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] [7.8868827819824219:100000] [1:99] none tree_sizes=3472 3532 3535 3536 3522 3533 3538 3551 3535 3543 3539 3541 3547 3539 3547 3544 3550 3554 3545 3560 3548 3548 3558 3561 3555 3560 3571 3561 3570 3555 3562 3560 3558 3552 3555 3552 3555 3559 3561 3555 3568 3546 3567 3547 3562 3567 3575 3554 3561 3573 3587 3585 3553 3550 3563 3560 3562 3569 3571 3573 3540 3561 3573 3557 3559 3564 3554 3566 3565 3578 3560 3560 3553 3555 3546 3566 3552 3534 3557 3562 3562 3566 3570 3563 3570 3557 3570 3559 3541 3535 3571 3584 3508 3524 3528 3570 3562 3530 3566 3539 3563 3545 3550 3556 3561 3588 3570 3540 3537 3560 3565 3519 3555 3555 3534 3552 3560 3575 3537 3550 3555 3551 3550 3534 3546 3533 3534 3541 3509 3529 3552 3555 3538 3545 3552 3521 3516 3523 3505 3523 3550 3549 3526 3544 3530 3543 3560 3537 3562 3539 3576 3575 3557 3565 3564 3508 3512 3490 3491 3486 3516 3514 3541 3550 3522 3514 3518 3525 3529 3525 3512 3501 3502 3521 3559 3550 3519 3569 3564 3540 3542 3536 3526 3532 3537 3503 3462 3501 3466 3536 3523 3528 3517 3519 3507 3461 3462 3450 3452 3460 3526 3510 3526 3496 3496 3518 3501 3514 3525 3516 3500 3473 3529 3471 3530 3490 3522 3515 3505 3519 3583 3509 3566 3513 3522 3510 3470 3516 3475 3464 3540 3554 3540 3489 3533 3463 3477 3501 3449 3501 3520 3519 3505 3509 3503 3457 3451 3471 3474 3515 3507 3507 3479 3480 3502 3519 3512 3512 3521 3513 3450 3456 3452 3485 3455 3534 3549 3526 3508 3518 3511 3521 3526 3487 3534 3486 3503 3521 3496 3511 3519 3495 3518 3493 3495 3450 3455 3455 3457 3518 3533 3523 3543 3528 3537 3460 3468 3477 3451 3485 3483 3483 3487 3483 3473 3473 3461 3463 3508 3449 3509 3501 3517 3531 3509 3521 3516 3525 3533 3525 3435 3456 3434 3482 3525 3501 3499 3485 3503 3487 3544 3546 3535 3540 3521 3551 3564 3561 3562 3557 3509 3500 3517 3492 3475 3503 3500 3516 3515 3506 3484 3467 3495 3498 3542 3506 3532 3546 3510 3562 3519 3523 3459 3544 3460 3491 3475 3439 3470 3495 3528 3455 3481 3509 3459 3530 3518 3489 3488 3505 3498 3490 3490 3491 3500 3527 3426 3522 3438 3419 3453 3443 3449 3446 3447 3504 3531 3515 3506 3499 3534 3497 3502 3525 3506 3505 3498 3497 3493 3504 3522 3524 3532 3532 3531 3521 3521 3535 3504 3519 3466 3542 3525 3511 3500 3513 3493 3462 3478 3430 3454 3458 3458 3478 3461 3554 3553 3579 3557 3502 3492 3507 3491 3507 3500 3450 3453 3463 3459 3471 3489 3480 3481 3509 3483 3504 3508 3467 3504 3432 3500 3546 3477 3524 3504 3502 3512 3499 3500 3520 3428 3417 3415 3410 3415 3468 3424 3414 3455 3416 3505 3505 3510 3513 3497 3473 3474 3468 3467 3458 3527 3494 3465 3532 3498 3446 3449 3491 3449 3500 3515 3522 3530 3513 3532 3440 3510 3442 3447 3502 3457 3466 3539 3474 3544 3549 3546 3552 3556 3551 3535 3514 3536 3512 3537 3499 3493 3481 3507 3524 3502 3497 3501 3517 3498 3512 3451 3514 3458 3496 3458 3426 3417 3459 3416 3531 3566 3537 3559 3518 3454 3568 3495 3462 3436 3514 3528 3516 3521 3522 3467 3470 3486 3472 3473 3445 3450 3460 3468 3479 3559 3524 3533 3492 3554 3476 3490 3476 3478 3471 3533 3533 3526 3531 3533 3482 3477 3483 3469 3457 3448 3443 3499 3445 3519 3483 3485 3479 3476 3454 3496 3478 3520 3508 3503 3495 3510 3508 