold=1.0000000180025095e-35 -20.499999999999996 2.5000000000000004 94.500000000000014 4063.8671875000005 94341.222656250015 98.500000000000014 33.500000000000007 7.5000000000000009 24.500000000000004 5797.4450683593759 46.500000000000007 32.500000000000007 45.500000000000007 2855.797973632813 26.500000000000004 2911.024291992188 202.77236938476565 7781.1735839843759 23.500000000000004 7113.1401367187509 37.500000000000007 77.500000000000014 94341.222656250015 37956.898437500007 3912.1914062500005 88.500000000000014 72.500000000000014 1.1510000228881838 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 -2 7 6 -6 -5 8 -3 29 13 12 18 14 -11 25 17 -15 -12 -20 -14 24 -13 26 -22 -16 -24 28 -18 -10 right_child=1 3 -4 4 5 -7 -8 -9 9 10 11 22 20 16 15 -17 27 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030148404969081905 0.023429451496522792 3.6950064673349396e-05 0.0027421786505237703 0.0072030725434624153 -0.013393532448145702 -0.00039335348978087627 -0.024704724660000382 0.0037433899381373648 0.0023631700199222296 -0.0034743555381303273 0.0090840478736831272 0.0051350014177401525 -0.03222857144884534 -0.0093256607437334146 -0.021925346234570074 0.0096135405736985612 -0.012913357469436769 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1938 679 343 166 109 282 357 2431 873 internal_value=9.46498e-06 7.71257e-06 0.00349107 -7.02703e-06 -0.00395593 -0.00580143 0.00395873 5.32194e-06 -6.61996e-06 -0.00146361 -0.0024994 -0.00495424 -0.0098601 -0.00136697 0.00125284 0.00681276 -0.00357684 -0.00111533 -0.00171057 -0.00565251 -0.015495 -0.013739 0.00209789 -0.00447974 -0.0193041 -0.0155008 -0.0109847 -0.00846954 -0.0072448 0.00360916 internal_weight=328390 328370 1383.63 326987 1019.36 826.616 192.746 325967 324929 9434.6 7834.83 2473.31 1458.62 5361.52 2453.22 1127.32 2908.3 1934.87 596.26 436.764 862.355 780.456 1014.69 320.522 358.158 125.72 236.081 973.429 894.86 1599.77 internal_count=1411532 1407634 9049 1398585 4618 3741 877 1393967 1389697 43309 36568 10491 6307 26077 11683 4726 14394 9604 2417 1778 3890 3484 4184 1304 1546 575 961 4790 4433 6741 is_linear=0 shrinkage=0.03 Tree=168 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 0 2 2 2 2 0 2 0 1 2 0 2 0 2 2 0 2 2 0 2 0 2 2 1 3 split_gain=18.6993 17.6661 22.1736 16.9376 144.75 38.6959 29.6833 39.6145 31.5756 29.2444 122.092 249.057 99.6722 87.5572 73.3919 70.3997 70.3112 149.977 67.6263 59.352 132.359 91.8348 54.0418 52.0591 43.2219 39.3636 38.1859 82.504 34.2057 32.0379 threshold=1.0000000180025095e-35 -20.499999999999996 2.5000000000000004 80.500000000000014 52584.906250000007 97.500000000000014 269.47608947753912 539.92453002929699 432.48675537109381 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 1.0000000180025095e-35 50250.322265625007 60.500000000000007 52584.906250000007 4.5000000000000009 56351.945312500007 72077.554687500015 3.5000000000000004 65292.480468750007 89168.484375000015 64.500000000000014 58553.552734375007 5.5000000000000009 2808.646850585938 6496.4731445312509 1.0000000180025095e-35 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 -2 9 6 -6 -5 8 -8 12 11 22 13 -3 26 -12 -14 19 -16 20 21 -18 -11 -17 -22 -19 -15 -28 -26 -27 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440.89196391403675 15405.493536047637 2952.419452784583 284563.52966213226 38.969648897647858 241.79811224341393 129.83835357427597 434.86691022664309 38.369957849383354 100.05510886013508 475.85672020167112 749.86310170590878 467.1195273399353 690.16738019883633 701.59704321622849 26.400856480002403 1982.6923702806234 107.19672767817974 741.4810848608613 59.347778156399727 4170.6491807997227 leaf_count=3898 1181 6896 7868 324 12170 635 651 35378 358 2127 63575 24437 1201610 181 1112 552 2074 175 524 3026 3915 2455 3086 2955 155 8055 461 4521 250 16927 internal_value=9.17371e-06 7.473e-06 0.00339375 -6.82636e-06 -0.00112811 0.00460312 -0.00307243 -0.00290986 0.00923548 3.47515e-05 -0.00106605 0.00357093 0.000110587 -0.00657298 -0.0115313 -0.00223222 0.00015609 0.00286029 -0.0233421 0.00956269 0.0069919 -0.000977489 -0.00839929 0.0062709 0.0155943 0.000464276 -0.00698264 -0.00564929 -0.00458229 0.000653163 internal_weight=328374 328355 1380.73 326975 11690.9 2961.44 8729.42 8654.68 235.134 315284 20320.4 4083.48 294963 1994.59 1229.5 16236.9 292969 8405.17 341.853 2213.45 1737.6 901.986 1131.06 831.435 835.612 6191.71 887.647 848.678 85.7486 6153.34 internal_count=1411532 1407634 9049 1398585 49516 12805 36711 36387 1009 1349069 96732 29650 1252337 13695 6799 67082 1238642 37032 1636 11875 8849 4529 5213 3507 4320 25157 5163 4982 405 24982 is_linear=0 shrinkage=0.03 Tree=169 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 3 2 1 3 1 2 2 3 0 3 2 0 2 0 3 0 2 2 2 0 1 2 2 2 3 split_gain=18.1443 16.6589 21.4125 16.5188 16.1708 31.9308 43.5902 37.4745 31.2714 60.1827 34.9582 30.9888 64.3597 141.191 84.3043 69.465 102.879 65.9324 63.8636 46.2361 122.118 185.441 177.313 132.053 87.4482 128.486 97.2927 110.744 77.0375 67.3968 threshold=1.0000000180025095e-35 -20.499999999999996 2.5000000000000004 94.500000000000014 554.91479492187511 4.4095001220703134 263.91864013671881 4.5000000000000009 3.2575000524520878 1.0000000180025095e-35 177.51823425292972 3645.8532714843755 1.9854999780654909 44.500000000000007 2.6375000476837163 1192.975524902344 49.500000000000007 2363.3640136718755 80.500000000000014 1.9854999780654909 49.500000000000007 4784.4965820312509 9078.9726562500018 11465.855468750002 51.500000000000007 1.5000000000000002 3673.1176757812505 6054.8757324218759 4316.3833007812509 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 -2 4 5 8 -7 -8 -3 10 -10 12 13 -6 -14 16 -15 18 -16 20 21 -13 -23 24 25 -22 -26 -28 29 -21 right_child=1 3 -4 -5 11 6 7 -9 9 -11 -12 19 14 15 17 -17 -18 -19 -20 28 23 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.030139721911879226 0.022957037264903762 -0.00029614972637603322 0.0025875081382491414 -0.0038221746541088823 0.0036625736848511416 -0.00726132734351893 0.0044965507663061368 0.045550156290940017 0.022720705959096518 -0.0054026090695135677 -0.00010736578632181033 0.00092663760069620004 -0.0036971836537073675 -0.0076134503863142279 0.0012779123940684077 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13936 13935 46481 23106 10587 117503 88924 11263 23684 11502 16987 20325 22819 51917 29267 26123 3280 12767 11599 465859 29352 internal_value=8.91037e-06 7.25974e-06 0.00329896 -6.61326e-06 5.3044e-06 -0.000391424 0.00320625 0.0049463 -0.000502317 -0.0024559 0.00029973 0.000117859 0.000592575 0.00141029 -0.000258794 8.09161e-05 -0.00307953 0.000282553 0.000840137 -0.00011354 -0.000853073 -0.00215128 -0.0040131 0.000755592 -0.000727464 0.00259135 -0.0021753 0.000473972 0.000216113 -0.00220747 internal_weight=328339 328321 1377.91 326943 325925 72031.6 2153.89 1846.88 69877.7 6670.47 3447 253893 83202.9 42440.3 40762.6 26688.1 5070.04 35217.8 29731.7 170691 52627.6 29124.1 18147.1 23503.5 16379.1 4975.05 11404.1 5957.94 118063 10731.1 internal_count=1411532 1407634 9049 1398585 1393967 304993 9744 8328 295249 28132 14196 1088974 352198 176403 175795 110774 21850 152689 129005 736776 224578 121217 74736 103361 74094 23605 50489 24366 512198 46339 is_linear=0 shrinkage=0.03 Tree=170 num_leaves=31 num_cat=0 split_feature=0 0 1 0 2 0 2 2 2 2 0 0 2 2 2 2 2 0 2 1 0 0 1 1 2 0 1 2 0 0 split_gain=20.1094 17.4612 17.165 53.3271 50.8929 50.1857 34.2175 41.3496 35.5249 20.5522 55.1982 30.7989 43.9285 43.8411 46.7019 57.2957 47.6472 116.43 45.5505 43.1396 38.7356 36.6952 82.8294 34.6891 29.9037 34.9486 28.5635 26.6919 41.4186 33.5787 threshold=98.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94341.222656250015 1.5000000000000002 23051.732421875004 13908.505371093752 13080.345703125002 99998.222656250015 55.500000000000007 15.500000000000002 14858.619628906252 593.91436767578136 15542.858398437502 3023.088989257813 16278.651855468752 12.500000000000002 3673.1176757812505 -4.4999999999999991 6.5000000000000009 23.500000000000004 -9.4999999999999982 -23.499999999999996 35406.285156250007 82.500000000000014 -33.499999999999993 52584.906250000007 4.5000000000000009 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 -1 3 4 6 -6 7 8 -3 11 -11 13 -13 -5 15 20 17 -16 -17 -20 -15 22 26 -23 25 -25 -14 28 -18 -30 right_child=-2 2 -4 9 5 -7 -8 -9 -10 10 -12 12 21 14 16 18 27 -19 19 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.030135582733877245 -0.020361929012745063 0.0035277129365699025 -0.00025123693167459371 0.0089893264087038387 0.020444060139370036 0.0055378334833698778 -0.0055602047855093633 0.02190223891535106 -0.033893168732287697 -0.0024857152820681148 0.0055179178374692916 0.00021897739594101779 0.025052797626528598 0.0081885339348526202 -0.00044393311286698549 -0.0058069561237741431 -0.0051231327858569089 0.029532624264547246 0.0076747173436181888 -0.0012875143802236354 0.0011305997958611785 0.020406737503182254 -0.0026217726791277047 -0.0014362907973706474 0.0012321636604192298 -0.010567209310207624 -0.019484622944342455 0.0049663824143205536 0.0030958563722306666 -0.003436618642618362 leaf_weight=17.256483018863946 43.834308877587318 320.42536016926169 170484.13781855255 627.4227869361639 289.40280185826123 683.05009653419256 467.72523670084774 111.13592454977334 24.58390449732542 6098.3657418265939 888.5107723325491 107984.81865320355 13.466959714889525 786.56164468079805 284.41587859392166 1924.7983594983816 823.13802343606949 197.64846803992987 528.3598455041647 5677.7286368906498 6347.4220753610134 69.852930456399918 3353.4364388436079 7320.2618799358606 4227.3725500702858 397.76146636903286 344.25789277255535 2236.5870456174016 4625.4294222220778 836.22345455735922 leaf_count=3853 384 2679 717521 3148 11437 5202 3792 1167 494 26093 4119 451395 74 4105 1296 8872 4489 875 2775 25252 29371 390 13455 29969 17630 1677 1403 11988 21885 3577 internal_value=-4.37678e-05 -4.10524e-05 -4.26402e-05 0.000183167 0.00518361 0.00997394 0.000141383 0.00598772 0.000861259 0.000122223 -0.00146791 0.000196985 3.24116e-06 0.00115973 0.000957307 -5.34026e-05 0.00267091 0.0118466 -0.001775 -0.000524508 0.00190878 -0.0014781 -0.00408559 -0.000672726 -0.000795992 -0.00190687 -0.017808 0.00215183 0.00115021 0.00209568 internal_weight=328035 327992 327974 157490 1896.32 972.453 923.87 456.145 345.009 155594 6986.88 148607 123711 24895.7 24268.3 15264.9 9003.44 482.064 8130.89 6206.09 7133.98 15726.4 3711.16 12015.2 11945.4 7718.02 357.725 8521.38 6284.79 5461.65 internal_count=1410367 1409983 1406130 688609 24771 16639 8132 4340 3173 663838 30212 633626 515993 117633 114485 70375 44110 2171 36899 28027 33476 64598 14932 49666 49276 31646 1477 41939 29951 25462 is_linear=0 shrinkage=0.03 Tree=171 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 2 1 0 1 2 0 2 2 2 0 0 2 1 1 0 2 2 2 0 2 2 2 2 0 split_gain=19.413 17.1377 25.5113 36.3319 25.3992 51.0481 52.0668 24.901 35.5899 21.2052 20.7225 74.3564 18.1625 25.7913 26.0575 19.6439 16.9148 16.9142 16.7814 16.4059 16.2298 16.143 30.7431 19.9598 28.2912 21.1445 15.9101 27.1031 18.8055 26.3907 threshold=80.000000000000014 34.500000000000007 35406.285156250007 74.500000000000014 10.500000000000002 22.500000000000004 4406.9799804687509 18.500000000000004 40.500000000000007 68.500000000000014 6806.8054199218759 44.500000000000007 99998.222656250015 33116.664062500007 12812.083496093752 13.500000000000002 1.0000000180025095e-35 40991.593750000007 -52.499999999999993 15.500000000000002 86.500000000000014 342.58499145507818 3575.3942871093755 44208.716796875007 86.500000000000014 9536.4326171875018 2534.145385742188 245.54866027832034 6054.8757324218759 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 16 6 -6 10 26 20 -7 -12 13 14 15 -8 -1 -15 -18 -16 -4 -10 -23 24 25 -24 27 -9 -28 -30 right_child=-2 2 9 -5 5 7 12 8 21 -11 11 -13 -14 17 19 -17 18 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 29 -31 leaf_value=0.030131557577000263 -0.01918565540856219 0.0049532728287172249 0.024598247010398824 -0.011956925774059785 -0.0099773304217665032 -0.0031856506367183056 -0.021536858705381988 0.027803870941981015 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138.2360615581274 349.23332457244396 142.01655392348766 154.24894279241562 232.26555314660072 leaf_count=3853 339 3105 133 553 754 10726 62 120 716 108 2188 1689 171 218 290 886 1054 585 1374523 78 129 1621 1564 408 169 571 1443 723 620 968 internal_value=-4.24385e-05 -3.96559e-05 0.00392325 0.00239452 -5.15235e-05 -0.00202415 0.00541111 -0.0030949 -0.000481973 0.0192615 -0.00479519 -0.00858702 0.00960299 0.0111173 0.00594103 0.0112035 -1.60832e-05 0.019601 -1.76553e-05 -0.00763389 0.00978891 -0.00412446 -0.00286058 -0.00700836 -0.00942217 -0.00734928 0.00394024 -0.00455896 0.00581608 0.00125704 internal_weight=328005 327958 979.193 890.444 326978 5770.83 726.44 5044.39 1988.52 88.7489 3055.87 910.611 570.919 528.585 328.285 236.575 321208 200.3 321191 91.7103 62.6198 1090.39 973.663 606.489 506.796 466.867 898.133 162.385 735.748 386.514 internal_count=1410367 1410028 4028 3658 1406000 26570 3044 23526 8923 370 14603 3877 2290 2119 1316 948 1379430 803 1375577 368 262 5049 4333 2712 2304 2135 3874 843 3031 1588 is_linear=0 shrinkage=0.03 Tree=172 num_leaves=31 num_cat=0 split_feature=0 0 1 1 3 2 0 2 0 2 0 0 2 2 2 2 2 0 2 1 0 0 1 1 2 0 3 2 2 1 split_gain=19.0557 16.4372 16.027 15.5474 48.5326 41.4835 50.1756 33.5563 20.9294 19.6579 55.4242 28.6821 42.6758 41.5127 43.3128 53.5972 44.8597 111.264 42.8275 41.6966 36.4983 34.9562 83.9662 31.7064 27.9934 35.5295 26.5866 45.7544 76.4802 35.7739 threshold=98.500000000000014 1.0000000180025095e-35 -52.499999999999993 1.0000000180025095e-35 40.666500091552741 94341.222656250015 1.5000000000000002 84498.644531250015 1.5000000000000002 99998.222656250015 55.500000000000007 15.500000000000002 14858.619628906252 593.91436767578136 15542.858398437502 3023.088989257813 16278.651855468752 12.500000000000002 3673.1176757812505 -4.4999999999999991 6.5000000000000009 23.500000000000004 -9.4999999999999982 -23.499999999999996 35406.285156250007 82.500000000000014 1.0205000042915346 3645.8532714843755 3985.294067382813 -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 4 9 7 -7 8 -6 11 -11 13 26 -4 15 20 17 -16 -17 -20 -15 22 -14 -23 25 -25 27 29 -29 -13 right_child=-2 2 3 -5 5 6 -8 -9 -10 10 -12 12 21 14 16 18 -18 -19 19 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.03012765204547619 -0.019937576952517487 0.014352394450897015 0.0087513221727120762 -0.00024159991352898624 -0.0077527058962926403 0.020026215670438115 0.0049493907312497505 -0.015999124822603461 0.0046064749850668052 -0.0024570770420664595 0.0056361308315498434 0.0074299654645768685 -0.017922959350669253 0.0079568749142636119 -0.00052274029227837354 -0.0056229240624637257 0.002070136446592053 0.028900675499808511 0.0076323300108371694 -0.0012477775289201501 0.0010916256436485296 0.019728838965647491 -0.0025425608370601219 -0.0013924422203066722 0.0011723521993008356 -0.010617607433153705 0.00013678259834754597 0.011660281801891853 -0.0052473423755609412 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19.368 16.7151 threshold=80.000000000000014 34.500000000000007 35406.285156250007 74.500000000000014 10.500000000000002 22.500000000000004 4406.9799804687509 18.500000000000004 40.500000000000007 75.500000000000014 6806.8054199218759 44.500000000000007 16.500000000000004 1.0000000180025095e-35 498.67184448242193 342.58499145507818 3575.3942871093755 44208.716796875007 86.500000000000014 8654.3632812500018 12.500000000000002 25.500000000000004 -52.499999999999993 225.0559997558594 56.500000000000007 1383.2932128906252 3985.294067382813 25.500000000000004 466.24169921875006 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 4 3 -3 13 6 14 10 -9 -4 23 20 -8 -1 -6 -10 -17 18 19 -18 -12 -22 -15 29 27 -26 -27 28 -25 -7 right_child=-2 2 9 -5 5 7 12 8 15 -11 11 -13 -14 22 -16 16 17 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 -30 -31 leaf_value=0.030123864310229214 -0.018728078069043752 0.0048117879187350512 0.012274017576295402 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40.545157000422478 293.79849696159363 321087.66605578456 16.038856238126755 139.06879283487797 274.14659485220909 71.114259660243988 1227.22767098248 108.2439426779747 297.56254225969315 leaf_count=3853 339 3105 308 553 63 55 1695 3874 716 62 733 1689 595 1054 691 1621 1498 408 169 637 163 1292 1374523 88 755 1215 289 5924 507 1893 internal_value=-3.99187e-05 -3.72263e-05 0.00381489 0.00233024 -4.87596e-05 -0.00195902 0.00526191 -0.00299916 -0.000461083 0.0187531 -0.00465134 -0.0083406 0.00932552 -1.44825e-05 -0.00971022 -0.00400165 -0.00277084 -0.00680676 -0.00915748 -0.00713881 -0.0158141 -0.0195335 -1.5963e-05 -0.00308677 -0.00205956 -0.006954 -0.0126774 -0.000305573 -0.0122737 -0.00923491 internal_weight=327961 327914 978.847 890.358 326935 5763.03 725.614 5037.41 1986.21 88.4893 3051.2 908.637 570.716 321172 154.899 1088.24 972.523 605.082 505.426 465.766 504.438 334.344 321157 2142.57 1835.84 484.33 345.261 1351.51 124.283 306.726 internal_count=1410367 1410028 4028 3658 1406000 26570 3044 23526 8923 370 14603 3877 2290 1379430 754 5049 4333 2712 2304 2135 2188 1455 1375577 10726 8778 2259 1504 6519 595 1948 is_linear=0 shrinkage=0.03 Tree=174 num_leaves=31 num_cat=0 split_feature=0 0 1 0 2 0 2 2 2 2 0 0 2 2 0 1 2 2 2 0 2 1 0 1 2 2 3 0 2 2 split_gain=18.0704 15.4736 14.9638 47.6225 46.3464 47.687 31.6018 39.788 31.7945 18.2353 48.873 27.4003 54.2838 36.3657 34.5314 64.7427 32.9849 67.9742 45.8475 107.303 45.6572 45.1283 33.9958 31.2623 27.0931 26.4683 32.1575 42.8939 37.7511 36.6003 threshold=98.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94341.222656250015 1.5000000000000002 23051.732421875004 13908.505371093752 13080.345703125002 99998.222656250015 55.500000000000007 16.500000000000004 389.89239501953131 14858.619628906252 23.500000000000004 -9.4999999999999982 15542.858398437502 3023.088989257813 16278.651855468752 12.500000000000002 4232.3850097656259 -4.4999999999999991 6.5000000000000009 -23.499999999999996 1117.6546630859377 35406.285156250007 1.3535000085830691 33.500000000000007 23778.558593750004 18647.261718750004 decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -3 11 -11 12 -5 -13 15 -15 17 22 19 -18 -19 -22 24 -16 -14 26 -25 28 -28 -29 right_child=-2 2 -4 9 5 -7 -8 -9 -10 10 -12 13 16 14 23 -17 18 20 -20 -21 21 -23 -24 25 -26 -27 27 29 -30 -31 leaf_value=0.030120187999172803 -0.019524538128223964 0.0033393433295172436 -0.0002323614552463101 0.011668853676195934 0.020002154116796751 0.0052557014079079294 -0.0053278907722650749 0.021521059381402793 -0.031477262387109087 -0.0023377178612529891 0.0052064642618083268 0.0001900769678842593 0.023165644949691474 -0.016720440404168473 0.019571146957586424 -0.0026955605652758076 -0.00042108655471690423 -0.0051716104103876111 0.0018223245107553264 0.028446510790386768 0.0074787413795021065 -0.0011766592700617399 0.0014263907064457524 0.0023137007501749999 0.0059283863957660492 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0.000764538 0.000115918 -0.00138203 0.000186349 0.00104295 -7.4188e-06 -0.00137516 -0.00410754 0.000875199 0.000106879 0.0023072 0.0113395 -0.00169873 -0.000394373 0.00203633 -0.000631173 0.0079455 -0.000747077 -0.00179177 -0.00270478 0.000256075 -0.00476896 internal_weight=327953 327910 327895 157438 1880.49 956.453 924.036 454.219 344.692 155557 6985.68 148571 27407.9 121164 15288 3271.82 26981.9 17560.2 9421.68 480.009 9071.22 6594.45 8488.99 12016.1 794.242 11947.6 7721.19 6316.47 2594.67 3721.8 internal_count=1410367 1409983 1406130 688609 24771 16639 8132 4340 3173 663838 30212 633626 128593 505033 62825 13159 126449 80586 45863 2177 40909 29648 39677 49666 4190 49276 31646 25791 10417 15374 is_linear=0 shrinkage=0.03 Tree=175 num_leaves=31 num_cat=0 split_feature=0 1 0 1 3 2 0 2 1 2 0 2 2 2 3 2 1 3 1 1 1 0 2 2 2 0 2 1 1 1 split_gain=17.1099 16.4993 15.0148 13.0689 37.1066 47.2491 117.37 71.0703 55.4395 48.8693 60.165 22.3717 22.1928 51.7776 30.7688 68.154 21.9793 20.1802 26.1139 19.5741 19.5313 17.3265 19.1834 20.6128 17.9707 17.9613 19.8545 16.049 15.9531 15.8895 threshold=98.500000000000014 -47.499999999999993 1.0000000180025095e-35 7.5000000000000009 2.3904999494552617 5664.3623046875009 47.500000000000007 9759.5722656250018 29.500000000000004 2267.636352539063 48.500000000000007 9759.5722656250018 5311.5163574218759 1235.1978759765627 8.545499801635744 84498.644531250015 92.500000000000014 2.7749999761581425 11.500000000000002 71.500000000000014 46.500000000000007 48.500000000000007 207.81653594970706 1898.8924560546877 135.51687622070315 41.500000000000007 195.13675689697268 32.500000000000007 57.500000000000007 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 5 9 7 -7 -9 21 -11 20 13 -6 -14 -16 19 29 -19 -17 -8 24 -23 27 -5 26 -26 -24 -13 -15 right_child=-2 2 3 4 12 6 11 8 -10 10 -12 28 14 17 15 16 -18 18 -20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.012451826320996678 -0.019161277361173592 0.030116611803005525 5.3880452210253211e-05 0.013648743457784161 0.0050297737929856524 -0.024411271127001373 -0.0019418986176467322 -0.010945457041622987 0.0088614884392196423 0.0062412580575148752 -0.0025420096621273352 0.0085358301283006491 0.0043360579112875358 -0.0036204480020644767 -0.019679881885123176 0.0079222865245423789 -0.026314424436756131 -0.0024726870519313155 -0.017337735916115111 0.040132501435949389 -0.034251280218377894 -0.00744005644824371 0.0038535773293077382 -0.0055925327341065263 0.037108080442123138 -0.010383082616280521 -0.0039643669527634189 0.027382636883138155 -0.01376198561887769 0.020779003665275176 leaf_weight=96.122287160716951 41.839714024215937 14.918667822144924 317668.6019840464 39.411527946591377 495.45060636103153 303.15679067373276 120.37587580084801 767.16134467720985 152.45715160667896 1406.7381688058376 1400.8691494613886 459.96414758265018 2138.2320356070995 108.59951889514923 155.53099778294563 107.59402431547642 14.218690022826193 178.79459282755852 262.53997688740492 20.16179484128952 19.577664643526077 299.69355896115303 445.37313072383404 237.97629618644714 10.781127184629439 654.17903736233711 605.53336779773235 27.714030295610428 30.81219969689846 30.843307435512543 leaf_count=1342 370 3868 1358727 216 2588 1459 534 3363 615 6036 6272 1862 8610 476 661 437 97 795 1208 83 80 1820 2286 975 65 3649 3271 117 126 126 internal_value=2.20344e-05 2.44794e-05 2.08395e-05 1.94713e-05 -0.00102217 -0.00228741 -0.00639251 -0.0118144 -0.0076618 -0.000803709 0.0018588 0.00411875 0.00149313 -0.00209457 0.00307835 -0.00596108 0.00906767 -0.00817221 -0.0113156 0.0130055 -0.00646156 -0.0040249 -0.00107391 0.00160924 -0.00630196 -0.00692084 -0.00324589 0.00523194 0.00713592 0.00177646 internal_weight=328315 328273 328177 328162 10493.7 6981.77 1853.51 1222.78 919.618 5128.27 2807.61 630.73 3511.97 1076.23 2435.74 297.506 141.975 580.777 441.335 127.756 139.954 2320.66 1010.76 711.063 1309.91 1270.49 616.314 473.087 490.776 139.443 internal_count=1412134 1411764 1410422 1406554 47827 32746 8039 5437 3978 24707 12308 2602 15081 5193 9888 1278 617 2605 2003 520 614 12399 5198 3378 7201 6985 3336 2403 1988 602 is_linear=0 shrinkage=0.03 Tree=176 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 0 2 2 0 2 0 0 1 2 0 0 2 2 2 0 2 2 2 2 0 2 0 2 1 1 split_gain=16.25 15.8218 19.0552 15.9214 14.4271 12.179 121.391 39.711 113.472 237.727 85.7509 82.0253 76.5082 74.4786 110.733 90.3898 74.438 66.3576 64.4089 143.466 108.351 51.9115 50.6381 67.6187 64.7668 99.7626 47.0914 41.3642 37.7221 37.5292 threshold=98.500000000000014 -14.499999999999998 2.5000000000000004 269.47608947753912 1.0000000180025095e-35 65.500000000000014 65292.480468750007 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 60.500000000000007 1.0000000180025095e-35 35406.285156250007 6.5000000000000009 57.500000000000007 50250.322265625007 56351.945312500007 72077.554687500015 3.5000000000000004 65292.480468750007 89168.484375000015 54578.230468750007 58553.552734375007 4.5000000000000009 47761.341796875007 3.5000000000000004 47761.341796875007 16.500000000000004 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 -1 -4 -3 7 -7 10 9 21 12 -10 -6 -12 18 28 -14 -18 19 20 -15 -9 24 -24 25 -21 -20 -26 -16 -22 right_child=-2 4 3 -5 5 6 -8 8 11 -11 13 -13 16 14 15 -17 17 -19 26 22 29 -23 23 -25 27 -27 -28 -29 -30 -31 leaf_value=0.018473346296071787 -0.018758882103095821 0.030113126710427471 0.010458756973656521 0.0012810257033606064 0.0014235100556262666 -0.00116113769590522 0.0046668147266803982 -0.00029227414560539219 -0.0026223878975552999 0.0077847780690387253 7.6473124144071038e-05 0.020453703589277304 -0.0060764982336944523 -0.012280387584285993 -0.00039119576732033601 0.011117632365373085 -0.031349105608090046 -0.0027598697735728727 0.018556850721670643 -0.0090844007638084673 0.0036834914872496609 -0.013499121339547912 0.020342707249409033 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-0.000537135 6.56481e-05 -0.00124296 0.00323691 0.00015922 -0.00241334 -0.00608007 0.000204629 0.00213874 0.000489255 -0.0107426 -0.0225704 0.00573393 0.00465717 -0.00459077 -0.00842361 0.00757802 0.0151325 0.00591735 0.000498067 0.0159196 0.00952911 -0.000175168 0.00646198 internal_weight=328303 328261 2727.8 2663.78 325533 325519 33644.2 291875 19477.7 4034.56 272397 15443.2 1968.16 270429 16805.4 11520 1213.89 343.406 5285.4 4780.08 1147.36 1132.05 3632.73 654.661 2978.07 1191.01 505.317 1787.06 10842.2 470.738 internal_count=1412134 1411764 16017 14518 1395747 1391920 140334 1251586 93068 29384 1158518 63684 13527 1144991 72775 46561 6723 1658 26214 23047 5647 5193 17400 3369 14031 5730 3167 8301 43734 2474 is_linear=0 shrinkage=0.03 Tree=177 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 0 1 3 2 2 0 3 0 2 1 2 2 2 2 0 0 2 2 2 2 0 2 0 1 2 split_gain=15.4545 15.4254 14.1401 12.9515 12.4737 41.5387 31.2819 20.4221 38.2305 36.0653 30.6207 22.0512 20.512 19.9129 26.4323 34.7115 19.2258 52.5564 17.8561 90.7393 39.129 23.7594 19.3737 19.0568 17.6746 20.6715 17.3869 16.5729 21.9786 21.6775 threshold=-47.499999999999993 98.500000000000014 1.0000000180025095e-35 72077.554687500015 8.5000000000000018 24.500000000000004 22.500000000000004 2.7749999761581425 28988.621093750004 2320.079467773438 49.500000000000007 2.3904999494552617 92.500000000000014 3645.8532714843755 12.500000000000002 478.39485168457037 4973.6452636718759 9759.5722656250018 6196.5258789062509 46.500000000000007 28.500000000000004 23051.732421875004 7434.1564941406259 13080.345703125002 207.81653594970706 37.500000000000007 15948.730957031252 37.500000000000007 12.500000000000002 13381.118652343752 decision_type=2 2 2 2 2 2 2 2 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 -1 -4 13 18 9 26 10 -8 16 -10 14 -6 -16 -11 -18 24 20 21 -20 -22 -21 25 -7 -9 28 29 -24 right_child=1 -3 4 -5 5 6 7 8 12 11 -12 -13 -14 -15 15 -17 17 -19 19 23 22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0051139685796276028 0.030109809670480568 -0.018362447274473281 4.9208684856470417e-05 0.029643322262882708 0.0043585451294542686 0.026839719713249336 -0.012088310887177007 -0.0080462659560579242 0.013872699097000462 0.0067765693777304924 0.0069880245654208592 0.016669757396911854 -0.006060746623007757 0.0056421628796013996 0.03084233436559481 -0.02216781511397798 -0.015828861377127679 0.0050508375567609723 0.008456131147707522 -0.0048259342658539799 -0.031648913158833537 -0.011583606372342903 -0.02682809056591046 0.006066796332680687 -0.0012845137999420806 -0.0088710455535418418 -0.028136969258137523 -0.0080570803096341615 -0.023633530691419966 -0.0028473558197273444 leaf_weight=67.776905719190836 14.05477183149196 41.091012004762888 319175.46424002387 27.126194437965751 146.54352842271328 15.102378875017164 238.49299728870392 247.88981171697378 117.15156358480453 717.32263632118702 110.96558862924576 126.94891771674156 76.996498249471188 1060.2309429645538 12.70401109755039 89.007923379540443 149.78274995088577 393.6285759806633 119.48132188618183 210.43557299673557 57.963202878832817 96.052705556154251 46.678778141736984 461.68736839294434 3331.1367113739252 428.9126602858305 45.955193296074867 284.78452958166599 227.78900979459286 124.17223331332207 leaf_count=657 3868 370 1365763 685 722 87 1197 1060 483 2957 492 513 363 4289 68 449 660 1605 480 896 290 392 201 1869 15944 2714 197 1335 1000 528 internal_value=2.07431e-05 1.72426e-05 1.95442e-05 0.0121252 1.82553e-05 -0.00108711 -0.00193409 0.00105964 -0.00436292 0.00258293 -0.00603089 0.00475214 0.00596736 0.00385134 -0.00379679 -0.0155467 0.0035521 -0.000704322 -0.00316673 -0.00579186 -0.0117257 -0.000474575 -0.0149966 0.00265638 -0.00203395 -0.00765641 -0.0111883 -0.0135843 -0.0175329 -0.00939921 internal_weight=328263 328168 328127 94.9031 328113 8937.82 7629.33 2225.13 487.993 1737.14 349.459 1387.68 194.148 1308.49 248.255 101.712 1260.73 543.411 5404.2 1629.04 956.922 215.534 741.388 672.123 3775.15 444.015 293.845 683.425 398.64 170.851 internal_count=1412134 1410792 1410422 1342 1406554 40791 35263 9527 2103 7424 1689 5735 846 5528 1239 517 5222 2265 25736 6991 4226 872 3354 2765 18745 2801 1257 3064 1729 729 is_linear=0 shrinkage=0.03 Tree=178 num_leaves=31 num_cat=0 split_feature=1 1 3 3 1 2 0 2 1 2 2 0 2 0 0 2 2 0 0 2 2 0 2 0 2 1 1 2 2 0 split_gain=14.8965 14.8472 49.6531 31.0091 34.9756 26.4785 49.8156 25.1795 24.7931 24.1851 34.8994 19.8855 19.8203 18.8573 17.472 16.4632 35.1732 18.0007 15.4682 15.1228 23.081 15.0875 23.7007 32.9811 21.2166 39.2176 17.698 14.4688 19.8172 13.5555 threshold=94.500000000000014 -8.4999999999999982 1.532000005245209 7.7119998931884775 -30.499999999999996 6054.8757324218759 61.500000000000007 10727.411621093752 -33.499999999999993 3081.7368164062505 24552.913085937504 46.500000000000007 177.51823425292972 16.500000000000004 1.5000000000000002 61805.615234375007 32150.583984375004 26.500000000000004 50.500000000000007 6806.8054199218759 15166.320312500002 17.500000000000004 2583.655151367188 63.500000000000007 3645.8532714843755 -12.499999999999998 -17.499999999999996 8322.3417968750018 15166.320312500002 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 8 4 -4 21 13 -8 18 11 19 12 -10 27 -5 16 -15 -18 -1 -11 -21 24 26 -24 -6 -26 -23 -7 -29 -3 right_child=-2 29 3 14 5 6 7 -9 9 10 -12 -13 -14 15 -16 -17 17 -19 -20 20 -22 22 23 -25 25 -27 -28 28 -30 -31 leaf_value=0.0012052851707063136 -0.032310309180189713 0.030106508046353928 0.010314807009821108 0.030675952066815091 0.00017606531726920664 -0.034525733897029336 -0.0082157372434050364 0.018238556254538855 -0.0062009355711232471 -0.0052710668582912189 0.019337353538517673 0.0053979548157497672 0.015145710330636641 -0.0063941767682270381 0.0040891599589260976 0.0024663589675305059 -0.024465625943627251 -0.0051929344974501598 -0.031309137764961442 0.014334076624839518 -0.0041332960549591569 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17.4382 29.95 15.8998 32.0348 48.8382 30.2929 32.9008 31.0013 90.7694 98.384 54.9065 53.7714 44.381 43.393 37.4066 threshold=98.500000000000014 -47.499999999999993 1.0000000180025095e-35 9759.5722656250018 112.57336044311525 51.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 65.889682769775405 25.500000000000004 5.5000000000000009 13.500000000000002 15.500000000000002 20.500000000000004 40.500000000000007 -1.4999999999999998 554.91479492187511 4.7190001010894784 12.500000000000002 68.500000000000014 48.500000000000007 288.74774169921881 60.500000000000007 207.81653594970706 57.500000000000007 135.51687622070315 53.500000000000007 1.0000000180025095e-35 195.13675689697268 decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 8 -8 10 11 -4 -11 -14 -15 16 -16 18 20 -20 21 -6 23 24 26 -24 -23 -26 -29 -25 right_child=-2 2 4 -5 17 6 7 -9 -10 12 -12 -13 13 14 15 -17 -18 -19 19 -21 -22 22 25 29 27 -27 -28 28 -30 -31 leaf_value=-0.008727182799513334 -0.017941348316838291 0.030103437392344889 0.021411765160601115 0.017811290029609753 -0.00078800440213631538 0.0066581815393273371 -0.0072238684971773545 -0.040173004965170227 0.027531655114948435 0.034540983440439973 0.0021780326247235926 -0.032030608815442153 -0.037429523132521896 0.034008306342087631 0.01624480730068293 0.0093926602380545957 -0.00016713644233053228 0.00010734429889108757 -0.0037437382225980415 0.0070341970478721141 -0.0029783740029833711 -0.014582233832887252 -0.0014303635669794333 0.0050307705683753376 -0.0015768976049323885 0.0062239045227528746 0.00025393453939751855 0.0031080624182600381 0.012327661177802988 -0.0058958965691789395 leaf_weight=21.44449570775032 40.641165062785149 13.244323035934938 10.104744389653204 71.954001232050359 44397.574468642473 360.02154377102852 821.31880658864975 17.224827647209167 17.873842641711235 22.781516700983047 744.56729800999165 35.752278700470924 17.850465282797813 25.912690758705139 120.69380064308643 669.96122944355011 585.7525714635849 255930.32491338067 554.82849930971861 1189.8116184771061 4198.1722467541695 225.15895023941994 1381.9847870916128 317.16324843466282 468.81893742084503 2164.4522233307362 9346.1293035745621 755.52434220910072 1172.4255104660988 2541.8074441999197 leaf_count=191 370 3868 61 1151 187491 1532 3508 80 77 121 3172 170 82 117 538 2856 2485 1100710 2588 5384 17694 966 5854 1345 1958 9078 39818 3129 4906 10834 internal_value=1.95231e-05 2.17472e-05 1.84177e-05 0.011718 1.72033e-05 0.00177183 -0.00307117 -0.0071612 -0.00648362 0.00440963 0.000876599 -0.0202544 0.00634496 0.00589266 0.00644411 0.00592518 0.00263678 -1.44214e-06 -0.000406626 0.00360661 -0.000511176 -0.000346168 0.000721482 0.000118805 0.00126605 0.00324117 -9.50776e-05 0.00670161 0.00871469 -0.00468373 internal_weight=328241 328201 328107 93.3985 328094 3449.82 1216.44 856.417 839.193 2233.38 790.424 45.857 1442.95 1420.17 1402.32 1376.41 706.446 324644 68713.9 1744.64 66969.2 62771 18373.5 14827 11968.1 3546.44 9571.29 2396.77 1927.95 2858.97 internal_count=1412134 1411764 1410422 1342 1406554 14799 5197 3665 3585 9602 3403 231 6199 6078 5996 5879 3023 1391755 291045 7972 283073 265379 77888 62956 50777 14932 40784 9993 8035 12179 is_linear=0 shrinkage=0.03 Tree=180 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 0 2 2 2 2 0 0 0 2 0 2 2 0 2 0 2 3 0 2 1 2 2 2 2 1 split_gain=17.446 13.0714 12.7867 132.311 32.7006 37.545 29.495 44.8293 29.695 29.2358 109.609 75.5257 47.8665 217.341 40.7743 126.799 87.1086 49.0443 71.1989 140.982 68.9864 39.2139 47.555 38.5239 38.4923 64.6672 102.806 44.0746 69.7463 35.3064 threshold=80.000000000000014 1.0000000180025095e-35 80.500000000000014 58553.552734375007 69.500000000000014 97.500000000000014 269.47608947753912 539.92453002929699 432.48675537109381 89168.484375000015 1.5000000000000002 2.5000000000000004 2.5000000000000004 99998.222656250015 17.500000000000004 13381.118652343752 2363.3640136718755 5.5000000000000009 9759.5722656250018 13.500000000000002 11728.783203125002 1.469500005245209 21.500000000000004 2492.341430664063 1.0000000180025095e-35 58553.552734375007 50250.322265625007 2808.646850585938 6496.4731445312509 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 9 6 5 -5 -4 8 -8 11 -11 24 13 -12 15 16 29 23 -19 20 -20 -14 -23 -18 -3 26 27 -26 -29 -13 right_child=-2 2 3 4 -6 -7 7 -9 -10 10 12 14 21 -15 -16 -17 17 18 19 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.030100368172579012 -0.018076204789867819 -0.00013333221416001595 -0.021222673885671939 0.0051733174664479204 0.04567037877270734 -0.013994039294540909 0.0024639245773817224 -0.002957848608834151 0.024742889670386372 0.015508568553809202 -0.013135172817100508 0.0024931898635925892 -0.013002362806806667 0.0057717639578842911 -3.7660356861212695e-05 0.0024837440977668337 -0.023897634712526521 -0.0039074655613997615 0.00019967936007789773 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436 4434 33450 internal_value=-1.05973e-05 -7.94769e-06 -9.13904e-06 -0.000985703 0.00476632 0.00450459 -0.00276444 -0.00260266 0.0102873 2.67927e-05 -0.0011367 9.82859e-05 -0.00146034 0.00180404 0.000141472 0.000834516 -0.000305248 -0.00171764 -0.00236818 0.000249784 -0.0071542 -0.00219504 -0.00197232 0.00189888 -0.00518325 -0.00802152 -0.0117503 -0.00677026 -0.00524214 0.0012409 internal_weight=328021 327973 327960 11638.7 2749.02 2731.54 8889.71 8812.48 236.318 316322 18311.8 298010 17962.6 3300 295593 60710.5 35900.3 18761.6 15901.3 5887.71 1661.44 14662.6 14366.5 2860.31 2417.02 1547.35 1129.74 867.151 825.034 17138.7 internal_count=1411140 1410798 1406893 49248 11849 11775 37399 37062 1014 1357645 89345 1268300 77382 16523 1252341 266969 157597 80905 67319 24637 7057 60859 59637 13586 15959 8155 6296 5069 4870 76692 is_linear=0 shrinkage=0.03 Tree=181 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 0 2 2 2 2 0 0 0 2 0 2 2 0 2 0 2 3 0 1 2 2 2 2 2 0 split_gain=16.541 12.6838 12.1555 125.485 32.0274 35.3861 27.8422 42.2475 27.9313 27.5168 104.019 71.2408 45.045 204.774 38.3798 119.366 81.9691 46.1403 66.9722 132.583 64.7554 37.0189 46.8922 36.4532 61.2974 98.2353 42.2891 65.6158 36.1885 33.847 threshold=82.500000000000014 1.0000000180025095e-35 80.500000000000014 58553.552734375007 69.500000000000014 97.500000000000014 269.47608947753912 539.92453002929699 432.48675537109381 89168.484375000015 1.5000000000000002 2.5000000000000004 2.5000000000000004 99998.222656250015 17.500000000000004 13381.118652343752 2363.3640136718755 5.5000000000000009 9759.5722656250018 13.500000000000002 11728.783203125002 1.532000005245209 21.500000000000004 1.0000000180025095e-35 58553.552734375007 50250.322265625007 2808.646850585938 6496.4731445312509 2492.341430664063 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 9 6 5 -5 -4 8 -8 11 -11 23 13 -12 15 16 -13 28 -19 20 -20 -14 -23 -3 25 26 -25 -28 -18 -21 right_child=-2 2 3 4 -6 -7 7 -9 -10 10 12 14 21 -15 -16 -17 17 18 19 29 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.030097394676063507 -0.019024615830502713 -0.00012932123281206523 -0.020656260374487399 0.0050235274373940644 0.043690012431988792 -0.013604976725910409 0.0023896269149415684 -0.0028800566324415568 0.023994510385981264 0.015192822256579393 -0.012750907157375811 0.0012043041501521396 -0.012119947671538905 0.0056109659691920711 -3.653061600561285e-05 0.0024103617984680367 -0.023135342324713756 -0.0037894507031991601 0.00019369286775195818 0.00037213736309831284 -0.011850865846538272 -0.0025833553778675505 0.0024162459423998106 -0.036138008962448266 0.002003814091335428 -0.027622976074476596 0.017410934228342636 -0.0082898412391015936 0.0022984308921582559 0.0057425296736585115 leaf_weight=12.594717895379288 41.170527923852205 869.74581582006067 76.977412059903145 2633.4487890303135 18.776355013251305 95.087707258760929 153.35759185254574 8580.4674752950668 83.00488018989563 345.87178074195981 692.00098533928394 17129.856236301363 326.34885440766811 2601.8255751654506 234882.07696089894 24798.826036833227 51.26832839846611 10015.650321833789 678.91921079903841 2105.1106240525842 983.9718980640173 12382.205121420324 1954.9601175934076 41.503188133239746 417.60330516844988 260.03225991129875 102.0698664188385 720.49997462332249 2808.2656372860074 2119.7805050387979 leaf_count=3905 315 7804 337 11302 80 473 656 36069 358 11963 3030 76692 1349 13493 985372 109372 243 42682 2901 8810 4156 51455 8055 199 1859 1227 436 4434 13343 8770 internal_value=-1.02783e-05 -7.89121e-06 -9.04745e-06 -0.000961101 0.00464304 0.00437434 -0.00269223 -0.00253539 0.00997675 2.59933e-05 -0.00110305 9.5343e-05 -0.00141692 0.00175331 0.000137241 0.000809753 -0.000296128 -0.00166596 -0.0022968 0.000242345 -0.00693336 -0.00212905 -0.00190163 -0.00504015 -0.00781056 -0.0114566 -0.0065915 -0.00510072 0.00184243 0.00306666 internal_weight=327983 327942 327930 11641.1 2747.31 2728.54 8893.81 8816.83 236.362 316288 18303.2 297985 17957.3 3293.83 295574 60691.6 35892.8 18763 15903.4 5887.78 1662.89 14663.5 14337.2 2411.45 1541.71 1124.11 864.073 822.57 2859.53 4224.89 internal_count=1411140 1410825 1406920 49275 11855 11775 37420 37083 1014 1357645 89345 1268300 77382 16523 1252341 266969 157597 80905 67319 24637 7057 60859 59510 15959 8155 6296 5069 4870 13586 17580 is_linear=0 shrinkage=0.03 Tree=182 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 0 0 1 2 0 2 1 2 0 2 0 0 3 0 2 2 2 0 2 2 1 2 3 0 2 split_gain=15.8065 12.3073 11.5861 32.5518 22.5991 64.6695 158.896 60.1169 52.9791 93.9713 46.9474 59.9299 52.4152 39.8886 39.1102 43.5949 45.077 38.1866 105.657 181.522 220.58 123.919 70.481 111.427 102.371 99.3208 66.3346 71.8841 79.5148 69.6847 threshold=80.000000000000014 1.0000000180025095e-35 554.91479492187511 88.500000000000014 3645.8532714843755 45.500000000000007 37.500000000000007 -5.4999999999999991 1750.7693481445315 47.500000000000007 1750.7693481445315 2.5000000000000004 2760.058227539063 44.500000000000007 675.36788940429699 79.500000000000014 90.500000000000014 2.0774999856948857 49.500000000000007 4973.6452636718759 8136.8720703125009 11465.855468750002 51.500000000000007 3673.1176757812505 4973.6452636718759 1.5000000000000002 4591.9587402343759 2.6375000476837163 4.5000000000000009 10240.441894531252 decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 13 -12 -13 -9 15 -11 -17 18 19 -6 -21 22 25 -24 -25 -20 27 -19 -29 -28 right_child=-2 2 4 -5 17 8 7 10 -10 14 11 12 -14 -15 -16 16 -18 26 21 20 -22 -23 23 24 -26 -27 29 28 -30 -31 leaf_value=0.03009450468536818 -0.017333072933606804 -0.00036135949112939692 0.00014622014239259993 0.023873913446643351 0.00092105998392810827 -0.00930005456594191 0.012322897950305093 0.0070737478236021639 0.00034529822528721956 0.0046614752377744772 0.000914720419258027 0.0018023807013321244 0.013362988923139526 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342 305253 164776 221 52794 6494 3765 16342 83309 7030 28082 2787 2900 3398 33429 1792 98 16225 20379 17458 61455 30978 26522 11434 14525 3294 123716 4790 30573 333074 internal_value=-9.96955e-06 -7.4655e-06 -8.58769e-06 -0.000344574 8.60632e-05 0.000491039 0.00114364 0.00390935 -0.000576731 -0.00220888 0.00344133 0.00207483 0.00770143 0.00581682 -0.00116612 0.00245055 -0.0059238 -0.000110256 -0.00075382 -0.00189711 -0.00372901 0.000731247 -0.000697668 -0.00195352 0.000759083 0.00230036 0.000199685 -0.00192105 -0.00354339 0.000441756 internal_weight=327953 327905 327893 72068.4 255825 83525 51840.9 13740.5 31684.2 11437.6 13016.4 8263.06 1412.48 4753.35 9971.33 2119.11 442.614 172299 56006.6 31644.7 19178.2 24361.9 16847.7 11873.8 6345.49 4973.86 116293 11914.3 8024.68 104379 internal_count=1411140 1410798 1406893 305474 1101419 354202 222050 57274 132152 48843 53509 33769 5687 19740 42349 8920 1890 747217 238839 131707 78913 107132 76154 52481 25959 23673 508378 51588 35363 456790 is_linear=0 shrinkage=0.03 Tree=183 num_leaves=31 num_cat=0 split_feature=1 0 1 2 0 2 2 0 2 0 1 0 1 2 0 0 1 2 0 2 1 2 3 0 2 2 2 0 2 2 split_gain=14.9791 11.9423 11.025 38.3307 12.703 17.8068 28.6832 16.9301 11.4334 34.7956 21.0043 19.7886 24.2588 19.5649 61.9289 149.581 57.1826 49.1022 88.5392 44.1805 56.3653 49.285 38.1702 99.4399 170.885 208.078 116.655 66.3665 104.989 96.5073 threshold=80.000000000000014 1.0000000180025095e-35 75.500000000000014 12255.386718750002 94.500000000000014 3754.1591796875005 94341.222656250015 98.500000000000014 554.91479492187511 88.500000000000014 -10.499999999999998 68.500000000000014 15.500000000000002 3645.8532714843755 45.500000000000007 37.500000000000007 -5.4999999999999991 1750.7693481445315 47.500000000000007 1750.7693481445315 2.5000000000000004 2760.058227539063 2.0774999856948857 49.500000000000007 4973.6452636718759 8136.8720703125009 11465.855468750002 51.500000000000007 3673.1176757812505 5797.4450683593759 decision_type=2 2 2 2 2 2 2 2 2 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 -4 8 7 -7 -6 9 10 -3 -12 -13 14 15 -10 -17 18 -16 -18 -21 -22 23 24 -15 -26 27 -25 -29 -30 right_child=-2 2 3 -5 5 6 -8 -9 13 -11 11 12 -14 22 17 16 19 -19 -20 20 21 -23 -24 26 25 -27 -28 28 29 -31 leaf_value=0.030091704717267277 -0.016931820789821878 0.0047162911887548547 -0.024157589184375355 0.043973957424387734 0.0079360790764017673 -0.011814863162557398 -0.00041066027858347327 -0.022000550267564225 0.00014183430128155805 0.024949555793237717 -0.00027384710910919859 -0.0025429392155432752 0.022836481705548882 0.00089343991040791767 -0.0090366980215279748 0.01202438821282052 0.0056427904897087995 0.00031461581294634313 -0.0011347101207632275 0.00088735283532448807 0.0017481472608041752 0.012956906274911296 0.00022313771349438799 0.0022337481505756806 -0.0096298933267917868 -0.0019936115306678115 0.0038188421284083376 -0.0049207985402027121 0.0042893648248585057 -0.0031163416208767384 leaf_weight=11.863467190414665 47.071199297904968 728.88905936479568 12.077139064669611 19.321318492293358 169.12216302752495 348.62953401356936 460.9059789404273 18.902057841420174 38100.170243455097 48.957370355725288 66869.170685611665 4384.5495264530182 34.160020798444748 12466.327629044652 1463.7867255210876 719.83138866722584 4752.9546695500612 20154.519000634551 9956.1048482209444 6850.0247383713722 691.79369384050369 721.03096295893192 115366.40211695898 4968.4647320359945 4079.6971852332354 15090.355869725347 7510.6086875498295 5521.9971096366644 3300.9555000811815 3044.1880532056093 leaf_count=3905 342 3564 49 81 758 1562 2012 101 164776 217 283038 18480 171 52794 6494 3765 19740 82909 42287 28082 2787 2900 504281 23673 17458 61455 30978 26522 13534 12425 internal_value=-9.67409e-06 -7.2446e-06 -8.33374e-06 0.0177678 -1.00363e-05 -0.00339025 -0.00532192 0.00492655 2.81022e-07 -0.00033334 -0.000350527 -0.000402333 -0.00234674 9.46549e-05 0.000471468 0.00110945 0.00379346 -0.000575915 -0.00214758 0.00333825 0.00201263 0.0074685 -8.87725e-05 -0.000731543 -0.00184071 -0.00361874 0.000709752 -0.000677259 -0.00189602 0.000736354 internal_weight=327913 327866 327854 31.3985 327822 997.56 809.536 188.024 326825 72065.7 72016.8 71287.9 4418.71 254759 83410.2 51835.8 13735.6 31574.4 11419.9 13015.8 8262.85 1412.82 171349 55982.6 31636.4 19170.1 24346.2 16835.6 11867.1 6345.14 internal_count=1411140 1410798 1406893 130 1406763 4433 3574 859 1402330 305470 305253 301689 18651 1096860 353740 222050 57274 131690 48781 53509 33769 5687 743120 238839 131707 78913 107132 76154 52481 25959 is_linear=0 shrinkage=0.03 Tree=184 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 1 2 0 3 0 2 0 2 2 0 2 0 2 3 3 1 2 2 2 2 2 1 2 0 2 split_gain=14.2528 10.8804 117.711 26.9818 36.4091 26.6234 26.2516 98.7201 67.9093 42.4311 192.94 36.0233 111.537 75.9637 44.9934 62.2855 124.653 60.6855 35.2124 44.1407 34.3442 58.2483 93.6814 40.5325 61.2307 34.219 33.2774 60.4209 50.5697 36.439 threshold=82.500000000000014 80.500000000000014 84498.644531250015 269.47608947753912 539.92453002929699 71.500000000000014 89168.484375000015 1.5000000000000002 40.666500091552741 2.5000000000000004 99998.222656250015 17.500000000000004 13381.118652343752 2363.3640136718755 5.5000000000000009 9759.5722656250018 13.500000000000002 11728.783203125002 1.532000005245209 1.7404999732971194 1.0000000180025095e-35 58553.552734375007 50250.322265625007 2808.646850585938 6496.4731445312509 2492.341430664063 1.0000000180025095e-35 87.134357452392592 14.500000000000002 389.89239501953131 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -4 8 -8 11 10 -9 12 13 26 25 -16 17 -17 -11 -20 -10 22 23 -22 -25 -15 29 -28 -29 -1 right_child=-2 2 5 4 -6 -7 7 9 20 18 -12 -13 -14 14 15 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.0097588148189237511 -0.017876484753621157 -0.020055112387419957 0.0052066300295877301 0.009444504515345193 -0.0024849756243968723 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257.48588511347771 102.59343066811562 717.81210392713547 2818.2216472763103 42.730343699455261 5372.0745232403278 2441.0602972060442 8706.4129254743457 leaf_count=2790 315 337 9121 1014 38737 66 11963 3030 7804 1349 13493 985372 109372 243 42682 2901 17580 4156 630 58880 199 1859 1227 436 4434 17248 204 22962 10284 40452 internal_value=-9.38744e-06 -7.19779e-06 -0.000908201 -0.00233054 -0.00218662 0.00549379 2.59537e-05 -0.00107712 9.3691e-05 -0.00138156 0.00169878 0.000134558 0.000786093 -0.000282525 -0.00160056 -0.00222436 0.00022446 -0.00672952 -0.00207216 -0.00185049 -0.00492648 -0.00762263 -0.0111914 -0.00644488 -0.00499195 0.00185699 0.00116224 -0.000274348 -7.97796e-05 0.00237943 internal_weight=327877 327837 11634.4 9519.41 9442.74 2114.94 316203 18293.9 297909 17951.4 3287.59 295503 60689.3 35902.5 18774.7 15905.1 5887.61 1664.19 14663.8 14337.8 2405.54 1536.38 1118.78 861.297 820.406 2869.58 17127.8 7855.87 7813.13 9271.92 internal_count=1411140 1410825 49275 40088 39751 9187 1361550 89345 1272205 77382 16523 1256246 270874 161502 84810 67319 24637 7057 60859 59510 15959 8155 6296 5069 4870 17491 76692 33450 33246 43242 is_linear=0 shrinkage=0.03 Tree=185 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 0 0 1 2 2 0 0 2 2 0 2 0 0 0 2 0 1 0 0 0 2 0 0 2 split_gain=16.0398 23.1569 19.2197 33.0058 22.0076 21.9379 25.2623 22.8932 19.5706 14.4059 39.658 120.241 99.0931 39.406 33.7707 68.1037 65.7041 50.1679 28.1686 67.0479 38.5425 36.608 28.1292 27.3512 26.1087 28.9067 25.6082 35.575 26.052 25.5919 threshold=3.5000000000000004 4.5000000000000009 207.81653594970706 39.500000000000007 13.500000000000002 142.45086669921878 48.500000000000007 41.500000000000007 13.500000000000002 912.96624755859386 1383.2932128906252 45.500000000000007 11.500000000000002 1117.6546630859377 1268.2044067382815 53.500000000000007 957.19903564453136 48.500000000000007 87.500000000000014 83.500000000000014 1117.6546630859377 86.500000000000014 1.0000000180025095e-35 60.500000000000007 68.500000000000014 88.500000000000014 1148.2519531250002 52.500000000000007 47.500000000000007 1192.975524902344 decision_type=2 2 2 2 2 2 2 2 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 -3 6 7 -5 -7 24 11 12 13 -11 15 16 -13 -16 19 20 -17 -21 -23 -22 -1 -26 28 -28 -18 -20 right_child=1 2 -4 5 -6 8 -8 -9 -10 10 -12 14 -14 -15 17 18 26 -19 29 21 23 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00014018929444222021 -0.0393895502254668 0.0062650124839526665 -0.00050094632874177658 -0.014633664585279893 0.046734385676050712 -0.0051267726973204591 -0.0021700555915195735 0.028967842486839528 -0.01594283534561584 -0.010001508002099979 6.2084220516593467e-05 -0.022482567919385202 0.0048776738984592479 -0.00016842552034973193 0.021548767407386593 0.0089912591711431514 -0.0017639521592864122 -0.01279638366988063 0.01730109603531519 -0.013428051293728689 -0.012408105065511061 0.015625127203423947 -0.0089060452545748209 0.003069497814955639 -0.002373298643672478 0.012489503965755176 0.0079872727722927438 -0.037956104229470468 -0.012424341782184821 -0.0044454609662069001 leaf_weight=79990.646892078221 13.955260798335074 132.4769399613142 23057.66884252429 13.877767607569693 13.30870735645294 1202.1767904609442 212.20204070210457 49.477995559573174 172.11472468078136 494.47156899422407 202411.4598096828 209.42463275790215 8135.2342668995261 1420.5616887193173 41.650897979736328 694.17686387896538 459.67226991057396 472.52875953912735 177.27506808936596 376.86777183413506 156.32199761271477 84.422924295067787 83.855565547943115 299.88121286034584 6481.0705915987492 119.95091454684734 214.60949568450451 16.322075769305229 374.33321224153042 67.153259053826332 leaf_count=334940 59 677 101116 68 76 6366 1118 244 1136 2213 877836 938 34674 6393 178 2875 1968 1976 766 1605 648 359 367 1239 27093 526 901 68 1655 291 internal_value=-2.30197e-05 -0.000755451 -0.000733757 -0.00372327 0.00995944 -0.00493232 0.00279324 0.0194171 -0.00648136 3.71344e-05 0.000168097 0.00172543 0.00343238 -0.00270738 -0.0028757 -0.00173377 -0.00712158 -0.0100143 0.00180549 0.000432931 0.00453967 -0.00823321 0.00340089 -0.00223404 -0.000289834 -0.00210322 -0.00410077 0.00474003 -0.00654874 0.0113265 internal_weight=327649 24867.3 24853.3 1795.63 145.786 1649.85 275.558 63.3558 1374.29 302782 216190 13778.8 10050.3 1915.03 3728.5 3214.32 1274.36 514.18 1939.95 1695.53 1150.38 545.146 168.278 456.203 86591.7 6601.02 1064.94 230.932 834.005 244.428 internal_count=1410369 110860 110801 9685 753 8932 1430 312 7502 1299509 936950 59114 43280 8606 15834 13680 5530 2154 8150 7093 4762 2331 726 1887 362559 27619 4592 969 3623 1057 is_linear=0 shrinkage=0.03 Tree=186 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 0 0 1 0 2 2 2 0 0 2 2 0 2 0 0 0 0 1 3 0 0 2 1 2 split_gain=15.0973 21.9535 18.1769 27.7404 24.6854 18.8669 20.6806 22.458 16.6522 16.5905 15.8947 13.5547 37.3291 113.182 93.2713 37.0482 32.0308 81.6826 58.9767 53.8141 42.6003 75.2717 34.3896 26.5641 24.6248 33.873 31.7378 31.9786 31.1079 23.7241 threshold=3.5000000000000004 4.5000000000000009 216.45584106445315 37.500000000000007 13.500000000000002 142.45086669921878 48.500000000000007 41.500000000000007 13.500000000000002 44.500000000000007 182.46546936035159 912.96624755859386 1383.2932128906252 45.500000000000007 11.500000000000002 1117.6546630859377 1235.1978759765627 53.500000000000007 957.19903564453136 48.500000000000007 87.500000000000014 83.500000000000014 86.500000000000014 1.0000000180025095e-35 8.545499801635744 12.500000000000002 80.500000000000014 269.47608947753912 1.0000000180025095e-35 539.92453002929699 decision_type=2 2 2 2 2 2 2 2 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 -3 6 7 -5 9 -7 -11 24 13 14 15 -13 17 18 -15 -18 21 -19 -23 -24 25 -1 -27 -28 -26 -29 right_child=1 2 -4 5 -6 8 -8 -9 -10 10 -12 12 -14 16 -16 -17 19 20 -20 -21 -22 22 23 -25 28 26 27 29 -30 -31 leaf_value=-0.0092217978739159902 -0.038483115706558019 0.0061321254916987568 -0.00047277290944805055 -0.0074031755443954902 0.055675741527263345 -0.0099498516022275101 -0.0021071287551858607 0.027762639273078892 -0.014046723599306185 -0.0054374931150876892 0.0023876308066485032 -0.0096956263900489972 6.0222036749545119e-05 -0.021924376728287245 0.0047328970512097602 -0.0001633713349260259 0.018563008291145818 0.0057640215882377444 -0.0044209499148708791 -0.011072645346818163 0.01626348509535399 -0.013027528014187714 0.015215610812054664 -0.0086618372624838839 0.0106885679925681 -0.00021754929092903161 -0.024489391866524591 0.005830467306896671 -0.00073470135165819468 -0.0054419580531688966 leaf_weight=384.00971230119467 13.856931805610655 123.17942167818546 22861.00234714523 24.266182273626328 9.7690475732088071 374.43157096207142 211.98635981976986 50.067849978804588 189.463548630476 633.09071412682533 370.25004269182682 494.76469561457634 202410.61228980077 208.33058926463127 8132.6045184731483 1420.5856892168522 60.291757091879845 1052.6533767282963 1028.9141310304403 646.05062635242939 185.73748256266117 375.66564217209816 84.099215283989906 83.636524394154549 414.24488851055503 83963.870844066143 70.454407259821892 197.86265799403191 445.06954988837242 1114.6255839020014 leaf_count=1754 59 627 100078 122 54 2035 1118 244 1254 3417 1852 2213 877836 938 34674 6393 257 4357 4444 2708 802 1602 359 367 2161 350870 308 842 1910 4714 internal_value=-2.23356e-05 -0.000733012 -0.000711959 -0.00346455 0.00977259 -0.004414 0.00266724 0.0162828 -0.00570768 -0.00456095 -0.00254989 3.60193e-05 0.000163056 0.00167429 0.00333019 -0.0026257 -0.00279197 -0.00144644 -0.00736822 -0.00854301 0.00266554 0.00108311 -0.00798456 0.00330982 -0.000281145 -0.000331795 -0.000291795 -0.00479955 0.00477205 -0.0037426 internal_weight=327635 24861.4 24847.5 1986.5 132.948 1853.56 286.32 74.334 1567.24 1377.77 1003.34 302774 216184 13773.3 10048 1915.35 3725.38 3019.04 1237.24 706.342 1781.79 1596.05 543.401 167.736 86590.1 85730.8 85346.8 1382.94 859.314 1312.49 internal_count=1410369 110860 110801 10723 681 10042 1484 366 8558 7304 5269 1299509 936950 59114 43280 8606 15834 12869 5382 2965 7487 6685 2328 726 362559 358488 356734 5864 4071 5556 is_linear=0 shrinkage=0.03 Tree=187 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 0 0 1 1 2 2 0 0 2 2 0 2 0 0 0 0 2 0 0 1 2 0 0 0 0 split_gain=14.2105 20.8238 17.2226 29.5106 19.6067 21.8849 19.9363 18.5158 18.0585 12.7538 35.1369 106.535 87.7913 34.8338 30.2297 60.5156 59.1581 44.7753 25.7834 25.0871 59.5138 35.5159 32.4682 25.6991 25.0861 23.9571 33.3213 24.64 23.8747 26.7838 threshold=3.5000000000000004 4.5000000000000009 207.81653594970706 39.500000000000007 142.45086669921878 48.500000000000007 41.500000000000007 13.500000000000002 13.500000000000002 912.96624755859386 1383.2932128906252 45.500000000000007 11.500000000000002 1117.6546630859377 1268.2044067382815 53.500000000000007 957.19903564453136 48.500000000000007 87.500000000000014 87.500000000000014 83.500000000000014 1117.6546630859377 86.500000000000014 60.500000000000007 1.0000000180025095e-35 1148.2519531250002 52.500000000000007 47.500000000000007 68.500000000000014 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=9 -2 3 7 5 6 -5 -3 -6 28 11 12 13 -11 15 16 -13 -16 -19 20 21 -17 -22 -23 -24 27 -27 -18 -1 -30 right_child=1 2 -4 4 8 -7 -8 -9 -10 10 -12 14 -14 -15 17 19 25 18 -20 -21 22 23 24 -25 -26 26 -28 -29 29 -31 leaf_value=-0.00012963909299880063 -0.037616930527516301 0.005909158788831627 -0.00047079744980873297 -0.014103717030302687 -0.0048582447153034218 -0.0020459686949865961 0.026629546653609046 0.042296023452376659 -0.015336997614224072 -0.009399591230936824 5.8415623478701246e-05 -0.021381507562270134 0.0045924168951639649 -0.00015846619035409337 0.020348483444590549 0.0085425689611641747 -0.0015799016847723904 -0.0091966599235722823 -0.029031104812298626 0.010686132725733244 -0.012669723189215904 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34.1112 26.1223 28.1498 24.947 19.762 19.5529 14.8003 12.0849 39.6717 43.5753 24.5497 52.5306 16.3304 28.5562 20.6108 14.1404 12.6348 threshold=3.5000000000000004 4.5000000000000009 207.81653594970706 39.500000000000007 142.45086669921878 48.500000000000007 41.500000000000007 13.500000000000002 13.500000000000002 18.500000000000004 73.500000000000014 47761.341796875007 2320.079467773438 49.500000000000007 89168.484375000015 23.500000000000004 606.20260620117199 88.500000000000014 94.500000000000014 68.500000000000014 11.500000000000002 22.500000000000004 6054.8757324218759 12255.386718750002 45.500000000000007 56.500000000000007 1317.2869262695315 70.500000000000014 4232.3850097656259 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 8 5 6 -5 -6 -3 20 12 16 13 -11 15 -14 -12 -18 19 -13 -4 22 -22 25 29 -23 27 -27 -28 -25 right_child=1 2 9 4 7 -7 -8 -9 -10 10 11 18 14 -15 -16 -17 17 -19 -20 -21 21 23 -24 24 -26 26 28 -29 -30 -31 leaf_value=3.3889662213870403e-05 -0.036787615887687822 0.0057164002664843467 -0.00043809220132359208 -0.013763429879774299 -0.0047236628198899563 -0.001986529156436166 0.025562096711202638 -0.015024325915370947 0.040147332279286178 -0.010612396775710683 0.023956108559277385 0.0054046491070428157 0.020073836849668097 0.0076106015108444759 -0.0360431738680329 0.0037757591219921647 -0.008683901085573589 -0.026502520098917716 -0.029165627426808158 0.026972706823235802 -0.010645481148506317 -0.0007996705491521872 0.0099940113413678824 -0.0064115378790456099 0.0010564750146381358 -0.002737445898207444 -0.016255550880897966 0.02551236493075559 -0.0026550150199045209 -0.021375952287043847 leaf_weight=302756.63702160353 13.642134815454481 133.48469240963459 17373.914888508618 13.670158341526983 1193.650034815073 211.57315675914288 51.147243365645409 167.27856053411961 14.200256198644636 300.41011670231819 17.832187309861183 114.65871450304985 100.3884012401104 133.54627197980881 14.341481328010557 1910.7289927154779 264.45674414932728 71.072351977229118 11.879143949598072 38.166158184409142 121.38247308135033 1236.6536336839199 381.14060591161251 64.649990394711494 222.38753324747086 80.431410238146782 224.32386635243893 32.6910090893507 99.236530900001526 236.68874908983707 leaf_count=1299509 59 677 75756 68 6366 1118 244 1136 76 1559 85 477 403 597 59 8048 1108 324 171 172 583 5992 1531 282 904 449 1004 170 404 1038 internal_value=-2.10276e-05 -0.000690114 -0.000670286 -0.00342829 -0.00455175 0.00252898 0.0172682 -0.00598977 0.00902702 -0.000456715 0.0013739 -0.00472962 0.00265958 -0.00500443 0.0043016 0.00458931 -0.0106206 -0.0124583 0.00790917 0.010791 -0.000728248 -0.00259562 0.00500862 -0.0043349 -0.0100033 -0.00256078 -0.00754812 0.00542641 -0.0120842 -0.0181654 internal_weight=327606 24849.6 24836 1785 1637.32 276.391 64.8174 1360.93 147.685 23051 2977.48 518.065 2459.42 433.956 2025.46 2011.12 353.361 335.529 164.704 152.825 20073.5 2699.59 502.523 2197.06 523.726 1673.34 436.683 113.122 323.56 301.339 internal_count=1410369 110860 110801 9685 8932 1430 312 7502 753 101116 13003 2337 10666 2156 8510 8451 1517 1432 820 649 88113 12357 2114 10243 2224 8019 2027 619 1408 1320 is_linear=0 shrinkage=0.03 Tree=189 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 0 0 1 0 2 3 2 2 1 2 0 2 0 2 2 3 2 0 3 0 2 1 2 3 split_gain=12.5936 18.7628 15.3641 23.3275 20.2056 15.8016 16.624 18.3852 14.5308 16.0155 14.837 12.4752 46.8288 23.3116 15.5 21.4383 22.5729 26.1674 33.739 18.3162 15.813 32.7155 29.3635 31.2989 17.6824 14.8502 25.4226 22.5385 14.5519 16.2031 threshold=3.5000000000000004 4.5000000000000009 216.45584106445315 37.500000000000007 14.500000000000002 142.45086669921878 48.500000000000007 41.500000000000007 13.500000000000002 44.500000000000007 182.46546936035159 8.545499801635744 18647.261718750004 1117.6546630859377 18.500000000000004 20329.439453125004 74.500000000000014 2320.079467773438 49.500000000000007 606.20260620117199 3645.8532714843755 1.469500005245209 13381.118652343752 45.500000000000007 1.8989999890327456 28.500000000000004 44208.716796875007 28.500000000000004 7269.3449707031259 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 -3 6 7 -5 9 -7 -11 14 13 -13 20 16 17 18 -16 -18 24 22 -22 -24 -4 26 -17 -27 -19 -30 right_child=1 2 11 5 -6 8 -8 -9 -10 10 -12 12 -14 -15 15 25 19 28 -20 -21 21 -23 23 -25 -26 27 -28 -29 29 -31 leaf_value=3.2872949248682188e-05 -0.035992151901659636 0.0055963787900886576 0.0014309435300867298 -0.0071385476336272768 0.050169749750479824 -0.0095199229201557104 -0.0019287648786349718 0.02455460291597706 -0.013166537307133743 -0.0050258586471595918 0.0025500689584454644 0.026035142628027939 0.00054910478335172303 -0.013267297733768403 -0.010661924545870291 0.026263251241958493 0.023885656964267563 0.0050171418445056504 0.0074481500051787877 -0.010275211759510794 -0.0064037107475288365 -0.00043157178721544404 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0.00886767 -0.00407033 0.00239426 0.0144446 -0.00526538 -0.00420003 -0.00222095 -0.000431109 -0.003315 -0.0118716 -0.00026073 0.00181991 0.000687502 0.00166589 -0.00495433 -0.00809868 -0.000571478 -0.00135468 -0.0044286 0.00115473 0.000396502 0.0078971 0.0163822 0.00432028 0.00333878 -0.00125803 internal_weight=327596 24839.5 24826 1975.44 134.593 1840.84 287.206 75.8305 1553.64 1369.04 997.833 22850.6 1274.69 396.559 21575.9 2803.66 2363.29 2126.49 428.957 236.797 18772.2 10376.5 2396.43 626.216 8395.73 440.372 130.587 309.785 1697.54 454.024 internal_count=1410369 110860 110801 10723 681 10042 1484 366 8558 7304 5269 100078 5485 1753 94593 12108 10311 9305 2129 1006 82485 44248 11448 2589 38237 1797 525 1272 7176 1901 is_linear=0 shrinkage=0.03 Tree=190 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 1 0 0 1 0 0 2 1 0 0 0 3 3 2 2 2 0 2 1 2 2 2 2 2 split_gain=22.5604 40.6487 42.6384 22.0585 25.3191 19.3511 20.6362 23.8852 17.9328 18.3692 17.8544 19.7578 23.6542 15.0029 37.3581 28.0992 14.9124 14.2191 40.6379 30.9768 63.2891 35.7731 27.0591 31.8117 26.3649 26.4383 28.6697 29.9612 27.1551 30.4008 threshold=112.57336044311525 52.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 170.15808868408206 1.5000000000000002 44.500000000000007 35.500000000000007 3.5000000000000004 35.500000000000007 40.500000000000007 149.63704681396487 1.0000000180025095e-35 15.500000000000002 14.500000000000002 53.500000000000007 1.0619999766349795 1.1054999828338625 2808.646850585938 6949.8193359375009 2534.145385742188 49.500000000000007 14858.619628906252 1.0000000180025095e-35 478.39485168457037 517.14669799804699 716.21582031250011 1049.1593017578127 1575.673034667969 decision_type=2 2 2 2 2 2 2 2 2 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 16 4 -4 6 -2 10 9 13 -8 -12 -13 15 -15 -1 -3 22 19 21 -21 -19 24 -24 -7 -26 -27 -28 -29 -30 right_child=5 2 3 -5 -6 17 7 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 26 27 28 29 -31 leaf_value=0.032288682375936316 -0.00064846042338178678 -0.002950006799357266 -0.0057435888642081694 -0.039167763023685555 0.031124183484295166 0.0014734046355448732 0.00027427655209820537 -0.0054427574675477127 0.0059179576848433788 0.035315239248778732 0.044644603871106338 0.027446759421818324 -0.021936560267640143 -0.032767628335655177 -0.001331044864576675 -0.0005931902391880904 0.012176482352080679 -0.0010652824687331004 5.737320931160564e-05 -0.0060237138861489155 0.0015687743453687297 0.0080970033036391175 0.0022000001588380427 -0.0057923051029261964 0.0050447586110748226 -0.025662715475956402 0.034354017873496408 -0.019390007148274522 0.019267917711281359 -0.0042120102698253682 leaf_weight=27.44516309350729 8493.9220132529736 82.754408299922943 800.60302124917507 17.337017759680748 17.123342767357826 1914.775230973959 192.98567444086075 1629.8476494401693 1915.6360862255096 12.215870499610899 18.765057653188705 20.720153793692589 15.084830909967421 41.993702873587608 179.21640196442604 158.28498995304108 201.43007810413837 3949.4927947968245 291117.21822056081 3219.4106587320566 1425.6761141940951 424.7709596902132 9438.0750105828047 470.56090643256903 290.75222650170326 56.833527728915215 18.125723257660866 102.66572481393814 51.187803581357002 1629.439596876502 leaf_count=160 35184 354 3418 82 74 8118 876 8018 8170 58 88 93 73 202 756 689 854 16828 1250740 15466 5893 1733 42373 1927 1261 270 86 512 231 7147 internal_value=2.30546e-05 0.0024348 -0.00226568 -0.00568153 -0.00497157 -2.61807e-06 -0.0012776 -0.00412399 0.00468811 -0.000932583 0.0045585 0.0197095 0.0066413 -0.0020207 -0.00729885 0.00426573 0.00777165 3.94794e-05 -4.07104e-06 -0.0019873 -0.00369342 -0.000175562 0.000974972 0.00182045 -0.00108653 -0.00336745 -0.00468367 -0.00402179 -0.00441185 -0.00349687 internal_weight=327934 3454.04 1119.25 835.063 817.726 324480 10371.3 1877.4 2334.79 419.156 247.556 54.57 35.805 406.94 221.21 185.73 284.184 314109 300137 9019.35 4645.09 4374.26 13972.4 9908.64 4063.78 2149 1858.25 1801.42 1783.29 1680.63 internal_count=1411734 14817 4782 3574 3492 1396917 44332 9148 10035 1865 1130 254 166 1807 958 849 1208 1352585 1290660 39920 21359 18561 61925 44300 17625 9507 8246 7976 7890 7378 is_linear=0 shrinkage=0.03 Tree=191 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 3 3 1 3 1 2 0 0 1 1 0 0 0 3 3 2 2 2 0 2 1 2 2 2 split_gain=21.2347 38.2589 40.14 21.1686 23.9364 18.2147 19.4785 62.1904 24.561 31.671 22.4703 17.9731 81.3659 16.8522 17.0675 14.1611 35.7717 26.983 14.0308 13.381 38.2582 29.1915 59.6595 33.6776 25.4671 30.0016 24.8331 24.8993 27.3497 27.9041 threshold=112.57336044311525 52.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 170.15808868408206 1.247500002384186 2.279500007629395 1.0000000180025095e-35 3.653500080108643 1.5000000000000002 135.51687622070315 50.500000000000007 35.500000000000007 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 53.500000000000007 1.0619999766349795 1.1054999828338625 2808.646850585938 6949.8193359375009 2534.145385742188 49.500000000000007 16701.354492187504 1.0000000180025095e-35 478.39485168457037 517.14669799804699 716.21582031250011 decision_type=2 2 2 2 2 2 2 2 2 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 18 4 -4 6 10 -8 9 -9 11 12 -2 14 15 17 -17 -1 -3 24 21 23 -23 -21 26 -26 -7 -28 -29 -30 right_child=5 2 3 -5 -6 19 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 27 28 29 -31 leaf_value=0.031892886993208636 0.007560679248048251 -0.0028620717630471384 -0.0055735231846305725 -0.03856809917493962 0.030384370829211801 0.0014295960509591284 0.0061508902784980319 -0.0016070256953431346 -0.0087747223066803343 0.026492230707117075 -0.0051787714794023732 -0.00086371193411348358 -0.028745258845327026 0.0057399206504056598 0.033790143058308152 -0.032223005731664194 -0.0012914991940392963 -0.00057530087890856989 0.011811504302832166 -0.0010333708369145785 5.5652034037970794e-05 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-0.0021992 -0.00551572 -0.0048249 -2.54492e-06 -0.00123973 0.00133233 -0.00417142 0.000702623 -0.00189712 -0.00115082 -0.00952548 0.00454886 -0.000906883 -0.00196538 -0.00710089 0.00414931 0.00753907 3.82926e-05 -3.95032e-06 -0.00192878 -0.00358617 -0.000170305 0.000945926 0.00176605 -0.0010548 -0.00326993 -0.00454937 -0.00390537 internal_weight=327920 3452.59 1118.55 834.384 817.302 324468 10368 2110.52 985.214 478.535 8257.44 6727.5 222.993 2334.05 418.246 405.864 220.595 185.27 284.163 314100 300131 9014.42 4640.6 4373.83 13968.6 9907.44 4061.2 2146.95 1855.88 1799.61 internal_count=1411734 14817 4782 3574 3492 1396917 44332 8963 4184 1969 35369 27811 925 10035 1865 1807 958 849 1208 1352585 1290660 39920 21359 18561 61925 44300 17625 9507 8246 7976 is_linear=0 shrinkage=0.03 Tree=192 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 1 0 0 1 1 0 0 0 0 1 3 3 2 2 2 0 2 1 1 2 2 2 2 2 split_gain=19.9873 36.0102 37.7888 20.3233 22.6335 17.1464 18.3918 18.8345 15.8369 15.8745 13.3666 34.2603 25.9142 13.2023 13.1098 12.7641 12.5596 36.0644 27.5081 56.2359 31.7053 23.9674 28.3119 23.9108 23.3865 23.4466 26.0937 28.747 22.3779 29.6448 threshold=112.57336044311525 52.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 170.15808868408206 2.5000000000000004 44.500000000000007 35.500000000000007 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 53.500000000000007 33.500000000000007 94.500000000000014 1.0619999766349795 1.1054999828338625 2808.646850585938 6949.8193359375009 2534.145385742188 49.500000000000007 14858.619628906252 1.0000000180025095e-35 1.0000000180025095e-35 478.39485168457037 517.14669799804699 606.20260620117199 10240.441894531252 3673.1176757812505 decision_type=2 2 2 2 2 2 2 2 2 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 13 4 -4 6 -2 14 9 10 12 -12 -1 -3 -8 16 21 18 20 -20 -18 24 28 -22 -7 -26 -27 -28 29 -23 right_child=5 2 3 -5 -6 15 7 -9 -10 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 23 22 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.031505994440644385 -0.00077993260026305378 -0.0027767534027980248 -0.0054085000659898682 -0.037992168649469665 0.029669595507192056 0.0013870786220142918 -0.00062597663442780943 -0.0063884992822845661 0.0055673319863632454 0.032366319890579302 -0.031693981063210856 -0.00125311936548573 -0.0005579534271704027 0.011458146836322982 0.020979553825537116 -0.031438000649081844 -0.001002414204060442 5.5236960938365532e-05 -0.00568385955559929 0.0014759316564527021 -0.00059281774592591125 0.0024091808581683861 -0.0054662820366136976 0.013798367639045812 0.0047365149992084788 -0.024637708467370165 0.043290585958921157 -0.0040972454407689944 0.0086040354703405299 -0.0027242032181391111 leaf_weight=26.479197449982166 9318.7873098179698 82.722359001636505 799.96780426800251 16.824863269925117 16.904552102088928 1913.752455547452 76.396341100335121 930.55534639954567 1915.9322994947433 12.536059483885763 40.867366075515747 179.11224111914635 158.33497175574303 201.40760296583176 37.77347631752491 11.595245890319346 3949.1439084112644 291104.71420440287 3210.4034252017736 1425.7980440184474 181.89452342689037 7822.9075651317835 470.83257199823856 242.34730829298496 291.36264684796333 55.716348811984062 11.596065014600752 1786.4494238942862 449.47793740034103 1162.991919413209 leaf_count=160 38813 354 3418 82 74 8118 368 4967 8170 58 202 756 689 854 184 176 16828 1250564 15466 5893 762 35510 1927 971 1261 270 53 7923 1865 4998 internal_value=2.16838e-05 0.00229271 -0.0021347 -0.00535481 -0.00468259 -2.4722e-06 -0.00120309 -0.00497758 0.00441382 -0.000881898 -0.00191156 -0.00690836 0.004036 0.00731376 0.00652229 3.71425e-05 3.83045e-05 -2.61858e-06 -0.00187196 -0.00348197 -0.000165206 0.000917754 0.00171329 0.00762812 -0.00102385 -0.00317473 -0.00441818 -0.00379163 0.00207155 0.0017448 internal_weight=327906 3451.09 1117.83 833.697 816.872 324454 10363.5 1044.73 2333.26 417.33 404.794 219.98 184.814 284.13 114.17 314091 314079 300114 9009.59 4636.2 4373.39 13965.1 9906.21 424.242 4058.88 2145.12 1853.76 1798.05 9435.38 8985.9 internal_count=1411734 14817 4782 3574 3492 1396917 44332 5519 10035 1865 1807 958 849 1208 552 1352585 1352409 1290484 39920 21359 18561 61925 44300 1733 17625 9507 8246 7976 42373 40508 is_linear=0 shrinkage=0.03 Tree=193 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 3 3 1 3 1 2 0 0 1 1 0 0 0 0 2 0 2 0 2 0 0 0 2 2 split_gain=18.8135 33.8942 35.5761 19.5193 21.4052 16.1384 18.0348 58.2834 23.1749 30.0084 20.2433 16.9247 76.6571 14.8829 14.779 12.6168 32.8192 24.8902 12.4236 12.0211 80.5001 75.844 73.7728 66.7438 124.695 64.1195 49.612 46.1981 79.2038 129.483 threshold=112.57336044311525 52.500000000000007 65.889682769775405 78.500000000000014 77.500000000000014 170.15808868408206 1.247500002384186 2.279500007629395 1.0000000180025095e-35 3.653500080108643 1.5000000000000002 135.51687622070315 50.500000000000007 35.500000000000007 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 53.500000000000007 49.500000000000007 52584.906250000007 80.500000000000014 3754.1591796875005 51.500000000000007 3645.8532714843755 55.500000000000007 67.500000000000014 45.500000000000007 269.47608947753912 1148.2519531250002 decision_type=2 2 2 2 2 2 2 2 2 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 18 4 -4 6 10 -8 9 -9 11 12 -2 14 15 17 -17 -1 -3 27 21 22 23 -21 -25 -22 -27 -7 -29 -30 right_child=5 2 3 -5 -6 19 7 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 25 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=0.031127376674823366 0.0073580965099716471 -0.0026939700394795502 -0.0052483662041593075 -0.037438156048633535 0.028978145465135385 4.5350862648733694e-05 0.0059684883701258615 -0.0015349591206250753 -0.0085075376838344204 0.025904805817673668 -0.0049222838010919518 -0.00081445935951211226 -0.027893918097505299 0.005400014938629326 0.031033450798501894 -0.031179444298589334 -0.0012158702699407819 -0.00054113236016046346 0.011115962866815994 0.0022985592093766115 -0.015583307833051891 -0.0025353067960455365 0.0018598359456873013 2.5889264606609402e-05 -0.0044698073866282018 0.012916280777242339 0.0035125602408679155 0.0045650332651805351 -0.0079955805930770184 -0.00094081612610435702 leaf_weight=26.004446759819984 118.03587268292904 82.706644773483276 799.64940226078033 16.565558075904846 16.790413051843643 213188.12567829085 1126.0141613855958 439.32906153798103 505.28556124866009 39.058454945683479 1523.9556031376123 6504.0670045763254 104.81672117114067 1916.0360351651907 12.679980084300039 40.304091900587082 179.06228721141815 158.35880962014198 201.37972877919674 7842.7299754470587 145.62602888047695 8682.0646026283503 22336.279574483633 33022.89124597609 6675.0063049197197 572.26966682076454 4290.9005962759256 1709.5244063585997 2868.3398441672325 12747.75221323967 leaf_count=160 488 354 3418 82 74 923323 4779 1795 2215 174 7558 26886 437 8170 58 202 756 689 854 35610 598 36587 91618 137598 31548 2421 18508 7144 13091 54539 internal_value=2.10299e-05 0.00222486 -0.00207213 -0.00519862 -0.00454448 -2.40177e-06 -0.00116736 0.00130793 -0.00402704 0.00070539 -0.00180028 -0.001093 -0.00922237 0.00428285 -0.000857605 -0.00185921 -0.00672107 0.00392571 0.00709545 3.60267e-05 0.000344276 0.000109167 0.000437737 -0.000230415 -0.00073004 0.00403177 0.00461914 -7.57223e-05 -0.0015655 -0.00223662 internal_weight=327892 3449.54 1117.09 833.005 816.44 324442 10360.6 2109.69 983.673 478.388 8250.88 6726.92 222.853 2332.45 416.41 403.73 219.366 184.363 284.086 314082 83567.8 78559 69876.9 47540.6 39697.9 5008.8 4863.17 230514 17325.6 15616.1 internal_count=1411734 14817 4782 3574 3492 1396917 44332 8963 4184 1969 35369 27811 925 10035 1865 1807 958 849 1208 1352585 354488 332961 296374 204756 169146 21527 20929 998097 74774 67630 is_linear=0 shrinkage=0.03 Tree=194 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 2 3 3 1 3 1 2 0 2 0 0 1 0 0 0 0 1 0 1 0 2 0 2 0 2 split_gain=17.7088 31.9029 33.4936 18.7538 20.8478 15.1917 16.9759 54.8432 21.8767 28.4433 19.1138 15.9407 72.243 14.6978 35.6229 20.9082 19.007 18.6556 33.6935 14.2754 13.7037 24.3003 11.6916 11.6418 11.7545 79.0377 69.8369 69.4215 62.8111 117.457 threshold=112.57336044311525 52.500000000000007 65.889682769775405 78.500000000000014 66.500000000000014 170.15808868408206 1.247500002384186 2.279500007629395 1.0000000180025095e-35 3.653500080108643 1.5000000000000002 135.51687622070315 50.500000000000007 65.889682769775405 25.500000000000004 10.500000000000002 1.0000000180025095e-35 13.500000000000002 15.500000000000002 20.500000000000004 40.500000000000007 -1.4999999999999998 53.500000000000007 82.500000000000014 49.500000000000007 52584.906250000007 80.500000000000014 3754.1591796875005 51.500000000000007 3645.8532714843755 decision_type=2 2 2 2 2 2 2 2 2 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 22 4 -4 6 10 -8 9 -9 11 12 -2 14 15 16 -1 -15 -19 -20 21 -21 -3 24 -7 26 27 28 -26 -30 right_child=5 2 3 -5 -6 23 7 8 -10 -11 -12 -13 -14 17 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.029974576595827883 0.0071384088745358783 -0.0026136478182151269 -0.0059918507572398767 -0.036904389919711705 0.010129803314888788 -7.3455312243721825e-05 0.0057868592267448062 -0.0014886288368390808 -0.0082726681475655383 0.025316284046884942 -0.0047842278218673019 -0.00079005284333987381 -0.027098436861055061 0.034250184820861229 0.0025205454786210424 -0.04540078436333328 -0.025094216102697547 -0.036306289115832294 0.02818735548422726 0.015221007749030749 0.0086596340853251196 0.00019817208943888489 0.010784528685506745 -0.016035284134471112 0.0022300221748319036 0.0040074615841206558 -0.0024305381132582989 0.0018042571581340066 2.5112579319293288e-05 -0.0043398684125993238 leaf_weight=8.8210388869047165 118.01867264509201 82.691151797771454 735.96256968379021 16.304951906204224 80.042445361614227 230507.55480560916 1126.5074258297682 439.41078551113605 504.0610686391592 38.771820977330208 1520.9402100592852 6503.8467245995998 104.65917809307575 20.740429878234863 827.75984527170658 22.30205500125885 15.646367475390434 17.0678950548172 25.849217191338539 116.35659481585026 697.35066731274128 579.70657847821712 201.34210199117661 40.565879084169865 7841.2760376483202 4978.693187572062 8666.3445346057415 22333.640634380281 33022.932485312223 6668.7119667977095 leaf_count=60 488 354 3144 82 348 998097 4779 1795 2215 174 7558 26886 437 118 3519 105 82 85 116 523 2974 2453 854 324 35610 21282 36508 91618 137598 31548 internal_value=2.03973e-05 0.00215905 -0.00201142 -0.00504702 -0.00441047 -2.3326e-06 -0.00113286 0.00126921 -0.00391195 0.000684757 -0.00174703 -0.00106028 -0.008953 0.00415582 0.00108132 -0.0243911 -0.0052407 0.00600112 0.00559321 0.00609709 0.00568729 0.00270945 0.00688389 3.49467e-05 3.70227e-05 0.000341963 0.000109584 0.000424664 -0.000223547 -0.000708261 internal_weight=327864 3447.94 1116.34 832.31 816.005 324416 10356.2 2108.75 982.244 478.183 8247.46 6726.52 222.678 2331.6 874.529 46.7695 24.4674 1457.07 1436.33 1419.26 1393.41 696.063 284.033 314060 314019 83511.6 78532.9 69866.6 47532.9 39691.6 internal_count=1411734 14817 4782 3574 3492 1396917 44332 8963 4184 1969 35369 27811 925 10035 3766 247 142 6269 6151 6066 5950 2976 1208 1352585 1352261 354164 332882 296374 204756 169146 is_linear=0 shrinkage=0.03 Tree=195 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 2 0 0 0 0 0 0 1 1 0 1 2 0 2 3 3 2 0 3 0 2 0 0 3 split_gain=12.4406 25.8951 22.3858 19.3531 18.8267 16.5929 13.6444 27.6129 19.7764 16.1857 23.1094 15.1307 14.9732 14.1475 12.8978 13.2662 12.6275 12.0866 29.9462 19.6448 27.3781 51.0384 53.7494 37.6289 25.8937 54.3201 24.4742 20.6078 48.2619 20.4518 threshold=112.57336044311525 50.500000000000007 65.889682769775405 53.500000000000007 78.500000000000014 63.500000000000007 65.889682769775405 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 20.500000000000004 39.500000000000007 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0.038524881167075163 -0.020514513606116169 5.4906554993334898e-05 0.023335887982770386 0.0046293352434197931 0.00088632845825109584 -0.0078550872609150831 0.0084536919135886936 -0.021627661219418372 -0.0044087348360966738 0.006487105278682871 0.035632130017578104 0.010587894480140881 -0.0078741649698033725 -0.010216164754477655 leaf_weight=9.3251003473997116 60927.720274671912 256.55157172679901 660.36074404418468 193.90051551163197 16.302836015820503 83.418741509318352 20.337314188480377 654.42881515622139 21.331483200192451 14.252800732851027 24.476170092821121 97.951996490359306 724.27231246232986 510.84552711248398 94.16860543191433 14.177868276834486 15.262209355831146 255545.7753109578 47.830133557319641 1150.727650642395 994.16429573297501 434.18995440751314 1305.1073304861784 71.626321390271187 2460.3422126919031 74.859031692147255 11.968423023819922 218.38695894181728 305.98437330126762 555.84169401228428 leaf_count=64 257661 1093 2832 824 83 343 116 2783 101 72 109 442 3087 2162 418 64 81 1105005 213 4867 4286 2018 5818 316 10433 326 70 906 1300 2398 internal_value=-2.1016e-05 0.00178119 -0.00151107 0.00391578 -0.00432597 -0.003715 0.00385628 0.000440806 -0.0220475 0.00557452 0.00518066 0.00557963 0.00515047 0.00168257 0.00405349 0.0116959 -0.00370938 -3.99851e-05 -0.000393684 -0.000410251 -0.000271343 0.00262007 0.00437177 -0.000626721 -0.00226807 1.60633e-05 -0.00668852 -0.00457986 -0.0001852 -0.00823362 internal_weight=327516 3411.36 1318.88 450.452 868.429 852.126 2092.48 700.348 45.9188 1392.14 1371.8 1357.55 1333.07 608.798 191.765 97.5966 24.5873 324105 68558.7 68510.9 63744.8 2817.06 2370.9 1065.79 4766.14 2305.8 446.158 1155.07 524.371 630.701 internal_count=1410291 14674 5657 1917 3740 3657 9017 3029 246 5988 5872 5800 5691 2604 825 407 145 1395617 290612 290399 270169 12508 10420 4602 20230 9797 2088 4930 2206 2724 is_linear=0 shrinkage=0.03 Tree=196 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 2 0 0 0 0 0 0 1 1 0 1 0 0 0 2 0 0 0 2 0 2 0 2 0 split_gain=11.7138 24.3826 21.0817 18.2154 18.0869 15.6233 12.8513 26.2171 18.689 15.4761 21.9945 14.2556 14.0865 13.3725 12.1733 12.7478 12.0356 11.5983 11.4273 18.9452 11.373 28.2443 19.1504 24.3955 28.6016 37.6282 116.24 53.2165 44.7275 39.745 threshold=112.57336044311525 50.500000000000007 65.889682769775405 53.500000000000007 78.500000000000014 63.500000000000007 65.889682769775405 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 20.500000000000004 39.500000000000007 -1.4999999999999998 1.0000000180025095e-35 77.500000000000014 1.0000000180025095e-35 27.500000000000004 72.500000000000014 66.500000000000014 554.91479492187511 88.500000000000014 69.500000000000014 48.500000000000007 177.51823425292972 60.500000000000007 277.04620361328131 66.500000000000014 478.39485168457037 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 6 3 -3 5 -4 7 8 16 -8 -11 -12 13 -13 15 -7 -1 -15 19 -16 21 22 23 -2 -25 28 29 -28 -26 -27 right_child=20 2 4 -5 -6 14 9 -9 -10 10 11 12 -14 17 18 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 -29 -30 -31 leaf_value=0.023442079868105224 -0.00064912078152597392 -0.0014456580119100815 -0.0057948758720341598 0.01073959453838033 -0.035765113159842439 0.0069301048763710212 0.03154034416477304 0.0019580524118604551 -0.04219990367057587 -0.032329612776365632 0.028114617523445854 0.011810856495708332 0.0078258450959429182 0.012259032940366925 -0.0087570933947488279 0.037877836203986541 -0.020106623573394954 -0.0019361150438278515 -0.023475895154811112 0.023810182460728364 5.3259489204516895e-05 0.022691365330802203 -0.0024574010873512062 -0.00098242343550774907 0.003577748992444044 -0.0063193690578365906 0.0075195694811191578 -0.00075938721975134986 -0.00455894449524761 0.022173766054097301 leaf_weight=9.1837725415825844 45849.691005930305 256.52363008260727 660.01485055685043 193.84415231645107 16.036847949028015 83.322095036506653 20.106818795204163 654.46513696014881 21.176667496562004 14.038429141044615 24.450532987713814 97.558485120534897 724.05843979120255 58.503616526722908 49.644309088587761 13.990303322672842 15.107041969895363 452.32927387952805 20.641987904906273 23.774977281689644 255545.15782757872 47.714789196848869 3836.1720492243767 6468.8400727808475 6706.7870766371489 2133.96074475348 1442.9455270171165 1354.925017863512 668.64220398664474 44.988890364766121 leaf_count=64 194353 1093 2832 824 83 343 116 2783 101 72 109 442 3087 248 221 64 81 1914 93 104 1105005 213 16213 27647 28294 9101 6067 5712 2822 190 internal_value=-2.03862e-05 0.00172906 -0.00146699 0.00379903 -0.00420111 -0.00360657 0.0037433 0.000427697 -0.0216005 0.00541161 0.00502839 0.00541489 0.00499835 0.0016333 0.00394051 0.0113794 -0.00364191 -0.000310402 -0.00375545 0.00178899 -3.87863e-05 -0.000381897 -0.000397967 -0.000275805 0.000633622 0.00147994 -0.000535743 0.00351032 0.00284009 -0.00573107 internal_weight=327509 3408.77 1317.79 450.368 867.425 851.389 2090.98 699.933 45.4675 1391.05 1370.94 1356.9 1332.45 608.391 191.374 97.3124 24.2908 510.833 94.0613 73.4193 324100 68554.7 68507 64670.8 18821.1 12352.2 4976.82 2797.87 7375.43 2178.95 internal_count=1410291 14674 5657 1917 3740 3657 9017 3029 246 5988 5872 5800 5691 2604 825 407 145 2162 418 325 1395617 290612 290399 274186 79833 52186 21070 11779 31116 9291 is_linear=0 shrinkage=0.03 Tree=197 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 2 0 0 0 0 0 0 1 1 0 1 0 1 2 0 0 0 1 0 2 0 2 0 0 split_gain=11.0292 23.1137 24.7073 16.8907 16.7936 14.9322 14.0082 24.476 17.673 14.8478 20.8857 13.4914 12.568 12.6394 11.4919 12.2565 11.4708 11.2538 10.9412 13.5072 10.9079 10.8355 17.7411 10.5609 10.7542 70.7913 54.2996 74.3548 46.6878 44.0013 threshold=112.57336044311525 52.500000000000007 65.889682769775405 78.500000000000014 63.500000000000007 53.500000000000007 65.889682769775405 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 20.500000000000004 39.500000000000007 -1.4999999999999998 1.0000000180025095e-35 77.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 -52.499999999999993 54578.230468750007 27.500000000000004 72.500000000000014 66.500000000000014 94.500000000000014 49.500000000000007 65292.480468750007 81.500000000000014 3754.1591796875005 45.500000000000007 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 6 5 4 -4 -3 7 8 16 -8 -11 -12 13 -13 15 -6 -1 -2 19 -19 -15 22 -16 24 28 26 27 -26 -20 -27 right_child=17 2 3 -5 14 -7 9 -9 -10 10 11 12 -14 20 21 -17 -18 18 23 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31 leaf_value=0.023092579519236402 0.03008874370319202 -0.0043935732209402978 -0.006360886118120827 -0.035285788956602282 0.0067300516182778455 0.01042090636284965 0.03094975214069761 0.001554084462048096 -0.041253264190070235 -0.031851930927782032 0.02730732508087998 0.011502957820465259 0.0073523744587410313 0.011884624547985898 -0.008517376142477313 0.037257126799924094 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926127 623 1914 93 104 171 227376 443 34165 96180 89469 16848 internal_value=-1.97769e-05 0.00167844 -0.00189611 -0.00453986 -0.0039356 0.00573956 0.003387 0.00037379 -0.0211654 0.00520254 0.00484164 0.00520285 0.00481171 0.00158551 0.00383038 0.0110718 -0.00357543 -3.76245e-05 -3.86618e-05 0.0123716 -0.00030113 -0.00364874 0.00173371 -4.11102e-05 -4.00893e-05 0.000242152 5.68031e-05 0.000304733 -0.000145927 0.00413219 internal_weight=327503 3406.12 1101.54 818.236 802.465 283.303 2304.58 866.487 45.0146 1438.09 1418.21 1404.39 1379.97 607.964 190.968 97.026 23.9994 324096 324085 63.9237 510.793 93.942 73.445 324021 324010 88364.5 84345.7 76255.6 235645 4018.84 internal_count=1410291 14674 4738 3531 3448 1207 9936 3739 246 6197 6081 6009 5900 2604 825 407 145 1395617 1391822 1043 2162 418 325 1390779 1390608 375012 357721 323556 1015596 17291 is_linear=0 shrinkage=0.03 Tree=198 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 2 0 0 0 0 0 0 1 1 1 0 1 2 0 0 0 0 2 0 2 3 3 2 0 split_gain=10.3846 21.7635 23.27 16.2429 15.8104 14.0551 13.1946 23.2485 16.7224 14.1938 19.886 12.7204 11.8223 11.9457 10.9319 10.8488 11.7902 10.405 13.1996 10.9212 10.2751 16.6202 10.2593 10.0962 26.7809 18.0537 25.9433 48.1929 50.6032 35.2949 threshold=112.57336044311525 52.500000000000007 65.889682769775405 78.500000000000014 63.500000000000007 53.500000000000007 65.889682769775405 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 20.500000000000004 39.500000000000007 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 77.500000000000014 -52.499999999999993 54578.230468750007 1.0000000180025095e-35 72.500000000000014 66.500000000000014 27.500000000000004 554.91479492187511 88.500000000000014 498.67184448242193 3.653500080108643 7.0125000476837167 282.77769470214849 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 6 5 4 -4 -3 7 8 14 -8 -11 -12 13 -13 -1 16 -6 18 -2 -19 21 -17 -15 24 25 26 -21 28 29 -28 right_child=17 2 3 -5 15 -7 9 -9 -10 10 11 12 -14 22 -16 20 -18 19 -20 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.022746570336399808 0.0017179462073467309 -0.004263162192326685 -0.0061738101491295907 -0.034821406803374616 0.0065357009777451628 0.010112046606271392 0.030369384400893241 0.0015073769409935695 -0.040341620911440959 -0.031386581451923461 0.026529528679030204 0.01120257246033847 0.007133710877448479 0.0115225511397418 -0.019311878162212602 -0.0082838849279701903 0.036660673394137283 0.030086114817623633 0.030163310441919094 -0.00037574670229550549 -0.022408381830713274 0.02211508339175176 -0.0018222700064201658 4.6870347925457627e-05 0.02212997740590902 -0.0021600881083038009 0.00088387218931688385 -0.0064779276848301757 0.0082351066293810254 -0.020974426990561349 leaf_weight=8.9093733578920364 40.119306673295796 89.494336187839508 611.13112238049507 15.505991026759146 83.131679877638817 193.70889794826508 19.654815778136253 821.51807425916195 20.847925990819931 13.612054318189619 24.381079792976379 96.78880962729454 771.80211380124092 58.563465401530266 14.803790733218193 49.382637932896614 13.606298819184302 10.830369912553577 23.155918573960662 60921.744685173035 20.351715132594109 24.079720616340637 452.18760795891285 255460.99153016787 47.606419816613197 4764.6089932322502 994.15164587646723 445.92100352793932 1304.1213348209858 71.249647244811058 leaf_count=64 420 383 2623 83 343 824 116 3493 101 72 109 442 3296 248 81 221 64 3795 623 257658 93 104 1914 1100174 213 20230 4286 2086 5816 316 internal_value=-1.91833e-05 0.00162931 -0.0018413 -0.00440952 -0.0038213 0.00556937 0.00328755 0.000362631 -0.0207416 0.0050504 0.00469929 0.00504922 0.00466954 0.00153912 -0.00350992 0.00372358 0.0107728 -3.64954e-05 0.0121277 -3.88709e-05 -0.00354535 0.00168038 -0.000292133 -3.98778e-05 -0.00036316 -0.000378792 -0.000245633 0.00256983 0.00427253 -0.000577921 internal_weight=327488 3403.46 1100.39 817.189 801.683 283.203 2303.07 866.079 44.5611 1436.99 1417.34 1403.72 1379.34 607.54 23.7132 190.552 96.738 324085 63.2752 324021 93.8141 73.4624 510.751 324010 68549.4 68501.8 63737.2 2815.44 2369.52 1065.4 internal_count=1410291 14674 4738 3531 3448 1207 9936 3739 246 6197 6081 6009 5900 2604 145 825 407 1395617 1043 1394574 418 325 2162 1390779 290605 290392 270162 12504 10418 4602 is_linear=0 shrinkage=0.03 Tree=199 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 0 0 0 2 0 0 0 0 0 0 1 0 0 1 1 0 0 2 0 2 0 2 2 2 0 split_gain=9.86734 12.8967 9.80561 20.6098 17.5255 16.0481 15.3352 13.0826 10.6845 22.4976 15.8317 13.5127 18.9915 11.939 11.7983 16.6885 11.0852 10.9297 10.4176 10.242 11.3468 9.90184 63.7586 51.4481 69.5404 43.8548 42.1143 98.0773 59.4603 41.0127 threshold=-52.499999999999993 54578.230468750007 112.57336044311525 50.500000000000007 65.889682769775405 78.500000000000014 53.500000000000007 63.500000000000007 65.889682769775405 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 20.500000000000004 40.500000000000007 -1.4999999999999998 34.500000000000007 43.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 77.500000000000014 49.500000000000007 65292.480468750007 81.500000000000014 3754.1591796875005 45.500000000000007 269.47608947753912 1090.4144287109377 182.46546936035159 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 -1 3 8 6 7 -5 -6 9 10 18 -10 -13 -14 15 16 -15 -16 -2 20 -9 25 23 24 -23 -4 28 -28 -27 -24 right_child=2 -3 21 4 5 -7 -8 19 11 -11 -12 12 13 14 17 -17 -18 -19 -20 -21 -22 22 29 -25 -26 26 27 -29 -30 -31 leaf_value=0.0016686570970787116 0.022403900265150382 0.030020120377506471 -1.2194475411301098e-05 -0.0013717270712370001 -0.0053128767797602904 -0.034370887180097613 0.0098126642548383349 0.0063468869392701082 0.029798785900745643 0.0018072201332660603 -0.039462307170999272 -0.030932696167351288 0.025779473706261175 -0.0082982469963402295 0.012713635883473231 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72 109 89 995 2460 416 1731 81 418 64 227376 443 34167 96180 15439 12331 54900 6799 17017 internal_value=-1.86074e-05 0.0118868 -2.08852e-05 0.00158163 -0.00136065 -0.00386038 0.00343967 -0.0033127 0.00343539 0.000409748 -0.0203284 0.00495874 0.00460592 0.00495744 0.00457654 0.0018591 0.0125742 0.00751346 -0.00344535 0.00361997 0.0104821 -3.77047e-05 0.000233119 5.70526e-05 0.000298389 -0.00013926 -0.0014574 -0.00224109 0.000876929 0.00392136 internal_weight=327480 62.6432 327418 3400.78 1314.47 864.359 450.108 849.117 2086.32 698.658 44.1078 1387.66 1368.22 1354.82 1330.48 691.064 109.995 639.421 23.4321 190.128 96.4491 324017 88366.4 84340.2 76250.8 235651 20718.9 15511.4 5207.53 4026.16 internal_count=1410291 1043 1409248 14674 5657 3740 1917 3657 9017 3029 246 5988 5872 5800 5691 2965 505 2726 145 825 407 1394574 375183 357723 323556 1019391 89469 67231 22238 17460 is_linear=0 shrinkage=0.03 Tree=200 num_leaves=31 num_cat=0 split_feature=1 0 2 1 1 0 2 1 0 2 2 2 1 0 0 2 2 2 0 0 2 1 2 0 1 2 2 0 2 0 split_gain=14.1491 14.3911 13.6326 13.0042 15.5507 52.5143 40.3917 21.1043 28.215 16.3436 24.4642 20.1705 19.9356 24.7457 25.4038 15.4453 24.342 20.4456 28.6919 21.4811 15.1522 14.2007 20.2651 25.9037 16.5599 14.1171 13.7005 13.0938 13.0764 17.9399 threshold=-16.499999999999996 2.5000000000000004 228.7239685058594 34.500000000000007 10.500000000000002 22.500000000000004 4406.9799804687509 18.500000000000004 40.500000000000007 2534.145385742188 245.54866027832034 8136.8720703125009 23.500000000000004 28.500000000000004 37.500000000000007 72077.554687500015 32150.583984375004 12812.083496093752 13.500000000000002 15.500000000000002 13381.118652343752 88.500000000000014 45803.917968750007 87.500000000000014 68.500000000000014 20329.439453125004 32150.583984375004 32.500000000000007 3673.1176757812505 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 -1 -3 4 -2 6 -6 -7 9 10 -9 28 13 -13 -15 16 17 18 -8 -19 -14 22 23 -5 -24 -21 27 -22 29 -11 right_child=3 2 -4 21 5 7 15 8 -10 11 -12 12 20 14 -16 -17 -18 19 -20 25 26 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017813206191923055 6.9051248278318877e-06 0.01284573837279639 0.0015006500208924168 0.0037786668495888675 -0.0078952222149374779 -0.0042571539472558784 -0.028487243963921566 0.026522369971930915 -0.0035597430127704411 -0.015935619963985063 -0.0092527144986660221 0.0065095643569990464 -0.019459193190511582 -0.024675604243168971 0.019175100101950813 -0.0028490593206195844 0.020790222664252178 0.011809819871574536 0.014200957382729322 -0.033236631064043475 0.026197199148487279 -0.01852806119861999 0.0075440463080410037 -0.021579110597190556 0.036194275099431766 -0.0016843789859757984 -0.003304906100377647 0.0052810535685286677 0.01338905840033143 0.0090575122312154203 leaf_weight=53.470381210325286 318687.54555617319 100.17338611185551 1969.3878702819347 869.37144157290459 148.84137293696404 2995.5481786206365 15.157811149954794 19.542412489652634 1073.030978910625 36.423144847154617 143.72765231132507 63.324977949261665 17.62692703306675 77.033961862325668 14.060415536165236 76.809061601758003 170.17330330610275 37.218472450971603 217.55883598327637 26.686736017465591 54.462067872285843 25.920816922560334 46.022312082350254 37.834052741527557 29.988002315163612 24.459398984909058 48.820721596479416 53.297641813755035 290.77720013260841 89.021613031625748 leaf_count=1362 1366724 530 11186 3573 733 14474 61 110 5026 173 744 255 72 336 64 309 684 150 873 107 220 258 195 170 129 98 196 216 1177 365 internal_value=5.64691e-06 0.0024468 0.00204979 -1.02806e-05 -2.08587e-05 -0.00157488 0.00601625 -0.0026684 -0.000266167 0.00362551 -0.00497066 0.00550979 -4.61435e-05 -0.00789429 -0.0179072 0.00966127 0.0116173 0.00675563 0.0114205 -0.00552973 0.00691054 0.00338999 0.00396783 0.00272115 0.0188473 -0.0181475 0.0098791 0.0158521 0.00989645 0.0018007 internal_weight=327513 2123.03 2069.56 325390 324381 5693.6 716.905 4976.7 1981.15 908.119 163.27 744.849 328.627 154.419 91.0944 568.064 491.255 321.081 232.717 88.3646 174.207 1009.14 983.216 907.205 76.0103 51.1461 156.58 107.76 416.222 125.445 internal_count=1410570 13078 11716 1397492 1393167 26443 3015 23428 8954 3928 854 3074 1359 655 400 2282 1973 1289 934 355 704 4325 4067 3743 324 205 632 436 1715 538 is_linear=0 shrinkage=0.03 Tree=201 num_leaves=31 num_cat=0 split_feature=1 0 2 1 1 0 2 1 0 2 2 2 1 0 0 2 2 2 0 0 2 1 2 0 2 2 0 2 0 1 split_gain=13.3329 13.8112 12.933 12.2451 14.652 49.4749 38.0462 19.8865 26.5722 15.4 22.8591 18.9857 18.7961 23.4077 24.0604 14.5501 22.9605 19.2522 27.0315 20.2071 14.2697 13.6302 15.8299 24.5111 13.261 12.6929 12.6958 12.2997 16.938 13.8811 threshold=-16.499999999999996 2.5000000000000004 228.7239685058594 34.500000000000007 10.500000000000002 22.500000000000004 4406.9799804687509 18.500000000000004 40.500000000000007 2534.145385742188 245.54866027832034 8136.8720703125009 23.500000000000004 28.500000000000004 37.500000000000007 72077.554687500015 32150.583984375004 12812.083496093752 13.500000000000002 15.500000000000002 13080.345703125002 92.500000000000014 45803.917968750007 74.500000000000014 20329.439453125004 32150.583984375004 32.500000000000007 3673.1176757812505 26.500000000000004 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 -1 -3 4 -2 6 -6 -7 9 10 -9 27 13 -13 -15 16 17 18 -8 -19 -14 22 23 -5 -21 26 -22 28 29 -11 right_child=3 2 -4 21 5 7 15 8 -10 11 -12 12 20 14 -16 -17 -18 19 -20 24 25 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017548217707587875 6.6980683766774958e-06 0.012540185434933099 0.0014567067238217709 0.0048274449780570643 -0.0076835246393560097 -0.0041350514818318945 -0.027693402199198823 0.025369297314186481 -0.0034558021207760615 0.0026688629769211639 -0.0090118321743341313 0.0063119883706446089 -0.019729112383785632 -0.024103770147084928 0.018478258874638945 -0.0027640681703189063 0.020194901784977536 0.011467553062055299 0.013784044766627385 -0.032206603299318001 0.025321264065042447 -0.023906425769565681 0.016365831860182881 -0.0082858945578876426 -0.0016337703954289054 -0.0032055063747157379 0.0048066419143362703 0.012994067394264822 0.0087807500060794914 -0.034495471453456598 leaf_weight=52.661818149033934 318687.4990303365 99.545416131615639 1967.9549907185137 755.53830723464489 148.36139807105064 2991.5443759784102 15.125036329030989 19.813471868634224 1072.159063629806 18.44376514852047 143.15121926367283 63.347586289048195 16.619565516710281 76.50375585258007 14.151511296629904 76.795911476016045 169.93765462934971 37.18002513051033 217.41709503531456 26.71356737613678 55.086390033364296 16.31577980145812 81.963935069739819 154.52273817360401 24.460533514618874 48.824509918689728 53.536968603730202 290.62990884482861 89.071892097592354 17.749904081225395 leaf_count=1362 1366724 530 11186 3110 733 14474 61 110 5026 88 744 255 68 336 64 309 684 150 873 107 223 211 352 652 98 196 217 1177 365 85 internal_value=5.47684e-06 0.00237679 0.00199035 -9.97439e-06 -2.02353e-05 -0.00152962 0.00584328 -0.00259165 -0.000258678 0.00352091 -0.00483173 0.00535055 -4.53894e-05 -0.00767963 -0.0174566 0.00937878 0.0112787 0.00655686 0.0110863 -0.00536423 0.00670886 0.00329087 0.00373818 0.00260088 -0.0175932 0.00949954 0.0152103 0.00960702 0.00174869 -0.0155571 internal_weight=327503 2120.16 2067.5 325382 324374 5686.63 715.991 4970.63 1979.09 906.93 162.965 743.966 328.07 154.003 90.6553 567.63 490.834 320.896 232.542 88.3541 174.067 1008.34 992.025 910.061 51.1741 157.448 108.623 415.895 125.266 36.1937 internal_count=1410570 13078 11716 1397492 1393167 26443 3015 23428 8954 3928 854 3074 1359 655 400 2282 1973 1289 934 355 704 4325 4114 3762 205 636 440 1715 538 173 is_linear=0 shrinkage=0.03 Tree=202 num_leaves=31 num_cat=0 split_feature=1 0 2 1 1 0 2 1 0 2 2 2 0 1 0 0 2 2 2 2 2 0 0 1 2 1 2 0 2 1 split_gain=12.5633 13.2506 12.2678 11.5286 13.8053 46.6132 35.8405 18.7374 25.025 14.5113 21.3717 18.0964 21.1742 27.3838 18.9376 17.1687 15.2951 14.7135 13.7096 21.6625 18.1302 25.4719 19.0134 13.6764 13.6629 12.9999 14.9519 23.8241 12.4683 12.3024 threshold=-16.499999999999996 2.5000000000000004 228.7239685058594 34.500000000000007 10.500000000000002 22.500000000000004 4406.9799804687509 18.500000000000004 40.500000000000007 2534.145385742188 245.54866027832034 5797.4450683593759 28.500000000000004 22.500000000000004 37.500000000000007 26.500000000000004 3912.1914062500005 13381.118652343752 72077.554687500015 32150.583984375004 12812.083496093752 13.500000000000002 15.500000000000002 23.500000000000004 68839.980468750015 92.500000000000014 45803.917968750007 87.500000000000014 20329.439453125004 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 -1 -3 4 -2 6 -6 -7 9 10 -9 15 24 14 -14 16 23 -15 19 20 21 -8 -22 -11 -13 26 27 29 -24 -5 right_child=3 2 -4 25 5 7 18 8 -10 11 -12 12 13 17 -16 -17 -18 -19 -20 -21 22 -23 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.017283882072105246 6.4970985967634888e-06 0.012240783345584727 0.0014140207046042534 0.0043201342392272177 -0.0074770249451619579 -0.0040163215360973841 -0.026930555862112279 0.024286921026911282 -0.0033548308953241989 0.001883140265975332 -0.0087765592797981566 0.011717567940097533 -0.025482151487832012 -0.017436206553040814 0.013642753048404113 0.013112838892300362 0.019897445973120764 0.0066853666541636372 -0.0026816081270095793 0.019619925898915654 0.011135613654906297 0.013380413359695472 -0.031226138666972676 -0.034746919923558224 -0.020758375921078809 -0.02360251738628133 0.015917415605948931 -0.019941524596290366 -0.0015846868242547125 -0.013459530918382756 leaf_weight=51.875202874885872 318687.45349222911 98.930278137326241 1966.5636150538921 832.73196163773537 147.89228388667107 2987.6408521458507 15.087435662746428 20.071541756391525 1071.3084242641926 18.706605598330498 142.58768349885941 150.57129776477814 67.449779018759727 27.592188030481339 13.335654839873312 289.84221115708351 14.97276723384857 129.91951829195023 76.782860785722733 169.67424033582211 37.140274375677109 217.25878745317459 26.725551381707191 18.001361832022667 12.637572661042212 16.034370481967926 81.748092249035835 40.591175988316536 24.461600929498672 36.56346321105957 leaf_count=1362 1366724 530 11186 3423 733 14474 61 110 5026 89 744 605 299 115 61 1178 60 529 309 684 150 873 107 87 51 211 352 189 98 150 internal_value=5.31148e-06 0.00230869 0.00193259 -9.67771e-06 -1.96308e-05 -0.00148567 0.00567573 -0.00251708 -0.000251433 0.00341947 -0.00469665 0.0051962 0.000878243 -0.00482328 -0.0190236 0.0102725 -0.00565675 0.00245986 0.00910561 0.0109514 0.00636466 0.0107628 -0.00520473 -0.01608 0.00920289 0.00319421 0.0036275 0.00252332 -0.0170609 0.0035723 internal_weight=327492 2117.37 2065.49 325375 324367 5679.66 715.023 4964.64 1977 905.688 162.659 743.029 401.506 238.297 80.7854 341.523 51.6807 157.512 567.131 490.348 320.674 232.346 88.3274 36.708 163.209 1007.67 991.635 909.887 51.1872 869.295 internal_count=1410570 13078 11716 1397492 1393167 26443 3015 23428 8954 3928 854 3074 1660 1004 360 1414 236 644 2282 1973 1289 934 355 176 656 4325 4114 3762 205 3573 is_linear=0 shrinkage=0.03 Tree=203 num_leaves=31 num_cat=0 split_feature=1 0 2 1 1 0 2 1 0 2 2 2 0 1 2 0 0 2 2 2 0 0 1 2 1 2 0 1 1 1 split_gain=11.8376 12.7089 11.6354 10.855 13.0076 43.9183 33.7655 17.6535 23.5673 13.6737 19.9915 17.0648 19.5009 26.8197 16.2302 15.9518 14.8984 12.9199 20.4423 17.075 24.0063 17.8942 12.7879 12.7471 12.4908 17.4001 22.6016 15.9398 11.813 14.9839 threshold=-16.499999999999996 2.5000000000000004 228.7239685058594 34.500000000000007 10.500000000000002 22.500000000000004 4406.9799804687509 18.500000000000004 40.500000000000007 2534.145385742188 245.54866027832034 5664.3623046875009 28.500000000000004 23.500000000000004 3673.1176757812505 37.500000000000007 26.500000000000004 72077.554687500015 32150.583984375004 12812.083496093752 13.500000000000002 15.500000000000002 23.500000000000004 68839.980468750015 88.500000000000014 45803.917968750007 87.500000000000014 68.500000000000014 56.500000000000007 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 -1 -3 4 -2 6 -6 -7 9 10 -9 14 23 15 16 -14 22 18 19 20 -8 -21 -11 -13 25 26 28 -27 -5 -30 right_child=3 2 -4 24 5 7 17 8 -10 11 -12 12 13 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.017020259502796016 6.3022080473171203e-06 0.011947419540604513 0.0013725576785181095 0.0052793171905771786 -0.0072756113096757438 -0.0039008766843428742 -0.026196552876117364 0.023268922143257827 -0.003256747200994978 0.0025275831228227541 -0.0085467840634159895 0.011191135633140553 -0.022244122324057897 0.0036858441275292747 0.01524514013805043 0.009774776420086187 0.0081137436240853889 -0.0026016057477977758 0.019064209301878316 0.010813626985733406 0.012989510134482095 -0.016549268841401014 -0.033390942187065939 -0.020166717364091188 -0.017806554541082053 0.0063968502721254141 -0.020383106327168964 0.034671889921044093 -0.023118255236540104 0.00041110837764409566 leaf_weight=51.110004674410447 318687.40922675258 98.32793715596199 1965.2125852070749 684.96528139710426 147.43391260504723 2983.8357593938708 15.045499354600905 20.317316636443138 1070.4787048026919 18.477307632565498 142.03691552579403 154.74424040317535 80.403258770704269 145.11369904875755 207.34605211019516 16.956913813948631 89.179365202784538 76.769924506545067 169.38596099615097 37.09940442442894 217.08564232289791 51.186580315232277 17.248314410448074 12.618378028273581 25.077520048245788 45.708518795669079 37.299945771694183 29.540895521640778 28.886632323265076 155.38607060909271 leaf_count=1362 1366724 530 11186 2824 733 14474 61 110 5026 88 744 622 357 589 840 77 365 309 684 150 873 205 85 51 258 195 170 129 117 632 internal_value=5.15082e-06 0.00224247 0.00187645 -9.39013e-06 -1.90444e-05 -0.00144298 0.00551337 -0.00244462 -0.000244416 0.00332092 -0.00456531 0.00504627 0.000950157 -0.0044866 0.0100989 -0.0166675 0.00155593 0.00884133 0.0106349 0.00617874 0.0104497 -0.00505087 -0.0148139 0.0088269 0.00310073 0.00363476 0.0024841 0.0174969 0.00346536 -0.00327736 internal_weight=327482 2114.65 2063.54 325367 324360 5672.76 714.007 4958.76 1974.92 904.442 162.354 742.088 409.836 242.474 332.251 97.3602 124.905 566.573 489.803 320.417 232.131 88.286 35.7256 167.363 1006.86 981.787 906.538 75.2494 869.238 184.273 internal_count=1410570 13078 11716 1397492 1393167 26443 3015 23428 8954 3928 854 3074 1696 1023 1378 434 538 2282 1973 1289 934 355 173 673 4325 4067 3743 324 3573 749 is_linear=0 shrinkage=0.03 Tree=204 num_leaves=31 num_cat=0 split_feature=1 0 2 1 1 0 2 2 2 0 2 0 2 0 2 0 2 2 2 2 0 3 2 1 0 1 0 2 2 0 split_gain=11.1535 12.1857 11.0341 10.2209 12.2556 41.5234 44.7802 49.8156 18.1322 88.1426 47.1663 37.8258 30.7455 26.413 26.2274 24.5767 18.2358 29.0673 22.0906 26.1295 43.3653 18.4233 17.4803 16.971 16.6507 16.5944 19.0322 34.4548 18.5934 16.4675 threshold=-16.499999999999996 2.5000000000000004 228.7239685058594 34.500000000000007 10.500000000000002 32.500000000000007 3673.1176757812505 317.97758483886724 4973.6452636718759 48.500000000000007 8322.3417968750018 41.500000000000007 3365.596557617188 77.500000000000014 94341.222656250015 88.500000000000014 3575.3942871093755 308.83364868164068 586.10861206054699 2320.079467773438 55.500000000000007 1.1054999828338625 9078.9726562500018 32.500000000000007 68.500000000000014 16.500000000000004 18.500000000000004 10240.441894531252 5922.5739746093759 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 -1 -3 4 -2 6 7 -6 11 10 -10 12 -7 -11 15 22 17 -13 21 -20 -21 -19 -15 29 -18 26 28 -28 -8 -12 right_child=3 2 -4 -5 5 8 25 -9 9 13 23 16 -14 14 -16 -17 24 18 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.016757412755307129 6.1130779891565415e-06 0.011659987198331103 0.0013322839735235817 0.0030098935776046555 0.031013527186731917 -0.001370935919872261 -0.025375336501268098 -0.0077388148560093096 -0.029281125454868509 0.0058299390585491656 -0.017071923796697624 -0.0088623022857138335 0.011851982435061579 -0.022266447698092291 0.0081116914772794216 -0.028467822737953813 -0.0063973697960799545 -0.011316432159257846 -0.0070542318608322174 0.01064088434368995 -0.0068985113079889039 0.01759350085393686 0.0020319255923231922 0.010963166327145404 -0.021611365928465957 0.0091446719235844364 0.0059720037466042038 -0.011362966219410981 0.0097431029132566856 -0.0056288870290907862 leaf_weight=50.36569751589559 318687.36677615414 97.73833854496479 1963.9007671885192 1006.1376246009022 31.89804482460022 346.60181134939194 14.247703760862349 466.03755049407482 143.06667736172676 438.71643616259098 220.80903771519661 410.94274553656578 291.2405814230442 37.49731919169426 81.439396217465401 58.199427127838135 383.49254256486893 24.444246917963028 381.75814321637154 302.20684199035168 218.66734601557255 105.29786320030689 92.079524531960487 33.36576534807682 77.892428413033485 572.44007247686386 228.64806708693504 188.07107685506344 284.62800490856171 232.21650661528111 leaf_count=1362 1366724 530 11186 4325 180 1837 58 2372 742 1799 992 2690 1196 152 336 255 2011 147 1811 1242 922 581 373 135 377 2317 920 772 1150 1076 internal_value=4.99555e-06 0.00217807 0.0018219 -9.11054e-06 -1.84754e-05 -0.00140149 0.00238388 -0.00525632 -0.00314393 -0.00597167 -0.0141393 -0.00165653 0.00466668 0.0012906 -0.00610675 -0.0122734 -0.00377403 -0.00211437 0.000571687 -0.00109207 0.0032777 0.0121467 -0.00499961 -0.00968554 -0.00896584 0.00533746 0.00229189 -0.00185151 0.00806897 -0.0112063 internal_weight=327471 2112 2061.64 325359 324353 5665.91 1785.97 497.936 3879.93 1337.39 629.458 2542.54 637.842 707.932 269.216 187.776 1904.7 1443.32 1032.37 902.632 520.874 129.742 129.577 486.391 461.385 1288.03 715.595 416.719 298.876 453.026 internal_count=1410570 13078 11716 1397492 1393167 26443 7769 2552 18674 5860 2945 12814 3033 2915 1116 780 9781 7393 4703 3975 2164 728 525 2203 2388 5217 2900 1692 1208 2068 is_linear=0 shrinkage=0.03 Tree=205 num_leaves=31 num_cat=0 split_feature=0 2 2 0 3 2 2 2 0 0 0 2 2 0 2 0 0 2 2 2 1 1 2 2 2 2 2 0 0 2 split_gain=15.6004 16.6503 33.1865 13.8143 13.5843 86.0175 127.312 38.3552 147.954 34.9677 31.3172 70.371 32.3465 28.681 23.1315 45.2187 36.549 42.8134 42.8093 43.9673 52.2302 49.5351 24.4763 22.5784 22.6906 26.3547 24.295 59.6632 55.1629 43.8266 threshold=94.500000000000014 4063.8671875000005 94341.222656250015 98.500000000000014 14.476500034332277 32150.583984375004 13381.118652343752 99998.222656250015 58.500000000000007 64.500000000000014 80.500000000000014 32150.583984375004 23051.732421875004 84.500000000000014 13908.505371093752 2.5000000000000004 2.5000000000000004 19191.198242187504 20329.439453125004 16701.354492187504 1.0000000180025095e-35 1.0000000180025095e-35 14858.619628906252 269.47608947753912 554.91479492187511 441.73387145996099 9078.9726562500018 84.500000000000014 86.500000000000014 1148.2519531250002 decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 10 -9 -10 -1 12 23 -11 15 -8 18 22 19 21 -21 -16 -18 -12 25 -25 28 -28 -26 -30 right_child=1 2 -4 -5 5 -7 14 8 9 13 11 -13 -14 -15 16 -17 17 -19 -20 20 -22 -23 -24 24 26 -27 27 -29 29 -31 leaf_value=7.3460588404728144e-05 0.0072259341133987251 -0.012655968485594207 -0.00042553226439856235 -0.019540673095215923 0.00075368124749868222 0.0019284462206484191 -0.024632495279928796 -0.0037582370835912539 0.020907755296830928 1.0423081568512175e-05 -0.018807949777987224 0.0039850163619905479 -0.011458775582822872 0.0081173734225637503 0.027939669254698561 0.019022615706605624 -0.0021451696556255367 -0.0053543458474869599 -0.0053425478492750977 0.014301971863307415 0.093430692774168184 -0.012056737611534996 -0.017684395231378443 -0.00081701481161781898 -0.0062657654513309747 0.020146473165421751 0.0061405932359567175 -0.0038143193423086355 0.0099215860553591665 -0.002142945658897645 leaf_weight=283274.10808107117 165.0517145767808 344.38178782910109 475.18805457092822 19.392242908477783 5611.8118526507169 16658.673714817502 141.27075360529125 7552.4755917564034 129.9250133484602 674.62402801215649 75.480059593915939 1601.2939733117819 381.29463508725166 940.0221850425005 51.173222474753857 25.157361313700676 111.86797554790974 1481.9776598438621 272.9458934776485 18.478057694621384 12.645162403583528 61.194609366357327 494.46544510871172 146.29731512069702 2980.0527719259262 85.524810492992401 857.64858305454254 1471.5188095569611 361.59595954418182 1081.5467323660851 leaf_count=1197510 743 1558 2214 105 27832 90602 1492 30633 566 2894 338 6723 1561 4138 490 115 521 6737 1826 334 85 423 2244 627 12601 371 3481 6029 1579 4668 internal_value=1.81132e-06 -0.003732 -0.00556474 0.00441172 1.32912e-05 0.00068615 -0.00181235 -4.23503e-05 -0.00193933 0.00593497 1.79825e-05 -0.00172002 -0.00294775 0.00473016 -0.00720326 -0.0180336 -0.00648363 -0.00810192 0.00163157 0.0148976 0.0464515 0.00615795 -0.0148174 -0.00248806 -0.00231169 0.00691692 -0.00262853 -0.00014871 -0.00393435 0.000879961 internal_weight=327559 1004.01 819.57 184.444 326555 24941.7 8282.99 301613 9297.05 1744.57 292316 9042.25 7440.96 1614.65 2671.18 166.428 2504.75 2088.31 416.437 143.491 31.1232 112.368 606.333 7059.67 6984.18 231.822 6752.36 2329.17 4423.2 1443.14 internal_count=1411040 4620 3772 848 1406420 132701 42099 1273719 38231 7598 1235488 37978 31255 7032 14267 1607 12660 9502 3158 1332 419 913 2765 29694 29356 998 28358 9510 18848 6247 is_linear=0 shrinkage=0.03 Tree=206 num_leaves=31 num_cat=0 split_feature=0 2 2 0 3 2 2 2 0 0 0 2 2 0 1 0 2 2 2 2 3 0 0 2 2 2 2 0 3 2 split_gain=14.6913 15.6788 31.3243 13.0583 12.7854 80.9749 120.352 36.1076 139.335 33.1887 29.4771 66.2417 30.5112 27.0793 21.9678 21.9301 129.093 83.723 69.9765 49.0006 121.512 82.6032 38.6072 86.8157 62.2327 38.2482 46.1542 101.685 57.0745 314.947 threshold=94.500000000000014 4063.8671875000005 94341.222656250015 98.500000000000014 14.476500034332277 32150.583984375004 11197.012207031252 99998.222656250015 58.500000000000007 64.500000000000014 80.500000000000014 32150.583984375004 22283.848632812504 84.500000000000014 2.5000000000000004 17.500000000000004 13381.118652343752 1850.3489990234377 7113.1401367187509 9759.5722656250018 1.6674999594688418 50.500000000000007 13.500000000000002 11728.783203125002 9759.5722656250018 1148.2519531250002 1499.682556152344 52.500000000000007 1.7404999732971194 4784.4965820312509 decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 10 14 -10 15 12 -12 -11 -9 16 17 -1 -19 25 21 -21 23 -20 -24 -17 27 -27 29 -28 right_child=1 2 -4 -5 5 -7 -8 8 9 13 11 -13 -14 -15 -16 19 -18 18 22 20 -22 -23 24 -25 -26 26 28 -29 -30 -31 leaf_value=0.0011173444444554834 0.0070054694336527798 -0.012302233112297891 -0.00041275917609009575 -0.019114197724008256 0.00095020765332315285 0.0018715589150372436 -0.0065874406661529522 -0.0031445678052301721 0.020396648235095828 1.0110567821423769e-05 -0.0023873865129422907 0.0038682860275267945 -0.010668277099817896 0.0078909654925896026 -0.008861675459585501 -0.00031026123506544247 0.0027590114050603685 -0.0039711000591050767 0.0012458269684675735 -0.00066498332681131983 -0.002143873400334291 0.004041990000521036 -0.0042049302458011658 -0.010318976923230338 0.0031612887289831719 0.0055794149914813879 0.00073189256950450849 -0.0047994464510551678 0.0011919166626945799 -0.005443657576976217 leaf_weight=15056.966323427856 165.13724229484797 343.66651806235313 475.19629212841392 19.232620105147362 5305.096851346083 16650.207088454627 2975.8569516120479 6886.8430070802569 129.19644758105278 674.62239748239517 7014.1653903871775 1600.1442857533693 424.69591720402241 938.01442447304726 663.13326795399189 88132.289720535278 16982.789686731994 8057.5715939442161 1543.1045874506235 7997.4472608715296 27397.394352450967 5781.0375834181905 1365.7119893878698 940.12475240975618 4227.1057062670588 3941.2205898165703 47010.501490853727 1083.0332763940096 44929.537700161338 8828.1423888355494 leaf_count=67121 743 1558 2214 105 26245 90602 15854 27927 566 2894 29517 6723 1738 4138 2706 373302 70985 38328 6548 32652 111114 23817 5646 3948 17608 16576 202325 4526 185725 37289 internal_value=1.75458e-06 -0.00362305 -0.00540262 0.00428079 1.28912e-05 0.000665814 -0.00175853 -4.10804e-05 -0.00188217 0.00576624 1.74427e-05 -0.00166904 -0.00286016 0.00459413 -0.00364672 7.12568e-05 0.000654382 -0.000491556 -0.00199309 -4.82287e-05 -0.000988147 0.00130992 -1.9602e-05 -0.00313249 0.00136253 0.000151343 0.000535891 0.00334214 0.000395973 -0.000244468 internal_weight=327539 1003.23 818.863 184.37 326536 24931.2 8280.95 301605 9291.81 1741.83 292313 9039.01 7438.86 1612.64 7549.98 283274 48173.4 31190.6 16133.6 235101 41175.9 13778.5 8076.05 2483.23 5592.82 193925 105792 5024.25 100768 55838.6 internal_count=1411040 4620 3772 848 1406420 132701 42099 1273719 38231 7598 1235488 37978 31255 7032 30633 1197510 210184 139199 72078 987326 167583 56469 33750 10496 23254 819743 446441 21102 425339 239614 is_linear=0 shrinkage=0.03 Tree=207 num_leaves=31 num_cat=0 split_feature=0 2 2 0 3 2 2 2 0 0 0 2 2 0 2 0 0 2 2 2 1 1 2 2 2 2 2 0 0 2 split_gain=13.8353 14.7641 29.5666 12.3437 12.0339 76.215 113.293 33.9924 131.22 31.503 27.7409 62.3471 28.6958 25.5657 22.428 43.2075 34.2743 40.4664 40.3032 40.0812 47.2516 44.9479 23.0186 21.371 21.3506 24.8148 22.9416 56.1012 51.9627 41.221 threshold=94.500000000000014 4063.8671875000005 94341.222656250015 98.500000000000014 14.476500034332277 32150.583984375004 13381.118652343752 99998.222656250015 58.500000000000007 64.500000000000014 80.500000000000014 32150.583984375004 23051.732421875004 84.500000000000014 13908.505371093752 2.5000000000000004 2.5000000000000004 20329.439453125004 19191.198242187504 16701.354492187504 1.0000000180025095e-35 1.0000000180025095e-35 14858.619628906252 269.47608947753912 554.91479492187511 441.73387145996099 9078.9726562500018 84.500000000000014 86.500000000000014 1148.2519531250002 decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 10 -9 -10 -1 12 23 -11 15 -8 17 19 22 20 -16 -21 -18 -12 25 -25 28 -28 -26 -30 right_child=1 2 -4 -5 5 -7 14 8 9 13 11 -13 -14 -15 16 -17 18 -19 -20 21 -22 -23 -24 24 26 -27 27 -29 29 -31 leaf_value=6.9125725850046395e-05 0.006791959496253097 -0.011958376869958735 -0.00040036905455714014 -0.01869576096356837 0.00071503585616726397 0.0018163243469780305 -0.024073579671458449 -0.0035385773596092662 0.019899092912524161 9.807362634237686e-06 -0.018254755533668777 0.0037549219605960693 -0.010788544530391608 0.0076706260769605671 0.027682749395070635 0.018661799166995733 -0.0018817452789636078 -0.0049886799705965964 -0.0049887457820046695 0.014157417230897081 -0.011621916638282737 0.086664506184742501 -0.016945910809762661 -0.00072101479101436378 -0.0060113895779021365 0.019625130062576959 0.0060307865478142373 -0.0036225222054514401 0.0096911968524134411 -0.0020077918536878922 leaf_weight=283253.39078360214 165.21735104173422 342.95296434313059 475.20426351763308 19.07558585703373 5610.8320553675294 16641.972973377444 139.09687161073089 7547.335623010993 128.4652510881424 674.6208199262619 75.144069388508797 1599.017774745822 381.51431247591972 936.04069873690605 50.472147429361939 25.141024529933929 111.94826900959015 272.73290508985519 1484.0839378908277 18.365581652149558 60.554448559880257 13.243280723690988 494.76014702767134 146.27219298481941 2977.5199929177761 85.475645124912262 857.61885595321655 1471.4959776848555 361.75683641433716 1081.1526712030172 leaf_count=1197510 743 1558 2214 105 27832 90602 1492 30633 566 2894 338 6723 1561 4138 490 115 521 1826 6737 334 423 85 2244 627 12601 371 3481 6029 1579 4668 internal_value=1.70487e-06 -0.00351728 -0.00524522 0.00415381 1.25092e-05 0.000646059 -0.00170571 -3.98492e-05 -0.00182673 0.00560222 1.69224e-05 -0.00161933 -0.00277469 0.00446191 -0.00679199 -0.0175318 -0.00608817 0.001783 -0.0076519 0.0147311 0.00624579 0.044536 -0.0141663 -0.00234142 -0.00217013 0.00678326 -0.00247755 -6.80132e-05 -0.00374713 0.000925302 internal_weight=327502 1002.45 818.157 184.293 326500 24923.2 8281.23 301577 9286.46 1739.13 292290 9036.97 7437.95 1610.66 2670.4 164.238 2506.16 415.368 2090.79 142.635 111.027 31.6089 606.708 7056.44 6981.29 231.748 6749.54 2329.11 4420.43 1442.91 internal_count=1411040 4620 3772 848 1406420 132701 42099 1273719 38231 7598 1235488 37978 31255 7032 14267 1607 12660 3158 9502 1332 913 419 2765 29694 29356 998 28358 9510 18848 6247 is_linear=0 shrinkage=0.03 Tree=208 num_leaves=31 num_cat=0 split_feature=0 2 2 0 3 2 2 2 0 0 0 2 2 0 0 2 0 2 2 2 1 2 2 0 2 2 0 0 2 2 split_gain=13.0291 13.9027 27.9073 11.6681 11.3262 71.7455 107.103 32.0001 123.575 29.9049 26.1111 58.6886 27.0941 24.1354 21.0097 68.566 28.6617 246.716 106.913 106.527 96.3698 76.1762 107.535 67.2674 149.278 67.9489 60.8104 49.2356 37.9022 37.0822 threshold=94.500000000000014 4063.8671875000005 94341.222656250015 98.500000000000014 14.476500034332277 32150.583984375004 11197.012207031252 99998.222656250015 58.500000000000007 64.500000000000014 80.500000000000014 32150.583984375004 22283.848632812504 84.500000000000014 1.5000000000000002 99998.222656250015 3.5000000000000004 65292.480468750007 58553.552734375007 54578.230468750007 1.0000000180025095e-35 79088.097656250015 99998.222656250015 4.5000000000000009 47761.341796875007 37956.898437500007 2.5000000000000004 2.5000000000000004 72077.554687500015 89168.484375000015 decision_type=2 2 2 2 2 2 2 2 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 7 6 -6 10 -9 -10 -1 12 -12 -11 15 -7 17 20 19 23 -16 26 29 24 25 -18 -19 -24 -28 -23 right_child=1 2 -4 -5 5 14 -8 8 9 13 11 -13 -14 -15 16 -17 18 21 -20 -21 -22 22 27 -25 -26 -27 28 -29 -30 -31 leaf_value=6.7051995216875862e-05 0.006585163531992004 -0.011624085207492025 -0.00038835177540279378 -0.01828515330871381 0.00090043647510370086 -0.0090677519483939855 -0.0062110746334313781 -0.0034335500644784751 0.019414486552733153 9.5134742024129005e-06 -0.0022464845024482883 0.0036448281047187403 -0.010048620947103449 0.0074561922284356727 -0.0010687884497783554 0.015572059498583443 -0.03930237991457744 -0.017896801507131698 -0.00057341230548325504 0.01897587314965761 -0.01840832786549057 -0.00022515427365185037 0.0059487304764290734 0.007009998583557899 0.0084054681344826535 -0.0084710328704296223 0.0062441635939606581 -0.0013035121630660203 0.018369403759245669 -0.011220020781248268 leaf_weight=283253.26840852224 165.29237627238035 342.24223765730858 475.2119614649564 18.921190276741982 5304.0297432513908 146.98322377819568 2975.0823486195877 7544.889094658196 127.73293393850327 674.61928775906563 7010.9157614409924 1597.9144169986248 424.85617262125015 934.1015077829361 457.14784835278988 329.50211230758578 73.325620837509632 64.428457833826542 4454.2689133286476 504.60239136964083 781.84371165931225 458.25651526078582 2598.6780765168369 2706.0017916858196 664.97100704163313 524.62904668599367 468.95464715734124 1246.7059204056859 459.2279319614172 694.43861571326852 leaf_count=1197510 743 1558 2214 105 26245 2004 15854 30633 566 2894 29517 6723 1738 4138 2722 11843 312 340 18854 2741 3309 2129 13560 12611 3354 2483 2504 5747 3041 3048 internal_value=1.65158e-06 -0.00341461 -0.0050924 0.00403065 1.21329e-05 0.000626904 -0.00165507 -3.86544e-05 -0.00177287 0.00544278 1.64143e-05 -0.00157134 -0.00269227 0.00433342 0.0017627 0.00797132 0.0015796 0.000175502 0.00271664 0.00599252 -0.0120106 0.00269583 0.00118825 0.00434184 -0.00137508 -0.0122518 0.0102869 0.00359749 0.0122433 -0.00684899 internal_weight=327483 1001.67 817.454 184.214 326481 24913.1 8279.11 301568 9281.34 1736.45 292287 9033.69 7435.77 1608.72 16634 476.485 16157.5 7229.68 8927.8 4473.53 1238.99 5990.69 4998.08 3968.93 1262.93 597.955 992.611 3845.38 928.183 1152.7 internal_count=1411040 4620 3772 848 1406420 132701 42099 1273719 38231 7598 1235488 37978 31255 7032 90602 13847 76755 36400 40355 21501 6031 30369 24484 18760 6149 2795 5885 19307 5545 5177 is_linear=0 shrinkage=0.03 Tree=209 num_leaves=31 num_cat=0 split_feature=0 2 2 0 3 2 2 2 0 0 0 2 2 0 2 0 0 2 2 2 1 1 2 0 2 2 2 0 1 0 split_gain=12.2699 13.0915 26.3408 11.0294 10.6739 67.5921 100.826 30.1244 116.373 28.3892 24.573 55.2376 25.4861 22.7839 21.7003 41.2588 32.1546 38.2647 37.9489 36.6235 45.0805 38.9859 21.6556 20.9899 75.716 25.4664 28.4604 37.9588 20.7458 21.3283 threshold=94.500000000000014 4063.8671875000005 94341.222656250015 98.500000000000014 14.476500034332277 32150.583984375004 13381.118652343752 99998.222656250015 58.500000000000007 64.500000000000014 80.500000000000014 32150.583984375004 22283.848632812504 84.500000000000014 13908.505371093752 2.5000000000000004 2.5000000000000004 20329.439453125004 19191.198242187504 16701.354492187504 1.0000000180025095e-35 1.0000000180025095e-35 14858.619628906252 91.500000000000014 84498.644531250015 54578.230468750007 75302.914062500015 92.500000000000014 2.5000000000000004 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=4 3 -3 -2 7 6 -6 10 28 -10 -1 12 -12 -11 15 -8 17 19 22 20 -16 -21 -18 -13 25 -25 -27 -28 29 -9 right_child=1 2 -4 -5 5 -7 14 8 9 13 11 23 -14 -15 16 -17 18 -19 -20 21 -22 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=6.5040418707027086e-05 0.0063848531351635776 -0.011299059572522419 -0.0003766958049250586 -0.017882183131539352 0.00067833887936634928 0.0017128632392311544 -0.023519645310482083 -0.0036436448546532988 0.018942277561481407 9.227706516689025e-06 -0.0021793970418175807 0.0045389480445154591 -0.0097461247940392459 0.0072475081617842324 0.027424147821443763 0.018301240306354754 -0.0016378282216444602 -0.0046562469971269905 -0.004646555869320031 0.014007723787957782 -0.011202776433677926 0.080837168383983513 -0.016244812836273721 0.0071583369110012462 0.031383667069556774 -0.046430784254272689 0.024936138226179277 -0.042886465096252942 -0.0084051931278856951 0.00064374710335271112 leaf_weight=283253.14957272774 165.36262448877096 341.53533811122179 475.2193996924907 18.769473105669022 5609.8963511753827 16606.974951959215 137.03961318172514 5596.9609921053052 127.00086891651154 674.61780467629433 7009.9427588135004 1472.137355029583 424.9006687104702 932.19727045297623 49.770815858617425 25.123394846916199 112.02034840732813 272.5316716413945 1485.9933669343591 18.250272796489298 59.94284662604332 13.794303894042967 494.95031716674566 20.812713786959648 32.148241639137268 42.007263675332069 15.25999391078949 14.468565851449966 661.71101349592209 1283.7999438494444 leaf_count=1197510 743 1558 2214 105 27832 90602 1492 22696 566 2894 29517 6192 1738 4138 490 115 521 1826 6737 334 423 85 2244 86 140 177 66 62 2706 5231 internal_value=1.61657e-06 -0.00331492 -0.00494401 0.0039112 1.17851e-05 0.000608934 -0.00160537 -3.74946e-05 -0.00172059 0.00528777 1.59221e-05 -0.00152454 -0.00261183 0.00420853 -0.00640468 -0.0170405 -0.00571679 0.00191933 -0.00722831 0.0145609 0.00632005 0.042776 -0.013549 0.00353791 -0.00828006 -0.0220579 -0.0305344 -0.00807238 -0.00333163 -0.00284371 internal_weight=327448 1000.89 816.755 184.132 326447 24886.3 8279.31 301561 9276.29 1733.82 292285 9031.68 7434.84 1606.82 2669.42 162.163 2507.25 414.29 2092.96 141.758 109.714 32.0446 606.971 1596.83 124.697 92.5485 71.7358 29.7286 7542.47 6880.76 internal_count=1411040 4620 3772 848 1406420 132701 42099 1273719 38231 7598 1235488 37978 31255 7032 14267 1607 12660 3158 9502 1332 913 419 2765 6723 531 391 305 128 30633 27927 is_linear=0 shrinkage=0.03 Tree=210 num_leaves=31 num_cat=0 split_feature=1 3 2 0 1 2 3 2 0 3 1 0 1 2 0 2 0 1 2 1 2 0 3 0 1 1 0 1 3 0 split_gain=13.4176 22.2829 25.6548 43.532 32.2856 26.8711 38.7591 32.9812 61.6218 42.2801 34.6996 34.6165 32.1967 29.942 25.9126 46.1886 37.789 27.1242 26.6986 25.6911 39.1798 45.0005 26.2361 30.2556 25.2553 24.4673 33.1725 24.3217 40.7076 23.3802 threshold=-1.4999999999999998 6.4175000190734872 13381.118652343752 44.500000000000007 -14.499999999999998 2320.079467773438 2.9229999780654912 3645.8532714843755 38.500000000000007 2.0774999856948857 -4.4999999999999991 17.500000000000004 -35.499999999999993 225.0559997558594 53.500000000000007 2855.797973632813 57.500000000000007 -3.4999999999999996 3141.066528320313 -3.4999999999999996 6054.8757324218759 23.500000000000004 4.7190001010894784 35.500000000000007 -5.4999999999999991 -7.4999999999999991 52.500000000000007 -7.4999999999999991 1.532000005245209 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 5 -4 -5 6 12 9 19 14 -10 -11 -1 -8 25 -16 17 -17 -18 20 22 -22 23 -9 -23 -7 -27 28 -14 -6 right_child=-2 -3 3 4 29 7 13 8 10 11 -12 -13 27 -15 15 16 18 -19 -20 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.032576447173580096 -5.2778070953838035e-05 0.001913191797315127 -0.0027244126225009421 0.018489825047519413 -3.6202338094344306e-05 0.011713523232449383 0.014464050136639449 0.0097312687290270709 -0.0053246520634510977 0.011936436440934143 -0.00028689998811671613 -0.0065539423047558613 0.0060001241666688011 0.001649668597530375 -0.0064769977436964308 -0.00065118222566871618 -0.0092060117244722357 0.02377028914362159 0.0061913877653684913 0.00082796814394492727 0.0048445116251044102 -0.0085982918196993597 -0.0068468342264946577 -0.0018364022628119614 0.003801546763240828 0.0039065694583636096 0.018812603880869201 -0.0012912932190051846 -0.0028875888630438213 0.0082763838935445786 leaf_weight=28.875682778656483 270692.18836200121 8080.887766524218 5739.5831691175699 104.71111714839935 1735.6177800893784 552.20620625466108 169.82087327539921 1500.8274820665829 1680.7474953085184 108.81517072021961 4593.8558003157377 560.49708463996649 1117.3405711203814 4877.5332849249244 472.13217370212078 57.530241653323174 151.86863771080971 141.86417010426521 304.7033566236496 4666.8308011861518 1093.5726563483477 492.92638517171144 111.54274061322212 235.41629032790661 211.1564277857542 2390.8663845062256 142.3695115596056 14432.396922528744 792.96862956881523 369.31995937228203 leaf_count=170 1154872 45004 23382 609 7586 3025 751 7426 7487 491 19286 2490 5590 21686 2065 270 647 602 1309 19921 5322 2273 527 1141 921 10634 621 60167 3742 1715 internal_value=3.52597e-05 0.000453946 0.000212495 -0.00134694 0.00223107 0.000515666 -0.000217569 0.00132231 0.000607927 0.00345643 -0.00163634 -0.00354782 -0.00092616 0.00208082 0.00456904 0.000678241 0.00582823 0.0167241 0.00106978 0.00230203 0.00418911 0.00103592 0.00725675 0.00816281 -0.00487955 0.00599159 0.0047443 -0.000870238 0.00231084 0.00142228 internal_weight=327611 56918.8 48837.9 7949.23 2209.65 40888.7 21418.9 19469.7 14586.9 4882.85 6274.6 669.312 16371.6 5047.35 4213.54 1128.1 655.966 199.394 456.572 8312.27 3645.44 1797.66 1847.79 1736.24 704.083 3085.44 2533.24 16342.7 1910.31 2104.94 internal_count=1411732 256860 211856 33292 9910 178564 92106 86458 64304 22154 26773 2981 69669 22437 19173 4893 2828 872 1956 37531 17610 8516 9094 8567 3194 14280 11255 69499 9332 9301 is_linear=0 shrinkage=0.03 Tree=211 num_leaves=31 num_cat=0 split_feature=1 3 2 0 2 3 2 0 3 0 1 1 2 0 2 0 1 2 1 2 0 1 3 0 1 0 1 3 1 0 split_gain=12.633 20.9844 24.1454 41.0208 25.304 36.4806 31.0994 58.0155 39.848 32.5973 32.5764 29.7246 28.3221 24.4875 43.4592 35.7637 25.7753 25.1105 24.2585 37.0607 42.5572 33.8565 24.7757 28.6632 23.3335 31.4636 22.8931 38.3954 22.0627 20.3344 threshold=-1.4999999999999998 6.4175000190734872 13381.118652343752 76.500000000000014 2320.079467773438 2.9229999780654912 3645.8532714843755 38.500000000000007 2.0774999856948857 17.500000000000004 -4.4999999999999991 -35.499999999999993 225.0559997558594 53.500000000000007 2855.797973632813 57.500000000000007 -3.4999999999999996 3141.066528320313 -3.4999999999999996 6054.8757324218759 26.500000000000004 -6.4999999999999991 4.7190001010894784 35.500000000000007 -7.4999999999999991 52.500000000000007 -7.4999999999999991 1.532000005245209 -34.499999999999993 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 4 28 5 11 8 18 13 -10 -9 -1 -7 24 -15 16 -16 -17 19 22 -21 -22 23 -8 -6 -26 27 -13 -4 -30 right_child=-2 -3 3 -5 6 12 7 10 9 -11 -12 26 -14 14 15 17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.031044921208789916 -5.1194758596249665e-05 0.0018572499506534145 0.021906269218277742 0.0084152603627640869 0.01143241865322704 0.014088724601459825 0.0094786877931694498 -0.005156616559835292 0.011624759764097901 -0.0063451415385527938 -0.00027827990346253827 0.0058357316648257329 0.0016009564854826796 -0.0062714818696436971 -0.00063148907015022997 -0.0089106814095543715 0.023192817556823824 0.0060150723705485604 0.00080328489665059321 0.0037245884196102684 -0.013544203213864247 0.0029811597654129719 -0.006623833048043367 -0.0017799608173902312 0.0037939786625500074 0.018348494118666337 -0.0012522646206400898 -0.0027978159651558337 -0.0027775333506483823 0.00085553874621196546 leaf_weight=29.383196517825127 270691.7779702777 8074.6579245794564 35.214259691536427 372.30664701759815 548.86190950870514 169.12526017427444 1494.6902335956693 1683.4101944416761 108.38725809752941 561.55675303936005 4594.0671768188477 1114.3969425559044 4875.199553899467 472.96291872859001 57.54433585703373 152.19001580774784 141.04699297249317 304.23313510417938 4665.9397656051442 1334.0537876263261 274.81120283901691 187.84978310763836 111.83452764153481 235.59208163619041 2388.0076491832733 141.60324354469776 14435.685815110803 793.8464408069849 5708.8970684111118 1831.2815809845924 leaf_count=170 1154872 45004 209 1736 3025 751 7426 7487 491 2490 19286 5590 21686 2065 270 647 602 1309 19921 6491 1224 801 527 1141 10634 621 60167 3742 23202 8145 internal_value=3.4218e-05 0.000440564 0.000206268 -0.00130672 0.000500444 -0.000211016 0.00128353 0.00058998 0.00335751 -0.00343787 -0.00158649 -0.000898243 0.00201964 0.00443978 0.000658371 0.00566217 0.0162894 0.00103822 0.00223515 0.00407117 0.00100556 -0.00683457 0.00706122 0.00794573 0.00582532 0.00460872 -0.000844045 0.0022441 -0.00178453 -0.00189517 internal_weight=327590 56898.6 48824 7947.7 40876.3 21417.6 19458.6 14582.2 4876.39 669.944 6277.48 16373.3 5044.32 4206.45 1127.98 655.014 198.591 456.423 8304.77 3638.83 1796.71 462.661 1842.12 1730.28 3078.47 2529.61 16343.9 1908.24 7575.39 7540.18 internal_count=1411732 256860 211856 33292 178564 92106 86458 64304 22154 2981 26773 69669 22437 19173 4893 2828 872 1956 37531 17610 8516 2025 9094 8567 14280 11255 69499 9332 31556 31347 is_linear=0 shrinkage=0.03 Tree=212 num_leaves=31 num_cat=0 split_feature=1 3 2 0 2 3 1 2 0 3 0 1 1 0 0 2 0 1 2 0 3 0 1 1 0 1 1 2 0 2 split_gain=11.8942 19.7611 22.7251 38.6825 23.8283 34.7277 29.3281 29.3243 54.6203 37.5552 30.697 30.5858 23.79 43.2263 23.1378 40.8934 34.2361 22.9058 35.051 40.5365 23.3955 27.1514 22.5651 22.2463 29.8438 21.9617 20.9689 20.7736 20.0692 19.2593 threshold=-1.4999999999999998 6.4175000190734872 13381.118652343752 76.500000000000014 2320.079467773438 2.5095000267028813 -35.499999999999993 3645.8532714843755 38.500000000000007 2.0774999856948857 17.500000000000004 -4.4999999999999991 -7.4999999999999991 39.500000000000007 53.500000000000007 2855.797973632813 56.500000000000007 -3.4999999999999996 6054.8757324218759 23.500000000000004 4.7190001010894784 35.500000000000007 -5.4999999999999991 -7.4999999999999991 52.500000000000007 -3.4999999999999996 -34.499999999999993 3141.066528320313 27.500000000000004 238.39634704589847 decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 9 17 14 -11 -10 13 -8 23 -16 25 18 20 -20 21 -9 28 -6 -25 -17 -4 -18 -21 -7 right_child=-2 -3 3 -5 7 29 12 8 11 10 -12 -13 -14 -15 15 16 27 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.031911259444701676 -4.9659032717086927e-05 0.001802904865739974 0.02149896809235886 0.0081882586336939327 0.011156952599965226 0.0087170139522386152 -0.0053067840990197145 0.0092320113183201064 -0.0049941977698548089 0.011320730467390031 -0.0061434822785910457 -0.0002699193846924614 -0.0014014017732770375 0.0052809174785056305 -0.0060729422805653197 -0.0014072961417307343 -0.0054138346151376701 0.00077933297958479022 0.0046040845388617005 -0.0011712557280794576 -0.0064087716151743565 -0.0017252965108043622 0.0035978037660477128 0.0036845285190319961 0.017896230356296863 0.027418250056105146 -0.0018382945962037069 0.0068218185161010641 -0.013369780753862573 0.0012247465189540131 leaf_weight=27.605823263525963 270691.37927938881 8068.6046186713502 34.81111615896225 371.16674494743347 545.59121035784483 324.53828635811806 480.3361351788044 1488.6814967331011 1685.972763761878 107.96564629673958 562.57436709851027 4594.272028490901 12971.459874629974 1250.6505256891251 473.76012456417084 32.324210658669472 200.48711968958378 4665.0739992633462 1089.7261607423425 212.99617309868336 112.11541952192783 235.76228535175323 210.74317948520184 2385.2190623134375 140.83803187310696 90.075297757983208 7540.2467024773359 331.15769039094448 282.20878510177135 6361.7264335900545 leaf_count=156 1154872 45004 209 1736 3025 1413 2259 7426 7487 491 2490 19286 54046 6245 2065 154 856 19921 5322 1040 527 1141 921 10634 621 390 31347 1428 1233 27987 internal_value=3.32064e-05 0.000427571 0.00020022 -0.00126772 0.00048567 -0.000204662 -0.00101857 0.00124589 0.000572564 0.00326138 -0.00333152 -0.00153818 -0.000960567 0.00234291 0.00431409 0.000639112 0.00550102 0.00217019 0.00395655 0.000976158 0.00687059 0.00773395 -0.00462404 0.00566341 0.00447689 0.0198058 -0.00173105 0.00220766 -0.00812299 0.00158841 internal_weight=327570 56878.7 48810.1 7946.22 40863.9 21416.3 14730.1 19447.5 14577.6 4869.99 670.54 6280.24 14702.4 1730.99 4199.45 1127.8 654.044 8297.31 3632.23 1795.67 1836.56 1724.44 705.948 3071.65 2526.06 122.4 7575.06 531.645 495.205 6686.26 internal_count=1411732 256860 211856 33292 178564 92106 62706 86458 64304 22154 2981 26773 62550 8504 19173 4893 2828 37531 17610 8516 9094 8567 3194 14280 11255 544 31556 2284 2273 29400 is_linear=0 shrinkage=0.03 Tree=213 num_leaves=31 num_cat=0 split_feature=1 1 0 0 0 2 0 2 2 0 1 2 0 2 2 2 2 1 1 3 0 2 2 1 2 0 2 2 0 2 split_gain=11.6474 11.1281 18.8195 22.916 16.9312 30.9308 27.8666 26.6275 21.9969 22.6045 28.5356 30.8427 32.8231 32.2395 16.8995 55.581 27.5355 33.456 24.0088 16.4029 15.9985 25.6172 21.38 16.3046 15.6314 15.2985 28.2829 23.2241 15.7178 15.2513 threshold=92.500000000000014 -1.4999999999999998 74.500000000000014 66.500000000000014 10.500000000000002 16701.354492187504 35.500000000000007 21631.834960937504 857.34472656250011 42.500000000000007 -36.499999999999993 3645.8532714843755 48.500000000000007 1317.2869262695315 3673.1176757812505 3645.8532714843755 7957.9211425781259 -11.499999999999998 -8.4999999999999982 1.1054999828338625 28.500000000000004 210.83787536621097 358.55703735351568 -8.4999999999999982 5311.5163574218759 55.500000000000007 661.81594848632824 234.37448883056643 58.500000000000007 1117.6546630859377 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 19 20 -10 -11 13 -13 -12 15 29 18 -18 -16 -8 22 23 -6 -22 -20 -23 27 28 -27 -5 right_child=-2 -3 -4 14 5 6 7 -9 9 10 11 12 -14 -15 16 -17 17 -19 24 -21 21 25 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0020283070157679668 -0.026607391845954606 -4.6719986234216063e-05 0.003047052608021605 -0.0013514657726139793 0.0056857443901336254 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3883.336582697928 4188.799236536026 180.73805396258831 78.878773212432861 89.416782096028328 649.25658632814884 107.62547890841961 187.25816850364208 leaf_count=32280 201 1154671 10246 2905 3465 20095 250 5177 72584 160 2527 7653 10599 20124 201 383 182 1860 1075 1940 2019 21238 17101 17357 761 346 373 2731 444 784 internal_value=3.22245e-05 3.34259e-05 0.00041495 0.000301778 0.000419142 0.000239117 -0.00166232 0.00162355 0.000548583 0.00108917 -8.40865e-05 8.52873e-06 -0.00187329 0.00159182 -0.00292166 -0.00566761 -2.95566e-05 -0.00532867 0.00498415 -0.00405413 -0.000351517 -0.000994461 0.00111539 0.000692481 0.00709069 -0.00228205 0.00126688 0.00298257 -0.00634812 -0.00337704 internal_weight=327551 327537 56860.3 54516.3 52601.1 47308.5 6621.89 1719.65 40686.6 25419.9 9345.67 9316.59 4256.96 5059.63 1915.19 982.415 932.77 453.478 479.292 519.034 15266.7 10614.4 4652.28 4594.68 436.343 6019.73 925.178 835.761 186.504 890.641 internal_count=1411732 1411531 256860 246614 238463 206183 27462 7367 178721 113647 41063 40903 18252 22651 8151 4072 4079 2042 2037 2190 65074 44508 20566 19376 1836 25132 3894 3521 790 3689 is_linear=0 shrinkage=0.03 Tree=214 num_leaves=31 num_cat=0 split_feature=1 0 1 0 0 0 2 0 2 2 0 1 2 0 2 2 2 2 1 1 3 0 2 2 1 0 2 0 2 2 split_gain=11.1825 10.7648 10.5145 17.7275 21.5446 15.8934 29.1058 26.218 25.0606 20.7063 21.2833 26.4494 29.0256 30.8644 30.3321 15.8783 51.9328 25.9026 31.7151 22.5385 15.3464 15.0537 24.0925 20.1586 15.4775 14.9129 32.2387 41.2093 31.2319 26.4141 threshold=92.500000000000014 1.0000000180025095e-35 -1.4999999999999998 74.500000000000014 66.500000000000014 10.500000000000002 16701.354492187504 35.500000000000007 21631.834960937504 857.34472656250011 42.500000000000007 -36.499999999999993 3645.8532714843755 48.500000000000007 1317.2869262695315 3673.1176757812505 3645.8532714843755 7957.9211425781259 -11.499999999999998 -8.4999999999999982 1.1054999828338625 28.500000000000004 210.83787536621097 358.55703735351568 -9.4999999999999982 53.500000000000007 2911.024291992188 57.500000000000007 2808.646850585938 2583.655151367188 decision_type=2 2 2 2 2 2 2 2 2 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 9 -8 20 21 -11 -12 14 -14 -13 16 -6 19 -19 -17 -9 23 24 -7 -23 28 -27 -28 29 -16 right_child=-2 2 -4 -5 15 6 7 8 -10 10 11 12 13 -15 25 17 -18 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.030083757873671003 -0.026328738751937565 0.001966320027497425 -4.6450997402844917e-05 0.0029579938650232387 -0.0032737158657794394 0.0055244259849688082 -0.0027302482668443979 -0.018441813550009747 0.0039586468121331235 0.0017191064948982604 -0.028440451108793428 -0.0048178956577819339 -0.0047055671420035911 0.00044175594970157379 0.0033520242817727396 -0.015826158630340797 -0.026919804993460226 0.024449592025929424 -0.0072855283011074258 0.0068889378458175258 -0.0020971817849148979 0.0069572623819737093 -0.0022127308320761974 0.00020411938789332816 0.00018943485695165204 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0.00157537 0.000532297 0.00105695 -8.15344e-05 8.29977e-06 -0.00181685 0.00154493 -0.00283201 -0.00549174 -2.81956e-05 -0.00516233 0.00483919 -0.00392949 -0.000340952 -0.000964502 0.0010823 0.00067191 0.00239336 -9.33461e-05 0.00536986 0.003603 0.00461306 internal_weight=327534 327520 327509 56843.3 54501.1 52584.8 47297.5 6621.86 1719.15 40675.6 25409.4 9343.88 9314.37 4257.49 5056.88 1916.29 983.413 932.875 453.997 478.878 519.414 15266.2 10615.4 4650.78 4593.45 4461.93 1460.18 583.596 3001.74 2706.83 internal_count=1411732 1411531 1407667 256661 246415 238264 206183 27462 7367 178721 113647 41063 40903 18252 22651 8151 4072 4079 2042 2037 2190 65074 44508 20566 19376 20124 6355 2529 13769 12409 is_linear=0 shrinkage=0.03 Tree=215 num_leaves=31 num_cat=0 split_feature=0 0 2 2 0 2 2 1 2 0 2 0 2 0 2 0 1 2 0 2 2 2 2 2 2 1 1 2 0 2 split_gain=12.9982 8.93656 48.3574 59.0602 50.3068 129.713 70.273 56.9725 32.4012 195.71 73.6821 128.66 53.5253 74.2956 77.2798 47.2523 45.8231 45.6841 77.9387 52.671 45.2121 39.6052 38.8673 39.1833 34.9986 34.4161 31.8247 31.7235 36.1283 31.5603 threshold=98.500000000000014 6.5000000000000009 36598.957031250007 10727.411621093752 5.5000000000000009 31044.129882812504 33116.664062500007 2.5000000000000004 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 65292.480468750007 3.5000000000000004 1.0000000180025095e-35 52584.906250000007 4.5000000000000009 58553.552734375007 47761.341796875007 56351.945312500007 47761.341796875007 42648.800781250007 45803.917968750007 3.5000000000000004 1.5000000000000002 89168.484375000015 2.5000000000000004 40991.593750000007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -5 -7 9 16 27 -12 13 14 29 -14 -4 18 20 -19 -15 -18 23 -20 -25 -13 -16 -10 -29 -11 right_child=-2 -3 8 4 5 7 -8 -9 10 12 11 25 15 17 26 -17 21 19 22 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.0010959131526115872 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302.25246548652649 755.12263578176498 898.57288091629744 152.62374752014875 407.59925969690084 104.30778965353966 24.782606616616249 460.26423890143633 132.49500254541636 74.463040485978127 46.380994781851768 689.24166084639728 103.10781133919954 532.78488798439503 leaf_count=29212 383 1275081 2031 13028 3503 3520 2080 380 2608 364 25330 21976 3090 2500 2293 189 1606 4104 4212 725 2000 540 112 2280 640 299 205 3111 468 2561 internal_value=2.76279e-05 2.97192e-05 0.000581057 -0.00109329 -0.00364914 0.000518995 -0.00612753 0.00869039 0.0016429 0.00345583 0.000569098 0.00164626 0.00546514 0.0044145 -0.00244515 0.0147448 -0.0122765 0.00661068 0.00448394 0.0123609 -0.00231191 -0.0182837 0.00868944 0.00930865 0.0152958 -0.00118837 0.00676209 -0.00597503 -0.00979081 -0.00946299 internal_weight=327168 327128 24479.3 9499.82 4382.87 1634.3 2748.57 844.706 14979.5 5572.07 9407.42 8077.81 4941.01 4438.49 1076.4 502.522 631.056 3362.08 2454.34 907.746 938.223 406.56 1516.11 1491.33 592.759 5176.32 465.577 1329.61 792.349 610.827 internal_count=1410431 1410048 134967 51723 22511 7403 15108 3900 83244 29452 53792 47605 25275 21996 5423 3279 4177 16573 11744 4829 4500 2146 7244 7132 2920 22275 2498 6187 3579 2925 is_linear=0 shrinkage=0.03 Tree=216 num_leaves=31 num_cat=0 split_feature=0 0 2 2 0 2 2 1 2 0 2 0 2 0 2 0 1 2 0 2 2 2 2 2 2 1 0 2 1 2 split_gain=12.3395 8.42304 45.5665 55.5678 47.2917 122.159 65.8631 54.0974 30.6404 184.871 69.3736 121.421 51.1128 70.1584 72.6481 44.8775 43.7491 43.4645 73.6463 50.1022 42.4755 37.9903 36.481 37.3513 33.4301 32.4176 31.4585 49.7843 30.3403 29.8976 threshold=98.500000000000014 6.5000000000000009 36598.957031250007 10727.411621093752 5.5000000000000009 31044.129882812504 33116.664062500007 2.5000000000000004 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 65292.480468750007 3.5000000000000004 1.0000000180025095e-35 52584.906250000007 4.5000000000000009 58553.552734375007 47761.341796875007 56351.945312500007 47761.341796875007 42648.800781250007 45803.917968750007 3.5000000000000004 5.5000000000000009 37956.898437500007 1.5000000000000002 89168.484375000015 decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -5 -7 9 16 29 -12 13 14 -11 -14 -4 18 20 -19 -15 -18 23 26 -25 -13 -20 -28 -16 -10 right_child=-2 -3 8 4 5 7 -8 -9 10 12 11 25 15 17 28 -17 21 19 22 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0010631870681410793 -0.016704155349314052 -1.4428624304986972e-05 -0.0013543716551707862 -0.0038690459885491056 -0.0079679422048357547 0.0058106824975238938 -0.016344628597738317 0.03033637055461235 -0.00033707064062623546 -0.0091591917349866745 0.0065204917962560617 -0.0014389788630580086 0.017164031715441615 -0.0078218446652870959 0.0040354650627674824 -0.015181991731181062 -0.023304235354323553 0.015249930347057091 0.0011952996513917805 -0.0035970340427715561 0.00505585762708526 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0.0005644 -0.00106051 -0.00353964 0.00050412 -0.00594124 0.00845074 0.00159646 0.00336279 0.000552544 0.00159831 0.00531691 0.00429202 -0.00237099 0.0144264 -0.0119636 0.00643172 0.00435818 0.0120592 -0.00224108 -0.0178712 0.00845813 0.00906243 0.0149313 -0.00115242 0.00520793 0.0130745 0.006576 -0.00579891 internal_weight=327143 327103 24454.4 9498.92 4382.7 1633.03 2749.66 842.648 14955.5 5555.45 9400.01 8071.1 4927.23 4428.94 1076.55 498.289 628.223 3352.39 2449.74 902.648 938.743 403.525 1511 1486.02 589.083 5177.62 896.941 302.973 464.427 1328.91 internal_count=1410431 1410048 134967 51723 22511 7403 15108 3900 83244 29452 53792 47605 25275 21996 5423 3279 4177 16573 11744 4829 4500 2146 7244 7132 2920 22275 4212 1443 2498 6187 is_linear=0 shrinkage=0.03 Tree=217 num_leaves=31 num_cat=0 split_feature=0 3 2 2 0 2 2 1 2 0 2 0 2 0 2 2 0 2 0 1 2 2 2 2 2 2 2 2 1 1 split_gain=12.0466 8.05342 41.6615 57.1347 40.7684 110.499 61.2154 47.8728 27.2065 173.007 74.8735 109.055 49.4188 64.3942 68.3042 42.8848 65.9856 47.738 42.4128 41.7659 39.9077 36.441 31.6102 34.599 37.7838 30.0155 29.5497 29.0414 28.9333 28.0688 threshold=94.500000000000014 14.476500034332277 36598.957031250007 11197.012207031252 5.5000000000000009 31044.129882812504 33116.664062500007 2.5000000000000004 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 65292.480468750007 52584.906250000007 4.5000000000000009 58553.552734375007 3.5000000000000004 1.0000000180025095e-35 47761.341796875007 56351.945312500007 47761.341796875007 42648.800781250007 45803.917968750007 89168.484375000015 40991.593750000007 50250.322265625007 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 -1 3 -3 6 -6 -5 -7 9 19 25 -12 13 14 26 16 20 -17 -14 -4 -15 27 23 -18 -25 -10 -11 -21 -16 -19 right_child=-2 2 8 4 5 7 -8 -9 10 12 11 -13 18 15 28 17 22 29 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-6.6841964244245363e-06 -0.0032609528213153834 0.0011117449727455397 -0.001312574115780187 -0.0037678481072148193 -0.0077166717266654236 0.0051002887186445845 -0.015822452605653903 0.027721083510255339 -0.00055759618912347008 0.0083773008360451939 0.0063422596412996681 -0.00089537425470807559 0.016810720094250806 -0.0075691685231741059 0.0039209671033705118 0.014877068097724037 0.0048439358941032356 -0.018818755080229288 -0.014052128802056051 -0.0067497967677030788 0.0049135033180728949 -0.0022083531284289742 -0.025006237944220834 0.018318591880117408 0.00022165580982276995 -0.0096769420764522499 -0.011381447189641675 -0.028318225137164775 0.029114542744422364 0.0072173050068446059 leaf_weight=301289.93155180686 1000.4174879807979 5308.4225421128795 224.89536018203944 2210.6059399265796 834.49198134243488 782.31339663267136 457.62406052276492 94.356204897165298 545.85424173623323 78.053773820400238 2885.6681447559968 5342.7061272412539 451.79669614136219 533.17009954154491 417.79704506695271 745.63503664731979 913.25653171539307 63.213480733335018 43.975083857774734 75.342296980321407 406.05989334732294 104.20355388522148 25.778200253844261 453.37558586150408 134.67810264974833 802.24210893362761 535.26463061571121 220.97111178934574 45.493483230471611 90.789052918553352 leaf_count=1272934 4631 26295 2031 12611 3692 3650 2080 399 2645 364 25330 22982 3090 2500 2293 4108 4286 347 196 507 2000 540 115 2281 650 3627 2561 1099 205 382 internal_value=2.60285e-05 3.61118e-05 0.000555444 -0.000980837 -0.00351733 9.71152e-05 -0.00583531 0.00753497 0.00153847 0.00320691 0.000569136 0.00164284 0.00508953 0.00408699 -0.00229936 0.00612968 0.00408452 0.0117364 0.0140732 -0.0116585 -0.0021725 -0.0174679 0.00793287 0.00849845 0.014174 -0.00598445 -0.00886686 -0.0228341 0.00639489 -0.00346973 internal_weight=327118 326118 24828 9687.81 4379.39 1711.16 2668.23 876.67 15140.2 5563.75 9576.47 8228.37 4938.34 4442.56 1076.61 3365.96 2466.32 899.638 495.772 625.412 939.23 400.517 1527.09 1501.31 588.054 1348.1 613.318 296.313 463.291 154.003 internal_count=1410431 1405800 132866 48727 22432 7741 14691 4049 84139 29555 54584 48312 25378 22092 5423 16669 11832 4837 3286 4177 4500 2146 7332 7217 2931 6272 2925 1606 2498 729 is_linear=0 shrinkage=0.03 Tree=218 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 2 0 2 2 0 0 0 2 2 2 2 0 2 0 2 0 0 0 2 1 0 0 0 2 split_gain=11.5914 7.83546 64.9278 59.4529 111.254 78.8885 61.5577 37.3067 33.1702 34.6088 61.7688 32.5308 29.7006 93.7745 54.9417 29.0587 40.5767 25.3154 24.6647 23.6895 50.632 51.8076 26.4862 34.252 23.0302 19.3158 19.299 18.7831 31.5708 25.4885 threshold=98.500000000000014 68.500000000000014 56351.945312500007 12812.083496093752 4881.8349609375009 77.500000000000014 7434.1564941406259 88.500000000000014 8492.8930664062518 6643.0878906250009 75.500000000000014 88.500000000000014 76.500000000000014 16701.354492187504 26225.782226562504 25386.748046875004 18122.241210937504 75.500000000000014 5311.5163574218759 81.500000000000014 9759.5722656250018 85.500000000000014 85.500000000000014 88.500000000000014 1235.1978759765627 -9.4999999999999982 89.500000000000014 74.500000000000014 79.500000000000014 4685.5603027343759 decision_type=2 2 2 2 2 2 2 2 2 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 11 8 -7 12 9 10 18 27 13 17 -15 16 -14 -5 -6 -8 21 -21 -22 -24 -13 -16 -23 -3 29 -29 right_child=-2 2 -4 7 5 6 19 -9 -10 -11 -12 24 15 14 25 -17 -18 -19 -20 20 22 26 23 -25 -26 -27 -28 28 -30 -31 leaf_value=7.2445453134353961e-05 -0.016273583432603423 -0.0036111890382171464 0.0031313094262724701 -0.024331847318294717 0.0020957730648153137 -0.0075621929346595682 0.0060356485672386625 -0.0085920695468866999 -0.0038357805285174611 0.013225605044528146 -0.0071262136187363965 0.011796814349096752 0.00025269364582855298 0.0048912203128036059 0.026507604510130959 0.0029945995557852439 -0.013578236666343347 0.0099123155771986132 0.010050244134918727 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81 internal_value=2.52628e-05 2.72196e-05 -0.00044954 -0.00102543 -0.000241453 0.00312419 -0.000244921 -0.00382139 0.00661363 0.00757664 0.00554672 -0.0018019 -0.00250483 -0.00504326 -0.00260228 8.63523e-06 -0.00415196 -0.0216305 0.00774196 0.00221923 -0.000211221 -0.00840626 0.00374853 -0.00362424 0.00340067 -0.00623387 0.00814953 -0.00223393 -0.00121338 0.00102337 internal_weight=327094 327055 28336.7 24410.8 19065.1 6039.28 3072.61 5345.75 2966.67 2716.33 1998.27 13025.8 4189.56 2084.43 1817.04 2105.13 879.564 267.395 1703.23 2298.56 1404.26 457.477 946.786 299.711 998.748 1223.9 124.002 12027.1 6908.1 3116.86 internal_count=1410431 1410048 118819 101871 79862 24599 12566 22009 12033 11022 8107 55263 17169 8539 7453 8630 3579 1086 6912 9390 5768 1882 3886 1254 4411 5041 525 50852 29374 13145 is_linear=0 shrinkage=0.03 Tree=219 num_leaves=31 num_cat=0 split_feature=0 3 2 2 2 0 2 0 2 0 2 2 0 2 0 1 2 2 2 2 2 2 1 2 0 2 2 2 1 1 split_gain=11.2087 7.55142 39.1875 54.0454 25.7792 163.435 70.4668 103.003 47.1541 60.8174 64.3554 40.73 62.3805 45.4322 40.3002 39.8595 37.8946 37.4987 34.9438 29.6943 32.9363 36.0384 28.5117 28.2593 28.1943 28.0086 26.2898 39.9797 28.8532 26.1983 threshold=94.500000000000014 14.476500034332277 36598.957031250007 5664.3623046875009 79088.097656250015 2.5000000000000004 99998.222656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 61805.615234375007 52584.906250000007 4.5000000000000009 58553.552734375007 3.5000000000000004 1.0000000180025095e-35 58553.552734375007 47761.341796875007 56351.945312500007 47761.341796875007 42648.800781250007 45803.917968750007 1.5000000000000002 89168.484375000015 1.5000000000000002 50250.322265625007 42648.800781250007 39331.130859375007 -1.4999999999999998 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 15 23 24 9 10 16 12 17 -13 -10 -4 -7 26 25 20 -14 -22 -12 -6 -8 -17 27 -11 -28 -15 right_child=-2 2 4 -5 6 8 7 -9 14 11 22 13 19 29 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-7.19282436831804e-06 -0.0031475564270977128 0.0017665963039283372 -0.0012743345723207839 -0.0027991460687893286 -0.00054442208747246539 -0.0055308736759342413 0.014502341463470304 -0.00087338454160855504 0.016461318233409881 -0.021051704306607893 0.0026022740967852815 0.014529872208178659 0.0047094508064837648 -0.018083691431034433 -0.013588315225251861 -0.0065700132065721886 -0.02500805869580202 0.004772905302907025 -0.0021452867308672254 -0.024107069257259243 0.017907701122115482 0.00021739375550549814 0.026914117958067706 -0.0093933283620582248 0.0051088086859928383 -0.027808349223494438 0.0090609914978078236 0.0066647722392309417 -0.017615316834608805 0.007009133612347276 leaf_weight=301284.15102546196 999.50914339534938 3918.3527749646455 225.07548363413662 5768.338530337438 545.90550176799297 382.27532516419888 324.06164090987295 5343.4017845839262 447.55048491805792 62.381303109228611 529.52944640442729 740.51579748094082 911.74846226722002 63.807832390069962 44.127536229789257 75.110327370464802 117.54535203427076 405.30768646299839 104.15515308827162 25.930686250329018 449.86745256185532 134.6675892546773 47.291163504123688 801.96678310260177 2553.9077060371637 218.32942362129688 43.002678513526917 187.99143821746111 240.98030740022659 90.641996815800667 leaf_count=1272934 4631 19434 2031 29293 2645 1830 11834 22982 3090 286 2823 4108 4286 347 196 507 556 2000 540 115 2281 650 214 3627 13496 1099 268 888 1058 382 internal_value=2.45071e-05 3.42299e-05 0.00053738 -0.000952263 0.00149191 0.00311895 0.000548622 0.001591 0.0049498 0.00397225 -0.00223205 0.00596215 0.00396972 0.0114429 0.0137644 -0.0113625 -0.0101114 -0.00210832 -0.0170734 0.00772171 0.0082733 0.0138321 0.0045955 -0.00580941 0.00616653 -0.0223721 -0.00732772 -0.000240891 -0.0135758 -0.00335746 internal_weight=327087 326088 24803.8 9686.69 15117.1 5547.83 9569.24 8221.37 4925.16 4433.48 1076.64 3356.84 2461.88 894.966 491.678 622.67 499.821 939.663 397.595 1522.21 1496.28 584.535 576.821 1347.87 2877.97 293.44 534.356 250.373 283.983 154.45 internal_count=1410431 1405800 132866 48727 84139 29555 54584 48312 25378 22092 5423 16669 11832 4837 3286 4177 2386 4500 2146 7332 7217 2931 3037 6272 25330 1606 2500 1174 1326 729 is_linear=0 shrinkage=0.03 Tree=220 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 0 2 0 2 2 2 2 1 1 0 0 1 0 2 0 2 0 2 2 2 3 0 1 2 0 split_gain=9.63376 53.4156 50.0867 43.7999 42.3505 40.6466 49.3013 39.6846 108.776 35.4342 103.627 51.306 33.6421 38.5677 46.9677 88.0418 93.1189 40.5811 33.1967 225.5 187.473 89.8676 119.617 81.8356 69.2215 47.0336 53.2532 44.3994 35.3786 123.313 threshold=49.500000000000007 52584.906250000007 56.500000000000007 68.500000000000014 45.500000000000007 80.500000000000014 3754.1591796875005 51.500000000000007 3645.8532714843755 269.47608947753912 1148.2519531250002 195.13675689697268 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 74.500000000000014 5311.5163574218759 31.500000000000004 9293.0400390625018 29.500000000000004 295.06871032714849 2363.3640136718755 174.82500457763675 2.6375000476837163 5.5000000000000009 7.5000000000000009 58553.552734375007 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=4 5 -3 -4 18 6 7 -2 -9 11 -11 -6 13 14 -10 16 -16 -17 21 28 27 23 24 -1 -23 -25 -27 -21 29 -20 right_child=1 2 3 -5 9 -7 -8 8 12 10 -12 -13 -14 -15 15 17 -18 -19 19 20 -22 22 -24 25 -26 26 -28 -29 -30 -31 leaf_value=0.00016216058692412676 0.0014992694860377664 -0.012006043287320222 0.011460947687535654 0.0027542050953440005 -0.00060725561152320047 -0.0018952112770411998 0.0014518331929019223 2.0029530518732163e-05 -0.0080079741124528762 -0.007320303951844861 -0.0010001204282654504 0.0073012408888269752 -0.013870700624055274 0.0017541819888498653 0.015690452871426435 -0.006757516099711188 -0.0043456358385418285 0.0059164839943363695 -0.0056989961320797105 -0.0087603338208305723 -0.0019050662240674789 0.0031720205915107403 0.0020574775147595677 0.002061165934855252 -0.0017001515448428635 0.0013408090134243216 -0.0038020280090606041 -0.022786086652834624 -0.00076595000450478408 0.00091226609650902322 leaf_weight=43279.289877060801 9809.1444875597954 186.76566253602505 593.20876288414001 4213.6171293631196 4843.2026326209307 8729.4955528751016 22305.473878130317 37262.87630829215 2230.2672478109598 2862.2050419971347 12671.581603139639 871.06622388958931 305.23669521510601 993.63229416310787 432.69946530461311 2041.3220641165972 403.38244217634201 255.87337902188301 2659.9056776817888 3483.6877999901772 12717.487614005804 3171.8615275770426 40625.803989745677 1888.1209525843151 15206.840018689632 2151.4595050290227 11488.383655898273 215.7040498405695 23494.872374258004 55912.288405306637 leaf_count=187105 44087 770 2540 18337 20753 36893 91544 155786 11386 13114 54252 3641 1609 4970 1792 8706 2012 1088 16339 14261 51583 13510 169615 11686 64148 10832 48791 1051 113764 235669 internal_value=-4.35269e-05 0.000221241 0.00323646 0.0038287 -0.000143577 4.362e-05 0.000266201 -0.000225962 -0.000611231 -0.00142161 -0.00216466 0.000598292 -0.00414187 -0.00367475 -0.00468049 -0.00231199 0.00602369 -0.00534582 -1.80279e-05 -0.000424524 -0.00363412 0.00032178 0.00114896 -0.000508178 -0.000859295 -0.00237653 -0.00299083 -0.00957815 0.000217532 0.000612033 internal_weight=327307 89763 4993.59 4806.83 237544 84769.4 76039.9 53734.4 43925.3 21248.1 15533.8 5714.27 6662.41 6357.18 5363.54 3133.28 836.082 2297.2 216296 98483.9 16416.9 117812 59004.5 58807.3 18378.7 15528 13639.8 3699.39 82067.1 58572.2 internal_count=1411634 381520 21647 20877 1030114 359873 322980 231436 187349 91760 67366 24394 31563 29954 24984 13598 3804 9794 938354 432667 66895 505687 247273 258414 77658 71309 59623 15312 365772 252008 is_linear=0 shrinkage=0.03 Tree=221 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 0 2 0 2 2 2 2 2 2 2 2 1 1 0 0 1 0 2 0 1 0 2 2 0 2 split_gain=9.06557 50.3019 47.128 41.3853 39.8608 38.2482 46.393 37.3446 102.51 33.3561 97.7516 48.2708 32.881 48.347 42.2905 34.2055 31.9983 36.3639 44.3574 82.9272 87.8531 38.2015 31.718 48.348 41.7376 31.5075 63.3157 45.114 46.3782 33.4538 threshold=49.500000000000007 52584.906250000007 56.500000000000007 68.500000000000014 45.500000000000007 80.500000000000014 3754.1591796875005 51.500000000000007 3645.8532714843755 269.47608947753912 1148.2519531250002 195.13675689697268 2855.797973632813 2320.079467773438 13908.505371093752 1421.1920166015627 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 74.500000000000014 6054.8757324218759 51.500000000000007 -21.499999999999996 66.500000000000014 1499.682556152344 3309.9538574218755 67.500000000000014 225.0559997558594 decision_type=2 2 2 2 2 2 2 2 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 5 -3 -4 -1 6 7 -2 25 11 -11 -6 13 15 -14 -12 17 18 -10 20 -20 -21 23 -8 -24 29 -27 -28 -29 -9 right_child=1 2 3 -5 9 -7 22 8 16 10 12 -13 14 -15 -16 -17 -18 -19 19 21 -22 -23 24 -25 -26 26 27 28 -30 -31 leaf_value=-1.7491536997798786e-05 0.0014543948151263992 -0.011638937714454839 0.011146306265290439 0.002673084138325258 -0.00058906838010660688 -0.0018385430248439234 -0.0052409093496894365 -0.0010695903804876629 -0.0077845696706881637 -0.0071128441973194482 0.0089822408027062182 0.0070817583750230166 -0.0032533900940746692 0.0042132286889983725 0.0029433073807163196 -0.0025481074426736802 -0.013543130708038493 0.0017002968704000702 0.015259565514930169 -0.0065583405863850345 -0.0042232808394046485 0.0057363490408903544 0.030778652068363523 0.0040022096469527228 0.00061336774481642877 -0.00039626432915223998 -0.0095209951510546627 0.02524739342463388 -0.0033716195947533579 0.0011833004747488322 leaf_weight=216282.51963204914 9808.4578527510166 186.87504532933235 591.6789452880621 4211.2804817184806 4842.9558590650558 8728.6157684400678 558.08087207376957 8460.5944964289665 2225.5173150151968 2857.3903401270509 252.27774377167225 871.120082706213 6204.0705472826958 2215.868291079998 1179.6828419715166 2818.8815104216337 303.27110013365746 994.35728746652603 431.58719561994076 2040.2339364588261 402.62871791422367 255.98935079574585 41.389115408062935 5828.2074574828148 15875.632188871503 7444.8879392370582 1245.3038641810417 69.147117853164673 193.77845332026482 19849.205299764872 leaf_count=938354 44087 770 2540 18337 20753 36893 2451 36101 11386 13114 1081 3641 27450 9149 4825 11747 1609 4970 1792 8706 2012 1088 289 23781 65023 31386 5141 282 799 82077 internal_value=-4.22311e-05 0.000214637 0.00314181 0.0037169 -0.000139286 4.23074e-05 0.000258243 -0.000219239 -0.000593033 -0.00137937 -0.00210051 0.000580362 -0.000970179 0.000835851 -0.00226336 -0.00160096 -0.00402308 -0.00356843 -0.0045466 -0.00224463 0.0058563 -0.00518769 0.00140842 0.00319448 0.000691807 1.94286e-05 -0.00153178 -0.00713691 0.00415493 0.000510007 internal_weight=327271 89746.7 4989.83 4802.96 237525 84756.9 76028.3 53725 43916.5 21242.2 15528.2 5714.08 12670.8 5287.03 7383.75 3071.16 6653.58 6350.31 5355.96 3130.44 834.216 2296.22 22303.3 6386.29 15917 37262.9 8953.12 1508.23 262.926 28309.8 internal_count=1411634 381520 21647 20877 1030114 359873 322980 231436 187349 91760 67366 24394 54252 21977 32275 12828 31563 29954 24984 13598 3804 9794 91544 26232 65312 155786 37608 6222 1081 118178 is_linear=0 shrinkage=0.03 Tree=222 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 0 2 0 2 2 2 2 2 0 2 3 2 2 0 2 1 2 0 2 1 0 1 2 0 0 split_gain=8.53081 47.3689 44.3459 39.1031 37.5226 35.9916 43.6581 35.1431 96.6014 31.406 92.1969 45.4162 31.2919 199.67 198.522 85.8151 130.267 119.713 59.8327 62.8265 49.9242 62.7111 93.2387 58.7562 42.6608 41.3994 39.6513 38.8953 117.819 83.7361 threshold=49.500000000000007 52584.906250000007 56.500000000000007 68.500000000000014 45.500000000000007 80.500000000000014 3754.1591796875005 51.500000000000007 3645.8532714843755 269.47608947753912 1148.2519531250002 195.13675689697268 5922.5739746093759 29.500000000000004 9293.0400390625018 2.7749999761581425 389.89239501953131 2363.3640136718755 4.5000000000000009 3141.066528320313 1.0000000180025095e-35 661.81594848632824 14.500000000000002 358.55703735351568 -1.4999999999999998 7.5000000000000009 12.500000000000002 45803.917968750007 4.5000000000000009 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=4 5 -3 -4 12 6 7 -2 -9 11 -11 -6 15 27 24 16 -1 20 19 -19 23 -22 -23 -17 -15 -25 -24 28 -14 -29 right_child=1 2 3 -5 9 -7 -8 8 -10 10 -12 -13 13 14 -16 17 -18 18 -20 -21 21 22 26 25 -26 -27 -28 29 -30 -31 leaf_value=-0.00064598157010049069 0.0014108612421417771 -0.011283988749254592 0.010840155383605905 0.0025943178572192488 -0.00057142466066157044 -0.0017835664244120818 0.0013663398095076615 1.8843711696307094e-05 -0.0039076385412751928 -0.0069110690098540322 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225892 63969 7938 161923 74028 39036 87895 13680 81257 18402 341753 209135 132618 is_linear=0 shrinkage=0.03 Tree=223 num_leaves=31 num_cat=0 split_feature=0 2 0 0 2 0 0 2 0 2 2 1 2 0 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 0 split_gain=8.02805 44.6066 41.7297 36.9459 35.6994 44.1287 33.8678 41.0822 33.6346 64.5947 31.3698 31.6684 29.8477 45.4993 40.1576 29.5912 27.8822 29.1745 35.2171 47.7067 46.4286 52.7887 39.7235 43.5321 37.7984 63.3357 32.5871 34.1648 29.6597 27.8185 threshold=49.500000000000007 52584.906250000007 56.500000000000007 68.500000000000014 145.16793060302737 45.500000000000007 80.500000000000014 3754.1591796875005 66.500000000000014 1499.682556152344 3081.7368164062505 10.500000000000002 6054.8757324218759 51.500000000000007 -21.499999999999996 564.90808105468761 -7.4999999999999991 13908.505371093752 3827.414184570313 2320.079467773438 269.47608947753912 182.46546936035159 2855.797973632813 3645.8532714843755 999.28067016601574 857.34472656250011 418.29415893554693 478.39485168457037 2.5000000000000004 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=4 6 -3 -4 -1 -6 7 8 -2 15 -11 -12 13 -9 -14 -10 -7 18 19 20 21 -18 28 -24 25 26 -22 -28 -21 -15 right_child=1 2 3 -5 5 16 -8 12 9 10 11 -13 14 29 -16 -17 17 -19 -20 22 24 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0029017207426107056 0.00015116375921081661 -0.01094069751794044 0.010542239283579634 0.0025178395234709975 -4.9523940528320827e-05 0.0059264062164151145 -0.0017302309619948706 -0.005125714965356693 -0.00154042481362601 -0.0097186663806114702 -0.001926235852173227 -0.023437572536149035 0.030451733238112368 0.0045919727614967213 0.00055407254298594328 0.0027110771780152663 -0.0026773283994490304 0.0029790474223735748 -0.0048366321346944652 0.0025976620822975908 -0.0095226190293745284 0.0041520350763262371 -0.01158196788910174 2.8405809671929793e-05 -0.0024003151625311358 -0.015824304881964263 0.016739735344848201 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157.515 57.6333 53.1732 37.9707 145.246 141.447 121.528 threshold=3645.8532714843755 3081.7368164062505 1.1054999828338625 3.4465000629425053 2.5000000000000004 1.8989999890327456 48.500000000000007 4493.2343750000009 8136.8720703125009 11465.855468750002 1.0000000180025095e-35 39.500000000000007 10240.441894531252 -4.4999999999999991 11.500000000000002 1.0205000042915346 3985.294067382813 56351.945312500007 4316.3833007812509 2.7749999761581425 9759.5722656250018 4.1315000057220468 4.1315000057220468 12812.083496093752 1.0000000180025095e-35 21.500000000000004 7.0125000476837167 16278.651855468752 16701.354492187504 14212.430175781252 decision_type=2 2 2 2 2 2 2 2 2 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 -2 13 10 15 12 -10 -9 -15 16 -8 -13 19 -7 21 -20 23 24 -22 -21 27 29 -28 -24 right_child=5 2 3 4 -6 18 9 8 11 -11 -12 17 -14 14 -16 -17 -18 -19 20 25 22 -23 26 -25 -26 -27 28 -29 -30 -31 leaf_value=-1.1179483607324265e-05 0.00052874773838648052 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256.30993691086769 22369.48715826869 6028.0512281432748 934.41093581914902 9484.1923649720848 7803.5629099979997 20223.986431196332 824.17704874277115 799.70540218986571 4655.8590311137959 9328.3710491582751 33737.656682310626 1584.9693355411291 leaf_count=616479 35946 1154 33953 7530 575 24721 5615 1204 3108 29156 44690 27234 18097 16155 772 27148 1113 1052 91841 25852 3862 40747 32430 82046 3307 4456 21771 38126 164816 6678 internal_value=-3.8562e-05 0.000121579 0.00197824 0.00231564 -0.00190446 -0.00018328 -0.000820659 -0.00211867 -0.00350353 0.000511923 -0.000702363 -0.00201126 -0.00452067 -0.0078005 -0.00692661 0.0014658 0.00648378 -0.0001101 7.17596e-05 -0.00145477 0.000234129 0.00130205 -0.000195961 -0.00216938 -0.0107812 -0.00329216 0.000563635 0.00167153 2.35328e-05 0.00430581 internal_weight=327175 155312 10364.3 10088.5 1859.06 171863 49116 24880.8 16335.6 24235.2 17193.2 12124.8 5226.35 4210.77 3919.28 7570.37 1177.92 6898.46 122747 11800.8 110947 31853.7 79093 21982.6 1758.59 6827.76 57110.4 18716.9 38393.5 9388.53 internal_count=1411634 659691 43212 42058 8105 751943 211290 103568 67622 107722 78566 49491 21205 18131 16927 33876 6728 28286 540653 55029 485624 132588 353036 89215 7169 30308 263821 77234 186587 39108 is_linear=0 shrinkage=0.03 Tree=225 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 3 2 0 0 0 0 1 2 2 0 2 2 2 0 2 2 2 2 2 0 2 2 3 2 split_gain=8.47043 9.68446 16.4314 34.9188 35.1359 14.8888 35.2673 25.1664 30.6368 48.9977 29.3625 33.4449 33.5293 25.9827 25.7909 21.9527 29.1968 20.2489 18.6052 17.2743 42.4662 16.3266 14.6887 14.5887 14.5136 17.9773 20.0293 22.9302 17.7588 18.4899 threshold=92.500000000000014 34.500000000000007 10.500000000000002 23.500000000000004 5797.4450683593759 303.00918579101568 2.1755000352859502 6054.8757324218759 46.500000000000007 26.500000000000004 47.500000000000007 28.500000000000004 28.500000000000004 3645.8532714843755 2629.156860351563 85.500000000000014 99998.222656250015 32150.583984375004 8654.3632812500018 34.500000000000007 4784.4965820312509 4881.8349609375009 478.39485168457037 466.24169921875006 498.67184448242193 55.500000000000007 2320.079467773438 3081.7368164062505 1.1054999828338625 397.09068298339849 decision_type=2 2 2 2 2 2 2 2 2 2 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 22 6 -5 8 9 21 11 17 18 24 -11 -12 -17 -9 -13 -16 -21 23 -4 -7 28 26 -26 -28 -10 -30 right_child=-2 -3 3 5 -6 7 -8 10 13 14 15 12 -14 -15 19 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=3.4533026522572763e-05 -0.022501215068544089 0.003000112931971013 0.021107149881303786 -0.0082244286027982096 0.0077729616461531311 0.0076840593640874902 0.043976717774717435 0.0060392029382066699 -0.013471941603302742 -0.0006180877880012449 0.0030548622884355725 -0.02604027048855018 0.0044727805571612104 -0.0093238103159390805 0.014208423097705128 -0.020883405650180022 0.0062776495457420372 -0.011532208958023355 -0.011829764883254702 0.0077506321452293575 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6.24243e-06 -0.00159619 0.0042327 -0.00254891 -0.00712577 -0.001947 -0.000124369 0.00299832 -0.00483778 -0.00806237 -0.0114653 -0.00347348 0.00522681 9.22166e-05 -0.0100531 0.000739356 -0.0140776 0.00858476 0.00490422 -0.0115052 -0.00700234 -0.0144612 -0.000331414 -0.00163806 0.00296226 0.00977695 0.0117473 0.0195917 internal_weight=327197 327182 326207 5659.19 795.03 4864.16 565.337 4298.82 2636.5 1364.37 1662.31 1004.98 724.773 1272.13 1182.66 657.333 148.57 280.208 622.707 751.126 453.997 181.718 190.495 163.996 827.63 746.839 377.788 191.453 80.7914 61.6236 internal_count=1411745 1411536 1407474 26513 3376 23137 3631 19506 12344 6266 7162 4440 3306 6078 5365 2722 633 1134 2888 3156 1943 901 937 830 3754 3311 1661 791 443 329 is_linear=0 shrinkage=0.03 Tree=226 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 0 1 1 2 1 2 1 1 1 1 2 1 0 split_gain=8.45361 16.9337 22.0481 52.227 24.6514 21.1322 30.0949 19.3202 18.9027 17.0504 14.6358 33.9646 23.6724 20.782 151.279 74.3275 29.8932 60.9911 35.6704 16.4972 14.3909 14.0602 17.2138 24.291 16.2399 13.946 21.1431 13.83 32.8803 17.9876 threshold=1.0619999766349795 1.1054999828338625 2760.058227539063 6949.8193359375009 40991.593750000007 2534.145385742188 1.0000000180025095e-35 8322.3417968750018 10727.411621093752 9536.4326171875018 3673.1176757812505 6643.0878906250009 7781.1735839843759 3645.8532714843755 1.5000000000000002 2583.655151367188 2406.084106445313 50.500000000000007 2.5000000000000004 -2.4999999999999996 2534.145385742188 6.5000000000000009 4685.5603027343759 1.5000000000000002 3.5000000000000004 -2.4999999999999996 1.0000000180025095e-35 2492.341430664063 1.0000000180025095e-35 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=10 2 5 -4 7 -2 -7 -5 9 -9 13 21 -13 15 19 16 25 18 27 -15 -19 22 23 -12 -24 -1 -27 28 29 -18 right_child=1 -3 3 4 -6 6 -8 8 -10 -11 11 12 -14 14 -16 -17 17 20 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 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545.32487338781357 294.14008118212223 40.971200406551361 172.39971053600311 51.966587349772453 3711.8259377926588 41.276688262820244 38.795040085911751 561.71684162318707 69.188021570444107 12.926411762833593 2969.5172232836485 4581.4452866464853 132.48429553210735 120.70852403342724 29.388545677065849 leaf_count=4783 24632 1289192 15377 892 266 740 981 664 3431 625 1486 1056 7374 802 2949 1228 175 712 209 17962 169 229 2477 356 70 12046 19701 543 483 135 internal_value=1.37e-05 -2.19519e-05 -0.00119147 -0.00276581 0.00201458 -1.96558e-05 0.00647195 0.00288086 0.00135061 -0.00494948 0.000665938 -0.00121673 0.00103268 0.00107853 0.00277657 0.000286612 0.000761683 0.00729888 1.79474e-05 0.00485681 0.0200945 -0.00567481 -0.00497603 -0.000270435 -0.00832374 0.000313919 -0.000136755 -0.00368757 0.00147717 0.0177777 internal_weight=327187 310229 10756.1 4589.76 1420.36 6166.37 420.539 1355.25 1146.08 311.953 16957.4 3048.26 2026.01 13909.2 4423.76 9485.39 9191.25 589.196 375.519 3878.44 213.676 1022.26 983.463 408.82 574.643 8602.05 7550.96 323.553 191.068 70.3597 internal_count=1411745 1336800 47608 21255 5878 26353 1721 5612 4720 1289 74945 13048 8430 61897 21713 40184 38956 2426 1545 18764 881 4618 4389 1842 2547 36530 31747 1336 793 310 is_linear=0 shrinkage=0.03 Tree=227 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 1 1 2 2 0 0 0 2 3 2 1 0 2 1 3 2 0 1 1 0 0 0 2 0 split_gain=8.36966 18.4496 15.8833 17.5062 15.6069 14.3833 14.4921 12.3785 15.0776 11.1052 15.0673 10.5855 15.0618 10.0185 23.5461 35.0802 40.5543 32.3223 27.1012 24.4712 22.8374 45.0924 55.443 44.4999 26.4459 23.043 27.3128 24.8203 28.413 79.8456 threshold=112.57336044311525 50.500000000000007 65.889682769775405 78.500000000000014 65.500000000000014 35.500000000000007 3.5000000000000004 2.5000000000000004 87.134357452392592 65.889682769775405 27.500000000000004 23.500000000000004 5.5000000000000009 554.91479492187511 4.4095001220703134 263.91864013671881 4.5000000000000009 12.500000000000002 184.69928741455081 1.0000000180025095e-35 3.2575000524520878 441.73387145996099 72.500000000000014 1.0000000180025095e-35 -1.4999999999999998 74.500000000000014 68.500000000000014 48.500000000000007 288.74774169921881 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 5 -3 4 -4 6 9 8 -6 11 -11 12 -1 14 20 18 17 19 -16 -17 21 25 24 -22 -23 26 27 -2 29 -29 right_child=13 2 3 -5 7 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.011627248335405242 -0.00086341891642524018 0.0032935498802407963 -0.004594660020179055 -0.036378545906284955 -0.014459279405131944 0.0044723015480137547 0.029804557716021515 0.036916387341461368 0.012328120222792355 0.0083553997759517381 -0.0053359830182918627 -0.0035013890521662814 -0.032458819040010085 8.4153059474173232e-05 0.0069938941064333453 0.0041040026343143726 0.045237791933549973 0.0061130880892151197 -0.016135845194583495 -0.0092129228540957769 0.00027956648672110301 -0.00099576454055428807 -0.0066871928065772345 -0.0046551319131645716 0.0047544753781761555 0.0065133323261475353 -0.0039237036389726757 0.001109296815187366 0.0035117051725075663 -0.0044774743366771457 leaf_weight=8.8907703235745412 35169.311499498785 447.71099711954594 752.39627239108086 14.47556611150503 27.213623687624931 1682.8240962177515 12.708063289523123 11.746982306241987 61.983822122216225 121.69946254789829 178.3636998385191 64.557569712400436 32.360505908727646 255253.74845754285 66.856362298130989 237.88605932891369 21.374200269579887 1330.7350718677044 143.34503135085106 259.84655207395554 3412.2092182189226 903.13669815659523 528.85431584715843 3175.0267802327871 3546.5331737995148 420.09409828484058 2065.3721231222153 11909.102568805218 2459.8649621158838 2854.1351010501385 leaf_count=63 148658 1908 3231 80 115 7190 57 59 270 583 760 273 174 1106366 305 1227 102 5985 647 1112 14063 3802 2241 13775 15048 1768 8723 50610 10365 12185 internal_value=1.32874e-05 0.00149028 -0.00129586 -0.00366356 -0.0031086 0.00323446 -0.00174206 0.00796786 0.00415544 -0.0027298 0.000216961 -0.0110865 -0.0229571 -2.30067e-06 -0.000324439 0.00283429 0.00415396 0.0036737 -0.00877923 -0.00284824 -0.000422373 -0.000237865 0.00249593 -0.00209894 0.00358737 -0.000485875 -0.000539868 -0.000406473 0.000526603 2.92221e-05 internal_weight=327174 3416.93 1315.53 867.816 853.341 2101.4 418.58 100.944 89.1974 405.872 300.063 105.809 41.2513 323757 68503.7 2060.04 1849.84 1828.47 210.201 497.733 66443.6 59856.4 4978.52 6587.24 4449.67 54877.9 54457.8 52392.4 17223.1 14763.2 internal_count=1411745 14763 5663 3755 3675 9100 1910 444 385 1853 1343 510 237 1396982 290616 9378 8426 8324 952 2339 281238 253400 21091 27838 18850 232309 230541 221818 73160 62795 is_linear=0 shrinkage=0.03 Tree=228 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 3 2 0 0 0 0 1 2 2 0 2 2 2 0 2 2 2 2 2 0 2 2 3 2 split_gain=8.1104 9.02961 15.4869 32.8596 33.1201 14.101 32.2588 23.8312 28.6928 46.2851 27.728 31.685 31.7666 24.2875 23.9403 20.6805 27.6059 19.0678 17.9958 16.2509 40.2221 15.4526 13.9071 13.6507 13.4953 16.7608 18.682 21.3848 16.6305 16.7904 threshold=92.500000000000014 34.500000000000007 10.500000000000002 23.500000000000004 5797.4450683593759 303.00918579101568 2.1755000352859502 6054.8757324218759 46.500000000000007 26.500000000000004 47.500000000000007 28.500000000000004 28.500000000000004 2629.156860351563 3645.8532714843755 85.500000000000014 99998.222656250015 32150.583984375004 8654.3632812500018 34.500000000000007 4784.4965820312509 4881.8349609375009 466.24169921875006 478.39485168457037 498.67184448242193 55.500000000000007 2320.079467773438 3081.7368164062505 1.1054999828338625 397.09068298339849 decision_type=2 2 2 2 2 2 2 2 2 2 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 23 6 -5 8 9 21 11 17 18 -11 24 -12 -17 -9 -13 -15 -21 22 -7 -4 28 26 -26 -28 -10 -30 right_child=-2 -3 3 5 -6 7 -8 10 14 13 15 12 -14 19 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=3.2712691688415258e-05 -0.022204401842402285 0.0028963063544977219 0.020117641143102716 -0.0080125222275686248 0.0075399592731544346 0.0074378181069280121 0.041255751873233368 0.0058541847421417267 -0.013257330410483754 -0.00060645564440344184 0.0029532409841182832 -0.025571353979375315 0.004336438590383772 0.013779149647634673 -0.0089991455502836815 -0.020348130060553974 0.0060900683685722471 -0.01120492297118162 -0.011520766620398588 0.0075085399664988513 -0.024202386274544553 0.015372681140779502 -0.017685735290793453 -0.0092194841945199245 -0.0039431936570595398 -0.0061691660860490691 0.012193730196075078 -0.026584939967877908 0.0048158911010437603 0.036178203861987536 leaf_weight=320527.82384989155 14.787100510671733 975.21643720567226 15.546408757567404 550.59856933355331 604.27375422418118 23.103648290038109 12.226282648742197 195.71602641046047 19.06344909965992 431.4598850607872 508.83125618100166 97.327620089054108 102.04328326880932 297.12659499049187 442.06949259340763 88.947492301464081 59.204386696219444 84.40014560520649 522.28999298810959 414.49007487297058 39.422827184200287 17.719869628548622 139.93343111872673 174.48157720267773 186.17230362445116 368.38225342333317 177.76427915692329 13.791546195745466 34.530036196112633 27.678101867437363 leaf_count=1380961 209 4062 79 3563 2439 128 68 788 114 2209 2089 517 418 1213 2324 387 246 346 2371 1737 206 71 702 858 870 1650 727 64 190 139 internal_value=1.28845e-05 1.38887e-05 5.27076e-06 -0.00155191 0.00410464 -0.00247749 -0.00694226 -0.00189193 -0.00011741 0.00290481 -0.00470838 -0.00784947 -0.0111735 0.00506603 -0.00336295 8.11968e-05 -0.00978291 0.000714206 -0.0137278 0.00832478 0.00475441 -0.0112338 -0.0141255 -0.00681938 -0.000351538 -0.00161606 0.00282438 0.00940176 0.0112574 0.0187698 internal_weight=327166 327152 326176 5648.59 794.302 4854.29 562.825 4291.47 2632.71 1363.26 1658.76 1001.78 721.661 1182.5 1269.45 656.983 148.152 280.116 619.618 751.039 453.913 180.757 163.037 190.028 827.382 746.11 377.728 191.556 81.2716 62.2081 internal_count=1411745 1411536 1407474 26513 3376 23137 3631 19506 12344 6266 7162 4440 3306 5365 6078 2722 633 1134 2888 3156 1943 901 830 937 3754 3311 1661 791 443 329 is_linear=0 shrinkage=0.03 Tree=229 num_leaves=31 num_cat=0 split_feature=2 0 2 0 0 0 1 1 2 2 0 0 0 2 3 2 1 0 2 1 3 2 0 1 1 0 0 0 2 2 split_gain=7.8669 17.3811 14.9577 16.8521 14.6009 13.5596 13.4088 11.1379 14.1999 10.4963 14.1809 10.126 14.3512 9.38506 22.1166 33.0344 36.968 30.4266 25.5067 23.0797 21.5777 42.3783 52.254 41.9873 24.8802 21.5972 25.8962 21.2939 27.739 23.6519 threshold=112.57336044311525 50.500000000000007 65.889682769775405 78.500000000000014 65.500000000000014 35.500000000000007 3.5000000000000004 2.5000000000000004 87.134357452392592 65.889682769775405 27.500000000000004 23.500000000000004 5.5000000000000009 554.91479492187511 4.4095001220703134 263.91864013671881 4.5000000000000009 12.500000000000002 184.69928741455081 1.0000000180025095e-35 3.2575000524520878 441.73387145996099 72.500000000000014 1.0000000180025095e-35 -1.4999999999999998 74.500000000000014 69.500000000000014 48.500000000000007 135.51687622070315 135.51687622070315 decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -6 11 -11 12 -1 14 20 18 17 19 -16 -17 21 25 24 -22 -23 26 27 28 -2 -29 right_child=13 2 3 -5 7 -7 -8 -9 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.011323500000494733 0.0053516734322359974 0.0031930276810583462 -0.0044579062783260308 -0.035953953020473918 -0.014042182617324527 0.0043393362249830956 0.028488912624686589 0.034837635414677347 0.011967088746748879 0.0081073284723281371 -0.0051770517226644294 -0.0033969782551571152 -0.031827156377924062 8.1053383354224163e-05 0.0067718658735746971 0.0039876133287602656 0.042880822652665643 0.0059322213711044446 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1768 6693 1954 145953 73236 internal_value=1.24901e-05 0.00144461 -0.00126007 -0.00355873 -0.00301897 0.00313769 -0.00169625 0.00768494 0.00403344 -0.00265206 0.000209532 -0.0107942 -0.0224788 -2.62149e-06 -0.00031443 0.00274806 0.0040294 0.0035661 -0.00852359 -0.0027698 -0.000409321 -0.000230016 0.00241969 -0.00203953 0.00347846 -0.000470506 -0.000522802 -0.000409598 -0.000836784 0.000438939 internal_weight=327156 3416.06 1315.13 867.392 853.177 2100.93 418.281 101.102 89.1175 405.443 300.005 105.438 40.874 323740 68495.6 2058.54 1848.41 1826.63 210.124 496.671 66437.1 59853.8 4980.37 6583.24 4451.87 54873.5 54453.1 52870.1 35166.1 17703.9 internal_count=1411745 14763 5663 3755 3675 9100 1910 444 385 1853 1343 510 237 1396982 290616 9378 8426 8324 952 2339 281238 253400 21091 27838 18850 232309 230541 223848 148658 75190 is_linear=0 shrinkage=0.03 Tree=230 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 1 1 1 0 0 2 2 2 0 0 2 2 3 2 2 2 0 1 0 2 2 0 2 2 0 split_gain=9.76557 13.6669 11.0979 19.1492 12.0753 11.7318 11.6193 10.4606 18.6741 8.5736 46.301 34.3498 63.0553 51.9456 51.3426 81.2851 47.7103 47.301 39.2033 34.399 34.1677 32.9595 31.9041 33.5496 75.5416 64 56.1571 30.7696 30.5781 29.2131 threshold=112.57336044311525 78.500000000000014 65.500000000000014 50.500000000000007 35.500000000000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 71.500000000000014 65.500000000000014 65292.480468750007 11728.783203125002 4316.3833007812509 89.500000000000014 77.500000000000014 8492.8930664062518 8492.8930664062518 7.7119998931884775 12538.349609375002 6336.3120117187509 3673.1176757812505 73.500000000000014 -11.499999999999998 79.500000000000014 16278.651855468752 32150.583984375004 74.500000000000014 28988.621093750004 21631.834960937504 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 2 3 4 6 7 -1 -4 -9 -2 11 12 17 22 15 19 -16 -11 -15 21 -19 -14 -13 24 26 -26 -24 28 -25 -17 right_child=9 -3 5 -5 -6 -7 -8 8 -10 10 -12 13 14 18 16 29 -18 20 -20 -21 -22 -23 23 27 25 -27 -28 -29 -30 -31 leaf_value=-0.0024559306911882792 2.9246540114703658e-05 -0.019635496560684751 0.0145044174976511 -0.001746640921019188 0.0042229354314640265 0.031830836596026188 0.026304192215443212 0.0087855462865021831 -0.027350178875652807 -0.001782819915813391 0.0027493827140748009 0.027762136144949639 0.00543245174222252 0.033823065207862095 -0.0048105157253112872 -0.024360119330061627 0.0028525814492331926 0.0064740214834082431 -0.0096988968269600007 0.010156037413065934 -0.018046062197096348 -0.0021213574811287683 -0.018437985702952513 -9.2508211238845483e-05 0.0020337639573003666 -0.006121952103351494 0.0091626575166251674 0.0051401567153661724 -0.013835715912649021 -0.0044031815647182261 leaf_weight=394.35873345285654 290164.61011586362 27.073154531419277 69.042672201991081 1131.4333084076643 1680.5561801940203 18.976232126355171 13.061522394418715 40.63060137629509 18.838585272431374 14610.310794830322 3575.6779497526586 33.068760216236115 2248.6657927334309 18.976605385541916 1473.8662666752934 97.22581958770752 1451.1736871153116 906.24069080501795 1011.7194829210639 989.88930547237396 54.205530166625977 676.19503259658813 432.25319081544876 1057.573712721467 1821.5443447232246 1650.7060531973839 78.374597549438477 981.86732785403728 168.98815770447254 205.63068933784962 leaf_count=1799 1255952 138 301 4849 7182 88 57 169 81 61780 15693 198 9130 81 6048 392 5943 4016 4280 4025 235 2742 1748 4307 7419 6809 318 4075 686 831 internal_value=-6.46335e-06 0.00159439 0.0017651 0.00139644 0.00309962 0.00981216 -0.00153391 0.00656085 -0.00266149 -2.32477e-05 -0.000477335 -0.00086233 -0.000288305 -0.00265943 0.00204551 0.00416369 -0.00100869 -0.00135888 -0.00889759 0.00532209 0.00509016 0.0036861 -0.00162645 -0.00178341 -0.00342785 -0.00184346 -0.0142017 0.00118231 -0.00198596 -0.0108099 internal_weight=327103 3393.97 3366.9 3219.41 2087.98 147.488 407.42 128.512 59.4692 323709 33544.2 29968.5 22713.4 7255.07 7142.65 4217.61 2925.04 15570.8 1030.7 3914.75 960.446 2924.86 6224.38 6191.31 3982.88 3472.25 510.628 2208.43 1226.56 302.857 internal_count=1411372 14664 14526 13887 9038 639 1856 551 250 1396708 140756 125063 95142 29921 29111 17120 11991 66031 4361 15897 4251 11872 25560 25362 16294 14228 2066 9068 4993 1223 is_linear=0 shrinkage=0.03 Tree=231 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 2 3 3 2 2 1 1 3 2 2 2 2 0 2 0 3 3 3 2 2 2 0 1 split_gain=9.70611 27.6505 70.056 28.4177 106.034 23.7768 20.1464 47.6942 20.8892 20.286 61.2594 61.5182 25.9109 24.8689 19.0795 199.12 38.4435 94.1497 23.3807 82.9728 48.1532 86.9131 53.4559 39.8508 37.0319 119.012 39.4793 29.1002 114.552 33.7393 threshold=1.0000000180025095e-35 1.5000000000000002 99998.222656250015 45803.917968750007 47761.341796875007 89168.484375000015 157.11404418945315 164.66607666015628 3.4465000629425053 1.0205000042915346 3985.294067382813 3645.8532714843755 -2.4999999999999996 -2.4999999999999996 40.666500091552741 99998.222656250015 6496.4731445312509 3197.024536132813 99998.222656250015 18.500000000000004 39331.130859375007 16.500000000000004 2.5095000267028813 1.4100000262260439 17.333499908447269 14212.430175781252 1575.673034667969 31044.129882812504 22.500000000000004 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 -6 8 -8 -3 10 11 12 -9 -13 18 16 17 -16 20 -20 24 -22 -23 -21 27 26 -26 -2 29 -29 right_child=14 6 -4 4 5 -7 7 9 -10 -11 -12 13 -14 -15 15 -17 -18 -19 19 23 21 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00048162680334951503 -0.00017663846552506865 0.001756047858269037 0.018294926922452128 -0.10086019425847394 0.012834918432510665 -0.058503851867514549 -0.0059880781859156604 0.0075814072584048237 0.016411183603818578 8.5075758853880173e-05 -0.0074300298734389612 -0.0062608671622156062 -0.0034088039637391429 0.012166223237469177 -0.025355036324607613 0.004399015087504842 -0.0098086972800407318 0.022197060719823407 -0.0036290886705405371 -0.014012010339511972 0.0049465641482010509 0.0031586643784900646 -0.0024668940676381887 0.0039858854148199273 -0.015008628585681928 -0.010195161611602494 0.003211780242245661 0.0057836918406554052 -0.002093200582509959 0.015438649869032881 leaf_weight=126.94916287250817 140129.01082210243 4909.210063457489 242.28559249080718 12.653253475204108 27.012799384072427 4.9799748472869387 1156.2507608532906 273.54681071639061 89.124768942594528 148117.3397372067 418.42817479372025 71.418430969119072 656.25226728618145 855.39835521578789 58.080131649971008 2096.6829640511423 1956.0479765683413 105.61835987120867 5731.1608755588531 116.55382372438908 4745.7431454211473 2410.639291241765 4115.7108217328787 2213.0560073256493 115.17375382781029 1321.1538334861398 1513.2093621976674 1020.1533595770597 2008.6440480649471 478.55006939172745 leaf_count=6463 592647 20341 11430 227 543 95 4697 1282 466 636634 1783 364 2736 5363 274 9474 10088 468 23145 486 19997 9746 16638 9132 494 5586 6541 4174 8096 1962 internal_value=-6.26817e-06 0.000163872 0.00790781 -0.0067584 -0.0273451 0.00173037 0.000143399 8.15923e-05 0.00201736 0.000128257 0.0029396 0.00527662 -0.000175485 0.0107463 -0.000163234 -0.00215613 -0.00863994 0.0053256 -0.000112589 -0.00168856 -3.21151e-05 0.00185737 -0.00038898 0.00308542 -0.000177412 -0.00350492 0.00192307 -0.000109083 0.00258997 0.00886661 internal_weight=327096 156961 413.881 171.595 44.646 31.9928 156547 151549 4998.33 150392 2275.04 1856.62 929.799 926.817 170135 4216.43 2119.75 163.698 165919 8060.77 157858 11272.1 6526.35 2329.61 146586 2949.54 1628.38 143636 3507.35 1498.7 internal_count=1411372 692424 18758 7328 865 638 673666 652859 20807 648162 11528 9745 4018 5727 718948 20304 10830 742 698644 32763 665881 46381 26384 9618 619500 12621 7035 606879 14232 6136 is_linear=0 shrinkage=0.03 Tree=232 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 2 3 3 2 2 1 1 3 2 2 2 2 2 0 2 2 2 2 2 2 0 2 0 split_gain=9.13548 26.2763 67.117 25.8459 89.0345 21.5037 18.9637 44.8583 19.8232 19.1463 57.7476 57.9627 24.4203 23.1101 18.1575 144.915 136.676 68.0494 42.8102 85.618 53.603 33.5664 114.91 31.6456 31.1727 25.0781 25.0658 82.7421 47.4922 87.0247 threshold=1.0000000180025095e-35 1.5000000000000002 99998.222656250015 45803.917968750007 47761.341796875007 89168.484375000015 157.11404418945315 164.66607666015628 3.4465000629425053 1.0205000042915346 4063.8671875000005 3645.8532714843755 -2.4999999999999996 -2.4999999999999996 28.166500091552738 65292.480468750007 6643.0878906250009 3197.024536132813 34238.300781250007 28052.395507812504 1.5000000000000002 84498.644531250015 99998.222656250015 89168.484375000015 31044.129882812504 29989.942382812504 99998.222656250015 18.500000000000004 35406.285156250007 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 -1 -5 -6 8 -8 -3 10 11 12 -9 -13 26 16 17 -16 19 -18 24 -17 23 -23 -21 -22 28 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88.53286524862051 148115.1238749139 414.52759267389774 71.839045733213425 656.65581122040749 853.55862784385681 94.113538756966591 736.51250045746565 830.83891962468624 407.6704935580492 797.13722755014896 12.620951145887375 33.274166360497475 249.08832521736622 2855.875709168613 586.93863405287266 10.048755422234535 48.165867507457733 5039.3651252985001 2258.6318989992142 4430.8381384760141 7627.2047037854791 leaf_count=6463 609208 20341 11430 227 543 95 4697 1282 466 636634 1762 365 2736 5383 431 3403 4822 1772 3689 94 139 1037 12550 2472 92 200 20365 9322 18540 30812 internal_value=-6.06967e-06 0.000158999 0.00773689 -0.00650338 -0.0258301 0.00168983 0.000139115 7.91575e-05 0.00195758 0.000124425 0.00285911 0.00512143 -0.000170169 0.0104363 -0.000158361 -0.00169355 -0.00792317 0.00586366 -0.0119172 -0.00756226 0.0180839 0.00144891 0.000282335 -0.0094998 0.0588845 0.00672664 -9.57877e-05 -0.00181426 -1.54745e-05 0.00179313 internal_weight=327065 156949 410.745 172.662 45.7681 31.9483 156538 151541 4996.55 150385 2269.39 1854.86 929.467 925.398 170116 6662.29 2233.87 501.784 1732.09 934.949 104.11 4428.42 3691.9 836.027 22.6697 81.44 163454 7298 156156 12058 internal_count=1411372 692424 18758 7328 865 638 673666 652859 20807 648162 11528 9766 4018 5748 718948 30701 11239 2203 9036 5347 525 19462 16059 3509 186 339 688247 29687 658560 49352 is_linear=0 shrinkage=0.03 Tree=233 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 2 3 3 2 2 1 1 3 2 2 2 2 2 0 2 2 2 2 2 0 2 0 3 split_gain=8.59883 24.9637 64.3084 24.593 74.5521 24.5724 17.8503 42.1922 18.8099 18.0695 54.4614 55.5268 23.0148 22.4709 17.124 136.715 129.119 64.0704 40.4664 80.4534 47.4497 31.6436 108.301 29.9303 26.1634 23.5885 77.8653 44.6978 83.0322 40.5704 threshold=1.0000000180025095e-35 1.5000000000000002 94341.222656250015 45803.917968750007 47761.341796875007 89168.484375000015 157.11404418945315 164.66607666015628 3.4465000629425053 1.0205000042915346 3985.294067382813 3645.8532714843755 -2.4999999999999996 -2.4999999999999996 28.166500091552738 65292.480468750007 6643.0878906250009 3197.024536132813 34238.300781250007 28052.395507812504 1.5000000000000002 84498.644531250015 99998.222656250015 89168.484375000015 31044.129882812504 99998.222656250015 18.500000000000004 35406.285156250007 6.5000000000000009 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 8 -8 -3 10 11 12 -9 -13 25 16 17 -16 19 -18 24 -17 23 -23 -21 27 -27 -2 -29 -30 right_child=14 6 -4 4 5 -7 7 9 -10 -11 -12 13 -14 -15 15 21 18 -19 -20 20 -22 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.00045355967498520035 -0.00016181747066690264 0.001653070156049998 0.017773484541318687 -0.080223561789009412 0.012358161412101299 -0.064703806718924603 -0.0056298910789738341 0.0071721109201855525 0.015650662885047892 8.0050150609407115e-05 -0.0069715773108572137 -0.0058622877781144677 -0.0032034202675712904 0.011619006251796824 -0.016713965571782667 0.0070897607753288685 -0.010503859856723065 0.010805176782339254 -0.016576506277075718 0.082363013980710831 0.0065146245588386968 -0.00052399817774531989 0.003053545538329839 -0.012940290973604227 0.018598347430793367 -0.0038348841133387184 0.0028688385066577096 0.0068641991817087362 0.0056856793148710337 -0.00019611589420123084 leaf_weight=126.83969885273837 144094.06324860826 4906.8558555692434 235.16352140437812 14.92856998555362 26.406098186038438 4.3354190774261943 1157.1186669915915 272.09070938825607 87.950380928814411 148112.97403734177 419.80394732952118 71.815343126654625 657.04378579556942 843.10735642910004 93.569501578807831 735.27918442338705 826.84739406406879 408.84133691340685 794.1908408626914 13.405470997095108 81.555813834071159 249.09828376024961 2854.0591431111097 585.27537233382463 10.196133255958557 5038.4952872395515 2258.3316017389297 2302.3134295940399 1204.103492051363 8548.2632541060448 leaf_count=6463 609208 20341 11454 227 543 71 4697 1282 466 636634 1783 364 2736 5363 431 3403 4822 1772 3689 94 339 1037 12550 2472 92 20365 9322 10016 4879 34457 internal_value=-5.88352e-06 0.000154268 0.0075683 -0.0063433 -0.0252202 0.00149026 0.000134959 7.67951e-05 0.00189954 0.000120707 0.00278067 0.00500079 -0.000165017 0.0102468 -0.000153643 -0.00164566 -0.00770493 0.00567998 -0.0116006 -0.00736052 0.0173554 0.00140692 0.000274056 -0.00923347 0.054816 -9.29175e-05 -0.00176012 -1.50094e-05 0.00173984 0.000530097 internal_weight=327034 156936 407.673 172.51 45.6701 30.7415 156529 151534 4994.81 150377 2263.86 1844.06 929.134 914.923 170098 6652.32 2228.61 502.411 1726.2 932.005 105.157 4423.71 3688.43 834.374 23.6016 163446 7296.83 156149 12054.7 9752.37 internal_count=1411372 692424 18758 7304 841 614 673666 652859 20807 648162 11528 9745 4018 5727 718948 30701 11239 2203 9036 5347 525 19462 16059 3509 186 688247 29687 658560 49352 39336 is_linear=0 shrinkage=0.03 Tree=234 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 1 1 1 0 0 2 2 2 0 2 0 2 3 2 1 0 2 2 0 0 2 2 2 0 2 split_gain=8.23264 13.344 10.23 17.8417 11.8549 11.0301 11.0117 9.46649 17.6745 8.27936 40.7338 31.6564 59.6381 51.6547 83.1051 48.0482 44.2867 41.5 36.7758 30.3801 31.6887 71.1004 59.9802 52.761 30.1772 29.2662 28.7589 28.3764 26.9589 78.9418 threshold=112.57336044311525 78.500000000000014 65.500000000000014 50.500000000000007 35.500000000000007 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 71.500000000000014 65.500000000000014 65292.480468750007 11728.783203125002 4685.5603027343759 77.500000000000014 8322.3417968750018 89.500000000000014 8492.8930664062518 7.7119998931884775 12538.349609375002 -11.499999999999998 79.500000000000014 16278.651855468752 32150.583984375004 74.500000000000014 67.500000000000014 28988.621093750004 21631.834960937504 1235.1978759765627 52.500000000000007 11465.855468750002 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -9 28 11 12 17 14 -14 19 -15 -11 -17 -13 21 23 -23 -21 -16 26 -22 -19 -2 -30 right_child=9 -3 6 -5 -6 -7 -8 8 -10 10 -12 15 13 16 24 18 -18 27 -20 20 25 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0025780671756395054 -8.1109030646549682e-05 -0.019604303224266883 0.01379774538853209 -0.001755115350377608 0.0040371839880347874 0.025350719290911695 0.030575890642637701 0.0085243642845897003 -0.026709520319050908 -0.0016303758622830072 0.0025608053973715287 0.027333301829201788 0.0059619297226764807 -0.0047494646765497018 -0.023708817710361291 0.032845921191320675 0.0027749085107347496 0.013896821796165743 -0.0093350103457720737 -0.017859621736214099 -8.2494921413285216e-05 0.0019815932164560512 -0.0059123886301463017 0.008899429032231447 -0.0038401730989386985 0.0050319523155445654 -0.013408256939244502 0.0019044995684738793 0.00021176524371083723 0.0041060034679921923 leaf_weight=393.10799622535706 252487.27004403528 26.839725166559219 68.441664725542068 1130.7432041019201 1679.2651689052582 13.152610957622526 19.168864816427231 40.69060917198658 18.703150123357773 15281.13200109452 3572.0152062289417 32.578495688736439 3293.057889983058 1367.4524219036102 100.023532807827 18.951516449451447 1451.0442634448409 231.3315155506134 1010.2556072995067 432.69774757325649 1057.5300356596708 1821.1857608556747 1652.159998446703 78.318454757332802 220.39255203306675 981.20271572470665 169.05846638977528 764.24437364563346 32106.163671761751 5485.370939783752 leaf_count=1799 1097832 138 301 4849 7182 57 88 169 81 64519 15693 198 13381 5595 403 81 5943 1018 4280 1748 4307 7419 6809 318 891 4075 686 3392 135366 22754 internal_value=-5.70231e-06 0.00146499 0.00163312 0.0012794 0.00292467 -0.00167388 0.00937221 0.00619273 -0.00257082 -2.1109e-05 -0.000467399 -0.000828409 -0.00027728 0.00216839 0.00454277 -0.00255373 -0.000875698 -0.00124372 -0.0085583 -0.00156093 -0.00171295 -0.00331049 -0.00177332 -0.0137585 -0.0100425 0.0011701 -0.00191916 0.00469103 3.04846e-05 0.000780014 internal_weight=327004 3390.11 3363.27 3216.27 2085.53 406.261 147.004 127.835 59.3938 323613 33534.6 29962.6 22708.7 6431.97 3613.47 7253.94 2818.5 16276.7 1029.21 6224.73 6192.15 3984.36 3473.35 511.016 320.416 2207.79 1226.59 995.576 290079 37591.5 internal_count=1411372 14664 14526 13887 9038 1856 639 551 250 1396708 140756 125063 95142 26213 14675 29921 11538 68929 4361 25560 25362 16294 14228 2066 1294 9068 4993 4410 1255952 158120 is_linear=0 shrinkage=0.03 Tree=235 num_leaves=31 num_cat=0 split_feature=0 0 2 2 3 2 0 2 0 1 0 1 0 2 2 2 1 1 2 0 3 2 2 2 2 3 3 1 0 0 split_gain=10.4127 9.77381 9.15513 15.268 10.5721 8.87046 33.1042 21.2343 9.88808 8.65162 14.9244 14.0883 41.4076 41.2358 15.3326 13.6083 21.2249 13.4713 12.4667 45.4036 12.0256 12.8283 20.8486 26.6041 27.0534 17.8026 17.2529 15.0024 19.1479 14.6826 threshold=1.0000000180025095e-35 94.500000000000014 4063.8671875000005 94341.222656250015 21.500000000000004 50250.322265625007 97.500000000000014 44208.716796875007 97.500000000000014 32.500000000000007 92.500000000000014 11.500000000000002 23.500000000000004 4784.4965820312509 457.87971496582037 28052.395507812504 73.500000000000014 17.500000000000004 15542.858398437502 45.500000000000007 1.247500002384186 6054.8757324218759 3673.1176757812505 3645.8532714843755 3023.088989257813 2.5095000267028813 2.0774999856948857 27.500000000000004 82.500000000000014 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 9 4 5 -3 6 7 -4 -7 11 15 -2 13 14 -13 16 -11 18 -14 -20 -19 22 23 24 27 -23 -25 28 -22 -24 right_child=1 2 3 -5 -6 8 -8 -9 -10 10 -12 12 17 -15 -16 -17 -18 20 19 -21 21 25 29 26 -26 -27 -28 -29 -30 -31 leaf_value=0.030080554065351588 1.5594384824005032e-05 -0.0054098720648539985 -0.013112131381743384 -0.00090028667349926735 0.0089407891075829037 -0.012111979609800752 0.026504012600834816 0.017075892631977698 -0.038584486501642097 0.0030305720754815841 -0.022550175298134842 0.027143803460465993 -0.0033509676508536763 0.0092897819760653557 -0.011757105620859111 0.013944384215493419 -0.018738909568213568 -0.0054000042689787775 -0.018791410502811603 0.0021396362519631594 0.0002364229534398592 -0.0080134333862023881 0.012896110524351325 0.0023102873675241572 0.015890409049316351 0.0019759795188335105 -0.022802714989422011 -0.013105339572628865 0.041864940106268025 -0.0022022221332204965 leaf_weight=10.351427929475902 320109.98171801772 79.432309314608574 220.65166176110506 468.07070010341704 110.43903399631381 46.394018970429897 24.259001635015011 23.172922417521477 17.484730377793312 936.1484666466713 20.729185089468956 9.8027170300483686 1718.6703459620476 515.56244012713432 130.71181020140648 95.735752165317535 42.121718943119049 434.23749392479658 207.34570233523846 169.53538191318512 307.68607579171658 319.87132760882378 223.66314397752285 37.664125561714172 103.90413501858711 322.39291650056839 71.097599595785141 77.93480621278286 10.276641234755514 78.247996151447296 leaf_count=3876 1375850 365 1014 2195 507 200 132 100 86 3869 101 48 8706 2083 658 406 177 2259 920 688 1651 1389 909 163 424 1320 361 362 51 322 internal_value=-7.55737e-06 -8.51002e-06 -0.00298496 -0.00439046 0.00293722 -0.00931165 -0.00691782 -0.0102431 -0.019358 5.29577e-07 0.002663 -8.44291e-06 -0.00163225 0.00536332 -0.00904326 0.00314963 0.00209324 -0.00275646 -0.00443453 -0.00937583 -0.000986703 0.000247516 0.00253775 -0.000659769 0.00226628 -0.00299912 -0.0141061 -0.0013094 0.00158187 0.00898299 internal_weight=326944 326933 989.904 800.033 189.871 331.962 268.084 243.825 63.8787 325943 1094.74 324849 4738.6 656.077 140.515 1074.01 978.27 4082.53 2095.55 376.881 1986.98 1552.74 910.475 608.563 499.802 642.264 108.762 395.898 317.963 301.911 internal_count=1411192 1407316 4599 3727 872 1532 1246 1114 286 1402717 4553 1398164 22314 2789 706 4452 4046 19525 10314 1608 9211 6952 4243 3012 2488 2709 524 2064 1702 1231 is_linear=0 shrinkage=0.03 Tree=236 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 0 2 0 2 2 1 0 1 0 2 2 2 1 1 2 0 2 2 2 0 1 3 2 2 2 split_gain=9.21044 8.62226 14.4191 9.94281 8.42045 31.063 20.0146 9.53529 8.38803 18.1518 8.13787 14.0929 13.2927 39.0129 38.8535 14.3909 12.8542 20.0089 12.701 11.7982 43.0503 11.7212 25.3403 23.9232 17.625 13.4697 11.3376 12.0789 19.6351 25.1849 threshold=94.500000000000014 4063.8671875000005 94341.222656250015 21.500000000000004 50250.322265625007 97.500000000000014 44208.716796875007 97.500000000000014 8492.8930664062518 12812.083496093752 32.500000000000007 92.500000000000014 11.500000000000002 23.500000000000004 4784.4965820312509 457.87971496582037 28052.395507812504 73.500000000000014 17.500000000000004 15542.858398437502 45.500000000000007 27132.552734375004 75302.914062500015 12812.083496093752 18.500000000000004 17.500000000000004 1.247500002384186 6054.8757324218759 3673.1176757812505 3645.8532714843755 decision_type=2 2 2 2 2 2 2 2 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 3 4 -2 5 6 8 -6 -3 -10 12 16 -1 14 15 -14 17 -12 19 -15 -21 23 25 -16 -25 -23 -20 28 29 -28 right_child=1 2 -4 -5 7 -7 -8 -9 9 -11 11 -13 13 18 21 -17 -18 -19 26 20 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=1.6070029189070821e-05 -0.0052513973023003788 -0.024652334090326248 -0.00087323771988653104 0.0086664979700195252 -0.011770386241469453 0.025527430519853834 0.016532294319835824 -0.03788679778446994 0.015769192748144159 -0.013468865552026896 0.0029396919285337485 -0.021971222048712456 0.0260448828932285 -0.0032545084299596318 0.009224135195881996 -0.011461931211357804 0.013562873059146956 -0.018221508871447172 -0.0052482070562395013 -0.018331939068792269 0.0020755602556511875 0.013367425459830858 -0.0021788070228080567 0.0049451168332388948 -0.029039892383205989 0.030448433729855787 0.0021980225901560629 -0.0029110663481479002 0.0087209433908954619 -0.013774230613569768 leaf_weight=320119.90956057934 79.375382609665394 42.929111704230309 468.09158099628985 110.51516715437174 46.309524603188038 24.428792543709278 23.216149270534515 17.275685638189316 21.79156419634819 155.31160604208708 936.13683451712132 20.638535678386688 9.9081832319498044 1716.5538219586015 215.50623227655888 130.06557238101959 95.479777649044991 42.019792214035988 433.40612926334143 206.18412427604198 169.52627947926521 113.53741137683392 65.580770328640938 26.112584069371223 28.971844106912613 65.532396242022514 499.78233934938908 641.85700786113739 301.65864965319633 108.05864505469799 leaf_count=1379726 365 209 2195 507 200 132 100 86 98 707 3869 101 48 8706 870 658 406 177 2259 920 688 462 264 106 116 265 2488 2709 1231 524 internal_value=-7.33467e-06 -0.00289769 -0.00426279 0.00284873 -0.0090524 -0.00672122 -0.00995987 -0.018866 -0.0127551 -0.00987128 1.43754e-06 0.00258419 -7.26255e-06 -0.00158563 0.0052091 -0.00880697 0.00305622 0.00203065 -0.00267761 -0.00430846 -0.00912376 0.00901679 0.0137755 0.00471431 -0.0129294 0.0196184 -0.00095842 0.000240027 0.00246383 -0.000641437 internal_weight=326936 989.245 799.354 189.891 331.262 267.677 243.248 63.5852 220.032 177.103 325946 1094.27 324852 4732.24 655.215 139.974 1073.64 978.157 4077.03 2092.26 375.71 515.241 244.651 270.591 55.0844 179.07 1984.76 1551.36 909.5 607.841 internal_count=1411192 4599 3727 872 1532 1246 1114 286 1014 805 1406593 4553 1402040 22314 2789 706 4452 4046 19525 10314 1608 2083 991 1092 222 727 9211 6952 4243 3012 is_linear=0 shrinkage=0.03 Tree=237 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 0 2 0 2 2 0 2 2 2 0 0 2 1 1 2 2 0 2 2 2 2 2 0 0 1 split_gain=8.6761 8.12236 13.6292 9.35131 7.98819 29.1648 18.876 9.20075 8.03899 17.1122 7.96762 34.0298 57.321 54.9462 103.035 63.1975 133.84 57.88 47.8367 39.1732 36.3525 67.2811 39.3632 35.6089 35.5087 34.3211 36.3612 33.0782 30.6065 29.8757 threshold=94.500000000000014 4063.8671875000005 94341.222656250015 21.500000000000004 50250.322265625007 97.500000000000014 44208.716796875007 97.500000000000014 8492.8930664062518 12812.083496093752 17.500000000000004 803.05700683593761 10470.297851562502 79088.097656250015 2.5000000000000004 2.5000000000000004 99998.222656250015 1.0000000180025095e-35 2.5000000000000004 23051.732421875004 3252.167602539063 4.5000000000000009 857.34472656250011 84498.644531250015 99998.222656250015 13908.505371093752 13080.345703125002 7.5000000000000009 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=10 3 4 -2 5 6 8 -6 -3 -10 11 -1 18 14 17 16 23 19 20 25 22 -22 -13 -15 -17 26 -14 -26 29 -24 right_child=1 2 -4 -5 7 -7 -8 -9 9 -11 -12 12 13 15 -16 24 -18 -19 -20 -21 21 -23 28 -25 27 -27 -28 -29 -30 -31 leaf_value=0.0025109397109109089 -0.0050975062653703489 -0.024120176007007593 -0.00084700388173615038 0.0084010154287812722 -0.011438516391102395 0.024598100167843286 0.016008843982266152 -0.03721519985457078 0.015275566563823496 -0.013101166024969921 -8.1588751714866656e-05 -0.0058142042980954449 0.017345361798237511 0.0081163315609921825 0.0018360079142960221 0.0026826979548351874 0.0060537677344200125 -0.011597975715647704 -0.00616733825862601 -0.0046030204916671655 0.0030940430525453794 -0.0030815925576707752 0.0016792335269800612 -0.0081755633259759149 -0.00095442418340480279 0.023752471566719752 -0.029013179372211928 -0.0043560440670779811 0.0053514860120182318 -0.0014546603459437034 leaf_weight=5638.6297012269497 79.319403983652592 42.565521076321602 468.11169560812414 110.58625296875834 46.224826239049435 24.588676355779171 23.255387827754021 17.063054136931896 21.820428997278214 154.88701079040766 248243.13803432137 872.3293242380023 32.220656972378492 137.58066815137863 29186.23737757653 1404.0960913747549 2831.2434349441901 825.13669439405203 1543.3429285734892 329.23137269169092 1926.4354872107506 9029.9009598866105 6177.3769826050848 986.51364546455443 6070.8364056199789 104.29314710572362 28.8718606159091 4465.2127872183919 1190.7931260764599 4916.8003126978874 leaf_count=25134 365 209 2195 507 200 132 100 86 98 707 1044042 3885 235 757 128624 5782 25190 5285 6715 2798 14186 38513 29281 4504 25830 1153 501 18160 5090 20928 internal_value=-7.11801e-06 -0.00281355 -0.00413978 0.00276298 -0.00880493 -0.00653437 -0.00969073 -0.0183882 -0.0124163 -0.00959711 1.39257e-06 0.000266519 9.08913e-05 0.000720068 0.00146526 -0.000710077 0.00257653 -0.00673379 -0.00104699 0.00138082 -0.000719278 -0.00199574 0.000343657 -0.00618156 -0.00179881 0.0132928 -0.00456333 -0.00239604 0.000780913 0.000290331 internal_weight=326929 988.422 798.517 189.906 330.405 267.117 242.528 63.2879 219.273 176.707 325940 77697.1 72058.5 46401.5 30506 15895.5 3955.34 1319.75 25657 494.617 24113.6 10956.3 13157.3 1124.09 11940.1 165.386 61.0925 10536 12285 11094.2 internal_count=1411192 4599 3727 872 1532 1246 1114 286 1014 805 1406593 362551 337417 218819 138596 80223 30451 9972 118598 4687 111883 52699 59184 5261 49772 1889 736 43990 55299 50209 is_linear=0 shrinkage=0.03 Tree=238 num_leaves=31 num_cat=0 split_feature=0 1 0 1 0 2 2 2 1 1 2 0 2 2 2 0 3 2 2 2 2 0 3 1 0 0 2 1 0 0 split_gain=8.17293 7.67536 13.3083 12.4626 36.8532 36.4416 13.4734 12.1418 18.864 11.9818 11.1659 40.821 11.0574 25.6661 17.8611 13.8809 10.6903 11.368 18.4825 23.8099 25.4415 16.9833 16.6153 14.1578 17.6761 13.8548 13.4211 12.9323 28.0571 12.394 threshold=94.500000000000014 32.500000000000007 92.500000000000014 11.500000000000002 23.500000000000004 4784.4965820312509 457.87971496582037 28052.395507812504 73.500000000000014 17.500000000000004 15542.858398437502 45.500000000000007 32150.583984375004 40991.593750000007 12812.083496093752 15.500000000000002 1.247500002384186 6054.8757324218759 3673.1176757812505 3645.8532714843755 3023.088989257813 28.500000000000004 2.0774999856948857 27.500000000000004 82.500000000000014 40.500000000000007 13381.118652343752 22.500000000000004 36.500000000000007 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 3 7 -1 5 6 -5 8 -3 10 -6 -12 14 -14 -7 -15 -11 18 19 20 23 -19 29 24 -18 -20 -23 28 -28 -21 right_child=-2 2 -4 4 9 12 -8 -9 -10 16 11 -13 13 15 -16 -17 17 21 25 22 -22 26 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=1.5486928515893276e-05 -0.0027319042277611514 0.0028539939223646239 -0.021405838102030551 0.024999126112837913 -0.0031583721563512267 0.0089700629779188839 -0.011129758674517915 0.013194182943549938 -0.017717685594549906 -0.0050981480002954462 -0.017881945039384495 0.0020158475525854959 0.029645747813935017 0.018076926793583876 -0.0087904710931908693 0.00042886866795359511 0.00016562479774865602 0.0063416427552438828 0.012272892223984306 0.017443853524527909 0.015341556485253547 -0.013121324377988583 -0.022073734940029517 -0.012814631922095388 0.039818751894804535 -0.0023940475120212599 -0.023392875613119691 0.0029849472319706432 0.0019100886918291082 -0.017427178545776467 leaf_weight=320087.95543781482 987.58163396269083 936.12225978076458 20.547187969088554 10.008768826723097 1714.442290648818 215.34589023888111 129.34227153658867 95.224971875548363 41.914051041007042 432.58294565230608 205.02118983864784 169.51746189594269 64.75683955848217 66.366042226552963 66.759735316038132 101.39286276698112 308.01153998076916 141.80047346651554 223.25726932287216 21.642066076397896 103.961640432477 144.74152202904224 69.932318061590195 77.700866907835007 10.461133942008017 78.291885897517204 67.027187943458557 192.29825431108475 95.828636288642883 15.922127828001974 leaf_count=1379726 4599 3869 101 48 8706 870 658 406 177 2259 920 688 263 272 269 409 1651 571 909 90 424 638 361 362 51 322 303 797 400 73 internal_value=-6.90289e-06 1.35453e-06 0.00251018 -7.0939e-06 -0.00153634 0.00507425 -0.00853483 0.00296804 0.00197239 -0.0025979 -0.00418352 -0.00887614 0.00875937 0.0136031 0.00476707 0.00741051 -0.000927923 0.000235269 0.00239308 -0.00062017 0.002133 -0.00282201 -0.0134295 -0.00133311 0.00146814 0.00846488 -0.00542137 -0.00228328 -0.00850395 0.00266326 internal_weight=326896 325908 1093.81 324814 4726.41 653.972 139.351 1073.26 978.036 4072.44 2088.98 374.539 514.621 232.516 282.106 167.759 1983.46 1550.88 909.181 607.632 500.135 641.696 107.497 396.174 318.473 301.549 499.896 355.154 162.856 37.5642 internal_count=1411192 1406593 4553 1402040 22314 2789 706 4452 4046 19525 10314 1608 2083 944 1139 681 9211 6952 4243 3012 2488 2709 524 2064 1702 1231 2138 1500 703 163 is_linear=0 shrinkage=0.03 Tree=239 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 2 1 1 2 2 0 2 2 2 2 2 0 2 0 0 0 2 2 2 2 0 2 0 1 split_gain=7.91319 32.0479 53.8827 51.6815 97.1516 59.5355 126.177 54.9127 45.0475 37.0967 34.1971 63.2978 37.0234 33.5187 33.4133 33.0434 33.6874 31.1795 28.9503 40.0172 31.3657 28.8109 28.7477 51.6211 29.3389 151.166 28.5294 46.1009 29.3272 28.1255 threshold=17.500000000000004 803.05700683593761 10470.297851562502 79088.097656250015 2.5000000000000004 2.5000000000000004 99998.222656250015 1.0000000180025095e-35 2.5000000000000004 23051.732421875004 3252.167602539063 4.5000000000000009 857.34472656250011 84498.644531250015 99998.222656250015 13908.505371093752 13080.345703125002 7.5000000000000009 7113.1401367187509 13.500000000000002 9.5000000000000018 15.500000000000002 50250.322265625007 56351.945312500007 16701.354492187504 18122.241210937504 10.500000000000002 84498.644531250015 3.5000000000000004 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 -1 8 4 7 6 13 9 10 15 12 -12 -3 -5 26 16 -4 -16 19 20 -13 29 24 -24 -9 -26 27 28 -7 -14 right_child=-2 2 3 5 -6 14 -8 22 -10 -11 11 18 21 -15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0024360141637121374 -8.9096970096095389e-05 -0.0056372215140159136 0.017001798515245522 0.0078892435995305404 0.0017797852905942803 -0.031119159182824423 0.0058869971010085858 -0.015477494180015755 -0.0059892528702653871 -0.0044524618276820865 0.0030023162725027947 -0.0048984240381820887 0.0016294573640895866 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1048641 3885 235 757 128624 169 25190 1787 6715 2798 14186 11181 29281 4504 25830 1153 501 18160 13683 6303 7346 5090 1112 538 70 1778 2751 2162 700 20928 internal_value=-6.69927e-06 0.000257712 8.72212e-05 0.000697442 0.00142031 -0.000689984 0.00250381 -0.00655699 -0.00101611 0.00134194 -0.000698283 -0.0019361 0.00033304 -0.00599894 -0.00174604 0.0129988 -0.00439162 -0.00232541 -0.00298886 -0.0042568 -0.00277593 0.000757415 -0.0113159 -0.018439 -0.00688869 -0.000812482 0.00260153 0.00677563 -0.00535042 0.000281307 internal_weight=326888 77664.7 72027.3 46377.4 30491 15886.4 3947.64 1314.73 25649.9 494.296 24109.1 10957.6 13151.5 1123.65 11938.7 164.123 61.4916 10534.8 9032.14 5799.85 4286.18 12278.7 820.439 314.474 505.965 296.327 1403.91 718.979 202.642 11088.5 internal_count=1411192 362551 337417 218819 138596 80223 30451 9972 118598 4687 111883 52699 59184 5261 49772 1889 736 43990 38513 24830 18527 55299 5285 1650 3635 1848 5782 3031 869 50209 is_linear=0 shrinkage=0.03 Tree=240 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 0 2 0 2 2 0 0 2 0 2 2 2 2 0 2 0 0 1 2 2 2 2 2 2 1 split_gain=8.604 7.23284 48.3559 86.8258 37.1279 33.3651 29.4952 95.2664 61.2917 42.9805 70.8523 59.1425 42.8833 89.7731 138.966 50.0581 46.1974 42.0107 49.3138 39.3124 77.0611 38.8867 34.9617 33.574 53.1761 33.5738 30.9368 30.1786 68.8841 29.5879 threshold=92.500000000000014 7.5000000000000009 28052.395507812504 5922.5739746093759 1.0000000180025095e-35 4.5000000000000009 79088.097656250015 2.5000000000000004 31044.129882812504 72077.554687500015 3.5000000000000004 3.5000000000000004 54578.230468750007 4.5000000000000009 39331.130859375007 58553.552734375007 47761.341796875007 42648.800781250007 5.5000000000000009 99998.222656250015 2.5000000000000004 1.5000000000000002 2.5000000000000004 47761.341796875007 42648.800781250007 40991.593750000007 65292.480468750007 33116.664062500007 35406.285156250007 -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 5 -5 7 8 21 10 26 -11 13 14 -12 -14 17 18 27 -8 -21 -4 25 24 -16 -20 -9 -15 -29 -26 right_child=-2 -3 6 4 -6 -7 19 9 -10 11 12 -13 15 16 23 -17 -18 -19 22 20 -22 -23 -24 -25 29 -27 -28 28 -30 -31 leaf_value=0.0013754787564641041 -0.023528118567359532 -3.9679407485929491e-05 0.066241141397450895 0.0030203851814707824 -0.0065627398257232751 -0.004451007609493427 -0.0042572712655211953 -0.0070367997295898276 -0.009481787361636124 0.016100744321664726 -0.02618224928179147 -0.015159153640815881 0.01668610481808426 0.0092057823064919733 0.0071320445385736723 -0.0013439772306260537 -0.023968228254674224 0.013387861192719393 0.0065850119881668947 0.0051235131168964306 -0.0008676926783323807 -0.001880543971452402 0.020936019927539434 0.0053331151091167983 0.0098334271848641904 -0.038960031012161292 0.0027999458636228463 -0.018326113172413859 0.0016604028507481419 -0.017405136719497269 leaf_weight=5506.4064378200565 13.983662363141773 297747.62999055535 15.995155207812786 936.38444657437503 2608.6694100424647 1264.2022075206041 1471.8097003232688 791.29053370282054 701.6087469952181 434.44493146240711 202.11674415320158 62.279971361160278 483.28695778548717 229.25182149559259 189.24452847242355 194.30542723834515 46.604937091469765 600.37388274818659 2118.9864823296666 2831.3509308090433 6084.2053386121988 14.270201895385981 157.1008545011282 640.71633727103472 42.112849928438663 14.667525112628935 452.18590294569731 202.91774997115135 659.95392630249262 242.94056886434555 leaf_count=30687 203 1255047 134 6220 12315 5941 6788 3752 4757 3045 881 273 2734 1011 900 899 207 3037 9647 25327 25896 71 657 3311 263 68 2461 881 3083 1064 internal_value=3.50186e-06 4.50831e-06 0.000455088 -0.00119671 -0.00414175 -0.00127181 0.0013574 0.00266833 -0.00767865 0.00364359 0.00306009 0.0121813 0.00440578 0.00350476 -0.00329463 0.0115158 0.0057271 0.00607454 0.00477662 0.000285092 0.00103496 0.0341216 0.00727759 0.000854172 -0.00519631 0.00627192 -0.0034597 -0.000469234 -0.00303974 -0.013381 internal_weight=326961 326947 29199.7 10315.7 4809.26 2200.59 18884 8496.66 731.874 7764.78 7268.06 496.725 6024.58 5346.99 1317.13 677.592 4029.86 3983.25 3382.88 10387.4 8915.56 30.2654 2290.75 1115.01 474.298 2133.65 1243.48 1092.12 862.872 285.053 internal_count=1411560 1411357 156310 55163 24476 12161 101147 43136 4962 38174 34856 3318 28643 25010 6419 3633 18591 18384 15347 58011 51223 205 10372 5538 2227 9715 6213 4975 3964 1327 is_linear=0 shrinkage=0.03 Tree=241 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 0 2 0 2 2 0 0 2 0 2 2 2 2 0 2 0 0 1 2 2 2 2 1 1 2 split_gain=8.246 6.81485 45.548 81.7598 35.0665 31.3653 27.8359 89.737 57.054 40.9465 66.799 56.1038 40.7506 84.6298 130.471 47.7209 43.3424 39.9828 46.5358 36.9889 72.6735 34.9144 33.1048 31.6176 49.9167 31.3407 29.0661 29.1876 28.8646 28.4186 threshold=92.500000000000014 7.5000000000000009 28052.395507812504 5922.5739746093759 1.0000000180025095e-35 4.5000000000000009 79088.097656250015 2.5000000000000004 31044.129882812504 72077.554687500015 3.5000000000000004 3.5000000000000004 54578.230468750007 4.5000000000000009 39331.130859375007 58553.552734375007 47761.341796875007 42648.800781250007 5.5000000000000009 99998.222656250015 2.5000000000000004 1.5000000000000002 2.5000000000000004 47761.341796875007 42648.800781250007 40991.593750000007 65292.480468750007 1.5000000000000002 -5.4999999999999991 33116.664062500007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 21 10 26 -11 13 14 -12 -14 17 18 29 -8 -21 -4 25 24 -16 -20 -9 -28 -19 -15 right_child=-2 -3 6 4 -6 -7 19 9 -10 11 12 -13 15 16 23 -17 -18 28 22 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0013344743759864859 -0.023240272182117182 -3.8489004816423285e-05 0.062255049346879712 0.002934564705346625 -0.0063768243954281109 -0.0043102847759509209 -0.0041286042216696515 -0.0068168558590955761 -0.009199262044630967 0.015765172681148895 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571.5693730711937 863.02365953475237 leaf_count=30687 203 1255047 134 6220 12315 5941 6788 3752 4757 3045 881 273 2734 1011 900 899 207 191 9647 25327 25896 71 657 3311 1327 68 2271 190 2846 3964 internal_value=3.40957e-06 4.38617e-06 0.000441957 -0.00116138 -0.00402076 -0.00123324 0.00131832 0.00259334 -0.00744532 0.00354189 0.00297352 0.0119087 0.00428277 0.00340535 -0.00319697 0.0112349 0.00556626 0.00590444 0.00463974 0.000276722 0.00100457 0.0325363 0.00707304 0.00082975 -0.005036 0.00609464 -0.0033545 0.00271915 0.0130619 -0.000455039 internal_weight=326936 326922 29174.7 10310.8 4805.41 2201.16 18863.9 8481.58 732.236 7749.35 7256.41 492.938 6012.45 5338.66 1316.45 673.786 4022.21 3975.33 3378.38 10382.3 8910.19 30.7724 2286.39 1113.96 474.644 2129.92 1243.96 451.661 596.95 1091.99 internal_count=1411560 1411357 156310 55163 24476 12161 101147 43136 4962 38174 34856 3318 28643 25010 6419 3633 18591 18384 15347 58011 51223 205 10372 5538 2227 9715 6213 2461 3037 4975 is_linear=0 shrinkage=0.03 Tree=242 num_leaves=31 num_cat=0 split_feature=1 1 0 2 1 0 0 1 1 0 2 0 0 2 0 0 2 0 0 0 2 2 2 2 2 3 0 2 2 0 split_gain=7.90198 6.61926 10.056 8.70495 18.1117 17.5033 12.3942 11.7975 7.87859 40.1228 18.1621 50.4606 49.3009 23.2358 19.5572 19.5556 28.3275 17.9323 15.886 24.593 40.926 23.4463 23.2917 23.5252 20.3221 17.8557 15.98 49.3544 18.605 18.7906 threshold=92.500000000000014 33.500000000000007 37.500000000000007 44208.716796875007 68.500000000000014 90.500000000000014 86.500000000000014 68.500000000000014 8.5000000000000018 24.500000000000004 5922.5739746093759 47.500000000000007 32.500000000000007 7269.3449707031259 37.500000000000007 77.500000000000014 94341.222656250015 88.500000000000014 26.500000000000004 41.500000000000007 3081.7368164062505 3575.3942871093755 342.58499145507818 525.24191284179699 466.24169921875006 1.1054999828338625 54.500000000000007 2267.636352539063 3141.066528320313 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 8 -3 5 6 7 -5 -4 -1 -10 18 12 -12 -14 -15 -13 17 -17 24 20 -20 22 -21 25 -11 -24 27 -25 29 -28 right_child=-2 2 3 4 -6 -7 -8 -9 9 10 11 15 13 14 -16 16 -18 -19 19 21 -22 -23 23 26 -26 -27 28 -29 -30 -31 leaf_value=1.9514704644348956e-05 -0.022953313057944139 0.016547225713466285 0.0025528560780090498 0.017724498057316868 0.027613512184729554 -0.0236066556062598 -0.011722443443723456 -0.01067918964000298 0.0038773742870982864 0.014353569185833349 -0.00094561991080759262 0.005008208085963228 -0.029420247548251864 -0.017000937024648177 -0.0065698468114076536 -0.0050049733051671036 0.0086142395752429306 -0.024200678506087071 -0.0023354912596949993 -0.005316460974951958 0.0080519607231012615 -0.0068521901087955413 -0.0061216005394134163 -0.0043335318773403981 -0.01413585598936631 0.021469470848865847 -0.0084355058184114439 0.010394909624382482 0.0089660196850401882 0.0078699831696777654 leaf_weight=318122.29402221204 13.494097806513308 43.172917202115059 842.80614475905895 21.198203817009926 34.812672227621078 25.487404301762581 32.720511972904205 65.344456240534782 1289.8474039882421 26.644927948713303 509.6420781314373 522.7797440290451 71.057207517325878 298.80479127168655 352.72433125972748 142.78016969561577 99.29069346934557 63.181437164545059 683.98838350176811 633.93713090568781 681.48979599773884 692.20709624141455 28.018215641379356 403.4635626450181 146.06682175397873 85.613685548305511 396.4765280932188 415.77939006686211 91.422506049275398 75.763454794883728 leaf_count=1370676 203 177 3479 92 156 131 143 271 5500 145 2095 2157 397 1364 1686 580 412 284 3661 4044 2801 3650 170 1902 723 456 1729 1704 386 386 internal_value=3.31983e-06 4.26746e-06 0.00236492 0.00176602 0.0107455 0.000912628 -0.000145345 0.00160077 -3.45236e-06 -0.000950976 -0.00192087 -0.00424213 -0.00809083 -0.0131304 -0.0113538 0.00148528 -0.00454814 -0.0108935 -0.000824212 -0.000456514 0.00284873 -0.00205543 -0.000496931 0.00154464 -0.00974068 0.0146663 0.000466438 0.0031414 -0.00342142 -0.00581955 internal_weight=326912 326899 1065.54 1022.37 88.7314 933.638 53.9187 908.151 325833 7710.98 6421.13 2060.26 1232.23 722.586 651.529 828.032 305.252 205.962 4360.87 4188.16 1365.48 2822.68 2130.47 1496.54 172.712 113.632 1382.91 819.243 563.662 472.24 internal_count=1411560 1411357 4449 4272 391 3881 235 3750 1406908 36232 30732 8975 5542 3447 3050 3433 1276 864 21757 20889 6462 14427 10777 6733 868 626 6107 3606 2501 2115 is_linear=0 shrinkage=0.03 Tree=243 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 1 2 0 2 0 0 2 0 2 2 2 2 2 0 2 0 2 2 2 0 1 2 1 1 split_gain=7.57137 6.40721 43.2834 92.0548 39.2044 36.3172 33.4599 23.7622 81.4863 40.8306 62.3046 53.2204 41.4848 67.1564 78.4115 45.4867 39.061 43.7786 37.3359 35.9173 77.9227 45.267 45.9199 64.6099 34.803 68.5325 33.156 38.6856 30.93 28.5226 threshold=92.500000000000014 7.5000000000000009 26225.782226562504 13381.118652343752 2363.3640136718755 5.5000000000000009 1.0000000180025095e-35 79088.097656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 3.5000000000000004 54578.230468750007 4.5000000000000009 47761.341796875007 58553.552734375007 47761.341796875007 42648.800781250007 31044.129882812504 6.5000000000000009 31044.129882812504 5.5000000000000009 33116.664062500007 35406.285156250007 99998.222656250015 2.5000000000000004 -2.4999999999999996 27132.552734375004 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 -1 -6 -5 8 18 10 -10 -11 13 14 -12 -14 17 19 -4 20 26 22 -22 -24 -9 -26 -15 -28 -23 -20 right_child=-2 -3 7 6 5 -7 -8 24 9 11 12 -13 15 16 -16 -17 -18 -19 29 -21 21 28 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.0042279683145645744 -0.022667189714121235 -3.7426485673089321e-05 0.01661295456063849 -0.0023271443439784783 0.0010083381620089732 -0.0040053612165343241 -0.0096221579626008403 -0.0040044689680983087 -0.0033800930120068584 0.01543430294533844 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97.387940093874931 438.02144435793161 leaf_count=8999 203 1255047 363 5913 21924 9162 6620 6788 6322 3045 3432 273 2734 249 3311 899 207 3037 2300 5157 757 4860 881 3083 25327 25896 331 1563 420 2457 internal_value=3.21299e-06 4.13246e-06 0.000428601 -0.00120349 0.000419247 -0.000826463 -0.00644603 0.00124738 0.00237225 0.00323376 0.00270573 0.0116406 0.00388868 0.00307898 -0.00268852 0.0109595 0.00486998 0.00515982 -0.00704963 0.00398297 0.00203144 0.00447955 -3.41252e-05 -0.00285762 0.000268009 0.000974476 -0.00883521 -0.0113022 0.00867474 -0.00892573 internal_weight=326903 326890 29151 9738.64 7436.73 5603.88 2301.91 19412.4 9035.01 8278.09 7788.86 489.222 6521.26 5851.22 1386.46 670.043 4464.76 4417.63 756.925 3823.85 2636.21 2151.51 1036.41 863.733 10377.4 8904.92 484.705 441.101 1115.1 701.32 internal_count=1411560 1411357 156310 52618 40085 31086 12533 103692 45681 40561 37243 3318 30921 27288 6743 3633 20545 20338 5120 17301 12144 10001 4721 3964 58011 51223 2143 1894 5280 4757 is_linear=0 shrinkage=0.03 Tree=244 num_leaves=31 num_cat=0 split_feature=1 1 0 2 1 0 0 1 1 0 2 0 0 2 0 0 2 0 2 0 0 2 3 3 2 2 2 1 1 2 split_gain=7.2537 6.23845 9.4799 8.21577 17.156 16.6259 11.8504 11.1051 7.40587 37.7769 17.1569 46.416 43.0163 19.4395 18.5989 18.29 26.5236 17.8628 14.9045 22.8589 32.4546 32.3418 20.9213 16.3526 15.5145 14.5157 29.5293 25.9815 19.2927 27.5177 threshold=92.500000000000014 33.500000000000007 37.500000000000007 44208.716796875007 68.500000000000014 90.500000000000014 91.500000000000014 68.500000000000014 8.5000000000000018 24.500000000000004 6054.8757324218759 47.500000000000007 32.500000000000007 7269.3449707031259 37.500000000000007 76.500000000000014 94341.222656250015 88.500000000000014 370.10404968261724 26.500000000000004 44.500000000000007 525.24191284179699 1.1054999828338625 2.7749999761581425 2855.797973632813 7602.1542968750009 13080.345703125002 23.500000000000004 12.500000000000002 19191.198242187504 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 -5 -4 -1 -10 18 12 25 -14 -15 -13 17 -17 23 -20 24 22 -22 -11 -21 -12 -27 28 29 -28 right_child=-2 2 3 4 -6 -7 -8 -9 9 10 11 15 13 14 -16 16 -18 -19 19 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=1.8784036743519579e-05 -0.022381853245138729 0.0160776145543318 0.0024774796350621247 0.011399269186002271 0.026920881492920476 -0.023135775268204841 -0.017292044095550376 -0.01036402004185619 0.0037611278921740156 -0.0044518155376335154 0.0085314258325504804 0.0049600942742485544 -0.028444561373013159 -0.016580838712827044 -0.0063877468031246923 -0.0046713849238235721 0.0084415846631470635 -0.023639947726272811 -0.010494091881531449 -6.9985822858401969e-05 -0.0056769682172897766 -0.0025794499297329375 0.026982907014795301 0.035834380090351461 0.0067908561113407791 -0.027354516106902146 0.027543416507001896 0.013289633168186897 -0.013200919107363642 -0.0054438887240748192 leaf_weight=318096.83238769649 13.027804255485533 43.104984998703003 842.77722138166428 32.216268435120583 34.641157917678356 25.228685349225998 21.671653926372528 65.305151760578156 1290.2013460695744 968.80107651650906 109.68846468627453 498.73786000907421 63.519113428890705 297.18876555562019 351.84789022803307 155.20830148458481 101.38410546630621 62.743377864360809 173.11316369473934 458.81878811120987 25.769998282194138 1854.5503150001168 56.038024112582207 9.1538022607564908 839.20057101547718 42.728842511773109 30.976375237107277 86.711895748972893 140.24865090847015 85.798377558588982 leaf_count=1370676 203 177 3479 141 156 131 94 271 5500 6043 440 2058 359 1364 1686 630 421 284 868 2207 156 8802 287 51 3475 177 128 351 592 353 internal_value=3.1279e-06 4.0201e-06 0.0022964 0.00171506 0.0104493 0.000886579 -0.000139276 0.00155398 -3.47305e-06 -0.000922652 -0.00186507 -0.00414773 -0.00788269 -0.0126052 -0.0110551 0.00137071 -0.00423518 -0.010132 -0.00081012 0.000126829 0.000695291 -0.00176514 0.0166949 -0.00407473 0.00436571 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28.500000000000004 1.0000000180025095e-35 32.500000000000007 25.500000000000004 1.247500002384186 184.69928741455081 1.0000000180025095e-35 157.11404418945315 1.5000000000000002 43.500000000000007 135.51687622070315 7.5000000000000009 36.500000000000007 145.16793060302737 1.8174999952316286 1.4100000262260439 39.500000000000007 58.500000000000007 65.889682769775405 1.0000000180025095e-35 -3.4999999999999996 10.500000000000002 184.69928741455081 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 23 4 19 6 7 9 -8 28 11 27 -13 15 -15 16 -12 -14 29 -4 21 -3 -23 -1 -17 -10 -26 -5 -6 -7 right_child=-2 20 3 10 5 18 8 -9 25 -11 13 12 17 14 -16 24 -18 -19 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.01031769891204113 7.6409859013524896e-05 -0.0014094356167730225 0.00060808485074518713 -0.00096016377833127746 0.019975976534266329 -0.0023347785285082511 0.042334862635947282 -0.0008878242276749472 0.0056033619741818856 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877 5628 46454 1150 1902 is_linear=0 shrinkage=0.03 Tree=246 num_leaves=31 num_cat=0 split_feature=2 2 1 0 2 2 0 1 0 0 3 2 1 2 1 0 2 1 0 2 1 0 3 0 1 2 1 1 0 3 split_gain=8.85527 34.6634 33.7112 20.1004 26.4825 34.525 34.1503 26.2414 23.7479 23.5243 19.4775 77.9744 50.8357 41.3429 34.8495 31.9139 42.1501 25.0805 18.554 18.0836 17.1808 18.5847 16.9057 15.403 15.3565 15.3861 14.2408 12.2059 15.7585 18.7712 threshold=225.0559997558594 219.22713470458987 -9.4999999999999982 38.500000000000007 157.11404418945315 202.77236938476565 28.500000000000004 1.0000000180025095e-35 25.500000000000004 32.500000000000007 1.247500002384186 184.69928741455081 1.0000000180025095e-35 157.11404418945315 1.5000000000000002 43.500000000000007 135.51687622070315 7.5000000000000009 36.500000000000007 145.16793060302737 1.0000000180025095e-35 60.500000000000007 1.8174999952316286 58.500000000000007 -4.4999999999999991 65.889682769775405 1.0000000180025095e-35 -4.4999999999999991 39.500000000000007 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 23 4 19 6 7 8 -6 -8 11 -5 -13 15 -15 16 -12 -14 -7 -4 22 -22 27 -1 -17 -26 -11 -3 -29 -30 right_child=-2 20 3 10 5 18 9 -9 -10 26 13 12 17 14 -16 24 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.010055967975738569 7.4117728022847216e-05 0.0020568418546747565 0.00058983306288665021 -0.0010511358860083909 0.015157042681413796 -0.00057264423262117154 0.040899725452399602 -0.00086141135095295623 -0.00052110121164087382 0.0054377855629400042 0.0049593183733605837 0.00013831996577196284 0.0092973461997148 -0.0016184626258222568 -0.0065049187722640255 -0.019424178188555529 0.028511925502522649 -0.007489811421987156 -0.02750999919117085 -0.0081556651210386109 0.00085580441369295895 -0.014327546577977272 0.0059083902035105837 -0.020098356349519671 0.0085977657083628097 -0.00081951354522001607 0.021252515218420424 -0.0061859915593864842 -0.0099278347579693574 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58.500000000000007 71.500000000000014 18122.241210937504 10.500000000000002 11.500000000000002 5.5000000000000009 39331.130859375007 7.5000000000000009 4143.0483398437509 3432.9526367187505 46.500000000000007 37.500000000000007 32.500000000000007 2363.3640136718755 2855.797973632813 7.5000000000000009 21631.834960937504 410.89489746093756 19.500000000000004 4.5000000000000009 47761.341796875007 7.5000000000000009 31044.129882812504 79088.097656250015 24552.913085937504 9.5000000000000018 586.10861206054699 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=-1 3 12 4 5 9 7 8 18 10 11 -2 17 14 20 28 -17 -3 -6 -5 -8 24 23 26 -9 -24 -23 -27 -11 -4 right_child=1 2 29 19 6 -7 13 21 -10 15 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 25 -25 -26 27 -28 -29 -30 -31 leaf_value=9.8463917962523996e-05 -0.0018901568744290841 -0.00076372795621015496 0.0081151984656921729 -0.011367554533147186 0.011525052358507946 -0.00018593633166914122 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149.53563289344311 596.4857079833746 12.716719105839728 50.736153066158295 26.908144012093544 330.35014528036118 283.45657359622419 leaf_count=1141991 782 2630 1336 987 135 199478 11251 3599 1764 99 1256 734 67 9751 2636 333 2251 4561 1071 17467 638 97 200 599 2451 51 209 108 1466 1330 internal_value=2.42162e-05 -0.000290084 -0.00292623 -0.000185246 1.69264e-05 -0.0003691 0.00216687 0.00556174 -0.000844307 -0.00557454 -0.000264558 0.00618065 -0.00509594 0.00075284 -0.000724091 -0.00909252 -0.0123762 -0.0047656 -0.0102984 -0.00281091 0.000373904 0.0080126 0.0015312 0.00965114 0.00937555 -0.018784 -0.00795685 0.000451615 -0.00337216 0.00348886 internal_weight=326773 62443 2388.35 60054.7 55761.2 47273.2 8488.01 2495.84 690.641 1606.86 640.342 349.687 1784.72 5992.17 3587.47 966.519 614.04 1768.56 287.051 4293.54 2949.63 1805.2 313.653 224.087 1491.55 89.5669 74.5509 39.6249 352.479 603.627 internal_count=1411328 269337 9924 259413 240959 206399 34560 10284 2970 6921 2772 1516 7258 24276 14525 4149 2584 7191 1206 18454 11889 7314 1264 905 6050 359 306 159 1565 2666 is_linear=0 shrinkage=0.03 Tree=248 num_leaves=31 num_cat=0 split_feature=2 2 1 3 1 3 0 2 2 2 0 2 0 0 2 2 2 0 0 1 3 2 0 2 0 3 0 0 3 0 split_gain=8.32944 32.6255 31.8283 18.9157 48.3144 28.2658 28.1317 29.1965 22.1638 19.9013 31.676 18.0289 54.0051 28.2796 17.6884 20.3066 41.1191 21.6772 17.197 21.9057 17.1593 33.2366 16.641 25.1881 16.7636 16.3502 31.5669 26.2232 26.8461 26.9638 threshold=225.0559997558594 219.22713470458987 -9.4999999999999982 1.6674999594688418 1.0000000180025095e-35 2.279500007629395 60.500000000000007 87.134357452392592 216.45584106445315 216.45584106445315 48.500000000000007 210.83787536621097 44.500000000000007 40.500000000000007 216.45584106445315 157.11404418945315 199.88579559326175 62.500000000000007 54.500000000000007 1.0000000180025095e-35 2.9229999780654912 184.69928741455081 35.500000000000007 170.15808868408206 31.500000000000004 1.247500002384186 51.500000000000007 39.500000000000007 1.4100000262260439 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 2 -1 6 20 14 9 -8 -7 11 -11 18 13 -13 15 -6 -17 -18 -4 -20 22 -22 23 -5 -25 26 -3 -27 -29 -30 right_child=-2 25 3 4 5 8 7 -9 -10 10 -12 12 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 24 -26 27 -28 28 29 -31 leaf_value=0.0085204752754733642 7.1153856985033869e-05 -0.0043111435631040416 -0.00015880276351874493 -0.0019892552691085216 0.00039457938258655694 -0.005624966479845092 0.020800031390244725 -0.0089195586265090037 0.009151561926844123 0.001389575072064486 0.0176330650504096 -0.0075663978526862531 0.0040961299149497397 -0.024880037543797938 -0.03275554839709937 0.022145029980447532 0.0084795238760394936 -0.020198133687369359 0.0001704389357242905 -0.004520957113012182 0.015732756826520249 0.001519548014762032 0.0069112573816385893 0.03509298870476367 0.0068163858256370174 -0.0014261677540721572 0.028073213847973379 -0.0042823195890689791 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0.00290673 0.0108084 -0.00388921 -0.000535114 -0.0024223 0.00498282 0.00920672 0.00307498 0.000117658 0.014551 -0.00555478 0.00389025 -0.00698613 -0.0114769 -0.0178994 internal_weight=326760 29445.1 28356.6 27990 4111.65 2195.26 23878.4 570.87 1261.87 23307.5 723.314 22584.2 790.422 459.631 933.39 920.7 222.103 96.7154 21793.8 3623.25 1916.39 596.271 1320.12 745.459 94.9572 1088.47 143.244 945.229 522.891 276.268 internal_count=1411328 125907 121314 119440 17728 9660 101712 2443 5629 99269 2998 96271 3390 1980 4031 3975 982 428 92881 15516 8068 2604 5464 3081 386 4593 591 4002 2230 1186 is_linear=0 shrinkage=0.03 Tree=249 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 0 0 0 2 0 2 2 0 0 0 2 2 0 2 1 0 0 2 2 2 1 2 0 2 2 split_gain=7.87505 18.1041 34.7805 33.381 48.2334 47.2698 42.6647 40.994 45.9564 31.4871 33.4798 24.5725 22.4391 20.3866 20.9249 19.0734 44.8434 17.4615 17.2621 22.9267 35.1536 18.544 16.9639 16.7411 16.7356 16.6899 54.1185 36.236 34.357 27.5078 threshold=1.5000000000000002 99998.222656250015 58.500000000000007 71.500000000000014 18122.241210937504 10.500000000000002 11.500000000000002 5.5000000000000009 39331.130859375007 7.5000000000000009 4143.0483398437509 3432.9526367187505 46.500000000000007 37.500000000000007 32.500000000000007 2363.3640136718755 2855.797973632813 7.5000000000000009 36598.957031250007 11.500000000000002 21.500000000000004 25.500000000000004 21631.834960937504 410.89489746093756 586.10861206054699 4.5000000000000009 47761.341796875007 7.5000000000000009 29989.942382812504 79088.097656250015 decision_type=2 2 2 2 2 2 2 2 2 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 12 4 5 9 7 8 22 10 11 -2 17 14 18 24 -17 -3 -8 21 -21 -20 -6 -5 -11 28 27 -27 -9 -28 right_child=1 2 -4 23 6 -7 13 25 -10 15 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=9.4357913404235323e-05 -0.0018353780693281874 -0.00074293557219397245 0.0033849446796897944 -0.011038291798626315 0.011136279423892434 -0.00017817399868849703 0.0032024866270080614 0.0051129326458249531 0.0057100821578522105 -0.028662396702872479 -0.0077968616871966368 0.014060082934017755 -0.040237509082707269 0.0028654616479679841 -0.0056335904414156019 -0.033967905434812616 -0.009033858219373532 -0.0069166985065724843 -0.0049554182294974007 0.015923328059069271 -0.0066785426509018263 0.0023945113708858296 -0.012520822091063148 -0.0023055557731381715 -0.0015913327284314963 -0.0077342840904132066 -0.03303992622767709 0.017886915474802142 0.014304059089348701 0.00043560647903038969 leaf_weight=264320.20329035074 177.91640831530094 655.21501271426678 603.13119734637439 207.61653430759907 30.530550748109818 45662.396825954318 1164.2841200381517 843.70489254593849 402.980672493577 21.917116165161133 290.04891793429852 172.28452461957932 16.071107774972916 2404.6400895565748 637.41167747974396 73.812206164002419 538.65137699246407 1112.1677653044462 1098.1635078638792 153.31891505420208 103.90614238381386 429.88065491616726 256.22797624766827 4083.567967928946 330.18982671201229 74.422383084893227 49.92216993868351 149.43396890163422 646.51752699911594 39.630438283085823 leaf_count=1141991 782 2630 2666 987 135 199478 4696 3392 1764 99 1256 734 67 9751 2636 333 2251 4561 4411 626 427 1729 1071 17467 1466 306 200 599 2658 159 internal_value=2.27813e-05 -0.000280265 -0.00284273 -0.000178413 1.7831e-05 -0.000356029 0.00210049 0.00539817 -0.000822246 -0.0054166 -0.000258775 0.00598454 -0.00494881 0.000728184 -0.00070461 -0.00884019 -0.0120388 -0.00462792 0.000360565 -0.00149283 0.0067933 -0.00288768 -0.0100021 -0.00272806 -0.00327639 0.00777697 0.00148415 0.00936899 0.00910041 -0.0182257 internal_weight=326750 62430 2386.59 60043.4 55752.2 47267.2 8484.98 2493.37 689.739 1604.82 640.25 350.201 1783.45 5991.61 3586.97 964.571 612.464 1767.38 2949.55 1785.27 257.225 1528.04 286.759 4291.18 352.107 1803.63 313.409 223.856 1490.22 89.5526 internal_count=1411328 269337 9924 259413 240959 206399 34560 10284 2970 6921 2772 1516 7258 24276 14525 4149 2584 7191 11889 7193 1053 6140 1206 18454 1565 7314 1264 905 6050 359 is_linear=0 shrinkage=0.03 Tree=250 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 2 0 2 2 1 2 2 2 2 1 1 2 2 0 2 2 2 0 0 1 0 1 1 2 2 split_gain=10.2881 9.89425 29.5175 78.975 103.474 144.178 76.5169 141.302 69.483 93.2284 48.9301 47.756 68.3643 57.9133 38.1378 37.8555 34.3933 43.3127 36.6331 50.5283 43.5133 33.5161 33.2359 32.8841 31.8358 31.1364 30.4959 30.2631 29.9737 55.3934 threshold=92.500000000000014 3645.8532714843755 1.8989999890327456 48.500000000000007 4591.9587402343759 8136.8720703125009 39.500000000000007 10240.441894531252 11465.855468750002 1.0000000180025095e-35 15948.730957031252 14538.825683593752 18122.241210937504 11977.758300781252 11.500000000000002 -4.4999999999999991 11977.758300781252 13664.751464843752 44.500000000000007 9536.4326171875018 9293.0400390625018 56351.945312500007 37.500000000000007 41.500000000000007 1.0000000180025095e-35 52.500000000000007 6.5000000000000009 -1.4999999999999998 3673.1176757812505 4685.5603027343759 decision_type=2 2 2 2 2 2 2 2 2 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 24 14 7 -7 9 -5 -10 13 -13 22 15 -6 18 -18 20 26 23 -19 -9 -8 -3 -12 -20 -17 -11 -30 right_child=-2 2 -4 8 5 6 16 11 10 28 25 12 -14 -15 -16 27 17 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00014793738014290129 -0.026830921471459126 -0.00092255314298857758 6.6873026889151463e-05 0.0018794648415223264 -0.018519325774427827 -0.016351495003909283 -0.011329585322898347 -0.0099237387967407182 0.0067047952359078527 -0.0041410888623223292 -0.0040784261003033728 -0.010978710426841648 -0.0014320056409731035 0.0074049053964895988 -0.024280075044571109 -0.00012465641939037877 -0.0075223525270482249 0.00092150428960539551 0.0089018505013027573 -0.0067064459239523375 0.010022714417468822 -0.010443598215354843 0.0052803867631698882 0.0052281768507630548 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27.7901 74.3253 97.4416 136.032 72.0233 133.122 65.4456 88.5718 45.0698 62.4075 56.1192 38.1165 36.7359 35.4821 threshold=92.500000000000014 3645.8532714843755 2911.024291992188 1.1054999828338625 22.500000000000004 57.500000000000007 3141.066528320313 62.500000000000007 52.500000000000007 3252.167602539063 55.500000000000007 3023.088989257813 56.500000000000007 64.500000000000014 17.500000000000004 2.5000000000000004 1.8989999890327456 48.500000000000007 4591.9587402343759 8136.8720703125009 39.500000000000007 10240.441894531252 10983.356445312502 1.0000000180025095e-35 14212.430175781252 11977.758300781252 18122.241210937504 15948.730957031252 11.500000000000002 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 -1 -4 14 8 7 -7 -6 11 -11 12 -10 -9 15 -5 17 18 -3 28 21 -21 23 -19 25 -23 -26 -24 29 -20 right_child=-2 16 3 4 5 6 -8 13 9 10 -12 -13 -14 -15 -16 -17 -18 22 19 20 -22 24 27 -25 26 -27 -28 -29 -30 -31 leaf_value=1.6482081782659596e-05 -0.026586223481802691 0.00061992016552353286 -0.01145861406075154 0.00049621021542777216 0.0030965394030862156 -0.014060879910172394 0.0020213523848927563 0.015703057617012312 0.011742936022495971 0.0042255552352953056 -0.026796673902079984 0.017373932069776291 -0.0054748524043746272 -0.0027137847552055243 -0.0096398787316095136 -0.016468233307360112 6.4867152436652969e-05 0.0018237159379750837 0.00076986778015040514 -0.015875613579362215 0.00029300413945409126 -0.0048326843038845376 0.0058092413215221628 -0.002552474672681744 -0.0097620482912566097 0.0084263370365667799 -0.0013891940896777655 0.0012332328504240367 -0.023846562824871336 -0.0085424227473907526 leaf_weight=141334.96532101743 12.619551846757529 8745.0848191827536 350.44847679138184 1445.2840351834893 6868.7068605348468 662.4915801435709 2562.0824484229088 114.88267843425274 325.17771795392036 84.116734445095062 64.097955048084259 529.32627879083157 140.96302971243858 266.38540990650654 413.03020319342613 113.10960593819618 122362.09360377444 7434.7297599464655 411.59484858810902 772.27192652225494 6887.2810749784112 589.71871335804462 2461.0623255968094 9457.0640322864056 1105.4201276302338 697.21830667555332 2068.7739286571741 4900.1184487119317 128.77851723134518 3496.5601423531771 leaf_count=601825 208 36798 1468 6372 28582 2695 10487 467 1335 347 260 2168 575 1101 1726 509 539627 33441 1682 3142 28256 2403 10096 44150 4512 2831 8381 20409 733 15050 internal_value=-2.58283e-05 -2.48026e-05 0.000143499 0.00143129 0.00176369 0.00250426 -0.000847305 -0.0078889 0.00401258 0.00951409 -0.00919053 0.012299 0.0065362 0.00283553 -0.00260072 -0.000735084 -0.000177166 -0.000779653 -0.00193088 -0.00331147 -0.00172287 -0.0043758 0.000402417 -0.000626344 -0.00238505 0.0023506 -0.00430506 0.00276313 -0.00808117 -0.00756168 internal_weight=326805 326793 155275 13940.1 13589.7 11618.2 3605.84 1043.76 8012.39 1143.68 148.215 995.467 466.141 381.268 1971.42 1558.39 171518 49155.7 24902.7 16157.6 12120.7 5233.4 24253 16891.8 4461.13 1286.94 3174.19 7361.18 4036.93 3908.15 internal_count=1411636 1411428 659917 58092 56624 48017 14750 4263 33267 4685 607 4078 1910 1568 8607 6881 751511 211884 103788 66990 49525 21269 108096 77591 18127 5234 12893 30505 17465 16732 is_linear=0 shrinkage=0.03 Tree=252 num_leaves=31 num_cat=0 split_feature=1 2 2 3 0 0 2 0 0 0 0 0 2 0 2 0 0 1 3 0 2 2 0 2 2 1 2 0 2 2 split_gain=9.51061 8.76213 26.5602 62.4588 45.9327 61.4283 77.3014 104.761 65.2681 58.2065 47.5789 42.2701 62.3359 36.5983 30.5082 30.5002 27.0554 31.7434 26.1627 70.1827 84.4871 111.981 67.1741 125.433 59.3746 67.6053 44.5401 44.6061 42.6892 61.057 threshold=92.500000000000014 3645.8532714843755 2911.024291992188 1.1054999828338625 22.500000000000004 57.500000000000007 3252.167602539063 62.500000000000007 60.500000000000007 63.500000000000007 67.500000000000014 52.500000000000007 3252.167602539063 55.500000000000007 3023.088989257813 56.500000000000007 17.500000000000004 2.5000000000000004 1.8989999890327456 49.500000000000007 4591.9587402343759 8136.8720703125009 39.500000000000007 10240.441894531252 10983.356445312502 1.0000000180025095e-35 16278.651855468752 52.500000000000007 14538.825683593752 18122.241210937504 decision_type=2 2 2 2 2 2 2 2 2 2 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 16 11 7 -7 -8 -10 -11 -6 14 -14 15 -13 17 -5 19 20 -3 -22 23 -23 25 -21 -26 -28 -25 -30 right_child=-2 18 3 4 5 6 8 -9 9 10 -12 12 13 -15 -16 -17 -18 -19 -20 24 21 22 -24 28 26 -27 27 -29 29 -31 leaf_value=1.5987609315964611e-05 -0.026342051863693122 0.00044029969281948018 -0.011117693573003629 0.00048133748585237691 0.0030044103046649026 -0.011438846569743847 0.01009445074946372 0.0045246313904908943 -0.0079144776953919294 0.014673034426806017 -0.0017573671643599713 0.011398902391578527 0.0040998197402655609 -0.025992568739465413 0.016872259258825125 -0.0053099915606366959 -0.0093492196194810816 -0.016063790309955538 6.2921569592013654e-05 0.0017120342456504519 -0.0072293324567615606 -0.015415089342861369 0.00019619306931102493 0.0020449202364680604 0.0060395644638817549 -0.0022914832222197235 -0.0064955261228857707 0.0021852219130090371 -0.010375446699906825 -0.0013476596173667 leaf_weight=141335.02074744366 12.358393495902417 9662.5627440661192 350.360326141119 1445.2435932308435 6866.9802314564586 1032.0158396214247 752.62194849550724 576.7603113502264 591.44245900213718 271.62526214122772 381.27346095442772 324.9457686394453 84.095892637968063 64.098397225141525 528.72226618230343 140.97909818589687 413.09382206201553 112.48820854723454 122361.40501664742 6682.6499728113413 4342.9718927145004 771.49492213129997 7393.177593074739 1391.292604714632 2438.2834017127752 8788.4442923516035 615.09358063340187 3979.4830077439547 1000.2803001403809 2068.5602102577686 leaf_count=601825 208 41095 1468 6372 28582 4196 3064 2377 2410 1105 1598 1335 347 260 2168 575 1726 509 539627 30192 18916 3142 30356 5656 10009 40889 2527 16631 4090 8381 internal_value=-2.50603e-05 -2.4065e-05 0.000139198 0.00138869 0.0017112 0.00242972 -0.000821903 -0.0057158 0.00312068 -0.00109731 0.00507817 0.00389348 0.00923563 -0.00891603 0.0119401 0.00634314 -0.00252353 -0.000713433 -0.000171883 -0.000756626 -0.00179891 -0.00307406 -0.00164463 -0.00424603 0.00047677 -0.000562187 0.0027623 0.0010231 -0.00231405 -0.00429024 internal_weight=326780 326767 155272 13936.7 13586.4 11615.6 3605.74 1608.78 1996.96 1244.34 652.899 8009.82 1142.84 148.194 994.647 465.925 1970.83 1557.73 171496 49134.3 26630.3 16967.8 12624.8 5231.63 22504 15471.1 7032.86 4594.58 4460.13 3068.84 internal_count=1411636 1411428 659917 58092 56624 48017 14750 6573 8177 5113 2703 33267 4685 607 4078 1910 8607 6881 751511 211884 111636 70541 51625 21269 100248 71081 29167 19158 18127 12471 is_linear=0 shrinkage=0.03 Tree=253 num_leaves=31 num_cat=0 split_feature=1 2 3 2 3 2 3 0 1 2 3 3 2 3 2 2 2 3 2 3 0 2 2 1 1 0 3 2 3 0 split_gain=9.1432 8.36836 66.2759 161.708 141.194 142.081 115.883 60.4634 53.2538 44.2435 95.536 93.25 78.3557 76.6881 150.322 111.529 91.4457 47.458 88.1133 52.7324 45.9934 45.9047 63.191 37.9699 42.7236 40.1124 35.0212 58.1488 152.607 83.295 threshold=92.500000000000014 5922.5739746093759 2.3904999494552617 11197.012207031252 1.532000005245209 7957.9211425781259 1.1510000228881838 50.500000000000007 1.0000000180025095e-35 12812.083496093752 5.4584999084472665 5.4584999084472665 19759.034179687504 7.0125000476837167 14858.619628906252 16278.651855468752 15542.858398437502 6.4175000190734872 14212.430175781252 5.9049999713897714 13.500000000000002 40991.593750000007 68839.980468750015 1.0000000180025095e-35 -8.4999999999999982 70.500000000000014 2.5095000267028813 3673.1176757812505 1.469500005245209 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 26 3 4 5 6 -3 -5 -6 10 -4 12 23 15 -15 16 17 18 19 -13 -18 -17 -23 24 -11 -26 27 -1 29 -29 right_child=-2 2 9 7 8 -7 -8 -9 -10 11 -12 13 -14 14 -16 21 20 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00013967318834569794 -0.026098293875417261 0.00072932263900664525 0.0023668534740024167 -0.0011113549838434949 -0.0059949384708709794 0.0017030053230652556 -0.011492797743725495 0.0020620973133894625 -0.013465761107212213 -0.019524631052001935 -0.0017476115398422686 0.011069861798155261 -0.0012117119476941264 -0.0092795135076805917 0.00039442582898599796 -0.0065895261427298584 0.026163271034350847 0.00024186378468312968 0.018625691123918039 -0.0011358945381965341 -0.003579037636863062 0.0072478688107702263 -0.0016086859121936061 -0.010694044070761303 0.00090766284469277704 -0.01378067575311649 -0.00044985793872646306 -0.0063792940534267567 0.0035884167733930598 0.0025885701577338109 leaf_weight=117048.66331000743 12.103475561365483 1111.8925717845559 18843.526804864407 14939.37765865773 1879.8070102185011 3995.830521941185 1876.4581276327372 8465.2741965651512 1580.9203736633062 132.42213506996632 6953.2145836222917 572.21259636431932 16649.792367421091 1507.3256434909999 35319.624718226492 760.15613403916359 311.86403919756413 930.56809590756893 548.74100083112717 718.63563951104879 55.054577931761742 1143.1266043037176 1982.4718345627189 1216.2637910842896 993.92530517280102 201.20396420359612 69940.177858641371 2547.7689944431186 13047.756253011525 1469.952923193574 leaf_count=503578 208 4900 77461 60688 7661 16543 7972 35087 6460 561 30386 2383 67630 7528 172454 3136 1363 3922 2289 3028 226 4686 8182 4876 4039 831 302322 11481 53584 6171 internal_value=-2.43125e-05 -2.33466e-05 -0.000219144 -0.00134874 -0.00445265 -0.00199736 -0.00694524 3.64572e-05 -0.00940774 0.000211251 0.00125785 -0.000217006 -0.00196094 0.000546339 -1.52813e-06 0.00341929 0.00762688 0.00576277 0.00855555 0.00427472 0.0217006 2.23865e-05 0.00163043 -0.00686483 -0.00335661 -0.00156517 9.43784e-05 0.000378196 0.00201418 -0.00309825 internal_weight=326756 326744 122690 33849.6 10444.9 6984.18 2988.35 23404.7 3460.73 88840.1 25796.7 63043.4 19193.6 43849.8 36827 7022.83 3137.08 2770.16 1839.59 1290.85 366.919 3885.75 3125.6 2543.82 1327.55 1195.13 204054 134114 17065.5 4017.72 internal_count=1411636 1411428 534292 139311 43536 29415 12872 95775 14121 394981 107847 287134 77937 209197 179982 29215 13211 11622 7700 5411 1589 16004 12868 10307 5431 4870 877136 574814 71236 17652 is_linear=0 shrinkage=0.03 Tree=254 num_leaves=31 num_cat=0 split_feature=1 2 2 3 0 0 2 0 0 2 0 2 0 0 0 1 1 3 3 0 2 2 0 2 2 1 2 0 2 2 split_gain=8.78931 8.38996 24.8933 58.8211 42.9404 57.7833 72.9778 68.126 39.8167 58.7069 34.447 28.7799 28.7215 28.4431 25.5158 27.3031 24.4314 24.3752 23.1195 62.4591 75.1264 99.7521 61.0412 114.375 53.9339 63.288 42.0785 41.6775 40.9993 57.544 threshold=92.500000000000014 3645.8532714843755 2911.024291992188 1.1054999828338625 22.500000000000004 57.500000000000007 3141.066528320313 62.500000000000007 52.500000000000007 3252.167602539063 55.500000000000007 3023.088989257813 56.500000000000007 64.500000000000014 16.500000000000004 2.5000000000000004 -36.499999999999993 40.666500091552741 1.8989999890327456 49.500000000000007 4591.9587402343759 8136.8720703125009 39.500000000000007 10240.441894531252 10983.356445312502 1.0000000180025095e-35 16278.651855468752 52.500000000000007 14538.825683593752 18122.241210937504 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 14 8 7 -7 -6 11 -11 12 -10 -9 15 -5 -1 -18 19 20 -3 -22 23 -23 25 -21 -26 -28 -25 -30 right_child=-2 18 3 4 5 6 -8 13 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 24 21 22 -24 28 26 -27 27 -29 29 -31 leaf_value=-0.02155349385828707 -0.025854842251847785 0.00041068230906287495 -0.01079158011180646 0.00066119849805275062 0.0029119922069627087 -0.013299490738448889 0.0019255378731165855 0.015100133503717845 0.011061322780577476 0.0039736716585156793 -0.025225164241790398 0.016382772340200781 -0.0051543874790641988 -0.0027613933159077995 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2695 10487 467 1335 347 260 2168 575 1101 2070 470 601156 358 539627 30192 18916 3142 30356 5656 10009 40889 2527 16631 4090 8381 internal_value=-2.35821e-05 -2.26448e-05 0.000137106 0.00134694 0.00165996 0.00235476 -0.000799017 -0.00748555 0.00377478 0.00896193 -0.00865523 0.0115884 0.00615185 0.00261842 -0.00243513 -0.000457097 1.78407e-05 2.50528e-05 -0.000167315 -0.000717207 -0.00170076 -0.00290397 -0.0015559 -0.00403674 0.000446705 -0.000543764 0.00262577 0.00093505 -0.00219282 -0.00413022 internal_weight=326734 326722 155268 13932.9 13582.6 11612.4 3605.26 1043.74 8007.1 1141.9 148.152 993.749 465.69 381.222 1970.24 1475.07 141336 141288 171454 49104.4 26614.3 16953.4 12621.9 5228.55 22490.2 15462.1 7028.1 4592.05 4458.56 3067.39 internal_count=1411636 1411428 659917 58092 56624 48017 14750 4263 33267 4685 607 4078 1910 1568 8607 6537 601825 601514 751511 211884 111636 70541 51625 21269 100248 71081 29167 19158 18127 12471 is_linear=0 shrinkage=0.03 Tree=255 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 1 2 2 2 0 2 2 1 2 1 2 2 2 2 1 2 2 1 2 2 2 1 2 2 split_gain=6.99794 23.9815 21.7877 43.632 24.2709 18.047 18.576 17.7047 14.1734 18.135 14.6712 22.6467 86.2013 38.8715 22.8105 22.4172 60.8819 36.7454 40.4407 27.5963 27.2542 26.8541 42.5357 29.1416 23.4301 24.7544 21.9951 19.6934 18.0082 17.8196 threshold=1.0619999766349795 1.1054999828338625 6949.8193359375009 2808.646850585938 42648.800781250007 2534.145385742188 1.0000000180025095e-35 8322.3417968750018 17172.791015625004 24552.913085937504 50.500000000000007 2406.084106445313 2534.145385742188 1.5000000000000002 4591.9587402343759 1.0000000180025095e-35 249.38574218750003 3645.8532714843755 3673.1176757812505 358.55703735351568 -2.4999999999999996 2492.341430664063 5797.4450683593759 2.5000000000000004 2492.341430664063 2363.3640136718755 174.82500457763675 -2.4999999999999996 2363.3640136718755 2173.7932128906255 decision_type=2 2 2 2 2 2 2 2 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 5 7 -2 -7 -4 10 -10 15 29 -13 -14 -15 17 26 24 20 -18 -19 23 -23 -21 25 27 -17 -1 -25 -12 right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 11 12 13 14 -16 16 19 18 -20 21 -22 22 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=0.0037085544835033786 -0.00090238332503496529 2.3380782343918659e-05 0.010773152626965946 -0.0047983982620282972 -0.016296884816328336 -0.0018935515819045448 0.011148005820186034 0.0013945057386064187 -0.010201129127157933 0.00073360135684128586 0.00086983135587352352 0.024410785812359403 0.0035844895492325914 -0.01352330986444464 0.0023821256659721764 0.0015475552780127146 -0.017503334475876344 -0.0061625986906079485 -0.0013170349809075877 -0.0027404766450273878 0.0089153090446306271 -0.0083704855669736126 0.0014896228793597535 0.0036867765243461634 -0.012086200527759983 0.013690870850805913 0.0097586505337410364 -0.0020983910754995088 0.021409691652357416 -0.0061034188319889771 leaf_weight=710.96973952651024 5790.6290827319026 299074.91256775334 214.9950046390295 3179.210894934833 62.161520421504974 169.69302476942539 233.62596443295479 1150.9324910268188 245.50858025252819 307.44278056919575 2262.6445467323065 169.44583611190319 2892.7170639410615 202.98272986710072 135.20093604922295 953.28390738368034 119.08046692609787 118.20087963342667 691.0531051158905 1254.9531001448631 1237.2184045165777 1289.9284715950489 566.77363768219948 490.22488637268543 152.40830571949482 113.89112681150436 424.28332722187042 2016.1115619838238 57.669050067663193 386.09298162162304 leaf_count=3259 24849 1289243 921 15504 255 714 937 4745 1001 1258 9578 702 12595 1043 575 4327 546 573 2890 5238 7140 6251 2463 2100 643 504 1773 8187 232 1588 internal_value=5.55445e-06 -2.6774e-05 -0.00141551 -0.00194143 0.00203637 -0.000475016 0.00566088 0.00287069 0.000601921 -0.00412138 0.000762693 0.00193317 0.00355325 0.00245937 -0.00716455 6.82739e-05 -0.00132245 0.0014911 0.00458917 -0.00329074 0.00760042 -0.00282827 -0.00536061 -0.000220287 -0.000626946 -1.21972e-05 0.00407653 -0.000584479 0.00555222 -0.000146624 internal_weight=326674 309876 10801.2 9373.16 1428.09 6193.95 403.319 1365.93 16798.1 552.951 16245.1 6049.08 3400.35 3230.9 338.184 10196 5156.2 5039.85 2046.47 3778.63 1355.42 3659.55 1856.7 1802.85 2993.38 2840.97 1377.57 2727.08 547.894 2648.74 internal_count=1411634 1337168 47925 42004 5921 26500 1651 5666 74466 2259 72207 26081 14915 14213 1618 46126 22930 23196 10603 16830 7713 16284 8714 7570 12593 11950 6100 11446 2332 11166 is_linear=0 shrinkage=0.03 Tree=256 num_leaves=31 num_cat=0 split_feature=0 3 3 2 2 2 2 1 2 2 2 0 2 2 1 2 1 2 2 2 2 1 2 2 1 2 2 2 1 2 split_gain=10.1251 6.61035 22.5407 20.5069 41.1303 22.8556 16.9823 17.4896 16.6182 13.3371 17.0562 13.8071 21.3366 81.3693 36.6437 21.6335 21.1179 57.3136 34.6808 38.2674 26.1765 25.7813 25.3496 40.2021 27.4143 21.9916 23.3777 20.6511 18.5401 17.2954 threshold=1.0000000180025095e-35 1.0619999766349795 1.1054999828338625 6949.8193359375009 2808.646850585938 42648.800781250007 2534.145385742188 1.0000000180025095e-35 8322.3417968750018 17172.791015625004 24552.913085937504 50.500000000000007 2406.084106445313 2534.145385742188 1.5000000000000002 4591.9587402343759 1.0000000180025095e-35 249.38574218750003 3645.8532714843755 3673.1176757812505 358.55703735351568 -2.4999999999999996 2492.341430664063 5797.4450683593759 2.5000000000000004 2492.341430664063 2363.3640136718755 174.82500457763675 -2.4999999999999996 2267.636352539063 decision_type=2 2 2 2 2 2 2 2 2 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 6 8 -3 -8 -5 11 -11 16 -13 -14 -15 -16 18 27 25 21 -19 -20 24 -24 -22 26 28 -18 -2 -26 right_child=1 2 -4 5 -6 -7 7 -9 -10 10 -12 12 13 14 15 -17 17 20 19 -21 22 -23 23 -25 29 -27 -28 -29 -30 -31 leaf_value=0.030077337453336603 0.003601663155763588 -0.00087536659116821229 2.1666761205403393e-05 0.010432798008800809 -0.0046601100362992712 -0.015826849002436343 -0.0018361420460002739 0.010818254291505852 0.0013526720439161221 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113.4661068469286 424.88784661889076 2016.5178447216749 120.22913739085197 leaf_count=3929 3259 24849 1285314 921 15504 255 714 937 4745 1001 1258 11166 702 12595 1043 575 4327 546 573 2890 5238 7140 6251 2463 1848 643 504 1773 8187 484 internal_value=5.3877e-06 4.46004e-06 -2.69511e-05 -0.00137357 -0.00188406 0.00197485 -0.000460794 0.00549171 0.00278382 0.000584293 -0.00399718 0.000740375 0.00187602 0.00344965 0.00238739 -0.00697399 6.63052e-05 -0.00128383 0.00144823 0.00446334 -0.00319614 0.00740253 -0.00274653 -0.00521059 -0.000213718 -0.000608175 -1.17831e-05 0.00395115 -0.000567014 0.00538298 internal_weight=326658 326648 309862 10797.3 9368.95 1428.36 6193.55 403.274 1366.27 16786.1 553.026 16233 6046.38 3397.39 3228.39 337.036 10186.7 5152.59 5034.08 2041.22 3773.98 1350.01 3655.6 1852.95 1802.65 2992.86 2840.11 1378.62 2726.64 548.164 internal_count=1411634 1407705 1333239 47925 42004 5921 26500 1651 5666 74466 2259 72207 26081 14915 14213 1618 46126 22930 23196 10603 16830 7713 16284 8714 7570 12593 11950 6100 11446 2332 is_linear=0 shrinkage=0.03 Tree=257 num_leaves=31 num_cat=0 split_feature=2 3 2 1 3 2 0 2 0 1 3 2 0 2 2 2 2 3 1 1 2 2 0 1 3 2 0 1 0 1 split_gain=6.36243 19.447 28.4358 28.4421 26.6764 45.7502 53.5505 40.2564 34.8689 34.757 36.3481 46.7156 33.3026 26.6707 25.4018 24.7283 24.022 23.6148 22.9668 22.327 25.2218 23.3108 21.452 21.5756 21.244 26.4965 20.5657 20.1869 20.1595 19.5755 threshold=554.91479492187511 4.4095001220703134 263.91864013671881 4.5000000000000009 3.0835000276565556 418.29415893554693 72.500000000000014 397.09068298339849 74.500000000000014 1.0000000180025095e-35 1.1510000228881838 466.24169921875006 69.500000000000014 184.69928741455081 466.24169921875006 517.14669799804699 498.67184448242193 1.0619999766349795 1.0000000180025095e-35 1.0000000180025095e-35 184.69928741455081 216.45584106445315 12.500000000000002 1.0000000180025095e-35 1.1054999828338625 525.24191284179699 72.500000000000014 -3.4999999999999996 66.500000000000014 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 4 13 22 5 8 9 19 12 10 11 -7 -1 -3 -12 -13 -11 -17 -9 20 -6 -21 23 -4 25 -18 -14 -28 -16 -10 right_child=-2 2 3 -5 7 6 -8 18 29 16 14 15 26 -15 28 17 24 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00030349716245882288 7.5526136580790252e-05 0.0024959117811681813 0.0048015620193260821 0.036721293838310985 0.016756386846101069 0.016801362632651591 -0.0067434175717268853 -0.0013133420243878874 0.0229027609540381 0.0080966352085577384 -0.00054844575858969621 -0.004692156480586851 -0.0076286287217905884 -0.015652839204754403 0.0048777703772504575 0.016171001629833405 -0.016216172746266647 -0.023663301127900854 -0.0048471286098568421 -0.0064419741011427787 0.0032440439323251744 0.003449223401877938 0.0055247035082625897 -0.0077395085665466924 0.0038850887837396045 0.016864805177847518 -0.02922260687948575 0.0013534382400535653 0.023121082160419224 0.0033641670884355583 leaf_weight=54013.695050247014 254808.02434217138 153.56154596060514 234.72411545366049 23.538798853754997 152.43249654769897 68.717495784163475 521.28356750309467 3521.807783678174 87.695277586579323 1607.5371916890144 1124.6991280913353 290.54452586174011 916.82343018054962 138.697281062603 1101.0571874529123 14.872376099228857 103.41828660666943 134.74669905006886 3123.1081508696079 402.00380393862724 674.23354022204876 459.60063087940216 1323.4517611414194 260.46490205824375 721.54264450073242 27.608102843165398 20.297168970108032 456.65083634853363 57.354635342955589 97.414105042815208 leaf_count=229050 1106321 801 1214 108 665 283 2210 14461 356 7002 4601 1181 3896 629 4524 60 495 543 13535 1811 2814 2006 5975 1120 3170 132 86 1928 231 426 internal_value=5.22633e-06 -0.000244141 0.00257655 0.00395576 -0.000330521 -0.000114243 0.00242759 -0.0019232 -0.000378216 0.00333784 0.00104699 -0.00620338 -0.000421643 -0.00611694 0.00266302 -0.00979484 0.00593773 -0.0197037 -0.00297422 0.00221352 0.00573564 -0.00116577 0.00353168 -0.00179493 0.00186708 -0.0092458 -0.00500024 5.22332e-05 0.00578102 0.0126205 internal_weight=326642 71833.6 2134.44 1842.18 69699.1 61366 5773.38 8333.19 55592.6 5252.1 2791.99 508.881 55407.5 292.259 2283.11 440.164 2460.11 149.619 6644.92 1688.27 826.666 861.604 1818.64 495.189 852.569 131.026 1393.77 476.948 1158.41 185.109 internal_count=1411634 305313 9847 8417 295466 260174 24432 35292 235742 22222 11423 2067 234960 1430 9356 1784 10799 603 27996 7296 3479 3817 8309 2334 3797 627 5910 2014 4755 782 is_linear=0 shrinkage=0.03 Tree=258 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 1 2 2 2 0 2 2 2 2 2 0 2 2 1 2 1 2 2 2 2 2 2 1 1 split_gain=6.1573 21.0524 19.2037 39.0425 21.5242 15.9016 16.4677 15.6004 12.6508 16.8026 16.3803 20.087 17.0051 13.7821 12.5504 16.0428 13.0071 20.0887 76.8286 34.5424 20.5143 19.9177 54.2206 32.7206 36.2181 24.7708 23.8032 37.992 25.8565 23.4959 threshold=1.0619999766349795 1.1054999828338625 6949.8193359375009 2808.646850585938 42648.800781250007 2534.145385742188 1.0000000180025095e-35 8322.3417968750018 10727.411621093752 15166.320312500002 51.500000000000007 12812.083496093752 11977.758300781252 9536.4326171875018 17172.791015625004 24552.913085937504 50.500000000000007 2406.084106445313 2534.145385742188 1.5000000000000002 4591.9587402343759 1.0000000180025095e-35 249.38574218750003 3645.8532714843755 3754.1591796875005 358.55703735351568 2492.341430664063 5797.4450683593759 2.5000000000000004 -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=14 2 3 5 7 -2 -7 -4 13 10 11 12 -10 -9 16 -16 21 -18 -19 -20 -21 23 -23 -1 29 -24 28 -28 -27 -25 right_child=1 -3 4 -5 -6 6 -8 8 9 -11 -12 -13 -14 -15 15 -17 17 18 19 20 -22 22 25 24 -26 26 27 -29 -30 -31 leaf_value=-0.00059145076747869061 -0.00083605664210374025 2.1738071028974156e-05 0.010101835103039598 -0.0045278625977576321 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135.29662027955055 1379.5082784891129 117.67367094755173 120.73813466727734 682.68937323987484 1254.2190525829792 1282.141945630312 567.17705887556076 548.39782670140266 1232.6015050709248 leaf_count=12593 24849 1289243 921 15504 255 714 937 675 257 1820 972 314 95 612 1001 1258 11166 702 12595 1043 575 6100 546 582 2852 5238 6251 2463 2332 7169 internal_value=5.0671e-06 -2.52383e-05 -0.0013269 -0.00182116 0.00191295 -0.000434877 0.00532554 0.00269736 0.00130983 0.00322402 0.00769956 0.000327205 -0.00977056 -0.00385821 0.00056489 -0.0038791 0.000716417 0.00181884 0.00334681 0.00231523 -0.00679025 6.17839e-05 -0.00124971 0.00140479 0.00433858 -0.00311201 -0.00267548 -0.00506672 -0.000222286 0.00718043 internal_weight=326635 309861 10793.2 9364.59 1428.61 6192.84 403.214 1366.6 1150.93 839.855 397.576 161.238 84.4438 311.073 16774 553.086 16220.9 6043.46 3394.44 3225.91 335.918 10177.4 5149.12 5028.3 2036.03 3769.61 3651.94 1849.32 1802.62 1353.34 internal_count=1411634 1337168 47925 42004 5921 26500 1651 5666 4745 3458 1638 666 352 1287 74466 2259 72207 26081 14915 14213 1618 46126 22930 23196 10603 16830 16284 8714 7570 7751 is_linear=0 shrinkage=0.03 Tree=259 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 0 2 1 2 0 1 0 0 3 2 1 1 2 0 2 2 0 2 1 2 0 0 0 1 2 split_gain=6.09269 23.3028 20.6155 43.6622 93.0445 24.4771 35.7595 21.317 19.9341 91.5306 24.8097 22.0638 20.2027 29.2472 88.2081 56.3742 42.8514 26.4919 31.9945 25.7344 31.478 38.5966 25.0253 26.561 24.4792 22.4551 21.4111 21.094 19.9106 19.034 threshold=282.77769470214849 -9.4999999999999982 263.91864013671881 51.500000000000007 63.500000000000007 59.500000000000007 157.11404418945315 1.5000000000000002 225.0559997558594 53.500000000000007 1.5000000000000002 18.500000000000004 37.500000000000007 1.247500002384186 174.82500457763675 1.0000000180025095e-35 7.5000000000000009 170.15808868408206 55.500000000000007 164.66607666015628 202.77236938476565 27.500000000000004 112.57336044311525 1.0000000180025095e-35 149.63704681396487 40.500000000000007 36.500000000000007 29.500000000000004 1.5000000000000002 199.88579559326175 decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -7 -6 12 11 -11 -10 19 14 -14 -16 -17 18 22 27 21 -21 -15 -24 -25 -26 -22 -3 -19 -18 right_child=-2 2 3 4 7 6 -8 -9 9 10 -12 -13 13 17 15 16 29 28 -20 20 26 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.0058749887719223015 5.3877379225679856e-05 -0.0044301176787282558 -0.0047409231709406932 0.012535328484142337 -0.0032151069877580339 0.0023990174711841575 -0.0042535128120299694 -0.019019388447251033 -0.015444371986229903 0.0073853183385756945 0.018700063673887438 0.00043005761665962155 -0.0011837024221020803 0.0019422230542265721 0.00018407122215810472 0.0086327686598671651 -0.021139783027438942 -0.0017963543363524309 -0.0054549657800095951 0.0052741594863080473 0.00047408115915313501 0.020905663326178842 0.0030442161945296183 0.034819744001818552 0.031063358555025705 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0.00155243 0.011119 0.000203164 -0.000313661 -0.000611704 0.000284589 0.00422147 0.00758994 -0.00185382 0.0020793 0.00196852 0.00501579 0.00867379 0.00494464 0.0127076 0.0218865 0.00956199 -0.000597489 -0.000492983 -0.00246553 -0.0105936 internal_weight=326620 40813.2 40277 3405.13 932.918 36871.9 3758.45 475.484 33113.5 6381.99 788.855 5593.14 26731.5 23643.7 13733.7 3730.69 2033.83 9910.02 1333.83 3087.77 1379.72 835.348 966.33 269.506 138.217 70.7743 544.37 1708.06 8576.19 110.314 internal_count=1411634 173877 171176 14454 3956 156722 16088 2039 140634 26672 3233 23439 113962 100644 58429 15558 8617 42215 5686 13318 5915 3577 4113 1137 598 312 2338 7403 36529 639 is_linear=0 shrinkage=0.03 Tree=260 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 2 2 2 2 2 0 1 2 0 2 2 2 1 2 2 2 2 2 2 2 1 2 2 split_gain=7.87562 16.1135 24.5894 37.957 19.4241 22.9637 18.795 21.9103 17.5166 22.7863 24.1134 22.735 21.1704 13.8042 14.5122 13.026 17.2183 12.8419 16.5658 12.1818 11.5452 11.3708 54.241 50.8567 28.9719 24.0896 34.4611 28.4985 26.3742 21.6455 threshold=1.0619999766349795 1.1054999828338625 2760.058227539063 6336.3120117187509 2534.145385742188 1.0000000180025095e-35 5083.1333007812509 4143.0483398437509 8654.3632812500018 10727.411621093752 9536.4326171875018 15166.320312500002 51.500000000000007 1.0000000180025095e-35 4591.9587402343759 51.500000000000007 2583.655151367188 12812.083496093752 11728.783203125002 1.5000000000000002 99998.222656250015 498.67184448242193 539.92453002929699 418.29415893554693 564.90808105468761 1148.2519531250002 1499.682556152344 4.5000000000000009 756.59011840820324 358.55703735351568 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 21 -6 7 -4 -5 10 -10 12 17 14 -9 16 -7 18 -11 -18 -13 23 -23 29 -24 28 -27 -28 -26 -2 right_child=1 -3 3 8 5 15 -8 13 9 11 -12 20 -14 -15 -16 -17 19 -19 -20 -21 -22 22 24 -25 25 26 27 -29 -30 -31 leaf_value=0.00065168141463281266 0.00050731794467299561 2.6852433329561449e-05 -0.0049239882825499815 0.0067370192355009637 -0.0020544071632858539 0.021539408442402506 -0.012700230670894741 0.024405601436971871 0.0020805461768256673 0.00012734096844338249 -0.016010493544926258 -0.0018018811729514151 0.012717730723037031 -0.00228631302904593 0.0032374189482283896 0.020035840045814553 0.0087842622169967306 0.0074112190783397073 -0.027654520354994543 -0.013310573182524429 -0.025686799757530562 -0.0172775503497491 0.04658497261093375 0.020837411507195369 0.0097235104524110508 0.017142000673201839 -0.0017352176415434846 0.0090523926729347264 -0.010322203228056449 -0.018097015295994529 leaf_weight=16854.141484707594 2853.0522379502654 298851.77603844716 2522.2976455688477 366.15325506031513 171.09143134951591 43.552192851901054 247.26670495420694 48.061646640300751 114.56479161977768 56.527584969997406 157.42687124013901 489.18445798009634 232.51154014468193 137.72447759658098 74.068498060107231 108.34586361050606 48.607724010944366 78.681716397404671 29.344079464673996 41.74557963013649 18.917924493551254 188.93534791469574 11.646582096815107 110.92143812775612 70.078150719404221 106.31484663486481 1759.1625398844481 251.9695333391428 376.10646814107895 57.416404068470001 leaf_count=74875 12288 1288258 12524 1579 719 175 1139 197 474 237 652 2009 957 709 305 435 195 321 122 168 80 837 51 478 310 455 7300 1026 1810 277 internal_value=2.0142e-05 -1.42354e-05 -0.00115419 -0.00282306 7.68837e-05 0.00635967 -0.00477393 -0.00406947 0.00100635 -0.000776165 -0.00839042 0.00151183 0.00689018 0.00422499 0.0115677 0.0123022 0.00604467 -0.00134407 -0.00936628 -0.00142413 -0.00269118 -0.000371979 -0.00176245 0.000900134 -0.000624181 -0.000838652 0.00049628 -0.000383666 -0.00717381 0.0001403 internal_weight=326478 309623 10771.7 4572.73 6198.95 413.343 3029.42 2782.15 1543.31 1177.16 271.992 905.167 397.065 259.855 122.13 242.251 133.905 164.553 85.8717 90.3533 508.102 5785.6 2764.21 3021.39 2575.28 2563.63 2117.45 2011.13 446.185 2910.47 internal_count=1410962 1336087 47829 21305 26524 1692 14874 13735 6431 4852 1126 3726 1637 1211 502 973 538 680 359 363 2089 24832 11789 13043 10952 10901 8781 8326 2120 12565 is_linear=0 shrinkage=0.03 Tree=261 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 2 2 1 2 2 2 2 2 0 2 2 0 2 2 2 1 0 1 2 2 2 1 2 split_gain=7.41032 15.1716 23.1661 35.7769 18.2824 21.6291 17.783 20.6418 16.6709 12.9885 13.6648 12.9407 26.7033 22.7275 13.4842 19.9632 13.385 18.0871 12.2787 16.2286 12.0932 15.6852 11.4585 10.9693 21.2078 55.6945 15.5976 66.1649 22.3706 19.1785 threshold=1.0619999766349795 1.1054999828338625 2760.058227539063 6336.3120117187509 2534.145385742188 1.0000000180025095e-35 5083.1333007812509 4143.0483398437509 40991.593750000007 1.0000000180025095e-35 4591.9587402343759 8654.3632812500018 10727.411621093752 9536.4326171875018 15166.320312500002 51.500000000000007 24552.913085937504 27132.552734375004 51.500000000000007 2583.655151367188 12812.083496093752 11728.783203125002 1.5000000000000002 50.500000000000007 1.0000000180025095e-35 249.38574218750003 2406.084106445313 2534.145385742188 1.5000000000000002 2173.7932128906255 decision_type=2 2 2 2 2 2 2 2 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 6 -2 -6 7 -4 11 10 -9 -5 13 -13 15 20 -16 -18 19 -7 21 -14 -21 24 -1 -26 29 -28 -29 -25 right_child=1 -3 3 8 5 18 -8 9 -10 -11 -12 12 14 -15 16 -17 17 -19 -20 22 -22 -23 -24 26 25 -27 27 28 -30 -31 leaf_value=0.0014053239877945053 -0.00036098812784951518 2.6046903409321907e-05 -0.0047824336763950632 0.0065278765319995947 -0.0019920741030272984 0.020922931967014943 -0.012360535350456671 0.023683174569534022 -0.013656862883613428 -0.0022199367361917023 0.0031400638816365309 0.0020178343524903269 0.0001235179405918313 -0.015549403870426427 -0.0054124924071877467 0.012356996399822065 0.023265509627180058 0.00035063589933993512 0.019455127007221244 0.0085250047338533731 0.0071845468238742978 -0.026950918251531997 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0.00617066 -0.00463721 -0.00395223 0.000976294 0.0041006 0.011222 0.0016408 2.61651e-05 -0.00814412 0.00267754 0.00669147 -0.000932051 0.00516452 0.0119417 0.00586603 -0.0013048 -0.00910013 -0.00138125 0.000632138 4.27994e-05 -0.00128121 0.00162606 0.00291113 0.00200732 -0.000115184 internal_weight=326472 309618 10766.1 4568.25 6197.87 413.233 3025.25 2778.8 1542.99 259.705 122.116 1475.97 1109.43 271.816 837.609 396.592 441.017 186.816 242.083 133.849 164.466 85.7377 90.3572 16854 10580.4 5366.06 6273.55 3609.61 3439.31 2663.94 internal_count=1410962 1336087 47829 21305 26524 1692 14874 13735 6431 1211 502 6155 4576 1126 3450 1637 1813 765 973 538 680 359 363 74875 47849 23830 27026 15801 15089 11225 is_linear=0 shrinkage=0.03 Tree=262 num_leaves=31 num_cat=0 split_feature=3 2 1 1 2 2 2 3 2 2 1 0 2 2 2 2 2 1 2 2 0 0 1 0 2 1 0 1 1 2 split_gain=7.24471 48.9522 41.5209 28.1584 25.6874 21.5023 173.028 83.1438 78.8812 42.3347 53.3973 32.517 116.277 60.0659 49.7712 41.0926 40.4965 39.0206 34.2989 53.6448 36.7861 31.1375 29.6997 29.6995 35.8074 27.4608 26.905 26.4838 25.7864 28.9157 threshold=1.532000005245209 72077.554687500015 -8.4999999999999982 -18.499999999999996 8654.3632812500018 8322.3417968750018 4973.6452636718759 1.1510000228881838 7269.3449707031259 6336.3120117187509 -4.4999999999999991 44.500000000000007 466.24169921875006 325.33131408691412 157.11404418945315 1850.3489990234377 2492.341430664063 1.5000000000000002 225.0559997558594 210.83787536621097 41.500000000000007 50.500000000000007 8.5000000000000018 41.500000000000007 9536.4326171875018 29.500000000000004 43.500000000000007 6.5000000000000009 1.0000000180025095e-35 303.00918579101568 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 11 8 -8 10 -9 12 13 14 -4 25 -17 -18 19 -16 -21 23 -12 -7 27 -14 -11 -25 29 -20 right_child=-2 -3 5 -5 -6 21 7 9 -10 26 22 -13 15 -15 18 16 17 -19 28 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0081884883656594184 -7.2567862329781405e-05 -0.010160624724181777 0.0074236477214435354 0.0063002418579401588 0.015803585338624661 0.0035626273882824484 -0.0041311333771575391 -0.028291487423424244 0.0092481373793044334 -0.016176439368866119 -0.0022447396788123127 1.8642851844874626e-05 0.0064005110716083159 -0.0099773683757332192 -0.0015215668793360326 -0.0024942856611922365 0.0019675711331039562 0.0076232646554563995 -0.0028304005152258028 -0.020284066173655507 -0.0021351830121181035 0.0031233661824497669 -0.024837536698323538 0.0064957726979970008 -0.0019111033848192229 -0.029975587942830551 -0.0084878400207895228 -0.014379937562473572 0.0071342325952819374 0.017300432162436073 leaf_weight=231.51753604412079 230009.6192585656 405.78839018940926 646.96663361787796 1567.6329567432404 48.592958651483059 1708.5544548034668 1472.454813927412 80.480627581477165 542.79864411056042 674.78110818564892 1312.4885325431824 57363.736259110272 3366.4335600882769 658.9545556306839 4874.0008860975504 1346.2537667453289 4889.704997703433 1415.7982828617096 687.05739206075668 242.66761595010757 171.58508801460266 5210.0063888728619 54.542809687554836 737.70409831404686 4881.7035089284182 18.781938225030899 1042.3986977264285 59.073764935135841 668.53035658597946 70.838605895638466 leaf_count=1300 997449 1694 2752 7810 298 6934 6637 328 2310 2815 5512 248532 14022 2773 20740 5587 20339 5758 2788 1061 723 21374 301 3053 20013 84 4478 290 2920 287 internal_value=1.89483e-05 0.000237188 0.000281118 0.00473477 -0.0040264 0.000193758 1.56725e-05 -0.00529043 -0.000527492 -0.00832343 -0.00454423 0.000375327 0.00144896 -0.00129993 -0.000523195 0.00344658 0.00222902 0.00323747 -0.00128888 -0.00240245 -0.0127667 0.00134736 -0.00314616 9.47584e-05 -0.000948662 0.00619869 -0.0115091 0.00494803 0.0028395 -0.000948823 internal_weight=326461 96451.8 96046 1847.74 280.11 94198.3 81601.3 5179.95 2015.25 3164.69 1447.51 76421.3 19057.6 8020.6 7361.65 11037 7651.76 6305.5 6714.68 5288.25 414.253 12597 1367.03 7387.04 5678.48 3385.22 1717.18 796.778 1426.43 757.896 internal_count=1410962 413513 411819 9408 1598 402411 350747 22381 8947 13434 6141 328366 79834 34044 31271 45790 31684 26097 28519 22524 1784 51664 5813 30290 23356 14106 7293 3343 5995 3075 is_linear=0 shrinkage=0.03 Tree=263 num_leaves=31 num_cat=0 split_feature=0 2 0 0 2 0 2 2 2 2 2 0 0 2 0 2 0 2 2 0 2 3 1 0 2 2 0 1 2 0 split_gain=7.06271 33.5893 33.8815 34.0329 29.1129 28.0352 34.2739 35.7259 29.2389 49.0048 35.1182 35.3442 38.4228 71.0648 29.2418 127.928 47.871 43.6424 37.5646 34.3682 31.1954 29.0427 27.8643 27.4736 26.8907 85.5058 39.1972 26.8876 25.544 25.1947 threshold=49.500000000000007 52584.906250000007 55.500000000000007 67.500000000000014 145.16793060302737 65.500000000000014 11465.855468750002 17172.791015625004 12812.083496093752 4316.3833007812509 16701.354492187504 75.500000000000014 69.500000000000014 13908.505371093752 77.500000000000014 8492.8930664062518 67.500000000000014 7434.1564941406259 6336.3120117187509 73.500000000000014 5311.5163574218759 7.7119998931884775 -19.499999999999996 88.500000000000014 4685.5603027343759 3985.294067382813 61.500000000000007 -11.499999999999998 4063.8671875000005 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=4 5 -3 -4 -1 6 22 -8 9 21 11 12 13 -10 15 18 -17 -16 19 20 -11 -7 -2 -13 25 -24 -26 -12 -23 -22 right_child=1 2 3 -5 -6 8 7 -9 10 14 27 23 -14 -15 17 16 -18 -19 -20 -21 29 28 24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0026716908802323887 -0.012079017987319765 -0.011697363724741424 0.01000056836091642 0.0021580418311266821 -0.00010767696800819464 -0.0014493382862217491 0.0054494214018587575 0.00075611485262584851 -0.034240171687766059 0.0026429254851676322 0.028040866680464988 9.9358258658586147e-05 -0.023287384635604005 0.0092230287424258234 -0.0057956200381213069 -0.026062509716368722 -0.0049444534941952304 0.0018827452516635176 0.01019706343620955 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20043 126 3069 internal_value=1.83779e-05 0.000245585 0.00265157 0.00308227 -6.73209e-05 0.000105054 0.000503214 0.00262591 -0.000645125 -0.000162737 -0.00250762 -0.00728371 -0.0148539 -0.00382696 0.00181961 0.00343446 -0.0120253 -0.000333008 0.0051561 0.00343304 0.00522702 -0.00111909 0.000239884 -0.00355366 0.00028135 0.000506555 -0.00191496 -0.00140933 0.0039243 0.010103 internal_weight=326450 89408.2 4934.06 4790.27 237042 84474.1 55184.7 6090.35 29289.5 23264.1 6025.4 1126.53 371.851 161.148 7570.89 4325.78 433.46 3245.11 3892.32 2900.8 2228.26 15693.2 49094.3 754.675 48929.6 44379.1 4550.54 4898.88 964.471 771.85 internal_count=1410962 381183 21504 20911 1029779 359679 237299 25232 122380 97545 24835 4618 1504 652 30881 17574 1749 13307 15825 11788 9058 66664 212067 3114 211189 192379 18810 20217 4266 3142 is_linear=0 shrinkage=0.03 Tree=264 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 2 2 2 2 2 0 1 2 0 2 2 2 1 2 2 2 2 2 2 2 1 2 2 split_gain=6.67561 14.5946 22.0317 32.9976 17.2333 20.3745 16.2608 19.3094 15.3901 20.1608 21.1618 19.8049 18.0855 12.2537 12.7309 11.5569 15.2989 11.388 14.8597 10.779 10.6597 51.2145 47.9798 27.0245 25.5297 22.7028 32.427 26.8029 24.8773 15.2257 threshold=1.0619999766349795 1.1054999828338625 2760.058227539063 6336.3120117187509 2534.145385742188 1.0000000180025095e-35 5083.1333007812509 4143.0483398437509 8654.3632812500018 10727.411621093752 9536.4326171875018 15166.320312500002 51.500000000000007 1.0000000180025095e-35 4591.9587402343759 51.500000000000007 2583.655151367188 12812.083496093752 11728.783203125002 1.5000000000000002 498.67184448242193 539.92453002929699 410.89489746093756 564.90808105468761 358.55703735351568 1148.2519531250002 1499.682556152344 4.5000000000000009 756.59011840820324 1958.9346313476565 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 20 -6 7 -4 -5 10 -10 12 17 14 -9 16 -7 18 -11 -18 22 -22 24 -23 -2 28 -27 29 -25 -28 right_child=1 -3 3 8 5 15 -8 13 9 11 -12 -13 -14 -15 -16 -17 19 -19 -20 -21 21 23 -24 25 -26 26 27 -29 -30 -31 leaf_value=0.00059938803429420199 0.00049304530534410558 2.5269200249931537e-05 -0.0046531703419072559 0.0062524847998174943 -0.0019339027857594325 0.020330347886606589 -0.011906819669392976 0.022898747780213297 0.0018478450141213138 0.00017654448113432294 -0.015107161392634348 -0.0025525645407474739 0.011803144738512688 -0.0021999280897284177 0.0030618433015495621 0.018885480965895891 0.0082762137747134264 0.007020745468995772 -0.026223024923407796 -0.012505521710210981 -0.016804667805520996 0.044796081545754346 0.019716287202258934 0.0094262281479341545 -0.020854929830073657 0.016629855331535728 0.00222322320967052 0.0087798062602895514 -0.010035274654916528 -0.0036743954768592543 leaf_weight=16847.478913545609 2853.0305020734668 298835.22500657197 2516.1783120781183 366.97683304548264 171.20945639908314 43.422918274998665 245.3539285287261 47.978596150875092 114.62424045801163 56.50795716047287 156.99268315732479 507.67764322459698 231.4636255800724 137.507503926754 74.068670406937599 108.10296320915222 48.55893686413765 78.753067418932915 29.056311786174774 41.797252118587494 188.35475924611092 11.748759508132933 116.92517578601837 70.180511489510536 51.323727115988731 106.3682895898819 595.62269406020641 252.20006890594959 374.89338129013777 1163.6901945322752 leaf_count=74875 12288 1288258 12524 1579 719 175 1139 197 474 237 652 2089 957 709 305 435 195 321 122 168 837 51 503 310 252 455 2477 1026 1810 4823 internal_value=1.78303e-05 -1.38168e-05 -0.00109929 -0.00268127 6.552e-05 0.00598527 -0.0045039 -0.00384953 0.000889507 -0.000785354 -0.00795203 0.00136924 0.00639984 0.00394109 0.01086 0.0115906 0.00569589 -0.00121145 -0.00878834 -0.00133707 -0.000357242 -0.00170393 0.000874348 -0.000599223 0.000115799 -0.000807318 0.000487044 -0.000366584 -0.00696653 -0.00167773 internal_weight=326443 309596 10760.6 4563.14 6197.43 413.092 3021.09 2775.73 1542.05 1175.08 271.617 903.459 395.781 259.555 122.047 241.882 133.779 164.317 85.5643 90.3562 5784.34 2763.06 3021.28 2574.7 2904.35 2562.96 2117.88 2011.51 445.074 1759.31 internal_count=1410962 1336087 47829 21305 26524 1692 14874 13735 6431 4852 1126 3726 1637 1211 502 973 538 680 359 363 24832 11789 13043 10952 12540 10901 8781 8326 2120 7300 is_linear=0 shrinkage=0.03 Tree=265 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 2 2 2 0 2 0 0 0 2 0 1 2 0 2 1 0 2 0 3 2 2 3 2 0 split_gain=8.18262 35.809 44.7842 33.626 34.8938 31.6929 52.5104 40.7938 37.4529 50.6436 38.4795 49.1142 72.5827 36.188 31.4899 53.1242 54.436 31.8431 57.4572 69.6145 30.6397 28.3252 50.1827 28.252 27.5442 51.7186 163.801 106.173 93.4556 69.6942 threshold=3645.8532714843755 3081.7368164062505 3.4465000629425053 1.2994999885559084 51.500000000000007 55.500000000000007 2406.084106445313 2173.7932128906255 1235.1978759765627 87.500000000000014 1383.2932128906252 64.500000000000014 72.500000000000014 59.500000000000007 225.0559997558594 65.500000000000014 3.5000000000000004 410.89489746093756 61.500000000000007 303.00918579101568 2.5000000000000004 58.500000000000007 1850.3489990234377 57.500000000000007 2.0774999856948857 4973.6452636718759 10470.297851562502 1.469500005245209 7602.1542968750009 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 5 3 4 -3 -1 7 8 9 14 -10 21 -13 -8 -7 16 17 18 -16 -20 -4 -12 -23 -9 25 -2 27 28 -27 -28 right_child=24 2 20 -5 -6 6 13 23 10 -11 11 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31 leaf_value=0.00024875600527291144 0.00033781762933408427 -0.008339636369151731 -0.0013198476555732368 0.0033777851742041306 0.0047979579289046939 -0.0024424368931305384 -0.0069449022294200994 0.014043927157957001 -0.0111228946880655 0.011150373216568293 -0.0025792967264307168 -0.014392678365221668 6.1125998312674737e-05 -0.00082453917929322512 0.0081906397115213414 -0.0010853625878025446 0.012856745986144178 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5580 2309 570 1141 505 2168 512516 17477 51505 13330 13912 32127 internal_value=2.05789e-06 0.000159831 0.00186379 0.0027848 -0.00321604 3.79605e-05 -0.0008963 -0.000375184 -0.000613964 -0.000170857 -0.00402227 -0.00212291 -0.00555234 -0.00429759 -0.00037469 0.000331736 0.00266477 0.00178513 0.00353445 0.000140868 -0.00236082 0.00423925 0.00950828 0.00627506 -0.000140933 -0.000690034 -0.00150529 -0.00453131 -0.00253245 6.73941e-05 internal_weight=326433 155194 10358.9 8504.79 764.834 144835 26663 23120.7 22319.3 19751.5 2567.85 2025.93 1316.36 3542.34 19402.1 14461.5 5464.7 5030.53 3272.64 1892.98 1854.14 709.565 400.262 801.384 171239 55547.7 30977.5 10593.8 7341.74 20383.7 internal_count=1410916 659715 43251 35155 3170 616464 112377 97862 94566 83818 10748 8452 5521 14515 82286 61051 22930 20831 13555 7889 8096 2931 1646 3296 751201 238685 128351 44719 31389 83632 is_linear=0 shrinkage=0.03 Tree=266 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 0 2 2 2 0 2 0 0 0 0 2 1 0 2 2 2 2 1 0 2 0 2 0 2 2 split_gain=7.6992 33.7009 42.1483 31.6453 32.83 29.8227 49.3996 38.3873 35.2623 47.6345 36.2779 46.2296 68.3984 34.0396 30.1689 42.8727 31.64 30.681 114.001 47.2456 44.391 30.0938 29.5012 26.6606 47.2867 26.601 26.5338 26.4684 147.229 54.6464 threshold=3645.8532714843755 3081.7368164062505 3.4465000629425053 1.2994999885559084 51.500000000000007 55.500000000000007 2406.084106445313 2173.7932128906255 1235.1978759765627 87.500000000000014 1383.2932128906252 64.500000000000014 72.500000000000014 59.500000000000007 80.500000000000014 225.0559997558594 32.500000000000007 61.500000000000007 586.10861206054699 857.34472656250011 564.90808105468761 1090.4144287109377 1.5000000000000002 58.500000000000007 1850.3489990234377 57.500000000000007 756.59011840820324 56.500000000000007 2911.024291992188 2583.655151367188 decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 8 9 14 -10 23 -13 27 15 -7 17 18 -17 26 -19 -21 -4 -12 -25 -9 -20 28 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541.21821130812168 349.44691975414753 309.32432116568089 510.68123704195023 805.12756295502186 1532.1853044852614 2000.6196785122156 1776.0030886232853 16.286526665091515 7359.9781478792429 568.23893505334854 239.65366847813129 2307.2411118894815 119.38226671516895 285.58277921378613 275.6941205561161 124.45355959236622 525.28289660811424 102.51058627665043 240.6582033187151 225.15200713276863 1076.316890001297 leaf_count=504087 751201 1936 6837 31985 1234 21108 1917 1128 2296 1532 1285 2117 3404 6304 8656 7371 69 31112 2379 1006 9650 507 1259 1141 505 2168 428 981 931 4382 internal_value=1.99231e-06 0.000155035 0.00180828 0.00270182 -0.00311957 3.68171e-05 -0.000869496 -0.000363993 -0.000595632 -0.000165766 -0.00390372 -0.00205992 -0.00538812 -0.00416834 -0.000363492 3.76356e-05 0.000971459 0.000916896 0.0036787 -0.0042627 0.000115316 0.00452024 -0.00229086 0.00411267 0.00922578 0.00608744 -0.00896399 -0.00673557 -0.00199181 -0.00923338 internal_weight=326420 155190 10356.6 8503.06 764.829 144834 26661.3 23118.6 22317.3 19750.8 2566.5 2025.28 1315.81 3542.61 19401.4 17400.8 12489.3 12473 2805.79 1029.79 9667.22 359.036 1853.52 709.472 400.148 801.305 670.75 2010.42 693.449 1316.98 internal_count=1410916 659715 43251 35155 3170 616464 112377 97862 94566 83818 10748 8452 5521 14515 82286 73630 52522 52453 11691 4320 40762 1513 8096 2931 1646 3296 2807 8211 2848 5363 is_linear=0 shrinkage=0.03 Tree=267 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 2 0 1 0 2 2 2 0 2 0 0 2 0 0 2 1 0 2 2 2 2 0 3 2 2 split_gain=7.24413 31.7178 39.668 29.7812 31.1746 31.1535 34.264 28.074 28.0645 46.4805 36.1242 33.2004 44.8069 34.2022 43.8099 79.4549 32.5952 32.0337 28.4024 40.3463 29.4827 28.8665 107.239 44.4904 41.7578 28.3048 26.4651 25.9211 48.6795 154.593 threshold=3645.8532714843755 3081.7368164062505 3.4465000629425053 1.2994999885559084 52.500000000000007 3252.167602539063 55.500000000000007 2.5000000000000004 55.500000000000007 2406.084106445313 2173.7932128906255 1235.1978759765627 87.500000000000014 1383.2932128906252 65.500000000000014 72.500000000000014 1421.1920166015627 59.500000000000007 80.500000000000014 225.0559997558594 32.500000000000007 61.500000000000007 586.10861206054699 857.34472656250011 564.90808105468761 1090.4144287109377 60.500000000000007 2.0774999856948857 4973.6452636718759 11197.012207031252 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -7 -4 -1 10 11 12 18 26 16 -16 -15 -11 19 -10 21 22 -21 -24 -23 -25 -13 28 -2 -30 right_child=27 2 7 -5 5 6 -8 -9 9 17 -12 13 -14 14 15 -17 -18 -19 -20 20 -22 24 23 25 -26 -27 -28 -29 29 -31 leaf_value=0.00023405360986417838 0.00033178317613699051 -0.0071460093878868772 -0.0012310585510264993 0.0031795853224815479 0.016397068143948403 0.0048761657597104482 -0.031196042045543854 -0.015968528026261548 -0.0022674978990966195 -0.0065342098798972254 0.0059056077924485913 -0.023722729059245055 0.01048454425524703 -0.023864270054885797 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511 353 133 570 21108 8211 3296 457 1532 155 1801 3404 3092 6304 8656 7371 69 31112 2807 1006 9650 507 1839 512516 50041 78310 internal_value=1.9308e-06 0.000150386 0.00175446 0.00262131 -0.00302606 0.00587821 -0.0051394 -0.00222326 3.57101e-05 -0.000843561 -0.00035316 -0.000577891 -0.000160837 -0.00378878 -0.00199886 -0.00551588 0.00353856 -0.00404356 -0.000352656 3.64864e-05 0.000942288 0.00088938 0.00356827 -0.004137 0.000111853 0.00438386 -0.0104932 -0.000132613 -0.000665346 -0.00145646 internal_weight=326414 155184 10354 8501.34 764.808 241.932 118.164 1852.64 144830 26657.1 23114.8 22313.6 19748.5 2565.08 2024.57 1238.16 786.404 3542.35 19398.9 17399.4 12489.3 12472.9 2805.79 1029.28 9667.07 359.091 540.511 171230 55539 30968.7 internal_count=1410916 659715 43251 35155 3170 997 486 8096 616464 112377 97862 94566 83818 10748 8452 5205 3247 14515 82286 73630 52522 52453 11691 4320 40762 1513 2296 751201 238685 128351 is_linear=0 shrinkage=0.03 Tree=268 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 2 0 1 0 2 2 2 0 2 0 0 0 2 0 2 1 0 2 2 2 2 0 0 1 2 split_gain=6.81611 29.8515 37.3343 28.0275 29.3416 29.3584 32.2857 26.9251 26.4099 43.7276 33.9905 31.2602 42.1491 32.2395 41.2414 74.9198 30.697 30.6918 26.739 37.9689 27.5293 27.146 100.881 41.8966 39.4549 26.6236 25.3554 51.4259 32.499 28.923 threshold=3645.8532714843755 3081.7368164062505 3.4465000629425053 1.2994999885559084 52.500000000000007 3252.167602539063 55.500000000000007 1.5000000000000002 55.500000000000007 2406.084106445313 2173.7932128906255 1235.1978759765627 87.500000000000014 1383.2932128906252 65.500000000000014 72.500000000000014 81.500000000000014 1421.1920166015627 80.500000000000014 225.0559997558594 34.500000000000007 61.500000000000007 586.10861206054699 857.34472656250011 564.90808105468761 1090.4144287109377 59.500000000000007 63.500000000000007 3.5000000000000004 3432.9526367187505 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 -7 -4 -1 10 11 12 18 -13 17 -16 -11 -15 19 -10 21 22 -21 -24 -23 -25 28 29 -5 -28 right_child=-2 2 7 26 5 6 -8 -9 9 16 -12 13 -14 14 15 -17 -18 -19 -20 20 -22 24 23 25 -26 -27 27 -29 -30 -31 leaf_value=0.00022703155134899623 -0.00012864078922933682 -0.0069322197661415711 -0.00061830602735468492 0.0032774164600890489 0.015929308152462549 0.0047316037014009009 -0.030303216941700614 -0.010658862864566222 -0.0022000846981966612 -0.0046336128887423103 0.0057284591481088481 -0.010191031749555339 0.010167497845276577 -0.023171540765961823 -0.015426503897867379 5.5787360157486198e-05 0.0070381961610326733 0.0047532874893759045 -0.0036286215337464861 0.0077896225466495394 0.04010728641375623 -0.00096412673835703767 -0.0084488830306542178 0.01000909721713718 0.0035309078009717059 -0.0073369990396637335 -0.0080357314090119779 0.0068621475239968302 0.010538754744926871 0.0013678915149798712 leaf_weight=118173.09472767264 171224.13172505191 522.83266362547874 1568.1392693221569 5292.878696039319 123.5823812186718 85.325091049075127 32.762794405221939 283.8883311599493 4908.7642283961177 3326.5505584329367 801.19920255243778 539.8543892800808 349.63449858129025 37.18098284304142 432.35678879916668 805.13548453897238 215.96342437714338 749.12168046832085 1998.4914588928223 1776.9501369446516 16.108464524149895 7358.5078547596931 669.60634073615074 239.93246917426586 2308.8479140847921 119.19827073812485 639.2487761080265 637.40857084095478 619.67232470214367 545.63116055727005 leaf_count=504087 751201 2173 6837 22033 511 353 133 1259 21108 13594 3296 2296 1532 155 1801 3404 921 3092 8656 7371 67 31113 2807 1006 9651 507 2604 2609 2512 2227 internal_value=1.86972e-06 0.000145876 0.00170225 0.00254327 -0.00293642 0.00570814 -0.0049886 -0.00215737 3.46348e-05 -0.000818394 -0.000342653 -0.000560683 -0.000156052 -0.00367728 -0.00193972 -0.00535344 -0.00392206 0.00343284 -0.000342141 3.53755e-05 0.000914006 0.000863389 0.00346129 -0.00401509 0.000109419 0.00425179 0.00308488 -9.04115e-06 0.00403845 -0.00370541 internal_weight=326402 155178 10351.4 8499.34 764.503 241.67 118.088 1852.03 144826 26653.4 23110.9 22309.7 19746 2563.65 2023.79 1237.49 3542.51 786.303 19396.4 17397.9 12489.2 12473 2805.69 1028.74 9667.36 359.131 7734.84 1822.29 5912.55 1184.88 internal_count=1410916 659715 43251 35155 3170 997 486 8096 616464 112377 97862 94566 83818 10748 8452 5205 14515 3247 82286 73630 52522 52455 11691 4320 40764 1513 31985 7440 24545 4831 is_linear=0 shrinkage=0.03 Tree=269 num_leaves=31 num_cat=0 split_feature=1 2 2 3 3 2 0 3 2 0 0 3 1 3 0 1 3 2 2 3 3 2 2 3 3 2 3 2 1 2 split_gain=6.47924 6.60956 28.3362 36.7178 33.5146 101.126 38.9007 38.4815 33.6963 63.3109 56.2167 29.8812 26.3339 25.8399 24.4012 24.2464 24.0229 46.0747 48.2452 157.97 100.666 103.143 59.4886 145.563 86.3179 54.8927 58.1013 63.5704 47.8689 45.7549 threshold=-49.499999999999993 3645.8532714843755 2911.024291992188 1.0619999766349795 1.3535000085830691 3252.167602539063 52.500000000000007 1.247500002384186 3141.066528320313 57.500000000000007 62.500000000000007 3.4465000629425053 1.5000000000000002 5.0659999847412118 64.500000000000014 -36.499999999999993 2.0774999856948857 4316.3833007812509 9759.5722656250018 4.1315000057220468 4.1315000057220468 13080.345703125002 7434.1564941406259 3.2575000524520878 2.5095000267028813 6496.4731445312509 2.9229999780654912 4973.6452636718759 -3.4999999999999996 4973.6452636718759 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 9 -6 -11 -10 13 -13 -12 -2 29 -18 19 22 21 -20 23 25 -24 26 -19 -28 -25 -3 right_child=1 16 3 4 8 7 -8 -9 11 10 14 12 -14 -15 -16 -17 17 18 20 -21 -22 -23 24 28 -26 -27 27 -29 -30 -31 leaf_value=0.0088770072067995854 -0.022832823229172728 0.00032508453472464787 -0.011117289074992095 0.0032819657836243412 0.0012955050062224696 -0.0023031856505015174 0.01190499418125416 -0.022222508709290309 0.0028903038121767732 -0.012889776693690404 0.013137874907290036 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2909.4371889978647 30963.102525144815 leaf_count=1195 258 110330 868 3696 9096 1102 4091 532 27120 2738 465 1578 1131 4672 1096 601204 47905 36544 5801 40708 262357 70604 1149 1224 18069 8275 907 6071 11782 128348 internal_value=1.81138e-06 -2.01615e-07 0.000141602 0.00143193 0.00162082 0.00493879 0.00782644 -0.00885955 0.000958915 -0.00165086 -0.00768312 0.00197379 -0.00158542 -5.11527e-06 0.00155358 1.42252e-05 -0.000128754 0.000117557 0.000302874 0.00132241 -0.000100729 -0.00200162 0.00280561 0.00192457 0.00577655 0.00336823 0.00250526 -0.00257621 -0.00382762 -0.000641599 internal_weight=326397 326323 155164 13941 13734.3 2284.21 1888.91 395.301 11450.1 3205.93 1052.04 8244.16 1688.19 1433.24 379.247 141223 171159 115626 105521 29925.8 75595.2 18828.3 20454.4 15775.9 4678.43 12610.9 10596.5 1700.19 3165.04 55533.1 internal_count=1410916 1409721 659647 58185 57317 9421 7787 1634 47896 13395 4299 34501 7381 6250 1561 601462 750074 511396 463491 124729 338762 76405 84021 64803 19218 51797 43522 6978 13006 238678 is_linear=0 shrinkage=0.03 Tree=270 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 0 1 1 0 1 2 2 3 0 1 2 0 1 1 0 2 2 1 1 0 0 2 1 2 split_gain=7.43964 9.93145 5.89002 25.1763 72.6026 60.531 88.8947 62.8757 41.665 34.4681 34.1168 33.9065 32.3059 46.668 42.9635 32.6971 27.3216 102.09 58.4955 27.4365 26.0457 67.8802 28.2649 23.3342 22.3546 24.0798 38.6822 49.8012 47.6293 35.261 threshold=98.500000000000014 1.0000000180025095e-35 18.500000000000004 9759.5722656250018 37.500000000000007 11977.758300781252 19.500000000000004 1.0000000180025095e-35 -9.4999999999999982 24.500000000000004 -11.499999999999998 65292.480468750007 35406.285156250007 1.532000005245209 51.500000000000007 2.5000000000000004 14858.619628906252 31.500000000000004 1.0000000180025095e-35 2.5000000000000004 41.500000000000007 12255.386718750002 18122.241210937504 41.500000000000007 23.500000000000004 31.500000000000004 27.500000000000004 20329.439453125004 1.0000000180025095e-35 21631.834960937504 decision_type=2 2 2 2 2 2 2 2 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 6 -5 -8 -6 -9 11 -7 13 14 20 -14 17 18 -12 -19 21 -10 -23 -22 25 26 27 28 -18 -28 right_child=1 -3 3 4 8 10 7 9 12 -11 16 -13 15 -15 -16 -17 24 19 -20 -21 23 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.00021718624881258953 0.01262990004249113 -0.02235417582380729 7.6191134251549726e-05 0.0073837721510696232 0.010642142931898926 -0.012504966212271488 -0.0046198978516869462 -0.00047981753080907205 0.014448146727467468 -0.019800534215580447 0.0012500632453571457 0.0097506663513570058 0.0009795464255346214 -0.0020987162518825613 0.0035180693317986463 0.0063486649068120668 -0.0022142362990836243 0.010508699788974101 -0.013659288648276573 -0.0025217320869508849 -0.0018483041074962645 -0.0053468281608927823 0.0050831511674521131 0.020878938084852833 0.01021372960528235 -0.0037007744562497931 0.006788211640515465 -0.0013468425000650532 -0.015184664958631527 -0.00022036047445153379 leaf_weight=82884.429177579936 9.8627349585294706 28.141898667439818 195146.49539770931 306.8824462890625 348.3448424115777 425.13275098800659 792.39318987727165 96.891416996717453 349.50360323488712 583.93865014612675 558.13716393709183 72.050601527094841 7342.0860101431608 8723.2921043485403 3610.4861218184233 1185.6617201939225 535.0560324639082 890.50396087765694 411.41148446500301 173.8163872808218 4700.549395725131 559.82461287081242 401.58837334811687 41.012336581945419 140.17061927914619 4465.8504018783569 879.29730726778507 7802.7495176196098 486.47500562667847 2435.7310813963413 leaf_count=384859 40 340 827481 1260 1744 1763 3256 388 1423 2369 2293 299 31159 35675 14818 4938 2155 3593 1653 730 19309 2269 1624 166 568 18100 3540 31393 1952 9797 internal_value=-2.79334e-06 -0.0132753 -1.24771e-06 -7.56105e-05 -0.000688696 -0.0020119 -0.00730497 -0.0103647 0.000333303 -0.0170509 -0.00152311 -0.00927973 0.000199877 -0.000507977 0.000928071 0.00172605 -0.00131775 0.00196563 -0.00507647 0.00838067 -0.000616941 0.00312585 -0.000990159 -0.00165172 -0.00171654 -0.00181725 -0.00112434 -0.0021623 -0.00839103 0.00163863 internal_weight=326388 38.0046 326350 243465 48318.8 21056.5 1780.11 1473.22 27262.3 680.83 19276.4 497.183 26914 18386.3 9662.96 8527.75 18779.2 2033.87 969.549 1064.32 6052.48 1310.92 961.413 4741.56 16745.3 16605.2 12139.3 8824.28 1021.53 3315.03 internal_count=1410954 380 1410574 1025715 198234 85109 7273 6013 113125 2757 77836 2062 111381 75284 39609 36097 75774 8269 3946 4323 24791 5316 3893 19475 67505 66937 48837 35500 4107 13337 is_linear=0 shrinkage=0.03 Tree=271 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 1 1 2 1 1 0 2 2 1 0 2 1 2 2 1 2 2 0 2 2 0 2 1 0 2 split_gain=7.09006 9.5018 5.6956 9.29869 34.4786 7.23455 17.1142 7.63554 9.6672 5.81605 27.1605 23.5325 20.0964 17.1471 8.62536 19.9394 12.1406 7.74209 7.33884 7.01959 6.4447 6.32324 8.82782 11.8887 7.82658 6.34922 6.44699 6.20679 5.74144 26.7342 threshold=98.500000000000014 1.0000000180025095e-35 82.500000000000014 75.500000000000014 14212.430175781252 56.500000000000007 58.500000000000007 45803.917968750007 73.500000000000014 32.500000000000007 89.500000000000014 9536.4326171875018 6643.0878906250009 45.500000000000007 49.500000000000007 2363.3640136718755 42.500000000000007 685.50308227539074 2808.646850585938 38.500000000000007 29989.942382812504 1317.2869262695315 56.500000000000007 2966.459106445313 5922.5739746093759 68.500000000000014 3645.8532714843755 47.500000000000007 18.500000000000004 9759.5722656250018 decision_type=2 2 2 2 2 2 2 2 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 9 -7 8 -8 28 11 12 14 -14 15 16 17 -11 -17 -12 -21 -16 -23 -24 25 26 27 -25 -1 -30 right_child=1 -3 -4 4 -6 6 7 -9 -10 10 19 -13 13 -15 21 18 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.00021067603881290929 0.012265822297926761 -0.022040030916175846 -0.012671103977405458 -0.017013832591270525 0.041470840846334692 -0.027138251150833011 -0.001698316098146303 0.016041100432175055 -0.027665918927005918 -0.0049943822378661785 -0.039398236807363332 0.011395973050987161 -0.00293407877625519 -0.037252238687125308 0.020255126344817482 0.015231844711461853 0.0058329031211997043 -0.027079806422828669 0.0004217377121139456 -0.030124012790274445 -2.0914893768229748e-05 0.010299944052205091 -0.019958148523579276 0.0064620519288218709 0.023422354559368103 -0.01204039195550876 0.013481760802462151 -0.017412017182613402 7.7826634098966758e-05 -0.00071338064091315393 leaf_weight=82882.364910607925 9.8509992957115156 27.693557295016944 31.929597746580839 16.515986904501915 20.128596484661102 28.92388704419136 121.25524859130383 18.58730636537075 14.439117625355719 21.052746891975403 13.46111550927162 246.01420895755291 31.763501793146133 22.304945752024651 24.27643558382988 41.490507885813713 21.875346407294273 44.439936399459839 109.8128492385149 11.089199215173721 15.13851672410965 119.33669103682041 24.097606837749481 22.874238684773445 14.970518872141836 27.879262179136276 38.037079766392708 17.147833526134491 194433.95997888595 47904.964201211929 leaf_count=384859 40 340 214 68 89 118 494 84 58 112 59 1009 129 91 107 168 95 197 458 54 67 487 97 92 61 114 155 69 824505 196464 internal_value=-2.71017e-06 -0.0130388 -1.2104e-06 2.93587e-08 0.0151114 -1.66784e-06 -0.00596152 -0.00199142 -0.00446151 1.68057e-06 0.00245544 0.00361835 0.000327096 -0.0170914 0.00211319 -0.00210618 -0.0135172 -0.0199804 0.00448298 -0.0217873 -0.0127486 0.00560236 0.00425669 -0.000716748 0.00311814 0.000248878 0.00463806 -0.00376702 -4.86132e-06 -7.85773e-05 internal_weight=326378 37.5446 326340 326308 36.6446 326272 183.206 154.282 135.694 326088 867.063 827.374 581.36 54.0684 527.291 238.671 87.368 65.4927 151.303 39.6888 26.2277 288.62 264.343 145.007 120.909 105.938 78.0592 40.0221 325221 242339 internal_count=1410954 380 1410574 1410360 157 1410203 754 636 552 1409449 3621 3441 2432 220 2212 1030 404 309 626 180 121 1182 1075 588 491 430 316 161 1405828 1020969 is_linear=0 shrinkage=0.03 Tree=272 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 1 1 2 1 1 0 2 2 1 0 2 1 2 2 1 2 2 0 2 2 0 2 1 0 2 split_gain=6.75606 9.09017 5.38935 8.80444 32.7308 6.80674 16.0431 7.20926 9.10575 5.47669 25.6503 22.1653 18.9354 16.2207 8.11656 18.8165 11.4964 7.35352 6.92084 6.61202 6.16879 5.89485 8.31183 11.1813 7.39011 5.9714 6.0758 5.83411 5.4022 25.1539 threshold=98.500000000000014 1.0000000180025095e-35 82.500000000000014 75.500000000000014 14212.430175781252 56.500000000000007 58.500000000000007 45803.917968750007 73.500000000000014 32.500000000000007 89.500000000000014 9536.4326171875018 6643.0878906250009 45.500000000000007 49.500000000000007 2363.3640136718755 42.500000000000007 685.50308227539074 2808.646850585938 38.500000000000007 29989.942382812504 1317.2869262695315 56.500000000000007 2966.459106445313 5922.5739746093759 68.500000000000014 3645.8532714843755 47.500000000000007 18.500000000000004 9759.5722656250018 decision_type=2 2 2 2 2 2 2 2 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 9 -7 8 -8 28 11 12 14 -14 15 16 17 -11 -17 -12 -21 -16 -23 -24 25 26 27 -25 -1 -30 right_child=1 -3 -4 4 -6 6 7 -9 -10 10 19 -13 13 -15 21 18 -18 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.00020436072679368551 0.01191272387527326 -0.021727673014122591 -0.012359554980825277 -0.016542559302430437 0.040591496934280803 -0.02625412094623801 -0.0016471384737515864 0.015637477389291544 -0.026858573227792889 -0.0048564287809692835 -0.038344563936008595 0.011064510264521016 -0.0028463524568595857 -0.036258315828486591 0.019540676206686897 0.014800024517404895 0.0056515750257839156 -0.026417570086407795 0.00040909210951947336 -0.029572751289123501 -2.0287693978808316e-05 0.0099974730800333686 -0.019348524333807397 0.006270999755291851 0.02279013288434167 -0.011668785334055251 0.013097396893841845 -0.016869753189479884 7.5491753267390479e-05 -0.0006919699956355991 leaf_weight=82880.360960416729 9.838882774114607 27.255604552105069 31.755100399255753 16.477496728301048 19.950406804680824 28.999783590435982 121.27179449796677 18.496450632810593 14.427122637629507 21.002034306526184 13.416747272014616 245.78608852624893 31.760253265500069 22.230001702904701 24.407073527574539 41.421103969216347 21.899516209959984 44.19113378226757 109.81112672388554 10.959016993641853 15.138509556651115 119.2599460631609 24.110938653349876 22.864147827029228 14.924935027956961 27.90371598303318 37.979616686701775 17.167749151587486 194434.26794853806 47905.59454023093 leaf_count=384859 40 340 214 68 89 118 494 84 58 112 59 1009 129 91 107 168 95 197 458 54 67 487 97 92 61 114 155 69 824505 196464 internal_value=-2.62942e-06 -0.0128049 -1.1742e-06 2.84839e-08 0.014748 -1.61812e-06 -0.00578274 -0.00193265 -0.00432755 1.62971e-06 0.00238387 0.00351249 0.000317314 -0.0166034 0.002051 -0.00204634 -0.0131544 -0.0194716 0.00435063 -0.0212292 -0.0124301 0.00543436 0.00413126 -0.000695219 0.00302663 0.000241675 0.00450189 -0.00365295 -4.71545e-06 -7.62196e-05 internal_weight=326375 37.0945 326338 326306 36.4279 326270 183.195 154.195 135.699 326086 866.234 826.719 580.933 53.9903 526.943 238.325 87.0927 65.1932 151.232 39.5143 26.0975 288.618 264.211 144.951 120.84 105.915 78.0115 40.0319 325220 242340 internal_count=1410954 380 1410574 1410360 157 1410203 754 636 552 1409449 3621 3441 2432 220 2212 1030 404 309 626 180 121 1182 1075 588 491 430 316 161 1405828 1020969 is_linear=0 shrinkage=0.03 Tree=273 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 1 1 1 2 1 1 2 1 1 0 2 2 1 0 2 1 2 2 1 2 2 0 2 2 split_gain=6.43697 8.69575 5.29842 9.56 7.67667 7.62111 5.77395 5.09767 8.34094 31.0869 6.40116 15.0475 6.80683 8.58057 5.16477 24.228 20.8779 17.8453 15.3578 7.63851 17.758 10.8876 6.9872 6.5272 6.23503 5.90565 5.49841 7.82608 10.5181 6.97934 threshold=98.500000000000014 1.0000000180025095e-35 -52.499999999999993 72077.554687500015 10.500000000000002 9078.9726562500018 -58.499999999999993 82.500000000000014 75.500000000000014 14212.430175781252 56.500000000000007 58.500000000000007 45803.917968750007 73.500000000000014 32.500000000000007 89.500000000000014 9536.4326171875018 6643.0878906250009 45.500000000000007 49.500000000000007 2363.3640136718755 42.500000000000007 685.50308227539074 2808.646850585938 38.500000000000007 29989.942382812504 1317.2869262695315 56.500000000000007 2966.459106445313 5922.5739746093759 decision_type=2 2 2 2 2 2 2 2 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 6 -6 -1 8 10 -10 14 -12 13 -13 -4 16 17 19 -19 20 21 22 -16 -22 -17 -26 -21 -28 -29 -30 right_child=1 -3 7 -5 5 -7 -8 -9 9 -11 11 12 -14 -15 15 24 -18 18 -20 26 23 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.02429327097946371 0.011570196369820067 -0.021417054118071419 -6.2218611920650855e-06 0.02640836989561764 -0.018799205555049461 0.023240128992762864 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109.80944736301899 10.828904449939728 15.138502642512321 119.17975045740604 24.119354143738747 105.88478933274746 14.876901894807814 leaf_count=173 40 340 1404757 613 48 153 84 214 68 89 118 494 84 58 112 59 1009 129 91 107 168 95 197 458 54 67 487 97 430 61 internal_value=-2.55115e-06 -0.0125737 -1.13915e-06 0.00890028 0.000733116 0.013196 -0.0127777 -2.78074e-06 -1.61398e-06 0.0143976 -3.21198e-06 -0.00560987 -0.00187568 -0.00419779 -6.20358e-08 0.00231453 0.00340993 0.000307837 -0.0161331 0.00199077 -0.00198828 -0.0128022 -0.0189775 0.00422227 -0.0206892 -0.0121199 0.00527189 0.0040098 -0.000674416 0.00293804 internal_weight=326372 36.6543 326335 60.1714 41.0312 21.3434 19.6878 326275 326244 36.2021 326208 183.168 154.104 135.698 326024 865.345 826.012 580.461 53.9002 526.561 237.971 86.8122 64.8895 151.159 39.3334 25.9674 288.59 264.061 144.881 120.762 internal_count=1410954 380 1410574 1071 458 201 257 1409503 1409289 157 1409132 754 636 552 1408378 3621 3441 2432 220 2212 1030 404 309 626 180 121 1182 1075 588 491 is_linear=0 shrinkage=0.03 Tree=274 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 1 1 1 2 1 1 2 1 1 0 2 2 1 0 2 1 0 1 2 2 2 0 2 2 split_gain=6.13214 8.31781 5.02795 9.27666 7.22625 7.58215 5.31254 4.82262 7.90222 29.5391 6.02385 14.121 6.42687 8.08883 4.86366 22.8877 19.6661 16.8211 14.5523 7.18823 16.7668 9.44676 7.09202 5.88558 5.65449 5.23529 5.13167 7.36953 9.89559 6.59297 threshold=98.500000000000014 1.0000000180025095e-35 -52.499999999999993 72077.554687500015 10.500000000000002 8871.7465820312518 -58.499999999999993 82.500000000000014 75.500000000000014 14212.430175781252 56.500000000000007 58.500000000000007 45803.917968750007 73.500000000000014 32.500000000000007 89.500000000000014 9536.4326171875018 6643.0878906250009 45.500000000000007 49.500000000000007 2320.079467773438 43.500000000000007 40.500000000000007 38.500000000000007 29989.942382812504 2808.646850585938 1317.2869262695315 56.500000000000007 2966.459106445313 5922.5739746093759 decision_type=2 2 2 2 2 2 2 2 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 6 -6 -1 8 10 -10 14 -12 13 -13 -4 16 17 19 -19 20 21 22 -16 -17 -25 -22 -21 -28 -29 -30 right_child=1 -3 7 -5 5 -7 -8 -9 9 -11 11 12 -14 -15 15 23 -18 18 -20 26 25 -23 -24 24 -26 -27 27 28 29 -31 leaf_value=-0.023092415089967393 0.011237859584346612 -0.021108135889613099 -6.035180559967507e-06 0.026201854454941071 -0.01907123425560478 0.023020918657354034 0.0099227818975132377 -0.011755792493816971 -0.015641877226130488 0.038944639922918495 -0.024602223513953907 -0.0015493885380802981 0.01485954481591556 -0.025339130457637676 0.0031884500971710037 -0.03637359635248133 0.010431180380824532 -0.0026786955445433809 -0.034404761844814467 0.01820607146173079 0.012558434710966683 0.0066111151753281347 -0.022672201331043453 -0.028511512003136192 -1.9089103026553021e-05 0.00038492668232647056 0.0094197255761479665 -0.01819556121799849 0.00022765080334535097 0.021587457199628415 leaf_weight=13.367983109317722 9.8137218803167325 26.410271626897156 325159.04561356269 18.718731444329023 5.0656974017620113 16.069096244871616 6.5288151390850535 31.418057415634394 16.397621065378189 19.570851817727089 29.116134032607079 121.30294516682625 18.317159563302994 14.389025911688803 11.606722280383108 13.309473395347593 245.30841013789177 31.753680676221848 22.045830503106117 24.644333094358444 44.752328470349312 17.73858854174614 53.70514614880085 10.699078068137169 15.13849575817585 109.80780997872353 119.09655033051968 24.12326768040657 105.88267359137535 14.826718151569365 leaf_count=173 40 340 1404757 613 47 154 84 214 68 89 118 494 84 58 54 59 1009 129 91 107 182 77 259 54 67 458 487 97 430 61 internal_value=-2.47407e-06 -0.012345 -1.10401e-06 0.00870065 0.000716552 0.0129321 -0.012259 -2.69756e-06 -1.5657e-06 0.0140593 -3.11609e-06 -0.00544266 -0.00182045 -0.0040721 -6.07369e-08 0.00224723 0.00331039 0.000298603 -0.0156793 0.00193226 -0.00193193 -0.0128035 -0.0180764 -0.0201663 -0.0118175 0.00390972 0.00511403 0.00389156 -0.000654279 0.00285127 internal_weight=326370 36.224 326334 59.7503 41.0316 21.1348 19.8968 326274 326243 35.9685 326207 183.125 154.009 135.692 326023 864.439 825.292 579.984 53.7995 526.184 237.611 83.0505 65.3119 39.147 25.8376 154.56 288.574 263.929 144.833 120.709 internal_count=1410954 380 1410574 1071 458 201 257 1409503 1409289 157 1409132 754 636 552 1408378 3621 3441 2432 220 2212 1030 390 313 180 121 640 1182 1075 588 491 is_linear=0 shrinkage=0.03 Tree=275 num_leaves=31 num_cat=0 split_feature=1 2 0 1 2 3 2 0 3 2 3 2 2 0 0 2 2 3 3 2 3 3 1 3 0 1 1 2 0 1 split_gain=7.92066 7.58476 7.05466 10.698 5.6227 18.2195 22.1394 33.7399 20.993 42.5115 51.6997 32.9958 32.5668 30.1021 27.8737 24.391 40.5891 36.784 48.7455 56.3389 34.0872 49.8548 33.1619 27.7189 37.0037 20.889 20.4642 20.0554 18.4862 23.6522 threshold=-52.499999999999993 72077.554687500015 10.500000000000002 -64.499999999999986 554.91479492187511 4.4095001220703134 282.77769470214849 13.500000000000002 2.3904999494552617 397.09068298339849 1.8174999952316286 333.83728027343756 170.15808868408206 80.500000000000014 69.500000000000014 418.29415893554693 498.67184448242193 1.247500002384186 1.0619999766349795 478.39485168457037 1.469500005245209 1.5979999899864199 -1.4999999999999998 1.1510000228881838 38.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 525.24191284179699 22.500000000000004 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 -1 5 8 25 26 9 14 15 12 -10 28 -2 -11 17 18 19 -17 -19 -22 -20 -18 -25 -7 -8 -26 29 -14 right_child=4 -3 -4 -5 -6 6 7 -9 11 10 -12 -13 13 -15 -16 16 23 20 22 -21 21 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=-0.033411015818191205 -0.00020982647588787913 0.026370955891183823 0.01551055270973411 0.011748744257932174 5.6247274395036503e-05 0.0037227975383406467 0.0040628509985046832 0.0075875124497480906 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283.40469895303249 303.2645598500967 273.04871194064617 1355.9763569608331 79.196792855858803 leaf_count=116 200655 624 199 127 1105213 1117 1619 4542 4226 1314 6042 63961 2721 112 1197 863 2266 1044 188 535 342 1169 847 239 668 1295 1302 1148 5764 379 internal_value=-7.90487e-06 0.0109703 0.00347511 -0.00978695 -9.89326e-06 -0.000244223 0.0024829 0.00420524 -0.000327883 -1.76871e-05 0.00297944 -0.00120135 0.00162997 0.00373443 -0.000265766 0.000367406 0.00147806 0.00525216 0.0107232 0.00316524 0.00012714 0.00602809 0.0208876 -0.00294569 0.00216769 -0.00292517 -0.00132829 0.00515794 0.00413237 0.000248759 internal_weight=326566 59.1375 39.7782 18.9247 326507 71871.7 2139.18 1622.47 69732.6 51458.1 3933.7 18274.5 3080.09 2101.88 47524.4 2494.73 2188 1180.7 571.071 327.531 609.625 360.31 243.54 1007.3 489.995 516.717 615.494 433.027 2076.37 720.389 internal_count=1411834 1066 442 243 1410768 305555 9875 7463 295680 218517 16665 77163 13202 8976 201852 10623 9309 4988 2433 1398 2555 1511 1035 4321 2055 2412 2921 1816 8864 3100 is_linear=0 shrinkage=0.03 Tree=276 num_leaves=31 num_cat=0 split_feature=1 2 0 1 2 3 2 0 2 1 2 3 2 3 2 1 2 0 0 0 2 2 3 3 2 3 3 1 3 0 split_gain=7.52716 7.39299 6.68077 9.80752 5.29116 17.1618 21.0933 23.2428 20.7809 21.182 24.7112 19.7535 39.9939 48.6131 31.0595 33.9945 36.5255 26.2667 23.6544 29.7938 22.9613 38.1801 34.5457 45.6186 53.0223 32.0825 46.9035 31.0373 26.1153 34.8665 threshold=-52.499999999999993 72077.554687500015 10.500000000000002 -64.499999999999986 554.91479492187511 4.4095001220703134 263.91864013671881 13.500000000000002 184.69928741455081 1.0000000180025095e-35 87.134357452392592 2.3904999494552617 397.09068298339849 1.8174999952316286 325.33131408691412 1.0000000180025095e-35 216.45584106445315 69.500000000000014 79.500000000000014 77.500000000000014 418.29415893554693 498.67184448242193 1.247500002384186 1.0619999766349795 478.39485168457037 1.469500005245209 1.5979999899864199 -1.4999999999999998 1.1510000228881838 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 2 3 -1 5 11 8 -8 9 -7 -11 12 17 20 15 18 -17 -2 19 -13 -14 22 23 24 -22 -24 -27 -25 -23 -30 right_child=4 -3 -4 -5 -6 6 7 -9 -10 10 -12 14 13 -15 -16 16 -18 -19 -20 -21 21 28 25 27 -26 26 -28 -29 29 -31 leaf_value=-0.031527742197670898 -0.00020353511415575545 0.026167795511257377 0.01522556857495011 0.011508572383194967 5.4560021366125306e-05 0.016492290852145975 -0.0010954970342773197 0.0060016455423290028 -0.01366479782849127 -0.023503372332621238 0.007783947828695079 0.004678001688746285 -0.0073335312583550395 0.0072796100105943446 -0.0017098473083707506 -0.0051320410497065335 0.004584335148179932 -0.0094245915158268669 -0.019434210363616335 0.028878062777914704 0.012407031025327751 -0.0075648464231769519 -0.0081532789416558088 -0.0025051921631094355 -0.012538114605760778 0.025694642098093353 -5.5664255572639658e-05 0.025238796477090035 -0.019984722146679099 0.0050027500250640943 leaf_weight=9.2730222111567873 47243.571195736527 18.930764071643353 20.610221244394779 9.8048056894913298 254634.30589554762 59.212570123374462 629.6741728708148 1219.8584162294865 135.95221053063869 41.889866128563881 49.645270884037018 1389.220970697701 306.52529054880142 1439.5650768131018 15307.197788834572 942.53226639330387 552.20118886232376 279.67271642386913 35.148936077952385 47.346731632947922 204.89995189011097 516.67434836924076 249.18259854614735 44.339714303612709 122.55859480798244 82.596036359667778 277.71973502635956 199.8979507535696 56.856463804841042 433.06440968811512 leaf_count=116 200655 624 199 127 1105213 344 2994 5473 616 229 219 5787 1314 6042 64437 4193 2401 1197 142 203 863 2266 1044 188 535 342 1169 847 239 1816 internal_value=-7.66955e-06 0.0107416 0.00338349 -0.00940978 -9.59943e-06 -0.000236925 0.00241173 0.00358542 -0.00515984 0.00251038 -0.00653429 -0.000318068 -1.7169e-05 0.00288978 -0.00116537 0.00164416 -0.00154251 -0.000257801 0.00488067 0.00547559 0.000356246 0.00143364 0.00509214 0.0103895 0.00307076 0.000123317 0.00584714 0.0202021 -0.00285945 0.0021029 internal_weight=326560 58.6188 39.688 19.0778 326501 71867 2136.23 1849.53 286.7 150.748 91.5351 69730.8 51457.1 3933.88 18273.6 2966.45 1494.73 47523.2 1471.72 1436.57 2494.32 2187.79 1181.19 571.696 327.459 609.498 360.316 244.238 1006.6 489.921 internal_count=1411834 1066 442 243 1410768 305555 9875 8467 1408 792 448 295680 218517 16665 77163 12726 6594 201852 6132 5990 10623 9309 4988 2433 1398 2555 1511 1035 4321 2055 is_linear=0 shrinkage=0.03 Tree=277 num_leaves=31 num_cat=0 split_feature=1 2 0 1 0 1 2 2 0 0 0 2 0 2 0 2 2 0 2 0 0 2 2 0 0 2 0 1 2 2 split_gain=7.15226 7.20358 6.3274 9.00783 5.26489 7.99937 5.03593 16.8631 38.8293 108.022 54.1809 42.2974 42.2728 78.1904 53.9023 53.5045 33.4722 30.9722 28.927 28.7326 27.4624 101.373 26.0317 32.7162 29.1064 23.8405 22.9645 40.0029 22.5884 22.5546 threshold=-52.499999999999993 72077.554687500015 10.500000000000002 -64.499999999999986 98.500000000000014 1.0000000180025095e-35 554.91479492187511 1499.682556152344 44.500000000000007 37.500000000000007 28.500000000000004 675.36788940429699 10.500000000000002 857.34472656250011 13.500000000000002 999.28067016601574 957.19903564453136 79.500000000000014 837.96789550781261 90.500000000000014 49.500000000000007 1192.975524902344 1235.1978759765627 87.500000000000014 80.500000000000014 1421.1920166015627 23.500000000000004 -10.499999999999998 1148.2519531250002 1383.2932128906252 decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -2 8 9 10 12 17 15 26 25 -8 18 -10 -11 -19 21 -13 23 24 -22 -15 27 -14 -12 -24 right_child=4 -3 -4 -5 5 -7 7 -9 11 16 28 20 13 14 -16 -17 -18 19 -20 -21 22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.029802154431342293 -0.00022984559454001485 0.025963933186727156 0.014943293824273812 0.011271295276088313 0.013110795432246566 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672.51213070750237 246.09887544810772 1412.5365060120821 132.84059244394302 778.41008728742599 10064.105485230684 786.43532751500607 456.36660669744015 leaf_count=116 305555 624 199 127 36 341 2401 944382 8052 4740 9673 9447 401 13980 15072 8107 9860 1843 967 99 12276 1284 2856 1069 6131 598 3304 43079 3291 1924 internal_value=-7.4405e-06 0.0105164 0.00329412 -0.00905132 -9.31357e-06 -0.0116093 -8.06245e-06 5.45362e-05 0.000644338 0.00124977 0.000484032 -0.000905394 0.00105691 0.00155542 0.00409735 -0.00276659 0.00599024 0.00262276 0.00227115 -0.00446103 -0.0019366 -0.00463998 -0.000807413 0.000197872 -0.000406019 0.00131319 -1.23663e-05 -0.000393443 -0.00320751 -0.00488805 internal_weight=326553 58.1107 39.5973 19.2242 326495 35.2104 326459 254598 37245.8 26782.6 23058 10463.2 19960.4 17658.1 6736.25 2302.28 3724.63 2366.49 1374.34 449.892 8096.72 2385.52 5711.2 4582.32 4336.22 3244.25 10921.9 10143.5 3097.56 1128.88 internal_count=1411834 1066 442 243 1410768 377 1410391 1104836 160454 115473 99906 44981 86942 76434 29650 10508 15567 9994 5707 1942 34987 10731 24256 19476 18407 14578 46784 43480 12964 4780 is_linear=0 shrinkage=0.03 Tree=278 num_leaves=31 num_cat=0 split_feature=1 2 0 1 0 1 2 2 3 2 0 1 1 3 2 3 2 2 0 0 2 2 3 3 2 3 3 1 3 0 split_gain=6.7951 7.01662 5.99325 8.28724 5.0135 7.63607 4.85852 4.73839 16.1571 20.2005 30.2429 19.2928 19.0204 18.5905 37.6272 45.713 29.2568 29.9104 27.8412 24.7532 21.6161 35.9176 32.4521 42.7159 49.9052 30.1973 44.1435 29.4824 24.6054 32.8548 threshold=-52.499999999999993 72077.554687500015 10.500000000000002 -64.499999999999986 98.500000000000014 1.0000000180025095e-35 13664.751464843752 554.91479492187511 4.4095001220703134 282.77769470214849 13.