3507 3501 3498 3478 3499 3519 3492 3445 3443 3464 3440 3463 3507 3488 3517 3476 3516 3472 3495 3515 3468 3503 3461 3492 3475 3455 3466 3451 3454 3477 3449 3498 3465 3465 3485 3457 3479 3489 3498 3486 3509 3473 3476 3473 3448 3449 3449 3505 3500 3495 3503 3499 3534 3492 3530 3488 3496 3468 3463 3465 3514 3510 3498 3512 3512 3437 3498 3522 3469 3526 3531 3457 3464 3490 3436 3490 3430 3502 3538 3492 3538 3517 3511 3532 3533 3492 3500 3443 3445 3441 3464 3457 3467 3484 3464 3467 3475 3502 3505 3508 3504 3511 3498 3527 3481 3531 3480 3461 3508 3545 3472 3515 3455 3460 3452 3440 3448 3535 3532 3510 3542 3517 3500 3508 3480 3492 3500 3515 3510 3524 3502 3493 3495 3497 3502 3511 3506 3466 3469 3456 3477 3465 3422 3441 3440 3429 3447 3497 3485 3484 3490 3435 3478 3496 3500 3482 3496 3449 3448 3474 3434 3502 3499 3495 3519 3528 3500 3465 3494 3512 3487 3523 3459 3459 3450 3463 3459 3519 3518 3511 3519 3509 3462 3455 3457 3460 3443 3513 3491 3511 3492 3506 3466 3454 3523 3458 3525 3472 3475 3463 3472 3463 3497 3501 3486 3498 3495 3487 3503 3506 3432 3499 3486 3488 3465 3469 3466 3507 3485 3502 3493 3493 3458 3467 3467 3470 3466 3489 3513 3521 3485 3528 3525 3529 3479 3548 3486 3492 3523 3490 3505 3485 3473 3466 3466 3426 3477 3484 3515 3484 3516 3493 3498 3469 3519 3513 3525 3487 3488 3506 3503 3507 3509 3525 3488 3489 3522 3461 3534 3462 3540 3537 3496 3498 3505 3500 3514 3470 3476 3471 3477 3482 3471 3488 3469 3490 3486 3501 3508 3487 3508 3485 3477 3477 3472 3461 3469 3438 3477 3442 3452 3436 3464 3434 3441 3461 3468 3483 3494 3493 3523 3526 3486 3479 3475 3479 3489 3427 3435 3471 3432 3472 3507 3509 3478 3494 3426 3495 3480 3481 3480 3498 3480 3515 3505 3504 3453 3528 3530 3521 3514 3522 3491 3435 3481 3484 3459 3424 3430 3457 3432 3451 3494 3502 3494 3548 3539 3501 3520 Tree=0 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 2 2 1 3 3 3 2 0 2 2 2 3 0 1 0 0 2 2 1 2 0 2 0 split_gain=45506.5 14237.4 7149.99 3261.83 2642.97 2035.32 1772.25 1207.58 2440.3 1568.57 1173.4 954.632 951.238 914.776 841.709 813.103 653.141 623.707 928.567 688.761 616.605 530.198 433.725 432.894 365.315 358.257 427.839 334.134 317.044 690.96 threshold=1.0000000180025095e-35 4.5000000000000009 3673.2597656250005 -3.4999999999999996 5.4584999084472665 74.000000000000014 1.5000000000000002 3673.077514648438 1682.390319824219 2.5000000000000004 1.2994999885559084 2.0774999856948857 1.0205000042915346 7656.2912597656259 51.500000000000007 61458.453125000007 3618.2971191406255 30543.693359375004 14.476500034332277 7.5000000000000009 -1.4999999999999998 56.500000000000007 84.500000000000014 3673.2597656250005 2661.5908203125005 -18.499999999999996 21324.808593750004 50.500000000000007 15354.050781250002 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 25 12 10 -1 8 9 -2 13 -10 16 -4 -9 24 -5 18 -12 -19 -14 -21 -17 -18 -6 -3 -27 -15 -22 -30 right_child=2 3 5 4 15 -7 -8 14 11 -11 17 -13 20 27 -16 22 23 19 -20 21 28 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.12560219055053928 0.053818092841679668 0.099503678217938804 0.042193102450297532 0.074013253271947244 0.091776317683517961 0.020032952241845391 0.10245068805369228 