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 2.3904999494552617 397.09068298339849 1.8174999952316286 333.83728027343756 170.15808868408206 80.500000000000014 69.500000000000014 418.29415893554693 498.67184448242193 1.247500002384186 1.0619999766349795 478.39485168457037 1.469500005245209 1.5979999899864199 -2.4999999999999996 1.1510000228881838 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 2 3 -1 7 -6 -4 8 13 12 11 -11 -10 14 19 20 17 -15 -19 -2 -16 22 23 24 -22 -24 -27 -25 -23 -30 right_child=4 -3 6 -5 5 -7 -8 -9 9 10 -12 -13 -14 16 15 -17 -18 18 -20 -21 21 28 25 27 -26 26 -28 -29 29 -31 leaf_value=-0.028215440011005805 -0.00019054010652768785 0.025759302834336105 0.001382768466659072 0.011036947714258437 0.012737925984118744 -0.019574574309581854 0.03100964527516922 5.2901487140128834e-05 0.0035210645620777675 0.0039858798962148813 0.007196864226037528 -0.0066470939485713887 -0.0080675099405146371 -0.0027948364658652068 -0.0071115847239348077 0.0070654989220006736 -0.0016641907030427018 0.0039400758146495435 -0.027705008637655595 -0.009148465076315046 0.012034774342003908 -0.0073403566611283232 -0.0079063060049895002 -0.0088369639965670821 -0.012176686813944907 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27.3987 23.0715 22.0843 21.9436 21.6072 threshold=-52.499999999999993 72077.554687500015 10.500000000000002 -57.499999999999993 98.500000000000014 1.0000000180025095e-35 13664.751464843752 554.91479492187511 1499.682556152344 44.500000000000007 36.500000000000007 28.500000000000004 675.36788940429699 10.500000000000002 857.34472656250011 13.500000000000002 999.28067016601574 957.19903564453136 837.96789550781261 79.500000000000014 90.500000000000014 49.500000000000007 1192.975524902344 1235.1978759765627 87.500000000000014 80.500000000000014 1235.1978759765627 1148.2519531250002 23.500000000000004 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 3 -1 7 -6 -4 -2 9 10 11 13 19 16 29 26 -9 18 -12 -11 -21 22 -14 24 25 -23 -16 -18 -19 -15 right_child=4 -3 6 -5 5 -7 -8 8 -10 12 17 -13 21 14 15 -17 27 28 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.020251045967103806 -0.00021628998729412342 0.025553840302127852 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247.55629390478134 426.79869033396244 22.675930723547935 2924.00372838974 302.24536433815956 1128.2456813901663 246.20777250826359 1411.7455162703991 534.20168063044548 1635.0268023908138 22.04145285487175 778.40413311123848 leaf_count=168 305555 624 113 75 36 341 86 2401 944382 8052 5414 11538 9447 43480 12163 15072 749 10450 1026 1843 99 12276 1284 4780 1069 6131 2415 7358 103 3304 internal_value=-7.00133e-06 0.0100765 0.00312277 -0.00838543 -8.76584e-06 -0.0111801 0.014386 -7.58793e-06 5.13146e-05 0.000623524 0.00121083 0.000427779 -0.000880169 0.00102368 0.00150728 0.00397397 -0.00268489 0.00558758 0.00209625 0.00254215 -0.00433291 -0.00188103 -0.0045078 -0.000784941 0.000190349 -0.000395481 0.00127243 -0.00503636 0.00774073 -1.35588e-05 internal_weight=326538 57.1307 39.4199 19.4979 326481 34.4207 19.922 326447 254592 37239.8 26780.1 22715.9 10459.7 19959.6 17657.1 6734.4 2302.5 4064.16 1550.32 2366.77 449.475 8092.92 2382.72 5710.2 4581.96 4335.75 3243.72 1797.41 2513.84 10922.7 internal_count=1411834 1066 442 243 1410768 377 199 1410391 1104836 160454 115473 98480 44981 86942 76434 29650 10508 16993 6440 9994 1942 34987 10731 24256 19476 18407 14578 8107 10553 46784 is_linear=0 shrinkage=0.03 Tree=280 num_leaves=31 num_cat=0 split_feature=2 0 2 2 0 1 3 2 0 0 2 0 2 2 0 1 0 2 2 0 0 3 2 1 2 1 2 0 1 2 split_gain=6.65921 30.4806 28.9812 24.2376 76.7249 27.6519 24.1267 22.3679 30.2769 34.968 29.5978 28.8769 37.415 21.6015 49.3659 20.6561 19.1102 27.9338 37.0523 38.0362 23.8186 22.7407 63.0682 44.7156 32.7558 24.861 20.4453 33.2512 20.8839 19.2793 threshold=288.74774169921881 60.500000000000007 317.97758483886724 249.38574218750003 53.500000000000007 -9.4999999999999982 2.9229999780654912 195.13675689697268 67.500000000000014 79.500000000000014 228.7239685058594 61.500000000000007 277.04620361328131 225.0559997558594 47.500000000000007 4.5000000000000009 37.500000000000007 164.66607666015628 202.77236938476565 26.500000000000004 30.500000000000004 1.247500002384186 199.88579559326175 1.0000000180025095e-35 170.15808868408206 1.5000000000000002 112.57336044311525 41.500000000000007 1.0000000180025095e-35 170.15808868408206 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 -1 -2 -3 10 -10 -9 12 -12 16 -15 -6 17 20 19 -19 -7 22 29 -24 26 -26 -23 -28 -29 -18 right_child=2 7 -4 4 15 13 -8 8 9 -11 11 -13 -14 14 -16 -17 21 18 -20 -21 -22 24 23 -25 25 -27 27 28 -30 -31 leaf_value=0.0077402880165683878 0.0018266765902364345 0.00058978544850174855 -5.4874076891455427e-06 -0.0030299375925642454 0.0074637753575084349 -0.0041724947599581083 0.010628366858649253 -0.010219447600232532 0.010001024904326661 -0.011258207674005439 -0.0071778108249763309 -0.004705557023877472 0.018006687420371075 0.00066117586666771563 0.0092145188568939652 0.030249287372021223 -0.0010751185985469452 0.0056598074105859118 -0.00089342910456305608 0.020888341181220828 0.0029534109554353472 0.00054438032197357304 0.00045132297090093629 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0.000209712 0.00240607 -0.00284993 -0.00429954 0.00403262 -0.00545095 -0.00321239 0.00703677 0.00010705 0.00202489 0.00920664 -0.000212151 0.00202421 0.00521708 0.00921739 -0.000554641 -0.000494624 0.000306954 0.00606219 -0.00155088 -0.00221361 0.00271421 0.00876014 0.0030014 -0.000410669 internal_weight=326542 41845.9 284696 37808.6 5617.93 32190.6 4557.98 4037.32 2840.31 344.845 2495.46 1698.23 215.949 31757.7 4531.47 506.906 27226.2 3053.27 1364.23 824.476 1689.05 24173 13743.4 1523.68 10429.6 9026.96 1402.64 370.446 262.632 12219.7 internal_count=1411903 178340 1233563 160973 23769 137204 19290 17367 12187 1482 10705 7275 921 134986 18918 2085 116068 13179 5845 3529 7334 102889 58432 6363 44457 38468 5989 1565 1112 52069 is_linear=0 shrinkage=0.03 Tree=281 num_leaves=31 num_cat=0 split_feature=2 0 0 2 1 1 0 2 0 2 0 0 0 2 2 2 2 2 1 2 0 2 1 0 1 0 2 1 1 0 split_gain=6.27164 14.5081 27.0515 27.9893 17.5627 16.5628 16.6035 16.1147 15.2827 36.2132 33.4451 33.8853 25.2517 21.2826 17.2989 14.3094 21.0778 14.3083 12.2825 27.9461 11.1287 10.7242 10.4651 25.7091 19.8782 36.1525 15.8847 10.1242 23.5008 13.3989 threshold=432.48675537109381 21.500000000000004 12.500000000000002 303.00918579101568 4.5000000000000009 1.0000000180025095e-35 15.500000000000002 184.69928741455081 29.500000000000004 377.98133850097662 25.500000000000004 23.500000000000004 31.500000000000004 377.98133850097662 164.66607666015628 135.51687622070315 112.57336044311525 135.51687622070315 9.5000000000000018 418.29415893554693 52.500000000000007 342.58499145507818 -10.499999999999998 35.500000000000007 -2.4999999999999996 39.500000000000007 282.77769470214849 4.5000000000000009 1.5000000000000002 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 -1 4 5 7 -7 -4 9 10 11 17 13 -10 15 16 -12 -3 22 20 -20 -22 23 -14 25 26 -24 28 -11 -30 right_child=-2 8 3 -5 -6 6 -8 -9 12 27 14 -13 18 -15 -16 -17 -18 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0061701159711913091 4.4133341972131872e-05 -0.024142639109870592 0.017532736273390852 0.0081562732789462675 0.020808741655224162 -0.02364150630513414 -0.0026015905099421475 0.001569313850116169 0.0013120065608085696 -0.0036351863427282684 -0.0025974905664517384 0.010504484320688881 -0.014431456600500317 0.0080021477507549992 -0.00049650540324651035 -0.0091879086028727273 0.035237135111365003 4.327902778681969e-05 -0.006765020414339149 0.048831783986401589 -0.001288968877761985 0.019236228393961483 -0.0043282932292118669 0.0064312205810257549 -0.00015361475943833548 -0.00064918637113789185 -0.011875109203146885 0.0051139602195570703 -0.013111202894101595 0.015388816629475423 leaf_weight=305.19798846542835 266518.34184619412 23.462702706456184 63.422513768076897 709.48067650943995 37.420204758644104 36.384078964591026 467.38721518218517 554.51822979748249 2348.3830153644085 2247.3595703542233 76.43463234603405 486.67260679602623 60.272686474025249 523.32025764882565 3214.9751417338848 382.71245755255222 16.031813949346542 356.59972503781319 586.85411837697029 8.9231829494237882 212.39404004067183 25.680609971284866 709.55300974845886 450.51410420238972 42219.815355822444 3048.235295265913 388.41820794343948 96.608505964279175 345.1093682795763 15.513771265745161 leaf_count=1498 1156525 105 335 3310 184 178 2000 2423 9842 9281 325 2076 283 2222 13458 1627 67 1543 3779 45 1293 133 3001 2289 177414 12947 1645 493 1514 68 internal_value=-1.82577e-05 -0.000295315 0.00211073 0.00346323 0.000590723 -8.37481e-05 -0.00412116 0.00320772 -0.000385736 -0.00167274 -4.05926e-05 0.00526254 -0.000200978 0.00253117 -0.00128618 -0.00662898 0.00396227 -0.00144981 -0.000365426 -0.00397447 -0.00454567 0.000925041 -0.000301228 0.00396943 -0.000348275 -0.00233045 -0.00699805 -0.00442269 -0.00477596 -0.0118852 internal_weight=326536 60017.7 2173.81 1868.61 1159.13 1121.71 503.771 617.941 57843.8 7261.48 4556.89 866.735 50582.4 2871.7 3690.15 475.179 92.4664 380.062 47710.7 833.852 824.929 238.075 46876.8 510.787 46366 4146.21 1097.97 2704.59 2607.98 360.623 internal_count=1411903 255378 9928 8430 5120 4936 2178 2758 245450 30557 19201 3724 214893 12064 15477 2019 392 1648 202829 5250 5205 1426 197579 2572 195007 17593 4646 11356 10863 1582 is_linear=0 shrinkage=0.03 Tree=282 num_leaves=31 num_cat=0 split_feature=2 0 2 2 0 1 3 1 0 2 0 0 2 0 2 2 0 1 1 1 3 0 1 0 3 2 1 2 2 3 split_gain=5.99146 28.785 27.2539 22.5994 71.976 25.1277 21.8853 23.3065 30.1597 21.0739 28.5166 32.9021 27.9635 29.3034 35.1431 20.6959 23.8351 19.1333 18.9605 37.0489 16.6623 15.9183 15.7242 15.4911 22.7926 94.7902 53.453 46.915 30.5133 29.2283 threshold=288.74774169921881 60.500000000000007 317.97758483886724 249.38574218750003 53.500000000000007 -9.4999999999999982 2.3904999494552617 -2.4999999999999996 40.500000000000007 195.13675689697268 67.500000000000014 79.500000000000014 225.0559997558594 61.500000000000007 277.04620361328131 234.37448883056643 54.500000000000007 4.5000000000000009 1.0000000180025095e-35 -1.4999999999999998 1.0205000042915346 31.500000000000004 7.5000000000000009 38.500000000000007 1.2994999885559084 199.88579559326175 1.0000000180025095e-35 219.22713470458987 157.11404418945315 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 3 6 5 20 -1 7 8 21 -3 12 18 -11 14 -14 23 -17 -6 19 -12 -5 -2 -9 -7 25 -25 -27 28 -26 -29 right_child=2 9 -4 4 17 15 -8 22 -10 10 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 27 26 -28 29 -30 -31 leaf_value=0.0074104411019240675 -0.00099839345662542669 0.00057673500583538457 -5.8916871245905058e-06 -0.020147886059962219 0.0072424299340537179 0.0015028380469924441 0.0087420289055772579 0.0026961006112905216 0.010222617680260025 -0.011241843442089583 -0.0099672843403641187 -0.010941567359992976 -0.0069704554399733481 -0.0048976068651321591 0.017434813545222867 0.0016623675668108308 0.010863588483884393 0.029077547224734868 0.0011855174293628108 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1566 internal_value=-1.77115e-05 -0.000352942 3.15499e-05 -9.58409e-05 -0.00185165 0.000210615 0.00233265 0.00165845 -0.00548566 -0.00276152 -0.0041696 0.00391552 -0.00528814 -0.00359255 0.00682196 0.000113016 0.00263319 0.00892735 0.00969437 0.0177708 -0.00292152 -0.0101092 0.00237035 -0.000119748 -0.000415346 0.000233355 0.00598081 -0.0017014 -0.00104661 -0.00952308 internal_weight=326531 41835.4 284695 37800.4 5617.2 32183.2 4558.16 4124.32 373.74 4034.97 2837.93 344.899 2493.03 1940.41 216.078 31752.8 2684.73 507.196 248.314 127.394 5110.01 288.75 3750.58 29068 24588.6 16344.3 2230.19 8244.28 7607.43 636.852 internal_count=1411903 178340 1233563 160973 23769 137204 19290 17387 1606 17367 12187 1482 10705 8312 921 134986 11206 2085 1051 514 21684 1235 15781 123780 104602 69454 9299 35148 32478 2670 is_linear=0 shrinkage=0.03 Tree=283 num_leaves=31 num_cat=0 split_feature=2 0 0 2 1 0 2 0 0 0 2 2 2 2 2 1 2 1 0 1 2 2 0 2 2 2 0 2 1 2 split_gain=5.83357 13.358 25.4143 26.2022 17.1349 14.7655 33.7439 31.164 31.8335 23.202 20.2096 16.4839 13.5237 13.4772 19.8339 11.4854 25.8103 11.4667 23.691 23.9001 15.578 10.5556 10.4871 9.98969 9.78497 23.0095 14.8153 60.7883 18.7808 17.2609 threshold=432.48675537109381 21.500000000000004 12.500000000000002 282.77769470214849 4.5000000000000009 29.500000000000004 377.98133850097662 25.500000000000004 23.500000000000004 31.500000000000004 377.98133850097662 164.66607666015628 135.51687622070315 135.51687622070315 112.57336044311525 9.5000000000000018 418.29415893554693 1.0000000180025095e-35 15.500000000000002 4.5000000000000009 184.69928741455081 219.22713470458987 52.500000000000007 342.58499145507818 308.83364868164068 295.06871032714849 26.500000000000004 358.55703735351568 1.0000000180025095e-35 353.37509155273443 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 8 12 10 -7 13 -3 14 -9 -11 22 20 -19 21 -4 -20 -17 -24 25 -13 27 28 -26 -28 right_child=-2 5 3 4 -6 9 -8 11 -10 15 -12 24 -14 -15 -16 16 -18 18 19 -21 -22 -23 23 -25 26 -27 29 -29 -30 -31 leaf_value=-0.0060003778822627814 4.2986159207716846e-05 -0.023554786121670473 0.017104770065969273 0.0065992420629980546 0.041807494894376969 0.0012410567366262129 -0.0042914409041666483 -0.0025655855130579186 0.010139517048618115 -0.00028521317943069641 0.0077593041284387387 0.0010448867553473115 8.8532646940495333e-07 -0.0089654023671249406 0.034136519130455061 -0.0065624262151735618 0.046370365100342051 -0.024799656794465792 0.0037164363509160302 0.025320489475188567 0.0011515430502694087 -0.0065122896211070773 -0.0012393901661240611 0.018495077108969599 0.023333188162778917 0.022208012607100012 -0.0037508968216318421 -0.040033268939800512 -0.011350975709658463 0.0011683277388213874 leaf_weight=305.19456170499325 266517.93446341879 23.373001888394356 62.882187552750111 866.4971706867218 12.621655046939848 2348.6045496016741 2703.6476419717073 76.431167528033257 486.62440446764231 46873.563242085278 523.51653890311718 332.98415353894234 356.6320426017046 382.43394348025322 16.031057074666023 584.06748040020466 9.1119760274887067 42.224868103861809 135.91061787307262 28.44623102247715 444.45192190259695 273.55494940280914 212.11409940570593 25.90515398979187 31.121208295226097 53.692527368664742 1032.467299759388 41.708443120121956 25.615354910492897 1697.3373063951731 leaf_count=1498 1156525 105 335 4017 59 9842 11356 325 2076 197579 2222 1403 1543 1627 67 3779 45 212 589 136 1910 1172 1293 133 128 223 4310 177 111 7106 internal_value=-1.71829e-05 -0.000284413 0.00202541 0.00333766 0.00710473 -0.000371147 -0.00163631 -6.08453e-05 0.00505857 -0.000189538 0.00242917 -0.00126324 -0.00144796 -0.00648041 0.00379781 -0.0003472 -0.00384282 -1.60661e-05 -0.00333917 -0.00126988 0.00312889 -0.00311715 -0.00439938 0.000908438 -0.000492585 0.00398352 -0.00110456 -0.0125382 0.00767402 -0.000692222 internal_weight=326527 60008.8 2171.78 1866.59 879.119 57837 7260.1 4556.45 866.629 50576.9 2872.12 3689.82 380.005 474.896 92.4622 47704.8 831.199 987.471 480.137 437.912 507.334 409.466 822.087 238.019 3214.93 386.677 2828.25 98.445 56.7366 2729.8 internal_count=1411903 255378 9928 8430 4076 245450 30557 19201 3724 214893 12064 15477 1648 2019 392 202829 5250 4354 2109 1897 2245 1761 5205 1426 13458 1626 11832 416 239 11416 is_linear=0 shrinkage=0.03 Tree=284 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 1 2 2 3 3 1 0 3 1 3 1 2 1 2 0 0 2 2 0 0 2 2 2 0 split_gain=5.48979 12.5754 23.9252 25.4715 21.8911 14.8512 16.2257 22.7647 13.9229 44.1956 64.6545 39.2018 33.2945 32.5106 44.4547 29.1582 23.857 23.2176 19.2584 16.9321 18.2476 16.8287 26.9623 24.1244 20.1401 16.1536 23.9148 16.2144 15.1467 35.1721 threshold=432.48675537109381 21.500000000000004 12.500000000000002 65.889682769775405 303.00918579101568 3.5000000000000004 1.0000000180025095e-35 184.69928741455081 333.83728027343756 1.469500005245209 2.3904999494552617 1.0000000180025095e-35 56.500000000000007 2.7749999761581425 1.0000000180025095e-35 3.2575000524520878 1.5000000000000002 317.97758483886724 13.500000000000002 410.89489746093756 47.500000000000007 79.500000000000014 216.45584106445315 263.91864013671881 24.500000000000004 28.500000000000004 282.77769470214849 325.33131408691412 353.37509155273443 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 -1 -4 5 6 7 -5 13 12 11 -11 19 18 21 -16 28 -17 25 -10 -21 22 -15 -23 -24 26 -3 -28 29 -12 right_child=-2 8 3 4 -6 -7 -8 -9 9 10 16 -13 -14 14 15 17 -18 -19 -20 20 -22 23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0058204760827193303 4.1696624705826079e-05 -0.0092844403978561973 -0.042146987710920673 0.021181175955669384 0.0076594333932654577 0.015030205025735072 -0.0040716058450131973 0.0014636739930972888 -0.011074691645560714 -0.00043507578081395824 -0.0055388831922994529 0.0061983501906856878 0.012010851794424911 0.007394255196233864 0.0043586709479503955 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6703 299 2221 1916 1589 4839 76 2599 338 217 199 73 132 617 188699 431 55 18505 62 internal_value=-1.66703e-05 -0.000275922 0.00196619 0.00324055 0.0035114 0.000949132 0.000120764 0.00333938 -0.000360049 -0.00133507 -0.000744782 0.00274546 -0.00761251 -0.00013783 0.00409702 -0.000841773 -0.00244398 -0.00711828 -0.000284527 -0.00926758 0.000643198 0.00923435 0.0107334 -0.00383768 0.0212139 -0.000226577 -0.00561912 0.00625656 -0.00165639 -0.00488256 internal_weight=326520 60002.7 2169.97 1864.78 1853.72 1145.89 1082.23 612.211 57832.7 10734.3 9811.66 3212.67 922.626 47098.4 1576.89 803.98 6598.99 364.3 45521.6 850.863 131.219 772.911 693.395 79.5165 167.54 45123.6 494.469 116.62 5542.39 1059.4 internal_count=1411903 255378 9928 8430 8375 5065 4762 2740 245450 45237 41243 13534 3994 200213 6823 3581 27709 1665 193390 3695 555 3242 2911 331 690 190791 2092 486 22870 4365 is_linear=0 shrinkage=0.03 Tree=285 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 1 2 2 2 2 0 0 0 2 0 0 0 2 1 2 1 2 0 2 2 2 3 0 2 1 split_gain=6.64719 48.2718 45.0947 40.3701 30.9478 44.0762 37.5541 42.21 31.5344 40.2594 30.414 29.492 21.5002 54.6934 27.3941 26.7311 21.3885 20.917 24.8447 20.0555 20.0546 19.8978 19.7457 78.4187 77.534 47.0147 102.717 40.0357 39.3456 39.2511 threshold=79088.097656250015 60.500000000000007 1.5000000000000002 94341.222656250015 2.5000000000000004 1.0000000180025095e-35 50250.322265625007 56351.945312500007 2808.646850585938 6496.4731445312509 39.500000000000007 64.500000000000014 4.5000000000000009 99998.222656250015 21.500000000000004 2.5000000000000004 44.500000000000007 89168.484375000015 1.0000000180025095e-35 3985.294067382813 1.0000000180025095e-35 68839.980468750015 18.500000000000004 10470.297851562502 3023.088989257813 9759.5722656250018 1.6674999594688418 5.5000000000000009 37956.898437500007 -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=4 2 3 -2 5 -1 8 -8 -7 19 12 -3 13 17 -14 -15 -12 -4 -19 -10 -5 -9 23 24 -6 -24 28 -26 -27 -28 right_child=1 11 10 20 22 6 7 21 9 -11 16 -13 14 15 -16 -17 -18 18 -20 -21 -22 -23 25 -25 27 26 29 -29 -30 -31 leaf_value=0.0016717002137669199 -0.024884674716375444 0.017651473889051798 -0.00051678141267814395 0.01766166183420587 0.00067239088668588967 -0.031228061945604142 -0.02414967419132014 0.012110484179144204 0.0075531205373728172 -0.005660414615424561 -0.021470145794586993 0.0024288552073028686 -0.0023930189921375039 0.0038942347138633641 0.0016327329258672514 -0.00041092139808546657 -0.0052390009194695566 0.0026164602555895536 -0.011415802337751493 0.039722202595772728 6.225117529393266e-05 -0.015069778490638069 0.00012950812147366117 0.0016408763243599463 0.0014894949970956964 0.00061350417118916241 -0.008792316227242105 -0.0029744612402344654 0.0058583152401077178 -0.0018180158048288562 leaf_weight=788.68273565848358 27.476846236735582 119.2599948272109 465.87790973857045 224.39828032813966 21241.80945841223 37.154703170061111 208.82287364453077 53.247913159430027 85.676292389631271 674.17897390574217 102.81403024494648 2895.9250303711742 10498.905713647604 2504.8629985637963 1779.0467971414328 2694.1123441010714 252.54593245685101 141.1725036278367 580.55457676947117 21.90066385269165 78.712142080068588 44.497284054756165 195228.78951226175 30209.392595916986 2158.9596800878644 12157.097551852465 745.79934050887823 11130.257685661316 1439.7517416402698 27722.914137650281 leaf_count=11001 306 548 2160 11459 94896 190 1121 263 357 4435 427 12862 42810 13473 7211 11989 1062 777 2455 94 415 256 828047 133165 10320 49966 3222 47071 5934 112772 internal_value=-6.34519e-07 -0.000499785 -0.00104994 0.00993503 3.60948e-05 -0.00376646 -0.00757726 -0.0165337 -0.00422431 -0.0029409 -0.00124088 0.00303096 -0.00107534 0.00033642 -0.0018097 0.0016633 -0.00993505 -0.00547226 -0.00867104 0.0141021 0.0130914 -0.000262992 6.01937e-05 0.000524586 -0.000451998 -6.65053e-05 -0.000976215 -0.00224925 0.00116887 -0.00200072 internal_weight=326315 22365.7 19350.5 330.587 303949 1914.16 1125.48 306.568 818.911 781.756 19019.9 3015.19 18664.5 6386.58 12278 5198.98 355.36 1187.6 721.727 107.577 303.11 97.7452 302035 64740.4 34531 237294 42065.6 13289.2 13596.8 28468.7 internal_count=1411064 107954 94544 12180 1303110 17717 6716 1640 5076 4886 82364 13410 80875 30854 50021 25462 1489 5392 3232 451 11874 519 1285393 285452 152287 999941 171894 57391 55900 115994 is_linear=0 shrinkage=0.03 Tree=286 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 0 2 2 1 0 1 0 0 0 2 1 2 1 0 2 0 0 0 2 2 2 2 1 2 0 split_gain=6.68535 8.76914 10.5931 51.2937 11.3727 23.3982 16.8174 8.98321 11.0678 10.3767 9.01465 11.3221 8.31197 10.1104 12.5913 14.9998 8.30305 10.18 8.94394 8.97414 8.24121 9.59261 7.91718 7.46039 17.5543 11.9717 8.72021 7.25469 13.4061 8.59842 threshold=-17.499999999999996 195.13675689697268 41.500000000000007 8654.3632812500018 14858.619628906252 9.5000000000000018 18647.261718750004 3252.167602539063 -36.499999999999993 49.500000000000007 -19.499999999999996 61.500000000000007 3.5000000000000004 7.5000000000000009 8136.8720703125009 -18.499999999999996 19759.034179687504 -33.499999999999993 22.500000000000004 25386.748046875004 54.500000000000007 67.500000000000014 17.500000000000004 756.59011840820324 539.92453002929699 1049.1593017578127 3309.9538574218755 -25.499999999999996 3827.414184570313 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 4 7 12 -6 -7 8 -4 -9 11 -11 -3 14 15 -14 -8 22 19 -19 -10 -22 -18 24 -15 -25 -27 -28 -29 -30 right_child=-2 2 3 -5 5 6 16 9 20 10 -12 -13 13 23 -16 -17 17 18 -20 -21 21 -23 -24 25 -26 26 27 28 29 -31 leaf_value=0.015704516832939122 -1.0890194985645577e-05 0.02832000579224473 -0.023405802934807953 0.017568255220679115 0.0065197465810170468 -0.017768574598566473 0.01514024644207969 -0.046169526552669864 0.0038563265220594055 -0.0084371254631732534 0.0047652373528565446 -0.035872927509099983 0.01161211284835042 0.0060053288059406084 -0.047391041563090798 -0.033691887046081302 -0.0018820100071925971 -0.024526409625341947 0.003537763139493597 -0.0062519337008100622 -0.012768401625819919 0.01743001508973091 0.026115225675614993 0.020232307511410075 -0.019761805823529679 -0.0037150183191846215 0.010756032698501025 0.014960869518548895 0.003467539245097513 -0.010151441941726725 leaf_weight=39.910390309989452 324431.79225444724 13.510424159467219 27.291311867535114 84.113803245127201 259.77563533280045 76.365656115114689 23.4967095926404 9.8804159760475141 84.697393670678139 33.853889763355255 18.41703662276268 22.557608976960182 21.256380751729012 78.697900213301182 6.845331944525241 9.5246345326304453 19.332216069102287 29.343682184815407 66.615274101495743 137.56828397512436 79.506012767553329 10.746595069766043 17.158814176917076 53.028543554246426 34.10867727547884 82.210431016981602 231.18425394594669 70.580145731568336 159.21600195765495 56.538632720708847 leaf_count=238 1399098 229 145 539 2967 437 140 50 494 172 90 114 171 419 52 55 123 135 280 600 413 52 94 294 185 483 1447 395 854 299 internal_value=-6.15594e-07 0.00179411 0.00148864 -0.00303323 0.00264873 -0.000380942 -0.00522745 -0.00907215 -0.00563686 -0.0172738 -0.0134584 -0.019408 0.00498453 0.00459201 -0.0105904 -0.0024064 -0.00196455 -0.00345299 -0.00575562 -0.00946465 -0.00286499 -0.0091726 0.0112829 0.0053382 -0.00178573 0.00656933 0.00536124 0.00680304 0.00361143 -0.000101323 internal_weight=326289 1857.33 1817.42 371.064 1446.36 629.656 369.881 286.95 202.241 84.709 74.8285 56.4115 816.701 803.191 37.6263 30.781 293.515 270.018 233.527 166.912 174.95 90.2526 36.491 765.565 112.807 652.758 599.729 517.519 286.335 215.755 internal_count=1411064 11966 11728 2069 9659 4776 1809 1530 1104 426 376 286 4883 4654 278 226 1372 1232 1015 735 959 465 217 4376 604 3772 3478 2995 1548 1153 is_linear=0 shrinkage=0.03 Tree=287 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 0 2 2 0 1 0 1 0 0 0 2 1 2 1 0 2 0 2 2 2 2 2 0 0 2 split_gain=6.30993 8.34076 9.97562 48.4462 10.7438 22.0466 15.6301 8.32767 10.2709 11.2172 9.44148 8.373 10.347 8.08137 9.50156 11.3631 13.9274 7.85386 9.59434 8.38916 8.34095 7.57357 7.05895 16.3864 11.4573 8.24566 6.99212 45.7032 39.1422 99.9651 threshold=-17.499999999999996 195.13675689697268 41.500000000000007 8654.3632812500018 14858.619628906252 9.5000000000000018 18647.261718750004 3252.167602539063 46.500000000000007 -36.499999999999993 49.500000000000007 -19.499999999999996 61.500000000000007 3.5000000000000004 7.5000000000000009 8136.8720703125009 -18.499999999999996 19759.034179687504 -33.499999999999993 22.500000000000004 25386.748046875004 17.500000000000004 756.59011840820324 539.92453002929699 1049.1593017578127 3309.9538574218755 79088.097656250015 60.500000000000007 2.5000000000000004 99998.222656250015 decision_type=2 2 2 2 2 2 2 2 2 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 7 13 -6 -7 8 -4 -10 -9 12 -12 -3 15 16 -15 -8 21 20 -20 -19 23 -16 -24 -26 -2 28 29 -28 right_child=26 2 3 -5 5 6 17 10 9 -11 11 -13 -14 14 22 -17 -18 18 19 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31 leaf_value=0.015372975034416684 2.7168927920346438e-05 0.028137561415509299 0.010323646951068789 0.017218704401437433 0.0063531491320778849 -0.017090476889450985 0.014799636882983677 -0.043891542559225984 -0.027830642801471933 -0.0053196768798182293 -0.0081520946190353841 0.004631750865892144 -0.034233933374568884 0.011355741859061559 0.0058426506243911833 -0.044515421119286434 -0.032079125745311542 -0.0018235663254455462 -0.023619240019038916 0.0034340778862956387 -0.006055156818033587 0.025639021111723025 0.019838256430569152 -0.018978772981443931 -0.0035960316054616417 0.0066254728766388547 -0.0059634290779217117 0.0029120275594291152 -0.0017480183655243303 0.0046703828688299375 leaf_weight=39.55345494300127 302246.71525203809 13.194863820681347 31.389059290289879 83.259799182415009 258.60802826285362 77.00378343462944 23.31908080726862 10.078282207250593 23.012618184089661 148.35003535449505 33.984409019351006 18.379950597882271 22.922702133655548 21.08678675442934 78.466006174683571 7.0653957650065413 9.7006020396947878 19.352920360863209 29.553314566612244 66.568514809012413 137.77452258765697 16.95627685636282 52.467975445091724 34.445207200944424 82.380085840821266 515.5102404281497 1115.3428415227681 3010.1671581100672 15283.967526488006 2775.6590360933915 leaf_count=238 1293002 229 191 539 2967 437 140 50 115 798 172 90 114 171 419 52 55 123 135 280 600 94 294 185 483 2995 5187 13392 63166 24351 internal_value=-5.89397e-07 0.00174441 0.00144738 -0.00293759 0.00257557 -0.000369018 -0.00506071 -0.00876234 -0.00545288 -0.00834272 -0.0166227 -0.0129723 -0.0186581 0.00485054 0.00446699 -0.010204 -0.00232987 -0.0019048 -0.00334642 -0.00557372 -0.00915731 0.0110014 0.00519456 -0.00172949 0.00639668 0.00521711 -1.05635e-05 -0.000524623 -0.00106412 0.00162224 internal_weight=326286 1854.38 1814.83 371.377 1443.45 629.136 370.528 288.117 202.752 171.363 85.3653 75.2871 56.9071 814.317 801.122 37.8528 30.7874 293.525 270.206 233.896 167.328 36.3092 763.27 112.911 650.358 597.89 324432 22185.1 19175 3891 internal_count=1411064 11966 11728 2069 9659 4776 1809 1530 1104 913 426 376 286 4883 4654 278 226 1372 1232 1015 735 217 4376 604 3772 3478 1399098 106096 92704 29538 is_linear=0 shrinkage=0.03 Tree=288 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 0 2 2 2 2 0 1 2 1 0 2 0 0 0 2 1 0 2 2 2 2 1 2 0 split_gain=5.95404 8.07582 8.09654 8.79207 45.7637 11.5107 17.7305 14.5348 7.90764 10.3031 12.9059 9.65193 10.3734 7.42873 9.0429 7.87013 7.79282 7.24485 7.1015 8.93028 10.2856 12.946 6.8067 6.67605 15.3034 10.966 7.79347 6.94522 12.7877 8.08928 threshold=-17.499999999999996 1.5000000000000002 195.13675689697268 41.500000000000007 8654.3632812500018 14858.619628906252 9.5000000000000018 18647.261718750004 5664.3623046875009 4232.3850097656259 3252.167602539063 46.500000000000007 -36.499999999999993 19759.034179687504 -33.499999999999993 22.500000000000004 23778.558593750004 17.500000000000004 3.5000000000000004 7.5000000000000009 8136.8720703125009 -18.499999999999996 47.500000000000007 756.59011840820324 539.92453002929699 1049.1593017578127 3309.9538574218755 -25.499999999999996 3827.414184570313 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 -3 5 8 18 -7 -8 9 10 11 -5 -13 -9 17 16 -16 -15 -4 20 21 -20 -6 24 -21 -25 -27 -28 -29 -30 right_child=-2 2 3 4 22 6 7 13 -10 -11 -12 12 -14 14 15 -17 -18 -19 19 23 -22 -23 -24 25 -26 26 27 28 29 -31 leaf_value=0.030408006522850833 -1.0245327740038268e-05 0.015046748446040545 0.027725961196480308 0.010075064392647628 -0.0042000259675605903 0.0054392192988978903 -0.016445227863631999 0.014465238721316439 -0.034478258693210743 0.016533401696367488 -0.021042966269761695 -0.026683138948814921 -0.0051462973738583741 -0.0017669993288275585 -0.02508708626385776 0.0033333809969836093 -0.0062840560012491003 0.025172032940440896 0.011103409205170136 0.0056839923582252955 -0.04191999089071697 -0.030582334825411086 0.020400973009942171 0.019450594488514359 -0.018236506834405693 -0.0034811053220100861 0.010341783851500643 0.014483480777829088 0.0031814292197168931 -0.010028713027863616 leaf_weight=8.7747344640083593 324424.2539770361 39.204032622277737 11.864278476685284 31.201500378549099 11.816118404269217 249.72096061334014 77.614835694432259 23.145081326365471 10.148810058832167 15.156891897320746 60.675585731863976 23.278039932250977 148.74146232008934 19.372982107102871 22.987987279891968 66.522784784436226 144.73383224010468 16.755781352519989 20.921555250883102 78.240036450326443 7.2744328603148452 9.8674900531768817 70.607470616698265 51.916712537407875 34.76676220446825 82.544268533587456 228.84687610715628 69.768857508897781 158.41913062334061 56.633688643574715 leaf_count=832 1399098 238 155 191 61 2209 437 140 50 74 302 115 798 123 107 280 628 94 171 419 52 55 478 294 185 483 1447 395 854 299 internal_value=-5.63831e-07 0.00169583 0.00155911 0.00126593 -0.00284566 0.00233301 -0.000741291 -0.00489991 -0.00846589 -0.00751985 -0.00890135 -0.00527624 -0.00806071 -0.001847 -0.00324339 -0.00539808 -0.0088612 0.0107268 0.00468632 0.00434429 -0.00983658 -0.00225633 0.0168742 0.00505346 -0.0016752 0.00622666 0.00507515 0.00645011 0.00332324 -0.000297433 internal_weight=326276 1851.52 1842.75 1803.54 371.626 1431.92 620.854 371.133 289.202 279.053 263.897 203.221 172.02 293.518 270.373 234.245 167.722 36.1288 811.064 799.2 38.0635 30.789 82.4236 761.136 113.007 648.13 596.213 513.669 284.822 215.053 internal_count=1411064 11966 11134 10896 2069 8827 4018 1809 1530 1480 1406 1104 913 1372 1232 1015 735 217 4809 4654 278 226 539 4376 604 3772 3478 2995 1548 1153 is_linear=0 shrinkage=0.03 Tree=289 num_leaves=31 num_cat=0 split_feature=1 2 3 2 3 0 2 3 2 2 0 2 2 0 2 0 2 1 0 2 0 0 0 2 0 3 0 0 2 2 split_gain=5.93171 15.9137 27.2676 14.5783 17.7696 11.3863 10.5389 23.1732 21.8717 15.209 21.7661 29.7313 29.4095 19.6685 27.1784 41.4835 42.1109 31.3691 25.5322 21.8074 18.8108 17.7294 20.7456 16.3969 14.5299 12.7855 11.4623 11.0065 9.96087 9.92613 threshold=10.500000000000002 37956.898437500007 7.7119998931884775 40991.593750000007 3.653500080108643 15.500000000000002 303.00918579101568 2.1755000352859502 498.67184448242193 2320.079467773438 56.500000000000007 3432.9526367187505 3673.1176757812505 32.500000000000007 4973.6452636718759 48.500000000000007 9759.5722656250018 22.500000000000004 40.500000000000007 4316.3833007812509 35.500000000000007 26.500000000000004 24.500000000000004 12255.386718750002 24.500000000000004 1.1980000138282778 53.500000000000007 72.500000000000014 3673.1176757812505 72077.554687500015 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 29 7 25 26 20 11 24 -12 19 18 16 -16 23 -15 21 -10 22 -13 -18 -11 -2 -8 -22 -20 -5 right_child=1 3 -4 5 -6 -7 8 -9 9 10 12 13 -14 14 15 -17 17 -19 28 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.7790053710823923e-05 -0.012452527615397358 -5.1897762357069238e-05 -0.018369404723636337 0.019222091333618713 0.029736922282175112 0.00037979976670416104 0.0040799000403499821 0.027186627571066893 -0.012954743432122494 -0.021388593532848461 -0.011128765178389507 0.0023520604218423302 -0.0006223622449612028 0.0083365201339883292 -0.022110382344458522 0.0064995261039748455 0.0028746105392694786 0.0049967084106705582 -0.0011441453386869084 0.0042515952806659032 -0.0038380483533331719 0.010047874670534871 -0.022187754569632633 -0.015124844460050932 0.0076141240243787307 -0.0028912739597110092 0.018478315248714423 0.0087860216525094039 -0.014069665762783422 -0.0042160645223199775 leaf_weight=319707.8367820296 188.91631243377924 33.256673976778984 84.065150432288647 56.806753054261208 39.343233525753021 555.50083647668362 205.81670388579369 19.492226466536522 200.45337611436844 15.974170491099356 359.92229818552732 50.345721065998077 718.37947788834572 285.9946826249361 185.98692307621241 172.00160957872868 57.553092360496521 170.49677710235119 222.39689381420612 910.12941032648087 505.29882081598043 40.045212641358376 80.706166714429855 218.39822107553482 580.46323701739311 377.18886744976044 65.627063572406769 70.87609800696373 70.722929731011391 22.784600809216499 leaf_count=1380234 1311 138 417 235 163 2487 1193 101 1040 74 1619 232 2922 1173 1035 732 290 702 1237 3705 2380 170 419 1056 2382 2419 333 355 418 92 internal_value=-5.39832e-07 -0.000893192 -0.0014066 0.0033561 0.0160912 0.00190029 -0.0011596 -0.0049746 -0.00072895 -0.00118668 -0.000463923 0.000827176 -0.00412926 -0.000627192 -0.00299627 -0.00656383 -0.0101166 -0.00512013 0.00195937 0.00240431 -0.00503904 -0.00742212 -0.0127604 -0.0113708 0.00683735 -0.00608198 0.00756101 -0.00228514 -0.00426277 0.0125125 internal_weight=326273 6564.94 5857.25 707.692 72.5999 635.092 5773.19 585.597 5187.59 4916.15 4139.52 3061.22 1078.3 2464.78 1383.55 804.437 632.435 446.448 579.115 1081.23 776.628 171.097 131.052 275.951 596.437 566.105 271.444 576.175 293.12 79.5914 internal_count=1411064 30830 27715 3115 301 2814 27298 3831 23467 21941 18166 13625 4541 11169 6643 3815 3083 2048 2828 4526 3775 821 651 1346 2456 3730 1526 2735 1655 327 is_linear=0 shrinkage=0.03 Tree=290 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 2 2 2 0 3 0 0 0 0 2 1 0 3 2 2 2 0 2 0 3 3 2 0 split_gain=8.01319 50.6723 52.8652 26.6799 23.4816 45.0939 38.916 36.3346 29.6129 27.7998 38.1235 27.2273 25.2033 21.874 22.8953 27.4543 63.3305 25.0111 20.6978 19.862 20.5222 27.5559 23.1267 19.7169 18.7262 51.6806 68.0794 36.9492 29.5552 25.619 threshold=89168.484375000015 59.500000000000007 1.5000000000000002 82.500000000000014 3673.1176757812505 4493.2343750000009 91.500000000000014 35406.285156250007 61805.615234375007 75302.914062500015 92.500000000000014 7.7119998931884775 97.500000000000014 34.500000000000007 21.500000000000004 4.5000000000000009 99998.222656250015 1.0000000180025095e-35 63.500000000000007 40.666500091552741 2808.646850585938 6496.4731445312509 4232.3850097656259 2.5000000000000004 35406.285156250007 6.5000000000000009 1.8174999952316286 1.4100000262260439 52584.906250000007 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=3 2 -2 19 11 -6 7 -7 12 -10 -11 -5 -8 14 15 16 17 -4 -3 24 -21 22 -22 -18 -1 -26 27 28 -27 -28 right_child=1 18 13 4 5 6 8 -9 9 10 -12 -13 -14 -15 -16 -17 23 -19 -20 20 21 -23 -24 -25 25 26 29 -29 -30 -31 leaf_value=4.6935478710906782e-05 0.011193631514964502 0.016422203033949843 0.0030095205151250853 -0.0015650144990824641 -0.017898528655809744 -0.0029487728011381993 -0.0070878951621726367 0.003865472781814829 -0.039220370260572256 0.025116709421703517 -0.026582995471388822 0.0046685090971856072 0.022713916378147656 -0.0082950659241965846 0.0027783496182198723 -0.0025042178747126517 0.0031711109136096146 -0.011034423759879532 0.0027521931169528272 -0.022661479824162837 0.0019559737273964527 -0.0034719344191631524 0.022953574528954721 -0.00053003117252135195 0.0035478207771842403 0.0033054232081428194 0.0013669805269379777 0.0080101291979553339 -0.0087161605650704112 -0.001606273158648248 leaf_weight=275889.00937256729 306.38531421963125 103.72771854698658 142.29786925017834 2034.9142154753208 177.34838403761387 2532.4126475304365 746.2904095351696 975.54335968196392 50.049068216234446 19.735485628247261 36.723688863217831 913.84845064580441 26.444643165916204 401.89726762473583 1200.9709461778402 9678.1558387130499 2491.5851698704064 576.54615318775177 2557.5163625571877 45.319649616256356 204.44556494988501 2014.645854966715 61.381634654477239 2698.317978516221 5268.6712007187307 771.7237800732255 3641.4159875512123 1356.2306514233351 241.7039183229208 9192.2167131975293 leaf_count=1175568 11957 482 779 8861 755 10369 3232 4132 214 86 167 4050 147 1678 4876 39491 13455 2448 11421 278 1562 13588 495 12015 27380 3174 14862 5596 992 37319 internal_value=7.66888e-06 -0.00057171 -0.00115833 4.58099e-05 -0.00171983 -0.00306784 -0.00246832 -0.00105377 -0.00811203 -0.0229417 -0.0085112 0.000366811 -0.00606801 -0.00137849 -0.00121291 -0.00152044 9.0932e-05 -0.00825437 0.00328501 9.02237e-05 -0.00267131 -0.00227405 0.00680449 0.00124682 0.000111896 0.000987329 9.99955e-05 0.00477188 0.000438259 -0.000762642 internal_weight=326357 20157.4 17496.2 306200 7513.31 4564.55 4387.2 3507.96 879.243 106.508 56.4592 2948.76 772.735 17189.8 16787.9 15586.9 5908.75 718.844 2661.24 298687 2325.79 2280.47 265.827 5189.9 296361 20472 15203.3 2369.66 1013.43 12833.6 internal_count=1411429 98602 86699 1312827 32013 19102 18347 14501 3846 467 253 12911 3379 74742 73064 68188 28697 3227 11903 1280814 15923 15645 2057 25470 1264891 89323 61943 9762 4166 52181 is_linear=0 shrinkage=0.03 Tree=291 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 0 0 0 2 1 0 3 2 2 2 2 2 2 1 2 2 2 2 0 2 2 2 0 3 3 split_gain=7.54254 47.7115 50.0055 25.1086 22.4693 20.6036 21.5447 25.824 59.7211 23.6074 19.6388 18.6939 19.4294 26.1001 34.0934 55.8797 28.096 27.7497 20.4424 18.8122 25.6846 23.1019 22.0018 18.5819 18.5413 18.0706 17.6285 48.7125 64.1513 45.1531 threshold=89168.484375000015 59.500000000000007 1.5000000000000002 82.500000000000014 803.05700683593761 34.500000000000007 21.500000000000004 4.5000000000000009 99998.222656250015 1.0000000180025095e-35 63.500000000000007 40.666500091552741 2808.646850585938 23051.732421875004 13908.505371093752 13381.118652343752 79088.097656250015 11977.758300781252 1.0000000180025095e-35 6496.4731445312509 8136.8720703125009 10470.297851562502 4232.3850097656259 2.5000000000000004 2668.121704101563 7781.1735839843759 35406.285156250007 6.5000000000000009 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=3 2 -2 11 -5 6 7 8 9 -4 -3 26 24 14 15 17 -15 19 -16 22 25 -22 -14 -10 -13 -21 -1 -28 29 -29 right_child=1 10 5 4 -6 -7 -8 -9 23 -11 -12 12 13 16 18 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=4.5527427035017868e-05 0.010927960066881043 0.016024880799069 0.0029236406003138016 0.003761763054028768 -0.0021643744591527459 -0.0080532002022086126 0.0026941686513917399 -0.0024293243199809788 0.0030800959735375454 -0.010732206367685451 0.0026713388125487996 -0.0016818626026380813 0.0018984743934215157 -0.0081030775764404563 0.021777925193315575 -0.019657685697059581 0.0012403336969443284 0.028317303884717229 0.0032770095313478858 -0.0088308581679344116 0.013985030291438029 -0.011933165928349459 0.022442094706249655 -0.00051406717726295572 -0.040221243394069545 -0.046796499641987468 0.0034460514937817719 0.00042514024765350058 -0.00068177946490047422 0.0092414218979613404 leaf_weight=275888.90219678939 304.44866987410933 103.11988666653633 142.08675003796816 628.39013078808784 6883.2346416190267 401.55388888716698 1201.3354850262403 9677.2426165118814 2488.305546246469 575.02160322666168 2555.9028094485402 21.21515267342329 204.32057282701135 868.21009873133153 102.02799168974161 126.86759972944856 434.66367983072996 34.496828623116016 113.59789531677961 181.10815672576427 95.93911390285939 45.692663211375475 60.90448946505785 2698.6424472033978 23.88276270031929 12.032885637134312 5261.647026065737 1013.385658942163 13108.783692546189 1080.0515960678458 leaf_count=1175568 11957 482 779 2727 29286 1678 4876 39491 13455 2448 11421 152 1562 5909 1148 1498 2113 277 769 938 589 288 495 12015 126 59 27380 4166 53312 4465 internal_value=7.442e-06 -0.000554808 -0.00112406 4.44388e-05 -0.00166862 -0.00133758 -0.0011769 -0.00147536 8.82608e-05 -0.00802646 0.0031892 8.75215e-05 -0.00259206 -0.00220634 0.00150042 -0.00148199 -0.00498594 0.00215226 0.0120311 0.000647898 -0.00408033 0.00562341 0.00661597 0.00121014 -0.0220914 -0.0111962 0.000108543 0.000958111 9.70085e-05 0.00497366 internal_weight=326337 20147.7 17488.6 306189 7511.62 17184.2 16782.6 15581.3 5904.06 717.108 2659.02 298678 2324.96 2279.86 976.988 761.362 1302.87 634.495 215.626 599.998 334.773 141.632 265.225 5186.95 45.0979 193.141 296353 20463.9 15202.2 2093.44 internal_count=1411429 98602 86699 1312827 32013 74742 73064 68188 28697 3227 11903 1280814 15923 15645 7623 5706 8022 4208 1917 3931 1874 877 2057 25470 278 997 1264891 89323 61943 8631 is_linear=0 shrinkage=0.03 Tree=292 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 2 2 3 2 0 0 2 2 2 0 0 0 2 0 0 1 0 2 2 3 2 2 2 split_gain=7.09949 44.923 47.2936 23.6256 21.6019 42.544 36.6482 34.1935 27.8061 26.3963 25.9838 35.9082 23.6526 21.636 37.2518 28.8591 19.407 20.2738 24.8594 23.3949 43.827 34.5828 19.2187 18.633 18.1697 26.1578 17.621 18.5255 24.5581 32.2863 threshold=89168.484375000015 59.500000000000007 1.5000000000000002 82.500000000000014 3673.1176757812505 4493.2343750000009 91.500000000000014 35406.285156250007 61805.615234375007 6.4175000190734872 75302.914062500015 92.500000000000014 97.500000000000014 2073.8535156250005 803.05700683593761 3645.8532714843755 34.500000000000007 21.500000000000004 7.5000000000000009 99998.222656250015 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 63.500000000000007 1117.6546630859377 1608.1567382812502 40.666500091552741 2808.646850585938 23051.732421875004 13908.505371093752 decision_type=2 2 2 2 2 2 2 2 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 26 9 -6 7 -7 12 13 -10 -12 -8 14 -5 -15 17 18 19 20 22 -21 -4 -3 -11 -26 -1 -28 29 -29 right_child=1 23 16 4 5 6 8 -9 10 24 11 -13 -14 15 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0001052913336549046 0.010666594150714862 0.015636664160196715 0.0022886808515760254 0.0022090182192409705 -0.017332034863963605 -0.0027955507179555387 -0.0068174731847662718 0.0038157380627412254 -0.037875886828078367 0.0084240721519118211 0.024579363482211406 -0.025682549051132274 0.021980800367197451 0.010128640701468995 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10369 3232 4132 214 1887 86 167 147 977 3011 471 1678 4876 24965 13455 815 25912 2398 11421 1855 2722 278 5706 8022 1917 internal_value=7.22159e-06 -0.000538402 -0.00109079 4.31088e-05 -0.00161861 -0.00291179 -0.00232989 -0.000957356 -0.00780871 0.000382896 -0.022173 -0.00819941 -0.00582597 -0.00243618 -0.00438122 0.00430854 -0.00129788 -0.00114195 -0.00143161 -0.000465813 -0.00516034 9.12811e-06 -0.00871306 0.00309614 0.00324124 0.00108596 8.49008e-05 -0.00251921 -0.00214384 0.00146124 internal_weight=326315 20138.1 17481.3 306177 7511.4 4563.15 4386.16 3507.47 878.682 2948.25 106.576 56.3929 772.107 1484.32 1152.08 332.237 17178.7 16777.5 15575.8 9443.47 867.611 8575.86 679.08 2656.85 1463.93 1033.96 298666 2320.43 2275.8 973.307 internal_count=1411429 98602 86699 1312827 32013 19102 18347 14501 3846 12911 467 253 3379 6447 4999 1448 74742 73064 68188 43223 3856 39367 3041 11903 6464 4577 1280814 15923 15645 7623 is_linear=0 shrinkage=0.03 Tree=293 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 2 0 2 2 3 2 0 0 1 0 0 2 1 3 2 2 2 2 2 0 3 2 3 0 2 split_gain=6.68257 42.2975 44.7226 22.2369 20.3322 40.1296 34.5038 32.1844 26.1479 24.9091 24.3168 33.8403 22.1918 18.4366 17.6776 17.5216 53.2175 20.9824 16.58 17.5388 24.3474 20.9175 18.375 16.5946 45.9157 60.5598 34.5394 26.5565 25.4953 135.643 threshold=89168.484375000015 59.500000000000007 1.5000000000000002 82.500000000000014 3673.1176757812505 4493.2343750000009 91.500000000000014 35406.285156250007 61805.615234375007 7.7119998931884775 75302.914062500015 92.500000000000014 97.500000000000014 18.500000000000004 63.500000000000007 4.5000000000000009 99998.222656250015 1.0000000180025095e-35 40.666500091552741 2808.646850585938 6496.4731445312509 4232.3850097656259 2668.121704101563 35406.285156250007 6.5000000000000009 1.8174999952316286 68839.980468750015 1.4100000262260439 3.5000000000000004 65292.480468750007 decision_type=2 2 2 2 2 2 2 2 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 18 9 -6 7 -7 12 -5 -10 -12 -8 15 -3 16 17 -4 23 22 21 -21 -20 -1 28 26 27 -26 29 -25 right_child=1 14 13 4 5 6 8 -9 10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=4.1002944515639581e-05 0.010409575078060437 0.015257272741150012 0.0027490132632670659 -0.0014775582140549091 -0.016844096736574433 -0.002711789175448526 -0.0066181876126190468 0.0037041353675220877 -0.036671940804320437 0.0044850009393786576 0.024006666794238858 -0.024885900953556625 0.021203739449654709 -0.036465240618925934 0.0025165682406906136 -0.0019254739600251041 0.001150912023838626 -0.010147880727971246 -0.0009787352043761769 0.0018850569273058614 -0.0032051359592995049 0.021972098241797335 -0.039607900386055862 -0.0099084143356173385 0.0016776980244778527 -0.00072248094817540652 -0.0080168607394634269 0.0083738006334952483 0.0047367945993702608 0.0076748012175300723 leaf_weight=275888.55531574786 300.7772746020928 101.92522320151329 141.6541663557291 2033.4532378464937 176.66089425981045 2532.1641383320093 744.94250559806824 974.46959854662418 50.273917313665152 914.00505561009049 19.483193457126617 36.815196018666029 26.728226996958256 13.376897200942038 2552.7964494489133 11264.05681835115 5181.7068859599531 571.92874699831009 21.26026788726449 204.29141300730407 2011.2280125934631 60.467253053560853 23.150298088788986 686.25606784969568 922.39097417145967 12833.396149367094 183.11018235981464 1262.8596347346902 3638.4288937784731 929.91643495857716 leaf_count=1175568 11957 482 779 8861 755 10369 3232 4132 214 4050 86 167 147 56 11421 45989 25470 2448 152 1562 13588 495 126 3243 3793 52181 756 5213 18296 5841 internal_value=7.00509e-06 -0.000522493 -0.00105853 4.18149e-05 -0.00157059 -0.00282544 -0.00226065 -0.000928848 -0.00757823 0.000371428 -0.0215074 -0.00796564 -0.00565452 -0.00125939 0.00300573 -0.00123195 9.31648e-05 -0.0075877 8.23538e-05 -0.00244368 -0.00207935 0.00647266 -0.0211153 0.000102133 0.000926572 9.09484e-05 0.00449866 0.00554739 0.00334406 0.00020865 internal_weight=326303 20128.2 17473.5 306174 7509 4561.54 4384.88 3506.63 878.243 2947.46 106.572 56.2984 771.671 17172.7 2654.72 17159.3 5895.29 713.583 298665 2320.4 2275.99 264.759 44.4106 296345 20456.4 15201.8 2368.36 2185.25 5254.6 1616.17 internal_count=1411429 98602 86699 1312827 32013 19102 18347 14501 3846 12911 467 253 3379 74742 11903 74686 28697 3227 1280814 15923 15645 2057 278 1264891 89323 61943 9762 9006 27380 9084 is_linear=0 shrinkage=0.03 Tree=294 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 1 2 0 2 2 2 1 1 0 1 0 2 0 0 3 0 0 2 0 0 1 0 2 1 1 split_gain=6.51185 9.06174 10.0443 8.96057 6.82381 6.68776 7.87311 11.9336 12.5451 6.11747 7.61181 6.08858 20.3519 6.75712 6.1177 5.99857 5.97053 54.151 41.1674 16.4873 22.3374 22.6541 21.2659 30.9124 19.6481 18.3516 18.3226 22.2458 23.4776 15.8951 threshold=94.500000000000014 4063.8671875000005 84498.644531250015 21.500000000000004 4316.3833007812509 1.0000000180025095e-35 50250.322265625007 97.500000000000014 44208.716796875007 21631.834960937504 12812.083496093752 74.500000000000014 92.500000000000014 97.500000000000014 -1.4999999999999998 96.500000000000014 89168.484375000015 85.500000000000014 1.5000000000000002 1.532000005245209 21.500000000000004 7.5000000000000009 94341.222656250015 2.5000000000000004 44.500000000000007 2.5000000000000004 2.5000000000000004 99998.222656250015 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=16 3 4 -2 -3 9 7 8 15 10 -6 13 -13 14 -4 -7 -1 18 -18 24 21 22 23 -21 -20 -26 27 28 -24 -28 right_child=1 2 11 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 20 -22 -23 26 -25 25 -27 29 -29 -30 -31 leaf_value=4.6807134527373312e-05 -0.0044006008466027603 -0.030709644672764252 -0.021500693194569317 0.0089885150967876516 0.0062621024506984042 -0.0081722439122902564 -0.020540821333887495 0.017594072755002417 0.017263127766160773 0.0073779181216316611 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2480.8173697516322 273.62876272201538 106.69978494942188 leaf_count=1310422 353 59 62 511 79 493 226 100 63 196 105 57 190 415 1572 216 11957 5095 382 1471 9744 24965 394 432 860 84 25866 13455 1176 429 internal_value=6.79886e-06 -0.00240958 -0.00377621 0.0035542 -0.00784507 -0.00702321 -0.00981592 -0.00686561 -0.00936582 -0.000191617 -0.00813698 -0.00104716 0.0144753 -0.00177164 -0.000122991 -0.0120268 1.42323e-05 -0.000492892 -0.000883727 -0.00106517 -0.000945558 -0.00135462 -0.000432249 -0.0069265 -0.00788283 -0.00308757 -0.000119938 0.00188198 -0.00527614 -0.00103483 internal_weight=326282 1000.65 814.096 186.554 326.823 315.483 223.939 175.626 159.339 91.5444 44.6635 487.274 21.7285 465.545 385.362 144.863 325281 19633.1 18495 18196 17882.3 15565.5 9436.49 432.982 313.739 222.83 9003.5 2824.07 343.251 6179.44 internal_count=1411429 4697 3833 864 1537 1478 1098 872 772 380 184 2296 247 2049 1634 709 1406732 96310 91215 79258 77932 68188 43223 1903 1326 944 41320 15025 1570 26295 is_linear=0 shrinkage=0.03 Tree=295 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 1 0 0 1 2 0 0 0 2 1 0 0 2 0 0 2 3 3 3 2 1 3 0 1 2 split_gain=6.39224 14.9605 10.8315 18.3971 11.9056 9.71229 16.1624 10.2497 9.67002 10.8334 17.8644 15.8646 9.84338 24.5559 7.98306 17.5163 22.42 24.5459 13.8787 8.82034 7.71029 12.5228 52.3142 20.7418 16.1422 12.5094 22.3788 11.1556 14.2509 12.5615 threshold=112.57336044311525 78.500000000000014 65.500000000000014 50.500000000000007 2.5000000000000004 1.0000000180025095e-35 71.500000000000014 75.500000000000014 4.5000000000000009 65.889682769775405 23.500000000000004 10.500000000000002 47.500000000000007 87.134357452392592 1.0000000180025095e-35 15.500000000000002 21.500000000000004 87.134357452392592 20.500000000000004 38.500000000000007 170.15808868408206 2.279500007629395 1.4100000262260439 1.7404999732971194 161.9395446777344 1.0000000180025095e-35 3.653500080108643 54.500000000000007 2.5000000000000004 161.9395446777344 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 10 11 -1 14 -14 18 -16 -17 -18 -11 -19 21 22 27 24 -24 26 -23 28 -2 -29 right_child=20 -3 4 -5 -6 6 -8 -9 -10 12 -12 -13 13 -15 15 16 17 19 -20 -21 -22 25 23 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.0030080182386974662 -0.00053745048041255693 -0.021773528498979976 0.0072655487092000409 -0.0019891042781531865 0.030770261063490807 0.0080433344237707833 -0.024564530435983709 0.034522480162393614 0.012844558390164211 0.029982048666406788 0.00043347345872736775 -0.041077367134813268 -0.024489287206288988 0.019339277253275555 -0.029678733892437022 0.03414141033185681 0.0069814958509611565 -0.0015502507827431825 0.004837867432687935 -0.012045085428020614 -1.2115854264214704e-05 -0.0024489768376462521 0.020132691157735239 0.0039058237864515689 0.0015292891285119624 -0.0073756918773067604 0.022152281305599347 -0.014670299718274771 -0.0046157074855781039 -0.0029873080152875574 leaf_weight=21.679097332060337 7157.3873897790909 25.182741291821003 51.442123234272003 1145.141114205122 20.144732370972633 42.070329204201698 20.272985085844994 16.367065995931625 81.862038373947144 20.4670340269804 627.52031333744526 18.058487921953201 13.388829439878462 81.764793887734413 16.420617640018463 18.618046879768372 299.50868810713291 230.07644195854664 569.28914475440979 104.95048405230045 312509.33713363111 441.12098038196564 145.95681549608707 686.73910420387983 58.925040259957314 502.44420674443245 35.994011074304581 109.50720517337322 864.26360065490007 339.96877488493919 leaf_count=142 29782 133 220 4921 92 175 89 82 396 138 2650 96 56 344 89 77 1223 964 2530 436 1352278 1801 619 2906 249 2242 172 474 4715 1452 internal_value=-2.51112e-05 0.00126425 0.00143494 0.00107068 0.00930845 0.00598664 -0.00256019 0.0138445 0.00273634 0.00232705 -0.000801778 -0.0203084 0.0038684 0.0131723 0.00316541 0.000923733 0.0016931 0.000741022 0.00571048 -0.00483786 -3.87864e-05 -0.00084468 -0.000507023 0.00640507 0.0147823 -0.00407206 -0.000593034 -0.00123455 -0.000976847 -0.00583367 internal_weight=326276 3424.23 3399.04 3248.75 150.297 130.153 62.3433 67.8092 2103.6 2021.74 667.258 39.7376 1354.48 95.1536 1259.33 669.574 653.154 634.536 589.756 335.027 322852 10342.3 9362.75 891.621 204.882 979.559 477.115 8471.13 8021.65 449.476 internal_count=1411543 14853 14720 14062 658 566 264 302 9141 8745 2888 238 5857 400 5457 2789 2700 2623 2668 1400 1396690 44412 40197 3774 868 4215 1973 36423 34497 1926 is_linear=0 shrinkage=0.03 Tree=296 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 1 0 0 1 2 0 0 0 2 1 0 0 2 0 0 0 0 2 3 3 3 1 1 3 0 split_gain=6.01679 14.1674 10.2112 17.3181 11.0106 9.1946 15.2972 9.90195 9.02546 10.2074 16.9217 15.2499 9.26534 23.1191 7.54082 16.7105 20.9645 23.0886 13.4064 8.32858 7.67582 8.55522 7.2577 11.8035 49.2103 19.4844 15.2393 11.8145 21.2094 10.6159 threshold=112.57336044311525 78.500000000000014 65.500000000000014 50.500000000000007 2.5000000000000004 1.0000000180025095e-35 71.500000000000014 75.500000000000014 4.5000000000000009 65.889682769775405 23.500000000000004 10.500000000000002 47.500000000000007 87.134357452392592 1.0000000180025095e-35 15.500000000000002 21.500000000000004 87.134357452392592 20.500000000000004 38.500000000000007 32.500000000000007 43.500000000000007 170.15808868408206 2.279500007629395 1.4100000262260439 1.7404999732971194 1.0000000180025095e-35 1.0000000180025095e-35 3.653500080108643 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 2 3 8 5 7 -7 -4 9 10 11 -1 14 -14 18 -16 -17 20 -11 -19 -18 -22 23 24 -2 26 -26 28 -25 -28 right_child=22 -3 4 -5 -6 6 -8 -9 -10 12 -12 -13 13 -15 15 16 17 19 -20 -21 21 -23 -24 27 25 -27 29 -29 -30 -31 leaf_value=-0.002919139823009744 -0.0011978914447481933 -0.021270986679360681 0.0070600170635081493 -0.0019297219132060582 0.02957190955061801 0.0077908149344741457 -0.024002108662352688 0.034012877153281822 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686.89773466438055 74.783456787467003 501.29432578384876 35.705272555351257 32.531665131449699 leaf_count=142 36423 133 220 4921 92 175 89 82 396 138 2650 96 56 344 89 77 123 964 2530 436 538 562 1352278 1801 404 2906 319 2242 172 145 internal_value=-2.436e-05 0.00122691 0.00139251 0.00103896 0.00904356 0.00582663 -0.00248777 0.0134986 0.00265576 0.00225906 -0.000778235 -0.0198259 0.00375635 0.0127858 0.00307381 0.00089589 0.00164192 0.000718709 0.00555097 -0.00469726 0.00676555 0.00835254 -3.76241e-05 -0.000819644 -0.000491953 0.00621043 0.0143254 -0.00395524 -0.000575236 0.0221307 internal_weight=326271 3422.36 3397.36 3247.3 150.058 129.728 62.2578 67.4706 2102.33 2020.05 667.008 39.4908 1353.04 95.0903 1257.95 669.41 653.228 634.505 588.543 334.713 299.792 270.255 322848 10338.8 9360.58 891.968 205.07 978.241 476.947 107.315 internal_count=1411543 14853 14720 14062 658 566 264 302 9141 8745 2888 238 5857 400 5457 2789 2700 2623 2668 1400 1223 1100 1396690 44412 40197 3774 868 4215 1973 464 is_linear=0 shrinkage=0.03 Tree=297 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 1 0 0 0 2 0 2 0 0 0 0 2 3 3 3 2 1 3 0 0 1 2 0 2 0 split_gain=5.66351 13.4159 9.62788 16.3027 10.1941 8.70443 14.4799 9.56852 8.53533 7.05923 16.2188 10.2933 16.2413 12.7209 8.95711 14.6627 6.83048 11.1261 46.2765 18.2551 15.0187 11.1574 20.1016 10.5896 10.5089 13.4608 11.8602 21.3088 9.24257 8.32077 threshold=112.57336044311525 78.500000000000014 65.500000000000014 50.500000000000007 2.5000000000000004 1.0000000180025095e-35 71.500000000000014 75.500000000000014 35.500000000000007 65.889682769775405 26.500000000000004 87.134357452392592 13.500000000000002 19.500000000000004 23.500000000000004 10.500000000000002 170.15808868408206 2.279500007629395 1.4100000262260439 1.7404999732971194 161.9395446777344 1.0000000180025095e-35 3.653500080108643 40.500000000000007 54.500000000000007 2.5000000000000004 161.9395446777344 55.500000000000007 161.9395446777344 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 3 8 5 7 -7 -4 9 14 11 12 -11 -14 15 -1 17 18 24 20 29 22 -19 -22 25 -2 27 -26 -23 -20 right_child=16 -3 4 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 -16 -17 -18 21 19 -21 23 28 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0028328479271710317 -0.00048544863575817135 -0.020779224796144399 0.0068601216755700984 -0.0018721070382572637 0.028441405272573671 0.0075467894257686364 -0.023454868497077726 0.033518535621186181 0.0035148821694983429 0.030889590068356745 -0.0041503546597270527 0.019819583676238175 -0.033394934570884285 0.0029397353354650947 -0.0012930149202995966 -0.039707138816916315 -1.1399774064246341e-05 -0.002302986176508801 0.024721204041937433 0.0036733152614278233 0.013044738976479403 -0.0092571825993032816 0.021187081422927398 -0.012410224014081378 -0.029824467108000859 -0.0044540196201505663 -0.0028632896720662692 -0.0029741880550985542 0.00030549662912080199 0.010055410550717075 leaf_weight=21.659479178488255 7156.5716382414103 24.833572946488857 51.265125706791878 1144.8044837117195 20.50058613717556 42.18661430478096 19.981725856661797 15.868535965681074 1693.9930424541235 12.700962536036966 194.03408877551556 52.831598222255707 12.351384848356245 29.110509023070335 66.709812819957733 17.584728941321373 312509.5163504642 441.35788704454899 89.466088250279427 687.04734387993813 31.325351506471634 380.63604241609573 35.4183709025383 27.728820264339447 45.788647159934044 861.84272648394108 339.7902073264122 63.481861874461174 119.53123608231544 56.999709725379944 leaf_count=142 29782 133 220 4921 92 175 89 82 7255 95 829 242 73 126 283 96 1352278 1801 377 2906 131 1711 172 118 199 4715 1452 275 531 242 internal_value=-2.36311e-05 0.0011907 0.00135137 0.00100819 0.0087872 0.00567106 -0.00241755 0.0131614 0.00257764 -0.00132348 0.00102057 0.010398 0.00120804 -0.00788426 -0.00798322 -0.0193557 -3.64963e-05 -0.000795219 -0.000477246 0.00601984 0.0138642 -0.00384171 -0.000557975 0.00109239 -0.00116211 -0.000912002 -0.00562807 -0.0142255 -0.00697187 0.0190138 internal_weight=326267 3420.42 3395.58 3245.78 149.803 129.302 62.1683 67.1337 2100.98 406.983 301.029 106.994 54.1629 41.4619 105.954 39.2442 322847 10337 9360.04 892.567 205.52 976.944 476.776 59.0542 8467.48 8018.41 449.061 109.271 500.167 146.466 internal_count=1411543 14853 14720 14062 658 566 264 302 9141 1886 1365 536 294 199 521 238 1396690 44412 40197 3774 868 4215 1973 249 36423 34497 1926 474 2242 619 is_linear=0 shrinkage=0.03 Tree=298 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 1 2 0 0 0 2 1 0 0 1 0 0 2 0 0 0 0 2 0 0 1 1 2 3 3 split_gain=5.33067 12.7036 9.07938 15.3449 9.44769 8.32074 9.46716 15.0615 14.101 8.68557 21.7724 8.24025 13.7076 9.24841 7.02455 15.4054 19.035 21.5777 12.534 7.96978 7.11866 8.03842 6.56453 14.0146 11.2933 8.24975 6.77026 6.42975 10.4869 43.5362 threshold=112.57336044311525 78.500000000000014 65.500000000000014 50.500000000000007 2.5000000000000004 4.5000000000000009 65.889682769775405 23.500000000000004 10.500000000000002 47.500000000000007 87.134357452392592 1.0000000180025095e-35 71.500000000000014 75.500000000000014 1.0000000180025095e-35 15.500000000000002 21.500000000000004 87.134357452392592 20.500000000000004 38.500000000000007 32.500000000000007 43.500000000000007 65.889682769775405 54.500000000000007 51.500000000000007 4.5000000000000009 -3.4999999999999996 170.15808868408206 2.279500007629395 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 3 5 11 6 7 8 -1 14 -11 13 -13 -4 18 -16 -17 20 -8 -19 -18 -22 23 -5 -24 26 -26 28 29 -2 right_child=27 -3 4 22 -6 -7 9 -9 -10 10 -12 12 -14 -15 15 16 17 19 -20 -21 21 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.0027490679314959346 -0.0011276141636588459 -0.020297912172237555 0.0066657065385450362 -0.0025448944635378858 0.027372819014251086 0.011822611340851811 0.029013048942514479 0.00031732086937915895 -0.039049598789205775 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670.88942320644855 312509.60193344485 975.65101279318333 892.78208618611097 leaf_count=142 36423 133 220 1124 92 396 138 2650 96 56 344 175 89 82 89 77 123 964 2530 436 538 562 112 524 132 181 2848 1352278 4215 3774 internal_value=-2.29241e-05 0.00115545 0.00131133 0.000978241 0.00853897 0.00250139 0.00211882 -0.000806964 -0.0188971 0.00356248 0.0123088 0.00551978 -0.00234946 0.0128326 0.0029008 0.000800279 0.00150661 0.000624092 0.00529762 -0.00461555 0.00646414 0.00798937 -0.00181621 0.00136718 -0.0034376 -0.00412437 -0.00344932 -3.5403e-05 -0.000771666 -0.000463074 internal_weight=326262 3418.86 3394.2 3244.66 149.534 2100.02 2017.23 666.491 38.9981 1350.74 94.9996 128.874 62.0755 66.7988 1255.74 669.234 653.497 634.642 586.504 334.516 300.126 270.633 1144.64 386.264 758.378 732.595 701.073 322843 10333.4 9357.74 internal_count=1411543 14853 14720 14062 658 9141 8745 2888 238 5857 400 566 264 302 5457 2789 2700 2623 2668 1400 1223 1100 4921 1648 3273 3161 2980 1396690 44412 40197 is_linear=0 shrinkage=0.03 Tree=299 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 3 2 2 0 2 0 2 2 1 2 0 0 2 2 0 2 0 0 0 1 0 1 0 0 1 split_gain=5.17543 8.50002 11.7935 10.2039 7.41464 11.9893 8.17937 15.2111 7.99795 7.62049 8.08681 7.38541 21.7259 7.05585 6.14173 9.82811 6.57714 6.19023 5.9615 5.79433 4.96088 12.029 8.56268 14.4466 8.76417 7.80565 7.80065 12.9775 8.94069 6.52311 threshold=94.500000000000014 12812.083496093752 16278.651855468752 10727.411621093752 1.0000000180025095e-35 28.166500091552738 3197.024536132813 3432.9526367187505 95.500000000000014 4316.3833007812509 97.500000000000014 23778.558593750004 20995.095703125004 1.5000000000000002 37956.898437500007 96.500000000000014 97.500000000000014 94341.222656250015 32150.583984375004 95.500000000000014 112.57336044311525 78.500000000000014 65.500000000000014 50.500000000000007 2.5000000000000004 35.500000000000007 1.0000000180025095e-35 71.500000000000014 75.500000000000014 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=20 3 19 4 6 8 -2 -8 -6 -7 -11 12 -4 -10 15 18 -16 -18 -13 -3 21 22 23 25 26 29 28 -28 -24 -1 right_child=1 2 11 -5 5 9 7 -9 13 10 -12 14 -14 -15 16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0020081870315926818 -0.011103369950125957 -0.030407065436669711 -0.0068488288959161437 0.028444895054079621 -0.00091145269722429565 0.018358847374197081 0.029290397271055976 0.0017020602743784816 -0.023815192281401002 -0.015307362949702384 0.018379580028015048 0.0051652436075954175 0.042588855638830941 0.0046722426198287604 -0.0013879101514827177 -0.034208632952089833 -0.025377380365509461 -0.0062858352576711145 -0.019151953159081435 -0.0065786243754895057 -2.7753784125769493e-05 -0.019826742941488302 0.0064766244982010675 -0.001762488333938197 0.026360924622109157 0.0033228836489534327 0.0070829035887258569 -0.022402788735928634 0.032571316090190039 0.019501893449779546 leaf_weight=392.1364236921072 17.048734948039055 21.567801862955093 22.953460112214088 12.880561098456381 49.98088563233614 30.054828122258186 28.456408992409706 48.887656733393669 38.512772530317307 18.119394019246101 9.927414149045946 21.007560066878796 12.280581995844839 9.8202991336584073 486.1490481570363 14.882581174373625 18.599139295518398 85.78199465200305 15.971848256886004 15.996420025825499 321863.03617753997 24.493608266115189 51.094128102064133 1144.1780392378569 20.806530520319939 1693.3891203552485 42.291424661874771 19.688199058175087 15.372387632727621 13.112881720066069 leaf_count=1830 77 99 108 58 228 152 123 208 197 96 52 96 58 53 2104 79 98 567 73 87 1392077 133 220 4921 92 7255 175 89 82 56 internal_value=-2.22378e-05 -0.00220034 -0.0038978 0.00240362 0.00106624 -0.00294081 0.00770621 0.0118524 -0.00932585 0.00786335 -0.00338357 -0.00299077 0.0103823 -0.0180271 -0.00372426 -0.0136226 -0.00285496 -0.00968766 -0.00533764 -0.0202599 -1.56831e-05 0.00112145 0.00127272 0.000949353 0.00829849 0.00242785 0.00537262 -0.0022834 0.0125118 -0.00131217 internal_weight=326258 978.879 715.19 263.689 250.808 156.416 94.3928 77.3441 98.314 58.1016 28.0468 677.626 35.234 48.3331 642.392 51.862 590.53 104.381 36.9794 37.5642 325280 3416.56 3392.07 3242.82 149.253 2098.64 128.446 61.9796 66.4665 405.249 internal_count=1411543 4613 3369 1244 1186 778 408 331 478 300 148 3183 166 250 3017 248 2769 665 169 186 1406930 14853 14720 14062 658 9141 566 264 302 1886 is_linear=0 shrinkage=0.03 Tree=300 num_leaves=31 num_cat=0 split_feature=1 2 1 3 2 0 2 0 2 2 2 3 0 2 2 0 1 1 0 2 3 1 1 1 2 0 1 2 0 0 split_gain=6.18336 15.3883 15.514 15.187 15.9183 10.199 9.40879 10.9142 17.2844 5.89531 5.73455 7.10464 5.39014 5.58592 4.55302 7.69868 8.10958 4.84709 4.5034 7.56689 9.90688 7.66597 17.2665 6.95921 6.40172 4.47364 3.87715 17.8031 17.1108 13.5159 threshold=-30.499999999999996 2629.156860351563 -35.499999999999993 7.0125000476837167 23778.558593750004 19.500000000000004 16278.651855468752 10.500000000000002 19759.034179687504 8136.8720703125009 8492.8930664062518 3.653500080108643 35.500000000000007 3575.3942871093755 72077.554687500015 7.5000000000000009 -58.499999999999993 -54.499999999999993 94.500000000000014 4063.8671875000005 21.500000000000004 56.500000000000007 94.500000000000014 30.500000000000004 4316.3833007812509 50.500000000000007 10.500000000000002 303.00918579101568 31.500000000000004 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 5 10 6 -1 9 8 -8 -5 11 12 -3 -14 15 16 -6 -16 26 20 -20 23 -23 24 -21 -4 -2 28 -28 -29 right_child=18 3 25 4 14 -7 7 -9 -10 -11 -12 -13 13 -15 17 -17 -18 -19 19 21 -22 22 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.00994920805809546 -7.9898784416838779e-06 0.014902019740294809 0.019241589781747646 -0.016812734154348943 -0.038992567702238905 -0.023865494280219803 -0.061468876425124871 -0.00074819215826117734 -0.0084597159832952868 0.010018074729429945 0.016439643945481228 -0.016272067970436167 0.011457243085390874 -0.013893784809180265 0.029465795462499673 0.021142244253537897 -0.0001709480975878897 0.0079186919014406828 -0.0051394401525914624 -0.025680610525244892 0.0089624865681096726 0.027641684887017515 -0.028076342931856998 -0.025249416258623748 -0.0031529496255668608 -0.0057553112113722122 0.026824477656245134 0.0034578038725552262 -0.0065736490412090821 -0.00081154846095221904 leaf_weight=9.8243290334939939 318360.29821130517 55.075792673276737 17.395024396479133 11.805213164538147 5.8555788919329599 43.894900158047676 11.276906965300443 12.916240230202673 10.874357938766478 19.618463302031159 105.65322132408619 11.074543841183184 16.337098807096485 15.009209349751471 12.778374187648295 11.927708148956297 27.998540543951098 35.4982855534181 74.353774756193161 11.529252424836157 112.93687495589256 18.795590775087479 6.822533816099166 13.474205523729323 742.22773635387421 10.235000655055044 14.150667443871496 767.27330088615417 566.79426585882902 5125.0894351527095 leaf_count=100 1372725 368 105 90 81 240 82 98 90 156 674 70 97 82 575 92 286 497 348 61 521 107 168 63 3345 53 71 3280 3745 23199 internal_value=-2.40688e-05 0.00350966 -0.00828559 0.00614792 -0.000747944 -0.0176814 -0.0119832 -0.0226659 -0.035446 -6.16949e-05 0.0115977 0.00635076 0.00924976 -0.000681312 0.00719439 0.000416501 -0.00688573 0.013622 -2.88957e-05 -0.00205935 0.00336407 -0.0033405 0.012803 -0.00387954 -0.00349753 0.00998198 -2.27691e-05 -0.000749617 -0.00576014 -0.000255615 internal_weight=326259 445.049 81.3493 363.7 160.55 53.7192 66.4912 35.0675 22.1513 31.4237 203.15 97.4966 86.4221 31.3463 94.0585 45.7818 33.8541 48.2767 325814 980.14 187.291 792.849 25.6181 767.231 753.757 27.63 324834 6473.31 580.945 5892.36 internal_count=1411469 3836 498 3338 2047 340 516 270 172 246 1291 617 547 179 1531 459 367 1072 1407633 4613 869 3744 275 3469 3406 158 1403020 30295 3816 26479 is_linear=0 shrinkage=0.03 Tree=301 num_leaves=31 num_cat=0 split_feature=1 2 1 3 2 0 2 3 0 2 1 2 2 3 2 3 1 2 0 2 3 1 1 1 2 2 0 0 2 0 split_gain=5.84308 14.5004 14.4946 14.4204 14.9767 9.44764 5.49416 6.68382 5.14499 5.24879 4.78355 4.72048 17.4934 9.67295 5.52247 4.98438 5.93539 4.41907 4.23982 7.12303 9.31894 7.23364 16.3459 6.58671 6.11197 3.82458 24.8374 11.1123 9.29486 26.6002 threshold=-30.499999999999996 2629.156860351563 -35.499999999999993 7.0125000476837167 72077.554687500015 19.500000000000004 8492.8930664062518 3.653500080108643 35.500000000000007 3575.3942871093755 -54.499999999999993 18647.261718750004 16278.651855468752 8.545499801635744 8136.8720703125009 8.545499801635744 -64.499999999999986 1148.2519531250002 94.500000000000014 4063.8671875000005 21.500000000000004 56.500000000000007 94.500000000000014 30.500000000000004 4316.3833007812509 145.16793060302737 49.500000000000007 35.500000000000007 135.51687622070315 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 2 5 6 11 -1 7 8 -3 -10 -6 12 14 -14 -5 -13 -17 -4 25 20 -20 23 -23 24 -21 26 27 -2 29 -28 right_child=18 3 17 4 10 -7 -8 -9 9 -11 -12 15 13 -15 -16 16 -18 -19 19 21 -22 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.0097243228009809522 -2.9265461680790832e-05 0.014590322776819469 0.024626876967236973 -0.016129826122303084 0.029353074590477379 -0.02288768957092701 0.016094328185732358 -0.015632425997632052 0.01118449905771708 -0.013382283753677945 0.0077241096950085419 0.0231785313893366 -0.015446376554242707 -0.059218795544357966 0.0097841783028913536 -0.029756839874115693 -0.0004581169709655752 1.3885225302646682e-05 -0.0049887482832812234 -0.025190443772557931 0.0086900871527137609 0.026779528376456068 -0.02790326540617272 -0.024600955796267848 -0.0030587365691866946 -3.7135318899059052e-05 -0.0055403344835938829 0.0036448759071727307 0.00065420007598392376 0.001632504534810234 leaf_weight=9.7511061578989011 1084.0175453573465 54.572532219346613 10.856237173080446 11.933863516896965 12.447621669620274 44.389323800802231 104.69713542610407 11.18020750582218 16.234997175633911 15.113779604434965 35.303756270091981 6.7204309105873099 9.2130444273352641 8.9647643361240608 19.486853261478245 7.1205014213919631 49.366527889855206 16.609529547393322 74.302524097263813 11.402915492653845 112.98198468983173 18.818328412249688 6.6613475605845442 13.415391013026236 742.13814434036613 318034.51239633095 1106.4934304952621 2340.302187807858 1462.5695394724607 802.99854677170515 leaf_count=100 4775 368 65 90 575 240 674 70 97 82 497 52 67 61 156 83 466 93 348 61 521 107 168 63 3345 1373664 4771 10024 6303 3483 internal_value=-2.33439e-05 0.00341598 -0.00800871 0.00598894 -0.000720506 -0.017014 0.0113272 0.00618714 0.00902633 -0.000659566 0.0133623 -0.00668181 -0.0136097 -0.0370337 -5.81876e-05 -0.00124557 -0.00415138 0.00974252 -2.80305e-05 -0.00199859 0.0032632 -0.00324216 0.0124834 -0.0037646 -0.00339364 -2.20871e-05 0.000682092 0.00248177 -0.00114548 -0.00252394 internal_weight=326255 443.962 81.6062 362.356 160.557 54.1404 201.799 97.1015 85.9213 31.3488 47.7514 112.806 49.5985 18.1778 31.4207 63.2075 56.487 27.4658 325811 979.721 187.285 792.436 25.4797 766.956 753.541 324831 6796.38 3424.32 3372.06 1909.49 internal_count=1411469 3836 498 3338 2047 340 1291 617 547 179 1072 975 374 128 246 601 549 158 1407633 4613 869 3744 275 3469 3406 1403020 29356 14799 14557 8254 is_linear=0 shrinkage=0.03 Tree=302 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 0 1 1 2 2 3 2 0 1 2 2 0 0 1 3 2 2 3 0 0 2 0 2 2 3 split_gain=5.52049 13.6642 13.6919 14.1646 13.5485 8.75991 5.3017 4.71881 4.38319 15.9555 8.52498 5.17504 4.74545 5.43027 4.24156 4.0738 40.3872 30.3838 35.005 22.2951 34.5035 28.461 58.7675 51.6092 40.1937 32.7955 77.0461 39.6244 26.3363 25.5105 threshold=-30.499999999999996 2629.156860351563 7.0125000476837167 72077.554687500015 -35.499999999999993 19.500000000000004 -35.499999999999993 -54.499999999999993 18647.261718750004 16278.651855468752 8.545499801635744 8136.8720703125009 10.500000000000002 -64.499999999999986 1148.2519531250002 79088.097656250015 60.500000000000007 1.5000000000000002 1.0000000180025095e-35 40.666500091552741 45803.917968750007 52584.906250000007 21.500000000000004 91.500000000000014 87.500000000000014 72077.554687500015 3.5000000000000004 65292.480468750007 56351.945312500007 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 4 6 8 5 -1 -3 -5 9 11 -11 -4 13 -10 -6 19 17 18 -17 21 -21 -2 23 24 29 26 27 -24 -22 -23 right_child=15 2 3 7 14 -7 -8 -9 12 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 28 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0095030759479006084 -2.8600230395346201e-05 0.015428020604234531 -0.015482743755533464 0.029240262738388263 0.024229498324684372 -0.021964521956406628 0.0056105021156319023 0.0075333765398283032 -0.0281810378841366 -0.01483343894255186 -0.055472694210604911 0.0095544638068882151 0.022830676445156076 -0.00044422254540499642 1.3468741218146399e-05 0.01524512134469236 0.0028129048778773496 -0.0010765011810517919 -0.0062908128266257928 -0.00080523635697000626 -0.015206482801361217 0.0030344033047769283 -0.0084589802866198854 -0.027118644855781811 0.013476363027335982 0.013522035583830479 0.010952888620010648 0.004284222331887683 -0.001236042351320563 -0.001058671886440954 leaf_weight=9.6798778474330884 292690.83596276352 111.3189615663141 12.057712096720936 12.125643342733381 10.705554641783239 44.859988935291767 89.154121396131814 35.114575151819736 7.2904155999422064 9.304499603807928 9.278040115721522 19.358677457086742 6.6196764037013045 49.383023655042052 16.609410718083382 212.41057643666863 3010.2015743004158 18956.424589037895 99.862934365868568 1431.7960465028882 317.61614946275949 1958.5958387255669 428.72067129611969 61.058343753218651 210.92787046730518 425.08819881826639 795.98224303126335 450.23746671527624 196.6265229806304 4563.7024235725403 leaf_count=100 1246653 780 90 575 65 240 511 497 83 67 61 156 52 466 93 11070 13454 81953 563 10629 2062 8021 2023 255 903 3057 4465 2475 1375 18675 internal_value=-2.26405e-05 0.00332456 0.00583382 -0.000695118 -0.00774207 -0.0163796 0.011062 0.0131051 -0.0064495 -0.0130887 -0.0351241 -5.48976e-05 -0.00120482 -0.00401226 0.00950446 -2.71902e-05 -0.000418746 -0.000923602 0.00835808 1.54958e-06 -0.00319922 2.22032e-05 0.00169402 0.000338288 0.000587274 0.00608027 0.0041916 -0.0019314 -0.00986473 0.000170447 internal_weight=326253 442.86 361.005 160.532 81.8548 54.5399 200.473 47.2402 113.292 49.9989 18.5825 31.4164 63.2931 56.6734 27.315 325810 22278.9 19268.7 312.274 303531 1946.04 301585 8894.31 6794.28 6733.23 2100.03 1674.94 878.958 514.243 6522.3 internal_count=1411469 3836 3338 2047 498 340 1291 1072 975 374 128 246 601 549 158 1407633 107040 93586 11633 1300593 14066 1286527 39874 27854 27599 12020 8963 4498 3437 26696 is_linear=0 shrinkage=0.03 Tree=303 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 0 2 0 2 2 3 0 2 2 0 2 3 1 1 1 2 0 2 0 1 1 1 2 0 0 split_gain=5.21489 12.8773 12.999 13.436 12.6698 8.12932 7.55723 8.7036 12.566 5.26923 6.32479 4.9201 4.97278 4.85105 4.19325 6.83926 8.77291 6.80826 15.4756 6.24649 5.8031 4.19202 3.90036 7.09611 6.5686 4.65296 3.66548 16.8447 16.0143 12.7704 threshold=-30.499999999999996 2629.156860351563 7.0125000476837167 23778.558593750004 -35.499999999999993 19.500000000000004 16278.651855468752 10.500000000000002 19759.034179687504 8492.8930664062518 3.653500080108643 35.500000000000007 3575.3942871093755 8136.8720703125009 94.500000000000014 4063.8671875000005 21.500000000000004 56.500000000000007 94.500000000000014 30.500000000000004 4316.3833007812509 50.500000000000007 72077.554687500015 7.5000000000000009 -58.499999999999993 -54.499999999999993 10.500000000000002 303.00918579101568 31.500000000000004 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 4 9 6 5 -1 13 8 -8 10 11 -3 -13 -4 26 16 -16 19 -19 20 -17 -6 23 24 -5 -24 -2 28 -28 -29 right_child=14 2 3 22 21 -7 7 -9 -10 -11 -12 12 -14 -15 15 17 -18 18 -20 -21 -22 -23 25 -25 -26 -27 27 29 -30 -31 leaf_value=0.0092854639608372751 -6.091751035008911e-06 0.014050670587902735 -0.014868912571141811 -0.034130829043742469 0.018410304827160637 -0.021091571077653727 -0.051906364368339494 -0.00045920994365970553 -0.0078134087670939656 0.015514746374082924 -0.015427313402308367 0.010702181873280451 -0.01326646694754155 0.009328902133749796 -0.0048415785091707186 -0.024709017231586826 0.0084323157446770589 0.025877622100766811 -0.027747497625420895 -0.024045432680420219 -0.0030262874430709869 -0.005925040262318158 0.029127279478557384 0.020688358098357992 -0.0001386233315248859 0.0073464558796990723 0.025736147959073925 0.0033617415899186557 -0.0064050141157105589 -0.00078805162259532253 leaf_weight=9.6105957031249982 318347.43353580777 53.698499305872247 12.176962293684484 6.259136706590648 16.964726015925411 45.308170214295387 12.326535702683033 12.986734472215174 11.015231531113384 103.05514707416296 11.212410837411879 16.051266551017765 15.136767119169233 19.233861888758838 74.251897759735584 11.277851760387419 113.01943130791187 18.836146557703618 6.5199625305831423 13.359911039471625 741.98573003709316 10.201850131154059 11.812235383316873 11.728940598666666 28.021414546296004 34.930609790608287 14.305220395326613 767.35696801543236 564.54672018438578 5124.1965536698699 leaf_count=100 1372725 368 90 81 105 240 82 98 90 674 70 97 82 156 348 61 521 107 168 63 3345 53 575 92 286 497 71 3280 3745 23199 internal_value=-2.19522e-05 0.00323545 0.00568253 -0.000670877 -0.00748614 -0.0157757 -0.010828 -0.0201455 -0.0310984 0.0108025 0.00574923 0.00854637 -0.000930737 -5.18093e-05 -2.63688e-05 -0.00198655 0.0031693 -0.0032057 0.0120887 -0.00371156 -0.00335092 0.00927167 0.00674714 0.000546378 -0.00634511 0.0128506 -2.04593e-05 -0.000727349 -0.00561071 -0.000247554 internal_weight=326239 441.731 359.646 160.492 82.0853 54.9188 67.7393 36.3285 23.3418 199.154 96.0989 84.8865 31.188 31.4108 325797 979.251 187.271 791.98 25.3561 766.623 753.264 27.1666 92.7523 46.0095 34.2806 46.7428 324818 6470.41 578.852 5891.55 internal_count=1411469 3836 3338 2047 498 340 516 270 172 1291 617 547 179 246 1407633 4613 869 3744 275 3469 3406 158 1531 459 367 1072 1403020 30295 3816 26479 is_linear=0 shrinkage=0.03 Tree=304 num_leaves=31 num_cat=0 split_feature=1 2 0 1 1 2 0 2 3 1 1 1 2 2 0 0 2 1 2 0 2 2 2 0 2 2 0 0 2 0 split_gain=4.94205 6.75414 7.57344 5.48472 4.22236 4.19875 3.95976 6.43814 8.25275 6.43542 14.1428 7.07525 4.69285 18.3789 14.6084 5.51079 6.83789 5.4045 7.71021 5.35167 5.21349 4.78017 17.8807 4.2495 4.01438 3.62194 23.4472 10.3939 8.96431 12.8389 threshold=-54.499999999999993 84498.644531250015 10.500000000000002 -61.499999999999993 -79.499999999999986 12538.349609375002 94.500000000000014 4063.8671875000005 21.500000000000004 50.500000000000007 94.500000000000014 30.500000000000004 20995.095703125004 23778.558593750004 97.500000000000014 97.500000000000014 45803.917968750007 1.0000000180025095e-35 99998.222656250015 96.500000000000014 32150.583984375004 8492.8930664062518 12812.083496093752 95.500000000000014 4973.6452636718759 145.16793060302737 49.500000000000007 35.500000000000007 161.9395446777344 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 2 3 4 -1 -4 25 8 -8 11 -11 12 14 -14 21 16 19 -17 -19 20 -15 24 -23 -22 -9 26 27 -2 29 -27 right_child=6 -3 5 -5 -6 -7 7 9 -10 10 -12 -13 13 15 -16 17 -18 18 -20 -21 23 22 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=0.0024095259832818145 -1.1052398082850292e-05 0.02941804084677575 -0.0011766794969136191 0.013746382816748278 -0.032684572245338266 0.03062639323543535 -0.0046995059731615527 -0.01424978438755652 0.0081766089996934757 0.023710844078148084 -0.027573918233128474 -0.026494300119794822 0.034040626268819679 0.0074278952887187081 0.02029544722509501 0.0025221937381467358 -1.055756737257188e-05 -0.030913807899951368 -0.0080291788901014662 -0.023278036384471398 -0.01508895356843078 0.016339018262324253 -0.016019211600606348 0.0046805364827605615 -0.035283777375532809 -0.0016125593924638624 -0.0011076705942421146 0.0035416831488762368 -1.2259499360995861e-05 0.0078948618928331629 leaf_weight=4.8108714856207362 1084.6105916202068 11.726053405553101 6.0098741576075545 6.3488521948456791 8.6035337876528484 9.8753277584910375 74.20249205082655 28.949433088302612 113.05668391287327 20.177652966231111 6.3664998691529027 11.974409133195875 12.376349583268164 20.646772965788841 14.313882224261759 24.993679404258728 417.74077078700066 17.610015597194433 53.518958613276482 18.85249650478363 40.572110936045647 20.86690491437912 58.338605791330338 12.896062046289442 11.374812707304953 4496.5728804692626 3371.5203284621239 2340.3159154206514 313783.83746125852 131.5741763561964 leaf_count=53 4779 558 62 95 102 105 348 154 521 113 168 57 58 93 82 109 1779 94 293 95 172 95 272 55 55 19427 14557 10025 1356527 566 internal_value=-2.12916e-05 0.00966753 0.00317088 -0.00922607 -0.0200986 0.0185943 -2.26988e-05 -0.00192794 0.00307438 -0.00311132 0.0114104 -0.00361518 -0.00325138 -0.00215032 -0.00834524 -0.00288844 -0.00164816 -0.00947817 -0.0136949 -0.00900656 -0.00537635 -0.011775 -0.00749435 -0.0103207 -0.0201831 -1.69643e-05 0.00066831 0.0024166 -3.15913e-05 -0.00134227 internal_weight=326235 47.3745 35.6485 19.7633 13.4144 15.8852 326187 978.829 187.259 791.569 26.5442 765.025 753.051 619.207 133.844 606.831 510.708 96.1227 71.129 92.9674 74.1149 119.53 79.2055 53.4682 40.3242 325208 6796.45 3424.93 318412 4628.15 internal_count=1411469 975 417 250 155 167 1410494 4613 869 3744 281 3463 3406 2748 658 2690 2194 496 387 415 320 576 367 227 209 1405881 29361 14804 1376520 19993 is_linear=0 shrinkage=0.03 Tree=305 num_leaves=31 num_cat=0 split_feature=0 1 1 3 2 2 0 2 2 1 0 2 0 1 0 2 0 2 3 2 0 3 1 1 1 0 2 1 0 2 split_gain=6.29083 5.83421 4.05735 27.4549 34.1306 29.4358 36.8377 29.9217 29.3268 18.4196 14.5982 19.2844 38.8664 34.1163 20.7688 14.0601 13.7258 21.1742 13.183 17.7516 30.3193 13.9071 13.4863 13.0853 15.8115 12.4331 10.8887 32.3196 16.6362 16.4612 threshold=98.500000000000014 1.0000000180025095e-35 -7.4999999999999991 1.8174999952316286 99998.222656250015 3645.8532714843755 50.500000000000007 1750.7693481445315 8492.8930664062518 -32.499999999999993 12.500000000000002 8871.7465820312518 70.500000000000014 -34.499999999999993 16.500000000000004 999.28067016601574 32.500000000000007 10727.411621093752 3.8810000419616704 3432.9526367187505 65.500000000000014 2.1755000352859502 -17.499999999999996 -10.499999999999998 -34.499999999999993 46.500000000000007 4685.5603027343759 -10.499999999999998 55.500000000000007 3827.414184570313 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=2 -2 3 5 10 6 7 15 26 -8 23 18 13 -13 -15 -1 -16 -18 19 21 -21 -12 -23 24 -5 -9 29 -28 -29 -7 right_child=1 -3 -4 4 -6 8 9 25 -10 -11 11 12 -14 14 16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00507159573813555 0.0071317273849451366 -0.019785357881446742 5.6818634986918888e-06 -0.0063812618383890943 0.0081606577983843465 -0.0053317100751956656 -0.02472893632609684 0.015016654694539519 0.0042350284247835886 0.00041671581992831151 -0.0078437355576183587 0.0176422332168659 0.017336936593466898 0.0012995578731850495 -0.0097392829518382334 -0.008908610035723151 -0.039158634680248376 0.0025890317234816755 -0.0048849132740825529 0.0058624048361452571 -0.010918718262272665 0.0090175240553107758 -0.0020100727591002595 -0.0036928055979373875 0.0064007542998018863 0.0055112053027399381 0.0069539282323187205 -0.024294564759577589 0.010508102074504127 0.010596966971303783 leaf_weight=572.02109184861183 9.9708896577358228 26.530137442983687 318046.70412354008 103.87879442446865 363.82079157652333 368.7519266307354 27.346270501613617 486.92433309555054 534.98362653702497 635.36629015207291 275.41110842674971 53.589427970349789 68.124475292861462 239.19685587286949 994.15149734914303 73.007947087287903 11.775219455361364 153.08626925945282 471.74138426035643 774.0182323679328 110.7658556252718 126.09766886383295 478.77734199166298 255.17419339274056 539.23301896988414 166.08711478114128 57.552125051617622 108.13617739081383 13.956953614950178 69.37652362883091 leaf_count=2800 41 354 1367902 985 3152 1761 128 2769 2487 3172 1316 383 347 1177 4207 378 51 687 2361 4077 512 676 2235 1440 3740 933 249 452 63 348 internal_value=2.12073e-05 -0.0124325 2.2601e-05 0.000684287 -0.000688637 0.00289738 0.005134 0.00807215 -0.000906933 -0.000620898 -0.00138027 -0.00220178 -0.00480927 -0.00584846 -0.00674879 0.00348924 -0.00840981 -0.000392792 -0.000429973 0.000760676 0.00376158 -0.00225556 0.000288839 0.00205537 0.00433614 0.012599 -0.0053598 -0.0115797 -0.0203161 -0.00280944 internal_weight=326216 36.501 326179 8132.35 5018.84 3113.51 1960.75 1298.04 1152.76 662.713 4655.02 3756.74 1519.92 1451.8 1398.21 645.029 1159.01 164.861 2236.81 1765.07 884.784 880.286 604.875 898.286 643.112 653.011 617.774 179.645 122.093 438.128 internal_count=1411183 395 1410788 42886 27346 15540 10180 6880 5360 3300 24194 18029 6852 6505 6122 3178 4945 738 11177 8816 4589 4227 2911 6165 4725 3702 2873 764 515 2109 is_linear=0 shrinkage=0.03 Tree=306 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 3 1 2 0 3 1 2 2 0 2 0 2 2 3 0 2 2 2 2 3 3 3 2 2 1 split_gain=5.98767 5.58842 4.03857 35.6373 38.3179 36.4505 24.5848 24.2877 42.5976 19.2905 49.0757 45.5668 31.2247 53.121 40.053 82.1001 38.4708 35.4522 31.2264 48.2939 34.4846 30.6784 48.6253 29.4439 27.1076 34.3553 31.8673 30.4021 25.595 39.0231 threshold=98.500000000000014 1.0000000180025095e-35 79088.097656250015 21.500000000000004 7.5000000000000009 1.532000005245209 -12.499999999999998 99998.222656250015 2.5000000000000004 40.666500091552741 1.0000000180025095e-35 50250.322265625007 52584.906250000007 4.5000000000000009 72077.554687500015 3.5000000000000004 61805.615234375007 58553.552734375007 9.5555000305175799 87.500000000000014 75302.914062500015 2808.646850585938 6496.4731445312509 54578.230468750007 2.6375000476837163 1.4100000262260439 5.4584999084472665 68839.980468750015 58553.552734375007 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 9 4 6 -5 -4 -8 -9 12 -11 21 -1 14 15 16 17 -14 19 24 -20 -12 -23 -13 25 -15 -26 -28 -17 -30 right_child=1 -3 3 5 -6 -7 7 8 -10 10 11 23 13 18 -16 28 -18 -19 20 -21 -22 22 -24 -25 26 -27 27 -29 29 -31 leaf_value=1.6446210153476196e-05 0.0069254484078421349 -0.019482623024201624 0.013697774588887126 -0.0073399984629213336 -0.0027631572564942664 0.0025148534975112792 -0.0036231548905231647 0.0036797618937724806 -0.00084015559550459906 0.002820187586509473 -0.031487407162895636 -0.031807212230014349 -0.0029610226873004629 -0.0083768635169459704 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24103 25382 7197 181 482 992 791 3095 3970 2999 566 2081 673 359 486 4535 1229 10847 7209 4254 1907 154 256 internal_value=2.05803e-05 -0.0121966 2.19325e-05 -0.000367535 -0.00102435 0.00182006 0.000130906 -2.72076e-05 0.000568988 5.05448e-05 -0.00292921 -0.00688332 6.97203e-05 0.00181696 0.00601545 0.00391644 -0.00229533 -0.0104793 0.000542215 0.00115129 -0.00619143 -0.00322397 -0.00205636 -0.0166187 0.000731647 0.00364788 -0.000633552 0.00286069 0.0110877 -0.00436079 internal_weight=326208 36.1001 326172 22322.3 17167.8 5154.54 10314.7 10195.9 8745.88 303849 1942.85 1151.15 301906 8932.9 2080.52 1658.73 888.825 326.849 6852.38 6283.98 568.404 836.666 803.473 314.486 6127.96 1953.99 4173.96 1503.09 769.903 85.769 internal_count=1411183 395 1410788 107897 85857 22040 57969 56122 49485 1302891 14110 6913 1288781 40153 12032 8937 4557 1558 28121 25681 2440 5202 5021 1711 25008 8000 17008 6161 4380 410 is_linear=0 shrinkage=0.03 Tree=307 num_leaves=31 num_cat=0 split_feature=0 0 2 0 0 3 1 0 2 1 0 3 1 2 2 2 2 0 2 0 2 2 0 0 0 2 3 3 2 1 split_gain=5.69826 5.36353 3.80077 33.5422 36.3221 34.3115 25.1065 19.7072 37.9616 18.5647 18.2924 18.2102 46.362 43.3845 29.4341 45.6885 29.4172 50.2588 38.2356 77.7261 36.1304 33.1465 30.0858 30.1942 36.0583 28.6486 28.3921 32.3246 24.3355 36.0871 threshold=98.500000000000014 99.500000000000014 79088.097656250015 21.500000000000004 9.5000000000000018 1.532000005245209 -12.499999999999998 1.5000000000000002 99998.222656250015 1.0000000180025095e-35 44.500000000000007 40.666500091552741 1.0000000180025095e-35 50250.322265625007 2808.646850585938 6496.4731445312509 52584.906250000007 4.5000000000000009 72077.554687500015 3.5000000000000004 61805.615234375007 58553.552734375007 5.5000000000000009 91.500000000000014 87.500000000000014 54578.230468750007 2.6375000476837163 1.4100000262260439 58553.552734375007 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 11 4 6 10 -4 8 -8 -10 -5 16 -13 14 -14 -16 -1 18 19 20 21 -18 -19 24 26 -15 27 -24 -21 -30 right_child=1 -3 3 5 -6 -7 7 -9 9 -11 -12 12 13 25 15 -17 17 22 -20 28 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=1.5952783926566733e-05 -0.0062608765820855545 -0.035668833338069486 0.01254169816385651 -0.017741393636132106 -0.0030387380145110152 0.0024401240161075824 -0.026451786641157136 -0.00041744739639943752 0.015613257953647298 -0.0012967691007792622 -0.0028547767139889689 0.002740570240454843 -0.03105529392780829 -0.031376714112165249 0.015450475507052542 -0.0049365490843725829 -0.0028705761372393697 -0.025111626813898204 0.013961652612645417 0.012717656380882314 0.0023928161099458561 -0.022668447793465774 -0.0081237908915517548 -0.016547112932096118 0.013039344271722385 -0.010785833467882424 -0.00078455664021842759 0.004815428271613866 -0.033297608228147368 0.008754079058231154 leaf_weight=292973.54365863162 28.784410359337926 6.9243939965963355 140.53947823308408 104.15637862682343 5371.3808090165257 4789.7432698272169 27.342946793884039 11342.375415503979 196.48412894550711 83.161315560340881 259.05866561830044 790.27533145621419 32.653224974870682 82.754782296717167 115.59191881120205 686.47944513708353 207.10908975452185 40.948919638991356 418.22622399777174 679.68770029768348 561.4615231230855 120.3301765024662 192.78596910834312 90.350722044706345 213.634964838624 229.358025200665 4552.9310607090592 1761.0599912777543 26.551285646855831 59.581085368990898 leaf_count=1248628 343 52 1964 439 21868 20508 308 50641 10652 424 1093 7197 181 482 486 4535 992 187 3095 3970 2999 566 791 383 920 1229 18631 7209 154 256 internal_value=1.99691e-05 -0.0119635 2.12811e-05 -0.000356619 -0.000993971 0.001766 -6.23919e-05 -0.000214449 0.00728577 0.0105845 -0.0071237 4.90348e-05 -0.00285039 -0.00670307 -0.0031351 -0.00199844 6.76388e-05 0.00176436 0.00585731 0.00380896 -0.00222606 -0.0101461 0.000526058 0.000680201 0.000911809 -0.0162454 0.00051363 0.00353872 0.0108139 -0.00420883 internal_weight=326185 35.7088 326150 22314.2 17161.3 5152.96 11789.9 11649.4 306.988 279.645 363.215 303835 1937.11 1146.84 834.725 802.071 301898 8924.66 2072.95 1654.72 888.901 327.439 6851.71 6810.76 6720.41 312.113 6506.78 1953.85 765.82 86.1324 internal_count=1411183 395 1410788 107897 85857 22040 63989 62025 11384 11076 1532 1302891 14110 6913 5202 5021 1288781 40153 12032 8937 4557 1558 28121 27934 27551 1711 26631 8000 4380 410 is_linear=0 shrinkage=0.03 Tree=308 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 3 2 2 2 1 0 3 1 2 2 3 1 1 0 2 1 1 3 2 0 1 0 3 2 2 split_gain=5.40168 5.32064 3.68839 8.88226 11.32 6.82042 8.46653 6.57659 8.80459 4.98428 4.52281 12.9551 8.50731 5.43751 20.8127 9.7121 4.50964 4.30455 6.80549 4.13344 5.50278 4.02171 22.7863 19.8272 24.3477 30.8204 18.3423 18.2116 27.4302 16.9078 threshold=98.500000000000014 1.0000000180025095e-35 42.500000000000007 28052.395507812504 74.500000000000014 1.0619999766349795 1268.2044067382815 9759.5722656250018 2534.145385742188 92.500000000000014 61.500000000000007 1.2994999885559084 63.500000000000007 2966.459106445313 10727.411621093752 1.1054999828338625 68.500000000000014 82.500000000000014 90.500000000000014 8871.7465820312518 54.500000000000007 10.500000000000002 7.7119998931884775 2320.079467773438 21.500000000000004 19.500000000000004 70.500000000000014 1.247500002384186 2855.797973632813 6643.0878906250009 decision_type=2 2 2 2 2 2 2 2 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 21 4 5 7 -7 8 -4 16 11 13 19 15 -15 -8 -5 18 -18 20 -12 -1 23 26 -25 27 -23 28 -26 -30 right_child=1 -3 3 9 -6 6 10 -9 -10 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=3.0755436103522753e-05 0.0069062234044303325 -0.018951415040915919 0.013900893272445156 0.0067295861562653644 -0.0085354782055889634 0.022502115609029733 -0.0098280492070378627 0.028367433004700779 -0.015104707721452703 -0.0094898208583653627 0.003885495448845954 -0.011923730795282278 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leaf_count=1380019 41 354 152 204 409 69 67 66 55 109 117 324 150 112 128 181 64 58 66 76 146 8319 607 2274 471 7003 510 7454 1047 531 internal_value=1.93763e-05 -0.0116891 2.06493e-05 0.00238653 0.000768355 0.00297682 0.00125093 0.0118526 0.00635851 0.0107317 0.00018213 -0.00258505 0.00478743 0.00367242 -0.0028906 0.00991365 0.013039 0.0204931 0.0272524 0.0101119 0.0136843 1.63471e-05 -0.000755335 -0.000473662 0.00058057 -0.000291456 -0.00337593 -0.00269727 0.00307192 -0.00194681 internal_weight=326164 35.459 326129 591.977 495.832 400.714 335.48 65.2338 48.9495 96.1445 319.415 199.526 119.889 119.473 58.2351 61.2376 86.2978 39.5604 26.9752 83.0304 64.6235 325537 5966.81 5832.18 4278.16 3725.12 1554.02 2095.95 398.759 283.443 internal_count=1411183 395 1410788 2553 2052 1643 1370 273 207 501 1301 812 489 488 240 248 392 188 130 339 263 1408235 28216 27609 18780 16506 8829 9503 2049 1578 is_linear=0 shrinkage=0.03 Tree=309 num_leaves=31 num_cat=0 split_feature=0 3 1 3 2 0 2 2 2 2 1 1 2 0 2 0 1 1 2 1 2 0 0 2 1 3 2 3 0 2 split_gain=5.13926 5.22783 3.67744 26.2912 31.6583 32.7703 30.8869 29.3023 25.8563 18.6351 17.7967 12.8131 17.9591 22.1232 20.3425 13.8427 12.5625 10.9369 10.4916 29.1728 16.2209 18.491 15.0301 9.86841 12.3016 13.3699 13.0381 10.3999 9.87232 12.7657 threshold=98.500000000000014 74.000000000000014 -7.4999999999999991 1.7404999732971194 3645.8532714843755 50.500000000000007 99998.222656250015 8492.8930664062518 1681.4685058593752 999.28067016601574 -32.499999999999993 -18.499999999999996 32150.583984375004 71.500000000000014 54578.230468750007 16.500000000000004 -16.499999999999996 -10.499999999999998 4685.5603027343759 -10.499999999999998 3827.414184570313 52.500000000000007 43.500000000000007 370.10404968261724 -8.4999999999999982 7.7119998931884775 3673.1176757812505 2.5095000267028813 63.500000000000007 263.91864013671881 decision_type=2 2 2 2 2 2 2 2 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 8 11 18 9 -1 -7 -5 23 14 15 -14 -10 -18 20 -20 21 -6 -21 28 25 27 -27 -25 -13 -30 right_child=1 -3 -4 6 7 10 -8 -9 16 -11 -12 12 13 -15 -16 -17 17 -19 19 22 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.0053732559525488379 -0.035367809738758714 -0.0058525805917270073 3.9293948664473789e-06 0.0014938504776031369 -0.0013272538458907099 -0.023777337941518227 0.0078373562444939947 0.0041681177192971746 0.0017500566770573139 -0.012651425486543152 0.00085019157362337355 -0.0095844816316710182 -0.0047197368958845137 0.020131919347721846 -0.00092310116883761735 -0.017170503587809263 0.018967118558842141 0.010393255797415202 0.0066286698818436105 -0.030727892196741706 0.013575183069207939 -0.017111041509263111 -0.0091769293871760051 0.00036975750461569457 0.003237356762387315 -0.0040399138519830952 0.0099485917833164843 -0.0041241392314718406 -0.019050946727811591 0.015792621573359245 leaf_weight=533.21270610392094 6.6684643775224677 28.415074200369418 318001.77335253265 1159.7445773303043 255.61379460990429 27.58591815829277 361.18048703251407 481.26726017892361 86.875841744244099 57.156173527240753 618.58200854063034 211.02387249469757 126.04310755804181 26.000219509005547 215.19225965999067 221.76328836381435 232.4718771725893 315.79752130806446 51.452575713396072 61.274132415652275 45.642516478896141 90.434230506420135 55.511221677064896 722.96673746779561 570.83594004809856 95.369714314118028 161.54546583257616 1291.2643202841282 13.30073721706867 32.800441429018974 leaf_count=2626 52 343 1367902 7275 1223 128 3154 2257 531 295 3093 968 752 128 1153 907 1324 1773 223 249 228 419 242 3452 2727 604 918 6024 62 151 internal_value=1.87939e-05 -0.0114627 2.00291e-05 0.000650389 0.00293291 0.00526558 -0.000625992 -0.00126037 0.00814801 0.00362821 -0.000201196 -0.00125654 -0.00212141 -0.00692342 -0.00817288 -0.0126584 0.0123492 0.0140287 -0.00592624 -0.0121922 -0.00323491 -0.0054521 -0.0204841 -0.00120877 -0.000699571 -0.00168909 0.00475591 -0.00251115 -0.00683691 0.00573984 internal_weight=326159 35.0835 326124 8121.91 2912.88 1871.68 5209.03 1041.2 1225.51 590.369 646.168 4847.85 3688.11 588.999 562.999 347.806 635.145 548.269 559.928 168.238 391.691 346.048 116.785 3099.11 2841.98 2271.15 256.915 2014.23 257.125 46.1012 internal_count=1411183 395 1410788 42886 14611 9770 28275 4841 6549 2921 3221 25121 17846 2940 2812 1659 3628 3097 2584 714 1870 1642 491 14906 13725 10998 1522 9476 1181 213 is_linear=0 shrinkage=0.03 Tree=310 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 3 2 2 2 2 0 0 2 2 2 2 2 0 2 2 0 1 1 2 1 2 0 2 2 1 split_gain=4.70808 21.0922 49.4278 52.3374 47.5956 46.0003 38.7188 35.7295 34.1289 44.3817 29.3944 36.8746 69.0891 58.2796 29.2075 27.8556 40.2493 25.1353 23.8274 30.3734 21.6026 17.687 16.9518 16.8212 16.7404 15.6242 30.6107 17.4161 16.8293 15.5916 threshold=68.500000000000014 4316.3833007812509 12812.083496093752 77.500000000000014 8492.8930664062518 2.9229999780654912 56351.945312500007 4063.8671875000005 1499.682556152344 3827.414184570313 88.500000000000014 76.500000000000014 16701.354492187504 27132.552734375004 912.96624755859386 25386.748046875004 18122.241210937504 70.500000000000014 5186.7373046875009 8322.3417968750018 90.500000000000014 19.500000000000004 -11.499999999999998 1019.5778808593751 9.5000000000000018 6336.3120117187509 73.500000000000014 5311.5163574218759 5540.9907226562509 -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 3 18 24 8 10 20 14 -10 11 12 -4 -14 -2 16 -13 -11 21 25 -7 -3 -15 -16 -5 26 28 -28 -20 -12 right_child=1 2 6 4 -6 7 -8 -9 9 17 29 15 13 22 23 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=6.5228334721012239e-05 -0.0031498506695930586 0.0011282615240743852 -0.018441179712078912 -0.0037235811444480201 0.0029677546771053405 -7.2367916356299753e-05 0.0012439885690504373 -0.018214306587012466 -0.010287638553043271 0.012663825509605839 0.0091357388716840505 0.0015833539173268317 0.0049881053230140682 0.028237422129392401 0.019363968975652592 0.0041687061554039834 -0.012131715812530679 -0.0069385007241749373 0.0039110927325596663 -0.0034218206939488974 0.0059501747887764876 -0.026801325431222052 -0.0065970404285465717 0.0026600486943885097 -0.021022947579922201 0.010398743298270893 0.019031566816708624 -0.0020125535899101592 0.012302942311355565 -0.0077593645073005058 leaf_weight=297944.66840826627 2898.1749829947948 759.91813771426678 272.73296099901199 1424.267553165555 1761.4585954621434 7047.942831069231 3890.8563499916345 94.095592245459557 1079.6597820296884 133.29344679415226 51.509705245494843 601.52477872371674 646.18841671198606 12.710017725825308 62.240955725312233 1232.9717738628387 283.26347909867764 105.44447769224644 370.0760744959116 257.71325975656509 580.15321445465088 20.969534441828728 1166.3669189959764 423.01786030828953 52.188793241977692 948.77342095971107 38.259099140763283 472.67479446530342 513.5161290615797 1077.6646201685071 leaf_count=1292332 12264 3088 1103 5855 7219 30170 17177 400 4614 540 220 2448 2631 87 258 5085 1152 428 1506 1040 2584 85 4768 1765 216 3867 155 1919 2092 4574 internal_value=3.01165e-05 -0.000339811 0.000385435 0.00236391 -0.000362258 -0.00126537 -0.00103265 0.000159033 -0.00360479 -0.00769932 -0.00268993 -0.00153853 -0.00435746 -0.00225305 -0.0020093 0.00125409 -0.0028075 0.00400598 0.004974 0.00635376 0.000385675 0.000378256 -0.00622154 0.00480255 -0.00433507 0.00742887 0.00540829 -0.000436755 0.00878817 -0.00698866 internal_weight=326224 28279.6 15855.6 6619.82 3237.91 12424 9235.79 7722.19 4701.83 1318.4 5344.93 4215.76 2098 1825.27 3383.43 2117.76 884.788 238.738 3381.9 2601.01 7628.1 780.888 1179.08 485.259 1476.46 2343.3 1394.53 510.934 883.592 1129.17 internal_count=1411642 119310 66287 27042 13290 53023 39245 33154 19869 5582 22068 17274 8589 7486 14287 8685 3600 968 13752 10579 32754 3173 4855 2023 6071 9539 5672 2074 3598 4794 is_linear=0 shrinkage=0.03 Tree=311 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 3 2 2 2 2 0 0 2 2 2 2 2 0 0 2 2 0 2 2 0 0 1 0 2 1 split_gain=4.4304 19.8509 46.5185 49.2769 44.7861 43.3111 36.4351 33.9485 32.175 41.8249 27.6927 34.6845 64.9497 54.8749 27.4902 26.2193 38.6055 24.8421 23.6648 22.4437 28.604 20.316 19.8645 18.1494 18.7626 16.8638 16.6318 16.3227 19.4078 15.8169 threshold=68.500000000000014 4316.3833007812509 12812.083496093752 77.500000000000014 8492.8930664062518 2.9229999780654912 56351.945312500007 3827.414184570313 1499.682556152344 3827.414184570313 88.500000000000014 76.500000000000014 16701.354492187504 28052.395507812504 782.01553344726574 25386.748046875004 15542.858398437502 78.500000000000014 70.500000000000014 5186.7373046875009 8322.3417968750018 88.500000000000014 661.81594848632824 13381.118652343752 84.500000000000014 72.500000000000014 19.500000000000004 71.500000000000014 32150.583984375004 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 5 3 19 29 8 10 21 14 -10 11 12 -4 -14 22 16 23 -9 -11 26 -21 -7 -2 24 -13 -24 -3 28 -15 -5 right_child=1 2 6 4 -6 7 -8 17 9 18 -12 15 13 27 -16 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.3271560625831225e-05 -0.002745210050733987 0.0010945058024346087 -0.017875897753284936 -0.0036118887541857813 0.0028787375915931188 -0.00012054581040503067 0.0012070090657368736 0.014606006013579717 -0.009992017761611181 0.012293890065103884 -0.0067837451340231805 0.022818073573708551 0.0043841998922361253 0.008952172286963345 0.0043545364873187305 0.0040458661175595354 -0.0086128286297308884 -0.017147473469926816 -0.0067277860082006601 0.0072109203622309753 -0.003318804135981776 0.0046159895532206785 -0.0059798359983236713 0.0076718804810187724 -0.011903912704909713 -0.038140749829484989 -0.025981207787640535 -0.0092820665582713218 -0.0054559218258059946 -0.020449905481093322 leaf_weight=297944.26238224236 2797.3000713586807 759.85530181229115 272.91383711993694 1424.2617467045784 1761.449211396277 6610.4076546654105 3889.7769336579368 25.839631363749504 1078.2754568085074 133.18686482310295 1128.3931770771742 16.526247158646584 703.46599307656288 111.62299510836601 525.77932348847389 1232.3051536381245 469.81056205928326 156.31936621665955 105.48397785425186 2341.7373680025339 257.74093072116375 929.61672925204039 33.017488300800323 306.74119454622269 91.858373403549194 26.411775186657906 20.982294768095016 668.78388692438602 341.74854719638824 52.04388490319252 leaf_count=1292332 11848 3088 1103 5855 7219 28276 17177 104 4614 540 4794 67 2867 457 2190 5085 1909 656 428 9539 1040 4118 138 1251 373 111 85 2740 1422 216 internal_value=2.92141e-05 -0.000329679 0.000373989 0.00229363 -0.000351422 -0.00122767 -0.00100184 0.000154254 -0.00349847 -0.00747672 -0.00260956 -0.00149229 -0.00422553 -0.00218493 -0.00194958 0.00121679 -0.00272279 -0.0126432 0.00388699 0.00482713 0.00616689 0.000463426 -0.00310984 0.00394315 -0.00660958 -0.0202729 0.00036694 -0.00630303 -0.00190856 -0.00420548 internal_weight=326218 28273.7 15852 6618.07 3237.75 12421.6 9233.95 7722.18 4699.45 1316.95 5344.17 4215.78 2098.54 1825.62 3382.51 2117.24 884.936 182.159 238.671 3380.32 2599.48 7540.02 2856.73 415.126 108.385 59.4293 780.838 1122.16 453.372 1476.31 internal_count=1411642 119310 66287 27042 13290 53023 39245 33154 19869 5582 22068 17274 8589 7486 14287 8685 3600 760 968 13752 10579 32394 12097 1691 440 249 3173 4619 1879 6071 is_linear=0 shrinkage=0.03 Tree=312 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 3 2 2 2 2 0 0 2 2 2 2 2 0 2 2 0 1 2 1 0 0 2 0 0 0 split_gain=4.16923 18.6826 43.7795 46.3934 42.1428 40.7785 34.2846 32.2126 30.3341 39.4154 26.0785 32.6229 61.076 51.7641 25.9366 24.6797 36.3655 22.2815 21.1389 26.9363 19.3554 16.0769 15.8427 15.645 15.587 19.2138 15.2923 42.5995 20.9024 38.9112 threshold=68.500000000000014 4316.3833007812509 12812.083496093752 77.500000000000014 8492.8930664062518 2.9229999780654912 56351.945312500007 4063.8671875000005 1499.682556152344 3827.414184570313 88.500000000000014 76.500000000000014 16701.354492187504 27132.552734375004 912.96624755859386 25386.748046875004 18122.241210937504 70.500000000000014 5186.7373046875009 8322.3417968750018 90.500000000000014 -11.499999999999998 999.28067016601574 19.500000000000004 97.500000000000014 85.500000000000014 11197.012207031252 82.500000000000014 87.500000000000014 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=-1 5 3 18 -5 8 10 20 14 -10 11 12 -4 -14 -2 16 -13 -11 23 -20 -7 -15 -16 -3 25 -8 27 -6 -29 -30 right_child=1 2 6 4 26 7 24 -9 9 17 -12 15 13 21 22 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=6.1373491792291959e-05 -0.0029674220017261469 0.0010617575218742465 -0.017331077722233232 -0.0040797995702505111 0.0058267376311845883 -6.9264045101368935e-05 -0.00072275199051769553 -0.017327103774393133 -0.0097049563503931058 0.011935380678980001 -0.00658328886226769 0.0015344683626643918 0.0047108891052842269 0.027937390105447116 0.021082576669609082 0.0039266135082718845 -0.011498124383862173 -0.0065236931176519252 0.0069990990130698117 -0.0032189176202727663 0.0056297476096218799 -0.0062168815456455293 0.0027513266891515229 -0.025195109386290306 -0.010462285556574327 0.0035526283490978079 0.0075490087889364564 -0.0078346363407290846 0.03424139779601712 -0.0055798428540021336 leaf_weight=297943.86789890029 2896.0700204223394 759.79390266537666 273.04620571434498 1476.1403762996197 749.44353714585304 7047.7870489060879 1835.1677274703979 93.765347197651863 1076.8858527541161 133.0735742598772 1127.8772536069155 601.45863752067089 645.66179043054581 12.53696897625923 46.97575855255127 1231.6488310545683 283.53319074213505 105.51994997262955 2340.2525475621223 257.76636390388012 580.52469792217016 1167.9373156577349 438.60891059041023 20.987741336226463 100.96377213392407 1952.5958979129791 452.15397238731384 458.61542300879955 32.555017173290253 68.665241271257401 leaf_count=1292332 12264 3088 1103 6071 3041 30170 7882 400 4614 540 4794 2448 2631 87 195 5085 1152 428 9539 1040 2584 4768 1828 85 656 8639 1856 1880 136 306 internal_value=2.83381e-05 -0.000319854 0.000362864 0.00222541 -0.000340912 -0.00119111 -0.000971919 0.000149619 -0.00339525 -0.00726064 -0.00253145 -0.00144745 -0.00409742 -0.0021187 -0.0018916 0.00118066 -0.00264091 0.0037717 0.00468446 0.0059853 0.000364438 -0.00585415 0.0045247 0.000355962 0.00117112 0.00148121 0.0027924 0.00114973 -0.00511132 0.00722768 internal_weight=326212 28268 15848.8 6616.37 3237.57 12419.2 9232.43 7722.08 4697.13 1315.48 5343.7 4215.82 2099.18 1826.14 3381.65 2116.64 884.992 238.594 3378.8 2598.02 7628.31 1180.47 485.585 780.782 3888.73 3787.76 1761.43 1309.28 559.836 101.22 internal_count=1411642 119310 66287 27042 13290 53023 39245 33154 19869 5582 22068 17274 8589 7486 14287 8685 3600 968 13752 10579 32754 4855 2023 3173 17177 16521 7219 5363 2322 442 is_linear=0 shrinkage=0.03 Tree=313 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 3 2 2 2 2 0 0 2 2 2 0 2 2 0 2 2 0 2 0 0 2 0 0 2 0 split_gain=3.92342 17.5831 41.2033 43.678 39.6977 38.3947 32.2626 30.6241 28.5989 37.1446 24.5577 30.6882 57.4439 48.7327 24.4117 23.3506 23.23 34.9141 20.98 20.0176 29.3231 22.766 41.4495 19.8816 23.1327 26.4013 23.7806 20.9919 18.7522 18.2284 threshold=68.500000000000014 4316.3833007812509 12812.083496093752 77.500000000000014 8871.7465820312518 2.9229999780654912 56351.945312500007 3827.414184570313 1499.682556152344 3827.414184570313 88.500000000000014 76.500000000000014 16701.354492187504 28052.395507812504 782.01553344726574 78.500000000000014 25386.748046875004 15542.858398437502 70.500000000000014 5540.9907226562509 8322.3417968750018 74.500000000000014 6643.0878906250009 84.500000000000014 88.500000000000014 9293.0400390625018 91.500000000000014 85.500000000000014 661.81594848632824 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 5 3 19 -5 8 10 29 14 -10 11 12 -4 -14 28 -9 17 -13 -11 -3 21 -21 -23 -6 25 -25 -26 -27 -2 -7 right_child=1 2 6 4 23 7 -8 15 9 18 -12 16 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 26 27 -28 -29 -30 -31 leaf_value=5.953237121438576e-05 -0.0025756561770230949 0.0015938336134831939 -0.01680564696308115 -0.0034760015183004068 0.0055381907098511693 -0.00011485419415414935 0.0011364567689806507 0.014395429531747224 -0.009426179339658329 0.011587858442955686 -0.0063887910495477101 0.003779622772245847 0.0041404385527255144 -0.0059309875586990102 0.0041029799514452087 -0.016401057907906906 0.0038108439843779658 -0.0081601627511157862 -0.0063259921576313757 0.011120966634840029 -0.0031220625731737382 -0.003281029791720499 0.0095501482787179615 -0.039668464987087787 0.030754250816138608 0.0055031474906437764 0.0009976379434761878 -0.0093255844263788641 -0.019626918219579095 0.0043708452111337085 leaf_weight=297943.4849048676 2795.3815322518349 1282.2698133140802 273.13408246636391 1707.0751164108515 1036.4985498785973 6610.2605948522687 3887.1694224653766 25.829401329159737 1075.4938666522503 132.95435851812363 1127.3554925955832 415.0419796705246 702.93999665230513 1123.4664587900043 526.08123718202114 155.90586288273335 1231.0030617713928 470.05742032825947 105.55264104902744 891.78476125001907 257.78970961272717 376.59346649050713 568.828638702631 19.142025485634804 34.776347681879997 141.30968686938286 79.262221537530422 219.18768668174744 59.278061285614967 930.0387991592288 leaf_count=1292332 11848 5214 1103 7015 4211 28276 17177 104 4614 540 4794 1691 2867 4619 2190 656 5085 1909 428 3646 1040 1531 2321 79 145 579 353 908 249 4118 internal_value=2.7489e-05 -0.000310325 0.000352097 0.00215928 -0.000330717 -0.00115562 -0.000942962 0.000145123 -0.00329512 -0.00705088 -0.00245579 -0.00140402 -0.00397372 -0.00205474 -0.00183536 -0.0120241 0.00114556 -0.00256134 0.00365998 0.00454604 0.00635297 0.00768247 0.00443906 0.00317818 -0.00177675 -0.00533596 0.010072 -0.00351294 -0.00292973 0.000438423 internal_weight=326205 28261.5 15844.7 6614.52 3237.25 12416.8 9230.17 7722.03 4694.74 1314 5343 4215.64 2099.54 1826.41 3380.74 181.735 2116.1 885.099 238.507 3377.27 2095 1837.21 945.422 1530.18 493.678 379.639 114.039 360.497 2854.66 7540.3 internal_count=1411642 119310 66287 27042 13290 53023 39245 33154 19869 5582 22068 17274 8589 7486 14287 760 8685 3600 968 13752 8538 7498 3852 6275 2064 1566 498 1487 12097 32394 is_linear=0 shrinkage=0.03 Tree=314 num_leaves=31 num_cat=0 split_feature=1 3 3 1 2 1 2 0 2 0 2 2 2 2 2 2 2 0 0 1 2 0 0 3 0 2 0 2 2 2 split_gain=3.80539 38.9379 26.6068 25.6872 20.5422 17.9342 19.4383 43.7103 28.558 26.9344 29.4968 21.6501 16.4355 13.9696 25.0384 23.2721 20.846 15.1185 13.5416 12.4771 12.33 31.1469 26.2755 12.041 15.3288 11.8432 20.6193 11.384 13.3671 11.245 threshold=-8.4999999999999982 1.7404999732971194 7.7119998931884775 -18.499999999999996 9536.4326171875018 -31.499999999999996 8871.7465820312518 34.500000000000007 65292.480468750007 19.500000000000004 15166.320312500002 17172.791015625004 3252.167602539063 3645.8532714843755 1681.4685058593752 1148.2519531250002 28052.395507812504 51.500000000000007 1.5000000000000002 -12.499999999999998 10470.297851562502 26.500000000000004 24.500000000000004 3.8810000419616704 32.500000000000007 3754.1591796875005 55.500000000000007 782.01553344726574 931.96960449218761 45803.917968750007 decision_type=2 2 2 2 2 2 2 2 2 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 -1 12 23 8 9 10 19 -9 -3 14 15 -5 25 -16 -4 -8 21 -11 -22 24 27 26 -15 -7 -29 -12 right_child=-2 2 18 13 -6 6 7 11 -10 20 29 -13 -14 16 17 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0066757477220564052 1.1859225257591755e-05 -0.018026697538111244 0.030608000801571986 0.0047314406871777001 0.01340027342494487 -0.0016538205396078216 0.012860367821620432 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572.43203683197498 381.47050809860229 27.157834202051163 28.190849468111992 579.94142999988981 53.300389260053635 leaf_count=1635 1375706 129 1207 3191 351 1430 577 231 732 200 818 590 1039 925 2576 214 324 566 6123 337 1037 135 1435 2110 2775 1701 122 149 3053 224 internal_value=2.66649e-05 0.000735805 -0.000914587 0.00391871 -0.00355999 -0.00208707 -0.00257627 -0.00522052 -0.0071203 -0.00895581 -0.00292936 0.00926481 0.00731726 0.00527573 0.00715027 0.00332525 0.00179716 0.0118523 0.00373424 0.00644298 -0.0126659 -0.0244586 -0.0112636 -0.000592389 0.000679096 -1.81645e-05 -0.00552515 0.00309602 0.00546324 -0.00978562 internal_weight=326199 6671.19 4393.23 2277.96 349.858 3508.38 3334.9 1429.53 1263.78 1084.18 413.125 165.748 173.478 1928.11 1252.93 690.899 675.179 562.029 884.851 174.537 671.055 71.3153 599.739 1905.37 1483.64 603.596 222.125 911.212 608.132 238.588 internal_count=1411642 35936 24331 11605 1986 17001 15833 6316 5495 4763 1956 821 1168 9619 6547 3405 3072 3142 7330 914 2807 335 2472 9517 7407 2748 1047 4632 3202 1042 is_linear=0 shrinkage=0.03 Tree=315 num_leaves=31 num_cat=0 split_feature=0 2 1 1 1 2 0 2 2 2 0 2 0 0 2 2 0 1 0 2 1 0 2 0 1 0 0 0 1 1 split_gain=5.62599 5.56835 6.39093 14.3053 7.97276 5.93513 5.5141 5.57183 5.24778 8.65301 8.53718 4.87091 12.2904 9.6139 9.25586 14.8409 24.4923 23.3833 15.6386 24.5978 23.1047 17.465 17.3435 24.8791 15.7872 13.6789 25.5818 12.6712 11.6902 11.2803 threshold=94.500000000000014 4143.0483398437509 74.500000000000014 94.500000000000014 30.500000000000004 4591.9587402343759 98.500000000000014 3197.024536132813 12812.083496093752 10727.411621093752 97.500000000000014 142.45086669921878 49.500000000000007 30.500000000000004 65.889682769775405 135.51687622070315 50.500000000000007 1.0000000180025095e-35 59.500000000000007 112.57336044311525 1.0000000180025095e-35 51.500000000000007 87.134357452392592 63.500000000000007 -2.4999999999999996 53.500000000000007 51.500000000000007 75.500000000000014 3.5000000000000004 -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=11 6 4 -4 5 -3 7 -2 9 10 -7 12 13 -1 -14 18 29 25 19 21 24 -16 23 -22 -20 26 -18 -24 -21 -17 right_child=1 2 3 -5 -6 8 -8 -9 -10 -11 -12 -13 14 -15 15 16 17 -19 20 28 22 -23 27 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0017901166293209292 -0.0048212443356439134 -0.0172060079864319 0.026882642868588762 -0.027215557424618515 -0.024837346276154689 -0.011528555359984516 -0.014671906507286702 0.0073443556773208725 -0.0034929768055583922 0.029140838486968346 0.019828333355383681 3.3137981174272185e-05 0.0030068078963089921 0.0030455138489256153 0.010484265476296042 0.0095240389341630979 0.0081908348297455406 -0.002010567450545374 -0.011126710723194291 -0.01805562956805102 0.034558465625696214 -0.0054494080717460841 -0.0062932309137607306 -0.0075980935954307865 0.0082660478172775984 0.0092600000185021174 0.052803988411635534 -0.03012393843878813 0.010855875078759717 -0.0016629625575535192 leaf_weight=436.70297411084175 46.684818148612976 26.797305807471275 16.482788255438212 6.0007763272151342 15.852708749473093 22.499327450990677 15.518453121185301 123.55303593724966 682.46651192381978 11.784256353974341 11.972549706697462 319436.5804593002 555.13978789746761 2423.6289362683892 72.964041203260422 91.362259462475777 20.096728309988976 54.339359611272812 43.635709628462791 170.68808759748936 22.463494449853897 408.75736433267593 296.86559212207794 28.692048326134682 281.55848401784897 35.613727614283562 27.256689354777336 21.537934668362141 13.589104756712912 723.72803923487663 leaf_count=2028 206 147 94 167 77 107 103 555 3076 53 62 1382067 2371 10346 313 405 82 247 186 727 98 1769 1315 128 1169 144 110 125 77 3117 internal_value=4.18482e-05 -0.00222823 -0.00332233 0.012444 -0.00378188 -0.00334008 0.00244758 0.00400815 -0.00283019 0.00694857 -0.000637883 4.86871e-05 0.000915732 0.00230723 -0.000471906 -0.00130677 0.00156553 0.0132871 -0.00331711 -0.00660192 -0.000168258 -0.00303601 -0.00530024 0.0109138 0.00566386 0.0233063 0.0338702 -0.00790522 -0.0159236 -0.000409028 internal_weight=326145 979.613 793.856 22.4836 771.373 755.52 185.756 170.238 728.723 46.2561 34.4719 325165 5728.62 2860.33 2868.29 2313.15 952.397 137.307 1360.75 665.999 694.753 481.721 369.559 51.1555 325.194 82.9671 47.3534 318.404 184.277 815.09 internal_count=1411471 4647 3783 261 3522 3445 864 761 3298 222 169 1406824 24757 12374 12383 10012 4105 583 5907 2886 3021 2082 1666 226 1355 336 192 1440 804 3522 is_linear=0 shrinkage=0.03 Tree=316 num_leaves=31 num_cat=0 split_feature=0 2 1 1 1 2 0 2 2 0 0 2 2 0 0 0 0 2 1 0 2 0 1 0 1 0 1 1 0 1 split_gain=5.29755 5.24256 6.03422 13.5548 7.55045 5.69716 5.21329 5.24174 4.58462 11.5641 9.04616 8.71217 13.9821 23.0888 22.1344 29.6232 14.7207 23.1963 21.7744 16.4402 16.3338 23.1622 14.8572 12.2191 11.0363 11.0093 10.638 9.44911 7.64442 9.78193 threshold=94.500000000000014 4143.0483398437509 74.500000000000014 94.500000000000014 30.500000000000004 4406.9799804687509 98.500000000000014 3197.024536132813 142.45086669921878 49.500000000000007 30.500000000000004 65.889682769775405 135.51687622070315 50.500000000000007 54.500000000000007 52.500000000000007 59.500000000000007 112.57336044311525 1.0000000180025095e-35 51.500000000000007 87.134357452392592 63.500000000000007 -2.4999999999999996 75.500000000000014 3.5000000000000004 67.500000000000014 -2.4999999999999996 1.5000000000000002 53.500000000000007 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 6 4 -4 5 -3 7 -2 9 10 -1 28 16 26 15 -15 17 19 22 -13 21 -20 -18 25 -19 -22 -14 -23 -11 -30 right_child=1 2 3 -5 -6 -7 -8 -9 -10 11 -12 12 13 14 -16 -17 18 24 20 -21 23 27 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0017365620291269468 -0.0046785554547411614 -0.024712725208387399 0.026081348363121693 -0.027038298533788495 -0.024211082428309973 -0.0029249397310381273 -0.014334892153320533 0.007122633145197549 3.2143896960650286e-05 0.00029493154399041853 0.0029542993862853441 0.010171907319453326 0.0092634534391460421 0.0098554921280361446 0.00083892971088904054 0.050685018437696322 -0.01076451317435361 -0.017550411536613093 0.033201896197243473 -0.0052893779922916469 -0.0098592826195384523 -0.021708187315378765 0.0080289801680232687 -0.029692178146994742 0.010471213147679717 0.0028172631873985676 -0.0016134351525858965 0.013357432854802726 0.0043482924889381444 0.021133351163322763 leaf_weight=436.66610352694988 46.665672034025192 10.960314765572546 16.479557903483514 5.8610299434512845 15.776056535542009 744.30029283091426 15.408485434949396 123.57681832462549 319436.36142204143 357.14624097943306 2423.5066615641117 72.948709830641747 91.118108436465263 43.261286914348602 68.442026227712631 25.372554257512093 43.749055743217468 170.33890764415264 22.676519796252251 408.49464657902718 208.81326062977314 16.935081556439403 281.18156819045544 21.200718030333519 13.664480984210966 87.496338114142418 723.56819303333759 11.690693914890288 159.16477572917938 38.881272777915001 leaf_count=2028 206 63 94 167 77 3382 103 555 1382067 1525 10346 313 405 184 296 103 186 727 98 1769 932 75 1169 125 77 383 3117 53 685 161 internal_value=4.05918e-05 -0.00216289 -0.00322484 0.0121455 -0.00367019 -0.00324112 0.00237535 0.00388777 4.72262e-05 0.000888577 0.00223814 -0.000458174 -0.00126888 0.00151973 0.012911 0.0249493 -0.00322158 -0.00640936 -0.00016382 -0.00294667 -0.00515252 0.0105537 0.0054986 -0.00769028 -0.0154695 -0.00611606 -0.000396916 -0.00738748 0.00291632 0.00764361 internal_weight=326142 979.028 793.377 22.3406 771.037 755.261 185.651 170.242 325163 5726.32 2860.17 2866.14 2310.95 951.762 137.076 68.6338 1359.19 665.447 693.743 481.443 368.813 51.3023 324.931 317.51 184.003 296.31 814.686 28.6258 555.192 198.046 internal_count=1411471 4647 3783 261 3522 3445 864 761 1406824 24757 12374 12383 10012 4105 583 287 5907 2886 3021 2082 1666 226 1355 1440 804 1315 3522 128 2371 846 is_linear=0 shrinkage=0.03 Tree=317 num_leaves=31 num_cat=0 split_feature=0 2 1 1 1 0 2 3 2 2 0 3 3 2 2 2 1 2 2 2 1 2 1 2 0 1 1 0 2 2 split_gain=4.988 4.93563 5.69721 13.1539 7.15142 5.92397 5.48476 5.09557 4.93745 8.12899 8.0186 4.36874 15.7875 19.8035 34.0231 16.2601 16.2024 12.3271 16.8564 16.9919 12.0867 19.916 11.8216 11.7528 13.8551 26.5871 10.825 11.4537 20.0918 19.4617 threshold=94.500000000000014 4143.0483398437509 74.500000000000014 82.500000000000014 30.500000000000004 95.500000000000014 4591.9587402343759 21.500000000000004 12812.083496093752 10727.411621093752 97.500000000000014 1.0619999766349795 1.1054999828338625 2760.058227539063 6336.3120117187509 2534.145385742188 1.0000000180025095e-35 8322.3417968750018 10727.411621093752 9759.5722656250018 3.5000000000000004 3575.3942871093755 1.5000000000000002 3827.414184570313 51.500000000000007 4.5000000000000009 -1.4999999999999998 51.500000000000007 2406.084106445313 2127.8171386718755 decision_type=2 2 2 2 2 2 2 2 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 7 4 -4 6 -5 -3 -2 9 10 -8 -1 13 15 20 26 -17 -16 19 -19 -15 -22 -18 24 25 -23 -13 29 -29 -28 right_child=1 2 3 5 -6 -7 8 -9 -10 -11 -12 12 -14 14 17 16 22 18 -20 -21 21 23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00051650869264399494 -0.0037649838226208486 -0.016572397256172485 0.040222340235620387 0.016683017688411236 -0.023602752762580451 -0.023843948789748159 -0.011131761337515249 0.0063769823479605508 -0.0033010459466329811 0.028319378605216865 0.019227504105607078 0.0022987411412860193 6.0901468888641149e-05 -0.0039575570168236124 0.0062328652293739658 -0.001239154153788139 0.016478195135997433 -0.00051802695091871572 0.0017708754360109139 -0.014590129498470951 -0.03937600346661186 -0.025769350365970056 0.0031622864831323573 -0.0198755530765958 -0.017626414112853553 0.015092306824764149 -0.0034994729701930982 0.0014540600244476935 -0.0095778610752382757 0.0036862533857387222 leaf_weight=16827.964305639267 74.491633981466293 26.42068538069725 8.847450867295267 5.5680018067359907 15.69837126880884 7.7845009500160813 22.426343277096748 111.05394025146961 682.34462916478515 11.798607319593428 12.030150793492792 1073.8996512442827 297591.71247897041 2852.1806620806456 324.24955123662949 176.21131084859371 138.19252645969391 189.18343073129654 888.36001397669315 130.49638301134109 20.959937900304794 19.277489230036736 106.05186626315117 53.935825891792774 37.972053095698357 55.853262767195702 2177.1520765498281 1933.8138651996851 160.94576370716095 401.82990443706512 leaf_count=74811 353 147 45 36 77 180 107 511 3076 53 62 4660 1284215 13853 1405 740 556 784 3672 543 96 104 428 339 260 327 9675 8095 647 1614 internal_value=3.93729e-05 -0.00209937 -0.00313007 0.0118533 -0.00356166 -0.00694418 -0.00314496 0.00230525 -0.00265805 0.00682723 -0.000532118 4.58088e-05 2.01192e-05 -0.00110985 -0.00260601 -7.2609e-07 0.00569424 0.00103911 -0.000354944 -0.00626239 -0.0044432 -0.011811 0.0106964 -0.00835214 -0.00285691 0.00460778 -0.000417329 -0.00104141 0.000606449 -0.00237987 internal_weight=326139 978.464 792.919 22.2 770.719 13.3525 755.02 185.546 728.6 46.2551 34.4565 325160 308332 10740.6 4572.47 6168.1 420.456 1532.29 1208.04 319.68 3040.18 187.999 244.244 167.039 113.103 75.1308 5747.64 4673.74 2094.76 2578.98 internal_count=1411471 4647 3783 261 3522 216 3445 864 3298 222 169 1406824 1332013 47798 21383 26415 1724 6404 4999 1327 14979 1126 984 1030 691 431 24691 20031 8742 11289 is_linear=0 shrinkage=0.03 Tree=318 num_leaves=31 num_cat=0 split_feature=0 2 1 1 1 0 2 0 2 2 2 0 2 0 2 2 2 2 2 0 0 0 2 2 2 1 2 0 0 1 split_gain=4.69637 4.64738 5.39655 12.6169 6.77405 5.64051 5.22126 4.93128 4.84702 4.64442 7.63935 7.52675 4.34517 5.86963 10.8587 12.3446 4.47826 5.80224 11.0712 5.59175 6.85899 4.9936 12.8785 4.53361 9.58777 4.47146 4.28801 11.0079 15.1188 18.1603 threshold=94.500000000000014 4143.0483398437509 74.500000000000014 82.500000000000014 30.500000000000004 95.500000000000014 4591.9587402343759 98.500000000000014 3197.024536132813 12812.083496093752 10727.411621093752 97.500000000000014 15166.320312500002 97.500000000000014 58553.552734375007 84498.644531250015 42648.800781250007 25386.748046875004 20995.095703125004 96.500000000000014 95.500000000000014 95.500000000000014 18647.261718750004 50250.322265625007 54578.230468750007 1.0000000180025095e-35 142.45086669921878 46.500000000000007 40.500000000000007 -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=26 7 4 -4 6 -5 -3 8 -2 10 11 -8 -11 16 -15 -16 17 18 21 20 -19 -14 -23 -18 -25 -26 27 28 -1 -30 right_child=1 2 3 5 -6 -7 9 -9 -10 12 -12 -13 13 14 15 -17 23 19 -20 -21 -22 22 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.00076940514043172411 -0.0045368982254829927 -0.0162075325803312 0.039714315847192809 0.016048167351190253 -0.023011515944413984 -0.023551461031217979 -0.010825798230642369 -0.014074506876507128 0.0068129641077290604 -0.015698158871295574 0.027440528433505605 0.018549658015816716 -0.019854046571570989 0.018382100482914821 -0.041936406563823657 -0.0086478624025059497 0.010533463404226801 -0.015331624436744296 0.023300795499917742 -0.026357701382003589 0.0079328707425195058 0.024812791069648354 -0.021139060728057622 -0.024203107069640486 -0.005001378014953063 0.0020172131042116063 2.9848654916862294e-05 -0.00023577292748426165 -0.0047162689468246517 0.0079443723229852773 leaf_weight=1581.057689525187 46.645994260907173 26.208262234926224 8.6941310614347476 5.6139034107327443 15.619860485196112 7.646837436594069 22.369240209460258 15.306019075214861 123.5799113586545 24.158097147941589 11.810992076992987 12.09466093033552 16.778082638978958 11.163140453398226 11.547490406781433 76.094347387552261 33.129314348101616 32.437683954834938 14.369675442576407 18.758471041917801 17.590623572468758 11.00085684657097 10.95558989048004 15.429311156272886 116.74122095108032 272.12393823266029 319429.96563751088 3383.9280166476965 121.37035270035267 637.76273004710674 leaf_count=6920 206 147 45 36 77 180 107 103 555 124 53 62 79 57 64 399 141 140 68 97 78 54 52 69 552 1102 1382067 14593 563 2681 internal_value=3.81894e-05 -0.00203773 -0.00303851 0.0116275 -0.00345647 -0.00678705 -0.00305178 0.00223623 0.00370283 -0.00257853 0.00661885 -0.000516861 -0.00320233 -0.00274364 -0.00948446 -0.0130339 -0.00155285 -0.00663811 0.000811294 -0.0123891 -0.00715152 -0.00753183 0.00188423 -0.000135808 -0.00101009 -8.98383e-05 4.44325e-05 0.000858271 0.00244026 0.00592019 internal_weight=326132 977.868 792.336 21.9549 770.381 13.2607 754.761 185.532 170.226 728.553 46.2749 34.4639 682.278 658.12 98.805 87.6418 559.315 121.891 53.1042 68.7868 50.0283 38.7345 21.9564 437.424 404.294 388.865 325154 5724.12 2340.19 759.133 internal_count=1411471 4647 3783 261 3522 216 3445 864 761 3298 222 169 3076 2952 520 463 2432 568 253 315 218 185 106 1864 1723 1654 1406824 24757 10164 3244 is_linear=0 shrinkage=0.03 Tree=319 num_leaves=31 num_cat=0 split_feature=0 2 2 1 1 1 0 3 3 3 2 2 2 1 2 2 2 1 2 2 0 1 1 2 2 2 0 2 0 1 split_gain=4.4254 4.37839 5.15936 4.91589 12.1068 6.61105 5.37139 4.71839 4.13033 14.8448 18.6604 32.0673 15.3038 15.2641 11.5853 15.8683 16.0201 11.5117 19.1091 11.2581 13.1705 25.0918 11.1509 10.6048 10.4639 13.0072 18.736 17.487 12.4116 10.3263 threshold=94.500000000000014 4143.0483398437509 4406.9799804687509 74.500000000000014 82.500000000000014 30.500000000000004 95.500000000000014 21.500000000000004 1.0619999766349795 1.1054999828338625 2760.058227539063 6336.3120117187509 2534.145385742188 1.0000000180025095e-35 8322.3417968750018 10727.411621093752 9759.5722656250018 3.5000000000000004 3575.3942871093755 3827.414184570313 51.500000000000007 4.5000000000000009 1.5000000000000002 6949.8193359375009 17172.791015625004 23778.558593750004 51.500000000000007 27132.552734375004 51.500000000000007 -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=8 7 -3 5 -5 -4 -6 -2 -1 10 12 17 -10 -14 23 16 -16 -12 -19 20 21 -20 -15 -13 28 26 29 -27 -17 -26 right_child=1 2 3 4 6 -7 -8 -9 9 -11 11 14 13 22 15 24 -18 18 19 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.00050077868418924672 -0.0036754158870390954 -0.023697088812281206 -0.0026663171500733215 0.03922696984212929 0.015443356569442263 -0.022436594179986981 -0.023259013191406452 0.0060879738500137729 -0.00040545247505378591 5.7656684967634775e-05 -0.0038434080924816976 -0.0014961241995873605 -0.0012026304722911893 0.016004389401145177 -0.00050340045186189944 -0.0011142277777591619 -0.014172730696182861 -0.038727903280605373 -0.025334702683199917 -0.019506933208248856 -0.017296288951265771 0.014514788732514725 0.0030672129545977009 0.0099414435053229583 -0.022502055024986176 0.018015284419312903 -0.018293671486069057 -0.0014527483174379408 0.0088456357657722608 0.0076408554827558789 leaf_weight=16827.787105716765 74.404809907078743 10.643830403685568 743.53928633034229 8.5404090285301226 5.6580603271722776 15.540716022253035 7.5127371279522777 111.02040150016546 5745.9725059047341 297591.16060262895 2849.4894912689924 110.74612139165401 176.24678421020508 138.01020485162735 189.17636147141457 189.36659251153469 130.32034513354301 20.676159828901291 19.024505019187927 53.318293124437332 37.544398412108421 56.322518199682236 106.0283530652523 213.82638312876225 12.311798781156538 51.552161529660225 83.339882060885429 213.49925063550472 277.80210321396589 60.453126445412636 leaf_count=74811 353 63 3382 45 36 77 180 511 24691 1284215 13853 497 740 556 784 785 543 96 104 339 260 327 428 908 51 212 346 879 1153 246 internal_value=3.70424e-05 -0.00197914 -0.0029513 -0.00266849 0.0114068 -0.00307108 -0.00663281 0.00217026 4.30996e-05 1.81205e-05 -0.00107788 -0.00253097 -1.2484e-06 0.00552487 0.00100693 -0.000345284 -0.00607902 -0.00431647 -0.0115293 -0.00814589 -0.0027801 0.00445312 0.0103835 0.00603888 0.00171692 -0.00171232 -0.00858218 0.00233376 0.00480841 0.00254069 internal_weight=326131 976.86 791.435 780.791 21.7112 759.08 13.1708 185.425 325154 308326 10735 4568.77 6166.26 420.285 1532.39 1207.82 319.497 3036.38 186.886 166.21 112.891 75.347 244.039 324.573 888.325 421.156 156.105 265.051 467.169 72.7649 internal_count=1411471 4647 3783 3720 261 3459 216 864 1406824 1332013 47798 21383 26415 1724 6404 4999 1327 14979 1126 1030 691 431 984 1405 3672 1734 643 1091 1938 297 is_linear=0 shrinkage=0.03 Tree=320 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 0 0 2 2 0 0 0 2 2 2 3 0 0 1 2 2 1 1 0 0 2 2 2 0 split_gain=4.10698 13.014 23.7597 23.1506 40.9133 52.5788 29.5096 44.1742 42.1489 23.1594 18.1828 20.7907 17.9705 23.2916 18.356 28.0555 16.4859 15.8204 25.3388 24.7282 22.4459 21.1959 19.7392 24.882 15.242 13.8889 17.7777 38.3075 24.4528 18.357 threshold=1.5000000000000002 69.500000000000014 397.09068298339849 72077.554687500015 16701.354492187504 12.500000000000002 13.500000000000002 5.5000000000000009 39331.130859375007 68839.980468750015 10.500000000000002 14.500000000000002 4.5000000000000009 21631.834960937504 28052.395507812504 26225.782226562504 1.4100000262260439 37.500000000000007 32.500000000000007 19.500000000000004 37956.898437500007 37956.898437500007 31.500000000000004 6.5000000000000009 27.500000000000004 5.5000000000000009 2073.8535156250005 2911.024291992188 1268.2044067382815 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 25 7 8 12 -10 -5 -12 14 -14 15 -6 -13 18 19 -8 22 -19 23 -20 -21 -2 28 29 -27 -28 right_child=1 2 -4 10 6 -7 17 -9 9 -11 11 16 13 -15 -16 -17 -18 21 20 24 -22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=4.1595571191288167e-05 0.001825337061940309 -0.0097754168844933903 -0.0011423302704295132 -6.9003745924560932e-05 -0.022114671065744582 -6.8447739505484115e-05 1.4169315548084223e-05 0.0068670870144620496 0.0024003916953701018 0.029608936775245426 -0.010635881370816551 -0.02209852626831622 0.02171362024273087 -0.0089033085423430025 -0.02865050967952704 0.019254079207457756 -0.00206078910189338 0.001066232629282646 -0.0061289293567976582 0.021289845269443275 0.0025025292721996186 0.0078209304151872581 0.012515745579487859 -0.021174380234950302 0.0023936962368277049 -0.007054680507795172 -0.00068296536872005167 -0.0054119174478305058 0.004585873058467054 -0.024292190253206329 leaf_weight=263805.8756213421 264.6133124679327 303.42272883653641 5273.1660826262087 1204.3824525475502 39.355621635913849 43563.95476680249 2215.5385349988937 1971.1652835905552 338.47860087454319 30.709732234477997 424.96670059859753 38.337632939219475 27.008833363652229 129.98861221969128 73.894107729196548 23.602704674005508 1023.6674353480339 1876.4432804882526 323.02758933603764 81.990989342331886 214.45831905305386 537.97237195074558 35.352432534098625 142.5986295491457 72.291414335370064 330.76395152509212 36.624669551849365 1267.246857509017 319.10229200124741 155.42615669965744 leaf_count=1142056 1151 1458 22731 4875 182 191002 8932 8001 1481 145 1737 165 119 538 303 99 4189 7618 1303 333 872 2192 144 659 297 1490 160 5302 1409 696 internal_value=-1.01552e-05 -0.000229152 -0.00161206 -9.32903e-05 4.18767e-05 -0.000305366 0.002003 0.00461394 -0.00208449 0.00466365 -0.00280891 -0.00502811 -0.0105627 -0.00363617 -0.0185089 -0.00660577 -0.00278414 0.000752423 -0.000670961 0.000822852 -0.00561908 0.00257129 -0.00909577 -0.0107366 0.0124358 -0.00465332 -0.00546613 -0.00730412 -0.00133885 -0.0197898 internal_weight=326145 62339.6 5576.59 56763 54071.6 45937.7 8133.88 2634.2 663.038 369.188 2691.35 1486.97 293.85 156.997 136.852 62.9583 1062.01 5499.67 3085.26 2369.82 715.437 2414.42 500.979 465.626 154.282 2373.78 2109.16 1459.3 649.866 192.051 internal_count=1411639 269583 24189 245394 234428 201210 33218 10868 2867 1626 10966 6091 1241 657 584 281 4354 22350 12540 9562 2978 9810 2106 1962 630 10208 9057 6158 2899 856 is_linear=0 shrinkage=0.03 Tree=321 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 2 2 2 2 2 2 2 2 2 1 2 0 2 2 2 0 1 2 2 2 1 1 2 1 1 split_gain=3.89449 18.4062 27.0718 45.3044 20.9775 29.219 20.4394 67.0597 54.0417 24.3889 21.946 15.8554 30.2241 22.125 41.4717 28.1616 23.6745 23.4726 18.0135 31.9301 32.6995 22.5105 20.0222 26.2994 39.1812 33.2488 26.8659 17.5477 20.4959 16.9158 threshold=1.1510000228881838 49.500000000000007 17636.074218750004 10983.356445312502 24552.913085937504 42648.800781250007 269.47608947753912 1049.1593017578127 857.34472656250011 182.46546936035159 957.19903564453136 1421.1920166015627 1192.975524902344 1681.4685058593752 1.0000000180025095e-35 1499.682556152344 47.500000000000007 1850.3489990234377 2215.613159179688 2583.655151367188 47.500000000000007 -2.4999999999999996 13381.118652343752 9293.0400390625018 6949.8193359375009 8.5000000000000018 12.500000000000002 3827.414184570313 -6.4999999999999991 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 6 3 -3 -4 -6 9 8 -8 -1 -10 12 -9 14 15 -13 -16 -15 21 20 -20 -19 23 24 27 -26 -25 28 -21 -29 right_child=-2 2 4 -5 5 -7 7 11 10 -11 -12 13 -14 17 16 -17 -18 18 19 22 -22 -23 -24 26 25 -27 -28 29 -30 -31 leaf_value=-0.00076341208806710058 2.7660654384058638e-05 0.00015703831155234682 -0.010936389416510166 0.0067748640751299069 0.004133046205042578 -0.01344320726414199 -0.0036376054011434465 -0.00028354811262008947 -0.021981350835309769 0.004209932914398886 -0.0097511227647449992 0.045403624012006379 0.018917644684133678 0.0055725469799186344 -0.03173525573289785 -0.00063695501428983128 -0.008831786829773064 0.0049437983856967689 0.010142099842004858 -0.024438479000740591 0.00045721413435855662 -0.0066290835381665756 0.0025084189464147318 -0.0096846918695044013 0.0077544614640297172 -0.0262691162195943 0.020605119843797048 -0.0045265285372646444 -0.00098994075148909309 -0.017003203239083949 leaf_weight=3061.334119386971 288371.45984147256 20329.095840334892 333.99815036356449 975.68837776780128 299.88540966063738 118.86529622972012 1206.865003593266 245.2664966955781 233.88903521746397 1249.7067857384682 303.25641708076 13.979943513870237 105.5230804681778 498.45785078406334 71.409785002470016 82.626360177993774 94.198667615652084 181.23404893279076 443.32268816232681 33.970863237977028 1073.5572452545166 914.82951557636261 908.33231462538242 564.38483974337578 512.3375573605299 27.223441705107689 27.645195350050926 1043.9910776913166 2701.0805427283049 107.90809468924999 leaf_count=13254 1244444 91446 1374 4075 1243 493 5593 1138 1199 5209 1475 59 457 2075 315 339 416 868 1848 168 4422 3696 3718 2374 2205 139 120 4865 11880 732 internal_value=-9.85477e-06 -0.000296329 0.000262558 0.000460113 -0.00532877 -0.000856095 -0.00108121 -0.00174686 -0.00716073 0.000678287 -0.0150765 -0.000768566 0.00549248 -0.00100472 -0.00959534 0.0060256 -0.0187077 -0.000755488 -0.00112485 -0.000596136 0.00328771 -0.00471551 -0.00159014 -0.00233196 -0.00153773 0.00603781 -0.00827029 -0.00258932 -0.00128118 -0.00569532 internal_weight=326135 37763.9 22057.5 21304.8 752.749 418.751 15706.3 11395.3 1744.01 4311.04 537.145 9651.28 350.79 9300.49 262.215 96.6063 165.608 9038.28 8539.82 7443.75 1516.88 1096.06 5926.87 5018.54 4426.51 539.561 592.03 3886.95 2735.05 1151.9 internal_count=1411639 167195 98631 95521 3110 1736 68564 50101 8267 18463 2674 41834 1595 40239 1129 398 731 39110 37035 32471 6270 4564 26201 22483 19989 2344 2494 17645 12048 5597 is_linear=0 shrinkage=0.03 Tree=322 num_leaves=31 num_cat=0 split_feature=1 2 0 3 0 2 3 2 2 2 2 1 3 2 2 0 2 1 2 2 2 2 2 3 0 0 0 1 3 2 split_gain=3.82225 12.7298 18.6228 15.3306 13.6788 13.5104 13.0597 52.9405 53.109 49.3973 16.9212 14.7793 13.9851 34.8818 46.7348 27.1593 30.1935 24.1971 22.3586 21.8043 19.6364 35.3238 16.4009 24.8512 24.1524 19.0675 35.52 18.8909 15.0926 19.8514 threshold=1.5000000000000002 1421.1920166015627 10.500000000000002 1.0205000042915346 90.500000000000014 1117.6546630859377 1.0619999766349795 2583.655151367188 4493.2343750000009 1608.1567382812502 2363.3640136718755 6.5000000000000009 1.532000005245209 4063.8671875000005 7113.1401367187509 46.500000000000007 2450.0637207031255 5.5000000000000009 3141.066528320313 5423.7912597656259 37956.898437500007 56351.945312500007 1850.3489990234377 7.0125000476837167 8.5000000000000018 11.500000000000002 16.500000000000004 4.5000000000000009 1.8174999952316286 4591.9587402343759 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 7 9 -9 -3 -11 -10 13 15 17 16 -8 19 22 -15 -16 -22 25 -24 -25 27 -27 -14 29 -20 right_child=1 4 3 -5 -6 -7 12 8 11 10 -12 -13 18 14 20 -17 -18 -19 28 -21 21 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=4.0357409782368276e-05 -0.0096662177785837924 -0.031344835186798377 0.0042410318227851318 -0.00090347696661098251 -0.0045569695281166287 0.038114092433179564 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1628.2770821154118 141.405453145504 171.79577434062958 56.644312024116516 594.15686936676502 16.968538850545883 23609.763990819454 1615.038304194808 leaf_count=1142056 963 158 1725 83449 2704 48 2842 3608 1813 3116 729 566 600 1252 12680 20241 7951 1472 6996 1305 851 277 6746 625 776 244 2555 78 96501 6712 internal_value=-9.56417e-06 -0.000220859 -0.000880947 -0.000777781 5.7618e-05 0.00522775 0.00011848 -0.00213823 -0.00635629 0.00301719 0.00432939 0.000580886 0.000238867 0.00113189 -0.00108197 0.00237563 0.004802 -0.00751159 -0.000104291 -0.00402559 0.000513104 0.00819827 -0.00268282 -0.00417554 -0.0119145 0.000917731 -0.00132913 0.0104067 0.000158727 -0.00173691 internal_weight=326126 62326.6 18492.6 18278 43834 374.715 43263.4 2191.06 1205.08 985.973 949.706 544.47 41072.3 11401.5 4101.26 7300.24 2646.65 815.209 29670.8 560.319 3286.05 274.251 2746.38 1941.48 313.201 804.903 650.801 154.102 26924.4 3314.68 internal_count=1411639 269583 86185 85222 183398 1773 180694 9990 5987 4003 3845 2379 170704 48871 17837 31034 10793 4029 121833 2557 13808 1128 11624 8147 1401 3477 2799 678 110209 13708 is_linear=0 shrinkage=0.03 Tree=323 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 0 2 2 0 2 2 2 0 2 2 2 2 2 2 0 2 2 2 2 1 1 0 2 split_gain=3.61858 43.8088 115.825 27.5093 55.9691 31.1001 47.388 45.3327 30.7068 27.3175 25.8952 47.2325 38.3453 27.003 73.0778 121.207 44.7752 49.7711 33.5892 29.962 28.4303 55.6562 40.8504 29.6459 26.7998 60.6837 24.4259 23.3859 31.2424 32.0063 threshold=8.5000000000000018 21631.834960937504 13664.751464843752 79088.097656250015 2.5000000000000004 72077.554687500015 3.5000000000000004 3.5000000000000004 65292.480468750007 35406.285156250007 7.5000000000000009 29989.942382812504 61805.615234375007 54578.230468750007 4.5000000000000009 39331.130859375007 47761.341796875007 42648.800781250007 58553.552734375007 47761.341796875007 42648.800781250007 5.5000000000000009 37956.898437500007 45803.917968750007 37956.898437500007 33116.664062500007 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 28052.395507812504 decision_type=2 2 2 2 2 2 2 2 2 2 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 27 6 8 -7 9 -6 11 -8 -12 14 15 -13 17 26 -15 20 21 24 -23 -22 25 -16 -17 -3 29 -29 right_child=-2 3 -4 -5 5 7 10 -9 -10 -11 12 13 -14 18 19 16 -18 -19 -20 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=2.9423914565895806e-06 -4.3225233320675613e-05 0.00089296693396672799 -0.0086648592380072602 -3.8133988337775234e-06 0.0029331892157887637 0.014264013494993193 -0.0015208410421602135 -0.0091231689667116613 0.0036356387207562039 -0.0089621923240032608 0.0082774067044223444 -0.02834483372418304 -0.019235533295529007 0.014037971070486122 0.0076880659839344617 0.0091805593788005652 0.0056755127926022024 -0.01420670724954942 -0.00095053696513116063 -0.017719924955458679 0.015721038597883413 0.0092837143539188597 -0.0077946040724213312 -0.00022092600554836283 0.004268673338007024 -0.012528237287873892 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0.00721844 0.00396946 0.00316957 -0.00302675 0.00041228 -0.00652899 0.00968379 0.00544536 0.00578661 0.00453576 0.00791167 0.0118717 -0.000785336 -0.00519446 0.00573601 -0.00495857 -0.00883508 0.00539724 internal_weight=326112 33725.8 11338.5 22387.3 11264 10336.1 9834.17 501.922 1366.05 919.972 8468.12 7236.21 1231.91 5316.91 4664.04 1252.86 1103.03 475.686 652.869 3411.18 3361.66 2788.46 1706.07 573.192 1082.39 578.078 183.134 927.869 558.125 111.166 internal_count=1411639 176829 59251 117578 56265 49889 46427 3462 6839 4365 39588 34350 5238 25921 22284 6210 5556 2233 3637 16074 15857 12877 7921 2980 4956 2564 882 6376 3299 1099 is_linear=0 shrinkage=0.03 Tree=324 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 2 2 2 2 2 2 2 2 2 1 2 0 2 2 2 0 1 2 2 2 1 1 1 2 1 split_gain=3.57569 17.2703 25.5545 42.6458 19.6404 27.4542 19.2603 63.2631 51.3465 22.9571 21.0577 14.9249 28.4161 20.871 39.2119 26.8068 22.7923 21.9669 17.1392 29.5092 31.9998 21.2449 18.6746 24.9788 36.6748 31.61 25.0889 17.2206 16.4489 19.1031 threshold=1.1510000228881838 49.500000000000007 17636.074218750004 10983.356445312502 24552.913085937504 42648.800781250007 269.47608947753912 1049.1593017578127 857.34472656250011 182.46546936035159 957.19903564453136 1421.1920166015627 1192.975524902344 1681.4685058593752 1.0000000180025095e-35 1499.682556152344 47.500000000000007 1850.3489990234377 2215.613159179688 2583.655151367188 48.500000000000007 -2.4999999999999996 13381.118652343752 9293.0400390625018 6949.8193359375009 8.5000000000000018 12.500000000000002 2.5000000000000004 3827.414184570313 -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 6 3 -3 -4 -6 9 8 -8 -1 -10 12 -9 14 15 -13 -16 -15 21 20 -20 -19 23 24 28 -26 -25 -22 29 -21 right_child=-2 2 4 -5 5 -7 7 11 10 -11 -12 13 -14 17 16 -17 -18 18 19 22 27 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=-0.00073513620470166811 2.6947824808824642e-05 0.00015582653503996852 -0.010595441706375618 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34.31129015982151 483.38920126855373 914.69016326963902 908.49405088275671 563.51883663237095 513.07834014296532 26.922081246972084 27.795947670936584 92.624740496277809 1148.5065769553185 2700.0030572414398 leaf_count=13254 1244444 91446 1374 4075 1243 493 5593 1138 1199 5209 1475 59 457 2075 315 339 416 868 3904 168 1993 3696 3718 2374 2205 139 120 373 5597 11880 internal_value=-8.99624e-06 -0.000283552 0.000257773 0.000449758 -0.00517417 -0.000843303 -0.00104419 -0.00169083 -0.0069561 0.000663744 -0.0146986 -0.000741004 0.00533348 -0.000970272 -0.00933264 0.00585406 -0.0182338 -0.00072859 -0.00108611 -0.000570182 0.00316386 -0.00458926 -0.00152628 -0.00224333 -0.0014691 0.00585631 -0.00803428 -0.00240455 -0.00248788 -0.00122239 internal_weight=326095 37749.4 22054 21301.2 752.863 418.521 15695.3 11384.9 1739.9 4310.45 534.198 9644.99 350.789 9294.2 261.067 96.4715 164.596 9033.13 8534.7 7439.11 1516.48 1095.59 5922.63 5014.14 4422.82 540 591.315 576.014 3882.82 2734.31 internal_count=1411639 167195 98631 95521 3110 1736 68564 50101 8267 18463 2674 41834 1595 40239 1129 398 731 39110 37035 32471 6270 4564 26201 22483 19989 2344 2494 2366 17645 12048 is_linear=0 shrinkage=0.03 Tree=325 num_leaves=31 num_cat=0 split_feature=3 1 2 2 2 3 2 2 1 0 2 2 2 0 0 2 2 2 2 2 1 1 1 3 3 1 0 0 2 2 split_gain=4.36276 33.9491 23.0577 26.3298 155.266 66.6388 59.2763 52.3953 61.6542 38.8348 96.9775 60.8935 47.9707 44.6549 29.2858 27.592 27.4367 22.492 41.3349 27.0968 21.6416 21.5661 21.0339 30.6311 24.8738 20.6576 21.1219 19.5138 32.5981 27.8519 threshold=1.532000005245209 -8.4999999999999982 72077.554687500015 8322.3417968750018 4784.4965820312509 1.1980000138282778 7434.1564941406259 6336.3120117187509 -4.4999999999999991 45.500000000000007 466.24169921875006 317.97758483886724 282.77769470214849 40.500000000000007 52.500000000000007 152.24964904785159 3985.294067382813 295.06871032714849 202.77236938476565 317.97758483886724 -1.4999999999999998 -1.4999999999999998 1.0000000180025095e-35 3.4465000629425053 2.9229999780654912 1.0000000180025095e-35 42.500000000000007 41.500000000000007 9536.4326171875018 8871.7465820312518 decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 -7 10 11 12 15 -14 27 -3 -12 18 22 -19 -15 -9 24 -24 -2 -18 -27 29 -29 -5 right_child=17 2 -4 14 5 7 -8 21 -10 -11 16 -13 13 20 -16 -17 25 19 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.0042657278308935861 0.0020367182565863926 0.0047707999058743808 -0.0071316018047533226 -0.013628169520469881 -0.0038866821770378074 -0.028895416638202415 0.0067507295261037834 -0.0039668887245534841 -0.0021123916427513009 -0.00011341378857112931 0.003190631984067585 -0.0089136543607720858 -0.020818893937164983 0.036604089884519263 0.0035763023894505161 -0.0011827856938600074 -0.012349963932237314 0.0029206377398053604 -0.0019291338155701737 2.9961414911709773e-05 0.012385484839047247 -0.013835022891155964 0.0006068128139620284 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25.9672 25.8149 25.3708 21.1677 38.9001 25.4927 20.6305 20.4372 19.8133 28.9671 30.0969 23.5129 20.0135 23.4972 24.951 threshold=1.532000005245209 -8.4999999999999982 72077.554687500015 8322.3417968750018 4784.4965820312509 1.1980000138282778 7602.1542968750009 6336.3120117187509 -4.4999999999999991 45.500000000000007 466.24169921875006 317.97758483886724 282.77769470214849 40.500000000000007 52.500000000000007 152.24964904785159 3985.294067382813 1.0619999766349795 295.06871032714849 202.77236938476565 317.97758483886724 -1.4999999999999998 -1.4999999999999998 1.0000000180025095e-35 2.279500007629395 145.16793060302737 2.9229999780654912 60.500000000000007 64.500000000000014 182.46546936035159 decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 -7 10 11 12 15 -14 -5 -3 -12 -8 19 23 -20 -15 -9 26 25 -25 -2 -27 29 -29 right_child=18 2 -4 14 5 7 17 22 -10 -11 16 -13 13 21 -16 -17 -18 -19 20 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31 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3999.0918306708336 7715.4098433852196 305.11247539520264 328.63478513062 2959.9404774159193 12531.59776815027 210046.37708290177 213.3471307605505 1184.8019320741296 902.14137552678585 1012.6988007202744 163.96805146336555 415.52106753736734 36.417181774973869 38.778055652976036 22.041187256574631 leaf_count=9472 6162 3283 1641 35244 10609 335 667 973 5073 229569 55158 3351 139 161 16441 32810 1264 1399 12526 53030 914183 879 5056 3859 4598 705 1902 165 174 98 internal_value=5.65778e-05 0.000220978 0.000144761 0.000174025 -1.73045e-05 -0.00472041 -0.00159637 -0.00798502 -0.00371806 0.000326013 0.00131922 -0.00092649 -0.000228092 0.011505 0.00141273 -0.000623034 0.00289765 0.00764947 -1.23828e-05 -0.00104432 6.80224e-05 0.0156777 -0.0118404 0.00150575 -0.000445677 0.00278375 0.00375365 0.0117513 0.000967866 -0.0110433 internal_weight=325914 96311.1 94476.5 94086.8 81498.6 5544.49 2833.24 2711.25 1286.94 75954.1 23171.8 9564.29 8771.4 285.636 12588.2 8485.76 13607.6 487.831 229603 16596.7 213006 252.464 1424.31 4065.1 2176.04 1163.35 1889.06 261.204 97.2364 58.4584 internal_count=1410926 413524 404052 402411 350726 24112 12675 11437 5408 326614 97045 40623 37272 1179 51685 36093 56422 2066 997402 70693 926709 1040 6029 17663 9599 5001 8064 1142 437 263 is_linear=0 shrinkage=0.03 Tree=327 num_leaves=31 num_cat=0 split_feature=3 1 2 2 2 3 2 2 1 0 2 2 2 0 0 2 2 2 2 2 1 1 0 1 2 1 1 1 2 0 split_gain=3.86342 30.1821 20.4343 23.315 137.687 59.2429 52.8548 46.8744 54.3549 34.3955 85.8875 53.9978 42.5232 39.6151 25.963 24.4381 24.2948 19.922 36.6069 23.9836 19.6845 19.4011 19.8464 19.3675 19.2671 36.8694 24.6021 21.8996 25.3571 21.8696 threshold=1.532000005245209 -8.4999999999999982 72077.554687500015 8322.3417968750018 4784.4965820312509 1.1980000138282778 7434.1564941406259 6336.3120117187509 -4.4999999999999991 45.500000000000007 466.24169921875006 317.97758483886724 282.77769470214849 40.500000000000007 52.500000000000007 152.24964904785159 3985.294067382813 295.06871032714849 202.77236938476565 317.97758483886724 -1.4999999999999998 1.0000000180025095e-35 42.500000000000007 -1.4999999999999998 1750.7693481445315 -3.4999999999999996 22.500000000000004 1.5000000000000002 2022.2656250000002 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 3 4 9 6 -6 8 -7 10 11 12 15 -14 -5 -3 24 18 -2 -19 -15 -18 -23 -9 25 -12 29 -26 -29 -27 right_child=17 2 -4 14 5 7 -8 23 -10 -11 16 -13 13 20 -16 -17 21 19 -20 -21 -22 22 -24 -25 27 26 -28 28 -30 -31 leaf_value=0.0040290276398447901 0.0014613072026260585 0.0044913179187844963 -0.006717332823767695 0.0004409964084820555 -0.0036703058449028161 -0.027099233773610776 0.0063695542930114106 -0.0037322437077630726 -0.0019887791941731472 -0.00010671249794305646 -0.008417406203408008 -0.008399167043279622 -0.019704169785764176 0.034846470068673231 0.0033677376872415579 -0.0011131150439979019 -0.011791059272185477 0.0027474799783319178 -0.0018156564521873866 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8484 3446 internal_value=5.48812e-05 0.000214376 0.000140428 0.000168817 -1.67957e-05 -0.00458271 -0.00154919 -0.0077554 -0.00360718 0.000316254 0.00127989 -0.000898863 -0.000221272 0.0111681 0.00137051 -0.000604414 0.00281129 -1.2013e-05 -0.00101326 6.59817e-05 0.0152142 -0.0055598 0.00362667 -0.0115111 0.00300328 0.00468947 0.00529493 0.00223005 0.00487083 0.00551007 internal_weight=325896 96296.7 94465.5 94076.1 81489.2 5539.93 2832.08 2707.85 1286.69 75949.3 23167.4 9562.52 8770.2 285.431 12586.8 8484.77 13604.8 229599 16592.7 213006 252.357 305.031 123.282 1421.16 13299.8 4181.4 3996.77 9118.41 2157.54 3963.66 internal_count=1410926 413524 404052 402411 350726 24112 12675 11437 5408 326614 97045 40623 37272 1179 51685 36093 56422 997402 70693 926709 1040 1264 527 6029 55158 17422 16588 37736 8744 16429 is_linear=0 shrinkage=0.03 Tree=328 num_leaves=31 num_cat=0 split_feature=3 1 2 2 2 3 2 2 1 0 2 2 2 0 0 3 2 2 2 0 2 2 1 1 2 1 1 2 2 2 split_gain=3.63551 28.4562 19.2368 21.94 129.66 55.8604 49.8922 44.3346 51.1542 32.3672 80.8166 50.8496 40.0438 37.3204 24.5307 23.7888 22.999 22.8577 20.4761 59.0172 33.7148 31.9844 32.482 20.6187 19.8701 19.0003 18.7971 18.7463 34.4472 22.5641 threshold=1.532000005245209 -8.4999999999999982 72077.554687500015 8322.3417968750018 4784.4965820312509 1.1980000138282778 7602.1542968750009 6336.3120117187509 -3.4999999999999996 45.500000000000007 466.24169921875006 317.97758483886724 282.77769470214849 40.500000000000007 51.500000000000007 1.0619999766349795 152.24964904785159 3985.294067382813 11977.758300781252 44.500000000000007 9293.0400390625018 9293.0400390625018 12.500000000000002 3.5000000000000004 18647.261718750004 4.5000000000000009 -1.4999999999999998 295.06871032714849 202.77236938476565 317.97758483886724 decision_type=2 2 2 2 2 2 2 2 2 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 -6 8 -7 10 11 12 16 -14 18 -8 -3 -12 19 20 -5 23 -23 -21 -20 -10 -15 28 -2 -29 right_child=27 2 -4 14 5 7 15 -9 25 -11 17 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13298.685820788145 791.73107370734215 32.972811758518219 38.632212832570076 4589.4719224274158 329.47557005286217 7713.8650164082646 305.14664770662785 2552.8047499358654 421.76171377301216 919.81860376894474 1075.4747807830572 58.972323939204216 75.267175227403641 2527.2979837656021 95.797402836382389 213.58492547273636 2960.4839525073767 12528.03657963872 210045.75987148285 leaf_count=9472 17663 3283 1641 1501 10609 469 667 6029 4448 229569 55158 3351 139 161 18880 1399 32810 1264 10435 1743 3763 4515 256 354 10238 491 879 12526 53030 914183 internal_value=5.32355e-05 0.000207968 0.000136222 0.000163762 -1.63021e-05 -0.00444912 -0.00150343 -0.00753247 -0.00349969 0.000306779 0.00124165 -0.00087206 -0.000214654 0.0108425 0.00132954 0.00721545 -0.000586349 0.00272715 0.000326111 0.00232994 0.0071402 -0.00145697 -0.00423731 0.00488905 -0.000824046 -0.00161718 0.0147664 -1.1653e-05 -0.00098295 6.40022e-05 internal_weight=325882 96284 94456.1 94066.9 81481.4 5535.25 2830.82 2704.44 1286.42 75946.2 23164.6 9560.72 8768.99 285.19 12585.4 488.707 8483.8 13603.8 7995.97 2915.87 1284.39 1631.48 1134.45 497.029 5080.1 1170.51 252.217 229597 16591.3 213006 internal_count=1410926 413524 404052 402411 350726 24112 12675 11437 5408 326614 97045 40623 37272 1179 51685 2066 36093 56422 32805 12132 5264 6868 4771 2097 20673 4939 1040 997402 70693 926709 is_linear=0 shrinkage=0.03 Tree=329 num_leaves=31 num_cat=0 split_feature=3 1 2 2 2 3 2 2 1 0 2 2 2 0 0 2 1 1 1 2 0 1 2 1 0 2 2 2 2 1 split_gain=3.42106 26.8276 18.1096 20.646 122.097 52.6684 47.1316 41.89 48.5107 30.4614 76.0556 47.8853 37.7132 35.1626 23.1545 22.4227 31.6789 28.754 22.7527 21.6446 19.1284 18.4656 18.0261 17.9627 17.9126 29.7397 26.5686 61.9881 27.8745 19.5769 threshold=1.532000005245209 -8.4999999999999982 72077.554687500015 8322.3417968750018 4784.4965820312509 1.1980000138282778 7434.1564941406259 6336.3120117187509 -4.4999999999999991 45.500000000000007 466.24169921875006 317.97758483886724 282.77769470214849 40.500000000000007 52.500000000000007 1958.9346313476565 -3.4999999999999996 1.5000000000000002 23.500000000000004 152.24964904785159 44.500000000000007 -1.4999999999999998 2450.0637207031255 -1.4999999999999998 41.500000000000007 9536.4326171875018 12255.386718750002 9293.0400390625018 18122.241210937504 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 9 6 -6 8 -7 10 11 12 19 -14 24 16 -12 -17 20 -3 -18 -9 -19 -15 26 -26 27 -5 29 -28 right_child=-2 2 -4 14 5 7 -8 21 -10 -11 15 -13 13 23 -16 17 18 22 -20 -21 -22 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.00380474766727922 -1.1303749551119452e-05 0.004228217456140897 -0.006327236969735129 -0.0088750057288014949 -0.0034657632317530592 -0.025571031453583221 0.0060109689400521639 -0.0032844704851135117 -0.0018650418486135481 -0.00010040692164697947 -0.0076249970739387862 -0.0079146991353032051 -0.018656589118754993 0.033233618766036761 0.0031768871452958415 0.00087339101498818783 0.0062217649542463385 -0.00067796114337667537 -0.019952718494796306 -0.0010475376884238321 0.0013144922947573702 -0.012423402080834523 0.0061813339512325812 0.010939847867557436 0.0046273904535493399 -0.0010665508318266684 -0.005295507735685258 0.014233092769867098 0.005035897928852175 0.027575382302345974 leaf_weight=1824.6774328202009 229596.03586694528 769.72362324595451 389.02369186282158 138.856570109725 2230.4638527780771 83.054172545671463 599.20907846093178 239.51823914051056 1202.8185738697648 52781.311999417841 188.41986644268036 791.14040118455887 32.869463622570038 38.36784440279007 3994.3994491547346 7037.1717410981655 3255.8245024979115 429.97279761731625 32.766515761613846 7713.1211938783526 916.02720893919468 1175.7410449162126 1740.9744008928537 213.67900916934013 959.47364385426044 5915.4164047837257 537.38210569322109 421.98306426405907 599.37171579897404 16.816875502467155 leaf_count=9472 997402 3283 1641 569 10130 335 2545 973 5073 229569 851 3351 139 161 16441 29321 13510 1729 156 32810 3773 5056 7082 879 4009 24281 2180 1719 2418 68 internal_value=5.16389e-05 0.000201752 0.000132143 0.000158859 -1.5822e-05 -0.00431925 -0.00145898 -0.00731563 -0.00339621 0.000297596 0.00120464 -0.000846057 -0.000208233 0.0105276 0.00128982 0.00264587 0.00440939 0.00180452 0.00494868 -0.000568822 0.00514426 -0.0108767 0.0048228 0.0143335 0.000412249 -0.000271893 0.0031557 0.00851183 0.000551674 -0.00429806 internal_weight=325866 96269.6 94444.9 94055.9 81472.2 5530.8 2829.67 2701.13 1285.87 75941.4 23160.1 9558.9 8767.76 284.916 12583.7 13601.2 4393.04 9208.12 4204.62 8482.84 4171.85 1415.26 2170.95 252.047 8589.3 6874.89 1714.41 560.84 1153.57 554.199 internal_count=1410926 413524 404052 402411 350726 24112 12675 11437 5408 326614 97045 40623 37272 1179 51685 56422 18290 38132 17439 36093 17283 6029 8811 1040 35244 28290 6954 2288 4666 2248 is_linear=0 shrinkage=0.03 Tree=330 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 2 2 2 0 2 0 2 2 2 2 1 2 2 1 2 2 2 0 0 2 1 1 0 0 1 split_gain=5.04232 6.77723 15.676 4.66806 4.46911 11.9256 13.1632 5.44988 4.44079 21.4525 20.5647 26.6302 78.3704 29.867 37.7697 34.0655 26.9879 25.5648 37.1915 52.1706 38.9591 27.9467 32.7074 20.3653 64.8625 29.99 31.739 39.9648 60.6419 85.6102 threshold=80.000000000000014 75.500000000000014 10240.441894531252 73.500000000000014 97.500000000000014 58553.552734375007 89168.484375000015 4881.8349609375009 49.500000000000007 3754.1591796875005 45.500000000000007 269.47608947753912 1148.2519531250002 837.96789550781261 957.19903564453136 2.5000000000000004 188.87422180175784 418.29415893554693 1.0000000180025095e-35 295.06871032714849 288.74774169921881 498.67184448242193 48.500000000000007 51.500000000000007 3645.8532714843755 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 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 3 -3 4 8 7 -7 -6 10 23 -1 16 13 17 -15 -16 -12 18 19 -13 -20 22 -19 -10 -25 26 27 -26 29 -29 right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 11 12 -14 14 15 -17 -18 21 20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=2.7632777336090542e-05 -0.01090307100158453 -0.014412045314496155 0.031812752790359507 -0.015383849838213476 -0.0027430965113020931 -0.040326848944496403 -0.0073898926776327853 0.016150228762797387 0.0010925212123703394 0.00081542997790700993 -0.00030465980645397569 0.012417271143609574 -0.00058743975607305501 -0.016531244778083015 -0.0029389113711433836 -0.02044224382477321 0.0046540435368234911 0.021517219174498524 -0.027198971525961811 -0.010944068843789961 -0.0059116860951758327 -0.003063695666739604 -0.0018248054728148529 4.6893725221556317e-05 -0.0066939259497440801 -0.012084143716276714 0.0021895201770508123 0.015008466333575101 -0.0037367545443833861 -0.0043517641918226178 leaf_weight=215529.76846674411 38.136675405316055 10.489796206355097 17.818891853094101 17.740043684840202 31.341075621545315 12.793314494192598 74.593203812837601 24.468535508960485 9749.1103279814124 31666.610786996782 4441.3956640064716 147.00450848042965 12627.105571083724 451.6491375118494 655.18171988427639 118.11327292770147 1270.3580531477928 102.53942587971687 140.15777794271708 207.43761736154556 172.74246980249882 722.69372056424618 114.19591185450554 40722.242670223117 2199.1756975501776 317.57170785963535 1032.1318944841623 422.48410318791866 2645.0905811786652 400.36653345823288 leaf_count=937908 349 44 87 75 176 73 392 133 44241 131641 19158 591 54431 2213 2889 734 5305 444 729 834 944 3269 512 171143 11405 1741 5197 1762 11353 2020 internal_value=4.79595e-06 6.07182e-06 0.0146841 4.79729e-06 5.6347e-06 -0.00529308 -0.0122118 0.00554028 7.96321e-06 0.000188417 -6.0006e-05 -0.000952224 -0.00159898 -0.0061096 -0.00963827 -0.00561237 0.000798211 -0.00341947 -0.00790923 -0.00125498 -0.0154469 -0.000230071 0.00921852 -0.000156965 -0.000412131 -0.00307609 -0.00264907 -0.0035303 -0.00152411 0.00558854 internal_weight=326083 326044 28.3087 326016 325998 143.196 87.3865 55.8096 325855 89154.8 236700 21170.6 15458.8 2831.72 1224.94 773.295 5711.75 1606.77 667.342 354.442 312.9 939.429 216.735 57488.2 47739.1 7016.82 6699.25 5667.12 3467.94 822.851 internal_count=1411793 1411444 131 1411313 1411238 774 465 309 1410464 380503 1029961 92053 67590 13159 5836 3623 24463 7323 3098 1425 1673 4225 956 248862 204621 33478 31737 26540 15135 3782 is_linear=0 shrinkage=0.03 Tree=331 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 2 2 2 0 2 0 2 2 2 2 1 2 2 1 2 2 2 0 0 2 1 1 0 0 1 split_gain=4.76506 6.41759 14.8737 4.39065 4.21368 11.2605 12.7412 5.10385 4.17882 20.1865 19.3603 25.0718 74.0078 28.2886 35.9081 32.6331 25.394 24.1791 35.4277 49.0857 37.511 26.2824 30.6847 19.1639 61.1084 28.4799 29.9047 37.7148 57.1302 80.7834 threshold=80.000000000000014 75.500000000000014 10240.441894531252 73.500000000000014 97.500000000000014 58553.552734375007 89168.484375000015 4881.8349609375009 49.500000000000007 3754.1591796875005 45.500000000000007 269.47608947753912 1148.2519531250002 837.96789550781261 957.19903564453136 2.5000000000000004 188.87422180175784 418.29415893554693 1.0000000180025095e-35 295.06871032714849 288.74774169921881 498.67184448242193 48.500000000000007 51.500000000000007 3645.8532714843755 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 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 3 -3 4 8 7 -7 -6 10 23 -1 16 13 17 -15 -16 -12 18 19 -13 -20 22 -19 -10 -25 26 27 -26 29 -29 right_child=-2 2 -4 -5 5 6 -8 -9 9 -11 11 12 -14 14 15 -17 -18 21 20 -21 -22 -23 -24 24 25 -27 -28 28 -30 -31 leaf_value=2.680384792220184e-05 -0.010621575825619445 -0.01401610904303398 0.031114683716500946 -0.014917241512491148 -0.0026629357384236655 -0.039829998062330556 -0.0071756159818627454 0.015603986049342723 0.0010598061325492387 0.0007910219523387422 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421.32275758683681 2644.2414428889751 399.59930178523064 leaf_count=937908 349 44 87 75 176 73 392 133 44241 131641 19158 591 54431 2213 2889 734 5305 444 729 834 944 3269 512 171143 11405 1741 5197 1762 11353 2020 internal_value=4.64418e-06 5.88192e-06 0.0143326 4.64536e-06 5.4577e-06 -0.00514376 -0.0118882 0.00536685 7.71698e-06 0.000182779 -5.8216e-05 -0.000924079 -0.00155188 -0.00594146 -0.00938315 -0.00545725 0.000774289 -0.00332273 -0.00769942 -0.0012174 -0.0150957 -0.000223336 0.00893426 -0.000152288 -0.000399844 -0.0029872 -0.0025719 -0.00342858 -0.00147952 0.00543388 internal_weight=326064 326026 28.1373 325998 325980 142.965 87.085 55.8802 325837 89144.4 236693 21163 15451.4 2824.82 1220.62 771.5 5711.58 1604.21 665.064 354.437 310.626 939.144 216.914 57480 47731.4 7009.04 6693.35 5660.27 3465.16 820.922 internal_count=1411793 1411444 131 1411313 1411238 774 465 309 1410464 380503 1029961 92053 67590 13159 5836 3623 24463 7323 3098 1425 1673 4225 956 248862 204621 33478 31737 26540 15135 3782 is_linear=0 shrinkage=0.03 Tree=332 num_leaves=31 num_cat=0 split_feature=1 2 3 2 3 2 3 1 0 2 3 3 2 1 1 2 3 3 2 3 3 2 2 2 3 2 2 2 2 2 split_gain=4.58649 4.21537 47.5109 122.459 136.711 90.0293 85.2025 51.9643 41.5373 36.3772 112.274 64.5458 89.019 69.5459 38.9478 38.7503 174.807 63.8005 42.6752 42.2059 35.555 124.418 112.574 111.034 127.384 45.2331 37.747 34.6738 34.3215 33.4075 threshold=88.500000000000014 5922.5739746093759 2.3904999494552617 11197.012207031252 1.532000005245209 8136.8720703125009 1.1510000228881838 1.0000000180025095e-35 45.500000000000007 10727.411621093752 4.4095001220703134 4.4095001220703134 19759.034179687504 1.0000000180025095e-35 -8.4999999999999982 7434.1564941406259 3.4465000629425053 3.0835000276565556 9078.9726562500018 3.0835000276565556 7.0125000476837167 14858.619628906252 16701.354492187504 14212.430175781252 5.9049999713897714 29989.942382812504 12812.083496093752 10470.297851562502 13381.118652343752 68839.980468750015 decision_type=2 2 2 2 2 2 2 2 2 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 -6 -5 10 15 12 13 14 -11 16 19 18 -17 -4 22 26 23 24 28 -24 -22 -12 -13 -27 right_child=-2 2 9 8 7 -7 -8 -9 -10 11 27 20 -14 -15 -16 17 -18 -19 -20 -21 21 -23 25 -25 -26 29 -28 -29 -30 -31 leaf_value=8.8980929912717255e-05 -0.014658755095327514 0.0012605843501842188 0.0065717399041617004 -0.0010160158133711156 -0.0053166651038466413 0.0017978451246526998 -0.0088678655397613458 -0.012701908792426393 0.0015305454451752035 -0.015493159474307501 -0.0020894189293826451 0.0048225369220947631 -0.00072857442245536719 -0.011615193564302375 -0.00044890051105668229 0.0036513131801622768 -0.006279243258279354 0.0055806120909277397 -0.016350805414636543 0.00063745808135087301 -0.0018635520110281926 0.00035872311436174309 -0.0076162559700444707 0.011052180597747756 -0.0034814362257471346 0.0020409019302764951 -0.0095861230553989547 0.0055962199946777615 0.014726431786537129 -0.0021125887474562175 leaf_weight=203652.60481616016 19.197142301127315 1196.1307698264718 3130.9658632650971 13008.327543117106 1885.940200984478 3726.1051146388054 1992.9390038251877 1572.3656607270241 10352.253063738346 175.2545278519392 7135.6938019078225 3130.2757277190685 12703.474056467414 1327.4762470126152 1331.9343992173672 179.8794799298048 1876.4014889672399 5737.6479382663965 205.86618006229401 1645.5573531612754 915.38371131941676 35102.894465839956 804.75417096167803 1687.3028996735811 2140.674006357789 3373.4439548701048 1508.175753004849 570.54492696747184 350.14286017417908 3605.6797324940562 leaf_count=877180 259 5278 12882 52797 7682 15423 8581 6452 43041 747 30580 12989 51592 5329 5421 739 7717 23600 852 6752 4138 172264 3270 7151 9011 13744 7523 2415 1458 14926 internal_value=4.49724e-06 5.36065e-06 -0.000133799 -0.00109199 -0.00380444 -0.00136892 -0.00506897 -0.00867447 0.000112494 0.000230867 0.00133949 -0.000102299 -0.00180121 -0.0066082 -0.00219823 0.00306448 0.00147942 0.00478661 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threshold=80.000000000000014 1.0000000180025095e-35 75.500000000000014 10240.441894531252 1.5000000000000002 40.666500091552741 69.500000000000014 397.09068298339849 99998.222656250015 16701.354492187504 12.500000000000002 11.500000000000002 5.5000000000000009 39331.130859375007 28052.395507812504 4.5000000000000009 37.500000000000007 32.500000000000007 19.500000000000004 37956.898437500007 5.5000000000000009 2073.8535156250005 2911.024291992188 1268.2044067382815 5.5000000000000009 2.5000000000000004 44208.716796875007 72077.554687500015 91.500000000000014 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 -1 4 -4 -3 6 8 -8 9 10 20 12 13 14 25 -16 17 18 -13 -18 -6 23 -23 -22 -25 -11 -20 -9 -29 -19 right_child=-2 2 3 -5 5 -7 7 27 -10 11 -12 16 -14 -15 15 -17 19 29 26 -21 21 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.030074871804845259 -0.010201019301776321 5.5680062048845888e-05 -0.013692985856909956 0.030418894063689274 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1407579 131 1407448 269186 268932 23559 245373 238007 201431 36576 10823 2943 1191 742 25753 15844 12817 9909 10077 8998 6139 2859 1388 449 692 22102 3121 3027 is_linear=0 shrinkage=0.03 Tree=334 num_leaves=31 num_cat=0 split_feature=2 3 0 0 0 1 2 0 0 2 2 1 2 0 1 2 2 1 1 0 2 0 2 0 3 0 0 2 2 0 split_gain=4.30237 34.256 31.3542 39.0915 29.0871 29.3699 26.3345 32.387 32.3069 42.7286 38.8177 44.2595 32.5089 84.7346 24.2999 22.9435 23.9816 22.6881 25.0506 21.962 60.5301 102.24 93.0201 105.133 92.1761 87.9283 88.7706 65.044 58.0036 63.3393 threshold=16278.651855468752 74.000000000000014 11.500000000000002 38.500000000000007 31.500000000000004 -8.4999999999999982 89168.484375000015 1.5000000000000002 2.5000000000000004 17636.074218750004 16701.354492187504 1.0000000180025095e-35 18647.261718750004 9.5000000000000018 -23.499999999999996 56351.945312500007 45803.917968750007 29.500000000000004 8.5000000000000018 11.500000000000002 12538.349609375002 18.500000000000004 15542.858398437502 13.500000000000002 2.279500007629395 35.500000000000007 47.500000000000007 14212.430175781252 11197.012207031252 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 6 4 5 -4 8 -8 9 10 -2 -12 13 -10 -15 16 -11 18 -6 28 -21 22 23 -22 25 -23 -27 -25 -1 -30 right_child=2 -3 3 -5 17 -7 7 -9 12 15 11 -13 -14 14 -16 -17 -18 -19 -20 20 21 24 -24 27 -26 26 -28 -29 29 -31 leaf_value=-0.00032355987343520704 -0.01064569422690036 -0.011348568171940585 -0.006552062758684263 0.00036704510230462997 -0.0034599626484577983 -0.00077030658220409354 0.0094894817976568166 -0.00075799658123384516 -0.011322267375092699 -0.0029225612484886712 0.013792180799310683 0.10115962854043578 0.0021397893632362679 -0.038647303397115626 0.0036097846155989225 0.00038148893246513194 -0.013789611712166361 0.013817255254994647 -0.014675104886548031 3.9326343145058405e-05 -0.001707188380522231 0.010006384504314899 0.017266266917784528 0.0054937186779288379 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44.0187 45.6642 29.425 21.543 30.271 18.7814 19.2192 16.6341 16.4143 14.9661 14.3391 20.393 threshold=1.5000000000000002 16701.354492187504 8.545499801635744 4143.0483398437509 3645.8532714843755 2363.3640136718755 6.5000000000000009 2808.646850585938 3501.286010742188 586.10861206054699 99998.222656250015 11.500000000000002 5.5000000000000009 39331.130859375007 58.500000000000007 26.500000000000004 90.500000000000014 5.5000000000000009 28052.395507812504 7.5000000000000009 26225.782226562504 79088.097656250015 7.5000000000000009 7.5000000000000009 23051.732421875004 71.500000000000014 77.500000000000014 18122.241210937504 7.5000000000000009 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 5 9 -7 -8 -9 -4 11 12 13 -3 15 28 -16 20 19 -19 23 22 -20 27 -25 -13 -27 -14 29 -12 right_child=1 10 3 -5 -6 6 7 8 -10 -11 14 25 17 -15 16 -17 -18 18 21 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=8.8593120884981967e-05 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7647.76 1152.83 120.592 1702.28 652.363 internal_count=1410539 269222 217158 7399 4627 3435 1197 864 484 2238 52064 42136 10971 3027 9928 7249 2679 7944 959 555 6985 404 276 3363 2874 31165 4774 489 6942 2618 is_linear=0 shrinkage=0.03 Tree=336 num_leaves=31 num_cat=0 split_feature=1 2 3 2 0 0 2 0 0 0 0 0 1 2 0 2 2 1 0 2 2 2 2 2 3 2 2 0 2 0 split_gain=5.0364 15.2825 39.1228 19.0047 28.2173 37.2266 42.2471 17.5877 18.7959 17.9501 16.6388 17.6446 14.8303 41.8758 43.0679 28.7136 20.5914 28.5723 17.6789 18.1164 14.4431 36.6452 36.6999 22.9264 17.373 14.0592 13.6832 13.3475 13.5658 13.3353 threshold=1.5000000000000002 16701.354492187504 7.0125000476837167 94341.222656250015 11.500000000000002 5.5000000000000009 39331.130859375007 58.500000000000007 26.500000000000004 90.500000000000014 71.500000000000014 77.500000000000014 5.5000000000000009 28052.395507812504 7.5000000000000009 26225.782226562504 79088.097656250015 7.5000000000000009 7.5000000000000009 23051.732421875004 4143.0483398437509 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17.0066 16.8217 18.3892 18.5946 14.7992 39.0567 40.6296 26.2848 19.0835 27.0288 16.6417 17.0789 14.7602 14.4585 threshold=1.5000000000000002 16701.354492187504 8.545499801635744 12.393000125885012 4143.0483398437509 2363.3640136718755 2808.646850585938 99998.222656250015 11.500000000000002 5.5000000000000009 39331.130859375007 3501.286010742188 58.500000000000007 7.5000000000000009 5.5000000000000009 3.5000000000000004 90.500000000000014 586.10861206054699 999.28067016601574 1268.2044067382815 5.5000000000000009 28052.395507812504 7.5000000000000009 26225.782226562504 79088.097656250015 7.5000000000000009 7.5000000000000009 23051.732421875004 71.500000000000014 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 -2 5 11 17 -7 8 9 10 -3 -5 13 14 15 -9 -14 -4 -19 -20 23 22 -22 26 25 -23 -11 -28 -10 -30 right_child=1 7 3 4 -6 6 -8 12 28 20 -12 -13 16 -15 -16 -17 -18 18 19 -21 21 24 -24 -25 -26 -27 27 -29 29 -31 leaf_value=8.335819631993089e-05 -0.00028436300754124718 -0.010327977252222516 -0.023246163265831739 -0.001346159402463927 -0.0081309466505420803 -0.032519823263652527 -0.0083460100318430326 -0.0075207923465843533 0.00087440030300514301 -0.0072062180472178715 0.0042085882479053925 0.011533782599439435 0.007598633196600816 -0.0054762437690649372 0.0061659174405073684 0.024784066146034785 -0.0025718153193639002 0.023590966390423896 -0.013228452592020415 0.00223778686146358 -0.031015386093647599 -0.0094617922445136057 0.015905385402287649 0.010541016988382074 0.0038988630428031025 -0.048258940877558429 0.0024503275257764983 0.013824307149529244 -0.0072343553034823508 -0.0002588841885528963 leaf_weight=263447.77965604072 47820.371587648988 292.05052898824215 31.501932382583618 196.81311028450727 298.2501273304224 68.674650698900223 534.63330043107271 301.05609807372093 6494.8965982049704 120.49844218790531 402.31944510340691 186.16525945812464 312.19448092579842 1119.8455001264811 316.09861050546169 35.335124373435974 281.30319610890001 26.660325169563293 98.909043163061142 239.04811541736126 19.322314769029617 42.559991389513016 118.29864121973515 878.15644420683384 31.870820432901382 26.054690912365913 564.12316742539406 150.51959815621376 421.51919133961201 731.61044681444764 leaf_count=1141317 209759 1238 146 880 1331 326 2285 1208 26391 489 1789 803 1324 4631 1268 142 1355 118 451 1059 79 171 476 3622 128 105 2267 607 1696 3078 internal_value=2.7761e-05 -0.00020787 -0.000438644 -0.00482846 -0.000796808 -0.00757651 -0.0110977 0.000694491 0.00123522 0.00388349 -0.00190546 0.00491476 -0.00165825 -0.00314384 0.000859179 -0.00412743 0.00277809 -0.00221355 -0.000396394 -0.00228868 0.00594338 -0.00106469 0.0093176 0.00691733 -0.0152839 -0.024194 0.00310699 0.00484594 0.000319078 -0.00280872 internal_weight=325608 62160.7 49501 1680.66 681.228 999.427 603.308 12659.6 10293.8 2645.77 694.37 382.978 2365.83 1772.34 652.49 336.391 593.498 396.119 364.617 337.957 1951.4 238.106 137.621 1713.3 100.486 68.6147 835.141 714.643 7648.03 1153.13 internal_count=1410539 269222 217158 7399 3014 4385 2611 52064 42136 10971 3027 1683 9928 7249 2618 1350 2679 1774 1628 1510 7944 959 555 6985 404 276 3363 2874 31165 4774 is_linear=0 shrinkage=0.03 Tree=338 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 0 2 0 0 0 0 2 2 2 2 0 0 0 2 1 2 0 2 2 1 2 2 0 0 1 split_gain=4.46032 13.5362 35.3582 16.9248 25.089 33.0487 37.5228 15.6664 17.6504 16.0044 15.4389 25.9116 19.6063 29.1078 22.0787 15.081 14.7611 15.6803 14.1683 13.1342 37.0948 38.3382 26.0148 18.3825 25.6206 12.9907 12.9261 12.5482 24.7813 16.9834 threshold=1.5000000000000002 16701.354492187504 11.500000000000002 94341.222656250015 11.500000000000002 5.5000000000000009 39331.130859375007 58.500000000000007 26.500000000000004 90.500000000000014 7.5000000000000009 4143.0483398437509 2073.8535156250005 2808.646850585938 1268.2044067382815 77.500000000000014 71.500000000000014 77.500000000000014 1235.1978759765627 5.5000000000000009 28052.395507812504 7.5000000000000009 31044.129882812504 79088.097656250015 7.5000000000000009 3432.9526367187505 21631.834960937504 37.500000000000007 32.500000000000007 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 10 4 5 6 26 8 -5 -9 11 25 14 -14 18 -4 27 -18 -12 22 21 -21 -7 24 -22 -2 -3 28 29 -6 right_child=1 3 15 7 16 19 -8 9 -10 -11 12 -13 13 -15 -16 -17 17 -19 -20 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=8.0857860073700887e-05 -0.0010057193608951757 0.0066074354530528904 -0.00016205519574564211 -0.0022550818609518306 0.0004405743957217942 0.0039721543554106552 0.0041088864336103152 0.0069892682107736631 -0.01639212690430222 -0.0026352347204124577 -0.0043136701085864232 -0.0076573503965225113 -0.023903508265116571 -0.0070114324617968279 0.0047462545005291139 -0.002962960352960918 -0.0074785041056021255 -0.00012141206149608956 -0.02290740686567834 -0.030224574920933028 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-0.000201678 -0.000425549 0.00067389 0.00122281 0.00376571 -0.0018469 -0.00151882 -0.00287114 0.00259605 -0.00449965 -0.000615336 -0.00643776 -0.00930443 -0.00143875 -0.00026774 0.00034551 -0.00283078 -0.00859787 0.00580691 -0.00088875 0.00905327 0.00673421 -0.0153882 -0.0235024 0.0047748 -0.0100362 0.000901302 -0.000196593 0.000973752 internal_weight=325598 62151.3 49495.8 12655.4 10121.6 2596.25 692.397 2533.82 1907.08 626.744 1845.72 614.385 1231.33 782.57 448.762 47650.1 7525.38 1120.7 208.001 1903.85 231.594 137.389 1672.26 94.205 68.5177 348.01 291.534 6404.68 3804.19 3083.74 internal_count=1410539 269222 217158 52064 41445 10784 3023 10619 7799 2820 8023 2672 5351 3345 2006 209135 30661 4638 945 7761 934 555 6827 379 276 1505 1238 26023 15449 12441 is_linear=0 shrinkage=0.03 Tree=339 num_leaves=31 num_cat=0 split_feature=1 1 2 3 0 2 2 2 2 0 2 2 0 2 2 0 2 1 2 0 1 0 1 2 0 2 3 2 2 1 split_gain=4.29795 4.0176 13.4758 11.9964 10.8513 10.5925 21.839 16.3529 11.1985 10.1043 30.7772 30.6979 29.1816 48.2296 58.0214 26.6142 22.1571 26.2011 20.3008 18.5414 18.3444 16.2824 12.3246 11.5477 11.2173 11.0149 10.0995 93.4858 41.8432 19.5594 threshold=80.000000000000014 1.5000000000000002 2127.8171386718755 1.0205000042915346 2.5000000000000004 1317.2869262695315 1608.1567382812502 490.42837524414068 249.38574218750003 65.500000000000014 308.83364868164068 87.134357452392592 59.500000000000007 263.91864013671881 525.24191284179699 63.500000000000007 1608.1567382812502 7.5000000000000009 87.134357452392592 67.500000000000014 14.500000000000002 73.500000000000014 13.500000000000002 586.10861206054699 21.500000000000004 342.58499145507818 1.1054999828338625 2583.655151367188 6054.8757324218759 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 3 5 -4 7 -7 8 -3 12 11 -11 20 18 22 23 17 19 -14 -12 -5 -18 -15 -16 -22 -19 27 -6 -29 -30 right_child=-2 2 4 9 26 6 -8 -9 -10 10 16 -13 13 14 15 -17 21 25 -20 -21 24 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=7.8432542895750826e-05 -0.010346488863767872 0.0063109532211845336 -0.017887879093030634 -0.00081419329212290806 0.0069390136834782887 -0.03197324469388052 0.0012868305193786838 0.023747075192482578 -0.010745759029305336 0.023455480767724846 0.0094169443638448917 -0.0133866518254537 0.022194913089803998 0.016446955559766267 -0.034038335206899285 0.01305307292129537 -0.022536731667187674 -0.014716841764043316 -0.004091955424363589 -0.0027533748611875976 -0.02232721391944292 -0.0011924626035347407 0.043477917980533153 -0.0048270610271563489 -0.005003132287639973 0.012251616305164272 0.00027094295285795853 -0.0084436016339523821 -0.0022268441163576639 0.0088924645890127076 leaf_weight=263445.06880707387 35.948416121304035 279.97720801830292 30.067314252257347 16694.001886934042 827.49831245839596 19.835365638136864 170.43994978070259 43.801489785313606 39.534569069743156 21.718635722994804 123.21910332143307 324.08534731715918 27.890151262283325 333.66261556744576 13.053904160857199 88.51782089471817 73.301686778664589 14.782247126102446 508.89721147716045 1315.104228079319 35.586956605315208 57.318193703889847 15.904300943017004 181.86605697870255 614.23783362656832 174.94077903032303 38026.166648231447 1247.9945951774716 617.41616928577423 185.05165485292673 leaf_count=1141317 342 1331 144 76035 3332 86 692 199 187 93 537 1593 119 1465 56 387 316 84 2449 6047 192 251 84 800 3637 884 157616 6851 2600 813 internal_value=2.61171e-05 2.72625e-05 -0.000189794 -0.000804261 0.000128015 0.00355386 -0.00218039 0.00655702 0.00420045 -0.000921275 -0.00289108 -0.0110727 -0.000697365 0.00388879 0.00949825 -0.000588426 -0.00128233 -0.000328534 -0.00272615 -0.00171076 -0.00100669 -0.0131705 0.0176768 -0.00678336 -0.00595187 0.0101504 0.000141258 -0.00157225 -0.00500711 0.000337304 internal_weight=325587 325551 62105.9 21171.7 40934.2 553.589 190.275 363.313 319.512 20618.1 2104.47 345.804 18513.6 1169.79 633.005 283.438 1758.67 1628.05 536.787 1438.32 17343.8 130.62 349.567 194.92 649.825 189.723 40904.1 2877.96 2050.46 802.468 internal_count=1410539 1410197 268880 97524 171356 2495 778 1717 1518 95029 9805 1686 85224 5360 2792 1243 8119 7552 2568 6584 79864 567 1549 856 3829 968 171212 13596 10264 3413 is_linear=0 shrinkage=0.03 Tree=340 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 2 2 0 2 0 2 1 2 0 0 2 2 2 2 0 0 2 2 2 2 0 2 2 1 0 split_gain=4.87697 3.72181 12.5169 24.1231 11.5661 9.77836 18.506 18.024 12.623 10.2927 11.502 9.56777 11.4313 14.4825 13.8073 33.4606 16.6586 16.6243 13.8763 10.4702 11.4998 23.9669 33.0906 19.1071 18.2399 13.8604 17.2939 18.0438 14.3861 9.75249 threshold=88.500000000000014 10.500000000000002 23.500000000000004 3501.286010742188 498.67184448242193 32150.583984375004 40991.593750000007 16.500000000000004 12812.083496093752 14.500000000000002 4063.8671875000005 18.500000000000004 3645.8532714843755 74.500000000000014 54.500000000000007 2215.613159179688 498.67184448242193 3432.9526367187505 353.37509155273443 40.500000000000007 49.500000000000007 10010.478027343752 4685.5603027343759 1383.2932128906252 11977.758300781252 73.500000000000014 606.20260620117199 35406.285156250007 69.500000000000014 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 -1 3 4 -3 8 -7 -8 9 10 -5 12 13 14 15 -4 18 -18 -16 -13 21 22 23 -21 -23 -22 -27 -28 -29 -14 right_child=-2 2 11 5 -6 6 7 -9 -10 -11 -12 19 29 -15 16 -17 17 -19 -20 20 25 24 -24 -25 -26 26 27 28 -30 -31 leaf_value=2.4648226392120184e-05 -0.015867123442337434 0.01163577784014341 -0.0023025638963662626 0.011033460386805007 -0.013376573795325246 0.023263592862516419 0.013939192131564348 -0.0044658664960027378 -0.0074882062801263829 0.0074472920343761932 -0.020634846094185279 0.0026768258991018627 -0.011555779434205108 0.017355599907795304 -0.0012069908372188264 0.010742416143834473 -0.012565065937804891 0.016118968845731985 0.026057958085247534 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internal_value=9.3526e-06 1.0201e-05 -0.000701299 0.002875 -0.00932982 0.00516896 0.00970033 0.00495403 0.00219375 0.00517154 -0.00833553 -0.00118702 -0.00241498 -0.000428431 -0.000966277 0.0010121 -0.00571506 -0.010312 0.00266948 4.11578e-05 -0.00121131 -0.00459489 -0.00727071 -0.00404273 0.00848797 0.000369458 -0.00381562 -0.0050251 0.00308581 -0.00422891 internal_weight=325881 325863 6485.09 775.463 122.691 652.771 258.724 191.656 394.048 301.361 43.4538 5709.63 2855.07 1362.7 1322.69 933.706 388.988 251.242 137.746 2854.56 1935.03 616.161 511.537 433.883 104.624 1318.87 462.47 443.206 158.545 1492.37 internal_count=1411681 1411430 30495 3330 653 2677 1059 783 1618 1243 190 27165 14290 7320 7115 5152 1963 1114 849 12875 8828 3060 2620 2175 440 5768 2053 1965 701 6970 is_linear=0 shrinkage=0.03 Tree=341 num_leaves=31 num_cat=0 split_feature=1 1 2 0 2 1 0 2 2 2 2 0 2 0 2 2 0 1 2 0 0 2 2 2 2 0 2 1 2 3 split_gain=4.63314 3.55926 6.3205 14.8866 4.08478 3.49477 11.7909 22.7595 10.9444 9.22907 17.5239 17.0576 11.8766 9.68748 10.8326 9.46383 9.41521 9.00969 10.7694 13.5253 13.0147 31.441 15.7381 15.675 12.9352 10.0807 24.6884 15.7496 13.0371 11.9826 threshold=88.500000000000014 -54.499999999999993 84498.644531250015 4.5000000000000009 9536.4326171875018 10.500000000000002 23.500000000000004 3501.286010742188 498.67184448242193 32150.583984375004 40991.593750000007 15.500000000000002 12812.083496093752 14.500000000000002 4063.8671875000005 10727.411621093752 16.500000000000004 18.500000000000004 3645.8532714843755 74.500000000000014 54.500000000000007 2215.613159179688 498.67184448242193 3432.9526367187505 377.98133850097662 84.500000000000014 45803.917968750007 69.500000000000014 99998.222656250015 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 -1 -5 -3 7 8 -7 12 -11 -12 13 14 -9 16 -15 18 19 20 21 -8 24 -24 -22 28 -27 -28 29 -19 right_child=-2 5 -4 4 -6 6 17 9 -10 10 11 -13 -14 15 -16 -17 -18 25 -20 -21 22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.049123316047298755 -0.015537972132859445 2.270778045700108e-05 0.028957900423214267 -0.011195522578915507 0.015285892199171964 0.011231490883235412 -0.0022362438138236506 0.010652578012411769 -0.013063419652320116 0.022653426734966627 0.014909258909179548 -0.0031276532311010118 -0.0072599868070422026 -0.014882354009435586 -0.020046119474816212 0.020398954466139204 0.0067154369974640575 -0.0017011760357195215 -0.0041064421377284095 0.016699870205946717 -0.00025429596289737195 0.010403411531345413 -0.012234109878097657 0.015570114163297868 0.032310627962019806 -0.016858702148403674 -0.0016374045058008828 0.028416852193210242 -0.02317506287384339 0.002417735504479975 leaf_weight=4.4283021157607427 17.250400366261601 319332.12584148347 10.375481443013994 6.6608881950378445 24.616619884967804 19.946367353200912 695.61066696047783 16.954376056790352 102.15765526890755 66.811864763498306 84.270763367414474 107.2368096113205 92.73171478509903 20.01601430773735 26.537654802203178 41.241486817598343 196.51830756664276 1079.442366912961 1490.8060407936573 40.320991367101669 125.86393366008997 237.62565012276173 230.65022619068623 19.816345542669296 12.026802986860273 101.81913846731186 85.023660238832235 19.244740098714828 20.704226046800613 1546.1907791346312 leaf_count=83 251 1379966 549 68 269 99 4170 82 554 276 349 434 375 83 108 168 802 5121 6970 205 791 982 1029 85 58 484 368 100 90 6712 internal_value=9.06805e-06 9.89109e-06 0.00834686 0.00235766 0.00964638 8.71194e-06 -0.000681044 0.00279245 -0.00909471 0.00501754 0.0094245 0.00480929 0.00212818 0.00501791 -0.00807893 0.00722761 0.00471898 -0.00115254 -0.00234466 -0.000416144 -0.000938343 0.000982133 -0.00555332 -0.0100343 0.00258601 3.9705e-05 -0.0063511 0.00390969 0.000537398 0.000724381 internal_weight=325875 325858 46.0813 35.7058 31.2775 325812 6479.57 774.423 122.104 652.319 258.319 191.508 394 301.268 43.492 257.776 216.534 5705.15 2852.72 1361.91 1321.59 933.236 388.357 250.467 137.891 2852.42 206.088 104.268 2646.34 2625.63 internal_count=1411681 1411430 969 420 337 1410461 30495 3330 653 2677 1059 783 1618 1243 190 1053 885 27165 14290 7320 7115 5152 1963 1114 849 12875 952 468 11923 11833 is_linear=0 shrinkage=0.03 Tree=342 num_leaves=31 num_cat=0 split_feature=1 1 2 0 2 0 1 0 2 2 2 2 0 2 0 2 2 0 1 2 0 0 2 2 2 2 0 2 1 2 split_gain=4.4008 3.37762 6.16406 13.5524 4.40169 3.51345 3.29114 11.1063 21.4747 10.356 8.70934 16.5979 16.1395 11.1768 9.12091 10.2039 8.94532 8.86465 8.48756 10.1457 12.6363 12.2675 29.5459 14.8844 15.7159 14.7045 9.51681 23.3696 14.9997 12.2434 threshold=88.500000000000014 -54.499999999999993 84498.644531250015 4.5000000000000009 7113.1401367187509 15.500000000000002 10.500000000000002 23.500000000000004 3501.286010742188 498.67184448242193 32150.583984375004 40991.593750000007 16.500000000000004 12812.083496093752 14.500000000000002 4063.8671875000005 10727.411621093752 16.500000000000004 18.500000000000004 3645.8532714843755 74.500000000000014 54.500000000000007 2215.613159179688 457.87971496582037 377.98133850097662 3432.9526367187505 84.500000000000014 45803.917968750007 69.500000000000014 99998.222656250015 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 9 -8 13 -12 -13 14 15 -10 17 -16 19 20 21 22 -9 24 -23 -25 29 -28 -29 -20 right_child=-2 6 -4 4 5 -7 7 18 10 -11 11 12 -14 -15 16 -17 -18 -19 26 -21 -22 23 -24 25 -26 -27 27 28 -30 -31 leaf_value=-0.045641384784744478 -0.015213265074336613 2.2026505059690758e-05 0.028832678846289709 -0.017443331051922542 0.0080825940168405084 0.033839623102760868 0.010843649443629389 -0.0021717604188043181 0.010287001806058236 -0.012756393757447571 0.022062632486436695 0.013191492646528077 -0.0042379557057324454 -0.0070390147697266293 -0.014447944915530057 -0.019477228574576354 0.019842454755338294 0.0065171594070129917 0.00070266917183792893 -0.0039874864900030166 0.01607562924047698 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0.0141801 8.44894e-06 -0.000661137 0.0027127 -0.00886498 0.0048715 0.00915711 0.00466895 0.00206519 0.00487055 -0.00783155 0.00701706 0.00457979 -0.00111868 -0.00227638 -0.000404197 -0.000911203 0.00095306 -0.00539612 0.00261331 -0.00970979 3.85069e-05 -0.00618295 0.00380024 0.000521287 internal_weight=325870 325853 45.7719 35.66 31.04 26.3786 325807 6475.27 773.274 121.527 651.747 257.9 191.353 393.847 301.074 43.5231 257.551 216.423 5701.99 2850.36 1361.12 1320.49 932.767 387.727 135.723 252.004 2851.63 205.349 104.077 2646.28 internal_count=1411681 1411430 969 420 337 291 1410461 30495 3330 653 2677 1059 783 1618 1243 190 1053 885 27165 14290 7320 7115 5152 1963 838 1125 12875 952 468 11923 is_linear=0 shrinkage=0.03 Tree=343 num_leaves=31 num_cat=0 split_feature=1 2 3 3 1 3 2 0 2 2 1 3 0 0 1 0 2 0 2 2 3 0 2 2 0 1 1 0 0 1 split_gain=4.17945 3.22879 10.5055 11.1597 16.7075 19.1689 12.8809 13.2722 10.1552 13.5648 32.3986 17.2383 11.709 16.8255 11.7121 9.31644 8.57848 8.43818 8.78822 21.5692 19.6772 9.46613 10.9657 9.14143 9.0949 8.01088 7.68296 7.57698 6.97604 7.72658 threshold=88.500000000000014 170.15808868408206 1.2994999885559084 2.279500007629395 1.0000000180025095e-35 3.4465000629425053 65.889682769775405 10.500000000000002 112.57336044311525 87.134357452392592 1.0000000180025095e-35 1.9854999780654909 59.500000000000007 56.500000000000007 1.5000000000000002 68.500000000000014 65.889682769775405 77.500000000000014 87.134357452392592 112.57336044311525 3.0835000276565556 71.500000000000014 161.9395446777344 157.11404418945315 73.500000000000014 -3.4999999999999996 -1.4999999999999998 61.500000000000007 38.500000000000007 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 -1 8 5 25 7 -7 9 12 -11 28 13 16 27 -10 -4 18 20 -20 -6 22 -21 -23 -25 -5 -8 -14 -12 -30 right_child=-2 -3 3 4 17 6 26 -9 15 10 11 -13 14 -15 -16 -17 -18 -19 19 21 -22 23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00097272939228777939 -0.014893010769167842 2.9090946746378154e-05 -0.00075165456680730133 0.012852928808524492 0.00086619293068786239 0.021212713406536594 -0.0019945368208628697 -0.028532086223108773 0.0049184807371600798 0.0041342474038462999 -0.0045762327940353743 0.022269179792319276 0.01633165993811897 -0.0059781053352566515 0.025018638319074141 -0.0075595636331747679 0.0079084912529846195 -0.021428969824061939 0.014180107982432855 -0.0087600693499390991 -0.02508404839618433 0.016878316797383521 0.0029088044755844105 -0.022356987907670271 0.0093592320432770368 -0.0012477417127334542 0.024508812419305349 0.00053299771062983992 -0.0080124196405916507 -0.01913986201920892 leaf_weight=9724.0775083974004 16.938561023212969 312146.60878178198 163.61866715550423 39.424826070666313 53.334225177764893 8.5274812355637568 11.672324448823927 11.124261096119879 998.1820842474699 399.10176029801369 203.95854650437832 16.830187454819679 41.769639730453491 190.14518429338932 38.400933384895325 56.922666862607002 277.60694132745266 25.925204172730446 62.157701894640923 332.98012347519398 51.878040537238121 33.840090692043304 92.647451415657997 15.184927746653555 17.532502129673958 451.89968527853489 62.843597643077374 78.983113273978233 152.4155220836401 88.93027675151825 leaf_count=41867 251 1352267 695 177 227 69 73 47 4227 1731 855 71 176 823 161 243 1201 149 264 1497 292 157 406 71 83 1847 348 338 650 418 internal_value=8.53092e-06 9.30554e-06 -0.00044143 0.000857364 -0.00146158 0.00226016 0.0146593 -0.00694632 0.00194619 0.000477582 -0.00212707 -0.00753438 0.00331522 0.00148211 0.0105873 0.00424529 0.00469707 -0.00464044 -0.00398053 -0.00247188 -0.0119293 -0.00457484 -0.00622008 0.00594621 -0.00536101 -0.000116277 0.0203573 0.00599792 -0.0086608 -0.0121126 internal_weight=325865 325849 13701.9 3977.84 1270.97 585.492 94.1677 19.6517 2706.87 1651.76 861.236 462.135 790.524 631.371 159.154 1055.1 441.226 685.48 659.555 554.343 105.212 492.185 425.628 66.5575 32.7174 491.325 74.5159 120.753 445.304 241.346 internal_count=1411681 1411430 59163 17296 5707 2561 537 116 11589 7119 3725 1994 3394 2719 675 4470 1896 3146 2997 2478 519 2214 1903 311 154 2024 421 514 1923 1068 is_linear=0 shrinkage=0.03 Tree=344 num_leaves=31 num_cat=0 split_feature=1 1 2 0 2 0 1 0 2 2 2 2 0 2 0 2 2 0 1 1 2 0 0 2 2 2 2 0 2 0 split_gain=3.9686 3.20465 6.01012 12.376 3.7868 3.43633 3.09431 10.4486 20.2796 9.76965 8.21924 15.7245 15.286 10.5187 8.58796 9.61313 8.45696 8.34662 8.24087 7.98658 9.58086 11.8171 11.569 27.739 14.0819 14.5354 13.8656 9.23204 12.8918 9.20469 threshold=88.500000000000014 -54.499999999999993 84498.644531250015 4.5000000000000009 7269.3449707031259 15.500000000000002 10.500000000000002 23.500000000000004 3501.286010742188 498.67184448242193 32150.583984375004 40991.593750000007 15.500000000000002 12812.083496093752 14.500000000000002 4063.8671875000005 10727.411621093752 16.500000000000004 15.500000000000002 18.500000000000004 3645.8532714843755 74.500000000000014 54.500000000000007 2267.636352539063 457.87971496582037 377.98133850097662 3432.9526367187505 26.500000000000004 5186.7373046875009 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 2 3 -1 -5 -6 -3 8 9 -8 13 -12 -13 14 15 -10 17 -16 -15 20 21 22 23 -9 25 -24 -26 28 -22 -21 right_child=-2 6 -4 4 5 -7 7 19 10 -11 11 12 -14 18 16 -17 -18 -19 -20 29 27 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.042549703392164677 -0.014577221570380407 2.1074808915943325e-05 0.028706940905348088 -0.014993678952562123 0.0077997589532364936 0.03371521998642639 0.010436379895722101 -0.001999851937899279 0.0099349553807567565 -0.01245607581740262 0.021489395592793017 0.014117752471512925 -0.0029744138585082163 -0.0018882391378126505 -0.014028094407092052 -0.018927957944075795 0.019302697091411004 0.0063239179780115061 -0.023010309616686556 0.0025069010730012493 -0.02246931575006756 0.01548960762654744 -0.00023004154927087794 0.01007332839816014 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0.00472906 0.00889683 0.00453189 0.00200328 0.00472688 -0.00759372 0.00681198 0.00444389 -0.00682592 -0.00108526 -0.00220894 -0.000389156 -0.000881574 0.000928654 -0.00524137 0.00254085 -0.00944878 -0.00387273 -0.0110181 3.71712e-05 internal_weight=325860 325844 45.4692 35.6141 30.8098 25.9192 325798 6471.14 772.108 120.961 651.147 257.47 191.196 393.677 300.867 43.5478 257.319 216.309 92.8103 5699.03 2847.93 1360.2 1319.29 932.221 387.067 135.83 251.237 1487.73 146.694 2851.1 internal_count=1411681 1411430 969 420 337 289 1410461 30495 3330 653 2677 1059 783 1618 1243 190 1053 885 375 27165 14290 7320 7115 5152 1963 838 1125 6970 658 12875 is_linear=0 shrinkage=0.03 Tree=345 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 2 2 2 0 2 2 0 0 2 2 0 1 0 2 2 2 2 1 0 2 2 2 0 1 0 split_gain=4.36613 26.1015 24.5142 39.5625 20.3952 28.4926 24.2922 72.3251 66.4604 30.753 40.6675 34.7806 27.4661 25.6725 22.2842 22.2507 25.4231 22.2099 21.5126 34.2067 34.1604 80.7275 30.3597 28.4141 68.911 58.6251 26.7041 25.771 45.0402 71.7198 threshold=49.500000000000007 52584.906250000007 55.500000000000007 72.500000000000014 58.500000000000007 149.63704681396487 317.97758483886724 199.88579559326175 51.500000000000007 410.89489746093756 466.24169921875006 55.500000000000007 55.500000000000007 353.37509155273443 8322.3417968750018 51.500000000000007 1.0000000180025095e-35 51.500000000000007 6054.8757324218759 3985.294067382813 3575.3942871093755 3023.088989257813 -3.4999999999999996 55.500000000000007 2629.156860351563 2406.084106445313 2173.7932128906255 53.500000000000007 1.0000000180025095e-35 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 4 -3 -4 5 -2 7 15 -9 12 11 -11 13 -8 17 16 -7 -12 19 20 21 22 -19 24 -24 26 -25 -22 29 -29 right_child=1 2 3 -5 -6 6 9 8 -10 10 14 -13 -14 -15 -16 -17 -18 18 -20 -21 27 -23 23 25 -26 -27 -28 28 -30 -31 leaf_value=-7.8594812402849948e-05 -0.002279025745246199 -0.0099734002771736888 0.0082570921347620251 0.0013243646524425524 -0.00039001756114755306 -0.00072996173488026189 -0.02735452599662282 -0.0082186633796673993 0.0091535741169106715 0.020938996933750779 0.0013672295752662001 -0.012965797323318897 0.0066337823425396862 -0.0061837803042172866 0.0022565803135964615 -0.0003266488529549787 0.010390834188758672 -0.0072536402961592686 -0.0052192770711571622 0.0049183734026981467 -0.004878854952128529 0.0077215822019153233 -0.00077530073517628458 -0.0009162651697095037 0.0074351937449212849 -0.0071255911873333681 0.0084409136969676012 0.013144147562177405 -0.0040054986106917122 -0.0060479570728243746 leaf_weight=236487.42197757214 2971.3606964424253 142.1860985159874 919.04530111700296 3820.3690022509545 45197.959584612399 342.59485645592213 86.986109286546707 223.25556024909019 1765.6872930675745 147.34205360710621 7524.5022072941065 33.404133319854736 71.86229245364666 126.54874990880489 4824.680686339736 4451.1867197453976 402.22783610224724 598.30893491208553 861.00089387595654 1035.8883419781923 2553.4748269319534 1150.5710201561451 4220.9039152413607 1015.7847039997578 1176.4304794818163 1372.4442149698734 376.13379676640034 442.99540731310844 1124.7464895993471 289.9342343211174 leaf_count=1029507 12802 591 3987 16909 189168 1434 373 931 7382 616 34809 138 299 553 20015 19013 1694 2816 3582 4352 13514 4719 17243 4207 4783 5577 1521 1854 5425 1200 internal_value=-1.11155e-05 0.000167646 0.0023005 0.00266873 4.42669e-05 0.000545125 0.000776816 0.00233863 0.00720357 0.000390319 0.0004876 0.014673 -0.00940897 -0.0148079 0.00039785 0.000476409 0.00527562 2.01501e-05 -0.000604817 -0.000346114 -0.000726894 0.000250595 -0.000730672 -0.000252493 0.0010143 -0.00272587 0.0016123 -0.00292303 -0.000234639 0.00555208 internal_weight=325757 89269.8 4881.6 4739.41 84388.2 39190.3 36218.9 7184.95 1988.94 29033.9 28748.5 180.746 285.397 213.535 28567.8 5196.01 744.823 23743.1 16218.6 15357.6 14321.7 9910.58 8760.01 8161.7 5397.33 2764.36 1391.92 4411.15 1857.68 732.93 internal_count=1411014 381507 21487 20896 360020 170852 158050 30454 8313 127596 126371 754 1225 926 125617 22141 3128 105602 70793 67211 62859 40866 36147 33331 22026 11305 5728 21993 8479 3054 is_linear=0 shrinkage=0.03 Tree=346 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 2 0 0 2 1 2 2 0 0 1 1 1 1 2 2 1 2 2 0 0 2 2 0 2 2 split_gain=4.10843 24.5765 23.0789 37.3382 19.2195 26.5762 17.4559 17.5811 16.672 16.5685 16.0626 66.3259 30.3 21.0065 23.864 20.9067 18.6462 17.5835 16.6257 25.4597 21.122 39.9371 41.7025 30.3517 31.0283 29.4711 42.3258 41.377 33.5024 31.3561 threshold=49.500000000000007 52584.906250000007 55.500000000000007 72.500000000000014 57.500000000000007 149.63704681396487 77.500000000000014 97.500000000000014 145.16793060302737 -7.4999999999999991 249.38574218750003 199.88579559326175 52.500000000000007 51.500000000000007 1.0000000180025095e-35 -2.4999999999999996 5.5000000000000009 1.0000000180025095e-35 11197.012207031252 18647.261718750004 1.0000000180025095e-35 2668.121704101563 3252.167602539063 56.500000000000007 51.500000000000007 418.29415893554693 466.24169921875006 52.500000000000007 317.97758483886724 2406.084106445313 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 9 -1 -8 11 13 -13 14 15 -7 -16 -14 20 -20 21 -12 23 24 -23 27 -27 -22 -29 -28 right_child=1 2 3 6 -6 10 7 -9 -10 -11 18 12 17 -15 16 -17 -18 -19 19 -21 25 22 -24 -25 -26 26 29 28 -30 -31 leaf_value=0.0020036191561894354 -0.0021995181721901221 -0.0096793717581021826 0.0080256716934991833 -0.0035980492544889311 -0.00035423560635596988 0.0096527645336274247 0.037406352069038133 -0.010298058329841287 -0.00010674306681834558 0.0023830129576937757 -0.0010852044111915836 -0.0039144171283588148 0.0049860991271089275 -0.00036191956686580976 0.012044946661390988 -0.0060083810411194344 -0.010942417620921968 0.012220538655676443 0.0048480551646390216 -0.00056556991854141408 -0.020013017420871967 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0.000162638 0.00223292 0.00259034 4.29404e-05 0.000559078 0.00128502 0.00212741 -7.62368e-05 0.00251836 0.00079537 0.0021624 0.00779863 0.000479946 0.00511232 -0.000707984 0.0100619 0.00940746 0.000482494 0.002519 0.000215354 0.00122671 0.00270264 0.00833802 0.0114975 -0.000557689 -0.000329216 -0.00898178 0.000295205 -0.000448371 internal_weight=325746 89257.8 4878.56 4736.45 84379.3 36694.3 3819.24 3257.31 236488 3157.95 33799.2 6294.97 1447.12 4847.85 745.536 342.632 402.904 1272.36 27504.2 3189.5 24314.7 10533.7 6429.25 998.325 731.466 13781 13417.1 363.89 197.662 13350.4 internal_count=1411014 381507 21487 20896 360020 160500 16909 14532 1029507 13869 148025 26693 6048 20645 3128 1434 1694 5333 121332 13304 108028 46779 29412 4221 3106 61249 59649 1600 842 59369 is_linear=0 shrinkage=0.03 Tree=347 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 2 2 2 0 2 2 0 0 2 0 1 2 0 2 2 2 2 1 0 2 2 1 1 0 0 split_gain=3.86595 23.1449 21.7294 35.2333 18.1239 25.284 21.8958 64.9909 59.1713 27.2958 37.15 32.5611 25.5102 24.3553 21.5271 20.6533 20.2411 21.0233 20.1127 32.4233 31.7274 82.6093 28.4507 26.6349 63.5817 55.3436 25.9602 48.0078 38.7613 67.1978 threshold=49.500000000000007 52584.906250000007 55.500000000000007 72.500000000000014 58.500000000000007 149.63704681396487 317.97758483886724 199.88579559326175 51.500000000000007 410.89489746093756 466.24169921875006 55.500000000000007 55.500000000000007 353.37509155273443 53.500000000000007 1.5000000000000002 8322.3417968750018 51.500000000000007 6054.8757324218759 3985.294067382813 3432.9526367187505 3023.088989257813 -3.4999999999999996 55.500000000000007 2629.156860351563 2492.341430664063 1.5000000000000002 1.0000000180025095e-35 53.500000000000007 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 4 -3 -4 5 -2 7 -7 -9 12 11 14 13 -8 -11 -14 17 -12 19 20 21 22 -19 24 -24 -25 27 28 -22 -30 right_child=1 2 3 -5 -6 6 9 8 -10 10 16 -13 15 -15 -16 -17 -18 18 -20 -21 26 -23 23 25 -26 -27 -28 -29 29 -31 leaf_value=-7.3949452372542128e-05 -0.0021470179901726828 -0.0093942712343753412 0.0078005254718401971 0.0012471073767835012 -0.00036769767686477349 0.00044931878651796229 -0.026394131902305839 -0.0077482434397475779 0.0086614783788345404 0.014000506572310143 0.0013214316468248203 -0.012735861295880098 0.014108607191159443 -0.0057065782994630797 0.041725989709039138 -0.027751481949627788 0.0021426779754014618 -0.0070354512125479808 -0.0050608045619959996 0.0047777209044881658 -0.0038940568591049642 0.0080787918567710622 -0.00075711175821254189 0.0012285361518990072 0.0071328390939813862 -0.0072942824812459017 0.0026784332759306026 -0.0070172713802533499 0.01217253012389289 -0.0061836090219029799 leaf_weight=236488.82156730711 2970.0989280641079 142.0325613617897 915.3986633643508 3817.4343890547752 45197.042659338564 5196.5014520436525 86.302812993526459 222.6861517727375 1767.2057848274708 115.344821870327 7521.6647754609585 33.417264670133591 58.881077393889427 125.98377572000027 32.251259967684746 12.93902152776718 4821.8924869000912 599.76502706110477 860.47557601332664 1035.94864320755 1091.6641030162573 1076.0737527906895 4221.4383116662502 1502.7467148602009 1175.1197915077209 1261.21597404778 660.61996391415596 1971.5694381445646 456.55865807831287 295.76108700037003 leaf_count=1029507 12802 591 3987 16909 189168 22141 373 931 7382 484 34809 138 241 553 132 58 20015 2816 3582 4352 4434 4414 17243 6177 4783 5128 3620 11104 1917 1223 internal_value=-1.04593e-05 0.00015778 0.00216766 0.00251463 4.16518e-05 0.000513938 0.000732237 0.00221475 0.00682509 0.000365083 0.000456575 0.0140045 -0.00888811 -0.0141169 0.0200588 0.00656714 0.000370686 1.06294e-05 -0.00059764 -0.000347424 -0.000718384 0.000234448 -0.000729116 -0.000265626 0.000960953 -0.00266049 -0.00281223 -0.00376287 -0.000283299 0.00495614 internal_weight=325735 89246 4874.87 4732.83 84371.2 39174.1 36204 7186.39 1989.89 29017.6 28733.5 181.013 284.107 212.287 147.596 71.8201 28552.5 23730.6 16209 15348.5 14312.5 9836.36 8760.29 8160.52 5396.56 2763.96 4476.17 3815.55 1843.98 752.32 internal_count=1411014 381507 21487 20896 360020 170852 158050 30454 8313 127596 126371 754 1225 926 616 299 125617 105602 70793 67211 62859 40561 36147 33331 22026 11305 22298 18678 7574 3140 is_linear=0 shrinkage=0.03 Tree=348 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 0 0 0 2 0 1 2 2 2 0 0 1 1 1 1 1 1 2 2 2 0 2 2 2 2 split_gain=3.84864 6.71851 7.63501 3.76241 22.0177 20.5256 33.0253 16.9483 23.5745 16.5734 16.2794 15.6866 14.2204 58.8507 26.8439 19.7604 22.4141 19.7019 17.5227 16.3265 15.1333 27.0255 31.388 30.2111 29.9303 38.3382 37.0321 30.2812 24.8287 21.5516 threshold=80.000000000000014 42648.800781250007 92.500000000000014 49.500000000000007 52584.906250000007 55.500000000000007 72.500000000000014 57.500000000000007 149.63704681396487 77.500000000000014 -7.4999999999999991 145.16793060302737 249.38574218750003 199.88579559326175 52.500000000000007 51.500000000000007 1.0000000180025095e-35 -2.4999999999999996 5.5000000000000009 1.0000000180025095e-35 -3.4999999999999996 1.0000000180025095e-35 2450.0637207031255 3252.167602539063 418.29415893554693 52.500000000000007 457.87971496582037 317.97758483886724 466.24169921875006 2215.613159179688 decision_type=2 2 2 2 2 2 2 2 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 11 7 -6 -7 8 -5 -8 -11 -1 13 15 -15 16 17 -10 -18 -16 -14 22 28 -24 25 -23 -26 -27 -22 -28 right_child=1 2 -4 4 5 6 9 -9 12 10 -12 -13 20 14 19 -17 18 -19 -20 -21 21 24 23 -25 26 27 29 -29 -30 -31 leaf_value=0.0019457095378182436 -0.027193767917702547 0.024309013120737424 -0.013786804010863326 -0.0020700172576550184 -0.0091177901170707287 0.007581482139845515 -0.0035258439401863011 -0.00032915544798440595 0.0093778928680566618 0.03698465307167776 0.0019250527506238454 -0.00010132167223926478 -0.0023501586833347445 -0.003682934742344374 0.0045872420031713703 -0.0003645377795208416 0.011651692536214408 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1357 758 5941 27273 182 483 13138 359 10140 54019 internal_value=-1.01469e-05 -0.0102498 0.000553714 -9.10837e-06 0.000156917 0.0021219 0.00246057 4.38619e-05 0.000528667 0.00122851 0.00205471 -7.17308e-05 0.000751269 0.00203729 0.0073438 0.000452035 0.00494442 -0.000700561 0.00973678 0.00885662 0.000456694 0.000633224 0.00183625 0.00286371 -0.000148573 -0.00867181 5.30539e-05 0.000238832 -0.000862865 -2.59916e-05 internal_weight=325723 33.032 20.171 325690 89200.4 4852.93 4710.98 84347.5 36677.8 3797.36 3235.17 236489 33783.9 6296.32 1448.29 4848.04 745.678 342.382 403.296 1273.56 27487.6 25861.1 10186.4 7377.88 15674.7 362.235 15312.5 197.559 2808.51 15268.7 internal_count=1411014 330 253 1410684 381177 21242 20651 359935 160500 16664 14287 1029507 148025 26693 6048 20645 3128 1434 1694 5333 121332 113650 44711 33214 68939 1600 67339 842 11497 67157 is_linear=0 shrinkage=0.03 Tree=349 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 0 0 0 2 2 1 0 1 2 2 2 2 2 2 0 2 2 2 1 1 2 1 2 0 2 split_gain=3.65561 6.42325 7.21852 3.54021 20.7326 19.325 31.5378 16.3146 20.0742 14.7594 14.0535 13.9522 17.4307 19.7826 61.8148 39.4835 43.61 28.1547 53.6632 25.0781 18.8228 20.5682 36.2215 29.0146 27.5689 23.152 21.7796 28.0266 18.0603 17.4613 threshold=80.000000000000014 42648.800781250007 92.500000000000014 49.500000000000007 52584.906250000007 55.500000000000007 67.500000000000014 55.500000000000007 149.63704681396487 145.16793060302737 -32.499999999999993 45.500000000000007 -4.4999999999999991 2320.079467773438 2808.646850585938 269.47608947753912 182.46546936035159 999.28067016601574 857.34472656250011 47.500000000000007 14212.430175781252 9293.0400390625018 7602.1542968750009 22.500000000000004 12.500000000000002 3827.414184570313 -1.4999999999999998 3645.8532714843755 48.500000000000007 4493.2343750000009 decision_type=2 2 2 2 2 2 2 2 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 9 7 -6 -7 8 -5 -1 -9 -11 -13 15 19 16 -14 18 -17 -15 21 22 25 -24 -23 26 -16 28 -28 -27 right_child=1 2 -4 4 5 6 -8 10 -10 11 -12 12 13 14 20 17 -18 -19 -20 -21 -22 24 23 -25 -26 29 27 -29 -30 -31 leaf_value=0.0018873218380927581 -0.026733914169426273 0.023644766249405105 -0.013487236882978287 -0.0018597361540784098 -0.0088496339631014605 0.0091138361330027288 0.00149193122158418 -0.028452038192397375 0.00085738298136195021 -2.725969931380879e-05 -0.00025596729095267575 0.0030514899558247042 -0.0020552923273670551 0.0077987837330416934 -0.005600389403942611 -0.0035083868544124558 0.0042665527810644829 -0.0019577589435889687 -0.014240525757881713 0.00096288296198069777 0.0023140659308087982 -0.0073090405940786285 0.0071913108260884852 -0.036225149155897057 0.01876648373408045 -0.010268915494008794 -0.0036307527779740815 0.0021972436028361696 -0.020687068530264686 -0.0031844382928551619 leaf_weight=3418.6047730073333 12.692384503781794 7.5724432617425945 12.473205155692993 2692.1167196258903 141.86556506156921 553.71708382666111 4154.2458828277886 15.913900017738341 26894.937318570912 213118.42521384486 54740.011880006641 976.72713918238878 2796.8424437046051 1061.5466004163027 602.97851315140724 1588.6337168961763 1513.5093792527914 3390.3971873000264 569.69152173399925 886.22520844638348 1078.8313561230898 853.70681300759315 530.37158478796482 14.22475144267082 38.121287539601326 413.77208563685417 296.97293223440647 1984.6161722093821 68.820064187049866 1287.1194260641932 leaf_count=14810 77 32 221 11610 591 2454 18197 79 119175 927781 229071 4674 12112 4314 2487 7290 6253 14229 2799 3586 4397 3590 2260 70 169 1978 1216 8965 290 6237 internal_value=-9.84318e-06 -0.0100341 0.000539747 -8.83553e-06 0.000152222 0.00205964 0.00238837 4.2543e-05 0.000610153 -6.95786e-05 -0.000264162 -9.82817e-05 -0.000856865 -0.00105803 -5.07721e-05 -0.00198951 0.00016452 -0.00366279 -0.00634114 0.00468849 -0.0013383 -0.00198524 -0.00126318 0.00605728 -0.00619444 -0.00211975 -0.000514037 0.000790826 -0.00683972 -0.00490786 internal_weight=325716 32.738 20.0456 325683 89192.8 4849.83 4707.96 84343 29587.1 236490 54755.9 233072 19953.1 18976.4 9117.31 9859.07 4310.35 5548.72 2158.33 1947.77 7169.53 6090.7 5198.88 544.596 891.828 4654.28 2953.39 2350.41 365.793 1700.89 internal_count=1411014 330 253 1410684 381177 21242 20651 359935 130785 1029507 229150 1014697 86916 82242 39559 42683 18365 24318 10089 7900 31659 27262 23503 2330 3759 21173 12958 10471 1506 8215 is_linear=0 shrinkage=0.03 Tree=350 num_leaves=31 num_cat=0 split_feature=2 2 3 1 0 0 0 2 2 2 0 1 2 2 2 0 2 2 1 0 2 0 1 2 0 3 0 1 1 0 split_gain=4.604 22.3324 46.5623 92.1843 27.7251 25.1745 71.8875 54.8027 41.7202 38.1709 61.1768 45.7471 44.4655 86.2829 31.3917 32.5501 58.4187 41.0599 30.885 30.6338 25.5242 40.4414 26.8499 25.4267 25.1267 39.6969 36.8287 35.0694 45.5871 32.7121 threshold=3645.8532714843755 3673.1176757812505 1.0619999766349795 1.5000000000000002 88.500000000000014 50.500000000000007 36.500000000000007 19759.034179687504 4143.0483398437509 7957.9211425781259 39.500000000000007 -4.4999999999999991 10010.478027343752 13908.505371093752 11977.758300781252 44.500000000000007 8871.7465820312518 9293.0400390625018 -10.499999999999998 44.500000000000007 5664.3623046875009 75.500000000000014 -21.499999999999996 61805.615234375007 51.500000000000007 2.9229999780654912 32.500000000000007 5.5000000000000009 1.5000000000000002 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 24 6 -3 8 19 11 12 18 -11 -14 15 16 -12 -17 -10 -8 21 -7 -22 -9 25 26 -4 28 29 -26 right_child=1 5 4 -5 -6 20 7 23 9 10 14 -13 13 -15 -16 17 -18 -19 -20 -21 22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=0.00011675338426101247 0.0034661655807047371 0.00013074601796161827 0.0047485876722573915 -0.0098984828332248 0.0097559575757225226 0.00337666424502567 0.0040661402357072881 0.0023537091216859519 0.0091924597973025643 -0.014254027579461833 -0.0056900796713043036 -0.0047444779729093195 0.0032516165186245258 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18517 442213 9844 2977 897 22380 5006 12263 153 2088 1494 19678 3018 2987 10532 2645 4478 4105 1073 1715 303 2851 104500 1498 11268 18338 24725 1612 4867 13649 internal_value=-1.66743e-06 -0.000109068 -0.000994472 0.00181464 -0.00166364 2.38032e-05 -0.000177567 -0.00196575 -0.00280053 -0.00339044 -0.00207612 -0.00551653 -0.00660995 -0.00396633 -0.000477669 0.00158445 0.00483238 -0.00137886 -0.0168713 0.00178698 0.000781207 0.00251489 0.000356524 0.00145784 -0.001785 -0.000931027 0.000397717 -0.00327144 -0.00280096 -0.00389666 internal_weight=325793 170846 22293.1 4288.86 18004.3 148553 117353 17258 13874.9 12294 7597.4 4696.59 1980.35 1471.46 5617.05 3043.76 1452.14 1591.62 299.006 1580.88 31200.4 6139.02 25061.4 3383.13 17814.9 11314.6 7256.93 6500.37 6216.95 5260.06 internal_count=1411504 751674 106694 21494 85200 644980 514946 72733 58972 52251 31347 20904 8093 6005 23254 12722 5972 6750 1226 6721 130034 25231 104803 13761 84303 52907 34569 31396 29784 24917 is_linear=0 shrinkage=0.03 Tree=351 num_leaves=31 num_cat=0 split_feature=2 2 3 1 0 0 0 2 2 2 0 1 2 2 2 0 2 2 1 0 2 0 1 2 0 0 2 2 0 0 split_gain=4.33253 21.0252 43.833 87.0477 26.0656 23.6892 67.6706 51.5948 39.2762 35.9858 57.6213 42.9232 42.0702 73.2604 29.5405 30.6217 55.6653 38.6434 28.9945 28.8427 24.0199 38.1555 25.7502 23.9556 58.7241 56.6184 115.622 61.2634 56.9263 134.4 threshold=3645.8532714843755 3673.1176757812505 1.0619999766349795 1.5000000000000002 88.500000000000014 50.500000000000007 36.500000000000007 19759.034179687504 4143.0483398437509 7957.9211425781259 39.500000000000007 -4.4999999999999991 9759.5722656250018 13908.505371093752 11977.758300781252 44.500000000000007 9293.0400390625018 9293.0400390625018 -10.499999999999998 44.500000000000007 5664.3623046875009 76.500000000000014 -21.499999999999996 16278.651855468752 31.500000000000004 12.500000000000002 12538.349609375002 11197.012207031252 18.500000000000004 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 -2 -4 6 23 8 19 11 12 18 -11 -14 15 16 -12 -17 -10 -8 21 -7 -22 25 -25 27 -27 -3 -28 -30 right_child=1 5 4 -5 -6 20 7 -9 9 10 14 -13 13 -15 -16 17 -18 -19 -20 -21 22 -23 -24 24 -26 26 28 -29 29 -31 leaf_value=0.00011325053550809524 0.0033649322595613548 0.00043996092301548835 -0.0017319872309658302 -0.0096522624176406686 0.009451448443434032 0.0032267212558843373 0.0039451059660420449 0.0014140786731840238 0.0089341598979120161 -0.014565237582787601 -0.00315990578667743 -0.0046071115099187189 0.0021671075372217512 -0.010951534346929229 -0.0028298874110071178 0.0044921209988342172 0.0090828711724655151 -0.0050865910209424532 -0.019797146413898854 -0.0056961174723418459 0.025476736750321388 -0.0046693943079195504 0.00030906026264685744 -4.1711364562604986e-05 -0.0040189102451550019 0.00040812970277050506 0.0074840928548708576 -0.0048571027752457047 -0.0050310846849648712 0.0090531702248703039 leaf_weight=154947.67176070064 3755.8439040780067 5006.2382490485907 17809.960488385521 527.24812519550323 189.56482408195734 5526.4397261589766 1217.7820909917355 3383.1679029762745 35.923329651355743 442.66452679038048 521.51313231885433 4392.915985763073 806.01792615652084 730.20127010345459 2572.7600036561489 622.80163544416428 930.83266562223434 968.54045860469341 263.37678161263466 362.36100563406944 36.641465224325657 611.73909486830235 25023.283565870486 49428.149111331441 3583.4434586912394 32974.676463238895 3413.6986443176866 3234.7562533970922 1316.5055656135082 1135.919171795249 leaf_count=659830 18517 22801 84303 2977 897 22670 5006 13761 153 1820 2167 19678 3286 2987 10532 2645 3805 4105 1073 1715 303 2561 104500 228728 14537 136198 14460 15505 5354 4630 internal_value=-1.6225e-06 -0.000105819 -0.000965144 0.00176252 -0.00161421 2.30875e-05 -0.000172259 -0.00190761 -0.00271797 -0.0032905 -0.00201445 -0.00535607 -0.00641655 -0.00406849 -0.000463423 0.0015369 0.00468669 -0.00133778 -0.0163487 0.00173416 0.000757836 0.00243978 0.000345859 0.000126825 -0.000310559 0.000619297 0.0010985 -0.00163924 0.00497921 0.00149249 internal_weight=325773 170825 22282.6 4283.09 17999.5 148542 117344 17250.9 13867.7 12287.5 7595.33 4692.22 1978.88 1536.22 5616.45 3043.69 1452.35 1591.34 299.3 1580.14 31198.1 6138.18 25059.9 100093 53011.6 47081.8 38840.8 8240.99 5866.12 2452.42 internal_count=1411504 751674 106694 21494 85200 644980 514946 72733 58972 52251 31347 20904 8093 6273 23254 12722 5972 6750 1226 6721 130034 25231 104803 442213 243265 198948 160642 38306 24444 9984 is_linear=0 shrinkage=0.03 Tree=352 num_leaves=31 num_cat=0 split_feature=2 2 3 1 0 0 3 0 1 1 0 0 1 1 0 1 0 0 0 2 2 2 0 1 2 2 2 0 2 2 split_gain=4.07677 19.7902 41.2571 82.1922 24.5052 23.7102 37.3395 34.6568 33.4112 42.9404 30.93 59.5765 75.5711 25.9191 24.8552 28.0652 30.3788 22.2914 63.7 48.5754 36.9755 33.9247 54.2737 40.2897 40.0435 76.8981 27.7987 28.8082 52.4288 36.3694 threshold=3645.8532714843755 3673.1176757812505 1.0619999766349795 1.5000000000000002 88.500000000000014 51.500000000000007 2.9229999780654912 32.500000000000007 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 17.500000000000004 4.5000000000000009 2.5000000000000004 13.500000000000002 50.500000000000007 36.500000000000007 19759.034179687504 4143.0483398437509 7957.9211425781259 39.500000000000007 -4.4999999999999991 10010.478027343752 13908.505371093752 11977.758300781252 44.500000000000007 8871.7465820312518 9293.0400390625018 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 9 10 -7 12 -12 -4 -8 -16 -17 18 -3 20 -20 23 24 -22 -23 -26 27 28 -24 -29 right_child=1 17 4 -5 -6 8 14 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 19 -21 21 22 26 -25 25 -27 -28 29 -30 -31 leaf_value=0.00010985284667222604 0.0032665889337209772 0.00012303179082781055 0.005183884687574733 -0.0094112512577900938 0.0091570644094570077 -0.0064969421139174617 0.0025796390362264831 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740.63600492477417 729.38901698589325 2572.237154096365 623.23061148822308 1095.0996444672346 967.82911017537117 leaf_count=659830 18517 442213 9727 2977 897 11268 3350 24725 1612 4867 1773 9850 2026 117 13175 817 996 130034 6721 13761 1226 2088 1494 19678 3018 2987 10532 2645 4478 4105 internal_value=-1.57449e-06 -0.000102658 -0.000936517 0.00171184 -0.00156594 -0.00168022 -0.000851051 0.00043775 -0.0031254 -0.00266755 -0.00373245 -0.00181581 0.00513571 0.00465874 -0.00315539 -0.00411642 0.00336772 2.23978e-05 -0.000167109 -0.00185116 -0.00263785 -0.00319352 -0.00195462 -0.00520023 -0.0062289 -0.00372084 -0.000449599 0.00149079 0.00454548 -0.00129793 internal_weight=325752 170804 22275.2 4277.46 17997.7 17807.9 11315.6 7256.89 6492.33 6211.21 5253.7 3102.63 817.295 1410.41 4058.72 3476.21 399.167 148528 117333 17244 13860.5 12281.1 7593.22 4687.88 1977.39 1470.03 5615.83 3043.59 1452.53 1591.06 internal_count=1411504 751674 106694 21494 85200 84303 52907 34569 31396 29784 24917 13649 3799 9844 18338 14988 1813 644980 514946 72733 58972 52251 31347 20904 8093 6005 23254 12722 5972 6750 is_linear=0 shrinkage=0.03 Tree=353 num_leaves=31 num_cat=0 split_feature=2 2 3 1 1 3 3 3 0 0 0 3 0 0 1 1 0 1 0 1 1 0 1 0 0 2 2 2 0 1 split_gain=3.83645 18.6336 38.842 77.6027 23.2707 30.1388 39.3656 26.0654 37.3759 32.7079 32.0354 42.2748 28.1409 26.367 25.9275 24.8357 26.9066 24.1101 23.0467 28.09 25.0005 21.4378 21.5797 20.9757 59.9594 45.7298 34.8127 31.9776 51.1226 37.7969 threshold=3645.8532714843755 3673.1176757812505 1.0619999766349795 1.5000000000000002 1.5000000000000002 6.4175000190734872 1.3535000085830691 1.1510000228881838 18.500000000000004 4.5000000000000009 55.500000000000007 2.9229999780654912 54.500000000000007 51.500000000000007 -1.4999999999999998 -2.4999999999999996 63.500000000000007 -4.4999999999999991 75.500000000000014 1.0000000180025095e-35 -1.4999999999999998 35.500000000000007 -12.499999999999998 50.500000000000007 36.500000000000007 19759.034179687504 4143.0483398437509 7957.9211425781259 39.500000000000007 -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 -2 7 6 -6 13 9 -9 12 15 17 14 -4 16 -12 21 20 -20 -13 -10 -23 24 -3 26 -26 29 -29 -28 right_child=1 23 4 -5 5 -7 -8 8 10 -11 11 18 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0001065570349612532 0.0031710562502836942 0.00011934211567057874 -0.0070519808637547867 -0.0091753675992762313 0.0040984101657748125 0.0088995353166565361 -0.0031393508380828539 0.0019073751481008625 0.011777375173363622 -0.0064619543199750549 -0.0074482185133047376 0.040859693489880597 0.0088137039404114128 -0.0063138910316684208 0.0031849770763885191 -0.0043377488783339323 -0.028901570058302482 -0.00054446484866318881 -0.0052770598389430138 0.0087214735545814871 0.0048496420100187961 -0.020940568447810601 0.0031404678319914021 0.00071315502332054118 0.0016324111370701168 0.0013302483506999814 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65.6842 43.137 70.9989 35.6445 33.8184 73.2159 threshold=16278.651855468752 5.4584999084472665 37.500000000000007 74.000000000000014 1.5000000000000002 20329.439453125004 16701.354492187504 -1.0000000180025095e-35 99998.222656250015 31.500000000000004 27.500000000000004 21631.834960937504 28988.621093750004 20329.439453125004 -7.4999999999999991 61805.615234375007 16.500000000000004 -14.499999999999998 40991.593750000007 13381.118652343752 7.7119998931884775 18.500000000000004 22.500000000000004 15542.858398437502 13.500000000000002 14212.430175781252 14.500000000000002 12.500000000000002 2.279500007629395 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=3 2 9 19 5 6 -3 -8 -7 10 13 -12 -13 -2 15 -15 -16 -4 -18 -1 21 23 -23 24 -21 26 -26 -25 -24 -30 right_child=1 4 17 -5 -6 8 7 -9 -10 -11 11 12 -14 14 16 -17 18 -19 -20 20 -22 22 28 27 25 -27 -28 -29 29 -31 leaf_value=7.0752634417425392e-06 -0.0084370250966444935 -0.02983031760254785 0.014789546182368073 -0.0098549606990540727 0.00029166380796685732 -0.0027960487752457918 0.023032268458255303 0.12555907028069069 0.011334979045774541 -0.0036620646342123944 0.010198412605035043 -0.0068341735121658321 0.0022205939128839701 -0.011958231015838393 -0.0011394399799727808 0.0051744990468958413 0.020645678155266734 0.00016728119706140813 -0.0014686276787116799 -1.9877900543358308e-05 -0.0053272280081719612 -0.022889158669862086 0.0022994842418607624 0.006651845150297867 -0.0035661863294987163 0.016160102454423647 0.015715042602308858 0.021936578019031767 -0.011757492164463434 0.0027256761245396904 leaf_weight=244685.44157826656 902.48583682626486 6.9962663725018528 99.048653341829777 234.54950331896544 37117.269929581322 221.43770734407008 10.982328804209832 7.6133482456207249 279.84964777249843 4082.5940973013639 687.06581702828407 753.78006176650524 1748.3806084245443 459.26224912703037 10462.694257974625 139.39121055603027 88.474720373749733 13889.544596269727 72.27725975215435 1222.7948096841574 1525.2198197729886 147.9866623878479 3776.6701704263687 236.24170877039433 393.1254066079855 539.0062320753932 305.40819951146841 327.91787858307362 539.49215023219585 752.03933401405811 leaf_count=1048366 3630 79 622 3193 167404 2871 303 55 11884 16573 2764 3031 7040 1883 42166 574 365 57503 292 5188 6693 600 15508 1001 1662 2275 1284 1450 2184 3061 internal_value=-1.48842e-06 -0.000191916 -0.000839016 5.16199e-05 0.000381968 0.00674369 0.0390815 0.0650083 0.00509277 -0.00163942 -0.00110019 0.00179917 -0.00050717 -0.00186284 -0.00133414 -0.00796902 -0.000960248 0.000270817 0.0107027 6.07516e-05 0.00140562 0.00265176 0.000192448 0.00689321 0.00491138 0.00978388 0.00486382 0.0155361 0.000866409 -0.00332416 internal_weight=325715 71029.1 33385 254686 37644.1 526.879 25.5919 18.5957 501.287 19396.4 15313.8 3189.23 2502.16 12124.6 11222.1 598.653 10623.4 13988.6 160.752 254451 9765.9 8240.68 5216.19 3024.49 2460.33 1237.54 698.534 564.16 5068.2 1291.53 internal_count=1411504 319039 136443 1092465 182596 15192 437 358 14755 78318 61745 12835 10071 48910 45280 2457 42823 58125 657 1089272 40906 34213 21353 12860 10409 5221 2946 2451 20753 5245 is_linear=0 shrinkage=0.03 Tree=355 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 2 0 2 2 1 1 1 1 1 0 2 0 1 0 0 0 1 1 1 2 2 0 0 2 1 split_gain=3.9573 12.6628 10.8128 17.1646 16.6685 12.0149 19.3932 11.2408 16.0697 13.3933 13.4837 19.3142 15.5811 13.9119 15.6552 11.5275 14.2779 12.865 11.381 10.756 16.3313 14.2132 13.2889 10.3551 10.6828 10.2866 17.9449 15.0735 29.9267 20.1932 threshold=-1.4999999999999998 6.4175000190734872 1117.6546630859377 4063.8671875000005 2.5000000000000004 99998.222656250015 1.5000000000000002 3141.066528320313 3197.024536132813 -18.499999999999996 -10.499999999999998 -12.499999999999998 -16.499999999999996 -3.4999999999999996 8.5000000000000018 1575.673034667969 4.5000000000000009 -6.4999999999999991 4.5000000000000009 7.5000000000000009 3.5000000000000004 -2.4999999999999996 -8.4999999999999982 -35.499999999999993 9759.5722656250018 13381.118652343752 76.500000000000014 42.500000000000007 857.34472656250011 -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 25 -3 4 -4 23 -7 15 -9 -10 11 12 -11 -12 18 17 -17 -6 -15 20 -8 22 -22 24 -5 27 -27 28 29 -1 right_child=-2 2 3 5 7 6 19 8 9 10 13 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0020082523341915272 -0.00011931521622537358 0.0057262319916647694 0.016930542364872597 -0.046736934897100624 -0.016639778568226207 0.021755671322378933 -0.0053952635693083123 -0.035861320718559929 0.016436419370794524 -0.025850023342651556 0.0024626144081366409 -0.034477396636489833 0.015897465483680196 -0.0028369920724306249 -0.00096871044399297228 -0.029234565150443041 0.0036025075832361183 -0.0016655154729735468 -0.019703127066505691 -0.0037782485265396206 0.0092052510328413904 0.0079862329313685251 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-0.00185778 0.00171327 -0.000502929 -0.00238366 -0.00547979 -0.00470642 -0.00565621 -0.0183951 -0.00205961 -0.00399792 -0.00781076 -0.000171363 0.00279626 -0.0042296 -0.0142532 -0.000989958 0.00121355 0.00374063 -0.000991987 0.00252756 -0.00750784 -2.50917e-05 -0.00101175 0.00016804 0.000668724 -0.000619015 internal_weight=325763 56554.9 7971.1 7510.4 1518.34 5992.06 1610.05 1477 615.542 600.262 574.457 66.1668 32.8249 508.29 319.644 861.455 497.589 363.867 164.63 1575.58 880.076 636.639 301.052 4382.01 90.6257 48583.8 7953.13 40630.7 23206.9 9554.88 internal_count=1411751 256772 44896 42480 7921 34559 10724 7377 2999 2928 2756 322 170 2434 1505 4378 2549 1829 838 8164 5154 3014 1534 23835 859 211876 33529 178347 103098 41050 is_linear=0 shrinkage=0.03 Tree=356 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 2 0 2 2 1 1 1 1 1 0 2 0 1 0 0 0 1 1 1 2 0 0 2 1 2 split_gain=3.72478 11.9283 10.2113 16.1531 15.8424 11.3183 18.6219 10.5471 14.8771 12.6597 12.5518 17.846 14.568 13.0445 14.6045 10.8369 13.2385 11.9668 10.5789 10.1193 15.35 13.4086 12.5346 9.72063 9.67854 16.9074 14.1845 28.1721 19.2495 23.0295 threshold=-1.4999999999999998 6.4175000190734872 1117.6546630859377 4063.8671875000005 2.5000000000000004 99998.222656250015 1.5000000000000002 3141.066528320313 3197.024536132813 -18.499999999999996 -10.499999999999998 -12.499999999999998 -16.499999999999996 -3.4999999999999996 8.5000000000000018 1575.673034667969 4.5000000000000009 -6.4999999999999991 4.5000000000000009 7.5000000000000009 3.5000000000000004 -2.4999999999999996 -8.4999999999999982 -35.499999999999993 13381.118652343752 76.500000000000014 42.500000000000007 857.34472656250011 -3.4999999999999996 803.05700683593761 decision_type=2 2 2 2 2 2 2 2 2 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 -3 4 -4 23 -7 15 -9 -10 11 12 -11 -12 18 17 -17 -6 -15 20 -8 22 -22 -5 26 -26 27 28 -1 -30 right_child=-2 2 3 5 7 6 19 8 9 10 13 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.0026084424075315808 -0.00011573617840192102 0.0055696416164625808 0.016637147546199979 -0.0072422363153996586 -0.016006536549776518 0.021560186485131645 -0.0052133786987780982 -0.034354917746766675 0.016107032919051384 -0.024750410638965506 0.0023911653762799163 -0.03305205629204705 0.015532558102707122 -0.0027472198899066253 -0.00093940786779321268 -0.027842955689920745 0.003500149674324958 -0.0016143683851293431 -0.018981261087986912 -0.0036641136786331198 0.0089761488178706668 0.0077632487749861017 -0.0047339500573511661 0.0026604791507812324 -0.0012882845643551026 0.0052527112463367663 -0.00048380951098285138 0.0015236404719957432 0.00065007065751446365 -0.0087398738264995186 leaf_weight=2963.7970986440778 269207.35880652117 459.45822297036648 40.815436011180282 91.109309989027679 62.819616533815861 33.754307885654271 244.35871598310769 15.468193158507345 25.547588162124157 14.301199048757551 188.45711928606033 33.730176970362663 18.572889596223831 53.286023437976837 155.05307205021381 12.439533196389673 484.59053602814674 301.77839693427086 112.18893133103848 695.64787232130766 82.793038293719292 334.87944805622101 218.16021408140659 4286.333980076015 7580.0587451532483 373.16666482388973 17425.656699486077 13645.465479991632 6348.9918886721134 244.10994815826416 leaf_count=13366 1154979 2416 544 859 338 2560 2140 71 172 76 929 152 94 327 667 82 2467 1491 511 3010 543 1480 991 22976 31743 1786 75249 62048 26572 1112 internal_value=-6.92432e-05 0.0001521 0.00122815 0.000962405 -0.00180048 0.00166341 -0.000487678 -0.00230956 -0.00530508 -0.00455759 -0.00547479 -0.0177215 -0.00199172 -0.00387222 -0.00755483 -0.000165872 0.0027157 -0.00409411 -0.0137536 -0.00095994 0.00117727 0.00363328 -0.000962265 0.00245437 -2.43333e-05 -0.00098138 0.000163015 0.0006488 -0.000600309 0.000302407 internal_weight=325754 56546.8 7965.54 7506.09 1519.05 5987.04 1609.59 1478.23 616.605 601.137 575.589 66.6043 32.8741 508.985 320.528 861.628 497.03 364.598 165.475 1575.84 880.191 635.833 300.953 4377.44 48581.2 7953.23 40628 23202.4 9556.9 6593.1 internal_count=1411751 256772 44896 42480 7921 34559 10724 7377 2999 2928 2756 322 170 2434 1505 4378 2549 1829 838 8164 5154 3014 1534 23835 211876 33529 178347 103098 41050 27684 is_linear=0 shrinkage=0.03 Tree=357 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 1 0 2 0 2 2 2 2 1 1 2 0 0 2 3 2 0 1 0 2 2 1 2 0 2 split_gain=3.68783 14.5092 29.4179 59.9062 30.8006 28.4561 29.4518 88.0386 35.6909 46.5695 45.2978 24.9812 28.2434 24.421 24.2124 21.5358 36.3908 30.1419 35.1524 28.8771 23.0669 52.7355 29.2832 21.5243 37.1503 22.6335 17.5107 17.0738 40.4819 30.4617 threshold=65.500000000000014 4316.3833007812509 7781.1735839843759 76.500000000000014 6336.3120117187509 -11.499999999999998 75.500000000000014 16278.651855468752 72.500000000000014 17636.074218750004 19759.034179687504 27132.552734375004 19191.198242187504 -2.4999999999999996 -6.4999999999999991 1235.1978759765627 87.500000000000014 80.500000000000014 586.10861206054699 12.393000125885012 2127.8171386718755 71.500000000000014 -6.4999999999999991 66.500000000000014 12255.386718750002 13908.505371093752 11.500000000000002 7113.1401367187509 78.500000000000014 5311.5163574218759 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -4 7 23 10 -10 -9 12 -11 -12 -6 16 17 18 -2 20 21 -17 -22 25 -25 -7 -24 29 -29 -5 right_child=1 2 5 27 14 6 -8 8 9 11 13 -13 -14 -15 -16 19 -18 -19 -20 -21 22 -23 26 24 -26 -27 -28 28 -30 -31 leaf_value=-3.2988154382731334e-05 -0.00078413274782651728 0.0029230319846755624 0.02135508872469765 0.0034473114638772012 -0.023346249174004793 -0.028509111462192753 0.00032798481577359925 0.013150774877089233 -0.042246025339284086 -0.016311981062829304 -0.011254967946080049 -0.0068642907780609242 0.010629373040408924 0.00097742670828179952 0.011027327306760235 -0.015191987679779605 0.0092409245044955748 -0.0038656366872668641 0.004074462626812313 0.0061882095650118308 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internal_value=-6.71607e-05 -0.000365326 0.000219196 0.00222194 0.00431721 -0.000521385 -0.000611218 -0.00278577 -0.000549102 -0.00538711 0.00156613 -0.00419627 0.00491396 -4.51915e-05 0.0100622 -0.0010323 -0.000218245 -0.000557952 0.000275609 -0.00255426 -0.00309955 -0.00630338 -0.00183682 -0.0118351 -0.00949008 -0.0224831 -0.0014344 -0.00311784 0.00226371 -0.00522044 internal_weight=325746 33494.7 17850.7 4818.94 3460.91 13031.8 12978.5 3914.71 3138.88 954.875 2184.01 924.99 209.53 1917.33 675.862 15644 10192.4 9839.02 7858.6 5451.64 5131.56 1450.74 3680.82 775.823 635.802 140.021 3599.41 1358.02 381.524 976.5 internal_count=1411751 141326 74665 19701 14110 54964 54635 16064 12933 3927 9006 3806 853 7922 2768 66661 43458 41909 33293 23203 21744 6131 15613 3131 2567 564 15249 5591 1556 4035 is_linear=0 shrinkage=0.03 Tree=358 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 2 0 2 2 1 1 1 0 1 0 2 0 1 0 0 0 1 1 1 2 2 1 2 2 0 split_gain=3.53659 11.1756 9.59991 15.2053 15.0567 10.6677 17.8795 9.89565 13.7899 11.967 11.6944 16.5131 13.6657 12.2453 13.6209 10.1814 12.285 11.1375 9.84088 9.52804 14.4284 12.649 11.8225 9.1279 9.58807 9.1665 9.98778 13.1429 9.0398 15.7618 threshold=-1.4999999999999998 6.4175000190734872 1117.6546630859377 4063.8671875000005 2.5000000000000004 99998.222656250015 1.5000000000000002 3141.066528320313 3197.024536132813 -18.499999999999996 -10.499999999999998 -12.499999999999998 7.5000000000000009 -3.4999999999999996 8.5000000000000018 1575.673034667969 4.5000000000000009 -6.4999999999999991 4.5000000000000009 7.5000000000000009 3.5000000000000004 -2.4999999999999996 -8.4999999999999982 -35.499999999999993 9759.5722656250018 14538.825683593752 -40.499999999999993 19191.198242187504 13381.118652343752 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 28 -3 4 -4 23 -7 15 -9 -10 11 12 -11 -12 18 17 -17 -6 -15 20 -8 22 -22 24 -5 -26 -27 -28 -1 -30 right_child=-2 2 3 5 7 6 19 8 9 10 13 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 29 -31 leaf_value=0.00016088955407265605 -0.00011044710089367295 0.005408083250945485 0.016346652952557036 -0.043427874046332214 -0.015402247051263375 0.021362940353855608 -0.0050372062098340388 -0.032943889470913791 0.015782952211430307 -0.02635265193144673 0.0023251737146555594 -0.031715657485577822 0.01337056210014736 -0.0026593966488391218 -0.00091417025068740688 -0.026545754396884062 0.0033997069561183674 -0.0015634466692104707 -0.018292224854112599 -0.0035544029019863635 0.0087526574361565974 0.0075471654217939121 -0.0045840969472128205 0.0025846946935127006 0.027090257204206294 0.00066842718362773777 -0.042335868468611877 -0.0015188998352339126 -0.0012410197231639795 0.0050818048867901713 leaf_weight=40626.551598303486 269201.75204611523 458.19260470569134 40.304801626130939 6.0677808150649062 63.312888525426388 33.056137175764889 245.25584355741739 15.643131881952284 25.29546182602644 12.675288654863833 188.28093262016773 34.090199157595634 20.241706609725952 53.373166665434837 155.08147902786732 12.65217688679695 483.82495906949043 301.99109761416912 112.90517328679562 695.76605113595724 82.375638362020254 334.18785016238689 218.48098737001419 4281.4830524567515 7.5811435123905531 49.527116998098791 14.007011219859125 14.397972792387007 7581.2673301100731 372.25870108604431 leaf_count=178347 1154979 2416 544 50 338 2560 2140 71 172 69 929 152 101 327 667 82 2467 1491 511 3010 543 1480 991 22976 70 541 82 116 31743 1786 internal_value=-6.51452e-05 0.000150548 0.0011925 0.000935028 -0.00174469 0.00161576 -0.000472694 -0.00223758 -0.00513596 -0.00441329 -0.00529923 -0.0170814 -0.00192559 -0.00375012 -0.00730956 -0.000160489 0.00263658 -0.00396193 -0.0132743 -0.00093067 0.00114306 0.00352989 -0.000932445 0.00238424 -0.00698724 -0.00440151 -0.007465 -0.0216465 -2.01805e-05 -0.000945085 internal_weight=325742 56540.1 7960.05 7501.86 1519.67 5982.19 1609.12 1479.37 617.587 601.943 576.648 67.0072 32.917 509.641 321.36 861.781 496.477 365.304 166.278 1576.07 880.3 635.044 300.857 4373.06 91.581 85.5132 77.9321 28.405 48580.1 7953.53 internal_count=1411751 256772 44896 42480 7921 34559 10724 7377 2999 2928 2756 322 170 2434 1505 4378 2549 1829 838 8164 5154 3014 1534 23835 859 809 739 198 211876 33529 is_linear=0 shrinkage=0.03 Tree=359 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 2 0 1 2 0 0 2 3 2 0 1 1 1 2 2 1 0 0 2 0 2 2 0 split_gain=3.49428 14.1115 12.8078 32.003 33.5852 30.8535 32.8152 25.4439 31.7781 20.3497 20.2585 34.1774 28.3898 33.1287 27.1633 21.7315 49.7707 27.3733 16.5774 16.0703 18.0321 17.8225 15.7701 15.7297 30.0249 51.5714 56.0779 41.9975 25.095 20.3881 threshold=65.500000000000014 56351.945312500007 11728.783203125002 4316.3833007812509 80.500000000000014 10010.478027343752 87.500000000000014 10240.441894531252 68.500000000000014 -11.499999999999998 1235.1978759765627 87.500000000000014 80.500000000000014 564.90808105468761 12.393000125885012 2127.8171386718755 71.500000000000014 -6.4999999999999991 11.500000000000002 1.5000000000000002 87.134357452392592 308.83364868164068 -5.4999999999999991 88.500000000000014 79.500000000000014 15948.730957031252 74.500000000000014 31044.129882812504 12538.349609375002 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 10 7 6 -6 22 -9 -4 11 12 13 19 15 16 -12 -17 -19 -2 -21 -22 -5 24 25 26 -11 -27 -25 -29 right_child=1 -3 9 4 5 -7 -8 8 -10 23 14 -13 -14 -15 -16 17 -18 18 -20 20 21 -23 -24 28 -26 27 -28 29 -30 -31 leaf_value=-2.9923472438997938e-05 -6.941869084903952e-05 0.0013137810391719285 0.023517356020993845 -0.0073144227899826358 -0.0072599454750819211 0.0035807783727226277 0.0037928561242685141 -0.023360504899198841 0.0028955718772335388 -0.016177542327453862 -0.014761087404321581 0.0089571698136911796 -0.003750703451025285 0.0038194853851878353 0.0060016794782400892 -0.018928659672691299 -0.0025419864638915133 -0.0010420827730939016 -0.013326073991723988 0.021892342172236276 -0.010800767240845131 -0.0022248836387534277 0.0033407229548202658 0.028572572976187208 0.0019977306067401677 0.0017858678479786107 0.012263525986007034 -0.0021813688984957573 -0.005635464736294925 -0.0093224957346444356 leaf_weight=292244.01527611143 4940.6894724220037 4020.5350435841829 28.605317413806915 128.29413005709648 989.73321926593781 616.08502119779587 319.89034405350685 74.824311956763268 93.115308061242104 410.26350067555904 424.05563560128212 353.32098127901554 1979.2137842699885 1818.3173881024122 320.16170052066445 81.907389417290688 1025.6128525435925 3496.7851039469242 101.75052820891142 23.54347787797451 304.00057671964169 771.84057338535786 4889.5112299472094 19.638543128967285 1805.1534864604473 1760.2944525778294 73.584980472922325 896.02515476942062 1121.9059014320374 601.27985626459122 leaf_count=1270425 20513 17835 194 595 4038 2536 1395 302 376 1655 1778 1549 8616 7597 1459 364 4353 14726 523 100 1494 3589 19839 84 7411 7169 298 3680 4793 2465 internal_value=-6.31858e-05 -0.000353444 -0.000580905 -0.000241094 0.00142752 -0.00195567 -0.00456017 0.00268386 -0.00880264 -0.001732 -0.000999749 -0.000210177 -0.000539426 0.000269367 -0.00247609 -0.00300518 -0.00611631 -0.00177975 -0.00138942 -0.000799369 -0.0040798 -0.00464817 0.00306829 -0.00183999 -0.00117996 -0.00271312 -0.0118521 -0.0013557 -0.00504697 -0.00504906 internal_weight=325734 33489.9 29469.4 22752.7 7111.45 1925.71 1309.62 5185.74 167.94 6716.75 15641.2 10190.9 9837.61 7858.39 5450.27 5130.11 1449.67 3680.44 3598.54 6040.07 1099.38 1075.84 5017.81 6688.15 5546.6 3741.45 483.848 3257.6 1141.54 1497.31 internal_count=1411751 141326 123491 95742 29081 7969 5433 21112 678 27749 66661 43458 41909 33293 23203 21744 6131 15613 15249 25696 5183 5083 20434 27555 22678 15267 1953 13314 4877 6145 is_linear=0 shrinkage=0.03 Tree=360 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 3 1 0 1 2 3 3 3 1 3 1 1 2 3 3 2 2 3 2 3 2 3 1 split_gain=4.7305 11.6657 11.247 8.2901 5.04045 4.18591 10.553 23.6887 10.5737 8.33514 8.30213 7.34204 48.0464 34.5488 24.6715 18.5486 16.3507 15.9676 15.2172 14.2678 25.6202 21.254 23.2035 22.6007 19.4159 42.7442 23.816 32.2799 17.5289 13.8243 threshold=97.500000000000014 58553.552734375007 89168.484375000015 4881.8349609375009 8492.8930664062518 170.15808868408206 152.24964904785159 1.1054999828338625 2.5000000000000004 18.500000000000004 6.5000000000000009 192.35161590576175 1.6674999594688418 1.469500005245209 2.6375000476837163 1.0000000180025095e-35 1.0619999766349795 1.0000000180025095e-35 7.5000000000000009 188.87422180175784 1.3535000085830691 1.1980000138282778 174.82500457763675 184.69928741455081 1.2994999885559084 184.69928741455081 1.247500002384186 177.51823425292972 1.247500002384186 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 3 -3 -2 -5 6 -1 8 -8 -9 -11 12 13 16 -14 -16 18 -18 29 20 21 23 -23 -19 25 26 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17.421317338943481 4282.727446064353 103.36221519857645 304903.18841401592 150.41523852944374 102.70040217041969 228.41699430346489 229.54989955574274 2794.8264143615961 45.590849623084068 27.726743414998055 208.98416765034199 56.618587680160999 374.84005296230316 24.898794017732143 26.770388841629028 594.78580494970083 53.601287581026554 349.68044617027044 242.69925448298454 281.88971561938524 568.96748243272305 leaf_count=39687 171 68 574 41 101 2130 410 89 100 18114 706 1322113 635 434 978 1013 11363 200 163 879 251 1707 118 113 2691 261 1568 1109 1267 2333 internal_value=-1.35545e-05 -0.00529106 -0.0116848 0.0054565 0.0178145 -1.10769e-05 -0.000524716 -0.00171086 -0.0151143 -0.00135895 -0.00144332 1.14596e-05 0.000981313 0.000199317 0.00903008 0.00556782 0.000487066 -0.000235262 0.00379475 -0.00211009 -0.00336546 -0.00402177 -0.00331992 -0.0199334 -0.00526157 -0.00876021 -0.00652877 -0.00532067 0.00241524 0.00436009 internal_weight=325606 152.788 95.7978 56.9901 26.3049 325453 13679.4 4520.06 115.637 4404.42 4386.09 311773 6870.21 6261.83 608.382 457.967 6159.13 5055.19 1103.95 2260.36 1769.49 1712.87 1640.51 72.3612 1265.67 670.88 617.278 592.38 490.874 1076.22 internal_count=1411387 955 642 313 142 1410432 59106 19419 510 18909 18820 1351326 29213 26587 2626 1991 26153 21527 4626 10164 8018 7767 7454 313 5747 3056 2795 2677 2146 4463 is_linear=0 shrinkage=0.03 Tree=361 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 3 1 0 1 0 0 0 2 1 2 3 3 1 0 3 1 0 0 3 1 1 0 2 split_gain=4.46049 11.0124 10.9001 7.77094 4.68824 3.93927 9.93482 22.3989 10.3309 7.86344 7.87694 7.24621 9.91583 13.6355 22.0699 10.2733 6.9214 44.3114 32.2855 22.3921 21.8395 14.2939 15.5126 24.9708 13.7714 13.5255 12.6381 13.0752 9.24027 11.4046 threshold=97.500000000000014 58553.552734375007 89168.484375000015 4881.8349609375009 8492.8930664062518 170.15808868408206 152.24964904785159 1.1054999828338625 2.5000000000000004 18.500000000000004 6.5000000000000009 49.500000000000007 35.500000000000007 43.500000000000007 112.57336044311525 -1.4999999999999998 184.69928741455081 1.6674999594688418 1.469500005245209 1.0000000180025095e-35 57.500000000000007 1.0205000042915346 1.0000000180025095e-35 55.500000000000007 39.500000000000007 2.6375000476837163 1.0000000180025095e-35 5.5000000000000009 26.500000000000004 182.46546936035159 decision_type=2 2 2 2 2 2 2 2 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 -2 -5 6 11 8 -8 -9 -11 12 -1 14 -14 -16 17 18 20 -19 21 26 -23 -24 -20 -21 -7 -28 -27 -30 right_child=1 2 -4 4 -6 16 7 9 -10 10 -12 -13 13 -15 15 -17 -18 19 24 25 -22 22 23 -25 -26 28 27 -29 29 -31 leaf_value=-0.0014379093668524157 -0.0049901741104236138 -0.038846663613322299 -0.0076330824970346203 0.034808643659992859 0.0081313048017497488 9.2908783041393796e-05 -0.010968740068186612 0.018318649549928581 -0.036239620705050005 -0.0012034976341614896 -0.0096100822896144668 -0.00080982665721013108 0.002939997411004413 0.0005714632799094239 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18114 706 19224 3418 11074 108 442 1331759 1093 138 183 78 8088 4970 2427 155 642 716 100 133 111 internal_value=-1.31531e-05 -0.00514216 -0.0113725 0.00528725 0.0172171 -1.07492e-05 -0.000509057 -0.00166022 -0.0147195 -0.00131858 -0.00140043 5.88142e-05 0.000878497 0.00169603 0.00482897 0.0162581 1.11121e-05 0.00116678 0.000136051 0.00958639 0.00048507 0.000332873 -0.000238089 -0.0023889 -0.0201985 0.00308202 0.00595712 0.0112106 -0.000143013 -0.0108473 internal_weight=325601 152.53 95.4876 57.0423 26.3989 325449 13677.8 4518.35 115.19 4403.16 4384.88 9159.4 4712.5 3483.18 920.038 130.494 311771 4595.38 4094.17 501.209 4025.09 4006.08 3636.88 1649.34 69.086 244.232 369.209 194.746 202.065 53.3989 internal_count=1411387 955 642 313 142 1410432 59106 19419 510 18909 18820 39687 20463 15042 3968 550 1351326 19567 17405 2162 17112 17034 15485 7397 293 1069 1549 816 886 244 is_linear=0 shrinkage=0.03 Tree=362 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 3 2 3 1 2 3 2 3 3 2 2 3 3 2 3 1 1 2 0 3 2 0 2 1 split_gain=4.20601 10.3958 10.567 7.2865 4.36622 3.73798 52.6022 118.209 114.687 65.942 63.359 106.516 37.7776 94.1473 62.6473 78.7383 43.4034 159.198 57.0871 42.0823 41.4138 40.7642 37.279 36.3288 35.3697 34.3492 37.7149 34.044 33.2806 32.0431 threshold=97.500000000000014 58553.552734375007 89168.484375000015 4881.8349609375009 8492.8930664062518 5922.5739746093759 2.3904999494552617 11465.855468750002 1.532000005245209 1.0000000180025095e-35 8322.3417968750018 1.1510000228881838 10727.411621093752 4.4095001220703134 4.4095001220703134 18647.261718750004 7781.1735839843759 3.4465000629425053 3.0835000276565556 9078.9726562500018 2.9229999780654912 1.0000000180025095e-35 -11.499999999999998 6806.8054199218759 45.500000000000007 1.247500002384186 9293.0400390625018 28.500000000000004 8136.8720703125009 -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=5 3 -3 -2 -5 -1 7 8 10 -10 11 -7 13 16 15 21 17 20 19 -18 -8 22 -14 -22 -9 26 -12 -23 -15 -19 right_child=1 2 -4 4 -6 6 12 24 9 -11 25 -13 14 28 -16 -17 18 29 -20 -21 23 27 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.8420670979962535e-05 -0.0048470037697163027 -0.03840125151095803 -0.0074127609014246641 0.03355802438441343 0.0078724879885656834 0.0022785511075454588 0.0077155892557575429 -0.00097328597089133342 -0.0043565041938911529 -0.012453939623612105 0.0043040079021213909 -0.0085939281861814685 -0.019634484076270785 -0.0039066902888582264 0.0003987378151521305 -0.00082518967688814345 0.0066470934174768202 0.0065715439785886225 0.0060177647388190685 -0.015399465761174234 -0.0012826715096359547 -0.014251314926645551 -0.0015661659831576089 0.0051809583916261979 0.001404276407870638 0.0044660379244079946 -0.004108360016608254 -0.003462013564852887 0.00021216665873349246 -0.0056613833334975177 leaf_weight=203220.05005332839 30.602695107460022 11.228145133703945 83.951383139938116 9.0453978031873721 17.440334290266037 1305.288392290473 2154.0340703353286 12767.246359817684 1977.8377488553524 1668.8503398001194 717.50791124999523 2141.3837326690555 111.97673797607422 2730.7734469734132 52413.142658695579 13040.480395585299 126.67217423021793 210.23023963719606 4606.388768658042 202.47187499701977 1401.76777497679 790.74325634539127 1250.1023702472448 1771.7783756330609 10075.273765102029 1611.0137997418642 1446.8225108236074 394.52892298996449 4995.0190035607666 2313.1736694276333 leaf_count=876041 171 68 574 41 101 5743 8872 51865 8064 6862 2991 9248 480 11907 245974 52989 522 1002 18959 836 5759 3180 5093 7292 41973 6589 6046 1586 21187 9372 internal_value=-1.27608e-05 -0.00499759 -0.0110684 0.00512386 0.0166446 -1.04285e-05 -0.000141529 -0.00114999 -0.00372538 -0.00806217 -0.00153555 -0.00447641 0.000242555 0.00137101 -9.78403e-05 -0.00176755 0.00295085 0.00156502 0.00515531 -0.00691477 0.00450507 -0.00659174 -0.00305157 0.00232595 7.53983e-05 0.00114928 -0.00131953 -0.01066 -0.00124369 -0.00464223 internal_weight=325597 152.268 95.1795 57.0884 26.4857 325445 122225 33711.2 10868.7 3646.69 7222.02 3446.67 88513.3 20512.3 68001 15587.8 12786.5 7850.98 4935.53 329.144 5327.58 2547.35 1362.08 3173.55 22842.5 3775.34 2164.33 1185.27 7725.79 2523.4 internal_count=1411387 955 642 313 142 1410432 534391 139381 45543 14926 30617 14991 395010 85708 309302 63328 52614 32297 20317 1358 21923 10339 5573 13051 93838 15626 9037 4766 33094 10374 is_linear=0 shrinkage=0.03 Tree=363 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 3 1 0 1 0 0 0 2 1 2 3 3 3 1 3 1 1 2 3 3 2 2 3 split_gain=3.96613 9.81365 10.2664 6.83417 4.07108 3.74367 9.35253 21.1793 10.0932 7.41859 7.47181 6.81814 9.32973 12.8309 20.7587 8.80467 6.54054 42.8612 31.025 22.7082 16.3257 14.8117 14.2737 14.145 13.1405 23.651 20.3242 21.5485 21.5474 18.2301 threshold=97.500000000000014 58553.552734375007 84498.644531250015 4881.8349609375009 8492.8930664062518 170.15808868408206 152.24964904785159 1.1054999828338625 2.5000000000000004 18.500000000000004 6.5000000000000009 49.500000000000007 35.500000000000007 43.500000000000007 135.51687622070315 -1.4999999999999998 192.35161590576175 1.6674999594688418 1.469500005245209 2.6375000476837163 1.0000000180025095e-35 1.0619999766349795 1.0000000180025095e-35 7.5000000000000009 188.87422180175784 1.3535000085830691 1.1980000138282778 184.69928741455081 174.82500457763675 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=5 3 -3 -2 -5 6 11 8 -8 -9 -11 12 -1 14 -14 -16 17 18 21 -19 -21 23 -23 -7 25 26 27 -24 -28 -30 right_child=1 2 -4 4 -6 16 7 9 -10 10 -12 -13 13 -15 15 -17 -18 19 -20 20 -22 22 24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0013968972131661566 -0.0047077838497212735 -0.03939942613803582 -0.0073703381465725186 0.032373132635814435 0.0076224999252930388 0.0041499561856872674 -0.010655359667396384 0.017820680228869273 -0.035839533215183648 -0.0011695893912331897 -0.0093814370097333698 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594.14979324489832 leaf_count=5421 171 64 578 41 101 4463 410 89 100 18114 706 19224 3653 11074 64 251 1322113 635 434 978 1013 11363 200 163 2146 251 1707 113 3056 2691 internal_value=-1.23798e-05 -0.0048572 -0.0107723 0.00496607 0.0160955 -1.01169e-05 -0.000495932 -0.00161312 -0.0143371 -0.00128144 -0.00136085 5.49957e-05 0.000850085 0.00164306 0.00468228 0.0198637 1.11945e-05 0.000926898 0.00018855 0.00853665 0.00520307 0.000460971 -0.000227009 0.00360857 -0.00200119 -0.00320787 -0.00384136 -0.0194415 -0.00315548 -0.00503142 internal_weight=325581 152.003 94.8738 57.1289 26.5659 325429 13675.8 4516.71 114.745 4401.96 4383.74 9159.09 4712.5 3483.24 919.986 74.4985 311753 6865.55 6258.32 607.224 456.499 6155.93 5051.75 1104.18 2257.44 1766.47 1709.54 71.997 1637.54 1262.4 internal_count=1411387 955 642 313 142 1410432 59106 19419 510 18909 18820 39687 20463 15042 3968 315 1351326 29213 26587 2626 1991 26153 21527 4626 10164 8018 7767 313 7454 5747 is_linear=0 shrinkage=0.03 Tree=364 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 3 1 0 1 0 0 0 2 1 0 1 2 0 2 0 0 0 2 3 3 1 0 0 split_gain=3.74021 9.26477 9.98761 6.41158 3.79999 3.52324 8.80438 20.0266 9.8618 6.99888 7.08671 6.41537 8.77831 12.0739 19.8084 9.22786 6.42759 18.7706 9.5387 17.6724 9.45561 8.79148 8.70201 20.4548 6.32105 39.6168 29.0458 20.3788 20.2991 13.038 threshold=97.500000000000014 58553.552734375007 84498.644531250015 4881.8349609375009 8492.8930664062518 170.15808868408206 152.24964904785159 1.1054999828338625 2.5000000000000004 18.500000000000004 6.5000000000000009 49.500000000000007 35.500000000000007 43.500000000000007 112.57336044311525 -1.4999999999999998 63.500000000000007 1.0000000180025095e-35 65.889682769775405 76.500000000000014 149.63704681396487 52.500000000000007 68.500000000000014 71.500000000000014 184.69928741455081 1.6674999594688418 1.469500005245209 1.0000000180025095e-35 57.500000000000007 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=5 3 -3 -2 -5 6 11 8 -8 -9 -11 12 -1 14 -14 -16 20 22 -19 -20 -13 -22 -18 -24 25 26 28 -27 -7 -28 right_child=1 2 -4 4 -6 24 7 9 -10 10 -12 16 13 -15 15 -17 17 18 19 -21 21 -23 23 -25 -26 27 29 -29 -30 -31 leaf_value=-0.0013550633100168602 -0.0045724150465905628 -0.039053324161195356 -0.0071575159145699742 0.031248502784372936 0.0073809962427174962 0.00032521951019328526 -0.010349183025743773 0.017338183886001019 -0.035451166279732729 -0.0011346465911929661 -0.0091555145470964931 -0.0018008740825658238 0.0027505934623665877 0.00053565468286723432 -0.0012973770322436753 0.019174164470722295 0.011846998779420704 0.0099455232405713089 -0.0025135118878800242 -0.02933499565225706 0.0033543274676315566 -0.022507230927162017 -0.01007277458467762 0.014987269745345366 -5.6572887738300583e-06 0.015013245454874757 -0.0052146470919070985 0.0028970586368055806 0.031374781260368294 -0.031387774713423459 leaf_weight=1229.1960570514202 30.524462066590786 9.864668343216179 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0.000141502 0.00908739 0.000472219 -0.0191822 internal_weight=325576 151.729 94.5646 57.1642 26.6397 325425 13673.8 4515.06 114.299 4400.76 4382.59 9158.72 4712.46 3483.27 919.92 130.705 4446.26 641.175 347.748 301.245 3805.08 480.558 293.426 118.24 311751 4590.51 4090.53 499.985 4021.7 68.8298 internal_count=1411387 955 642 313 142 1410432 59106 19419 510 18909 18820 39687 20463 15042 3968 550 19224 2825 1584 1390 16399 2061 1241 508 1351326 19567 17405 2162 17112 293 is_linear=0 shrinkage=0.03 Tree=365 num_leaves=31 num_cat=0 split_feature=2 3 3 2 1 2 1 0 0 2 2 2 3 2 2 3 0 0 2 0 2 0 0 3 3 0 3 0 2 0 split_gain=7.40989 28.2676 31.3935 65.7701 32.4156 37.1242 37.994 30.8796 38.8453 37.7833 30.2092 27.3909 24.7673 23.6666 21.216 82.5269 78.0948 81.0669 72.5272 78.2691 69.233 58.4089 40.6207 29.6129 82.4678 70.1217 49.8339 43.0437 27.2909 25.0743 threshold=16278.651855468752 5.4584999084472665 2.6375000476837163 20329.439453125004 -8.4999999999999982 40991.593750000007 17.500000000000004 54.500000000000007 29.500000000000004 22283.848632812504 31044.129882812504 61805.615234375007 74.000000000000014 47761.341796875007 13381.118652343752 7.7119998931884775 18.500000000000004 22.500000000000004 15542.858398437502 13.500000000000002 14212.430175781252 14.500000000000002 12.500000000000002 2.1755000352859502 1.8174999952316286 43.500000000000007 2.7749999761581425 69.500000000000014 14538.825683593752 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=12 2 7 -4 11 6 -6 8 9 -2 -11 -5 14 -9 29 16 18 -18 19 -16 21 -21 -20 24 25 28 27 -25 -19 -1 right_child=1 -3 3 4 5 -7 -8 13 -10 10 -12 -13 -14 -15 15 -17 17 23 22 20 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.00087657219329014143 0.012486766071368637 0.00029397780025313986 -0.008781484982271423 -0.012165839113691679 0.00054798178519108284 -0.0022652076923571954 0.018422449729055879 0.00080390308348227938 -0.001553058971342344 -0.0060005762810961477 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680.66121599078178 220044.92593678832 leaf_count=115303 1335 182379 4646 1757 21064 35496 451 18880 42955 1510 3466 551 3243 5015 5061 6835 591 2338 1025 1628 2251 1263 1445 2336 3123 6513 3095 517 2789 933623 internal_value=-4.16192e-07 -0.00027116 -0.000904123 -0.00188108 -0.0013356 -0.00105524 0.000913907 -4.2043e-05 -0.000898257 0.00350603 0.00109281 -0.00847565 7.51764e-05 0.00177928 8.42156e-05 0.00145752 0.00266365 0.00044686 0.00654085 0.00427123 0.00962269 0.00331432 0.016209 0.00108261 0.00254793 0.000177072 -0.002514 -0.00826508 -0.00510362 2.95811e-05 internal_weight=325849 71121 33547.4 15725.9 14573.8 14023.2 5337.23 17821.5 12122.6 1569.04 1236.72 550.639 254728 5698.9 254491 9737.09 8177.53 5202.81 2974.72 2409.17 1217.09 684.789 565.553 5057.06 3593.15 2824.54 1463.91 703.952 1256.44 244754 internal_count=1412484 319505 137126 63965 59319 57011 21515 73161 49266 6311 4976 2308 1092979 23895 1089736 40810 33975 21302 12673 10203 5142 2891 2470 20711 14763 11640 5948 2853 5127 1048926 is_linear=0 shrinkage=0.03 Tree=366 num_leaves=31 num_cat=0 split_feature=2 3 3 2 1 2 1 0 0 2 2 2 3 2 0 2 2 3 0 0 2 0 2 0 0 3 0 0 3 0 split_gain=6.97251 26.5994 29.5376 61.8821 30.5017 34.9318 35.8418 29.0627 36.5488 35.5462 28.4233 25.7687 23.3456 22.3134 20.0928 20.4706 19.9773 77.6649 73.6416 76.2532 68.7473 73.8271 65.5365 55.0756 38.76 28.0977 64.2216 68.5032 60.5264 31.0374 threshold=16278.651855468752 5.4584999084472665 2.6375000476837163 20329.439453125004 -8.4999999999999982 40991.593750000007 17.500000000000004 54.500000000000007 29.500000000000004 22283.848632812504 31044.129882812504 61805.615234375007 74.000000000000014 47761.341796875007 72.500000000000014 32150.583984375004 13381.118652343752 7.7119998931884775 18.500000000000004 22.500000000000004 15542.858398437502 13.500000000000002 14212.430175781252 14.500000000000002 12.500000000000002 2.279500007629395 35.500000000000007 43.500000000000007 2.7749999761581425 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=12 2 7 -4 11 6 -6 8 9 -2 -11 14 16 -9 15 -5 -1 18 20 -20 21 -18 23 -23 -22 26 -21 -28 29 -27 right_child=1 -3 3 4 5 -7 -8 13 -10 10 -12 -13 -14 -15 -16 -17 17 -19 19 25 24 22 -24 -25 -26 28 27 -29 -30 -31 leaf_value=2.8693506600581388e-05 0.012110803485000331 0.00028517258633879993 -0.0085180483814646397 -0.006240659989779484 0.00053154169130342549 -0.0021973360865271425 0.017912242056725085 0.00077987779405338511 -0.0015065944016323372 -0.0058218714142216892 0.0040652799419903579 0.0035478811640302335 -0.0093342926345051074 0.0054502381423868164 0.025872314419312883 -0.019649791807890303 -0.0011565213963419191 -0.0047184553209660002 -0.020955764869373093 0.01011177998542109 0.0067078187331605869 -0.0042881381710656351 0.01726571989534657 0.01286719273233914 0.022609822146278515 -0.0064081010062247189 -0.0049530747818708719 0.0042540138604313582 0.0027291091460761069 -0.023304570541396081 leaf_weight=244755.73918219283 332.35588154196739 37571.82319293404 1152.0717726945877 205.16678332537413 5227.9718834906816 8685.6314011216164 109.00830434262753 4542.0900981649756 10552.681927412748 375.96309186518192 860.88503934442997 128.38226518034935 237.20346790924668 1154.7396432608366 12.368407495319842 204.69020406901836 1192.3333649113774 1560.3258501179516 145.8003798276186 767.04365396499634 241.54207538813353 384.98679707199335 530.49201113730669 299.40901042521 321.65572933107615 416.86802278459072 1255.8021344617009 1728.1284475326538 759.88839182257652 127.85338523983955 leaf_count=1048926 1335 182379 4646 839 21064 35496 451 18880 42955 1510 3466 551 3243 5015 71 847 5061 6835 591 3118 1025 1628 2251 1263 1445 1689 5127 7165 3095 517 internal_value=-3.99034e-07 -0.000263042 -0.000877084 -0.00182472 -0.00129558 -0.00102362 0.000886544 -4.07832e-05 -0.000871365 0.00340047 0.0010599 -0.00822185 7.29274e-05 0.00172655 -0.0118006 -0.0129374 8.16957e-05 0.00141466 0.00258572 0.000433565 0.00635427 0.00414671 0.00935148 0.00321696 0.0157898 0.00105042 0.00236941 0.000379164 -0.00274188 -0.0103739 internal_weight=325841 71115.8 33544 15725.3 14573.2 14022.6 5336.98 17818.7 12121.9 1569.2 1236.85 550.608 254725 5696.83 422.225 409.857 254488 9732.13 8171.8 5201.38 2970.42 2407.22 1214.89 684.396 563.198 5055.58 3750.97 2983.93 1304.61 544.721 internal_count=1412484 319505 137126 63965 59319 57011 21515 73161 49266 6311 4976 2308 1092979 23895 1757 1686 1089736 40810 33975 21302 12673 10203 5142 2891 2470 20711 15410 12292 5301 2206 is_linear=0 shrinkage=0.03 Tree=367 num_leaves=31 num_cat=0 split_feature=2 3 0 1 0 0 2 2 0 2 1 1 2 1 0 2 0 2 3 0 2 0 0 2 0 0 2 3 0 2 split_gain=6.56099 25.03 28.266 29.4621 25.3824 27.1479 50.1898 31.6026 28.3163 34.558 25.7381 22.1664 22.9165 24.5452 22.135 61.3872 110.94 90.2284 76.7173 90.6605 60.2157 58.2197 50.9874 64.478 42.8268 33.8889 32.6779 32.5031 35.6391 32.4577 threshold=16278.651855468752 5.4584999084472665 37.500000000000007 -9.4999999999999982 31.500000000000004 27.500000000000004 20329.439453125004 50250.322265625007 29.500000000000004 22283.848632812504 17.500000000000004 29.500000000000004 40991.593750000007 6.5000000000000009 12.500000000000002 12538.349609375002 18.500000000000004 15542.858398437502 2.1755000352859502 35.500000000000007 11197.012207031252 43.500000000000007 13.500000000000002 14538.825683593752 22.500000000000004 14.500000000000002 14858.619628906252 2.7749999761581425 69.500000000000014 7957.9211425781259 decision_type=2 2 2 2 2 2 2 2 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 -2 5 10 -7 8 9 -8 -5 12 13 -6 20 -16 17 22 19 -18 29 -21 -17 25 -20 -24 -25 28 -26 -1 right_child=1 -3 -4 4 11 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 18 -19 24 21 -22 -23 23 26 27 -27 -28 -29 -30 -31 leaf_value=-0.0005535811548246025 -0.0077147551282390463 0.000276630454715088 0.00017586038591188628 -0.001617115576913936 -0.0044824831355260442 0.010732162639401771 0.014911928733096632 0.0041293465035504937 -0.006407114628233547 -0.00143924229345755 0.01105626509626464 0.014825987229792012 -0.00021426251336961689 -0.015899504071488678 4.8196820180491425e-05 -0.00070351764919455724 0.011125655402294092 0.022076025651209297 -0.018761184304906621 -0.0037289101956637463 -0.0046100035428659827 0.0036011643926268915 0.0011540206216775124 0.029411038240361537 -0.0046044254144208784 0.0095290259190651452 0.011553413689798026 0.00012061585377319642 -0.020160059681327832 0.0042069583650176266 leaf_weight=15912.327353675617 682.04612623155117 37570.061637369916 14034.488785095513 11522.842440158129 2620.7804065644741 469.41602566838264 142.50730058550835 1053.7078909724951 830.27953612804413 633.30043524503708 146.05067731440067 58.665844962000847 1164.9599511772394 181.1911012083292 223601.34600847587 892.52571661025286 884.52032022178173 319.58205800503492 168.31974539160728 1685.5261675044894 3264.3311611842364 2314.0651342049241 856.88002770394087 159.23855105042458 756.83523274213076 882.86836041510105 219.14690251648426 1238.8317765519023 160.6999350041151 1402.6019298247993 leaf_count=77086 2811 182379 58332 46444 10557 1889 571 4242 3341 2544 600 240 4713 842 950059 3790 3596 1445 683 6875 15634 9586 3639 680 3072 3716 923 5098 650 6447 internal_value=-3.82495e-07 -0.000255168 -0.000850862 -0.00158959 -0.00136766 -0.000793083 0.00168824 9.21179e-05 -0.00255659 0.00156429 -0.00145849 -0.0034798 -0.00375052 -0.00522077 7.07463e-05 0.000153656 0.00239113 0.00691968 0.000299087 0.00243422 -0.000872561 0.000512091 0.00531083 0.00784511 -0.00418679 0.00540408 0.0190686 -0.00304915 -0.00732889 -0.000167952 internal_weight=325830 71110.3 33540.2 19505.7 18823.7 14798.1 3129.21 2659.8 1606.09 775.808 11668.9 4025.6 3966.93 2801.97 254720 234140 10539 3330.24 7208.8 4884.11 20579.3 3999.59 3010.66 2118.13 2324.69 1739.75 378.385 2156.37 917.535 17314.9 internal_count=1412484 319505 137126 78794 75983 59631 12587 10698 6456 3115 47044 16352 16112 11399 1092979 993812 43753 14193 29560 20057 99167 16461 12748 8958 9503 7355 1603 8820 3722 83533 is_linear=0 shrinkage=0.03 Tree=368 num_leaves=31 num_cat=0 split_feature=2 3 3 2 1 0 0 2 2 1 2 2 3 2 3 2 2 0 0 0 0 2 0 0 2 2 2 3 0 0 split_gain=6.174 23.5535 26.9827 58.1326 27.5077 26.7562 32.4098 31.4647 26.1173 26.0644 26.1471 24.1917 21.5671 21.0378 19.2534 96.4521 61.487 40.8735 27.5703 27.1796 20.4741 49.3459 22.6114 18.4151 38.088 22.3231 18.1517 69.4395 66.2556 67.8815 threshold=16278.651855468752 5.4584999084472665 2.6375000476837163 20329.439453125004 17.500000000000004 54.500000000000007 29.500000000000004 22283.848632812504 31044.129882812504 -8.4999999999999982 40991.593750000007 61805.615234375007 74.000000000000014 47761.341796875007 3.653500080108643 28052.395507812504 28988.621093750004 79.500000000000014 22.500000000000004 79.500000000000014 74.500000000000014 23051.732421875004 75.500000000000014 82.500000000000014 33116.664062500007 37956.898437500007 13381.118652343752 7.7119998931884775 18.500000000000004 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=12 2 5 -4 9 6 7 -2 -9 11 14 -5 26 -7 15 18 19 -18 -11 -16 -20 22 -22 25 -25 -19 -1 28 -28 -30 right_child=1 -3 3 4 -6 13 -8 8 -10 10 -12 -13 -14 -15 16 -17 17 23 20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=2.6546995008305322e-05 0.011394025375827231 0.00026834398419295932 -0.0082186976919994947 -0.011249595996150151 0.009544840526412985 0.00075131121980843507 -0.0014213355505797837 -0.0056008681109864997 0.0038771179249380162 -0.0082826878655546787 -0.002139826693404318 0.0036237905135561559 -0.0089861021602586633 0.005288723487849944 -0.0011134095449516605 -0.0056267720718989316 0.0042664589473704103 0.032064650060526945 0.0051650505095093635 -0.0147001352710877 0.028894229167836915 0.029185040625411985 -0.011490661419524218 -0.018797524376568432 0.022494674293653934 0.0044588981154730983 0.0060380985552447404 -0.0044471613924179903 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0.000551529 -0.00108673 0.0025748 0.0064618 0.00553218 -0.00351184 0.00706043 0.0162474 -0.00271959 0.0182006 0.00734824 0.0249913 7.70471e-05 0.00134826 0.00245733 0.000416864 internal_weight=325820 71105.2 33536.9 15722.9 14570.9 17814 12119.3 1569.46 1237.08 14360.3 13810.1 550.207 254715 5694.64 5227.75 2888.73 2339.02 1427.44 1175.29 911.58 1058.22 180.984 73.3907 224.895 86.5603 138.335 254478 9723.14 8161.31 5198.82 internal_count=1412484 319505 137126 63965 59319 73161 49266 6311 4976 58448 56140 2308 1092979 23895 21064 11639 9425 5759 4732 3666 4263 739 298 929 358 571 1089736 40810 33975 21302 is_linear=0 shrinkage=0.03 Tree=369 num_leaves=31 num_cat=0 split_feature=2 3 3 2 1 2 1 3 2 2 0 0 2 0 1 2 0 2 0 2 2 0 2 3 0 0 0 2 0 0 split_gain=5.80929 22.1637 25.4344 55.0933 28.5546 24.6089 27.2372 23.7581 94.8069 53.2335 36.713 31.4069 44.1811 25.566 23.2113 22.0412 21.3117 20.5934 20.497 55.7996 55.6819 100.975 85.3677 71.1028 85.3182 54.802 48.6213 60.3535 37.5807 32.3279 threshold=16278.651855468752 5.4584999084472665 2.7749999761581425 20329.439453125004 -8.4999999999999982 42648.800781250007 17.500000000000004 3.653500080108643 28988.621093750004 28988.621093750004 79.500000000000014 74.500000000000014 23051.732421875004 79.500000000000014 -20.499999999999996 89168.484375000015 75.500000000000014 28988.621093750004 12.500000000000002 11197.012207031252 12538.349609375002 18.500000000000004 15542.858398437502 2.1755000352859502 35.500000000000007 43.500000000000007 13.500000000000002 14538.825683593752 22.500000000000004 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=18 2 14 -4 15 6 7 8 11 13 -11 -6 16 -9 -2 -5 -13 -8 19 -1 -20 22 26 24 -23 -26 -22 29 -25 -28 right_child=1 -3 3 4 5 -7 17 9 -10 10 -12 12 -14 -15 -16 -17 -18 -19 20 -21 21 23 -24 28 25 -27 27 -29 -30 -31 leaf_value=-0.0001627856903808006 0.017535019442913125 0.00026030526020711379 -0.0084975967664129206 -0.010675882646730367 0.002640128528288873 -0.0020169761306624741 -0.012692229252859783 -0.0010799978809518521 -0.0066472498119592412 0.0037061989456661764 0.016116345284174608 0.028110967994006954 0.02665173171146409 -0.014256106378288905 -0.00013822454907942925 0.0067802270058775994 -0.011138171939678213 0.022397048865288066 4.5967298805982279e-05 -0.0044383536628152895 -0.00083077408416528233 0.010771597203646864 0.021414086079904887 -0.017689482861467268 -0.0036404190515950184 0.0034722971481416635 0.0010106687105196116 0.018412474587672398 -0.0029693791630761978 0.0091964121769411503 leaf_weight=17315.39412223245 67.119977794587612 37566.692250201944 1011.2071063742042 445.19307529181242 858.63640514016151 7897.4673622697592 18.384662792086601 750.66729897260666 1470.0874714404345 1365.1990132331848 254.5411820858717 15.89281117916107 125.82050117850304 160.95243629813194 18874.35713353008 76.250218868255615 57.490624949336052 83.062590420246124 223601.48625581712 3265.2180464044213 891.78216190636158 884.38913176953793 316.92563315480947 168.27630533277988 1685.1376804113388 2313.1884907409549 856.11058699339628 376.43482291698456 2156.1439487487078 881.10499907284975 leaf_count=83533 446 182379 4078 1854 3445 32308 74 3013 5928 5483 1054 65 517 653 77301 326 233 348 950059 15634 3790 3596 1445 683 6875 9586 3639 1603 8820 3716 internal_value=-3.53674e-07 -0.000240122 -0.000800758 -0.00174214 -0.0012391 -0.000964196 0.000646873 0.000338254 -0.00171895 0.00239267 0.00565645 0.00512995 0.0158619 -0.00340633 -7.55986e-05 -0.00812329 -0.0026379 0.016038 6.65743e-05 -0.000841126 0.000146363 0.00227834 0.00660529 0.000283694 0.00233963 0.000474566 0.00504369 0.00752222 -0.00403504 0.00516243 internal_weight=325811 71099 33532.3 14590.9 13579.6 13058.2 5160.73 5059.29 2527.93 2531.36 1619.74 1057.84 199.204 911.62 18941.5 521.443 73.3834 101.447 254712 20580.6 234131 10529.5 3322.36 7207.14 4882.72 3998.33 3005.43 2113.65 2324.42 1737.22 internal_count=1412484 319505 137126 59379 55301 53121 20813 20391 10188 10203 6537 4260 815 3666 77747 2180 298 422 1092979 99167 993812 43753 14193 29560 20057 16461 12748 8958 9503 7355 is_linear=0 shrinkage=0.03 Tree=370 num_leaves=31 num_cat=0 split_feature=0 1 0 0 1 2 2 2 2 2 2 2 2 0 1 0 2 1 2 1 2 1 2 2 1 1 0 2 2 1 split_gain=4.36485 27.3979 23.8151 16.1683 21.0716 31.9681 18.099 63.1703 30.2611 44.7401 27.6434 38.6054 39.1836 28.0224 35.0872 43.6781 24.9344 23.156 21.9203 19.6888 19.4597 18.5409 46.1251 32.2735 17.8202 23.2736 19.6475 20.1936 17.1139 17.0577 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 45.500000000000007 -3.4999999999999996 2713.268676757813 2320.079467773438 269.47608947753912 418.29415893554693 478.39485168457037 3673.1176757812505 6643.0878906250009 8654.3632812500018 47.500000000000007 1.0000000180025095e-35 49.500000000000007 174.82500457763675 4.5000000000000009 2583.655151367188 25.500000000000004 2713.268676757813 1.0000000180025095e-35 303.00918579101568 288.74774169921881 1.5000000000000002 4.5000000000000009 48.500000000000007 3432.9526367187505 14212.430175781252 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=3 2 -2 -1 5 -5 7 16 21 -10 13 17 19 20 15 -15 -6 -12 29 -13 -8 22 -9 -23 26 -26 -20 -28 -14 -16 right_child=1 -3 -4 4 6 -7 10 8 9 -11 11 12 28 14 18 -17 -18 -19 24 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-2.2510273141668327e-05 -0.0031377254953118905 0.00026915871125290312 0.0030646234773491375 0.0049388360093858266 -0.00090654893687629092 -0.0037080230654168347 0.0074206307103338465 0.0058748327332164649 0.011747635645208589 -0.0036211139341462864 -0.0043616924608768457 0.0067330993307474262 -0.0041147390129336586 -0.0015196511694887756 -0.0015802778557536242 0.0071960295475174962 0.0031253719940706132 -0.01662526348409625 0.0061063375017601784 -0.030553130765341139 0.0017175377333424658 -0.025808514269936061 -0.016205354145268195 -0.0070458828623482976 -0.013734215675893547 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-0.00317 -0.000158548 -0.00182475 9.90382e-05 0.00115525 -0.000365769 0.00231125 0.000282543 -0.00542922 -0.00330414 0.00609254 0.00376453 -0.00984369 -0.00489746 -0.0147969 -0.00552914 -0.00919508 -0.00214535 -0.00533268 -0.00170199 0.00132879 internal_weight=325533 83694.2 4301.07 241839 26486.6 1818.17 24668.4 13303.1 6664.57 5983.46 11365.3 5010.63 3266.97 6354.66 4014.51 2100.68 6638.57 1743.65 1913.83 754.878 2340.15 681.106 340.793 340.314 1292.91 620.58 672.325 484.99 2512.1 620.927 internal_count=1411307 355933 19759 1055374 117309 8478 108831 57275 28981 25782 51556 22242 13794 29314 19656 10860 28294 8448 8796 3371 9658 3199 1368 1831 6305 3367 2938 2107 10423 2491 is_linear=0 shrinkage=0.03 Tree=371 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 0 0 1 2 2 2 2 2 2 2 2 0 1 0 2 1 2 1 2 1 2 2 1 1 0 split_gain=4.1073 25.7617 22.3904 15.4175 18.3443 20.4416 15.2264 19.8442 30.1219 17.0298 59.4974 28.6864 42.084 26.0319 36.4213 36.8292 26.3617 33.0718 41.2921 23.4593 22.194 20.6855 18.6876 18.3274 17.7621 43.7038 31.0986 16.9027 22.1341 18.4921 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 877.87664794921886 1235.1978759765627 65.500000000000014 45.500000000000007 -3.4999999999999996 2713.268676757813 2320.079467773438 269.47608947753912 418.29415893554693 478.39485168457037 3673.1176757812505 6643.0878906250009 8654.3632812500018 47.500000000000007 1.0000000180025095e-35 49.500000000000007 174.82500457763675 4.5000000000000009 2583.655151367188 25.500000000000004 2713.268676757813 1.0000000180025095e-35 295.06871032714849 288.74774169921881 1.5000000000000002 4.5000000000000009 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=6 2 3 -2 5 -5 -1 8 -8 10 19 24 -13 16 20 22 23 18 -18 -9 -15 -19 -16 -11 25 -12 -26 29 -29 -23 right_child=1 -3 -4 4 -6 -7 7 9 -10 13 11 12 -14 14 15 -17 17 21 -20 -21 -22 27 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-2.1834979836823225e-05 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2511.4348186701536 1177.6392782926559 620.88229824602604 919.43690504133701 1958.0239011496305 150.1868933364749 187.60850410163403 12.793697744607924 1500.3594493120909 138.82308128476143 211.00973378121853 199.05593767017126 383.07008111476898 235.01268939673901 484.3880460858345 leaf_count=938065 5267 336174 2970 241 11163 118 6072 20204 2406 3406 520 738 25044 7410 3304 10423 4983 2491 5877 8090 1038 831 67 6252 753 848 1078 1966 1401 2107 internal_value=-4.26008e-05 0.000138533 -0.00212191 -0.00304034 -0.00438454 -0.0184974 -0.000105294 -0.000784296 0.00224197 -0.00100725 -0.00173586 -0.00373927 -0.00307607 -0.000154001 -0.00177125 9.59824e-05 0.00112175 -0.000355408 0.00224597 0.000274079 -0.00527695 -0.00321014 0.00590177 0.00365195 -0.00958465 -0.00475147 -0.0144586 -0.00537547 -0.00895604 -0.00208217 internal_weight=325520 83698.1 4304.28 3647.16 2472.78 80.2033 241822 26469.9 1816.3 24653.6 13298.1 6659.85 5981.24 11355.5 5007.55 3267.3 6347.98 4008.04 2097.08 6638.2 1740.25 1910.96 755.865 2339.94 678.61 340.731 337.879 1290.08 618.083 671.997 internal_count=1411307 355933 19759 16789 11522 359 1055374 117309 8478 108831 57275 28981 25782 51556 22242 13794 29314 19656 10860 28294 8448 8796 3371 9658 3199 1368 1831 6305 3367 2938 is_linear=0 shrinkage=0.03 Tree=372 num_leaves=31 num_cat=0 split_feature=1 2 3 0 0 2 2 1 1 2 0 2 1 1 2 2 0 1 0 0 1 2 2 2 2 1 2 2 2 2 split_gain=4.03384 9.77341 9.48246 10.2421 20.5256 8.70489 8.64312 6.47847 5.94162 5.9072 5.53122 7.55356 5.77851 5.51624 5.00191 4.86392 4.12376 23.5754 20.9812 14.0467 19.0751 14.9869 60.5053 27.1794 41.4265 58.6501 24.3414 51.7663 23.9287 23.4435 threshold=-31.499999999999996 3365.596557617188 5.9049999713897714 9.5000000000000018 10.500000000000002 14858.619628906252 1192.975524902344 -38.499999999999993 -37.499999999999993 17172.791015625004 7.5000000000000009 72077.554687500015 -65.499999999999986 -34.499999999999993 25386.748046875004 2215.613159179688 50.500000000000007 -3.4999999999999996 85.500000000000014 45.500000000000007 -7.4999999999999991 269.47608947753912 1148.2519531250002 1421.1920166015627 1608.1567382812502 1.0000000180025095e-35 782.01553344726574 418.29415893554693 1499.682556152344 999.28067016601574 decision_type=2 2 2 2 2 2 2 2 2 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 14 10 7 -6 13 -5 15 -7 11 12 -4 -1 -3 -8 19 18 -18 -2 -21 -22 26 -24 25 28 27 -23 -25 -28 right_child=16 2 3 4 5 9 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 22 23 24 -26 -27 29 -29 -30 -31 leaf_value=-0.00016403368647515865 -2.7666584918944747e-05 0.0084998146520530657 -0.033669882187347823 -0.051443073199135637 0.018947846434497689 -0.025679727620854433 -0.011431984740730341 -0.01601664429805201 -0.0022120067224543519 0.0021724780331239266 0.018158921057948415 0.013448250590658095 -0.0014551135745670789 0.02992900082800818 0.022746263011700671 -0.035219165120091177 -0.0023971928230092118 0.00025324703814599213 0.010217908468372347 0.0047323447263114609 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0.0029916 0.00554164 0.000749795 -0.00845703 0.00206749 -0.00575884 -0.0350706 -0.0118847 -0.00775241 0.00672363 0.00244084 -0.0059108 0.00851645 0.0113763 -0.0207666 -4.5005e-05 0.000136507 -0.00203599 -0.000107897 -0.000760496 -0.00087873 -0.00131771 -0.000567273 -0.000735922 -0.0132883 -0.00515857 -0.00270499 0.00737474 -0.00805002 internal_weight=325508 394.196 305.242 167.599 65.9528 47.2625 88.9533 18.6903 62.2433 29.8802 101.646 73.9499 42.0473 26.71 137.644 32.448 325114 83660.8 4266.29 241453 26434.3 25877.3 18892.6 15804.7 15519.5 233.077 3087.96 1670.46 80.7816 1417.5 internal_count=1411307 3561 3017 2085 459 345 544 114 358 212 1626 1415 448 186 932 197 1407746 355714 19540 1052032 117196 114271 84475 70110 68895 1001 14365 7605 337 6760 is_linear=0 shrinkage=0.03 Tree=373 num_leaves=31 num_cat=0 split_feature=1 2 3 0 0 2 2 1 1 2 1 0 2 1 2 2 0 1 0 2 2 0 0 1 2 2 2 2 2 2 split_gain=3.80966 9.2144 9.00463 9.63164 18.8534 8.26384 8.09649 5.72889 5.49097 5.44318 5.31328 5.29703 7.16589 5.25757 4.79856 4.4094 3.88026 22.169 20.396 13.7859 17.976 19.1268 13.2222 18.2861 27.6744 15.6242 53.5238 25.5544 38.9576 24.5151 threshold=-31.499999999999996 3365.596557617188 5.9049999713897714 9.5000000000000018 10.500000000000002 14858.619628906252 1192.975524902344 -38.499999999999993 -37.499999999999993 17172.791015625004 -34.499999999999993 7.5000000000000009 72077.554687500015 -65.499999999999986 25386.748046875004 2215.613159179688 50.500000000000007 -3.4999999999999996 74.500000000000014 877.87664794921886 1235.1978759765627 65.500000000000014 45.500000000000007 -3.4999999999999996 2713.268676757813 2320.079467773438 269.47608947753912 418.29415893554693 478.39485168457037 3673.1176757812505 decision_type=2 2 2 2 2 2 2 2 2 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 14 11 7 -6 10 -5 15 -7 -1 12 13 -4 -3 -8 22 18 19 -18 21 -21 -2 24 -24 26 -25 -28 -29 -27 right_child=16 2 3 4 5 9 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23 23 25 -26 29 27 28 -30 -31 leaf_value=-0.00015909648237376063 -2.6836614101824227e-05 0.0082892592850989013 -0.031784420729181702 -0.048420131466869493 0.018615736550126615 -0.024488442494419581 -0.011031039430397136 -0.015406120630192427 -0.0021433668649881951 0.0021100380807710199 0.029564042334914151 0.017826893886724 0.013191116669302944 -0.0014098765117333428 0.022312109214757691 -0.03353086173656309 -0.00018600613178809108 0.00024564759702324951 0.0028909970274111534 -0.028562833026478562 -0.0036696441360523032 0.0025937694090553045 0.0046606918507239485 0.0002566019135724214 -0.0034237273073443471 0.0011055345195655803 -0.0090866430274909316 0.010981691830454925 -0.0033485122538264018 -0.0017030817412449445 leaf_weight=19.007234409451488 215019.00277566491 109.27215896802954 5.9733177348971358 10.354868188500406 17.165011771023273 10.827709689736368 19.816678382456303 8.7095491737127286 29.826555885374546 19.208084404468536 7.5678221657872191 27.370447985827923 31.554013594053686 36.271766889840364 27.487031489610672 12.969512127339838 1173.7001948058605 79395.13223653473 656.43614974617958 53.083786353468895 2359.2599105611444 26.628652915358543 1244.9979268163443 6638.0425647720695 549.18839587271214 6341.4751637727022 674.5150136128068 175.91735664010048 5798.9238914400339 5004.1379644870758 leaf_count=137 934836 768 69 66 133 80 112 48 161 132 49 211 967 379 164 85 5258 336174 2970 237 10958 117 5987 28294 2378 29314 3199 738 25044 22242 internal_value=-4.00877e-05 0.0029104 0.00539654 0.000731727 -0.00815887 0.00201088 -0.00556909 -0.0333377 -0.0114578 -0.00747854 0.00830521 0.00655499 0.00237449 -0.00570474 0.0111077 -0.0199315 -4.36578e-05 0.000132409 -0.00197356 -0.00285747 -0.00414306 -0.0181547 -0.000104667 -0.000737918 0.00218611 -0.000950894 -0.00164905 -0.00355147 -0.00292659 -0.000133244 internal_weight=325504 393.382 304.194 167.435 66.2652 47.2008 89.1878 19.0644 62.6127 30.0358 26.5751 101.17 73.7991 42.2451 136.759 32.7862 325110 83664.2 4269.11 3612.67 2438.97 79.7124 241446 26427.2 1794.19 24633 13287.4 6649.36 5974.84 11345.6 internal_count=1411307 3561 3017 2085 459 345 544 114 358 212 186 1626 1415 448 932 197 1407746 355714 19540 16570 11312 354 1052032 117196 8365 108831 57275 28981 25782 51556 is_linear=0 shrinkage=0.03 Tree=374 num_leaves=31 num_cat=0 split_feature=1 2 3 0 0 2 2 1 1 0 2 2 1 1 0 2 0 1 0 2 2 0 0 3 2 2 2 2 1 2 split_gain=3.59774 8.68777 8.54937 9.05951 17.347 7.8453 7.60216 5.70847 5.09162 5.07158 6.79771 5.02138 4.79316 4.77756 5.11168 4.6034 3.65112 20.8452 19.312 12.811 21.3279 38.531 13.4289 26.6873 30.2149 18.101 14.4188 21.628 14.9533 12.8611 threshold=-31.499999999999996 3365.596557617188 5.9049999713897714 9.5000000000000018 10.500000000000002 14858.619628906252 1148.2519531250002 -35.499999999999993 -38.499999999999993 7.5000000000000009 72077.554687500015 17172.791015625004 -65.499999999999986 -40.499999999999993 53.500000000000007 25386.748046875004 50.500000000000007 -3.4999999999999996 85.500000000000014 3754.1591796875005 5664.3623046875009 74.500000000000014 68.500000000000014 2.9229999780654912 1421.1920166015627 931.96960449218761 303.00918579101568 353.37509155273443 9.5000000000000018 1019.5778808593751 decision_type=2 2 2 2 2 2 2 2 2 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 15 9 8 -6 7 -1 -5 10 12 -7 -4 -8 -15 -3 -2 18 -18 22 21 -21 -19 24 25 26 -24 -28 -29 -27 right_child=16 2 3 4 5 11 13 -9 -10 -11 -12 -13 -14 14 -16 -17 17 19 -20 20 -22 -23 23 -25 -26 29 27 28 -30 -31 leaf_value=-0.00096975848105659097 -0.0001015309752382211 0.0080830081842987091 -0.030056102790617684 -0.045690978405850874 0.018287086388479895 -0.023374936241777926 -0.023802131563373328 0.029762427310363028 -0.014824936429995082 0.017498619332380744 0.012936473278360177 0.002049319994875569 -0.0013660937327226014 0.0029270176919317832 -0.0174802760793571 0.021885307779678696 -0.0022581718820625235 0.00021402007294806039 0.0098724839671240662 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internal_value=-3.88822e-05 0.00283138 0.00525508 0.000713942 -0.0078744 0.00195581 -0.00538661 0.00839698 -0.0317372 0.00639004 0.0023098 -0.00721627 -0.00550704 -0.0109385 -0.00569402 0.0108443 -4.2348e-05 0.000128436 -0.00191296 0.000238276 0.000735703 0.00241489 -5.3668e-05 -0.000956091 -0.00285593 -0.00140967 -0.00230193 -0.00322845 -0.00147376 0.00433361 internal_weight=325499 392.56 303.152 167.258 66.5553 47.1373 89.4076 25.6721 19.418 100.703 73.6506 30.1847 42.4355 63.7355 45.2763 135.894 325107 83667.8 4272.03 79395.8 29364.1 5526.37 50031.7 11445.8 4207.99 3179.03 2751.55 2327.84 1701.38 427.475 internal_count=1411307 3561 3017 2085 459 345 544 181 114 1626 1415 212 448 363 233 932 1407746 355714 19540 336174 121710 22612 214464 49029 17894 13452 11673 9843 7173 1779 is_linear=0 shrinkage=0.03 Tree=375 num_leaves=31 num_cat=0 split_feature=0 1 1 3 2 2 3 2 2 2 3 2 2 2 0 1 2 2 1 1 0 3 2 2 2 0 3 3 0 0 split_gain=4.4024 7.02372 4.07281 3.6679 36.7599 44.3061 29.6761 90.9493 43.647 41.8809 35.7825 78.6871 34.4644 31.2929 30.9972 26.115 22.1306 21.516 22.7718 18.4119 18.2188 46.7898 18.9188 18.1705 30.8975 51.1566 30.4428 60.4808 46.8419 35.5853 threshold=98.500000000000014 1.0000000180025095e-35 -49.499999999999993 5.9049999713897714 14212.430175781252 10727.411621093752 7.0125000476837167 16278.651855468752 42648.800781250007 68839.980468750015 6.4175000190734872 15542.858398437502 14858.619628906252 79088.097656250015 86.500000000000014 -3.4999999999999996 8136.8720703125009 9536.4326171875018 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 28.166500091552738 13381.118652343752 14858.619628906252 12538.349609375002 19.500000000000004 2.1755000352859502 1.5979999899864199 65.500000000000014 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=2 -2 -1 23 5 16 7 10 -9 -10 19 -12 -8 -11 -13 -7 -5 18 -18 -6 -17 22 -22 24 -4 -26 27 29 -29 -27 right_child=1 -3 3 4 6 15 12 8 9 13 11 14 -14 -15 -16 20 17 -19 -20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.0075047050223505073 0.011674255558124983 -0.020317600462042396 9.0297319452692739e-05 -0.00079094617876616469 0.00748812892061542 0.0057485860434469084 -0.00744057304715028 -0.0079325056349408285 0.0074199485061645434 -0.01318824139338037 -0.0016544533291952108 0.020055176228250891 0.00022413729507616414 0.00021838930288351307 -0.011165205191948661 -0.015250283877721772 0.0070106672209324043 -0.00094198406725224954 -0.014392910733610825 0.019087758730082196 -0.0061473462950601574 0.01621740189358141 -0.0013334295488094023 -0.00057240975542253915 0.0088627027895201542 -0.0045683652316742956 -0.0031498539401693375 0.0091662520928759254 -0.014590268112410361 0.0034962611524268659 leaf_weight=64.937465699855238 8.572734400629999 22.094860880635679 214882.19097541354 22944.658612350002 189.70020087063313 235.01171482540667 536.06972325220704 555.9447820559144 715.11608892679214 179.81118315458298 553.87533438950777 290.88329326361418 35008.162675865926 1218.7423989772797 31.744782224297523 138.19449791312218 862.19085903093219 758.79649803973734 47.185327291488647 351.08036108314991 2481.9865353554487 98.729892358183861 1043.7265882641077 37001.820246689022 914.72493715584278 1035.6297631412745 1141.6835785806179 1185.1158192157745 79.723427981138229 938.83570215851068 leaf_count=1192 35 342 915707 104473 880 1228 2311 2308 2952 738 2351 1337 171473 5058 129 1728 3857 3395 198 1433 10414 519 4350 151380 3855 4218 4647 4827 322 3911 internal_value=-8.73989e-06 -0.0113747 -7.66898e-06 -9.16807e-06 -0.000204692 -0.00102417 0.000386907 0.0028079 -0.000452928 0.00151438 0.00895004 0.00520582 0.00010854 -0.00150529 0.0169833 -0.00395351 -0.000548387 0.00278786 0.00590009 0.0150187 -0.0045595 -0.00415187 -0.00472227 4.27135e-05 0.000146088 0.00240987 0.00106255 0.0025472 0.00766887 -0.000733728 internal_weight=325517 30.6676 325486 325421 68241.6 28610.5 39631.1 4086.9 2669.61 2113.67 1417.28 876.503 35544.2 1398.55 322.628 3997.65 24612.8 1668.17 909.376 540.781 3762.64 3624.44 3525.71 257180 220178 5295.71 4380.99 3239.3 1264.84 1974.47 internal_count=1411568 377 1411191 1409999 321132 130162 190970 17186 11056 8748 6130 3817 173784 5796 1466 18239 111923 7450 4055 2313 17011 15283 14764 1088867 937487 21780 17925 13278 5149 8129 is_linear=0 shrinkage=0.03 Tree=376 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 0 0 2 0 3 0 1 0 0 2 2 0 1 0 2 2 3 1 0 1 0 1 0 1 0 split_gain=4.1939 6.71531 3.85588 3.65621 21.1013 17.8407 14.8203 14.1519 37.746 29.0557 61.5327 26.7373 25.8689 20.9477 28.8156 25.5742 21.7639 20.0417 16.6215 16.3918 17.7765 15.152 19.7788 19.5365 19.3583 14.9626 14.4686 13.6106 16.7077 12.8905 threshold=98.500000000000014 1.0000000180025095e-35 -49.499999999999993 288.74774169921881 317.97758483886724 73.500000000000014 80.500000000000014 249.38574218750003 74.500000000000014 1.5979999899864199 51.500000000000007 4.5000000000000009 49.500000000000007 58.500000000000007 199.88579559326175 234.37448883056643 67.500000000000014 1.0000000180025095e-35 39.500000000000007 277.04620361328131 282.77769470214849 2.7749999761581425 1.5000000000000002 32.500000000000007 2.5000000000000004 53.500000000000007 -3.4999999999999996 68.500000000000014 -2.4999999999999996 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=2 -2 -1 6 5 27 7 13 9 10 12 19 -9 15 17 -4 -16 -15 26 25 -21 22 23 -11 -23 -12 -17 28 -5 -28 right_child=1 -3 3 4 -6 -7 -8 8 -10 21 11 -13 -14 14 16 18 -18 -19 -20 20 -22 24 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.0073241512910541401 0.011340883780409792 -0.020026721080309492 -7.5294658407374187e-06 -0.0037234932254266101 -3.4292586462237417e-06 0.016106826747159433 -0.012327041832226613 -0.0017828838834684569 0.030072071140794153 -0.012472329353708986 -0.018989481223028303 0.026644388482552021 -0.019563699610915166 0.0045847775532427805 -0.0051056751606321496 -0.0094477056482022547 0.0059149895448500443 -0.0021557037790928481 0.0065088524914496768 0.018544334657929352 -0.0042394141560194087 0.00056293860441738596 -0.0080584122895982543 -0.0020808003281031079 0.024753415913130662 0.0046936828603827635 0.0029053124691358931 -0.0054345700708584846 0.0027757583829311999 -0.0060612239717154947 leaf_weight=64.548134251497686 8.5601845532655734 21.748584326356649 28270.079216234386 391.9916233420372 279118.89115800627 79.860585197806358 91.56789930164814 1068.1374309286475 33.916437149047852 170.85257014632225 25.169871270656586 62.715471267700195 79.093510612845421 747.96836012601852 2093.0040096640587 103.52470150589943 174.73761023581028 846.0895754173398 853.32513855397701 149.87947429716587 38.798713684082031 439.95499047636986 705.21839511394501 3466.8660024404526 31.933847844600677 520.47107742726803 1594.7626311928034 222.34408965706825 3875.6351822242141 158.65494599938393 leaf_count=1192 35 342 121015 1708 1212281 338 426 4692 141 703 105 294 344 3100 9034 452 743 3826 3563 622 160 1935 3355 14243 146 2138 6680 939 16365 651 internal_value=-8.47379e-06 -0.0111675 -7.43466e-06 -8.88892e-06 2.9677e-05 0.00205176 -0.000271088 -0.000244574 -0.0014972 -0.00165561 0.00143971 0.00784271 -0.00300875 -3.55858e-07 -0.00208382 0.000259354 -0.00425649 0.00100708 0.00304315 0.00623693 0.0138592 -0.00290552 -0.00346027 -0.00256886 0.00219997 0.0036012 0.00145054 0.00180177 0.00217879 0.00209399 internal_weight=325510 30.3088 325480 325415 283689 4569.83 41726.7 41635.2 6793.01 6759.09 1944.27 797.035 1147.23 34842.1 3861.8 30980.3 2267.74 1594.06 2710.27 734.319 188.678 4814.83 4342.94 3637.72 471.889 545.641 1856.94 4489.97 4267.63 1753.42 internal_count=1411568 377 1411191 1409999 1231631 19350 178368 177942 28878 28737 8355 3319 5036 149064 16703 132361 9777 6926 11346 3025 782 20382 18301 14946 2081 2243 7783 19012 18073 7331 is_linear=0 shrinkage=0.03 Tree=377 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 1 0 0 2 0 1 1 3 0 0 3 2 2 1 2 2 2 0 2 2 2 1 2 1 split_gain=3.99466 6.41981 3.65 3.53458 20.4244 32.3464 21.3663 17.8757 26.5423 25.9415 20.9897 17.1964 17.913 15.7479 17.7344 16.6233 15.7306 33.3414 18.8684 17.3761 81.5319 29.0185 24.5964 33.5966 21.496 16.3296 22.3259 22.2489 28.6435 20.7 threshold=98.500000000000014 1.0000000180025095e-35 -49.499999999999993 79088.097656250015 1.5000000000000002 94341.222656250015 1.0000000180025095e-35 20.500000000000004 5.5000000000000009 99998.222656250015 2.5000000000000004 3.5000000000000004 1.5000000000000002 1.532000005245209 44.500000000000007 47.500000000000007 40.666500091552741 45803.917968750007 3365.596557617188 1.0000000180025095e-35 47761.341796875007 61805.615234375007 56351.945312500007 1.5000000000000002 68839.980468750015 6336.3120117187509 8136.8720703125009 1.0000000180025095e-35 10470.297851562502 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 -1 16 5 -5 -7 8 9 -6 -11 12 -12 14 -9 -16 -4 18 -18 20 -19 -22 23 -21 -24 29 -27 -28 -29 -20 right_child=1 -3 3 4 7 6 -8 13 -10 10 11 -13 -14 -15 15 -17 17 19 25 22 21 -23 24 -25 -26 26 27 28 -30 -31 leaf_value=0.0071469583174201996 0.011017271019214701 -0.019736951088234332 3.5428830679361065e-05 -0.024801469727483899 -0.0037024327728590266 0.015826860459383692 -0.0021873010155174545 -0.015836589574313321 -0.0021002739764146012 0.0032493615208830438 0.00012922327655197179 0.021454626937615622 -0.0074825152151312378 0.001438313030079292 0.015100679987999396 -0.0045336704170728971 -0.015771327452177263 -0.057482030185961902 0.00045616174086929832 0.02208067180206277 0.01586860829784743 -0.011204212613413133 0.010350904688478716 -0.022464132659442474 -0.015987540869362171 -0.0098155471221856808 0.0065884172710086253 0.016813230465623299 -0.0055299473989344622 0.018312838963926683 leaf_weight=64.169826051685959 8.5474703162908572 21.410999557934701 301239.68120948935 25.795259241014719 1220.0854622125626 193.54951458610594 85.405265942215919 99.438902631402016 8783.9226706922054 2460.0965503118932 3702.0545156151056 32.539193823933601 300.86917199194431 5085.8327161334455 47.520845487713814 211.68043775111437 67.770285651087761 20.712191969156265 149.07093342579901 16.469684306532145 97.074037257581949 56.298183450475335 60.081862889230251 203.85310369729996 52.046604201197624 213.56531354412436 371.62135530076921 58.153767302632332 460.96668571978807 96.087131857872009 leaf_count=1192 35 342 1288482 297 5583 11133 434 427 35782 13300 16164 131 1206 21823 203 901 390 254 1557 230 671 585 299 1118 301 1119 3503 269 3437 400 internal_value=-8.22279e-06 -0.0109624 -7.21451e-06 -8.62528e-06 -0.000373596 0.0073395 0.0103116 -0.000480713 -0.000972567 0.000311278 0.00106519 -0.000266326 -0.000442893 0.00100986 -0.00506598 -0.000933993 1.81595e-05 -0.00268601 -0.00032488 -0.00929222 -0.00161373 0.00593102 -0.013313 -0.0191343 -0.0018746 0.000450842 -0.00110407 0.000984604 -0.00302698 0.0074549 internal_weight=325506 29.9585 325476 325412 22248.8 304.75 278.955 21944 16499.6 7715.64 6495.56 4035.46 4002.92 5444.47 358.64 259.201 303163 1923.77 1417.24 506.536 174.084 153.372 332.451 220.323 112.128 1349.47 1104.31 890.742 519.12 245.158 internal_count=1411568 377 1411191 1409999 107384 11864 11567 95520 72166 36384 30801 17501 17370 23354 1531 1104 1302615 14133 10675 3458 1510 1256 1948 1348 600 10285 8328 7209 3706 1957 is_linear=0 shrinkage=0.03 Tree=378 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 0 2 0 3 0 1 0 0 2 2 0 1 0 2 2 3 1 0 1 0 1 0 1 0 0 split_gain=3.80431 6.13666 3.50579 19.8066 16.775 13.9904 13.3001 35.5044 27.3249 57.8541 24.7574 24.462 19.7243 27.1325 24.0546 20.4896 18.8697 15.6408 15.3978 16.6998 14.3033 18.7385 18.2655 18.0265 14.0871 13.588 12.8119 15.6581 12.1281 11.9795 threshold=98.500000000000014 1.0000000180025095e-35 288.74774169921881 317.97758483886724 73.500000000000014 80.500000000000014 249.38574218750003 74.500000000000014 1.5979999899864199 51.500000000000007 4.5000000000000009 49.500000000000007 58.500000000000007 199.88579559326175 234.37448883056643 67.500000000000014 1.0000000180025095e-35 39.500000000000007 277.04620361328131 282.77769470214849 2.7749999761581425 1.5000000000000002 32.500000000000007 2.5000000000000004 53.500000000000007 -3.4999999999999996 68.500000000000014 -2.4999999999999996 37.500000000000007 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=2 -2 5 4 26 6 12 8 9 11 18 -8 14 16 -1 -15 -14 25 24 -20 21 22 -10 -22 -11 -16 27 29 -27 -4 right_child=1 -3 3 -5 -6 -7 7 -9 20 10 -12 -13 13 15 17 -17 -18 -19 19 -21 23 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-8.2249344221635379e-06 0.010703080582519701 -0.019448298079830503 -0.0062220975996328098 -1.3127653022926752e-06 0.015615184087128595 -0.011995023691785459 -0.0017308505714809252 0.029160802766300786 -0.012064420840092595 -0.018437810188741945 0.025601139394446873 -0.01905279677391368 0.0044490686472565275 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342 1362 1213469 338 426 4692 141 704 105 294 344 3100 9034 452 743 3826 3563 622 160 1936 3355 14243 146 2138 6680 939 16365 651 347 internal_value=-7.97471e-06 -0.0107596 -6.99634e-06 3.07601e-05 0.00198958 -0.000263762 -0.000238037 -0.00145255 -0.00160624 0.00139516 0.00759941 -0.00292101 -1.29649e-06 -0.00202376 0.000250634 -0.0041328 0.000976447 0.00295011 0.00604781 0.0134317 -0.00281879 -0.00335822 -0.00249165 0.00213948 0.00349235 0.00140555 0.00174718 0.00211275 0.00202976 -0.00359729 internal_weight=325493 29.6166 325463 283740 4570.98 41722.9 41631.6 6791.31 6757.38 1944.41 797.727 1146.69 34840.3 3859.2 30981.1 2266.17 1593.03 2710.89 734.425 188.825 4812.97 4340.72 3637.62 472.245 545.6 1857.5 4491.08 4268.89 1753.71 392.481 internal_count=1411568 377 1411191 1232820 19351 178371 177945 28880 28739 8355 3319 5036 149065 16703 132362 9777 6926 11346 3025 782 20384 18302 14947 2082 2243 7783 19013 18074 7331 1709 is_linear=0 shrinkage=0.03 Tree=379 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 0 2 2 0 3 2 2 2 0 1 2 2 2 2 0 0 0 2 2 2 2 0 2 split_gain=3.67403 17.3484 14.2511 20.6095 19.5878 11.0048 46.0752 16.8976 35.1831 16.4503 53.0599 35.9695 21.0862 39.53 18.0434 19.4613 17.7423 19.368 18.5735 15.2745 15.24 25.5804 24.0283 15.212 29.9865 35.8114 20.1297 18.6846 14.7235 37.2999 threshold=80.500000000000014 84498.644531250015 277.04620361328131 539.92453002929699 432.48675537109381 1808.673522949219 3645.8532714843755 86.500000000000014 1235.1978759765627 9293.0400390625018 85.500000000000014 6.4175000190734872 42648.800781250007 35406.285156250007 39331.130859375007 81.500000000000014 1.0000000180025095e-35 8492.8930664062518 4063.8671875000005 1608.1567382812502 1383.2932128906252 88.500000000000014 89.500000000000014 82.500000000000014 28988.621093750004 19759.034179687504 26225.782226562504 10470.297851562502 91.500000000000014 50250.322265625007 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 19 -9 11 12 -8 13 23 -15 -16 17 -13 -18 -5 22 -22 -10 24 25 -11 27 -25 29 -12 right_child=1 -3 3 5 -6 6 9 8 20 10 28 16 -14 14 15 -17 18 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29 -30 -31 leaf_value=1.1530246684592974e-05 -0.014012156321954532 0.0019639940522176279 0.0012073175274083768 -0.0043567855551168962 0.019279311390179014 0.0063971131000906626 -0.0076641711810219188 0.0058207045950876522 -0.029639397075609506 0.0094374154020160483 -0.0042396068711406656 -0.006698007084049119 -0.002034507896247087 0.030971939683536034 -0.017340164529208262 0.01962003733397254 0.014352148815728877 0.02780474234937132 0.00052991738061404481 -0.030358699746654488 0.030886542055222468 -0.005447344382838437 -0.0034198057601729013 -0.0065684853370804709 0.031369996927955168 -0.013466510848473702 -0.011518201085626867 0.0053720037451040195 -0.0069464833935839933 0.0064965347294634159 leaf_weight=314012.54316292878 76.065647810697556 2052.9857784705237 146.7957421541214 1603.085478797555 85.368245586752892 757.03260219842196 975.10518205165863 474.71282985806465 56.827548399567604 345.38724797964096 1328.1657430827618 238.1856482475996 498.85741065442562 71.336961448192596 18.089192867279053 44.031514868140221 139.80901299417019 15.601814299821852 233.82635495066643 20.594052001833916 19.460695758461952 167.88530241698027 70.459183111786842 150.11445860564709 44.089476987719536 74.732654139399529 100.91419188678265 550.38358384370804 743.37527526542544 373.0433316975832 leaf_count=1362010 360 9384 632 6964 376 3236 4080 2076 257 1401 5464 999 2108 300 75 183 667 66 1052 88 84 731 310 614 182 304 412 2239 3295 1619 internal_value=-7.73845e-06 -0.000534964 -0.00107939 -0.000974148 0.00785251 -0.00119897 -0.000573495 -0.00293619 0.000664369 -0.00146112 -0.000502464 -0.00405888 0.00326106 0.00514926 0.0206783 0.00885744 0.00154426 -0.00457692 0.005702 -0.00468658 -0.00711543 -0.00167314 -0.0151256 0.00351175 0.00783324 0.00536317 0.00100858 0.0028132 -0.00342441 -0.00188537 internal_weight=325489 11476.3 9423.34 9347.27 232.164 9115.11 6702.08 2413.03 789.346 5945.05 4342.52 1602.53 1897.94 1399.08 133.458 62.1207 627.423 253.787 373.635 1623.68 314.633 187.346 127.287 1265.62 464.209 420.12 801.412 700.498 2444.58 1701.21 internal_count=1411568 49558 40174 39814 1008 38806 28296 10510 3458 25060 18196 6864 7818 5710 558 258 2784 1065 1719 7052 1382 815 567 5152 1887 1705 3265 2853 10378 7083 is_linear=0 shrinkage=0.03 Tree=380 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 1 0 0 0 0 0 1 2 3 2 2 1 0 0 3 3 0 2 2 2 0 2 2 1 1 split_gain=4.2879 19.818 36.9844 35.0348 39.1721 25.6987 20.4209 37.4615 35.6387 20.3412 18.5342 17.173 16.3212 17.1044 46.6339 22.3757 15.899 18.957 16.3502 15.3638 18.8879 28.4115 32.1622 27.5454 23.8605 18.6636 23.6695 28.5329 18.3844 17.0646 threshold=3645.8532714843755 3141.066528320313 1.2994999885559084 1.469500005245209 3501.286010742188 1.0000000180025095e-35 63.500000000000007 67.500000000000014 60.500000000000007 70.500000000000014 22.500000000000004 2.5000000000000004 3432.9526367187505 1.3535000085830691 3197.024536132813 3252.167602539063 -1.4999999999999998 28.500000000000004 31.500000000000004 40.666500091552741 12.393000125885012 10.500000000000002 782.01553344726574 1148.2519531250002 3081.7368164062505 8.5000000000000018 1850.3489990234377 1608.1567382812502 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 19 -3 4 5 -4 8 -8 10 -9 11 -5 13 15 -15 -7 -12 -18 -19 20 21 22 -1 -24 29 -25 27 -27 -21 -22 right_child=-2 2 3 6 -6 12 7 9 -10 -11 16 -13 -14 14 -16 -17 17 18 -20 28 24 -23 23 25 -26 26 -28 -29 -30 -31 leaf_value=0.0052059703783851538 -0.00014517903258777081 -0.0061099617856057485 0.0019264579959231592 -0.00087868367920161216 -0.0094189885281082044 0.020618023613791829 0.012687185799649893 -0.010688835186692551 -0.0061533164537606738 0.0035218922857015969 0.005961238311021121 -0.014102152881492174 0.020868097031051466 -0.0082897914195282328 0.010340093472720758 -0.0056801666049100643 0.0098830509364515838 -0.0093624827583538208 0.0011219241055789714 0.015625974236434831 0.0049305468627610562 1.7912949989542551e-05 -0.015921073653985641 9.6638345064685205e-05 -0.025588967632905985 -0.0046371665005273364 -0.011284658341766068 0.0064063882605441842 -0.02301083244305574 0.00018659261860801477 leaf_weight=427.05200143158436 170574.90548863786 550.7818787842989 573.07915018498898 1355.3520932607353 141.85544238984585 171.86232298612595 356.98901396989822 123.04949636757374 676.32417248189449 344.33713979274035 813.95970515906811 94.55516117811203 108.21545761823654 153.57704809308052 568.81327272951603 35.058261394500732 213.05737094581127 140.75518909096718 2736.0742086470127 14.172462988644837 1467.3971684128046 138955.4500483647 153.97128155082464 1178.3286079764366 27.052270352840424 1540.8957396373153 390.20317263901234 243.88274009525776 50.859254524111748 1275.7135721594095 leaf_count=1984 751483 2293 2469 5939 581 689 1455 507 2754 1457 3801 440 434 616 2280 141 876 575 11029 114 7654 590157 686 5289 126 6886 1741 1087 265 5502 internal_value=-4.14166e-05 7.28587e-05 0.00142656 0.00190885 0.00569423 0.00702534 0.000941048 0.0053697 0.000335604 -0.000219385 0.00115533 -0.00174105 0.00984171 0.00855772 0.00637946 0.0161624 0.00223106 0.00124843 0.000608952 -1.22112e-05 -5.70244e-06 -5.32682e-05 -0.00256729 -0.00351378 0.00244782 -0.00294408 -0.00459144 -0.00312811 -0.0145907 0.00272432 internal_weight=325458 154883 9157.7 8606.91 1752.46 1610.61 6854.45 824.376 6030.08 467.387 5353.75 1449.91 1037.53 929.311 722.39 206.921 3903.85 3089.89 2876.83 145725 145660 142890 3934.33 3507.28 2770.16 3353.31 2174.98 1784.78 65.0317 2743.11 internal_count=1411310 659827 38336 36043 7210 6629 28833 3419 25414 1964 22660 6379 4160 3726 2896 830 16281 12480 11604 621491 621112 607830 17673 15689 13282 15003 9714 7973 379 13156 is_linear=0 shrinkage=0.03 Tree=381 num_leaves=31 num_cat=0 split_feature=1 1 0 2 0 2 0 0 2 2 2 0 0 2 0 2 2 2 2 0 1 1 2 2 0 1 2 0 2 3 split_gain=4.15525 9.18992 12.2939 23.6654 32.8922 16.7276 14.1302 12.6564 15.714 15.6397 11.8724 10.9646 10.9316 10.1436 8.7869 18.5865 19.5913 18.0042 20.9022 15.6345 10.347 9.72931 12.959 8.80017 8.27056 10.3044 9.0692 11.6125 19.3566 11.5293 threshold=18.500000000000004 12.500000000000002 22.500000000000004 12255.386718750002 45.500000000000007 6054.8757324218759 20.500000000000004 56.500000000000007 1499.682556152344 308.83364868164068 4232.3850097656259 76.500000000000014 59.500000000000007 636.32186889648449 73.500000000000014 94341.222656250015 2320.079467773438 35406.285156250007 606.20260620117199 49.500000000000007 56.500000000000007 58.500000000000007 4406.9799804687509 19759.034179687504 25.500000000000004 24.500000000000004 12255.386718750002 26.500000000000004 4881.8349609375009 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 -1 5 7 -5 6 13 9 12 -4 -10 -12 -9 -3 15 16 19 18 -16 -2 24 -22 -23 -24 -18 26 27 28 -26 -28 right_child=14 2 3 4 -6 -7 -8 8 10 -11 11 -13 -14 -15 17 -17 20 -19 -20 -21 21 22 23 -25 25 -27 29 -29 -30 -31 leaf_value=-3.7397267492861433e-05 -0.0069081770215012024 0.012326910200185635 -0.0072667737485102657 -0.017261772772155928 0.0001630231099718374 0.0063957668478887503 0.014544157841518458 -0.01594203850939659 -0.015358046465808886 0.0022715070918797797 0.006231900848796817 -0.017557664642324288 0.0078927660498267008 -0.021480403344255109 0.024162530721073102 -0.034983205959681359 0.010069351044036006 0.0052414516324054122 -0.0089997147362236834 0.0045433003009009649 -0.022431323271761741 0.016919416984361321 -0.014988036425698698 0.012873367822769547 -0.034740793288846189 0.0048860968831169914 0.0077522559385374175 0.0035994181813276257 0.011850977506067647 -0.011287693499365401 leaf_weight=320369.90805409756 343.63553188741207 9.4751031398773176 190.07595634460449 219.4466260522604 175.45057691633701 284.00243476033211 17.354106023907661 21.532418578863144 155.24860610067844 831.6275484636426 55.816895708441734 25.358443826436996 88.485241517424583 50.875982120633125 18.193181470036507 12.308113098144529 173.95528383553028 166.93741633417085 286.23746946826577 156.0173364430666 24.271398663520813 25.617322698235512 45.080531120300293 13.187750428915022 18.906362503767014 1114.0604198724031 38.511772692203522 395.04795694351196 13.943846911191939 111.47156298160553 leaf_count=1387299 1925 48 1347 1029 724 1161 86 153 737 4098 227 108 491 268 82 54 731 907 1294 767 98 104 185 56 100 4671 170 1847 56 487 internal_value=-4.0174e-05 -5.04393e-05 -0.00201691 -0.00305053 -0.00952004 0.00302116 -0.0093126 -0.00118319 -0.00613836 0.000497022 -0.0104968 -0.00119974 0.00322787 -0.0161727 0.00107922 0.00179128 0.00197425 -0.00267618 -0.00701789 -0.00333244 0.00331743 -0.00570381 -0.000863887 -0.00868222 0.00384035 0.00319992 -5.07625e-05 0.00217428 -0.0149641 -0.00639874 internal_weight=325452 322495 2124.75 1763.04 394.897 361.708 77.7052 1368.15 346.442 1021.7 236.424 81.1753 110.018 60.3511 2957.38 2486.02 2473.71 471.368 304.431 499.653 1974.05 108.157 83.8856 58.2683 1865.9 1691.94 577.882 427.898 32.8502 149.983 internal_count=1411310 1397776 10477 8914 1753 1563 402 7161 1716 5445 1072 335 644 316 13534 11251 11197 2283 1376 2692 8505 443 345 241 8062 7331 2660 2003 156 657 is_linear=0 shrinkage=0.03 Tree=382 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 1 0 0 0 0 0 1 2 3 2 2 0 1 0 0 2 3 3 0 2 2 2 2 2 0 split_gain=4.05222 18.6303 34.8322 32.9358 36.8582 24.159 19.2219 35.255 33.4874 19.1435 17.4331 16.2369 15.3812 16.14 39.3707 16.3885 17.3098 15.0222 17.8243 15.3969 14.7362 14.611 17.7896 26.7417 30.3846 25.5216 30.7409 25.9339 22.4102 17.5595 threshold=3645.8532714843755 3141.066528320313 1.2994999885559084 1.469500005245209 3501.286010742188 1.0000000180025095e-35 63.500000000000007 67.500000000000014 60.500000000000007 70.500000000000014 22.500000000000004 2.5000000000000004 3432.9526367187505 1.4100000262260439 3309.9538574218755 3365.596557617188 57.500000000000007 -1.4999999999999998 28.500000000000004 31.500000000000004 3197.024536132813 40.666500091552741 12.393000125885012 10.500000000000002 342.58499145507818 418.29415893554693 782.01553344726574 1148.2519531250002 3081.7368164062505 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 21 -3 4 5 -4 8 -8 10 -9 11 -5 13 15 -15 -7 -17 -12 -19 -20 -10 22 23 24 -1 -26 -27 -28 -24 -29 right_child=-2 2 3 6 -6 12 7 9 20 -11 17 -13 -14 14 -16 16 -18 18 19 -21 -22 -23 28 -25 25 26 27 29 -30 -31 leaf_value=0.023516550391861325 -0.00013984298539077659 -0.0059291716784751662 0.0018706010953735532 -0.00085116177060175224 -0.0091308502422282455 0.013006101320199394 0.012314094774957316 -0.010370832930048739 0.011028564019850298 0.0034185403013674413 0.0057959541751372405 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2175.05541677773 leaf_count=204 751483 2293 2469 5939 581 2126 1455 507 175 1457 3801 440 434 844 494 134 128 876 575 11029 2579 379 13156 590157 126 1654 686 5289 126 9714 internal_value=-3.89736e-05 7.21216e-05 0.00138486 0.00185305 0.00552363 0.00681561 0.000914455 0.00521181 0.000326928 -0.000209212 0.00112187 -0.00168753 0.00954645 0.00829998 0.00301638 0.011259 -0.00291596 0.00216547 0.00121107 0.000590774 -0.0059628 -1.03506e-05 -4.03564e-06 -5.0172e-05 -0.00248925 -0.00275653 -0.00255116 -0.00340724 0.00237851 -0.00285458 internal_weight=325447 154873 9154.72 8603.96 1752.07 1610.12 6851.89 824.107 6027.78 467.372 5351.43 1449.46 1037.29 929.119 333.543 595.576 65.3524 3901.97 3089.73 2876.55 676.352 145719 145654 142887 3934.18 3894.16 3866.51 3507.29 2766.91 3353.38 internal_count=1411310 659827 38336 36043 7210 6629 28833 3419 25414 1964 22660 6379 4160 3726 1338 2388 262 16281 12480 11604 2754 621491 621112 607830 17673 17469 17343 15689 13282 15003 is_linear=0 shrinkage=0.03 Tree=383 num_leaves=31 num_cat=0 split_feature=1 1 0 2 0 2 0 2 2 0 2 2 2 2 2 0 0 0 2 2 2 2 0 1 1 2 0 2 0 0 split_gain=3.88893 8.65469 11.609 22.3556 31.2776 15.9459 18.3204 14.7495 13.3658 11.9343 14.8765 14.7645 11.5086 10.9117 10.7542 10.3449 8.9554 8.25208 17.5986 18.4291 16.9665 19.6062 14.7514 9.7243 9.15076 12.2009 8.26895 8.26805 8.01554 7.80863 threshold=18.500000000000004 12.500000000000002 22.500000000000004 12255.386718750002 44.500000000000007 8654.3632812500018 21.500000000000004 12812.083496093752 26225.782226562504 56.500000000000007 1317.2869262695315 308.83364868164068 317.97758483886724 4232.3850097656259 84498.644531250015 76.500000000000014 18.500000000000004 73.500000000000014 94341.222656250015 2320.079467773438 35406.285156250007 606.20260620117199 49.500000000000007 56.500000000000007 58.500000000000007 4406.9799804687509 28.500000000000004 19759.034179687504 90.500000000000014 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 -1 5 9 -5 6 -3 -7 16 11 12 -4 -11 -12 -10 -15 -9 18 19 22 21 -19 26 29 -25 -26 -2 -27 -23 -21 right_child=17 2 3 4 -6 7 -8 8 14 10 13 -13 -14 15 -16 -17 -18 20 -20 23 -22 28 -24 24 25 27 -28 -29 -30 -31 leaf_value=-3.5083858983549644e-05 -0.022331368647277163 -0.010765651463366593 -0.0070830993553153985 -0.016952769086195293 3.9240232026408039e-05 0.018763620411005707 0.019804792160381522 0.0010645741847498365 0.012392208573163104 -0.0057273241948523198 -0.014689619024445402 0.0022016111887562177 0.014098056510629559 0.00604490942522346 -0.0067119668222364948 -0.017088378686850265 -0.030318186859931699 0.02326900629522682 -0.034177186703573025 0.009776864298279779 0.0050914248251258511 -0.0069114863678820413 0.0044013284015207944 -0.02173815740672563 0.016442910174360247 -0.014501315234239668 -0.0053312465212346019 0.01252784085805491 -0.022524679074479147 0.0031002355195855606 leaf_weight=320367.52213421278 28.04717218875885 105.30397975444794 189.18363533914089 215.44208464026451 178.08746360242367 72.992559090256691 21.19404062628746 16.392196610569954 91.622022822499275 57.334911927580833 158.45491996407509 832.2203069254756 48.766976088285446 55.855367451906204 37.321864008903503 25.268363833427429 16.34232971072197 18.322572186589241 12.220259666442869 173.85861240327358 166.83980642724782 252.17492488026619 156.19557189196348 24.302501186728477 25.577304273843765 45.181173697113991 314.49570007622242 13.149924322962759 33.527761701494455 1691.3669995740056 leaf_count=1387299 157 508 1347 1016 737 299 94 67 378 373 758 4098 250 227 151 108 66 82 54 731 907 1095 767 98 104 185 1768 56 199 7331 internal_value=-3.78042e-05 -4.77317e-05 -0.00195742 -0.00296248 -0.00926322 0.002942 -0.00564374 0.0075701 0.00251658 -0.00114875 -0.00596693 0.000481904 0.0033849 -0.0101086 0.00686264 -0.00116063 -0.0146029 0.00104552 0.00173567 0.00191319 -0.00259587 -0.00681443 -0.00323921 0.00321533 -0.00552784 -0.000832824 -0.0067232 -0.00840797 -0.00874372 0.00372257 internal_weight=325445 322489 2121.78 1760.61 393.53 361.169 126.498 234.671 161.678 1367.08 345.681 1021.4 106.102 239.579 128.944 81.1237 32.7345 2955.26 2484.4 2472.17 470.865 304.025 498.738 1973.44 108.211 83.9084 342.543 58.3311 285.703 1865.23 internal_count=1411310 1397776 10477 8914 1753 1563 602 961 662 7161 1716 5445 623 1093 529 335 133 13534 11251 11197 2283 1376 2692 8505 443 345 1925 241 1294 8062 is_linear=0 shrinkage=0.03 Tree=384 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 1 0 0 0 0 0 1 1 2 3 2 2 0 0 2 1 0 2 0 0 0 2 1 2 3 split_gain=3.83555 17.5254 32.8042 30.9795 34.679 22.7265 18.0943 33.1829 31.4635 18.0151 16.4049 15.3644 14.7332 14.5016 15.5719 43.2777 20.8446 14.0166 13.9052 14.8148 21.8893 20.1365 22.5548 14.3601 17.9595 15.6411 17.9376 14.5065 13.8717 13.7925 threshold=3645.8532714843755 3141.066528320313 1.2994999885559084 1.469500005245209 3501.286010742188 1.0000000180025095e-35 63.500000000000007 67.500000000000014 60.500000000000007 70.500000000000014 22.500000000000004 2.5000000000000004 40.500000000000007 3432.9526367187505 1.3535000085830691 3197.024536132813 3252.167602539063 56.500000000000007 16.500000000000004 3252.167602539063 -2.4999999999999996 3.5000000000000004 3501.286010742188 8.5000000000000018 11.500000000000002 7.5000000000000009 3501.286010742188 -1.4999999999999998 3197.024536132813 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 29 -3 4 5 -4 8 -8 10 -9 11 18 -12 14 16 -16 17 -7 19 20 -5 22 -21 25 -25 -23 -27 -26 -10 -1 right_child=-2 2 3 6 -6 13 7 9 28 -11 12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 23 -24 24 27 26 -28 -29 -30 -31 leaf_value=-2.4391917694747285e-06 -0.00013480901310081788 -0.0057532021258558021 0.0018163071800700275 -0.021574413655096152 -0.0088500070446311356 0.01008001912545249 0.01195310262684551 -0.010062087658441049 0.010710393472958322 0.0033181866672931958 0.002206639669952663 -0.013395027473626194 -0.030454889669485345 0.019661866579883579 -0.0081588100209669893 0.0097902753883879669 -0.0057722864312806342 0.027320051476603744 -0.0063370333214632793 -0.0033826803805391613 0.010336001691315017 -0.0028151830681331178 0.061447213428173976 0.014771347654431936 0.017795083615100751 -0.0022427720761780305 -0.03222465706174734 -0.004355848864850311 -0.0068972863057026289 -0.0139143226350565 leaf_weight=145651.29334430397 170573.01162331714 550.73114866018295 572.59356288611889 21.263197720050812 142.04141369462013 76.740917563438416 356.46241955459118 122.86183473467827 43.002810031175613 344.48649014532566 3887.6725296899676 93.548380672931671 12.469745531678198 108.10122233629227 153.54640206694603 568.60282093286514 35.048676058650017 94.967289969325066 315.86570560187101 9.6196107938885689 214.66644413769245 401.38788498193026 9.7000421993434429 86.669763475656509 30.852923557162285 34.176213592290878 37.848254784941673 193.42332331836224 633.3595499843359 64.165990103036165 leaf_count=621112 751483 2293 2469 101 581 308 1455 507 175 1457 16231 440 50 434 616 2280 141 381 1317 48 941 1832 62 371 137 151 167 812 2579 379 internal_value=-3.6674e-05 7.14134e-05 0.00134485 0.00179935 0.00535965 0.0066136 0.000888842 0.005059 0.000318697 -0.000199372 0.00108955 -0.00163608 0.00210221 0.00926247 0.00805224 0.00597387 0.0153115 0.019615 -0.000824538 0.000850332 0.00746007 -0.00109004 0.0291672 -0.00183531 0.00317334 -0.00512508 -0.017998 -0.00130862 -0.0057778 -8.56531e-06 internal_weight=325440 154867 9151.71 8600.98 1751.64 1609.6 6849.34 823.811 6025.53 467.348 5349.16 1449.02 3900.14 1037.01 928.906 722.149 206.757 171.708 1355.47 1039.61 235.93 803.678 19.3197 784.358 310.946 473.412 72.0245 224.276 676.362 145715 internal_count=1411310 659827 38336 36043 7210 6629 28833 3419 25414 1964 22660 6379 16281 4160 3726 2896 830 689 5939 4622 1042 3580 110 3470 1320 2150 318 949 2754 621491 is_linear=0 shrinkage=0.03 Tree=385 num_leaves=31 num_cat=0 split_feature=1 2 0 2 1 0 0 2 2 2 0 1 1 2 1 1 2 0 0 2 0 2 2 3 0 2 2 2 1 2 split_gain=6.95722 22.9019 26.9502 35.115 21.4884 28.2935 25.4278 22.5917 20.9668 20.8809 29.908 17.3566 17.0373 15.5634 30.5139 26.0219 17.5846 12.6299 12.4526 11.9957 11.2606 32.0854 31.8426 11.1989 33.2997 22.0908 14.141 21.2582 14.1218 11.0912 threshold=-3.4999999999999996 1681.4685058593752 49.500000000000007 4784.4965820312509 -7.4999999999999991 37.500000000000007 15.500000000000002 42648.800781250007 99998.222656250015 7781.1735839843759 44.500000000000007 -4.4999999999999991 -35.499999999999993 5311.5163574218759 -25.499999999999996 -21.499999999999996 1898.8924560546877 1.5000000000000002 1.5000000000000002 10010.478027343752 34.500000000000007 5664.3623046875009 7957.9211425781259 2.1755000352859502 39.500000000000007 358.55703735351568 1421.1920166015627 606.20260620117199 -8.4999999999999982 23778.558593750004 decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 18 -6 12 10 11 -7 -8 14 -4 -15 -16 -9 -5 -11 22 -22 -14 24 26 28 27 -1 -26 -23 right_child=-2 2 13 4 5 9 8 17 -10 19 -12 -13 20 15 16 -17 -18 -19 -20 -21 21 29 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.007611892001538184 -3.1426567913916002e-05 0.0039046233129488355 -0.022208626926318704 0.030548667457898408 0.0043513077265005242 -0.025304718045619696 0.012548033546617056 0.030602263080872646 0.011505289142173495 0.0067233571823425873 0.0078164482740743623 -0.0024813629655718993 0.0024797022916936747 0.025300620298857785 0.0084575233195254233 0.00032879456243758125 -0.0033256944449531092 -0.0012785097212239525 0.0020026253162393555 -0.0029086791972686215 -0.027377605580253279 -0.00022178307650866824 -0.0077174828183741171 0.00053146370176996997 0.0053907923853355579 -0.0048634130557154596 -0.022084573557234512 0.0042053759999928888 -0.000205746943241388 0.011788018455269654 leaf_weight=860.6027597039938 303589.94934065151 4452.6102672135457 73.384666338562965 13.92428839066997 2812.3945204168558 103.10299316048622 55.868976376950741 11.31275302544236 83.89618456363678 155.9824715256691 52.144510254263878 42.287725508213043 355.70461678504944 38.702216073870659 123.33914487063885 1268.1685585528612 1502.8968142867088 980.38893804699183 1121.040252070874 458.1890174895525 35.273342072963715 307.82291203737259 1223.9360979944468 2644.3857111260295 554.16098394989967 702.72996245324612 49.906028226017952 162.94478826224804 1515.500989690423 89.279234930872917 leaf_count=3746 1305268 22486 353 1209 13086 415 417 693 344 639 210 170 1829 325 590 5849 6896 4544 7289 1866 146 1304 5250 12386 2844 3171 239 750 6542 373 internal_value=5.78716e-06 0.0005228 0.00115408 0.00177394 0.000573422 0.0018935 -0.00128045 0.00297846 -0.00319685 -0.00319122 -0.0116756 -0.0186664 -0.00379333 -0.0013932 -0.00328591 0.00106832 -0.00243202 -0.000914833 0.00235284 -0.00046241 -0.00424709 4.26844e-05 -0.00542127 -0.000971373 -0.00200472 -0.000267678 -0.00649094 -0.00573063 0.00129275 0.00247834 internal_weight=325442 21851.9 15361.7 12355.2 7902.55 4615.8 3286.75 3804.1 2151.78 811.707 197.535 145.391 2067.89 3006.49 1699.62 1306.87 1626.24 991.702 1134.96 614.171 2012.02 432.375 1579.64 6490.23 3845.85 2772.39 1073.45 1023.55 2069.66 397.102 internal_count=1411229 105961 76283 62270 39784 21623 18161 18323 9663 3300 795 585 9319 14013 7839 6174 7486 5237 8498 2505 8902 1823 7079 29678 17292 12557 4735 4496 9386 1677 is_linear=0 shrinkage=0.03 Tree=386 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 1 0 2 0 2 2 0 1 1 2 1 1 2 2 2 0 2 3 0 2 1 2 2 1 2 split_gain=6.55189 21.9685 20.4997 24.3566 34.5535 21.0776 26.0013 24.2559 20.8303 19.7323 19.6632 28.1674 16.3712 16.0981 14.6252 28.3977 24.9628 16.565 11.2922 10.7861 19.8244 12.8804 10.5266 31.2503 20.7607 13.3278 13.1125 19.9517 10.4794 10.0544 threshold=-3.4999999999999996 1.5000000000000002 1681.4685058593752 49.500000000000007 4784.4965820312509 -7.4999999999999991 37.500000000000007 42648.800781250007 15.500000000000002 99998.222656250015 7781.1735839843759 44.500000000000007 -4.4999999999999991 -35.499999999999993 5311.5163574218759 -25.499999999999996 -21.499999999999996 1898.8924560546877 10010.478027343752 33116.664062500007 27.500000000000004 61805.615234375007 2.1755000352859502 39.500000000000007 358.55703735351568 -8.4999999999999982 1421.1920166015627 606.20260620117199 -4.4999999999999991 18122.241210937504 decision_type=2 2 2 2 2 2 2 2 2 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 22 4 28 8 7 -7 -6 13 11 12 -8 -10 15 -5 -16 -17 -12 -15 21 -21 23 26 25 -25 27 -3 -4 -20 right_child=-2 2 3 14 5 6 10 -9 9 -11 18 -13 -14 19 16 17 -18 -19 29 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.025144375917504996 -3.0483808116569938e-05 -0.0073682820561238047 0.0046073543576241899 -0.021358351729778027 0.0019445888748446181 0.0042415968451138229 -0.024575408551457237 -0.0012399125028161387 0.012272016649992086 0.011166660351164568 0.0065275971552031633 0.0075817107136182749 -0.0024066072995244511 -0.0030581570428382387 0.024989963155742749 0.0082311657278675218 0.00031896772514537574 -0.0032222185641507927 -0.006701628937879232 -0.01679145236190702 0.0021550501977892008 -0.0017287641026115788 0.0005152382693573434 0.0052422806221765613 -0.0047102535845028725 -0.00019956371969759399 -0.021231994499676797 0.0040853507699412338 0.0012207304537963184 0.0022664717497495263 leaf_weight=32.525454572751187 303589.92209130479 862.35705494880676 3351.5714747458696 74.007190078496933 1119.8808112572879 2804.4161064401269 102.97965835034847 980.5771788880229 55.41869955509901 83.84785807877779 155.84266439080238 52.146159544587135 42.293177738785744 1632.587116882205 38.018237069249153 122.93526849150658 1268.0237658172846 1504.5986470282078 259.98159964382648 203.21355776488781 108.73906967043877 68.255181103944778 2643.8502620607615 552.78552882373333 703.79611587524414 1515.5816888958216 50.345843508839607 162.70376765727997 1089.6887971907854 198.3538912832737 leaf_count=2237 1305268 3746 17256 353 7289 12976 415 4544 417 344 639 210 170 7350 325 590 5849 6896 1066 829 447 276 12385 2844 3171 6542 239 750 5006 800 internal_value=5.62147e-06 0.000507477 0.000470734 0.0010695 0.00166082 0.000466696 0.00177669 0.0028215 -0.00137365 -0.00310038 -0.00309593 -0.0113322 -0.0181214 -0.00367879 -0.00135071 -0.00318354 0.00103713 -0.00235709 -0.000448499 -0.00411796 -0.00866871 -0.0130043 -0.000942132 -0.00194356 -0.000259601 0.00125481 -0.00628444 -0.00555029 0.00377643 -0.0028205 internal_weight=325431 21841.3 21808.8 15317.4 12309.8 7868.53 4596.59 3784.99 3271.94 2152.06 811.597 197.419 145.273 2068.21 3007.58 1701.54 1306.04 1627.53 614.178 2012.79 380.208 271.469 6491.42 3847.57 2772.16 2068.37 1075.41 1025.06 4441.26 458.335 internal_count=1411229 105961 103724 74047 60034 37772 20820 17520 16952 9663 3300 795 585 9319 14013 7839 6174 7486 2505 8902 1552 1105 29677 17292 12557 9386 4735 4496 22262 1866 is_linear=0 shrinkage=0.03 Tree=387 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 1 0 2 0 2 2 0 1 1 2 1 1 2 2 0 2 2 2 3 3 0 2 1 2 2 split_gain=6.16989 21.2087 19.298 22.9345 32.5904 19.8449 24.4843 22.8649 19.5979 18.5705 18.521 26.534 15.4496 15.2097 13.7443 26.4457 23.9446 15.6045 10.6294 10.3343 30.0409 29.566 10.3406 10.2671 12.8996 24.9157 20.8057 13.3646 12.1691 18.7275 threshold=-3.4999999999999996 1.5000000000000002 1681.4685058593752 49.500000000000007 4784.4965820312509 -7.4999999999999991 37.500000000000007 42648.800781250007 15.500000000000002 99998.222656250015 7781.1735839843759 44.500000000000007 -4.4999999999999991 -35.499999999999993 5311.5163574218759 -25.499999999999996 -21.499999999999996 1898.8924560546877 10010.478027343752 34.500000000000007 5664.3623046875009 7957.9211425781259 17636.074218750004 1.0205000042915346 2.1755000352859502 39.500000000000007 358.55703735351568 -8.4999999999999982 1421.1920166015627 606.20260620117199 decision_type=2 2 2 2 2 2 2 2 2 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 23 4 -4 8 7 -7 -6 13 11 12 -8 -10 15 -5 -16 -17 -12 21 -21 -15 -22 -3 25 28 27 -27 29 -25 right_child=-2 2 3 14 5 6 10 -9 9 -11 18 -13 -14 19 16 17 -18 -19 -20 20 22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.024993048309574533 -2.956929303476853e-05 0.0067161186334402699 0.003669379610412762 -0.020551368948946009 0.0018881789866389399 0.0041201144408561253 -0.023873589853304122 -0.0012024887045961712 0.01200040479247415 0.010838472592856396 0.006337503209783219 0.0073542433403788604 -0.0023341196613055741 0.0024963940704214472 0.02468135946628694 0.0080103824285722679 0.00030943358629632634 -0.0031220879829801573 -0.0027345870712678182 -0.026360743662140081 -0.0012550715002315703 -0.0073272107500098587 0.0087558959279928142 -0.00713312303779522 0.00049987478623764409 0.0050177511012748843 -0.0052539747068380575 -0.00059872178683209121 -0.020423360599368477 0.0039686103922126946 leaf_weight=31.752427341416478 303589.89553341968 154.94538362324238 4433.8341153338552 74.596593454480171 1118.7548239938915 2800.5513753816485 102.82901838421822 980.75916857272387 54.979570515453815 83.795947581529617 155.70380081236362 52.146267503499985 42.298343017697334 355.79924894869328 37.348971247673035 122.54000712931156 1267.883259087801 1506.2425145953894 458.54431109130383 35.40981562435627 249.08913162350655 1225.3654042184353 148.05764561891556 864.036865696311 2643.3629436939955 519.41174244880676 663.53802613914013 1434.0333896875381 50.762525990605354 162.46878288686275 leaf_count=2237 1305268 732 22262 353 7289 12976 415 4544 417 344 639 210 170 1829 325 590 5849 6896 1866 146 1055 5250 622 3746 12385 2672 2971 6182 239 750 internal_value=5.4598e-06 0.000492591 0.000456904 0.00103824 0.00161262 0.000452995 0.00172485 0.00273959 -0.00133269 -0.00300673 -0.00300335 -0.0110006 -0.0175958 -0.00356755 -0.00130956 -0.00308451 0.00100683 -0.00228455 -0.000434932 -0.00399259 0.00011634 -0.00511667 0.00247705 -0.000913628 -0.00110016 -0.00224505 -0.000664322 0.000894672 -0.00608507 -0.00537601 internal_weight=325421 21830.8 21799.1 15306.5 12297.9 7864.08 4592.83 3781.31 3271.25 2152.5 811.522 197.274 145.127 2068.7 3008.61 1703.38 1305.23 1628.78 614.248 2013.72 432.557 1581.16 397.147 6492.56 6337.61 3694.25 2616.98 1953.45 1077.27 1026.51 internal_count=1411229 105961 103724 74047 60034 37772 20820 17520 16952 9663 3300 795 585 9319 14013 7839 6174 7486 2505 8902 1823 7079 1677 29677 28945 16560 11825 8854 4735 4496 is_linear=0 shrinkage=0.03 Tree=388 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 1 1 1 0 2 0 2 0 2 1 3 3 0 2 1 2 2 2 0 2 1 0 2 1 split_gain=5.81026 20.4722 18.1668 21.6355 29.5244 23.681 23.0364 22.7579 19.501 23.2287 21.5527 19.2064 17.7652 19.3074 15.7707 14.9264 9.67801 12.1282 23.3823 19.5461 12.6064 11.3045 11.3026 17.5803 10.0419 10.9502 12.491 10.0382 8.92027 15.6983 threshold=-3.4999999999999996 1.5000000000000002 1681.4685058593752 52.500000000000007 4784.4965820312509 5311.5163574218759 -21.499999999999996 -23.499999999999996 -7.4999999999999991 37.500000000000007 42648.800781250007 15.500000000000002 6806.8054199218759 45.500000000000007 99998.222656250015 -35.499999999999993 1.0205000042915346 2.1755000352859502 39.500000000000007 358.55703735351568 -8.4999999999999982 184.69928741455081 1421.1920166015627 606.20260620117199 56.500000000000007 257.52690124511724 -15.499999999999998 60.500000000000007 8492.8930664062518 -17.499999999999996 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 16 4 -4 7 -7 -5 11 10 -10 28 13 -11 15 -13 -3 18 22 20 21 -20 23 -18 -23 27 -27 -26 29 -6 right_child=-2 2 3 5 8 6 -8 -9 9 12 -12 14 -14 -15 -16 -17 17 -19 19 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.024839629270733504 -2.8682247848068824e-05 0.0065310677555556439 0.0033313681520071351 -0.021370126403383063 -0.031624298392576779 0.027040547649393003 0.00078838027652469646 -0.0035141158802507347 0.0040019798625690311 -0.017724132286943896 -0.001166201402307912 0.011933432614213814 -0.00065068782203025468 0.0044065251157299149 0.00973486979695775 -0.0038927878086522515 -0.0069060706203738619 0.00048496662526633928 -0.00095667657012178165 -0.0050881626830983394 -0.00058066959823122109 0.01174651531387645 -0.019655384444118674 0.0038550711977444201 -0.0024880735044173477 -0.0082626459235953503 0.022052656657934787 -0.034999212553024066 0.0024269198004301137 0.0023917065592611773 leaf_weight=31.001464127446525 303589.86961124698 154.56144624948502 4883.4388700649142 67.971895307302475 19.448676824569702 30.92468823492527 1105.7842341065407 1170.1097397655249 2796.7825100496411 122.86769585311413 980.93513339757919 55.047660253942013 741.17046058177948 49.884345278143883 84.394160449504852 2088.8828199505806 865.6457240357995 2642.8899473920465 189.51378986984491 664.59011322259903 1434.2533980160952 227.2547814399004 51.157375186681747 162.23972289264202 39.225223913788795 20.14867128431797 31.135152608156204 10.928916350007055 1065.4045430887491 32.80814016610384 leaf_count=2237 1305268 732 24474 315 126 281 5119 5266 12976 496 4544 422 3047 205 347 9266 3746 12385 995 2971 6182 1175 239 750 201 104 147 50 6983 180 internal_value=5.30305e-06 0.000478145 0.000443484 0.00100789 0.0014916 -0.00162392 0.00150258 -0.00449443 0.000373803 0.00162172 0.00265999 -0.00137599 -0.00267 -0.0113336 -0.0029857 -0.00348643 -0.000886004 -0.00106685 -0.00217648 -0.000644309 0.000868317 0.00487871 -0.00589252 -0.00520755 0.00824321 0.000394653 0.0101422 -0.00957246 0.00183335 -0.0102682 internal_weight=325410 21820.4 21789.4 15295.9 12921.1 2374.79 1136.71 1238.08 8037.63 4691.64 3777.72 3345.99 913.923 172.752 2228.32 2143.93 6493.54 6338.98 3696.09 2617.05 1952.46 518.207 1079.04 1027.89 328.693 101.438 51.2838 50.1541 1117.66 52.2568 internal_count=1411229 105961 103724 74047 63066 10981 5400 5581 38592 21268 17520 17324 3748 701 10035 9688 29677 28945 16560 11825 8854 2672 4735 4496 1677 502 251 251 7289 306 is_linear=0 shrinkage=0.03 Tree=389 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 1 0 2 0 2 2 0 1 1 2 1 1 2 2 0 2 2 1 0 3 3 0 2 1 2 split_gain=5.47163 19.7583 17.1002 20.5599 29.0943 17.5858 21.679 20.315 17.3349 16.5033 16.4675 24.1039 14.5676 13.563 12.2378 23.314 22.117 14.4817 10.0227 18.1743 12.1773 10.0053 9.94755 9.49361 9.12232 11.4026 21.947 18.454 11.4912 10.5056 threshold=-3.4999999999999996 1.5000000000000002 1681.4685058593752 49.500000000000007 4784.4965820312509 -7.4999999999999991 37.500000000000007 42648.800781250007 15.500000000000002 99998.222656250015 7781.1735839843759 44.500000000000007 -4.4999999999999991 -35.499999999999993 5311.5163574218759 -25.499999999999996 -21.499999999999996 1898.8924560546877 33116.664062500007 27.500000000000004 61805.615234375007 10010.478027343752 -4.4999999999999991 45.500000000000007 1.0205000042915346 2.1755000352859502 39.500000000000007 498.67184448242193 -9.4999999999999982 1421.1920166015627 decision_type=2 2 2 2 2 2 2 2 2 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 24 4 22 8 7 -7 -6 13 11 12 -8 -10 15 -5 -16 -17 -15 20 -20 -12 -4 -23 -3 26 29 28 -28 -26 right_child=-2 2 3 14 5 6 10 -9 9 -11 21 -13 -14 18 16 17 -18 -19 19 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.024684091288607185 -2.7821717809025679e-05 0.0063507907618853224 0.0042824809570916438 -0.019209063232562534 0.0017801655083500409 0.0038871065653033688 -0.022778642271292612 -0.0011310161396287544 0.01146579709434428 0.010234916181418804 0.0061718607160984708 0.0071203820838956324 -0.0018605602814962977 -0.0027328013150406385 0.024100605543438264 0.0077764351278268445 0.00028550150991962613 -0.0029651340054616254 -0.015990283306783981 0.0022195339480744519 -0.0013402545738501841 -0.004736291184557935 0.0009772240047157283 0.0062199365591965846 -0.0050446867343679315 0.00047050060105917275 0.0050151445889828712 -0.0055547398166346578 -0.0004824670062801223 -0.018925115114338954 leaf_weight=30.271957979653962 303589.84419385833 154.18622261285782 3333.9958376660943 75.538261726498604 1116.648347036913 2793.1078177616 102.53098529577255 981.10529267787933 54.126841336488724 83.687429368495941 155.58032119274139 52.144481375813484 42.33489653468132 1636.1815146356821 36.09596198797226 122.10242909193039 1267.536594748497 1508.7042336910963 202.72813387215137 108.71216893196106 68.257132396101952 370.61130936443806 1086.581534281373 88.099157735705376 1029.203462831676 2642.4308762177825 432.19473659992218 541.8694768846035 1643.0310378968716 51.531612202525139 leaf_count=2237 1305268 732 17256 353 7289 12976 415 4544 417 344 639 210 170 7350 325 590 5849 6896 829 447 276 1505 5006 361 4496 12385 2268 2437 7120 239 internal_value=5.15184e-06 0.000464112 0.00043045 0.000978351 0.00152314 0.000427587 0.00162628 0.00258265 -0.00125316 -0.00282589 -0.00282278 -0.01037 -0.0166656 -0.00335392 -0.00124359 -0.00291559 0.000944912 -0.00216089 -0.00375183 -0.00814299 -0.0123002 -0.000402304 0.00347005 -0.00263206 -0.000859182 -0.00103452 -0.00210999 -0.000624789 0.000662487 -0.00570653 internal_weight=325401 21811.1 21780.9 15286.4 12276.4 7855.86 4585.51 3774.21 3270.34 2153.69 811.301 197.01 144.866 2070.01 3009.98 1706.34 1303.63 1630.81 2015.88 379.697 270.985 614.291 4420.58 458.71 6494.45 6340.26 3697.83 2617.1 2075.23 1080.74 internal_count=1411229 105961 103724 74047 60034 37772 20820 17520 16952 9663 3300 795 585 9319 14013 7839 6174 7486 8902 1552 1105 2505 22262 1866 29677 28945 16560 11825 9388 4735 is_linear=0 shrinkage=0.03 Tree=390 num_leaves=31 num_cat=0 split_feature=3 2 0 2 1 1 0 2 1 2 2 3 3 2 2 0 2 2 2 2 3 2 2 1 0 2 2 2 2 2 split_gain=4.23447 22.5577 26.0154 23.0862 19.8706 19.5469 15.858 16.2607 13.7483 16.0047 19.5289 14.8545 13.152 15.1475 12.9726 12.6177 12.4136 12.2511 12.1579 78.8328 58.7229 45.7859 42.4902 29.8688 20.2407 60.7943 35.6766 34.0394 21.6291 25.5871 threshold=1.532000005245209 56351.945312500007 44.500000000000007 37956.898437500007 -8.4999999999999982 2.5000000000000004 46.500000000000007 152.24964904785159 -2.4999999999999996 3309.9538574218755 2406.084106445313 1.0205000042915346 1.1510000228881838 42648.800781250007 3252.167602539063 51.500000000000007 12255.386718750002 1575.673034667969 8322.3417968750018 5540.9907226562509 1.1980000138282778 6336.3120117187509 7434.1564941406259 1.0000000180025095e-35 45.500000000000007 466.24169921875006 325.33131408691412 685.50308227539074 225.0559997558594 157.11404418945315 decision_type=2 2 2 2 2 2 2 2 2 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 12 7 -1 9 10 11 -6 13 -5 17 -11 -17 -9 19 24 22 23 -21 -22 25 26 28 -27 29 -10 right_child=-2 2 -4 5 8 -7 -8 14 18 15 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.024885816282012613 -5.4965688128176619e-05 -0.016266506615741298 -0.0017919934709134122 0.004273189343808239 0.0055667915285725466 0.01530724750936337 0.001070616847726234 0.0050351416210484036 0.0043219265122168889 -0.0040618993905399943 0.003468755134047285 -0.00149757884534156 0.0052247970940190319 -0.01451993715223842 0.0011461569092309533 0.0033768788449299297 -0.0050056663185185264 0.014716649786494538 0.0011807333444229177 -0.0033895420469457265 0.0057681415765680902 -0.011144342056595272 0.0064601738158310672 -0.0074139958010919615 -1.4786196852754783e-05 0.0086348253949449037 -0.0076387870607985244 0.0020527428023269091 0.0030393008169383008 -0.0016704783762766194 leaf_weight=14.204738534986971 229391.10145404586 155.409035846591 397.84193345159292 81.351144500076771 287.30181337893009 141.31125704944134 1099.1372002512217 218.15469509363174 720.28489743173122 2104.05097399652 1097.3027583509684 3964.6494085341692 565.64747212827206 73.451100990176201 200.18646095693111 472.73972827196121 239.5727459192276 255.29460849612951 10510.792116880417 1279.2860231101513 292.62569734454155 1267.844535022974 569.70719297230244 328.21099107712507 49493.855528019369 753.42441581189632 640.71379889547825 11507.760243549943 1446.1614452898502 5848.2620053812861 leaf_count=84 998023 655 1686 336 1301 579 5669 1112 3052 8875 5095 17124 2347 299 929 2034 1080 1555 43133 5849 1199 5476 2428 1448 216146 3118 2723 47160 6072 25020 internal_value=1.5052e-05 0.000182312 -0.00585791 0.000217314 0.000172792 0.00510536 0.00330627 0.00687873 0.000112469 -0.00106312 -9.94066e-05 -0.00102024 0.00310433 -0.00464384 0.00754854 -0.00289355 0.000557569 0.0102556 0.000225858 9.05009e-05 -0.00415513 -0.00787573 -0.000354672 -0.00120072 0.000315876 0.00109831 -0.000826688 0.0024572 -0.000282113 -0.00101337 internal_weight=325418 96026.5 553.251 95473.3 94611.5 861.761 1786.98 687.841 92824.5 8165.62 5349.25 4251.95 720.45 154.802 673.636 2816.36 712.312 473.449 84658.9 74148.1 3737.67 1888.68 1848.99 620.837 70410.5 20916.6 8655.42 12261.2 8014.71 6568.55 internal_count=1411607 413584 2341 411243 407682 3561 9349 3680 398333 35509 23520 18425 2982 635 3596 11989 3114 2667 362824 319691 16400 8123 8277 2647 303291 87145 36867 50278 34144 28072 is_linear=0 shrinkage=0.03 Tree=391 num_leaves=31 num_cat=0 split_feature=3 2 0 2 1 1 2 0 2 2 1 1 2 2 3 3 2 0 2 0 2 2 2 2 3 3 3 0 3 3 split_gain=3.9845 21.2439 24.6272 21.7297 18.7357 18.3979 15.6085 15.4846 15.1655 15.8011 14.7623 12.934 15.048 18.3912 13.9914 12.379 14.2518 12.0129 14.1201 15.9023 11.8722 20.5326 29.7955 17.9422 50.7877 29.5224 20.0147 15.5265 14.3951 26.5085 threshold=1.532000005245209 56351.945312500007 45.500000000000007 37956.898437500007 -8.4999999999999982 2.5000000000000004 28052.395507812504 47.500000000000007 