0.051334618926994778 0.066017559631564623 0.041940150660381911 0.065859102799111488 0.05248193805440575 0.077357873967649482 0.055821611275473117 0.035167523955442793 0.06905779719762456 0.11101233548456957 0.076095081918662516 0.047767714870232528 0.062594534800083021 0.072957295331174329 0.074372584334083974 0.092838601591146958 0.075523207748899007 0.08393310038471094 0.088629470487202516 0.077054083538084239 0.071344825251189112 0.062443078493245027 0.080536131796676999 leaf_weight=4682.8365370631218 45348.405247181654 2232.3002368211746 3133.2106679677963 1209.2874772846699 8510.4573793709278 886.67764440178871 8163.6268392205238 6631.2301330268383 18054.664532840252 12838.972435891628 46127.46304795146 6334.8385915160179 28910.285650938749 2761.4103265106678 5148.5233314335346 3931.4952157437801 1328.1437315046787 11521.316020935774 2702.9809914529324 10558.97987857461 65958.229547739029 5101.8298029899597 837.23743781447411 403.26229110360146 14367.873369902372 19328.374097496271 3375.6674386560917 2276.9961811602116 7253.7272796034813 2573.6374206840992 leaf_count=18754 181613 8940 12548 4843 34083 3551 32694 26557 72306 51418 184733 25370 115781 11059 20619 15745 5319 46141 10825 42287 264152 20432 3353 1615 57541 77407 13519 9119 29050 10307 internal_value=0.0695269 0.0805023 0.0589406 0.0780659 0.0762281 0.0652477 0.11089 0.0532543 0.0545361 0.0511972 0.0657239 0.0625019 0.0741029 0.0549216 0.0442685 0.0845018 0.0909307 0.0668852 0.0648577 0.0705275 0.0736303 0.0664315 0.0732329 0.102747 0.0868507 0.088036 0.0869084 0.062837 0.0722083 0.0671814 internal_weight=352494 173066 179427 160220 135284 85070.9 12846.5 94356.6 82576.9 58187.4 84184.2 24389.5 107637 8171.62 11779.8 27647.1 2940.69 76012.6 48830.4 27182.1 104696 15660.8 4768.73 1731.41 22878.3 24936.3 22704 5038.41 75785.6 9827.36 internal_count=1411681 693103 718578 641655 541789 340695 51448 377883 330707 233031 337144 97676 431067 32726 47176 110722 11777 304418 195558 108860 419290 62719 19098 6934 91624 99866 90926 20178 303509 39357 is_linear=0 shrinkage=1 Tree=1 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 2 2 1 3 3 3 2 0 2 2 2 3 0 1 0 2 0 2 1 2 3 0 0 split_gain=42820.5 13434.7 6721.06 3073.29 2489.43 1912.49 1679.36 1134.5 2293.32 1485.28 1103.35 897.447 896.267 859.537 790.472 766.137 616.224 586.722 872.902 648.163 580.48 498.777 408.844 408.601 344.527 338.09 404.129 324.406 314.199 304.847 threshold=1.0000000180025095e-35 4.5000000000000009 3673.2597656250005 -3.4999999999999996 5.4584999084472665 74.000000000000014 1.5000000000000002 3673.077514648438 1682.390319824219 3.5000000000000004 1.2994999885559084 2.0774999856948857 1.0205000042915346 7656.2912597656259 51.500000000000007 61458.453125000007 3618.2971191406255 30543.693359375004 14.476500034332277 7.5000000000000009 -1.4999999999999998 56.500000000000007 3673.2597656250005 85.500000000000014 2661.5908203125005 -18.499999999999996 16437.536132812504 7.7119998931884775 50.500000000000007 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 25 12 10 -1 8 9 -2 13 -10 16 -4 -9 24 -5 18 -12 -19 -14 -21 -18 -17 -6 -3 -27 -28 -15 -22 right_child=2 