174.82500457763675 3252.167602539063 -16.499999999999996 -2.4999999999999996 3309.9538574218755 2406.084106445313 1.0205000042915346 1.1510000228881838 42648.800781250007 53.500000000000007 2911.024291992188 58.500000000000007 282.77769470214849 202.77236938476565 216.45584106445315 170.15808868408206 1.6674999594688418 3.2575000524520878 2.279500007629395 65.500000000000014 2.1755000352859502 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 3 -3 4 6 15 7 8 -1 -10 -11 12 13 14 -6 16 -5 -15 19 -19 21 23 -23 26 -25 27 -2 -26 -24 -30 right_child=20 2 -4 5 11 -7 -8 -9 9 10 -12 -13 -14 17 -16 -17 -18 18 -20 -21 -22 22 28 24 25 -27 -28 -29 29 -31 leaf_value=-0.011147549331544274 0.0018794415796913213 -0.014779542593938648 -0.0012772550509338738 0.0041458618192767313 0.005409564065926434 0.014853004921249956 0.02437642031406648 0.00038609789923684738 0.009998412027632993 -0.019307890514293349 0.0034500460620618032 0.000219087663625132 -0.0028053704861302066 0.0052882628562797669 -0.0014521123669601185 0.0050700790833808846 -0.014083964250111351 -0.011447354603510328 0.0059412591137512861 0.012587950225106193 3.1531318639884642e-06 -0.0069562641110727927 -0.001552392879159736 -0.016725111067877385 0.011794636832859539 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0.000175532 0.000109095 -0.00103108 -9.64048e-05 -0.0009894 0.00301222 -0.00450494 0.00336892 -0.00177091 -0.00730081 -5.33166e-05 -0.000878175 -0.00156723 0.000946464 0.00447001 0.00666336 -0.000191009 0.00974197 -0.00110083 0.00182106 internal_weight=325409 96017.8 552.758 95465 94603.5 861.477 1783.88 1753.05 755.883 712.529 208.25 92819.7 8166.53 5348.84 4252.89 720.212 154.787 1095.95 297.981 173.544 229392 14697.9 10668.9 4029 983.235 891.028 3045.76 676.129 9819.11 1314.37 internal_count=1411607 413584 2341 411243 407682 3561 9349 9194 4077 3842 968 398333 35509 23520 18425 2982 635 5095 1318 761 998023 62762 45200 17562 4253 3860 13309 2903 41532 5670 is_linear=0 shrinkage=0.03 Tree=392 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 2 0 1 0 1 3 2 0 0 2 0 0 2 0 2 2 2 0 2 0 2 2 2 split_gain=3.88078 14.695 17.7978 38.0263 34.3741 25.517 26.8668 22.7532 28.1593 19.6944 17.1525 18.9741 15.4835 14.6132 15.0595 14.3665 27.6855 25.5739 25.2105 35.701 41.3517 35.7628 23.3431 14.7638 13.786 94.1009 47.4561 52.8071 39.464 32.9707 threshold=65.500000000000014 65292.480468750007 11728.783203125002 4493.2343750000009 80.500000000000014 10240.441894531252 66.500000000000014 10010.478027343752 86.500000000000014 -10.499999999999998 85.500000000000014 -3.4999999999999996 7.7119998931884775 1235.1978759765627 92.500000000000014 90.500000000000014 54578.230468750007 92.500000000000014 79.500000000000014 16278.651855468752 73.500000000000014 32150.583984375004 12538.349609375002 14538.825683593752 72.500000000000014 21631.834960937504 75.500000000000014 26225.782226562504 19759.034179687504 25386.748046875004 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -7 8 -6 -4 11 -9 -2 14 -14 18 22 -18 19 20 -11 24 -17 -22 28 -26 27 -27 -21 -28 right_child=1 -3 9 4 7 6 -8 10 -10 15 -12 -13 13 -15 -16 16 17 -19 -20 21 23 -23 -24 -25 25 26 29 -29 -30 -31 leaf_value=4.9266902646611602e-05 -0.0011314278555631181 0.0015466011454020388 0.020275596296346066 0.0035306756964255809 -0.0067812195113217191 -0.032452176532496109 -0.0023897735179912089 -0.01788626255192766 0.0031095622071873725 -0.014483792746887868 -0.0055257653740500151 0.0075499709193019649 0.012160461734799993 0.00067901220287399451 -0.0096471688511629138 0.029222255042378683 -0.041912992283307297 -0.0018975728704025657 0.00098489489359830673 0.01340447768006478 0.017515363659625645 -0.0050097348286028522 -0.0049694099399752905 -0.0049889944757331075 -0.01559287695598589 0.015632398295976981 0.0013067285461244738 -0.013881996521228363 1.5438141966571375e-06 0.024743264920592548 leaf_weight=291897.20348424127 15012.93979998678 3504.634534527082 36.181222543120384 4710.0673375427723 904.5855153799057 33.405956149101257 134.39217683672905 28.112056761980057 363.02882812172174 415.25896269083023 155.67651511728764 431.77089385688305 207.70654952526093 754.3296422585845 33.03183151781559 18.426995411515236 34.87053444981575 24.454973228275776 2408.414205789566 261.73257161676884 54.02511964738369 1644.7464461475611 725.40703605487943 51.007860079407692 285.31200340390205 85.608638077974319 86.411040097475052 150.42851732671261 808.37679661810398 144.13697229325771 leaf_count=1270091 63798 15677 235 19188 3687 135 543 124 1558 1677 660 1750 918 3366 146 79 146 111 9937 1065 218 6766 3164 207 1157 350 353 611 3296 594 internal_value=1.4165e-05 -0.000291613 -0.000506328 -9.44609e-05 0.00179202 0.00312113 -0.00837472 -0.00165068 -0.00394862 -0.00180254 0.00308143 0.00599509 -0.000891224 0.00273282 0.00916823 -0.0019135 -0.00569538 -0.025418 -0.00143857 -0.00290248 -0.0102303 -0.00180272 -0.00412238 0.00658642 0.00109229 -0.00202086 0.00627829 -0.00317738 0.0032797 0.0159591 internal_weight=325406 33508.5 30003.8 22769 6761.04 4877.87 167.798 1883.17 1267.61 7234.8 615.559 459.883 16008 995.068 240.738 7198.62 803.16 59.3255 6395.46 3987.04 520.292 3466.75 743.834 105.033 1822.01 751.897 466.585 236.037 1070.11 230.548 internal_count=1411607 141516 125839 95873 27645 19866 678 7779 5245 29966 2534 1874 68228 4430 1064 29731 3500 257 26231 16294 2102 14192 3243 425 7426 3065 1908 961 4361 947 is_linear=0 shrinkage=0.03 Tree=393 num_leaves=31 num_cat=0 split_feature=3 2 0 2 1 1 2 1 0 1 2 2 3 2 0 2 3 2 2 2 3 2 2 1 0 2 2 2 0 2 split_gain=3.69932 20.008 23.4043 20.4536 17.6637 17.3191 14.8645 14.996 13.1172 12.1677 14.1481 17.3226 13.1784 11.9214 11.8576 11.6648 11.6517 13.4105 11.439 74.2503 55.4089 43.2523 39.9686 28.1317 19.0464 57.2035 33.8716 50.1132 59.8954 32.4862 threshold=1.532000005245209 56351.945312500007 44.500000000000007 37956.898437500007 -8.4999999999999982 2.5000000000000004 28052.395507812504 -16.499999999999996 47.500000000000007 -2.4999999999999996 3309.9538574218755 2406.084106445313 1.0205000042915346 174.82500457763675 51.500000000000007 12255.386718750002 1.1510000228881838 42648.800781250007 8322.3417968750018 5540.9907226562509 1.1980000138282778 6336.3120117187509 7434.1564941406259 1.0000000180025095e-35 45.500000000000007 466.24169921875006 308.83364868164068 282.77769470214849 42.500000000000007 1750.7693481445315 decision_type=2 2 2 2 2 2 2 2 2 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 16 7 -1 13 10 11 12 -6 -9 -12 -16 17 -5 19 24 22 23 -21 -22 25 26 27 -11 -29 -27 right_child=-2 2 -4 5 9 -7 -8 8 -10 18 14 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 29 -28 28 -30 -31 leaf_value=-0.0025369036633742631 -5.1700614641984759e-05 -0.015435708319149671 -0.0016755712601604004 0.0040208677641947223 0.0052551838702400424 0.014412170170532734 0.023873530286399151 -0.0088732517501640216 0.0014843617759444244 -0.00057246437770145449 -0.0038531424103768505 0.0032709950096782001 -0.0014095381806156439 0.0084004318137712621 0.0033587919201324297 -0.0047602923086180427 0.0049184853594397889 -0.013663891468472031 0.0011372265585156813 -0.0032983905454313117 0.0055835326380493768 -0.010844201141781805 0.0062528238850105451 -0.0072129383559214871 -2.2392850256696784e-05 0.0046889532902115788 -0.006601688558333021 -0.0026066207481608753 0.03180414488062791 0.0013447352182264778 leaf_weight=377.49873978644609 229383.99983447616 154.44010163843632 397.78488324582577 81.317249581217766 286.28618152439594 141.20440556108952 30.529706515371799 38.253502607345581 735.42878459393978 7649.2628875151277 2106.2939769774675 1094.4754576534033 3967.4541343599558 599.28560253977776 472.66445070505142 240.187828078866 565.20000686496496 73.447863429784775 10511.101480022073 1278.33596560359 292.80693869292736 1264.8336989805102 570.19979333877563 327.61411974579096 49494.932509116828 3779.1125818639994 822.45122779905796 87.302368804812431 95.132466748356819 8481.6002705693245 leaf_count=2124 998023 655 1686 336 1301 579 155 201 3675 32628 8875 5095 17124 3194 2034 1080 2347 299 43133 5849 1199 5476 2428 1448 216146 15676 3492 359 388 34602 internal_value=1.37426e-05 0.000170087 -0.00552385 0.000203024 0.000161128 0.00480553 0.00312052 0.00275857 0.00421457 0.000104345 -0.00100147 -9.49415e-05 -0.000960988 0.00736398 -0.00272126 0.000623155 0.00292141 -0.0043719 0.000211033 7.97296e-05 -0.00404291 -0.00766171 -0.000352221 -0.00117366 0.000298351 0.00105739 -0.000810069 -0.000201858 0.0153372 0.00237552 internal_weight=325400 96016.4 552.225 95464.2 94603 861.17 1781 1750.47 1372.97 92822 8167.36 5348.22 4253.74 637.539 2819.15 712.852 719.965 154.765 84654.7 74143.6 3733.79 1885.25 1848.54 620.421 70409.8 20914.9 8654.15 7831.7 182.435 12260.7 internal_count=1411607 413584 2341 411243 407682 3561 9349 9194 7070 398333 35509 23520 18425 3395 11989 3114 2982 635 362824 319691 16400 8123 8277 2647 303291 87145 36867 33375 747 50278 is_linear=0 shrinkage=0.03 Tree=394 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 2 2 0 1 0 1 3 0 2 2 2 2 0 0 2 0 0 2 0 2 2 0 2 2 split_gain=3.60321 13.83 16.7447 35.7853 32.3525 24.1228 36.4688 21.4085 26.4996 18.7068 16.136 17.8061 14.5696 14.2046 58.0778 19.3898 22.0411 13.7541 14.1734 13.5258 25.9056 23.8052 23.7164 33.6697 47.133 32.3568 22.0126 14.108 60.6845 29.8869 threshold=65.500000000000014 65292.480468750007 11728.783203125002 4493.2343750000009 80.500000000000014 66.500000000000014 8322.3417968750018 10010.478027343752 86.500000000000014 -10.499999999999998 85.500000000000014 -3.4999999999999996 7.7119998931884775 75.500000000000014 7113.1401367187509 5311.5163574218759 7957.9211425781259 1235.1978759765627 92.500000000000014 90.500000000000014 54578.230468750007 92.500000000000014 79.500000000000014 15948.730957031252 73.500000000000014 32150.583984375004 12538.349609375002 71.500000000000014 20329.439453125004 19759.034179687504 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -5 8 -6 -4 11 -9 -2 15 -15 -7 -17 18 -14 22 26 -22 23 24 -11 27 -21 29 -29 -25 right_child=1 -3 9 4 7 13 -8 10 -10 19 -12 -13 17 14 -16 16 -18 -19 -20 20 21 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=4.7152448058346927e-05 -0.0010960707326397247 0.0015023021051774599 0.019889798723761867 0.001266731992032692 -0.0065771273874318586 0.0018375219221090238 -0.025817346862059269 -0.017254382264089572 0.0030170151200446835 -0.014888723009404241 -0.0053604728280866095 0.0073248640782553262 0.011800579788062213 -0.0052249038316482706 0.0058978563957383543 0.008189271676925269 -0.001565655309549706 0.00066016067994774646 -0.0093541676858467076 0.02842561380138544 -0.040402975877007932 -0.0018398535097114619 0.00095696134675424889 0.012254709066504501 0.0087035833027993975 -0.0048547605007391581 -0.0048217361806512484 -0.013932498433324546 0.0032217206527578122 0.00026960702540596384 leaf_weight=291889.14555714023 15011.096181936562 3503.374676937703 35.785388775169849 149.64260247349739 904.46419435739517 1199.8517081588507 63.829571664333344 28.262433812022209 363.12496231496334 387.29704707860947 155.61842250823975 431.78007856011391 207.64790619909763 715.57255192101002 1031.5892514884472 1473.1155264228582 242.82426354289055 754.36611114442348 33.038901045918465 18.376879289746284 35.083836570382118 24.445041805505753 2408.2597689479589 254.80623409152031 94.883833900094032 1645.7908967882395 724.96858166530728 262.04150551557541 636.24035653471947 706.37091493606567 leaf_count=1270091 63798 15677 235 608 3687 4881 258 124 1558 1564 660 1750 918 2905 4201 6031 982 3366 146 79 146 111 9937 1038 384 6766 3164 1062 2598 2882 internal_value=1.33305e-05 -0.000281332 -0.000489623 -9.0087e-05 0.00174017 0.00302995 -0.00683158 -0.00159954 -0.0038287 -0.00174692 0.00299011 0.00581485 -0.000863037 0.00348142 0.00134239 0.00476314 0.00680884 0.00265244 0.00889668 -0.00185448 -0.00552477 -0.0245673 -0.00139374 -0.00281347 -0.0102462 -0.00179103 -0.0039998 0.000920652 -0.00178241 0.00344683 internal_weight=325393 33503.5 30000.2 22765.8 6759.68 4876.43 213.472 1883.25 1267.59 7234.35 615.661 460.043 16006.1 4662.95 1747.16 2915.79 1715.94 995.053 240.687 7198.56 802.874 59.5289 6395.69 3987.43 482.181 3505.25 743.345 1859.46 898.282 961.177 internal_count=1411607 141516 125839 95873 27645 19866 866 7779 5245 29966 2534 1874 68228 19000 7106 11894 7013 4430 1064 29731 3500 257 26231 16294 1948 14346 3243 7580 3660 3920 is_linear=0 shrinkage=0.03 Tree=395 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 1 2 0 2 2 2 2 1 2 1 0 1 1 1 0 0 0 2 1 1 0 2 2 1 2 split_gain=3.96607 3.63532 7.19998 8.30561 7.21086 5.79234 16.2946 13.3917 19.3459 19.6675 8.86673 8.14001 12.4719 10.3779 8.86826 6.7282 9.09883 7.32613 6.66664 6.17742 8.00952 5.08539 4.91147 5.60638 4.60835 4.51656 4.26326 6.15656 4.02282 4.00236 threshold=94.500000000000014 34.500000000000007 31044.129882812504 90.500000000000014 37.500000000000007 50.500000000000007 1317.2869262695315 49.500000000000007 10010.478027343752 8322.3417968750018 11977.758300781252 2450.0637207031255 42.500000000000007 2760.058227539063 41.500000000000007 56.500000000000007 58.500000000000007 61.500000000000007 57.500000000000007 68.500000000000014 61.500000000000007 41.500000000000007 84498.644531250015 50.500000000000007 41.500000000000007 44.500000000000007 6643.0878906250009 5797.4450683593759 45.500000000000007 8322.3417968750018 decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 9 11 -10 12 25 -13 -15 -8 18 -18 19 20 -17 -12 -4 -24 -23 -6 27 -9 -14 -28 right_child=-2 2 22 -5 5 6 15 26 10 -11 21 13 28 14 -16 16 17 -19 -20 -21 -22 24 23 -25 -26 -27 29 -29 -30 -31 leaf_value=-2.4411312029730817e-05 -0.0019321193224147064 0.022019561739150692 0.016135282054302834 -0.022017273246170116 -0.0098552115042531366 0.029998857513125601 0.006893349457000735 0.0082637064114040419 0.030042803028447192 -0.042099483411531587 0.017230866208773874 0.019363790941200394 0.016552114847895233 0.0013261573666366897 -0.022236629865087728 -0.012366862001470144 0.010488461971474041 -0.0052780360340286521 -0.031597456817749572 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0.00182911 0.00101821 0.00139088 0.00102373 -0.00243921 0.00281182 -0.00207487 -0.00675941 0.0119834 -0.00423365 -0.0117204 0.0010535 -0.00364906 -0.00401619 -0.00604642 -0.001546 -0.0139406 -0.0098804 -0.00548366 0.00529632 0.0101954 0.00137782 -0.00265618 -0.0207667 0.00725405 0.00982829 0.00447749 0.00212912 internal_weight=325424 324446 955.148 870.751 856.888 841.904 286.686 555.219 264.383 198.304 66.0795 185.076 76.6033 108.473 86.3071 273.395 230.5 146.806 83.6935 68.0464 55.0269 48.2233 84.3972 33.9697 28.9396 49.1526 290.835 193.594 27.4507 97.2415 internal_count=1411651 1406960 4041 3654 3570 3509 1179 2330 1130 864 266 808 355 453 362 1124 948 608 340 277 224 194 387 159 116 237 1200 799 118 401 is_linear=0 shrinkage=0.03 Tree=396 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 1 0 2 2 2 1 2 2 1 2 1 1 0 1 1 0 0 1 0 2 0 0 2 1 1 split_gain=3.73216 3.42408 6.79756 7.90197 6.80465 5.63475 4.94479 18.2262 18.6987 15.0023 13.2532 8.31911 7.69456 11.8233 9.80108 6.73518 5.5285 5.51808 10.8713 6.26354 5.8051 7.53774 5.08417 7.27101 7.41343 4.82883 4.79489 4.65022 5.27934 4.33535 threshold=94.500000000000014 34.500000000000007 31044.129882812504 90.500000000000014 37.500000000000007 77.500000000000014 49.500000000000007 10010.478027343752 8322.3417968750018 1317.2869262695315 50.500000000000007 11977.758300781252 2450.0637207031255 42.500000000000007 2808.646850585938 41.500000000000007 48.500000000000007 56.500000000000007 58.500000000000007 57.500000000000007 68.500000000000014 61.500000000000007 61.500000000000007 76.500000000000014 4973.6452636718759 70.500000000000014 41.500000000000007 84498.644531250015 50.500000000000007 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 4 -3 6 7 8 12 16 -11 -9 13 -6 -14 -16 -8 -12 19 20 21 -19 -20 24 -24 -26 -13 -4 -29 -28 right_child=-2 2 27 -5 5 -7 9 11 -10 10 17 26 14 -15 15 -17 -18 18 22 -21 -22 -23 23 -25 25 -27 29 28 -30 -31 leaf_value=-2.3678963849339317e-05 -0.0018743913510893325 0.021416134270120724 0.015712959324722688 -0.021616251999995686 -0.020261443905510008 -0.015155712609103181 0.0085094517268288327 0.029101619067882546 -0.041182975063001011 0.0063821064779451828 0.0066930330702386145 0.016744570376175497 0.017593337519058779 0.0043430687969998319 0.00044897833529198406 -0.020603903841872415 0.034710297071396896 -0.011988012338081893 0.01018456927820053 -0.030626783396762284 -0.027589343842579401 0.013168821651859459 0.0065965427719075678 0.01062235411129408 -0.026642474498214525 -0.0071139327095861987 -0.014806906077820627 -0.012093763339121417 0.011760941606730548 0.0084465076238219913 leaf_weight=323491.35601994058 978.02952815080062 14.944500625133513 50.232312679290771 13.698843970894812 48.871730104088783 19.00546333193779 12.504592299461367 17.880268216133118 13.117813557386397 273.80381920933723 42.854268297553062 19.248965159058571 24.780317485332489 27.449933186173439 66.378517091274261 17.225310996174812 17.241962403059006 40.437507182359695 34.713855683803558 15.658530235290526 13.028782129287718 14.585961833596228 20.895900264382362 24.906918689608574 18.845591709017754 28.827671617269516 13.719249144196512 14.828797921538351 19.110399432480335 15.222589343786238 leaf_count=1402919 4691 61 228 84 237 88 54 72 56 1128 176 78 102 118 278 73 71 164 142 63 53 60 85 101 77 117 55 66 93 61 internal_value=-2.39644e-05 -1.83864e-05 0.00177624 0.00098851 0.0013502 0.000993715 0.00136702 -0.00201696 -0.00657335 0.00296652 0.00179988 0.0116253 -0.00411537 -0.0114122 0.00102287 -0.00388865 0.0236962 -0.00312497 -0.00511054 -0.0135193 -0.00958294 -0.00531928 0.000380569 -0.0032603 -0.00830301 -0.0148337 0.0051411 0.00991688 0.00133829 -0.00257627 internal_weight=325423 324445 954.02 869.849 856.15 841.206 822.2 263.895 197.824 558.305 528.559 66.0711 184.706 76.3217 108.384 83.6038 29.7466 254.755 211.901 83.7108 68.0523 55.0235 128.19 93.4761 68.5692 47.6733 48.1908 84.1715 33.9392 28.9418 internal_count=1411651 1406960 4041 3654 3570 3509 3421 1130 864 2291 2166 266 808 355 453 351 125 1038 862 340 277 224 522 380 279 194 194 387 159 116 is_linear=0 shrinkage=0.03 Tree=397 num_leaves=31 num_cat=0 split_feature=0 0 2 2 1 2 0 2 2 0 2 0 2 3 1 2 2 2 0 0 2 0 2 2 1 2 0 0 2 2 split_gain=3.51204 3.40794 30.0703 46.3635 27.9079 25.2506 28.1002 103.889 46.4454 72.1598 46.1199 30.6033 64.3031 31.3107 33.1679 30.4604 43.2204 25.5732 43.8542 42.8846 35.6302 23.8633 21.9372 26.1259 20.9299 48.394 33.3452 26.8111 24.5361 22.4714 threshold=94.500000000000014 14.500000000000002 14212.430175781252 11197.012207031252 -3.4999999999999996 79088.097656250015 12.500000000000002 16278.651855468752 15542.858398437502 13.500000000000002 16701.354492187504 2.5000000000000004 17636.074218750004 74.000000000000014 -1.0000000180025095e-35 68839.980468750015 44208.716796875007 72077.554687500015 3.5000000000000004 3.5000000000000004 65292.480468750007 5.5000000000000009 7957.9211425781259 9078.9726562500018 1.0000000180025095e-35 2363.3640136718755 12.500000000000002 6.5000000000000009 87.134357452392592 1117.6546630859377 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 10 8 9 -8 -4 12 13 -12 -15 16 -9 19 -19 20 -13 -20 24 -24 25 27 -27 29 -26 -1 right_child=-2 -3 5 4 -6 -7 7 15 -10 -11 11 17 -14 14 -16 -17 -18 18 21 -21 -22 -23 23 -25 28 26 -28 -29 -30 -31 leaf_value=0.021156069864877836 -0.0018183837218767125 2.9469242164229941e-05 -0.0035942825091785334 0.0066404630875629431 -0.0050575065758591206 -0.00062133184212931022 -0.00071535082408912085 -0.0070034854097801441 0.020568100231757758 0.015622777474599432 -0.00121458945718688 -0.0070470894768928554 -0.0052704588895033629 0.03113142144188525 0.12579056286000712 -0.014869769043827053 0.0050959752290441187 0.013339448691306308 -0.028869590860631272 0.0016861445690008615 0.0031422308566710897 0.00077343255123331778 0.0069266958203620232 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0.000341537 0.000994333 0.00399302 0.0100095 0.00688544 0.00060292 0.0011218 -0.0041039 0.0480076 0.0754727 -0.00225388 -0.000473461 0.00143253 0.00710454 0.00117908 -0.00378762 -0.00213935 -0.000517723 0.00249022 -0.000806858 8.72503e-05 -0.00211771 0.00187931 -0.0018241 0.00882502 internal_weight=325422 324444 62098.8 25943.7 3242.24 36155.1 21546.9 2487.75 1267.25 977.912 19059.2 16962.2 951.997 20.8446 13.3792 1220.5 1069.56 16010.2 684.808 15325.4 1419.68 275.842 22701.5 1990.79 20710.7 11022.5 4941.92 6080.56 9688.21 462.162 internal_count=1411651 1406960 299120 122535 15014 176585 101066 10563 5535 4195 90503 81031 6846 299 260 5028 4418 74185 4248 69937 7113 1139 107521 8922 98599 56970 27545 29425 41629 2679 is_linear=0 shrinkage=0.03 Tree=398 num_leaves=31 num_cat=0 split_feature=2 3 0 2 2 1 2 2 2 1 0 2 2 0 2 0 2 1 0 2 0 2 2 0 1 2 2 2 2 1 split_gain=3.49468 20.1631 18.991 32.9946 42.0277 36.5689 31.2622 59.7073 20.3221 21.0501 14.7651 21.974 21.4346 35.1809 112.884 51.4787 71.7448 72.0861 26.1954 30.8282 25.4222 22.0619 28.3798 21.2574 28.0463 25.3807 32.2047 20.9631 34.8491 25.9593 threshold=16278.651855468752 74.000000000000014 1.5000000000000002 20329.439453125004 16701.354492187504 -1.0000000180025095e-35 28052.395507812504 31044.129882812504 99998.222656250015 1.0000000180025095e-35 11.500000000000002 35406.285156250007 89168.484375000015 4.5000000000000009 47761.341796875007 3.5000000000000004 61805.615234375007 1.0000000180025095e-35 7.5000000000000009 99998.222656250015 8.5000000000000018 18122.241210937504 28052.395507812504 2.5000000000000004 1.0000000180025095e-35 79088.097656250015 72077.554687500015 54578.230468750007 58553.552734375007 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 4 -2 -6 -5 -8 -9 -10 12 -12 13 14 21 16 17 -16 -14 20 -20 -4 -23 24 -18 26 -25 -17 -29 -30 right_child=2 -3 10 6 5 -7 7 8 9 -11 11 -13 18 -15 15 27 23 -19 19 -21 -22 22 -24 25 -26 -27 -28 28 29 -31 leaf_value=3.7497511485952622e-05 -0.02985991587589586 -0.0088006284962660244 -0.020566758540084249 -0.018612909247170555 0.02213029100029824 0.10608688333142696 0.061534906162705488 -0.004691638683305863 0.014659775644183847 -0.003560034764569466 -0.001376066279592812 1.0557515312398671e-05 2.335511467405563e-05 0.0018530231573154934 0.0047918794660347704 0.0034905256727153773 -0.013632352637957779 -0.015703710117451863 0.021584697314054602 -0.0044923634343551587 0.00038127931100572415 -0.00075850522535123315 -0.0090225268188599116 0.001964764718915833 0.0023675221060509588 -0.016274755523688997 0.013046995503752264 0.015223477577049779 -0.026166860796595533 0.0062445766332484788 leaf_weight=254121.41116082086 5.9853850379586246 232.52842196915299 104.03677958995104 50.076869646087289 9.971096704714002 8.7813058793544752 16.997417628765106 149.48283256776631 187.11929183732718 82.114751860499382 18682.130515310913 22885.870716041885 9416.0942437406629 11861.311602793634 235.84093168750405 622.71791284158826 135.67177036032081 447.49450740218163 72.86336874216795 2287.0712812021375 168.76566285640001 554.0907225497067 1150.6809246391058 564.30523472651839 360.87166081368923 45.71455018222332 405.63931104540825 439.29734654724598 32.950137279927731 68.424036830663681 leaf_count=1088928 69 3260 495 624 297 56 132 2071 11355 415 76381 94964 43210 52243 1381 3308 871 2104 296 9328 679 2747 5431 3048 1453 236 3109 2679 189 292 internal_value=-2.25438e-05 2.94178e-05 -0.000208556 0.0055567 0.0393536 0.0614452 0.00383567 0.0064157 0.00417818 0.00910284 -0.000250281 -0.00061264 0.000269587 0.000952979 -0.00111286 0.00214088 -0.000562618 -0.00863003 -0.000704689 -0.0034157 0.00677518 -0.007155 -0.00633653 0.00308289 -0.00200416 0.00556989 0.00659945 0.00724291 0.0115647 -0.00429027 internal_weight=325406 254354 71052.4 510.529 24.7378 18.7524 485.791 435.714 418.717 269.234 70541.8 41568 28973.8 17029 5167.74 3358.93 2195.54 683.335 11944.8 2528.7 241.629 1808.81 1704.77 1512.2 496.543 1015.66 969.945 1163.39 540.672 101.374 internal_count=1411651 1092188 319463 15019 422 353 14597 13973 13841 11770 304444 171345 133099 79586 27343 18670 12202 3485 53513 10303 975 8673 8178 8717 2324 6393 6157 6468 3160 481 is_linear=0 shrinkage=0.03 Tree=399 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 3 2 2 2 3 2 0 0 2 2 3 0 1 1 2 3 2 0 2 2 3 0 2 0 2 split_gain=3.37938 23.0046 51.198 31.0588 25.5836 20.2264 95.896 40.206 35.1056 70.9438 34.9494 32.1974 30.3867 28.3151 35.4848 28.276 31.3053 39.0478 18.4125 57.261 33.2292 27.4186 23.5936 21.5996 21.4486 27.8089 27.7771 53.8797 41.1331 29.5268 threshold=5.9049999713897714 14212.430175781252 10727.411621093752 7957.9211425781259 -3.4999999999999996 7.0125000476837167 16278.651855468752 42648.800781250007 15542.858398437502 6.4175000190734872 16701.354492187504 13.500000000000002 13.500000000000002 68839.980468750015 79088.097656250015 8.545499801635744 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 2363.3640136718755 7.0125000476837167 87.134357452392592 6.5000000000000009 1117.6546630859377 2808.646850585938 40.666500091552741 5.5000000000000009 6643.0878906250009 10.500000000000002 3023.088989257813 decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -4 6 8 11 9 -3 15 -8 -10 -9 -15 -7 17 -17 19 22 -21 -20 23 -2 25 -23 27 -26 29 -28 right_child=1 5 4 -5 -6 10 7 13 12 -11 -12 -13 -14 14 -16 16 -18 -19 21 20 -22 24 -24 -25 26 -27 28 -29 -30 -31 leaf_value=2.8007524962403407e-05 0.020780679729045948 0.014102318533421003 0.0057004436356652673 0.0034708731106069162 -0.004575736116125155 -0.00045635473354895944 -0.00055901666734534713 0.0056837038112460903 0.020809374489478293 -0.0012487920845475058 0.00027653468023766838 -0.014986285157090709 -0.0066505066407529017 -0.013975232756639297 0.00018842694486180162 0.027276279459924987 -0.0087610171114482303 -0.010296623045758759 -0.029326280897027983 -0.0076529154886925445 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internal_value=-2.18657e-05 -0.000209282 -0.000856714 -0.000343514 -0.00398734 0.000258312 0.00225973 -0.00108496 0.0085876 0.00600706 2.9267e-05 -0.00823667 0.0172705 0.000811649 -0.00166897 -0.00354074 -0.00711539 0.00889906 -0.000640921 0.000176872 -0.00213715 -0.0015274 0.00204997 0.00860294 -0.00144647 -0.00249419 0.000238173 0.00430306 -0.00122834 -0.00494421 internal_weight=325391 68390.1 28679.9 24640.6 4039.31 39710.3 4077.83 2667.75 1410.08 1087.02 35632.4 559.186 323.06 2108.57 1397.18 2308.12 1069.1 99.6222 22858.3 11889.8 5318.85 10968.6 6570.91 459.884 10936.7 6743.03 4193.69 1111.85 3081.84 1433.77 internal_count=1411651 323055 130639 112179 18460 192416 17186 11053 6133 4648 175230 2319 1485 8734 5792 10363 5157 902 104216 56838 25254 47378 31584 2679 47179 29137 18042 4756 13286 6159 is_linear=0 shrinkage=0.03 Tree=400 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 0 3 1 3 3 2 1 2 2 2 0 2 2 0 3 2 2 2 3 1 2 2 2 2 2 split_gain=5.18037 36.2749 16.1822 24.4199 18.9872 15.6217 34.5792 15.6054 15.2305 14.5626 60.7592 48.3478 31.5553 19.9578 81.3721 23.6286 20.786 19.2907 42.8467 51.5017 18.831 56.651 29.725 18.8001 18.1637 17.5547 25.3907 19.0064 17.7288 30.7001 threshold=58553.552734375007 56351.945312500007 1.469500005245209 44.500000000000007 1.7404999732971194 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 8.545499801635744 28.166500091552738 13381.118652343752 1.0000000180025095e-35 11728.783203125002 35406.285156250007 28052.395507812504 1.5000000000000002 29989.942382812504 44208.716796875007 15.500000000000002 2.3904999494552617 1898.8924560546877 2760.058227539063 1850.3489990234377 1.1510000228881838 -5.4999999999999991 5664.3623046875009 5083.1333007812509 4493.2343750000009 8136.8720703125009 7602.1542968750009 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 7 8 -3 -7 17 12 -12 20 14 -13 -16 -17 -1 -19 23 22 -22 -11 -20 -21 26 27 -23 29 -27 right_child=2 5 4 -5 -6 6 -8 -9 -10 10 11 13 -14 -15 15 16 -18 18 19 24 21 25 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-2.8757921038960048e-05 -0.017582408865273635 0.0087779991806359557 0.006847352030947846 -0.0018991646800010369 -0.00041350750703050604 0.004750334665122073 0.016557053427568115 -0.012998029496185892 -0.011872781349775957 -0.0012476762859408483 0.00027688616340928242 -0.011370895212976002 0.024339188750900898 -0.014138099489587046 0.042629307883250138 0.028885584144020555 -0.0014203657449753724 0.0051490089158871587 -0.011521443417220282 -0.014995470701317067 -0.034092823581458813 0.0051300354312979399 0.036335137733428419 0.004914582989301493 -0.0023931347273723523 -0.0026527497684997151 0.022582383108367618 -0.0082093636527928188 0.0039371724952122593 -0.027217970971790757 leaf_weight=286573.21557415731 120.70829455554485 48.927420139312744 327.98203590512276 343.99974552541971 27642.496138951974 617.63291420042515 246.27852801978588 75.049418859183788 53.937732562422752 41.092069452628493 730.55336005426943 480.9022234082222 56.748465064913034 496.17719902470708 25.037227436900139 32.006998956203461 56.014984503388405 2095.4330264478922 65.541573986411095 107.94557553529739 40.747855212539434 624.78697524033487 35.134505294263363 1411.8151719272137 2215.6101564876735 277.54269103892148 65.385700661689043 113.61373027041554 244.50984861515462 54.83267779648304 leaf_count=1223313 517 313 1445 1451 132952 2531 1484 311 240 271 5437 3380 388 2599 185 134 239 10279 267 460 232 3677 216 5801 8995 1506 439 583 1407 268 internal_value=-3.37905e-05 3.25862e-06 -0.000420614 -0.0059729 -0.000328367 0.00559135 0.00694147 -0.00440413 0.00341524 -1.642e-05 -0.00197575 -0.00569493 0.0023806 -0.00969693 -0.0059869 0.0169141 0.00959964 6.19057e-06 0.00170475 -0.000194058 0.00154855 0.000769534 0.0160751 0.00418541 -0.0029786 0.00179843 0.00466423 0.00307757 -0.00219456 -0.00670533 internal_weight=325322 296886 28435.2 464.708 27970.5 1041.83 917.849 123.977 671.571 295845 3375.09 1820.69 1554.39 1090.14 593.961 113.059 88.022 292470 5896.35 3800.91 1497.65 1421.42 76.2266 1477.36 2323.56 1380.67 803.786 738.401 576.885 332.375 internal_count=1411320 1274955 136365 1968 134397 4879 4255 624 2771 1270076 20961 11974 8987 6537 3938 558 373 1249115 25802 15523 8599 8112 487 6068 9455 7880 4699 4260 3181 1774 is_linear=0 shrinkage=0.03 Tree=401 num_leaves=31 num_cat=0 split_feature=0 1 2 1 2 2 0 1 1 2 3 2 2 2 2 2 2 2 2 2 1 1 2 2 2 0 1 0 0 2 split_gain=5.09663 10.3791 21.6713 10.9295 11.949 15.0398 14.6761 12.0349 10.9078 10.4554 10.0006 20.0782 23.5641 33.3457 17.3464 22.6369 29.8259 15.8602 15.8306 14.9286 15.9954 16.5414 16.279 15.2533 14.1604 27.5241 13.1652 11.9315 14.6106 13.4386 threshold=69.500000000000014 1.5000000000000002 397.09068298339849 5.5000000000000009 1019.5778808593751 5540.9907226562509 74.500000000000014 11.500000000000002 12.500000000000002 99998.222656250015 2.5095000267028813 3985.294067382813 1317.2869262695315 418.29415893554693 11465.855468750002 15948.730957031252 21631.834960937504 1808.673522949219 3673.1176757812505 418.29415893554693 -4.4999999999999991 1.0000000180025095e-35 142.45086669921878 65.889682769775405 554.91479492187511 80.500000000000014 -2.4999999999999996 80.500000000000014 73.500000000000014 269.47608947753912 decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 8 -7 9 -6 -8 11 12 13 -2 -13 -16 -17 -14 -19 20 -12 27 23 -23 25 26 -21 28 -22 -29 right_child=1 2 3 4 5 6 7 -9 -10 -11 19 14 17 -15 15 16 -18 18 -20 24 21 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=2.6087104268889759e-06 -0.00701659555565496 -0.009464603285719039 -0.0019721212126665674 0.0082054216846611516 -0.00075815918166037728 0.0086196166531867738 0.0016943478279604939 -0.0030501485519407894 -0.013207791793824124 0.016073517587515313 -0.016916047275505615 0.004447678907373397 -0.024068001230979789 0.0046182469011519572 -0.016343772876501267 0.016087237974689663 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122 512 868 45 2217 171 68080 448 4212 124 1410 221 internal_value=-3.27794e-05 -0.000431228 -0.00158997 -0.00114061 0.00112804 4.15872e-05 0.00176759 -0.000246554 -0.00642646 0.00497673 -0.000127426 -0.00194944 -0.00460506 -0.00211114 0.000884 -0.0028865 -0.000204855 -0.0114648 -0.00803817 0.000107544 0.00330384 0.00388344 8.51233e-05 -0.0180597 -0.000118187 -0.00319922 -0.00453254 0.00716564 0.00872436 -0.00358873 internal_weight=325309 26535.5 5512.02 5214.46 1398.59 1212.47 957.071 739.651 255.395 258.342 21023.5 2401.52 1239.66 909.134 1161.86 564.549 470.743 330.523 259.868 18622 1228.38 1194.15 553.554 41.1891 17393.6 1246.33 1144.01 640.597 559.504 81.0932 internal_count=1411320 112469 24043 22584 6383 5446 4228 3347 1218 1066 88426 9968 5158 3754 4810 2361 1982 1404 1110 78458 5206 5056 2433 216 73252 5172 4724 2623 2278 345 is_linear=0 shrinkage=0.03 Tree=402 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 0 3 1 3 0 0 2 0 2 2 0 0 2 1 3 2 1 2 2 2 0 2 2 0 3 split_gain=4.88518 34.2109 15.2505 23.1245 17.8768 14.7337 33.0428 14.7185 14.3115 13.9697 23.9916 22.9995 39.6405 19.1346 41.2239 25.1748 23.8844 29.7302 29.0191 13.7494 57.3255 45.7872 29.9038 18.9242 76.6033 21.1603 19.4105 18.1739 40.3659 48.5497 threshold=58553.552734375007 56351.945312500007 1.469500005245209 44.500000000000007 1.7404999732971194 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 8.545499801635744 4.5000000000000009 21.500000000000004 61805.615234375007 2.5000000000000004 79088.097656250015 99998.222656250015 2.5000000000000004 2.5000000000000004 72077.554687500015 1.5000000000000002 28.166500091552738 13381.118652343752 1.0000000180025095e-35 11728.783203125002 35406.285156250007 28052.395507812504 1.5000000000000002 29989.942382812504 44208.716796875007 15.500000000000002 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 19 3 -2 -4 7 8 -3 -7 11 -11 12 -6 16 -15 -16 -13 18 -18 27 22 -22 -21 24 -23 -26 -27 -1 -29 -30 right_child=2 5 4 -5 9 6 -8 -9 -10 10 -12 13 -14 14 15 -17 17 -19 -20 20 21 23 -24 -25 25 26 -28 28 29 -31 leaf_value=-2.6870146798736512e-05 -0.017127742088294928 0.0085584037516683413 0.0066480154946804842 -0.0018423548763471065 0.025590842666082976 0.0046093295696318475 0.016199855601213807 -0.012629004134282697 -0.011485562418783129 -0.0016170044945142716 0.00056103541103850649 -0.0081213722415130786 -0.014327222909976003 -0.0047036235312408565 0.0034586756268024936 -0.0006322074206120598 -0.00010914736297678335 0.012362298528711541 0.02513810434053242 0.0015042680582878054 0.00026847326973921868 -0.011097466633597963 0.0237569153440578 -0.013782983895809238 0.040212153834728967 0.027856612822923676 -0.0013778971674887023 0.0050031530656017599 0.0037843625908307015 -0.0030814644255172754 leaf_weight=286568.95065579377 120.20347945392132 48.680692050606012 327.68263963609934 343.98375782370567 25.617036568000913 617.50147947669029 244.19741675630212 74.927463099360466 54.076585173606873 12572.542220223695 7134.6279053972103 119.20958861149848 177.70116306841373 1205.9163984321058 2729.6101997655351 2686.1873553730547 544.3802744448185 403.58878330513835 44.307836025953293 1495.6658758819103 730.43821774516255 477.99528732150793 56.400283541530371 493.72690514847636 25.734823904931545 32.190575033426285 55.997315615415573 2091.8477558195591 1602.9698271974921 2197.8138074800372 leaf_count=1223313 517 313 1445 1451 162 2531 1484 311 240 51404 30461 959 836 5731 25174 11970 2942 3101 212 8599 5437 3380 388 2599 185 134 239 10279 6581 8942 internal_value=-3.17978e-05 4.18248e-06 -0.000407434 -0.00580058 -0.000317935 0.00543736 0.00674961 -0.00428475 0.00331334 -0.000400508 -0.000828484 0.0006622 -0.00929775 0.000924064 0.000312673 0.00142963 0.00456644 0.00609072 0.0017911 -1.49067e-05 -0.00192072 -0.00553887 0.0023129 -0.00944614 -0.00582872 0.0162778 0.00929336 7.04167e-06 0.00165623 -0.000185821 internal_weight=325305 296869 28435.6 464.187 27971.4 1039.38 915.775 123.608 671.578 27643.7 19707.2 7936.52 203.318 7733.2 6621.71 5415.8 1111.49 992.277 588.688 295830 3368.15 1816.08 1552.07 1085.64 591.918 113.923 88.1879 292462 5892.63 3800.78 internal_count=1411320 1274955 136365 1968 134397 4879 4255 624 2771 132952 81865 51087 998 50089 42875 37144 7214 6255 3154 1270076 20961 11974 8987 6537 3938 558 373 1249115 25802 15523 is_linear=0 shrinkage=0.03 Tree=403 num_leaves=31 num_cat=0 split_feature=0 1 2 1 2 2 0 1 1 2 3 2 2 2 2 2 2 2 1 1 2 2 1 2 0 2 2 2 1 2 split_gain=4.81154 9.77973 20.493 10.2722 11.2027 14.1612 13.8142 11.3277 10.3223 9.85217 9.4472 18.8495 22.2032 31.3876 16.4119 15.0255 14.8455 14.0512 15.0053 15.5843 15.4476 14.5641 13.4285 13.3323 25.9167 12.4077 28.1681 16.2229 12.394 11.4301 threshold=69.500000000000014 1.5000000000000002 397.09068298339849 5.5000000000000009 1019.5778808593751 5540.9907226562509 74.500000000000014 11.500000000000002 12.500000000000002 99998.222656250015 2.5095000267028813 3985.294067382813 1317.2869262695315 418.29415893554693 6949.8193359375009 1808.673522949219 3673.1176757812505 418.29415893554693 -4.4999999999999991 1.0000000180025095e-35 142.45086669921878 65.889682769775405 -5.4999999999999991 554.91479492187511 80.500000000000014 15948.730957031252 21631.834960937504 12538.349609375002 -2.4999999999999996 432.48675537109381 decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 8 -7 9 -6 -8 11 12 13 -2 22 -14 -17 18 -12 -20 21 -21 -13 24 28 27 -27 -16 -19 -15 right_child=1 2 3 4 5 6 7 -9 -10 -11 17 14 15 29 25 16 -18 23 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=3.5392937714939825e-06 -0.0068090403219791852 -0.0092163604250184855 -0.0019130748398829382 0.0079312368843600344 -0.00073498506166076087 0.0083618284335632391 0.0016447320168366025 -0.0029616466535688966 -0.012858693750591753 0.015617379836670739 -0.016330095358797894 -0.020039667504344168 -0.023420873663884279 0.015712552713780491 0.00023842409593035792 -0.0052050249686748261 -0.027628972227323096 0.0045988048461407752 0.006957541555229891 0.014519946603447879 0.0014976716322335406 -0.027647617999512729 0.0054890506014618557 0.00011695164573114171 0.011367287003517922 0.015635531238939075 -0.0036128850834652925 -0.02027635568562371 -0.0054825828791486659 0.0020909371199124183 leaf_weight=298754.59049241967 525.54189148545265 296.39332786947489 3814.9785745218396 186.79258470237255 139.07994881272316 217.32405702769756 199.3915880471468 481.23336125910282 115.85433769226074 58.813166119158268 34.390279024839401 19.21334308385849 70.429986193776131 67.232702910900116 66.792501971125603 229.74422727525234 30.046412393450737 122.97977955639362 640.04994449019432 9.6547676026821119 512.57147115468979 31.174037024378777 532.54850035905838 16146.806258760393 102.23475462198257 83.088594198226929 387.69450655579567 72.187681168317795 1020.3919534534216 316.13014712929726 leaf_count=1298851 2178 1459 16201 937 649 881 819 2281 569 247 150 89 294 277 271 988 122 512 2623 45 2217 171 2176 68080 448 341 1641 292 4212 1299 internal_value=-3.08441e-05 -0.000418024 -0.00154306 -0.00110682 0.00109259 3.8359e-05 0.00171248 -0.000241792 -0.00624458 0.00482738 -0.000123138 -0.00189437 -0.0044681 -0.00204755 0.000851309 -0.0111305 -0.00779849 0.000105221 0.00320688 0.00376986 8.30549e-05 -0.0176763 0.00460009 -0.000113745 -0.00310426 -0.00254089 -0.000215729 -0.0104172 -0.00439824 0.00447984 internal_weight=325285 26530.8 5509.86 5213.47 1398.49 1211.7 956.762 739.438 254.934 258.205 21020.9 2400.65 1239.13 908.905 1161.53 330.221 259.791 18620.3 1227.84 1193.45 553.4 40.8288 551.762 17392.4 1245.61 609.763 470.783 138.98 1143.37 383.363 internal_count=1411320 112469 24043 22584 6383 5446 4228 3347 1218 1066 88426 9968 5158 3754 4810 1404 1110 78458 5206 5056 2433 216 2265 73252 5172 2545 1982 563 4724 1576 is_linear=0 shrinkage=0.03 Tree=404 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 0 3 1 0 0 2 0 2 2 0 0 2 1 3 3 0 0 3 2 1 2 2 2 2 2 split_gain=4.60723 32.2634 14.3772 20.7677 14.6498 13.8958 31.5667 13.8821 13.6492 26.4264 21.6024 37.311 18.0762 38.7936 23.7309 22.5267 28.3378 27.6038 13.449 13.2932 16.7977 13.1431 13.8112 49.2716 36.5974 28.7384 17.0131 16.9472 30.3322 71.7729 threshold=58553.552734375007 56351.945312500007 1.4100000262260439 44.500000000000007 1.0000000180025095e-35 3.5000000000000004 21.500000000000004 1.0000000180025095e-35 21.500000000000004 4.5000000000000009 61805.615234375007 2.5000000000000004 79088.097656250015 99998.222656250015 2.5000000000000004 2.5000000000000004 72077.554687500015 1.5000000000000002 8.545499801635744 5.4584999084472665 14.500000000000002 83.500000000000014 28.166500091552738 13381.118652343752 1.0000000180025095e-35 11728.783203125002 52584.906250000007 52584.906250000007 16701.354492187504 17172.791015625004 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 7 18 -3 9 10 11 -4 15 -14 -15 -12 17 -17 19 -7 -21 22 26 25 -25 -24 -1 28 -26 -30 right_child=2 5 8 4 -6 6 -8 -9 -10 -11 12 -13 13 14 -16 16 -18 -19 -20 20 -22 -23 23 24 27 -27 -28 -29 29 -31 leaf_value=1.9487231257090824e-05 -0.017948988660321182 0.0083434068058533296 0.024954070533258248 0.0046273393764837108 -0.0082718041711899865 0.0020404843982498753 0.015848750969500971 -0.012270871838069101 0.00078180522179347367 -0.0015686643597275628 -0.0078674370857071737 -0.013853672600704761 -0.0045622912765902702 0.0033599080629429364 -0.00061325925214651147 -0.00010597483429153948 0.012084283994015125 0.024631530555843807 -0.011112593998274444 0.0012045692463351102 0.021760535199181141 -0.0014159963827205129 0.0012826784758502607 -0.00010511015327693066 -0.016168742378392956 0.023245130033227066 0.0030902657851856227 -0.015823646920055896 0.073512103832389458 -0.0046100723339007775 leaf_weight=285063.24488917668 98.683933481574059 48.440144576132298 25.484527464956045 149.81308991461992 168.2184943407774 473.00058642029762 242.15776243433356 74.80338067561388 7508.6669182521291 12572.03825975582 119.36477936245501 178.25487824529409 1206.0022215144709 2725.531014559092 2686.5666373446584 544.40183687955141 400.53106249123812 43.869013354182243 54.208145029842854 65.454201951622963 78.91282819211483 5893.8060235269368 1414.5145904459059 715.51007999759167 223.54367879033089 55.73481559753418 1633.0889277085662 244.6894333101809 10.787272810935972 561.98386796936393 leaf_count=1217024 427 313 162 627 710 1931 1484 311 32110 51404 959 836 5731 25174 11970 2942 3101 212 240 271 329 25287 8201 5376 1906 385 7496 1328 59 3014 internal_value=-2.99205e-05 5.01841e-06 -0.00039477 -0.00592613 -0.00219549 0.00528742 0.00656284 -0.00416855 -0.00031248 -0.000713251 0.0006429 -0.00899945 0.000897166 0.000303386 0.00138763 0.00444329 0.0059294 0.00173877 0.00321451 0.00447251 0.0124407 -1.34989e-05 1.50123e-05 -0.00193673 -0.00532834 0.00211524 3.69791e-05 -0.0089184 -0.00679657 -0.00313876 internal_weight=325281 296854 28427.4 416.716 318.032 1036.98 913.734 123.244 28010.7 20502 7930.01 203.739 7726.27 6618.1 5412.1 1108.17 988.802 588.271 671.576 617.368 144.367 295817 289923 3226.76 1756.51 1470.25 286696 1041 796.315 572.771 internal_count=1411320 1274955 136365 1764 1337 4879 4255 624 134601 102491 51087 998 50089 42875 37144 7214 6255 3154 2771 2531 600 1270076 1244789 20269 11683 8586 1224520 6307 4979 3073 is_linear=0 shrinkage=0.03 Tree=405 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 2 2 1 1 0 1 2 1 1 2 2 0 2 3 3 2 2 0 0 0 1 0 split_gain=6.37016 22.0576 42.9178 47.1034 27.8407 27.0182 22.0561 31.1007 45.4193 29.0538 21.0652 19.0808 19.4201 16.2645 15.716 15.4834 14.7163 26.8436 62.2455 14.5852 14.145 37.6569 26.6539 29.1155 22.5892 32.3756 21.4193 25.6337 18.2707 16.5214 threshold=7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 5.5000000000000009 2492.341430664063 13908.505371093752 2.5000000000000004 23051.732421875004 14858.619628906252 -1.4999999999999998 1.0000000180025095e-35 5.5000000000000009 1.0000000180025095e-35 1383.2932128906252 -1.4999999999999998 1.0000000180025095e-35 16701.354492187504 17636.074218750004 3.5000000000000004 28052.395507812504 1.7404999732971194 1.469500005245209 34238.300781250007 56351.945312500007 44.500000000000007 78.500000000000014 72.500000000000014 -8.4999999999999982 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 11 3 4 5 13 10 8 9 -8 -5 19 14 -3 -13 -4 -11 -18 -19 -1 -2 22 24 -24 28 -26 27 -23 -22 -25 right_child=20 2 15 6 -6 -7 7 -9 -10 16 -12 12 -14 -15 -16 -17 17 18 -20 -21 21 26 23 29 25 -27 -28 -29 -30 -31 leaf_value=0.022085649075245479 6.3070951780614098e-05 -0.038165476904090903 0.0034476866065161435 -0.07654566849478521 -0.0029381569346846109 0.001740427808850758 0.067816025489390364 -0.0062120533789741155 -0.011113455336731031 0.018680490968125126 -0.015326118181968003 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632.5334512218833 leaf_count=382 1124679 124 15938 60 9261 22223 71 7989 816 1081 1146 288 2886 116 398 87633 390 63 309 5128 226 90554 1431 1985 548 1548 18652 5759 7310 2757 internal_value=3.28341e-05 0.000458822 0.000242432 -0.00162208 -0.00017127 0.00142923 -0.00533556 -0.00463569 0.00383502 0.0121495 -0.0181663 0.00364458 0.000267785 -0.020369 -0.00923392 0.00101069 0.00992685 0.00248177 0.0151495 0.00642111 -8.53171e-06 -0.00060806 0.00219687 0.00535509 0.000193531 -0.00549946 -0.000989948 -0.00134169 0.00173287 0.00770143 internal_weight=325353 28797.2 26965.6 7868.71 5658.15 3584.63 2210.56 2096.22 328.892 211.342 114.341 1831.61 826.466 50.4545 156.852 19096.9 203.227 109.822 63.5007 1005.15 296556 31639.4 3791.46 1471.57 2319.89 493.77 27847.9 23625.3 1826.12 1124.05 internal_count=1411751 156302 147220 43649 31724 22463 11925 10719 2730 1914 1206 9082 3572 240 686 103571 1843 762 372 5510 1255449 130770 15805 6173 9632 2096 114965 96313 7536 4742 is_linear=0 shrinkage=0.03 Tree=406 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 2 2 2 1 0 1 2 1 1 2 2 0 2 2 2 0 2 3 3 2 2 0 split_gain=5.99665 20.8011 40.3903 44.3482 26.1934 25.2484 20.8409 29.2357 42.904 26.6962 18.4673 18.5072 19.6287 18.2146 15.1644 14.6116 14.179 25.2522 56.2589 14.1488 30.342 14.1434 22.4781 18.3716 13.3098 35.4438 25.1085 27.4407 21.2769 30.6627 threshold=7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 5.5000000000000009 2492.341430664063 13908.505371093752 2.5000000000000004 23051.732421875004 14858.619628906252 2173.7932128906255 1.0000000180025095e-35 3.5000000000000004 -1.4999999999999998 2450.0637207031255 -1.4999999999999998 1.0000000180025095e-35 16701.354492187504 17636.074218750004 5.5000000000000009 1850.3489990234377 1117.6546630859377 1681.4685058593752 6.5000000000000009 28052.395507812504 1.7404999732971194 1.469500005245209 34238.300781250007 56351.945312500007 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 10 3 4 5 14 13 8 9 -8 11 12 -1 -5 -3 -4 -11 -18 -19 -13 -21 23 -23 -14 -2 26 28 -28 -26 -30 right_child=24 2 15 6 -6 -7 7 -9 -10 16 -12 19 21 -15 -16 -17 17 18 -20 20 -22 22 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.023651980307903692 6.11788304554973e-05 -0.0037844000890133629 0.0033504930981446499 -0.07052564172597621 -0.0028494658545080032 0.001688594800541856 0.064783622722777018 -0.0060236012312689727 -0.010796644934315536 0.018359721185542872 0.0094855011883032726 -0.0097398900237205318 0.020462157904281107 -0.014948166014732275 -0.036575080809433377 0.00069002770082402063 -0.014578954292963919 0.071477754985546441 0.00066657990844130584 0.0064009343512375161 -0.0086637633087664583 -0.015600739974438477 0.0037012449010345606 0.0005962713940394997 0.0016813594578016491 -0.00096026577812595047 -0.0021668588842528387 0.007479681064373662 -0.01810085986504786 -0.00095577837392771996 leaf_weight=48.25340611487627 264916.25146793202 26.307415455579758 2085.8065908979625 5.5802826322615138 2073.915512688458 3533.389733734075 8.2374080847948772 1767.9303944930434 117.371895423159 92.204266177490354 374.19577122479677 151.42619189620018 93.136698819696903 108.44838446378708 24.527186423540115 17004.657607579604 45.878899157047272 12.569737911224363 51.348970152437687 317.95173551142216 193.59230464696884 60.730559952557087 512.79516652971506 76.151675067842007 1825.6748084127903 27847.375990098342 347.55598374456167 1122.6835576742887 126.14729361236095 367.02240550518036 leaf_count=370 1124679 126 15938 60 9261 22223 71 7989 816 1081 1827 663 587 1146 114 87633 390 63 309 1380 828 333 2684 410 7536 114965 1431 4742 548 1548 internal_value=3.18533e-05 0.000445248 0.000235237 -0.0015736 -0.000166085 0.00138658 -0.00517787 -0.00449823 0.00373336 0.0118451 0.00354196 0.00201239 0.00511083 -0.017668 -0.0196056 0.000980708 0.00968636 0.00240277 0.0145917 -0.00168473 0.000699745 0.00390639 0.00165736 0.0115258 -8.27494e-06 -0.000589864 0.00213235 0.0051993 0.000187787 -0.0053413 internal_weight=325339 28786.4 26958.2 7867.71 5658.14 3584.22 2209.57 2095.54 327.611 210.239 1828.23 1454.04 791.068 114.029 50.8346 19090.5 202.002 109.798 63.9187 662.97 511.544 742.814 573.526 169.288 296553 31636.5 3789.08 1470.24 2318.84 493.17 internal_count=1411751 156302 147220 43649 31724 22463 11925 10719 2730 1914 9082 7255 4384 1206 240 103571 1843 762 372 2871 2208 4014 3017 997 1255449 130770 15805 6173 9632 2096 is_linear=0 shrinkage=0.03 Tree=407 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 2 2 2 1 0 1 1 1 1 2 2 2 2 0 0 2 2 2 3 0 2 0 split_gain=5.64527 19.6172 38.0129 41.7536 24.6437 23.7194 19.6916 27.4845 40.5298 24.5469 17.4 17.4734 18.8892 15.848 14.4141 13.7878 13.6527 23.7658 51.0941 13.4482 21.0353 17.6287 13.3534 28.5606 13.2924 12.5237 33.3553 24.3238 21.6081 20.1536 threshold=7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 5.5000000000000009 2492.341430664063 13908.505371093752 2.5000000000000004 23051.732421875004 14858.619628906252 2173.7932128906255 1.0000000180025095e-35 3.5000000000000004 -1.4999999999999998 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 16701.354492187504 17636.074218750004 1117.6546630859377 1681.4685058593752 6.5000000000000009 5.5000000000000009 1850.3489990234377 1383.2932128906252 28052.395507812504 1.7404999732971194 61.500000000000007 61805.615234375007 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 10 3 4 5 14 13 8 9 -8 11 12 -1 -5 -3 -4 -11 -18 -19 21 -21 -14 24 -24 -13 -2 27 28 -27 -28 right_child=25 2 15 6 -6 -7 7 -9 -10 16 -12 22 19 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 26 29 -29 -30 -31 leaf_value=0.02331353332071965 5.934348249830027e-05 -0.035390366621733879 0.0032558796558554808 -0.065314769048747862 -0.0027634761115215749 0.0016382957490210376 0.061927015082175033 -0.0058410026801541297 -0.010488419024979202 0.0180418339775264 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366.34221494942904 620.20677834749222 4222.5841138875112 leaf_count=370 1124679 124 15938 60 9261 22223 71 7989 816 1081 1827 288 587 1146 116 87633 390 63 309 333 2684 410 1380 828 375 11542 96313 1610 2653 18652 internal_value=3.09014e-05 0.000432083 0.000228251 -0.00152665 -0.000161096 0.00134526 -0.00502491 -0.00436489 0.00363461 0.0115492 0.00344219 0.001956 0.00497314 -0.0171828 -0.0189833 0.000951607 0.00945232 0.0023274 0.0140645 0.00379793 0.00160914 0.011258 -0.00163522 0.000678416 -0.00947409 -8.02692e-06 -0.000572194 0.0020692 0.0012825 -0.00093145 internal_weight=325327 28775.6 26950.6 7866.39 5657.84 3583.55 2208.55 2094.83 326.332 209.133 1824.99 1451.39 788.738 113.722 50.9233 19084.3 200.776 109.744 64.2976 741.241 573.094 168.146 662.652 511.642 151.011 296551 31635.2 3787.55 3421.21 27847.6 internal_count=1411751 156302 147220 43649 31724 22463 11925 10719 2730 1914 9082 7255 4384 1206 240 103571 1843 762 372 4014 3017 997 2871 2208 663 1255449 130770 15805 14195 114965 is_linear=0 shrinkage=0.03 Tree=408 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 2 2 2 1 0 2 1 1 2 2 1 2 2 0 0 2 2 1 2 3 3 2 split_gain=5.31446 18.5 35.7741 39.3123 23.1858 22.1821 18.6044 25.8398 38.2885 22.5888 16.394 16.497 18.1738 13.9219 13.8632 13.1381 22.3759 46.5993 13.0094 12.7852 19.6909 16.9128 12.6054 26.8843 12.6293 12.0072 11.7844 31.391 23.0507 26.0359 threshold=7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 5.5000000000000009 2492.341430664063 13908.505371093752 2.5000000000000004 23051.732421875004 14858.619628906252 2173.7932128906255 1.0000000180025095e-35 3.5000000000000004 2450.0637207031255 -1.4999999999999998 1.0000000180025095e-35 16701.354492187504 17636.074218750004 -1.4999999999999998 1117.6546630859377 1681.4685058593752 6.5000000000000009 5.5000000000000009 1850.3489990234377 1383.2932128906252 1.0000000180025095e-35 28052.395507812504 1.7404999732971194 1.469500005245209 34238.300781250007 decision_type=2 2 2 2 2 2 2 2 2 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 4 5 13 14 8 9 -8 11 12 -1 25 -5 -11 -17 -18 -4 21 -21 -14 24 -24 -13 -3 -2 28 -28 -30 right_child=26 2 18 6 -6 -7 7 -9 -10 15 -12 22 19 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.022978085517138761 5.7563168898988143e-05 -0.027307659114779097 0.0031637862263584663 -0.060754484729635586 -0.0026801033711197552 0.0015894855280406493 0.059238865816969938 -0.0056640630528824914 -0.010188569751975131 0.017726822265481997 0.0089537966367499704 -0.01928465223358521 0.019729558868441317 -0.034437542417849146 -0.01421277894877019 -0.01398140607561553 0.063711584628532117 0.00062676162626087192 0.00064943713383503647 -0.014449366363234333 0.0034950066045416998 0.0005613682067458801 0.0060028782781266646 -0.0081882533047525942 -0.0017192656771834293 0.013750264500751652 0.00014461232906710998 -0.00090355650861336716 -0.0022267198686562926 0.0071723457552548778 leaf_weight=46.755789704620838 264916.22165208682 10.896987587213518 2078.4650640669279 6.0865904614329329 2074.6462745070457 3531.8867953814333 8.4723256900906545 1769.0193642675877 117.03147108852863 89.887575258500874 373.00680749118328 64.27415843307972 90.919952176511288 24.799027264118195 107.33580692112446 45.025399215519428 13.257356658577917 51.382921651005745 16999.760853113607 61.679735362529755 510.98835450410843 76.106817416846752 318.9823971092701 192.7419758439064 86.304218918085098 15.570049509406088 2317.7126037105918 27846.068160978146 347.45055515319109 1121.0729833990335 leaf_count=370 1124679 57 15938 60 9261 22223 71 7989 816 1081 1827 288 587 114 1146 390 63 309 87633 333 2684 410 1380 828 375 69 9632 114965 1431 4742 internal_value=2.99789e-05 0.000419305 0.000221475 -0.00148104 -0.000156223 0.0013051 -0.00487652 -0.00423555 0.00353865 0.0112613 0.00334517 0.00190113 0.00483891 -0.0182869 -0.0167103 0.00922438 0.00225534 0.0135651 0.000923361 0.00369235 0.00156229 0.0109955 -0.00158733 0.000657761 -0.00921703 -0.00315407 -7.78578e-06 -0.000555074 0.00200786 0.00494854 internal_weight=325314 28765.3 26943.5 7865.3 5657.8 3583.15 2207.5 2094.08 325.057 208.026 1821.76 1448.75 786.451 51.2661 113.422 199.553 109.666 64.6403 19078.2 739.695 572.668 167.027 662.303 511.724 150.578 26.467 296549 31632.3 3786.24 1468.52 internal_count=1411751 156302 147220 43649 31724 22463 11925 10719 2730 1914 9082 7255 4384 240 1206 1843 762 372 103571 4014 3017 997 2871 2208 663 126 1255449 130770 15805 6173 is_linear=0 shrinkage=0.03 Tree=409 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 0 2 3 2 0 1 2 2 0 2 2 0 2 2 1 0 2 0 2 2 0 1 0 2 split_gain=5.15002 11.1168 14.808 13.5868 23.5837 25.2005 14.0164 12.5778 10.2165 10.0079 9.5481 8.97217 8.42338 19.7077 16.4498 11.5497 8.76074 8.0972 18.2906 11.1664 8.47742 14.2171 8.88814 7.95163 8.9629 7.42529 8.13671 6.94984 6.50389 8.41486 threshold=11.500000000000002 23.500000000000004 4591.9587402343759 23.500000000000004 12255.386718750002 45.500000000000007 39.500000000000007 478.39485168457037 1.0205000042915346 202.77236938476565 25.500000000000004 34.500000000000007 13381.118652343752 5664.3623046875009 26.500000000000004 2534.145385742188 1608.1567382812502 56.500000000000007 1317.2869262695315 342.58499145507818 19.500000000000004 66.500000000000014 2855.797973632813 89.500000000000014 68839.980468750015 195.13675689697268 55.500000000000007 26.500000000000004 31.500000000000004 4881.8349609375009 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 12 -2 -8 25 -6 23 13 14 -5 16 -16 -11 19 -19 22 -22 -20 -10 -25 26 -3 -15 29 -17 right_child=1 3 -4 6 5 -7 8 -9 11 17 -12 -13 -14 27 15 28 -18 18 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=4.5100893053551105e-05 0.022049436677412621 -0.0070431205036064161 0.0051731258800727098 -0.018837445478334491 0.0025815678244457208 -0.0008642970185917863 0.0098865250762802653 -0.0091794402030792813 -0.0034229421712221194 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19.193713173270226 134.50855374336243 21.389017522335052 leaf_count=1384391 60 1186 2099 124 145 1258 330 622 2427 8363 1722 3963 676 97 236 108 98 409 317 408 82 195 1202 72 88 243 106 78 557 89 internal_value=2.90833e-05 -0.00086046 0.00286118 -0.00132768 -0.00256981 -0.00739184 0.000598021 -0.00612078 -0.000810618 -0.00115339 -0.0123162 -0.00137464 0.00506557 0.00218913 0.00515449 0.00741807 -0.00321777 -0.000563941 -0.00374959 0.00519915 -0.00714806 0.00306776 -0.00905183 -0.0043365 -0.0182582 -0.00751485 -0.00503706 -0.0167864 0.0113414 0.0208881 internal_weight=325303 5753.96 641.787 5112.17 3107.65 705.583 2004.52 131.378 1524 2402.07 402.178 1447.67 480.524 315.213 272.611 249.108 67.1284 2198.37 541.284 148.984 392.3 61.6233 330.677 562.694 34.6507 203.698 171.588 42.6018 181.98 47.4715 internal_count=1411751 27360 2781 24579 15636 3125 8943 682 6880 12511 1867 6550 2063 1387 1212 1088 334 10976 2613 817 1796 277 1519 2587 160 1535 1292 175 754 197 is_linear=0 shrinkage=0.03 Tree=410 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 1 0 2 2 1 2 1 2 2 1 0 2 0 1 2 2 1 1 1 1 1 0 2 1 2 split_gain=3.21809 9.67235 3.78232 14.2147 8.55002 7.68978 13.1961 8.00169 7.08727 16.6129 10.3582 7.66968 6.26027 4.50068 4.18513 3.52916 13.0901 5.82522 6.23957 4.76997 15.2752 4.16005 4.35482 5.45866 4.1082 8.32627 9.517 4.00802 13.196 8.45196 threshold=32.500000000000007 37.500000000000007 49.500000000000007 10010.478027343752 8322.3417968750018 38.500000000000007 89.500000000000014 1268.2044067382815 2320.079467773438 42.500000000000007 2808.646850585938 41.500000000000007 225.0559997558594 11465.855468750002 37.500000000000007 74.500000000000014 29989.942382812504 70.500000000000014 63.500000000000007 3501.286010742188 3365.596557617188 92.500000000000014 75.500000000000014 82.500000000000014 58.500000000000007 70.500000000000014 82.500000000000014 7269.3449707031259 57.500000000000007 10010.478027343752 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 9 12 -10 14 -3 -5 -12 17 24 18 19 20 -9 22 -18 -24 -17 -26 -27 -21 29 -29 right_child=1 2 5 13 -6 7 -8 15 10 -11 11 -13 -14 -15 -16 16 21 -19 -20 27 -22 -23 23 -25 25 26 -28 28 -30 -31 leaf_value=1.1674510170929186e-05 0.013878027589067591 0.00054143763681900408 0.011403985981475427 0.025980303433717093 -0.030639657532018874 0.016973646878529015 -0.021631551812508382 0.00066684454478876042 0.012260816016296574 0.011063629991269489 -0.0081430968123611287 -0.025072007174185607 -0.02442722866794762 0.0062421012111932243 0.0052980988269545398 -0.017929812992131373 0.0023002857567890954 0.012277858529936235 -0.0138009089316631 0.010443823935013011 -0.032081617594275136 -0.014359456481876524 0.031368275900018346 0.0041593126982842196 0.010768015474932792 -0.024883097134723604 0.0027201196668803795 -0.015386058672942439 -0.020595297033612143 0.010969457359911018 leaf_weight=324083.64322219347 55.214330032467842 11.182316765189169 125.99911706149578 12.419384017586706 11.539967238903044 25.933622673153877 11.911170739680527 132.57705646753311 42.551430925726891 21.79132154583931 44.787750527262688 15.164112716913221 47.116544827818871 63.845261946320534 39.005493015050888 40.099026009440422 41.266546975821257 40.802973806858063 26.138405054807663 69.149489179253578 14.190868198871611 8.0921036000363511 13.382896706461906 13.162833407521248 19.355821013450623 25.501888230443001 20.103113193064928 13.141740933060644 20.210319101810455 65.695309266448021 leaf_count=1406436 230 64 524 50 50 109 60 538 175 95 190 64 229 258 163 178 195 169 107 287 57 196 74 66 79 105 107 54 84 280 internal_value=1.71511e-05 0.00164349 0.00099152 -0.00178637 -0.00546411 0.00217423 0.00855074 0.000680712 -0.00415307 -0.0112845 -0.000116851 -0.00543922 -0.019638 0.00945639 -0.00188626 -6.99671e-05 -0.00352088 0.00156523 0.00028378 0.00145265 -0.00249958 0.00597164 0.00839777 0.0178766 -0.0103791 -0.00571821 -0.0127153 0.00490134 0.00103188 0.00657612 internal_weight=325175 1091.33 1036.12 309.404 233.139 726.714 137.91 588.804 221.599 80.0902 141.509 98.9574 58.2989 76.2646 83.7932 562.87 180.964 381.906 341.103 314.965 146.768 75.9044 67.8123 26.5457 105.06 64.9608 45.605 168.197 99.0474 78.8371 internal_count=1411273 4837 4607 1338 1030 3269 584 2685 980 388 592 417 293 308 353 2576 1000 1576 1407 1300 595 531 335 140 469 291 212 705 418 334 is_linear=0 shrinkage=0.03 Tree=411 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 2 1 2 0 2 0 2 0 0 0 1 2 0 0 0 2 1 0 3 2 1 1 2 0 2 split_gain=3.03171 9.12183 3.58618 18.7815 6.16299 9.02005 16.8377 9.20134 6.21075 7.75916 6.17567 5.2454 5.11788 7.27528 12.071 7.01806 6.35174 6.19129 11.3696 4.74806 6.60255 17.0508 12.6696 6.05078 4.58385 4.02391 7.20005 3.96136 3.8571 3.69962 threshold=32.500000000000007 37.500000000000007 3501.286010742188 3365.596557617188 50.500000000000007 2406.084106445313 42.500000000000007 2713.268676757813 78.500000000000014 1317.2869262695315 56.500000000000007 2966.459106445313 73.500000000000014 70.500000000000014 68.500000000000014 60.500000000000007 35406.285156250007 65.500000000000014 63.500000000000007 59.500000000000007 9759.5722656250018 44.500000000000007 47.500000000000007 1.0619999766349795 225.0559997558594 88.500000000000014 76.500000000000014 5423.7912597656259 43.500000000000007 4232.3850097656259 decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -7 9 -6 -11 -12 13 14 17 -15 -14 18 19 20 21 22 -4 -22 -3 26 -18 -16 -9 -20 right_child=1 2 12 -5 8 7 -8 28 -10 10 11 -13 16 15 27 -17 25 -19 29 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.1324293898555161e-05 0.013490053377953178 -8.9859660271600315e-05 -0.0050950968123284913 -0.028077395972351784 0.021702564732284785 0.015314501727581456 0.0075950741604035839 0.0023660723454409015 -0.016610232687765528 0.0085147017111653674 -0.012707519243296272 0.0045065283470295354 -0.0051323970821712727 0.02591390466662858 -0.028521075740829169 0.00058893307746510132 0.0029455579338141542 0.015663141642168865 -0.0019222702172161951 0.013252759606614813 0.020675395668181936 -0.027514957314258296 0.022979146980150907 0.0042442761957223159 -0.020857789488681333 -0.0085938065943173911 0.025846917402574381 -0.0047620001726816239 -0.015128591522388907 -0.023102467999329548 leaf_weight=324083.57046113582 55.099979788064957 11.362453639507292 44.968162462115288 22.218183755874634 23.544691026210785 36.250732719898224 35.873005107045174 27.640376806259155 12.007722221314905 83.715261459350586 31.056275680661201 32.712452441453934 142.2511988542974 25.727950543165207 13.032855764031412 15.956064239144323 51.339134849607944 39.372573524713516 12.671827226877214 50.60654616355896 24.460327818989754 20.251293167471886 21.329673901200294 115.01515139639378 60.465394638478756 15.269923178944735 16.271234944462776 12.254251778125761 19.235054805874825 17.916768029332161 leaf_count=1406436 230 65 189 90 98 150 153 114 62 341 125 132 632 108 53 66 238 163 52 212 100 88 97 473 285 230 87 51 78 75 internal_value=1.66364e-05 0.00159624 0.000962914 -0.00127977 0.000312776 -0.00345955 -0.00918969 0.0039646 0.00424566 0.00570993 0.00315683 -0.00387696 0.0023537 0.00433507 0.00300291 0.0162199 -0.00128606 0.00446284 0.00302743 0.00494654 0.00308679 -0.00342225 0.00393709 0.00712586 -0.0175725 0.00531558 0.00845704 -0.0170073 -0.00481276 -0.0143282 internal_weight=325173 1089.88 1034.78 396.082 373.863 190.827 107.701 83.1262 183.036 171.029 147.484 63.7687 638.695 413.563 371.879 41.684 225.131 346.592 307.22 276.631 226.025 86.5491 66.2978 139.475 71.8278 82.8803 67.6104 25.2871 46.8754 30.5886 internal_count=1411273 4837 4607 1693 1603 845 503 342 758 696 598 257 2914 1727 1553 174 1187 1449 1286 1159 947 374 286 573 350 555 325 104 192 127 is_linear=0 shrinkage=0.03 Tree=412 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 0 2 2 2 0 2 0 0 3 1 2 2 2 2 0 0 2 0 2 0 2 2 2 split_gain=2.85597 8.60313 3.41985 7.19838 23.561 23.6923 17.3302 38.674 20.2472 17.4166 17.9951 21.535 14.612 13.3093 13.1042 13.0749 11.586 12.9997 9.78285 9.67676 12.414 20.1024 13.7882 10.1704 9.02349 8.9006 9.41433 20.7127 9.0139 8.91818 threshold=32.500000000000007 37.500000000000007 11.500000000000002 32.500000000000007 3673.1176757812505 317.97758483886724 4973.6452636718759 48.500000000000007 8136.8720703125009 308.83364868164068 586.10861206054699 43.500000000000007 377.98133850097662 37.500000000000007 53.500000000000007 1.1054999828338625 15.500000000000002 89168.484375000015 1898.8924560546877 1317.2869262695315 2320.079467773438 26.500000000000004 24.500000000000004 3575.3942871093755 34.500000000000007 5083.1333007812509 18.500000000000004 10727.411621093752 5797.4450683593759 8654.3632812500018 decision_type=2 2 2 2 2 2 2 2 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 -4 9 8 -8 -5 12 18 -11 -10 -9 -14 25 -18 -12 -7 -21 22 23 -22 -20 -6 29 28 -28 -27 right_child=1 -3 3 6 16 19 7 14 13 10 11 -13 15 -15 -16 -17 17 -19 24 20 21 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=2.2716873683529519e-05 0.013113291274870733 0.00093505818311502445 0.022908668353226736 -0.0053215314784430508 -0.015669867339427806 -0.0019165244683877784 -0.022743894342476992 0.013233628765929034 -0.013262083589034737 -0.00036654451220805462 -0.0032627426008783461 -0.0020514116370176413 -0.0071996861449216288 -0.0023472382620923667 -0.0010296761304962737 0.023232835804635744 0.0065934332868910457 -0.017257609886076927 0.016984957727761357 -0.024042109397730813 -0.018229052792633569 0.012902960366699879 -0.02063089573992849 0.012483031609032977 0.0055223672847347482 -0.016156811466283203 0.021945577579735368 -0.012560567416518023 0.0012262399074762023 0.0073217422898917165 leaf_weight=319453.49903968163 54.984356433153152 1033.6405050796457 25.114313885569572 432.28318155556917 32.130897417664528 171.29069408774376 101.48287796974182 65.140856124460697 199.03840909898281 60.859842225909233 85.712609991431236 992.70310338586569 15.083652794361113 203.18722528219223 526.7212822213769 80.60322043299675 617.04724298417568 21.275709375739098 78.857199937105179 53.234005078673363 15.602978616952894 34.568725630640984 76.73341991007328 25.669429391622543 285.8999916613102 15.812001213431357 23.731981813907623 113.48917330801487 92.764830484986305 183.96172396838665 leaf_count=1384019 230 4607 137 3019 131 991 633 290 974 364 418 4836 102 986 2199 415 2537 88 325 261 74 149 409 124 1176 64 95 481 377 762 internal_value=1.61375e-05 0.00155016 1.09846e-05 -0.000798502 0.00090819 -0.00530524 -0.00161836 -0.00465968 -0.0107695 2.13865e-05 0.00146517 0.000417227 0.011126 -0.00774837 0.000540155 0.0184356 0.00317968 0.00579846 0.00585738 -0.00718425 -0.0115685 -0.00721638 -0.0131102 0.000872369 0.00800048 -0.000439417 0.000699285 -0.00343901 0.00544705 0.00546343 internal_weight=325172 1088.62 324083 4630 1502.43 402.214 3127.57 1095.57 503.709 2032 1599.72 1443.17 156.547 402.226 591.862 95.6869 1100.21 638.323 450.47 377.099 205.809 152.575 118.006 41.2724 364.757 461.891 429.76 229.986 116.497 199.774 internal_count=1411273 4837 1406436 22417 6680 2145 15737 5082 2593 10655 7636 6755 881 1960 2489 517 4535 2625 1919 2008 1017 756 607 198 1501 1910 1779 953 472 826 is_linear=0 shrinkage=0.03 Tree=413 num_leaves=31 num_cat=0 split_feature=2 2 0 1 3 0 0 3 3 0 0 1 0 2 0 0 1 1 0 2 2 0 1 2 1 2 3 2 2 2 split_gain=2.79664 30.2766 19.9175 25.2785 18.5716 18.152 18.0648 34.2319 29.1949 16.246 30.0138 15.5607 23.1127 15.81 23.9283 29.8722 14.7151 14.6931 13.5055 35.0028 42.3326 58.0797 57.7217 31.9446 34.3786 27.3443 27.5282 26.0201 23.5893 34.3564 threshold=58553.552734375007 56351.945312500007 1.5000000000000002 1.0000000180025095e-35 1.4100000262260439 44.500000000000007 3.5000000000000004 21.500000000000004 8.545499801635744 58.500000000000007 68.500000000000014 4.5000000000000009 6.5000000000000009 61805.615234375007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 4.5000000000000009 15166.320312500002 47761.341796875007 2.5000000000000004 1.0000000180025095e-35 42648.800781250007 -1.4999999999999998 3309.9538574218755 74.000000000000014 12255.386718750002 39331.130859375007 31044.129882812504 decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -4 16 8 -8 11 -11 13 -13 14 -6 -16 -3 -14 19 25 23 22 -22 28 -25 -1 27 -27 29 -21 right_child=2 6 4 -5 9 -7 7 -9 -10 10 -12 12 17 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0060969026005163237 0.013324404732041934 0.0072179318509371258 -0.017952303859849729 -0.003763920839254344 0.025779376633941219 -0.0031794416553177262 0.0050297133206376994 0.016307891182512396 -0.017455865879353164 0.0096412249624069288 0.00067419388639902147 0.027356305042251013 -0.0090097663910591319 -0.00026955755425308941 -0.019328096435627429 -0.0029621076403631118 -0.013988395433216456 -0.00044751314958958234 5.4401844398342992e-05 -0.0025302584837743679 0.012707443052937424 0.0044736567877976165 -0.019663986379853639 0.0098013503565248048 -0.016509533529872118 0.0024357628811838123 -0.0086515752564068765 0.01577864524988818 0.0049960420736003914 -0.012485694310448936 leaf_weight=404.02589753456414 210.83186980756 48.625291228294373 97.680513650178909 123.57626312226057 22.835574269294739 320.38876291364431 617.9259334653616 241.13782148808241 56.740591928362846 368.95258893817663 3754.9699040483683 19.660682842135429 452.05291175842285 21943.413390573114 117.64384704083204 683.80098482966423 74.675650984048843 300.13484477996826 289583.78332459554 1041.3794907592237 66.37592951208353 952.86383007839322 195.8481719493866 50.780605105683208 372.95744755119085 2047.6484803177882 188.62410522066057 140.56803825497627 220.79163078032434 445.42557726800442 leaf_count=2117 11994 312 429 782 117 1347 2535 1500 251 1685 16729 79 1858 96884 549 2824 312 1243 1231297 6111 444 5191 1185 371 2091 14210 2801 714 1104 2207 internal_value=1.56483e-05 4.28736e-05 -0.000268668 0.00700963 -0.000355341 -0.00663107 0.00515479 0.0066062 0.00313864 -0.000260498 0.00147644 -0.000564795 -0.00475399 -0.000422777 -0.00450167 -0.00536447 -0.00562541 -0.00559329 2.49108e-05 -0.00136888 -0.00343587 0.00103293 -0.0114699 -0.00598355 -0.0133564 0.00111848 0.00234499 0.00329289 -0.00415398 -0.00551276 internal_weight=325166 296750 28415.9 334.408 28081.5 418.069 1039.11 915.804 674.667 27663.5 4123.92 23539.5 771.848 22767.7 824.28 801.445 123.301 752.188 295711 6127.29 3346.42 1215.09 262.224 2131.33 423.738 2780.87 2376.84 2188.22 1707.6 1486.81 internal_count=1411273 1274753 136520 12776 123744 1776 4910 4286 2786 121968 18414 103554 3180 100374 3490 3373 624 3101 1269843 38546 18704 6820 1629 11884 2462 19842 17725 14924 9422 8318 is_linear=0 shrinkage=0.03 Tree=414 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 0 2 0 1 2 1 0 2 2 0 2 2 0 1 2 0 0 0 0 0 2 0 2 split_gain=2.70194 27.8534 52.3581 75.952 35.8706 25.43 68.9914 65.1609 56.1129 34.6693 37.8647 30.6149 23.3817 23.1246 28.2935 22.6178 18.7136 55.7279 26.8015 18.3223 17.9795 21.683 17.9145 29.6805 26.731 16.8653 16.6538 49.0772 25.5294 23.9438 threshold=912.96624755859386 1499.682556152344 10.500000000000002 44.500000000000007 1421.1920166015627 37.500000000000007 28.500000000000004 14.500000000000002 931.96960449218761 21.500000000000004 -5.4999999999999991 1019.5778808593751 22.500000000000004 32.500000000000007 957.19903564453136 1049.1593017578127 24.500000000000004 1117.6546630859377 957.19903564453136 31.500000000000004 1.0000000180025095e-35 1317.2869262695315 26.500000000000004 23.500000000000004 21.500000000000004 15.500000000000002 11.500000000000002 1117.6546630859377 12.500000000000002 1049.1593017578127 decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 6 7 11 22 10 25 -4 -7 14 19 -15 -11 18 -18 -8 -12 -22 23 24 -9 -10 27 29 -28 -13 right_child=1 -3 3 -5 -6 12 13 8 9 16 20 26 -14 15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00012254099031516714 -0.004535820018757063 -2.1887365529628266e-05 -0.0023057684293708767 -0.0011402426534202854 0.014784194634065863 0.0063065450115658995 0.041598219560121677 0.019504036375390155 -0.045324321318600862 -0.0029416788956452894 0.0083406394118054044 -0.039026234556080244 -0.023500763375285599 -0.00711717949203258 -0.0076728474765503053 0.0037786375216713 -0.0067278807439570864 0.0020746511016591124 0.032084594529632186 0.0022187881073804979 0.01939671177782646 0.00017069184673833271 0.053535342131477114 -0.0078399526263503716 0.051227482489982726 -0.0049248417882538286 0.010115398179425975 0.0055368612636920861 0.0016560245297436722 -0.0068460729206102737 leaf_weight=91948.711347648874 1723.9134547840804 216397.71289998782 1249.9381560534239 5111.6690442562103 91.058642260730267 2425.212995827198 16.706890746951103 106.68738462030888 12.579965651035307 344.56518870592117 579.30596931278706 22.415932819247246 23.918611779808998 239.81838490068913 798.1298103928566 601.57887561619282 19.451876059174538 627.72255448997021 90.561412259936333 29.252162128686905 352.97077208757401 62.079094499349594 16.756062164902687 26.909379839897156 30.808790549635887 35.669940233230591 625.58349870145321 592.45030891895294 659.61595232784748 290.35453920066357 leaf_count=392491 7782 945651 5615 22228 424 10187 69 472 66 1454 2537 102 117 1002 3332 2517 84 2621 388 122 1476 267 71 115 131 180 2840 2668 2972 1292 internal_value=1.51835e-05 6.94858e-05 0.00124591 0.00182849 -0.00356652 0.00336427 0.0024906 0.00405602 0.00795797 0.00659157 0.0104958 0.00144055 0.00601544 -0.0028465 -0.00635484 0.000673069 0.00283051 0.00552645 0.025222 0.0165339 0.0117552 0.0165211 0.023985 0.0209733 0.0266123 -0.015458 0.00357835 0.000461454 0.00577371 -0.00915239 internal_weight=325154 233205 16807.7 14992.7 1814.97 9881.04 7431.91 5746.43 2306.07 2124.91 1042.61 3440.36 2449.13 1685.49 844.089 841.397 1082.3 737.736 110.013 45.9591 994.356 415.05 181.162 164.406 137.496 48.2499 2190.42 905.221 1285.2 312.77 internal_count=1411273 1018782 73131 64925 8206 42697 32393 25351 9862 9073 4526 15489 10304 7042 3523 3519 4547 3093 472 191 4280 1743 789 718 603 246 9874 4062 5812 1394 is_linear=0 shrinkage=0.03 Tree=415 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 1 0 0 0 0 1 0 2 0 2 1 1 2 2 0 2 2 0 2 2 0 2 2 2 2 split_gain=2.75467 8.84051 8.7416 6.38605 15.8282 7.48083 6.52772 5.83147 5.74195 5.73803 5.20763 5.25484 4.85596 4.46052 25.6324 13.999 13.2926 12.3785 22.2389 12.5327 21.7484 9.90848 8.37072 9.39464 7.82611 7.22814 12.9771 8.69174 7.93412 15.5105 threshold=-12.499999999999998 13.500000000000002 269.47608947753912 5083.1333007812509 8492.8930664062518 -21.499999999999996 3.5000000000000004 5.5000000000000009 41.500000000000007 1.5000000000000002 -17.499999999999996 3.5000000000000004 3141.066528320313 34.500000000000007 25386.748046875004 -16.499999999999996 -17.499999999999996 32150.583984375004 65292.480468750007 18.500000000000004 2583.655151367188 9536.4326171875018 71.500000000000014 18122.241210937504 5797.4450683593759 14.500000000000002 14538.825683593752 11197.012207031252 756.59011840820324 877.87664794921886 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 -1 -8 -3 -6 -11 -12 -9 16 15 21 25 19 -19 20 -18 -15 23 -17 -24 26 27 -4 -27 -30 right_child=-2 2 13 4 9 -7 7 12 -10 10 11 -13 -14 14 -16 22 17 18 -20 -21 -22 -23 24 -25 -26 28 -28 -29 29 -31 leaf_value=0.03242102200374003 1.407230369623707e-05 0.013541738599397462 -0.01342693726943194 -0.041607383088008029 0.030377971372570849 -0.0053007780902007392 -0.014682109657331792 0.0043702760065800397 0.0028814189525706063 0.00111112135251865 -0.0070141800698600362 0.0094340311330655853 0.016458604281035866 -0.0058523965061354688 0.017215511173883077 0.0059193251721147535 -0.01215468725625769 -0.020800819595503586 0.006360302383622651 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internal_value=2.307e-05 0.000870456 8.09999e-05 0.0038205 0.00241894 -0.0235161 0.00950622 0.00770868 0.00540339 0.00336824 0.0030257 0.00746703 0.00948099 -0.000467464 0.00113249 -0.000369209 -0.00149439 -0.00455043 -0.0128478 -0.00260001 0.00703416 -0.00411532 0.00348066 0.00470283 -0.0108269 0.00113613 -0.0102863 0.00370942 0.00184825 0.00290316 internal_weight=325164 3416.36 2695.12 721.236 578.606 20.4308 142.63 132.255 251.782 558.175 551.185 166.032 122.554 2443.34 955.173 873.604 1488.17 688.403 131.021 557.383 99.7702 442.769 430.835 396.929 33.9061 799.762 46.9341 26.262 752.828 673.778 internal_count=1411184 20044 13833 6211 5181 130 1030 810 1369 5051 4165 1047 723 12464 5060 4561 7404 3115 536 2579 485 2393 2168 2014 154 4289 271 166 4018 3605 is_linear=0 shrinkage=0.03 Tree=416 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 0 0 1 1 2 2 2 0 2 1 1 2 2 0 2 2 0 2 2 1 2 2 2 2 split_gain=2.59735 8.34182 8.24526 6.09375 18.949 5.60337 5.60296 5.45823 5.0827 6.51629 7.24196 10.5384 4.49528 4.1988 24.3332 13.1673 12.5054 11.6925 20.9987 11.7942 20.5458 9.31386 8.07521 8.61277 11.3652 7.02868 7.02514 11.1518 12.746 10.011 threshold=-12.499999999999998 13.500000000000002 269.47608947753912 5922.5739746093759 8492.8930664062518 3141.066528320313 1.5000000000000002 41.500000000000007 -28.499999999999996 -47.499999999999993 15166.320312500002 19191.198242187504 72077.554687500015 34.500000000000007 25386.748046875004 -16.499999999999996 -17.499999999999996 32150.583984375004 65292.480468750007 18.500000000000004 2583.655151367188 9536.4326171875018 47.500000000000007 1850.3489990234377 2583.655151367188 -21.499999999999996 11197.012207031252 756.59011840820324 517.14669799804699 837.96789550781261 decision_type=2 2 2 2 2 2 2 2 2 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 7 5 -5 -1 -6 -3 9 12 -11 -12 -8 16 15 21 26 19 -19 20 -18 -15 23 -17 -25 -23 27 28 -4 -29 right_child=-2 2 13 4 6 -7 8 -9 -10 10 11 -13 -14 14 -16 22 17 18 -20 -21 -22 25 -24 24 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386.11452073603868 80.893288359045982 36.746652185916901 34.868458613753319 92.40022000670433 38.370325833559036 458.19301709532738 64.703198492527008 24.673410683870316 218.84052543342113 36.364843353629112 138.12859435379505 32.789808139204979 316.25694208219647 16.559430181980133 34.734425820410252 387.17995757609606 leaf_count=507 1391140 312 233 104 886 549 360 1057 2593 125 153 684 250 2031 499 179 174 382 154 2094 311 194 1047 225 717 168 1501 93 180 2282 internal_value=2.23831e-05 0.000845599 7.89804e-05 0.0037148 0.00232428 0.00919517 0.0032737 0.00525537 0.00293962 -0.00141736 -0.00493831 -0.00790482 0.00852141 -0.000453249 0.00109969 -0.000357801 -0.00144956 -0.00441293 -0.0124868 -0.00251997 0.00683809 -0.00398431 0.00338252 0.00756659 0.0103465 0.00728414 0.0011031 0.00337878 -0.00690505 0.00539915 internal_weight=325161 3413.21 2693.53 719.68 574.032 145.648 557.128 251.125 550.342 167.591 123.75 106.034 43.8404 2442.4 954.552 873.658 1487.85 688.535 130.771 557.765 99.5717 443.578 430.081 211.24 174.493 57.4632 799.315 483.058 79.319 403.739 internal_count=1411184 20044 13833 6211 5155 1056 5051 1369 4165 1572 962 837 610 12464 5060 4561 7404 3115 536 2579 485 2393 2168 1121 942 362 4289 2788 413 2375 is_linear=0 shrinkage=0.03 Tree=417 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 2 0 1 0 2 0 2 0 2 1 1 2 2 0 2 2 0 2 2 0 2 2 2 2 split_gain=2.44976 7.87377 7.77668 5.83244 6.15019 17.2678 5.19715 5.1878 4.8113 4.98058 4.03443 7.06273 6.6866 3.9539 23.0969 12.3873 11.7649 11.0458 19.8306 11.0997 19.4107 8.80068 7.74314 8.78493 7.28944 6.72468 11.9398 8.33671 7.03678 14.3295 threshold=-12.499999999999998 13.500000000000002 269.47608947753912 1.5000000000000002 5922.5739746093759 8492.8930664062518 3141.066528320313 41.500000000000007 -17.499999999999996 3.5000000000000004 161.9395446777344 56.500000000000007 245.54866027832034 34.500000000000007 25386.748046875004 -16.499999999999996 -17.499999999999996 32150.583984375004 65292.480468750007 18.500000000000004 2583.655151367188 4232.3850097656259 71.500000000000014 18122.241210937504 5797.4450683593759 14.500000000000002 14538.825683593752 11197.012207031252 756.59011840820324 877.87664794921886 decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 6 -6 -5 -3 -7 -10 -9 -12 -13 16 15 21 25 19 -19 20 -18 -15 23 -17 -24 26 27 -4 -27 -30 right_child=-2 2 13 4 5 8 -8 10 9 -11 11 12 -14 14 -16 22 17 18 -20 -21 -22 -23 24 -25 -26 28 -28 -29 29 -31 leaf_value=0.030364810858941018 1.3240619851139677e-05 0.012904028924996 -0.013091285538894439 0.0035455506212017009 -0.027702091021399259 0.0010173914503260834 0.014961449799592455 -0.0042002186033695361 -0.0069374300396251795 0.0090707100785743597 0.0089933410021207378 -0.018257800428164113 0.011761200575238866 -0.0061836694664953694 0.016472746594032212 0.0056533531292600851 -0.011314251827036532 -0.019684312569249924 0.005982550960943642 -0.0044115357375180955 0.016435289100012518 0.0038079511017883962 -0.024436284638359413 -0.012427214849123697 0.0033390380544714299 -0.0066749358893871949 -0.026817140452344287 0.020772723292547198 0.025938976514489214 0.0019315773847453836 leaf_weight=7.2606300901388741 321747.3220494315 58.826326496899128 13.290001869201662 76.93979362398386 17.161132909357548 384.26456338353455 67.27291963994503 54.337003380060196 19.888842143118382 145.15146604925394 108.11376808583736 18.868622750043873 10.336531355977057 340.88499221950769 80.229929715394974 369.39957709610462 35.048883572220802 92.13349711894989 38.37572705745697 458.75212115049362 64.320979088544846 103.40630719810724 16.883713096380234 25.880024030804634 17.133759930729866 79.575745925307274 20.926913045346737 12.887194011360405 23.175471499562263 648.72167132422328 leaf_count=969 1391140 312 77 507 103 3118 467 304 209 838 599 100 54 1801 499 1898 174 382 154 2094 311 592 74 116 80 413 105 89 132 3473 internal_value=2.17172e-05 0.000821647 7.70581e-05 0.00361306 0.00333975 0.00193162 0.00887088 0.00511112 0.00285742 0.00714159 0.00271918 0.00545718 -0.00763323 -0.000439504 0.00106815 -0.000346604 -0.00140643 -0.00427982 -0.0121371 -0.00244251 0.00664771 -0.00385818 0.00328762 0.00446957 -0.0104465 0.00107136 -0.00992442 0.00358017 0.0017606 0.00275965 internal_weight=325157 3409.45 2691.51 717.939 710.679 566.466 144.213 250.482 549.305 165.04 191.656 137.319 29.2052 2441.03 953.818 873.588 1487.21 688.631 130.509 558.122 99.3699 444.291 429.297 395.28 34.0175 798.577 47.1041 26.1772 751.473 671.897 internal_count=1411184 20044 13833 6211 5242 4268 974 1369 4165 1047 1057 753 154 12464 5060 4561 7404 3115 536 2579 485 2393 2168 2014 154 4289 271 166 4018 3605 is_linear=0 shrinkage=0.03 Tree=418 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 1 0 2 2 3 2 1 2 0 2 0 0 0 1 1 0 1 1 2 2 1 2 2 2 0 split_gain=2.3643 17.3734 13.7937 20.6312 58.7461 14.1156 11.8265 15.1048 13.0481 10.7534 25.6096 10.1236 9.5317 11.7569 10.6665 13.9854 13.1519 13.3895 13.5219 14.3027 12.939 9.53007 9.37508 9.31304 9.23003 9.18114 9.04332 8.44823 21.291 8.32546 threshold=-4.4999999999999991 1.5000000000000002 1681.4685058593752 4784.4965820312509 54.500000000000007 -23.499999999999996 41.500000000000007 192.35161590576175 135.51687622070315 1.1510000228881838 1898.8924560546877 -17.499999999999996 1850.3489990234377 33.500000000000007 2450.0637207031255 37.500000000000007 44.500000000000007 28.500000000000004 -14.499999999999998 -10.499999999999998 31.500000000000004 -14.499999999999998 -25.499999999999996 3432.9526367187505 782.01553344726574 -5.4999999999999991 2911.024291992188 756.59011840820324 517.14669799804699 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 -1 6 4 9 -6 7 -3 -8 10 22 27 13 -11 15 20 17 18 23 -20 -14 -19 -4 -16 -10 -24 -18 28 -9 -29 right_child=-2 2 3 -5 5 -7 8 11 24 12 -12 -13 14 -15 16 -17 26 21 19 -21 -22 -23 25 -25 -26 -27 -28 29 -30 -31 leaf_value=0.026618406052510122 2.6232761420547044e-06 0.010983471941362743 -0.012832641905349336 -0.00013329710513965658 -0.020328645129118667 -0.0043554457260118048 -0.0092900376378215153 0.007614559498145458 0.0020970194585062975 0.0028014610886530982 -0.0017581665750091714 -0.0033636269891215115 0.0068383480007914686 -0.021301435912090737 -0.0049226620158915949 0.013576734610488425 0.0038128675513103777 -0.00078720299318624373 -0.0098369547424886471 0.001855056355364666 -0.014249752022547408 0.0071795789267883768 0.019289853175637733 0.013301074189384277 -0.0040432370006188633 0.00019463687783733314 -0.0082119506812767494 0.0015370008185120534 -0.020110837952558198 0.019838456070330659 leaf_weight=22.672649226617068 309081.4278412764 73.682735040783882 12.059290632605551 6954.8238649126142 54.042442128062248 633.05325850844383 111.62331735342741 72.873372189700603 1628.7987976074219 53.221509151160717 642.01552507281303 2293.3905549049377 118.22143726795912 27.689616397023201 31.947481624782085 266.17548161000013 104.88307131826878 148.82193221896887 119.14617185294628 449.07246223092079 33.636300802230835 1469.5375875681639 97.393626049160957 120.17752815783024 254.79607340693474 29.533399298787117 121.48526638746262 45.558086529374123 37.888132318854332 43.953453436493874 leaf_count=1888 1330980 370 62 34059 242 2848 548 398 7524 274 3203 10556 616 139 189 1437 569 883 587 2226 166 7528 515 764 1184 137 545 297 200 250 internal_value=2.10704e-05 0.000375824 0.000338752 0.000893037 0.00246801 -0.00561179 -0.00105674 -0.00240322 0.000675834 0.00391186 0.00076944 -0.00279877 0.00471284 -0.0054471 0.00498841 0.00943208 0.00426422 0.00493254 0.00153016 -0.000596568 0.00216736 0.00644697 0.0124451 0.00947394 0.00126642 0.0148468 -0.0026405 0.00366963 -0.00186945 0.0105237 internal_weight=325154 16072.2 16049.5 11486.9 4532.11 687.096 4562.56 2567.35 1995.22 3845.02 781.002 2493.66 3064.02 80.9111 2983.1 418.033 2565.07 2338.7 720.344 568.219 151.858 1618.36 138.986 152.125 1883.59 126.927 226.368 200.273 110.762 89.5115 internal_count=1411184 80204 78316 56989 22930 3090 21327 12071 9256 19840 3917 11701 15923 413 15510 2219 13291 12177 3766 2813 782 8411 714 953 8708 652 1114 1145 598 547 is_linear=0 shrinkage=0.03 Tree=419 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 0 2 2 0 2 1 2 1 2 2 0 2 2 2 0 0 1 2 0 2 0 0 2 2 2 split_gain=2.28556 7.3426 7.19992 5.62755 5.71132 4.87598 4.20774 7.50996 3.86234 22.1503 13.0674 15.347 11.9632 10.2786 19.278 10.4996 18.2073 7.84599 10.8306 7.336 6.46268 11.1793 6.62671 6.44854 12.3314 6.16656 5.91892 5.65151 9.69925 9.69424 threshold=-12.499999999999998 13.500000000000002 269.47608947753912 -17.499999999999996 2.5000000000000004 41.500000000000007 28988.621093750004 45803.917968750007 36.500000000000007 25386.748046875004 -19.499999999999996 8654.3632812500018 -17.499999999999996 32150.583984375004 65292.480468750007 18.500000000000004 2583.655151367188 353.37509155273443 397.09068298339849 46.500000000000007 14.500000000000002 -19.499999999999996 14538.825683593752 55.500000000000007 1898.8924560546877 49.500000000000007 32.500000000000007 3645.8532714843755 1681.4685058593752 3673.1176757812505 decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 -1 -8 12 10 11 23 20 15 -15 16 -14 26 -19 27 21 22 -4 -10 -25 -13 -17 28 -12 -29 right_child=-2 2 8 -5 -6 -7 7 -9 9 -11 19 25 13 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.031953134867302238 1.2263969249744774e-05 0.012519118369798628 0.0090599513766353047 0.0073626345961447029 0.00077267539458656862 0.0026117997487759351 -0.064912017043914916 0.011117669066152358 -0.0044127429042277178 0.016907386924380464 -0.0033954846205276807 -0.0039185260558059825 -0.010819330948466916 -0.019115914107256056 0.005869193328908894 -0.0061175238594658454 0.016031279500196723 0.016972621216186361 -0.0043147826947094728 -0.00014460310105878359 0.0018171113325510301 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0.00166524 0.0049275 0.0135076 0.00748401 -0.000421781 0.00116914 -0.000272362 -0.00544662 -0.0013174 -0.00409856 -0.0116569 -0.00243522 0.00648599 -0.00419156 -0.00330776 0.00255118 0.0011628 -0.00961094 -0.00204825 -0.00805886 -0.0144462 0.0131588 -0.0200478 0.00725391 0.0109825 6.50625e-05 internal_weight=325149 3405.3 2689.25 716.042 486.297 249.625 34.0838 25.6934 2439.63 878.719 804.988 284.193 1560.91 735.809 132.72 603.089 99.2019 503.887 477.284 520.795 825.1 47.2408 37.2402 249.204 90.56 34.9888 26.6032 189.761 124.953 64.808 internal_count=1411184 20044 13833 6211 4623 1369 1284 1064 12464 4680 4206 1565 7784 3343 546 2797 485 2312 2193 2641 4441 271 221 1310 427 255 119 1027 732 295 is_linear=0 shrinkage=0.03 Tree=420 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 2 3 0 2 2 1 2 1 2 0 1 0 0 1 2 0 0 1 1 0 2 2 3 split_gain=4.28098 29.3741 50.9557 70.0059 32.7463 56.5387 23.9023 22.5043 20.778 28.0152 20.2966 20.6064 20.2753 20.1369 18.9125 17.746 23.5364 16.6235 15.2379 14.2431 28.6005 22.1516 25.8542 39.2702 13.8026 13.6937 13.4941 18.9448 13.2949 25.4644 threshold=1499.682556152344 931.96960449218761 10.500000000000002 44.500000000000007 37.500000000000007 28.500000000000004 32.500000000000007 1421.1920166015627 8.545499801635744 12.500000000000002 1421.1920166015627 1148.2519531250002 1.0000000180025095e-35 1049.1593017578127 23.500000000000004 1192.975524902344 5.5000000000000009 1.0000000180025095e-35 34.500000000000007 68.500000000000014 1.0000000180025095e-35 1268.2044067382815 87.500000000000014 82.500000000000014 1.0000000180025095e-35 13.500000000000002 6.5000000000000009 857.34472656250011 2629.156860351563 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 8 7 4 5 25 10 12 9 -1 11 -7 15 17 -6 16 -3 18 -8 -5 -21 22 23 -22 26 -4 -10 -28 29 -2 right_child=28 2 3 19 14 6 13 -9 24 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.007775202421645728 3.8875304563883014e-05 0.019946646802056246 0.0040804004144234986 -0.0020992697406611621 0.0067835023322602795 -0.0076341760416527415 0.010106235317181982 0.011322938647401845 0.019547052692234491 -1.2898003959176266e-05 -0.021723105746285117 0.0035005539391141636 -0.0073905050933163359 0.0038809260122306807 -0.022560781451461644 0.00092034787707755941 -0.017169827990972799 -0.017629545228541297 -0.01612586620042393 0.006145821174386854 0.0068734272616511553 -0.0097835231662500403 0.01176803688134034 -0.0097936490976914085 0.0011115971325532357 -0.027291254975399165 0.0074609079470024757 -0.029299510714596244 5.1693131314230256e-05 -0.0019463135835821248 leaf_weight=420.37555807828903 16011.957956515253 18.120739975944161 5124.3260791674256 3177.8391531184316 2396.132244348526 549.6909464597702 58.468747422099113 89.216878190636635 82.58065639808774 91912.269176714122 67.939791202545166 205.50716434419155 855.69626735150814 605.90918129682541 19.93161253631115 726.82369000837207 101.52207708358765 81.062684029340744 30.235986515879631 660.30976939201355 228.56535468995571 244.25932636857033 149.4312197715044 286.96704922616482 458.59550316631794 12.553131252527235 299.60728204250336 13.172191083431242 191144.91529245768 9131.8658342473209 leaf_count=1946 66665 116 22579 13885 10074 2290 241 416 573 391744 286 860 3707 2535 98 3389 469 344 125 2733 968 1082 646 1327 1992 70 1540 62 838562 39970 internal_value=4.3618e-05 0.000197041 0.0013979 0.00201166 0.00354511 0.00247035 -0.00245632 -0.0033642 -5.15744e-06 -4.82385e-05 -0.00601711 -0.00460415 -0.00413401 0.00132234 0.00654142 -0.000842016 -0.0115483 -0.00780939 0.00116473 -0.000944444 0.00139374 -0.0020574 0.000780621 -0.00240417 0.00465292 0.00400374 0.00876065 0.0059128 -3.36131e-05 -0.000682116 internal_weight=325166 108877 15690.5 13899.1 9151.76 6735.69 1598.81 1791.38 93186.6 92332.6 823.138 755.198 1702.16 775.677 2416.06 846.467 119.643 169.767 88.7047 4747.37 1569.53 909.223 664.964 515.532 853.956 5136.88 395.36 312.779 216289 25143.8 internal_count=1411294 466097 68240 60143 39502 29330 6681 8097 397857 393690 3436 3150 7681 3245 10172 3974 585 710 366 20641 6756 4023 2941 2295 4167 22649 2175 1602 945197 106635 is_linear=0 shrinkage=0.03 Tree=421 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 2 3 0 1 2 2 2 1 2 0 1 0 0 1 2 0 0 1 1 0 2 0 0 split_gain=4.02844 27.6537 47.9745 65.9 30.8457 53.2187 22.4945 21.2056 19.5949 26.3526 19.1508 19.1109 19.396 18.9686 17.8987 16.6356 22.103 15.7256 14.3265 13.4046 26.9385 20.911 24.2647 37.0321 13.1038 13.0313 12.9898 17.7203 12.8974 46.7885 threshold=1499.682556152344 931.96960449218761 10.500000000000002 44.500000000000007 37.500000000000007 28.500000000000004 32.500000000000007 1421.1920166015627 8.545499801635744 12.500000000000002 1.0000000180025095e-35 1421.1920166015627 1148.2519531250002 1049.1593017578127 23.500000000000004 1192.975524902344 5.5000000000000009 1.0000000180025095e-35 34.500000000000007 68.500000000000014 1.0000000180025095e-35 1268.2044067382815 87.500000000000014 82.500000000000014 1.0000000180025095e-35 13.500000000000002 6.5000000000000009 857.34472656250011 15.500000000000002 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 8 7 4 5 25 11 10 9 -1 15 12 -7 17 -6 16 -3 18 -8 -5 -21 22 23 -22 26 28 -10 -28 -4 -30 right_child=-2 2 3 19 14 6 13 -9 24 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.0075399976225924894 -3.2604595068842158e-05 0.019576021131632877 0.0028129673563222738 -0.0020368299730731871 0.0065839827806860752 -0.0074076974188531687 0.0098177911903628116 0.011004694837944987 0.019198589580744021 -1.2511120503211096e-05 -0.007183527589785692 -0.021082630413693799 0.003395340505277112 0.0037646406142170159 -0.022100851588756031 0.00089304440982068873 -0.016552574666333249 -0.017168770844541444 -0.015604134739135252 0.0059669991278102404 0.0066570389831221866 -0.0095185878332867506 0.011380216973853821 -0.009534099749827836 0.0010779387204295512 -0.02686752268784845 0.0072625311923282428 -0.028107417361918352 0.011477872566005048 0.0018951985461783934 leaf_weight=420.48256413638592 216288.71107674635 17.913073789328337 3242.0960612222552 3177.011953689158 2394.7036643028259 549.5047999471426 58.382278814911842 89.045658122748137 81.572550531476736 91912.202427260578 853.96733726561069 67.90415421128273 205.51896227896214 605.88657379150391 19.738951861858368 726.57843872159719 102.13902402669191 80.745946764945984 30.308400377631187 659.70461855828762 228.90973772108555 243.53728964924812 149.88090771436691 285.95147781074047 458.7256817817688 12.371343493461607 298.57328905910254 13.316657491028307 792.93342004716396 1087.5028642714024 leaf_count=1946 945197 116 14610 13885 10074 2290 241 416 573 391744 3707 286 860 2535 98 3389 469 344 125 2733 968 1082 646 1327 1992 70 1540 62 3412 4557 internal_value=4.23115e-05 0.000191149 0.00135667 0.00195221 0.00344033 0.00239713 -0.00238352 -0.00326641 -4.99765e-06 -4.67913e-05 -0.00401366 -0.00583813 -0.00446709 0.00128319 0.00634947 -0.00081633 -0.0111618 -0.00759021 0.00113032 -0.000916641 0.00135306 -0.00199815 0.000757058 -0.00233544 0.00452325 0.00388513 0.00854002 0.00575235 0.0039594 0.00593597 internal_weight=325156 108867 15682.2 13892.6 9147.6 6733.15 1598.25 1789.64 93184.9 92332.7 1700.6 822.928 755.024 775.323 2414.44 846.631 120.052 169.437 88.6907 4745 1567.98 908.279 664.742 514.861 852.188 5134.9 393.462 311.89 5122.53 1880.44 internal_count=1411294 466097 68240 60143 39502 29330 6681 8097 397857 393690 7681 3436 3150 3245 10172 3974 585 710 366 20641 6756 4023 2941 2295 4167 22649 2175 1602 22579 7969 is_linear=0 shrinkage=0.03 Tree=422 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 2 3 0 1 2 1 2 2 2 0 1 0 1 0 1 2 0 0 2 3 3 2 0 split_gain=3.79083 26.0348 45.1683 62.0373 29.0538 50.4423 28.3769 19.9816 18.4784 24.7892 18.0872 17.8688 16.9397 16.0831 22.5124 15.5986 20.7644 14.8766 13.4713 12.6717 12.6154 25.3728 19.739 22.7761 34.9211 12.5089 23.9576 147.788 34.5124 43.8804 threshold=1499.682556152344 931.96960449218761 10.500000000000002 44.500000000000007 37.500000000000007 29.500000000000004 32.500000000000007 1421.1920166015627 8.545499801635744 12.500000000000002 1.0000000180025095e-35 1049.1593017578127 23.500000000000004 1421.1920166015627 1192.975524902344 1192.975524902344 5.5000000000000009 1.0000000180025095e-35 34.500000000000007 6.5000000000000009 68.500000000000014 1.0000000180025095e-35 1268.2044067382815 87.500000000000014 82.500000000000014 2629.156860351563 1.9854999780654909 2.9229999780654912 1850.3489990234377 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 8 7 4 5 -4 13 10 9 -1 15 17 -6 14 -7 16 -3 18 -8 -13 -5 -22 23 24 -23 26 28 -28 -2 -30 right_child=25 2 3 20 12 6 11 -9 -10 -11 -12 19 -14 -15 -16 -17 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586.00772643089294 19.548148900270462 57.950399443507195 133.67745450139046 726.34026395529509 102.72488683462143 80.427515044808388 30.375040233135223 19.853094860911369 659.10633257031441 229.23893213272095 242.82688461244106 150.30797064304352 284.95500135421753 191144.72493863723 2101.5324985384941 7030.8697356954217 12310.435169711709 695.28694243729115 leaf_count=1946 12577 116 23311 13885 10074 1969 241 416 4167 391744 3707 2439 98 244 561 3389 469 344 125 96 2733 968 1082 646 1327 838562 8792 31178 51260 2828 internal_value=4.10444e-05 0.000185435 0.00131667 0.00189455 0.00333874 0.00232619 -0.00265432 -0.00317144 -4.84281e-06 -4.53873e-05 -0.0038968 0.00124521 0.00616316 -0.00720595 -0.00576203 -0.00079146 -0.0107909 -0.00737755 0.00109697 0.00365186 -0.000889652 0.00131358 -0.00194063 0.000734238 -0.00226866 -3.16264e-05 -0.00066066 -0.00188683 3.86872e-05 -0.000630936 internal_weight=325146 108857 15673.8 13885.8 9143.2 6730.38 1438.89 1787.92 93183.2 92332.7 1699.04 774.959 2412.82 663.933 605.983 846.775 120.434 169.098 88.6707 605.861 4742.64 1566.44 907.329 664.502 514.194 216289 25144.4 9132.4 16012 13005.7 internal_count=1411294 466097 68240 60143 39502 29330 6019 8097 397857 393690 7681 3245 10172 2774 2530 3974 585 710 366 2535 20641 6756 4023 2941 2295 945197 106635 39970 66665 54088 is_linear=0 shrinkage=0.03 Tree=423 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 0 2 3 0 1 2 1 2 2 2 0 1 0 1 0 2 1 0 2 0 0 0 2 0 split_gain=3.56702 24.51 42.5254 58.3982 27.368 47.4781 26.7079 18.8281 17.3936 23.3192 17.0812 16.8355 16.6636 15.15 21.1921 14.6296 19.5133 14.0736 12.6685 12.496 12.5455 16.613 11.9918 11.9189 28.1113 25.8701 44.5148 19.9311 16.2101 13.6005 threshold=1499.682556152344 931.96960449218761 10.500000000000002 44.500000000000007 37.500000000000007 29.500000000000004 32.500000000000007 1421.1920166015627 8.545499801635744 12.500000000000002 1.0000000180025095e-35 1049.1593017578127 2.5000000000000004 1421.1920166015627 1192.975524902344 1192.975524902344 5.5000000000000009 1.0000000180025095e-35 34.500000000000007 1.0000000180025095e-35 6.5000000000000009 857.34472656250011 6.5000000000000009 66.500000000000014 1235.1978759765627 82.500000000000014 87.500000000000014 74.500000000000014 1192.975524902344 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 8 7 4 5 -4 13 10 9 -1 15 17 -6 14 -7 16 -3 18 -8 20 -10 -22 -13 29 25 27 28 -25 -27 -5 right_child=-2 2 3 23 12 6 11 -9 19 -11 -12 22 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=-0.0070912532050560395 -3.0677753303888321e-05 0.01885013031512827 0.0035712138412237631 -0.0015881339653049604 0.006787147208956304 -0.0085770538250839416 0.0092654671263839011 0.010394349373951254 0.018775057566605843 -1.1771663657582234e-05 -0.0067861227053858161 0.0043174551996021191 -0.0017458110979312799 -0.021652851457922208 0.0049533803316382076 0.00084081592259898274 -0.015399397165691251 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96 1772 2442 1877 815 346 195 516 internal_value=3.98135e-05 0.000179884 0.00127782 0.00183854 0.00324002 0.00225722 -0.00257628 -0.00307921 -4.69718e-06 -4.40256e-05 -0.00378331 0.00120863 0.00598232 -0.00699249 -0.00559113 -0.000767374 -0.0104347 -0.00717116 0.00106467 0.00426688 0.00821058 0.00547537 0.0035436 -0.000863451 0.00112086 0.00378983 -0.000162491 0.00885358 -0.00514011 -0.00200386 internal_weight=325137 108848 15665.6 13879.4 9139.12 6727.92 1438.06 1786.21 93182.8 92332.7 1697.5 774.38 2411.2 663.681 605.776 846.9 120.791 168.753 88.6454 850.107 390.743 310.383 605.626 4740.3 1730.04 1163.36 653.387 509.977 465.349 3010.26 internal_count=1411294 466097 68240 60143 39502 29330 6019 8097 397857 393690 7681 3245 10172 2774 2530 3974 585 710 366 4167 2175 1602 2535 20641 7447 5005 2887 2118 2072 13194 is_linear=0 shrinkage=0.03 Tree=424 num_leaves=31 num_cat=0 split_feature=1 3 2 0 2 2 0 2 2 0 2 2 0 2 1 2 0 2 2 1 3 0 2 2 2 1 2 0 2 0 split_gain=3.4554 16.5483 13.4433 11.9283 15.8733 17.5692 16.3055 15.567 13.8554 21.3901 31.4489 26.3166 22.2316 17.8668 15.2402 15.8487 20.8925 15.2081 13.5273 13.0509 11.5655 12.6325 12.9769 12.5203 13.3276 10.7135 9.60833 9.54142 28.0115 32.113 threshold=-2.4999999999999996 3.2575000524520878 20329.439453125004 56.500000000000007 1608.1567382812502 249.38574218750003 28.500000000000004 317.97758483886724 4493.2343750000009 44.500000000000007 3141.066528320313 2267.636352539063 48.500000000000007 3827.414184570313 -6.4999999999999991 3141.066528320313 37.500000000000007 3754.1591796875005 65.889682769775405 -10.499999999999998 9.5555000305175799 14.500000000000002 27132.552734375004 42648.800781250007 23051.732421875004 -36.499999999999993 170.15808868408206 38.500000000000007 7113.1401367187509 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 3 -3 4 5 19 7 -7 9 11 25 -6 17 -14 -13 16 -16 -12 -5 26 21 23 -23 24 -4 -11 -1 -10 29 -29 right_child=-2 2 20 18 8 6 -8 -9 27 10 12 14 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0012315228234828558 6.4018861577781778e-06 0.0020927590494993803 0.00020854425879908108 0.023485492791490578 -0.0046124223563568613 0.025729830154992236 -0.0036207366210566148 0.00032661633520111112 0.00067706981184315442 -0.018648959586999209 -0.0090108419762385868 0.0069886795237008711 -0.0026302278674291053 0.017834942374603282 -0.010836998838355925 0.004336915281139094 0.0018542725826293097 -0.033163161140574854 -0.0019942501421490442 2.0133684132083044e-05 0.0017089294709892349 -0.0080309482575818634 0.00095596635614788727 -0.0031323893165368 -0.020646962859607376 0.0022311850007324416 0.010147345016408659 -0.015624755865448483 6.7687816076760223e-07 0.00028169001032463136 leaf_weight=97.757043555378914 293296.43126382818 6856.809552596882 41.007641896605492 18.865264013409615 340.09296257793903 22.214517526328564 2679.8038907647133 956.91509515047073 3483.880722001195 22.393592402338982 333.47257199883461 1118.4013512613019 430.08410888910294 42.157034203410149 157.31876155734062 1463.4318233709782 452.60128831863403 25.23985068500042 3142.9572082534432 2624.4686155617237 1595.9652605701704 164.64912723004818 1188.0200616940856 466.41847868263721 84.203784734010696 1783.5611891150475 210.81388272345066 251.92605170607567 1567.4554854407907 208.99040949344635 leaf_count=532 1260975 33715 202 92 1625 100 11595 4232 15152 106 1383 6153 1956 190 722 6744 2118 102 13873 11228 12190 679 5027 1945 371 8569 1135 1019 6682 882 internal_value=3.86215e-05 0.000335491 0.00131763 -0.000140899 0.000153485 -0.00102353 -0.0024102 0.000902965 0.000817714 0.0017944 -0.000250071 0.00332083 -0.00508001 -0.000803299 0.00416615 0.00264362 -0.00141923 -0.0107103 -0.00184222 0.000706316 -0.000183657 -0.00173717 -0.000137936 -0.00539358 -0.0138166 0.00197227 0.00654245 -0.0002753 -0.00191107 -0.0084124 internal_weight=325128 31831.9 10397.1 21434.8 18273 6591.97 3658.93 979.13 11681 6168.75 2636.91 3531.85 830.954 472.241 3191.75 2073.35 609.92 358.712 3161.82 2933.04 3540.26 1944.3 1352.67 591.63 125.211 1805.95 308.571 5512.25 2028.37 460.916 internal_count=1411294 150319 54129 96190 82225 28822 15927 4332 53403 29668 12306 17362 3631 2146 15737 9584 2840 1485 13965 12895 20414 8224 5706 2518 573 8675 1667 23735 8583 1901 is_linear=0 shrinkage=0.03 Tree=425 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 1 1 0 1 2 1 2 1 2 2 split_gain=2.60782 16.8546 19.0726 48.8698 65.7458 37.6521 33.0201 20.429 23.8826 23.1094 16.3973 68.2549 36.1707 28.7585 25.9527 15.953 14.3239 14.248 14.089 38.8335 14.0336 13.0068 13.0617 12.548 12.3576 11.9795 16.4168 11.8683 11.3878 28.629 threshold=39.500000000000007 41.500000000000007 466.24169921875006 210.83787536621097 228.7239685058594 1383.2932128906252 1117.6546630859377 2629.156860351563 2808.646850585938 1.0000000180025095e-35 9293.0400390625018 6336.3120117187509 11977.758300781252 -1.4999999999999998 18122.241210937504 16278.651855468752 24.500000000000004 23.500000000000004 358.55703735351568 317.97758483886724 1.0000000180025095e-35 1.5000000000000002 40.500000000000007 -6.4999999999999991 957.19903564453136 6.5000000000000009 2668.121704101563 1.5000000000000002 877.87664794921886 837.96789550781261 decision_type=2 2 2 2 2 2 2 2 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 21 20 6 24 -7 9 -9 11 -10 -12 23 15 17 -1 -14 19 -6 -5 -2 -23 -13 28 26 -11 -22 29 -4 right_child=1 -3 5 4 18 7 -8 8 10 25 12 13 14 -15 -16 -17 -18 -19 -20 -21 27 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00010143707383687615 0.0030409268846852402 -8.2490193103502804e-06 0.0062857749484913203 -0.025405843019250814 -0.0011120248166074243 -0.0032198797687625715 0.015182537261662868 0.019765058843359995 0.0020706035391455909 0.02588590805862697 0.011755111711391054 -0.020494278647028748 -0.0022802536287486542 -0.014689415238872499 0.005469808063091372 -0.016346008039275422 0.0055293075146182974 0.025092570018565113 -0.0077990589178991258 0.03374479109143716 0.005497940728693005 -0.0094000417091396147 0.0026717367581680367 0.0069417573895892409 -0.004077180227060973 -0.024083346642239812 -0.00070098310840455212 -0.017537258893398019 0.022065152992363418 -0.028379948394633085 leaf_weight=184416.30116252135 1784.6429256945848 130410.9817541223 438.53918436169624 146.39581643044949 569.60006974637508 792.42469237744808 339.16397581994534 129.8684673756361 2583.4258165806532 26.74277426302433 398.2993386387825 17.775578364729881 500.4193132147193 349.96082216501236 658.24654492735863 72.75368458032608 407.50364035367966 17.720194309949875 252.48936493694782 30.295573711395264 28.720251932740211 165.12617076188326 157.71579128503799 96.183838054537773 145.49636293947697 14.113227158784865 95.710545122623444 67.303668305277824 36.200170710682869 22.54338937997818 leaf_count=809109 7400 558924 1817 587 2421 3353 1444 570 10835 107 1623 73 2035 1504 2669 298 1733 72 1067 127 123 826 783 389 611 57 383 359 149 94 internal_value=-1.49888e-05 8.2505e-05 0.00127344 -0.000632625 -0.00577455 0.00217963 0.00760909 0.00125302 0.00196744 0.0107048 0.00147159 0.000167988 0.00388291 -0.0104271 0.00137279 -0.00319122 -8.90223e-05 -0.00134411 -0.00185394 0.000648293 -0.01956 0.00203852 -0.0035027 0.00266224 0.00361295 0.00208891 0.00510537 -0.0106476 0.00586294 0.00459089 internal_weight=325173 140349 9937.88 3202.29 1094.8 6735.59 981.943 5753.64 4961.22 266.435 4694.79 3047.35 1647.44 463.92 1249.14 590.893 184824 518.14 852.385 599.896 242.42 2107.48 322.842 113.959 642.779 136.567 122.453 96.0239 497.283 461.083 internal_count=1411542 600700 41776 13693 4684 28083 4115 23968 20615 1117 19498 12801 6697 1966 5074 2405 810842 2107 3615 2548 1069 9009 1609 462 2671 547 490 482 2060 1911 is_linear=0 shrinkage=0.03 Tree=426 num_leaves=31 num_cat=0 split_feature=2 3 2 1 0 3 2 2 3 1 1 1 0 2 1 3 2 1 2 2 2 0 0 1 2 3 2 2 3 0 split_gain=2.56654 22.6785 38.4254 35.0827 25.084 23.8399 49.745 39.8711 47.1739 34.8149 26.1681 24.9637 24.1334 23.2671 24.7507 25.4159 38.3777 20.1552 19.6799 17.8238 17.5238 17.9417 16.2433 15.4275 14.9287 14.7192 25.417 17.6157 23.1204 17.5604 threshold=282.77769470214849 1.532000005245209 225.0559997558594 1.5000000000000002 55.500000000000007 1.247500002384186 184.69928741455081 210.83787536621097 1.4100000262260439 1.0000000180025095e-35 -7.4999999999999991 1.5000000000000002 41.500000000000007 199.88579559326175 1.0000000180025095e-35 2.279500007629395 145.16793060302737 1.0000000180025095e-35 277.04620361328131 87.134357452392592 317.97758483886724 73.500000000000014 56.500000000000007 7.5000000000000009 216.45584106445315 1.6674999594688418 174.82500457763675 170.15808868408206 3.2575000524520878 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=1 2 5 -4 18 6 -1 11 22 10 -8 12 -7 14 25 16 19 -10 -5 -16 21 -2 -9 -11 -15 26 -3 29 -29 -27 right_child=20 13 3 4 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1496.8758942186832 1263.2785243242979 1429.4777337983251 5285.2719012200832 919.00079263746738 144.85333921015263 1014.1092381477356 221.8022917509079 100.71010771393776 19.429187916219234 739.81819541752338 278927.2598628361 103.39610409736633 12.988778278231619 85.495364978909492 9797.2007004544139 739.91737515479326 41.065121710300446 311.86790406703949 93.870476827025414 482.03943046927452 leaf_count=47252 23508 747 9289 1543 1324 7400 618 1280 611 6168 5156 7150 21948 3971 595 4634 966 504 97 3187 1213976 439 53 498 41451 3219 165 1326 403 2064 internal_value=-1.454e-05 -0.000237662 0.000295836 0.00354632 0.00956758 -0.000114546 0.000663788 -0.00131209 -0.00900564 0.00411458 0.000630597 -0.000797717 -6.66393e-05 -0.00117987 0.000784086 -0.00142588 0.00171838 -0.0186524 0.00398799 -0.0010792 1.72975e-05 0.00167324 -0.00126064 0.0071513 -0.00190622 0.00332736 -0.00405055 0.00430178 0.00971791 0.00250341 internal_weight=325170 40604.8 25925.3 2906.23 670.086 23019.1 13951.5 9067.63 568.251 2961.6 1379.23 8499.38 7069.9 14679.5 3963.25 2120.58 1106.47 253.057 348.269 884.672 284565 5637.55 315.194 1582.37 10716.2 1842.67 214.974 1627.7 405.738 1221.96 internal_count=1411542 173619 110891 12253 2964 98638 59692 38946 2448 12440 5774 36498 29348 62728 17306 9382 4748 1115 1640 3782 1237923 23947 1333 6666 45422 7924 912 7012 1729 5283 is_linear=0 shrinkage=0.03 Tree=427 num_leaves=31 num_cat=0 split_feature=2 3 2 3 1 2 3 2 3 2 3 0 2 1 0 0 0 3 2 2 3 3 1 2 3 2 2 3 2 3 split_gain=2.53363 52.529 85.4654 110.543 50.4789 48.5412 57.0804 33.4087 32.5238 63.1576 84.8081 58.588 53.1662 40.5343 35.4769 32.9258 45.9127 32.8524 34.5239 31.826 51.9302 31.1961 28.9484 28.4443 58.4767 131.376 124.504 83.6464 40.5499 48.6371 threshold=5922.5739746093759 2.3904999494552617 11197.012207031252 1.532000005245209 1.0000000180025095e-35 7957.9211425781259 1.1054999828338625 8322.3417968750018 2.5095000267028813 3912.1914062500005 1.532000005245209 51.500000000000007 2363.3640136718755 1.0000000180025095e-35 69.500000000000014 25.500000000000004 15.500000000000002 12.393000125885012 397.09068298339849 636.32186889648449 5.9049999713897714 3.2575000524520878 -2.4999999999999996 12812.083496093752 3.653500080108643 9078.9726562500018 8322.3417968750018 5.0659999847412118 12538.349609375002 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=8 2 3 5 7 6 -2 -5 9 14 11 22 13 17 -1 16 -14 18 -10 -15 -21 -20 -11 24 25 -3 -26 -28 -29 -30 right_child=1 23 -4 4 -6 -7 -8 -9 12 10 -12 -13 15 19 -16 -17 -18 -19 21 20 -22 -23 -24 -25 26 -27 27 28 29 -31 leaf_value=0.00015977396937974018 0.0029075339109655533 0.0044387283779481366 -0.00012275723343234927 0.00042795327084694612 -0.011769728306439544 0.00095540410733499731 -0.0066320586074363761 -0.0077181860258274662 0.0031793499350055961 -0.013056766610626491 0.0035989733690965676 0.0042534577698099887 -0.001151794589168378 -0.0019773318197110236 -0.0044171021061618276 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17552 1190 43065 4448 36538 49604 6618 28970 23535 5674 18412 27963 23766 70720 10718 287487 22963 3257 23351 25701 667 1740 internal_value=-1.4106e-05 -0.000122162 -0.00113144 -0.0033995 -0.00777898 -0.00120459 -0.00413818 -0.00448439 5.07923e-05 0.000325432 0.00222037 -0.00169235 -0.000473848 6.07158e-05 0.000100479 -0.00175616 -0.00260922 0.00088233 0.000664155 -0.000840533 0.000231901 0.000164927 -0.00409784 0.000261747 0.00109992 0.00319395 0.000125861 0.00180401 -0.000505893 0.00714357 internal_weight=325164 122012 33622 10349.9 3455.38 6894.47 2923.68 1892.78 203151 133347 14150.1 3686.69 69804.5 49266.6 119197 20538 13652.4 25771.9 24745.2 23494.7 12089.6 20647.1 2624.79 88390.2 25802.1 8191.68 17610.5 12207.5 6544.82 569.428 internal_count=1411542 534870 139250 43474 14162 29312 12837 7716 876672 573938 59421 16356 302734 213691 514517 89043 60073 112358 106684 101333 51729 89132 11908 395620 108133 33711 74422 51459 28108 2407 is_linear=0 shrinkage=0.03 Tree=428 num_leaves=31 num_cat=0 split_feature=2 3 2 1 0 3 2 2 3 1 1 1 0 2 1 3 2 1 2 2 2 0 0 1 3 1 3 2 0 1 split_gain=2.54028 21.3715 36.1397 32.9176 23.5871 22.4367 46.7947 37.5488 44.491 32.6939 24.8018 23.5375 22.7074 21.9218 22.7095 23.5179 35.9838 18.8881 16.8176 16.7613 16.3187 16.86 15.2852 14.4927 14.0778 24.7241 16.3199 18.8437 19.2845 16.044 threshold=282.77769470214849 1.532000005245209 225.0559997558594 1.5000000000000002 53.500000000000007 1.247500002384186 184.69928741455081 210.83787536621097 1.4100000262260439 1.0000000180025095e-35 -7.4999999999999991 1.5000000000000002 41.500000000000007 199.88579559326175 1.0000000180025095e-35 2.279500007629395 145.16793060302737 1.0000000180025095e-35 277.04620361328131 87.134357452392592 317.97758483886724 73.500000000000014 56.500000000000007 7.5000000000000009 2.1755000352859502 4.5000000000000009 1.8989999890327456 207.81653594970706 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=1 2 5 -4 18 6 -1 11 22 10 -8 12 -7 14 -3 16 19 -10 -5 -16 21 -2 -9 -11 26 -26 27 28 -15 -28 right_child=20 13 3 4 -6 7 9 8 17 23 -12 -13 -14 24 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-0.00026296031820303506 0.0013917634986693886 0.0031944828121001677 0.0016849762156134959 0.0052635421077513326 0.01494453543164246 0.002856463012378158 0.013937094726513907 -0.0025975656381659255 -0.024785115123656196 0.0076105203037335669 -0.00060745090178036462 -0.0042932767020008641 -0.001057413953921211 0.0084169335908011681 0.0082731404414819812 -0.0046663717625781255 0.012444576140148369 -0.008023020810211565 -0.02477349445297827 -0.0028813323205488829 -1.4309589307814129e-05 0.01362042013365679 0.030640427066894297 -0.0051052777254396286 9.3175655169387589e-05 0.021481648563296523 -0.0021890395340629543 -0.001460321176194942 -0.027166769036451315 -0.0074519149100648564 leaf_weight=10989.746294029057 5534.1428893953562 1840.6276570856571 2236.0716859251261 321.42450803518295 332.02383935451508 1784.6141560971737 115.1340921074152 302.15800051391125 152.28450210392475 1498.4532690793276 1263.3477453589439 1427.0470075309277 5285.1322368830442 18.974532425403595 145.0247121155262 1011.927296847105 222.52183713018894 100.38603512942791 17.699994400143623 739.30590152740479 278904.66828205658 103.36648242175579 12.987327843904493 85.2583152577281 1502.9971367865801 50.267833292484283 1125.1031195521355 6995.3695317953825 49.377892151474953 971.45496758818626 leaf_count=47252 23508 7924 9289 1509 1365 7400 618 1280 611 6168 5156 7150 21948 79 595 4634 966 504 90 3187 1213976 439 53 498 6475 252 4537 29517 213 4349 internal_value=-1.36831e-05 -0.000235685 0.000282165 0.00343387 0.00926067 -0.000115927 0.000639057 -0.00127797 -0.00874707 0.00398554 0.000607344 -0.000778835 -6.94351e-05 -0.00115061 0.00075684 -0.00136079 0.0016613 -0.0181255 0.00369581 -0.00105207 1.79907e-05 0.00161598 -0.00122781 0.00692597 -0.00185554 0.000785364 -0.00230335 -0.00161349 -0.0172888 -0.00462763 internal_weight=325139 40596.7 25923.8 2907.22 671.148 23016.5 13951.9 9064.61 567.816 2962.19 1378.48 8496.79 7069.75 14673 3959.41 2118.78 1106.85 252.671 339.125 884.331 284542 5637.51 315.145 1583.71 10713.5 1553.26 9160.28 7063.72 68.3524 2096.56 internal_count=1411542 173619 110891 12253 2964 98638 59692 38946 2448 12440 5774 36498 29348 62728 17306 9382 4748 1115 1599 3782 1237923 23947 1333 6666 45422 6727 38695 29809 292 8886 is_linear=0 shrinkage=0.03 Tree=429 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 3 3 1 0 2 1 3 3 2 3 1 3 3 0 1 0 3 2 2 0 2 0 2 3 2 split_gain=2.46186 24.0206 34.1252 25.0107 28.978 23.3044 22.2692 28.56 20.1548 17.8361 26.932 23.4203 16.8621 31.4776 27.705 35.1401 23.486 33.4998 26.3882 22.9567 46.8937 19.8015 87.1571 31.8978 19.6976 32.0779 18.8726 17.431 16.1464 28.5497 threshold=3645.8532714843755 3141.066528320313 1.2994999885559084 3.4465000629425053 73.500000000000014 1.247500002384186 5.0659999847412118 2.5000000000000004 51.500000000000007 3252.167602539063 -2.4999999999999996 28.166500091552738 1.469500005245209 3501.286010742188 1.7404999732971194 -1.4999999999999998 2.0774999856948857 2.3904999494552617 64.500000000000014 2.5000000000000004 59.500000000000007 1.532000005245209 3432.9526367187505 3309.9538574218755 59.500000000000007 3309.9538574218755 58.500000000000007 3575.3942871093755 1.8989999890327456 34238.300781250007 decision_type=2 2 2 2 2 2 2 2 2 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 12 8 -5 9 -3 10 -8 -11 13 -4 15 -14 18 -18 -16 21 -21 22 24 -23 -17 -26 -15 -24 29 -2 right_child=28 2 3 6 -6 -7 7 -9 -10 11 -12 -13 14 26 16 19 17 -19 -20 20 -22 23 27 -25 25 -27 -28 -29 -30 -31 leaf_value=-2.0414975040110915e-05 -0.0007502372172336079 -0.0073435382183228339 0.0064352193039239657 -0.0068667601029715848 0.024364645717682154 -0.020046015115467303 -0.024519137053985878 -0.01763920214298265 0.006086392201107022 -0.00078360384843745984 0.011440047665518418 0.030954307335161062 0.0070027553272843587 -0.016669841011072935 0.0045608174924020584 -0.0020208857195854715 -0.0060746165760066344 0.0066899203663980727 0.01483151436957462 0.01271482652262537 -0.0066057363561377209 0.0027571596623671524 0.0081799699668924156 -0.0081380045832158774 -0.026442811838465648 0.00047915989936224093 0.006017579773227805 0.02396251447948217 9.2689174203183948e-05 0.0021337347143598343 leaf_weight=145547.77561735921 45353.601662874222 313.06449779868126 1582.2116855680943 459.63688648492098 55.78914088010788 85.924099370837212 20.268278881907463 70.933770157396793 148.17037285864353 893.5215912014246 249.45962557196617 21.427474856376648 507.64544276893139 89.625579386949539 1225.612480096519 211.44584143161774 393.64286443591118 349.19163939356804 275.80436199903488 260.16581051051617 199.96075341105461 325.89603517949581 161.12353093922138 937.70283100008965 100.87106849253178 65.825639635324478 52.229899778962135 103.39779210090637 121755.12217741017 3315.1267161369324 leaf_count=621390 197789 1308 6525 1926 230 351 96 343 618 3953 1092 116 2369 368 5132 856 1650 1461 1125 1047 817 1313 650 3774 405 265 211 417 540045 13900 internal_value=-1.32767e-05 7.33658e-05 0.00156341 0.0020249 0.00283101 -0.00570148 -0.001217 0.000851187 -0.00302921 0.00195832 0.00873795 -4.03239e-05 0.00265544 0.00522145 0.00179109 -0.000159328 0.00428884 -7.42631e-05 0.0064475 -0.00169576 0.00431854 -0.00314747 0.0011399 -0.00532802 -0.00810034 -0.0158118 -0.00831654 0.0143492 -9.19295e-05 -0.000553792 internal_weight=325132 154708 9160.55 8613.39 6898.14 547.159 1715.25 1255.61 461.235 1184.68 269.728 914.949 6842.35 1724.07 5118.29 2874.03 2244.25 742.835 1501.42 2366.39 460.127 1906.26 642.664 1263.6 378.143 166.697 141.855 264.521 170424 48668.7 internal_count=1411542 659808 38418 36141 28615 2277 7526 5600 1926 5257 1188 4069 28385 7104 21281 11913 9368 3111 6257 9544 1864 7680 2593 5087 1526 670 579 1067 751734 211689 is_linear=0 shrinkage=0.03 Tree=430 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 2 1 2 0 2 1 2 2 2 0 0 0 1 0 2 1 0 1 3 2 0 0 2 2 2 split_gain=2.34085 4.83095 7.61257 6.73091 5.35762 4.95526 10.3612 15.077 4.3985 4.2806 3.54985 6.39708 5.27782 6.94189 10.2636 6.66093 5.96658 7.56073 5.68239 5.47892 3.66178 13.8909 9.84754 14.2866 10.5191 11.0687 7.00505 11.267 6.68076 6.27068 threshold=94.500000000000014 56.500000000000007 82.500000000000014 22.500000000000004 1383.2932128906252 3432.9526367187505 1.0000000180025095e-35 3252.167602539063 97.500000000000014 2629.156860351563 56.500000000000007 28052.395507812504 9293.0400390625018 7602.1542968750009 74.500000000000014 82.500000000000014 61.500000000000007 63.500000000000007 70.500000000000014 13080.345703125002 17.500000000000004 21.500000000000004 14.500000000000002 2.0774999856948857 4973.6452636718759 44.500000000000007 89.500000000000014 94341.222656250015 238.39634704589847 4406.9799804687509 decision_type=2 2 2 2 2 2 2 2 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 3 -3 4 -2 6 7 -6 -4 -8 20 12 13 14 16 19 -12 -18 -19 -14 22 29 -1 24 28 -26 -23 -28 -24 -22 right_child=1 2 8 -5 5 -7 9 -9 -10 -11 11 -13 15 -15 -16 -17 17 18 -20 -21 21 26 23 -25 25 -27 27 -29 -30 -31 leaf_value=-9.678357182806401e-06 -0.023463711631838687 0.031053718796646805 0.0076473495422132156 -0.016752699644991591 -0.010629053449070216 -0.0018688769883321806 0.0081271182540246321 0.02757196348491316 -0.031588445465314377 -0.011527426220299394 -0.016213886968726079 0.0065539608031242175 -0.03513613011117564 0.017581981445836239 -0.023111773482127174 0.00096174384015346322 0.013911927536840034 -0.017395534338158193 0.0090435696927043206 -0.012238308873257593 -0.010822443043649562 0.00088798664619876757 -0.010860327336798873 0.00096416970755311242 -0.01849446374748337 -0.002101010512723918 -0.019926634382041609 0.005277437209277808 -0.0012509375339123524 0.014585484484331545 leaf_weight=319984.80386131315 9.7880256026983243 10.427021816372873 8.9504562914371473 26.385891757905483 13.372243896126745 827.92780460231006 15.309718146920202 30.521439462900162 3.6080787619575849 28.609142869710922 16.658223628997803 42.99264969676733 14.604663446545599 13.535197794437407 22.635690830647945 19.351355597376823 32.989900007843971 18.278808698058132 12.198598623275755 26.414829760789871 9.6917354315519315 2777.4359292984009 85.448900572955608 433.59267938137054 105.49312005937099 57.148392982780933 37.050841793417931 28.045921459794044 273.61991668492556 89.225961893796921 leaf_count=1387552 43 61 80 123 60 3842 67 137 154 124 67 206 59 55 98 93 135 74 50 108 57 12748 652 1945 561 257 197 118 1367 373 internal_value=-1.61021e-05 -0.00148393 0.0121064 -0.00181209 -0.00138615 -0.00115017 0.00562603 0.015934 -0.00362513 -0.00467603 -1.16868e-05 -0.00382413 -0.00634968 -0.00261373 -0.00527381 -0.0135465 -0.000234535 0.00395956 -0.00681327 -0.0203909 -9.10119e-06 0.00104457 -1.87582e-05 -0.00306011 -0.00640469 -0.0127342 0.000659988 -0.00906785 -0.00353772 0.0120961 internal_weight=325076 974.9 22.9856 951.914 925.528 915.74 87.8125 43.8937 12.5585 43.9189 324101 219.66 176.667 116.296 102.761 60.3708 80.1255 63.4673 30.4774 41.0195 323882 2941.45 320940 955.303 521.71 162.642 2842.53 65.0968 359.069 98.9177 internal_count=1411463 4691 295 4396 4273 4230 388 197 234 191 1406772 945 739 479 424 260 326 259 124 167 1405827 13493 1392334 4782 2837 818 13063 315 2019 430 is_linear=0 shrinkage=0.03 Tree=431 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 1 2 3 0 0 0 2 0 0 1 1 2 2 0 3 3 1 3 0 2 3 2 3 0 0 split_gain=2.31967 22.3264 30.2418 18.4503 14.5425 13.343 15.1393 59.7381 55.9235 20.3436 55.0168 26.6411 22.8288 35.604 13.5497 13.2716 14.2939 13.7832 13.2678 13.1755 21.6879 18.4721 21.6227 21.029 13.0354 48.4565 38.2232 26.4059 60.2262 30.4001 threshold=1499.682556152344 1421.1920166015627 18.500000000000004 1.8174999952316286 1.6674999594688418 -3.4999999999999996 931.96960449218761 8.545499801635744 44.500000000000007 37.500000000000007 28.500000000000004 1148.2519531250002 14.500000000000002 21.500000000000004 2.5000000000000004 1.0000000180025095e-35 1268.2044067382815 1317.2869262695315 88.500000000000014 1.3535000085830691 1.247500002384186 1.0000000180025095e-35 1.1510000228881838 48.500000000000007 803.05700683593761 1.1510000228881838 857.34472656250011 4.4095001220703134 24.500000000000004 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 5 -3 4 19 -1 24 8 9 10 12 -12 -8 15 -11 16 -14 -17 -10 20 21 22 -4 -23 -7 26 -26 28 -27 -29 right_child=-2 2 3 -5 -6 6 7 -9 18 14 11 -13 13 -15 -16 17 -18 -19 -20 -21 -22 23 -24 -25 25 27 -28 29 -30 -31 leaf_value=-0.00129633319639759 -7.242332047656264e-05 0.013016866449908066 0.035461913147419151 -0.002515002359499622 0.019282802629460822 8.220504704568304e-05 0.0022461244381557252 -0.0040322213978035556 -0.0012659072328784309 0.006579467132772362 -0.0065440651134355352 0.0019819883138533683 0.0056462450755662748 0.0022728522401395585 -0.0017051481412527164 0.01667894839099136 0.020061345008706603 -0.0042946671232417166 0.011699742868232249 -0.00093832375962382003 0.02750486506059787 -0.026673061804332935 -0.01201998939723537 0.010706791884328479 -0.00043081801402150078 0.014683960140973501 -0.020515378219114186 0.017721050138724052 -0.00017235369312324479 -0.0030140658572082547 leaf_weight=6215.6435885038227 216368.22351022961 270.82396945357323 24.305498719215393 469.47042642533779 64.285985097289085 82348.897129066288 2686.3714431077242 1802.1961522512138 3989.9302937909961 1920.1288862079382 777.56032548844814 572.82603333890438 443.72037065029144 859.68381382524967 195.79259793460369 355.23398321866989 71.948305174708366 30.631490394473076 72.319266185164452 212.27821868658066 47.066798850893974 28.233150884509087 13.385230392217634 26.036620393395424 145.31205458194017 286.60488502681255 206.42431739717722 65.123315185308456 1716.0099609792233 2786.9382934272289 leaf_count=28395 945788 1232 104 1976 269 349833 12036 8095 17369 7996 3237 2379 1953 3566 885 1473 308 131 315 899 199 126 57 110 673 1191 1058 379 7165 12266 internal_value=-1.56202e-05 9.74414e-05 0.00424461 0.00156035 0.00616405 5.28697e-05 0.000135628 0.00105999 0.00182627 0.00329502 0.00237616 -0.00292736 0.00398642 0.00664088 0.00581287 0.0108061 0.0076575 0.015014 -0.00103508 0.00376343 0.0109424 0.00246555 0.0185995 -0.0087396 -9.83617e-06 -0.00146564 -0.0122179 -0.000686601 0.00195381 -0.00254061 internal_weight=325073 108705 1155.89 885.062 415.592 107549 101334 13778.3 11976.1 7913.9 5797.98 1350.39 4447.59 1761.22 2115.92 901.534 515.669 385.865 4062.25 351.306 139.027 91.9605 37.6907 54.2698 87555.3 5206.41 351.736 4854.68 2002.61 2852.06 internal_count=1411463 465675 4972 3740 1764 460703 432308 59743 51648 33964 25083 5616 19467 7431 8881 3865 2261 1604 17684 1495 596 397 161 236 372565 22732 1731 21001 8356 12645 is_linear=0 shrinkage=0.03 Tree=432 num_leaves=31 num_cat=0 split_feature=0 1 1 1 0 1 2 2 2 0 0 2 0 1 0 1 0 1 3 2 0 0 2 2 2 2 3 1 2 2 split_gain=2.19455 4.57282 7.26323 6.35433 4.24721 3.33885 6.02327 4.95807 6.53064 9.70387 6.26276 5.17402 5.09922 8.79184 3.55266 3.46 13.1089 9.27209 13.5003 10.0014 10.5946 6.6239 10.7103 6.36481 6.25189 13.9629 7.0947 6.06285 5.91887 10.1988 threshold=94.500000000000014 56.500000000000007 82.500000000000014 22.500000000000004 97.500000000000014 56.500000000000007 28052.395507812504 9293.0400390625018 7602.1542968750009 75.500000000000014 82.500000000000014 13080.345703125002 61.500000000000007 63.500000000000007 70.500000000000014 17.500000000000004 21.500000000000004 14.500000000000002 2.0774999856948857 4973.6452636718759 44.500000000000007 89.500000000000014 94341.222656250015 238.39634704589847 2760.058227539063 1383.2932128906252 4.4095001220703134 30.500000000000004 4406.9799804687509 8492.8930664062518 decision_type=2 2 2 2 2 2 2 2 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 -2 -4 15 7 8 9 12 11 -9 -7 -14 -15 17 28 -1 19 23 -21 -18 -23 -19 25 26 -20 -24 -17 -30 right_child=1 2 4 -5 -6 6 -8 10 -10 -11 -12 -13 13 14 -16 16 21 18 24 20 -22 22 27 -25 -26 -27 -28 -29 29 -31 leaf_value=-8.9555167375862121e-06 -0.0013415423360226531 0.030484113601556322 0.0073857333749209669 -0.016291099200321048 -0.031540589264915132 -0.015730346851456863 0.0063698060615595894 -0.034105600509994963 0.017043265520135149 -0.025069500831033178 0.00093480663353195373 -0.011853701851581185 0.013834696343734677 -0.016849890430107563 0.0023725546622231507 -0.010568342117674432 0.00086390100285629054 -0.010615762238923965 0.0048575541096343372 -0.018101732770367748 -0.00203637299974679 -0.019501428731715863 0.017629202486063894 -0.0012095157321413215 0.0027339064006121779 -0.027761872462526215 -0.021757811326723133 -0.010451281801325213 0.035954454000499132 0.0094478912747241999 leaf_weight=319982.76345712598 925.11782936565578 10.305787846446039 8.9914759509265405 26.31705866381526 3.5064351744949809 16.653096616268158 42.924232192337513 14.59379208087921 13.545695975422857 18.077708579599857 19.356620952486992 26.448362752795219 33.188590317964554 18.299730524420738 16.41547355055809 9.6350598037242872 2777.6853667125106 84.82430773973465 54.902393415570259 104.55024906992912 57.132770597934723 36.722766444087029 15.54248744249344 273.48399673402309 347.25348123908043 20.711914137005806 10.784480363130568 12.473890617489813 15.907031953334807 73.103461623191833 leaf_count=1387552 4273 61 80 123 154 67 206 59 55 80 93 108 136 74 67 57 12748 652 303 561 257 197 65 1367 1469 109 64 53 65 308 internal_value=-1.51522e-05 -0.00143686 0.0118392 -0.00175505 -0.0035355 -1.08786e-05 -0.0037096 -0.00615979 -0.00253522 -0.00511919 -0.0131318 -0.019766 -0.000853943 0.00279443 -0.00776034 -8.37182e-06 0.00101593 -1.77585e-05 -0.00297149 -0.00623115 -0.0124248 0.000642808 -0.00884338 -0.00343631 0.00093716 -0.00628431 0.00048784 0.00512677 0.0117671 0.0141849 internal_weight=325071 974.239 22.8037 951.435 12.4979 324097 219.503 176.579 116.18 102.635 60.3988 41.0422 84.5569 67.9038 34.7152 323877 2941.07 320936 953.644 519.991 161.683 2842.42 64.7391 358.308 433.652 86.3988 65.6869 28.0164 98.6456 89.0105 internal_count=1411463 4691 295 4396 234 1406772 945 739 479 424 260 167 344 277 141 1405827 13493 1392334 4782 2837 818 13063 315 2019 1945 476 367 118 430 373 is_linear=0 shrinkage=0.03 Tree=433 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 1 2 0 0 0 0 2 0 0 2 1 1 0 2 3 3 1 3 0 1 2 2 2 3 2 split_gain=2.18542 21.0502 28.5208 17.3472 13.698 12.5541 14.2471 56.3128 54.0347 19.1697 51.781 25.0804 21.4914 33.5106 12.8056 12.7702 12.6625 16.6683 61.3625 12.4318 20.3395 17.4628 20.5524 19.9474 12.3234 13.5603 12.8524 12.2738 45.8558 36.4327 threshold=1499.682556152344 1421.1920166015627 18.500000000000004 1.8174999952316286 1.6674999594688418 -3.4999999999999996 931.96960449218761 10.500000000000002 44.500000000000007 37.500000000000007 28.500000000000004 1148.2519531250002 14.500000000000002 21.500000000000004 957.19903564453136 2.5000000000000004 2.5000000000000004 25.500000000000004 1117.6546630859377 1.3535000085830691 1.247500002384186 1.0000000180025095e-35 1.1510000228881838 48.500000000000007 1.0000000180025095e-35 1268.2044067382815 1317.2869262695315 803.05700683593761 1.1510000228881838 857.34472656250011 decision_type=2 2 2 2 2 2 2 2 2 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 19 -1 27 -8 9 10 12 14 -9 24 -12 -11 17 -15 -19 20 21 22 -4 -23 25 -14 -26 -7 29 -29 right_child=-2 2 3 -5 -6 6 7 8 -10 15 11 -13 13 16 -16 -17 -18 18 -20 -21 -22 23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.0012566385405910117 -6.9834009556249207e-05 0.012653037787375098 0.034695578926178187 -0.0024335562453972324 0.018722705202776101 8.0272861187476101e-05 -0.0041752332885715933 0.0021794201220005898 -0.001007137433484044 0.0063877098890039183 0.0044392046249787393 0.0019228965587390766 0.0054862490712611093 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1232 104 1976 269 349833 7418 12036 18361 7996 364 2379 1953 1338 2873 885 298 253 1677 899 199 126 57 110 1473 308 131 673 21001 1058 internal_value=-1.46996e-05 9.50439e-05 0.00412375 0.00151782 0.00598446 5.17827e-05 0.000132077 0.0010289 0.00173588 0.00319777 0.00230594 -0.00283993 0.00386819 0.00644377 -0.00635035 0.00564307 0.0022063 0.00115726 0.00476825 0.00365365 0.0106383 0.00240089 0.0181285 -0.00850743 0.0104852 0.00744401 0.0145311 -9.02348e-06 -0.00142193 -0.0119076 internal_weight=325069 108702 1154.86 884.593 415.224 107547 101328 13775.1 12127.5 7911.25 5797.02 1350.06 4446.96 1761.08 777.217 2114.24 859.693 793.795 469.71 350.999 138.711 91.6083 37.5167 54.0916 901.39 514.585 386.804 87553.3 5204.48 350.11 internal_count=1411463 465675 4972 3740 1764 460703 432308 59743 52325 33964 25083 5616 19467 7431 3237 8881 3566 3268 1930 1495 596 397 161 236 3865 2261 1604 372565 22732 1731 is_linear=0 shrinkage=0.03 Tree=434 num_leaves=31 num_cat=0 split_feature=0 1 1 1 0 1 2 2 2 0 0 0 1 0 2 2 1 0 1 3 2 0 0 2 2 2 2 3 1 2 split_gain=2.05977 4.32868 6.92991 5.99858 4.10185 3.14078 5.67184 4.65894 6.14464 9.26806 5.89091 5.30607 6.6493 5.09941 4.89196 3.3454 3.26591 12.371 8.73742 12.7479 9.50798 10.1391 6.26217 10.1816 6.06218 5.90525 13.3622 6.73616 5.71843 5.58631 threshold=94.500000000000014 56.500000000000007 82.500000000000014 22.500000000000004 97.500000000000014 56.500000000000007 28052.395507812504 9293.0400390625018 7602.1542968750009 74.500000000000014 82.500000000000014 61.500000000000007 63.500000000000007 70.500000000000014 13080.345703125002 4406.9799804687509 17.500000000000004 21.500000000000004 14.500000000000002 2.0774999856948857 4973.6452636718759 44.500000000000007 89.500000000000014 94341.222656250015 238.39634704589847 2760.058227539063 1383.2932128906252 4.4095001220703134 30.500000000000004 4406.9799804687509 decision_type=2 2 2 2 2 2 2 2 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 -2 -4 16 7 8 9 11 14 -7 15 -14 -9 -13 18 29 -1 20 24 -22 -19 -24 -20 26 27 -21 -25 -18 right_child=1 2 4 -5 -6 6 -8 10 -10 -11 -12 12 13 -15 -16 -17 17 22 19 25 21 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_value=-8.2716816908792086e-06 -0.0012990036102971396 0.02992449494935456 0.0071342698862872454 -0.015842776341494613 -0.031494206050407307 -0.015263030300443511 0.0061906183074657076 -0.033123931434422806 0.016523806050351225 -0.021993683416542571 0.00090861372956926357 0.020554679129083729 -0.0163243164642662 0.0087228502290376177 -0.011482465313667933 0.00080201876093105855 -0.010319193655384215 0.0008398955133379016 -0.010375271507458237 0.0046960310242784714 -0.017716160979368369 -0.0019737215850633371 -0.019084558215300491 0.017162828003176544 -0.0011695688225150016 0.002653515081891167 -0.027303445367674931 -0.021367958355538022 -0.010112513681352908 0.013793917181697262 leaf_weight=319981.10134138656 925.04152009449899 10.186105668544771 9.031178340315817 26.247522078454494 3.407513669691979 16.646049574017525 42.857223995029926 14.574857264757155 13.553971409797667 22.471136610955 19.361737705767155 20.51906281709671 18.317399531602863 12.179848134517668 26.479046791791916 12.368350774049757 9.5796787142753583 2777.9520272389054 84.215718813240528 55.038297399878502 103.62278994172812 57.117532499134541 36.399872228503227 15.488605320453646 273.35303814709187 347.31395529210567 20.442493841052055 10.651353806257246 12.501987010240553 88.805184260010719 leaf_count=1387552 4273 61 80 123 154 67 206 59 55 98 93 84 74 50 108 51 57 12748 652 303 561 257 197 65 1367 1469 109 64 53 373 internal_value=-1.42596e-05 -0.00139185 0.011577 -0.00170029 -0.0034478 -1.01198e-05 -0.00359889 -0.00597633 -0.00245936 -0.00496953 -0.0127323 -0.000189462 0.00376915 -0.0063211 -0.0191656 0.0131261 -7.68952e-06 0.000987522 -1.68087e-05 -0.00288696 -0.00606202 -0.0121222 0.000625511 -0.00862354 -0.00333772 0.000909724 -0.00612183 0.000469844 0.00498031 0.011446 internal_weight=325067 973.914 22.6248 951.289 12.4387 324093 219.329 176.471 116.056 102.502 60.4156 80.0307 63.3847 30.4972 41.0539 32.8874 323874 2940.73 320933 951.755 518.309 160.74 2842.34 64.3905 357.569 433.446 86.1321 65.6897 27.9906 98.3849 internal_count=1411463 4691 295 4396 234 1406772 945 739 479 424 260 326 259 124 167 135 1405827 13493 1392334 4782 2837 818 13063 315 2019 1945 476 367 118 430 is_linear=0 shrinkage=0.03 Tree=435 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 2 3 0 3 2 2 0 1 2 1 1 0 1 0 3 2 2 3 3 3 0 1 1 2 2 split_gain=4.57595 18.0573 39.7775 39.4665 25.9695 26.7704 39.3647 49.5807 26.1365 26.0637 58.3961 29.3348 26.1175 21.8248 20.8215 20.6365 19.055 19.5617 18.8993 18.454 22.6892 17.6565 25.0869 22.3804 18.3088 16.6056 24.8426 20.4855 28.983 25.7857 threshold=3912.1914062500005 2.279500007629395 3673.1176757812505 5.4584999084472665 1317.2869262695315 857.34472656250011 5.4584999084472665 28.500000000000004 12.393000125885012 912.96624755859386 931.96960449218761 21.500000000000004 1.0000000180025095e-35 2363.3640136718755 10.500000000000002 -1.4999999999999998 16.500000000000004 -1.4999999999999998 4.5000000000000009 28.166500091552738 2173.7932128906255 803.05700683593761 4.1315000057220468 4.7190001010894784 2.9229999780654912 23.500000000000004 1.0000000180025095e-35 3.5000000000000004 636.32186889648449 457.87971496582037 decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 18 7 9 14 16 15 12 -12 19 -6 -11 17 -7 -3 20 -10 23 24 25 -23 26 -20 28 -28 -29 right_child=-2 2 3 -5 8 6 -8 -9 13 10 11 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.0001648629877349413 0.00016081577209932127 -0.025419638432416472 -0.01207432089127709 0.0014640370516369782 -0.0016378550567147754 -0.045202764808355986 9.1257494651884757e-06 -0.0010414792928217062 0.00090174486100903968 0.0061236348010623469 0.006795306847842679 0.0024785173431806909 0.019127809048483119 -0.0007190616978731396 -0.0099510847193665392 0.03067716598932509 0.003240232125456773 -0.0050426361429052871 -9.057662692761706e-05 0.021611661418560107 0.0093934109039939852 -0.0041888154053243854 -0.0050404365450382235 0.0014752239263438331 0.011554864644072961 7.3889586094293957e-05 -0.0044524896191304513 0.016529471898105774 0.0022626553972457495 -0.00048145543809792062 leaf_weight=113510.36328751594 144677.52954249666 26.994960337877274 516.6281229481101 310.12466281279922 16601.327924279612 14.357743896543978 5618.9761208184063 1078.2145430147648 1079.6003534644842 39.788182005286217 425.22200235724449 696.54254215955734 242.79791855812073 2831.870502056554 275.65533530339599 136.48102562129498 497.97648023068905 45.535396337509155 6040.2840613052249 50.290519777685404 383.88590785115957 114.73793584108353 1351.4106165096164 6153.9969303309917 158.06070293486118 16961.361415073276 4135.7975868433714 98.973166957497597 672.52777770161629 422.77704407274723 leaf_count=486786 630406 157 2128 1310 74935 70 25434 4554 5202 193 1884 2936 1000 13723 1423 576 2114 197 25194 317 1870 482 5966 27510 671 71736 17640 473 2822 2065 internal_value=3.51157e-05 -6.56418e-05 -0.000456263 -0.00699592 -0.000374536 3.39603e-05 0.00151819 0.00418727 -0.00123941 0.00687355 0.0088852 0.00678613 0.0112777 0.00083534 -0.00177364 0.0251348 0.00131739 -0.0146699 -0.000327309 0.00374321 0.00312919 -0.00030855 -0.0033653 -0.000164584 0.00493314 -0.00052077 -0.00140783 -0.00290061 -0.00351326 0.00274542 internal_weight=325170 180493 66982.2 826.753 66155.4 44932.8 8795.89 3176.92 21222.6 2098.7 1540.83 1364.56 668.02 4345.65 16877 176.269 557.87 59.8931 36136.9 1513.78 1463.49 36109.9 1624.21 34485.7 272.799 28331.7 11370.4 5330.08 4808.33 521.75 internal_count=1411774 781368 294582 3438 291144 193674 38958 13524 97470 8970 6589 5820 2884 21112 76358 769 2381 267 154716 7389 7072 154559 7119 147440 1153 119930 48194 23000 20462 2538 is_linear=0 shrinkage=0.03 Tree=436 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 2 3 0 3 2 2 0 1 2 1 1 0 1 0 3 2 1 0 2 3 2 1 2 2 0 split_gain=4.30562 16.9917 37.411 37.1049 24.4369 25.1904 37.0446 46.6574 24.5944 24.5467 55.0881 27.6115 24.3259 20.5512 19.7175 19.4074 17.8663 18.3166 17.8531 17.5295 21.3966 16.6791 18.0707 58.4823 55.2131 22.0451 21.2131 20.37 20.1793 19.9825 threshold=3912.1914062500005 2.279500007629395 3673.1176757812505 5.4584999084472665 1317.2869262695315 857.34472656250011 5.4584999084472665 28.500000000000004 12.393000125885012 912.96624755859386 931.96960449218761 21.500000000000004 1.0000000180025095e-35 2363.3640136718755 10.500000000000002 -1.4999999999999998 16.500000000000004 1.0000000180025095e-35 4.5000000000000009 28.166500091552738 2173.7932128906255 1.0000000180025095e-35 23.500000000000004 418.29415893554693 2.7749999761581425 593.91436767578136 3.5000000000000004 457.87971496582037 636.32186889648449 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=1 -1 4 -4 5 18 7 9 14 16 15 12 -12 19 -6 -11 17 -7 -3 20 -10 -20 26 -24 25 29 28 -28 -23 -25 right_child=-2 2 3 -5 8 6 -8 -9 13 10 11 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.00015991639848938832 0.00015599290671167607 -0.024751311492738726 -0.011705601234096209 0.0014201188447887036 -0.0015887280169419459 -0.029639543263884759 8.8516007604280687e-06 -0.0010103275455509958 0.00087480853539354181 0.0059547440534087033 0.0066048873652939204 0.0024043368694138941 0.018500468568244676 -0.00069743434403858704 -0.0096962982025485828 0.029791609401399997 0.0031432789627808852 0.0035462554058180804 0.00031013983426220741 0.021110872443690091 0.00912585420249689 -0.0035478117994683497 -0.00235309123696552 0.014304385052776246 0.00056248551322347841 -0.00020244332293818242 0.013658839049737158 0.00055606682786173188 -0.00036484730885976818 0.0045836094546629676 leaf_weight=113510.81883498281 144676.04343867349 26.893706250935793 516.91010694950819 310.12411245703697 16601.239584671101 32.103871218860149 5618.9725639298558 1078.1171972453594 1079.4599702730775 39.690673246979713 424.3698720484972 696.49271085858345 243.48927925527096 2832.0921059548855 274.43052934482694 136.32407538592815 497.93674825131893 28.044744431972504 19068.566801797599 49.944313161075115 383.2957221493125 4998.0524476394057 4525.2559603601694 527.21112099289894 3014.1639114320278 204.75263385474682 132.98997370898724 541.90871685743332 2795.0978299081326 297.84444303810596 leaf_count=486786 630406 157 2128 1310 74935 146 25434 4554 5202 193 1884 2936 1000 13723 1423 576 2114 121 80646 317 1870 21378 19874 2269 13188 886 634 2642 11726 1316 internal_value=3.40622e-05 -6.36761e-05 -0.000442622 -0.00678367 -0.000363342 3.29374e-05 0.00147272 0.00406214 -0.00120235 0.00666821 0.00862122 0.00658348 0.0109418 0.000810486 -0.00172057 0.0244165 0.0012777 -0.0141664 -0.00031754 0.00363363 0.00303689 -0.00029934 -0.000981486 -1.02383e-05 0.00261144 0.00860858 -0.00196434 0.00313799 -0.00240621 0.0107952 internal_weight=325163 180487 66975.8 827.034 66148.7 44928.3 8795.54 3176.57 21220.5 2098.45 1540.37 1364.35 667.859 4344.79 16875.7 176.015 558.085 60.1486 36132.7 1512.7 1462.76 36105.8 17037.3 8569.23 4043.97 1029.81 8468.05 674.899 7793.15 825.056 internal_count=1411774 781368 294582 3438 291144 193674 38958 13524 97470 8970 6589 5820 2884 21112 76358 769 2381 267 154716 7389 7072 154559 73913 37533 17659 4471 36380 3276 33104 3585 is_linear=0 shrinkage=0.03 Tree=437 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 0 2 3 0 2 2 0 1 2 1 1 0 2 0 2 3 3 3 0 1 0 0 0 1 0 split_gain=4.05137 15.9896 35.1874 34.8886 22.9942 23.9098 23.7041 34.8613 43.9069 23.1249 51.9915 25.9932 22.6724 21.484 21.4159 18.2675 17.2855 21.442 16.8649 16.7431 23.5918 21.0812 17.2294 16.7368 17.0609 15.66 23.2506 17.0885 14.9947 22.6103 threshold=3912.1914062500005 2.279500007629395 3673.1176757812505 5.4584999084472665 1317.2869262695315 80.500000000000014 857.34472656250011 5.4584999084472665 28.500000000000004 912.96624755859386 931.96960449218761 21.500000000000004 1.0000000180025095e-35 1808.673522949219 10.500000000000002 -1.4999999999999998 7.5000000000000009 2363.3640136718755 4.5000000000000009 803.05700683593761 4.1315000057220468 4.7190001010894784 2.9229999780654912 16.500000000000004 -1.4999999999999998 26.500000000000004 23.500000000000004 21.500000000000004 -2.4999999999999996 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 4 -4 6 14 18 8 9 23 15 12 -12 -7 16 -11 17 -6 -3 21 22 -20 -21 24 -8 26 27 -17 29 -18 right_child=-2 2 3 -5 5 13 7 -9 -10 10 11 -13 -14 -15 -16 25 28 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00015511838194509224 0.0001513146449035974 -0.024100891848624937 -0.011349078014755954 0.0013775187464800365 0.0033626326401792138 -0.0050813619157265132 -0.041668479034381763 8.5862227150306901e-06 -0.00098010520055559383 0.0057901999160510989 0.0064195653146976285 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13976.510417848825 1030.7948948219419 leaf_count=486786 630406 157 2128 1310 7063 1171 70 25434 4554 193 1884 2936 1000 5105 1362 334 2283 16513 119930 482 5966 27510 671 2114 197 56 80 106 59161 4812 internal_value=3.30389e-05 -6.17723e-05 -0.000429402 -0.00657821 -0.000352495 -0.0011664 3.19356e-05 0.00142862 0.00394076 0.00646903 0.0083656 0.0063871 0.0106167 0.00257981 -0.00143711 0.0237249 -0.00132277 0.000423351 -0.000308084 -0.000290426 -0.00326709 -0.000150198 0.00478154 0.00123896 -0.0136629 0.0289419 0.0255371 0.0311328 -0.00177905 0.00106682 internal_weight=325154 180480 66968.3 827.274 66141 21218.3 44922.7 8795.18 3176.21 2098.19 1539.81 1364.1 667.654 1429.99 19788.3 175.715 19526.2 4045.34 36127.5 36100.7 1624.15 34476.6 272.725 558.38 60.4842 136.12 122.414 103.463 15480.9 1504.37 internal_count=1411774 781368 294582 3438 291144 97470 193674 38958 13524 8970 6589 5820 2884 6276 91194 769 89832 23576 154716 154559 7119 147440 1153 2381 267 576 520 440 66256 7095 is_linear=0 shrinkage=0.03 Tree=438 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 2 0 2 0 1 0 2 1 2 2 1 1 1 2 0 2 2 1 0 1 0 1 1 2 1 split_gain=3.81642 15.1116 36.9104 28.1129 62.289 33.4233 38.2472 38.6645 28.8117 28.9046 27.872 33.179 37.2034 30.4958 25.528 33.7769 22.9343 21.6121 21.3778 40.443 21.2737 20.826 19.2202 27.8726 23.2704 18.5788 23.9378 17.5772 22.0959 39.5864 threshold=3754.1591796875005 51.500000000000007 34.500000000000007 4493.2343750000009 43.500000000000007 10240.441894531252 40.500000000000007 7957.9211425781259 47.500000000000007 24.500000000000004 45.500000000000007 6949.8193359375009 -3.4999999999999996 6643.0878906250009 7602.1542968750009 -2.4999999999999996 -2.4999999999999996 2.5000000000000004 6054.8757324218759 73.500000000000014 8871.7465820312518 5083.1333007812509 2.5000000000000004 47.500000000000007 1.0000000180025095e-35 42.500000000000007 -1.4999999999999998 2.5000000000000004 19759.034179687504 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 -4 6 14 10 9 -9 11 12 -8 21 -5 -16 -13 -18 19 -3 -10 -12 23 24 -6 26 -14 -7 29 -29 right_child=1 18 3 5 22 27 7 8 20 -11 13 16 25 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-6.1329132354106253e-05 0.00024736356096356147 0.0034418433370531666 0.0039641978520281373 -0.0029732817863693702 -0.0176343056348865 3.5616322731474341e-06 -0.019322443131462835 0.0049741001125756888 0.0030263789687907387 -0.03733637698196518 0.0012490141747190753 0.006582726627549996 0.024294403862680017 0.004322268936784752 0.0035345556720839341 -0.011551983210403025 -0.019474114012105328 0.00033621980255261449 0.00033249268508234251 -0.0027710926021017376 -0.0084531623016156753 -0.006262776837620776 -0.016602932564279405 0.0015102619942167104 0.00094580785846693405 -0.0047717868804854442 0.00060434614701994252 -0.0080166006872608459 0.0010203581472136244 0.0096871222582516573 leaf_weight=178123.44147257472 95330.835614447482 5138.2427813857794 2336.0484299063683 1001.6655225306749 174.52745495736599 9442.5831637680531 126.73873779177666 1206.5150721147656 252.21377363801003 14.708745777606962 513.64934749156237 44.194778457283974 44.397352755069733 623.45703627169132 154.28178544342518 994.50918705761433 308.45668070018291 59.051153302192688 23454.055281316862 1154.9022402837873 342.71518956124783 940.16311684250832 125.95496247708797 373.48946058750153 92.990501686930656 737.08443900197744 283.60882464051247 955.83600416779518 669.23082964122295 129.01695601642132 leaf_count=771598 423647 21067 9624 4176 704 38395 514 5060 1053 69 2452 178 179 2795 632 4112 1333 309 98393 4775 1440 4467 761 1669 437 3223 1209 4176 2798 529 internal_value=3.20487e-05 0.000145178 -8.00008e-06 -0.00111721 0.00152874 -0.00155292 -0.0030817 -0.00175471 0.00182717 0.0044645 -0.00352205 -0.00649332 -0.00395703 -0.0012284 -0.00647373 -0.00952587 -0.0138356 -0.016291 0.000749078 0.00230166 -0.00358653 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5.4584999084472665 1575.673034667969 80.500000000000014 7.5000000000000009 -2.4999999999999996 2363.3640136718755 2911.024291992188 25.500000000000004 3.4465000629425053 10.500000000000002 2760.058227539063 2966.459106445313 1.0000000180025095e-35 20.500000000000004 1.5000000000000002 17.500000000000004 21.500000000000004 2215.613159179688 1850.3489990234377 2583.655151367188 5.5000000000000009 2.5095000267028813 2492.341430664063 11.500000000000002 2022.2656250000002 2363.3640136718755 2406.084106445313 decision_type=2 2 2 2 2 2 2 2 2 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 -4 -3 6 8 -8 -6 10 13 12 -11 18 -13 -12 17 -15 25 -20 21 -21 -17 -16 -24 26 28 -28 -9 -30 right_child=-2 2 3 -5 5 -7 7 9 -10 11 15 14 -14 16 23 22 -18 -19 19 20 -22 -23 24 -25 -26 -27 27 -29 29 -31 leaf_value=0.00015115314573443877 0.00014324015424544594 1.0034537705181095e-06 -0.01100725484464825 0.0013385732860447326 0.0034543077998098084 0.0032889145294545852 0.0016147713107421365 0.00024877234754189367 -0.0011616101437986015 0.0021567833968917718 -0.012784606905466666 0.01408260347603019 -0.012082822242241033 -0.0015182666296073798 -0.004123256990758258 -0.0074054316750650452 -0.021863157515568207 -0.025756772834212772 0.0064188259426467059 -0.0070549564774025457 -0.01028206317839382 0.0095567710997341709 0.019218723709785217 0.0061727896962704429 -0.0018123012106505711 0.003195193495832179 -0.018579139531675695 -0.00046015566867235557 -0.039606369403607511 -0.012209842695041332 leaf_weight=113510.97483516484 144661.26927509648 47516.033177716658 517.3433380573988 310.11679724231362 1320.431384216994 1272.3766898885369 1336.0490046143532 1351.5839879214764 2606.6614277197514 2327.2132192701101 732.91492654383183 87.183009013533592 141.09722784161568 190.44205978512764 3108.2333620935678 760.7161049246788 101.91658821702003 38.400007992982864 784.71225471794605 252.28135132789612 321.6189024746418 240.7442638874054 47.7412279099226 161.89797055721283 159.60010865330696 366.37470774352551 353.71355536580086 455.95860725641251 36.930356875061989 63.371681228280067 leaf_count=486786 630406 205088 2128 1310 6500 5580 6277 5997 16513 9704 2965 367 766 803 13063 3211 420 175 3241 1043 1323 991 200 760 668 1579 1524 1939 163 284 internal_value=3.10833e-05 -5.88172e-05 -0.000414741 -0.00638027 -0.000340103 -0.00121056 -0.00154057 -0.00210561 0.000390429 -0.00251693 -0.00369734 -0.0012487 0.0013428 -0.00192331 -0.00315398 -0.00845115 -0.0106011 -0.00558552 -0.00124433 0.0014074 -0.0034199 0.00105655 -0.0051703 -0.00361352 0.00303018 -0.00285817 -0.00383882 -0.00837562 -0.00130878 -0.022297 internal_weight=325136 180475 66963.7 827.46 66136.2 18620.2 17347.8 13420.7 3927.09 12084.6 6259.02 5825.62 2468.31 4558.05 3357.31 1700.97 330.759 228.842 4227.29 1599.36 814.645 493.026 968.057 3270.13 207.341 2627.93 2261.56 809.672 1451.89 100.302 internal_count=1411774 781368 294582 3438 291144 86056 80476 57463 23013 51186 26526 24660 10470 19482 14190 7044 1398 978 18084 6598 3357 2034 4079 13823 868 11486 9907 3463 6444 447 is_linear=0 shrinkage=0.03 Tree=440 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 0 3 2 3 3 0 0 0 2 1 2 1 2 0 2 1 1 2 0 3 3 2 3 2 1 split_gain=2.95508 11.0346 10.1175 22.0088 14.1074 17.8072 9.89185 12.9485 44.5944 106.075 38.7901 25.4979 31.6687 81.0869 29.7399 49.3946 31.0876 27.9348 30.3863 23.8994 30.1304 34.5138 23.7178 31.7708 20.4042 42.0113 53.1562 61.9543 31.116 25.8913 threshold=2629.156860351563 -36.499999999999993 2668.121704101563 53.500000000000007 59.500000000000007 60.500000000000007 12.393000125885012 1499.682556152344 1.9854999780654909 2.7749999761581425 29.500000000000004 57.500000000000007 53.500000000000007 2363.3640136718755 1.5000000000000002 1898.8924560546877 -7.4999999999999991 2320.079467773438 41.500000000000007 2022.2656250000002 4.5000000000000009 1.0000000180025095e-35 2267.636352539063 41.500000000000007 5.4584999084472665 3.653500080108643 1958.9346313476565 4.4095001220703134 2127.8171386718755 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 -2 -5 -6 7 -3 11 10 -10 12 14 19 15 -9 -17 -18 -19 -14 21 -21 -16 -24 25 28 27 29 -11 -27 right_child=2 6 -4 4 5 -7 -8 8 9 24 -12 -13 13 -15 22 16 17 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.013975218015924214 0.0052576243777996421 -5.7734651162560453e-06 5.0644412554144132e-05 -0.0087837529237778621 0.032732261445071055 -0.00080118159315689327 0.0018909301142167132 0.0032253341553149391 -0.014989739549732276 0.00065416313757661517 -0.0057928417936943706 0.0042906428521475842 -0.0054836465369166518 -0.010887019999597829 0.00050235385806690614 0.0066138421575047844 -0.0042819055522424609 -0.007270740258563905 0.00077152111327638713 -0.0017358901473865189 -0.0092642224468948917 0.011938008406852912 -0.0056407561235090669 0.0072654804992692184 -0.0026061987478894016 -0.003543420741455769 0.0092963934452389759 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39.5133 50.0195 58.2756 29.2827 threshold=2629.156860351563 -36.499999999999993 2668.121704101563 53.500000000000007 59.500000000000007 60.500000000000007 12.393000125885012 1499.682556152344 1.9854999780654909 2.7749999761581425 29.500000000000004 57.500000000000007 53.500000000000007 2363.3640136718755 1.5000000000000002 1898.8924560546877 -7.4999999999999991 2320.079467773438 41.500000000000007 2022.2656250000002 4.5000000000000009 1.0000000180025095e-35 2267.636352539063 41.500000000000007 47.500000000000007 5.4584999084472665 3.653500080108643 1958.9346313476565 4.4095001220703134 2127.8171386718755 decision_type=2 2 2 2 2 2 2 2 2 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 -3 11 10 -10 12 14 19 15 -9 24 -18 -19 -14 21 -21 -16 -24 -17 26 29 28 -28 -11 right_child=2 6 -4 4 5 -7 -8 8 9 25 -12 -13 13 -15 22 16 17 18 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.013472481384922208 0.0051029289697866872 -5.6002204507848282e-06 4.9125224555024987e-05 -0.0085175579357520265 0.031760323944378457 -0.00077716728156185873 0.0018346948104751763 0.0031294365136761426 -0.014543658718078455 0.00063452462645620074 -0.0056202922651450533 0.0041622268159608525 -0.0053181062894847222 -0.010558497919064954 0.00048726008857388298 0.012411905910914121 -0.0041517124189308025 -0.0070456574191991046 0.00074844304907240185 -0.0016832145482053322 -0.008997510105068789 0.011577465238341602 -0.0054723021596904493 0.0070472733852379472 -0.0013476013138633894 -0.0025277693317570637 0.0036891311572643938 0.0090163822068224115 -0.015282635137992691 -0.0084024544120468482 leaf_weight=51.998831074684858 870.16660885885358 108361.84537836164 190236.5845008468 199.20999453961849 17.301106333732605 80.754108875989914 2185.3436448201537 2328.4332210570574 634.93194636702538 871.4487819224596 1178.6806689202785 1211.9012020379305 325.47608931362629 833.71091195940971 1911.3007481992245 210.24175903201103 3243.9836965799332 494.94062888622284 2918.4479092955589 273.46108371019363 127.79177232086658 423.59441837668419 197.925682336092 1292.4661606401205 161.23833219707012 2596.7414561957121 518.2183303385973 878.66397804021835 202.72179645299911 512.48267906904221 leaf_count=311 3785 463740 835003 817 70 334 10763 9799 2650 3632 4945 4950 1345 3403 7790 1290 13403 2074 12084 1158 524 1695 795 5195 905 11539 2159 3680 865 2131 internal_value=-7.66242e-06 -0.000112497 6.57027e-05 0.00276705 -0.00407062 0.00496383 -0.000107309 -0.00013953 -0.0007611 -0.00262918 -0.00874429 0.000104612 -0.000228931 -0.00364893 0.000302883 -0.000544183 -0.00176114 -0.00221874 -0.0003817 0.00135886 0.00399353 0.00637518 0.00263297 0.00538466 0.00643969 -0.000641742 0.000999775 0.00421106 -0.00164556 -0.00271195 internal_weight=325352 133948 191404 1167.43 297.265 98.0552 133896 131711 23348.8 7393.89 1813.61 15954.9 14743 1984.03 12759 9357.29 7028.85 6657.37 3413.39 1150.32 824.847 697.056 3401.69 1490.39 371.48 5580.28 2983.54 1599.6 720.94 1383.93 internal_count=1412834 572825 840009 5006 1221 404 572514 561751 98011 31601 7595 66410 61460 8125 53335 39555 29756 27561 14158 4722 3377 2853 13780 5990 2195 24006 12467 6704 3024 5763 is_linear=0 shrinkage=0.03 Tree=442 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 0 3 2 3 3 0 0 0 2 1 2 1 2 0 2 1 1 2 0 1 0 3 3 2 3 split_gain=2.61599 9.64793 8.96492 19.5029 12.4826 15.7847 8.76128 11.4627 39.4782 93.982 34.3686 22.576 28.0318 71.7606 26.3261 43.7391 27.6354 24.6989 26.8511 21.154 26.6882 30.5481 20.9985 28.1254 18.7686 18.2521 18.0597 37.1762 47.0594 54.8284 threshold=2629.156860351563 -36.499999999999993 2668.121704101563 53.500000000000007 59.500000000000007 60.500000000000007 12.393000125885012 1499.682556152344 1.9854999780654909 2.7749999761581425 29.500000000000004 57.500000000000007 53.500000000000007 2363.3640136718755 1.5000000000000002 1898.8924560546877 -7.4999999999999991 2320.079467773438 41.500000000000007 2022.2656250000002 4.5000000000000009 1.0000000180025095e-35 2267.636352539063 41.500000000000007 -2.4999999999999996 47.500000000000007 5.4584999084472665 3.653500080108643 1958.9346313476565 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 -1 3 -2 -5 -6 7 -3 11 10 -10 12 14 19 15 -9 25 -18 -19 -14 21 -21 -16 -24 -20 -17 27 -11 29 -29 right_child=2 6 -4 4 5 -7 -8 8 9 26 -12 -13 13 -15 22 16 17 18 24 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.012991505436655112 0.0049527528976388941 -5.4322734929553876e-06 4.7651595081441523e-05 -0.0082597974278885485 0.03083248277211751 -0.00075387351510647002 0.0017801192058397063 0.0030363789068416033 -0.014112105637323293 -0.0026307413386092884 -0.0054529242040025332 0.0040376793720059501 -0.0051576619185315503 -0.010240500525749352 0.00047262045786144856 0.01212933424890885 -0.0040255628485633688 -0.0068279099774467287 0.0066528485031503567 -0.001632156847738663 -0.0087385135808659056 0.011228656971805646 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0.00268516 -0.00394797 0.00481576 -0.000104088 -0.000135342 -0.000738272 -0.00255038 -0.00848422 0.000101504 -0.000222039 -0.00353921 0.000293843 -0.000527842 -0.00170823 -0.00215168 -0.000370212 0.00131802 0.00387373 0.00618261 0.00255393 0.00522319 0.000726054 0.0062712 -0.000622459 0.000969755 0.00408437 -0.00159605 internal_weight=325350 133947 191403 1166.97 297.302 98.0392 133895 131710 23348.2 7393.71 1813.14 15954.5 14742.7 1984.18 12758.5 9356.72 7028.91 6658.84 3413.59 1150.37 824.838 697.203 3401.76 1490.37 2918.19 370.063 5580.57 2983.6 1599.74 721.003 internal_count=1412834 572825 840009 5006 1221 404 572514 561751 98011 31601 7595 66410 61460 8125 53335 39555 29756 27561 14158 4722 3377 2853 13780 5990 12084 2195 24006 12467 6704 3024 is_linear=0 shrinkage=0.03 Tree=443 num_leaves=31 num_cat=0 split_feature=1 1 1 0 0 2 1 0 0 1 1 0 0 0 2 1 2 3 0 0 2 0 0 0 0 1 0 2 1 3 split_gain=2.50688 12.903 4.02368 5.84349 3.933 5.19654 5.64595 7.53184 5.66741 3.78079 8.31539 5.77823 3.25941 3.31268 2.43505 9.02483 8.78853 38.5036 30.8563 34.5155 65.4133 93.7131 40.5965 43.5273 27.7318 39.491 25.5229 19.1804 18.1034 26.1913 threshold=58.500000000000007 57.500000000000007 59.500000000000007 63.500000000000007 66.500000000000014 28052.395507812504 73.500000000000014 82.500000000000014 70.500000000000014 82.500000000000014 75.500000000000014 92.500000000000014 94.500000000000014 97.500000000000014 2629.156860351563 -36.499999999999993 3645.8532714843755 1.0619999766349795 24.500000000000004 57.500000000000007 3252.167602539063 60.500000000000007 60.500000000000007 63.500000000000007 18.500000000000004 2.5000000000000004 67.500000000000014 3081.7368164062505 2.5000000000000004 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 14 -2 -4 -5 6 8 -8 -6 10 -7 -11 -13 -14 15 -1 17 -16 24 28 21 -21 -22 -24 25 -19 -25 -26 -20 -30 right_child=2 -3 3 4 5 9 7 -9 -10 11 -12 12 13 -15 16 -17 -18 18 19 20 22 -23 23 26 27 -27 -28 -29 29 -31 leaf_value=-0.012531047168884205 0.018166090691721253 -0.026286601881892521 -0.016172527344450436 0.016533918177266543 -0.009502332575218167 0.0047432532910639067 -0.02222093620217476 0.0032610743958889029 0.0094897539769422373 0.022001405398424798 0.034673987215274239 -0.03690505956265927 0.0054474216592950665 -0.031440345707410215 -0.010637573981803931 -0.00010120674363124213 -1.0282867677063595e-05 0.00056517902969635233 0.0016450054027328626 -0.010382739724889362 0.0085954413341551832 0.0012601657186726365 -0.0061331231676215537 0.012292028986791652 -0.011574891920940801 -0.015108558893342837 0.00015740646549600781 -0.0020440624154391303 -0.018926112400097474 0.0054385640581457251 leaf_weight=52.592136546969414 15.086624592542647 16.817116372287273 14.603381052613257 18.829331651329994 20.466354817152023 24.110666736960411 22.583056837320328 19.413768380880356 45.755312278866768 7.0212814956903484 12.783001929521559 3.373718947172164 9.0282807014882547 2.893236794974654 268.77976031601429 133877.83957578801 170415.30623594974 2441.9355132207274 10853.084898948669 1168.8109208345413 753.30847792327404 1330.3783749639988 589.57142034173012 264.94506441056728 385.63649858534336 153.78690649569035 379.36746008694172 374.67051606625319 40.622477412223816 1763.8669295161963 leaf_count=311 63 69 60 77 83 114 95 103 187 29 75 21 75 145 1129 572448 751723 10871 45518 4759 3073 5478 2403 1081 1608 736 1597 1580 179 7144 internal_value=-7.20654e-06 -9.35268e-06 0.00322403 0.00210174 0.00353452 0.00207258 -0.00183682 -0.0104414 0.00362009 0.0092178 0.0151137 -0.000529328 -0.0108721 -0.00350488 -7.99345e-06 -0.000106088 6.07247e-05 0.000643367 0.000791274 0.00130623 -0.000954763 -0.00418494 0.00310767 -0.000242719 -0.00183935 -0.000363432 0.00514723 -0.00687821 0.00210763 0.00489007 internal_weight=325347 325131 215.948 200.861 186.258 167.429 108.218 41.9968 66.2217 59.2102 36.8937 22.3165 15.2952 11.9215 325115 133930 191184 20768.8 20500 17144 4486.38 2499.19 1987.19 1233.88 3356.03 2595.72 644.313 760.307 12657.6 1804.49 internal_count=1412834 1411707 1127 1064 1004 927 468 198 270 459 189 270 241 220 1411638 572759 838879 87156 86027 71232 18391 10237 8154 5081 14795 11607 2678 3188 52841 7323 is_linear=0 shrinkage=0.03 Tree=444 num_leaves=31 num_cat=0 split_feature=1 1 1 0 0 2 1 0 0 1 1 0 0 0 2 2 0 3 0 1 2 0 0 2 0 0 2 2 0 2 split_gain=2.36463 12.1472 3.79268 5.49443 3.75057 4.85326 5.05406 7.1268 6.81933 3.38608 8.46326 5.45922 3.12784 3.20463 2.37347 27.6485 18.2762 42.2533 15.7948 29.1949 17.6136 14.668 18.7248 31.7538 32.3802 17.7111 15.7331 25.2784 24.7884 23.8472 threshold=58.500000000000007 57.500000000000007 59.500000000000007 63.500000000000007 67.500000000000014 28052.395507812504 73.500000000000014 82.500000000000014 70.500000000000014 82.500000000000014 75.500000000000014 92.500000000000014 94.500000000000014 97.500000000000014 58553.552734375007 56351.945312500007 3.5000000000000004 21.500000000000004 1.5000000000000002 1.0000000180025095e-35 68839.980468750015 58.500000000000007 4.5000000000000009 61805.615234375007 2.5000000000000004 67.500000000000014 79088.097656250015 99998.222656250015 2.5000000000000004 68839.980468750015 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 -5 6 8 -8 -6 10 -7 -11 -13 -14 15 -1 -17 -18 19 -16 -21 22 23 24 -20 -23 28 -28 -25 -30 right_child=2 -3 3 4 5 9 7 -9 -10 11 -12 12 13 -15 18 16 17 -19 21 20 -22 25 -24 26 -26 -27 27 -29 29 -31 leaf_value=1.4137741260374859e-07 0.017655353180556662 -0.025511904640009745 -0.015655515890179997 0.014465903390022367 -0.013776181776583898 0.0037891677960613028 -0.021643145927031288 0.0031593068168260055 0.0092082883246616468 0.021388380550791977 0.034277955840270796 -0.036346152986107369 0.0052679172414459722 -0.031397342284584288 0.013191052495663986 -0.0059218219613827614 0.0024665281129558031 0.01701048380370904 0.02095948028149041 0.036711303633603434 -0.0081839156085788366 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0.00343803 0.00179021 -0.00211869 -0.0101452 0.00337037 0.00870477 0.0143656 -0.000519092 -0.0106231 -0.00341882 -7.75396e-06 1.73277e-05 0.00489722 0.00635728 -0.000269716 0.00624128 -0.00516682 -0.000346571 -0.000629322 0.000601088 -0.0110022 0.00131633 0.000924984 0.000359768 0.00431146 0.00563383 internal_weight=325343 325128 215.444 200.386 185.754 161.606 103.242 41.9293 61.3125 58.3641 36.1675 22.1966 15.1905 11.8669 325111 296703 1041.28 917.465 28407.9 331.41 125.462 28076.5 23996.3 7604.17 206.501 4080.2 7397.67 6339.57 1058.1 977.067 internal_count=1412834 1411707 1127 1064 1004 905 448 198 250 457 187 270 241 220 1411638 1275349 4935 4306 136289 12757 800 123532 105468 38487 984 18064 37503 30870 6633 6208 is_linear=0 shrinkage=0.03 Tree=445 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 1 0 0 2 3 3 0 1 3 3 1 2 2 0 1 0 3 0 2 2 0 1 1 0 split_gain=3.17996 5.11848 2.90005 4.0938 2.43891 18.2639 16.9568 16.3308 16.3802 11.9133 44.354 58.6686 17.4883 15.4787 21.896 19.0012 19.9054 16.4988 13.1759 21.9439 11.659 11.2993 11.0302 27.4763 23.9773 22.3579 25.3868 21.6669 15.4178 14.9924 threshold=-52.499999999999993 9536.4326171875018 98.500000000000014 99.500000000000014 225.0559997558594 219.22713470458987 1.0000000180025095e-35 39.500000000000007 41.500000000000007 249.38574218750003 1.532000005245209 1.5979999899864199 61.500000000000007 1.0000000180025095e-35 1.247500002384186 1.469500005245209 13.500000000000002 245.54866027832034 257.52690124511724 35.500000000000007 -1.4999999999999998 32.500000000000007 1.6674999594688418 60.500000000000007 216.45584106445315 210.83787536621097 44.500000000000007 1.0000000180025095e-35 9.5000000000000018 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 4 -4 5 22 7 -7 -9 10 13 -12 -13 17 -15 16 -16 -6 19 21 -21 -11 23 24 25 -2 29 -24 -29 -27 right_child=2 -3 3 -5 9 6 -8 8 -10 18 11 12 -14 14 15 -17 -18 -19 -20 20 -22 -23 27 -25 -26 26 -28 28 -30 -31 leaf_value=-0.012924856463234945 -0.00017885948741170525 0.012140414272472285 -0.0043366539110643188 -0.034161896809889999 0.00082153291719800074 -0.0019870722279243065 -0.00010666109473057882 -0.024182596248349342 -0.0082917818936097225 0.0062450883318557887 -0.017427600480994641 0.001685283583708505 -0.0030012607015449744 -0.0029930101001826559 0.012255086783724613 -0.022940792027889605 -0.021792187141959813 0.013598907308503633 3.0071510732618704e-05 -0.0076513811657382587 0.0017727593615454605 -0.010517174811897049 0.003664980444454635 -0.0069476893169277115 0.0051538328455786129 -0.0069641258694989249 0.00088781498619733149 -0.0010226874516458993 0.020212213687224194 -0.01990905070316433 leaf_weight=8.9472737088799459 22086.948313295841 40.621575951576233 24.271078768651936 4.9941801503300658 647.3827245682478 254.95455457270145 511.9256194382906 77.439713135361671 237.20774878561497 40.215754449367523 171.37547364830971 2868.2906224131584 955.27819710969925 124.14181186258793 652.16084398329258 14.780443280935286 15.829406082630156 105.81830707192421 288993.07155593834 147.90685975551605 587.18482932448387 361.84348149597645 1919.9859096780419 553.42750096321106 733.49716177582741 347.488929733634 339.79048232734203 2127.6201473474503 31.224223174154758 104.80890990048647 leaf_count=90 94752 974 324 47 2689 1034 2259 311 979 171 714 12037 4109 511 2706 61 94 439 1256095 623 2470 1521 8236 2396 3054 1485 1449 9443 161 474 internal_value=1.81664e-05 0.00761608 1.70077e-05 -0.0094264 1.7858e-05 -0.000243091 -0.00406904 -0.00763021 -0.0122028 4.37391e-05 0.00141992 -0.000255277 0.0005144 0.00570956 0.00859659 0.0107038 0.0114483 0.00261664 1.73897e-05 -0.00320553 -0.00012346 -0.00884054 -9.65906e-05 -0.000340153 -0.000185286 -0.000356457 -0.00530866 0.00134645 -0.000715559 -0.00996379 internal_weight=325090 49.5688 325041 29.2653 325012 29326.3 1081.53 569.602 314.647 295685 5555.06 3994.94 3823.57 1560.11 806.913 682.771 667.99 753.201 290130 1137.15 735.092 402.059 28244.8 24166 23612.5 22879 792.088 4078.83 2158.84 452.298 internal_count=1411708 1064 1410644 371 1410273 126033 4583 2324 1290 1284240 23360 16860 16146 6500 3372 2861 2800 3128 1260880 4785 3093 1692 121450 103610 101214 98160 3408 17840 9604 1959 is_linear=0 shrinkage=0.03 Tree=446 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 1 0 0 2 3 3 1 1 2 2 0 0 3 3 0 2 2 0 1 3 2 2 2 0 split_gain=3.01301 4.84462 2.74636 4.00036 2.29508 17.1827 15.9497 15.3606 15.4783 11.286 25.9815 63.6618 15.4696 12.8886 14.5492 14.5114 10.7017 28.5589 10.5374 10.3819 25.883 22.5562 21.0576 23.9391 20.404 14.7556 18.0708 16.6332 38.974 17.3349 threshold=-52.499999999999993 9536.4326171875018 98.500000000000014 99.500000000000014 225.0559997558594 219.22713470458987 1.0000000180025095e-35 39.500000000000007 41.500000000000007 238.39634704589847 1.469500005245209 1.5979999899864199 1.0000000180025095e-35 8.5000000000000018 228.7239685058594 234.37448883056643 55.500000000000007 54.500000000000007 1.247500002384186 1.6674999594688418 60.500000000000007 216.45584106445315 210.83787536621097 44.500000000000007 1.0000000180025095e-35 2.3904999494552617 216.45584106445315 157.11404418945315 199.88579559326175 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 -1 4 -4 5 19 7 -7 -9 10 12 -12 18 14 -14 -16 17 -8 -6 20 21 22 -2 -24 -21 27 -27 -26 -29 -30 right_child=2 -3 3 -5 9 6 16 8 -10 -11 11 -13 13 -15 15 -17 -18 -19 -20 24 -22 -23 23 -25 25 26 -28 28 29 -31 leaf_value=-0.012412024234748653 -0.00017349622455054155 0.011897508647723707 -0.0042147150680637707 -0.03402228060146343 0.015192387583649696 -0.0019271970566150706 0.00053470478341435378 -0.023490562676969067 -0.0080366838641807627 2.2635198722812832e-05 -0.017290321892071241 0.001462821626700615 0.016785089427566631 -0.011400106865960543 0.00025287382494423139 0.013023266292534457 -0.0064317242217960284 0.034475697655096664 0.00021028337832884462 0.0035577195667402715 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0.00743733 1.64957e-05 -0.00920075 1.73207e-05 -0.000235832 -0.00394663 -0.0073999 -0.0118339 4.24259e-05 0.0017782 4.89027e-05 0.00583481 0.00926503 0.0103028 0.0063805 -0.000103464 0.00286969 0.00176075 -9.37119e-05 -0.000329977 -0.000179741 -0.000345785 -0.00515391 0.00130662 -0.000694248 -0.00306349 0.00190257 0.00875713 -0.00485536 internal_weight=325087 49.2497 325037 29.091 325008 29323.2 1081.62 569.712 314.723 295685 3333.31 2337.05 996.259 540.868 515.004 320.857 511.912 348.282 455.392 28241.6 24164.5 23611.7 22878.1 791.426 4077.04 2158.49 1128.7 1029.79 243.326 106.469 internal_count=1411708 1064 1410644 371 1410273 126033 4583 2324 1290 1284240 13999 9854 4145 2250 2108 1313 2259 1543 1895 121450 103610 101214 98160 3408 17840 9604 5163 4441 1063 476 is_linear=0 shrinkage=0.03 Tree=447 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 1 0 0 2 3 3 0 1 3 3 1 2 2 0 1 0 1 0 0 0 3 0 2 2 split_gain=2.85443 4.58582 2.60055 3.90886 2.15994 16.1688 15.001 14.4508 14.6331 10.6926 40.2564 52.201 16.4823 13.7511 20.2653 17.256 18.2707 15.6337 12.3976 20.6749 10.9575 10.6429 11.0679 10.0797 26.8123 9.80752 9.77158 24.3818 21.2196 19.8295 threshold=-52.499999999999993 9536.4326171875018 98.500000000000014 99.500000000000014 225.0559997558594 219.22713470458987 1.0000000180025095e-35 39.500000000000007 41.500000000000007 249.38574218750003 1.532000005245209 1.5979999899864199 61.500000000000007 1.0000000180025095e-35 1.247500002384186 1.469500005245209 13.500000000000002 245.54866027832034 257.52690124511724 35.500000000000007 -1.4999999999999998 32.500000000000007 -1.4999999999999998 55.500000000000007 54.500000000000007 56.500000000000007 1.6674999594688418 60.500000000000007 216.45584106445315 210.83787536621097 decision_type=2 2 2 2 2 2 2 2 2 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 -4 5 26 7 -7 -9 10 13 -12 -13 17 -15 16 25 -6 19 21 -21 -11 -23 24 -8 -16 27 28 29 -2 right_child=2 -3 3 -5 9 6 23 8 -10 18 11 12 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.011924674768758602 -0.00016829386422018264 0.011657322729729382 -0.0040959874729919847 -0.033887880972055681 0.00076686151549005925 -0.0018691362698253237 0.00051858801169774428 -0.022823840776938428 -0.0077898665544319573 0.0060572364647426078 -0.016467478092012631 0.0016102915190204141 -0.0029400083368870344 -0.0030033774074357459 0.014361616503042967 -0.021972098806642047 -0.021244345005926094 0.013214726120429713 2.8490340834691833e-05 -0.0074128064424232145 0.0017185172550797576 -0.00011935162930212898 -0.01294201490109095 -0.0062486663144401414 0.033375371937755451 0.0066735818240943635 0.0012680409341369809 -0.0065512065342869198 0.0048473565686690178 -0.0050029606465402266 leaf_weight=9.121853578835724 22086.313755638897 39.817021285416558 24.179871125612411 4.7407963611185542 647.21688015758991 255.02168554067612 324.36811801791191 77.204249382019043 237.56367754936218 40.214577704668045 171.01274825632572 2868.6552313715219 954.93661537766457 124.12061531841755 422.56274044513702 14.706589534878729 15.563933327794073 105.6253577619791 288992.59571924631 148.09769426286221 587.31273636221886 76.971418634057045 284.53955727815628 163.37496568262577 24.006813377141953 230.96312825381756 4074.8173302188516 552.25225169956684 733.77795349061489 790.86213053017855 leaf_count=90 94752 974 324 47 2689 1034 1445 311 979 171 714 12037 4109 511 1774 61 94 439 1256095 623 2470 315 1206 716 98 932 17840 2396 3054 3408 internal_value=1.70893e-05 0.00726181 1.59985e-05 -0.0089796 1.6799e-05 -0.000228804 -0.0038286 -0.00717696 -0.0114773 4.11525e-05 0.00134488 -0.000251414 0.000473861 0.00543044 0.0081487 0.010173 0.0108795 0.00251332 1.61889e-05 -0.00311012 -0.000120358 -0.00858325 -0.0102119 -0.00010049 0.00278278 0.0116446 -9.09286e-05 -0.000320101 -0.000174358 -0.000335428 internal_weight=325083 48.9389 325034 28.9207 325005 29319.6 1081.54 569.79 314.768 295685 5555.36 3994.6 3823.59 1560.76 807.917 683.796 669.09 752.842 290130 1137.14 735.41 401.726 361.511 511.75 348.375 653.526 28238 24163.2 23611 22877.2 internal_count=1411708 1064 1410644 371 1410273 126033 4583 2324 1290 1284240 23360 16860 16146 6500 3372 2861 2800 3128 1260880 4785 3093 1692 1521 2259 1543 2706 121450 103610 101214 98160 is_linear=0 shrinkage=0.03 Tree=448 num_leaves=31 num_cat=0 split_feature=1 2 0 0 1 1 0 2 3 2 2 1 0 0 2 3 3 1 1 2 2 3 0 0 0 3 0 2 1 2 split_gain=2.70382 4.34115 2.46223 3.81924 2.03742 3.76548 6.61744 14.8156 2.0735 2.03241 15.2157 14.1098 13.5972 13.8399 10.2526 22.8012 56.852 13.4935 11.655 13.2625 13.5882 9.93873 9.91031 9.49377 25.1896 9.19376 22.9674 19.9625 19.2218 18.6684 threshold=-52.499999999999993 9536.4326171875018 98.500000000000014 99.500000000000014 -84.499999999999986 -64.499999999999986 5.5000000000000009 56351.945312500007 5.9049999713897714 225.0559997558594 219.22713470458987 1.0000000180025095e-35 39.500000000000007 41.500000000000007 238.39634704589847 1.469500005245209 1.5979999899864199 1.0000000180025095e-35 8.5000000000000018 228.7239685058594 234.37448883056643 1.247500002384186 19.500000000000004 55.500000000000007 54.500000000000007 1.6674999594688418 60.500000000000007 216.45584106445315 1.0000000180025095e-35 210.83787536621097 decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 -7 10 25 12 -12 -14 15 17 -17 21 19 -19 -21 -11 -18 24 -13 26 27 29 -27 -2 right_child=2 4 3 -5 5 8 -8 -9 -10 14 11 23 13 -15 -16 16 22 18 -20 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.011461128212653458 -0.00016324726001415243 0.032308718420776192 -0.0039803978821789316 -0.033758477234342547 -0.11100670956899504 -0.0033277522489800235 0.0083468478106236161 0.015742437794792528 0.022787149520237675 0.014745142252472334 -0.0018128357078674234 0.00050295956992104935 -0.022180887295693244 -0.007551021845953858 2.1052693026763344e-05 -0.016332819834763798 -0.022891774378261193 0.015852559906312659 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9604 3408 internal_value=1.6575e-05 0.00708949 1.55167e-05 -0.00876287 0.0114199 0.00919368 -0.00129205 -0.0386784 0.0182636 1.62933e-05 -0.000221953 -0.00371424 -0.00696112 -0.0111325 3.99166e-05 0.00169422 7.36693e-05 0.00549275 0.0086924 0.00967354 0.00593006 0.00168555 0.0014083 -9.75887e-05 0.00269864 -8.8207e-05 -0.000310517 -0.000169133 0.00122991 -0.000325376 internal_weight=325081 48.6362 325032 28.7543 39.4314 35.6338 16.5269 3.38758 19.1068 325003 29318.6 1081.41 569.837 314.784 295685 3333.66 2336.75 996.915 541.678 516.026 321.344 455.237 2160.96 511.577 348.452 28237.1 24162 23610.4 4075.1 22876.5 internal_count=1411708 1064 1410644 371 974 685 290 142 395 1410273 126033 4583 2324 1290 1284240 13999 9854 4145 2250 2108 1313 1895 9121 2259 1543 121450 103610 101214 17840 98160 is_linear=0 shrinkage=0.03 Tree=449 num_leaves=31 num_cat=0 split_feature=1 2 0 0 1 1 0 2 3 0 2 2 0 2 0 2 2 2 0 0 2 0 2 1 2 0 2 0 2 2 split_gain=2.56635 4.11367 2.33104 3.73143 2.00684 3.6203 6.05588 12.5078 2.01633 1.93116 22.6739 46.6678 26.9409 33.8716 24.4174 21.4187 20.0086 15.651 38.9482 32.6003 14.3289 13.8292 26.8572 12.0299 11.0567 27.9499 13.6891 10.3938 10.3343 10.7315 threshold=-52.499999999999993 9536.4326171875018 98.500000000000014 99.500000000000014 -84.499999999999986 -64.499999999999986 5.5000000000000009 56351.945312500007 5.9049999713897714 86.500000000000014 52584.906250000007 10727.411621093752 90.500000000000014 65292.480468750007 92.500000000000014 72077.554687500015 34238.300781250007 44208.716796875007 87.500000000000014 90.500000000000014 32150.583984375004 92.500000000000014 84498.644531250015 -2.4999999999999996 8136.8720703125009 90.500000000000014 1117.6546630859377 92.500000000000014 441.73387145996099 389.89239501953131 decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 7 -6 -7 -2 11 24 15 14 -14 -12 20 19 -19 -18 23 -15 -23 -13 26 -26 28 -27 29 -11 right_child=2 4 3 -5 5 8 -8 -9 -10 10 12 16 13 21 -16 -17 17 18 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.011019851142868855 6.2091896637868471e-06 0.032238745949777749 -0.0038678750316384885 -0.03363384335478746 -0.098519171984252224 -0.0032189638495255506 0.0081511755468715204 0.015496686705178462 0.022548524035484917 0.0059283232604225872 0.018171728829839365 0.0081635755287029488 -0.034455494749405249 0.0066832439160978072 0.001077768714234123 0.0052022280548399795 -0.036583484682669115 0.029827806713734563 -0.012423338932434778 -0.0079225261492733116 0.017552567839283367 -0.022879967845298652 0.00091816239213023446 -0.0042685690105572676 0.029416030923959814 -0.014397687154494436 0.00028639797878051679 0.0096983504450653454 0.0082443995962042035 -0.02080189416284416 leaf_weight=9.2849157005548459 319500.0751509316 3.6932870519813141 24.093921142164621 4.4979252181947222 1.5874534081667653 3.3186976201832357 13.052478432655333 1.9052605689503253 15.490094317123292 31.098573416471481 144.40925300121307 74.254842028021812 41.410062149167061 357.84149368107319 30.024421483278275 555.2028913795948 55.985865920782089 24.570296257734299 97.777644149959087 98.661121875047684 29.570709630846977 45.098789021372795 795.5304892770946 1237.2951702773571 45.926872506737709 29.300160229206085 1375.7654016315937 35.791466303169727 370.55295999348164 23.910647913813591 leaf_count=90 1386202 289 324 47 17 42 148 125 353 144 630 317 172 1618 136 2526 231 104 418 426 129 201 3529 5220 192 125 6063 159 1630 101 internal_value=1.60783e-05 0.00692847 1.50504e-05 -0.00855051 0.0111963 0.00899813 -0.0012376 -0.036324 0.018002 1.58039e-05 0.000573175 -0.000865517 0.0031521 0.000547808 -0.0195206 0.00787931 -0.00461518 -0.0119556 -0.00393833 -0.0182985 -0.00309909 0.00174398 -0.00035858 -0.00356471 0.00230723 0.0114958 0.00174093 -0.00114817 0.00644315 -0.0056904 internal_weight=325077 48.3322 325029 28.5918 39.0473 35.354 16.5452 3.49271 18.8088 325000 5499.98 3530.46 1969.52 1269.91 71.4345 699.612 1618.12 276.995 122.348 154.647 1341.12 1198.47 840.629 1311.55 1912.35 111.018 1801.33 65.0916 425.562 55.0092 internal_count=1411708 1064 1410644 371 974 685 290 142 395 1410273 24071 15259 8812 5656 308 3156 6845 1179 522 657 5666 5348 3730 5537 8414 476 7938 284 1875 245 is_linear=0 shrinkage=0.03 Tree=450 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 0 2 0 1 2 0 2 2 2 0 2 2 2 1 0 1 1 0 2 2 1 1 3 3 0 split_gain=3.09011 20.5589 20.672 11.2482 34.082 15.0894 12.9507 14.0511 10.6828 23.6493 9.30787 12.9064 19.1089 10.2682 17.533 16.2596 17.6488 16.0242 12.5703 8.9491 8.77545 8.5201 8.68601 8.02524 7.73352 13.5365 8.40582 7.57532 8.77586 7.56898 threshold=89168.484375000015 1.5000000000000002 21.500000000000004 4.5000000000000009 94341.222656250015 2.5000000000000004 94341.222656250015 10.500000000000002 1.0000000180025095e-35 94341.222656250015 83.500000000000014 803.05700683593761 441.73387145996099 999.28067016601574 85.500000000000014 1049.1593017578127 1090.4144287109377 957.19903564453136 3.5000000000000004 86.500000000000014 73.500000000000014 -2.4999999999999996 84.500000000000014 11977.758300781252 912.96624755859386 1.0000000180025095e-35 -1.4999999999999998 1.532000005245209 1.6674999594688418 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=10 8 3 4 5 -3 7 -5 9 -2 20 12 -12 14 17 18 -17 -13 19 -15 -1 22 23 -18 25 -16 -26 29 -29 -4 right_child=1 2 27 6 -6 -7 -8 -9 -10 -11 11 13 -14 15 24 16 21 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.00011703200262259881 -0.057004008189092958 -0.010525044513204643 -0.010642593180230264 0.010272449451214905 0.00070629388084664257 0.016144515150212341 -0.0017789606701284258 -0.00075995973164663113 -0.0011328985102209935 0.013667306402977537 -0.0072597582911869719 -0.0080245584158519061 0.0071530214651627979 -0.00069495812072864818 -0.017300230462175204 -0.01946279577499083 -0.021752661911399799 -0.029116672167008167 0.03628545523663624 0.012861060751843796 -0.017636287269677958 -0.0014581439432115758 0.0069276923128933849 0.0094258873248263438 0.027937274093691712 0.0028372046314069001 0.0024251804332345592 0.011243142522453949 0.0015987932952314691 -0.00012253671214528263 leaf_weight=298564.35200805287 4.3650326300412408 327.95803656801581 86.027623623609543 169.21249946579337 5485.141418222338 20.273668490350246 9228.1364233568311 269.18157143890858 80.049918904900551 179.88194212224334 107.94541657716036 138.1243831217289 355.28237414360046 96.080283269286156 50.478025034070015 48.103840380907059 19.763229057192806 42.359113395214081 12.792109176516531 80.591841235756874 25.060481771826744 5178.9178991056979 191.8149142563343 11.906098976731299 13.51075094938278 74.209969416260719 83.203167647123337 86.846278101205826 3819.1534886909649 216.34744898974895 leaf_count=1285028 68 1460 387 691 27033 103 37822 1086 422 11488 478 604 1553 417 211 217 83 191 66 347 109 22177 848 55 60 333 366 415 16747 931 internal_value=6.74183e-05 -0.000294093 -0.000405554 -0.000911823 0.000128512 -0.00897237 -0.00153963 0.00349836 0.00801746 0.011993 9.10841e-05 -0.00103155 0.00379443 -0.00140156 -0.00603466 -0.00107142 -0.00137174 -0.0129748 0.00756814 0.00548884 0.000115542 -0.00121066 0.00452451 -0.0100311 -0.000377126 -0.00531513 0.00598917 0.00145909 0.00181323 -0.00311556 internal_weight=325067 19972.6 19708.3 15499.9 5833.37 348.232 9666.53 438.394 264.297 184.247 305094 6505.08 463.228 6041.86 401.885 5639.97 5450.51 180.483 189.464 176.672 298589 5402.4 223.484 31.6693 221.402 124.688 96.7139 4208.37 3906 302.375 internal_count=1411796 98653 86675 68195 28596 1563 39599 1777 11978 11556 1313143 28006 2031 25975 1765 24210 23380 795 830 764 1285137 23163 986 138 970 544 426 18480 17162 1318 is_linear=0 shrinkage=0.03 Tree=451 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 0 2 0 1 2 0 2 2 2 0 2 2 2 1 0 1 1 0 1 2 0 2 0 1 2 split_gain=2.90754 19.5042 19.4552 10.5833 32.1283 14.2383 12.1874 13.2316 10.2354 21.6655 8.75913 12.1425 17.974 9.6737 16.5701 15.2868 16.6858 15.264 11.5429 8.42402 8.26969 8.02443 8.17883 7.5552 7.51549 7.34642 10.0025 9.56627 7.45582 7.32351 threshold=89168.484375000015 1.5000000000000002 21.500000000000004 4.5000000000000009 94341.222656250015 2.5000000000000004 94341.222656250015 10.500000000000002 1.0000000180025095e-35 94341.222656250015 83.500000000000014 803.05700683593761 441.73387145996099 999.28067016601574 85.500000000000014 1049.1593017578127 1090.4144287109377 957.19903564453136 3.5000000000000004 86.500000000000014 73.500000000000014 -2.4999999999999996 84.500000000000014 1.0000000180025095e-35 11977.758300781252 90.500000000000014 525.24191284179699 89.500000000000014 1.0000000180025095e-35 931.96960449218761 decision_type=2 2 2 2 2 2 2 2 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 8 3 4 5 -3 7 -5 9 -2 20 12 -12 14 17 18 23 29 19 -15 -1 22 24 -17 -18 26 -14 -28 -27 -13 right_child=1 2 -4 6 -6 -7 -8 -9 -10 -11 11 13 25 15 -16 16 21 -19 -20 -21 -22 -23 -24 -25 -26 28 27 -29 -30 -31 leaf_value=0.00011352125886831443 -0.052633732520082709 -0.010227938194195202 0.0014157700375513863 0.0099709068849280959 0.00068524956736430102 0.015744837070930572 -0.0017257536175459677 -0.00073719246845943087 -0.0010995077166641863 0.013436340041008471 -0.0070438932854358996 -0.014656805315967383 0.019422214468573385 -0.00067417296944384455 -0.00036519645133046977 -0.00071587088951008155 -0.021004000309723013 -0.028436565935005452 0.034609985698552753 0.012479684565304844 -0.017133801733053171 -0.0014144775624648808 0.006733707158072459 -0.02673861911629823 0.0091738337294082813 0.002299697140904799 0.0048680123255895515 -0.019406068570602404 0.031506875515704032 -0.00083128793533349436 leaf_weight=298563.78589503234 4.5821412689983836 327.36928890272975 4207.0363469421864 169.10165916010737 5483.9986714832485 20.166309200227261 9227.2835449725389 269.170240432024 80.007222764194012 177.52091547194868 107.91632160544395 69.472431614995003 40.837940871715546 96.071351543068886 221.52895450592041 14.323965743184088 19.852241009473804 42.075362741947174 13.005667686462401 80.563494607806206 25.022154703736305 5178.6367009580135 191.42649525403976 33.582563549280167 11.866829931735991 12.730921804904936 265.84157861769199 15.461474180221556 20.585011541843414 68.465070828795433 leaf_count=1285028 68 1460 18480 691 27033 103 37822 1086 422 11488 478 302 192 417 970 59 83 191 66 347 109 22177 848 158 55 62 1147 67 85 302 internal_value=6.53987e-05 -0.00028533 -0.000393473 -0.000884633 0.000124686 -0.00872083 -0.00149359 0.00339439 0.00784436 0.0117739 8.83514e-05 -0.00100076 0.00367939 -0.00135976 -0.00585876 -0.00103942 -0.00133079 -0.0126193 0.00733369 0.00532533 0.000112076 -0.00117446 0.00439578 -0.0189579 -0.00971378 0.00693497 0.005548 0.00353382 0.020346 -0.00779453 internal_weight=325059 19966.2 19704.1 15497.1 5831.53 347.536 9665.56 438.272 262.11 182.103 305093 6504.24 463.373 6040.87 401.542 5639.33 5449.69 180.013 189.641 176.635 298589 5401.78 223.146 47.9065 31.7191 355.457 322.141 281.303 33.3159 137.938 internal_count=1411796 98653 86675 68195 28596 1563 39599 1777 11978 11556 1313143 28006 2031 25975 1765 24210 23380 795 830 764 1285137 23163 986 217 138 1553 1406 1214 147 604 is_linear=0 shrinkage=0.03 Tree=452 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 2 1 2 1 0 2 2 2 2 2 2 2 1 1 1 2 0 1 1 2 1 2 split_gain=2.83012 7.44565 12.0097 31.2539 25.915 24.1807 23.274 22.2614 15.6349 13.7333 11.3415 87.2 12.9618 9.61029 20.3281 38.8037 11.1545 8.81131 39.5028 15.2421 16.8998 11.6882 11.9885 10.6147 12.0249 14.8727 9.85788 9.20317 14.5235 9.88221 threshold=1.0619999766349795 1.1054999828338625 498.67184448242193 410.89489746093756 539.92453002929699 358.55703735351568 317.97758483886724 564.90808105468761 149.63704681396487 -1.4999999999999998 263.91864013671881 1.0000000180025095e-35 51.500000000000007 756.59011840820324 1192.975524902344 1499.682556152344 1235.1978759765627 1958.9346313476565 2127.8171386718755 1750.7693481445315 1.5000000000000002 1.0000000180025095e-35 -1.4999999999999998 2073.8535156250005 51.500000000000007 -1.4999999999999998 -7.4999999999999991 2808.646850585938 4.5000000000000009 6336.3120117187509 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 8 -6 -2 -5 -10 12 -12 -9 -15 16 -16 19 23 21 26 22 -17 24 25 -19 -21 28 -20 -29 right_child=1 -3 4 9 7 -7 -8 13 10 -11 11 -13 -14 14 15 17 -18 18 27 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.00044311481483551773 -0.0034404717204479999 7.073011359852575e-05 -0.012468470575824852 -0.0067216209349729569 0.040696936449889635 -0.020364021170881853 0.026395881077491239 0.0099608944015869456 0.0023143590390988546 0.020176946467093306 0.0085924204661263839 -0.024023002327060724 0.034791694445630808 -0.0080250670562052474 8.5897090173666949e-05 -0.013342364342338387 0.023660747573809378 0.0077262430401884444 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14915 709 6417 internal_value=6.34388e-05 4.28001e-05 -0.000735435 0.000871692 -0.0013651 0.000240319 0.000606569 -0.00109139 0.00031992 0.0156888 0.00165523 -0.00583314 0.0199556 -0.0011554 -0.00125945 -0.000894453 0.0178849 -0.001159 -0.00150797 0.00211926 0.00515713 -0.00465177 0.00335435 -0.0125736 -0.00812762 -0.015011 0.00129517 -0.000995141 0.00106362 -0.00166707 internal_weight=325052 308293 10681 3006.75 7674.23 2883.86 2833.5 7489.59 2802.35 122.885 2068.01 167.302 69.1972 7478.14 7408.79 7029.56 97.6517 6931.91 6265.01 666.904 460.36 206.543 91.4501 277.489 176.279 99.4934 317.178 5987.52 1473.33 4514.19 internal_count=1411796 1336910 47864 13039 34825 12519 12264 33996 12126 520 8935 813 279 33947 33643 31765 420 31345 28569 2776 1911 865 378 1153 732 415 1333 27416 6084 21332 is_linear=0 shrinkage=0.03 Tree=453 num_leaves=31 num_cat=0 split_feature=2 0 0 0 2 0 2 0 1 2 0 2 2 2 0 2 2 2 1 0 1 1 2 2 1 2 1 1 1 3 split_gain=2.73964 18.5013 18.3066 9.95759 30.2861 13.435 11.4692 12.4605 9.80479 19.9223 8.24722 11.4257 16.911 9.11843 15.6526 14.5454 14.3735 15.8322 10.6169 7.93039 7.79384 7.55762 7.87802 7.647 7.31782 7.27398 12.6892 8.00521 7.23974 7.13755 threshold=89168.484375000015 1.5000000000000002 21.500000000000004 4.5000000000000009 94341.222656250015 2.5000000000000004 94341.222656250015 10.500000000000002 1.0000000180025095e-35 94341.222656250015 83.500000000000014 803.05700683593761 441.73387145996099 999.28067016601574 85.500000000000014 957.19903564453136 1049.1593017578127 1090.4144287109377 3.5000000000000004 86.500000000000014 73.500000000000014 -2.4999999999999996 5797.4450683593759 3673.1176757812505 1.5000000000000002 912.96624755859386 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 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=10 8 3 4 5 -3 7 -5 9 -2 20 12 -12 14 15 -13 18 28 19 -15 -1 22 23 -19 -6 26 -16 -27 -18 -4 right_child=1 2 29 6 24 -7 -8 -9 -10 -11 11 13 -14 16 25 -17 17 21 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.00010823274618682196 -0.048807630087393826 -0.0099411152193672487 -0.0030709879226544969 0.009676428655663552 0.00087349375892691906 0.015352583240322333 -0.0016762512632735504 -0.00071722554537937539 -0.0010691700086544712 0.013205145210441407 -0.0068366218515064003 -0.0075723015626967694 0.0067238319778854475 -0.00065612395165271105 -0.016715920763053831 -0.027778569685582177 -0.00069644222454261434 0.00085610100133800562 0.033050484356511443 0.012108167298797899 -0.016648913456348828 -0.0013742359903019066 0.0074347682705429878 -0.025206941561773145 -0.0050364111454788297 0.027352178619681294 0.0027586657323103872 0.0023608734168382014 -0.026208115876053699 0.0017150622879026738 leaf_weight=298557.66056440002 4.7899636328220359 326.78893771022558 302.14081247150898 168.98512951657176 5287.2350756246597 20.059958070516586 9226.4778113849461 269.16024066507816 79.968441233038902 175.216981892474 107.88640915602446 137.76928959786892 355.5046793371439 96.063577517867088 50.645876228809357 41.787444457411766 14.325473248958586 39.778011307120323 13.206756845116614 80.530746474862099 24.982176885008812 5178.3735487312078 169.43152096867561 13.594279542565344 195.53971774876118 13.391924872994421 74.269837602972984 83.216584727168083 33.242364704608917 3904.1877671745606 leaf_count=1285028 68 1460 1318 691 26248 103 37822 1086 422 11488 478 604 1553 417 211 191 59 175 66 347 109 22177 754 57 785 60 333 366 158 17162 internal_value=6.15338e-05 -0.000278968 -0.000383889 -0.000860377 0.000118854 -0.00847826 -0.00145104 0.00329143 0.0076718 0.011555 8.38115e-05 -0.000973101 0.0035667 -0.00132142 -0.00569204 -0.0122748 -0.00101053 -0.00129322 0.00710502 0.00516466 0.000106831 -0.00114146 0.00426863 -0.00578233 0.000662721 -0.00035637 -0.00513712 0.00582518 -0.0185251 0.00137128 internal_weight=325046 19960.6 19700.6 15494.2 5829.62 346.849 9664.62 438.145 259.975 180.007 305086 6503.02 463.391 6039.63 401.081 179.557 5638.55 5448.75 189.801 176.594 298583 5401.18 222.804 53.3723 5482.77 221.524 124.916 96.6085 47.5678 4206.33 internal_count=1411796 98653 86675 68195 28596 1563 39599 1777 11978 11556 1313143 28006 2031 25975 1765 795 24210 23380 830 764 1285137 23163 986 232 27033 970 544 426 217 18480 is_linear=0 shrinkage=0.03 Tree=454 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 2 1 2 1 0 2 2 2 2 2 1 2 0 1 2 2 1 2 1 2 2 1 split_gain=2.64568 7.03385 11.301 29.3414 24.4592 22.9185 21.8017 20.8292 14.7158 12.8898 10.7171 82.7602 12.2735 9.03289 19.1907 36.5433 8.77678 10.7944 12.3944 11.7661 9.35842 8.74066 8.2358 9.30539 19.147 11.6802 7.98659 15.3749 11.8125 9.21127 threshold=1.0619999766349795 1.1054999828338625 498.67184448242193 410.89489746093756 539.92453002929699 358.55703735351568 317.97758483886724 564.90808105468761 149.63704681396487 -1.4999999999999998 263.91864013671881 1.0000000180025095e-35 51.500000000000007 756.59011840820324 1192.975524902344 1575.673034667969 65.889682769775405 135.51687622070315 1.0000000180025095e-35 112.57336044311525 51.500000000000007 1.0000000180025095e-35 1235.1978759765627 1317.2869262695315 1.0000000180025095e-35 1421.1920166015627 4.5000000000000009 2629.156860351563 16701.354492187504 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 2 3 5 -4 6 8 -6 16 -5 -10 12 -12 -9 -15 22 -2 19 -19 21 -20 -18 -16 -24 25 -25 -17 29 -29 -28 right_child=1 -3 4 9 7 -7 -8 13 10 -11 11 -13 -14 14 15 26 17 18 20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=0.00042678735363322549 0.0024037806821995415 6.6875989888880838e-05 -0.012128739581951164 -0.0065144656229702809 0.039243879543673331 -0.019905012784948477 0.025493115354186181 0.0096455442751706387 0.0022412445876525554 0.019525914106609959 0.0083313118806508882 -0.023586239326704277 0.033846943055606822 -0.0078075071530687348 8.0073542818024596e-05 -0.0014482905528555579 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587 194 557 115 133 65 116 89 1020 1365 123 66 internal_value=5.96902e-05 3.97347e-05 -0.000716853 0.000842412 -0.00132783 0.000229781 0.000585181 -0.00106213 0.000307062 0.0151839 0.00160282 -0.00570584 0.0193792 -0.00112425 -0.00122524 -0.000870906 -0.00334184 -0.00521473 -0.00341091 -0.0149434 -0.00803799 -0.00380771 0.0157744 0.0198203 0.0131727 0.0275714 -0.00115209 0.00235957 -0.00268307 0.00746446 internal_weight=325039 308280 10676.1 3005.59 7670.47 2882.46 2832.46 7486.3 2801.19 123.131 2067.13 166.063 69.1082 7474.78 7405.34 7027.06 734.055 553.599 467.01 86.5893 246.27 42.9943 116.732 92.8069 62.2984 35.6089 6910.33 537.539 270.418 267.121 internal_count=1411796 1336910 47864 13039 34825 12519 12264 33996 12126 520 8935 813 279 33947 33643 31765 3191 2421 2040 381 1144 187 504 403 270 154 31261 2574 1488 1086 is_linear=0 shrinkage=0.03 Tree=455 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 2 1 3 1 1 2 2 2 1 2 0 2 1 2 1 0 2 2 2 1 0 2 1 2 2 split_gain=3.1577 13.2913 28.0368 13.0311 16.9427 17.9406 23.1387 12.4685 15.715 13.3237 20.5418 13.4693 20.0931 19.0882 14.9402 18.8428 11.9809 15.7707 11.6599 11.2937 13.4999 12.3588 24.4902 21.8588 16.6034 10.8839 18.3779 26.6142 26.1995 15.493 threshold=999.28067016601574 8.545499801635744 12.500000000000002 17.500000000000004 466.24169921875006 234.37448883056643 1.0000000180025095e-35 3.8810000419616704 48.500000000000007 1.0000000180025095e-35 675.36788940429699 685.50308227539074 539.92453002929699 4.5000000000000009 325.33131408691412 87.500000000000014 525.24191284179699 1.0000000180025095e-35 593.91436767578136 1.0000000180025095e-35 8.5000000000000018 586.10861206054699 554.91479492187511 628.16021728515636 1.5000000000000002 14.500000000000002 957.19903564453136 1.0000000180025095e-35 912.96624755859386 877.87664794921886 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 -5 10 18 12 13 14 -11 -16 17 -6 -9 -3 -21 22 24 -23 -22 -18 28 -28 29 -27 right_child=-2 19 3 7 16 -7 -8 9 -10 11 -12 -13 -14 -15 15 -17 25 -19 -20 20 21 23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.0070639917075951452 2.1912381433787096e-05 0.0072162941996635321 0.012060653504762077 -0.00016886556014746864 -0.036986046060949206 0.0062750347192993073 -0.019462345970736653 -0.00033633916610381794 0.033542748385875572 -0.0042935648739141664 -0.003599615388862421 -2.2736145895486238e-05 -0.0051123197926096799 0.021739161301575358 0.007657110908980449 -0.026484227252390437 -0.0011756569338280281 2.6966124735859349e-05 0.0034846727987401451 -0.0047413314753189141 0.013863655553114453 0.029141317792982888 -0.02033253660959395 0.00018580910578754701 -0.021228594925828008 0.0014225881159572881 -0.031897901037440259 0.0029503928407709017 0.01050946282698372 -0.0098225380201773221 leaf_weight=535.21742513775826 229656.57201075472 400.11747398413718 33.202812500298023 78250.09019690752 17.724670141935349 817.06735065579414 56.821042612195015 1951.9296123832464 12.447031021118162 349.71656379103661 1168.0560888573527 1253.516822218895 2195.1767874509096 37.477057918906212 223.63110016286373 15.561162814497946 2088.1516912057996 24.936839208006859 1137.6829174309969 232.85345792770386 74.934569627046585 44.423263043165207 38.90650762617588 49.733142703771591 14.47900630533695 3808.2037269920111 36.015547841787338 43.603314593434334 285.52730305492878 113.55592389404774 leaf_count=2460 1004084 2244 207 332712 82 3825 292 8181 51 1556 4857 5532 9453 174 957 65 9416 104 4770 1024 318 187 167 213 68 16458 168 182 1267 491 internal_value=-3.83323e-05 -0.000183495 -0.00021721 -0.000178192 0.00103682 0.0048746 -0.00783596 -0.000280966 -0.000163504 -0.00138419 -0.000210587 -0.00261038 -0.00375998 0.000979319 -0.000341798 0.00543597 0.000494384 -0.0153509 0.00107067 0.00353915 0.000307882 0.00559261 -0.000464229 0.0138471 0.00818106 0.00060042 0.00146555 -0.0128132 0.00173576 0.00109698 internal_weight=324967 95310.8 94455.3 93920.1 7324.81 907.091 90.0239 86595.3 78262.5 8332.75 4257.67 4075.08 2821.56 626.386 588.909 239.192 6417.72 42.6615 3089.61 855.447 455.33 222.476 128.32 94.1564 89.4136 6375.06 4286.91 79.6189 4207.29 3921.76 internal_count=1411565 407481 403260 400800 32492 4324 499 368308 332763 35545 17808 17737 12205 2752 2578 1022 28168 186 12951 4221 1977 953 553 400 386 27982 18566 350 18216 16949 is_linear=0 shrinkage=0.03 Tree=456 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 2 1 3 1 1 1 2 2 2 1 2 0 2 1 0 2 2 2 1 1 2 1 1 0 2 split_gain=2.97132 12.5254 26.3743 12.2641 15.9887 18.5739 21.9476 11.7375 14.7441 13.0631 14.3565 17.9355 12.6948 18.9427 17.8245 14.0543 17.7705 11.3572 10.6884 12.7003 11.5783 23.1242 20.3742 15.6417 10.7011 10.6442 10.4449 14.2899 14.9897 13.519 threshold=999.28067016601574 8.545499801635744 12.500000000000002 17.500000000000004 358.55703735351568 234.37448883056643 1.0000000180025095e-35 3.8810000419616704 48.500000000000007 -10.499999999999998 1.0000000180025095e-35 675.36788940429699 685.50308227539074 539.92453002929699 4.5000000000000009 325.33131408691412 87.500000000000014 636.32186889648449 1.0000000180025095e-35 8.5000000000000018 586.10861206054699 554.91479492187511 628.16021728515636 1.5000000000000002 1.5000000000000002 377.98133850097662 -10.499999999999998 -2.4999999999999996 76.500000000000014 756.59011840820324 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 26 -9 11 17 13 14 15 -12 -17 -11 -3 -20 21 23 -22 -21 -24 -6 29 28 -28 -5 right_child=-2 18 3 7 25 -7 -8 9 -10 10 12 -13 -14 -15 -16 16 -18 -19 19 20 22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0068507632477137238 2.1255050010376098e-05 0.0070257699199759724 0.011777817358772666 0.0019777068614718436 -0.027868347755562559 0.0069214256068617121 -0.019032957631166129 -0.018988543890916976 0.032444385506863606 0.0006493658054449159 -0.004170081726258496 -0.0032228145218671173 -2.2054586087364542e-05 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207 3841 55 3056 292 185 51 11893 1556 4789 5532 9453 174 957 65 941 1024 318 187 167 151 68 62 28882 28755 299267 459 390 internal_value=-3.71832e-05 -0.000178003 -0.000210704 -0.000172855 0.001006 0.00517214 -0.00765921 -0.000272553 -0.000158601 -0.00134314 -0.00126315 -3.69362e-05 -0.00253385 -0.0036508 0.00094936 -0.000331776 0.0052649 0.00116368 0.00343914 0.000298091 0.00541919 -0.00045176 0.0133907 0.00792545 0.000180226 0.000534344 -0.000163802 -0.000199756 -0.00150738 0.00317752 internal_weight=324960 95304.1 94450.2 93914.9 7323.21 744.751 89.3503 86591.7 78261.6 8330.06 8292.47 4220.09 4072.39 2818.88 626.564 588.817 239.541 3065.01 853.876 455.214 222.659 128.223 94.4358 89.5181 49.7353 6578.46 78249.1 77416.1 6855.45 833.035 internal_count=1411565 407481 403260 400800 32492 3555 499 368308 332763 35545 35360 17623 17737 12205 2752 2578 1022 12834 4221 1977 953 553 400 386 213 28937 332712 328481 29214 4231 is_linear=0 shrinkage=0.03 Tree=457 num_leaves=31 num_cat=0 split_feature=2 0 0 1 2 0 2 0 1 0 0 1 2 1 3 0 0 2 1 0 1 0 1 0 0 2 0 0 3 2 split_gain=2.94858 22.3723 16.0762 15.3143 22.7513 11.6378 20.087 23.7477 13.3275 23.6268 15.1327 13.5556 12.3621 23.363 9.83668 22.8832 12.8348 8.28585 8.2134 7.76416 11.9664 12.4437 8.49116 7.64284 7.46398 7.19794 37.7586 26.5794 17.2878 55.921 threshold=89168.484375000015 1.5000000000000002 21.500000000000004 1.0000000180025095e-35 94341.222656250015 7.5000000000000009 94341.222656250015 2.5000000000000004 3.5000000000000004 6.5000000000000009 2.5000000000000004 -8.4999999999999982 99998.222656250015 1.0000000180025095e-35 2.3904999494552617 68.500000000000014 59.500000000000007 99998.222656250015 3.5000000000000004 75.500000000000014 -5.4999999999999991 85.500000000000014 1.5000000000000002 97.500000000000014 3.5000000000000004 52584.906250000007 91.500000000000014 87.500000000000014 21.500000000000004 15948.730957031252 decision_type=2 2 2 2 2 2 2 2 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 3 5 4 -2 6 7 -3 10 -10 12 24 13 -8 15 16 18 -13 -4 -16 -21 22 -22 -23 -12 28 27 -27 -1 -30 right_child=1 2 14 -5 -6 -7 8 -9 9 -11 11 17 -14 -15 19 -17 -18 -19 -20 20 21 23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=-9.7061444890623959e-06 -0.048903467605493058 -0.010519394909817677 -0.0020691158787468442 -0.002216225706360017 0.015114433579642404 -0.0019732681314733793 0.012077377246968652 0.0061602627065215953 0.02033151542978661 -0.0096239235166996322 -0.010840004590260421 0.0083186361238981581 0.0024543985396868386 -0.0074431231364275345 0.0038941313867036781 -0.029984819164073095 0.0069549259667274418 -0.001272432023015836 -0.017404926088312556 0.024694951060395636 -0.0047540500927769763 0.0025868672923013811 0.0029900899656144222 -0.0068073546436786814 0.013371384074256259 0.00068176294179113741 -0.014948800081024144 0.010103124919755206 0.0010743557124086901 -0.0049280129709887511 leaf_weight=287901.42179474107 5.1443029791116706 329.23911977186799 559.69258249551058 84.663182735443115 173.62805526074953 6083.0787084437907 68.769340304657817 100.20352297276258 72.288827240467072 35.253693968057632 13.248620666563509 82.202063918113708 2461.9355576522648 279.26768684387207 1117.0797945261002 25.280710108578205 147.64182229340076 5872.2420735955238 33.300614222884178 18.765525922179222 500.2994230389595 1492.736800827086 170.975327283144 82.236716703511775 84.870529260486364 11123.828513231128 136.73975693061948 276.19190755486488 3033.9393839295954 2588.9628319358453 leaf_count=1228888 69 1474 2346 446 11541 24899 392 440 291 142 130 346 13454 1208 4571 111 718 24769 154 106 2225 6713 722 586 575 50813 610 1209 17432 14185 internal_value=-3.60688e-05 -0.000389942 -0.000506485 0.00829456 0.0132723 -0.000950854 -0.00028918 -0.00662747 1.42657e-05 0.0105118 -0.000113116 -0.000957776 0.00170624 -0.00358603 0.00115214 -0.00191779 -0.000959752 -0.00114003 -0.00293033 0.00184736 0.000837917 0.000638612 -0.0027816 0.00209635 0.0101022 -1.29915e-05 0.00072205 0.000910017 -4.18818e-05 -0.00168933 internal_weight=324955 19894 19630.6 263.436 178.772 15482.6 9399.52 429.443 8970.08 107.543 8862.54 6052.56 2809.97 348.037 4148.01 765.916 740.635 5954.44 592.993 3382.09 2265.01 2246.25 671.275 1574.97 98.1191 305061 11536.8 11400 293524 5622.9 internal_count=1411565 98428 86372 12056 11610 68120 43221 1914 41307 433 40874 25820 15054 1600 18252 3329 3218 25115 2500 14923 10352 10246 2947 7299 705 1313137 52632 52022 1260505 31617 is_linear=0 shrinkage=0.03 Tree=458 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 2 1 2 1 2 0 0 3 2 0 2 0 0 2 2 0 2 0 1 1 1 2 2 0 0 split_gain=2.82914 11.7924 24.811 11.5412 15.2537 16.0237 20.8168 11.2122 14.5675 11.1072 35.2732 43.0724 19.8966 68.6295 43.5313 21.9285 50.1247 22.0006 20.0242 18.6795 18.3084 35.3221 37.143 44.394 21.6268 21.9169 25.1341 19.6773 18.2468 17.521 threshold=999.28067016601574 8.545499801635744 12.500000000000002 17.500000000000004 466.24169921875006 234.37448883056643 1.0000000180025095e-35 525.24191284179699 1.0000000180025095e-35 675.36788940429699 28.500000000000004 21.500000000000004 1.1510000228881838 857.34472656250011 48.500000000000007 782.01553344726574 37.500000000000007 41.500000000000007 685.50308227539074 957.19903564453136 24.500000000000004 418.29415893554693 52.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 3.5000000000000004 661.81594848632824 202.77236938476565 52.500000000000007 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 -1 4 5 6 -4 8 -6 20 11 19 13 14 -12 16 -14 18 -18 -11 24 29 23 -23 27 26 -26 -5 -15 -22 right_child=-2 -3 3 9 7 -7 -8 -9 -10 10 12 -13 15 28 -16 -17 17 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.006643818944932222 2.2040565378854576e-05 0.0033404918416365869 0.011500543452783826 0.0092850569235097286 -0.035431264047942432 0.0059417098140226911 -0.018612055978386728 0.0005652314283068104 8.8776017591745248e-06 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83.196305930614471 6201.6727506667376 17.177586495876312 714.8479198589921 leaf_count=2460 1004084 4221 207 879 82 3825 292 27982 104 5361 706 3430 1499 2231 1019 15008 168 5295 1479 275 235014 12814 18812 11304 20952 2722 350 25760 72 3158 internal_value=-3.49833e-05 -0.000172397 -0.000204099 -0.000167385 0.000976341 0.00462455 -0.00748566 0.00046237 -0.0148246 -0.000264091 -0.00129254 0.0020496 -0.00240727 -0.00671642 0.00265385 -0.00175693 -0.00426129 -0.0020561 0.0040993 -0.00126985 -0.000151838 4.34803e-05 0.00167083 0.00327678 -0.00123246 -0.00260258 -0.00323498 -4.37231e-05 -0.0145834 -0.000251972 internal_weight=324946 95299 94446.7 93911.3 7321.47 904.099 88.6878 6417.37 42.8922 86589.8 8521.04 2131.24 6389.8 837.901 382.413 5551.9 2008.39 1650.97 396.946 1327.22 78068.7 66118.1 10159.5 5695.37 11950.6 5551.74 4990.06 6398.9 455.487 55958.6 internal_count=1411565 407481 403260 400800 32492 4324 499 28168 186 368308 36543 9066 27477 4028 1725 23449 8441 6942 1647 5636 331765 281102 42930 24118 50663 24024 21302 26639 2303 238172 is_linear=0 shrinkage=0.03 Tree=459 num_leaves=31 num_cat=0 split_feature=2 0 0 1 2 0 2 0 1 0 0 1 2 1 3 0 0 2 0 1 0 1 0 0 1 0 1 2 0 0 split_gain=2.80254 21.2383 15.1318 14.6749 21.0585 10.9517 18.9355 22.3892 12.5581 22.2701 14.249 12.8155 11.6504 22.0716 9.25747 21.4565 15.3181 7.80317 7.29924 11.4245 11.7082 7.97878 7.19775 7.07426 6.98792 11.5642 9.35402 6.73913 35.5229 25.0877 threshold=89168.484375000015 1.5000000000000002 21.500000000000004 1.0000000180025095e-35 94341.222656250015 7.5000000000000009 94341.222656250015 2.5000000000000004 3.5000000000000004 6.5000000000000009 2.5000000000000004 -8.4999999999999982 99998.222656250015 1.0000000180025095e-35 2.3904999494552617 67.500000000000014 60.500000000000007 99998.222656250015 75.500000000000014 -5.4999999999999991 85.500000000000014 1.5000000000000002 97.500000000000014 3.5000000000000004 1.5000000000000002 86.500000000000014 2.5000000000000004 52584.906250000007 91.500000000000014 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=27 3 5 4 -2 6 7 -3 10 -10 12 23 13 -8 15 16 -4 -13 -16 -20 21 -21 24 -12 -22 -26 -27 -1 29 -29 right_child=1 2 14 -5 -6 -7 8 -9 9 -11 11 17 -14 -15 18 -17 -18 -19 19 20 22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-3.9397212991007659e-05 -0.045523978795820194 -0.010224604734433424 -0.0027299353857258356 -0.002152659083238018 0.014880081154923367 -0.0019152180099701313 0.01178987476685015 0.0059815812449887729 0.019755221438830049 -0.0093433748021732928 -0.010429979268186952 0.008078391141619172 0.0023826558761765476 -0.0072355289954914043 0.0037757023765151274 -0.024896054404835843 0.0088447041667775502 -0.0012347042430475405 0.024280587660072815 -0.0046057281067081283 0.0037567815447494208 0.0029017079190816345 -0.0066111497484855376 0.013071434184646976 0.019618082355725455 -0.0072191808447324589 0.0022413654069520427 0.00066070432832754248 -0.014498898093779765 0.0098256858865702467 leaf_weight=293519.04800150113 5.3570720609277478 328.60070544481277 606.70732924342155 84.575617074966431 171.10262860823423 6081.556149058044 68.335755908861756 100.091542750597 72.165140733122826 35.225792527198792 13.355546701699494 82.102103903889656 2459.3400184214115 278.69611370563507 1117.3548229262233 34.744635552167892 123.92226451635361 5873.2535115778446 18.516488030552864 500.9799270927906 1090.0347986221313 170.86034208536148 82.146623397246003 84.219230629503727 23.348537519574165 175.08071801066399 203.26103922724724 11122.909929700196 136.75922004319727 275.46342824399471 leaf_count=1260505 69 1474 2565 446 11541 24899 392 440 291 142 130 346 13454 1208 4571 151 613 24769 106 2225 4985 722 586 575 100 732 896 50813 610 1209 internal_value=-3.39384e-05 -0.00037902 -0.000492098 0.00812183 0.0130463 -0.000923315 -0.000281265 -0.00644077 1.32175e-05 0.0102105 -0.000110392 -0.000929618 0.00165656 -0.00348914 0.00111726 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threshold=16278.651855468752 11.500000000000002 89168.484375000015 4.5000000000000009 47761.341796875007 42648.800781250007 39331.130859375007 3.5000000000000004 61805.615234375007 1.0000000180025095e-35 31044.129882812504 3.5000000000000004 -1.4999999999999998 47761.341796875007 42648.800781250007 5.5000000000000009 7.5000000000000009 5.5000000000000009 29989.942382812504 7.5000000000000009 23051.732421875004 9.5000000000000018 7.5000000000000009 40991.593750000007 9.5000000000000018 37956.898437500007 33116.664062500007 31044.129882812504 56351.945312500007 18647.261718750004 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 9 -6 -2 -12 -7 14 17 16 28 25 19 -19 24 -22 23 -20 29 26 27 -5 -15 -21 right_child=1 -3 -4 13 7 12 -8 -9 -10 -11 11 -13 -14 15 -16 -17 -18 18 22 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=4.2483632881127577e-05 -0.0025989257398699936 -0.00062350167472526204 -0.00053070792144052029 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333.92823524773121 1266.6697123870254 70.059430196881294 205.37259834259748 16.048643797636032 2062.8248184397817 494.75192648917437 365.27720844745636 170.88852057605982 271.77830527722836 1153.4899993613362 leaf_count=1092675 5102 171312 65445 1428 1557 367 1140 6437 9503 2226 1607 616 2116 270 3452 234 3366 7707 7858 1417 5405 293 855 73 8788 2365 1618 757 1204 4882 internal_value=1.53284e-06 -0.000145483 0.000531653 0.00128302 -0.000840723 -0.0059342 -0.00386834 0.00213944 4.4757e-05 -0.00714043 -0.00578056 -0.0120705 -0.0134657 0.00225371 0.00271166 -0.00174012 -0.00057379 0.00222364 0.00290302 0.00191072 0.00339429 0.00786179 0.00638096 0.00790325 0.0017122 -0.00209397 -0.00530153 0.000295776 -0.0088202 -0.0018744 internal_weight=325040 70813.9 29303.8 17164.2 5384.19 1987.43 1559.63 3396.77 2257.89 691.135 1331 447.102 427.801 11780 10568.2 1211.78 1153.81 9891.66 8546.82 6649.62 4886.97 1336.73 1897.2 1691.83 3550.24 1344.84 850.083 484.806 331.566 1487.42 internal_count=1412075 319400 148088 82643 30671 10948 8465 19723 13286 3783 7325 2223 2483 51972 46898 5074 4840 43446 37278 28492 20785 5698 8786 7931 15087 6168 3803 2185 1474 6299 is_linear=0 shrinkage=0.03 Tree=461 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 0 2 0 1 2 0 1 2 2 0 2 0 2 1 2 3 0 0 2 1 1 2 0 split_gain=2.19499 41.1731 81.9486 38.6599 31.1081 56.4887 32.1825 41.0177 30.3275 30.8883 28.529 28.2662 83.4505 27.6578 27.0093 26.5798 44.4283 65.0517 89.1289 101.247 42.5494 36.9287 110.219 79.5962 41.996 32.4382 32.3392 25.2097 31.7233 27.6847 threshold=25.500000000000004 7269.3449707031259 2668.121704101563 4.5000000000000009 45803.917968750007 4.5000000000000009 44208.716796875007 5.5000000000000009 42648.800781250007 2.5000000000000004 1.0000000180025095e-35 661.81594848632824 14.500000000000002 1.0000000180025095e-35 202.77236938476565 6949.8193359375009 45.500000000000007 11465.855468750002 40.500000000000007 8136.8720703125009 1.5000000000000002 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28.0956 25.4058 40.9837 39.2978 23.0668 22.92 65.6824 22.8057 22.7777 21.9683 37.3224 34.3778 33.0129 30.37 30.6414 42.1965 38.4029 42.7436 38.0788 44.7987 34.4552 24.749 threshold=16278.651855468752 11.500000000000002 89168.484375000015 4.5000000000000009 47761.341796875007 2.5000000000000004 42648.800781250007 39331.130859375007 1.5000000000000002 29989.942382812504 19759.034179687504 3.5000000000000004 -1.4999999999999998 56351.945312500007 1.0000000180025095e-35 34238.300781250007 1.5000000000000002 47761.341796875007 42648.800781250007 5.5000000000000009 7.5000000000000009 5.5000000000000009 29989.942382812504 7.5000000000000009 23051.732421875004 9.5000000000000018 7.5000000000000009 40991.593750000007 9.5000000000000018 37956.898437500007 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 8 -2 10 -10 -11 -8 14 -6 -13 -4 18 21 20 -19 29 23 -23 28 -26 27 -24 -25 -5 right_child=1 -3 16 17 5 -7 12 -9 9 11 -12 15 -14 -15 -16 -17 -18 19 -20 -21 -22 22 26 24 25 -27 -28 -29 -30 -31 leaf_value=4.1643864178450473e-05 0.0088515339106844653 -0.00060638043074823418 0.0083578027233986996 -0.0051695579481410995 0.015370637348027877 0.0038033797834205762 0.0063938391231404858 0.0071226066281514198 -0.017294129833972445 -0.0063539588743825931 1.9802949712208672e-06 -0.03733842869680884 -0.015270331091368451 0.0003623786615862554 -0.019158211500751428 -0.013799202509167271 -0.00069308497043091971 -0.0085227242181710964 0.0094315707392544548 -0.024241194317377784 0.0026819081529544579 -0.0021534639735198598 0.0081199431180480151 -0.001849442962993217 0.008865312248055408 -0.015181198206696096 -0.0060394943243556737 -0.041963646277950128 0.0041415274454564737 0.0032739836144853136 leaf_weight=254205.11040245509 111.742685274221 41509.190622000024 255.63005896564573 850.34659969061613 66.839657485485077 2501.5613169558346 50.062761386856437 228.11436996422708 154.73700319230556 308.0368704944849 606.85815934091806 71.52689553797245 379.8494219109416 628.96571744885296 192.03856819868088 76.833458311855793 11885.561539046466 332.3471150919795 671.79747391864657 57.858020141720772 822.02723893523216 1762.8472444489598 1670.2899364978075 1487.6727199330926 1264.1995716840029 70.224395722150803 205.51963152736425 16.229938134551048 2060.8120463266969 493.88942824676633 leaf_count=1092675 1462 171312 12025 3803 453 14592 367 1140 744 1477 2993 306 2116 3492 1186 343 53420 1474 3452 234 3366 7707 7858 6299 5405 293 855 73 8788 2365 internal_value=1.45051e-06 -0.000142875 0.00051412 0.00123413 -0.000769725 0.00209198 -0.00564932 -0.00369045 -0.00554542 -0.00686625 -0.00351215 -0.0124633 -0.0127476 -0.00273001 -0.0102432 -0.0251478 -0.000502521 0.0021499 0.00258923 -0.00167497 -0.000543932 0.00212408 0.00278399 0.00182504 0.00326137 0.00759986 0.00615228 0.00763797 0.00162986 -0.00206729 internal_weight=324999 70793.6 29284.4 17143.2 5377.17 3389.41 1987.76 1557.85 1329.74 1217.99 761.595 456.397 429.912 887.844 258.878 148.36 12141.2 11766.1 10553.8 1212.23 1154.37 9882.03 8537.8 6645.76 4882.91 1334.42 1892.04 1686.52 3548.48 1344.24 internal_count=1412075 319400 148088 82643 30671 19723 10948 8465 7325 5863 3737 2126 2483 5131 1639 649 65445 51972 46898 5074 4840 43446 37278 28492 20785 5698 8786 7931 15087 6168 is_linear=0 shrinkage=0.03 Tree=463 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 1 0 2 1 1 2 2 2 0 2 0 1 2 0 2 0 2 1 2 3 0 0 2 split_gain=2.15804 38.6194 77.0915 36.3684 29.0905 76.2342 32.9052 26.851 26.7612 30.1271 38.2639 30.4178 29.3958 26.6571 26.6143 78.5039 25.5076 25.2783 24.7445 24.3277 41.8287 61.8393 88.8074 107.558 43.9467 34.76 103.739 74.9094 39.5434 30.5149 threshold=25.500000000000004 7269.3449707031259 2668.121704101563 4.5000000000000009 10240.441894531252 18.500000000000004 10.500000000000002 1.0000000180025095e-35 18.500000000000004 21631.834960937504 1.0000000180025095e-35 -8.4999999999999982 79088.097656250015 11465.855468750002 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2 2 0 2 0 0 1 0 2 1 1 2 2 2 0 2 0 2 1 0 2 2 1 1 0 2 0 1 2 split_gain=2.03062 36.3423 72.5229 34.213 27.3786 71.771 30.9602 25.2712 25.1824 28.3594 36.0643 28.5639 27.663 25.1286 25.0564 73.852 24.0876 23.9858 25.6897 29.2302 23.7895 23.7927 33.2768 23.2894 23.0497 24.1867 39.5863 38.6172 22.8977 22.8924 threshold=25.500000000000004 7269.3449707031259 2668.121704101563 4.5000000000000009 10240.441894531252 18.500000000000004 10.500000000000002 1.0000000180025095e-35 18.500000000000004 21631.834960937504 1.0000000180025095e-35 -8.4999999999999982 79088.097656250015 11465.855468750002 661.81594848632824 14.500000000000002 202.77236938476565 7.5000000000000009 7957.9211425781259 -2.4999999999999996 2.5000000000000004 23051.732421875004 13908.505371093752 3.5000000000000004 -4.4999999999999991 23.500000000000004 6496.4731445312509 14.500000000000002 12.500000000000002 6949.8193359375009 decision_type=2 2 2 2 2 2 2 2 2 2 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 17 16 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-0.000491006 -0.00364533 0.00306362 5.80627e-05 internal_weight=324957 118178 52963.5 16851.1 65214.8 9456.08 4468.25 36112.4 55758.7 8024.31 1582.58 882.133 47734.4 700.448 16815.7 9592.04 19296.7 1207.3 804.268 286.06 31632.2 1240.3 402.236 7223.67 15162.7 14276 2697.5 11578.5 4445.92 206778 internal_count=1412075 534718 235305 77034 299413 39782 19154 158271 259631 32454 6422 3598 227177 2824 72134 40799 86137 5635 3901 1372 145143 10029 4089 31335 64154 59743 11089 48654 18624 877357 is_linear=0 shrinkage=0.03 Tree=465 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 2 2 1 1 0 2 2 1 1 2 2 1 2 2 2 1 1 2 2 0 1 0 split_gain=3.04979 9.57296 7.69231 26.2013 24.0651 22.8822 18.5833 17.5129 11.9123 11.5679 66.2883 11.3255 11.2591 8.62355 24.9923 12.9373 10.3505 17.7903 23.7444 15.1356 8.54856 18.2614 8.9375 15.7013 18.8777 14.5654 21.2371 11.6605 10.716 8.42615 threshold=1.1054999828338625 1.0619999766349795 498.67184448242193 410.89489746093756 539.92453002929699 564.90808105468761 358.55703735351568 317.97758483886724 149.63704681396487 269.47608947753912 1.0000000180025095e-35 1.0000000180025095e-35 51.500000000000007 1192.975524902344 1499.682556152344 -1.4999999999999998 4.5000000000000009 2713.268676757813 3575.3942871093755 38.500000000000007 4143.0483398437509 4784.4965820312509 1898.8924560546877 1.0000000180025095e-35 1.5000000000000002 2127.8171386718755 2073.8535156250005 51.500000000000007 -1.4999999999999998 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 -4 -6 7 8 -3 -10 12 -5 -11 15 29 -7 20 19 -19 -18 22 -22 23 -16 -25 26 27 -24 -29 -15 right_child=-2 2 4 11 5 13 -8 -9 9 10 -12 -13 -14 14 16 -17 17 18 -20 -21 21 -23 25 24 -26 -27 -28 28 -30 -31 leaf_value=0.00017195723404477467 5.569660211145743e-05 -0.0034720328450933645 -0.012285569027073008 0.0042282771341387217 0.039471083827957817 0.0083542952064202137 -0.017976815526653971 0.021839845968628459 0.001599859345355374 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83.538136303424835 24.52841916680336 106.97695584595203 41.391567349433899 leaf_count=75009 1288997 3190 814 228 53 223 267 146 8221 129 495 272 118 223 962 1896 1064 82 1362 86 627 7429 560 706 362 17251 349 110 429 174 internal_value=2.77821e-05 -0.000274858 -0.000977637 0.000306935 -0.00148301 -0.00122104 -0.000258985 6.73475e-05 -0.000187526 0.00097514 -0.00706222 0.0141461 0.0169635 -0.00128877 -0.00103575 -0.00540087 -0.00124227 0.00273592 -0.00293798 0.00793697 -0.00157993 0.000117906 -0.00228883 0.00155678 -0.00346086 -0.00275268 -0.00860916 -0.00445839 0.001888 0.0144639 internal_weight=324904 27437.3 10664.1 3010.92 7653.2 7471.99 2892.64 2840.32 2807.46 2073.48 149.541 118.288 61.115 7459.58 7027.19 432.383 6934.8 542.566 259.487 283.078 6392.23 1882.83 4509.4 485.367 260.285 4024.04 349.047 265.509 131.505 92.3974 internal_count=1411834 122837 47828 13066 34762 33948 12566 12299 12153 8963 742 500 247 33895 31776 2119 31379 2594 1444 1150 28785 8056 20729 2030 1068 18699 1448 1099 539 397 is_linear=0 shrinkage=0.03 Tree=466 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 1 2 2 1 0 2 2 2 0 1 2 2 1 2 2 2 0 2 1 1 2 split_gain=2.87047 9.01215 7.23884 24.5914 22.7146 21.4311 17.6033 16.4223 11.5571 10.5419 9.75003 10.2106 61.6496 10.6645 8.14396 23.5316 12.8429 11.4914 9.73895 16.7272 22.7039 14.2238 8.87675 8.04716 17.427 8.91352 8.41003 14.7916 17.7732 13.6822 threshold=1.1054999828338625 1.0619999766349795 498.67184448242193 410.89489746093756 539.92453002929699 564.90808105468761 358.55703735351568 317.97758483886724 7.5000000000000009 1.0000000180025095e-35 149.63704681396487 269.47608947753912 1.0000000180025095e-35 51.500000000000007 1192.975524902344 1499.682556152344 857.34472656250011 51.500000000000007 4.5000000000000009 2713.268676757813 3575.3942871093755 38.500000000000007 931.96960449218761 4143.0483398437509 4406.9799804687509 51.500000000000007 1898.8924560546877 1.0000000180025095e-35 1.5000000000000002 2127.8171386718755 decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 10 -5 -3 -12 13 -13 16 -16 17 -7 23 21 -21 -20 -18 26 25 -25 27 -17 -29 -28 right_child=-2 2 4 9 5 14 -8 -9 -10 -11 11 12 -14 -15 15 18 22 -19 19 20 -22 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=0.00016679887563066868 5.402578701266493e-05 -0.0028875537430251108 -0.011947726163260921 0.0041040477596311952 0.038102023617479303 -0.0057712151105062887 -0.017552915435120105 0.021113503196018412 -0.011873184109193075 0.022037201973857515 0.0017903758356750377 0.0045331402925940529 -0.023135452804593296 0.029647250252812257 0.014040549081565415 0.007148084628810069 -0.021492390508793167 0.010820063957398322 0.0095942092373711343 -0.036550362495793957 -0.00051405432326647685 -0.016067681130510658 -0.0067640769513434042 0.0056007566200726791 -0.0003870305272195733 0.029797878069919369 -0.0083443954266817118 -0.0089675385434061644 0.0076033020109915819 -0.0021311847550573911 leaf_weight=16773.136519744992 297466.06255182484 710.68908783793449 180.74642066657543 55.201306164264679 12.475749537348745 82.506095170974731 51.975212171673775 32.973802134394646 74.090409301221371 63.368013173341751 1876.3930004537106 31.982228055596352 84.040096580982208 29.030923068523407 92.329267039895058 224.78191567957401 43.631672590970993 68.98564438521862 262.31537345051765 16.827322274446487 242.36374836415052 20.995264768600464 236.22000266611576 29.795458003878593 1827.8361144214869 25.365808665752411 349.31063786149025 172.10491542518139 88.058690264821053 3673.8980088680983 leaf_count=75009 1288997 3036 814 228 53 405 267 146 501 272 7902 129 467 118 397 962 242 291 1064 82 1362 86 1181 140 7808 108 1448 706 362 17251 internal_value=2.6946e-05 -0.000266685 -0.000948738 0.000297649 -0.00143907 -0.00118479 -0.000251509 6.52157e-05 -0.000182107 0.0136882 0.000134934 0.00119756 -0.00647099 0.0164828 -0.00125052 -0.00100487 -0.00525171 0.00178405 -0.00120522 0.00265387 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410.89489746093756 539.92453002929699 564.90808105468761 358.55703735351568 317.97758483886724 7.5000000000000009 1.0000000180025095e-35 149.63704681396487 269.47608947753912 1.0000000180025095e-35 51.500000000000007 1192.975524902344 1499.682556152344 857.34472656250011 51.500000000000007 4.5000000000000009 2713.268676757813 3575.3942871093755 38.500000000000007 931.96960449218761 51.500000000000007 4143.0483398437509 4784.4965820312509 1958.9346313476565 2127.8171386718755 2073.8535156250005 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 -4 -6 7 8 10 -5 -3 -12 13 -13 16 23 17 -7 24 21 -21 -20 -18 -16 26 -26 -17 28 29 -28 right_child=-2 2 4 9 5 14 -8 -9 -10 -11 11 12 -14 -15 15 18 22 -19 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.00016179548752908026 5.2405059528702209e-05 -0.0028017852492319721 -0.011619043408376464 0.0039834260975228518 0.036810638300074534 -0.0056084957179717071 -0.017138285579258269 0.020417409026707321 -0.011602541490245233 0.021276293904906266 0.0017364631509440059 0.0043970449810573223 -0.022714220669278445 0.028871441408546687 0.021576946757245388 0.001068542180925569 -0.021046948758723542 0.010485869394579229 0.0093002157275588349 -0.035984760938399536 -0.00049874024310999612 -0.015556000493520702 -0.0065761483399268692 0.0038527235422588938 0.010013675419636206 -0.0006862722834348776 -0.014222416300430606 -0.002067857214832844 -0.020861813788754947 0.0019435768801441891 leaf_weight=16773.085862994194 297465.667844665 710.47478054463863 180.29064637422562 55.167188882827759 12.525231093168257 82.355181880295277 51.640805035829544 33.073483020067215 73.552354156970978 63.660651996731758 1876.6074571162462 31.982953488826752 83.045831300318241 28.918390691280365 50.886114537715912 604.48586666584015 43.224675886332989 69.04777917265892 262.48664493858814 16.582769259810448 242.31224997341633 21.034665629267693 235.68959172070026 41.400519549846649 140.28889091312885 1742.7207438349724 80.416680261492729 3672.8346356004477 83.676658883690834 65.379850849509239 leaf_count=75009 1288997 3036 814 228 53 405 267 146 501 272 7902 129 467 118 223 2523 242 291 1064 82 1362 86 1181 174 627 7429 336 17251 349 270 internal_value=2.61346e-05 -0.000258768 -0.000920771 0.000288668 -0.00139649 -0.00114968 -0.000244304 6.31392e-05 -0.000176892 0.0132479 0.000130825 0.001162 -0.00632715 0.0160185 -0.00121346 -0.000974956 -0.00510679 0.00173139 -0.00116933 0.00257439 -0.00277169 0.00745611 -0.00881876 0.0136257 -0.00148713 0.0001109 -0.00215481 -0.00265412 -0.0120376 -0.00697307 internal_weight=324895 27428.8 10655.8 3008.12 7647.64 7467.35 2889.3 2837.66 2804.58 118.828 2731.03 2020.55 143.947 60.9013 7454.82 7024.51 430.317 151.403 6932.22 542.416 258.895 283.521 278.914 92.2866 6389.8 1883.01 4506.79 3902.31 229.473 145.797 internal_count=1411834 122837 47828 13066 34762 33948 12566 12299 12153 500 11652 8616 714 247 33895 31776 2119 696 31379 2594 1444 1150 1423 397 28785 8056 20729 18206 955 606 is_linear=0 shrinkage=0.03 Tree=468 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 1 1 2 2 2 2 1 0 2 2 2 1 1 2 2 1 2 2 2 0 2 2 2 0 split_gain=2.54311 7.98843 6.4099 21.6822 20.2355 18.842 13.9533 10.3337 8.73498 7.31064 13.704 9.13703 55.6411 9.58518 8.27952 7.264 20.8585 11.9537 8.62248 14.7913 20.7773 12.566 7.81043 7.13026 15.7546 8.41136 7.58546 22.4268 10.6988 9.84882 threshold=1.1054999828338625 1.0619999766349795 498.67184448242193 466.24169921875006 539.92453002929699 564.90808105468761 7.5000000000000009 1.0000000180025095e-35 149.63704681396487 358.55703735351568 317.97758483886724 269.47608947753912 1.0000000180025095e-35 51.500000000000007 410.89489746093756 1192.975524902344 1499.682556152344 -1.4999999999999998 4.5000000000000009 2713.268676757813 3575.3942871093755 38.500000000000007 1235.1978759765627 4143.0483398437509 4406.9799804687509 51.500000000000007 1958.9346313476565 2127.8171386718755 2073.8535156250005 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 -4 -6 8 -5 -3 10 11 -10 13 -13 -11 17 22 -7 23 21 -21 -20 -17 26 25 -25 -18 28 29 -28 right_child=-2 2 4 7 5 15 -8 -9 9 14 -12 12 -14 -15 -16 16 18 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.00015694202626068845 5.0832979011367103e-05 -0.0027185482410152862 -0.01129924278587232 0.0034515699613056161 0.035589574657027861 0.0082581663134905191 -0.012439049542689871 0.022805923455845575 0.0016841814823401245 -0.01590442862521842 0.020924058855488901 0.0042650791080092341 -0.022299894000480214 0.028124840630963634 0.0080144997337765946 -0.0026545728086334328 0.0010365137173307269 -0.0068607324474092811 0.009015803969407583 -0.03543796702234929 -0.00048387947866698582 -0.015063336543911812 0.018028618617376986 0.0051082754746128757 -0.00036978055696130038 0.028585853041415879 -0.013792277943400946 -0.0020063966989822689 -0.020217311878051966 0.0018855635392454426 leaf_weight=16773.036666430533 297465.28477687854 710.26451253890991 179.83853077888489 45.531033635139465 12.565671086311339 53.810263082385063 81.392612524330616 54.602620661258698 1876.8129725754261 44.690310448408127 31.969164431095123 31.983350202441216 82.066099137067795 28.79730860888958 18.381809785962105 21.397078320384026 604.46976009011269 375.49733920395374 262.64158126711845 16.337204664945602 242.26227650046349 21.070390596985817 70.808187484741211 29.929564297199249 1827.8489735648036 25.381118625402451 80.436565145850182 3671.7975426316261 83.752617582678795 65.369839236140251 leaf_count=75009 1288997 3036 814 188 53 223 562 232 7902 217 138 129 467 118 77 91 2523 1896 1064 82 1362 86 306 140 7808 108 336 17251 349 270 internal_value=2.53477e-05 -0.000251081 -0.000893586 0.000279965 -0.00135509 -0.00111554 -0.000192923 0.0140054 0.000159911 0.0011267 0.00143597 0.0011275 -0.00618659 0.0155696 -0.00893347 -0.00117742 -0.000945865 -0.0049657 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87.134357452392592 112.57336044311525 65.889682769775405 174.82500457763675 199.88579559326175 389.89239501953131 325.33131408691412 466.24169921875006 1.0000000180025095e-35 6.5000000000000009 1117.6546630859377 837.96789550781261 517.14669799804699 1235.1978759765627 716.21582031250011 1192.975524902344 478.39485168457037 1.0205000042915346 1.0205000042915346 1.5000000000000002 2855.797973632813 1681.4685058593752 4493.2343750000009 6.5000000000000009 3673.1176757812505 3575.3942871093755 1850.3489990234377 4232.3850097656259 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 10 8 -8 -9 -7 -12 13 14 18 17 -16 19 20 -14 -11 27 23 -23 26 -26 -24 28 -17 -29 right_child=-2 -3 3 5 -6 6 7 9 -10 12 11 -13 15 -15 16 21 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.0027210804186225046 4.9308060264540126e-05 -0.00086720795780451847 0.016855059264267579 -0.0011978357119436325 -0.029446450469208688 0.0012937658756432611 -0.0031088512857335654 0.013013264914006594 -0.022103710525327988 -0.011166539821644846 0.0094453016346375315 -0.013321744737292954 0.029065530086773868 -0.018620289185515209 0.024809528511609596 0.0048614910968263758 0.0038014549987589815 0.041403969623439438 -0.011818737264627824 -0.0036436913344334572 0.01407984862455201 -0.017111203137794642 -0.0090156519893806152 0.0044461838899785061 -0.0029249159966163361 0.010682780766351842 -0.023829376466193705 0.0032654377215902658 -0.0030005594752406969 -0.0011873422353156505 leaf_weight=313.28599056601524 297464.91260432219 10647.441650375724 84.730164781212807 2594.5337741672993 14.774800941348074 484.50463601946831 352.72284091264009 127.20616491138935 105.66425369679928 35.706647083163261 546.54835949838161 34.602129310369492 26.268459603190422 256.69084247946739 117.38007993996143 706.72667936980724 122.38542845845222 24.030133724212646 158.04931247234344 41.032901659607887 63.98880572617054 96.684453189373016 557.38012528419495 920.32163824141026 406.88839453458786 133.24358177930117 78.704790852963924 3997.3666998296976 2173.0828041881323 2198.4838809147477 leaf_count=1333 1288997 47828 364 11238 64 2047 1493 537 490 150 2223 198 113 1194 503 3013 531 104 704 173 267 420 3163 3714 1773 597 449 19684 9142 9328 internal_value=2.4585e-05 -0.000243618 0.000152234 0.000233565 -0.0039247 0.000147482 0.000401046 1.5155e-05 -0.00748742 0.000296089 0.00499992 0.00808973 0.000162553 -0.00367008 0.00404349 0.000417001 0.0140862 0.0176165 -0.00529869 0.00912308 0.00503767 0.000277603 -0.00192858 0.00239677 -0.00566846 0.000431927 -0.0108486 0.000810749 -0.00107115 0.00168545 internal_weight=324885 27420.4 16773 16444.9 328.061 16360.2 13765.7 12700 458.387 12241.6 1065.66 581.15 12114.4 754.201 497.51 11360.2 239.766 91.3315 257.745 67.3014 99.6955 11268.9 2193.22 1017.01 1176.22 540.132 636.085 9075.66 2879.81 6195.85 internal_count=1411834 122837 75009 73612 1397 73248 62010 57542 1983 55559 4468 2421 55022 3349 2155 51673 1034 390 1121 286 417 51283 10116 4134 5982 2370 3612 41167 12155 29012 is_linear=0 shrinkage=0.03 Tree=470 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2 1 2 2 1 1 1 split_gain=5.839 5.97799 16.6117 18.551 17.2342 17.2176 22.4181 17.1542 32.5713 27.4973 15.3293 16.0455 27.0768 28.4998 14.392 23.8157 13.8475 13.1781 11.4489 10.8997 10.686 9.77457 9.59978 54.9755 23.4369 19.1406 13.2909 15.1919 12.4184 12.0272 threshold=1.0619999766349795 50.500000000000007 418.29415893554693 478.39485168457037 249.38574218750003 498.67184448242193 716.21582031250011 1192.975524902344 1235.1978759765627 857.34472656250011 14858.619628906252 1.0000000180025095e-35 1750.7693481445315 2406.084106445313 2320.079467773438 -1.4999999999999998 1608.1567382812502 2760.058227539063 -1.4999999999999998 1.0000000180025095e-35 3141.066528320313 931.96960449218761 2534.145385742188 2406.084106445313 1.5000000000000002 4591.9587402343759 1898.8924560546877 3.5000000000000004 4.5000000000000009 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 4 19 -3 -5 -7 9 -9 -8 11 12 18 14 -14 -16 -13 -15 -10 -4 -19 -11 23 26 -24 -26 27 -18 -28 -27 right_child=-2 2 3 5 -6 6 7 8 10 21 -12 16 13 17 15 -17 22 20 -20 -21 -22 -23 24 -25 25 29 28 -29 -30 -31 leaf_value=8.946106822141455e-05 -4.7988844413112785e-05 -0.00076288189867834407 0.006325732209326404 -0.015485271509687142 -0.015122708418210482 0.022071104937231165 0.0095253020461058425 0.054787660030967265 0.0053876574570845747 -0.042072835896014731 -0.0050110890202441707 -0.019420576795614691 -0.0051344936888278398 0.012550860624896278 0.0031613266319037692 -0.034359196148133347 0.017461691356254614 -0.027529542508794056 0.026492666671238414 0.03343734924734082 0.0009836639793375907 -0.015032450972488698 0.0050926185057842237 0.027599537374427573 -0.0098089784989834391 -0.00036951891606683902 -0.0025868647688402479 -0.0034605810187376402 0.01051526311356284 0.020611421659463634 leaf_weight=10463.503953136504 307931.92153219692 1370.7187148928642 27.05811470746994 50.631929472088814 79.587851598858833 50.062739357352257 43.362860426306725 10.567880287766455 44.360486850142479 15.127514481544493 260.14822740852833 22.030621856451035 254.38903242349625 90.384725376963615 23.792498961091042 42.283866137266159 103.91330800950527 11.923050180077551 48.343458294868469 26.334835812449455 1507.4673323109746 58.783918485045433 1270.6525356471539 103.55761623382568 196.79323582351208 93.984150320291519 275.38512633740902 44.658332392573357 85.264882892370224 33.303340271115303 leaf_count=47726 1336011 5862 112 210 349 209 181 45 198 65 1074 93 1098 398 108 171 418 49 196 109 7014 247 5167 417 1057 403 1102 181 345 143 internal_value=-1.83522e-05 0.000527845 0.00126237 0.00211336 -0.0015509 0.00191533 0.00210316 0.00188774 0.00218144 -0.00944009 0.00205824 0.00249072 0.000556108 -0.000204519 -0.00837464 -0.020849 0.00424605 0.00142194 0.0163935 0.0196979 0.000759913 -0.0205668 0.00448224 0.00767372 0.00325591 -0.00394544 0.00362152 0.0111728 0.000510741 0.00511991 internal_weight=324640 16708.4 6244.87 4794.57 1450.31 4741.17 4690.54 4640.48 4523.2 117.274 4512.64 4252.49 2022.94 1930.24 320.465 66.0764 2229.54 1609.78 92.7039 53.393 1519.39 73.9114 2207.51 612.779 1594.73 324.081 509.222 148.572 360.65 127.287 internal_count=1410758 74747 27021 20810 6211 20589 20379 20170 19677 493 19632 18558 9232 8838 1377 279 9326 7461 394 221 7063 312 9233 2463 6770 1603 2046 599 1447 546 is_linear=0 shrinkage=0.03 Tree=471 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2 2 1 2 2 1 1 split_gain=5.49406 5.62607 15.6331 17.4093 16.2686 16.2153 21.0674 16.1618 30.5975 25.9492 14.4231 15.0955 25.5422 26.7867 13.5082 22.2873 13.0667 12.4496 10.8266 10.1422 10.0197 9.42767 9.35692 9.03687 51.8922 22.0467 18.0855 12.4997 14.2802 11.6778 threshold=1.0619999766349795 50.500000000000007 418.29415893554693 478.39485168457037 249.38574218750003 498.67184448242193 716.21582031250011 1192.975524902344 1235.1978759765627 857.34472656250011 14858.619628906252 1.0000000180025095e-35 1750.7693481445315 2406.084106445313 2320.079467773438 -1.4999999999999998 1608.1567382812502 2760.058227539063 -1.4999999999999998 1.0000000180025095e-35 3141.066528320313 782.01553344726574 931.96960449218761 2534.145385742188 2406.084106445313 1.5000000000000002 4591.9587402343759 1898.8924560546877 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 -1 4 19 -3 -5 -7 9 -9 21 11 12 18 14 -14 -16 -13 -15 -10 -4 -19 -8 -11 24 27 -25 -27 28 -18 -29 right_child=-2 2 3 5 -6 6 7 8 10 22 -12 16 13 17 15 -17 23 20 -20 -21 -22 -23 -24 25 -26 26 -28 29 -30 -31 leaf_value=8.6777321411779569e-05 -4.6549163049576917e-05 -0.00074004400977657075 0.0061424403858604875 -0.015037789606116684 -0.014709930198567329 0.021388134081540659 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1271.3754047751427 103.34451335668564 195.89989157021046 127.3581962287426 275.3791625648737 44.645798221230507 85.321531027555466 leaf_count=47726 1336011 5862 112 210 349 209 76 45 198 65 1074 93 1098 398 108 171 418 49 196 109 7014 105 247 5167 417 1057 546 1102 181 345 internal_value=-1.78023e-05 0.000512036 0.00122471 0.00205032 -0.00150473 0.00185826 0.00204047 0.0018315 0.00211639 -0.00917344 0.00199688 0.00241653 0.00053971 -0.000198332 -0.00811307 -0.0201869 0.00411916 0.00138001 0.0159414 0.0190682 0.000737366 0.00923683 -0.0200089 0.00434812 0.00744495 0.0031583 -0.00383729 0.00351211 0.0108337 0.000495322 internal_weight=324639 16707.1 6243.65 4793.65 1450 4740.15 4689.58 4639.46 4522.39 117.073 4511.81 4251.56 2022.32 1929.85 320.861 66.1924 2229.24 1608.99 92.4776 53.4981 1518.91 43.3754 73.6979 2207.3 612.669 1594.63 323.258 509.324 148.624 360.701 internal_count=1410758 74747 27021 20810 6211 20589 20379 20170 19677 493 19632 18558 9232 8838 1377 279 9326 7461 394 221 7063 181 312 9233 2463 6770 1603 2046 599 1447 is_linear=0 shrinkage=0.03 Tree=472 num_leaves=31 num_cat=0 split_feature=3 0 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2 2 1 2 2 1 2 split_gain=5.16957 5.29512 14.7125 16.3445 15.3575 15.2723 19.8037 15.228 28.783 24.4919 13.5707 14.2022 24.0974 25.1795 12.6883 20.8781 12.3307 11.761 10.2436 9.45017 9.39923 8.96753 8.86381 8.54943 8.5314 15.5975 16.8053 21.5994 30.9685 22.5426 threshold=1.0619999766349795 50.500000000000007 418.29415893554693 478.39485168457037 249.38574218750003 498.67184448242193 716.21582031250011 1192.975524902344 1235.1978759765627 857.34472656250011 14858.619628906252 1.0000000180025095e-35 1750.7693481445315 2406.084106445313 2320.079467773438 -1.4999999999999998 1608.1567382812502 2760.058227539063 -1.4999999999999998 1.0000000180025095e-35 3141.066528320313 931.96960449218761 782.01553344726574 24552.913085937504 184.69928741455081 1.0000000180025095e-35 5797.4450683593759 2583.655151367188 2.5000000000000004 3309.9538574218755 decision_type=2 2 2 2 2 2 2 2 2 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 19 -3 -5 -7 9 -9 22 11 12 18 14 -14 -16 -13 -15 -10 -4 -19 -11 -8 -12 -1 -26 27 28 -27 -29 right_child=-2 2 3 5 -6 6 7 8 10 21 23 16 13 17 15 -17 -18 20 -20 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=0.0015732016085727705 -4.5152613878723256e-05 -0.00071788832479019601 0.0059643878355420867 -0.014604308093656353 -0.014308647814324529 0.020731272519865947 -0.0068971277420882384 0.051466450259461505 0.0050854809847510271 -0.040272464051643107 -0.0093233692575858829 -0.018435167465498534 -0.004820487827074703 0.011890049750482601 0.0029804001336229593 -0.032134560156733605 0.0042181167694964015 -0.025726300642080435 0.02509717027565975 0.03116194555309592 0.00092617761482605447 -0.014188956615530306 0.020553509803873368 0.0016971467860220724 0.00096806593469832942 -0.0031031621971209376 0.0023108828245972232 -0.022611624034208463 0.0049514183234819738 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0.0184648 0.000715485 -0.0194691 0.00895658 -0.00471146 8.41739e-05 -0.00040864 -0.00170566 -0.00263591 -0.000838419 -0.00592635 internal_weight=324638 16705.8 6242.28 4792.59 1449.69 4739 4688.49 4638.34 4521.48 116.864 4510.89 4250.56 2021.67 1929.43 321.219 66.2812 2228.89 1608.21 92.2415 53.586 1518.43 73.4742 43.39 260.337 10463.5 7861.59 4047.95 3286.73 2125.58 1161.15 internal_count=1410758 74747 27021 20810 6211 20589 20379 20170 19677 493 19632 18558 9232 8838 1377 279 9326 7461 394 221 7063 312 181 1074 47726 36546 18170 14896 9014 5882 is_linear=0 shrinkage=0.03 Tree=473 num_leaves=31 num_cat=0 split_feature=3 1 1 0 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 2 2 1 2 2 2 2 1 2 split_gain=4.86446 5.15648 5.54105 4.70257 13.6944 14.4747 14.455 14.332 18.7334 12.2178 26.3944 25.9296 12.1747 12.7969 22.7684 12.7883 17.858 19.576 11.4931 11.318 16.3643 11.1101 10.7506 19.5448 8.82084 8.64446 8.65455 8.60336 8.28489 7.98517 threshold=1.0619999766349795 42.500000000000007 38.500000000000007 50.500000000000007 418.29415893554693 478.39485168457037 249.38574218750003 498.67184448242193 661.81594848632824 1192.975524902344 1235.1978759765627 857.34472656250011 14858.619628906252 1.0000000180025095e-35 1608.1567382812502 2406.084106445313 2320.079467773438 -1.4999999999999998 1750.7693481445315 1681.4685058593752 1.5000000000000002 2760.058227539063 1898.8924560546877 5.5000000000000009 3141.066528320313 24552.913085937504 27132.552734375004 931.96960449218761 1.0000000180025095e-35 184.69928741455081 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 28 -5 -7 -9 11 -11 -10 13 14 -12 16 18 -18 -16 20 -15 -17 23 -21 -23 -14 -27 -13 -6 -1 right_child=-2 -3 -4 4 5 7 -8 8 9 10 12 27 25 19 15 21 17 -19 -20 22 -22 24 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.001519386089682321 -4.3797961247548641e-05 0.008906511867126439 -0.015283450878338909 -0.00071557796670782415 0.0057914218300443993 -0.014184243960079349 -0.013918459136499013 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1505.9297601878643 18.185064271092415 90.286035798490047 58.50502410531044 26.192133918404579 7798.4971280694008 leaf_count=11141 1336011 277 87 5859 112 210 349 185 204 44 121 65 619 75 273 398 108 171 1098 416 95 49 8580 100 7014 74 376 247 107 36293 internal_value=-1.6752e-05 0.00048188 0.000448899 0.000467951 0.00112001 0.00189493 -0.00143494 0.00171971 0.00189142 0.00170497 0.00195855 -0.00766407 0.00184851 0.00223473 0.000508361 0.000124126 -0.00479045 -0.0189487 -0.00183834 0.00380942 -0.0119182 0.00129979 0.00410173 0.0125179 0.000694245 -0.00446187 0.00199722 -0.0189464 0.0174609 7.73485e-05 internal_weight=324635 16702.4 16637.2 16617.1 6225.12 4776.43 1448.69 4723.26 4672.81 4628.22 4506.25 121.968 4495.92 4236.63 2020.98 1991.98 384.533 66.3449 318.188 2215.64 40.4287 1607.45 2175.21 128.528 1517.97 259.294 108.471 73.2415 53.167 10392 internal_count=1410758 74747 74470 74383 26949 20741 6208 20522 20312 20127 19611 516 19567 18498 9232 9111 1650 279 1371 9266 170 7461 9096 516 7063 1069 450 312 219 47434 is_linear=0 shrinkage=0.03 Tree=474 num_leaves=31 num_cat=0 split_feature=3 1 1 0 2 2 2 2 2 1 1 1 2 2 2 2 2 2 1 2 1 2 2 2 2 2 2 2 2 2 split_gain=4.57692 4.85096 5.22018 4.42516 12.886 13.6944 16.5862 13.6173 11.1644 14.3336 11.2123 20.9226 10.9056 11.502 9.79632 15.6586 22.2555 11.2175 18.3706 10.4949 9.06709 8.9142 8.38155 8.28119 8.12436 8.15945 8.03893 26.016 14.7602 8.29776 threshold=1.0619999766349795 42.500000000000007 38.500000000000007 50.500000000000007 418.29415893554693 342.58499145507818 370.10404968261724 466.24169921875006 14858.619628906252 1.0000000180025095e-35 2.5000000000000004 4.5000000000000009 3645.8532714843755 1681.4685058593752 498.67184448242193 1750.7693481445315 2406.084106445313 2320.079467773438 -1.4999999999999998 2760.058227539063 -3.4999999999999996 1317.2869262695315 1808.673522949219 3141.066528320313 24552.913085937504 27132.552734375004 4232.3850097656259 6643.0878906250009 3985.294067382813 7781.1735839843759 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 9 14 26 12 13 21 -9 20 17 -17 -19 -18 -16 -12 -15 -21 -10 -26 28 -28 -11 -29 right_child=-2 -3 -4 4 7 6 -8 8 24 10 11 -13 -14 22 15 16 19 18 -20 23 -22 -23 -24 -25 25 -27 27 29 -30 -31 leaf_value=7.5025189005103026e-05 -4.2484036368728533e-05 0.0086380916648010429 -0.014844561138322786 -0.0009295432178776466 0.02458958784373249 -0.047486448933722843 -0.0046230046040749801 -0.013837913130784885 -0.0088261845580036215 0.0052723457857023134 -0.0046410637800991484 0.0048539514693721484 -0.017865123693415665 0.026678337998427278 -0.0064869670351477898 -0.0045264822707617213 0.011262843668634179 0.002809553519693966 -0.030128445551606067 -0.024083211453210265 0.012300737772285634 -0.03775952998001865 -0.00054430822185255409 0.0008720163817493977 0.020292398459069681 -0.0017516238595677348 -0.010286115053529443 0.020869448289875022 0.037931455287643481 0.004371792248914555 leaf_weight=10392.306004680693 307933.03124317655 65.141465291380882 20.098170787096024 1412.8416049107909 23.559591293334961 12.571499824523924 22.970584735274315 43.217939600348473 150.95442333817482 1592.64782127738 18.592601999640468 241.72403220832348 70.935906261205673 12.487118586897848 27.545780852437019 255.44315518438816 89.186007365584373 23.701979741454124 42.683723956346512 12.06364621222019 143.84655676782131 12.058364287018774 55.070155844092369 1505.4466309025884 18.149820059537888 90.288390807807446 126.87139587104321 32.553206413984299 12.552622169256209 174.63190226256847 leaf_count=47434 1336011 277 87 6044 97 55 109 176 619 6518 82 1134 355 50 132 1098 398 108 171 49 591 52 222 7014 74 376 535 134 52 704 internal_value=-1.62498e-05 0.000467423 0.000435431 0.000453913 0.00108649 -0.00139222 -0.0197841 0.00183815 0.00172537 0.00207473 0.00369279 -0.000809041 -0.00890203 -0.00242798 0.000300379 0.000591357 -0.000180931 -0.00738175 -0.0183684 0.00126143 0.00928122 -0.0176702 0.00448746 0.000673632 -0.00432626 0.00193799 0.00464659 0.000412529 0.00552774 0.00696393 internal_weight=324635 16702.1 16637 16616.9 6224.6 1448.38 35.5421 4776.21 4752.65 4493.26 2350.13 410.868 169.144 98.2082 2143.14 2099.92 1928.53 321.829 66.3857 1606.7 171.392 30.651 67.5573 1517.51 259.393 108.438 1939.26 334.057 1605.2 207.185 internal_count=1410758 74747 74470 74383 26949 6208 164 20741 20644 19575 9838 1895 761 406 9737 9561 8838 1377 279 7461 723 134 272 7063 1069 450 7943 1373 6570 838 is_linear=0 shrinkage=0.03 Tree=475 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 0 1 0 0 1 1 1 2 0 0 0 1 1 2 2 0 0 1 0 0 0 0 2 2 2 split_gain=2.82446 17.5374 11.86 8.15976 6.25617 6.09827 6.02553 8.39531 5.28379 4.99013 4.41055 4.22798 3.6342 13.3205 14.3419 21.0083 13.4164 9.16613 8.97413 14.6167 8.00214 19.0612 9.73353 15.6781 11.4409 23.8257 9.45218 8.33021 8.27405 20.2131 threshold=65.889682769775405 25.500000000000004 10.500000000000002 53.500000000000007 1.5000000000000002 62.500000000000007 -2.4999999999999996 58.500000000000007 73.500000000000014 1.0000000180025095e-35 -2.4999999999999996 -4.4999999999999991 161.9395446777344 20.500000000000004 30.500000000000004 44.500000000000007 1.0000000180025095e-35 -3.4999999999999996 87.134357452392592 145.16793060302737 66.500000000000014 53.500000000000007 1.0000000180025095e-35 76.500000000000014 68.500000000000014 70.500000000000014 57.500000000000007 112.57336044311525 112.57336044311525 87.134357452392592 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -6 11 -8 -9 -1 -3 -5 13 16 17 -16 -2 -15 -18 -20 21 28 24 -24 -22 -26 -23 -28 29 -17 right_child=12 3 -4 4 5 -7 7 8 -10 -11 -12 -13 -14 14 15 20 18 -19 19 -21 22 26 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.017615937836750768 0.025186488430705142 -0.0063343930248501799 -0.035919028484526924 0.0072205378671303701 0.031207383785079302 0.0071457652693251092 0.012365403696499487 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39.945981934666634 92.880715012550354 440.19942504167557 126.44199547171593 6019.5536454170942 151.36205779761076 leaf_count=69 239 321 105 64 75 82 207 274 80 75 3497 50 1361879 101 6721 934 90 2545 146 79 284 2508 984 120 164 399 1907 541 26065 652 internal_value=-3.48318e-05 0.00146488 -0.0187693 0.00215746 0.0077404 0.0186556 0.00507732 0.00260759 -0.00323619 -0.00207189 0.00094959 0.0191789 -4.00512e-05 -0.000595808 -0.000703677 -0.00041804 0.0102427 -0.00515447 0.00224637 0.00811681 -0.00104178 -0.00127054 0.00290581 -0.00122872 0.00775609 0.00262798 -0.00482766 -0.00206905 -0.000630774 0.00372608 internal_weight=324747 1126.3 37.2751 1089.02 193.702 37.9905 155.712 132.505 82.8736 18.8866 895.32 23.2067 323621 10254.1 10153.1 9540.77 101.048 612.295 65.8253 51.3912 7975.12 7538.28 436.837 235.818 201.019 132.827 1149.12 566.641 6389.16 369.603 internal_count=1411257 4899 249 4650 832 157 675 561 354 144 3818 114 1406358 44479 43925 41279 554 2646 315 225 34558 32607 1951 1104 847 563 4956 2448 27651 1586 is_linear=0 shrinkage=0.03 Tree=476 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 1 0 0 0 1 1 1 2 0 0 0 1 1 2 2 0 0 1 0 0 0 0 2 2 1 split_gain=2.65796 16.652 11.2902 7.68331 5.8521 5.73394 7.90424 5.69279 4.96969 4.74845 4.14342 4.0657 3.42053 12.6027 13.5061 19.7697 12.9184 8.64895 8.49409 13.7152 7.53394 17.9502 9.17547 14.9942 10.8259 22.4103 8.91192 7.83898 7.80311 12.3052 threshold=65.889682769775405 25.500000000000004 10.500000000000002 53.500000000000007 1.5000000000000002 -2.4999999999999996 58.500000000000007 62.500000000000007 73.500000000000014 1.0000000180025095e-35 -2.4999999999999996 -4.4999999999999991 161.9395446777344 20.500000000000004 30.500000000000004 44.500000000000007 1.0000000180025095e-35 -3.4999999999999996 87.134357452392592 145.16793060302737 66.500000000000014 53.500000000000007 1.0000000180025095e-35 76.500000000000014 68.500000000000014 70.500000000000014 57.500000000000007 112.57336044311525 112.57336044311525 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 9 10 5 11 -7 -6 -8 -1 -3 -5 13 16 17 -16 -2 -15 -18 -20 21 -17 24 28 -22 -26 -23 -28 -24 -30 right_child=12 3 -4 4 7 6 8 -9 -10 -11 -12 -13 -14 14 15 20 18 -19 19 -21 22 26 23 -25 25 -27 27 -29 29 -31 leaf_value=0.017318959002060791 0.024806001075580467 -0.0061308457842338604 -0.035232029039974848 0.0070278148161420596 0.030144846630656297 0.012002735741270041 -0.006957279320602177 0.0069260701310007453 0.010985205644092246 -0.01384732687831665 0.00151139903145702 0.03230259983971364 -2.1209546017385514e-05 0.013930675192133648 0.0026766273191669147 -0.00061191016308217354 -0.018284605993454352 -0.0056754947524294882 0.018946397696968688 -0.013780141218224901 0.017274049191657089 -0.0072933396450912871 0.013568212257626487 -0.02697472737926836 -0.016207802187019796 0.01064958181579832 -0.0038993304370229299 0.0045747849590202037 0.0014357861864173914 -0.02214941898430536 leaf_weight=7.0865997672081003 34.697830121964216 69.196510136127472 18.187732726335526 12.354404315352442 18.24763959646225 49.597780704498291 65.26180312037468 19.832795798778534 17.650982856750488 11.604118674993515 826.33834683895111 10.67938010394573 313366.95002638851 20.968401677906513 1565.520014770329 6388.5445927977562 14.286783263087271 590.87095715105534 34.02827163040638 17.42769792675972 67.952560424804688 581.89821074903011 37.034515887498856 18.692060559988022 40.033792272210121 92.72678017616272 440.04676815867424 126.48482157289982 157.07019339501858 22.79893659055233 leaf_count=69 239 321 105 64 75 207 274 82 80 75 3497 50 1361879 101 6721 27651 90 2545 146 79 284 2508 166 120 164 399 1907 541 697 121 internal_value=-3.37873e-05 0.00142122 -0.0184049 0.00209252 0.00751141 0.00493081 0.00252934 0.0180522 -0.00313757 -0.00203061 0.000920895 0.0187462 -3.885e-05 -0.000578104 -0.000682739 -0.000405591 0.00999639 -0.00500357 0.00218015 0.0078622 -0.00101077 -0.00123265 0.00282202 -0.00119351 0.00753542 0.00255077 -0.00468573 -0.00200738 0.00102824 -0.00155371 internal_weight=324744 1126.04 36.8785 1089.16 193.625 155.544 132.511 38.0804 82.9128 18.6907 895.535 23.0338 323618 10251.1 10150.6 9538.8 100.441 611.839 65.7428 51.456 7973.28 7536.97 436.309 235.596 200.713 132.761 1148.43 566.532 216.904 179.869 internal_count=1411257 4899 249 4650 832 675 561 157 354 144 3818 114 1406358 44479 43925 41279 554 2646 315 225 34558 32607 1951 1104 847 563 4956 2448 984 818 is_linear=0 shrinkage=0.03 Tree=477 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 1 1 0 1 1 0 0 2 0 0 0 1 1 2 2 0 0 1 0 0 0 0 2 2 0 split_gain=2.50133 15.8111 10.7497 7.25635 4.7017 5.78062 8.56272 4.67446 4.51783 3.93396 3.29534 6.83219 3.21953 11.9237 12.7188 18.6042 12.4363 8.16081 8.04009 12.8729 7.09287 16.9042 8.65028 14.3395 10.2445 21.0814 8.40238 7.78533 19.0216 26.7136 threshold=65.889682769775405 25.500000000000004 10.500000000000002 54.500000000000007 58.500000000000007 -2.4999999999999996 1.5000000000000002 73.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 39.500000000000007 36.500000000000007 161.9395446777344 20.500000000000004 30.500000000000004 44.500000000000007 1.0000000180025095e-35 -3.4999999999999996 87.134357452392592 145.16793060302737 66.500000000000014 53.500000000000007 1.0000000180025095e-35 76.500000000000014 68.500000000000014 70.500000000000014 57.500000000000007 112.57336044311525 87.134357452392592 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 8 9 -5 -6 7 -7 -1 -3 11 -11 13 16 17 -16 -2 -15 -18 -20 21 27 24 -24 -22 -26 -23 28 29 -17 right_child=12 3 -4 4 5 6 -8 -9 -10 10 -12 -13 -14 14 15 20 18 -19 19 -21 22 26 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.017024219906214912 0.024430164059838045 -0.0013019484252774713 -0.034559853493515834 0.015087332415326921 0.020692493660226543 -0.0067448585728747731 0.015355255896265661 0.010655287794835827 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92.572750374674797 566.42121428251266 6018.512983776629 151.34266888350248 34.235783904790878 leaf_count=69 239 1708 105 221 86 274 129 80 75 191 1900 61 1361879 101 6721 784 90 2545 146 79 284 2508 984 120 164 399 2448 26065 652 150 internal_value=-3.27744e-05 0.00137888 -0.0180467 0.00202959 0.00746718 0.00444326 0.0020079 -0.00304209 -0.00198986 0.00092699 0.00268096 0.00921274 -3.76852e-05 -0.000560932 -0.000662429 -0.000393522 0.00975612 -0.00485706 0.00211613 0.00761699 -0.000980688 -0.00119585 0.00274105 -0.00116025 0.00732142 0.00247596 -0.00454795 -0.000593592 0.00363252 -0.0020344 internal_weight=324741 1125.76 36.4878 1089.27 183.639 131.468 114.332 82.9486 18.4995 905.634 506.816 61.1306 323615 10248.2 10148.3 9536.93 99.8366 611.388 65.6541 51.5116 7971.55 7535.87 435.676 235.279 200.397 132.687 1147.74 6388.13 369.618 218.275 internal_count=1411257 4899 249 4650 790 569 483 354 144 3860 2152 252 1406358 44479 43925 41279 554 2646 315 225 34558 32607 1951 1104 847 563 4956 27651 1586 934 is_linear=0 shrinkage=0.03 Tree=478 num_leaves=31 num_cat=0 split_feature=1 3 2 0 0 1 2 2 2 0 2 0 2 1 1 1 2 0 0 2 2 2 0 0 0 2 1 0 1 2 split_gain=2.46893 22.2452 20.0168 24.1705 20.859 17.4798 17.924 17.2931 16.6845 12.3481 12.0186 14.8682 23.1595 14.9372 14.3286 20.3343 13.3356 12.6552 21.4433 15.3663 11.8065 10.8353 10.3871 14.5966 10.6682 28.145 22.7552 16.2659 12.666 12.1737 threshold=-2.4999999999999996 2.1755000352859502 1608.1567382812502 62.500000000000007 39.500000000000007 -8.4999999999999982 75302.914062500015 1898.8924560546877 498.67184448242193 1.5000000000000002 3645.8532714843755 35.500000000000007 4143.0483398437509 -3.4999999999999996 -6.4999999999999991 -28.499999999999996 7113.1401367187509 36.500000000000007 46.500000000000007 1898.8924560546877 2966.459106445313 3673.1176757812505 51.500000000000007 52.500000000000007 44.500000000000007 4232.3850097656259 -4.4999999999999991 40.500000000000007 -10.499999999999998 5423.7912597656259 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -1 9 -7 -5 -6 -3 14 12 13 21 15 -4 22 20 -19 -20 -17 -12 24 -24 25 27 28 -13 -27 -26 right_child=-2 5 3 7 8 6 -8 -9 -10 -11 11 16 -14 -15 -16 17 -18 18 19 -21 -22 -23 23 -25 29 26 -28 -29 -30 -31 leaf_value=-0.0048451382216050942 -5.9089182110347686e-05 0.030479525472384205 -0.01046509238212376 -0.0453251967766094 0.00011061802805462318 0.0019500066155116894 -0.0017836780313680901 -0.0050490462180708545 -0.0044986410527630919 -0.00091498985429081978 0.0075192407305771213 -0.0030024918880715845 0.00028103700712391429 -0.0014793535974850221 0.0005880781103598092 -0.01401606948044669 0.00058002726101721858 0.010814184086798807 0.013845192839111675 7.0072850077855251e-05 0.0038662958650362783 0.020587857419540296 0.011499195301016096 -0.0013962566424905918 -0.0080474128838275791 0.0028726858930273333 0.0011366138305477348 0.0056963006525268551 -0.019041556251847412 0.0040268135226244469 leaf_weight=1630.8668938279152 292847.04443513835 11.31079070328269 76.942930780351162 9.7600274085998517 3370.2818007394671 10960.533960374305 1293.7784261163324 565.54500218480825 894.35182642936707 3608.5637380480766 121.47341556847095 402.48780989646912 917.24065896868706 78.794096931815147 2491.4224947243929 54.097157225012779 2261.7358946576715 532.72996035218239 87.044197663664818 447.95515884459019 86.13869571685791 107.74307511001825 98.710845768451691 395.59360408782959 623.72673852741718 27.753471568226814 112.24714082479477 372.5315855294466 164.03243267536163 85.44870962202549 leaf_count=6985 1260526 1268 402 41 14786 50877 7074 2536 3931 19547 622 1908 4003 342 11302 272 9715 3164 478 2341 467 550 423 1733 2695 122 457 1665 674 351 internal_value=-3.17918e-05 0.000218875 -0.000569924 0.000239504 -0.00195952 0.00101475 0.00155581 -0.00573233 -0.000856006 -0.000816893 0.000599412 -0.000261794 0.00267113 0.0097887 0.00191517 0.00448839 -0.00105258 0.00544087 0.0065537 0.00231128 -0.00303198 0.0136621 -0.00267032 0.00117892 -0.00373433 -0.00185583 -0.00959147 0.00117879 -0.0158703 -0.00659259 internal_weight=324738 31890.8 16016.7 10121.2 5895.5 15874.2 12254.3 575.305 4264.63 3619.87 9545.85 5769.52 1225.25 308.011 3776.33 1284.91 4544.27 1207.97 1067.73 534.999 140.236 229.216 2282.53 494.304 1788.23 1079.05 304.033 775.019 191.786 709.175 internal_count=1411257 150731 71965 46263 25702 78766 57951 2577 18717 20815 43686 25260 5517 1514 18426 7124 19743 6722 5983 2819 739 1172 10028 2156 7872 4826 1253 3573 796 3046 is_linear=0 shrinkage=0.03 Tree=479 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 1 1 0 1 1 0 0 1 1 0 2 0 0 0 1 1 2 2 0 2 2 1 2 0 1 split_gain=2.35827 15.0178 10.2409 6.8325 4.43217 5.50413 8.04547 4.39692 4.29763 3.69507 3.09488 6.39807 3.08103 10.172 6.83983 3.01734 11.2778 11.9991 17.6285 11.9658 7.67261 7.61079 12.0856 7.36009 29.739 12.1483 14.4048 7.18331 10.0327 7.16019 threshold=65.889682769775405 25.500000000000004 10.500000000000002 54.500000000000007 58.500000000000007 -2.4999999999999996 1.5000000000000002 73.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 39.500000000000007 36.500000000000007 23.500000000000004 4.5000000000000009 48.500000000000007 161.9395446777344 20.500000000000004 30.500000000000004 43.500000000000007 1.0000000180025095e-35 -3.4999999999999996 87.134357452392592 145.16793060302737 39.500000000000007 157.11404418945315 135.51687622070315 -1.4999999999999998 145.16793060302737 36.500000000000007 -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 2 8 9 -5 -6 7 -7 -1 -3 11 -11 13 -12 -15 16 19 20 23 -2 -18 -21 -23 27 25 -25 -27 29 -29 -19 right_child=15 3 -4 4 5 6 -8 -9 -10 10 12 -13 -14 14 -16 -17 17 18 -20 21 -22 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.016732393515690683 0.024057651160434748 -0.0012583131448202685 -0.033907683560529395 0.014652921051008089 0.020253775429130916 -0.0065373661512688041 0.014875126935120874 0.010337460414406072 -0.013254685609594875 0.0033974525301490501 0.00093657650753184191 0.025941536461522037 -0.011450445869063774 0.037248919547918376 0.0078390575727740244 -1.9036505472333737e-05 0.013216483130670377 0.0065274154923432789 -0.00091652331398571864 -0.017559291004879827 -0.005346819942418481 0.017687871414309254 -0.01308910601898128 0.0054630666678341976 -0.029152329632293042 -0.0070166868905244999 0.026878329877635537 -0.007091341268484045 0.024486131739878163 -0.00047327367984891747 leaf_weight=6.9047404751181611 33.674749456346035 398.95818568766117 17.789278790354729 52.111546218395233 16.976325944066048 65.330251783132553 31.42780564725399 17.651470586657524 11.407956272363663 46.194690391421318 400.21074697375298 15.011742100119589 15.404135718941687 11.457211762666704 18.78786712884903 313360.22335982067 20.743277110159397 158.5497000515461 8126.5137055441737 14.000633895397185 590.17695613205433 34.294549763202667 17.26360596716404 352.41714925318956 20.708986446261406 14.43673115968704 51.678714886307716 13.771422281861303 26.442945316433907 770.35673493146896 leaf_count=69 239 1708 105 221 86 274 129 80 75 191 1679 61 71 54 96 1361879 101 722 35227 90 2545 146 79 1536 92 64 215 57 110 3256 internal_value=-3.08322e-05 0.00133995 -0.0176962 0.00197072 0.00724968 0.00431333 0.00194806 -0.00294783 -0.00194816 0.000901575 0.00260097 0.00892671 0.00173259 0.00220435 0.0189799 -3.56003e-05 -0.000542231 -0.000640669 -0.00037952 0.00952225 -0.00471652 0.00205604 0.00738258 0.00271909 0.00594047 0.00767686 0.0194771 0.00125904 0.0136724 0.000721634 internal_weight=324731 1125.62 36.102 1089.52 183.497 131.386 114.41 82.9817 18.3127 906.025 507.066 61.2064 445.86 430.456 30.2451 323605 10245 10145.8 9534.88 99.2335 610.92 65.5588 51.5582 1408.36 439.242 418.533 66.1154 969.121 40.2144 928.906 internal_count=1411257 4899 249 4650 790 569 483 354 144 3860 2152 252 1900 1829 150 1406358 44479 43925 41279 554 2646 315 225 6052 1907 1815 279 4145 167 3978 is_linear=0 shrinkage=0.03 Tree=480 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 1 2 0 0 0 3 2 0 1 1 1 1 0 3 0 0 1 0 3 0 1 1 0 1 split_gain=3.14547 2.66762 14.6366 17.1842 40.2797 23.9451 19.2051 18.7703 40.9838 20.4962 18.6539 16.4752 18.1922 30.2082 19.6489 16.952 24.4989 32.2026 18.5336 16.519 14.1941 48.2536 58.6336 20.774 18.836 35.763 20.6817 19.1863 24.9597 18.6314 threshold=-57.499999999999993 50.500000000000007 3754.1591796875005 4784.4965820312509 79.500000000000014 62.500000000000007 -21.499999999999996 3985.294067382813 65.500000000000014 69.500000000000014 64.500000000000014 12.393000125885012 3645.8532714843755 51.500000000000007 2.5000000000000004 32.500000000000007 5.5000000000000009 1.5000000000000002 54.500000000000007 4.1315000057220468 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 2.9229999780654912 75.500000000000014 1.0000000180025095e-35 -1.4999999999999998 63.500000000000007 -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 -2 11 4 5 -4 -5 8 -7 -10 -9 12 -3 14 -14 16 17 20 -19 -20 -15 22 -22 -24 27 29 -27 28 -23 -26 right_child=1 2 3 6 -6 7 -8 10 9 -11 -12 -13 13 15 -16 -17 -18 18 19 -21 21 24 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.0093008732644550684 -3.1792198475004725e-05 7.3865473110809235e-05 0.0073239231963208602 0.023211564633095622 -0.008321035404213098 -0.010132164226960984 0.00039849995498308227 0.009794420809283411 0.014466688472441511 -0.0044822039424340133 0.0018450360691802704 0.0063959540410268535 0.0022458546938946724 -0.0048594261843175716 -0.01247256345961683 0.032755177232888483 -0.011041547829628096 0.0088322609350860951 -0.00089341821328101198 0.021004354024158362 0.012495114269100414 -0.0052683747137465741 -0.0098780077895203131 0.004200827939759919 0.039324745542257532 -0.0077901304508866207 0.0049883062563710317 -0.0036133155900409534 -0.020763515568682171 0.0078696426515003984 leaf_weight=32.861087049590424 241249.91518554231 43312.429188199341 1039.4353668689728 33.252311840653419 278.89255455136299 309.71101385354996 27194.094815693796 325.9100976139307 129.15183740854263 85.309011295437813 1437.3761267066002 344.95732937753201 2095.3260317742825 2178.5761014819145 84.940630957484245 12.336613476276396 285.82149033620954 317.83159078657627 675.37275093793869 32.496541708707809 415.51064160466194 257.01161852478981 217.28672157227993 166.68362322449684 29.781046792864799 240.37004156410694 216.81036648154259 1644.56618193537 147.11462473869324 39.327961921691895 leaf_count=817 1055019 182306 4329 315 1195 1261 113693 1332 524 345 5846 1559 9406 11468 523 53 1648 1888 3114 157 1755 1080 1196 761 124 980 1001 7125 601 165 internal_value=1.97422e-05 1.88032e-05 0.000164901 0.000684097 0.00263026 0.00354831 0.000426361 0.00183264 -0.00315167 0.00692913 0.00331433 -0.000138781 -0.000181825 -0.00140457 0.00167244 -0.00238011 -0.00244325 -0.00206969 0.00281403 0.000111855 -0.00297176 -0.00175307 0.00468517 -0.00376631 -0.00375201 0.00131037 -0.00173016 -0.00505248 -0.0109091 0.0214245 internal_weight=324830 324798 83547.7 30833.1 3605.79 3326.89 27227.3 2287.46 524.172 214.461 1763.29 52714.6 52369.6 9057.16 2180.27 6876.9 6864.56 6578.74 1025.7 707.869 5553.04 3374.46 799.481 383.97 2574.98 526.289 457.18 2048.69 404.126 69.109 internal_count=1411586 1410769 355750 128840 14832 13637 114008 9308 2130 869 7178 226910 225351 43045 9929 33116 33063 31415 5159 3271 26256 14788 3712 1957 11076 2270 1981 8806 1681 289 is_linear=0 shrinkage=0.03 Tree=481 num_leaves=31 num_cat=0 split_feature=1 2 3 0 0 1 0 2 2 3 2 1 1 0 0 0 0 3 3 2 1 1 1 1 3 0 2 1 3 1 split_gain=2.98301 2.59044 8.28333 10.245 10.4416 10.0641 13.9201 7.59495 7.47628 7.32971 7.0149 6.44108 6.82833 10.3781 8.14072 7.00752 6.43887 13.0668 22.6762 9.03232 18.3981 11.8079 13.4399 8.51998 6.2683 9.90872 15.6775 6.08767 9.0163 5.36566 threshold=-57.499999999999993 152.24964904785159 2.279500007629395 49.500000000000007 65.500000000000014 1.0000000180025095e-35 68.500000000000014 87.134357452392592 161.9395446777344 1.1054999828338625 149.63704681396487 8.5000000000000018 1.0000000180025095e-35 13.500000000000002 72.500000000000014 77.500000000000014 28.500000000000004 1.469500005245209 1.1980000138282778 157.11404418945315 1.0000000180025095e-35 -2.4999999999999996 1.0000000180025095e-35 -3.4999999999999996 1.3535000085830691 43.500000000000007 157.11404418945315 -3.4999999999999996 1.1510000228881838 -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 3 -2 10 6 -6 -7 9 -3 -5 12 13 -4 -15 -14 -11 18 19 21 27 23 -23 -18 25 -20 -27 28 29 -21 right_child=1 8 11 4 5 7 -8 -9 -10 16 -12 -13 15 14 -16 -17 17 -19 24 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0090919402448968612 0.0018779169576917968 -0.010592358641387245 0.022874239318144418 -0.0011301212758092756 0.015109728576465392 0.014305647367599757 -0.0094944042776113832 -0.0031590390819866043 1.6276850073266781e-05 -0.0076640550833049154 0.0027553302977078023 0.020150599622190714 -0.0043828808876538597 -0.0023215048512925211 0.013061510361300259 -0.021893360844659954 -0.00072605259522644358 0.0084563320726924827 -0.045396068769354821 -0.017792587897463213 0.0014453580080416013 0.0067872383206348443 -0.001175499224723945 -0.02017824564848366 0.0013397874526816275 -0.024450198998966503 0.01503238793981641 -0.0079712257960365893 0.016018881100615941 0.004574646051015238 leaf_weight=32.611580595141277 4055.0988563373685 80.741042278707027 17.456849053502083 3412.434027723968 119.56630189716816 27.112628892064095 25.026928290724754 129.21016989648342 313477.03875412978 137.77568699419498 476.60594409704208 11.265324428677557 407.7837940454483 317.89778484404087 34.302394405007362 21.661513529717922 45.122285768389702 124.45392249524593 12.424088954925535 20.235916331410408 469.57540893554688 356.07215678691864 410.94091656804085 36.785724818706512 13.235877521336077 40.24784480035305 11.677309215068815 454.30284151434898 24.903727114200592 18.456065163016319 leaf_count=817 17479 367 165 14752 508 110 104 566 1361615 608 2042 57 1912 1361 168 139 203 533 54 98 2168 1426 1896 149 57 176 49 1820 110 77 internal_value=1.91493e-05 1.82383e-05 0.000518519 0.000802974 -0.000237371 0.00514656 0.0108511 -0.000129964 3.88998e-06 -0.00171657 -0.000653955 -0.00237566 -0.00269322 0.00029582 -0.000823282 -0.00526612 -0.00138727 -0.000963024 -0.0015755 -0.000904316 -0.0028551 0.00136485 0.00252106 -0.00946223 -0.0174621 -0.0213295 -0.0155711 -0.0067543 0.00193898 -0.00712342 internal_weight=324822 324789 9055.42 8245.05 4189.96 300.916 144.593 156.323 315734 2256.95 3889.04 810.368 799.102 369.657 352.2 429.445 2176.21 2038.43 1913.98 1836.4 987.474 848.921 767.013 81.908 77.5851 64.3492 51.9252 517.899 63.5957 38.692 internal_count=1411586 1410769 39363 35561 18082 1288 612 676 1371406 9791 16794 3802 3745 1694 1529 2051 9424 8816 8283 7947 4273 3674 3322 352 336 279 225 2105 285 175 is_linear=0 shrinkage=0.03 Tree=482 num_leaves=31 num_cat=0 split_feature=1 2 1 0 2 0 2 2 0 0 1 2 0 0 0 3 2 0 1 1 1 1 0 3 0 0 0 2 2 1 split_gain=2.82848 2.54367 3.38702 3.36602 3.07951 2.53155 13.7436 16.1735 38.088 23.2984 18.3994 17.6358 37.2948 20.5932 18.0107 15.494 17.1567 28.4438 18.5924 15.8951 23.2543 30.3138 17.3207 15.5507 14.0735 13.9846 15.8706 55.3537 36.2379 23.3074 threshold=-57.499999999999993 72077.554687500015 -69.499999999999986 8.5000000000000018 29989.942382812504 50.500000000000007 3754.1591796875005 4784.4965820312509 81.500000000000014 62.500000000000007 -21.499999999999996 3985.294067382813 65.500000000000014 69.500000000000014 64.500000000000014 12.393000125885012 3645.8532714843755 51.500000000000007 2.5000000000000004 32.500000000000007 5.5000000000000009 1.5000000000000002 54.500000000000007 7.0125000476837167 60.500000000000007 66.500000000000014 62.500000000000007 303.00918579101568 716.21582031250011 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 4 -4 -1 -2 15 8 9 24 -9 12 -11 -14 -13 16 25 18 -18 20 21 -19 -23 -24 -8 26 -7 -28 29 -29 right_child=5 -3 3 -5 -6 6 7 10 -10 11 -12 14 13 -15 -16 -17 17 19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.019281821677114574 -3.1595056578558914e-05 0.02394815083965552 -0.005636750638751754 0.02625411160778162 0.012512600596439256 0.00014291158630830384 0.0047775529055117637 0.022905030843433639 -0.0090733429370076051 -0.0098219472758754797 0.00038607218957277534 0.0095084743606163799 0.014046475021170421 -0.0044163639211553182 0.0017106738627638873 0.0062021780223149052 0.0021787429566098139 -0.0028856913743711228 -0.012189026126077194 0.031643598850474769 -0.010774875093623463 0.0085234838191120387 -0.00047941373257510939 0.033770567959430974 0.012341958009996911 -0.00079141084477138228 -0.0021940932196191001 0.0078883768349862823 0.0020776872372648934 0.023266203418033524 leaf_weight=7.3818659102544206 241249.2817045761 7.6929260026663533 4.652272996492683 8.2803245037794095 4.3616967685520649 27005.052061215043 719.68511153757572 32.694196805357933 236.99018463492393 309.9202936142683 27193.018338775262 325.62738959491253 129.02254270017147 93.971860513091087 1470.118223503232 345.03448957204819 2094.6140150427818 5548.0309869274497 84.321890965104103 12.385905161499975 284.14721256867051 319.42221333086491 695.79801372438669 12.139047563076018 319.68411168456078 12143.576480597258 1623.2432650029659 872.86544834077358 1567.9418416768312 98.73890121281147 leaf_count=84 1055019 521 61 95 56 113061 3030 315 1027 1261 113693 1332 524 380 5979 1559 9406 26256 523 53 1648 1888 3213 58 1299 51754 6994 3600 6441 456 internal_value=1.85748e-05 0.00888627 0.00419065 0.0147819 -0.007473 1.7691e-05 0.000160024 0.000663146 0.00255143 0.0033694 0.000413114 0.00170243 -0.00309003 0.00626607 0.00312467 -0.000134273 -0.000176026 -0.00136394 0.00162273 -0.00231095 -0.00237226 -0.00200915 0.00272442 0.000107873 0.00710418 7.22141e-05 0.000408699 0.00213292 0.0048987 0.00945114 internal_weight=324820 32.3691 24.6762 12.9326 11.7436 324787 83538 30830.7 3605.02 3368.03 27225.7 2328.66 532.915 222.994 1795.75 52707.3 52362.3 9050.86 2178.94 6871.92 6859.54 6575.39 1027.36 707.937 1039.37 43311.4 31167.8 4162.79 2539.55 971.604 internal_count=1411586 817 296 156 140 1410769 355750 128840 14832 13805 114008 9476 2165 904 7311 226910 225351 43045 9929 33116 33063 31415 5159 3271 4329 182306 130552 17491 10497 4056 is_linear=0 shrinkage=0.03 Tree=483 num_leaves=31 num_cat=0 split_feature=1 2 2 2 3 0 0 1 2 3 2 2 1 0 0 3 3 2 1 1 1 1 1 1 0 0 0 1 3 1 split_gain=2.68483 2.54985 7.7123 2.46596 7.77509 9.62247 9.96092 9.85917 7.0355 6.91635 6.58185 6.57719 7.92232 13.478 6.06377 12.3206 24.7017 8.49515 17.307 11.1026 12.6498 7.99111 6.03013 6.44262 9.92588 7.70544 6.71121 5.72857 8.50692 5.00815 threshold=-57.499999999999993 6496.4731445312509 12538.349609375002 152.24964904785159 2.279500007629395 49.500000000000007 65.500000000000014 3.5000000000000004 161.9395446777344 1.1054999828338625 149.63704681396487 65.889682769775405 1.0000000180025095e-35 68.500000000000014 28.500000000000004 1.4100000262260439 1.1980000138282778 157.11404418945315 1.0000000180025095e-35 -2.4999999999999996 1.0000000180025095e-35 -3.4999999999999996 8.5000000000000018 1.0000000180025095e-35 13.500000000000002 72.500000000000014 77.500000000000014 -3.4999999999999996 1.1510000228881838 -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 -1 -3 4 5 -2 10 11 9 -5 -7 -8 13 -13 -11 16 17 19 27 21 -21 -16 23 24 -6 -26 -25 28 29 -19 right_child=3 2 -4 8 22 6 7 -9 -10 14 -12 12 -14 -15 15 -17 -18 18 -20 20 -22 -23 -24 26 25 -27 -28 -29 -30 -31 leaf_value=0.034313014250197352 0.0018224331698976745 -0.041183362770277308 0.010990307777748811 -0.010296943343415558 0.022569484035722745 -0.0010955863352596299 0.019738590127982951 -0.017397678127061337 1.5175165775137083e-05 -0.0074408512087938338 0.0026675132483752256 0.014245015150951451 -0.00074804765399038436 -0.010942133023788672 -0.00070554798739213751 0.0079511447224377071 -0.018982086797200971 -0.017137436864499103 0.0013998232717884766 0.006583560240856697 -0.0011425288482705075 -0.019532469929233437 0.01941974389409588 -0.0042519452422589898 -0.0022458340586988352 0.012749184702371869 -0.021495108900567682 -0.0077322931596976886 0.015608166262090188 0.0044408189278643461 leaf_weight=3.1524663940072051 4055.305302284658 2.8254390191286829 26.147653127321973 80.576289124786854 17.166933637112379 3412.06979380548 29.587770640850067 16.654915019869804 313470.25266318698 137.63593199849129 476.76034485548735 109.70432105660439 121.34466975927353 23.157258123159409 45.131372481584549 131.38031668961048 70.433278128504753 20.378911003470421 469.80074495822191 356.02174699306488 410.79086638242006 36.863929703831673 11.342204511165617 407.15183583647013 318.03439485281706 34.154454559087753 21.381470322608948 454.34112246334553 24.791900813579559 18.439067706465721 leaf_count=30 17479 36 751 367 165 14752 128 81 1361615 608 2042 462 522 95 203 562 307 98 2168 1426 1896 149 57 1912 1361 168 139 1820 110 77 internal_value=1.80159e-05 0.00869029 0.00590236 1.71581e-05 0.000505315 0.000780744 -0.000227631 0.00503527 3.15969e-06 -0.00166595 -0.00063424 0.00635179 0.00479366 0.00985499 -0.00134635 -0.000934836 -0.00154703 -0.00087838 -0.00276979 0.00132264 0.0024446 -0.00916987 -0.00230081 -0.00260957 0.000294128 -0.000791652 -0.00511228 -0.00655178 0.00188019 -0.00688747 internal_weight=324813 32.1256 28.9731 324781 9053.82 8244.58 4189.28 300.449 315727 2256.59 3888.83 283.794 254.206 132.862 2176.01 2038.37 1906.99 1836.56 987.752 848.808 766.813 81.9953 809.231 797.889 369.356 352.189 428.533 517.951 63.6099 38.818 internal_count=1411586 817 787 1410769 39363 35561 18082 1288 1371406 9791 16794 1207 1079 557 9424 8816 8254 7947 4273 3674 3322 352 3802 3745 1694 1529 2051 2105 285 175 is_linear=0 shrinkage=0.03 Tree=484 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 2 0 0 1 2 0 0 0 3 2 0 2 0 0 2 0 0 2 0 2 2 0 0 1 0 split_gain=2.54653 2.49007 7.11222 2.40125 12.907 15.2237 35.8662 21.9267 17.6252 16.5962 35.078 19.3995 16.9697 14.5718 16.3374 21.7278 20.9561 35.4197 23.1958 22.4845 20.6711 20.3876 22.5402 30.1803 17.2587 16.3608 24.4253 35.7687 29.0244 25.269 threshold=-57.499999999999993 6496.4731445312509 12538.349609375002 50.500000000000007 3754.1591796875005 4784.4965820312509 81.500000000000014 62.500000000000007 -21.499999999999996 3985.294067382813 65.500000000000014 69.500000000000014 64.500000000000014 12.393000125885012 1117.6546630859377 51.500000000000007 1383.2932128906252 60.500000000000007 63.500000000000007 3645.8532714843755 87.500000000000014 79.500000000000014 931.96960449218761 53.500000000000007 1019.5778808593751 3141.066528320313 59.500000000000007 63.500000000000007 1.0000000180025095e-35 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 -2 13 6 7 -6 -7 10 -9 -12 -11 14 20 -16 17 -17 -19 25 21 22 -5 24 -24 -18 -27 28 -28 -29 right_child=3 2 -4 4 5 8 -8 9 -10 12 11 -13 -14 -15 15 16 19 18 -20 -21 -22 -23 23 -25 -26 26 27 29 -30 -31 leaf_value=0.034169171554936949 -3.1355774820779484e-05 -0.038619503502978922 0.010760159832714493 0.00036131699126087962 0.0068921282501510153 0.022600004690922743 -0.0088132470471174573 -0.0095218628322393094 0.00037404937096621944 0.0092310690345834782 0.013639427758683827 -0.0042842785113791082 0.0016591282957430817 0.0060144150539347997 0.0015010809890518039 -0.012643197489200269 -0.00066497634724094787 0.012993042803907964 -0.0032127248133490792 -0.0022430903623155609 0.0086923296591825336 -0.0024362911677152754 0.0023250161588760508 0.0080473321768595105 -0.022979125394006036 0.0056206130256236525 0.0028846813934446771 0.010747876286980524 -0.0072808293088648781 -0.00020825532749161476 leaf_weight=3.0719809122383621 241248.64408095228 2.9210990956053164 25.909370210254565 23310.725660175085 1039.1447382420301 32.149046197533607 236.68167223036289 310.10877871513367 27191.974984799512 325.33889979124069 128.88462455570698 93.972933709621429 1469.9176601469517 345.10467424243689 3464.5381107926369 369.10493114590645 11347.697190791368 89.094476640224457 737.37177290022373 6869.1189877316356 264.71762005984783 2292.2231435254216 50.227760389447212 641.04010465741158 46.919648244976997 1011.9363879561424 394.16100652515888 350.18692910671234 704.75264735519886 412.78613428771496 leaf_count=30 1055019 36 751 99108 4329 315 1027 1261 113693 1332 524 380 5979 1559 15274 1558 46746 373 3163 33116 1169 9968 215 2678 202 4144 1642 1431 2841 1723 internal_value=1.7476e-05 0.00849291 0.00575702 1.66435e-05 0.000155274 0.00064286 0.00247513 0.00326855 0.000400296 0.00165126 -0.00299739 0.00608149 0.00303133 -0.000129943 -0.000170443 -0.000709111 -0.0010527 -0.0049165 -0.00146572 -0.000833671 0.000350912 0.000267084 0.000524757 0.00568591 -0.00989622 -0.000152909 0.00186906 -0.00016991 -0.00363464 0.00482035 internal_weight=324810 31.9025 28.8305 324779 83529.9 30828.2 3604.05 3367.37 27224.1 2328.22 532.966 222.858 1795.26 52701.7 52356.6 25750.7 22286.2 1195.57 826.466 21090.6 26605.9 26341.1 24048.9 738.188 97.1474 14221.5 2873.82 1861.89 1098.91 762.973 internal_count=1411586 817 787 1410769 355750 128840 14832 13805 114008 9476 2165 904 7311 226910 225351 112011 96737 5094 3536 91643 113340 112171 102203 3095 417 58527 11781 7637 4483 3154 is_linear=0 shrinkage=0.03 Tree=485 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 1 0 2 2 2 2 0 1 0 1 0 2 2 2 0 2 2 2 2 1 2 2 1 1 2 split_gain=2.82435 10.6776 16.3628 10.3563 18.6817 12.6106 9.57376 12.784 32.2888 17.3098 76.0067 46.6953 20.5641 17.8021 15.9799 14.3138 65.5758 64.6016 45.6165 44.9305 37.8069 38.72 26.8115 38.325 22.2596 21.9101 21.6685 36.8613 37.7601 21.4112 threshold=50.500000000000007 -4.4999999999999991 24552.913085937504 164.66607666015628 857.34472656250011 -13.499999999999998 57.500000000000007 11465.855468750002 19191.198242187504 3252.167602539063 2911.024291992188 52.500000000000007 -1.4999999999999998 56.500000000000007 1.0000000180025095e-35 53.500000000000007 2363.3640136718755 2583.655151367188 2668.121704101563 55.500000000000007 184.69928741455081 269.47608947753912 857.34472656250011 1049.1593017578127 1.0000000180025095e-35 2760.058227539063 2022.2656250000002 5.5000000000000009 1.0000000180025095e-35 207.81653594970706 decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 7 9 -9 10 15 14 13 -13 -12 17 20 -3 -18 25 -17 29 -23 -24 -21 -20 -25 28 -28 -22 right_child=1 6 -4 4 -6 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 18 -19 19 24 21 22 23 26 -26 -27 27 -29 -30 -31 leaf_value=-6.2710163441361805e-05 0.011195265536229453 0.00075563844345784693 0.004724364719765145 0.0021112310780536029 -0.0034744979738332415 -0.012061512605725456 -4.5401606028305251e-05 0.0055518040799457432 -0.00094646028940417422 -0.00058786239253601712 0.00045531944104833857 0.032005751281422891 0.0088916378496251679 0.0085662676759538942 -0.030428836598393145 -0.0016620293477944425 -0.0097655091531889705 0.012453614317359208 -0.0023635238073378695 0.0017631702098815686 0.00092504020893354019 -0.0027561064593910585 0.017166405706321216 -0.0026086814443041775 -0.011211803354864104 0.0097873511338217676 -0.0025907696682789094 -0.011548083215783779 0.012662928168239699 0.0096708506298583703 leaf_weight=241165.17961021222 24.037434801459312 7539.6047068536282 331.02282194048166 762.35635216534138 1838.4237106144428 165.16219165921211 50498.866571026854 1501.0320047587156 1270.7978998869658 9631.0712581276894 27.40569806098938 69.549558207392693 841.74231858551502 50.218693360686302 33.520157307386398 2585.2733000665903 964.44379287958145 450.25073784589767 217.58189617097378 176.20752762258053 345.51902735233307 1057.3268087953329 164.00158651173115 573.59763982892036 366.53664244711399 345.85602670907974 216.68740759789944 103.59561863541603 448.09740653634071 930.11556585133076 leaf_count=1055358 131 31440 1729 3496 8504 743 212316 6196 5258 44606 111 317 3408 219 144 11064 3915 1853 883 724 1468 4382 680 2371 1481 1404 891 428 1793 3816 internal_value=-1.06379e-05 0.000139703 -0.00158193 -0.00233016 -0.00183718 -0.00910679 0.000206527 0.000631874 0.00257255 0.000433658 0.000995619 0.00893272 0.0105466 0.0221776 -0.0165365 0.000503333 -0.000354 0.00141485 -0.00499674 -0.000839011 0.00114243 0.00303105 0.000905622 0.00347647 -0.00699934 0.00509507 0.00180344 0.00509709 0.00769097 0.00730196 internal_weight=324695 83529.9 3121 2789.98 2600.78 189.2 80408.9 29910 2771.83 27138.2 17507.1 1022.44 961.511 119.768 60.9259 16484.7 8494.84 7989.86 2070.63 1106.18 6424.21 3838.94 2563.31 1505.98 542.744 563.438 1341.98 768.38 664.785 1275.63 internal_count=1411129 355771 14603 12874 12000 874 341168 128852 11454 117398 72792 4199 3944 536 255 68593 35300 33293 8407 4492 26893 15829 10545 6163 2205 2287 5483 3112 2684 5284 is_linear=0 shrinkage=0.03 Tree=486 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 2 2 2 0 1 0 1 1 0 2 2 2 0 2 2 2 2 1 2 2 1 1 2 1 0 split_gain=2.65771 10.1228 11.9716 8.93239 13.4417 31.097 17.0592 69.2212 45.1783 20.6733 16.9639 15.6658 14.2698 13.2745 58.4213 56.8255 41.4404 43.7931 35.9557 32.3424 25.9316 37.186 20.7296 20.4332 20.3757 35.6367 33.1844 18.9157 17.2578 18.0114 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 57.500000000000007 11465.855468750002 19191.198242187504 3252.167602539063 2911.024291992188 52.500000000000007 -1.4999999999999998 56.500000000000007 -2.4999999999999996 1.0000000180025095e-35 53.500000000000007 2363.3640136718755 2583.655151367188 2668.121704101563 55.500000000000007 184.69928741455081 269.47608947753912 857.34472656250011 1049.1593017578127 1.0000000180025095e-35 2760.058227539063 2022.2656250000002 5.5000000000000009 1.0000000180025095e-35 207.81653594970706 1.5000000000000002 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 2 -2 4 6 -6 7 13 12 10 -10 -12 -9 15 18 -3 28 23 -15 27 -21 -22 -19 -18 -23 26 -26 -20 -16 -30 right_child=1 3 -4 -5 5 -7 -8 8 9 -11 11 -13 -14 14 16 -17 17 22 19 20 21 24 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-6.0828730324892726e-05 -0.0019526386110352615 0.00077198840374924198 0.0024244780230865837 -3.2493427084236238e-05 0.0055807209036489646 -0.00085766416752336959 -0.00059527144744897238 -0.00035049161679688698 0.032407615966584202 0.0086285125319908885 -0.019891484916723295 0.019742486316984255 -0.0297159978565395 -0.0016449484218317356 -0.012277811373494355 0.011814664741425521 -0.0021015177018748536 0.0017937123277713509 0.00086675655568025593 -0.0026217964144882593 0.01719240215969552 -0.0024047426995907348 -0.01088526544642524 0.0096919329513460682 -0.0023880626254599011 -0.011223419626092362 0.012282721184513202 0.0091651850412640262 0.0012424164349623364 -0.013411825123427852 leaf_weight=241165.63831519405 3653.6745183542371 7382.9852603748441 664.67280644923449 49752.082948646508 1476.047300979495 1244.3310808688402 9538.4767479449511 26.944567859172821 64.080813705921173 841.39412677288055 12.71291972696781 30.53065325319767 33.297906577587128 2548.1757151484489 617.30721345543861 444.66863930225372 215.33961318433285 169.89707168936729 339.2923277169466 1039.0013433843851 160.59105180203915 564.84631341695786 366.21108560264111 342.54626034200191 201.00529900193214 103.39763362705708 448.10878109931946 910.93845711648464 218.81834246218204 115.23934154212475 leaf_count=1055358 16757 30767 3014 209082 6090 5139 44209 109 295 3408 56 132 144 10913 2498 1830 873 697 1442 4307 665 2334 1481 1390 823 428 1793 3734 886 475 internal_value=-1.03168e-05 0.000135526 -0.00127892 0.00021264 0.000626675 0.00263573 0.000422253 0.000986621 0.00861048 0.0102101 0.0226098 0.00809073 -0.0165817 0.000511455 -0.000319778 0.00139929 -0.00472633 -0.000744212 0.00110738 0.00296909 0.00100999 0.00356314 -0.00686719 0.00513975 0.00190168 0.00513415 0.00773975 0.00691313 -0.00930546 -0.00381283 internal_weight=324692 83526.6 4318.35 79208.3 29456.2 2720.38 26735.8 17197.3 1008.96 948.719 107.324 43.2436 60.2425 16188.4 8360.72 7827.65 2045.36 1093.99 6315.36 3767.18 2516.95 1477.95 536.108 557.886 1317.36 752.512 649.114 1250.23 951.365 334.058 internal_count=1411129 355771 19771 336000 126918 11229 115689 71480 4144 3891 483 188 253 67336 34739 32597 8300 4441 26439 15526 10350 6043 2178 2263 5378 3044 2616 5176 3859 1361 is_linear=0 shrinkage=0.03 Tree=487 num_leaves=31 num_cat=0 split_feature=1 1 2 2 0 1 0 1 0 0 2 2 2 2 0 1 0 1 1 2 1 0 0 2 2 2 0 2 2 2 split_gain=2.50696 4.96475 12.4793 2.80873 4.83635 2.68801 2.54558 9.54642 11.2612 8.33078 12.6548 29.2932 16.0539 65.2463 42.6019 19.8166 16.3589 14.7706 13.5763 12.8373 15.5164 13.2544 12.4908 54.981 53.5592 38.9772 41.2286 33.8316 30.4185 24.4008 threshold=80.000000000000014 75.500000000000014 12255.386718750002 29989.942382812504 95.500000000000014 73.500000000000014 50.500000000000007 -3.4999999999999996 74.500000000000014 57.500000000000007 11465.855468750002 19191.198242187504 3252.167602539063 2911.024291992188 52.500000000000007 -1.4999999999999998 56.500000000000007 -2.4999999999999996 1.0000000180025095e-35 3141.066528320313 1.0000000180025095e-35 56.500000000000007 53.500000000000007 2363.3640136718755 2583.655151367188 2668.121704101563 55.500000000000007 184.69928741455081 269.47608947753912 857.34472656250011 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 -1 8 -8 10 12 -12 13 22 18 16 -16 -18 -15 21 -21 -17 24 27 -9 -25 -27 -24 -29 -30 right_child=3 2 -4 4 -6 -7 7 9 -10 -11 11 -13 -14 14 15 19 17 -19 -20 20 -22 -23 23 25 -26 26 -28 28 29 -31 leaf_value=-5.9003776137903971e-05 -0.020075117846209811 -0.0097925507511528488 0.03187580903929052 0.0068514717786782612 -0.02428059601767607 -0.012033250163773657 -0.0018928417048336605 0.00074879514593444152 0.0023535909299533921 -2.8812122742290962e-05 0.0054180911827156368 -0.00083184429767008551 -0.00057744992472889194 -0.00033996737742402025 0.031817980200268811 0.0096311644893778241 -0.019179839179658192 0.019256149660733187 -0.029027055832825624 0.0038337034807485212 0.022432797334953725 0.00080435554921210557 -0.0015960032773063191 -0.0090260443469047102 0.011476449593031464 0.0049869437217343352 -0.0066660275915962647 0.0067043642436612665 -0.0025437059958127763 0.0034563336131371797 leaf_weight=241166.08295656997 11.684016220271586 11.790210634469988 14.332168407738207 15.966464333236219 6.2486145636066786 16.73488512635231 3655.9893601536751 7383.3120274394751 664.15909276157618 49675.296903792769 1474.7616554200649 1244.4635295718908 9537.8721603453159 26.945393338799477 63.321822449564934 428.90345963835716 12.787908077239988 30.365221261978149 33.06905335187912 63.650872945785522 110.36737145483494 238.10391107201576 2547.5418185144663 951.39158898591995 444.04947420954704 557.73594556748867 535.72607474029064 1250.4813188463449 1038.7746505439281 1477.8900048583746 leaf_count=1055358 70 52 81 88 192 73 16757 30767 3014 208526 6090 5139 44209 109 295 1738 56 132 144 264 444 962 10913 3859 1830 2263 2178 5176 4307 6043 internal_value=-1.00058e-05 -9.15395e-06 0.013069 -0.0081679 -0.0019053 -1.02063e-05 -9.58649e-06 0.000133232 -0.00124002 0.000208208 0.000607986 0.00255778 0.000409651 0.000957204 0.00836453 0.00991709 0.0221105 0.00786611 -0.0161471 0.00837338 0.0156298 0.00648023 0.000496152 -0.000310248 0.00135738 -0.00458569 -0.000722263 0.00107425 0.00288001 0.000979766 internal_weight=324690 324656 26.1224 33.8991 22.2151 324630 324613 83447 4320.15 79126.8 29451.5 2719.23 26732.3 17194.4 1007.52 947.501 106.475 43.1531 60.0144 841.026 174.018 667.007 16186.9 8359.54 7827.36 2044.85 1093.46 6314.69 3767.15 2516.66 internal_count=1411129 1410779 133 350 280 1410646 1410573 355215 19771 335444 126918 11229 115689 71480 4144 3891 483 188 253 3408 708 2700 67336 34739 32597 8300 4441 26439 15526 10350 is_linear=0 shrinkage=0.03 Tree=488 num_leaves=31 num_cat=0 split_feature=1 1 2 2 0 1 1 0 2 3 1 0 0 0 0 2 1 1 2 0 1 0 1 0 0 2 2 2 2 0 split_gain=2.37576 4.70885 11.8914 2.68715 4.65972 2.53083 2.40118 10.3193 12.3672 12.3644 6.65739 5.14182 3.61586 7.32687 6.57027 4.21978 3.93663 11.9801 3.09995 3.8576 2.90424 2.66753 2.58091 8.89669 12.1586 11.9021 15.9266 8.40355 7.60411 10.4675 threshold=80.000000000000014 75.500000000000014 12255.386718750002 42648.800781250007 95.500000000000014 73.500000000000014 29.500000000000004 86.500000000000014 14538.825683593752 1.1980000138282778 42.500000000000007 78.500000000000014 70.500000000000014 69.500000000000014 73.500000000000014 5922.5739746093759 45.500000000000007 59.500000000000007 7113.1401367187509 79.500000000000014 59.500000000000007 78.500000000000014 39.500000000000007 56.500000000000007 61.500000000000007 9759.5722656250018 7434.1564941406259 12255.386718750002 2534.145385742188 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 5 -3 -2 -5 6 -1 8 12 -10 -9 20 13 22 15 -14 18 -18 -16 -20 -11 -19 27 25 -25 26 -24 28 29 -8 right_child=3 2 -4 4 -6 -7 7 10 9 11 -12 -13 14 -15 16 -17 17 21 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.4359717789593609e-05 -0.018145188651185442 -0.0095239253562026081 0.031287557072029792 0.0084590154141899725 -0.023426355417308368 -0.011679885557290744 -0.01243238942547965 -0.015987642652407805 -0.014038611370623335 0.011023602618346588 0.0024222534300818014 0.026038053935068275 0.006290871239004724 -0.022237082925316013 -0.0034718031563557099 0.025130203053270159 -0.026230195041978106 0.014548188129483464 0.024751170026234892 0.0040806623145315385 -0.0008482247734778219 -0.0033687905600916918 0.0046442355938911195 -0.01150825633174922 0.0053095937767109773 0.018042458855365338 -0.026092017761607276 -0.021151239806314774 0.0022628316035690436 0.0070460400770688989 leaf_weight=323366.02112288796 13.804102741181849 11.759546667337419 14.166118487715719 14.031202338635923 5.8425932973623267 16.72411322593689 85.846310377120972 49.061557188630104 19.348665848374367 142.15814283490181 27.636867761611938 18.808941558003426 23.79208667576313 13.324408173561094 19.103626579046249 19.446417689323425 16.422256201505661 15.074911803007128 12.709030032157896 22.531081929802895 21.327940344810486 14.841473400592802 175.70979867875576 83.444242522120476 72.133106514811516 53.03505265712738 16.606774240732193 18.665305808186531 268.96145762503147 34.934621274471283 leaf_count=1405248 87 52 81 73 190 73 425 236 81 597 137 84 98 54 84 83 67 61 51 91 89 60 745 338 296 217 72 76 1135 148 internal_value=-9.70382e-06 -8.8773e-06 0.012776 -0.0079773 -0.000914798 -9.89834e-06 -9.29709e-06 0.00130571 0.00200556 0.0087636 -0.00935397 0.0111838 0.000595726 -0.00017174 0.00498261 0.0147638 0.000782033 -0.00564203 0.0062598 0.0115353 0.00947484 0.0056596 0.00019153 0.00190137 -0.0037107 0.00545999 0.00199012 -0.001487 -0.000545256 -0.00679846 internal_weight=324687 324654 25.9257 33.6779 19.8738 324628 324611 1244.92 1168.23 201.644 76.6984 182.295 966.582 822.661 143.921 43.2385 100.682 46.3386 54.3437 35.2401 163.486 29.9164 809.337 400.929 155.577 245.352 192.317 408.408 389.742 120.781 internal_count=1411129 1410779 133 350 263 1410646 1410573 5325 4952 851 373 770 4101 3506 595 181 414 188 226 142 686 121 3452 1668 634 1034 817 1784 1708 573 is_linear=0 shrinkage=0.03 Tree=489 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 2 0 0 1 3 2 0 1 1 1 0 0 0 0 1 1 0 0 2 2 2 2 2 1 2 split_gain=2.34913 9.11466 21.0552 45.1657 25.1259 17.9307 21.4289 23.0233 16.8433 14.0713 16.6168 21.966 18.2152 34.6008 20.6137 56.5998 30.6794 60.2047 33.3966 16.07 15.2047 15.1821 16.3675 44.3571 38.4302 27.6684 23.5727 21.8678 22.4669 21.1413 threshold=50.500000000000007 3754.1591796875005 4784.4965820312509 63.500000000000007 72.500000000000014 4143.0483398437509 66.500000000000014 69.500000000000014 -21.499999999999996 6.4175000190734872 3645.8532714843755 51.500000000000007 4.5000000000000009 1.5000000000000002 1.0000000180025095e-35 66.500000000000014 57.500000000000007 53.500000000000007 55.500000000000007 32.500000000000007 2.5000000000000004 66.500000000000014 62.500000000000007 303.00918579101568 716.21582031250011 1898.8924560546877 564.90808105468761 418.29415893554693 3.5000000000000004 2320.079467773438 decision_type=2 2 2 2 2 2 2 2 2 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 -5 -8 -4 10 21 20 13 14 16 -16 17 -13 -19 -14 -12 22 -2 -24 26 -26 27 28 -25 -27 right_child=1 2 8 4 -6 -7 7 -9 -10 -11 11 12 19 -15 15 -17 -18 18 -20 -21 -22 -23 23 24 25 29 -28 -29 -30 -31 leaf_value=-5.690009682968039e-05 0.00012232070991427361 0.0072243364263296951 0.022206045676529954 -0.0066230746842536664 -0.0062872516444537731 0.003836053244509691 0.012208110323074029 -0.0067957155236543915 0.00022803152443894769 0.0027949998394948936 0.0017543038071259876 -0.002849082825245867 -0.0098149059974108263 0.0035713836678245106 -0.006380050251136091 0.006309960120018011 -0.0048431930428944293 0.013791329497266145 -0.00071564375001714341 0.024873395234778477 -0.011548251189516036 -0.00089587133672063793 -0.0017433233966115704 0.0079253543772461032 -0.0029219157230156861 0.016296282530044892 0.023556126539838483 -0.0067002926634707393 0.027786386261098268 0.0032430362164377292 leaf_weight=241166.02549025952 27076.630404524505 1277.6155472844839 31.419213078916073 399.24988900125027 436.74159362912178 1223.0779724866152 145.53797408938408 94.715561583638191 27142.776010483503 1457.6777052693069 2076.250737503171 1034.0939197391272 361.02014461904764 910.05104787647724 2297.3284577429295 366.83535645902157 1092.9105597287416 421.2789134979248 216.07330057024956 12.433638229966162 80.321935370564461 11184.42894231528 1621.451472222805 744.11009828746319 669.84586529433727 130.29387879371643 93.988458678126335 85.134325265884399 55.052902668714523 781.25455537438393 leaf_count=1055358 113346 5298 315 1623 1837 4982 592 384 113535 6463 9332 4183 2052 4573 12790 1707 4429 1780 889 52 502 47547 6986 3072 2785 528 388 356 262 3183 internal_value=-9.41257e-06 0.000127709 0.000538248 0.00270193 0.00018906 0.00170764 -0.00236305 0.0047162 0.000253443 -0.000111534 -0.000194105 -0.00137514 -0.00222144 -0.00184209 -0.00274962 -0.00463273 -0.000934768 0.00162084 0.00887322 -0.00866001 0.00125885 5.268e-05 0.000392084 0.00213905 0.00459837 0.00170717 0.00927197 0.00775376 0.00929355 0.00510883 internal_weight=324686 83519.6 30751.1 3576.94 2299.32 1862.58 639.503 240.254 27174.2 52768.5 51310.8 8868.6 6712.03 6338.57 5428.52 2664.16 2764.36 1671.45 637.352 373.454 2156.57 42442.2 31257.8 4181.13 2559.68 1581.39 978.286 884.297 799.163 911.548 internal_count=1411129 355771 128566 14716 9418 7581 2599 976 113850 227205 220742 42289 32455 30351 25778 14497 11281 6852 2669 2104 9834 178453 130906 17560 10574 6496 4078 3690 3334 3711 is_linear=0 shrinkage=0.03 Tree=490 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 0 0 0 2 0 0 2 0 1 0 0 2 0 0 0 0 2 1 0 1 0 2 1 1 split_gain=3.61272 18.0009 60.1687 41.5567 47.9143 40.8055 34.0792 44.7797 40.9826 49.1879 38.7347 27.5347 32.7172 33.7774 22.3517 21.0359 19.9125 38.8279 51.8456 34.9928 19.6216 51.861 19.5869 19.0389 23.2721 24.4332 19.7496 28.6993 18.6727 17.129 threshold=16278.651855468752 13381.118652343752 8.545499801635744 35.500000000000007 43.500000000000007 14858.619628906252 31.500000000000004 18.500000000000004 12.500000000000002 15542.858398437502 22.500000000000004 13.500000000000002 14212.430175781252 14.500000000000002 -1.4999999999999998 13.500000000000002 14.500000000000002 11728.783203125002 3.5000000000000004 13.500000000000002 68.500000000000014 74.500000000000014 11977.758300781252 1.0000000180025095e-35 26.500000000000004 -8.4999999999999982 28.500000000000004 14538.825683593752 -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 16 3 6 5 -5 7 8 -3 11 -9 -10 13 -13 -14 -11 17 -1 -19 28 -6 -22 -21 24 25 -12 -25 -28 -20 -15 right_child=-2 2 -4 4 20 -7 -8 10 9 15 23 12 14 29 -16 -17 -18 18 19 22 21 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=-0.00046123512393189084 -0.00016508691276505459 0.00018673668060474599 -0.0052351641158405746 -0.00038128132857882612 0.0039298736472344453 -0.011359258804351647 0.010356763873731146 -0.01676199687952399 0.0006248268030761958 0.020602465539679739 -0.01795947567926412 -0.0021415132889965305 -0.0027383283682651679 -0.0078198308251742257 0.016036806630919425 -0.0064875782007688025 0.00011760046174137318 0.022659213159401285 0.0051560300953060259 -0.015765000678506339 -0.01587279618973669 0.003175105340561164 0.0021463933004575251 -0.011220518050344467 -0.0016438783811870998 0.015192683981104294 -0.014199238968047877 0.01294900316395795 -0.010418947342055578 0.014086828145912975 leaf_weight=22997.614458852448 70708.365593450144 1220.0547653287649 1110.9792313920334 716.60308781266212 1687.8918413296342 530.19181276112795 645.28347288072109 147.61256772279739 725.7329260520637 281.344626840204 22.510971188545227 386.07622646912932 65.239569336175919 36.704025782644749 455.56508511304855 28.402253419160843 219500.70953381807 57.998526886105537 74.447089143097401 62.187993124127388 180.20718921720982 449.59458041191101 471.95162658020854 213.95410244166851 301.53593969345093 179.92679573595524 55.452094435691833 95.23032933473587 997.78140589594841 257.40798535943031 leaf_count=109215 319061 5137 6360 2915 7014 2185 2628 599 3095 1320 93 1636 336 187 1924 122 933129 407 387 259 731 1839 1997 864 1226 735 224 385 4159 1068 internal_value=2.45684e-05 7.73737e-05 0.0013385 0.00217964 -0.000307335 -0.0050496 0.00391171 0.00298189 0.00460949 0.00702222 -0.00255416 0.00523836 0.00802621 0.00369347 0.0136849 0.0181184 2.67891e-05 -0.000781465 -0.00520629 -0.00621239 0.00224375 -0.00227513 6.10328e-05 -0.000139669 0.00363828 0.0115062 -0.00536127 0.00295828 -0.00933754 0.011353 internal_weight=324665 253956 9793.5 8682.52 3564.49 1246.79 5118.03 4472.75 3456.53 2236.47 1016.22 1926.73 1200.99 680.188 520.805 309.747 244163 24662 1664.37 1606.37 2317.69 629.802 534.14 868.61 503.974 202.438 364.637 150.682 1072.23 294.112 internal_count=1411237 1092176 42623 36263 14684 5100 21579 18951 14825 9688 4126 8246 5151 2891 2260 1442 1049553 116424 7209 6802 9584 2570 2256 3527 2054 828 1473 609 4546 1255 is_linear=0 shrinkage=0.03 Tree=491 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 0 0 2 0 0 2 0 0 1 0 0 2 0 0 0 0 2 1 0 1 0 2 1 1 split_gain=3.39936 16.9513 56.6329 39.1481 45.1076 38.4717 32.0426 42.1871 39.2901 55.3945 36.4676 30.9604 31.8457 28.1175 21.1635 20.0117 18.7347 36.5319 48.9699 32.9004 18.4697 48.8448 18.4089 17.9242 21.9324 23.0113 18.6069 26.9993 17.5454 16.6772 threshold=16278.651855468752 13381.118652343752 8.545499801635744 35.500000000000007 43.500000000000007 14858.619628906252 31.500000000000004 18.500000000000004 15542.858398437502 13.500000000000002 22.500000000000004 14212.430175781252 14.500000000000002 12.500000000000002 -1.4999999999999998 13.500000000000002 14.500000000000002 11728.783203125002 3.5000000000000004 13.500000000000002 68.500000000000014 74.500000000000014 11977.758300781252 1.0000000180025095e-35 26.500000000000004 -8.4999999999999982 28.500000000000004 14538.825683593752 -3.4999999999999996 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 16 3 6 5 -5 7 8 9 -3 -9 12 -11 -10 -13 -15 17 29 -19 28 -6 -22 -21 24 25 -12 -25 -28 -20 -1 right_child=-2 2 -4 4 20 -7 -8 10 13 11 23 14 -14 15 -16 -17 -18 18 19 22 21 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=-0.00025774384209225422 -0.00016013202849784322 -0.00073458131103194661 -0.0050779817941948805 -0.00036985305738221629 0.0038134932768853495 -0.01103343030588105 0.01004761689635594 -0.016268588321484739 0.0052514083898156389 -0.002076490082165925 -0.017376414772557865 -0.0026528361210184409 0.011031771920881138 0.020130013250152803 0.015610539654486571 -0.0062837756906854135 0.00011407230576369069 0.022119550880035456 0.0050132326588366834 -0.015272297195288815 -0.015412531286287084 0.003080075319416363 0.0020826974539440955 -0.010896000033895308 -0.0015943099670276152 0.014764101893060081 -0.013789295724117023 0.012546992869341142 -0.010100368451344845 -0.0038888289186565319 leaf_weight=21797.295229383977 70709.375271768309 1596.4981254339218 1111.0066775931045 716.58423890173435 1687.2310708016157 529.48430198431015 645.18497171252966 147.52806711196899 349.16483398526907 386.21870741993189 22.567446820437908 65.320506930351257 293.60813235864043 279.34005857259035 453.98892703652382 28.443091243505478 219501.00478636101 57.63669903203845 74.27330032736063 62.26718458533287 180.02383525669575 449.56245578825474 471.79620131477714 213.72014114260674 301.58289831131697 179.60032157599926 55.388578280806541 95.331513985991478 998.36597031354904 1201.1232768148184 leaf_count=103795 319061 6747 6360 2915 7014 2185 2628 599 1485 1636 93 336 1255 1320 1924 122 933129 407 387 259 731 1839 1997 864 1226 735 224 385 4159 5420 internal_value=2.38357e-05 7.50591e-05 0.00129927 0.00211587 -0.000298284 -0.00490106 0.00379796 0.00289557 0.00447665 0.00292528 -0.00247877 0.00779792 0.00358479 0.0110785 0.0133133 0.017689 2.59864e-05 -0.000757987 -0.00505003 -0.00602468 0.00217726 -0.0022077 5.92548e-05 -0.000135524 0.00353087 0.0111763 -0.00520343 0.00286859 -0.00905385 -0.000447382 internal_weight=324661 253951 9787.38 8676.37 3562.89 1246.07 5113.49 4468.3 3452.58 2795.63 1015.72 1199.14 679.827 656.948 519.309 307.783 244164 24662.8 1664.34 1606.7 2316.82 629.586 534.063 868.191 503.751 202.168 364.44 150.72 1072.64 22998.4 internal_count=1411237 1092176 42623 36263 14684 5100 21579 18951 14825 11898 4126 5151 2891 2927 2260 1442 1049553 116424 7209 6802 9584 2570 2256 3527 2054 828 1473 609 4546 109215 is_linear=0 shrinkage=0.03 Tree=492 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 0 0 2 0 0 2 0 0 1 0 0 2 0 0 0 0 2 1 0 1 0 2 1 1 split_gain=3.1986 15.9634 53.306 36.8819 42.4656 36.2725 30.1288 39.7468 37.1993 52.2396 34.3376 29.2902 30.0445 26.8225 20.0389 19.0374 17.6278 34.3725 46.252 30.9358 17.3854 46.008 17.304 16.8756 20.9056 28.9152 17.5306 25.4024 16.4877 16.4083 threshold=16278.651855468752 13381.118652343752 8.545499801635744 35.500000000000007 43.500000000000007 14858.619628906252 31.500000000000004 18.500000000000004 15542.858398437502 13.500000000000002 22.500000000000004 14212.430175781252 14.500000000000002 12.500000000000002 -1.4999999999999998 13.500000000000002 14.500000000000002 11728.783203125002 3.5000000000000004 13.500000000000002 68.500000000000014 74.500000000000014 11977.758300781252 1.0000000180025095e-35 25.500000000000004 -8.4999999999999982 28.500000000000004 14538.825683593752 -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 16 3 6 5 -5 7 8 9 -3 -9 12 -11 -10 -13 -15 17 -1 -19 28 -6 -22 -21 24 25 -12 -25 -28 -20 -14 right_child=-2 2 -4 4 20 -7 -8 10 13 11 23 14 29 15 -16 -17 -18 18 19 22 21 -23 -24 26 -26 -27 27 -29 -30 -31 leaf_value=-0.00043398129893390341 -0.00015532588915970617 -0.00071245316729092259 -0.0049255536057156712 -0.00035876651536766326 0.0037005413710134325 -0.010717168326995083 0.0097481361347762779 -0.01579149948435811 0.0050987714587725549 -0.0020134676589218543 -0.023940089001985503 -0.0025701210509516828 0.0017771897783190186 0.019668492449560964 0.015195961105764925 -0.0060867676981570199 0.00011065001264109427 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1997 864 1459 526 224 385 4159 733 internal_value=2.31247e-05 7.2814e-05 0.00126122 0.00205404 -0.000289502 -0.00475693 0.00368772 0.0028119 0.00434788 0.00283957 -0.00240573 0.00757733 0.00348021 0.0107846 0.0129521 0.0172699 2.52075e-05 -0.000735271 -0.00489864 -0.00584289 0.00211274 -0.00214233 5.75253e-05 -0.000131506 0.00342675 0.0130172 -0.00505051 0.00278189 -0.00877927 0.0107261 internal_weight=324654 253944 9780.96 8669.94 3561.27 1245.33 5108.67 4463.61 3448.45 2793.79 1015.16 1197.09 679.281 654.665 517.807 305.831 244163 24661.8 1664.26 1606.97 2315.93 629.354 533.982 867.736 503.511 145.466 364.224 150.744 1072.99 292.925 internal_count=1411237 1092176 42623 36263 14684 5100 21579 18951 14825 11898 4126 5151 2891 2927 2260 1442 1049553 116424 7209 6802 9584 2570 2256 3527 2054 595 1473 609 4546 1255 is_linear=0 shrinkage=0.03 Tree=493 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 2 2 1 2 1 1 0 2 2 2 0 0 2 2 0 2 0 2 2 0 1 1 0 2 1 split_gain=3.03235 10.3552 16.9099 8.63472 29.946 26.6656 19.1873 14.7783 14.1161 15.557 11.9583 10.9675 8.35299 14.4812 10.2272 7.77391 9.92806 7.09203 20.7286 6.94875 6.91036 6.68567 12.9865 11.8239 27.0542 16.2774 13.0457 17.3424 15.3196 15.0053 threshold=-1.4999999999999998 74.500000000000014 66.500000000000014 1117.6546630859377 3673.1176757812505 716.21582031250011 3645.8532714843755 -6.4999999999999991 7957.9211425781259 -11.499999999999998 -8.4999999999999982 70.500000000000014 14538.825683593752 18647.261718750004 12255.386718750002 82.500000000000014 86.500000000000014 1317.2869262695315 10470.297851562502 94.500000000000014 6496.4731445312509 42.500000000000007 184.69928741455081 466.24169921875006 22.500000000000004 -2.4999999999999996 -2.4999999999999996 35.500000000000007 28052.395507812504 -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 21 5 6 7 -5 -4 10 -10 -6 12 14 -14 -11 -3 17 -17 -19 -18 -12 22 -1 24 -24 -26 28 -28 -25 -30 right_child=-2 15 3 4 8 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21.233102560043335 395.95287984609604 189.69250503182411 26.180818244814873 174.17947021126747 17.579504072666168 123.68746192753315 427.94196504354477 112.97086168825626 210.74083763360977 37.74270848929882 34.141882926225662 15993.635529413819 364.45663565397263 13934.734036908485 2708.3284944146872 2710.9102030843496 10501.24977035122 1860.3809108138084 1667.7252563438378 1915.250840568915 leaf_count=2137 1154213 6054 268 792 208 275 363 2322 186 88 1700 823 109 772 72 511 2047 468 994 175 150 69799 1874 66768 11575 10994 47769 7824 10256 9651 internal_value=2.24349e-05 0.000222501 0.000138266 -0.00263768 -0.00416948 2.49881e-05 -0.0127294 -0.00186814 -0.00156632 -0.00535841 0.00204596 -0.00666345 -0.00239094 7.66144e-05 -0.0151291 0.00218598 3.09614e-05 -0.00316055 -0.00549531 0.00309716 0.00358393 0.000239735 0.000465783 0.000400595 -0.000840989 -0.00137308 0.000640926 -0.0001053 0.00116751 -0.000582071 internal_weight=324650 56348.5 54030.5 1905.34 1209.51 695.821 282.052 630.323 927.463 452.47 474.993 428.865 239.173 200.36 38.8126 2317.95 913.084 447.399 323.712 465.685 430.095 52125.2 36131.5 35663 5783.7 5419.24 29879.3 12361.6 17517.7 3582.98 internal_count=1411237 257024 246775 8128 5263 2865 1155 2590 4108 2050 2058 1864 1041 881 160 10249 4195 1973 1462 2222 1850 238647 168848 166711 24443 22569 142268 55593 86675 19907 is_linear=0 shrinkage=0.03 Tree=494 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 2 2 2 1 1 1 2 3 0 0 2 0 0 0 2 0 0 2 0 1 0 0 2 0 0 split_gain=2.95457 15.801 21.949 26.7909 20.8537 43.4403 33.6115 18.2413 17.7081 24.7975 16.4111 14.9885 50.1392 34.7074 40.1116 34.1932 28.3272 37.5163 35.2526 42.2324 32.342 22.6111 27.7253 28.3286 19.0171 18.1184 16.6651 32.3483 43.6927 29.0953 threshold=16278.651855468752 11.500000000000002 37.500000000000007 31.500000000000004 27.500000000000004 20995.095703125004 29989.942382812504 42648.800781250007 21.500000000000004 8.5000000000000018 -6.4999999999999991 13381.118652343752 8.545499801635744 35.500000000000007 43.500000000000007 14858.619628906252 31.500000000000004 18.500000000000004 12.500000000000002 15542.858398437502 22.500000000000004 13.500000000000002 14212.430175781252 14.500000000000002 -1.4999999999999998 13.500000000000002 14.500000000000002 11728.783203125002 3.5000000000000004 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=11 -2 3 4 10 -6 -7 8 9 -5 -3 26 13 16 15 -15 17 18 -13 21 -19 -20 23 -23 -24 -21 27 -1 -29 -30 right_child=1 2 -4 7 5 6 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 20 19 25 -22 22 24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00042375270160352474 0.00038388468535483611 -0.0049385119584743542 0.00028323087698214243 -0.004335859062654295 0.0090061549447490574 -0.0047084370516481721 0.0024220745436180921 -6.7804632840468481e-05 0.010841733451735256 -0.018165933262292374 -0.00085674469233519308 0.00012075500193330821 -0.0047785554981215053 -0.00035739405143735321 0.002052236868746071 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602 64058 5137 6360 2915 9584 2185 2628 599 3095 1320 3527 1636 336 1255 1924 122 933129 407 4546 2256 internal_value=2.17663e-05 -0.000149739 -0.000526617 -0.0011152 -0.000662346 0.00156196 -8.60062e-05 -0.00333372 -0.00456927 -0.00491962 -0.00108569 6.9525e-05 0.00122147 0.00199092 -0.000282778 -0.00462608 0.0035767 0.00272673 0.00422019 0.00646718 -0.00234367 0.00482326 0.00735965 0.00337509 0.0125993 0.0168593 2.3409e-05 -0.000716024 -0.00475524 -0.00567023 internal_weight=324643 70711.5 41442.4 23999.8 19931.3 3186.9 2609.27 4068.48 2951.77 2886.16 16744.4 253931 9774.37 8663.38 3559.62 1244.59 5103.76 4458.88 3444.36 2224.87 1014.52 1920.99 1195.18 678.902 516.277 303.878 244157 24661 1664.03 1607.09 internal_count=1411237 319061 171066 97387 80831 12835 10510 16556 12035 11760 67996 1092176 42623 36263 14684 5100 21579 18951 14825 9688 4126 8246 5151 2891 2260 1442 1049553 116424 7209 6802 is_linear=0 shrinkage=0.03 Tree=495 num_leaves=31 num_cat=0 split_feature=1 3 0 2 2 3 0 2 2 3 2 2 1 1 2 1 1 0 2 2 0 2 1 2 2 3 1 0 2 0 split_gain=4.66936 5.31138 3.06783 5.39858 5.30916 4.40493 3.13262 3.85513 2.78511 15.4444 25.1284 18.6528 46.1626 21.7199 23.0653 20.1605 20.1088 16.6775 16.5821 26.5773 20.4174 16.4278 14.4665 12.3144 17.1018 51.6627 27.3673 19.8089 24.3039 62.9278 threshold=-41.499999999999993 1.1054999828338625 38.500000000000007 4881.8349609375009 1499.682556152344 4.1315000057220468 23.500000000000004 8322.3417968750018 282.77769470214849 1.247500002384186 170.15808868408206 269.47608947753912 1.0000000180025095e-35 1.0000000180025095e-35 228.7239685058594 7.5000000000000009 -5.4999999999999991 49.500000000000007 182.46546936035159 174.82500457763675 45.500000000000007 277.04620361328131 2.5000000000000004 184.69928741455081 225.0559997558594 1.469500005245209 1.0000000180025095e-35 41.500000000000007 202.77236938476565 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 4 5 -3 7 -5 9 10 -2 13 21 16 15 17 -12 18 19 20 -15 -13 -16 -11 27 26 -26 28 -25 -30 right_child=8 2 -4 6 -6 -7 -8 -9 -10 23 11 12 -14 14 22 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=-0.024877352051402686 -0.00044705314776718265 -0.011487111865284864 0.025427781350505715 -0.018363754625084879 -0.023648919837114507 0.023860690694157919 0.026840045942967156 0.0084315243654458465 -3.9538005918925567e-05 0.00030825876050496396 0.0083404952611623936 -0.0043583079550701719 -0.020741466806476826 0.0055313514709968547 -0.0076590528211190325 -0.0068524356201231131 -0.0005456406300566901 0.0082459604387794955 0.0049376999015272888 -0.022982234608615204 -0.033836278248250196 0.02247506013812417 0.013190742525802162 0.0028463660011535346 0.00037682131763794335 -0.0013030974197433915 0.0078012453629422787 -0.0036604737613851837 -0.0012403143589999653 -0.022628106006363363 leaf_weight=5.0004209801554671 9383.4431771785021 6.6642064452171343 7.3708599060773841 5.111242100596427 10.278761512599884 6.0564463250339031 7.7298689708113661 88.584861177019775 283841.34723556286 7212.0704357177019 257.23732717335224 39.783641561865807 101.64777297526598 129.75176213681698 200.76714339852333 117.0558995231986 2102.3411227017641 1242.0322981178761 815.85628896951675 52.766108155250549 13.049151822924612 42.437571048736572 35.201781049370766 1217.031489290297 848.85237796604633 8796.5207151547074 943.49498763680458 4082.2419927194715 2675.4096234738827 129.8167724236846 leaf_count=27 40484 41 50 47 94 70 70 1532 1235255 31316 1298 160 556 578 839 712 8532 5152 3340 230 59 173 161 5211 3536 37217 3952 17677 11393 587 internal_value=-7.03855e-05 0.00547103 0.00662246 0.00550845 -0.00761424 0.00534238 0.00848416 0.00696981 -7.27232e-05 -0.000305651 0.000477092 0.00216093 -0.00722213 0.00250834 0.00439605 0.00528644 0.000423111 0.005917 0.00305702 -0.00478872 0.00193394 0.00949144 -0.00454869 -0.000744783 -0.00115106 -0.000357207 0.00428505 -0.00218825 -0.000694073 -0.00223007 internal_weight=324417 136.797 131.796 124.425 22.9994 12.7207 101.426 93.6961 324280 40438.8 14533.4 5149.93 183.869 4966.06 2606.48 2370.51 2359.58 2253.46 1011.42 195.567 142.801 82.2212 235.969 25905.4 18693.4 10588.9 1792.35 8104.5 4022.26 2805.23 internal_count=1410349 1931 1904 1854 205 111 1649 1579 1408418 173163 62274 21790 889 20901 11071 10071 9830 9359 4207 867 637 333 1000 110889 79573 44705 7488 34868 17191 11980 is_linear=0 shrinkage=0.03 Tree=496 num_leaves=31 num_cat=0 split_feature=1 3 0 2 2 2 0 2 2 3 2 2 1 1 1 2 1 1 2 2 2 2 3 1 0 2 0 0 1 3 split_gain=4.41642 4.97125 2.9523 5.10328 5.01044 4.0937 3.04217 3.61949 2.62143 14.5322 23.6467 20.1833 34.4165 22.8128 26.8775 17.9788 16.6554 15.5541 15.4047 12.3365 11.5891 16.1005 48.5931 25.707 18.6522 22.8702 59.5065 24.1485 14.7446 26.9483 threshold=-41.499999999999993 1.1054999828338625 38.500000000000007 4881.8349609375009 1192.975524902344 3309.9538574218755 23.500000000000004 8322.3417968750018 282.77769470214849 1.247500002384186 182.46546936035159 238.39634704589847 1.0000000180025095e-35 1.0000000180025095e-35 -7.4999999999999991 269.47608947753912 2.5000000000000004 7.5000000000000009 277.04620361328131 199.88579559326175 184.69928741455081 225.0559997558594 1.469500005245209 1.0000000180025095e-35 41.500000000000007 202.77236938476565 40.500000000000007 21.500000000000004 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 3 4 -3 -6 7 -5 9 10 -2 13 18 14 -12 16 -14 -15 -13 -19 28 24 23 -23 25 27 -27 -22 29 -11 right_child=8 2 -4 6 5 -7 -8 -9 -10 20 11 12 15 17 -16 -17 -18 19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.023849661418777125 -0.00027603826053925005 0.0069922736270178042 0.025055493168926683 -0.017568475906159606 -0.039417220724646269 -0.0041235320632452225 0.02656434204256479 0.0082333375630260861 -3.8351814044603474e-05 0.00087459209685835889 0.013909917830632118 0.00179576318872599 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leaf_count=27 45608 95 50 47 53 57 70 1532 1235255 13694 686 754 643 7210 5980 556 127 267 173 270 144 3536 37217 3952 17677 11393 587 5067 16119 1503 internal_value=-6.82773e-05 0.00533294 0.00645868 0.00536911 -0.0073456 -0.0209547 0.00828523 0.00679873 -7.05457e-05 -0.000296537 0.000462773 0.00244499 -0.0031349 0.00327005 0.000634859 -0.0101762 -0.00448984 0.00553663 0.00551994 -0.00658419 -0.000722524 -0.0011167 -0.000346506 0.00415439 -0.0021233 -0.000673401 -0.00216387 0.00276047 0.000299006 0.00166467 internal_weight=324413 136.19 131.132 123.874 23.1102 11.8564 100.764 93.1859 324277 40435 14532.1 3945.73 508.27 3437.46 1589.49 280.259 179.647 1847.97 228.011 90.6127 25903 18690.8 10588.8 1793.23 8102 4021.65 2804.4 1217.25 7212.19 3581.69 internal_count=1410349 1931 1904 1854 205 110 1649 1579 1408418 173163 62274 16666 2253 14413 6666 1326 770 7747 927 537 110889 79573 44705 7488 34868 17191 11980 5211 31316 15197 is_linear=0 shrinkage=0.03 Tree=497 num_leaves=31 num_cat=0 split_feature=1 3 3 2 2 2 3 2 2 3 2 2 1 1 2 1 1 0 2 2 1 0 2 3 3 3 2 3 3 0 split_gain=4.1761 4.65484 2.84115 4.82351 4.63939 3.67258 2.95372 3.39948 2.46744 13.6755 22.4937 16.8099 41.4227 19.4272 20.8668 18.1635 18.0799 15.7492 15.5127 14.8298 12.8074 11.8131 11.0795 13.4677 24.4736 20.7646 24.6885 51.1251 34.7789 28.5371 threshold=-41.499999999999993 1.1054999828338625 1.5979999899864199 4881.8349609375009 1192.975524902344 3309.9538574218755 3.2575000524520878 8322.3417968750018 282.77769470214849 1.247500002384186 170.15808868408206 269.47608947753912 1.0000000180025095e-35 1.0000000180025095e-35 228.7239685058594 -4.4999999999999991 7.5000000000000009 49.500000000000007 188.87422180175784 277.04620361328131 2.5000000000000004 48.500000000000007 174.82500457763675 2.0774999856948857 3.2575000524520878 1.8989999890327456 225.0559997558594 1.7404999732971194 1.469500005245209 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 -1 -3 4 -4 -6 -5 -8 9 10 -2 13 19 15 16 -12 17 18 -15 21 -16 -13 -11 25 -25 26 27 29 -28 -24 right_child=8 2 3 6 5 -7 7 -9 -10 22 11 12 -14 14 20 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31 leaf_value=-0.022880536937909521 -0.00042539392125352381 0.024687575294143029 0.0068144856253357861 0.026290206499650606 -0.037146217047831324 -0.003987511188165635 -0.016818898826554223 0.0080386504046940453 -3.7201214158595749e-05 0.00062293742316477151 0.0068644295042991389 0.018630658319299592 -0.019924624858877155 -0.002022597232058998 -0.0073018277076447903 -0.00067507774503809876 -0.0065374320525231041 0.0078552323083946173 0.0056668582048757174 0.021240254234747635 0.012244799588413078 -0.015944807076454164 -0.0021642135449671898 0.005766228715280524 -0.0010641499126395277 -0.0041004459925094074 0.0040278264599386297 0.013604316791348676 -0.0007541229346380927 -0.046401254755479487 leaf_weight=5.1137141212820998 9382.7227801159024 7.1465704888105384 11.201773311942818 7.429656855762004 5.8172940202057344 6.2210800563916564 5.2487343475222579 87.440579916117713 283842.07969881524 4664.2794251702726 335.24162220209837 13.420654386281965 99.592585824429989 375.27232182025909 200.27072392404079 2022.7244605720043 116.24813380092382 1244.193669244647 636.80042107403278 42.253605470061302 35.519762262701988 26.363851368427277 9334.0599816814065 721.42345902323723 1366.1916394904256 2042.2555977851152 1794.0669200122356 187.27948093414307 5775.0324728935957 13.142924726009367 leaf_count=27 40484 50 95 70 53 57 47 1532 1235255 20429 1642 54 556 1598 839 8188 712 5152 2609 173 161 106 40050 3094 5998 8667 7488 784 24321 58 internal_value=-6.62316e-05 0.00519703 0.00629721 0.0052318 -0.00708097 -0.0200108 0.00808991 0.00663104 -6.84329e-05 -0.000287706 0.000448906 0.00204243 -0.00692173 0.00237028 0.0041543 0.000396845 0.00500022 0.00559467 0.00281564 0.00886352 -0.0043573 -0.00428134 -0.000701003 -0.000991828 0.00129624 -0.00124131 -0.000899919 -0.00191546 0.000379319 -0.00222641 internal_weight=324406 135.619 130.506 123.359 23.2401 12.0384 100.119 92.6893 324270 40428.4 14530.6 5147.9 181.631 4966.27 2608.31 2357.97 2372.51 2256.27 1012.07 82.0381 235.79 39.7845 25897.7 21233.5 2087.62 19145.8 17103.6 9534.48 7569.1 9347.2 internal_count=1410349 1931 1904 1854 205 110 1649 1579 1408418 173163 62274 21790 889 20901 11071 9830 10071 9359 4207 333 1000 160 110889 90460 9092 81368 72701 40892 31809 40108 is_linear=0 shrinkage=0.03 Tree=498 num_leaves=31 num_cat=0 split_feature=1 3 0 2 2 3 3 2 0 2 2 0 0 1 0 0 2 2 0 2 0 2 0 2 2 0 2 0 0 1 split_gain=3.94852 4.36052 2.73384 4.55916 4.36159 4.35107 2.86724 3.19388 2.38013 11.8119 14.7509 25.7859 39.7365 18.1572 17.5169 14.9428 58.3943 32.5434 29.2688 46.7281 13.0096 12.0158 16.454 30.2642 61.6389 18.6294 15.5269 27.1663 24.0166 15.601 threshold=-41.499999999999993 1.1054999828338625 38.500000000000007 4881.8349609375009 1499.682556152344 4.1315000057220468 3.2575000524520878 8322.3417968750018 65.500000000000014 65292.480468750007 29989.942382812504 89.500000000000014 79.500000000000014 -9.4999999999999982 73.500000000000014 83.500000000000014 37956.898437500007 40991.593750000007 85.500000000000014 35406.285156250007 92.500000000000014 4316.3833007812509 81.500000000000014 10470.297851562502 17172.791015625004 74.500000000000014 10470.297851562502 86.500000000000014 85.500000000000014 -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 -1 3 4 5 -3 -5 -8 -2 10 21 12 13 -12 -15 16 -14 18 19 -17 -13 -10 23 -23 25 -25 27 -24 -28 -30 right_child=8 2 -4 6 -6 -7 7 -9 9 -11 11 20 15 14 -16 17 -18 -19 -20 -21 -22 22 26 24 -26 -27 28 -29 29 -31 leaf_value=-0.02196511302672835 -3.8833349316516365e-05 -0.011572227883086627 0.02432380378418586 0.026017477028203565 -0.020895104965296344 0.023687124454155235 -0.016111404237507548 0.0078474500817962683 -0.00080653172180133027 0.0013508692962918966 0.022605546813302239 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1396.441984590143 leaf_count=27 1266946 41 50 70 94 70 47 1532 66805 15595 166 420 505 4457 3091 198 1389 1489 307 156 1040 21885 3271 2639 6627 622 2889 1690 347 5884 internal_value=-6.42471e-05 0.00506422 0.00613926 0.00509759 -0.00682819 0.00511563 0.00789818 0.00646671 -6.63831e-05 -0.000306169 -0.000498153 -0.00243575 -0.00150165 -0.00406117 -0.00439023 0.00344152 0.00739445 -8.66311e-05 -0.0112802 0.00073301 -0.0102912 -0.000269359 0.000482263 0.00124046 -0.0015407 -0.00832807 -0.00126726 -0.00402702 0.000232915 -0.00194737 internal_weight=324401 135.058 129.892 122.855 23.3639 12.6355 99.4907 92.2062 324266 33416.7 29947 3162.74 2826.62 1862.33 1839.63 964.294 454.771 509.523 160.243 85.3305 336.116 26784.3 11163.8 7788.45 2425 804.631 3375.32 1188.65 2186.67 1476.58 internal_count=1410349 1931 1904 1854 205 111 1649 1579 1408418 141472 125877 13218 11758 7714 7548 4044 1894 2150 661 354 1460 112659 45854 31773 9888 3261 14081 4961 9120 6231 is_linear=0 shrinkage=0.03 Tree=499 num_leaves=31 num_cat=0 split_feature=1 3 3 2 2 2 3 2 2 3 2 2 1 1 2 1 1 0 2 2 1 0 2 3 1 3 0 0 2 1 split_gain=3.73378 4.08679 2.62991 4.30945 4.07497 3.37489 2.78266 3.0016 2.32181 12.8378 21.1663 15.8717 39.358 18.2608 19.6251 17.2771 17.01 14.7809 14.5855 13.9944 12.0409 11.1126 10.6991 19.3022 16.9459 21.4475 17.3037 36.5915 16.0292 13.8024 threshold=-41.499999999999993 1.1054999828338625 1.5979999899864199 4881.8349609375009 1192.975524902344 3309.9538574218755 3.2575000524520878 8322.3417968750018 282.77769470214849 1.247500002384186 170.15808868408206 269.47608947753912 1.0000000180025095e-35 1.0000000180025095e-35 228.7239685058594 -5.4999999999999991 7.5000000000000009 49.500000000000007 188.87422180175784 277.04620361328131 2.5000000000000004 48.500000000000007 317.97758483886724 2.5095000267028813 2.5000000000000004 1.247500002384186 64.500000000000014 42.500000000000007 288.74774169921881 -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 4 -4 -6 -5 -8 9 10 -2 13 19 15 16 -12 17 18 -15 21 -16 -13 23 24 29 -26 27 -27 -29 -10 right_child=8 2 3 6 5 -7 7 -9 22 -11 11 12 -14 14 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.021099070934558175 -0.0004114877898416748 0.023963972597213133 0.0065874828105349104 0.025746002013778971 -0.03455529906433133 -0.003175717758952229 -0.015442750444948503 0.0076597213387050549 -0.0036059087555865492 -0.00067757776532434693 0.0077657945112667428 0.018070049349291906 -0.019525827592130278 -0.0019615150813896234 -0.0070911120219241727 -0.00050762874101592092 -0.0063644556770565963 0.0076123813856727807 0.0054946810397621237 0.020654694791414175 0.011833004395757695 -0.015461659443225717 -6.0358475856856998e-05 0.0062729989684808737 -0.020976639066447648 -0.0045257841050030528 -0.018043298628831417 -0.010284323929325096 0.025986646078521067 0.0017840550121397442 leaf_weight=5.2161337062716475 9382.2591937631369 6.9305147528648368 11.112375851720573 7.1426426023244849 6.0115800350904447 6.3355954037979245 5.3766095340251914 86.359479914419353 477.78424051403999 25894.268975399435 254.68236047774553 13.422735869884489 98.587334126234055 375.12909911572933 200.00640998780727 2102.5121019184589 115.81085272878408 1245.5390932559967 637.18123559653759 42.151876151561737 35.654600143432617 26.369952112436295 278182.16247935977 615.47525110840797 63.065346635878086 302.84035769104958 54.462275207042694 13.477690771222113 58.834388449788094 4069.8630879819393 leaf_count=27 40484 50 95 70 53 57 47 1532 2036 110889 1298 54 556 1598 839 8532 712 5152 2609 173 161 106 1211225 2735 400 1478 277 65 274 16765 internal_value=-6.23177e-05 0.00493536 0.00598588 0.00496741 -0.00659217 -0.0184538 0.00770999 0.0063057 -6.43905e-05 -0.000277109 0.000436611 0.00198256 -0.00675525 0.00230018 0.00402916 0.000386271 0.00484894 0.0054241 0.00273166 0.008609 -0.00422797 -0.00415086 -3.40956e-05 0.00125765 0.000645225 -0.00463966 -0.00224147 5.25371e-05 0.0192264 0.00121778 internal_weight=324396 134.485 129.269 122.338 23.4596 12.3472 98.8787 91.7361 324262 40423.6 14529.3 5147.05 180.532 4966.52 2609.32 2357.19 2373.66 2257.85 1012.31 81.9446 235.661 39.7927 283838 5655.8 5040.33 492.68 429.615 375.152 72.3121 4547.65 internal_count=1410349 1931 1904 1854 205 110 1649 1579 1408418 173163 62274 21790 889 20901 11071 9830 10071 9359 4207 333 1000 160 1235255 24030 21295 2494 2094 1817 339 18801 is_linear=0 shrinkage=0.03 Tree=500 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 2 2 2 1 0 0 2 2 2 2 1 1 2 2 0 2 0 0 2 0 0 2 2 2 split_gain=3.24761 12.1541 8.49807 6.97351 4.09749 2.85634 20.2797 35.2641 37.4559 19.9352 23.9808 17.8246 17.8673 13.2247 12.2728 31.5465 35.4307 12.2348 12.4237 17.4054 35.8975 51.8627 31.1586 25.4405 16.0919 12.2925 10.9573 47.3664 24.6681 21.0496 threshold=97.500000000000014 58553.552734375007 84498.644531250015 4973.6452636718759 2.5000000000000004 7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 2583.655151367188 2173.7932128906255 2022.2656250000002 2073.8535156250005 1.0000000180025095e-35 4.5000000000000009 16701.354492187504 23051.732421875004 1.5000000000000002 20329.439453125004 4.5000000000000009 6.5000000000000009 24552.913085937504 2.5000000000000004 6.5000000000000009 35406.285156250007 29989.942382812504 32150.583984375004 decision_type=2 2 2 2 2 2 2 2 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 -2 -4 6 13 8 11 10 -10 12 -8 14 -1 16 -16 18 -11 20 21 -20 25 -21 -25 -22 29 28 -28 -9 right_child=1 2 4 -5 -6 -7 7 26 9 17 -12 -13 -14 -15 15 -17 -18 -19 19 23 22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.0033632304833279532 -0.0021127939139572232 -0.038263661368760957 -0.011276742441137294 0.019482904165920644 0.0057613792875531433 -9.7487839944660628e-06 -0.011345768005800134 -0.0038148598220678568 0.0036371894152300095 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677.97765812277794 1178.2949394546449 456.99411305040121 15787.855601695832 leaf_count=5931 190 64 354 127 228 1254672 479 4416 3041 2201 2541 9301 21997 1856 98 1028 108 121 59 1056 218 100 1226 393 326 548 2950 4807 2037 89550 internal_value=1.59236e-05 -0.00442496 -0.0111126 0.00661635 -0.00805932 1.79499e-05 0.000303806 9.8029e-05 -0.00159509 -0.00493717 -0.00173258 -0.000308946 0.000974412 0.00339635 0.00206915 -0.00396421 -0.0273763 -0.00750615 -0.00703277 -0.00511224 -0.00128739 0.0372474 -0.0030571 -0.00993235 -0.018114 -0.0134976 0.000795095 0.00273039 0.00710438 0.00052759 internal_weight=324820 148.139 92.2584 55.8805 82.9321 324672 28680.7 26891.4 7842.5 2179.37 969.722 5663.13 3581.04 1789.35 1414.71 249.848 42.9036 1209.65 1180.59 849.68 473.75 20.8017 452.948 375.93 179.094 164.074 19048.9 2313.27 1134.97 16735.6 internal_count=1412023 963 646 317 582 1411060 156388 147367 43607 11830 5582 31777 22476 9021 7165 1234 206 6248 6127 3926 2151 159 1992 1775 719 766 103760 9794 4987 93966 is_linear=0 shrinkage=0.03 Tree=501 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 2 2 2 1 0 0 2 2 1 2 2 0 2 0 0 2 0 2 2 1 1 0 0 2 split_gain=3.06164 11.466 8.29417 6.53159 3.86243 2.68828 19.0934 33.1944 35.3029 18.8616 22.5346 16.7696 16.8044 12.478 11.6006 11.8464 16.3943 33.3051 46.5168 29.4675 23.9724 15.2017 11.7038 11.54 29.2669 31.7323 10.6133 11.9349 10.3244 44.6646 threshold=97.500000000000014 58553.552734375007 84498.644531250015 4973.6452636718759 2.5000000000000004 7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 2583.655151367188 2173.7932128906255 4.5000000000000009 16701.354492187504 23051.732421875004 1.5000000000000002 20329.439453125004 4.5000000000000009 6.5000000000000009 24552.913085937504 2.5000000000000004 2022.2656250000002 2073.8535156250005 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 6.5000000000000009 36598.957031250007 decision_type=2 2 2 2 2 2 2 2 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 -2 -4 6 13 8 11 10 -10 12 -8 23 15 -11 17 18 -17 22 26 -22 -19 -1 25 -25 27 -18 -9 -30 right_child=1 2 4 -5 -6 -7 7 28 9 14 -12 -13 -14 -15 -16 16 20 19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.0032640774317682112 -0.0020504993426707948 -0.037967270318799387 -0.010954375170786217 0.01882960193582155 0.0055802000237828988 -9.4563347508161226e-06 -0.010999526324335018 0.00051185390673766449 0.0035348518682571726 -0.011668853321152998 -0.0056891641126393449 -0.0024403698458389409 0.0012989535204540777 0.0081690142987765457 -0.026072720416385885 0.075362001163270895 -0.019383246240683938 -9.3523188474745853e-05 -0.01428326303805735 0.002785020810005482 -0.025568565525227772 -0.008002890629237076 -0.018096175719851934 -0.056194771891569788 0.00086300253342223257 -0.0042786072654241239 -0.015578014530008158 0.004660231317428429 0.0068870585228284764 -0.001454794450977628 leaf_weight=1164.2520167902112 33.275735519826412 9.1202038619667274 67.175111431628466 22.668579798191786 15.683651116676627 295991.49102531374 102.9515982940793 16732.772257083096 421.63859463762492 329.13014088571072 548.41229741275311 2082.4011594206095 3477.544194897986 374.04394413530827 28.910243257880211 11.740686997771265 21.626111634075642 44.785254672169685 9.3648291677236539 289.04287092387676 97.653743535280228 81.220270648598671 118.48904697597027 18.357355333864689 206.91308872401714 25.061501622200012 43.062360569834709 131.95542874932289 1137.5582018643618 1173.6933628991246 leaf_count=5931 190 64 354 127 228 1254672 479 93966 3041 2201 2541 9301 21997 1856 121 59 245 218 100 1226 393 326 548 98 1028 108 202 609 5008 4786 internal_value=1.54456e-05 -0.00429955 -0.0108135 0.0064101 -0.00782468 1.74116e-05 0.000294774 9.50902e-05 -0.00154788 -0.00479469 -0.00167989 -0.000299684 0.00094533 0.00329612 -0.00729807 -0.00683733 -0.00496417 -0.00125122 0.0355851 -0.00297003 -0.00964516 -0.0175926 -0.0131581 0.00200763 -0.0038359 -0.0262286 -0.00241588 0.00127462 0.000771459 0.00265092 internal_weight=324812 147.923 91.979 55.9443 82.8588 