3 5 4 15 -7 -8 14 11 -11 17 -13 20 28 -16 23 22 19 -20 21 29 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.054531794937172216 -0.015759445600489769 0.029102690457139927 -0.026505321424594365 0.0043403442237514153 0.021589434688646728 -0.047967083873534384 0.031969779843820753 -0.017648773804718437 -0.0034157717954593353 -0.029134358420984319 -0.003569438252273161 -0.016536996929789837 0.0075861282414886886 -0.013300447813936625 -0.033310229628657428 -0.0003037632877807095 0.040305147447598368 0.0063605501748613307 -0.021104838340136146 -0.0067349534873222998 0.0013494175144313503 0.0046890131214037045 0.0058055689219730401 0.023425019725396796 0.013969712567560275 0.018762923292623006 0.0033995828203373262 0.0222967780106305 0.0017513738193491487 0.0055096706487245501 leaf_weight=4670.0572763979435 49415.361649423838 2229.4769820570946 3135.6041960120201 1209.0934220403433 8502.8326328247786 887.66094569861889 8152.089963644743 6634.8779734373093 18056.818342119455 8803.8777267932892 46133.208008423448 6338.134743720293 28901.988821044564 2762.5973228663206 5153.1566168367863 3986.9412568062544 1325.6614894866943 11518.56717813015 2704.7067943960428 10561.401450499892 53197.494311869144 5100.9429094791412 403.17481346428394 781.06578181684017 14359.944735810161 18506.632889270782 3067.1616167128086 1114.7405943274498 2276.8514650315046 22580.706769093871 leaf_count=18754 197800 8940 12548 4843 34083 3551 32694 26557 72306 35231 184733 25370 115781 11059 20619 15967 5319 46141 10825 42287 213063 20432 1615 3131 57541 74172 12288 4466 9119 90446 internal_value=-1.19622e-05 0.010639 -0.0102775 0.00827348 0.00648976 -0.00416241 0.0401873 -0.0157888 -0.0145465 -0.017782 -0.00370058 -0.00682484 0.00442743 -0.0141732 -0.0244952 0.0145222 0.0207696 -0.00257436 -0.00454057 0.000958477 0.00396877 -0.00301437 0.0322596 0.00358334 0.0168035 0.0179551 0.0168596 0.00843688 -0.00649995 0.00258911 internal_weight=352473 172989 179484 160167 135249 85081.5 12822.1 94402.2 82614.2 58219.2 84193.9 24395 107618 8175.05 11788 27630.8 2937.93 76018.8 48837.9 27180.9 104680 15662.3 1728.84 4768.01 22862.8 24918 22688.5 4181.9 5039.45 75778.2 internal_count=1411681 693103 718578 641655 541789 340695 51448 377883 330707 233031 337144 97676 431067 32726 47176 110722 11777 304418 195558 108860 419290 62719 6934 19098 91624 99866 90926 16754 20178 303509 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 2 2 1 3 3 3 2 0 2 2 2 0 0 2 3 0 1 0 2 0 1 2 2 split_gain=40297.8 12694 6319.96 2896.58 2348.37 1799.69 1598.56 1066.94 2156.2 1403.41 1037.78 844.767 832.391 808.222 743.651 666.614 582.059 566.251 1141.98 621.496 551.946 820.873 609.967 470.743 469.231 386.759 376.142 319.423 383.249 302.923 threshold=1.0000000180025095e-35 4.5000000000000009 3673.2597656250005 -3.4999999999999996 5.9049999713897714 74.000000000000014 1.5000000000000002 3673.077514648438 1682.390319824219 2.5000000000000004 1.2994999885559084 2.1755000352859502 1.0205000042915346 7656.2912597656259 51.500000000000007 68603.160156250015 3618.2971191406255 14697.978027343752 50.500000000000007 21.500000000000004 30543.693359375004 14.476500034332277 