324664 28672.6 26884 7839.93 2177.03 970.051 5662.9 3580.5 1788.63 1206.98 1178.07 848.941 473.423 21.1055 452.317 375.518 178.874 163.274 1414.58 250.332 43.4189 196.644 153.582 19044 2311.25 internal_count=1412023 963 646 317 582 1411060 156388 147367 43607 11830 5582 31777 22476 9021 6248 6127 3926 2151 159 1992 1775 719 766 7165 1234 206 1056 854 103760 9794 is_linear=0 shrinkage=0.03 Tree=502 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 2 2 2 1 0 0 2 2 1 2 2 0 2 0 0 2 0 0 2 0 2 2 1 1 split_gain=2.88637 10.817 8.09591 6.11937 3.64084 2.52986 17.9764 31.2463 33.2793 17.8524 21.1769 15.7772 15.8054 11.7729 11.0016 11.2866 15.4575 30.961 41.9712 27.8678 22.5775 14.3703 11.1429 10.9067 16.6549 16.597 16.1574 11.8175 10.3077 10.1901 threshold=97.500000000000014 58553.552734375007 84498.644531250015 4973.6452636718759 2.5000000000000004 7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 2583.655151367188 2173.7932128906255 4.5000000000000009 16701.354492187504 23051.732421875004 1.5000000000000002 20329.439453125004 4.5000000000000009 6.5000000000000009 24552.913085937504 2.5000000000000004 3.5000000000000004 675.36788940429699 4.5000000000000009 1850.3489990234377 1608.1567382812502 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=5 3 -3 -2 -4 6 13 8 11 10 -10 12 -8 23 15 -11 17 18 -17 22 -18 -22 -19 24 -1 27 -27 -25 -15 -28 right_child=1 2 4 -5 -6 -7 7 -9 9 14 -12 -13 -14 28 -16 16 20 19 -20 -21 21 -23 -24 25 -26 26 29 -29 -30 -31 leaf_value=-0.025874417909069223 -0.0019900127373998779 -0.037683601742670811 -0.010641223370113724 0.018202338007728643 0.0054049839236685396 -9.1726334480853295e-06 -0.010664427138908588 0.00074848825994310085 0.003435222705006282 -0.011379765091867269 -0.0055074227909244983 -0.0023668163577485381 0.001260199470506828 0.009108815718352448 -0.025431302847058274 0.070828455934327489 -0.002348592966331383 -9.0720884410918821e-05 -0.014014858598533787 0.0026999254004888094 -0.024855675579269376 -0.007766540648025724 -0.017673147834033613 -0.0071163354908691514 0.018494839640258925 0.0047871992384274989 0.0019289316795848708 -0.040605461005878314 -0.013251206709510958 -0.0070944185008580043 leaf_weight=8.6363147087395173 33.258796285837889 8.9162754248827678 67.078872539103031 22.745068412274122 15.705969233531503 295991.49748706445 103.00020494312048 19039.899340040982 420.86304617021233 327.39323851466179 549.49741008877754 2082.6979888826609 3476.9615588289453 353.88305820524693 28.752626150846481 12.111452773213388 196.28041606396437 44.783554658293724 9.2594671100378019 289.20574876666069 97.444086998701096 81.181775778532028 117.69759777188301 78.540728747844696 64.330871660262346 799.90056642517447 239.91548934578896 10.78557328879833 19.581718191504478 212.32232414186001 leaf_count=57 190 64 354 127 228 1254672 479 103760 3041 2201 2541 9301 21997 1771 121 59 1056 218 100 1226 393 326 548 388 442 4023 1291 51 85 913 internal_value=1.4981e-05 -0.00417779 -0.0105223 0.00621079 -0.00759693 1.68885e-05 0.000285994 9.22274e-05 -0.00150212 -0.00465686 -0.00162883 -0.0002907 0.000917112 0.00319884 -0.00709707 -0.00664856 -0.00482187 -0.00121603 0.034068 -0.00288544 -0.00937174 -0.017089 -0.012827 0.00194793 0.0132433 0.00133353 0.0022248 -0.0111599 0.00793642 -0.00230746 internal_weight=324804 147.705 91.7011 56.0039 82.7848 324656 28664.9 26877 7837.13 2174.47 970.36 5662.66 3579.96 1787.9 1204.11 1175.36 847.964 473.058 21.3709 451.687 374.906 178.626 162.481 1414.43 72.9672 1341.46 1252.14 89.3263 373.465 452.238 internal_count=1412023 963 646 317 582 1411060 156388 147367 43607 11830 5582 31777 22476 9021 6248 6127 3926 2151 159 1992 1775 719 766 7165 499 6666 6227 439 1856 2204 is_linear=0 shrinkage=0.03 Tree=503 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 3 2 2 2 1 2 2 2 2 2 0 1 0 1 1 1 2 2 3 2 2 0 1 3 split_gain=2.72118 10.2049 7.90294 5.73467 3.43195 2.4704 2.46405 7.12356 22.9741 20.0982 13.0429 10.4284 33.0667 18.6892 16.6396 24.7368 14.3332 14.7491 14.2041 11.9688 10.3591 8.66786 53.5069 29.3947 13.8303 11.7028 15.0823 10.7667 10.3646 9.9691 threshold=97.500000000000014 58553.552734375007 84498.644531250015 4973.6452636718759 2.5000000000000004 98.500000000000014 1.1054999828338625 6643.0878906250009 7781.1735839843759 5311.5163574218759 7.5000000000000009 10470.297851562502 9536.4326171875018 17172.791015625004 24552.913085937504 27132.552734375004 50.500000000000007 -1.4999999999999998 50.500000000000007 3.5000000000000004 1.5000000000000002 1.5000000000000002 2583.655151367188 2127.8171386718755 1.0619999766349795 3575.3942871093755 2760.058227539063 51.500000000000007 2.5000000000000004 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 3 -3 5 -4 -2 7 9 -9 21 11 12 19 16 18 -16 -13 -18 -15 -10 -19 -1 23 29 -24 26 27 -26 -25 -23 right_child=1 2 4 -5 -6 -7 -8 8 10 -11 -12 13 -14 14 15 -17 17 20 -20 -21 -22 22 24 28 25 -27 -28 -29 -30 -31 leaf_value=-1.1615884698937545e-05 0.0050086794963153432 -0.037411956565073276 -0.01033699852106954 0.017599694719392302 0.0052355171156794576 -0.011568693226800975 4.1425360304454502e-05 0.0076051455330364151 0.0022327847692102439 -0.0059779583006882332 0.0093519887718259958 6.0316314845431596e-05 -0.01142315854355796 -0.0019806472174398629 0.015892149350515868 -0.0016734786336250512 -0.0048592721307147502 0.010813327062142983 -0.013381831557319363 -0.016808058384867701 -0.0011121306740558489 0.0024476248060241474 -0.0098036136372170422 0.00083544295986109332 -0.014221725755991311 -0.00085074833617035871 -0.029262245294260032 0.01034958891235664 0.0077903287710159507 -0.0020574727321515272 leaf_weight=18562.411739096045 19.325738683342934 8.7146338541060668 66.982927016913891 22.81705990806222 15.727585639338939 13.916594307869671 297343.76803549344 418.72808456420898 521.63004894554615 575.66060000658035 131.3907548636198 563.12627102434635 285.50068838894367 226.93863421678543 86.146586075425148 444.2127333432436 82.745728202164173 399.90027198195457 173.56019638478756 31.505803361535072 78.41013440489769 555.67650642246008 677.12492565065622 301.00908899307251 39.568730637431145 390.55495111644268 32.208276674151421 27.0021832883358 536.68723131716251 2162.2410206273198 leaf_count=82651 86 64 354 127 228 104 1288624 1812 2158 2650 554 2354 1195 928 354 1840 385 1663 711 136 319 2510 3860 1207 159 2312 151 110 2166 10251 internal_value=1.45294e-05 -0.00405954 -0.0102389 0.00601813 -0.00737585 -0.00193128 1.63802e-05 -0.000256365 0.00101912 -0.000440459 0.000107485 -0.000312273 -0.00313149 0.000838216 -0.00230579 0.00117972 0.00344155 0.00683526 -0.00692147 0.00114825 0.00885837 -0.000303555 -0.00145117 0.000377932 -0.00702665 -0.00318397 -0.0124091 -0.00425522 0.00529123 -0.00113641 internal_weight=324795 147.485 91.4251 56.0594 82.7105 33.2423 324648 27303.9 3443.8 23860.1 3025.07 2893.68 838.637 2055.04 930.858 530.359 1124.18 561.056 400.499 553.136 478.31 23284.5 4722.07 3555.61 1166.46 489.334 98.7792 66.5709 837.696 2717.92 internal_count=1412023 963 646 317 582 190 1411060 122436 14409 108027 12597 12043 3489 8554 3833 2194 4721 2367 1639 2294 1982 105377 22726 16134 6592 2732 420 269 3373 12761 is_linear=0 shrinkage=0.03 Tree=504 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 2 2 2 1 0 0 2 1 2 1 2 2 0 2 0 0 2 0 2 2 1 1 0 2 split_gain=2.56656 9.62821 7.715 5.37381 3.23501 2.36708 16.9422 29.4113 31.3674 16.8902 19.9024 14.8436 14.9363 15.5771 11.1086 10.4378 10.7532 14.5619 28.8313 38.0642 26.3538 21.2876 13.5925 10.6083 10.3474 27.3325 28.8552 10.0531 11.3808 9.81871 threshold=97.500000000000014 58553.552734375007 84498.644531250015 4973.6452636718759 2.5000000000000004 7.5000000000000009 2363.3640136718755 26225.782226562504 13664.751464843752 1.0000000180025095e-35 4.5000000000000009 5.5000000000000009 2492.341430664063 1.0000000180025095e-35 2173.7932128906255 4.5000000000000009 16701.354492187504 23051.732421875004 1.5000000000000002 20329.439453125004 4.5000000000000009 6.5000000000000009 24552.913085937504 2.5000000000000004 2022.2656250000002 2073.8535156250005 1.0000000180025095e-35 1.5000000000000002 1.5000000000000002 2668.121704101563 decision_type=2 2 2 2 2 2 2 2 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 -2 -4 6 14 8 11 10 -10 12 13 -8 24 16 -11 18 19 -18 23 27 -23 -20 -1 26 -26 28 -19 -13 right_child=1 2 4 -5 -6 -7 7 -9 9 15 -12 29 -14 -15 -16 -17 17 21 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0030825792905038976 -0.0018778083784530325 -0.037151691972754232 -0.010041427499437048 0.017020361250642404 0.0050715949306320658 -9.3187082414990099e-06 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81.142183139920235 116.91573745012283 18.832044161856174 206.60205769538879 25.004547521471977 42.791053041815758 132.06046833097935 1969.0117437839508 leaf_count=5931 190 64 354 127 228 1254672 119 103760 3041 2201 2541 529 22235 122 1856 121 59 245 218 100 1226 393 326 548 98 1028 108 202 609 8772 internal_value=1.40911e-05 -0.00394626 -0.00996296 0.0058374 -0.00716123 1.5887e-05 0.000276234 8.82078e-05 -0.00145892 -0.00452386 -0.00158064 -0.00028323 0.000888495 -0.015088 0.00310618 -0.00690171 -0.00646512 -0.00468392 -0.00118302 0.0326742 -0.00280446 -0.00910302 -0.0166034 -0.012505 0.0018907 -0.0036404 -0.0251563 -0.00228147 0.00130708 -0.00229674 internal_weight=324789 147.207 91.1514 56.0557 82.6359 324641 28656 26870.6 7834.44 2172.05 970.635 5662.4 3579.42 51.9013 1785.33 1201.41 1172.82 847.121 472.665 21.6017 451.064 374.456 178.353 161.698 1412.64 250.439 43.8366 196.103 153.312 2082.98 internal_count=1412023 963 646 317 582 1411060 156388 147367 43607 11830 5582 31777 22476 241 9021 6248 6127 3926 2151 159 1992 1775 719 766 7165 1234 206 1056 854 9301 is_linear=0 shrinkage=0.03 Tree=505 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 1 2 2 0 2 2 3 0 0 1 3 2 2 1 2 1 2 2 0 0 2 0 0 split_gain=5.57002 9.56635 11.9107 15.6924 12.7921 8.90085 10.4881 11.4976 8.22492 14.9157 21.5984 16.1484 12.1684 12.9085 11.8243 11.6977 7.10003 13.0072 12.8588 9.2433 11.0661 9.22038 8.7615 7.25433 11.713 8.37555 7.71951 7.62637 14.913 12.9757 threshold=10.500000000000002 21.500000000000004 32150.583984375004 72077.554687500015 16278.651855468752 4784.4965820312509 3985.294067382813 12.500000000000002 303.00918579101568 525.24191284179699 33.500000000000007 317.97758483886724 397.09068298339849 1.247500002384186 47.500000000000007 32.500000000000007 18.500000000000004 1.247500002384186 1192.975524902344 2320.079467773438 43.500000000000007 661.81594848632824 23.500000000000004 1750.7693481445315 2760.058227539063 74.500000000000014 80.500000000000014 6643.0878906250009 55.500000000000007 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 2 4 -4 5 6 7 -2 15 10 11 -10 13 -12 -14 -3 17 18 21 20 22 -11 -18 25 -25 -19 -27 29 -29 -26 right_child=1 8 3 -5 -6 -7 -8 -9 9 16 12 -13 14 -15 -16 -17 19 23 -20 -21 -22 -23 -24 24 27 26 -28 28 -30 -31 leaf_value=3.5927639925502152e-05 0.0075373145131262913 0.018549841042747119 0.013645666170666594 -0.0033579279382663406 -0.016259167509035544 0.004736667813265088 -0.035337836724824309 -0.011386832565544651 0.033955960415331679 0.0104380120125396 -0.02152637233990716 -0.0067300213803048667 0.036758093667507978 0.010289706944834064 0.012477708416440804 -0.0055452060354887235 0.00056845878178539693 -0.00045203930703318252 0.0031160140226489147 0.0004472281187383497 0.0085945578501473701 -0.021011318329112794 -0.011395756866887596 -0.012665409934311584 -0.013006521246868349 0.037467499177608207 0.0032147854450483948 -0.0086767431912559926 -0.00021518036076545138 0.00017782847451028869 leaf_weight=318231.98022655712 53.836455404758453 18.773115903139114 152.49541735649109 71.870504036545753 41.179629236459732 242.03248059749603 9.5417509675025922 62.368896961212158 9.5059085041284543 11.033970504999159 13.658252917230127 114.93515735864639 29.034734204411507 71.861667603254318 47.718053311109543 532.47146935760975 80.834743335843086 130.68838600814342 482.74169667065144 2331.1583130224608 44.75548367574811 35.015850856900215 172.94908501952887 136.97391852736473 75.200731471180916 10.910217747092249 12.950867384672163 500.40294905751944 299.75019147992134 630.09681572020054 leaf_count=1380734 275 102 644 291 166 994 40 351 55 66 93 658 159 410 242 3685 411 690 2395 10369 185 237 808 602 371 53 67 2364 1239 2811 internal_value=1.82689e-05 -0.000856135 0.00264455 0.00819895 -0.000402744 0.00137267 -0.0051022 -0.00261952 -0.00123882 -0.000872271 0.00578055 -0.00362207 0.0129911 0.00520841 0.0216627 -0.00472463 -0.00125719 -0.00246467 0.00167112 -0.000189269 -0.00515939 -0.0134758 -0.00758494 -0.0036817 -0.00426641 0.00253211 0.0188765 -0.00350222 -0.00550691 -0.00122792 internal_weight=324659 6426.75 633.325 224.366 408.959 367.78 125.747 116.205 5793.42 5242.18 286.714 124.441 162.273 85.5199 76.7528 551.245 4955.46 2325.77 528.792 2629.7 298.539 46.0498 253.784 1796.97 1642.42 154.549 23.8611 1505.45 800.153 705.298 internal_count=1411567 30833 2761 935 1826 1660 666 626 28072 24285 1617 713 904 503 401 3787 22668 10895 2698 11773 1404 303 1219 8197 7387 810 120 6785 3603 3182 is_linear=0 shrinkage=0.03 Tree=506 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 1 2 2 0 2 2 0 3 3 0 0 1 1 3 2 2 2 1 1 2 2 0 2 split_gain=5.24688 9.01033 11.2356 14.8212 12.0318 8.38527 9.94978 10.855 7.77439 14.0035 20.1754 14.9926 11.3832 12.3778 11.0663 10.4489 8.31961 12.1974 7.03475 6.69008 12.254 12.1734 8.80698 8.71237 10.4294 8.28596 6.8365 11.0839 7.80831 7.19849 threshold=10.500000000000002 21.500000000000004 32150.583984375004 72077.554687500015 16278.651855468752 4784.4965820312509 3985.294067382813 12.500000000000002 303.00918579101568 525.24191284179699 33.500000000000007 317.97758483886724 377.98133850097662 47.500000000000007 2.1755000352859502 1.247500002384186 68.500000000000014 43.500000000000007 16.500000000000004 18.500000000000004 1.247500002384186 1192.975524902344 661.81594848632824 2320.079467773438 43.500000000000007 23.500000000000004 1750.7693481445315 2760.058227539063 74.500000000000014 6643.0878906250009 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 14 10 11 -10 15 -14 -3 -12 17 -17 -13 20 21 22 -11 24 25 -21 28 -28 -22 -29 right_child=1 8 3 -5 -6 -7 -8 -9 9 19 12 18 13 -15 -16 16 -18 -19 -20 23 26 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=3.4849844645837902e-05 0.0072860799339717194 -0.0053578345421702658 0.01327614310841419 -0.0032580668732056536 -0.015765191638776526 0.0045970943531623955 -0.034515061487694801 -0.011109215132462096 0.03232088336430651 0.01006497448718714 -0.023103817838120877 -0.0016373188979770246 0.03437271893144863 0.01106110042875964 0.019228342319383921 -0.00034460405213652408 -0.012869723632615562 0.028599032879106177 -0.017800979333384571 0.00055127254387798595 -0.00043857495019285295 0.0030195756158198253 -0.020651258675574984 0.00043380639166730738 0.0083374869283389351 -0.011088506840644045 -0.012329744470329779 -0.0011917126755008754 0.018162048554672069 -0.0053510942481582785 leaf_weight=318231.7091450264 54.019192144274712 532.57028197497129 152.04463921487331 71.851456299424171 41.19556699693203 241.90147757530212 9.4771121293306333 62.015097722411156 9.6843837052583677 11.098628401756285 10.913555465638636 79.690289497375488 33.130496650934219 53.767986364662647 17.00250755995512 26.564618587493896 13.00933827459812 25.860932722687721 34.822511628270149 80.853859223425388 130.65996618568897 483.20739433914423 34.564461939036846 2331.184132495895 44.751430906355381 172.41725178807974 136.4892605394125 704.98160905390978 24.050360396504402 798.78156477212906 leaf_count=1380734 275 3700 644 291 166 994 40 351 55 66 75 454 180 274 87 165 72 138 204 411 690 2395 237 10369 185 808 602 3182 120 3603 internal_value=1.77164e-05 -0.000831227 0.00256852 0.00797008 -0.000391245 0.00133253 -0.00495934 -0.00254538 -0.00120261 -0.000846623 0.00559081 -0.00352138 0.0125233 0.0199488 -0.0045972 0.00407175 0.00860423 0.013933 -0.00655257 -0.00122021 -0.00239298 0.00162041 -0.0131855 -0.00018366 -0.00501359 -0.00737264 -0.00357549 -0.0041441 0.00245297 -0.00340113 internal_weight=324654 6422.56 632.505 223.896 408.608 367.413 125.511 116.034 5790.06 5240.48 287.444 124.197 163.247 86.8985 549.573 76.3484 65.4349 52.4256 114.513 4953.04 2323.83 528.87 45.6631 2629.21 298.023 253.271 1794.96 1640.25 154.71 1503.76 internal_count=1411567 30833 2761 935 1826 1660 666 626 28072 24285 1617 713 904 454 3787 450 375 303 658 22668 10895 2698 303 11773 1404 1219 8197 7387 810 6785 is_linear=0 shrinkage=0.03 Tree=507 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 1 2 2 0 2 0 2 0 3 0 0 1 0 1 3 2 2 2 1 1 2 2 0 split_gain=4.94195 8.48615 10.5988 13.9985 11.3182 7.89958 9.44388 10.2481 7.34853 13.1466 18.8553 13.9349 10.6024 10.5241 11.2424 9.90481 7.79207 11.2457 6.71885 6.5895 6.30052 11.5393 11.5241 8.41182 8.2118 9.82924 7.83574 6.44022 10.4919 7.28065 threshold=10.500000000000002 21.500000000000004 32150.583984375004 72077.554687500015 16278.651855468752 4784.4965820312509 3985.294067382813 12.500000000000002 303.00918579101568 525.24191284179699 33.500000000000007 317.97758483886724 32.500000000000007 377.98133850097662 47.500000000000007 1.247500002384186 68.500000000000014 43.500000000000007 16.500000000000004 67.500000000000014 18.500000000000004 1.247500002384186 1192.975524902344 661.81594848632824 2320.079467773438 43.500000000000007 23.500000000000004 1750.7693481445315 2760.058227539063 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 4 -4 5 6 7 -2 12 10 11 -10 -3 15 -15 -12 17 -17 -13 -16 21 22 23 -11 25 26 -22 29 -29 -23 right_child=1 8 3 -5 -6 -7 -8 -9 9 20 13 18 -14 14 19 16 -18 -19 -20 -21 24 27 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=3.3804377908012653e-05 0.0070441775538461959 0.017545672255318123 0.012916669220562001 -0.003161167076917647 -0.015288323828521735 0.0044616075719696004 -0.033725194694786423 -0.010837299615564726 0.030804330078467463 0.0097076698482024097 -0.022747606486016998 -0.001589634366425594 -0.005263960156299821 0.032764513304927308 -0.0027943454773169531 -0.00033433534609055113 -0.012565436794738066 0.02736419812627516 -0.017443623429860937 0.018832473529490485 0.00053460993675586419 -0.00042550876253838091 0.0029262208320350309 -0.020295400526787934 0.00042078767108446479 0.0080883520393028475 -0.010789157152639981 -0.012002667329958593 -0.0033014713342995388 0.017475952298204093 leaf_weight=318231.44631363475 54.195289060473442 18.999273985624313 151.59470230340958 71.832602649927139 41.205934628844261 241.77194263041019 9.4091317504644376 61.669285833835602 9.8536626845598203 11.16094660758972 10.754347540438173 79.619439259171486 528.92448890954256 33.704914003610611 20.346601873636246 26.559167370200157 12.925924584269522 26.211587935686111 34.47513684630394 33.649781331419945 80.872391775250435 130.63238883018494 483.65744218975306 34.122152306139469 2331.2089980309829 44.746035423129797 171.89307288080454 136.00975552201271 1502.7025067694485 24.241739585995674 leaf_count=1380734 275 102 644 291 166 994 40 351 55 66 75 454 3685 180 124 165 72 138 204 150 411 690 2395 237 10369 185 808 602 6785 120 internal_value=1.71809e-05 -0.000806961 0.00249471 0.00774759 -0.000380085 0.00129357 -0.00482058 -0.0024733 -0.00116734 -0.000821632 0.00540818 -0.00342402 -0.00447304 0.0120772 0.0191694 0.0039414 0.00831031 0.0134237 -0.00638012 0.0106832 -0.00118413 -0.00232266 0.00157128 -0.0129005 -0.000178216 -0.00487183 -0.00716611 -0.003471 -0.00402365 0.00237653 internal_weight=324650 6418.95 631.679 223.427 408.252 367.046 125.274 115.865 5787.27 5239.35 288.101 123.948 547.924 164.152 87.7013 76.451 65.6967 52.7708 114.095 53.9964 4951.25 2322.53 528.941 45.2831 2628.72 297.512 252.765 1793.59 1638.71 154.874 internal_count=1411567 30833 2761 935 1826 1660 666 626 28072 24285 1617 713 3787 904 454 450 375 303 658 274 22668 10895 2698 303 11773 1404 1219 8197 7387 810 is_linear=0 shrinkage=0.03 Tree=508 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 1 2 2 0 2 3 2 0 0 1 1 2 3 2 1 3 2 2 2 0 2 1 1 split_gain=4.65473 7.9925 9.99805 13.2215 10.6482 7.44205 8.96783 9.67495 6.94477 12.3462 17.6372 12.9641 10.0251 9.78427 12.1283 7.37404 6.53496 6.41602 6.21102 7.90222 6.3354 5.93369 10.8663 10.9661 10.3988 7.8783 8.25074 7.73985 9.26348 7.40951 threshold=10.500000000000002 21.500000000000004 32150.583984375004 72077.554687500015 16278.651855468752 4784.4965820312509 3985.294067382813 12.500000000000002 303.00918579101568 525.24191284179699 33.500000000000007 317.97758483886724 2.1755000352859502 370.10404968261724 47.500000000000007 67.500000000000014 20.500000000000004 16.500000000000004 142.45086669921878 1.1980000138282778 282.77769470214849 18.500000000000004 1.247500002384186 2267.636352539063 2855.797973632813 2629.156860351563 53.500000000000007 2320.079467773438 43.500000000000007 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 2 4 -4 5 6 7 -2 12 10 11 -10 18 -12 16 -16 -15 -13 -3 20 -20 22 23 -11 25 26 -25 28 29 -23 right_child=1 8 3 -5 -6 -7 -8 -9 9 21 13 17 -14 14 15 -17 -18 -19 19 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=3.2790286579315328e-05 0.0068111904399168529 0.0035566261232015143 0.012566909731147744 -0.0030671404222500018 -0.01482774500837831 0.0043300864900471525 -0.03296565669014187 -0.010570993716194917 0.029393581169010929 -0.0049653932585053909 0.0029731918722634295 -0.0015432994583359709 0.018188136506545931 0.040479478213798166 -0.0038745739468303941 0.017755606740705927 0.013457291163277952 -0.017091751332805324 -0.010506366359830167 -0.0037965380380342796 -0.034512435066239161 0.00051845459129052241 -0.0033695920859684154 0.012529659354731243 0.00090815754787052926 0.024990843085847363 -0.008566903851791834 0.00040815976283884624 0.0078468779891397184 -0.010497496452517468 leaf_weight=318231.19086921285 54.365015938878059 65.584427528083324 151.14633011817932 71.813958257436752 41.211201593279839 241.64397762715816 9.3382200300693494 61.331373155117035 10.014266029000281 162.42210810631514 68.37729424238205 79.550640791654587 17.200188554823399 24.243986204266548 22.852636657655239 37.398998618125916 12.061983093619345 34.134552150964737 124.22550933808088 328.57764460146427 10.750272236764429 80.890359200537205 1792.1951984390616 66.089878767728806 248.14970000833273 30.021784514188766 22.318857848644257 2331.2329549444839 44.739424902945757 171.37679904699326 leaf_count=1380734 275 394 644 291 166 994 40 351 55 801 403 454 87 131 141 167 62 204 964 2246 96 411 8197 266 1416 122 93 10369 185 808 internal_value=1.66616e-05 -0.000783407 0.00242302 0.00753129 -0.00036925 0.00125575 -0.00468577 -0.00240321 -0.0011331 -0.000797391 0.00523384 -0.00332932 -0.00435177 0.0116561 0.0178049 0.00955157 0.0315019 -0.0062118 -0.00508445 -0.00630701 -0.0124184 -0.00114911 -0.00225442 0.00152366 0.00439879 0.0117128 0.00720381 -0.000172933 -0.00473398 -0.00696519 internal_weight=324646 6415.26 630.85 222.96 407.89 366.679 125.035 115.696 5784.41 5238.07 288.634 123.699 546.338 164.935 96.5576 60.2516 36.306 113.685 529.138 463.553 134.976 4949.44 2321.2 529.002 366.58 118.431 88.4087 2628.24 297.007 252.267 internal_count=1411567 30833 2761 935 1826 1660 666 626 28072 24285 1617 713 3787 904 501 308 193 658 3700 3306 1060 22668 10895 2698 1897 481 359 11773 1404 1219 is_linear=0 shrinkage=0.03 Tree=509 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 2 1 2 2 0 2 0 2 3 0 1 0 0 1 3 2 2 2 1 1 2 2 2 3 split_gain=4.38414 7.52767 9.43122 12.4875 10.019 7.01101 8.51932 9.13361 6.56678 11.5955 16.4963 12.0716 9.58157 9.14741 10.9121 7.97479 6.12575 5.89855 9.11761 5.58864 10.2333 10.634 8.05966 7.29489 8.73015 7.00599 6.07071 9.94289 6.80287 17.5022 threshold=10.500000000000002 21.500000000000004 32150.583984375004 72077.554687500015 16278.651855468752 4784.4965820312509 3985.294067382813 12.500000000000002 303.00918579101568 525.24191284179699 33.500000000000007 317.97758483886724 32.500000000000007 397.09068298339849 1.247500002384186 47.500000000000007 16.500000000000004 68.500000000000014 43.500000000000007 18.500000000000004 1.247500002384186 1192.975524902344 661.81594848632824 2320.079467773438 43.500000000000007 23.500000000000004 1750.7693481445315 2760.058227539063 3645.8532714843755 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 2 4 -4 5 6 7 -2 12 10 11 -10 -3 14 -12 -15 -13 18 -16 20 21 22 -11 24 25 -21 -22 -28 29 -29 right_child=1 8 3 -5 -6 -7 -8 -9 9 19 13 16 -14 15 17 -17 -18 -19 -20 23 26 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=3.1806587845460237e-05 0.0065867241892821424 0.016569945413158548 0.012226546933906653 -0.0029759015812509267 -0.014382695141705903 0.0042024141929036954 -0.032234129372353114 -0.010310210627348963 0.028077717577859072 0.009540125422659914 -0.020623235386236217 -0.0014982779888566636 -0.0049960648951990249 0.030468995253530431 0.0020397750266799575 0.010984950501392589 -0.016745251123396643 -0.0073598039543500363 0.025944661885364696 0.00050279099425619748 0.0024074471208323485 0.0027715670441646766 -0.019857244379681296 0.00039591097710128543 0.0076128029526735799 -0.01021332133431656 -0.011594380642753706 0.01062278562184631 -0.0038846302924092401 -0.0074250880182353375 leaf_weight=318230.94321249588 54.528627350926399 19.21949365735054 150.70017379522324 71.795539274811745 41.211804494261742 241.51767385005951 9.2647559046745283 61.00126713514328 10.166681617498396 11.190297111868857 13.193675786256788 79.483837068080902 525.42236460745335 31.025439962744713 30.082367613911629 48.399984002113342 33.800763472914696 15.574964776635168 27.475133210420609 80.907779075205326 154.78280401229858 484.16072018444538 33.583136692643166 2331.2560356422327 44.731716956943274 170.86864486336708 135.40148329734802 102.81940092146397 1306.4062549695373 91.302728116512299 leaf_count=1380734 275 102 644 291 166 994 40 351 55 66 93 454 3685 159 184 242 204 84 142 411 810 2395 237 10369 185 808 602 437 5950 398 internal_value=1.61585e-05 -0.000760553 0.00235341 0.00732098 -0.000358732 0.00121903 -0.00455478 -0.00233507 -0.0010999 -0.000773827 0.00506503 -0.00323718 -0.00423504 0.0112485 0.00448844 0.0185959 -0.00604752 0.00901878 0.0134508 -0.00111514 -0.00218831 0.00147801 -0.0125099 -0.000167805 -0.00459995 -0.00676972 -0.00327125 -0.00380854 -0.00310598 0.00213421 internal_weight=324642 6411.28 630.02 222.496 407.524 366.312 124.795 115.53 5781.26 5236.61 289.203 123.451 544.642 165.752 86.3261 79.4254 113.285 73.1325 57.5575 4947.41 2319.65 528.934 44.7734 2627.76 296.508 251.776 1790.71 1635.93 1500.53 194.122 internal_count=1411567 30833 2761 935 1826 1660 666 626 28072 24285 1617 713 3787 904 503 401 658 410 326 22668 10895 2698 303 11773 1404 1219 8197 7387 6785 835 is_linear=0 shrinkage=0.03 Tree=510 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 0 2 1 1 0 2 2 0 2 2 0 1 2 2 2 0 1 3 1 3 2 0 2 2 2 split_gain=2.52919 7.09211 4.11051 5.73092 6.52702 10.3303 6.05399 5.73067 4.56047 4.39596 3.99453 2.97257 2.92956 8.08838 6.98312 7.59946 5.91706 5.11471 13.2727 5.38699 8.91892 6.4587 10.0421 4.72532 5.28276 4.59017 4.2764 3.68708 6.17161 5.3459 threshold=32.500000000000007 37.500000000000007 45803.917968750007 1.0619999766349795 9759.5722656250018 50.500000000000007 2215.613159179688 42.500000000000007 44.500000000000007 89.500000000000014 54578.230468750007 3912.1914062500005 59.500000000000007 877.87664794921886 1850.3489990234377 58.500000000000007 49.500000000000007 10727.411621093752 8492.8930664062518 2966.459106445313 56.500000000000007 37.500000000000007 1.1054999828338625 42.500000000000007 1.247500002384186 2534.145385742188 47.500000000000007 3501.286010742188 3309.9538574218755 4406.9799804687509 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 -3 -8 12 -4 -2 14 -14 -5 17 -15 18 19 20 21 25 -23 26 -25 -16 -21 28 -18 -29 right_child=1 2 10 9 -6 -7 8 -9 -10 -11 -12 -13 13 16 15 -17 27 -19 -20 23 -22 22 -24 24 -26 -27 -28 29 -30 -31 leaf_value=8.847547498267383e-07 0.024582316283300466 -0.0090598786956403304 0.025030575991398112 -0.012036755932033169 0.019882295874086974 0.021756074473731877 -0.0012526403942128778 0.018128640162830365 -0.021504248127212966 -0.012454869293692933 0.0048621456404906466 0.0080934089128606931 0.022252366885900571 0.0056387645021831667 -0.016444975462775277 -0.018943704247231082 -0.00064993100287067545 0.0065460730558426286 -0.026225896465945732 -0.0042399010904630293 -0.01697892972640256 -0.0075534289505789437 0.015699227940859792 -0.029395024237920491 -0.0031789247747335049 0.0058293997005098609 0.014545677696568421 0.0099272235007372457 -0.027747005905923494 -0.0031866702092790931 leaf_weight=323614.7236515322 13.043130800127981 11.32443004101515 10.062527175992726 52.63216258585453 25.839601695537567 20.073387816548347 22.739847406744957 18.17500114440918 17.873868867754936 26.91169998049736 72.639758227393031 40.067026942968369 16.685652449727058 140.68122060596943 15.888535678386686 18.889510720968246 18.347364529967312 95.338014587759972 18.269839659333229 65.895964086055756 16.231863155961037 21.490810260176659 75.226870402693748 13.069796144962313 14.696691542863844 17.494579061865807 13.069175556302069 34.681969046592712 12.872037544846533 144.71116632223129 leaf_count=1406808 56 48 50 277 106 85 100 78 77 171 517 168 70 584 65 77 77 392 77 275 65 88 307 55 60 72 55 143 52 605 internal_value=5.73269e-06 0.00145179 0.000901493 0.000342548 0.00658912 0.00278045 -0.00265227 0.00769134 -0.0101653 -0.000527429 0.00731607 0.0121429 -0.000129267 0.0018442 -0.00178651 -0.000387275 0.000874858 0.000568679 -0.00153158 0.000251209 0.00398934 0.00660542 0.0105325 -0.0048739 -0.0155189 -0.00477198 -0.00113078 -0.00230725 -0.0118223 -0.000651369 internal_weight=324700 1084.92 1031.81 949.111 116.026 90.1865 70.1131 29.4994 40.6137 833.085 82.7023 53.1102 806.173 367.979 438.194 385.562 351.294 366.672 271.334 253.064 146.333 130.101 96.7177 106.732 27.7665 33.3831 78.9651 210.613 31.2194 179.393 internal_count=1411660 4852 4628 4061 494 388 303 126 177 3567 567 224 3396 1531 1865 1588 1461 1511 1119 1042 597 532 395 445 115 137 330 877 129 748 is_linear=0 shrinkage=0.03 Tree=511 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 0 2 1 1 0 2 2 1 1 1 1 0 2 2 0 1 2 2 2 0 1 3 1 3 2 split_gain=2.38195 6.68535 3.8733 5.3959 6.16252 9.73286 5.69624 5.38145 4.29625 4.1668 3.7897 2.80123 2.78126 4.3748 3.16797 5.44595 2.75853 7.58866 6.60893 7.14275 5.56973 4.81638 12.5376 5.07178 8.3972 6.08633 9.47142 4.45441 4.99495 4.31682 threshold=32.500000000000007 37.500000000000007 45803.917968750007 1.0619999766349795 9759.5722656250018 50.500000000000007 2215.613159179688 42.500000000000007 44.500000000000007 89.500000000000014 54578.230468750007 3912.1914062500005 41.500000000000007 45.500000000000007 69.500000000000014 88.500000000000014 59.500000000000007 877.87664794921886 1850.3489990234377 58.500000000000007 49.500000000000007 10727.411621093752 8492.8930664062518 2966.459106445313 56.500000000000007 37.500000000000007 1.1054999828338625 42.500000000000007 1.247500002384186 2534.145385742188 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 -3 -8 16 -4 -2 -12 -14 -15 -16 18 -18 -5 21 -19 22 23 24 25 29 -27 -25 -29 -20 right_child=1 2 10 9 -6 -7 8 -9 -10 -11 12 -13 13 14 15 -17 17 20 19 -21 -22 -23 -24 27 -26 26 -28 28 -30 -31 leaf_value=8.5822508401184696e-07 0.023883396841746913 -0.0087953198704733455 0.024411291197415315 -0.011733932862706334 0.019329592501389315 0.021130915526701446 -0.0012152187137704177 0.017547889113177308 -0.020876482927476264 -0.012165574797277741 -0.0057205198504043705 0.0078638704635581903 0.031629448725157244 -0.0046645711789829666 0.021430728090414283 -0.0046376342514287345 0.021531645826432612 0.0054721718568701066 -0.015942805240363313 -0.018355820790849166 -0.002238473082389239 0.0063548386001863648 -0.025534221057139504 -0.0010965701808782478 -0.016473498739555944 -0.0073200948188263393 0.015259334053641502 -0.028592353622730941 -0.0030830107670365651 0.0056597301930709741 leaf_weight=323614.71806083666 13.02239006757736 11.315251655876638 10.009085290133951 52.374709725379944 25.781972780823708 20.047629624605179 22.736936017870903 18.212621882557869 17.859221756458282 26.727926835417747 17.445037115365267 40.000470921397209 6.262903004884719 18.794779274612665 18.086251646280292 11.996625942178069 16.726202324032784 140.61613710224628 15.897187799215315 18.909337043762207 210.57098476588726 95.261958047747612 18.202813103795052 78.985447645187378 16.228037521243095 21.510270014405251 75.075941398739815 13.034139633178713 14.699257075786589 17.478711500763893 leaf_count=1406808 56 48 50 277 106 85 100 78 77 171 78 168 28 91 107 213 70 584 65 77 877 392 77 330 65 88 307 55 60 72 internal_value=5.56065e-06 0.00140958 0.000875226 0.000332502 0.00639552 0.00269739 -0.00257253 0.00745302 -0.00986468 -0.000512181 0.00710613 0.0117983 0.00471985 0.00802292 0.00499811 0.011035 -0.000125534 0.00178917 -0.00173512 -0.000375896 0.000848887 0.000552087 -0.00148686 0.000243923 0.00387371 0.00641441 0.0102308 -0.00472839 -0.0150719 -0.00462972 internal_weight=324699 1083.87 1030.85 948.253 115.954 90.1717 70.124 29.5279 40.5962 832.299 82.5947 53.0229 72.5856 55.1406 48.8777 30.0829 805.571 367.913 437.658 385.283 351.187 366.374 271.112 252.909 146.19 129.962 96.5862 106.719 27.7334 33.3759 internal_count=1411660 4852 4628 4061 494 388 303 126 177 3567 567 224 517 439 411 320 3396 1531 1865 1588 1461 1511 1119 1042 597 532 395 445 115 137 is_linear=0 shrinkage=0.03 Tree=512 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 0 2 1 1 0 2 1 2 1 1 1 1 0 2 2 0 1 2 2 2 0 1 3 1 3 split_gain=2.24385 6.30191 3.65978 5.08102 5.81912 9.17144 5.3601 5.05448 4.04833 3.94911 3.59017 2.64525 2.64097 2.62801 4.1542 3.00365 5.1891 2.59741 7.12236 6.25407 6.71482 5.24251 4.54769 15.4145 4.98108 7.90679 5.73576 8.93377 4.65545 5.06216 threshold=32.500000000000007 37.500000000000007 45803.917968750007 1.0619999766349795 9759.5722656250018 50.500000000000007 2215.613159179688 42.500000000000007 44.500000000000007 89.500000000000014 54578.230468750007 47.500000000000007 3912.1914062500005 41.500000000000007 45.500000000000007 69.500000000000014 88.500000000000014 59.500000000000007 877.87664794921886 1850.3489990234377 58.500000000000007 49.500000000000007 10240.441894531252 8871.7465820312518 2966.459106445313 56.500000000000007 37.500000000000007 1.1054999828338625 42.500000000000007 1.247500002384186 decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -3 -8 17 -4 -6 -2 -12 -15 -16 -17 19 -19 -5 22 -20 23 24 25 26 -21 -28 -26 -30 right_child=1 2 10 9 11 -7 8 -9 -10 -11 13 -13 -14 14 15 16 -18 18 21 20 -22 -23 -24 -25 28 -27 27 -29 29 -31 leaf_value=8.3248016365056949e-07 0.023208828649228682 -0.0085385820512395363 0.0238086081075807 -0.011437856185552386 0.0094223023054084871 0.020526948913150208 -0.0011789116937307147 0.016989131962482612 -0.020270177935097063 -0.011881640131559875 -0.0055425847964307735 0.028670296036702108 0.0076407058434195523 0.030911384157227981 -0.0045200577655369004 0.021008283622071758 -0.004509882519311525 0.020840432478095389 0.0053105022036997653 -0.0044919750818211528 -0.017789722615203878 -0.002171123432723931 0.0060510570599712531 -0.033172293969512004 -0.0010337507129853664 -0.015985228040488297 -0.0070943586357535803 0.014832643700060688 -0.028392358995371087 -0.0029900200313816689 leaf_weight=323614.71239533555 12.999211341142653 11.305957265198233 9.9554000571370107 52.122428953647614 13.197199657559395 20.018803894519806 22.734098702669144 18.246735215187073 17.841869473457336 26.548400145024061 17.464621439576149 12.524241849780083 39.934725150465965 6.2168386727571479 18.813518173992634 17.899298962205652 11.966821116395293 16.761967211961746 140.55106443166733 33.366702824831009 18.925473853945732 210.58964759111404 98.39405982196331 13.143451020121573 80.18167482316494 16.222098976373672 21.528581812977791 74.920951321721077 13.584165677428247 14.701678186655043 leaf_count=1406808 56 48 50 277 54 85 100 78 77 171 78 52 168 28 91 107 213 70 584 137 77 877 405 56 335 65 88 307 58 60 internal_value=5.39402e-06 0.00136887 0.000849929 0.000322745 0.00620828 0.0026171 -0.00249541 0.00722301 -0.00957363 -0.000497358 0.00691748 0.0187945 0.0114638 0.00459361 0.00781831 0.00486911 0.0107836 -0.000121908 0.00173553 -0.00168533 -0.000364897 0.000823546 0.000536015 -0.00149144 0.000144654 0.00376167 0.00622928 0.0099383 -0.00472522 -0.0151894 internal_weight=324697 1082.66 1029.73 947.411 115.869 90.1475 70.1287 29.5527 40.576 831.542 82.3165 25.7214 52.9339 72.3611 54.8965 48.6796 29.8661 804.994 367.903 437.091 384.969 351.141 366.043 267.649 254.506 146.038 129.816 96.4495 108.468 28.2858 internal_count=1411660 4852 4628 4061 494 388 303 126 177 3567 567 106 224 517 439 411 320 3396 1531 1865 1588 1461 1511 1106 1050 597 532 395 453 118 is_linear=0 shrinkage=0.03 Tree=513 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 1 3 2 2 3 0 0 2 2 2 2 2 2 1 1 0 2 3 3 2 2 3 2 2 3 split_gain=2.22144 29.5432 73.8147 90.8795 42.8859 41.5317 31.3541 28.1998 25.8742 58.3701 28.6688 44.5632 74.5828 40.1506 39.7534 50.0193 36.0777 47.9098 27.9359 25.7243 23.854 23.6438 30.7597 24.3327 165.787 105.709 49.3997 59.2682 41.051 63.079 threshold=5922.5739746093759 2.3904999494552617 11465.855468750002 1.532000005245209 7602.1542968750009 1.0000000180025095e-35 1.1054999828338625 8322.3417968750018 12812.083496093752 5.4584999084472665 15.500000000000002 12.500000000000002 14858.619628906252 18647.261718750004 16278.651855468752 15542.858398437502 42648.800781250007 68839.980468750015 -18.499999999999996 -1.4999999999999998 67.500000000000014 12538.349609375002 5.0659999847412118 3.653500080108643 8322.3417968750018 9078.9726562500018 5.0659999847412118 10470.297851562502 7602.1542968750009 3.0835000276565556 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 -5 9 21 11 12 -10 18 15 -13 -16 -18 -12 -8 -7 23 -23 25 -25 28 -26 -28 29 -3 right_child=1 8 -4 5 -6 20 19 -9 10 -11 13 14 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 24 26 -27 27 -29 -30 -31 leaf_value=6.5986775756814162e-05 0.0015860441670302698 0.0057271965991826951 0.00011627808017895465 0.00079570458924730877 0.00071656908082315168 -0.010980832228178633 0.0021690620458221371 -0.0065909022975802461 -0.0070494339972755008 -0.0013557985108557226 -0.034470999447038506 0.0039966597082692562 0.00021985055938942836 -0.0004912092645366216 -0.0057883471359492641 0.017082855772681014 0.0076492675185905147 -0.00097879273476230788 -0.0039281875043818693 -0.0077789311197477718 0.0075894067359066238 -0.0024687959215671279 0.019020750532615829 -0.0049250489678085716 0.004611861866707462 -0.0080917148261560254 -0.0086364956878998925 0.0032578228429094962 0.0082739208516402554 -0.00055804888588611361 leaf_weight=203004.51798220398 624.05335761606693 3143.614856146276 22743.095851413906 743.64448638260365 4760.0786807388067 1594.0433067083359 277.11024788022041 1242.1013099104166 1322.8824884239584 6946.7023451728746 27.197361759841442 2447.9133236072958 31942.890007695416 20237.17932886444 657.13306126743555 294.50399891659617 901.16705220192671 1621.2744957506657 2984.2367476336658 1501.8913034722209 64.78417506814003 96.149578526616096 159.21458074450493 3183.3170714601874 5627.7479601800442 709.4496112242341 618.43300381302834 965.93667145818472 1606.6030234396458 2647.2684189379215 leaf_count=877110 2778 12983 93684 3045 19811 6612 1139 5054 6806 30465 117 10482 159742 83799 2705 1419 3694 6615 12217 6731 260 394 666 13096 23240 2909 2559 4014 6625 10889 internal_value=5.23235e-06 -9.61175e-05 -0.000853747 -0.00289501 -0.00093274 -0.00675171 -0.00419976 -0.00382468 0.000192274 0.000993365 -0.000137526 0.000357617 -6.92276e-05 -0.000972138 0.00275534 0.00540197 0.000472598 0.00210367 -0.00420403 -0.00622936 -0.0102556 0.00186335 0.0109295 0.00173822 0.000777472 0.00297018 0.00329448 -0.00138493 0.00403106 0.00285393 internal_weight=324696 121692 33550.8 10807.7 7163.13 3644.57 2403.05 1985.75 88140.8 25704.4 62436.4 39187.8 33265.8 23248.6 5921.99 2742.42 3179.57 2522.44 3011.43 1779 1658.83 18757.7 255.364 18502.4 10395.4 8106.94 7212.12 1584.37 7397.49 5790.88 internal_count=1411660 534550 139114 45430 30459 14971 10648 8099 395436 107840 287596 191463 166548 96133 24915 11901 13014 10309 12334 7870 6872 77375 1060 76315 42909 33406 29813 6573 30497 23872 is_linear=0 shrinkage=0.03 Tree=514 num_leaves=31 num_cat=0 split_feature=1 0 2 3 2 0 2 1 1 0 2 1 1 1 0 1 0 2 2 2 0 2 1 1 3 2 2 2 2 2 split_gain=2.09592 5.95001 3.48005 4.78586 5.49071 8.64472 5.04766 4.12855 3.81724 3.71624 3.4002 2.57725 2.56106 2.55517 7.18107 5.8217 4.80683 6.35551 11.4213 5.19886 5.10812 6.49052 6.72245 5.32993 8.01611 4.55048 3.96848 3.3322 3.23118 2.73633 threshold=32.500000000000007 37.500000000000007 45803.917968750007 1.0619999766349795 9759.5722656250018 50.500000000000007 2215.613159179688 43.500000000000007 44.500000000000007 89.500000000000014 54578.230468750007 49.500000000000007 31.500000000000004 68.500000000000014 76.500000000000014 76.500000000000014 60.500000000000007 10240.441894531252 8871.7465820312518 1383.2932128906252 56.500000000000007 2966.459106445313 41.500000000000007 37.500000000000007 1.1054999828338625 877.87664794921886 2534.145385742188 207.81653594970706 11977.758300781252 2760.058227539063 decision_type=2 2 2 2 2 2 2 2 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 7 -3 -8 13 -4 -11 -1 16 -15 -16 17 18 19 27 21 23 -23 26 -25 -18 -21 -5 -17 -22 right_child=1 2 10 9 -6 -7 8 -9 -10 11 -12 -13 -14 14 15 28 25 -19 -20 20 29 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=1.9100095629424801e-06 0.011141318146552212 -0.006092254780509415 0.023230845611735957 -0.00050614938561344581 0.018265992145454813 0.01993906186134348 -0.0011492903139961846 0.016596151777292917 -0.019693290254680931 -0.018917143935642006 0.0044835963862803101 0.00041056423240071823 -0.0057552435443396386 -0.019053415048520612 0.016586159511209914 -0.019385510915598796 0.019872681610538161 0.0046599440318980502 -0.030763885863205005 -0.014191601651757309 -0.020618290862650074 -0.00049804305129575062 -0.019386762395677212 -0.0066057349707924623 0.01327003741997153 0.0025764511698351681 0.0056238134638975177 -0.01820688429500535 0.0036402896556247148 -0.0053332444876299234 leaf_weight=323531.43591801217 52.842557474970818 12.510025016963484 9.9021970704197866 14.474454432725905 25.650555178523064 19.987175613641739 22.73220120370388 17.064325600862503 17.823702245950699 16.345991566777233 72.14285496622324 10.012662105262278 69.556965872645378 23.434193968772888 14.99369156360626 10.77687804400921 14.439217075705526 113.61483715474606 13.306437984108923 18.970882743597031 13.221751585602759 69.420858755707741 22.438816472887993 23.76931793987751 78.825442582368851 263.75944572687149 17.475318402051926 28.258872158825397 11.170022770762442 51.987021893262863 leaf_count=1406503 224 53 50 77 106 85 100 73 77 100 517 71 305 96 62 48 60 470 57 79 53 291 95 97 325 1090 72 160 54 210 internal_value=5.07866e-06 0.00132364 0.000819229 0.000305441 0.00601991 0.00253425 -0.00242613 0.0069989 -0.0092991 -0.000490942 0.00674624 -0.0115753 6.72528e-07 -0.000127702 -0.00606324 0.0021774 0.000353985 -0.00150969 -0.00350021 -0.00242956 -0.00101789 0.00107606 -0.00511204 0.00516433 0.00866519 0.00347417 -0.00469046 -0.0122114 -0.00766637 -0.00843245 internal_weight=324682 1081.35 1028.51 946.464 115.768 90.1174 70.1303 29.5744 40.5559 830.696 82.0451 26.3587 323601 804.337 60.3748 36.9406 743.963 465.764 352.149 338.843 296.109 230.901 91.8597 139.041 102.595 278.199 36.4462 42.7333 21.9469 65.2088 internal_count=1411660 4852 4628 4061 494 388 303 126 177 3567 567 171 1406808 3396 260 164 3136 1986 1516 1459 1222 959 386 573 422 1150 151 237 102 263 is_linear=0 shrinkage=0.03 Tree=515 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 1 0 2 0 2 2 2 1 2 2 3 1 2 1 0 2 1 1 2 0 1 3 split_gain=2.3933 5.96582 21.8816 58.526 39.9714 32.0576 17.2873 23.6808 39.7652 29.7029 23.3141 17.1221 15.8971 15.8834 15.8246 16.1737 15.5388 13.7954 30.1572 13.7354 16.3225 31.4346 14.4313 10.425 10.3349 12.7434 11.5205 11.8859 23.3328 11.1062 threshold=1.1054999828338625 249.38574218750003 1148.2519531250002 857.34472656250011 1850.3489990234377 525.24191284179699 498.67184448242193 397.09068298339849 1.0000000180025095e-35 51.500000000000007 342.58499145507818 48.500000000000007 245.54866027832034 877.87664794921886 1499.682556152344 2.5000000000000004 2127.8171386718755 478.39485168457037 1.0619999766349795 -2.4999999999999996 1608.1567382812502 1.0000000180025095e-35 50.500000000000007 149.63704681396487 1.0000000180025095e-35 -7.4999999999999991 152.24964904785159 49.500000000000007 -2.4999999999999996 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 12 3 5 14 6 7 8 9 10 -3 -7 23 -5 15 -4 -6 -9 -19 -16 21 22 -21 -1 25 -25 -27 -28 -29 -26 right_child=-2 2 4 13 16 11 -8 17 -10 -11 -12 -13 -14 -15 19 -17 -18 18 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14.511033788323401 515.02376869320869 197.74026599526405 24.865680888295174 15431.256476804614 125.15271456539631 84.016804322600365 36.611370086669922 973.22397311031818 89.455429330468178 21.946740716695786 88.77390019595623 232.57481419295073 509.29440748691559 410.25903362035751 121.66697080433369 382.85669124126434 1419.4488901123405 leaf_count=15688 1289390 511 987 125 5373 519 883 1140 1498 217 219 1432 60 2530 961 112 71101 555 351 150 3983 391 91 484 969 2052 1685 519 1540 6175 internal_value=2.71479e-05 -0.000241827 -0.000497715 -0.00334805 -0.00016011 -0.000509952 -0.00307371 -0.00146983 -0.00590753 0.00328003 -0.00250911 0.00640349 0.000527568 -0.0119115 0.00440824 0.0112283 -0.000590467 0.00336873 -0.00239414 0.00308265 0.001797 -0.00748456 0.00960318 0.000460553 0.00171878 -7.26696e-05 -0.000760121 -0.00277345 -0.00585711 0.00335932 internal_weight=324670 27271.7 20465.3 2167.29 18298 1627.81 1187.45 992.579 517.736 233.095 180.383 440.352 6806.42 539.488 1575.34 256.365 16722.7 474.843 209.17 1318.98 1121.24 148.014 58.5581 6791.91 3164.87 1512.85 1424.08 914.783 504.524 1652.02 internal_count=1411691 122301 93129 9980 83149 7325 5374 4491 2445 947 730 1951 29172 2655 6675 1099 76474 2046 906 5576 4615 632 241 29112 13424 6280 5796 3744 2059 7144 is_linear=0 shrinkage=0.03 Tree=516 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 2 2 2 0 0 2 0 0 0 0 0 3 0 0 2 0 0 0 2 0 1 2 0 2 split_gain=2.37998 14.2554 32.7475 42.1995 30.0425 39.1525 20.0431 13.6546 13.5445 17.2841 13.2952 12.2726 27.1274 46.9385 23.0628 24.319 25.3839 18.2048 18.3247 17.524 16.9339 60.2994 23.1607 16.864 39.2121 77.8397 29.3975 24.102 23.0292 26.0954 threshold=931.96960449218761 1499.682556152344 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 1148.2519531250002 1421.1920166015627 1148.2519531250002 28.500000000000004 31.500000000000004 685.50308227539074 41.500000000000007 49.500000000000007 55.500000000000007 60.500000000000007 58.500000000000007 4.7190001010894784 4.5000000000000009 38.500000000000007 756.59011840820324 26.500000000000004 37.500000000000007 25.500000000000004 410.89489746093756 31.500000000000004 1.0000000180025095e-35 377.98133850097662 79.500000000000014 478.39485168457037 decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 -2 -8 9 -7 -10 17 19 -14 -15 16 -16 23 -19 20 21 -13 -22 27 -25 26 -26 -1 -27 -30 right_child=1 -3 3 -5 -6 8 7 -9 10 -11 -12 12 13 14 15 -17 -18 18 -20 -21 22 -23 -24 24 25 28 -28 -29 29 -31 leaf_value=0.0023017008596541415 -0.012625979274045534 1.4508825797291072e-05 0.0029991955731693523 -0.00085324173366957401 0.0055211037376640222 0.0135907299951933 -0.0024934304142527441 0.0096233454344059471 -0.0043334279491809534 -0.0058832076046235393 0.0030353622248915422 -0.00065022482790515765 -0.0094136293814069336 0.0056098550569307947 -0.0024614587324965458 -0.0011799686826095817 -0.020645612306437907 -0.022911125117020145 0.0022683321859761352 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51101 96 1677 internal_value=2.63311e-05 7.78105e-05 0.000952839 0.0014472 0.00264066 0.00161006 -0.00286248 -0.00183172 -0.00217142 -0.00490196 0.000305778 -0.000101828 -0.00103128 -0.00331547 -0.00121877 -0.00245508 -0.0107005 2.58998e-05 0.00208891 -8.04276e-05 -0.000395569 -0.00256617 0.000533269 -7.11915e-05 0.000132999 0.00185362 0.00717578 -0.00102266 0.000544728 -0.00636793 internal_weight=324664 231624 15625.9 13833.4 9108.14 6708.05 1792.44 1621.27 1802.18 857.253 944.924 93039.8 11241 3303.98 2458.64 2081.75 278.814 81798.8 3676.66 7937.06 7559.25 2265.35 5293.9 78122.1 64318.9 10056.6 1985.06 13803.3 8071.58 411.622 internal_count=1411691 1013862 68204 60056 39441 29287 8148 7350 7550 3592 3958 397829 48905 14361 10447 8852 1167 348924 16776 34544 32980 9751 23229 332148 273563 42435 8360 58585 34075 1773 is_linear=0 shrinkage=0.03 Tree=517 num_leaves=31 num_cat=0 split_feature=1 1 2 2 0 2 2 0 0 0 0 2 2 0 2 1 0 0 2 0 2 2 2 0 0 0 0 0 3 0 split_gain=2.27841 4.08267 9.12906 2.46404 2.5911 2.22863 13.4454 30.828 39.6696 28.2924 36.8489 18.8662 12.8621 12.8284 19.8809 12.7076 12.1828 33.7166 24.8545 22.0967 28.6671 35.0478 11.5177 25.4702 44.3753 21.6559 22.9666 23.9877 17.1322 17.2969 threshold=80.000000000000014 75.500000000000014 14212.430175781252 42648.800781250007 92.500000000000014 931.96960449218761 1499.682556152344 10.500000000000002 44.500000000000007 37.500000000000007 27.500000000000004 1148.2519531250002 1421.1920166015627 32.500000000000007 1049.1593017578127 6.5000000000000009 15.500000000000002 21.500000000000004 1421.1920166015627 24.500000000000004 1192.975524902344 957.19903564453136 685.50308227539074 41.500000000000007 49.500000000000007 55.500000000000007 60.500000000000007 58.500000000000007 4.7190001010894784 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 5 -3 -2 -5 22 7 11 9 10 16 -7 -13 -12 -15 -16 18 -18 -9 -19 21 -21 28 -24 -25 -26 27 -27 -1 -30 right_child=3 2 -4 4 -6 6 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2398.7680405825377 1025.4208313971758 1532.8930482007563 88.38509313762188 164.42067749798298 593.40378199517727 18.645113289356232 788.41681817173958 348.04226195812225 147.51337459683418 17.759059324860573 433.01024149358273 86.338161185383797 7936.7236482053995 843.60438901931047 377.03362685441971 152.45501334965229 1802.2788023650646 126.00519268214703 26.102741107344627 3649.846569724381 leaf_count=332148 84 54 80 29 239 798 945175 13929 20614 10154 4292 6933 417 694 2472 92 3415 1467 673 75 1806 372 34544 3914 1595 637 7683 530 152 16624 internal_value=2.55395e-05 2.63446e-05 0.0121175 -0.00781944 -0.00111653 2.54085e-05 7.52349e-05 0.000925143 0.00140491 0.00256231 0.00156216 -0.00277666 -0.00177675 -0.00210662 0.000802305 0.00329037 0.00291007 0.00498756 0.00183395 0.000968805 0.0047844 0.0189199 -9.86064e-05 -0.000999148 -0.00321359 -0.00117588 -0.0023746 -0.010393 2.51169e-05 0.00202663 internal_weight=324657 324624 25.1315 33.3156 19.8903 324599 231562 15622.1 13829.7 9105.12 6706.35 1792.39 1621.28 1801.89 776.47 612.049 4904.46 1673.57 3230.9 885.15 537.107 104.097 93036.6 11238.1 3301.38 2457.77 2080.74 278.46 81798.5 3675.95 internal_count=1411691 1411339 134 352 268 1411205 1013378 68203 60055 39441 29287 8148 7350 7550 3258 2564 21737 7135 14602 3720 2253 447 397827 48903 14359 10445 8850 1167 348924 16776 is_linear=0 shrinkage=0.03 Tree=518 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 2 0 1 1 1 2 0 2 1 0 2 1 1 1 1 1 0 0 1 3 0 2 split_gain=2.16872 5.74251 28.2681 78.7996 19.309 18.0616 26.5678 17.3059 15.2103 15.1191 14.9512 11.1831 10.8092 10.2069 9.85601 9.37754 38.4741 11.5285 8.4804 11.7084 8.03969 7.85067 7.53761 6.85453 7.49352 18.5988 7.77914 6.81208 6.76155 5.92231 threshold=1.1054999828338625 1898.8924560546877 1148.2519531250002 857.34472656250011 2127.8171386718755 525.24191284179699 498.67184448242193 1499.682556152344 877.87664794921886 48.500000000000007 2.5000000000000004 -4.4999999999999991 -21.499999999999996 716.21582031250011 51.500000000000007 1608.1567382812502 1.0000000180025095e-35 50.500000000000007 1383.2932128906252 1.0000000180025095e-35 1.5000000000000002 12.500000000000002 14.500000000000002 -3.4999999999999996 49.500000000000007 51.500000000000007 1.0000000180025095e-35 1.0205000042915346 49.500000000000007 2173.7932128906255 decision_type=2 2 2 2 2 2 2 2 2 2 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 28 6 22 10 -5 -7 18 12 -9 14 27 16 17 -13 -4 -20 -18 29 -1 -8 26 -26 -25 -11 -3 -6 right_child=-2 4 7 8 21 9 23 11 -10 13 -12 15 -14 -15 -16 -17 20 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.00035435336595295009 4.8252133790742372e-05 -0.007506773864057889 0.0053075657472237206 -0.034831882207989578 0.0041882866634686796 -0.0036932184763536859 -0.034189129451456725 -0.016206504670108403 -0.01043579604352868 0.0097135188370350428 0.03292281358298365 0.0022792008032155938 0.013848040382002044 0.0043234625644681078 0.0027469254993678265 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752 183 5264 230 108 121 121 161 1789 447 199 79 245 315 318 2593 68284 internal_value=2.47742e-05 -0.000231302 0.000306552 -0.000386065 -0.000583731 0.000323556 -2.23297e-06 0.00370981 -0.01153 0.0062415 0.0109329 0.00252837 0.0110469 0.00935488 0.0148056 0.00177513 -0.00507843 0.01143 0.00854787 0.0187244 -0.0182075 -0.000316985 0.000270932 -0.0109558 -0.00959023 -0.00246131 -0.0147416 0.0193808 -0.00453885 -0.000422354 internal_weight=324649 27265.2 10793.2 8968.09 16472 8431.21 7991.28 1825.15 536.879 439.929 256.563 1568.59 127.432 334.958 160.779 1441.15 159.761 70.7722 231.458 55.8995 88.9887 15431.2 7796.84 194.441 183.646 77.0365 106.61 116.556 1040.73 15065.9 internal_count=1411691 122301 46869 39152 75432 36497 34546 7717 2655 1951 1099 6618 667 1432 680 5951 687 296 987 242 391 71101 33663 883 838 324 514 497 4331 69312 is_linear=0 shrinkage=0.03 Tree=519 num_leaves=31 num_cat=0 split_feature=1 1 2 2 0 2 2 0 3 2 3 3 0 3 3 1 1 1 2 0 0 1 0 2 0 2 0 0 2 1 split_gain=2.15808 3.87182 8.72049 2.34661 2.4476 2.12839 12.7226 29.0652 37.6122 44.9644 27.0355 38.2589 26.2169 22.6128 22.5214 20.9594 19.1947 17.9896 17.7594 17.7432 17.2627 20.3428 17.1238 13.8118 20.1277 19.7619 20.7206 17.8607 18.9247 13.4813 threshold=80.000000000000014 75.500000000000014 14212.430175781252 42648.800781250007 92.500000000000014 931.96960449218761 1499.682556152344 10.500000000000002 1.247500002384186 1192.975524902344 1.7404999732971194 2.3904999494552617 53.500000000000007 1.0205000042915346 1.1054999828338625 2.5000000000000004 2.5000000000000004 -3.4999999999999996 1148.2519531250002 53.500000000000007 68.500000000000014 11.500000000000002 82.500000000000014 999.28067016601574 50.500000000000007 1019.5778808593751 45.500000000000007 45.500000000000007 1117.6546630859377 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 5 -3 -2 -5 -1 7 18 9 15 16 20 13 -11 29 19 17 -10 -7 23 21 -12 -13 -9 25 26 -25 28 -27 -15 right_child=3 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8453.04 563.403 462.634 424.351 1646.47 3161.09 2831.69 1792.33 1413.73 1796.76 1641.07 6656.28 1349.71 937.243 853.781 123.579 730.202 202.083 164.247 internal_count=1411691 1411339 134 352 268 1411205 1013378 68203 60055 9868 50187 36821 2397 1975 1812 7471 13366 11872 8148 6121 7525 6873 29296 5859 4014 3666 542 3124 824 706 is_linear=0 shrinkage=0.03 Tree=520 num_leaves=31 num_cat=0 split_feature=2 3 2 3 1 2 3 2 1 3 3 2 3 0 2 1 0 2 2 2 0 3 2 0 0 1 1 1 1 0 split_gain=2.83237 24.1949 74.5845 87.0683 55.0472 49.0606 48.896 36.6835 19.4236 19.6009 18.7313 39.1045 70.1221 42.7354 38.6555 38.4212 28.8136 45.4612 27.4335 31.539 34.3278 23.2901 22.9304 22.397 21.3543 20.7814 19.2051 19.0657 18.1061 26.3756 threshold=5922.5739746093759 2.3904999494552617 11465.855468750002 1.532000005245209 1.0000000180025095e-35 7957.9211425781259 1.1054999828338625 8322.3417968750018 -4.4999999999999991 1.6674999594688418 2.5095000267028813 3673.1176757812505 1.469500005245209 51.500000000000007 2363.3640136718755 2.5000000000000004 67.500000000000014 1317.2869262695315 4973.6452636718759 3673.1176757812505 8.5000000000000018 40.666500091552741 2127.8171386718755 62.500000000000007 82.500000000000014 2.5000000000000004 2.5000000000000004 17.500000000000004 1.0000000180025095e-35 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=10 2 3 5 7 6 -2 8 9 -5 11 16 13 25 -12 -14 -1 -18 19 24 -21 -20 -19 -17 -16 28 -22 -28 -13 -30 right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 14 12 15 -15 18 23 17 22 21 20 26 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.00016726346018157797 0.0025147547357002773 0.00015408809855497284 0.00018387675047318671 -0.024641226812344895 -0.010629571969475556 0.0011096509363855522 -0.0062694850346221177 -0.0064041649419420898 0.0041518515966124415 0.00024704761423586125 0.00013389607919117236 -0.004933574281108714 0.0020194420713351164 0.0028999277285082364 -0.0014914628614323135 0.0085144579856563495 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46976 5739 10182 1074 18763 3985 14101 309 2572 1862 3222 2008 1448 144 458 3950 internal_value=6.99132e-06 -0.000107395 -0.000791442 -0.00283572 -0.00661017 -0.000926547 -0.00392933 -0.00323579 0.0020118 -0.00891513 7.56595e-05 0.000283941 0.00162644 -0.00186868 -0.000323462 0.00268664 8.72112e-05 -0.00270001 -0.00141734 -0.00200221 -0.00408772 0.000641654 -0.00870257 0.00665277 -0.00114979 -0.00390349 -0.00531046 -0.0116136 -0.00293549 0.000408538 internal_weight=324535 121741 33667.1 10874.3 3652.77 7221.58 2918.16 1985.71 747.566 122.433 202795 133255 17031.4 3963.84 69539.2 13067.5 116224 3244.89 20502.6 15967 4632.71 4535.56 841.185 1881.71 11334.3 2778.31 3784.31 390.195 2438.84 912.187 internal_count=1411374 534980 139665 45744 15012 30732 12880 8100 3062 514 876394 574285 71526 17671 302109 53855 502759 13828 88948 69876 19678 19072 3646 7601 50198 12701 15693 1592 10693 4408 is_linear=0 shrinkage=0.03 Tree=521 num_leaves=31 num_cat=0 split_feature=2 3 1 2 3 0 0 0 0 0 0 1 2 1 1 0 1 0 1 0 0 1 0 2 0 0 0 0 1 2 split_gain=2.68235 12.2612 11.8208 11.6671 27.7259 14.1849 33.8054 20.1416 16.8056 13.9018 16.687 18.4012 18.5357 21.015 13.7414 13.6567 13.6274 16.6355 15.4745 11.4854 20.4532 13.2337 18.6057 11.6111 11.2844 27.1169 10.9634 22.1471 52.7661 33.3106 threshold=3645.8532714843755 40.666500091552741 1.0000000180025095e-35 3141.066528320313 1.2994999885559084 63.500000000000007 60.500000000000007 67.500000000000014 70.500000000000014 20.500000000000004 18.500000000000004 2.5000000000000004 3252.167602539063 -2.4999999999999996 2.5000000000000004 3.5000000000000004 40.500000000000007 36.500000000000007 20.500000000000004 55.500000000000007 51.500000000000007 1.0000000180025095e-35 54.500000000000007 3432.9526367187505 77.500000000000014 79.500000000000014 36.500000000000007 39.500000000000007 -3.4999999999999996 3575.3942871093755 decision_type=2 2 2 2 2 2 2 2 2 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 19 6 9 -7 -9 10 11 12 13 -6 26 -14 17 18 -16 20 -5 22 -22 -24 -10 -26 -11 28 -28 -29 right_child=-2 2 -4 4 5 7 -8 8 24 14 -12 -13 15 -15 16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 29 -30 -31 leaf_value=3.7258427090536183e-05 -7.539869133540014e-05 0.0096107230477327516 -0.020166440756004059 -0.0081019554673612982 -0.021082317607307572 0.010781447355084893 -0.0051827466897560667 -0.0081947476016529658 0.013474894513968686 0.0038800813670039369 -0.012683808125021897 -0.014401652890801994 0.025365412769647575 0.010439837169354258 -0.0014594471396112106 -0.0016321046852135941 -0.013566909476538696 0.0096289133846956271 0.032807667224978569 -0.02005025425133955 0.024916909633967806 -0.0042008785309871699 0.015019562345545809 -0.021958479592619755 -0.025131257083764218 0.0049684256110563317 0.017313489887011726 0.0015790504546714199 -0.0049733855481640605 0.016641284996178254 leaf_weight=145188.51844682544 170104.16998744756 15.86029784940183 49.276069268584251 351.03664112091064 20.668711982667446 348.31689977645874 689.09387663006783 124.30122317373753 94.950836002826691 1575.5366040319204 101.21875296533108 75.191986128687859 17.189232438802719 240.73625716567039 234.88015818595886 889.24638723582029 30.893550112843513 553.52515526115894 12.491282135248182 44.280719578266144 49.198404148221016 72.845820277929306 14.23379296064377 16.503164082765579 30.604404628276825 224.83117340132594 106.25914038717747 2153.4683943837881 953.9312456548214 140.7826311737299 leaf_count=620533 751949 149 266 1468 96 1424 2806 514 392 6651 423 367 81 1050 962 3914 125 2235 52 181 207 306 59 69 127 966 572 8937 3908 585 internal_value=6.77824e-06 9.73018e-05 -0.0129159 0.000102793 0.00114083 0.00155693 0.00116145 0.00530267 0.00128245 0.00177667 -0.000970471 -1.66666e-05 0.000909518 0.00794745 0.0024176 -0.00112014 0.00598436 0.00673852 0.000270907 -0.0054017 -0.00411424 0.00504811 0.0134768 -0.00483454 0.00464454 0.0013621 0.00181581 0.000846248 -0.00273965 0.00250332 internal_weight=324524 154420 65.1364 154355 9166.22 8618.12 7795.11 823.005 474.688 7106.02 1344.25 1243.03 1167.84 261.405 5761.77 906.436 831.79 800.897 247.371 548.099 503.818 152.781 79.9354 30.737 350.386 255.436 4929.98 3354.44 1060.19 2294.25 internal_count=1411374 659425 415 659010 38477 36187 32764 3423 1999 29958 5931 5508 5141 1146 24027 3995 3374 3249 1014 2290 2109 641 335 128 1485 1093 20653 14002 4480 9522 is_linear=0 shrinkage=0.03 Tree=522 num_leaves=31 num_cat=0 split_feature=2 3 2 3 1 2 3 2 1 3 2 3 2 3 3 1 2 2 3 3 3 2 1 1 2 3 0 2 2 1 split_gain=2.54814 22.7691 70.2171 81.9899 51.9882 46.3903 43.3734 34.5129 18.2736 18.4395 18.0551 54.9617 32.1907 155.005 84.3331 42.5727 32.7893 26.8628 26.2722 25.8123 22.8498 39.2731 25.7231 25.4652 23.3898 33.3425 22.5755 54.639 26.2004 22.3356 threshold=5922.5739746093759 2.3904999494552617 11465.855468750002 1.532000005245209 1.0000000180025095e-35 7781.1735839843759 1.1054999828338625 8322.3417968750018 -4.4999999999999991 1.6674999594688418 11728.783203125002 4.7190001010894784 7602.1542968750009 3.2575000524520878 3.0835000276565556 -2.4999999999999996 7269.3449707031259 8871.7465820312518 4.1315000057220468 4.4095001220703134 4.7190001010894784 18647.261718750004 1.0000000180025095e-35 -21.499999999999996 28052.395507812504 3.4465000629425053 78.500000000000014 37956.898437500007 99998.222656250015 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 5 7 6 -2 8 9 -5 11 12 13 -3 17 -15 18 -14 -17 -18 21 22 23 -12 25 -23 28 -28 -26 -19 right_child=1 10 -4 4 -6 -7 -8 -9 -10 -11 20 -13 14 15 -16 16 19 29 -20 -21 -22 24 -24 -25 26 -27 27 -29 -30 -31 leaf_value=7.1709017479020483e-05 0.0023324405530401448 0.0044381071076409597 0.00018062269777284671 -0.023897155037214679 -0.010324223520583842 0.00093849830806057863 -0.0063506155090257543 -0.0062092390078670569 0.0040286698341157837 0.0002419078232534854 -0.035289777985205245 -0.0010746385806389852 0.0038050025525702014 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3119 16931 93921 182 6912 18960 8653 5038 2548 332 87 35937 531 1785 28231 7244 2966 919 927 353 230845 8004 4410 4960 34573 4291 708 3304 7570 739 internal_value=6.57608e-06 -0.000101922 -0.000765568 -0.00274967 -0.0064137 -0.000896848 -0.00404803 -0.00313607 0.00195334 -0.00864527 0.000151729 0.000873717 0.00197641 0.00056774 0.00337524 -0.00435257 -0.00561473 -0.00813051 -0.00766738 -0.000559532 -0.000103817 -0.00106117 -0.00467607 -0.0017177 -0.000475082 0.00185736 -0.00110377 0.00333948 -0.00150816 -0.0119381 internal_weight=324521 121735 33662.2 10869.5 3650.5 7219.02 2657.04 1985.96 747.703 122.435 88073.2 23023.9 14702.7 7325.6 7377.14 3225.32 2843.95 531.992 2022.66 821.293 65049.2 16683.2 2327.5 1238.11 14355.7 3047.9 11307.8 943.3 10364.5 403.326 internal_count=1411374 534980 139665 45744 15012 30732 11772 8100 3062 514 395315 96563 60626 30206 30420 13275 11490 2189 8171 3319 298752 67907 9457 5047 58450 12295 46155 4012 42143 1658 is_linear=0 shrinkage=0.03 Tree=523 num_leaves=31 num_cat=0 split_feature=2 3 1 2 3 0 0 0 0 0 0 1 2 1 1 0 1 0 1 0 0 1 0 2 0 1 0 0 0 1 split_gain=2.41295 11.6391 11.2336 10.983 26.1008 13.3518 31.8123 18.9826 15.8163 13.0854 15.7069 17.4159 17.4412 19.7221 12.9287 12.8762 12.8222 15.653 14.6073 10.8123 19.2543 12.4871 17.6184 10.9015 10.7531 11.9655 10.6026 25.5535 10.3195 21.4946 threshold=3645.8532714843755 40.666500091552741 1.0000000180025095e-35 3141.066528320313 1.2994999885559084 63.500000000000007 60.500000000000007 67.500000000000014 70.500000000000014 20.500000000000004 18.500000000000004 2.5000000000000004 3252.167602539063 -2.4999999999999996 2.5000000000000004 3.5000000000000004 40.500000000000007 36.500000000000007 20.500000000000004 55.500000000000007 51.500000000000007 1.0000000180025095e-35 54.500000000000007 3432.9526367187505 59.500000000000007 8.5000000000000018 77.500000000000014 79.500000000000014 36.500000000000007 -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 3 -3 -1 19 6 9 -7 -9 10 11 12 13 -6 28 -14 17 18 -16 20 -5 22 -22 -24 -19 -26 -10 -28 -11 -30 right_child=-2 2 -4 4 5 7 -8 8 26 14 -12 -13 15 -15 16 -17 -18 24 -20 -21 21 -23 23 -25 25 -27 27 -29 29 -31 leaf_value=3.3989332430842696e-05 -7.1566216756773011e-05 0.0093820720526207376 -0.019750894078777323 -0.0078633846312023276 -0.020312929151376502 0.010465774379179822 -0.0050293015260952385 -0.0079568512336130083 0.013055989240125505 0.0037630835064864825 -0.012310147186977136 -0.014057840440455544 0.024658198898841237 0.010130505943882699 -0.0014179955449492355 -0.0015852021685921799 -0.013158422338601304 0.010881119159254283 0.031926780960928214 -0.019462052073553646 0.024283464849897449 -0.0040798788089425313 0.014608160506748121 -0.021216089272174422 -0.0095531834073507224 0.019531891162198275 -0.024428170578680856 0.0048156370624541566 0.0056399713972423585 -0.00037758441581322015 leaf_weight=145188.83485220745 170092.4647039033 15.757382676005362 48.815806999802589 350.93388076126575 20.80804830044508 347.99168795347214 689.10927760601044 124.2120465785265 95.040382295846939 1574.8953114077449 101.18065673112869 74.738458037376404 17.150850385427475 240.5954834073782 234.85069565474987 889.29659802466631 30.90193884074688 487.21066585183144 12.450620442628859 44.255705788731575 48.96650019288063 72.795241937041283 14.194127932190897 16.568867743015289 49.036300271749496 17.193766519427299 30.544295385479927 224.90399089828134 666.84834168851376 2686.3926038593054 leaf_count=620533 751949 149 266 1468 96 1424 2806 514 392 6651 423 367 81 1050 962 3914 125 1966 52 181 207 306 59 69 197 72 127 966 3160 10842 internal_value=6.37847e-06 9.22359e-05 -0.0126418 9.75632e-05 0.00110489 0.0015086 0.00112487 0.00514339 0.00124168 0.00172188 -0.000943863 -1.83372e-05 0.000880143 0.00770717 0.0023438 -0.00108865 0.00580374 0.00653552 0.000260779 -0.00524531 -0.00399561 0.00490349 0.0131056 -0.00468669 0.00933934 -0.0020025 0.0045016 0.00131892 0.00175992 0.000819108 internal_weight=324509 154416 64.5732 154352 9163.07 8615.35 7792.66 822.692 474.701 7103.55 1343.77 1242.59 1167.85 261.404 5759.78 906.447 831.644 800.742 247.301 547.714 503.459 152.525 79.7295 30.763 553.441 66.2301 350.489 255.448 4928.14 3353.24 internal_count=1411374 659425 415 659010 38477 36187 32764 3423 1999 29958 5931 5508 5141 1146 24027 3995 3374 3249 1014 2290 2109 641 335 128 2235 269 1485 1093 20653 14002 is_linear=0 shrinkage=0.03 Tree=524 num_leaves=31 num_cat=0 split_feature=2 3 2 3 1 2 3 2 1 0 0 2 2 2 0 2 0 2 2 2 3 2 3 0 2 1 0 2 2 2 split_gain=2.2924 21.4277 66.1047 77.211 49.0983 43.7049 44.4508 32.4714 19.1353 17.5591 19.1903 25.8114 22.3796 21.7165 18.9675 44.9076 21.547 39.7723 29.1767 18.8877 17.4388 37.3001 66.0378 40.4096 36.2379 32.1218 26.7197 42.1747 25.9089 29.531 threshold=5922.5739746093759 2.3904999494552617 11465.855468750002 1.532000005245209 1.0000000180025095e-35 7957.9211425781259 1.1510000228881838 8322.3417968750018 -1.4999999999999998 45.500000000000007 41.500000000000007 15542.858398437502 13080.345703125002 52584.906250000007 32.500000000000007 13664.751464843752 35.500000000000007 13381.118652343752 12255.386718750002 35406.285156250007 2.5095000267028813 3673.1176757812505 1.2994999885559084 51.500000000000007 2363.3640136718755 3.5000000000000004 67.500000000000014 1317.2869262695315 4973.6452636718759 3673.1176757812505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 3 5 7 6 -2 -5 -8 10 11 14 -12 -14 15 -4 18 -18 -16 -13 21 26 23 -23 -22 -24 -1 -28 29 -26 right_child=1 -3 9 4 -6 -7 8 -9 -10 -11 12 19 13 -15 16 -17 17 -19 -20 -21 24 22 25 -25 28 -27 27 -29 -30 -31 leaf_value=0.00015389210365490352 0.0010684091325229858 0.0001493409566993135 -0.010326693873850287 0.0018965780556619532 -0.01002778044664882 0.0010525090819734266 0.00038393817964435913 -0.0060204249149625293 -0.007942761743615653 0.0011174346429514658 -0.0094696013802397505 -0.0020226495721673071 -0.0006676388349463431 -0.012702689053554412 -0.0037661887625223961 0.0063919733503621711 0.0065663446566969937 -0.003136466865201388 0.010531158183896539 0.0011002983048276577 0.00012567275172643282 -0.004432483940131674 0.0019932962803297398 0.0027915000771963584 -0.0011197755448900861 0.0066898103245007388 -0.0005857310301618301 -0.0083953081845758188 0.00062476429965748501 -0.0039626458985776922 leaf_weight=112974.48821936431 1095.1552994549274 88066.19221623335 307.57990854978561 747.81929281353951 1662.0219292342663 4303.8377960473299 296.88031938672066 1238.3326795995235 1520.7317369356751 10020.384867407382 406.85652320086956 5032.0827144980431 1624.4196720272303 147.16320185363293 161.37955445051193 272.88245460391045 729.91619601845741 793.60354820638895 629.74515394866467 2666.620558090508 49036.258844247088 2291.3280080705881 12266.709904544055 1001.5132672637701 11332.964154533111 1467.4579948782921 2403.5923222899437 839.8068365752697 4535.0581763535738 4632.9414072148502 leaf_count=488931 4876 395315 1253 3062 6912 17852 1219 5038 6785 41914 1675 20495 6607 640 654 1113 2972 3250 2561 10787 213161 10700 50634 4220 50198 5972 10182 3646 19072 19678 internal_value=6.18759e-06 -9.67283e-05 -0.00074058 -0.00266626 -0.00622322 -0.000868126 -0.00370601 -0.00303954 -0.00658272 0.000177351 -0.000560185 -3.28643e-05 -0.00312456 -0.00166738 0.00238192 -0.00246704 0.00359793 0.00151214 0.00761468 -0.000940946 6.79647e-05 0.000268943 0.00158029 -0.00223532 -0.000317143 0.00249511 7.68177e-05 -0.00260785 -0.00137631 -0.00194471 internal_weight=324506 121724 33657.4 10864.8 3648.17 7216.61 2912.77 1986.15 1817.61 22792.6 12772.2 10593.8 2178.44 1771.58 2895.11 580.462 2314.64 1523.52 791.125 7698.7 202782 133245 17027 3292.84 69537.2 13734.2 116218 3243.4 20501 15965.9 internal_count=1411374 534980 139665 45744 15012 30732 12880 8100 8004 93921 52007 43085 8922 7247 11803 2366 9437 6222 3215 31282 876394 574285 71526 14920 302109 56606 502759 13828 88948 69876 is_linear=0 shrinkage=0.03 Tree=525 num_leaves=31 num_cat=0 split_feature=2 1 0 1 0 1 3 3 2 0 0 0 0 0 2 1 1 2 0 1 2 0 0 0 0 2 0 2 0 0 split_gain=2.19232 6.60791 6.1544 5.67741 5.37789 5.25838 7.28321 12.4227 7.34389 4.79293 4.50463 4.48441 4.14359 6.54358 6.49092 21.6246 8.20403 6.43226 7.74362 5.50715 4.68184 19.2695 12.4387 9.25537 13.7827 8.10916 15.3154 7.68133 7.61717 6.13753 threshold=112.57336044311525 -3.4999999999999996 78.500000000000014 -7.4999999999999991 59.500000000000007 2.5000000000000004 1.4100000262260439 1.9854999780654909 87.134357452392592 48.500000000000007 37.500000000000007 41.500000000000007 35.500000000000007 46.500000000000007 87.134357452392592 -1.4999999999999998 -2.4999999999999996 65.889682769775405 27.500000000000004 1.0000000180025095e-35 87.134357452392592 51.500000000000007 66.500000000000014 59.500000000000007 62.500000000000007 65.889682769775405 53.500000000000007 65.889682769775405 51.500000000000007 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 5 11 -5 12 8 10 9 -7 -8 -1 17 14 16 -16 -14 -3 -19 -17 23 -22 -23 25 -25 28 -27 -26 -15 -28 right_child=-2 2 -4 4 -6 6 7 -9 -10 -11 -12 -13 13 20 15 19 -18 18 -20 -21 21 22 -24 24 27 26 29 -29 -30 -31 leaf_value=0.019742569319721723 -3.7674577045674277e-05 -0.0093479447166985603 -0.01576295695779277 -0.011809951073269714 0.0074858035352885106 0.013952946139266457 0.0070821682906209178 0.016198172994411605 0.025667172805914792 0.0024590269366417121 -0.0082153572218158291 -0.0016011048178599899 -0.01324762713254652 -0.002425736000616463 0.016944711237179416 0.0023362560847966117 0.0056767242521881082 0.0063571186156014025 -0.0041385876752766948 -0.0059210005499317634 0.014613862171274229 -0.0030794821569982726 0.014744818587793885 0.016502580154349234 0.0050229946674910887 -0.028389331215019235 0.0012287300965213321 -0.012294059269535485 0.0046631259298213186 -0.0075304948040976526 leaf_weight=11.096508502960203 321216.99543037242 87.647096700966358 19.509523130953312 93.462045185267925 15.099858134984968 52.174419119954109 21.802328169345856 32.205406814813614 21.315025866031647 87.262256346642971 84.35059842467308 43.947205498814583 21.372064888477325 432.55933165550232 57.445270702242851 111.55479784309864 583.63896486163139 104.95852810516953 159.26183658838272 208.67606681585312 94.019791707396507 279.73217426240444 40.314601346850395 63.28795163333416 61.791433975100517 25.376033321022987 117.75144192576408 36.772141367197037 199.2669306397438 185.27765482664108 leaf_count=67 1396964 461 123 434 67 229 96 140 103 428 410 235 98 1805 272 493 2469 551 679 859 394 1192 198 264 262 106 500 161 837 787 internal_value=-2.97087e-05 0.000733434 0.00103508 -0.00514676 -0.00912611 0.00113846 0.00492384 -0.000122102 0.00926686 0.00675982 -0.00507346 0.00270166 0.00074405 0.00117005 0.00308183 -4.1226e-06 0.00500822 -0.00230543 3.0712e-05 -0.00304452 -5.29356e-05 0.00267347 -0.000834249 -0.00105902 0.00557742 -0.00217763 -0.0060016 -0.00143766 -0.000190033 -0.00412682 internal_weight=324570 3352.93 3189.32 163.606 108.562 3169.81 299.11 138.358 160.752 139.437 106.153 55.0437 2870.7 2518.84 982.687 377.676 605.011 351.867 264.22 320.231 1536.15 414.067 320.047 1122.08 161.852 960.231 328.405 98.5636 631.826 303.029 internal_count=1411684 14720 13917 803 501 13794 1406 646 760 657 506 302 12388 10697 4191 1624 2567 1691 1230 1352 6506 1784 1390 4722 687 4035 1393 423 2642 1287 is_linear=0 shrinkage=0.03 Tree=526 num_leaves=31 num_cat=0 split_feature=2 1 3 0 2 3 3 1 0 0 0 1 3 0 0 2 0 2 1 1 0 1 0 0 2 0 0 0 0 2 split_gain=2.0633 6.20945 5.88258 16.4166 11.5499 10.3252 6.27203 5.31927 5.03643 4.69289 4.27018 4.06484 6.862 11.4031 7.78454 6.80438 6.16439 6.10396 20.4695 7.70523 5.46103 7.0215 6.0478 4.48247 4.4072 18.1483 12.0053 8.71163 12.9688 7.63672 threshold=112.57336044311525 -3.4999999999999996 5.4584999084472665 13.500000000000002 65.889682769775405 4.1315000057220468 3.653500080108643 -7.4999999999999991 59.500000000000007 35.500000000000007 41.500000000000007 2.5000000000000004 1.4100000262260439 67.500000000000014 37.500000000000007 87.134357452392592 46.500000000000007 87.134357452392592 -1.4999999999999998 -2.4999999999999996 42.500000000000007 1.0000000180025095e-35 38.500000000000007 48.500000000000007 87.134357452392592 51.500000000000007 62.500000000000007 59.500000000000007 62.500000000000007 65.889682769775405 decision_type=2 2 2 2 2 2 2 2 2 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 6 9 10 -9 -3 -1 16 15 14 -14 23 17 19 -19 -11 21 22 -20 -13 27 -26 -27 29 -29 -18 right_child=-2 2 3 -5 -6 -7 -8 8 -10 11 -12 12 13 -15 -16 -17 24 18 20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.019366310769444058 -3.6544322754402232e-05 -0.0024894851004837737 -0.012051658492952722 -0.034066461139168988 0.022842112359108883 0.020012125286596228 -0.013520435820056714 -0.011407990240728931 0.0072768230965635089 -0.012789461245369151 -0.0015518590967735905 0.013483404566204692 0.017345221267374894 0.022031563094880944 -0.0078517126014999924 0.02466963362511139 -0.00018433287671808102 0.01654908087437099 -0.0012208196859179205 0.0055095436235018504 -0.019789005365767064 -0.0053340726833198135 0.013806304054002957 0.0023829018685534754 0.014188199728857341 -0.0068975102483340902 0.0047378231627954112 0.016010171063789245 -0.0013955966974643897 -0.0058251761746004969 leaf_weight=10.974598266184328 321217.23719189095 290.88294813036919 20.552365884184837 16.18850502371788 14.60378924384713 25.956041768193245 26.500697284936905 93.846546404063702 15.067992120981215 21.472003430128098 43.981025919318199 52.368560060858727 12.680508956313131 17.011334106326103 85.049093499779701 21.508579723536968 631.83673316240311 57.059930801391602 65.797578290104866 583.31340818107128 16.453515067696571 199.65407904982567 38.038970306515694 87.34716085344553 93.936540216207504 152.53160075843334 167.40001575648785 63.277543112635612 98.493459388613701 328.20654185116291 leaf_count=67 1396964 1247 160 105 114 129 161 434 67 98 235 229 56 74 414 103 2642 272 289 2469 70 823 170 428 394 649 741 264 423 1393 internal_value=-2.88175e-05 0.000711633 0.00100437 -0.00906801 0.00244314 0.00116924 0.00101202 -0.00498363 -0.008823 0.00113688 0.00262548 0.0015145 0.00497094 -0.000636639 -0.00458239 0.00896177 0.00113561 0.00299224 -3.78788e-06 0.00485986 -0.00295588 -0.00204329 0.00428414 0.00654362 -5.13702e-05 0.00259458 -0.000809475 -0.00102753 0.00541276 -0.00211275 internal_weight=324569 3351.99 3188.12 51.3447 35.1562 3136.78 3110.82 163.87 108.915 3084.32 54.9556 2793.44 275.965 114.741 97.7296 161.224 2517.47 981.789 377.004 604.785 319.944 303.491 103.837 139.716 1535.68 413.868 319.932 1121.81 161.771 960.043 internal_count=1411684 14720 13917 379 274 13538 13409 803 501 13248 302 12001 1304 544 470 760 10697 4191 1624 2567 1352 1282 459 657 6506 1784 1390 4722 687 4035 is_linear=0 shrinkage=0.03 Tree=527 num_leaves=31 num_cat=0 split_feature=2 1 0 1 0 1 3 3 2 0 0 0 3 0 1 0 0 0 3 2 0 0 0 2 2 1 2 0 0 0 split_gain=1.94201 5.83565 5.6469 4.98474 4.71775 4.64847 6.36527 11.1069 6.31087 4.19359 4.0658 3.97336 3.91041 3.80212 3.85855 6.48605 5.97658 4.60951 4.0595 5.61321 4.14589 3.43591 3.33425 3.256 3.05611 3.04034 2.67766 9.59786 13.1348 33.281 threshold=112.57336044311525 -3.4999999999999996 78.500000000000014 -7.4999999999999991 59.500000000000007 2.5000000000000004 1.4100000262260439 1.9854999780654909 87.134357452392592 48.500000000000007 41.500000000000007 37.500000000000007 1.247500002384186 77.500000000000014 -1.4999999999999998 37.500000000000007 35.500000000000007 12.500000000000002 1.0205000042915346 65.889682769775405 47.500000000000007 55.500000000000007 45.500000000000007 65.889682769775405 87.134357452392592 3.5000000000000004 170.15808868408206 30.500000000000004 41.500000000000007 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 3 5 10 -5 13 8 11 9 25 -1 -8 -12 14 15 16 -3 -16 -17 20 -20 -11 -21 -13 -4 -7 27 -2 29 -29 right_child=26 2 24 4 -6 6 7 -9 -10 21 12 23 -14 -15 17 18 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.018995577147562559 -0.003791889517825288 0.0027579474252323335 -0.0031140918977643132 -0.011021905314171581 0.0070734229587691025 0.0021488372309151167 0.0065666675238600447 0.015268635133169114 0.023725393488070217 -0.00081104393793244233 0.0069333207186701657 0.007243687951637991 -0.010980996181570659 0.016756870418773925 -0.012902040851942936 -0.014778863719450249 0.019762325832597804 0.00034892033306001236 -0.0022499808378485943 0.004266297918983762 0.012628357989618701 0.013644621393219203 -0.004431668472398423 -0.010109345808759423 -0.02700086107513628 0.01781650558037709 -1.9734959991051535e-05 0.00037420267001125841 -0.00053908017400721797 0.017969756772102812 leaf_weight=10.854953497648237 744.93573020398617 36.364490080624819 9.5198068022727966 94.21415089070797 15.03672508895397 16.046787172555923 21.90457484126091 32.390138551592827 21.690803930163383 68.557708702981472 23.283681139349937 11.237981557846068 20.730109512805939 13.213808894157408 23.852734073996544 13.212828636169432 38.085740938782692 2492.822375819087 23.205991730093956 66.27752710878849 61.598671481013298 18.871603831648827 98.782761588692665 72.590486541390419 9.7655090317130089 36.505701035261154 310983.22993724397 452.34327925741673 8913.8953345566988 123.06737416982651 leaf_count=67 3246 177 44 434 67 67 96 140 103 331 125 49 110 80 179 56 183 10628 101 309 265 97 410 361 79 162 1352759 1914 38525 520 internal_value=-2.79532e-05 0.000690555 0.000974691 -0.00482615 -0.00853136 0.00107324 0.00462767 -0.000101682 0.00866814 0.00633496 0.0025514 -0.00481021 -0.00150417 0.000701613 0.000627284 0.00363925 0.0114567 0.000223329 0.00142693 0.00228389 0.00855704 0.00230921 -0.000939128 -0.00778301 -0.0152096 0.0130324 -3.5448e-05 -0.000512911 -0.000255503 0.0041375 internal_weight=324568 3350.62 3186.5 164.12 109.251 3167.21 299.796 138.123 161.673 139.982 54.8687 105.733 44.0138 2867.42 2854.2 337.528 74.4502 2516.68 263.078 249.865 84.8047 87.4293 165.06 83.8285 19.2853 52.5525 321217 10234.2 9489.31 575.411 internal_count=1411684 14720 13917 803 501 13794 1406 646 760 657 302 506 235 12388 12308 1501 360 10807 1141 1085 366 428 719 410 123 229 1396964 44205 40959 2434 is_linear=0 shrinkage=0.03 Tree=528 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 0 3 0 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 2 0 0 0 2 split_gain=1.86167 12.7878 17.2619 40.2581 19.2763 17.7939 16.8427 9.75525 23.4679 23.6971 15.6224 15.3071 13.0523 17.2197 19.9943 14.2229 16.4171 32.4584 14.3571 23.8293 31.6961 13.91 26.2867 13.6338 12.4648 11.9764 30.1588 26.1429 26.6246 33.0325 threshold=79088.097656250015 21.500000000000004 2.5000000000000004 99998.222656250015 89168.484375000015 1.5000000000000002 1.532000005245209 2.5000000000000004 45803.917968750007 54578.230468750007 2808.646850585938 2668.121704101563 6496.4731445312509 8136.8720703125009 7781.1735839843759 10010.478027343752 13908.505371093752 18122.241210937504 16701.354492187504 1.0000000180025095e-35 14858.619628906252 13381.118652343752 11977.758300781252 4973.6452636718759 1.5000000000000002 52584.906250000007 91.500000000000014 87.500000000000014 4.5000000000000009 72077.554687500015 decision_type=2 2 2 2 2 2 2 2 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 5 -2 -3 8 10 -10 11 -1 23 14 -14 -15 21 18 19 -18 -21 22 -17 -12 -19 -9 27 28 29 -27 right_child=1 6 -4 -5 -6 -7 -8 25 9 -11 12 -13 13 15 -16 16 17 24 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00056910939392697138 -0.026730950726108083 -0.0053009179932312009 -0.0011961636511970449 0.0030705460470763007 -0.0069161276179734747 0.0025188087208763386 0.0014996662030014054 -2.7403685641577719e-05 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1612.4684452340007 98.823063345625997 206.0744327455759 6545.6216212436557 399.75892034359276 leaf_count=147 218 1531 55449 25307 3144 1884 20647 1245373 1223 2187 5449 126 973 478 61 385 524 3088 351 35 381 1533 290 409 72 9001 444 905 26918 3151 internal_value=-2.71147e-05 -0.000292519 -0.000685639 0.00109609 -0.00372805 0.00119779 0.00102848 -7.66415e-06 -0.00219598 -0.00791486 -0.000169364 -0.0190226 0.000384891 -0.00112739 -0.00907932 0.00074306 -0.000522809 0.00211767 0.0158573 0.0104678 -0.00456732 -0.00785691 0.000860105 0.0063276 -0.00167228 5.60311e-06 0.00109203 0.00127786 0.0010236 0.00404159 internal_weight=324567 22162.2 17079.4 3803.89 1104.73 434.066 5082.73 302405 1822.36 476.823 1345.54 38.427 1307.11 1041.96 198.418 843.54 762.972 560.997 121.29 95.3046 47.5441 201.975 90.7376 265.154 439.707 300583 8862.75 8763.92 8557.85 2012.23 internal_count=1411684 108180 86002 30553 5246 2102 22178 1303504 17712 3410 14302 273 14029 8171 1034 7137 6659 4451 1291 940 416 2208 675 5858 3160 1285792 40419 39975 39070 12152 is_linear=0 shrinkage=0.03 Tree=529 num_leaves=31 num_cat=0 split_feature=2 1 3 0 2 3 3 1 0 0 0 0 0 1 0 2 0 0 1 2 0 1 0 0 0 1 2 2 0 0 split_gain=1.82744 5.48397 5.37019 15.9361 10.7239 9.76365 5.72191 4.72726 4.42568 3.8517 3.82383 3.6406 4.98165 6.02051 7.55429 4.79148 17.2987 11.6769 10.7073 8.7436 6.44917 6.94269 8.69761 5.72308 4.49848 4.12719 7.75426 6.14895 3.99763 5.50114 threshold=112.57336044311525 -3.4999999999999996 5.4584999084472665 13.500000000000002 65.889682769775405 4.1315000057220468 3.653500080108643 -10.499999999999998 35.500000000000007 18.500000000000004 27.500000000000004 66.500000000000014 49.500000000000007 -1.4999999999999998 36.500000000000007 87.134357452392592 45.500000000000007 46.500000000000007 1.5000000000000002 65.889682769775405 42.500000000000007 1.0000000180025095e-35 37.500000000000007 38.500000000000007 47.500000000000007 2.5000000000000004 87.134357452392592 65.889682769775405 39.500000000000007 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 7 5 4 -4 6 8 -1 10 -7 -3 12 13 14 -10 17 20 28 19 -19 21 23 -23 -17 -16 26 27 -13 -15 -30 right_child=-2 2 3 -5 -6 9 -8 -9 11 -11 -12 25 -14 15 24 16 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0066259470389724009 -3.3571639139143961e-05 0.0039338538564604253 -0.01138962622103473 -0.033611160772983005 0.022343302801741703 0.0081983693446885195 -0.013005858328506493 -0.0069642064003912485 0.023897187935587538 0.031332852831240265 -0.0043048479263107977 0.0056504547170791964 -0.00017033150172617519 0.012402628009280395 0.0026210304965885401 -0.001193515351825897 0.016649355382657657 -0.0036749241511533073 0.0082648248406207957 -0.029274258065519362 -0.022001116866320107 0.0019206721252094075 -0.0098193555141312481 0.013445294023946428 0.016238493642809812 0.019896240159889177 0.01406413435905942 -0.015374803767333212 -0.0059473038364012383 0.0054669434197279583 leaf_weight=27.70657967031002 321201.89236685098 65.408958151936531 20.438611343502998 15.911525890231131 14.498553931713102 13.333897396922113 26.216247916221619 136.64597617834806 22.726620778441429 12.59525629878044 225.49162659049034 28.528199434280396 1246.3809726089239 65.805540829896927 113.05108951032162 65.815249174833298 44.498898014426231 209.50840413570404 70.655873581767082 12.738227203488348 15.67885848879814 94.246908560395241 142.91830618679523 37.863979935646057 27.058882281184196 18.089813530445099 40.134187489748001 22.307869642972946 41.323269382119179 472.74677979946136 leaf_count=163 1396964 288 160 105 114 73 161 640 110 56 959 122 5368 276 521 289 186 871 308 53 67 392 606 170 115 78 198 100 175 1996 internal_value=-2.63013e-05 0.00067072 0.000946392 -0.00872485 0.00260918 0.00110325 0.000950363 -0.00467318 0.00106904 0.0194361 -0.00245238 0.00143593 0.00121752 0.00242158 0.00785332 0.00172721 -0.000987182 0.00297442 -0.00190805 -0.00514217 -0.00318846 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1148.2519531250002 4063.8671875000005 4685.5603027343759 3673.1176757812505 418.29415893554693 73.500000000000014 257.52690124511724 517.14669799804699 525.24191284179699 83.500000000000014 78.500000000000014 87.500000000000014 441.73387145996099 -2.4999999999999996 -2.4999999999999996 1.0000000180025095e-35 490.42837524414068 77.500000000000014 353.37509155273443 80.500000000000014 78.500000000000014 308.83364868164068 478.39485168457037 1850.3489990234377 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 4 -2 -6 8 -8 28 10 -5 29 15 14 -14 19 27 -18 -13 -11 21 22 -21 24 25 26 -20 -17 -7 -12 right_child=1 2 -4 9 5 6 7 -9 -10 12 11 18 13 -15 -16 16 17 -19 23 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=8.1364181146912604e-05 -0.006831800156438337 -0.0090663398287529739 -0.0011380544956283 -0.0018218178707573327 0.005565968881111558 -0.013822833363308534 0.0079363486221551271 -0.0014651803315666055 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39.476170793175697 43.135589316487312 222.2187565267086 45.185552507638931 leaf_count=1298692 2179 1442 22717 1693 1423 423 539 4223 226 372 1131 173 331 69218 68 152 58 88 308 1109 1346 314 112 1211 254 80 163 179 959 212 internal_value=5.03539e-05 -0.00029816 -0.0015575 3.22573e-05 -0.00219016 -0.000888495 -0.00235224 -0.000388174 -0.00829859 0.000318402 0.00291638 0.00526247 0.000134938 0.000336779 0.0120596 -0.00356949 0.00560344 -0.0101711 0.00858318 -0.00486412 -0.00608165 -0.00978403 -0.00690035 0.00978866 0.0150514 0.0208328 0.0162389 0.0118572 -0.0062113 -0.000600906 internal_weight=324485 26513.1 5510.54 21002.6 2395.71 1871.01 1525.14 1146.47 378.676 18606.9 1227.31 820.863 17379.6 16481.6 93.9561 898.018 111.067 31.5317 524.062 786.951 697.805 383.184 304.761 483.743 192.688 133.805 114.357 79.5354 322.962 296.801 internal_count=1411395 112703 24159 88544 9972 7793 6370 4762 1608 78572 5225 3532 73347 69617 399 3730 477 146 2189 3253 2881 1535 1221 2016 805 551 471 331 1382 1343 is_linear=0 shrinkage=0.03 Tree=531 num_leaves=31 num_cat=0 split_feature=0 1 2 3 2 2 2 0 2 2 2 0 0 0 2 1 2 0 0 2 1 1 2 0 2 2 2 0 2 2 split_gain=3.66662 11.5383 18.238 13.9655 15.1459 18.8329 9.2708 14.2601 16.6953 13.5882 13.5943 13.7675 11.1517 11.4633 13.1011 9.55554 9.68642 14.4023 18.1593 15.3988 9.54677 12.1687 12.9368 14.5899 9.16382 8.18719 11.1993 8.10653 7.88442 18.636 threshold=69.500000000000014 1.5000000000000002 397.09068298339849 2.5095000267028813 418.29415893554693 432.48675537109381 418.29415893554693 73.500000000000014 257.52690124511724 517.14669799804699 525.24191284179699 83.500000000000014 78.500000000000014 87.500000000000014 441.73387145996099 -3.4999999999999996 353.37509155273443 80.500000000000014 78.500000000000014 288.74774169921881 -2.4999999999999996 1.0000000180025095e-35 490.42837524414068 77.500000000000014 478.39485168457037 149.63704681396487 145.16793060302737 80.500000000000014 1148.2519531250002 4063.8671875000005 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 25 27 12 11 -11 20 24 -15 -10 17 18 19 -17 -8 22 23 -22 -14 26 -5 -9 -7 -30 right_child=1 2 -4 6 5 28 9 8 15 10 -12 -13 13 14 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=7.8923434393424771e-05 -0.0066308566439459201 -0.0088281765090017783 -0.0011040571352881579 -0.0095576866375182076 0.015073300728821756 0.0031827805011244445 0.0045303223669252634 0.0015149545420281199 -0.0097120933564746881 0.0069015830496123491 0.00026148409520333451 0.039158331539126588 0.022586597512930271 -0.031953705404353917 0.0071136371568857985 0.029857182235701659 0.0058589256424191171 0.0021423987861168186 0.046429034909887132 0.0071793458711555298 -0.0087754618243070914 -0.0015258794104364892 -0.020352156257947559 0.013983596493088809 0.0021474334524986646 -0.0030807989301522005 0.025258528202026159 -0.012303381006038167 -0.0080540645480036317 -0.00037649170089938016 leaf_weight=297971.5155741229 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-0.00669197 0.0115009 -0.00176742 0.0120379 -0.000583176 -0.00143041 -0.00228189 internal_weight=324482 26510.5 5508.77 21001.7 2395.31 1870.93 18606.4 1227.37 820.982 17379 16481.2 93.85 897.803 110.964 31.4246 524.287 499.114 196.85 136.938 117.238 786.839 697.771 383.276 304.821 79.5396 406.388 35.3034 296.695 1806.48 1525 internal_count=1411395 112703 24159 88544 9972 7793 78572 5225 3532 73347 69617 399 3730 477 146 2189 2079 823 564 483 3253 2881 1535 1221 331 1693 153 1343 7528 6370 is_linear=0 shrinkage=0.03 Tree=532 num_leaves=31 num_cat=0 split_feature=0 1 2 3 2 2 2 0 2 2 2 0 0 0 2 1 1 1 2 0 2 0 0 2 2 2 2 0 2 2 split_gain=3.4503 10.8607 17.2471 13.1431 14.263 17.7196 8.72275 13.4163 15.6992 12.7884 12.809 13.1817 10.4957 10.7952 12.3943 9.08407 8.98332 11.4418 12.1694 13.729 8.73071 14.424 16.3161 14.0994 8.62636 7.69866 10.517 7.64934 7.41914 17.5555 threshold=69.500000000000014 1.5000000000000002 397.09068298339849 2.5095000267028813 418.29415893554693 432.48675537109381 418.29415893554693 73.500000000000014 257.52690124511724 517.14669799804699 525.24191284179699 83.500000000000014 78.500000000000014 87.500000000000014 441.73387145996099 -2.4999999999999996 -2.4999999999999996 1.0000000180025095e-35 490.42837524414068 77.500000000000014 353.37509155273443 80.500000000000014 78.500000000000014 288.74774169921881 478.39485168457037 149.63704681396487 145.16793060302737 80.500000000000014 1148.2519531250002 4063.8671875000005 decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 25 27 12 11 -11 16 24 -15 -10 -8 18 19 -18 21 22 23 -17 -14 26 -5 -9 -7 -30 right_child=1 2 -4 6 5 28 9 8 15 10 -12 -13 13 14 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=7.6555833518329595e-05 -0.0064358422300926288 -0.0085956768337106266 -0.001071071721539388 -0.0092749195857000175 0.014620520083167953 0.0030869729592258224 0.0043982474207784842 0.0014693328378427909 -0.0055929168293706718 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44.914356008172035 378.14788094162941 1146.5831263065338 leaf_count=1298692 2179 1442 22717 60 265 1158 372 1131 173 331 69218 68 152 58 88 170 1109 1346 314 112 1211 254 80 301 179 1540 93 212 1608 4762 internal_value=4.73779e-05 -0.000280611 -0.00146644 3.03525e-05 -0.00206158 -0.000836155 0.000299607 0.00274384 0.00495037 0.000126981 0.000316898 0.011375 -0.00336029 0.00528213 -0.00963822 0.00807004 -0.00457805 -0.00572297 -0.00920204 -0.00649021 0.00921102 0.014165 0.0196097 0.0152897 0.0111565 -0.0017147 0.0116655 -0.000565968 -0.0013877 -0.00221385 internal_weight=324479 26507.6 5507.04 21000.5 2394.76 1870.69 18605.8 1227.36 821.032 17378.4 16480.9 93.7379 897.548 110.85 31.3143 524.443 786.699 697.707 383.335 304.866 484.022 192.703 133.816 114.366 79.5354 406.328 35.336 296.589 1806.24 1524.73 internal_count=1411395 112703 24159 88544 9972 7793 78572 5225 3532 73347 69617 399 3730 477 146 2189 3253 2881 1535 1221 2016 805 551 471 331 1693 153 1343 7528 6370 is_linear=0 shrinkage=0.03 Tree=533 num_leaves=31 num_cat=0 split_feature=1 3 0 2 2 2 0 1 2 0 0 1 1 1 3 2 2 2 0 2 0 2 1 2 2 2 0 2 0 0 split_gain=3.3255 7.97299 16.7777 14.3228 20.6861 22.7411 23.5724 19.0114 21.4195 18.4774 19.859 18.1508 17.4478 17.2398 16.896 16.8681 17.3244 16.3306 18.3807 16.295 14.144 20.6169 13.2266 15.7471 31.2347 15.1638 11.6339 10.8404 12.8563 10.5133 threshold=-1.4999999999999998 2.6375000476837163 56.500000000000007 1808.673522949219 3645.8532714843755 2583.655151367188 55.500000000000007 -4.4999999999999991 2713.268676757813 37.500000000000007 51.500000000000007 -8.4999999999999982 -20.499999999999996 -2.4999999999999996 1.247500002384186 27132.552734375004 72077.554687500015 4493.2343750000009 35.500000000000007 249.38574218750003 54.500000000000007 2760.058227539063 -7.4999999999999991 13908.505371093752 7113.1401367187509 10240.441894531252 49.500000000000007 14858.619628906252 32.500000000000007 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 19 5 11 20 -8 -9 13 15 12 -5 17 26 -11 -17 18 -6 -1 29 -22 23 24 -19 -26 -13 -15 -29 -7 right_child=-2 -3 -4 4 9 6 7 8 -10 10 -12 14 -14 27 -16 16 -18 22 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00062895376592273986 1.9388764719877273e-06 0.00067838805513267928 -0.0016276288612299462 -0.009011036738237244 0.0082471942362189483 0.0036635796698162994 -0.0064060616750716221 -0.0088780927984549191 0.027826626712706217 -0.0023427497280658054 0.0027385109882702651 0.0036922142581312023 0.0094785149073556355 0.00068006963540192839 -0.0043694694615923277 0.0063125614706295696 -0.016151889184795713 0.0020400162752136778 -0.0018515708214287025 -0.0016242565392270447 -0.0240846384585101 0.0058995400651819224 0.0029037983093489037 0.0030571922568686676 -0.025242163738409189 -0.0073834803178793214 -0.0014294844738092444 -0.00047270804035459479 -0.0094194489830291273 0.011834468995708903 leaf_weight=5470.8730925172567 268148.70414879918 23432.955300779082 5098.8937830999494 53.983322873711586 752.29982062976342 2089.6677802205086 25.997373282909393 16.933425843715668 92.324648782610893 4547.5607780590653 1032.0634046271443 821.3750993013382 308.04325731098652 1421.0231959661469 705.99689634144306 341.00761628895998 33.974675253033638 188.66501151770353 206.7941208332777 6120.049797102809 39.489851981401443 43.234414368867874 1501.2702660858631 283.42194772511721 79.514322564005852 92.652518466114998 776.50230431556702 353.1413793861866 244.73030255734921 152.03553666174412 leaf_count=23194 1154368 113856 21914 290 3831 10057 124 71 418 19403 4571 3650 1810 6016 3178 1394 141 1012 998 25951 172 198 6343 1160 336 399 3444 1417 986 693 internal_value=4.59566e-05 0.000255508 -4.57468e-05 0.000244448 0.000820426 0.00239627 0.00447663 0.0166515 0.0221379 9.1318e-05 -0.00104517 0.000476841 0.00672146 0.00141216 -0.000504427 -0.00183846 0.00427721 0.00281548 0.00606976 -0.00056075 0.00376819 -0.00841392 0.00136075 -0.00223492 -0.00639171 -0.0156314 0.00120328 -0.000745835 -0.00413493 0.00421774 internal_weight=324475 56326.5 32893.5 27794.6 16203.7 5125.58 2459.68 135.255 109.258 11078.1 5954.61 2665.9 362.027 5123.51 2303.87 4922.54 374.982 3104.62 959.094 11590.9 2324.43 82.7243 2145.52 644.254 360.832 172.167 1597.88 2018.89 597.872 2241.7 internal_count=1411395 257027 143171 121257 72112 24105 11733 613 489 48007 25509 12372 2100 22498 10272 20938 1535 14079 4829 49145 11120 370 9250 2907 1747 735 7094 8419 2403 10750 is_linear=0 shrinkage=0.03 Tree=534 num_leaves=31 num_cat=0 split_feature=0 1 2 3 2 2 2 2 1 0 0 0 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 split_gain=3.2353 10.2094 16.3084 12.2327 13.4396 16.6808 8.26233 14.4271 15.6853 17.5402 11.1301 8.3316 9.7592 7.11588 6.97832 16.5432 11.8093 10.7544 9.93464 8.91684 8.42717 8.25233 15.5737 13.4829 7.76251 9.99244 8.14025 11.1986 10.6516 6.47448 threshold=69.500000000000014 1.5000000000000002 397.09068298339849 2.5095000267028813 418.29415893554693 432.48675537109381 342.58499145507818 257.52690124511724 -1.4999999999999998 77.500000000000014 81.500000000000014 79.500000000000014 207.81653594970706 112.57336044311525 1148.2519531250002 4063.8671875000005 931.96960449218761 4685.5603027343759 3673.1176757812505 1850.3489990234377 3985.294067382813 586.10861206054699 441.73387145996099 1.0000000180025095e-35 2073.8535156250005 2267.636352539063 3023.088989257813 1.0000000180025095e-35 3575.3942871093755 1608.1567382812502 decision_type=2 2 2 2 2 2 2 2 2 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 13 4 -2 -6 7 11 9 -9 -10 12 -5 -3 16 18 21 -17 19 29 -20 22 -7 -23 -21 -26 27 -27 -28 -16 right_child=1 2 -4 6 5 14 -8 8 10 -11 -12 -13 -14 -15 15 17 -18 -19 20 24 -22 23 -24 -25 25 26 28 -29 -30 -31 leaf_value=7.283841932593061e-05 -0.0062374961302724867 0.010038355130242519 -0.0010391263019987769 0.00014163260447100899 0.014195974492200621 -0.0050512189640866739 0.0001722252043426828 -0.025301158483037867 0.018947597691998969 0.020908469900333813 0.0022350984907479957 -0.0087570681941693141 0.013869476862682808 -0.0095755748884889958 -0.005863827500966764 0.0077385458165142194 0.01169898788065403 -0.0013876838729345114 -0.028314899290431343 0.01943690496584222 -0.0042446296241689307 0.0023108756121132984 0.015419909725089243 -0.0337172307701646 -0.02824938169354977 -0.0040926843065885697 -0.020277227757252499 0.024666155037314577 -0.0010009681209755591 -0.021140486133862501 leaf_weight=297961.51771776099 523.76605613529682 17.738652296364307 5217.0490344362333 274.48222624510527 64.45347361266613 99.6667101085186 17999.062477141619 20.831090345978737 118.84770633280277 11.459946051239966 51.363878503441811 72.50048116594553 56.139623403549194 270.56438729166985 53.6303651034832 131.22761026024818 93.757274031639099 1015.5212603881955 34.827473506331444 13.984473839402197 20.974373608827591 20.81792263686657 50.339792132377625 16.968378782272339 13.873859390616415 27.574486032128334 33.631884902715683 21.836094066500664 110.78381584584713 46.719198137521744 leaf_count=1298692 2179 84 22717 1234 265 409 75922 89 490 50 222 331 234 1358 224 539 386 4223 141 59 85 84 208 71 58 111 140 93 498 199 internal_value=4.45849e-05 -0.00027304 -0.00142296 2.8437e-05 -0.00198993 -0.000800607 0.000288193 0.00373474 0.0102677 -0.00890157 0.0139044 0.000452992 0.00247262 -0.00836877 -0.00133577 -0.00213713 0.00300353 -0.000343329 -0.00758138 -0.00555641 -0.0192675 -0.00133776 0.00181857 -0.013868 -0.00219775 -0.00365441 -0.00189393 0.00861675 -0.00549007 -0.0129761 internal_weight=324466 26504.4 5505.35 20999 2394.35 1870.59 18604.7 605.625 202.503 32.291 170.212 403.122 330.622 288.303 1806.13 1524.58 281.55 1146.75 377.836 322.034 55.8018 187.793 150.007 37.7863 221.685 207.7 193.826 49.4106 144.416 100.35 internal_count=1411395 112703 24159 88544 9972 7793 78572 2650 851 139 712 1799 1468 1442 7528 6370 1158 4762 1608 1382 226 772 617 155 959 900 842 204 638 423 is_linear=0 shrinkage=0.03 Tree=535 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 2 3 2 2 1 0 0 0 0 2 0 2 1 1 1 0 1 0 0 0 2 2 1 0 split_gain=3.24223 6.2136 21.9409 31.3981 14.0025 15.0426 4.80714 10.3743 6.80031 10.9569 5.07352 10.3832 5.04181 11.0942 10.6476 9.25793 7.59599 7.22414 6.59605 7.58099 4.95293 8.27934 7.81903 6.1611 5.33662 5.29035 18.4181 17.3929 4.67099 4.60109 threshold=170.15808868408206 174.82500457763675 39.500000000000007 41.500000000000007 45.500000000000007 47.500000000000007 152.24964904785159 1.0619999766349795 164.66607666015628 157.11404418945315 2.5000000000000004 40.500000000000007 27.500000000000004 40.500000000000007 43.500000000000007 157.11404418945315 23.500000000000004 157.11404418945315 1.0000000180025095e-35 -1.4999999999999998 -2.4999999999999996 46.500000000000007 -5.4999999999999991 54.500000000000007 52.500000000000007 56.500000000000007 161.9395446777344 157.11404418945315 -3.4999999999999996 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=6 2 -2 -4 -5 -6 -1 8 9 -8 12 -12 16 15 -15 -14 -9 -18 19 -17 21 22 -16 24 29 26 -25 -27 -23 -22 right_child=1 -3 3 4 5 -7 7 10 -10 -11 11 -13 13 14 20 18 17 -19 -20 -21 23 28 -24 25 -26 27 -28 -29 -30 -31 leaf_value=-3.7664438092938653e-05 0.012420357969437966 2.9981926164656591e-05 -0.03419173263686278 0.0048328166977436816 -0.030480607225359606 -0.0013882163402552513 -0.02922969711820228 0.0086088991267456953 -0.034274305315876157 0.0070907108635461539 0.016719736584778138 -0.0051478210809450002 -0.0029534577913850279 -0.015045732305454071 0.014496401280509632 0.022419635693487434 -0.01594923121281884 -0.0037073309922430724 0.023111960790732008 -0.0039200280759878348 0.014902206854941079 -0.0040490362260270406 -0.0023523228162462793 -0.029749887303148984 0.0020302828550786581 0.018327794113895086 -0.0033954455317936078 -0.0063462528303690627 -0.012961638290395849 -0.0008464559065613005 leaf_weight=9076.5294187925756 163.5176472812891 309759.17261898494 22.870662964880466 500.19696880877018 16.60966307669878 432.83287780731916 12.901836141943933 34.904654309153557 12.721570447087286 17.772932499647141 20.488041624426842 423.30902518332005 42.651617467403412 46.370517417788506 34.039358392357826 15.788114458322523 55.012727811932564 205.24187329411507 39.420657679438591 26.078932836651802 16.858010500669479 141.15723432600498 91.22002974152565 26.059646129608154 1023.4362690597773 38.642048507928848 283.51739911735058 76.840328857302666 84.665649324655533 1738.9087185561657 leaf_count=39500 710 1347495 98 2123 78 1880 60 171 59 75 101 2336 181 193 158 68 236 877 163 105 70 632 372 117 4249 163 1187 330 342 7202 internal_value=1.82813e-05 3.8104e-05 0.00225275 0.000543166 0.0013797 -0.00246336 -0.000435382 -0.00123616 -0.0158335 -0.00818569 -0.00109427 -0.0041383 -0.000758284 -0.000459275 -0.000762957 0.00836581 -0.00453253 -0.00629503 0.014305 0.00601269 -0.000576674 -0.00395943 0.00222633 -0.000206034 0.000308426 -0.00356977 -0.00561392 0.00191003 -0.00739055 -0.000695245 internal_weight=324480 310895 1136.03 972.51 949.64 449.443 13584.5 4508.01 43.3963 30.6748 4464.61 443.797 4020.81 3725.65 3601.72 123.939 295.159 260.255 81.2877 41.867 3555.34 351.082 125.259 3204.26 2779.2 425.059 309.577 115.482 225.823 1755.77 internal_count=1411331 1352384 4889 4179 4081 1958 58947 19447 194 135 19253 2437 16816 15532 15015 517 1284 1113 336 173 14822 1504 530 13318 11521 1797 1304 493 974 7272 is_linear=0 shrinkage=0.03 Tree=536 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 3 3 0 2 1 2 3 0 2 1 2 1 3 1 3 3 3 1 3 0 0 1 0 2 split_gain=3.05125 5.84697 20.659 29.671 13.1719 14.2766 4.61304 8.75446 10.4783 12.5864 8.59606 7.87027 12.5344 13.9216 13.0487 8.87665 10.4966 12.4855 10.5285 9.83065 9.89001 8.84992 7.97898 7.22511 9.10375 7.57534 7.27166 8.51974 6.28053 10.6294 threshold=170.15808868408206 174.82500457763675 39.500000000000007 41.500000000000007 45.500000000000007 47.500000000000007 2.279500007629395 1.469500005245209 54.500000000000007 65.889682769775405 12.500000000000002 112.57336044311525 1.7404999732971194 59.500000000000007 157.11404418945315 -1.4999999999999998 87.134357452392592 1.0000000180025095e-35 1.9854999780654909 1.0000000180025095e-35 1.5979999899864199 1.532000005245209 1.8989999890327456 2.5000000000000004 2.0774999856948857 68.500000000000014 66.500000000000014 1.0000000180025095e-35 13.500000000000002 65.889682769775405 decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -5 -6 7 8 -1 -10 11 15 13 -13 -15 -9 17 -17 19 21 -21 -18 -14 25 -25 26 -24 -28 29 -8 right_child=1 -3 3 4 5 -7 28 10 9 -11 -12 12 22 14 -16 16 18 -19 -20 20 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00031571478940004791 0.012054716506030133 2.9082493645184598e-05 -0.033316284174826863 0.0046860224116609993 -0.029790804568234582 -0.0013468194989206754 -0.0064699656039188761 0.0056869806679512034 0.0094224625906739364 -0.0048707369157525472 0.024865550468207143 0.018587378130992545 -0.011700030327291991 0.012311796319258061 -0.014111248176907124 -0.0053467940210506475 0.01736750406054233 0.0080642919424937058 0.01518677569620251 -0.01397325526851363 -0.0039000190858171548 -0.0012840760936872451 0.0028442067791404992 -0.018804370071372017 0.0050710358455243326 -0.0072027157676611553 0.019377828414982316 0.0029763249238900251 -0.0025571159505906639 0.023349049361978371 leaf_weight=9507.6153457015753 163.42453876137733 309758.9453016636 22.769020162522793 500.3871980085969 16.486310265958309 432.75401389598846 20.612077049911022 191.09492359310389 59.769883245229721 766.8129895478487 14.15855413675308 94.033701717853546 37.149509280920029 38.609503120183945 29.806147620081902 94.691713571548462 25.810345813632011 183.6444579064846 26.287453144788742 125.19006790220737 293.08466418087482 202.73637983202934 414.31482987105846 30.428984940052032 27.241088792681694 53.032664760947227 58.580334037542343 55.516740739345551 1210.3733722046018 22.506421837955713 leaf_count=41039 710 1347495 98 2123 78 1880 166 891 255 3314 74 394 155 163 127 411 113 752 111 545 1264 860 1736 145 126 225 247 238 5439 157 internal_value=1.77315e-05 3.69606e-05 0.00218547 0.000526806 0.00133825 -0.00239066 -0.000422392 -0.000246113 -0.000597382 -0.0038372 0.0015731 0.00140664 0.00361351 0.0110963 0.000800261 -0.000213363 -0.00139843 0.00350176 -0.0034247 -0.00418109 -0.00691495 0.000822293 0.00181601 0.00260166 -0.00752656 0.00360621 0.00469102 0.0113973 -0.00215631 0.00909457 internal_weight=324478 310895 1135.82 972.397 949.628 449.24 13583.1 12329.6 10334.2 826.583 1995.41 1981.25 838.714 162.449 68.4157 1142.54 951.445 278.336 673.109 646.821 418.275 228.547 676.264 639.115 57.6701 581.445 528.412 114.097 1253.49 43.1185 internal_count=1411331 1352384 4889 4179 4081 1958 58947 53185 44608 3569 8577 8503 3556 684 290 4947 4056 1163 2893 2782 1809 973 2872 2717 271 2446 2221 485 5762 323 is_linear=0 shrinkage=0.03 Tree=537 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 2 3 2 2 1 0 0 0 0 2 0 2 1 1 1 0 1 0 0 0 2 2 1 1 split_gain=2.87153 5.50208 19.4529 28.049 12.3909 13.5522 4.41505 9.82919 6.48643 10.3879 4.82634 9.60596 4.6151 9.99688 10.0548 8.62608 7.14309 6.82356 6.09522 7.12393 4.66175 7.73775 7.39507 5.42489 5.02038 4.93605 17.5901 15.9708 4.58116 4.49654 threshold=170.15808868408206 174.82500457763675 39.500000000000007 41.500000000000007 45.500000000000007 47.500000000000007 152.24964904785159 1.0619999766349795 164.66607666015628 157.11404418945315 2.5000000000000004 40.500000000000007 27.500000000000004 40.500000000000007 43.500000000000007 157.11404418945315 23.500000000000004 157.11404418945315 1.0000000180025095e-35 -1.4999999999999998 -2.4999999999999996 46.500000000000007 -5.4999999999999991 54.500000000000007 52.500000000000007 56.500000000000007 161.9395446777344 157.11404418945315 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=6 2 -2 -4 -5 -6 -1 8 9 -8 12 -12 16 15 -15 -14 28 -18 19 -17 21 22 -16 24 -22 26 -25 29 -9 -27 right_child=1 -3 3 4 5 -7 7 10 -10 -11 11 -13 13 14 20 18 17 -19 -20 -21 23 -23 -24 25 -26 27 -28 -29 -30 -31 leaf_value=-2.8640651805704256e-05 0.011700319032278106 2.8210086319495889e-05 -0.032475413956759992 0.0045437850291347309 -0.029121804228526279 -0.0013066501682666384 -0.028550606719476092 0.019802295732765832 -0.033516093178324706 0.0068823515922103269 0.015968029791110949 -0.0049895097105367454 -0.0029846664267501434 -0.014602012941486628 0.014143653869830979 0.021668900722953344 -0.015430847042218658 -0.0035214593136168306 0.022110766803558182 -0.0039267730072090187 -0.00066499464515616625 -0.0071262643808954482 -0.002271488006432636 -0.029039963839803801 0.0019784215157223621 0.0067786963250033288 -0.003151176540609178 -0.0059706648234343351 -0.0019589833015413536 0.027261844174646385 leaf_weight=9074.5116819441319 163.32485993206501 309758.72495434748 22.659470222890377 500.56689088791609 16.36100222915411 432.67718849331141 12.809593550860884 16.644193328917027 12.617090880870817 17.78593385219574 20.646254986524582 422.12288919836283 42.602792128920555 46.316969737410545 33.867042645812035 15.666935607790945 54.883802279829979 205.12486711144447 39.59681648015976 26.073919996619225 1755.575182273984 226.14564424753189 91.251317411661148 25.769836038351059 1023.6530752778053 18.152962148189545 283.1956125497818 76.684618026018143 18.256762117147446 20.581565275788307 leaf_count=39500 710 1347495 98 2123 78 1880 60 88 59 75 101 2336 181 193 158 68 236 877 163 105 7272 974 372 117 4249 73 1187 330 83 90 internal_value=1.7199e-05 3.58516e-05 0.00212024 0.000510944 0.00129806 -0.00232011 -0.000409808 -0.00117743 -0.0154165 -0.00795256 -0.00103955 -0.00401226 -0.000712136 -0.000426134 -0.000714448 0.00795107 -0.00432476 -0.00603535 0.013679 0.00568026 -0.000533505 -0.00381436 0.00217176 -0.000173772 0.000308636 -0.00333299 -0.00531048 0.00196056 0.00841893 0.0176624 internal_weight=324475 310894 1135.59 972.265 949.605 449.038 13580.5 4506.03 43.2126 30.5955 4462.81 442.769 4020.04 3725.13 3601.19 123.94 294.91 260.009 81.3377 41.7409 3554.88 351.264 125.118 3203.61 2779.23 424.385 308.965 115.419 34.901 38.7345 internal_count=1411331 1352384 4889 4179 4081 1958 58947 19447 194 135 19253 2437 16816 15532 15015 517 1284 1113 336 173 14822 1504 530 13318 11521 1797 1304 493 171 163 is_linear=0 shrinkage=0.03 Tree=538 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 0 0 0 1 0 0 1 2 1 0 0 2 0 1 0 0 2 3 2 2 2 3 2 2 split_gain=2.8413 13.6729 35.3877 32.4775 29.3316 39.9082 90.2038 47.7391 31.0139 26.9552 21.1903 32.9984 18.0658 17.2109 16.3174 15.8286 63.2916 40.2239 20.9512 14.7398 14.1926 27.2745 17.7748 12.4857 28.5489 29.1481 44.9243 40.4979 67.2592 79.7786 threshold=2629.156860351563 3501.286010742188 1.0619999766349795 3.5000000000000004 57.500000000000007 3252.167602539063 60.500000000000007 59.500000000000007 36.500000000000007 1.5000000000000002 63.500000000000007 66.500000000000014 22.500000000000004 2808.646850585938 2.5000000000000004 18.500000000000004 22.500000000000004 2966.459106445313 34.500000000000007 3.5000000000000004 64.500000000000014 69.500000000000014 3023.088989257813 1.9854999780654909 34238.300781250007 4784.4965820312509 3912.1914062500005 1.532000005245209 11197.012207031252 14858.619628906252 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 9 12 -7 -9 -12 14 -4 15 -5 -17 18 -18 20 -8 22 -22 24 25 26 -3 -27 -29 -30 right_child=1 23 3 4 5 7 19 10 -10 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 27 -28 28 29 -31 leaf_value=-8.9445306997787077e-05 -0.010794230344816831 -0.00047705043447287925 -0.036023835251403347 0.0020976672666449857 -0.0096661344494720219 0.0068139655110916334 0.0065962307617157233 -0.0044590658652355723 0.0027372951049881656 0.02437879681636853 0.016781456242861776 -0.0011400964862646396 0.02997602569961726 -0.0073086649084939063 -0.0059219815111395332 -0.012051549640615979 -0.0032260801224096385 0.0034703340946575737 -0.018077593842775831 -0.0074158748426147716 -0.019636934759832341 0.0038358593704552386 -0.0013463111514931242 0.00017869135457573135 0.0021712143139168516 -0.00040951439096496958 0.0027207119414924324 -0.0066285642191848161 0.0041173702575437506 -0.0034431274071086374 leaf_weight=133575.90632143989 231.29679474234581 18948.207875348628 29.961639154702425 2126.4203118234873 1146.8432313352823 274.80851951241493 521.8028249591589 560.08610825240612 9377.9900140613317 110.14886952936649 133.52915847301483 300.68626550585032 17.787993237376213 50.3617979362607 426.12315613031387 418.54365962743759 423.63201522827148 1405.731178432703 107.10219115018845 139.72001588717103 86.303772240877151 480.53492650389671 107.23059673607349 119079.1104772723 3692.8378417491913 16960.688961796463 4996.6078880131245 2930.748244151473 1836.2222169339657 3975.9578393250704 leaf_count=571965 972 87263 182 9403 4670 1125 2117 2285 39190 444 545 1268 74 247 1860 1740 1759 5936 451 594 350 2007 439 530242 15473 71691 21112 12086 7478 16363 internal_value=1.66817e-05 9.09417e-05 0.000866537 0.00101436 0.00109853 -0.00122154 -0.00349479 0.00286993 0.00172491 0.0118398 -0.000602894 0.00437111 -0.000202691 -0.0180198 -0.000312077 0.000221349 -0.00147285 0.000813614 -0.00622312 0.0018044 0.00288165 6.16718e-06 -0.00950274 7.82859e-06 -0.000373606 -0.000562889 0.000190232 -0.00126448 -0.00292305 -0.00105457 internal_weight=324473 190897 18476.6 18245.3 18165 3861.69 2482.44 1379.26 14303.3 384.957 994.302 434.215 4925.34 80.3234 4907.55 4481.43 2355.01 1936.47 530.734 1335.59 1195.87 674.069 193.534 172420 53341.3 49648.4 23944.8 25703.6 8742.93 5812.18 internal_count=1411331 839366 77658 76686 76257 15844 10177 5667 60413 1569 4098 1813 21223 429 21149 19289 9886 8146 2210 5507 4913 2796 789 761708 231466 215993 108375 107618 35927 23841 is_linear=0 shrinkage=0.03 Tree=539 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 1 2 2 1 2 2 1 2 2 1 2 0 1 1 2 2 1 1 2 2 2 1 1 1 split_gain=2.70529 24.5809 34.3241 20.4398 20.436 48.3781 13.7475 11.1348 21.3426 31.742 15.8311 47.6165 14.3668 9.78578 15.685 8.40432 8.08012 9.66452 22.0269 10.3486 5.65428 5.42744 5.1425 5.07618 4.07007 3.93775 3.83805 3.4028 5.36148 6.25109 threshold=1.5000000000000002 16701.354492187504 20329.439453125004 10983.356445312502 28052.395507812504 31044.129882812504 -3.4999999999999996 47761.341796875007 45803.917968750007 1.0000000180025095e-35 33116.664062500007 34238.300781250007 1.0000000180025095e-35 68839.980468750015 99998.222656250015 1.0000000180025095e-35 4406.9799804687509 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 11465.855468750002 13381.118652343752 1.0000000180025095e-35 1.0000000180025095e-35 23051.732421875004 75302.914062500015 28988.621093750004 1.0000000180025095e-35 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525.24191284179699 1499.682556152344 498.67184448242193 418.29415893554693 478.39485168457037 1.0619999766349795 1.0000000180025095e-35 1.0619999766349795 269.47608947753912 325.33131408691412 358.55703735351568 716.21582031250011 49.500000000000007 2.5000000000000004 1192.975524902344 149.63704681396487 2.5000000000000004 1.0000000180025095e-35 358.55703735351568 1850.3489990234377 1750.7693481445315 1.0000000180025095e-35 49.500000000000007 1608.1567382812502 1.0205000042915346 2127.8171386718755 decision_type=2 2 2 2 2 2 2 2 2 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 6 16 7 10 21 -10 11 13 20 -3 -15 -6 18 -18 -4 -1 -12 -9 -13 24 25 26 -7 -27 -29 -25 right_child=-2 2 5 -5 15 23 -8 8 9 -11 12 22 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 29 -26 27 -28 28 -30 -31 leaf_value=-0.00072402742118592676 -1.4176946783737991e-05 -0.0036501859264411129 0.0022941033086909283 -0.011853052018510838 0.012166946862629651 -0.0025621964065899194 -0.012095640729282353 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552.74726286530495 87.681597337126732 202.22359158098698 87.868242397904396 248.08477139472961 15423.381899401546 leaf_count=15852 1289413 629 257 2356 882 578 897 479 560 362 760 550 1332 121 93 1060 655 83 417 12462 141 473 80 5336 2322 387 895 361 1033 71078 internal_value=-4.84501e-05 -0.000421679 -0.000662349 -0.00329138 -0.001165 -0.000324239 -0.00353871 -0.00220251 0.00339873 -0.00314728 -0.00523069 -4.71805e-05 -0.00936258 -0.00823626 -0.0216232 0.00669104 0.00779343 0.00277133 0.0135966 0.000334551 -0.00339627 0.00951577 0.0110234 -0.000470483 0.00198414 -0.000438026 0.00493276 -0.00475465 -0.00213297 -0.000663966 internal_weight=324567 27297.9 20707.7 2359.67 1890.22 18348 1451.61 1255.55 440.59 212.833 814.963 361.481 453.482 207.782 53.0186 438.606 324.699 174.063 150.636 6590.23 213.182 227.758 153.699 18023.3 1316.87 764.119 340.485 423.635 335.953 16706.5 internal_count=1411904 122491 94177 10775 8419 83402 6477 5580 1874 922 3706 1473 2233 843 214 1942 1412 738 674 28314 901 952 630 81990 5576 3254 1473 1781 1394 76414 is_linear=0 shrinkage=0.03 Tree=541 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 2 0 2 2 2 2 2 1 2 1 2 1 2 0 1 2 1 2 2 1 2 2 1 1 1 split_gain=4.34222 5.42434 20.5176 13.753 13.4031 9.63704 14.3405 8.56387 7.11073 21.9665 19.6998 16.9406 9.18533 10.1571 7.6341 8.15 8.66487 6.9032 6.4353 6.01907 7.19706 5.88445 6.44038 8.00732 10.3215 8.97001 6.95731 6.7944 5.8386 7.99434 threshold=1.1054999828338625 17636.074218750004 23778.558593750004 50.500000000000007 27132.552734375004 11977.758300781252 50.500000000000007 13908.505371093752 8654.3632812500018 6643.0878906250009 4881.8349609375009 10240.441894531252 6.5000000000000009 10727.411621093752 15.500000000000002 9536.4326171875018 3.5000000000000004 7781.1735839843759 49.500000000000007 3.5000000000000004 6949.8193359375009 -1.4999999999999998 32150.583984375004 40991.593750000007 1.5000000000000002 36598.957031250007 52584.906250000007 1.0000000180025095e-35 -5.4999999999999991 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 5 3 -3 -4 8 -7 -8 9 10 -1 14 18 -14 15 16 -10 19 -13 20 -11 -6 -23 24 -24 -26 -25 -28 -9 -30 right_child=-2 2 4 -5 21 6 7 28 11 17 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 26 25 -27 27 -29 29 -31 leaf_value=-0.00032380880694437458 -1.3751619083105956e-05 -0.0031139478036425246 0.0096940439842802591 -0.014990950261943307 0.0064699491395026091 -0.0011435172454478024 0.011607745060847545 -0.012766135678955865 -0.002214002163304593 -0.00028308812925500706 -0.0049925790650193619 -0.0047270512599546111 0.034269590633812207 -0.00038246183663553349 0.011012573556156152 -0.011919006513878753 -0.021532838210063618 0.0014268870516726305 0.0026267416912559203 0.017487802304339124 0.0087393699468160009 -0.0090358724651405081 -0.00093715178364091659 -0.01570181555223947 0.0035157332578823175 0.03080591181704511 0.0086972339788281769 -0.0073130557679276014 0.011363423237466629 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-5.85205e-05 0.00726123 0.00600964 -0.00151235 -0.00294621 -0.000519635 0.0046627 0.0167589 -0.00547746 -0.00120523 0.00282821 0.00439429 internal_weight=324562 27292.7 940.332 356.401 583.932 26352.4 796.378 401.973 25556 24574.4 23830.3 981.566 492.455 30.4518 489.112 468.572 250.764 744.147 462.003 423.235 377.085 462.715 392.254 280.487 137.138 43.397 143.349 101.103 215.165 195.529 internal_count=1411904 122491 3869 1456 2413 118622 3345 1709 115277 111172 108008 4105 2060 129 2045 1958 1044 3164 1931 1829 1604 1915 1611 1159 555 175 604 433 921 822 is_linear=0 shrinkage=0.03 Tree=542 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 2 3 1 3 2 2 2 2 0 1 2 2 1 1 1 2 2 2 1 0 2 3 split_gain=4.08599 5.16025 19.345 45.1501 36.8701 22.7459 17.4124 22.3133 18.4253 22.4087 18.3619 34.2891 15.2063 13.3502 15.7355 11.8351 9.90862 12.9749 11.5509 9.65845 9.34023 9.19792 9.08267 8.99486 8.92487 11.1681 18.5474 13.7164 11.7424 15.1298 threshold=1.1054999828338625 202.77236938476565 1090.4144287109377 857.34472656250011 525.24191284179699 1499.682556152344 498.67184448242193 418.29415893554693 478.39485168457037 1.0619999766349795 1.0000000180025095e-35 1.0619999766349795 269.47608947753912 325.33131408691412 358.55703735351568 716.21582031250011 49.500000000000007 2.5000000000000004 1192.975524902344 149.63704681396487 2.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 358.55703735351568 1850.3489990234377 1750.7693481445315 1.0000000180025095e-35 49.500000000000007 1608.1567382812502 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 19 3 4 6 16 7 10 21 -10 11 13 20 -3 -15 -6 18 -18 -4 -1 -12 -9 -11 -13 25 26 27 -7 -28 -30 right_child=-2 2 5 -5 15 24 -8 8 9 22 12 23 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.00069266579921689478 -1.3339101461866029e-05 -0.0035297809029288655 0.0022340001801935553 -0.011535273783603256 0.01179818737490829 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47.774184331297874 19.590913102030754 16705.073661796749 552.50752021372318 87.291313365101814 201.68571881949902 87.972319185733795 247.81779858469963 leaf_count=15852 1289413 629 257 2356 882 578 897 479 560 160 760 550 1332 121 93 1060 655 83 417 12462 141 473 202 80 76414 2322 387 895 361 1033 internal_value=-4.5591e-05 -0.000396899 -0.000629653 -0.00318906 -0.00112207 -0.00030104 -0.00342943 -0.00213064 0.00330643 -0.00304692 -0.00507723 -3.5992e-05 -0.00910971 -0.00797853 -0.0209751 0.00649559 0.00756785 0.00269573 0.0132039 0.000334238 -0.00328591 0.00923088 0.00871276 0.0107188 -0.000442849 0.00193618 -0.000415794 0.00480151 -0.00460861 -0.00206038 internal_weight=324561 27290.9 20700.9 2355.45 1887.9 18345.4 1449 1253.49 440.562 212.586 812.928 361.276 451.652 207.807 52.9931 438.898 324.759 174.185 150.574 6590.01 213.113 227.976 86.4982 153.469 18020.7 1315.59 763.085 340.004 423.081 335.79 internal_count=1411904 122491 94177 10775 8419 83402 6477 5580 1874 922 3706 1473 2233 843 214 1942 1412 738 674 28314 901 952 362 630 81990 5576 3254 1473 1781 1394 is_linear=0 shrinkage=0.03 Tree=543 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 2 0 2 2 2 2 2 1 2 1 2 1 2 0 1 1 3 1 2 2 2 3 3 2 3 split_gain=3.84612 5.07121 19.2934 12.9095 12.6167 9.11569 13.5162 8.09232 6.65376 20.723 18.4925 15.9519 8.63284 9.52761 7.1851 7.68069 8.22024 6.48066 6.0591 5.68516 8.58871 5.93254 5.64524 60.6157 20.6627 19.4856 13.2338 11.4507 10.9504 37.6803 threshold=1.1054999828338625 17636.074218750004 23778.558593750004 50.500000000000007 27132.552734375004 11977.758300781252 50.500000000000007 13908.505371093752 8654.3632812500018 6643.0878906250009 4881.8349609375009 10240.441894531252 6.5000000000000009 10727.411621093752 15.500000000000002 9536.4326171875018 3.5000000000000004 7781.1735839843759 49.500000000000007 3.5000000000000004 14.500000000000002 1.0619999766349795 1.5000000000000002 2855.797973632813 2127.8171386718755 3309.9538574218755 1.0619999766349795 1.0205000042915346 3645.8532714843755 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 5 3 -3 -4 8 -7 -8 9 10 22 14 18 -14 15 16 -10 -11 -13 -12 21 -21 28 24 27 -25 -27 -24 -1 -30 right_child=-2 2 4 -5 -6 6 7 -9 11 17 19 12 13 -15 -16 -17 -18 -19 -20 20 -22 -23 23 25 -26 26 -28 -29 29 -31 leaf_value=-0.00059738938885997724 -1.2938884019603321e-05 -0.0030021182509244984 0.0094262736595734781 -0.01450595829478092 -0.0014488457066401364 -0.0010902904037914155 0.011304593619462672 0.002763967821602958 -0.0021286980875563186 0.0070545993466785122 -0.0054024292140646369 -0.0045705735827127328 0.033192746695957974 -0.00035210450674821137 0.010687005202956842 -0.011554147171940823 -0.020997510554861449 0.001402957476737637 0.0025673626102847109 0.025410240550833199 -0.016273413999013314 -0.00080851055426059599 0.0031519788317077588 -0.028882924103338314 0.0045187850250021037 -0.0095938437865281424 -0.0025162179809669768 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8.52464 threshold=1.1054999828338625 202.77236938476565 1090.4144287109377 857.34472656250011 525.24191284179699 1499.682556152344 498.67184448242193 418.29415893554693 1.0000000180025095e-35 1.0619999766349795 478.39485168457037 1.0619999766349795 269.47608947753912 325.33131408691412 358.55703735351568 716.21582031250011 49.500000000000007 2.5000000000000004 1192.975524902344 174.82500457763675 1.0000000180025095e-35 7.5000000000000009 -7.4999999999999991 51.500000000000007 2.5000000000000004 1.0000000180025095e-35 931.96960449218761 1.0205000042915346 50.500000000000007 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 19 3 4 6 16 7 8 9 13 25 -12 24 -3 -15 -6 18 -18 -4 -1 22 -22 -21 -17 -10 -9 27 -5 -27 -13 right_child=-2 2 5 26 15 -7 -8 10 12 -11 11 29 -14 14 -16 23 17 -19 -20 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.00033493916492474056 -1.2550743330436353e-05 -0.0034048041711629644 0.0021908831791033999 0.0040979539277746137 0.01145314910515992 -0.00042210943411004456 -0.011414326712021678 0.0031304681644846589 -0.0057095087132491779 0.010431095211218573 -0.010783585977614094 -0.0020036205361232389 -0.013966867181185626 -0.034240407730841832 -0.0021812717074563229 -0.00088178893447545437 -0.00015836805896918854 0.025093862840743296 0.018955025737752897 0.0094153940023764694 0.0058623471210207277 -0.012895484112805975 -0.0021646994868676503 0.014022735392018485 0.011464105853114472 0.0093082237579253709 -0.0089254076216368911 -0.023598346603160562 0.027113174831896309 0.016922136876572978 leaf_weight=4821.2241024821997 297269.81381730409 154.86601676046848 54.907558925449848 20.733254328370094 203.52481133490801 18010.573361746967 194.93368461728096 113.96960221230984 181.61225982010365 153.2372340708971 125.80448521673679 38.740047872066498 236.75584362447262 29.999811112880707 22.949464738368988 191.93393070995808 155.07903043925762 19.222923472523689 95.581873923540115 64.164030104875565 926.02163563668728 44.067771553993225 734.10969339311123 43.677461087703705 31.425942733883858 79.132247671484947 353.77798739820719 91.084811590611935 35.0816909968853 47.908667638897896 leaf_count=20890 1289413 629 257 93 882 81990 897 479 760 630 560 160 1332 121 93 876 655 83 417 362 3775 272 3015 184 141 331 1771 492 142 202 internal_value=-4.29041e-05 -0.000373711 -0.000602033 -0.00307994 -0.00107093 -0.00028429 -0.00331407 -0.00205236 -0.00492017 -1.69534e-05 0.0032249 -0.00293489 -0.00885602 -0.00772105 -0.0203452 0.00631748 0.00735817 0.00262658 0.0128385 0.000343052 0.00219151 0.00501024 -0.00123391 0.0018812 -0.00317617 0.00896005 -0.0112159 -0.0184629 0.0147772 0.00846056 internal_weight=324546 27276.1 20686.5 2351.15 1885.55 18335.4 1446.42 1251.48 810.847 361.053 440.637 212.453 449.794 207.815 52.9493 439.136 324.791 174.302 150.489 6589.59 1768.36 970.089 798.274 235.611 213.038 228.184 465.596 111.818 114.214 86.6487 internal_count=1411904 122491 94177 10775 8419 83402 6477 5580 3706 1473 1874 922 2233 843 214 1942 1412 738 674 28314 7424 4047 3377 1060 901 952 2356 585 473 362 is_linear=0 shrinkage=0.03 Tree=545 num_leaves=31 num_cat=0 split_feature=1 2 1 1 2 2 3 3 3 3 2 3 3 3 1 0 1 1 2 0 1 0 2 1 1 0 0 1 0 2 split_gain=3.14861 6.08156 8.35813 4.53486 2.34883 6.39697 15.892 28.4554 20.4063 14.8524 12.9008 9.41966 9.14183 38.8275 15.8722 21.724 7.42292 6.89716 20.1965 10.8262 10.6299 7.25226 6.55446 10.5129 8.03833 6.81074 6.14798 5.99513 5.01316 13.529 threshold=75.500000000000014 13664.751464843752 82.500000000000014 73.500000000000014 177.51823425292972 184.69928741455081 1.7404999732971194 1.469500005245209 2.7749999761581425 1.4100000262260439 182.46546936035159 1.5979999899864199 1.0619999766349795 1.247500002384186 1.0000000180025095e-35 51.500000000000007 -1.4999999999999998 1.0000000180025095e-35 182.46546936035159 55.500000000000007 3.5000000000000004 56.500000000000007 182.46546936035159 4.5000000000000009 1.0000000180025095e-35 49.500000000000007 50.500000000000007 -18.499999999999996 25.500000000000004 87.134357452392592 decision_type=2 2 2 2 2 2 2 2 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 27 6 7 9 10 12 -8 -9 22 14 15 -14 -15 21 19 -19 -20 -18 24 -24 25 -6 -26 -1 29 -29 right_child=1 2 -4 -5 5 -7 8 11 -10 -11 -12 -13 13 16 -16 -17 17 18 20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31 leaf_value=0.016511042459214156 -0.0086146310960497456 0.030010134480627393 0.0022743532218214148 -0.015731847988231417 0.021256012788418228 1.2935201912228635e-05 0.011354438877880834 -0.032118233776646313 0.0046177100331697826 0.031468617117732967 0.043070471960495481 -0.0038292024220272012 -0.020503805960147437 -0.0031548994459330397 -0.030574174454743593 0.027766532797246293 0.0033138060766892208 0.0095537663243591073 -0.0086482304658900243 -0.00086041978732754134 0.012640418487275438 0.01349294209720076 0.0030979898509649836 -0.019141508120185332 0.010656078405965332 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0.00107445 -0.000150981 -0.0194323 -0.00492476 0.00107534 0.0022119 6.35557e-05 0.00457701 -0.00660785 0.00485005 0.00439208 0.00171652 0.00843101 0.00210911 0.0136919 -0.000349493 -0.000369666 0.00311306 internal_weight=324453 56.9989 40.9778 324396 324379 308516 2320.33 2085.2 235.132 2038.34 46.1929 46.8646 2023.76 1477.88 88.3749 38.3892 1389.51 1095.24 603.659 360.063 243.596 491.584 545.881 328.36 217.521 98.7979 118.723 15863 15844 363.443 internal_count=1411556 476 396 1411080 1411008 1342318 9906 8872 1034 8674 194 198 8614 6325 385 156 5940 4721 2753 1656 1097 1968 2289 1373 916 423 493 68690 68564 1810 is_linear=0 shrinkage=0.03 Tree=546 num_leaves=31 num_cat=0 split_feature=1 2 1 1 2 1 2 3 3 3 3 2 3 3 3 1 0 1 1 2 0 1 0 2 1 1 0 0 0 2 split_gain=2.97385 5.74412 8.00582 4.2697 2.21009 7.52847 6.01879 14.9597 26.8159 19.2653 13.9746 12.2731 8.89405 8.60299 36.7267 15.2069 20.4608 6.98213 6.49271 19.0088 10.1416 10.0223 6.82839 6.15589 9.9569 7.53931 6.43206 5.74266 4.75603 13.0373 threshold=75.500000000000014 13664.751464843752 82.500000000000014 73.500000000000014 177.51823425292972 -20.499999999999996 184.69928741455081 1.7404999732971194 1.469500005245209 2.7749999761581425 1.4100000262260439 182.46546936035159 1.5979999899864199 1.0619999766349795 1.247500002384186 1.0000000180025095e-35 51.500000000000007 -1.4999999999999998 1.0000000180025095e-35 182.46546936035159 55.500000000000007 5.5000000000000009 56.500000000000007 182.46546936035159 4.5000000000000009 1.0000000180025095e-35 49.500000000000007 50.500000000000007 25.500000000000004 65.889682769775405 decision_type=2 2 2 2 2 2 2 2 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 7 8 10 11 13 -9 -10 23 15 16 -15 -16 22 20 -20 -21 -19 25 -25 26 -6 -27 29 -7 right_child=1 2 -4 -5 6 28 -8 9 12 -11 -12 -13 -14 14 17 -17 -18 18 19 21 -22 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.023907831235639387 -0.0083800704782441855 0.029433822905743146 0.0022039509019382924 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172.02025849372149 14.054367832839487 74.158783957362175 307.9157662987709 20.233077943325043 99.222413763403893 84.514636442065239 19.672754615545273 15487.052544228733 330.61125588044524 leaf_count=78 80 97 299 72 61 230 1332412 100 126 840 60 94 72 105 1219 229 51 1671 872 1005 784 92 297 1269 104 411 362 82 66800 1582 internal_value=6.75136e-06 0.00687041 0.0128381 5.5495e-06 6.32498e-06 -0.000339025 2.40809e-05 0.0015464 0.000737475 0.00872093 0.00125299 0.0261087 -0.0217183 0.00104216 -0.000146715 -0.0189525 -0.00477776 0.00104279 0.0021452 6.13261e-05 0.00443285 -0.00641983 0.00470526 0.00426074 0.00166595 0.00817267 0.00204667 0.0132615 -0.000356643 0.00303545 internal_weight=324451 56.8033 40.8271 324394 324378 15862 308515 2319.87 2084.81 235.06 2038.02 46.1016 46.7865 2023.45 1477.64 87.9037 38.3778 1389.73 1095.34 603.825 360.6 243.224 491.511 545.809 328.149 217.661 98.7654 118.895 15850.5 363.476 internal_count=1411556 476 396 1411080 1411008 68690 1342318 9906 8872 1034 8674 194 198 8614 6325 385 156 5940 4721 2753 1656 1097 1968 2289 1373 916 423 493 68612 1812 is_linear=0 shrinkage=0.03 Tree=547 num_leaves=31 num_cat=0 split_feature=1 2 1 1 2 2 3 2 1 0 2 3 0 0 3 0 1 2 3 2 0 1 0 0 0 0 0 0 1 2 split_gain=2.80868 5.42524 7.6673 4.02035 2.08093 19.5915 30.2682 12.5 15.785 15.0746 12.4285 13.6353 14.1741 30.992 12.4047 9.82155 9.70663 9.45923 14.0404 18.652 24.0568 23.3195 18.3169 14.6592 14.2758 11.4776 13.1899 9.32031 8.38448 8.25666 threshold=75.500000000000014 13664.751464843752 82.500000000000014 73.500000000000014 216.45584106445315 210.83787536621097 1.247500002384186 219.22713470458987 1.0000000180025095e-35 62.500000000000007 225.0559997558594 1.9854999780654909 55.500000000000007 54.500000000000007 1.469500005245209 60.500000000000007 9.5000000000000018 238.39634704589847 1.2994999885559084 234.37448883056643 38.500000000000007 1.5000000000000002 52.500000000000007 42.500000000000007 34.500000000000007 64.500000000000014 70.500000000000014 48.500000000000007 -10.499999999999998 207.81653594970706 decision_type=2 2 2 2 2 2 2 2 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 29 -7 8 9 15 11 12 13 16 -8 27 -9 18 22 20 -20 25 -12 -23 -21 -22 -27 -6 -26 -1 right_child=1 2 -4 -5 7 6 14 10 -10 -11 17 -13 -14 -15 -16 -17 -18 -19 19 24 21 23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.00020140332441295097 -0.0081514979337389444 0.028867424193964999 0.0021357951922596581 -0.014822735708920336 -0.00037100343335214227 0.003178570787927409 -0.016905889875024633 -0.0040265198429390008 0.0069317299310740991 0.032747185104048525 0.0012916336653807942 0.0087081013886392937 -0.010531736716780414 0.024752708479593412 -0.0061186056195002862 -0.0088166602466699072 0.018888787612729059 1.0444824380353512e-05 0.0019484449409914145 0.032686658636914057 -0.0087177563851583047 -0.014117316004588152 0.01325674984081346 0.010068068998585616 0.028579935692598143 0.031747228186383383 -0.0036073031036830418 0.012912381057772433 0.0032554145106648319 0.0024104770353274804 leaf_weight=24890.029673047364 15.93215426430106 15.772128120064734 24.906115659512579 16.455550134181976 449.55367986857891 325.00139494240284 115.54838187992573 719.0624193251133 533.1602226048708 12.333174303174017 268.76002223789692 80.439942672848701 237.71744427084923 36.695506870746613 565.37997107952833 111.26263998448849 17.030427470803261 291723.60913905315 1042.8340079337358 15.340553119778631 579.35888196527958 27.665707722306252 201.46667070686817 122.10033714771271 11.89927691221237 13.545078501105307 31.778991475701332 53.161332115530968 1052.0856209099293 1139.1342393904924 leaf_count=107391 80 97 299 72 1841 1384 529 3001 2321 50 1113 344 1026 152 2448 447 108 1270751 4392 67 2388 140 831 566 61 56 131 224 4399 4847 internal_value=6.54803e-06 0.00668824 0.0125004 5.38199e-06 6.13422e-06 -0.000245859 -0.00435393 2.90462e-05 0.00313789 -9.17032e-05 1.68759e-05 -0.00317928 -0.00412556 -0.00215495 -0.00794913 -0.000751349 -0.00349635 2.8692e-05 0.00160974 0.000829181 -0.00102608 -0.00503142 0.00641804 0.0056004 0.00395292 -0.00758037 0.00695838 0.00103369 0.00353864 -8.70976e-05 internal_weight=324449 56.6104 40.6782 324392 324376 27035.1 1005.93 297341 1159.47 626.311 296181 1090.95 1010.51 772.788 680.928 613.978 736.093 295090 3366.84 2896.61 1817.28 774.449 470.227 149.766 1079.33 624.683 45.3241 502.715 1063.98 26029.2 internal_count=1411556 476 396 1411080 1411008 116599 4361 1294409 4883 2562 1289526 4631 4287 3261 2977 2512 3109 1284895 14144 12200 7673 3281 1944 706 4527 2575 187 2065 4460 112238 is_linear=0 shrinkage=0.03 Tree=548 num_leaves=31 num_cat=0 split_feature=1 2 1 1 2 2 3 3 3 3 2 3 3 3 3 1 0 1 1 2 1 0 0 1 1 2 1 1 0 1 split_gain=2.65259 5.12387 7.34201 3.78582 2.00299 5.71364 14.0834 25.2779 18.1986 13.1549 11.6918 8.40448 8.09615 34.7473 14.9148 11.0135 11.5299 6.56774 6.11174 17.8929 9.54971 9.50285 6.4301 5.85831 6.05193 6.03491 5.46501 5.22676 5.04169 7.15704 threshold=75.500000000000014 13664.751464843752 82.500000000000014 73.500000000000014 177.51823425292972 184.69928741455081 1.7404999732971194 1.469500005245209 2.7749999761581425 1.4100000262260439 182.46546936035159 1.5979999899864199 1.0619999766349795 1.247500002384186 1.1980000138282778 1.0000000180025095e-35 47.500000000000007 -1.4999999999999998 1.0000000180025095e-35 182.46546936035159 3.5000000000000004 55.500000000000007 56.500000000000007 6.5000000000000009 1.0000000180025095e-35 182.46546936035159 -14.499999999999998 -7.4999999999999991 50.500000000000007 -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=3 -2 -3 4 26 6 7 9 10 12 -8 -9 23 14 15 16 -14 -15 22 21 -21 -20 -19 24 28 -26 -1 -28 -6 -30 right_child=1 2 -4 -5 5 -7 8 11 -10 -11 -12 -13 13 17 -16 -17 -18 18 19 20 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.0093744617863898271 -0.0079287691891637771 0.028310574185683793 0.0020698093448991584 -0.014389572545637937 0.0041032086106685519 1.1615879541025626e-05 0.010678421487669197 -0.03035900582467355 0.0043499980376766863 0.029627685502429224 0.040940960948107875 -0.0036025058068331127 -0.020761641580982187 -0.0029596189423599429 -0.035999579080084554 -0.024597467577104647 0.01572830344644344 0.0031246183743040123 0.0089405062443259943 -0.008184896403336063 0.011888485524026786 -0.0008040251604194067 0.012713260262155714 -0.015075649424754927 0.012993896013920234 0.0040162471314490493 -0.0050576825382800342 -0.00029154072299260292 0.0073115124894844157 -0.011764107513795851 leaf_weight=52.131746970117092 15.888980761170385 15.60247816890478 24.928772150538862 16.442575260996819 175.36945444345474 306194.92933875613 23.63146847486496 30.541179731488228 188.97550676763058 14.567623212933539 22.36261197924614 16.154065862298012 12.651170328259466 294.53561881184578 29.155615299940109 25.313035756349564 20.295784220099449 417.31223717331886 189.12799756973982 219.20491620898247 23.629315353929996 171.9631479382515 74.122672349214554 13.915857061743734 114.11233711242676 164.58344750106335 209.86739906668663 15598.86010465771 27.261356756091118 50.481361448764801 leaf_count=309 80 97 299 72 747 1332412 100 126 840 60 94 72 51 1219 141 110 83 1671 872 957 140 784 297 83 464 669 1050 67331 123 203 internal_value=6.35067e-06 0.00651066 0.0121712 5.2194e-06 5.94907e-06 2.2852e-05 0.00150627 0.00072135 0.00846891 0.00122149 0.0253923 -0.0211027 0.00101694 -0.000136541 -0.0184826 -0.0097164 0.00171667 0.00101731 0.00208668 6.52143e-05 -0.00623163 0.00429985 0.00457086 0.00413948 0.00464228 0.00769216 -0.000322835 -0.000354813 0.00128414 -0.00507503 internal_weight=324448 56.4202 40.5313 324391 324375 308514 2319.27 2084.3 234.97 2037.6 45.9941 46.6952 2023.04 1477.31 87.4156 58.26 32.947 1389.9 1095.36 603.925 242.834 361.091 491.435 545.724 531.808 278.696 15860.9 15808.7 253.112 77.7427 internal_count=1411556 476 396 1411080 1411008 1342318 9906 8872 1034 8674 194 198 8614 6325 385 244 134 5940 4721 2753 1097 1656 1968 2289 2206 1133 68690 68381 1073 326 is_linear=0 shrinkage=0.03 Tree=549 num_leaves=31 num_cat=0 split_feature=1 2 1 1 2 2 3 3 2 1 0 2 3 0 0 0 1 2 0 0 0 2 1 3 1 2 1 2 3 0 split_gain=2.50507 4.83907 7.02941 3.56519 1.92847 18.4713 28.5245 11.7626 11.7539 14.8153 14.2347 11.6992 12.8301 13.3712 29.2069 9.24285 9.06224 9.01132 28.8548 15.1438 41.1791 14.3646 16.5364 19.8484 14.1821 13.7307 11.3713 8.8977 19.6243 40.0467 threshold=75.500000000000014 13664.751464843752 82.500000000000014 73.500000000000014 216.45584106445315 210.83787536621097 1.247500002384186 1.469500005245209 219.22713470458987 1.0000000180025095e-35 62.500000000000007 225.0559997558594 1.9854999780654909 55.500000000000007 54.500000000000007 60.500000000000007 9.5000000000000018 249.38574218750003 59.500000000000007 39.500000000000007 38.500000000000007 245.54866027832034 1.0000000180025095e-35 1.247500002384186 8.5000000000000018 238.39634704589847 13.500000000000002 288.74774169921881 1.5979999899864199 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=3 -2 -3 4 5 -1 -7 -8 9 10 15 12 13 14 16 -6 -10 18 19 20 -13 22 -21 -24 -20 -26 -25 28 29 -19 right_child=1 2 -4 -5 8 6 7 -9 11 -11 -12 17 -14 -15 -16 -17 -18 27 24 21 -22 -23 23 26 25 -27 -28 -29 -30 -31 leaf_value=-8.2729351027435648e-05 -0.0077117450529929658 0.027762935050349342 0.0020059208194087197 -0.013969896844379813 0.0010025835993398009 0.0030823612715374206 -0.016462536831774177 -0.0059407327139468884 -0.0039073161418925594 0.0067124849652438999 0.031879659957398276 0.0018081492175226494 0.008442111364793236 -0.010231905368826504 0.024056391613950658 -0.0085540313283620738 0.018112244169361337 -0.0015916539445434 -0.0040161194667539387 -1.2842183515270629e-05 -0.013868027481896718 0.012039453368231279 -0.0053883598937497935 0.0093787094536401851 0.038886864662503823 -0.0084426840030862507 -0.01684582131623363 3.0210277295751367e-05 -0.0020909080960153808 0.0075585310782715397 leaf_weight=26028.090101651847 15.846697464585302 15.435490764677523 24.95073233731091 16.428648486733437 502.61293299496174 325.05367837846279 115.1095816642046 564.87974102795124 718.83708180487156 534.01615527272224 12.289253473281859 2879.3708644062281 80.481207966804504 237.35655756294727 36.625458419322968 111.24314484000206 17.224408164620399 1278.698824942112 955.05806232988834 635.83443878591061 159.14874960482121 204.40057115256786 105.25987635552883 593.18117721378803 13.716393336653711 9.2279298603534681 15.26409302651882 282755.56222327927 4836.5806325301528 648.94540165364742 leaf_count=112238 80 97 299 72 2065 1384 529 2448 3001 2321 50 12089 344 1026 152 447 108 5664 4067 2648 670 856 432 2446 85 57 93 1232561 20534 2693 internal_value=6.15951e-06 0.00633753 0.0118502 5.06197e-06 5.76976e-06 -0.000236826 -0.00422754 -0.00772188 2.78257e-05 0.00304155 -8.92583e-05 1.60207e-05 -0.00308554 -0.00400407 -0.00209098 -0.000729268 -0.00339204 2.74827e-05 0.00122266 0.00221905 0.000987077 0.00462802 0.00350549 0.00663994 -0.00345618 0.0198515 0.00872081 4.48711e-06 -0.00107078 0.00148877 internal_weight=324447 56.2329 40.3862 324390 324374 27033.1 1005.04 679.989 297341 1160.16 626.145 296181 1090.52 1010.04 772.687 613.856 736.061 295090 5570.46 4592.46 3038.52 1553.94 1349.54 713.705 978.002 22.9443 608.445 289520 6764.22 1927.64 internal_count=1411556 476 396 1411080 1411008 116599 4361 2977 1294409 4883 2562 1289526 4631 4287 3261 2512 3109 1284895 23443 19234 12759 6475 5619 2971 4209 142 2539 1261452 28891 8357 is_linear=0 shrinkage=0.03 Tree=550 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 0 1 2 2 2 2 0 2 2 0 2 1 2 3 3 2 3 1 2 0 2 0 2 2 split_gain=3.64353 6.15936 9.9078 7.70007 6.81035 7.9335 6.63457 5.32646 4.9009 4.43925 6.81492 16.4346 11.0256 6.80993 10.1388 5.49471 4.8899 4.27126 4.30617 17.8681 15.3181 23.1909 12.3156 14.3657 18.112 11.1193 18.1529 14.0014 13.7243 9.76743 threshold=11.500000000000002 23.500000000000004 5664.3623046875009 20.500000000000004 12.500000000000002 636.32186889648449 22.500000000000004 16.500000000000004 2267.636352539063 75302.914062500015 28988.621093750004 12812.083496093752 15.500000000000002 40991.593750000007 50250.322265625007 15.500000000000002 16278.651855468752 34.500000000000007 5664.3623046875009 1.0619999766349795 2.3904999494552617 7602.1542968750009 1.6674999594688418 23.500000000000004 40991.593750000007 41.500000000000007 3673.1176757812505 26.500000000000004 466.24169921875006 3575.3942871093755 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 -2 10 11 -4 -13 -12 -15 -16 -14 18 25 -20 21 -21 -23 24 -24 26 27 28 -3 -27 right_child=1 17 9 6 5 -7 7 -9 -10 -11 13 12 16 14 15 -17 -18 -19 19 20 -22 22 23 -25 -26 29 -28 -29 -30 -31 leaf_value=-2.9549932042957256e-05 0.014806229701236162 0.013413876348235107 0.006242892987050371 0.015653656197149403 0.0050958644302061809 -0.021597395999641177 0.0067220427821135069 -0.022937348387659148 -0.0082334902297389358 -0.0033505493412927367 0.017894831390511592 0.010472461287850645 -0.034326091021620181 -0.0088175150118498316 0.017236290489304328 -0.0012468324186525514 -0.012662333848334742 0.00066838628622820973 0.016204970594400247 -0.021167531929378296 -1.7297011138935576e-05 0.00018403116024608802 -0.014179721213545495 0.0014072175907071383 0.0060223815564856426 -0.0009620282173823494 0.0074499711384634097 0.00095555955121523039 -0.013945097475912762 -0.0062939500219751782 leaf_weight=318696.33871562791 13.539506629109381 19.339434087276459 199.53554390370846 24.79297211766243 12.699537843465803 47.50818458199501 11.777719497680666 10.142296999692915 21.510279387235641 63.20578721165657 61.201094716787338 14.827524885535238 13.690105333924292 31.760710448026657 48.103671044111252 20.706766307353973 29.765716210007668 948.77407257957384 43.09088359028101 83.234902672469616 663.35522342473269 301.53693691641092 261.96550907194614 112.82879707217216 47.125823482871056 1147.5617945864797 326.8808985799551 550.0038124397397 112.46881227195263 423.25848554447293 leaf_count=1383786 72 108 820 125 68 271 58 51 101 256 266 63 56 131 210 85 120 4288 188 513 2773 1421 1266 466 205 6177 1343 2851 622 2344 internal_value=-4.29567e-05 -0.000797024 0.00201268 -0.00495413 -0.00984672 -0.015967 0.00502288 -0.00700123 0.000666605 0.00406133 0.00517783 0.00214929 -0.0118653 0.0100045 0.00520289 0.0116743 -0.0194872 -0.00114522 -0.00156566 -0.00283622 -0.00339436 -0.00617138 -0.00444604 -0.00775505 -0.0110996 -0.000820353 0.00163761 -0.00114901 -0.00993088 -0.00239872 internal_weight=324363 5666.19 624.767 141.97 95.2575 60.2077 46.713 21.92 35.0498 482.797 419.591 257.819 58.2833 161.772 100.571 68.8104 43.4558 5041.43 4092.65 1513.14 1470.05 806.692 723.457 421.92 309.091 2579.51 1008.69 681.812 131.808 1570.82 internal_count=1411104 27318 2753 746 512 339 234 109 173 2007 1751 1059 239 692 426 295 176 24565 20277 6832 6644 3871 3358 1937 1471 13445 4924 3581 730 8521 is_linear=0 shrinkage=0.03 Tree=551 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 0 1 2 2 2 2 0 2 2 0 2 1 2 1 0 2 2 0 0 2 0 2 2 0 split_gain=3.43338 5.80234 9.34444 7.27949 6.49239 7.58579 6.21033 5.05296 4.59332 4.18538 6.44461 15.484 10.3882 6.46081 9.56533 5.21218 4.63333 4.02463 4.1126 10.2774 27.0341 11.3738 12.9949 12.0117 10.7343 12.6823 7.4689 13.2114 11.1102 14.5367 threshold=11.500000000000002 23.500000000000004 5664.3623046875009 20.500000000000004 12.500000000000002 636.32186889648449 22.500000000000004 16.500000000000004 2267.636352539063 75302.914062500015 28988.621093750004 12812.083496093752 15.500000000000002 40991.593750000007 50250.322265625007 15.500000000000002 16278.651855468752 34.500000000000007 12255.386718750002 23.500000000000004 45.500000000000007 47761.341796875007 79088.097656250015 25.500000000000004 32.500000000000007 33116.664062500007 56.500000000000007 1268.2044067382815 3081.7368164062505 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 4 8 -6 -5 -8 -2 10 11 -4 -13 -12 -15 -16 -14 18 26 20 21 23 -23 -20 25 -21 -3 -28 -29 -30 right_child=1 17 9 6 5 -7 7 -9 -10 -11 13 12 16 14 15 -17 -18 -19 19 24 -22 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=-2.8663419256782842e-05 0.01425858865872783 -0.00018525821754125988 0.0060611926290155306 0.01509360789058826 0.0049327162720771249 -0.021177465831885175 0.0065034338068975265 -0.022429090925666289 -0.0080107695290128813 -0.0032509803004453987 0.017442463278619334 0.01018346878568107 -0.033401246888009078 -0.0085405594608781738 0.016805165790496499 -0.001209237647810476 -0.012289272925533433 0.00064834989781916157 0.0097668196345499191 0.019248117150291646 0.001531184059567599 0.0063925595762154026 -0.024198306408145021 -0.014372567421802042 -0.0023914733215317078 -0.0040023235762842255 0.0027475605497003907 -0.014536390786320344 0.011288757255342586 -0.0060705746769926057 leaf_weight=318696.55775740277 13.636236339807509 2397.6683466359973 199.35443031787872 24.939248666167259 12.725580886006354 47.004423961043358 11.807942301034929 10.062189832329748 21.446060910820961 63.187655225396156 60.909158438444138 14.791415110230444 13.647728219628332 31.80622960627079 47.861320897936821 20.709965273737907 29.749467968940735 948.75219818810001 19.787935256958008 54.568797156214714 305.72188785299659 60.304241806268692 15.7649078220129 297.08443750441074 188.26764072850347 34.440297991037369 205.22979991883039 113.62845823168755 49.637829661369324 346.33298606052995 leaf_count=1383786 72 12497 820 125 68 271 58 51 101 256 266 63 56 131 210 85 120 4288 81 226 1273 260 73 1451 801 139 1161 522 217 1576 internal_value=-4.16717e-05 -0.000774022 0.00195565 -0.00481917 -0.00959822 -0.0156146 0.00486077 -0.00680808 0.00064517 0.00394616 0.00503197 0.00208704 -0.0115284 0.00973445 0.00505722 0.0113644 -0.0189287 -0.00111197 -0.00152047 -0.00321967 -0.00515909 -0.0103644 5.27729e-05 -0.0128651 0.00166717 0.0102518 -0.000987678 -0.00367914 -0.00626735 -0.00389446 internal_weight=324357 5660.83 623.639 141.622 94.8123 59.73 46.8094 21.8701 35.0823 482.017 418.83 257.543 58.1886 161.287 100.378 68.5713 43.3972 5037.19 4088.44 975.94 698.663 392.942 76.0691 316.872 277.277 89.0091 3112.5 714.829 509.599 395.971 internal_count=1411104 27318 2753 746 512 339 234 109 173 2007 1751 1059 239 692 426 295 176 24565 20277 4304 3138 1865 333 1532 1166 365 15973 3476 2315 1793 is_linear=0 shrinkage=0.03 Tree=552 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 0 1 2 2 2 2 0 2 2 2 0 0 0 1 2 1 2 1 0 2 2 0 0 2 split_gain=3.23386 5.46475 8.81321 6.8818 6.18839 7.25264 5.8149 4.79355 4.30608 3.94611 6.11197 13.1601 7.29004 6.86494 9.02445 6.17102 4.94418 3.93633 5.466 5.45155 4.83604 3.79017 3.88532 9.70006 25.5859 10.7999 12.3058 11.3765 10.119 11.9846 threshold=11.500000000000002 23.500000000000004 5664.3623046875009 20.500000000000004 12.500000000000002 636.32186889648449 22.500000000000004 16.500000000000004 2267.636352539063 75302.914062500015 32150.583984375004 12812.083496093752 15.500000000000002 40991.593750000007 50250.322265625007 18122.241210937504 15.500000000000002 15.500000000000002 20.500000000000004 15.500000000000002 7781.1735839843759 34.500000000000007 12255.386718750002 23.500000000000004 45.500000000000007 47761.341796875007 79088.097656250015 25.500000000000004 32.500000000000007 33116.664062500007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 -2 10 11 17 -13 -12 -15 -14 -16 -4 -19 20 -20 22 -3 24 25 27 -27 -24 29 -25 right_child=1 21 9 6 5 -7 7 -9 -10 -11 13 12 15 14 16 -17 -18 18 19 -21 -22 -23 23 28 -26 26 -28 -29 -30 -31 leaf_value=-2.7803503909636848e-05 0.013735958408724854 -0.00095833556668675356 -0.0063186596898940186 0.014557949599257698 0.0047751481911522051 -0.020764389648789152 0.0062925724328828005 -0.02193208171427339 -0.0077936448018319721 -0.003154358995072971 0.018076273954446609 0.008067692109320488 -0.028352778150451508 -0.0082729806305314561 0.016384891277240576 -0.006495156637091039 -0.0011727833435394358 0.012197646951113047 -0.022820834715358049 0.0072612936311250396 0.0021533682150397331 0.0006289137498529351 0.0094674852339955862 0.018733238889079139 0.0014852363239486342 0.0061912116682734334 -0.023671184113011064 -0.014021851244045983 -0.0023195491438665183 -0.0038811151878800107 leaf_weight=318696.77018141467 13.728975147008894 3111.7600980848074 21.250712275505066 25.079002186655998 12.750738218426703 46.508898988366127 11.837061315774919 9.9827219396829587 21.383190765976906 63.169735923409462 55.398154333233833 15.49173568189144 19.943808734416962 31.849241062998772 47.619998916983604 27.870322793722153 20.713053330779076 96.037828892469406 12.633459016680719 53.663873061537743 15.589300975203512 948.73081657476723 19.800961539149284 54.389291822910309 305.72437480092049 60.396044760942459 15.634482920169829 295.405472189188 188.28201286867261 34.45024710893631 leaf_count=1383786 72 15973 86 125 68 271 58 51 101 256 245 66 82 131 210 112 85 398 51 221 64 4288 81 226 1273 260 73 1451 801 139 internal_value=-4.04241e-05 -0.000751417 0.00190027 -0.00468797 -0.0093557 -0.0152691 0.00470465 -0.00662043 0.000624503 0.00383431 0.00489031 0.00209764 -0.00981745 0.00960185 0.00491572 -0.0156122 0.0110628 0.00588473 0.00734226 0.0016478 -0.00902593 -0.00107929 -0.00147593 -0.00312941 -0.00501714 -0.0100983 5.04794e-05 -0.0125463 0.00161825 0.00996383 internal_weight=324354 5657.08 622.502 141.271 94.3718 59.2596 46.8988 21.8198 35.1122 481.231 418.061 262.481 63.3059 155.58 100.182 47.8141 68.3331 199.175 177.924 81.8866 28.2228 5034.57 4085.84 974.083 696.961 391.237 76.0305 315.206 277.122 88.8395 internal_count=1411104 27318 2753 746 512 339 234 109 173 2007 1751 1080 260 671 426 194 295 820 734 336 115 24565 20277 4304 3138 1865 333 1532 1166 365 is_linear=0 shrinkage=0.03 Tree=553 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 1 2 2 2 2 0 2 2 0 2 0 0 1 2 2 2 0 3 2 2 2 1 1 3 split_gain=3.04576 5.14735 8.31344 6.50573 5.89774 6.93339 5.50552 4.03771 3.72154 5.788 13.7952 9.3023 5.84409 8.5143 4.68991 4.20664 3.70905 5.16206 5.13111 4.53945 3.58417 14.5045 18.7114 13.0091 10.3558 8.9482 8.31 9.5247 9.25321 6.90609 threshold=11.500000000000002 23.500000000000004 5664.3623046875009 20.500000000000004 12.500000000000002 636.32186889648449 17.500000000000004 2267.636352539063 75302.914062500015 28988.621093750004 12812.083496093752 15.500000000000002 40991.593750000007 50250.322265625007 15.500000000000002 16278.651855468752 15.500000000000002 20.500000000000004 15.500000000000002 7781.1735839843759 303.00918579101568 586.10861206054699 35.500000000000007 2.1755000352859502 317.97758483886724 269.47608947753912 418.29415893554693 13.500000000000002 20.500000000000004 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 7 -6 -5 -2 9 10 16 -12 -11 -14 -15 -13 -4 -18 19 -19 23 22 24 25 -22 29 27 -24 -28 -3 right_child=1 20 8 6 5 -7 -8 -9 -10 12 11 15 13 14 -16 -17 17 18 -20 -21 21 -23 26 -25 -26 -27 28 -29 -30 -31 leaf_value=-2.6969361766565125e-05 0.013236797925501489 -0.0043777425046560388 -0.0061278315980406528 0.012065831456752196 0.0046229452835777644 -0.0203579536361609 -0.0094861937065892181 -0.0075819886578432985 -0.0030605987944629879 0.016602380412873423 0.0096793420516933897 -0.031775736394566378 -0.008014404360607387 0.015975077381276195 -0.0011374331104724929 -0.011605869556125376 0.011858539530756013 -0.022096870893922711 0.0070517253304180974 0.0020894631198634778 0.024199270277211159 -0.0012321004002491163 -0.015812955918435668 0.029222581806262717 -0.0060189444058093679 -0.01482961905354763 0.026521261092713487 0.010418547305096115 0.0056591029908960189 0.0067844116290255736 leaf_weight=318696.97607762925 13.817909494042395 320.15249568969011 21.255042269825935 30.606990486383438 12.77504278719425 46.02175198495388 16.374662265181541 21.321661621332169 63.152042537927628 60.313381999731064 14.72689752280712 13.552834600210188 31.889888033270836 47.380043938755989 20.716035127639771 29.699876263737679 95.823892831802368 12.655598625540735 53.601888492703438 15.584184572100638 11.250676766037939 4292.0004895175807 15.294878855347632 10.617811024188994 110.00587032735348 63.218742407858372 53.072476610541344 67.165986947715282 29.92260679602623 59.094046577811241 leaf_count=1383786 72 2329 86 152 68 271 82 101 256 266 63 56 131 210 85 120 398 51 221 64 61 19786 89 52 646 429 274 387 146 366 internal_value=-3.92131e-05 -0.000729468 0.00184681 -0.00456039 -0.009119 -0.0149302 0.00455424 0.000604569 0.00372645 0.00475382 0.00196257 -0.0109141 0.00922714 0.00477825 0.0107691 -0.0179259 0.00571576 0.00713267 0.00159942 -0.00874959 -0.00104756 -0.00079569 0.00573724 -0.00359284 -0.00321518 -0.00438031 0.0122981 0.00555312 0.0189997 -0.00263846 internal_weight=324350 5653.07 621.27 140.918 93.9364 58.7968 46.9817 35.1396 480.352 417.2 256.9 57.9796 160.299 99.986 68.0961 43.2527 198.921 177.666 81.8417 28.2398 5031.8 4578.71 286.712 453.083 121.257 442.465 165.456 82.4609 82.9951 379.247 internal_count=1411104 27318 2753 746 512 339 234 173 2007 1751 1059 239 692 426 295 176 820 734 336 115 24565 21389 1603 3176 707 3124 896 476 420 2695 is_linear=0 shrinkage=0.03 Tree=554 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 0 1 2 1 2 3 3 2 3 1 2 0 2 0 2 1 1 2 2 2 0 2 2 2 split_gain=2.86822 4.84774 7.84129 6.15049 5.61989 6.62744 5.39331 4.38893 3.78685 3.58757 3.66501 16.5623 13.8032 22.7218 11.4402 12.2509 16.3689 10.3951 17.0806 13.2295 13.0686 9.21576 10.8234 9.14768 11.2358 8.97375 10.7153 9.41871 9.88957 20.1289 threshold=11.500000000000002 23.500000000000004 5664.3623046875009 20.500000000000004 12.500000000000002 636.32186889648449 22.500000000000004 15.500000000000002 2267.636352539063 34.500000000000007 5664.3623046875009 1.0619999766349795 2.3904999494552617 7602.1542968750009 1.6674999594688418 23.500000000000004 40991.593750000007 41.500000000000007 3673.1176757812505 26.500000000000004 3365.596557617188 31.500000000000004 15.500000000000002 13664.751464843752 25386.748046875004 3575.3942871093755 72.500000000000014 210.83787536621097 586.10861206054699 418.29415893554693 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 -2 10 17 -12 13 -13 -15 16 -16 18 19 20 -3 22 -20 -17 -25 27 -27 -19 29 -29 right_child=1 9 -4 6 5 -7 7 -9 -10 -11 11 12 -14 14 15 23 -18 25 21 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31 leaf_value=-2.6160259303392144e-05 0.012759694294554168 0.0016263288844755106 0.0036215926186730194 0.013836803027586232 0.004475901360699198 -0.019957964783569968 0.0075422043929584438 -0.019407138649874773 -0.0073756732857271972 0.00064523635086846372 0.015728831261917181 -0.020703949608482462 8.4495862849158181e-05 0.0004054591901472939 -0.013351499885124548 -0.022079130146705924 0.0058772879145303812 -0.0067178461760546574 -0.0012124834471143955 0.00099734325013485221 -0.017606685489636457 -0.012119218536221421 0.011847919937084594 0.010626355665142632 -0.01184963253560675 -0.0044500813979631206 -0.020882799919004224 0.00028720967846222148 -0.0013078076646108891 0.020390168765079496 leaf_weight=318697.17569347832 13.903215214610098 54.404260396957397 479.47544890642166 25.279807940125465 12.798525854945181 45.543098881840706 10.417830377817156 11.379923477768896 21.261464789509773 948.73844051221386 43.202752433717251 82.256789408624172 662.74981095269322 300.56845787912607 258.37285953760147 13.39883905649185 47.108101978898048 203.60725631564856 75.949388533830643 549.63676354289055 76.515776619315147 20.605736181139946 230.19361510872841 71.446005016565323 27.808662563562393 382.08206594735384 39.395352318882942 159.54999411851168 720.62062658369541 62.343376256525517 leaf_count=1383786 72 300 2007 125 68 271 51 58 101 4288 188 513 2773 1421 1266 56 205 1614 308 2851 430 89 946 297 113 2125 219 995 3252 316 internal_value=-3.80393e-05 -0.000708022 0.00179483 -0.00443555 -0.00888795 -0.0145979 0.0044079 -0.0065272 0.000585336 -0.00101652 -0.00140276 -0.00257785 -0.00311818 -0.00576823 -0.00405881 -0.00726786 -0.0103862 -0.000715068 0.00166282 -0.00104405 -0.00961434 0.00730073 0.00860783 0.00118819 0.00432915 -0.00224305 -0.00598604 -0.000866592 0.00039743 0.00593536 internal_weight=324348 5650.61 620.059 140.584 93.5063 58.3416 47.0776 21.7978 35.1647 5030.55 4081.82 1506.91 1463.71 800.96 718.703 418.134 305.481 2574.9 1007.31 680.557 130.92 326.749 306.143 112.654 99.2547 1567.6 421.477 1146.12 942.514 221.893 internal_count=1411104 27318 2753 746 512 339 234 109 173 24565 20277 6832 6644 3871 3358 1937 1471 13445 4924 3581 730 1343 1254 466 410 8521 2344 6177 4563 1311 is_linear=0 shrinkage=0.03 Tree=555 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 1 0 0 2 2 0 0 2 2 3 2 1 0 3 3 3 0 2 2 1 0 3 2 0 split_gain=2.22877 15.4131 20.272 31.9977 14.1715 16.7996 11.834 11.1296 12.0248 20.2494 15.8118 30.9229 18.2811 12.4754 11.0058 20.4875 28.8058 19.4979 36.0295 28.5449 50.6208 41.5371 53.0533 40.4323 33.5606 26.8415 36.1029 25.6439 25.1467 38.0032 threshold=1850.3489990234377 1808.673522949219 52.500000000000007 60.500000000000007 85.500000000000014 62.500000000000007 1.0000000180025095e-35 80.500000000000014 86.500000000000014 1235.1978759765627 1383.2932128906252 88.500000000000014 89.500000000000014 1608.1567382812502 2629.156860351563 28.166500091552738 1898.8924560546877 1.5000000000000002 41.500000000000007 3.4465000629425053 5.0659999847412118 1.9854999780654909 57.500000000000007 2127.8171386718755 2215.613159179688 -5.4999999999999991 47.500000000000007 5.9049999713897714 2215.613159179688 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 7 -3 6 5 -5 -4 -1 13 -10 12 -12 -11 -9 15 17 -17 19 -19 21 -21 22 25 27 -24 26 -2 -22 29 -23 right_child=14 2 3 4 -6 -7 -8 8 9 10 11 -13 -14 -15 -16 16 -18 18 -20 20 23 28 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=9.5092068293960917e-05 0.010335873525537567 0.0052915513591340318 -0.0051337772901891973 0.023052575697923433 0.023582852568854205 -0.010945278376205033 -0.033355604840704205 -0.0029720090239860747 0.0044175532823153172 -0.025930795721872842 0.039247551477961773 -0.0034468522162606342 -0.0031384832375644382 -0.027401591134052189 -1.3961663094354965e-05 0.036288902841153978 -0.016810578805938593 -0.0045557122763747373 0.0021766640258319672 0.0073391587177300179 -0.0305291392539387 0.0085585710635155098 0.017912767395298956 0.0018681123808786599 0.0026246155076703613 -0.0025330898956743347 -0.0027702148166948619 -0.005343475246908788 -0.011120329229244179 -0.0069427416706259034 leaf_weight=111448.60583747365 356.11405806988478 937.57291071116924 20.319922596216202 17.341545060276985 25.284021645784378 53.241938039660454 39.109950140118599 1821.0686072409153 564.71138092130423 56.622265592217445 16.900672182440758 158.04059824347496 71.873749136924744 19.009747445583344 190728.31609823613 29.761444695293903 13.305560912936924 888.29229700565338 3676.2378839477897 857.39864346385002 38.148691609501839 187.93194851279259 180.77681997418404 1396.7067859768867 453.21022540330887 7812.4391868114471 403.49692292511463 786.88063956052065 669.59338182210922 586.72204786539078 leaf_count=477997 2062 4148 88 71 109 220 157 7976 2499 263 73 694 316 82 838885 202 75 3773 14900 3566 163 776 736 6454 1854 32045 2060 3605 2772 2439 internal_value=-2.30616e-05 8.28616e-05 0.00362866 -0.0064107 0.00431104 -0.0025924 -0.0237062 4.89162e-05 -0.00185131 0.00105901 -0.00519141 0.000677756 -0.013182 -0.00322439 -8.1453e-05 -0.000783449 0.0198838 -0.000832103 0.000866492 -0.00139682 0.00114723 -0.00213234 -0.00139027 -0.00124233 0.00698392 -0.00200963 0.00337406 -0.00650804 -0.00686249 -0.00318211 internal_weight=324315 115250 1092.87 155.297 95.8675 70.5835 59.4299 114157 2708.23 868.149 303.437 174.941 128.496 1840.08 209065 18337 43.067 18293.9 4564.53 13729.4 3079.13 10650.3 9206.04 2221.74 633.987 8572.05 759.611 825.029 1444.25 774.654 internal_count=1411060 494693 4793 645 400 291 245 489900 11903 3845 1346 767 579 8058 916367 77482 277 77205 18673 58532 13788 44744 38757 10222 2590 36167 4122 3768 5987 3215 is_linear=0 shrinkage=0.03 Tree=556 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 1 0 0 2 2 0 0 2 0 2 2 2 2 3 2 1 0 3 3 3 0 2 2 1 split_gain=2.0969 14.5122 19.0874 30.1257 13.3455 15.827 11.1833 10.4784 11.3195 19.0694 14.952 29.1248 17.4399 11.8115 10.9217 22.7618 33.5044 27.6175 10.3546 19.4915 27.6147 18.3446 33.9156 26.8579 47.6435 39.0748 49.9361 38.0183 31.6514 25.2662 threshold=1850.3489990234377 1808.673522949219 52.500000000000007 60.500000000000007 85.500000000000014 62.500000000000007 1.0000000180025095e-35 80.500000000000014 86.500000000000014 1235.1978759765627 1383.2932128906252 88.500000000000014 89.500000000000014 1608.1567382812502 74.500000000000014 586.10861206054699 418.29415893554693 216.45584106445315 2629.156860351563 28.166500091552738 1898.8924560546877 1.5000000000000002 41.500000000000007 3.4465000629425053 5.0659999847412118 1.9854999780654909 57.500000000000007 2127.8171386718755 2215.613159179688 -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 7 -3 6 5 -5 -4 14 13 -10 12 -12 -11 -9 -1 16 17 -16 19 21 -21 23 -23 25 -25 26 29 -26 -28 -2 right_child=18 2 3 4 -6 -7 -8 8 9 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 24 27 -27 28 -29 -30 -31 leaf_value=4.4241723402592791e-05 0.0032797179648849104 0.0051360146699058282 -0.0049739369072800922 0.022393741618251327 0.022895174711684479 -0.010626995683652518 -0.032405743515239643 -0.002884340419782853 0.0042848600669282118 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180.50724145770073 1396.3853412941098 453.11387068033218 7814.1302486211061 leaf_count=465953 4122 4148 88 71 109 220 157 7976 2499 263 73 694 316 82 928 5026 4648 1442 838885 202 75 3773 14900 3566 3768 5987 736 6454 1854 32045 internal_value=-2.2368e-05 8.0375e-05 0.00352211 -0.00622384 0.00418599 -0.00251729 -0.0230097 4.7447e-05 -0.00179689 0.00102767 -0.00504539 0.000657736 -0.0128356 -0.00312944 9.22389e-05 0.0019298 -0.000370973 0.0057725 -7.90056e-05 -0.000759936 0.0195133 -0.000807127 0.000840557 -0.00135487 0.00111287 -0.00206832 -0.00134854 -0.00120487 0.00677843 -0.00194925 internal_weight=324312 115248 1092.16 155.164 95.7712 70.5088 59.3929 114156 2706.68 867.619 302.886 174.868 128.019 1839.06 111449 2836.96 1636.95 536.9 209065 18336.1 42.5827 18293.5 4564.13 13729.4 3079.11 10650.3 9205.87 2221.98 633.621 8572.25 internal_count=1411060 494693 4793 645 400 291 245 489900 11903 3845 1346 767 579 8058 477997 12044 7018 2370 916367 77482 277 77205 18673 58532 13788 44744 38757 10222 2590 36167 is_linear=0 shrinkage=0.03 Tree=557 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 1 0 0 2 2 0 0 2 0 2 2 2 2 2 0 2 3 2 1 0 3 3 3 0 split_gain=1.97286 13.6642 17.9728 28.3736 12.5701 14.9126 10.5783 9.86527 10.6554 17.9585 14.139 27.4457 16.6391 11.1855 10.2753 21.4049 31.5249 25.9634 9.84827 12.7413 21.0703 9.74235 18.5432 26.4745 17.2597 31.9255 25.27 44.8423 36.7561 47.003 threshold=1850.3489990234377 1808.673522949219 52.500000000000007 60.500000000000007 85.500000000000014 62.500000000000007 1.0000000180025095e-35 80.500000000000014 86.500000000000014 1235.1978759765627 1383.2932128906252 88.500000000000014 89.500000000000014 1608.1567382812502 74.500000000000014 586.10861206054699 418.29415893554693 216.45584106445315 606.20260620117199 628.16021728515636 77.500000000000014 2629.156860351563 28.166500091552738 1898.8924560546877 1.5000000000000002 41.500000000000007 3.4465000629425053 5.0659999847412118 1.9854999780654909 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 7 -3 6 5 -5 -4 14 13 -10 12 -12 -11 -9 -1 16 17 -16 -17 20 -20 22 24 -24 26 -26 28 -28 29 -2 right_child=21 2 3 4 -6 -7 -8 8 9 10 11 -13 -14 -15 15 18 -18 -19 19 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=4.2914448188773017e-05 -0.0018906695516944713 0.0049850099661173314 -0.0048193045203496635 0.021758119805944613 0.022231723435476559 -0.010318237825524721 -0.031498407068439198 -0.0027992249270489878 0.0041561857813669509 -0.024801536057033162 0.037025611204070316 -0.0032454738741988318 -0.0029549855951865166 -0.026046941722342089 -0.0031508487823481944 0.011759826373102177 -0.0032696855829571487 0.010571468419807911 -0.042471778707342561 0.0048763065616436009 -0.0010446386919951197 -1.3136546696291184e-05 0.03535782786671185 -0.015762296159290101 -0.0042941330137883701 0.0020475945975425053 0.0069098863350556946 -0.0011686006825387648 -0.0064551128192695878 0.0065791813065110075 leaf_weight=108612.2523844149 8572.6448727026582 936.42653121054173 20.365869984030724 17.288187548518181 25.236262798309326 53.141180172562599 38.970301434397697 1819.2351641952991 564.75021208077669 55.715437367558479 16.856753811240196 157.92884189635515 71.82616138458252 18.819394156336784 194.63735751062632 163.40000919997692 1099.5997850000858 342.3847561776638 12.828988716006277 944.57770855724812 79.660760045051575 190728.58990581229 28.755102470517159 13.351092431694267 886.73112381994724 3676.9955860376358 856.85211934149265 2222.1708320528269 1444.6401749104261 633.23810893297195 leaf_count=465953 36167 4148 88 71 109 220 157 7976 2499 263 73 694 316 82 928 684 4648 1442 54 3952 336 838885 202 75 3773 14900 3566 10222 5987 2590 internal_value=-2.16965e-05 7.79624e-05 0.00341875 -0.00604361 0.004065 -0.0024445 -0.0223414 4.60212e-05 -0.00174406 0.000997271 -0.00490361 0.000638369 -0.0124985 -0.00303725 8.94707e-05 0.00187178 -0.000359954 0.00559798 0.00491435 0.00383578 -0.00679088 -7.66332e-05 -0.000737139 0.0191486 -0.00078291 0.000815398 -0.00131419 0.00107954 -0.00200621 -0.00130806 internal_weight=324310 115246 1091.43 155.002 95.6656 70.4294 59.3362 114154 2705.13 867.077 302.327 174.786 127.542 1838.05 111449 2837.09 1636.62 537.022 1200.47 1037.07 92.4897 209064 18335.4 42.1062 18293.3 4563.73 13729.5 3079.02 10650.5 9205.88 internal_count=1411060 494693 4793 645 400 291 245 489900 11903 3845 1346 767 579 8058 477997 12044 7018 2370 5026 4342 390 916367 77482 277 77205 18673 58532 13788 44744 38757 is_linear=0 shrinkage=0.03 Tree=558 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 1 1 3 1 0 0 0 2 3 2 1 0 3 3 2 3 0 2 3 1 0 2 0 3 split_gain=1.85615 12.8659 16.924 26.7322 11.8418 14.0528 10.0146 9.3332 10.3083 10.0356 13.9988 23.9255 16.9168 9.16558 17.6401 25.3827 16.2373 30.052 23.7723 42.2065 35.7472 34.5799 44.2379 29.8768 25.5678 23.7855 31.4023 23.6578 35.7411 21.6944 threshold=1850.3489990234377 1808.673522949219 52.500000000000007 60.500000000000007 85.500000000000014 62.500000000000007 1.0000000180025095e-35 1.5000000000000002 1.0205000042915346 -2.4999999999999996 47.500000000000007 31.500000000000004 39.500000000000007 2629.156860351563 28.166500091552738 1898.8924560546877 1.5000000000000002 41.500000000000007 3.4465000629425053 5.0659999847412118 2127.8171386718755 1.9854999780654909 57.500000000000007 2215.613159179688 5.4584999084472665 -6.4999999999999991 47.500000000000007 2215.613159179688 25.500000000000004 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 7 -3 6 5 -5 -4 9 -9 10 11 -1 -13 14 16 -16 18 -18 21 -20 24 22 25 -24 -21 26 -2 28 -23 -30 right_child=13 2 3 4 -6 -7 -8 8 -10 -11 -12 12 -14 -15 15 -17 17 -19 19 20 -22 27 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.00027086556202373356 0.01137783781873883 0.0048384051165190969 -0.0046696921879509513 0.021144390869721166 0.021591165568341963 -0.010018672607125809 -0.030630185155386725 0.0039186497119217383 -0.00065849881148199378 0.00027639024471899621 0.00094812069928298546 -0.0053515539586926489 -0.0012192602876102423 -1.2742481664905126e-05 0.034900412286471345 -0.0152650123728821 -0.0041689236113308841 0.0019859746741976128 0.0067048879839140757 -0.051644933250013063 0.0017933192565456931 0.0086932594992730518 0.016720489128488069 0.0022745012032105013 -0.0054683128508422312 -0.0022646427334783495 -0.0024533086629696301 -0.010389981287285757 -0.0019920351302538468 -0.013991356960410539 leaf_weight=3635.1552758328617 275.37162113934755 935.86512833833694 20.387485280632973 17.256763339042664 25.205869510769844 53.089031413197517 38.874114483594894 453.35034570097923 19085.17210804671 84230.695419736207 3173.9131787121296 1701.0523274242878 1873.7571367323399 190728.72069151769 28.265464834868908 13.372119121253489 885.97397980093956 3677.3459240607917 856.56282538175583 10.936520203948019 1396.2741931527853 187.972975730896 180.10349068045616 452.76747205853462 815.2549936324358 7980.4671076983213 318.74090380966663 669.80472296476364 374.46576038002968 212.59031207859516 leaf_count=16936 1678 4148 88 71 109 220 157 2098 89178 352254 13936 7296 8202 838885 202 75 3773 14900 3566 46 6454 776 736 1854 3722 32824 1665 2772 1564 875 internal_value=-2.10458e-05 7.56216e-05 0.00331848 -0.00586964 0.00394788 -0.00237396 -0.0216991 4.46376e-05 -0.000552296 0.000167908 -0.000712063 -0.0014429 -0.00318559 -7.43322e-05 -0.000714971 0.0187895 -0.000759362 0.000790994 -0.00127459 0.00104716 -0.00113339 -0.00194569 -0.00126859 0.00638556 -0.00607957 -0.00183353 0.00395744 -0.00626061 -0.00269187 -0.00633734 internal_weight=324309 115244 1090.68 154.813 95.5517 70.3458 59.2616 114153 19538.5 94614.6 10383.9 7209.96 3574.81 209065 18336.3 41.6376 18294.6 4563.32 13731.3 3079.03 2222.47 10652.3 9207.45 632.871 826.192 8574.58 594.113 1444.83 775.029 587.056 internal_count=1411060 494693 4793 645 400 291 245 489900 91276 398624 46370 32434 15498 916367 77482 277 77205 18673 58532 13788 10222 44744 38757 2590 3768 36167 3343 5987 3215 2439 is_linear=0 shrinkage=0.03 Tree=559 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 1 0 0 2 2 0 0 2 0 2 2 2 1 2 2 0 1 3 3 0 2 2 1 2 split_gain=1.7464 12.1144 15.937 25.1933 11.1575 13.244 9.5915 9.32095 10.0298 16.9143 13.3677 25.8758 15.8748 10.5949 9.62297 20.1285 29.6589 24.4066 9.57467 9.25994 11.988 20.0133 8.72784 11.4915 16.6084 23.7802 11.1114 17.467 10.5595 10.2332 threshold=1850.3489990234377 1808.673522949219 52.500000000000007 60.500000000000007 85.500000000000014 62.500000000000007 -1.4999999999999998 80.500000000000014 86.500000000000014 1235.1978759765627 1383.2932128906252 88.500000000000014 89.500000000000014 1608.1567382812502 74.500000000000014 586.10861206054699 418.29415893554693 216.45584106445315 1.5000000000000002 606.20260620117199 628.16021728515636 77.500000000000014 -2.4999999999999996 1.1054999828338625 2.1755000352859502 39.500000000000007 164.66607666015628 498.67184448242193 1.5000000000000002 65.889682769775405 decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 -4 14 13 -10 12 -12 -11 -9 22 16 17 18 -16 -17 21 -21 23 -1 25 -25 29 -28 -24 -27 right_child=-2 2 3 4 -6 -7 -8 8 9 10 11 -13 -14 -15 15 19 -18 -19 -20 20 -22 -23 28 24 -26 26 27 -29 -30 -31 leaf_value=0.0020781745720554502 -7.2098703278693406e-05 0.0046960714078840672 0.0019952498908512705 0.020551349396923338 0.020972285790411032 -0.0097279860895267845 -0.027403198320720489 -0.0027210251952057311 0.0040272581383395843 -0.024261211491323306 0.035986150459221662 -0.0031543825905371685 -0.0028715026869343668 -0.025406152992323024 -0.00019476993585669977 0.011396659986709023 -0.0031778301553881771 0.010242805253906652 -0.018508082049812837 -0.041531037683817482 0.0047227850605357363 -0.0010183526416775051 0.00027599444203266291 -0.005184537775918676 0.0003033467145570429 0.0094666697371064996 0.0013551636032975599 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8.55222e-05 0.00181037 -0.000354359 0.00542357 -0.00306265 0.00476021 0.00371437 -0.00660031 4.04686e-05 -0.000802568 -0.00116046 -0.00230485 -0.000820763 -0.000119442 0.000126257 -0.00513553 internal_weight=324305 115241 1089.91 154.601 95.4303 70.2586 59.1709 114151 2703.5 866.489 301.756 174.692 127.064 1837.01 111448 2836.95 1636.22 537.102 194.538 1200.73 1037.27 92.3776 108611 10031.6 8923.02 5007.88 3304.74 2842.69 98579.3 462.05 internal_count=1411060 494693 4793 645 400 291 245 489900 11903 3845 1346 767 579 8058 477997 12044 7018 2370 928 5026 4342 390 465953 44861 39841 21734 14438 12398 421092 2040 is_linear=0 shrinkage=0.03 Tree=560 num_leaves=31 num_cat=0 split_feature=2 2 0 0 3 2 2 0 2 2 2 2 1 1 0 0 1 3 0 0 0 2 2 2 0 0 0 0 1 3 split_gain=3.05261 22.1534 22.5044 22.1714 15.7769 29.5153 22.8029 25.3417 16.9779 17.0021 24.1238 19.2243 16.5584 16.3919 15.4664 35.7502 29.11 19.9676 19.335 36.207 15.3824 15.2518 15.2148 37.1112 14.2596 16.2352 14.0335 16.1615 13.6276 27.1404 threshold=58553.552734375007 54578.230468750007 89.500000000000014 86.500000000000014 21.500000000000004 15166.320312500002 3309.9538574218755 1.5000000000000002 12255.386718750002 6643.0878906250009 8322.3417968750018 10010.478027343752 1.0000000180025095e-35 1.0000000180025095e-35 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 4.7190001010894784 14.500000000000002 4.5000000000000009 93.500000000000014 13908.505371093752 1898.8924560546877 1750.7693481445315 55.500000000000007 35.500000000000007 10.500000000000002 13.500000000000002 1.0000000180025095e-35 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 4 3 14 -1 6 22 21 9 12 -11 -12 -9 -13 15 16 -3 -16 19 -17 -4 -8 23 -6 25 -2 -21 -28 -7 -30 right_child=24 2 20 -5 5 28 7 8 -10 10 11 13 -14 -15 17 18 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=5.3681539802074177e-05 -0.00044249326992538615 0.01012830715529227 -0.03780377306825583 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13.64780433475971 5.6616860972717395 267.71149579435587 32.694544054567814 4187.2621821071953 568.87640176713467 101.03518044948578 37.460227131843567 1652.5106914937496 120.53385098651052 leaf_count=1231362 115138 688 84 110 666 8241 2604 4156 772 1868 653 739 2877 637 3284 2634 1096 537 347 311 60 143 1315 233 18768 2395 420 154 7502 1261 internal_value=1.51501e-05 4.35909e-05 0.00317328 0.00358573 2.20724e-05 -0.0015057 0.000662935 0.00175573 0.00259997 0.00192321 -0.00167271 0.00339933 0.00389872 -0.00102105 0.00322962 0.00576472 -0.00244353 0.000432579 0.0095713 0.00773902 -0.0211176 -0.00913202 -0.00581292 0.00180152 -0.000282698 -0.000563652 -0.00246227 0.00305773 -0.00356089 -0.00526658 internal_weight=324322 296052 2021.64 1987.88 294031 5960.07 2899.99 2481.27 2302.72 2154.05 763.779 400.936 1390.27 275.975 1963.08 1029.76 326.252 933.325 703.507 619.433 33.7529 178.553 418.714 151.002 28269.4 24082.1 207.989 138.495 3060.08 1773.04 internal_count=1411055 1274754 9725 9581 1265029 33667 16663 14449 11702 10930 3897 2029 7033 1376 9471 5650 1784 3821 3866 3519 144 2747 2214 899 136301 117533 885 574 17004 8763 is_linear=0 shrinkage=0.03 Tree=561 num_leaves=31 num_cat=0 split_feature=3 2 2 3 2 2 3 3 2 3 0 2 2 3 2 2 3 3 3 3 2 2 2 3 2 3 1 1 2 0 split_gain=2.93556 32.0334 51.203 82.9168 66.3414 42.2694 54.472 37.1186 34.4718 57.9014 38.7017 27.5405 44.9815 70.0121 38.9277 35.6224 38.8804 37.7289 35.1118 30.8039 40.0751 34.6668 29.3786 30.1543 34.898 44.6482 29.2699 31.8706 29.1352 25.3994 threshold=2.7749999761581425 6336.3120117187509 11728.783203125002 1.532000005245209 8322.3417968750018 7957.9211425781259 1.1510000228881838 1.6674999594688418 3985.294067382813 1.6674999594688418 51.500000000000007 6806.8054199218759 10983.356445312502 4.1315000057220468 2363.3640136718755 8322.3417968750018 4.7190001010894784 7.0125000476837167 5.0659999847412118 4.4095001220703134 21631.834960937504 29989.942382812504 9759.5722656250018 2.9229999780654912 8322.3417968750018 3.653500080108643 1.0000000180025095e-35 -8.4999999999999982 9293.0400390625018 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=1 8 3 5 7 6 -3 -5 -1 10 -10 14 13 22 -2 18 28 29 -15 20 26 -22 23 -13 25 -25 27 -14 -17 -18 right_child=11 2 -4 4 -6 -7 -8 -9 9 -11 -12 12 19 15 -16 16 17 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0001281319262021481 -2.8802281922459295e-05 0.0021387202555347793 3.8049718317189199e-05 -0.0077888571315212884 -0.0083727548538628134 0.0013359543876861591 -0.007474997615134032 0.0023426969277552659 -0.0031757966773639404 0.0026105372916315774 0.0029370407080897957 0.014399109820495064 -0.014989645402955677 -0.0070107877463099419 -0.0015928355767184574 -0.00038180956098019951 -0.0015032613490911844 0.0038625376693387425 0.000160743571464746 0.00024456671197516837 0.0032410939200351705 -0.0014986646696109993 -0.0066899984116268263 0.0045256847300305068 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23.6229 18.6289 16.3764 15.5074 15.625 17.9555 29.1606 23.2208 20.876 18.1733 17.2665 14.8309 14.5604 33.801 threshold=58553.552734375007 54578.230468750007 89.500000000000014 86.500000000000014 21.500000000000004 31044.129882812504 39331.130859375007 42648.800781250007 47761.341796875007 28.166500091552738 3.5000000000000004 1.0000000180025095e-35 34238.300781250007 -1.4999999999999998 2.5000000000000004 3309.9538574218755 6643.0878906250009 1.0000000180025095e-35 34238.300781250007 7957.9211425781259 10010.478027343752 1.0000000180025095e-35 26225.782226562504 3.5000000000000004 28052.395507812504 28052.395507812504 28988.621093750004 1.5000000000000002 15.500000000000002 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 4 3 28 -1 15 10 14 13 -10 12 -11 -7 -9 -8 -6 17 -17 -12 -18 -21 25 -23 24 -24 -22 -25 -26 29 -3 right_child=-2 2 -4 -5 5 6 7 8 9 11 18 -13 -14 -15 -16 16 19 -19 -20 20 21 22 23 26 27 -27 -28 -29 -30 -31 leaf_value=5.1434585087270898e-05 -0.00027382881452763072 -0.0023870715301993893 -0.02043281751471834 0.031096297409215934 -0.0056145428523788326 0.0060864874567202977 0.010236279672911462 0.0073909703262577979 0.0033967581399179918 0.0024881625482578839 -0.032575319898325517 -0.018640617051118896 -0.011489720558955377 -0.01387321926723011 -0.020201277629764394 0.00035073574627983114 -0.0075221621332741224 0.0071821589545772923 -0.012896872288319906 0.0081644050154263178 0.0035386861639630975 -0.0066157233630678124 -0.0059897486971509008 0.0044276647924177022 0.051433810110911922 -0.016465557358527165 -0.025466269428422804 0.01840385922827387 0.00043079468938679821 0.0093200643989392821 leaf_weight=288057.6867117316 28267.423606934026 324.94427722319961 33.847358830273151 24.57810389995575 418.3632000181824 101.34888849034905 212.80859637632966 51.90212023537606 625.18965030834079 79.344013277441263 66.959201589226723 149.66180153936148 211.33223143219948 380.28225980699062 18.436657324433327 748.96488073002547 312.62985071539879 690.4517816491425 88.190004013478756 177.59191671665758 676.43884394224733 735.0999585352838 22.400148749351501 66.389140203595161 17.244744271039963 43.501046940684319 23.560424000024796 42.112800925970078 933.41124691814184 700.32554699853063 leaf_count=1231362 136301 1784 144 110 2214 626 1082 380 3363 518 287 834 1007 2083 77 4880 1620 2960 391 960 4643 4677 134 295 97 260 103 176 3821 3866 internal_value=1.42585e-05 4.1767e-05 0.00308671 0.0034881 2.08772e-05 -0.00145597 -0.00437423 -0.00234245 -0.00416742 -0.000548761 -0.0109653 -0.0113201 -0.00579277 -0.0113195 0.00780956 1.75741e-06 0.000662443 0.0036276 -0.0213897 -0.00135369 -0.000284906 -0.00120732 -0.00401567 0.0071155 0.0186873 0.00232997 -0.00340243 0.0279998 0.00314167 0.00560966 internal_weight=324302 296035 2017.11 1983.26 294018 5960.2 1985.46 1517.63 1286.38 854.195 467.83 229.006 312.681 432.184 231.245 3974.75 3556.39 1439.42 155.149 2116.97 1804.34 1626.75 906.807 171.707 81.7577 719.94 89.9496 59.3575 1958.68 1025.27 internal_count=1411055 1274754 9725 9581 1265029 33667 10648 8337 7178 4715 2311 1352 1633 2463 1159 23019 20805 7840 678 12965 11345 10385 5482 805 407 4903 398 273 9471 5650 is_linear=0 shrinkage=0.03 Tree=563 num_leaves=31 num_cat=0 split_feature=3 2 2 3 2 2 3 3 2 3 0 2 2 3 2 2 3 3 3 0 2 3 2 2 2 3 2 3 1 1 split_gain=2.69209 30.1062 48.2321 78.0525 62.4521 39.8026 51.3627 34.9573 32.4473 54.4942 36.4309 26.304 42.0848 65.8618 36.8636 33.6647 75.2109 53.6354 35.175 31.4757 31.1049 29.1187 37.7839 32.5542 27.6499 28.4556 32.8934 42.0314 27.5923 29.9335 threshold=2.7749999761581425 6336.3120117187509 11728.783203125002 1.532000005245209 8322.3417968750018 7957.9211425781259 1.1510000228881838 1.6674999594688418 3985.294067382813 1.6674999594688418 51.500000000000007 6806.8054199218759 10983.356445312502 4.1315000057220468 2363.3640136718755 9293.0400390625018 5.0659999847412118 5.9049999713897714 7.0125000476837167 81.500000000000014 7113.1401367187509 4.4095001220703134 21631.834960937504 29989.942382812504 9759.5722656250018 2.9229999780654912 8322.3417968750018 3.653500080108643 1.0000000180025095e-35 -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 8 3 5 7 6 -3 -5 -1 10 -10 14 13 24 -2 17 -17 19 -18 20 -15 22 28 -24 25 -13 27 -27 29 -14 right_child=11 2 -4 4 -6 -7 -8 -9 9 -11 -12 12 21 15 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00012274434991660547 -2.8800114332200793e-05 0.0020723065114175705 3.620375706152746e-05 -0.007565000128635921 -0.0081266285023001584 0.0012942443421239502 -0.0072652725144938153 0.002270924036193249 -0.0030840737495421784 0.0025313494375810192 0.0028470039375160664 0.013991074585283774 -0.014518850131997852 -0.017176617933387477 -0.0015507514122576099 0.0057695875389623475 -0.0047982031301015962 0.002126499357514247 0.0035032319339782167 -0.01416184740851271 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4013 internal_value=1.38307e-05 9.08331e-05 -0.000668436 -0.00231986 -0.00544969 -0.000308095 -0.00359999 -0.000639758 0.000288209 0.00151809 -0.00132633 -8.31949e-05 0.000285368 0.00167526 -0.00053083 -1.03483e-05 0.00189499 -0.00178568 -0.0021487 -0.0044468 -0.00339016 -6.09137e-05 -0.00143161 -0.000615117 0.00391567 0.00427062 0.00386633 0.00243198 -0.00507852 -0.0019171 internal_weight=324296 180805 37303.7 11156.6 4365.28 6791.31 2223.43 1560.81 143501 17016.8 4469.65 143492 78696.6 15696.1 64795.3 8957.07 4320.35 4636.72 2114.05 2759.6 2488.9 63000.5 11420.1 9331.03 6739.03 6516.68 6256.46 4360.52 2089.1 1134.89 internal_count=1411055 772010 154279 46749 17970 28779 9821 6472 617731 71591 19816 639045 356712 65827 282333 37992 18231 19761 9116 11359 10253 290885 46517 38030 27835 26923 25836 17976 8487 4627 is_linear=0 shrinkage=0.03 Tree=564 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 3 2 2 0 2 2 2 2 1 2 2 1 2 2 0 0 1 3 0 0 0 0 0 0 0 split_gain=2.67387 19.74 19.9391 20.0458 14.3251 13.8198 27.0148 20.0953 23.6027 16.1854 16.1486 32.846 14.515 14.4397 14.3113 17.1757 14.8678 14.0956 35.4898 13.6646 31.9622 27.5078 18.9057 18.197 34.6466 13.5739 15.3347 13.1937 15.2279 12.7567 threshold=58553.552734375007 54578.230468750007 89.500000000000014 86.500000000000014 93.500000000000014 21.500000000000004 15166.320312500002 3309.9538574218755 1.5000000000000002 12255.386718750002 5540.9907226562509 5423.7912597656259 13908.505371093752 1.0000000180025095e-35 8322.3417968750018 10010.478027343752 1.0000000180025095e-35 1898.8924560546877 1850.3489990234377 15.500000000000002 3.5000000000000004 1.0000000180025095e-35 4.7190001010894784 14.500000000000002 4.5000000000000009 55.500000000000007 33.500000000000007 10.500000000000002 13.500000000000002 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 5 3 19 -4 -1 7 17 12 10 11 13 -9 -10 -12 -16 -17 18 -7 20 21 -3 -21 24 -22 26 29 -26 -29 -2 right_child=25 2 4 -5 -6 6 -8 8 9 -11 14 -13 -14 -15 15 16 -18 -19 -20 22 23 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=4.9338272482965595e-05 0.005587999117121609 0.0099287991605825944 -0.035844520278246736 0.030440956707895969 0.0039706538107502614 -0.004766583088576996 -0.0033780128490294098 -0.010382164149243416 0.00025379295705887098 0.012090869394382199 -0.0044105854185764988 0.037806051818471284 0.038944152970747332 0.0068280777404689259 0.012359373003242639 0.0060022009260296506 -0.0079621596823337623 -0.0095477748567074534 0.033611812995335028 0.0021518600799639463 0.012376503990688075 -0.0085420833004057738 -0.010150333058700512 0.022193401981392129 -0.013341918088901072 0.0013113313206602208 -0.0048438118316178023 0.0087532912904243528 -0.013645961282325005 -0.00048830762003968171 leaf_weight=288044.58530548983 315.2125673214905 109.39870193228126 20.229162976145744 24.351611204445362 13.600878365337847 124.42152113839984 3057.2678035795689 172.18716846965253 632.21038954332471 148.24492301046848 524.84647919237614 25.470828600227833 5.541911448352038 573.37709508091211 124.69144206121564 135.54062257707119 138.98113280534744 267.76959796622396 26.263058349490166 802.65352845937014 406.21174306795001 215.51633193343878 130.73904183506966 83.67057503759861 69.553831480443478 4186.4587445221841 722.55395710468292 100.71552189439535 37.481437295675278 23043.096540497616 leaf_count=1231362 12797 688 84 110 60 702 17004 2604 3642 772 2671 134 143 2454 653 739 637 1315 197 3284 2634 1096 537 347 311 18768 3023 420 154 101713 internal_value=1.34166e-05 4.00369e-05 0.00299988 0.00339002 -0.0198374 1.97598e-05 -0.00141052 0.000663995 0.00168966 0.00250245 0.00184289 0.00409279 -0.00884408 0.00338052 -0.00115449 0.0031263 -0.00106749 -0.00541737 0.00192245 0.00305324 0.00544893 -0.00232295 0.000428708 0.0090686 0.00727996 -0.000265352 -0.000539459 -0.00268523 0.00267822 -0.00040631 internal_weight=324283 296016 2014.12 1980.29 33.83 294001 5956.81 2899.55 2481.09 2303.36 2155.12 1231.06 177.729 1205.59 924.06 399.213 274.522 418.454 150.685 1955.94 1022.55 324.915 933.393 697.633 613.963 28267.3 24080.9 207.751 138.197 23358.3 internal_count=1411055 1274754 9725 9581 144 1265029 33667 16663 14449 11702 10930 6230 2747 6096 4700 2029 1376 2214 899 9471 5650 1784 3821 3866 3519 136301 117533 885 574 114510 is_linear=0 shrinkage=0.03 Tree=565 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 1 2 1 2 2 1 2 2 2 2 2 2 0 1 1 1 2 2 2 2 1 2 0 2 split_gain=3.98142 18.6671 36.0595 20.2098 30.9726 14.2361 12.8899 11.7515 15.4545 14.9649 12.6 16.1695 24.5213 10.5884 9.44889 17.0815 13.0464 9.06942 10.5611 11.4249 8.05617 6.44731 6.25697 5.8072 4.84566 16.8053 4.74311 4.00921 12.9983 18.5129 threshold=1.5000000000000002 16701.354492187504 20329.439453125004 28052.395507812504 31044.129882812504 10983.356445312502 -3.4999999999999996 94341.222656250015 1.0000000180025095e-35 75302.914062500015 47761.341796875007 1.0000000180025095e-35 45803.917968750007 34238.300781250007 33116.664062500007 44208.716796875007 45803.917968750007 4406.9799804687509 1.0000000180025095e-35 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 11465.855468750002 54578.230468750007 23051.732421875004 21631.834960937504 -1.0000000180025095e-35 16278.651855468752 11.500000000000002 89168.484375000015 decision_type=2 2 2 2 2 2 2 2 2 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 21 24 -5 17 -6 9 -9 10 11 12 13 -8 -13 -16 -17 18 -1 20 -20 -3 -7 26 25 -4 -12 -2 29 -29 right_child=27 2 3 4 6 22 7 8 -10 -11 23 14 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.030068681642246773 5.9371397121544671e-05 0.023904274046591588 -0.023153506423518058 0.04188529721363999 0.030424789420944606 -0.031805939229868296 -0.024772634485681691 0.012906446352422577 -0.0032109437463255066 -0.020935760741146388 0.013562594874202874 -0.018421341125554519 -0.042754294742708164 0.023772250773238444 0.069491425510189456 -0.027940392849761506 0.02779492392319648 0.027033326320703849 0.0034766571238291598 0.011752959974512875 -0.03509951706268416 0.057825429682194271 -0.0084166580118338 0.0081575392898766853 -0.02098760369260836 0.051792022244967435 0.055567037120682485 0.000935364030854634 -0.00053621893930275904 -0.0006133027527830524 leaf_weight=8.7858667784603295 253604.17414103076 8.4830073928460479 8.3546421788632852 20.451134517788887 15.965156377060337 11.119862984865902 6.3649473972618607 148.53065337985754 83.726042881608009 34.798291932791471 4.8917865417897701 7.5594626963138607 19.718268044292927 11.088433884084223 4.9323184564709672 6.2966868206858626 9.4563739448785782 15.229590918868778 7.6232329560443768 17.201750323176384 13.50175079703331 12.435329705476761 138.55648375861347 35.942290794104338 33.601313207298517 3.973429085686802 4.7871162556111795 16792.315991230309 41493.350662221201 11849.089140415192 leaf_count=3860 1085790 300 112 144 1798 114 121 9718 425 390 85 69 222 200 51 83 134 354 260 71 288 57 2110 474 423 87 78 79181 171415 53286 internal_value=8.71605e-06 0.00227958 0.00554643 0.00379628 0.00588844 -0.00513731 0.00402024 0.0029053 0.0070963 -0.00376924 0.0016106 -0.00682877 -0.0198302 0.00606877 0.0102817 0.0207712 0.00551685 0.00690794 0.000402214 -0.00639841 -0.0211788 0.0440694 -0.0101543 0.0137119 -0.0150853 0.001002 0.0343377 3.85237e-06 -0.000196902 0.000294673 internal_weight=324432 693.375 481.357 460.438 414.509 212.019 394.058 378.093 232.257 145.836 111.038 65.4165 37.1716 17.4534 28.2448 20.6854 15.7531 62.3422 47.1126 38.3267 21.125 20.9183 149.676 45.6212 45.9294 12.3281 9.6789 323739 70134.8 28641.4 internal_count=1411700 22028 14971 14614 13992 7057 13848 12050 10143 1907 1517 880 543 321 337 268 217 4833 4479 619 548 357 2224 637 622 199 163 1389672 303882 132467 is_linear=0 shrinkage=0.03 Tree=566 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2 0 1 1 1 2 2 2 2 1 2 split_gain=3.76108 17.7316 16.5545 13.5514 12.4854 9.38099 34.8188 18.0649 30.1519 11.1438 14.7681 14.1609 11.7701 14.9543 22.0405 10.0092 8.79239 14.9142 12.2222 8.77241 10.1751 10.5682 7.58775 5.35383 5.2806 4.90581 4.82927 16.1199 3.95705 3.77234 threshold=1.5000000000000002 13908.505371093752 10983.356445312502 -3.4999999999999996 15542.858398437502 16701.354492187504 20329.439453125004 28052.395507812504 31044.129882812504 94341.222656250015 1.0000000180025095e-35 75302.914062500015 47761.341796875007 1.0000000180025095e-35 45803.917968750007 34238.300781250007 33116.664062500007 44208.716796875007 45803.917968750007 4406.9799804687509 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 1.0000000180025095e-35 54578.230468750007 11465.855468750002 23051.732421875004 21631.834960937504 -1.0000000180025095e-35 16278.651855468752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 19 -3 -5 -6 23 26 -9 11 -11 12 13 14 15 -10 -15 -18 -19 20 -1 22 -22 -7 28 -4 27 -8 -14 -2 right_child=29 3 25 4 5 6 7 8 9 10 -12 -13 24 16 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030066647438772732 5.7590288129042932e-05 0.030456573512834238 -0.031579795866385527 0.044140445382590841 -0.015804977957968612 0.022668430548611979 -0.022740251993034994 0.039924182924061032 -0.023499583596107872 0.012679214836705829 -0.0031192650741215062 -0.020397113244150888 0.013315767512822957 -0.018121649681353737 -0.040060643319490614 0.02355574745736342 0.063868293108663904 -0.027753173507309492 0.026325424551963038 0.026782058118967358 0.021675660707774248 0.011376866597321209 -0.027726730350111622 0.055096823971962541 0.0079057061360726082 -0.010438778044187932 -0.021287290295999708 0.051648210507900548 0.051340772365164718 -0.00019100030959933478 leaf_weight=8.5267734994413313 253604.15971045569 18.274121169233695 10.867334369570015 6.9258620515465728 21.484498701989651 7.1822687592357406 8.2528362013399583 20.80644653737545 6.5062383152544525 146.68500227760524 83.603118136525154 34.648058701306581 4.8338754661381245 7.4555316567420986 20.401887774467468 10.858134273439644 5.2012120261788377 6.151192568242549 9.6811577081680298 14.916066309437154 3.3054857337847379 17.236740976572037 18.22789167240262 12.656125724315643 35.974111814051867 108.59433233365417 32.788262542337179 3.8424338661134234 5.0219586156308633 70132.429292492568 leaf_count=3860 1085790 1939 114 153 319 227 112 144 121 9718 425 390 85 69 222 200 51 83 134 354 146 71 402 57 474 1584 411 85 78 303882 internal_value=8.45587e-06 0.00221954 -0.00582677 0.00509014 0.00414597 0.00357371 0.00447381 0.00273143 0.00476695 0.00282675 0.00694378 -0.00363466 0.00154699 -0.0065384 -0.0189173 0.00592464 0.00987155 0.019794 0.00531478 0.00672213 0.000395805 -0.00612975 -0.0201432 0.0433565 0.0132359 -0.012362 -0.0153105 0.000891527 0.0326911 3.73705e-06 internal_weight=324427 690.909 181.675 509.234 490.96 484.034 462.55 442.711 397.828 377.021 230.288 146.733 112.085 66.2554 37.7663 17.3644 28.4891 21.0336 15.8324 62.213 47.2969 38.7701 21.5334 19.8384 45.8299 119.462 44.8835 12.0953 9.85583 323737 internal_count=1411700 22028 6531 15497 13558 13405 13086 12802 12194 12050 10143 1907 1517 880 543 321 337 268 217 4833 4479 619 548 284 637 1698 608 197 163 1389672 is_linear=0 shrinkage=0.03 Tree=567 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 0 1 2 2 2 1 2 2 1 2 2 2 2 split_gain=3.55501 16.7474 15.6676 13.2678 11.9617 8.88812 32.6457 17.1462 27.7934 10.5662 14.1086 13.3955 10.9992 13.8451 19.8744 9.47013 8.48093 9.80667 9.78507 8.1916 13.1091 11.4659 6.97446 4.82717 4.81085 4.58967 4.58938 15.4615 3.54935 12.6895 threshold=1.5000000000000002 13908.505371093752 10983.356445312502 -3.4999999999999996 15542.858398437502 16701.354492187504 20329.439453125004 28052.395507812504 31044.129882812504 94341.222656250015 1.0000000180025095e-35 75302.914062500015 47761.341796875007 1.0000000180025095e-35 45803.917968750007 34238.300781250007 4406.9799804687509 1.0000000180025095e-35 1.0000000180025095e-35 33116.664062500007 44208.716796875007 45803.917968750007 -5.4999999999999991 11465.855468750002 54578.230468750007 1.0000000180025095e-35 23051.732421875004 21631.834960937504 16278.651855468752 13381.118652343752 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 -6 25 26 -9 11 -11 12 13 14 15 -10 17 -1 22 -15 -21 -22 -19 -4 -14 -7 27 -8 29 -2 right_child=28 3 23 4 5 6 7 8 9 10 -12 -13 24 19 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030064675243481546 1.3614364499203787e-05 0.03044305833266989 -0.031353400718963489 0.043483099227835734 -0.015478586543885911 0.022466610417168083 -0.022326534280505489 0.038100106685413068 -0.02231890438173266 0.012453263767543646 -0.0030300900892149961 -0.019866869488350116 0.031159587028352261 -0.017824052631577016 -0.037630389799670365 0.023338129260363692 0.026525797214772436 0.021470411459749095 0.01101425446900536 0.05901031194111532 -0.027566030522372026 0.02496770303647072 -0.026220301303733019 -0.010159634237593985 0.0076616326381818145 0.052613393886702775 -0.020892743926583347 0.051200818349385065 -0.00018526727330379602 0.001121776301726145 leaf_weight=8.2753039109520596 243935.58706659079 17.741793311433867 10.621161710470913 6.8212602231651536 21.282509837299585 7.0316711924970159 8.1550894938409311 21.143197193741798 6.6427583545446423 144.89346700441092 83.483552634716034 34.507801413536072 10.024870358407496 7.3541592657566097 21.057472184300423 10.634003985673187 14.612971807830034 3.2379976427182582 17.269576519727707 5.4563936293125161 6.0093128532171241 9.8979634344577789 18.689583498984575 108.23625442385674 36.006029933691025 12.852782785892487 32.411007672548294 3.7609787061810485 70133.57268531993 9668.5585230588913 leaf_count=3860 1044896 1939 114 153 319 227 112 144 121 9718 425 390 163 69 222 200 354 146 71 51 83 134 402 1584 474 57 411 85 303882 40894 internal_value=8.20338e-06 0.00216223 -0.00567333 0.00495774 0.00403389 0.0034763 0.00435076 0.00265699 0.00463236 0.00275025 0.0067933 -0.00350584 0.00148681 -0.00626533 -0.0180643 0.00578341 0.00654101 0.000389288 -0.00587578 0.00948467 0.0188853 0.00512196 -0.0191779 -0.0120535 0.0127792 0.0419527 -0.0150397 0.000880349 3.62495e-06 5.58626e-05 internal_weight=324426 688.111 180.943 507.168 489.426 482.605 461.323 441.438 397.111 375.968 228.377 147.591 113.083 67.0521 38.3342 17.2768 62.0854 47.4725 39.1972 28.7178 21.3637 15.9073 21.9276 118.857 46.0309 19.8845 44.3271 11.9161 323738 253604 internal_count=1411700 22028 6531 15497 13558 13405 13086 12802 12194 12050 10143 1907 1517 880 543 321 4833 4479 619 337 268 217 548 1698 637 284 608 197 1389672 1085790 is_linear=0 shrinkage=0.03 Tree=568 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 0 1 2 2 2 1 2 2 2 2 1 2 0 split_gain=3.36149 15.8208 14.8255 12.9853 11.4413 8.42133 30.6403 16.2732 25.6496 10.0162 13.4752 12.667 10.311 12.8305 17.9732 8.96719 8.19512 9.45481 9.06806 7.64033 11.5892 10.7701 6.4245 4.74696 4.52044 4.36111 14.8121 3.94583 3.33955 12.23 threshold=1.5000000000000002 13908.505371093752 10983.356445312502 -3.4999999999999996 15542.858398437502 16701.354492187504 20329.439453125004 28052.395507812504 31044.129882812504 94341.222656250015 1.0000000180025095e-35 75302.914062500015 47761.341796875007 1.0000000180025095e-35 45803.917968750007 34238.300781250007 4406.9799804687509 1.0000000180025095e-35 1.0000000180025095e-35 33116.664062500007 44208.716796875007 45803.917968750007 -5.4999999999999991 11465.855468750002 54578.230468750007 23051.732421875004 21631.834960937504 1.0000000180025095e-35 16278.651855468752 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 16 -3 -5 -6 27 25 -9 11 -11 12 13 14 15 -10 17 -1 22 -15 -21 -22 -19 -4 -14 26 -8 -7 -2 -30 right_child=28 3 23 4 5 6 7 8 9 10 -12 -13 24 19 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.030062758506486712 5.4186956557126307e-05 0.030429944606530954 -0.031126409700879824 0.042780930489828242 -0.015155102720460757 0.022263037313356712 -0.021912638996573745 0.036399565743499979 -0.021221241943590811 0.012228677315826173 -0.0029433494835587803 -0.019345302065144059 0.030190645567638213 -0.017528557909068692 -0.035426556009230503 0.023119369919512488 0.026264575091514388 0.021263356175242089 0.010664504482480797 0.054768197848169532 -0.027378845928435678 0.023709774110504098 -0.02483164943673578 -0.009886558036951645 0.0074250957714226979 -0.020499025372073282 0.050678200059458479 0.050341044335678757 0.00029712852995026181 -0.00050883755643386084 leaf_weight=8.031235986039972 253603.1946904622 17.224752130219713 10.381294045597313 6.7266848962754002 21.087672740221024 6.8853122163563976 8.0612917356193048 21.46203825622797 6.7746877521276501 143.15448921360075 83.367257751524448 34.377047821879387 10.036054011434315 7.2553011998534229 21.686415754258633 10.415898412466047 14.320016170851884 3.1724385414272573 17.3003870844841 5.698752038180829 5.8709815070033065 10.107115596532822 19.13567215949297 107.89435751177371 36.037969473749399 32.048077870160341 3.6869098450988522 13.027188539505005 28640.789166873321 41493.891637100838 leaf_count=3860 1085790 1939 114 153 319 227 112 144 121 9718 425 390 163 69 222 200 354 146 71 51 83 134 402 1584 474 411 85 57 132467 171415 internal_value=7.95896e-06 0.00210695 -0.00552333 0.00483025 0.00392624 0.00338291 0.00423283 0.0025857 0.0045037 0.00267717 0.00664489 -0.00338496 0.00143286 -0.00600806 -0.0172656 0.00564505 0.0063644 0.000382612 -0.0056355 0.009119 0.018038 0.00493781 -0.0182765 -0.0117508 0.012384 -0.0147673 0.000868369 0.0406323 3.51621e-06 -0.000179706 internal_weight=324423 685.227 180.235 504.992 487.767 481.04 459.953 440.04 396.244 374.782 226.522 148.26 113.883 67.8092 38.877 17.1906 61.9597 47.6397 39.6085 28.9322 21.6768 15.9781 22.3081 118.276 46.074 43.7963 11.7482 19.9125 323738 70134.7 internal_count=1411700 22028 6531 15497 13558 13405 13086 12802 12194 12050 10143 1907 1517 880 543 321 4833 4479 619 337 268 217 548 1698 637 608 197 284 1389672 303882 is_linear=0 shrinkage=0.03 Tree=569 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 2 2 2 1 2 2 1 2 2 2 0 1 2 2 2 1 2 2 2 2 1 2 1 split_gain=3.17822 14.9443 14.0262 12.7059 10.927 7.97782 28.7877 15.4408 23.6997 9.49367 12.867 11.9744 9.66692 11.9007 16.2965 8.49706 7.91507 9.11847 8.41052 7.13327 10.2975 10.1283 5.92955 4.66524 4.24318 4.1439 14.1725 3.40088 3.32696 14.0741 threshold=1.5000000000000002 13908.505371093752 10983.356445312502 -3.4999999999999996 15542.858398437502 16701.354492187504 20329.439453125004 28052.395507812504 31044.129882812504 94341.222656250015 1.0000000180025095e-35 75302.914062500015 47761.341796875007 1.0000000180025095e-35 45803.917968750007 34238.300781250007 4406.9799804687509 1.0000000180025095e-35 1.0000000180025095e-35 33116.664062500007 44208.716796875007 45803.917968750007 -5.4999999999999991 11465.855468750002 54578.230468750007 23051.732421875004 21631.834960937504 1.0000000180025095e-35 13664.751464843752 -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 16 -3 -5 -6 27 25 -9 11 -11 12 13 14 15 -10 17 -1 22 -15 -21 -22 -19 -4 -14 26 -8 -7 -25 -30 right_child=-2 3 23 4 5 6 7 8 9 10 -12 -13 24 19 -16 -17 -18 18 -20 20 21 -23 -24 28 -26 -27 -28 -29 29 -31 leaf_value=0.030060899188159115 3.4107614843624137e-06 0.030417219758050857 -0.030898493846512276 0.042037396211350171 -0.014834670293589643 0.022057721292938096 -0.021498853423845842 0.034810668154906244 -0.020198458442860466 0.012005543019575056 -0.0028589888554258159 -0.018832656369187885 0.029235841117490804 -0.017235175328137318 -0.033418863424682935 0.022899450919021142 0.02599844276117947 0.021054522066187513 0.010327044584697503 0.05102950710608694 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0.00470566 0.00382123 0.0032919 0.00411797 0.00251613 0.00437849 0.00260582 0.00649856 -0.00326884 0.00138128 -0.00576524 -0.016516 0.0055095 0.00619221 0.00037582 -0.00540788 0.00877272 0.0172458 0.00476176 -0.017433 -0.0114539 0.0119996 -0.0144937 0.000855621 0.0393867 -0.00961952 -0.0135294 internal_weight=324419 682.421 179.552 502.87 486.147 479.505 458.606 438.682 395.391 373.628 224.721 148.907 114.651 68.5289 39.3959 17.1059 61.8361 47.7992 40.0048 29.1331 21.9741 16.0451 22.6755 117.716 46.1225 43.2903 11.5913 19.9242 107.568 69.4354 internal_count=1411700 22028 6531 15497 13558 13405 13086 12802 12194 12050 10143 1907 1517 880 543 321 4833 4479 619 337 268 217 548 1698 637 608 197 284 1584 1016 is_linear=0 shrinkage=0.03 Tree=570 num_leaves=31 num_cat=0 split_feature=0 3 2 2 0 2 2 3 2 2 3 2 3 2 3 2 3 1 0 0 0 0 2 0 1 1 0 2 1 2 split_gain=3.88579 3.50328 29.196 38.7062 23.4842 26.7199 22.3798 42.9188 99.115 95.1925 49.2028 44.1222 59.4392 27.5701 30.2098 27.4111 46.8075 26.0332 25.1645 24.3269 23.4704 48.2346 22.5191 21.7733 21.5296 21.2107 21.1133 47.9891 20.7231 20.2748 threshold=94.500000000000014 2.5095000267028813 5797.4450683593759 2363.3640136718755 4.5000000000000009 3501.286010742188 12812.083496093752 3.653500080108643 8322.3417968750018 8654.3632812500018 5.0659999847412118 7602.1542968750009 3.0835000276565556 10010.478027343752 4.7190001010894784 12538.349609375002 5.4584999084472665 1.0000000180025095e-35 71.500000000000014 88.500000000000014 11.500000000000002 7.5000000000000009 7113.1401367187509 5.5000000000000009 -3.4999999999999996 -2.4999999999999996 6.5000000000000009 11977.758300781252 -2.4999999999999996 5922.5739746093759 decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 7 9 20 11 13 12 24 14 -10 19 -17 25 -19 23 21 -9 -14 -12 -4 -11 27 -25 -16 -1 right_child=-2 2 6 4 -6 -7 -8 8 10 17 15 -13 22 -15 28 16 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 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568.517 787.631 368.576 5937.31 5580.9 1555.3 2812.49 5825.44 3335.55 419.054 5213.23 134.429 561.2 168007 internal_count=1411302 1406645 687869 298484 85122 7896 389385 109660 75102 34558 51387 31323 25374 23401 15109 27986 2415 3235 1483 25571 23715 7117 11584 25090 13790 1752 21921 607 2308 718776 is_linear=0 shrinkage=0.03 Tree=571 num_leaves=31 num_cat=0 split_feature=0 3 2 2 0 2 2 3 2 2 3 2 3 2 3 2 3 1 0 0 0 0 2 0 1 0 2 1 1 0 split_gain=3.6566 3.29608 27.4714 36.4191 22.0971 25.1523 21.063 40.3991 93.2562 89.5813 46.3257 41.5945 55.9583 25.9698 28.4336 25.8166 44.245 24.5497 23.7194 22.8769 22.0746 45.3905 21.1896 20.4902 20.2772 19.9031 45.4838 19.888 19.5349 19.4862 threshold=94.500000000000014 2.5095000267028813 5797.4450683593759 2363.3640136718755 4.5000000000000009 3501.286010742188 12812.083496093752 3.653500080108643 8322.3417968750018 8654.3632812500018 5.0659999847412118 7602.1542968750009 3.0835000276565556 10010.478027343752 4.7190001010894784 12538.349609375002 5.4584999084472665 1.0000000180025095e-35 71.500000000000014 88.500000000000014 11.500000000000002 7.5000000000000009 7113.1401367187509 5.5000000000000009 -3.4999999999999996 6.5000000000000009 11977.758300781252 -2.4999999999999996 -2.4999999999999996 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 -3 5 -5 7 9 20 11 13 12 24 14 -10 19 -17 27 -19 23 21 -9 -14 -12 -4 26 -25 -11 -16 -24 right_child=-2 2 6 4 -6 -7 -8 8 10 17 15 -13 22 -15 28 16 -18 18 -20 -21 -22 -23 29 25 -26 -27 -28 -29 -30 -31 leaf_value=9.8407053177569195e-05 -0.0018442971798656345 -0.00010471953731213387 -0.0031548593276498767 -0.0050639530167097147 -0.0019195066516125669 0.004147208487868796 -4.5318820713659694e-05 -0.0039217593351158634 0.0032450643005489982 -0.01152981140802114 0.0042610040745049522 0.0082848678513786356 -0.0023239001212732079 0.0063673087787996996 0.012041079230791153 0.019340842555780044 0.00075727032153962727 -0.017049569598244031 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448 12596 21314 159 1160 2029 2901 internal_value=8.07446e-07 6.30721e-06 -9.33064e-05 -0.000541493 -0.00163429 0.00192161 0.000261831 0.000973987 0.000163413 0.00269166 0.00163702 0.00369171 0.00261716 0.0036231 0.00211689 -8.93347e-05 0.00602126 -0.00693736 -0.0125892 -0.000673831 -0.00304681 -1.13138e-05 -0.000499398 -0.000931955 0.00524612 -0.00154154 -0.0129433 -0.00197468 -0.00409615 0.00321697 internal_weight=324306 323342 155335 68671.2 19609.2 1456.03 86663.6 26114.5 17742 8372.52 12160.1 7584.78 6146.78 5654.69 3650.85 6505.42 567.938 787.741 368.298 5937.48 5581.91 1555.34 2812.56 5825.55 3334.21 5213.55 134.243 419.443 561.051 926.123 internal_count=1411302 1406645 687869 298484 85122 7896 389385 109660 75102 34558 51387 31323 25374 23401 15109 27986 2415 3235 1483 25571 23715 7117 11584 25090 13790 21921 607 1752 2308 3822 is_linear=0 shrinkage=0.03 Tree=572 num_leaves=31 num_cat=0 split_feature=0 3 2 2 1 2 1 2 3 0 1 2 3 2 2 3 3 2 2 3 3 0 0 2 0 1 1 2 2 2 split_gain=3.44092 3.10114 25.8487 34.2672 21.9203 25.5251 23.7868 26.598 29.5537 26.0117 21.739 19.8238 38.2586 65.607 58.8008 42.9247 42.5517 36.7089 29.3757 96.3745 32.2124 32.3243 56.4938 25.6434 25.489 25.2272 25.2251 24.8976 22.7342 22.175 threshold=94.500000000000014 2.5095000267028813 5797.4450683593759 2363.3640136718755 2.5000000000000004 3673.1176757812505 23.500000000000004 3645.8532714843755 6.4175000190734872 14.500000000000002 14.500000000000002 12812.083496093752 2.9229999780654912 8871.7465820312518 7269.3449707031259 3.2575000524520878 4.4095001220703134 10470.297851562502 10470.297851562502 5.4584999084472665 8.545499801635744 86.500000000000014 82.500000000000014 10240.441894531252 71.500000000000014 1.0000000180025095e-35 -1.4999999999999998 12538.349609375002 11465.855468750002 6806.8054199218759 decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 -6 -7 12 13 -4 15 29 17 26 20 27 21 22 -18 -22 25 28 -16 -20 -15 -14 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155330 68670.9 19608.9 1823.57 977.014 948.054 572.401 375.653 846.552 86659.1 26109.7 2713.93 23395.7 5861.9 17533.8 6670.97 10862.9 5244.7 5618.18 4255.61 4207.18 1362.57 401.37 336.635 6364.87 2276.39 202.222 1785.48 internal_count=1411302 1406645 687869 298484 85122 8084 4628 4457 2710 1747 3456 389385 109660 11226 98434 24602 73832 27567 46265 22301 23964 17622 17419 6342 1650 1389 26314 9467 845 7362 is_linear=0 shrinkage=0.03 Tree=573 num_leaves=31 num_cat=0 split_feature=0 3 2 2 0 2 2 2 3 2 1 2 3 0 0 1 3 1 2 3 2 2 3 2 3 2 3 2 3 1 split_gain=3.23794 2.91791 24.3225 32.2446 20.6743 23.6114 19.0765 66.9986 66.6929 42.3013 37.0776 36.1111 51.7001 47.3573 24.9841 22.0898 21.9278 18.9323 18.6569 36.4683 85.669 80.9995 42.2317 38.6138 49.8435 24.0853 25.4179 23.4224 39.3617 22.6866 threshold=94.500000000000014 2.5095000267028813 5797.4450683593759 2363.3640136718755 4.5000000000000009 3501.286010742188 5922.5739746093759 11465.855468750002 1.532000005245209 7602.1542968750009 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leaf_count=506394 4657 213362 13790 1713 77226 6183 1613 98533 8548 142 6942 9179 47461 5282 421 5557 9006 19698 279725 23715 12801 1752 25571 5949 11584 8292 2308 680 1735 1483 internal_value=7.62016e-07 5.93691e-06 -8.77925e-05 -0.000509505 -0.00153779 0.00190241 9.25908e-05 -0.000531431 -0.0024685 -0.000752364 -0.00564643 0.000256353 0.00159147 -0.00183121 -0.00884622 0.00243925 -0.00401723 0.000879293 0.000246397 0.000916798 0.00014668 0.00254936 0.00155968 0.00350088 0.00246562 0.00345683 0.00200616 -8.85931e-05 0.00573748 -0.00660689 internal_weight=324297 323334 155326 68670.5 19608.5 1455.5 168008 34925 11005.9 7146.63 3859.29 133083 16035.5 3183.4 1766.98 12852.1 2381.45 4765.17 86655.1 26105.4 17738 8367.41 12154.9 7579.72 6143.61 5650.84 3649 6504.03 566.913 787.683 internal_count=1411302 1406645 687869 298484 85122 7896 718776 144903 46370 30459 15911 573873 67479 14461 7363 53018 10619 19840 389385 109660 75102 34558 51387 31323 25374 23401 15109 27986 2415 3235 is_linear=0 shrinkage=0.03 Tree=574 num_leaves=31 num_cat=0 split_feature=0 3 2 2 1 2 1 2 3 0 1 2 2 3 2 1 2 3 0 0 3 1 1 1 1 2 3 2 2 3 split_gain=3.04693 2.74533 22.8858 30.3396 20.5919 24.0245 22.7743 25.062 27.6461 24.7504 20.4879 17.9515 63.0717 62.8091 39.8423 35.0135 33.9882 48.656 44.6858 23.5538 20.9787 23.0945 20.779 18.111 17.9975 17.5595 34.5268 58.5576 53.6368 36.6486 threshold=94.500000000000014 2.5095000267028813 5797.4450683593759 2363.3640136718755 2.5000000000000004 3673.1176757812505 23.500000000000004 3645.8532714843755 6.4175000190734872 14.500000000000002 14.500000000000002 5922.5739746093759 11465.855468750002 1.532000005245209 7602.1542968750009 1.0000000180025095e-35 3754.1591796875005 1.2994999885559084 51.500000000000007 67.500000000000014 1.1054999828338625 -1.4999999999999998 3.5000000000000004 7.5000000000000009 -10.499999999999998 12812.083496093752 2.9229999780654912 8871.7465820312518 7113.1401367187509 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 11 3 -3 -5 6 7 9 -9 -6 -7 16 13 14 20 -15 -1 18 -18 23 -13 -22 -19 -17 -16 26 27 -4 -28 -30 right_child=-2 2 25 4 5 10 -8 8 -10 -11 -12 12 -14 15 24 19 17 22 -20 -21 21 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=7.1237909158280624e-05 -0.0016838281031264142 -9.5574651592888807e-05 0.005932438567019028 -0.0011806038309534097 -0.016315952524526781 -0.009854574290765165 -0.027745107038688703 -0.0015725960880514256 0.012123420167656919 -0.00046118674457396622 0.0051954910776843798 0.00080529353510007883 0.00034908238093908167 -0.0028558769059990057 0.024250076264343206 -0.0083558791018682674 -0.0041204024918468128 0.0019504388359728249 0.0036185768153818212 0.0052165134228199482 0.0023124497646671701 -0.0070894450408065558 0.005864486756411753 -0.01832924542083382 0.00070765994070469786 -4.1360715080145064e-05 -0.002188084728460426 -0.0064863903649080915 0.0037236845409427191 0.00054079719008225222 leaf_weight=117047.90091585217 963.46612694021314 49062.036484675482 2309.3574066609144 17787.006050522439 144.05511730909348 754.43525688350201 28.499084413051605 363.91879199445248 208.72029362618923 230.25236159563065 91.253983229398727 627.62144228816032 23918.91388501972 2092.3024692758918 29.406380400061607 1475.4977699071169 2218.1382437199354 11483.984799511731 963.03917923569679 104.56359001994133 279.85371069610119 1471.5699051991105 1365.9088822603226 184.34447459876537 4735.7157806530595 60549.988934692927 5142.4986514719203 401.0605031400919 4241.9097307026386 14005.282129230909 leaf_count=506394 4657 213362 9576 77038 718 3080 171 1772 938 1029 376 2792 98533 8548 142 6038 10406 47461 4055 421 1152 6675 5557 904 19698 279725 21616 1650 17535 59283 internal_value=7.39636e-07 5.75952e-06 -8.51569e-05 -0.000494221 -0.00149168 -0.00452999 -0.00132164 -0.000526407 0.00341944 -0.00656302 -0.0082306 8.98147e-05 -0.000515578 -0.00239559 -0.000730059 -0.00548081 0.000248669 0.00154415 -0.00177758 -0.00859356 -0.00390074 -0.00558715 0.00236649 -0.00946354 0.000852944 0.000239026 0.000889499 0.00409482 0.000518063 0.00128072 internal_weight=324283 323319 155320 68670.2 19608.1 1821.13 975.446 946.947 572.639 374.307 845.689 167999 34919.8 11000.9 7144.17 3856.71 133079 16031.1 3181.18 1764.41 2379.05 1751.42 12849.9 1659.84 4765.12 86650.1 26100.1 2710.42 23389.7 18247.2 internal_count=1411302 1406645 687869 298484 85122 8084 4628 4457 2710 1747 3456 718776 144903 46370 30459 15911 573873 67479 14461 7363 10619 7827 53018 6942 19840 389385 109660 11226 98434 76818 is_linear=0 shrinkage=0.03 Tree=575 num_leaves=31 num_cat=0 split_feature=2 3 3 1 0 2 2 2 2 2 2 2 2 0 0 2 2 2 2 2 0 2 2 2 2 1 0 2 1 2 split_gain=3.41746 13.148 10.5596 16.0871 20.8036 22.6705 32.5337 19.6564 14.9929 13.1924 17.1009 17.7597 12.6456 12.3696 12.1626 36.4901 19.7753 33.5906 22.4389 18.9328 23.7905 25.7756 13.818 25.8499 15.7054 15.2878 12.5586 12.2862 29.3196 9.99185 threshold=3645.8532714843755 40.666500091552741 12.393000125885012 1.0000000180025095e-35 4.5000000000000009 1958.9346313476565 2492.341430664063 466.24169921875006 498.67184448242193 2127.8171386718755 2022.2656250000002 2073.8535156250005 2406.084106445313 3.5000000000000004 9.5000000000000018 3501.286010742188 353.37509155273443 564.90808105468761 636.32186889648449 3309.9538574218755 8.5000000000000018 2855.797973632813 2450.0637207031255 2320.079467773438 2406.084106445313 4.5000000000000009 8.5000000000000018 586.10861206054699 1.0000000180025095e-35 3141.066528320313 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -7 -6 -9 10 -10 -12 -11 -4 15 16 -1 -18 27 20 22 -22 23 25 -25 -20 -21 28 -19 -16 right_child=-2 -3 3 -5 7 6 -8 8 9 12 11 -13 -14 -15 29 -17 17 18 19 26 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.02781611387330523 -0.00011440991959813293 -0.013575648691915724 0.025525264123299054 -0.00047863344064483237 -0.024945974939348019 -0.04686613646682522 -0.0052654487222936102 0.034868421647918139 0.002983719182468687 0.011862069427219523 -0.037709886340513483 0.00093882203961210533 0.0045879447320603802 -0.0040695414546011071 2.6362858678610789e-05 -0.026122737214953114 -0.030620835235233887 0.024996644619283151 0.00093569214274018481 0.0012475105817574595 -0.004307607912513921 -0.023607820470159979 0.011052148659197594 -0.031790603739945127 -0.0006025958180421524 -0.031701435094273922 0.026268434967671398 0.018643946241913307 -0.024150898293234021 0.0010970543963627691 leaf_weight=20.664254635572433 169941.52746114566 63.425408931449056 29.846946928650141 1553.6808894351125 19.531168978661299 18.836260341107845 166.22499285638332 15.322165369987486 551.92519629001617 342.40572019666433 19.613704666495323 23.547306686639786 578.46633234620094 22.138434886932373 139845.93948369473 54.893921256065369 35.533103480935097 20.447691276669502 1157.3262021169066 37.534381628036499 1116.2585676908493 65.956655636429787 102.35520014166832 36.833756566047668 24.000430539250374 13.062829926609991 34.786836966872215 76.60660146176815 23.455912366509438 8310.5684021785855 leaf_count=105 752023 414 271 6706 150 103 857 104 2989 1861 97 124 2730 140 595688 254 165 104 5231 169 4987 294 442 165 106 62 156 352 102 34669 internal_value=-2.1592e-05 8.05812e-05 8.6194e-05 0.00175428 0.00369472 -0.00458253 -0.00949973 0.00495993 0.00534137 0.00504293 0.00156157 -0.0166244 0.00729267 0.0129221 4.92745e-05 -0.00190254 -0.00142166 -0.00164183 -0.00126167 -0.00185087 -0.00228592 -0.00538438 0.000460869 -0.000419615 -0.0194862 0.000571426 0.0132827 0.0113923 -0.00126089 8.64213e-05 internal_weight=324323 154381 154318 3341.54 1787.86 237.047 185.061 1550.81 1531.28 1515.96 595.086 43.161 920.872 51.9854 150976 2819.72 2764.82 2744.16 2708.63 2588.11 2515.79 1182.22 1333.58 1231.22 60.8342 1170.39 72.3212 120.51 43.9036 148157 internal_count=1411620 659597 659183 16132 9426 1371 960 8055 7905 7801 3210 221 4591 411 643051 12694 12440 12335 12170 11612 11287 5281 6006 5564 271 5293 325 558 206 630357 is_linear=0 shrinkage=0.03 Tree=576 num_leaves=31 num_cat=0 split_feature=2 3 3 1 0 2 2 2 2 2 2 2 2 0 0 2 2 2 2 2 0 2 2 1 1 2 1 0 2 2 split_gain=3.21578 12.4041 9.95202 15.1781 19.6056 21.3539 29.7032 18.3085 14.5333 12.4894 16.0013 16.3242 12.0568 11.9417 11.4495 34.5349 18.6147 31.7459 21.188 17.7829 22.3839 24.3072 13.1212 13.5455 12.0224 11.5399 27.8469 9.69916 9.59427 9.40207 threshold=3645.8532714843755 40.666500091552741 12.393000125885012 1.0000000180025095e-35 4.5000000000000009 1958.9346313476565 2492.341430664063 466.24169921875006 498.67184448242193 2127.8171386718755 2022.2656250000002 2073.8535156250005 2406.084106445313 3.5000000000000004 9.5000000000000018 3501.286010742188 353.37509155273443 564.90808105468761 636.32186889648449 3309.9538574218755 8.5000000000000018 2855.797973632813 2911.024291992188 4.5000000000000009 1.0000000180025095e-35 586.10861206054699 1.0000000180025095e-35 95.500000000000014 3501.286010742188 3141.066528320313 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -7 -6 -9 10 -10 -12 -11 -4 15 16 -1 -18 25 20 22 -22 23 -20 -21 26 -19 -14 -8 -16 right_child=-2 -3 3 -5 7 6 28 8 9 12 11 -13 27 -15 29 -17 17 18 19 24 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.026993332566109394 -0.00011097697345235443 -0.013203486017065624 0.025238568512870062 -0.00046433292215528266 -0.023803904966502119 -0.044445447877864877 -0.007193907735028756 0.034593172152161393 0.0028986203855893887 0.011576539752325763 -0.035984506266916648 0.00091107969967932584 0.003678707580880747 -0.0039379400643165322 2.5572016097020054e-05 -0.025469448759025005 -0.029821572757579188 0.024534117006826457 0.00015576997423752577 -0.0052192175139950513 -0.0041782377929146276 -0.022933565726448172 0.014857696254004904 -0.029655169926568314 0.021113283921061786 0.018119499743121412 -0.023587720722540808 0.023853155310307926 0.019593549090830439 0.0010642173918011242 leaf_weight=20.655423410236835 169942.52531117166 63.259325763210654 29.288895063102245 1553.4890220798552 19.849198885262012 19.259587056934834 153.57221747934818 14.985847771167753 551.09782132506371 340.35693570226431 19.932488203048706 23.53657341003418 555.16126253455877 22.191115096211433 139846.02812401205 54.617115139961243 35.393011227250099 20.211784332990646 1264.8208449333906 22.735568910837173 1116.2958082929254 65.86038164794445 54.539759382605553 13.86831586062908 49.750708624720573 76.461395472288132 23.297878265380859 22.309195429086685 13.056565105915068 8309.9948061928153 leaf_count=105 752023 414 271 6706 150 103 787 104 2989 1861 97 124 2627 140 595688 254 165 104 5703 97 4987 294 236 67 228 352 102 103 70 34669 internal_value=-2.09408e-05 7.81743e-05 8.3619e-05 0.00170386 0.00359127 -0.00443673 -0.00917196 0.00482288 0.0051949 0.0049036 0.00151641 -0.0160072 0.00709782 0.0126617 4.77951e-05 -0.00184635 -0.00137953 -0.00159317 -0.00122421 -0.00179558 -0.00221774 -0.00522314 0.000447102 -0.000167551 0.012854 0.0111008 -0.00123342 0.0044581 -0.00509492 8.38291e-05 internal_weight=324318 154376 154313 3338.09 1784.6 237.368 185.888 1547.23 1527.38 1512.39 594.567 43.4691 917.827 51.48 150975 2818.51 2763.89 2743.24 2707.84 2587.87 2515.39 1182.16 1333.23 1278.69 72.4863 119.971 43.5097 577.47 166.629 148156 internal_count=1411620 659597 659183 16132 9426 1371 960 8055 7905 7801 3210 221 4591 411 643051 12694 12440 12335 12170 11612 11287 5281 6006 5770 325 558 206 2730 857 630357 is_linear=0 shrinkage=0.03 Tree=577 num_leaves=31 num_cat=0 split_feature=1 2 2 1 2 2 3 2 3 3 3 2 3 1 3 3 3 1 0 0 0 0 3 2 2 0 2 1 2 3 split_gain=3.10943 8.48318 7.14739 3.99748 3.43299 3.02771 11.7071 9.64561 30.7384 20.3061 19.3767 34.3392 19.7556 31.3046 26.6537 24.6067 30.5112 20.546 31.9197 18.5596 17.7352 17.4781 17.4626 74.62 28.8648 16.9758 27.7386 16.7529 14.5608 46.939 threshold=50.500000000000007 628.16021728515636 28052.395507812504 82.500000000000014 79088.097656250015 3645.8532714843755 40.666500091552741 3141.066528320313 1.2994999885559084 1.247500002384186 1.469500005245209 3501.286010742188 1.7404999732971194 -1.4999999999999998 2.0774999856948857 2.3904999494552617 3.4465000629425053 2.5000000000000004 59.500000000000007 73.500000000000014 52.500000000000007 58.500000000000007 1.532000005245209 3432.9526367187505 3197.024536132813 59.500000000000007 3309.9538574218755 1.5000000000000002 3501.286010742188 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=5 -2 -3 -4 -5 6 7 -1 9 20 11 27 13 -12 -14 28 19 22 -19 -17 -9 -13 23 25 -24 -15 -27 -10 -16 -30 right_child=1 2 3 4 -6 -7 -8 8 10 -11 12 21 14 17 15 16 -18 18 -20 -21 -22 -23 24 -25 -26 26 -28 -29 29 -31 leaf_value=2.4952601958877382e-05 0.027174378563816819 -0.005743974935286866 0.0099083668917560735 -0.030448087171792895 0.00028798859309320382 -0.00010471349515690304 -0.012840725144307339 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1172.5885507911444 95.823744565248489 63.029152795672417 424.16767849028111 95.584646940231323 75.876958519220352 leaf_count=620724 34 1151 246 29 236 750716 414 1551 4783 360 2395 355 6151 848 875 1506 7398 1010 748 230 431 202 388 1042 4721 385 254 1710 406 321 internal_value=-2.03092e-05 -0.00285459 -0.00358521 0.00518586 -0.00616771 -1.72647e-05 7.89192e-05 8.42053e-05 0.00103424 -0.00576886 0.00148339 0.00434159 0.000764978 -0.00114568 0.00213609 0.000239696 0.00151149 -0.00261855 0.00327951 0.00879882 -0.00330218 -0.0100957 -0.00396561 0.000135047 -0.00598844 -0.00853061 -0.0159255 0.00559643 -0.00677775 -0.00029638 internal_weight=324314 347.994 339.728 67.1002 19.7114 323966 154278 154215 9053.6 560.717 8492.88 1705.91 6786.97 2835.57 3951.39 2481.42 2100.7 2327.42 432.729 414.948 472.509 136.415 1894.69 625.891 1268.8 368.204 158.853 1569.5 380.716 171.462 internal_count=1411620 1696 1662 511 265 1409924 659208 658794 38070 2342 35728 7050 28678 11791 16887 10736 9134 9396 1758 1736 1982 557 7638 2529 5109 1487 639 6493 1602 727 is_linear=0 shrinkage=0.03 Tree=578 num_leaves=31 num_cat=0 split_feature=1 2 2 1 2 2 3 3 1 0 2 2 2 2 2 2 2 0 2 0 1 2 0 2 2 1 3 2 2 3 split_gain=2.92718 7.97935 6.72732 3.77547 3.28741 2.84883 11.0433 9.48831 14.1876 18.4589 20.1039 27.1986 17.0667 14.0882 11.8313 14.9792 15.0318 11.5276 11.4822 11.0832 15.693 20.7215 14.4701 17.0441 17.9566 17.0203 11.271 24.7677 33.56 53.22 threshold=50.500000000000007 628.16021728515636 28052.395507812504 82.500000000000014 79088.097656250015 3645.8532714843755 40.666500091552741 12.393000125885012 1.0000000180025095e-35 4.5000000000000009 1958.9346313476565 2492.341430664063 466.24169921875006 498.67184448242193 2127.8171386718755 2022.2656250000002 2073.8535156250005 3.5000000000000004 2406.084106445313 13.500000000000002 1.5000000000000002 2073.8535156250005 17.500000000000004 234.37448883056643 358.55703735351568 2.5000000000000004 1.8989999890327456 1317.2869262695315 3309.9538574218755 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=5 -2 -3 -4 -5 6 7 19 9 10 17 -12 -11 -14 15 -15 -17 -9 -16 20 -1 -22 23 -21 -25 -26 -24 -28 29 -29 right_child=1 2 3 4 -6 -7 -8 8 -10 12 11 -13 13 14 18 16 -18 -19 -20 22 21 -23 26 24 25 -27 27 28 -30 -31 leaf_value=-0.00053018026283277095 0.026345406804757047 -0.0055707240012467154 0.0096460556025282276 -0.029969411581270478 0.00027932104675428883 -0.00010157152444052763 -0.012487154858009953 0.024953038593981586 -0.00043163467001604793 -0.02273597682778658 -0.042232280339825394 -0.0049229594604990609 0.034325911819027444 0.0028151212839555963 0.011296188246207354 -0.034383894994022272 0.00088340616459177271 -0.0038117133054940302 0.0043343497346930568 -0.013568182981264455 -0.0017968084537751735 -0.011340808614126868 0.00025738377193384575 0.0062451714241147883 0.0014099510988313968 -0.0047944129285362493 -1.2271111781876466e-06 -0.0035377028423237114 0.0025919179020092217 0.003049399188868629 leaf_weight=7907.4686849042773 8.269947022199629 272.67273879051208 47.219819188117981 4.0809492357075223 15.572792034130543 169689.35562103416 62.94004799798131 28.742748346179724 1552.4792014658451 20.153962858021259 19.654900908470154 167.02410577237606 14.654148265719412 550.28658031672239 338.34825034439564 20.23030412197113 23.5258699208498 22.241774469614029 576.5205665230751 68.348527610301971 721.14031840115786 285.91525386273861 81614.087819844484 652.5368953794241 6876.2277323454618 422.38290393352509 42928.63290040195 6683.2606678903103 1395.4329975992441 1322.308100566268 leaf_count=35644 34 1151 246 29 236 750716 414 271 6697 150 103 857 104 2989 1861 97 124 140 2730 375 3270 1379 345673 3062 29939 1928 182003 27921 5861 5616 internal_value=-1.96992e-05 -0.00277037 -0.00347951 0.0050473 -0.0060016 -1.6746e-05 7.6555e-05 8.16828e-05 0.00166474 0.00349173 -0.0042913 -0.00885115 0.00468997 0.00505276 0.00476847 0.0014718 -0.0154221 0.0124045 0.00690906 4.67029e-05 -0.000979373 -0.00450647 0.000111135 0.00134895 0.00147718 0.00105089 3.70243e-05 -0.000306652 -0.00170134 -0.00244969 internal_weight=324312 347.816 339.546 66.8736 19.6537 323964 154275 154212 3333.86 1781.38 237.664 186.679 1543.72 1523.57 1508.91 594.043 43.7562 50.9845 914.869 150878 8914.52 1007.06 141963 8019.5 7951.15 7298.61 133944 52329.6 9401 8005.57 internal_count=1411620 1696 1662 511 265 1409924 659208 658794 16123 9426 1371 960 8055 7905 7801 3210 221 411 4591 642671 40293 4649 602378 35304 34929 31867 567074 221401 39398 33537 is_linear=0 shrinkage=0.03 Tree=579 num_leaves=31 num_cat=0 split_feature=1 2 2 1 2 0 2 0 1 2 2 2 0 1 2 1 0 2 2 0 2 0 2 1 2 2 1 2 0 2 split_gain=2.75564 7.50755 6.33202 3.56557 3.14771 2.7649 10.4438 8.50783 6.76987 6.39133 5.95447 14.2885 12.305 12.4236 11.8197 9.61397 8.71569 6.86316 36.3886 18.5346 17.1094 12.4432 11.936 9.49084 9.2914 11.4956 8.46871 14.2952 18.4846 12.6865 threshold=50.500000000000007 628.16021728515636 28052.395507812504 82.500000000000014 79088.097656250015 80.500000000000014 84498.644531250015 93.500000000000014 -5.4999999999999991 99998.222656250015 277.04620361328131 539.92453002929699 92.500000000000014 1.0000000180025095e-35 441.73387145996099 -1.4999999999999998 81.500000000000014 1808.673522949219 3252.167602539063 84.500000000000014 1499.682556152344 83.500000000000014 803.05700683593761 -2.4999999999999996 2073.8535156250005 3023.088989257813 1.0000000180025095e-35 35406.285156250007 90.500000000000014 39331.130859375007 decision_type=2 2 2 2 2 2 2 2 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 10 8 -8 -9 -7 12 13 15 16 -12 -15 19 21 20 23 24 -21 -13 -19 -26 27 -20 29 -29 right_child=1 2 3 4 -6 6 7 9 -10 -11 11 17 -14 14 -16 -17 -18 18 26 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=4.6995400486966129e-07 0.025550558290225307 -0.0054028017672940925 0.0093901049261675418 -0.02949668244708855 0.00027091437616090465 -0.0095976215401155328 0.023530422055118745 -0.01721970148669073 0.0025914618606712654 -0.00082546746015136469 -0.0025563505216716735 0.0058574570816464335 -0.023261701021916954 0.016860867824990737 0.0143231791432911 0.021016696661949323 -0.0096378299832415634 0.0034994585430145513 -0.0038747356698005438 0.0068082453397612774 -0.027418584566908422 0.0036781138375539665 -0.0011592545613352389 -0.0052946644939466971 0.022773111985334472 0.00043439718770855291 -0.00031911454591116123 0.018974550768610297 -0.010039835266120777 0.0025622135856413898 leaf_weight=312593.03826492722 8.2713702321052534 272.71251617744565 47.054252453148365 4.0228479169309148 15.574284316971898 70.268813937902451 14.039530798792837 22.18277844786644 1366.221780076623 607.93168058246374 19.542457297444344 73.547233313322067 11.828711196780203 13.47132261097431 43.788034468889236 76.618478789925575 65.423282489180565 60.542310729622841 1835.1675816625357 201.44916498661041 30.263651266694069 412.02564850449562 1057.7814842611551 1037.8710583746433 94.810639560222626 26.535488680005074 3688.8807815276086 47.585836857557297 98.425647512078285 388.05260400474072 leaf_count=1360797 34 1151 246 29 236 346 82 98 6201 2695 92 303 53 58 180 347 285 251 7589 874 132 1773 4691 4546 393 111 15634 210 426 1757 internal_value=-1.91055e-05 -0.00268865 -0.00337693 0.00491217 -0.0058397 -1.62409e-05 -0.0004759 0.00148582 0.00280445 -0.00140262 -0.000897522 -0.00083167 0.00654148 0.00815237 0.00182409 0.016226 -0.00511315 -0.00101954 -0.000523291 -0.00239446 -0.0051627 0.00656324 0.00011537 -0.00455668 0.0130988 0.0178882 -0.00121803 -0.00261763 0.00170207 0.00435497 internal_weight=324305 347.635 339.364 66.6514 19.5971 323957 11364.3 2010.38 1380.26 630.114 9353.88 9283.61 230.672 218.844 122.683 96.1609 78.8946 9052.94 6652.03 2400.91 1141.68 593.914 1259.23 1111.42 181.888 121.346 6058.11 2369.23 534.064 435.638 internal_count=1411620 1696 1662 511 265 1409924 49127 9076 6283 2793 40051 39705 1015 962 523 439 343 38690 28144 10546 4981 2528 5565 4849 755 504 25616 9982 2393 1967 is_linear=0 shrinkage=0.03 Tree=580 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 0 2 2 0 2 1 2 0 2 0 1 2 2 2 0 2 0 2 1 2 2 2 2 2 split_gain=2.30686 11.7209 18.5389 18.6441 12.1038 33.2055 22.0221 26.4511 24.8832 13.0579 16.4241 12.3347 11.8316 37.0187 41.0399 16.5448 10.5532 9.27069 10.9609 10.4089 8.75703 18.3293 44.0899 13.9521 8.36133 9.6551 9.03218 8.1401 12.2839 8.09614 threshold=86.500000000000014 1235.1978759765627 1383.2932128906252 89.500000000000014 52584.906250000007 25386.748046875004 89.500000000000014 65292.480468750007 65292.480468750007 92.500000000000014 84498.644531250015 12.500000000000002 84498.644531250015 91.500000000000014 75302.914062500015 91.500000000000014 49.500000000000007 912.96624755859386 731.67642211914074 441.73387145996099 92.500000000000014 45803.917968750007 88.500000000000014 36598.957031250007 -2.4999999999999996 10727.411621093752 10983.356445312502 27132.552734375004 26225.782226562504 7434.1564941406259 decision_type=2 2 2 2 2 2 2 2 2 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 11 7 -6 -8 12 -11 24 13 -10 -15 -14 -13 18 19 -2 21 23 -23 27 -4 29 -27 28 -7 -26 right_child=1 2 4 -5 6 20 8 -9 9 10 -12 16 15 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-6.5669009763191772e-06 -0.0066087500558570022 -0.024274323411412956 0.0095440510226717148 -0.00098392154355758047 0.02484643306816179 -0.00339738482108558 -0.014533704363211775 0.0049136778980115097 0.027549406533426777 -0.018415259432122043 0.00011495823162397141 -0.016644565007046658 -0.0017042637308245158 -0.040133364640783077 0.027620594428142492 0.010654762341676196 0.015315921483816827 0.0075491887335360835 -0.011787515452902375 0.0099890562217516323 -0.0043112366322673214 0.023968810063602911 -0.023489855476669479 -0.029479028338641699 0.001575075593657689 -0.019103028844188193 -0.0010243691424367087 -0.0031247335046573825 -0.038303579923395413 0.0091016099418263566 leaf_weight=318908.8318317401 53.936074666678905 55.264628231525421 99.844855636358261 70.261464238166809 69.4655721783638 17.369314037263393 94.154809527099133 435.9050304889679 65.644223630428314 45.524702277034521 791.626892991364 59.705108717083931 258.09630635380745 18.986384138464928 13.963331863284109 156.65265315026045 11.013371948152779 365.22773306071758 55.69303198158741 92.024963214993477 274.09131364151835 35.238040685653687 35.232959970831871 60.169618412852287 1034.9818080440164 25.512910097837448 989.37635044008493 51.935088813304901 18.997400760650635 146.88059240579605 leaf_count=1387704 244 265 437 310 311 74 408 1994 292 215 3703 297 1193 78 62 720 61 1603 242 422 1224 150 146 249 4588 108 4125 215 78 629 internal_value=3.94161e-06 0.000612954 0.000143736 -0.0112378 0.000440737 -0.000801782 0.0022633 0.00765353 0.000377681 0.00141728 -0.000892724 0.000673338 0.00518441 0.0145257 -0.0114208 0.0029638 -0.0116672 0.00469848 -0.000464607 0.00385577 -0.00788461 -0.0123581 0.000241188 -0.0183382 0.00105334 0.000667424 -0.00147884 -0.0107468 -0.0216318 0.00251047 internal_weight=324412 5502.78 4935.89 125.526 4810.37 2860.35 1950.02 505.371 1444.65 1350.49 837.152 2367.31 513.343 98.5939 32.9497 414.749 70.7185 566.882 201.654 145.961 493.034 218.942 70.471 148.471 2296.6 2196.75 1014.89 88.3018 36.3667 1181.86 internal_count=1412147 24443 21932 575 21357 12381 8976 2305 6671 6263 3918 10245 2345 432 140 1913 358 2511 908 666 2136 912 296 616 9887 9450 4233 367 152 5217 is_linear=0 shrinkage=0.03 Tree=581 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 0 2 2 2 1 1 0 2 2 2 2 0 2 0 2 3 1 0 0 2 2 0 2 0 split_gain=2.17251 11.0278 17.5098 17.7686 11.4026 31.2449 20.7838 25.1694 23.4116 12.7375 11.6527 9.97859 9.48535 19.2145 8.71861 10.3172 9.80145 8.22054 17.2023 41.5338 12.9946 8.10307 8.65375 7.83585 10.3983 7.67431 11.5935 7.48275 7.38617 7.71764 threshold=86.500000000000014 1235.1978759765627 1383.2932128906252 89.500000000000014 52584.906250000007 25386.748046875004 89.500000000000014 65292.480468750007 65292.480468750007 68839.980468750015 12.500000000000002 49.500000000000007 92.500000000000014 84498.644531250015 912.96624755859386 731.67642211914074 441.73387145996099 92.500000000000014 45803.917968750007 88.500000000000014 36598.957031250007 14.476500034332277 -2.4999999999999996 92.500000000000014 90.500000000000014 27132.552734375004 26225.782226562504 96.500000000000014 84498.644531250015 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 14 3 -3 5 10 7 -6 23 -10 21 -12 -11 -14 15 16 -2 18 20 -20 25 22 -4 24 -8 26 -7 -19 29 -9 right_child=1 2 4 -5 6 17 8 28 9 12 11 -13 13 -15 -16 -17 -18 27 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.3698994075191514e-06 -0.0064105579123205645 -0.023744981805699887 0.009179431244881112 -0.00095452013457872971 0.02428179673759933 -0.0032964576722470757 -0.0053626552287642307 -0.015429859588458574 0.023783472823059988 0.0042998728720402609 -0.016248654039639081 0.014767125007616795 -0.020453108550085551 0.00011151147329903066 0.0073217648641398306 -0.011437623375974414 0.0096983956230658423 -0.0023291164462300022 0.02336760013665503 -0.02271981852877324 -0.028490172643918885 0.0046492824873509853 -0.00031971053710959867 -0.00044974663119468257 -0.029382037371395747 -0.0030311291373076739 -0.037225526492316433 -0.017435058359132182 0.0068909538783592256 0.002975428290856725 leaf_weight=318908.87221297179 53.935491591691971 54.808701992034912 90.766772583127022 70.25303241610527 68.95624154061079 17.364154957234859 27.398373544216156 29.054897129535675 22.452139928936958 492.2559509575367 59.33081465959549 11.078965239226816 43.118642451241612 791.61294367909431 365.2742999792099 55.675122126936913 91.940759137272835 240.27425096184015 35.062989681959152 35.332719266414642 60.386850327253342 446.47107391431928 1759.1953272521496 27.011590234935284 39.761886745691299 51.932768106460571 18.961658343672752 33.645243883132935 336.48476853966713 69.671716898679733 leaf_count=1387704 244 265 396 310 311 74 116 127 100 2256 297 61 204 3703 1603 242 422 1051 150 146 249 2087 7404 128 164 215 78 173 1554 313 internal_value=3.82502e-06 0.000595018 0.000139621 -0.0109425 0.000427906 -0.000777854 0.00219825 0.00744211 0.000366878 0.00137612 0.000653226 -0.0113683 0.000996996 -0.000950768 0.00455798 -0.000450852 0.00374236 -0.00764887 -0.0119811 0.000235596 -0.0177667 0.00102181 0.000146357 -0.0140951 -0.0195832 -0.0104297 -0.021007 -0.00418456 0.00477398 -0.00244118 internal_weight=324408 5499.47 4932.64 125.062 4807.58 2859.8 1947.78 504.168 1443.61 1349.44 2366.84 70.4098 1326.99 834.732 566.826 201.551 145.876 492.961 219.041 70.3957 148.645 2296.43 1849.96 94.1719 67.1603 88.2586 36.3258 273.919 435.211 98.7266 internal_count=1412147 24443 21932 575 21357 12381 8976 2305 6671 6263 10245 358 6163 3907 2511 908 666 2136 912 296 616 9887 7800 408 280 367 152 1224 1994 440 is_linear=0 shrinkage=0.03 Tree=582 num_leaves=31 num_cat=0 split_feature=1 2 2 2 2 1 2 0 2 0 2 2 1 2 3 1 0 3 1 2 2 1 0 1 2 2 2 2 1 1 split_gain=2.1191 7.2909 8.91012 4.06684 10.2895 3.2114 6.31036 9.11441 7.49744 9.77575 6.52457 5.58741 3.94432 3.51095 4.16995 3.45113 3.95634 3.20908 3.02238 3.79268 4.37268 5.4577 3.677 3.37067 3.29976 2.88706 2.57749 2.49816 2.25106 3.96465 threshold=52.500000000000007 1268.2044067382815 27132.552734375004 3501.286010742188 4406.9799804687509 42.500000000000007 2855.797973632813 55.500000000000007 9759.5722656250018 50.500000000000007 13908.505371093752 17636.074218750004 49.500000000000007 202.77236938476565 1.1054999828338625 46.500000000000007 58.500000000000007 1.0619999766349795 74.500000000000014 6949.8193359375009 13080.345703125002 61.500000000000007 82.500000000000014 63.500000000000007 5311.5163574218759 3309.9538574218755 4143.0483398437509 3023.088989257813 88.500000000000014 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=5 -2 3 25 -5 -1 7 13 9 -8 12 -12 -10 -7 17 26 -17 -15 19 24 23 -22 -20 -21 -6 27 -11 -3 29 -4 right_child=1 2 28 4 18 6 8 -9 10 15 11 -13 -14 14 -16 16 -18 -19 22 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.2523080949431031e-06 0.020781571985302158 -0.014853132750101836 0.0037479984045644507 0.012646863538862784 -0.010915671774924536 -0.0020735085285823454 -0.024230454979561177 -0.010199124192882693 0.020958325621125713 0.016149958963910967 -0.019409833329843015 0.0045201428617743155 0.00037654017091742992 0.01517925136326766 0.023094957104715617 -0.020427959529600154 -0.00012251985446898054 -0.0016453271366395426 -0.011438981398179223 -0.030719336806922286 0.0053703200561695174 -0.018539868561113625 0.011265813098511365 -0.011229943691137665 0.0050064206145322603 -0.025414943744473856 -0.0026494150964547318 0.0018547157573276035 -0.0044298109998914398 0.021877033874014472 leaf_weight=323823.76289233065 11.616031646728514 24.879544071853161 39.527321375906467 27.355861216783524 23.716048657894135 12.321018472313879 21.209794148802757 18.707066550850868 28.080938279628754 14.378331132233145 11.952568918466566 33.09960001334548 11.944686084985731 28.212000548839569 33.780753627419472 12.463365674018858 28.121817499399185 15.983914285898207 11.102078452706339 18.052414953708649 16.972942322492599 17.399692803621292 15.220177315175532 14.323483467102049 23.148931458592415 14.088413521647452 12.076901406049727 11.90969831869006 14.90390934795141 14.967798277735708 leaf_count=1409458 48 107 191 113 97 55 95 76 115 60 51 154 50 118 140 52 116 66 47 74 71 72 77 58 96 57 50 50 234 99 internal_value=3.7111e-06 -0.00251993 -0.00346117 -0.0064395 -0.00418069 6.04068e-06 0.00320419 0.0088598 -0.000352581 -0.00647882 0.00600209 -0.0018286 0.0148162 0.0128083 0.0151597 -0.000862672 -0.00635815 0.00909447 -0.00747029 -0.00959244 -0.0141853 -0.0067332 0.00168949 -0.022097 -0.00305096 -0.0138667 0.00756798 -0.00944434 0.00590178 0.00872738 internal_weight=324405 299.184 287.568 218.169 167.292 324106 282.333 109.005 173.328 88.2502 85.0778 45.0522 40.0256 90.2977 77.9767 67.0404 40.5852 44.1959 139.936 113.614 66.7485 34.3726 26.3223 32.3759 46.865 50.8777 26.4552 36.7892 69.399 54.4951 internal_count=1412147 1491 1443 919 705 1410656 1198 455 743 373 370 205 165 379 324 278 168 184 592 468 275 143 124 132 193 214 110 157 524 290 is_linear=0 shrinkage=0.03 Tree=583 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 0 2 2 2 1 1 0 2 2 2 0 0 0 2 0 2 3 1 0 0 2 2 0 0 split_gain=2.03232 10.3851 16.5312 16.9347 10.7228 29.4247 19.6215 23.952 21.9989 12.0536 11.0522 9.31803 8.94506 18.1047 8.19881 9.71161 9.56784 13.6928 7.72144 16.144 39.1414 12.1114 7.6187 8.16386 7.35346 9.75286 7.23786 10.9491 7.09513 6.97731 threshold=86.500000000000014 1235.1978759765627 1383.2932128906252 89.500000000000014 52584.906250000007 25386.748046875004 89.500000000000014 65292.480468750007 65292.480468750007 68839.980468750015 12.500000000000002 49.500000000000007 92.500000000000014 84498.644531250015 912.96624755859386 731.67642211914074 92.500000000000014 90.500000000000014 92.500000000000014 45803.917968750007 88.500000000000014 36598.957031250007 14.476500034332277 -2.4999999999999996 92.500000000000014 90.500000000000014 27132.552734375004 26225.782226562504 96.500000000000014 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 14 3 -3 5 10 7 -6 24 -10 22 -12 -11 -14 15 16 17 -2 19 21 -21 26 23 -4 25 -8 27 -7 -20 -16 right_child=1 2 4 -5 6 18 8 -9 9 12 11 -13 13 -15 29 -17 -18 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.2577190905185339e-06 0.00080511883231743206 -0.023227972133519945 0.0089275972888057924 -0.00092609101632410221 0.023729630039328625 -0.0032072778294610855 -0.005199765483394749 0.0046354264163103592 0.023189726840566628 0.0041742782612883824 -0.01585811310524507 0.014031316077490726 -0.019872543696186087 0.00010346074266300447 0.0028126115914337158 -0.011098682578599483 -0.020921216449060736 0.023774546953819829 -0.0022625952777421961 0.022782268474901203 -0.021989712934096114 -0.027549354864592594 0.0045073243926015945 -0.00031022385550354928 -0.00043603360235185156 -0.028446695306026809 -0.0029450491613212978 -0.036200012403160127 -0.017008420952251416 0.011109386881818385 leaf_weight=318908.36350440816 102.53245136886835 54.354944676160812 90.530004188418388 70.244857132434845 68.44031647592783 17.362968795001507 27.423769176006317 434.47029645740986 22.330343008041382 491.55947926640511 58.959667675197124 11.164640989154575 43.054822498932481 791.49278355389833 176.49779869616032 55.654905825853348 13.008902490139006 30.248854130506516 240.21980626881123 34.880522191524506 35.418852582573891 60.573858186602592 446.7034135311842 1759.1556850001216 27.008275404572487 39.835034117102623 51.931782007217407 18.914607182145119 33.457593437284231 188.81609503924847 leaf_count=1387704 473 265 396 310 311 74 116 1994 100 2256 297 61 204 3703 783 242 58 135 1051 150 146 249 2087 7404 128 164 215 78 173 820 internal_value=3.59995e-06 0.000575571 0.000133398 -0.010655 0.000413161 -0.00075589 0.0021312 0.00723393 0.000352443 0.00133193 0.000632824 -0.0110994 0.000963863 -0.000927114 0.00442145 -0.000437611 0.00363222 0.00603777 -0.00742528 -0.0116226 0.000224853 -0.0172204 0.000991087 0.000141907 -0.0136585 -0.0189681 -0.0101275 -0.0204092 -0.0040653 0.00710088 internal_weight=324405 5496.25 4929.49 124.6 4804.89 2859.27 1945.62 502.911 1442.7 1348.44 2366.51 70.1243 1326.11 834.548 566.759 201.445 145.79 132.781 492.76 219.083 70.2994 148.783 2296.39 1849.69 94.2671 67.2588 88.2094 36.2776 273.677 365.314 internal_count=1412147 24443 21932 575 21357 12381 8976 2305 6671 6263 10245 358 6163 3907 2511 908 666 608 2136 912 296 616 9887 7800 408 280 367 152 1224 1603 is_linear=0 shrinkage=0.03 Tree=584 num_leaves=31 num_cat=0 split_feature=1 2 2 2 2 0 2 2 1 2 1 2 2 2 2 2 0 3 3 1 2 3 0 2 1 2 0 0 2 2 split_gain=2.01506 6.8644 8.43003 3.81707 9.82947 3.46209 3.23434 6.7418 4.80251 7.2518 3.03555 5.96202 6.13232 9.2883 6.13802 5.22853 3.777 4.72515 4.25911 3.72406 2.72312 2.56828 5.30937 2.35362 2.2923 2.19681 10.8815 22.6339 22.53 19.4974 threshold=52.500000000000007 1268.2044067382815 27132.552734375004 3501.286010742188 4784.4965820312509 82.500000000000014 6949.8193359375009 5423.7912597656259 71.500000000000014 18647.261718750004 42.500000000000007 2713.268676757813 9759.5722656250018 7781.1735839843759 13908.505371093752 17636.074218750004 53.500000000000007 1.1054999828338625 1.0619999766349795 49.500000000000007 3309.9538574218755 1.1980000138282778 58.500000000000007 3023.088989257813 49.500000000000007 3912.1914062500005 51.500000000000007 41.500000000000007 7602.1542968750009 9536.4326171875018 decision_type=2 2 2 2 2 2 2 2 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 20 -5 6 7 -6 9 -8 25 16 13 21 19 -16 17 18 -12 -14 23 -13 -23 -3 -24 -1 27 -27 -29 -30 right_child=1 2 -4 4 5 -7 8 -9 -10 -11 11 12 14 -15 15 -17 -18 -19 -20 -21 -22 22 24 -25 -26 26 -28 28 29 -31 leaf_value=-6.6833228414487183e-05 0.020142895889441233 -0.0144243500361065 0.0057553146885724405 0.009063907936683973 -0.01959431753188311 0.0030901022459946977 -0.015631692514723988 0.0072847310239803117 -0.027946183429204775 0.010259643752208147 0.013550441538142931 0.012178318914942993 0.02036939032413531 -0.024650467770757547 -0.018741090399376849 0.0043947061764029521 -0.00086923323097480576 0.025288736851994606 -0.0049011733471489242 0.00036545792417552172 -0.024690741806151491 -0.013345592219734807 0.0082110761545855192 0.0017943845642748237 -0.0071652317201043782 9.6111851017460036e-05 0.0006132401998356421 -0.0032184765564957558 0.002750367631007633 -0.0011436530608585497 leaf_weight=179904.02692284295 11.623930409550665 24.858915686607361 69.143120735883713 39.214908629655838 13.51923058927059 20.833021961152554 42.05736480653286 22.171325296163559 16.870110794901848 12.66867810487747 37.226153835654259 11.711493000388144 28.038100987672806 17.984205797314644 11.974880352616308 33.068073052912951 25.393136695027351 19.307684645056725 16.140353851020336 11.943836599588392 14.066805303096769 27.171020269393921 29.586327351629734 11.911277838051317 12.375921964645384 104337.44164969726 28686.612758690491 3764.5094749853015 1453.7119710817933 5674.3415468484163 leaf_count=780523 48 107 524 162 55 101 172 92 71 52 158 53 115 78 51 154 104 82 67 50 57 112 123 50 51 462002 119928 17396 6159 23450 internal_value=3.49259e-06 -0.00245843 -0.00337281 -0.0062657 -0.00407852 -0.00810116 -0.0102743 -0.00289679 -0.013952 -0.00963804 5.76336e-06 0.00311739 -6.88632e-05 -0.00515079 0.00583813 -0.00175605 0.00909088 0.0125711 0.00796987 0.0143936 -0.013465 -0.000813013 -0.0030138 -0.00917048 0.00367614 3.05435e-06 9.04178e-05 -3.97393e-05 -0.00134103 -0.000349497 internal_weight=324402 298.939 287.315 218.172 167.335 128.12 107.287 35.6906 71.5962 54.726 324103 281.921 183.854 98.829 85.0249 45.043 98.0673 72.6742 53.3665 39.9819 50.837 80.8448 69.1333 36.7702 41.9622 323821 143917 115230 10892.6 7128.05 internal_count=1412147 1491 1443 919 705 543 442 147 295 224 1410656 1198 787 417 370 205 411 307 225 165 214 339 286 157 174 1409458 628935 509007 47005 29609 is_linear=0 shrinkage=0.03 Tree=585 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 0 2 3 1 0 2 0 1 1 0 2 2 1 2 0 3 0 0 1 2 2 2 1 1 2 split_gain=3.26613 29.1042 34.8853 26.7399 53.4213 44.2013 35.6019 47.4048 33.2305 30.7466 22.6924 27.9019 24.5701 46.843 22.2947 21.8479 26.8581 19.2622 17.216 28.7864 35.7651 25.3211 21.1511 19.0326 16.9823 30.2871 16.5155 16.3453 16.2174 16.1476 threshold=2.7749999761581425 358.55703735351568 554.91479492187511 6336.3120117187509 11465.855468750002 40.500000000000007 3912.1914062500005 1.3535000085830691 2.5000000000000004 51.500000000000007 7957.9211425781259 38.500000000000007 -9.4999999999999982 -1.4999999999999998 68.500000000000014 2855.797973632813 2492.341430664063 1.5000000000000002 7602.1542968750009 64.500000000000014 1.1054999828338625 61.500000000000007 66.500000000000014 -1.4999999999999998 1421.1920166015627 490.42837524414068 397.09068298339849 -5.4999999999999991 4.5000000000000009 303.00918579101568 decision_type=2 2 2 2 2 2 2 2 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 29 17 6 5 8 14 9 10 28 11 -5 -12 -14 -1 16 24 26 19 20 -7 -20 -23 -22 25 27 -3 -16 -8 -2 right_child=1 2 -4 4 -6 18 7 -9 -10 -11 12 -13 13 -15 15 -17 -18 -19 21 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00018201321388678325 0.0014918732628202225 0.0023310777941433886 -1.5010638518303532e-05 0.0024722555929991845 0.00010562969491022289 0.0025193409524730689 -0.0025938085020970835 0.0023271200184917617 -0.012542064999919942 0.0026803242122923365 -0.023391907161187241 -0.0092651951107710594 0.0031430472706414372 -0.007734844131254145 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2071 10808 58815 2135 4700 292 1001 1902 6224 171 2592 280 8472 19097 543 786 1679 845 4881 1293 2525 34214 9228 1301 3743 internal_value=1.96817e-05 -8.73222e-05 -0.000153949 0.00010446 -0.000611424 -0.00241016 0.000290401 0.00153993 -0.00514636 -0.0014787 -0.00400469 -0.000313464 -0.00580787 -0.00519781 0.000111726 -0.00216183 -0.00117777 -0.00176984 -0.00104176 -0.00350927 -0.00453093 -0.000155171 -0.00583434 -0.00715358 -0.00158317 -0.000855804 -0.0012086 -0.00248931 -0.0032703 0.0026573 internal_weight=324036 143241 139846 180794 37276.8 10624.7 143518 17954.7 3542.07 3713.7 3068.4 1007 2061.4 1992.28 125563 3765.39 3176.37 11072.3 7082.6 1872.14 1740.83 5210.46 622.197 1268.84 3109.22 2807.11 9217.84 2202.01 2595.59 3394.81 internal_count=1410545 638389 623017 772156 154258 44615 617898 75624 14713 16809 12578 4160 8418 8126 542274 16089 13497 47145 29902 8281 7738 21621 2524 5667 13217 11924 38673 9399 12109 15372 is_linear=0 shrinkage=0.03 Tree=586 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 3 2 2 3 2 3 0 3 1 0 2 2 1 3 0 1 1 1 1 3 0 2 2 2 1 split_gain=3.0731 27.3876 32.8335 25.1632 50.2989 41.7848 55.6382 36.4394 43.2378 33.5105 44.6144 28.9533 22.6695 22.693 20.9871 20.5916 25.2245 19.8983 22.95 22.7484 20.8659 28.1403 18.1785 17.6412 16.0858 28.4834 16.0102 28.4971 15.5396 15.4404 threshold=2.7749999761581425 358.55703735351568 554.91479492187511 6336.3120117187509 11465.855468750002 1.532000005245209 8322.3417968750018 7781.1735839843759 1.1510000228881838 3912.1914062500005 1.3535000085830691 51.500000000000007 2.6375000476837163 2.5000000000000004 68.500000000000014 2855.797973632813 2492.341430664063 1.5000000000000002 1.6674999594688418 67.500000000000014 -9.4999999999999982 -1.4999999999999998 1.5000000000000002 -1.4999999999999998 1.6674999594688418 34.500000000000007 1421.1920166015627 490.42837524414068 397.09068298339849 -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=3 -2 22 9 5 7 12 8 -5 14 11 -11 13 24 -1 16 26 19 -19 20 -8 -22 28 -10 -7 -26 27 29 -3 -16 right_child=1 2 -4 4 -6 6 17 -9 23 10 -12 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00017655211172265902 0.0025779188758558438 0.0022612882635943917 -1.4560251514752198e-05 0.001350556311883687 0.00010246088694646495 -0.0052351387799331791 -0.023672028253869725 0.00064379700866166664 0.00035943887673722873 -0.003175551835387755 0.0022577922434555845 0.0025995232547867003 0.0068713850281215934 -0.012899002253889316 0.016408670083303316 -0.0072533809829896465 0.017029125275801922 -0.00090909097692589455 -0.016232786665307541 0.0077144513045797414 0.00068186228845364984 -0.0081913661514515564 -0.004429784727952411 -0.0094060990501641326 -0.005549596988466631 0.0070691015859841834 -0.0081036898968079984 0.0049342487557884626 -0.0016142075184220571 -0.0027512075590612243 leaf_weight=121798.13673278608 3394.3850349448621 1050.9989261776209 128774.35063141573 760.4484980031848 26652.04739753902 413.38668443262577 64.075069174170494 4524.0257248282433 199.57097095251083 2592.9304794594646 14237.934440910816 1118.2803670465946 320.24372386187315 152.9829917550087 38.528897166252136 588.30381343513727 67.290977105498314 113.62815567851067 389.43448117375374 101.74587818980217 410.86972197890282 1481.6195238679647 1851.5670065879822 1004.2525558546185 260.02254493534565 422.71532967686653 301.65898290276527 605.31468506157398 8166.9033497646451 2162.4135175794363 leaf_count=526185 15372 4459 575872 3368 109643 1698 270 18806 821 12109 58815 4700 1329 712 171 2592 280 496 1650 411 1680 6025 8472 4557 1065 1727 1293 2525 34214 9228 internal_value=1.90884e-05 -8.47054e-05 -0.000149334 0.000101327 -0.000593191 -0.00233916 -0.00469769 -0.000837628 -0.00424958 0.0002817 0.00149418 -0.00143538 -0.000249625 -0.0020753 0.000108374 -0.00209807 -0.00114289 -0.00742302 -0.0127716 -0.0061158 -0.006835 -0.00626494 -0.0017172 -0.00778716 -0.000564662 0.00226324 -0.00153634 -0.000830383 -0.00117233 -0.0024158 internal_weight=324020 143238 139844 180782 37271.1 10619 4130.72 6488.3 1964.27 143511 17949.1 3711.21 1569.35 1249.11 125562 3763.51 3175.21 2561.37 503.063 2058.31 1956.56 1892.49 11069.5 1203.82 1096.12 682.738 3107.92 2806.26 9217.9 2200.94 internal_count=1410545 638389 623017 772156 154258 44615 17063 27552 8746 617898 75624 16809 6531 5202 542274 16089 13497 10532 2146 8386 7975 7705 47145 5378 4490 2792 13217 11924 38673 9399 is_linear=0 shrinkage=0.03 Tree=587 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 0 2 3 1 0 1 2 0 1 1 1 0 2 2 2 1 1 2 2 1 2 2 0 3 0 split_gain=2.89148 25.7695 30.9021 23.6797 47.3592 39.4112 31.5817 41.6636 30.237 28.8795 25.0896 20.0294 25.3277 22.0632 44.6382 19.0928 18.6237 31.676 17.9432 26.6784 24.8216 24.0764 19.7996 17.2121 17.1545 15.7122 15.3743 26.0655 32.2516 22.7255 threshold=2.7749999761581425 358.55703735351568 554.91479492187511 6336.3120117187509 11465.855468750002 40.500000000000007 3673.1176757812505 1.4100000262260439 2.5000000000000004 51.500000000000007 2.5000000000000004 7957.9211425781259 38.500000000000007 -1.4999999999999998 -8.4999999999999982 4.5000000000000009 67.500000000000014 1317.2869262695315 418.29415893554693 303.00918579101568 1.0000000180025095e-35 -1.4999999999999998 152.24964904785159 10470.297851562502 1.5000000000000002 3754.1591796875005 7602.1542968750009 64.500000000000014 1.1054999828338625 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=3 -2 24 6 5 8 16 9 11 15 -9 12 -5 14 23 -8 -1 18 19 20 21 -18 -23 -13 -3 -12 27 28 -7 -28 right_child=1 2 -4 4 -6 26 7 10 -10 -11 25 13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.00016246314064277239 0.0025006251480698951 -0.0011371585515966179 -1.4123487487161309e-05 0.0023509861206410282 9.9387198115468721e-05 0.0024019198820446164 -0.0022009238752577136 0.0015635940847691799 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2221.930358543992 4588.3243131116033 131.00902336835861 1263.9854427874088 621.71418230235577 leaf_count=510525 15372 38673 575872 3159 109643 2071 12531 58772 2135 5525 504 281 1001 6224 1783 1488 390 4983 5453 6103 1664 340 621 130 8472 8999 19097 543 5667 2524 internal_value=1.85129e-05 -8.21671e-05 -0.000144858 9.8288e-05 -0.000575504 -0.00227026 0.000273259 0.00135201 -0.0048565 -0.00126361 0.00203884 -0.00376949 -0.000300287 -0.00546453 -0.000217864 -0.00287772 8.96509e-05 -0.0017875 -0.000346417 -0.00203828 0.00275446 0.00871647 0.0138096 -0.0184938 -0.00166612 0.00491298 -0.000978039 -0.00331368 -0.00428732 -0.00014096 internal_weight=324006 143236 139841 180770 37265.5 10613.5 143505 20872.6 3536.18 4340.98 16531.6 3065.5 1006.18 2059.32 534.22 3024.8 122632 4579.12 3433.73 2134.56 701.676 331.53 237.336 98.1753 11066.7 2345.66 7077.28 1867.25 1736.24 5210.04 internal_count=1410545 638389 623017 772156 154258 44615 617898 87819 14713 19544 68275 12578 4160 8418 2194 14019 530079 19554 14571 9118 3015 1351 961 411 47145 9503 29902 8281 7738 21621 is_linear=0 shrinkage=0.03 Tree=588 num_leaves=31 num_cat=0 split_feature=3 2 2 2 0 2 3 2 3 2 3 2 3 2 1 2 3 2 2 3 2 2 3 2 3 0 0 2 0 2 split_gain=2.7206 24.247 29.7139 34.1803 45.5598 33.9925 58.9386 38.1294 44.4705 31.3458 26.8634 32.7452 26.0123 25.8686 25.6227 24.0084 34.8475 22.283 44.5879 37.3453 50.3667 32.6074 39.255 30.0852 41.2269 21.5084 21.425 62.0287 43.403 35.2391 threshold=2.7749999761581425 358.55703735351568 6643.0878906250009 3645.8532714843755 4.5000000000000009 10727.411621093752 3.653500080108643 8322.3417968750018 4.7190001010894784 554.91479492187511 4.4095001220703134 20329.439453125004 5.9049999713897714 29989.942382812504 1.0000000180025095e-35 17636.074218750004 3.4465000629425053 6336.3120117187509 11465.855468750002 1.532000005245209 8322.3417968750018 7781.1735839843759 1.1510000228881838 4143.0483398437509 1.7404999732971194 20.500000000000004 78.500000000000014 27132.552734375004 74.500000000000014 21631.834960937504 decision_type=2 2 2 2 2 2 2 2 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 9 -5 6 -4 -8 -9 -3 11 14 -10 26 15 25 -17 23 19 21 -21 22 -19 -1 -25 -7 28 -28 -13 -30 right_child=1 2 5 4 -6 10 7 8 12 -11 -12 13 -14 -15 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.00011501248584770354 0.0024256531593213385 -0.0016165374055796629 0.0044982927256776786 0.0038263210226843519 -0.0023474040194774214 -0.014069284221529376 -0.0019115548621627945 0.0039918486711649414 -0.0028446302578544018 0.00022052021118621721 0.00022136967645887352 0.0015995864351772133 0.0022878957010302723 -0.001457079924316978 -0.0088555370086838957 -0.017566771648197838 0.0022211602938308514 0.0013157895227483831 9.64057094040447e-05 -0.00020056875584085833 -0.0070302971041821651 0.00061663294576984893 -0.0073976308733378106 -0.00097447880594885451 0.0024938108353169566 0.0029801992610512863 -0.018623465537645389 0.023921178925297677 -0.010501559526951053 0.021171144282542256 leaf_weight=128199.34433333843 3394.26158561185 11064.054239213467 4267.9087384492159 1165.2334876991808 14016.049332939088 74.267311662435532 4190.5044461265206 3699.3235986977816 2105.0345251336694 34196.659542094916 52092.364028453012 1569.0241376385093 1538.0457243816927 7655.8212394043803 849.52393212914467 177.2409667596221 146.13645865023136 760.42783804982901 26651.977174475789 1567.4634293168783 2557.2836058884859 4524.1064231619239 1199.0840196460485 4284.400027513504 11014.32888045907 644.44796893000603 123.07748155295849 41.155369222164154 38.145544245839119 184.67602504044771 leaf_count=553344 15372 47145 17664 6498 59258 303 17764 15338 8711 150122 246748 6305 6905 31276 3445 717 589 3368 109643 6531 10532 18806 5378 19036 45518 2642 502 168 155 762 internal_value=1.79549e-05 -7.97047e-05 -0.000140516 -0.000641726 -0.00187354 0.000241037 0.00148637 0.000371771 0.00167493 -0.000228551 -6.8375e-05 -0.00138045 -0.000677766 -0.000670396 -0.00498846 -0.00183598 -0.00862447 9.53404e-05 -0.00055833 -0.00220326 -0.0044349 -0.000783529 -0.00401621 0.000265071 0.00152252 0.00121842 0.00240857 -0.00796214 0.00335911 0.015749 internal_weight=323991 143233 139839 60442 15181.3 79396.7 15800.8 11532.9 7342.4 45260.7 63595.9 11503.5 3643.08 9611.9 1891.62 1042.09 323.377 180758 37260.3 10608.4 4124.75 6483.62 1959.51 143498 15298.7 718.715 1956.08 164.233 1791.85 222.822 internal_count=1410545 638389 623017 263023 65756 359994 66382 48718 30954 197267 293612 46864 15616 39168 7696 4251 1306 772156 154258 44615 17063 27552 8746 617898 64554 2945 7892 670 7222 917 is_linear=0 shrinkage=0.03 Tree=589 num_leaves=31 num_cat=0 split_feature=3 2 2 2 0 2 3 2 3 2 3 2 2 3 3 2 2 2 2 0 2 0 2 2 0 1 2 3 0 1 split_gain=2.55977 22.8145 27.9588 32.1598 42.877 31.9917 55.4953 35.8791 41.867 29.4958 25.2785 30.8693 31.1812 24.473 21.158 62.4932 51.2553 30.286 70.8716 24.0184 39.2551 21.827 20.968 41.9703 35.4867 28.6525 28.4123 39.5519 27.5445 23.1234 threshold=2.7749999761581425 358.55703735351568 6643.0878906250009 3645.8532714843755 4.5000000000000009 10727.411621093752 3.653500080108643 8322.3417968750018 4.7190001010894784 554.91479492187511 4.4095001220703134 21631.834960937504 29989.942382812504 5.9049999713897714 5.9049999713897714 14212.430175781252 15948.730957031252 33116.664062500007 42648.800781250007 15.500000000000002 58553.552734375007 81.500000000000014 6336.3120117187509 11465.855468750002 40.500000000000007 2.5000000000000004 3985.294067382813 1.6674999594688418 48.500000000000007 -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=22 -2 3 9 -5 6 -4 -8 -9 -3 11 -7 -13 -10 16 -16 -12 -18 21 20 -20 -19 26 24 25 -24 -1 28 29 -28 right_child=1 2 5 4 -6 10 7 8 13 -11 14 12 -14 -15 15 -17 17 18 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00010211388699791856 0.0023529328289677316 -0.0015681702015079759 0.0043656493167874627 0.003714561229369957 -0.0022768386587481994 -0.0045895802024576802 -0.0018540109473653725 0.0038739485789552617 -0.0027587366097044422 0.00021390598975125987 0.0043595240490776543 0.003071502244340918 -0.0014134231602486126 0.0022196573897294261 -0.0036200828821353853 0.00030735510344308004 -0.0053515903330398152 0.0071338550417593162 0.015110453637249046 -0.0021014034699444024 -0.00027669960740532481 0.020859465798855857 -0.003536957316759327 9.3513689022070516e-05 -0.00091165296890903373 -0.011502533357084774 -0.013930456127607131 0.002273132568252807 0.0015142582567434801 -0.0023847699742047899 leaf_weight=126445.18784298655 3394.1918614655733 11063.159784071147 4265.6892742738128 1164.2975679598749 14016.918067838997 2140.3348249942064 4190.9434385113418 3697.5784650668502 2105.451558932662 34196.45587868616 3519.1651405841112 1706.087135642767 7655.5249296575785 1537.7737904032692 4018.9210212901235 39331.531608476187 894.01550330221653 501.36593570560217 204.77987518161535 2939.3399157747626 549.96632331609726 131.65469506382942 3063.0091394558549 26651.943440161645 7073.3574144989252 468.59165318310261 167.77871912717819 12540.781790792942 2094.6622542962432 2246.4183595702052 leaf_count=545985 15372 47145 17664 6498 59258 8702 17764 15338 8711 150122 14721 6886 31276 6905 18466 192119 3613 2020 839 12163 2250 557 12578 109643 29902 2135 691 51845 9075 10302 internal_value=1.74177e-05 -7.73142e-05 -0.000136305 -0.000622485 -0.00181734 0.000233831 0.00144211 0.000360667 0.00162505 -0.000221701 -6.63247e-05 -0.00133921 -0.000596077 -0.0006574 0.000214735 -5.67487e-05 0.00156125 -0.00032485 0.000713715 -0.000875615 0.00389819 0.00998849 9.24818e-05 -0.000541641 -0.00213788 -0.00459387 0.000257125 0.00140673 -0.00100304 -0.00318716 internal_weight=323977 143225 139831 60440.8 15181.2 79390.1 15797.4 11531.7 7340.8 45259.6 63592.7 11501.9 9361.61 3643.23 52090.7 43350.5 8740.29 5221.12 4327.11 3694.09 754.746 633.021 180752 37256.9 10605 3531.6 143495 17049.6 4508.86 2414.2 internal_count=1410545 638389 623017 263023 65756 359994 66382 48718 30954 197267 293612 46864 38162 15616 246748 210585 36163 21442 17829 15252 3089 2577 772156 154258 44615 14713 617898 71913 20068 10993 is_linear=0 shrinkage=0.03 Tree=590 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 3 2 0 2 0 2 0 2 0 3 2 3 2 2 2 0 1 2 0 2 0 0 2 0 0 split_gain=2.53725 8.19378 9.22747 5.62975 5.54656 6.24947 5.52487 12.5027 8.30677 8.3561 5.67172 13.8619 11.7945 8.3094 6.2505 9.69594 8.9355 9.06243 8.50434 26.1286 10.0769 16.6364 11.477 8.01546 7.68967 11.268 9.54074 9.4591 21.9055 20.2574 threshold=10.500000000000002 22.500000000000004 3365.596557617188 12.500000000000002 1268.2044067382815 4.4095001220703134 303.00918579101568 32.500000000000007 257.52690124511724 36.500000000000007 525.24191284179699 34.500000000000007 397.09068298339849 38.500000000000007 2.7749999761581425 99998.222656250015 2.3904999494552617 29989.942382812504 4685.5603027343759 3309.9538574218755 75.500000000000014 25.500000000000004 857.34472656250011 80.500000000000014 1192.975524902344 48.500000000000007 45.500000000000007 5664.3623046875009 48.500000000000007 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 4 -4 -2 -6 7 -3 9 -9 11 -8 -13 -14 15 16 24 -18 19 20 -16 22 23 -22 25 26 -12 28 -26 -29 right_child=1 6 3 -5 5 -7 10 8 -10 -11 14 12 13 -15 18 -17 17 -19 -20 -21 21 -23 -24 -25 27 -27 -28 29 -30 -31 leaf_value=1.518593359125113e-05 -0.001368826772111935 0.020963849258975743 2.2464850323392106e-05 0.0061042895738388468 -0.0060511044285795545 -0.034712346185730152 -0.0040597730620004664 0.020720032959704086 -0.012913702498466318 -0.0037021835036769239 -0.0066018097941786102 0.0012284321447216182 0.038702130512780049 0.013038016418690313 -0.0096503940587515987 -0.02375953092016644 0.0066312271291452578 -0.0048585021922384203 -0.001483909187793709 -0.017754395762244968 0.022078937523124315 -0.010106086182217863 0.037482608447575158 -0.010141664272547224 0.0037632998963158973 0.0052756288512256231 -0.026505099195246788 -0.0056539166989109718 -0.0022925537468678992 0.0025850952261374915 leaf_weight=317698.01032219152 64.112927973270416 17.636509418487549 215.45137201249599 376.10813936591148 17.570505082607273 11.218636080622671 125.07288603484631 13.008324161171911 91.638289041817188 410.60167025774717 65.041599214076996 81.638328596949577 13.709667295217512 66.08807610720396 41.182398870587349 15.865568146109579 289.88974997401237 78.516626343131065 765.01299559231848 120.63828782737255 15.189238876104357 26.571140311658382 19.138548120856285 12.808093726634977 1075.0777353048325 42.489214338362217 32.510114632546902 731.74034738540649 1075.2538524270058 424.32973831146955 leaf_count=1380061 373 92 910 1588 98 61 729 77 612 2941 361 476 67 330 222 77 1262 326 3499 686 72 139 99 67 4762 226 253 3634 4913 1797 internal_value=3.33158e-06 -0.00059115 0.00250884 0.00388923 -0.00628087 -0.0172199 -0.000966651 -0.00387373 -0.0047239 -0.00295222 -0.000663953 0.00343714 0.00924538 0.0174472 -0.000907161 -0.000355685 -0.000258351 0.00418248 -0.00301856 -0.00800325 0.00223583 0.00887703 0.0195781 0.0073388 -0.000733052 -0.00761862 -0.0132348 -0.000441417 0.000735125 -0.00262983 internal_weight=324033 6335.11 684.462 591.56 92.9021 28.7891 5650.65 532.885 515.248 423.61 5117.76 286.509 161.436 79.7977 4831.26 3830.71 3814.85 368.406 1000.54 235.528 114.889 73.707 47.1359 27.9973 3446.44 140.041 97.5517 3306.4 2150.33 1156.07 internal_count=1410810 30749 3030 2498 532 159 27719 3722 3630 3018 23997 1602 873 397 22395 17611 17534 1588 4784 1285 599 377 238 139 15946 840 614 15106 9675 5431 is_linear=0 shrinkage=0.03 Tree=591 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 3 1 2 0 2 0 3 2 0 2 0 3 2 0 2 2 0 1 2 2 1 2 0 1 2 split_gain=2.3911 7.71636 8.69715 5.30369 5.28713 6.05934 5.26094 5.21827 11.7851 7.59697 12.2368 5.58134 5.33275 12.9964 11.0486 8.55982 5.89066 9.19419 8.46738 8.06482 24.8774 9.4744 15.5243 10.4664 8.03324 11.3421 7.77443 33.2168 11.6193 9.95113 threshold=10.500000000000002 22.500000000000004 3365.596557617188 12.500000000000002 1268.2044067382815 4.4095001220703134 16.500000000000004 303.00918579101568 31.500000000000004 257.52690124511724 36.500000000000007 1.1980000138282778 525.24191284179699 34.500000000000007 370.10404968261724 38.500000000000007 2.7749999761581425 99998.222656250015 29.500000000000004 4685.5603027343759 3309.9538574218755 75.500000000000014 25.500000000000004 857.34472656250011 52584.906250000007 14.500000000000002 21631.834960937504 39.500000000000007 22.500000000000004 31044.129882812504 decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -2 8 -3 10 -10 -11 13 -9 -15 -16 17 18 -14 20 21 -18 23 -23 26 -26 -20 28 29 -28 right_child=1 7 3 -5 5 -7 -8 12 9 11 -12 -13 16 14 15 -17 19 -19 24 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=1.4730359683161825e-05 0.0030565216818123136 0.028808621315055894 2.1790792075639883e-05 0.0059256788280781184 -0.0058877132564553181 -0.034278989646023196 -0.018181784318619172 -0.0039470221884442928 0.024510800133421756 -0.031661153243366928 -0.0035997372755129302 -0.0093183063511310341 0.0051656869440377022 -0.00098103541178745841 0.036935961293091776 0.011583045307751592 -0.0094065373046063813 -0.023220185215394439 -0.00036358739265788013 -0.0014394758569274827 -0.017380285473552068 0.007099427044856302 -0.0098454021563351788 0.035724089955574218 0.025486881216340355 -0.00077784662469274882 -0.032443069850042167 0.0025091995863673468 -0.004833127966532424 -0.010727507677900112 leaf_weight=317697.89476187655 50.838276132941246 9.8102251589298231 215.45118317008018 375.82573746144772 17.517184868454937 11.02262260019779 13.228401675820349 124.7907040566206 14.428002849221228 11.391580671072004 409.63345722854137 86.242141470313072 243.18055295944214 62.273731425404549 13.930778190493582 85.825039774179459 40.985547855496407 15.748848170042036 3193.6527397222817 764.96902072243392 119.55457431450486 28.065639764070511 26.458181213587523 19.47294870018959 25.402998819947243 35.444251984357834 49.809749722480774 191.81770727038383 42.901626765727997 30.696408107876778 leaf_count=1380061 292 46 910 1588 98 61 81 729 83 107 2941 545 1033 365 67 441 222 77 14869 3499 686 139 139 99 109 155 250 797 177 144 internal_value=3.22669e-06 -0.0005741 0.00243552 0.0037744 -0.00611305 -0.016853 -0.00132874 -0.000938615 -0.00376781 -0.0043804 -0.00264332 -0.0119252 -0.000644628 0.00332967 0.00893398 0.0151235 -0.000880725 -0.00034532 -0.000250838 -0.00293162 -0.0077984 0.00216451 0.00857351 0.0188248 -0.000619828 0.0101874 -0.000807235 -0.00530197 -0.0174432 -0.0241631 internal_weight=324028 6330.37 683.883 591.277 92.6065 28.5398 64.0667 5646.49 531.505 521.695 424.061 97.6337 5114.98 286.82 162.03 99.7558 4828.16 3828.65 3812.91 999.506 234.537 114.982 73.9968 47.5386 3569.73 60.8473 3508.88 315.225 123.408 80.5062 internal_count=1410810 30749 3030 2498 532 159 373 27719 3722 3676 3024 652 23997 1602 873 508 22395 17611 17534 4784 1285 599 377 238 16501 264 16237 1368 571 394 is_linear=0 shrinkage=0.03 Tree=592 num_leaves=31 num_cat=0 split_feature=1 0 2 2 3 1 1 2 0 2 0 3 2 0 2 0 3 2 0 2 2 0 1 2 2 1 0 1 2 2 split_gain=2.25306 7.26593 8.1983 5.03886 5.90902 4.99784 4.99646 4.93006 11.1597 7.56148 7.18546 5.14423 5.01388 12.1873 10.2982 7.84676 5.5518 8.71869 7.96507 7.64619 23.6849 8.90871 14.4902 9.57202 7.55585 10.8801 7.51335 11.1548 12.4153 8.46061 threshold=10.500000000000002 22.500000000000004 3365.596557617188 1268.2044067382815 4.1315000057220468 16.500000000000004 12.500000000000002 303.00918579101568 32.500000000000007 257.52690124511724 36.500000000000007 1.1980000138282778 525.24191284179699 34.500000000000007 370.10404968261724 38.500000000000007 2.7749999761581425 99998.222656250015 29.500000000000004 4685.5603027343759 3309.9538574218755 75.500000000000014 25.500000000000004 857.34472656250011 52584.906250000007 17.500000000000004 76.500000000000014 63.500000000000007 8492.8930664062518 36598.957031250007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -4 8 -3 10 -10 -11 13 -9 -15 -16 17 18 -14 20 21 -18 23 -23 -20 -26 29 28 -28 -21 right_child=1 7 6 4 -6 -7 -8 12 9 11 -12 -13 16 14 15 -17 19 -19 24 26 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=1.4288438714872769e-05 0.0029600692233951102 0.019635806534236626 2.1137182305586945e-05 -0.0017843808551706579 -0.02927236983540242 -0.017821968656056387 0.0057522570627620033 -0.0038371795615547962 0.018885820716212504 -0.031464951752696708 -0.0034999065097143099 -0.0096753664316718471 0.0050088817162950256 -0.0009521104825501403 0.035297281711990453 0.011183803730010376 -0.0091680216872403724 -0.022693664240809135 -0.00078335038161074706 0.004615492666721799 -0.017012537280191541 0.0068652463056693034 -0.0095907309486757929 0.034093920045095864 0.019694956818765475 -0.0065075555692097704 -0.020353470850259427 0.0060720909491497463 -0.0040222317091774349 -0.0071106966902563639 leaf_weight=317697.78297576134 50.918727040290833 17.87527047097683 215.45099791884422 13.152977228164675 15.140074193477629 13.092688471078871 375.54592074453831 124.51629503071308 13.325665190815924 11.122802048921583 408.69274296611547 79.086107552051544 243.26825380325317 62.241121500730515 14.136941388249396 86.216091863811016 40.793233886361122 15.632592380046843 3507.8489762805402 254.30052703619003 118.49102401360869 28.1509730219841 26.347627226263285 19.786960989236832 38.06517031788826 22.80816850066185 48.442170292139053 81.409431324340403 309.98031979426742 70.793270111083984 leaf_count=1380061 292 92 910 72 87 81 1588 729 77 107 2941 505 1033 365 67 441 222 77 16237 1033 686 139 139 99 163 101 205 590 1377 294 internal_value=3.12499e-06 -0.000557458 0.00236429 -0.00595064 -0.0164937 -0.00129062 0.00366295 -0.000911226 -0.00366512 -0.00447826 -0.00279305 -0.012362 -0.000625722 0.00322582 0.00863474 0.0145807 -0.000854854 -0.00033516 -0.00024347 -0.00284704 -0.0075979 0.00209589 0.00828136 0.0181042 -0.000601506 0.00987734 -0.00139637 -0.00395254 -0.00622946 0.00206197 internal_weight=324024 6326.63 683.301 92.3045 28.2931 64.0114 590.997 5643.33 530.103 512.227 422.018 90.2089 5113.23 287.11 162.594 100.353 4826.12 3827.62 3811.99 998.496 233.57 115.079 74.2856 47.9379 3568.72 60.8733 764.926 439.832 358.422 325.094 internal_count=1410810 30749 3030 532 159 373 2498 27719 3722 3630 3018 612 23997 1602 873 508 22395 17611 17534 4784 1285 599 377 238 16501 264 3499 2172 1582 1327 is_linear=0 shrinkage=0.03 Tree=593 num_leaves=31 num_cat=0 split_feature=1 0 2 2 3 1 1 2 0 2 0 3 2 0 2 0 1 1 3 2 3 2 2 1 1 2 0 0 2 0 split_gain=2.12245 6.84129 7.72822 4.8034 5.75844 4.74753 4.70698 4.65734 10.4769 6.96117 10.7647 5.35374 4.71412 11.4307 9.66452 6.33079 5.97001 8.41239 7.03265 5.30023 5.23493 8.26801 7.59234 8.66974 9.58618 8.1549 25.1931 18.7303 13.5283 17.0343 threshold=10.500000000000002 22.500000000000004 3365.596557617188 1268.2044067382815 4.4095001220703134 16.500000000000004 12.500000000000002 303.00918579101568 31.500000000000004 257.52690124511724 36.500000000000007 1.1980000138282778 525.24191284179699 34.500000000000007 397.09068298339849 38.500000000000007 17.500000000000004 20.500000000000004 1.532000005245209 342.58499145507818 2.7749999761581425 99998.222656250015 2320.079467773438 43.500000000000007 50.500000000000007 5922.5739746093759 48.500000000000007 48.500000000000007 9078.9726562500018 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 5 -5 -2 -4 8 -3 10 -10 -11 13 19 16 -16 18 -18 -15 -9 21 22 23 -14 -25 26 -24 28 29 -27 right_child=1 7 6 4 -6 -7 -8 12 9 11 -12 -13 20 14 15 -17 17 -19 -20 -21 -22 -23 25 24 -26 27 -28 -29 -30 -31 leaf_value=1.3859808081376684e-05 0.002866814439274468 0.02688638727161281 2.0502983350377127e-05 -0.0054988498435440333 -0.033503893649313367 -0.017467465273243742 0.0055838709260366748 0.0082397903649603747 0.022684700483392002 -0.031271895289614209 -0.0034026360038760073 -0.008908479931290068 -0.0044985909522486881 -0.023460754636286604 0.033772013345991322 0.011801061956930427 0.024538784192808721 -0.0032656562521387691 0.0021867873275969764 -0.0069375576294822367 -0.0027655076427389432 -0.022179420904254725 0.0049194510929757834 0.020077154126880166 -0.010610242649831023 0.0053547870826845378 -0.0019918840481237088 0.0034157579319358906 -0.0023216398919385945 -0.017806443084670023 leaf_weight=317697.67429853464 50.996607407927513 9.9767834991216642 215.45081949234009 17.383091926574711 10.660664930939673 12.959689036011694 375.26895706355572 26.257212221622467 14.750858455896376 10.859705403447149 407.77879296988249 85.385651797056198 521.69555418938398 14.765382587909697 14.329129382967947 66.95999176800251 18.068692989647388 21.383427627384663 27.623271316289902 97.992256417870522 997.28707567788661 15.5169620513916 984.33964582532644 27.37119060754776 13.770819604396818 37.908710807561874 916.77794290706515 464.12119732797146 729.54658348858356 116.1198928207159 leaf_count=1380061 292 46 910 98 61 81 1588 154 83 107 2941 545 2549 95 67 330 108 123 150 575 4784 77 4346 113 56 153 4265 1936 3386 730 internal_value=3.02757e-06 -0.00054121 0.00229514 -0.00579278 -0.0161448 -0.00125359 0.00355477 -0.000884512 -0.00356486 -0.00415048 -0.00249191 -0.0114318 -0.000607266 0.00312549 0.00834718 0.015674 0.00106979 0.00946851 -0.00674711 -0.00373018 -0.000829616 -0.00032516 -0.000236193 -0.00345299 0.00980564 0.000321098 0.00158659 -0.00146406 -0.00402731 -0.0121061 internal_weight=324021 6323.31 682.72 92.0001 28.0438 63.9563 590.72 5640.59 528.752 518.775 422.53 96.2454 5111.83 287.379 163.13 81.2891 81.8408 39.4521 42.3887 124.249 4824.46 3827.17 3811.65 562.838 41.142 3248.81 1901.12 1347.7 883.575 154.029 internal_count=1410810 30749 3030 532 159 373 2498 27719 3722 3676 3024 652 23997 1602 873 397 476 231 245 729 22395 17611 17534 2718 169 14816 8611 6205 4269 883 is_linear=0 shrinkage=0.03 Tree=594 num_leaves=31 num_cat=0 split_feature=2 3 2 3 3 1 0 1 1 0 3 0 2 2 2 3 0 2 1 1 2 2 0 0 1 1 2 2 0 1 split_gain=2.0972 11.4483 11.9718 31.666 15.6212 17.7572 11.9337 17.2948 16.6225 12.1059 18.8126 19.2631 16.9752 15.7643 13.9371 18.6841 13.3198 16.9998 14.3512 16.7107 31.186 17.743 14.1246 14.8309 16.1767 12.706 12.5718 22.9022 54.2872 12.1341 threshold=441.73387145996099 7.0125000476837167 342.58499145507818 8.545499801635744 9.5555000305175799 -1.4999999999999998 73.500000000000014 1.5000000000000002 -4.4999999999999991 21.500000000000004 2.3904999494552617 31.500000000000004 397.09068298339849 353.37509155273443 377.98133850097662 2.6375000476837163 47.500000000000007 145.16793060302737 2.5000000000000004 1.0000000180025095e-35 317.97758483886724 164.66607666015628 43.500000000000007 37.500000000000007 -5.4999999999999991 1.0000000180025095e-35 257.52690124511724 303.00918579101568 44.500000000000007 -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 6 3 -3 5 -4 9 8 -8 13 11 12 -11 -1 15 -12 17 -13 19 20 21 -19 23 24 -23 -17 -24 -28 -29 -25 right_child=-2 2 4 -5 -6 -7 7 -9 -10 10 14 16 -14 -15 -16 25 -18 18 -20 -21 -22 22 26 29 -26 -27 27 28 -30 -31 leaf_value=0.00070621911381447055 3.9658132429181891e-05 -0.019205583131857062 0.027317823366587005 0.012969237198958731 -0.021425087725131228 -0.0078346458720923839 -0.019973394198707386 -0.0061776483661431722 0.0051370121578918886 0.0014869778703572967 -0.0021756814828094691 0.0020552409172344779 0.0084620469747162617 0.0073416465271648667 -0.0029016705831117662 0.0034840381390951487 0.00037786082437801197 -0.0045425659536507028 -0.0031147487227152241 0.00058487321159548026 -0.0054288921128287275 -0.0074269795212584706 0.00081359039329227971 0.0089603389661627973 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0.00295746 0.00449324 -0.000182778 -0.000259062 -2.57286e-05 0.00236259 0.00221865 -0.00151787 -0.000512287 -0.000174999 -0.000648749 -0.00087831 -0.000624108 -0.00123389 -0.000740508 -0.000394364 -0.000931115 0.00042361 0.00142417 0.00173521 0.00721894 -0.00484513 -0.00204036 internal_weight=324016 60916 331.316 121.383 209.933 138.307 60584.7 1109.47 949.796 59475.2 57644.1 48630 2860.59 1831.13 9014.11 5220.49 45769.4 24648.2 22719.4 20400.6 13560.8 12133.7 11121.2 8882.43 3998.74 2412.25 2238.78 322.122 98.3725 4883.69 internal_count=1410810 260354 1661 668 993 642 258693 4844 4061 253849 245452 207294 12016 8397 38158 22176 195278 104737 96445 84192 55046 49255 45153 36009 16173 10313 9144 1304 400 19836 is_linear=0 shrinkage=0.03 Tree=595 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 0 2 3 2 3 0 3 0 3 0 2 2 3 1 3 1 0 3 0 0 0 3 2 0 0 split_gain=2.96044 12.0119 11.9974 24.6451 10.6369 10.2098 9.67661 14.0311 17.7537 21.9501 17.0706 16.9842 15.9267 15.8349 9.56839 8.98663 19.7959 18.3254 12.2238 11.2921 8.60534 8.36596 8.33941 8.29253 10.2319 7.83268 10.3654 23.1772 32.8791 89.8475 threshold=225.0559997558594 219.22713470458987 55.500000000000007 54.500000000000007 35.500000000000007 34.500000000000007 238.39634704589847 1.2994999885559084 234.37448883056643 1.5979999899864199 52.500000000000007 1.469500005245209 34.500000000000007 1.7404999732971194 69.500000000000014 216.45584106445315 210.83787536621097 1.247500002384186 1.0000000180025095e-35 1.469500005245209 1.0000000180025095e-35 60.500000000000007 1.5979999899864199 33.500000000000007 28.500000000000004 41.500000000000007 1.1980000138282778 192.35161590576175 43.500000000000007 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 15 3 4 5 23 7 10 9 11 -2 -9 -10 -14 -4 16 25 -18 -17 -19 -6 -20 -21 24 -3 -1 -27 -28 29 -29 right_child=6 2 14 -5 20 -7 -8 8 12 -11 -12 -13 13 -15 -16 18 17 19 21 22 -22 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.00086957265636072444 0.0014929822088911703 -0.002014938304019308 -0.010314371060032669 0.023400827178281961 -0.0067308914123978148 0.032744694830657624 -5.0260278727929141e-05 -0.0022125220559579078 0.033634083954558407 0.00074270993860572616 0.013038884663249116 -0.014794968605583238 0.003827859957318421 -0.025465413597846161 0.017528874011083977 -0.00048214405706201966 0.0013795741277789818 -0.015762799167964262 0.0077879159384544655 -0.0038787377494147301 9.5714597511705314e-06 -0.0011162779535879577 -0.01371564894395628 -0.017166954363867625 0.023456038795048425 0.00017049321578037921 -0.0004367287683935769 -0.0039205446707892009 -0.0014493366001970989 -0.032412579452958869 leaf_weight=5129.5906079411507 273.18553002178669 36.061520591378212 248.19079940021038 33.826358288526535 415.49138027429581 12.102255344390867 291612.21761452861 242.75734359025955 15.877757355570791 1377.2620448619127 199.34688028693199 160.31126745045185 1052.6732499152422 16.874369069933891 11.628609061241148 624.7925636023283 324.16966767609119 117.21786500513554 406.85134449601173 464.87756285816431 289.0531043112278 123.88254219293594 93.097166404128075 14.679547592997549 23.407500654459 11390.0663420856 7589.4053166806698 466.84397159516811 1272.7341486811638 126.6281101629138 leaf_count=22303 1133 155 1073 140 1684 50 1271483 1018 69 5828 823 674 4414 72 50 2557 1385 543 1742 2017 1294 566 406 62 99 48866 32679 2028 5551 604 internal_value=-6.04077e-05 -0.000348473 -0.00344668 -0.00167547 -0.00274811 0.00719607 -3.18751e-05 0.00157414 0.000784368 -0.00105935 0.00636384 -0.0072169 0.00380847 0.0033657 -0.0090682 -0.000229034 -0.000340015 -0.00448335 0.00236169 -0.00729823 -0.00396549 0.00570952 -0.00552001 0.00302612 0.00801065 -0.000180606 -0.000439028 -0.00117325 -0.00416848 -0.00999984 internal_weight=324165 29214.6 1084.44 824.622 790.795 86.2508 294951 3338.29 2865.76 1780.33 472.532 403.069 1085.43 1069.55 259.819 28130.2 26974.6 999.362 1155.53 675.193 704.544 530.734 557.975 74.1486 59.469 25975.3 20845.7 9455.61 1866.21 593.472 internal_count=1411368 125854 4607 3484 3344 366 1285514 14031 12075 7520 1956 1692 4555 4486 1123 121247 116382 4351 4865 2966 2978 2308 2423 316 254 112031 89728 40862 8183 2632 is_linear=0 shrinkage=0.03 Tree=596 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 3 2 3 2 3 0 3 0 3 0 2 2 3 0 0 1 3 1 3 0 0 3 2 1 2 split_gain=2.78618 11.3068 11.3162 23.2396 10.0073 9.59206 9.10512 13.2101 16.7025 20.6661 16.0903 16.0222 15.0036 14.9347 9.00823 8.45191 18.646 17.2756 11.5958 11.888 11.5907 10.7055 8.09463 7.87719 7.80981 9.61923 7.48295 15.5441 8.65726 14.1568 threshold=225.0559997558594 219.22713470458987 55.500000000000007 54.500000000000007 35.500000000000007 1.8989999890327456 238.39634704589847 1.2994999885559084 234.37448883056643 1.5979999899864199 52.500000000000007 1.469500005245209 34.500000000000007 1.7404999732971194 69.500000000000014 216.45584106445315 210.83787536621097 1.247500002384186 60.500000000000007 55.500000000000007 1.0000000180025095e-35 1.469500005245209 1.0000000180025095e-35 1.5979999899864199 33.500000000000007 28.500000000000004 5.4584999084472665 188.87422180175784 1.0000000180025095e-35 87.134357452392592 decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 7 10 9 11 -2 -9 -10 -14 -4 16 26 -18 19 20 -17 -19 -6 -23 25 -7 -1 28 -28 -30 right_child=6 2 14 -5 22 24 -8 8 12 -11 -12 -13 13 -15 -16 18 17 21 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.00014362438296866895 0.001448144827506372 0.031728627519105185 -0.010020786405389226 0.022758240369473132 -0.0065278770939135328 -0.0019546706296706051 -4.8752408100156333e-05 -0.0021461560929763161 0.032655823028543307 0.00072038261282053899 0.012660854624661133 -0.014372494982463914 0.0037122869990816815 -0.024779924852671536 0.016975610801577296 0.00036578050513513723 0.0013381096715004547 -0.015348579234078966 -0.0034336754018993139 0.031774530668276249 0.0072397111203500912 -0.0037645943418367503 9.2847627263787983e-06 -0.013334362221818967 -0.01668207644784811 0.022737592582176964 0.011207587838032298 -0.03346437972571787 -0.025317594563590978 0.0052270697479998166 leaf_weight=25874.366463817656 273.19437403976917 12.114908665418623 247.80425924062729 33.739333838224411 415.55953159928322 36.0582524985075 291612.66489573615 242.75629486143589 15.863010585308073 1377.3476744443178 199.14314848184586 160.07643270492554 1052.8790796101093 16.821730688214302 11.64708638191223 493.03153905272484 324.18802869319916 116.77662090212107 249.77504548430443 13.532235383987425 399.791828379035 464.60770700126886 289.05385249853134 92.889627009630203 14.653432384133337 23.422455430030823 26.736155159771442 18.178960829973221 26.579520359635353 28.087961576879025 leaf_count=111399 1133 50 1073 140 1684 155 1271483 1018 69 5828 823 674 4414 72 50 2026 1385 543 1073 55 1711 2017 1294 406 62 99 223 93 188 128 internal_value=-5.85983e-05 -0.000338067 -0.00334452 -0.00162522 -0.00266546 0.00698011 -3.0919e-05 0.001527 0.000760813 -0.00102769 0.00617556 -0.00700462 0.00369372 0.00326423 -0.00880889 -0.000222201 -0.000329865 -0.00435293 0.00228958 0.0038668 0.00344382 -0.00708916 -0.00384613 -0.0053591 0.00293574 0.00776871 -0.000175214 -0.00838311 -0.00278199 -0.00962385 internal_weight=324163 29212.6 1084.05 824.602 790.862 86.249 294951 3338.08 2865.74 1780.18 472.338 402.833 1085.56 1069.7 259.451 28128.5 26972.4 998.462 1156.13 906.356 892.823 674.274 704.613 557.497 74.1341 59.4807 25973.9 99.5826 81.4036 54.6675 internal_count=1411368 125854 4607 3484 3344 366 1285514 14031 12075 7520 1956 1692 4555 4486 1123 121247 116382 4351 4865 3792 3737 2966 2978 2423 316 254 112031 632 539 316 is_linear=0 shrinkage=0.03 Tree=597 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 3 2 3 2 3 0 3 0 3 0 2 2 3 0 0 3 1 1 1 3 0 3 2 0 0 split_gain=2.62205 10.6435 10.6734 21.9176 9.41575 9.0176 8.56751 12.4375 15.714 19.4578 15.1674 15.1162 14.141 14.0878 8.48135 7.9502 17.5629 16.2858 10.906 11.4312 10.1491 9.4904 8.29984 7.61455 7.44081 7.42163 9.75332 21.827 31.0376 85.4677 threshold=225.0559997558594 219.22713470458987 55.500000000000007 54.500000000000007 35.500000000000007 1.8989999890327456 238.39634704589847 1.2994999885559084 234.37448883056643 1.5979999899864199 52.500000000000007 1.469500005245209 34.500000000000007 1.7404999732971194 69.500000000000014 216.45584106445315 210.83787536621097 1.247500002384186 60.500000000000007 54.500000000000007 1.469500005245209 1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 1.5979999899864199 41.500000000000007 1.1980000138282778 192.35161590576175 43.500000000000007 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 15 3 4 5 -3 7 10 9 11 -2 -9 -10 -14 -4 16 25 -18 19 21 -19 22 -17 -6 -22 -1 -27 -28 29 -29 right_child=6 2 14 -5 23 -7 -8 8 12 -11 -12 -13 13 -15 -16 18 17 20 -20 -21 24 -23 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.00085234046127897524 0.0014046577726761086 0.030759762088493372 -0.0097355460963853366 0.022137210088229151 -0.0063311519501007101 0.0028483417729463882 -4.7289724157466841e-05 -0.0020817845329359698 0.03171859723810546 0.00069872938760723779 0.012294358080013596 -0.013962830751405451 0.0036002476767403807 -0.024117353469366942 0.016442686385428243 0.0050122068391171767 0.0012978948510417973 -0.014945178770441167 -0.0033326177256075597 0.012344704813678302 -0.0036537700070481075 0.0062534615166889625 -0.0034645469789458569 9.0059631474629459e-06 -0.012963832845790011 0.00016968680765409148 -0.00041928052286225979 -0.003800026779902892 -0.0014010265131759955 -0.031670094932905221 leaf_weight=5128.9901123270392 273.20268735289574 12.121490180492399 247.41862827539444 33.646680444478989 415.61694130301476 74.113013580441475 291613.09810363513 242.75477509200573 15.842087641358374 1377.4304111450911 198.93050162494183 159.83354307711124 1053.0722064524889 16.766199722886086 11.663584202527998 162.46679665148258 324.20558562874794 116.33752985298634 249.63097216188908 120.69765219092369 464.34310181438923 335.0608951151371 288.6606465280056 289.05457279086113 92.681433722376823 11390.089798815548 7588.9999341517687 466.67378795146942 1272.421513363719 125.70579817146063 leaf_count=22303 1133 50 1073 140 1684 316 1271483 1018 69 5828 823 674 4414 72 50 684 1385 543 1073 499 2017 1446 1163 1294 406 48866 32679 2028 5551 604 internal_value=-5.68422e-05 -0.000327965 -0.00324547 -0.00157653 -0.00258536 0.00677169 -2.99915e-05 0.00148129 0.000737974 -0.000996979 0.00599297 -0.00679874 0.0035825 0.00316587 -0.00855703 -0.000215563 -0.000320007 -0.00422629 0.0022201 0.00374855 -0.00688603 0.00242884 -0.000411771 -0.00373043 -0.00520284 -0.000169974 -0.000421531 -0.00113384 -0.00404182 -0.00971419 internal_weight=324162 29210.6 1083.63 824.553 790.906 86.2345 294951 3337.83 2865.7 1780.02 472.133 402.588 1085.68 1069.84 259.082 28127 26970.4 997.568 1156.52 906.886 673.362 786.188 451.127 704.672 557.025 25972.9 20843.9 9453.8 1864.8 592.38 internal_count=1411368 125854 4607 3484 3344 366 1285514 14031 12075 7520 1956 1692 4555 4486 1123 121247 116382 4351 4865 3792 2966 3293 1847 2978 2423 112031 89728 40862 8183 2632 is_linear=0 shrinkage=0.03 Tree=598 num_leaves=31 num_cat=0 split_feature=2 3 2 3 0 1 2 3 2 2 1 1 2 2 2 1 2 0 2 2 0 2 3 1 0 1 0 0 0 0 split_gain=2.52807 5.60192 14.0838 25.9356 8.03308 18.4088 8.52112 6.01399 5.7484 9.72127 5.59586 10.2461 5.25534 7.27735 5.63328 5.22175 5.14749 4.06297 11.8144 10.2827 34.9958 20.6578 14.6873 15.7082 14.3739 13.1677 12.1817 10.7913 17.0471 9.09105 threshold=177.51823425292972 1.2994999885559084 174.82500457763675 2.9229999780654912 54.500000000000007 1.0000000180025095e-35 174.82500457763675 1.469500005245209 145.16793060302737 112.57336044311525 3.5000000000000004 1.5000000000000002 170.15808868408206 112.57336044311525 164.66607666015628 13.500000000000002 65.889682769775405 35.500000000000007 170.15808868408206 157.11404418945315 39.500000000000007 112.57336044311525 1.7404999732971194 1.0000000180025095e-35 42.500000000000007 1.0000000180025095e-35 66.500000000000014 68.500000000000014 70.500000000000014 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 4 15 7 -1 8 10 -4 9 16 11 12 13 -7 -15 17 -6 18 -3 21 -21 -19 23 -23 -22 27 -27 -24 -29 -25 right_child=-2 2 3 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 19 -20 20 24 22 25 29 -26 26 -28 28 -30 -31 leaf_value=-0.00049000667081032555 -3.6160938769380008e-05 -0.0016732740998590193 0.050406132764976019 -0.0036026573714406382 0.01577901757226749 0.0029281466207560117 -0.011885196569225811 0.023436315907259985 0.0021851335492618844 -0.025637090719798659 0.0046915199559887715 -0.01304881556432169 0.0025336996091555714 -0.021478727429899338 -0.0063701377540421661 0.01373179539096221 -0.0047028042189499941 -0.00014962209206525361 0.0071553756457457497 0.017045019545407634 -0.022080712578757565 0.0041496867012068405 0.015981223496778309 0.027280080747506361 -0.005034925129457829 -0.02096469140689243 0.00045393031090286081 -0.016533042488144446 0.010685105486702774 0.010570297107232979 leaf_weight=10327.570690982044 308336.59067712422 1570.7687790095806 12.398313149809839 34.439399600028992 13.27294962108135 63.34354005753994 185.14790814369917 18.611971661448479 489.52764073014259 18.098993346095085 54.931440316140652 117.28887562453747 112.60941542685032 27.547518327832222 114.63843354582787 25.857321031391621 65.741724282503128 1522.9092293605208 149.38997015357018 55.692324884235859 59.988337688148022 108.0864076167345 90.534416347742081 66.785940870642662 172.69620538502932 27.737640470266342 172.66094776988029 31.437739998102188 60.688750341534615 52.211802870035172 leaf_count=44495 1342828 6973 52 154 60 274 829 78 1990 74 316 533 480 123 495 131 266 6681 653 232 255 459 382 273 762 120 798 127 247 228 internal_value=-5.51395e-05 -0.000424976 0.00050907 0.0143175 -0.000766117 -0.00302539 -0.00640177 0.0342192 0.000862437 -0.00580497 -0.00433135 -0.00546964 -0.00267541 -0.00552947 -0.00929732 0.000292209 -0.00126225 0.000208301 -0.000906536 0.00100027 -0.00431665 0.00171909 0.00638336 0.0124286 -0.00942949 0.00279962 -0.00251067 0.00862557 0.00139704 0.0199484 internal_weight=324159 15822.6 4232.9 65.4497 11589.7 1262.15 675.507 31.0103 586.641 97.1137 490.359 435.428 318.139 205.529 142.186 4167.45 79.0147 4141.59 1720.16 2421.43 288.377 2133.05 610.144 227.084 232.685 383.059 200.399 182.661 92.1265 118.998 internal_count=1411368 68540 18605 284 49935 5440 3050 130 2390 400 2221 1905 1372 892 618 18321 326 18190 7626 10564 1249 9315 2634 960 1017 1674 918 756 374 501 is_linear=0 shrinkage=0.03 Tree=599 num_leaves=31 num_cat=0 split_feature=2 1 3 2 3 0 1 2 3 2 2 1 1 2 2 2 1 2 0 2 2 0 2 3 1 0 1 0 0 0 split_gain=2.37948 5.34693 5.19458 13.2799 24.3179 7.83147 16.808 8.07501 5.58741 5.46289 9.91688 5.27431 9.7129 4.9537 6.87192 5.3682 4.90691 4.86136 3.96884 11.257 9.53173 33.8456 19.245 13.734 14.8324 13.5021 12.3565 11.5325 10.1544 16.0369 threshold=177.51823425292972 -18.499999999999996 1.2994999885559084 174.82500457763675 2.9229999780654912 54.500000000000007 1.0000000180025095e-35 174.82500457763675 1.469500005245209 145.16793060302737 112.57336044311525 3.5000000000000004 1.5000000000000002 170.15808868408206 112.57336044311525 164.66607666015628 13.500000000000002 65.889682769775405 35.500000000000007 170.15808868408206 157.11404418945315 39.500000000000007 112.57336044311525 1.7404999732971194 1.0000000180025095e-35 42.500000000000007 1.0000000180025095e-35 66.500000000000014 68.500000000000014 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=1 -1 5 16 8 -3 9 11 -5 10 17 12 13 14 -8 -16 18 -7 19 -4 22 -22 -20 24 -24 -23 28 -28 -25 -30 right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 25 23 26 -26 -27 27 -29 29 -31 leaf_value=0.015263976352975658 -3.5076073304992509e-05 -0.00048778874217669007 -0.0016761509116470751 0.048654697885831349 -0.0034934552972181909 0.015387818228541288 0.0028380973555268765 -0.011572262138587457 0.022703305611747469 0.0020186696469571982 -0.026013215761534488 0.0045394389763373164 -0.012715318884759628 0.0024561267492717964 -0.020982954236159073 -0.0061899466047789951 0.013253070343543066 -0.0045595770666656535 -0.0001502474688656999 0.0069443162970371083 0.016922988984967774 -0.021465624488678437 0.0038628991559576981 0.015523162135438341 0.01929537341407268 -0.0049276982279310173 -0.020448516067144647 0.00044024385509167378 -0.016017870502857016 0.010376364837320835 leaf_weight=19.557915568351746 308336.86934090522 10315.582441337407 1568.3869329541922 12.45831184089184 34.450286313891411 13.203142315149305 63.392006829380989 184.46057672053576 18.63611501455307 488.04956050217152 17.798574313521385 55.066513285040855 116.76225021481514 112.67999814450741 27.355383649468422 114.4393754452467 25.985596999526024 65.772136583924294 1521.859280616045 149.31366375088692 55.309703156352043 59.8580382168293 105.70024883747101 90.056101471185684 119.3293893635273 172.3882324770093 27.586981683969498 172.68747472018003 31.474799573421478 60.620706751942635 leaf_count=134 1342828 44418 6954 52 154 60 274 829 78 1981 72 316 533 480 123 495 131 266 6673 653 229 255 445 381 501 761 120 798 127 247 internal_value=-5.34871e-05 -0.000412319 -0.000431723 0.000468482 0.013867 -0.000760406 -0.00299412 -0.00622263 0.033101 0.000727548 -0.00578383 -0.00420751 -0.00531573 -0.00259763 -0.00537295 -0.00904385 0.000257404 -0.00122476 0.000175727 -0.000926804 0.00095931 -0.0041674 0.00165165 0.00616596 0.0120465 -0.0091901 0.0027057 -0.0024371 0.00836017 0.0013558 internal_weight=324157 15820.2 15800.7 4226.1 65.5447 11574.6 1258.98 674.156 31.0944 584.823 96.7739 489.696 434.629 317.867 205.187 141.795 4160.56 78.9753 4134.57 1717.7 2416.87 287.556 2129.31 607.456 225.03 232.246 382.426 200.274 182.152 92.0955 internal_count=1411368 68540 68406 18559 284 49847 5429 3050 130 2379 398 2221 1905 1372 892 618 18275 326 18144 7607 10537 1245 9292 2619 946 1016 1673 918 755 374 is_linear=0 shrinkage=0.03 Tree=600 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 3 0 1 2 0 1 0 2 1 0 2 1 2 0 1 1 3 0 3 0 2 2 0 0 0 split_gain=4.36759 15.4315 14.9587 17.5502 15.0221 13.1341 46.8899 25.4419 18.6963 14.3357 14.1263 12.0015 20.9586 12.466 11.5894 21.6872 13.1882 13.7285 20.1859 10.7528 10.4386 10.0988 19.9606 10.0571 9.97957 22.8093 12.7314 40.5898 21.8188 21.3761 threshold=288.74774169921881 263.91864013671881 2.7749999761581425 32.500000000000007 3.5000000000000004 1.5979999899864199 54.500000000000007 1.0000000180025095e-35 269.47608947753912 52.500000000000007 1.0000000180025095e-35 59.500000000000007 161.9395446777344 -8.4999999999999982 63.500000000000007 202.77236938476565 4.5000000000000009 207.81653594970706 60.500000000000007 1.5000000000000002 1.0000000180025095e-35 1.9854999780654909 35.500000000000007 3.653500080108643 18.500000000000004 184.69928741455081 257.52690124511724 56.500000000000007 49.500000000000007 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 11 3 -3 23 6 9 -8 10 -5 -7 24 -13 -14 15 -15 17 18 19 20 -17 22 -10 -4 25 -1 -26 28 29 -28 right_child=-2 2 4 5 -6 8 7 -9 21 -11 -12 12 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.0037536105049337321 -5.9334665402282095e-06 -0.012403673675464102 0.014310888980866542 -0.0032040068176594429 0.029566431572007099 -0.0036823075089353714 -0.00087872827473928217 0.014146870098145909 0.0031836607638392866 -0.026067368235467975 -0.013203967894877541 0.0020005043833877258 -0.025924383823922634 -0.019375684526322382 -0.00050160061837120368 0.0027062408988321666 0.007666266950114217 -0.0054204025076265219 -0.030240539182022637 -0.012925861148494528 0.020162046092099036 -0.0040095479144722649 -0.0057337245357417911 0.00033728977035234675 -5.690137753970128e-06 -0.01491134669638867 0.0019540294489483138 0.028258592465018047 -0.018232250727498078 0.024034744597567319 leaf_weight=111.66458835452795 282600.69359464571 156.91720576584339 52.948479562997818 756.46077542006969 18.677668169140816 295.29243203997612 164.39596250653267 264.76077395677567 660.40095056593418 25.514601469039917 267.05344195663929 980.59393165260553 21.400182977318764 83.98958982527256 1063.1833883449435 68.479323029518127 86.398588880896568 1294.2591094374657 14.183760702610014 20.409894794225693 56.083607345819473 1121.0749110728502 343.37638464570045 372.25239711254835 32257.175935633481 124.76125802099705 703.60757845640182 56.612506181001663 45.385656893253326 41.803198665380478 leaf_count=698 1233192 661 223 3440 84 1188 681 1106 2764 108 1201 4345 100 362 4614 276 503 5462 61 95 242 4737 1490 1665 137965 579 2950 232 198 172 internal_value=-4.8149e-05 -0.000335421 -0.00199448 -0.00256678 0.00323406 -0.00217082 0.00042297 0.00839105 -0.00333986 -0.00395 -0.00820407 -0.000133846 -0.00175752 -0.00311814 -0.00293651 -0.00453076 -0.00372104 -0.00439796 0.00391653 0.00725837 0.0105656 -0.00205254 0.000133164 0.00207736 4.58038e-05 -0.00609584 8.96661e-05 0.00371946 0.00196273 0.00319233 internal_weight=324130 41529.1 4499.13 4055.25 443.879 3898.33 1211.13 429.157 2687.2 781.975 562.346 37030 3688.98 2708.39 2686.99 1623.8 1539.81 1453.42 159.157 144.973 124.563 2124.85 1003.78 425.201 33341 236.426 33104.6 847.409 790.796 745.411 internal_count=1411394 178202 19348 17376 1972 16715 5335 1787 11380 3548 2389 158854 16060 11715 11615 7001 6639 6136 674 613 518 8991 4254 1888 142794 1277 141517 3552 3320 3122 is_linear=0 shrinkage=0.03 Tree=601 num_leaves=31 num_cat=0 split_feature=2 2 3 0 1 3 0 1 2 0 1 0 2 1 0 2 1 2 0 1 1 2 3 0 1 1 3 0 2 2 split_gain=4.11027 14.5273 14.078 16.5376 13.9784 12.3692 44.082 23.8632 17.6513 13.5266 13.4201 11.2952 19.7258 11.5874 10.9158 20.5057 12.3969 12.9263 19.0668 10.1114 9.72665 9.63925 9.50654 18.7891 9.89355 11.0839 9.46798 9.39445 21.4863 11.9804 threshold=288.74774169921881 263.91864013671881 2.7749999761581425 32.500000000000007 3.5000000000000004 1.5979999899864199 54.500000000000007 1.0000000180025095e-35 269.47608947753912 52.500000000000007 1.0000000180025095e-35 59.500000000000007 161.9395446777344 -8.4999999999999982 63.500000000000007 202.77236938476565 4.5000000000000009 207.81653594970706 60.500000000000007 1.5000000000000002 1.0000000180025095e-35 317.97758483886724 1.9854999780654909 35.500000000000007 1.0000000180025095e-35 3.5000000000000004 3.653500080108643 18.500000000000004 184.69928741455081 257.52690124511724 decision_type=2 2 2 2 2 2 2 2 2 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 26 6 9 -8 10 -5 -7 27 -13 -14 15 -15 17 18 19 20 -17 -2 23 -10 -25 -26 -4 28 -1 -29 right_child=21 2 4 5 -6 8 7 -9 22 -11 -12 12 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 29 -30 -31 leaf_value=0.0036405401842444485 0.0013638262100548891 -0.012045298270062234 0.013888176259019844 -0.0031094775899118488 0.02841789270414885 -0.0035712734058935976 -0.00085226196490755077 0.013693298668271911 0.0030875645594312258 -0.02534228284491814 -0.012861582436862 0.0019401964772123974 -0.024910864905235981 -0.018857038435406228 -0.00048659302795735389 0.002625405089696658 0.0074052778622808674 -0.005262179529363243 -0.029510648295321608 -0.012599784499388375 0.019451152153560209 -2.8169726246757415e-05 -0.0038907465552446975 -0.011003306255216417 0.0028014818328692664 -0.015981273166816048 0.00032718187992303272 -5.5193075097147483e-06 -0.014478703732346559 0.0036083213101749333 leaf_weight=111.67855057865381 4550.5094899684191 156.74096421897411 52.923635110259056 756.07954214513302 18.84691222012043 295.33852727711201 164.4158648699522 265.31601531803608 660.52434454858303 25.458131268620491 265.95461991429329 980.7397016659379 21.599616840481758 83.714861914515495 1063.0962920114398 68.470296561717987 86.754747942090034 1293.1961519420147 14.099809631705282 20.311462789773941 56.384628564119339 278050.24021127098 1120.6535838097334 160.39382240176201 147.7472325861454 34.967965006828308 372.2406072691083 32257.163553051651 124.6365160793066 847.29691818356514 leaf_count=698 19276 661 223 3440 84 1188 681 1106 2764 108 1201 4345 100 362 4614 276 503 5462 61 95 242 1213916 4737 653 642 195 1665 137965 579 3552 internal_value=-4.67075e-05 -0.000325397 -0.00193542 -0.00249091 0.00313594 -0.00210661 0.000410104 0.00812815 -0.00324171 -0.0038337 -0.00797325 -0.000129843 -0.00170516 -0.00302555 -0.00284956 -0.00439742 -0.00361099 -0.00426898 0.00379549 0.00703047 0.0102239 -5.75545e-06 -0.00199152 0.000129159 -0.00556611 -0.000793155 0.00201523 4.44284e-05 -0.00591585 8.69757e-05 internal_weight=324127 41526.7 4497.6 4053.59 444.011 3896.85 1211.27 429.732 2685.58 781.538 561.293 37029.1 3688.37 2707.63 2686.03 1622.93 1539.22 1452.46 159.266 145.166 124.855 282601 2124.29 1003.63 343.109 182.715 425.164 33340.8 236.315 33104.5 internal_count=1411394 178202 19348 17376 1972 16715 5335 1787 11380 3548 2389 158854 16060 11715 11615 7001 6639 6136 674 613 518 1233192 8991 4254 1490 837 1888 142794 1277 141517 is_linear=0 shrinkage=0.03 Tree=602 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 1 3 2 3 0 2 1 1 0 1 1 0 0 1 2 2 0 0 0 0 2 0 1 1 1 split_gain=3.9039 18.5483 18.6101 42.3778 18.341 16.1053 10.6732 30.2094 23.1357 10.9554 12.3666 12.041 16.3586 13.2459 10.4785 13.972 9.84678 9.5081 17.2308 13.1172 10.6623 17.3924 10.9594 10.8581 9.23111 18.2647 31.9158 16.4343 16.367 15.8241 threshold=282.77769470214849 263.91864013671881 54.500000000000007 63.500000000000007 1.5000000000000002 1.0000000180025095e-35 1.247500002384186 184.69928741455081 1.0205000042915346 37.500000000000007 170.15808868408206 1.0000000180025095e-35 4.5000000000000009 36.500000000000007 1.0000000180025095e-35 -7.4999999999999991 52.500000000000007 51.500000000000007 1.0000000180025095e-35 277.04620361328131 269.47608947753912 26.500000000000004 33.500000000000007 29.500000000000004 59.500000000000007 234.37448883056643 39.500000000000007 2.5000000000000004 1.0000000180025095e-35 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 6 16 5 -5 -4 7 -1 -9 11 -11 -8 13 -13 15 -10 17 19 -19 20 21 -3 23 -22 25 27 -27 -12 -28 -30 right_child=-2 2 3 4 -6 -7 9 8 14 10 24 12 -14 -15 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-0.00024850368612627951 -5.9976547437760525e-06 0.0041155338234965108 0.00069225217946028352 -0.0019778849925813215 -0.016858816265432643 0.012743850080017115 0.0016940347512429666 -0.010525889338795502 0.01177093841549166 0.0010636511928324404 -0.00093903671540315314 -0.0025137890478274987 0.0062014639973011496 0.0036656350120349581 0.0050357788166780241 0.00079632588144443032 -0.025689531348429166 0.029533441837201007 -0.016447184862249008 -0.0070444851733560028 0.0063747593243038969 -0.0069099416503641013 0.0012859619820464021 -0.014360773731726338 -0.0028775081479341068 -0.0095185351772549207 0.00052416496523489682 -0.0048980033600006384 0.0082716132256544159 -0.022463405864717498 leaf_weight=10941.325400330126 283682.96685854497 159.6801315844059 160.95110829174519 377.50364728271961 92.883536234498024 262.66265681385994 3533.2358438298106 110.05653849244118 112.88895428925753 2365.849591344595 8875.7945437282324 2229.9741437062621 263.15660813450813 363.01823048293591 1752.141139484942 1389.2960672527552 18.287236079573631 20.089409366250042 11.553293608129023 772.90279231965542 31.304397985339165 665.16144335269928 758.60083462297916 82.962366968393326 2645.0099773257971 178.87179179489613 597.9925734102726 1055.9645868614316 598.48313693702221 15.465898707509039 leaf_count=47173 1237880 692 667 1577 483 1096 14836 467 624 10339 36790 9709 1370 1533 7352 5679 78 85 57 3357 139 2828 3252 349 11440 737 2494 5728 2486 97 internal_value=-4.53091e-05 -0.000321054 -0.00243675 0.00128209 -0.0049163 0.00816487 -0.000125958 0.000515957 0.00300206 -0.000530092 -0.00094209 0.000523116 -0.000925385 -0.00164867 0.00345956 0.00162107 -0.00375577 -0.00359547 0.0127451 -0.00380476 -0.00232983 -0.00477553 -1.86901e-05 -0.00868009 -0.00128183 -0.000909066 0.00231077 -0.00135996 0.00405667 0.00749737 internal_weight=324126 40443.1 3414.54 894.001 470.387 423.614 37028.5 14305.7 3364.38 22722.8 16333.4 6389.38 2856.15 2592.99 3254.33 1502.19 2520.54 2502.25 31.6427 2470.61 1697.71 824.842 872.868 114.267 13967.6 11322.6 1390.81 9931.76 1211.94 613.949 internal_count=1411394 173514 14660 3823 2060 1763 158854 61295 14122 97559 70111 27448 12612 11242 13655 6303 10837 10759 142 10617 7260 3520 3740 488 59772 48332 5814 42518 5077 2583 is_linear=0 shrinkage=0.03 Tree=603 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 1 3 2 0 2 2 0 0 0 1 0 2 1 2 0 2 2 0 0 0 1 0 0 0 1 split_gain=3.67443 17.4641 17.5192 39.8618 17.456 15.104 10.0499 15.6979 9.77627 18.4442 11.0757 37.8112 20.9029 14.231 11.3382 11.0122 19.2704 12.0833 11.8574 17.6291 9.76049 17.1504 17.1425 16.5534 16.8967 11.636 9.38972 22.4334 9.2968 9.09361 threshold=282.77769470214849 263.91864013671881 54.500000000000007 63.500000000000007 1.5000000000000002 1.0000000180025095e-35 4.4095001220703134 184.69928741455081 59.500000000000007 161.9395446777344 257.52690124511724 56.500000000000007 35.500000000000007 34.500000000000007 1.5000000000000002 63.500000000000007 202.77236938476565 4.5000000000000009 207.81653594970706 60.500000000000007 249.38574218750003 245.54866027832034 45.500000000000007 35.500000000000007 32.500000000000007 -1.4999999999999998 49.500000000000007 43.500000000000007 52.500000000000007 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 6 28 5 -5 -4 8 -8 10 -10 20 12 13 -12 26 16 -11 18 19 29 21 -1 -23 24 -22 -26 27 -14 -3 -18 right_child=-2 2 3 4 -6 -7 7 -9 9 15 11 -13 14 -15 -16 -17 17 -19 -20 -21 23 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-3.5689929229324424e-05 -5.8177734070859707e-06 -0.0034895850862030745 0.00067154888321378629 -0.0019189650501899179 -0.016481891986105363 0.012338811436293447 0.0017000975635564236 -0.012816919950462247 0.0020027091579015856 -0.018383086613750717 -0.0077470038046518145 0.027164620525227178 -0.008568733322732152 0.0076179782539040359 0.0096283885817115278 -0.00043446990159004995 0.0094683001448444774 0.0072517081081075263 -0.0052054952140438513 -0.028737095289382869 0.012484543000391706 0.0026789753616591806 0.015714987133497699 0.00023107536817262118 0.00088250587803223905 -0.012445336801768448 -0.020894928888460087 0.017412405574795866 -0.024986125198970192 -0.01220842985778939 leaf_weight=30367.236027799547 283683.02325468638 2500.8672981485724 160.93592455983162 377.42293329536915 92.168421551585197 263.13895040750504 128.01240294054151 140.74735070765018 966.04324956983328 83.792753785848618 62.238078519701958 56.558584421873093 189.41218781471252 422.78010165691376 44.503416582942009 1051.2172847390175 126.75801832973957 86.964970201253891 1304.8423804491758 14.004215747117994 33.948474705219269 807.22740979492664 102.29237377643585 585.74864281713963 74.505790263414383 282.47737535834312 36.372505709528923 35.519259348511696 18.238729760050774 20.192332163453102 leaf_count=130033 1237880 10759 667 1577 483 1096 783 656 4269 364 264 232 773 1769 212 4557 526 503 5523 61 141 3408 421 2455 304 1203 157 145 78 95 internal_value=-4.39535e-05 -0.000311498 -0.00236499 0.00124378 -0.00477728 0.0079111 -0.000122209 -0.00590235 -7.99433e-05 -0.00155259 8.26137e-05 0.00346822 0.00177349 0.00564633 -0.00436893 -0.00283044 -0.00436945 -0.00361323 -0.00425784 0.00342473 -6.33513e-06 8.58868e-05 0.00414512 -0.00295961 -0.00774034 -0.00966369 -0.00675285 -0.00446601 -0.00364522 0.00648972 internal_weight=324119 40436.2 3412.77 893.666 469.591 424.075 37023.4 268.76 36754.6 3653.82 33100.8 847.384 790.826 485.018 305.807 2687.77 1636.55 1552.76 1465.8 160.955 32253.4 31276.8 909.52 976.68 390.932 356.983 261.304 224.931 2519.11 146.95 internal_count=1411394 173514 14660 3823 2060 1763 158854 1439 157415 15898 141517 3552 3320 2033 1287 11629 7072 6708 6205 682 137965 133862 3829 4103 1648 1507 1075 918 10837 621 is_linear=0 shrinkage=0.03 Tree=604 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 2 2 1 0 2 0 0 0 3 2 3 0 2 1 1 0 1 1 1 2 2 0 2 1 0 split_gain=3.45801 16.4403 16.617 34.0712 16.6117 12.3657 11.9878 13.5049 13.4305 10.0445 16.3849 10.3258 10.2411 9.93412 28.3575 21.4818 10.2661 11.3266 11.2322 15.5464 16.2898 9.84451 13.2631 9.10534 8.94917 8.91532 24.7917 10.3444 15.4119 8.90854 threshold=282.77769470214849 263.91864013671881 51.500000000000007 63.500000000000007 1.5000000000000002 277.04620361328131 277.04620361328131 1.0000000180025095e-35 60.500000000000007 269.47608947753912 26.500000000000004 33.500000000000007 29.500000000000004 1.247500002384186 184.69928741455081 1.0205000042915346 37.500000000000007 170.15808868408206 1.0000000180025095e-35 3.5000000000000004 36.500000000000007 1.0000000180025095e-35 -7.4999999999999991 -3.4999999999999996 225.0559997558594 112.57336044311525 41.500000000000007 87.134357452392592 1.0000000180025095e-35 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 13 5 6 -5 9 7 -4 -9 10 -3 12 -11 14 -1 -16 18 25 23 20 -20 22 -17 -15 -24 27 -27 -18 29 -29 right_child=-2 2 3 4 -6 -7 -8 8 -10 11 -12 -13 -14 16 15 21 17 -19 19 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00023998441533532971 -5.6432100859001179e-06 0.0040968203386977584 -0.0046986774678001225 -0.0018617912142803641 -0.016112273259916401 -0.0067367172506891271 0.013293066842759294 0.013290624707039072 -0.0042379272509113861 0.0062863891566770011 -0.0066058205534444969 0.0013523549369494721 -0.013855149760010984 -0.0032566229033230316 -0.010139657487855107 0.011488112020907043 0.0016162539268866295 -0.0012326817235158178 -0.0027192697998702138 0.0048534362787636433 0.0042905939334492577 0.0048764640364986544 -5.5061776572360115e-05 0.0021157563873213069 0.0078333666321989803 0.016839096597342219 0.0015117287264966933 -0.014120872809149249 -0.0078765427434456924 0.003750577850621242 leaf_weight=10941.022028669715 283683.07806533074 159.67758248746395 118.05889947712421 377.34400562942028 91.465080752968788 771.97736983001232 164.9881187826395 135.6574359536171 55.409439027309418 31.313373036682606 664.38764220476151 758.43711875379086 82.786764517426491 311.37366316467524 109.83564473688602 112.20252919197083 914.91554123908281 13962.550354368985 2139.1116204857826 369.5145899951458 346.71961031854153 1753.3444551378489 1244.6460782289505 3220.9318590909243 144.45497258007526 108.69630578160286 752.43208461999893 28.060083866119385 323.67249827831984 238.22566001117229 leaf_count=47173 1237880 692 489 1577 483 3357 697 555 242 139 2828 3252 349 1405 467 624 3964 59772 9294 1861 1457 7352 5088 13431 591 459 3265 129 1478 1044 internal_value=-4.26376e-05 -0.000302194 -0.00229499 0.00109275 -0.00464207 -0.00358901 0.00676341 0.00327837 0.00820734 -0.00215675 -0.00453199 8.65306e-05 -0.00832755 -0.00011856 0.000500701 0.00290935 -0.000508539 -0.000907428 0.000511128 -0.000888079 -0.00174155 0.00334972 0.00156666 0.00164218 0.000765269 0.001012 0.00344643 -0.000381051 -0.0034785 0.00186736 internal_weight=324116 40433.2 3411.5 942.923 468.809 2468.58 474.114 309.126 191.067 1696.6 824.065 872.537 114.1 37021.7 14305.5 3364.48 22716.2 16328.6 6387.65 2855.35 2485.83 3254.65 1501.3 3532.31 1389.1 2366 861.128 1504.87 589.958 266.286 internal_count=1411394 173514 14660 4043 2060 10617 1983 1286 797 7260 3520 3740 488 158854 61295 14122 97559 70111 27448 12612 10751 13655 6303 14836 5679 10339 3724 6615 2651 1173 is_linear=0 shrinkage=0.03 Tree=605 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 1 2 0 2 1 1 0 0 1 2 2 2 0 2 0 2 2 0 0 0 0 3 0 0 split_gain=3.95093 9.37871 14.9372 13.3147 24.4067 10.748 11.6211 13.3967 21.4837 13.406 8.71976 8.2662 9.54656 7.34448 6.84935 5.5362 12.7326 19.376 42.1817 42.7818 32.2353 24.8382 24.2662 24.6963 34.2991 25.1148 18.2888 17.32 13.748 13.4905 threshold=68.500000000000014 370.10404968261724 308.83364868164068 78.500000000000014 80.500000000000014 79.500000000000014 -4.4999999999999991 207.81653594970706 71.500000000000014 234.37448883056643 -1.4999999999999998 1.0000000180025095e-35 76.500000000000014 79.500000000000014 4.5000000000000009 84498.644531250015 12812.083496093752 5311.5163574218759 75.500000000000014 7113.1401367187509 78.500000000000014 9078.9726562500018 8871.7465820312518 85.500000000000014 81.500000000000014 93.500000000000014 90.500000000000014 9.5555000305175799 91.500000000000014 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=-1 2 5 14 13 6 -2 -8 9 -9 -10 -12 -13 -5 -4 16 17 27 -19 -20 21 -21 23 24 -22 28 -18 -3 -25 -23 right_child=1 15 3 4 -6 -7 7 8 10 -11 11 12 -14 -15 -16 -17 26 18 19 20 22 29 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=3.712301738169558e-05 -0.023548996882084235 -0.00086046898094899464 -0.0058984798842615987 0.01160633009317745 -0.007042219774980386 -0.0076844906750823967 -0.0012401759214396174 0.015343536057119907 -0.0057328486947973252 -0.0057280665499364102 0.024822210530175165 0.017140248031016717 -0.0051104549673377251 0.042656109215971343 -0.019278844668209727 0.0011229219545527936 -0.00083203858743888606 0.0055181371801133793 -0.0057604576611296181 0.0098937183756914581 -0.0021093315020528627 0.0073097957083158201 0.0022035866815619219 0.0097707127492389582 -0.017678829740740119 -0.025782158676493836 -0.0054560069109983143 0.0042488637487299377 0.041923790461492132 -0.030710731648338076 leaf_weight=296000.80754800304 16.465305581688881 11138.082554820925 725.64185339212418 12.261417731642723 43.321945890784264 136.52951993793249 485.82764604687691 34.681269258260727 17.471840560436249 125.52690355479717 63.54883237183094 57.452858939766884 24.864649102091789 15.553131461143494 36.146647438406944 2597.9741313839331 5708.7887462452054 1686.3057732582092 933.37582488358021 509.68309909105301 410.52741700410843 13.659000441431997 1510.6277494803071 77.76312917470932 184.60728272795677 16.209613680839539 889.83128338120878 630.94590950757265 14.145485609769819 21.811015740036964 leaf_count=1291668 72 47450 3070 52 189 644 2202 148 72 537 261 248 107 65 205 11840 23683 6942 3830 2094 1668 55 6224 328 755 72 3931 2841 60 88 internal_value=4.82936e-06 -0.000334868 -0.00243289 -0.0053743 0.00703807 0.000112888 0.00140197 0.00190955 0.00663909 -0.00116656 0.0142952 0.0166941 0.0104192 0.0289685 -0.00653337 -0.000191893 -0.000335741 9.51864e-05 0.00158688 -0.000208499 0.00166972 0.00820443 6.05881e-05 -0.0045427 -0.0069389 0.00864715 -0.00145559 -0.000586554 0.0147193 -0.0160696 internal_weight=324140 28139.6 1795.29 832.925 71.1365 962.369 825.839 809.374 323.546 160.208 163.338 145.866 82.3175 27.8145 761.789 26344.3 23746.4 17147.7 5378.72 3692.41 2759.03 545.153 2213.88 703.253 595.135 108.118 6598.62 11769 91.9086 35.47 internal_count=1411401 119733 7872 3581 306 4291 3647 3575 1373 685 688 616 355 117 3275 111861 100021 72407 22116 15174 11344 2237 9107 2883 2423 460 27614 50291 388 143 is_linear=0 shrinkage=0.03 Tree=606 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 1 2 0 2 1 1 0 0 1 2 2 2 0 2 0 2 0 0 2 3 0 0 2 2 split_gain=3.71803 8.83228 14.0769 12.5429 22.9882 10.1259 10.8736 12.6082 20.2173 12.6009 8.21039 7.8981 8.93575 6.95419 6.57248 5.24171 16.5684 18.2365 39.7203 40.345 26.5061 23.8259 25.3065 29.7036 21.6472 16.2935 14.928 15.5311 20.4974 23.1567 threshold=68.500000000000014 370.10404968261724 308.83364868164068 78.500000000000014 80.500000000000014 79.500000000000014 -4.4999999999999991 207.81653594970706 71.500000000000014 234.37448883056643 -1.4999999999999998 1.0000000180025095e-35 76.500000000000014 79.500000000000014 4.5000000000000009 56351.945312500007 12812.083496093752 5311.5163574218759 75.500000000000014 6949.8193359375009 78.500000000000014 8871.7465820312518 85.500000000000014 81.500000000000014 10010.478027343752 9.5555000305175799 88.500000000000014 79.500000000000014 28988.621093750004 21631.834960937504 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 13 6 -2 -8 9 -9 -10 -12 -13 -5 -4 16 17 25 -19 -20 24 22 23 -22 -21 -3 27 -18 29 -29 right_child=1 15 3 4 -6 -7 7 8 10 -11 11 12 -14 -15 -16 -17 26 18 19 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=3.6009358151616525e-05 -0.022698519140973906 -0.00083472613751168557 -0.0057261390228445942 0.011250514748941761 -0.0068297593617164367 -0.0074651933721183693 -0.0012032049865328964 0.014854174374212463 -0.0055561829661953666 -0.0055615701600247765 0.024168495846132145 0.01656042754429074 -0.0049634101250197668 0.041473863098738059 -0.018898444094584171 0.00083389650521231826 -0.0023716187518657162 0.0053562138706525252 -0.0061159040936967822 0.0081736604272172435 -0.0025787933143729099 0.002137545707514797 0.0080339706167707001 -0.016799625557475717 -0.019649149707372422 0.0041202795368047085 -0.0049002759473500716 0.00074392591264668153 0.0049093212574435096 -0.011857765713961002 leaf_weight=296000.57419699093 16.568157866597176 11137.144951988012 725.06614205241203 12.269600823521614 43.329402640461922 136.32712558656931 485.73436579108238 34.74806410074234 17.486334607005119 125.4080897718668 63.313267111778259 57.676990360021591 24.833725199103355 15.517115756869316 35.773709639906883 3868.0798224108294 2691.2070519626141 1685.1831228733063 810.37983063608408 588.75137539207935 443.87132628262043 1510.5813784822822 123.49323807656765 188.25622238218784 26.291509583592415 631.11452842131257 1120.4078516103327 588.3439225256443 758.88684942573309 168.91787756979465 leaf_count=1291668 72 47450 3070 52 189 644 2202 148 72 537 261 248 107 65 205 17328 11036 6942 3325 2419 1803 6224 526 771 106 2841 4833 2403 3167 687 internal_value=4.68433e-06 -0.000324878 -0.0023616 -0.00521931 0.00682918 0.000109546 0.00136007 0.00185266 0.00644151 -0.0011321 0.0138688 0.0161982 0.0100823 0.0281283 -0.00634548 -0.000186159 -0.000361733 9.23494e-05 0.00153984 -0.000202287 0.00146098 -3.8041e-05 -0.00438731 -0.00681395 0.00698431 -0.000568996 -0.001823 -0.00100353 0.00142487 -0.00206706 internal_weight=324136 28135 1794.05 831.956 71.1161 962.096 825.769 809.201 323.466 160.156 163.31 145.824 82.5107 27.7867 760.84 26340.9 22472.8 17145.1 5376.81 3691.62 2881.25 2266.2 755.621 632.128 615.043 11768.3 5327.76 4207.36 1516.15 757.262 internal_count=1411401 119733 7872 3581 306 4291 3647 3575 1373 685 688 616 355 117 3275 111861 94533 72407 22116 15174 11849 9324 3100 2574 2525 50291 22126 17293 6257 3090 is_linear=0 shrinkage=0.03 Tree=607 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 1 2 0 2 1 1 0 0 1 2 2 2 0 2 0 2 2 0 0 0 0 3 0 0 split_gain=3.49889 8.31776 13.2661 11.8161 21.6616 9.53977 10.1785 11.8673 19.0294 11.8453 7.7325 7.54731 8.36683 6.59474 6.30511 4.96416 11.3201 17.164 37.4023 38.2569 28.8476 22.27 21.4362 21.8777 30.6049 23.6379 16.5688 15.3281 12.8922 12.7399 threshold=68.500000000000014 370.10404968261724 308.83364868164068 78.500000000000014 80.500000000000014 79.500000000000014 -4.4999999999999991 207.81653594970706 71.500000000000014 234.37448883056643 -1.4999999999999998 1.0000000180025095e-35 76.500000000000014 79.500000000000014 4.5000000000000009 84498.644531250015 12812.083496093752 5311.5163574218759 75.500000000000014 7113.1401367187509 78.500000000000014 9078.9726562500018 8871.7465820312518 85.500000000000014 81.500000000000014 93.500000000000014 90.500000000000014 9.5555000305175799 91.500000000000014 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=-1 2 5 14 13 6 -2 -8 9 -9 -10 -12 -13 -5 -4 16 17 27 -19 -20 21 -21 23 24 -22 28 -18 -3 -25 -23 right_child=1 15 3 4 -6 -7 7 8 10 -11 11 12 -14 -15 -16 -17 26 18 19 20 22 29 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=3.4929105052236614e-05 -0.021889038045780199 -0.00080975179043813079 -0.0055587843151110612 0.010906434806143374 -0.006623866671946599 -0.0072519846405140944 -0.0011673305954222229 0.014382736519748049 -0.0053851818282073223 -0.0053998375074726015 0.023536456094228692 0.016004418838688212 -0.004820475982631571 0.040353096638787167 -0.018524051156733293 0.0010647606565557428 -0.00077955701882377994 0.0051990115996161743 -0.0054461320110267535 0.0093734082208206723 -0.0019681940902907006 0.007512238926151377 0.002073486605361411 0.0092278204920587959 -0.016687529114828847 -0.025305082429257671 -0.0051828362136435522 0.003995644282438357 0.040332216495237876 -0.029432139346371337 leaf_weight=296000.3472450414 16.663942322134972 11136.232122197747 724.49705900251865 12.276870146393776 43.335844337940216 136.12815185636282 485.64361566305161 34.8094662129879 17.500130906701088 125.29111190140247 63.066808015108109 57.88704451918602 24.803444564342499 15.470337003469467 35.407439664006233 2596.6838938305154 5708.9070886299014 1684.070903211832 933.34868805110455 508.53536902368069 410.62682300806046 13.65893432497978 1510.5331754460931 77.834755256772041 184.1448113322258 16.174511924386024 888.84178219921887 631.27426461875439 14.177408203482626 21.821220010519028 leaf_count=1291668 72 47450 3070 52 189 644 2202 148 72 537 261 248 107 65 205 11840 23683 6942 3830 2094 1668 55 6224 328 755 72 3931 2841 60 88 internal_value=4.54388e-06 -0.000315191 -0.00229244 -0.00506878 0.00662777 0.000106314 0.00131948 0.00179754 0.0062504 -0.00109866 0.0134573 0.0157196 0.00975788 0.0273243 -0.0061629 -0.000180598 -0.000316814 8.9597e-05 0.00149419 -0.000196257 0.0015807 0.00777013 5.95029e-05 -0.00426819 -0.00652539 0.00814106 -0.00137276 -0.000551964 0.0140204 -0.0152095 internal_weight=324130 28129.6 1792.78 830.988 71.0831 961.794 825.666 809.002 323.358 160.101 163.257 145.757 82.6905 27.7472 759.904 26336.9 23740.2 17142.4 5374.93 3690.86 2757.51 544.016 2213.49 702.958 594.772 108.187 6597.75 11767.5 92.0122 35.4802 internal_count=1411401 119733 7872 3581 306 4291 3647 3575 1373 685 688 616 355 117 3275 111861 100021 72407 22116 15174 11344 2237 9107 2883 2423 460 27614 50291 388 143 is_linear=0 shrinkage=0.03 Tree=608 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 1 2 0 2 1 1 2 1 2 2 2 1 2 2 2 2 1 2 0 0 2 2 2 0 split_gain=3.29263 7.83331 12.6336 8.39277 34.6657 7.46761 11.4026 8.63786 8.32972 11.9239 20.5577 9.81211 7.80303 8.20728 7.14666 6.3405 6.28658 6.2569 7.03604 5.0336 5.98048 8.12589 14.0413 7.77608 5.6309 5.57189 4.79876 14.861 16.1547 35.2191 threshold=68.500000000000014 370.10404968261724 333.83728027343756 79.500000000000014 80.500000000000014 70.500000000000014 1.5000000000000002 112.57336044311525 79.500000000000014 199.88579559326175 -1.4999999999999998 1.0000000180025095e-35 263.91864013671881 1.0000000180025095e-35 219.22713470458987 135.51687622070315 245.54866027832034 1.0000000180025095e-35 358.55703735351568 87.134357452392592 157.11404418945315 145.16793060302737 1.0000000180025095e-35 149.63704681396487 74.500000000000014 74.500000000000014 56351.945312500007 12812.083496093752 5311.5163574218759 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 5 17 -5 7 8 -2 9 19 -11 -12 13 16 -13 -8 -10 18 -4 -7 21 22 25 -23 -24 -21 27 28 -3 -30 right_child=1 26 3 4 -6 6 15 -9 12 10 11 14 -14 -15 -16 -17 -18 -19 -20 20 -22 23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=3.388127964633862e-05 0.01268260396430158 -0.00053543997922225067 -0.0069025481221398821 0.044042655571862287 -0.015205573683197127 -0.014239582509763815 0.009545027416850118 -0.0041998552611880683 -0.0098908693323192486 -0.011162397561741193 0.020286074212484854 -0.0062344426203596315 0.0052040930367239155 0.0016527880185510529 0.01155235225255551 -0.010853173466503626 -0.032672593909034237 -0.011255462658057993 0.006864542868554078 0.0038670859161385263 -0.0025314788441732454 0.02940896788266574 -0.0044254973532618092 0.0055056054659782276 -0.031298491642302341 0.028945862266435307 0.00080095988686822422 -0.0017272399335968576 0.005046390476421231 -0.00019041770076366426 leaf_weight=296000.1271588637 28.71672996878624 11766.769134428352 151.85748444497585 14.194181799888609 23.773800820112228 20.010154098272324 16.101800344884396 543.58375018835068 31.994203105568886 37.01495572924614 93.149502485990524 27.46424263715744 50.671862527728081 33.496090553700924 78.272005975246429 92.504522234201431 16.535662233829498 220.24118486046791 42.835088074207306 25.533557802438736 153.26115064322948 21.173591524362564 15.865237325429918 29.058341860771179 12.583678185939787 11.593380659818648 3866.8491672631353 5326.8435062915087 1682.9701699614525 3689.9587416276336 leaf_count=1291668 120 50291 611 60 104 92 80 2350 131 155 384 120 221 176 325 489 69 1008 172 104 656 90 73 123 87 72 17328 22126 6942 15174 internal_value=4.40749e-06 -0.000305789 -0.00222532 -0.00655644 0.00694415 -0.000759914 0.00117654 -0.00335273 0.00266367 0.00436109 0.00936607 0.0131867 -0.00405169 -0.00976949 0.00693236 -0.00782897 -0.0176533 -0.00779179 -0.0038736 0.00027682 0.00135638 0.0065016 -0.000453534 0.0155813 -0.0163121 0.0116983 -0.000175202 -0.000343215 8.69264e-05 0.00144992 internal_weight=324125 28124.9 1791.49 452.902 37.968 1338.58 766.284 572.3 657.678 524.98 235.901 198.886 132.698 82.026 105.736 108.606 48.5299 414.934 194.693 289.079 269.069 115.808 65.5759 50.2319 28.4489 37.1269 26333.4 22466.5 17139.7 5372.93 internal_count=1411401 119733 7872 1955 164 5917 3447 2470 2878 2281 984 829 597 376 445 569 200 1791 783 1297 1205 549 336 213 160 176 111861 94533 72407 22116 is_linear=0 shrinkage=0.03 Tree=609 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 1 2 0 2 1 1 2 1 2 2 2 1 2 2 2 2 1 2 0 0 2 2 2 0 split_gain=3.09855 7.38297 11.916 7.91407 32.7585 7.03105 10.7603 8.12886 7.84601 11.2192 19.3565 9.32043 7.34724 7.74405 6.70987 6.05246 6.00555 5.94643 6.61984 4.74 5.64401 7.61638 13.3169 7.30061 5.46935 5.38364 4.51573 13.9814 15.2027 33.1649 threshold=68.500000000000014 370.10404968261724 333.83728027343756 79.500000000000014 80.500000000000014 70.500000000000014 1.5000000000000002 112.57336044311525 79.500000000000014 199.88579559326175 -1.4999999999999998 1.0000000180025095e-35 263.91864013671881 1.0000000180025095e-35 219.22713470458987 87.134357452392592 245.54866027832034 1.0000000180025095e-35 358.55703735351568 87.134357452392592 157.11404418945315 145.16793060302737 1.0000000180025095e-35 149.63704681396487 74.500000000000014 74.500000000000014 56351.945312500007 12812.083496093752 5311.5163574218759 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 5 17 -5 7 8 -2 9 19 -11 -12 13 16 -13 -8 -10 18 -4 -7 21 22 25 -23 -24 -21 27 28 -3 -30 right_child=1 26 3 4 -6 6 15 -9 12 10 11 14 -14 -15 -16 -17 -18 -19 -20 20 -22 23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=3.2864874250830084e-05 0.012299158756280237 -0.00051940413084005179 -0.0066944683250032676 0.042936990133079597 -0.014744302609880515 -0.013822509480894208 0.013528575592841817 -0.0040767803900752901 -0.0095871455652274638 -0.010805832669818787 0.01973998938589663 -0.0060584737714045305 0.0050488528597837281 0.0016019674827470742 0.011183271727197949 -0.010004362570347815 -0.031897962079139738 -0.010959837205664846 0.0066603906413016762 0.0037526791561645141 -0.0024562305534089365 0.028486559205726021 -0.0042997028568683114 0.0053374714317242014 -0.0309300124817137 0.028544112226831869 0.00077708125379433006 -0.0016753018363108243 0.0048982150442445898 -0.00018470432027658962 leaf_weight=295999.9135491699 28.723545730113983 11766.159816395491 151.87986968457699 14.123954638838766 23.781899839639664 19.995731562376022 10.942911192774771 543.2002260684967 32.01719768345356 37.088124707341194 92.859021544456482 27.414849892258644 50.663140282034874 33.52154628187418 78.427139714360237 97.246996313333511 16.43070150911808 219.4092053771019 42.823791936039925 25.522799670696259 153.21838058531284 21.202952980995178 15.839911833405496 29.074242189526558 12.355055555701254 11.406697645783423 3866.1138011356816 5327.2221348546445 1681.8818687945604 3689.9758662804961 leaf_count=1291668 120 50291 611 60 104 92 49 2350 131 155 384 120 221 176 325 520 69 1008 172 104 656 90 73 123 87 72 17328 22126 6942 15174 internal_value=4.27493e-06 -0.000296666 -0.00216148 -0.00637237 0.0067481 -0.000738009 0.00114267 -0.00325434 0.00258624 0.00423494 0.00908968 0.0128032 -0.00393243 -0.00948352 0.00671737 -0.00762411 -0.0171537 -0.00757335 -0.00375715 0.000268784 0.00131772 0.00632838 -0.000443397 0.0150999 -0.0159691 0.0114102 -0.000169955 -0.000332934 8.43314e-05 0.00140671 internal_weight=324120 28120.5 1789.17 452.019 37.9059 1337.15 765.227 571.924 657.037 524.405 235.789 198.701 132.633 81.9694 105.842 108.19 48.4479 414.113 194.704 288.616 268.62 115.402 65.1245 50.2772 28.195 36.9295 26331.4 22465.2 17138 5371.86 internal_count=1411401 119733 7872 1955 164 5917 3447 2470 2878 2281 984 829 597 376 445 569 200 1791 783 1297 1205 549 336 213 160 176 111861 94533 72407 22116 is_linear=0 shrinkage=0.03 end of trees feature_importances: iy=7787 price_cents=5389 delta_cents=3440 cri=1684 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: 137] [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: 137] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 137] [extra_trees: 0] [extra_seed: 25471] [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: 11029] [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: 486] [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: 12927] [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