7.5000000000000009 -1.4999999999999998 56.500000000000007 3673.2597656250005 85.500000000000014 -18.499999999999996 21922.121093750004 2661.5908203125005 decision_type=2 2 2 2 2 2 2 2 2 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 27 12 10 -1 8 9 -2 13 -10 16 -4 -9 29 -5 19 -19 -14 21 -12 -22 -21 -24 -18 -17 -3 -29 -6 right_child=2 3 5 4 15 -7 -8 14 11 -11 20 -13 17 -15 -16 26 25 18 -20 23 22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.053119542815385494 -0.014763942940320693 0.028277141478947183 -0.025700129605122069 0.0042108376514443067 0.021602666146831529 -0.046532412758475319 0.031070249257150392 -0.017112783804212932 -0.003404331560701219 -0.025993178800180216 -0.00346195277434769 -0.0163123915036902 0.010816839106499174 -0.0063039630951073995 -0.032300762107932611 -0.00037953547382524821 0.039200837294208528 -0.0066324772116679066 0.012448828438617682 0.0075489754319536502 0.0061713136220913388 -0.020463522856283375 -0.0065315795455976218 0.0023932851527677388 0.0045491744403884969 0.0056327040451457262 0.023175410439582177 0.017975016145542363 0.0069028048637354246 0.014070830750468642 leaf_weight=4650.6713875234127 45386.812270373106 2225.7839575409889 3136.8070368766785 1208.8935934901237 7502.120283767581 887.57686531543732 8136.6892748773098 6637.3667202740908 18322.96550154686 12853.445347175002 46138.482251003385 6076.2871023118496 13387.280139952898 5040.2082764953375 5154.7456985414028 3499.1132656484842 1322.1671065092087 10594.453656867146 3848.1558254659176 22089.077850580215 11515.665010675788 2705.7691495865583 10563.507329598069 57243.972970545292 5100.0261788368225 403.08310031890869 738.99987292289734 19378.566857412457 3291.4280267953873 13372.137372121215 leaf_count=18754 181613 8940 12548 4843 30105 3551 32694 26557 73363 51418 184733 24313 53638 20178 20619 14013 5319 42431 15421 88516 46141 10825 42287 229306 20432 1615 2966 77736 13190 53616 internal_value=-1.147e-05 0.0103258 -0.0099671 0.00802846 0.00629696 -0.00403721 0.0390894 -0.0153103 -0.0141057 -0.0172422 -0.00358926 -0.0066189 0.00440872 -0.0137446 -0.023752 0.0145753 0.0201732 0.00397709 -0.00154837 0.00483776 -0.00249696 -0.00440377 0.000929803 0.00382881 -0.0029237 0.0313581 0.00372774 0.0174322 0.0163675 0.0167777 internal_weight=352412 172893 179520 160105 135209 85088 12787.4 94431.6 82639.5 58240.3 84200.5 24399.3 110097 8177.02 11792.1 25112.4 2934.14 107163 14442.6 92720.3 76023.4 48844.3 27179.2 79333.1 15663.5 1725.25 4238.11 24895.8 22670 20874.3 internal_count=1411681 693103 718578 641655 541789 340695 51448 377883 330707 233031 337144 97676 441089 32726 47176 100700 11777 429312 57852 371460 304418 195558 108860 317822 62719 6934 16979 99866 90926 83721 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 2 2 1 3 3 2 3 2 0 2 1 2 3 0 2 0 0 2 1 2 3 0 0 split_gain=37928.1 12008.3 5944.64 2730.77 2213.56 1695.78 1527.94 1004.34 2028.46 1329.84 976.293 823.282 893.187 767.896 760.53 700.714 682.974 572.862 519.243 772.202 575.007 481.439 401.462 364.086 308.708 302.107 362.427 305.844 295.466 287.185 threshold=1.0000000180025095e-35 4.5000000000000009 3673.2597656250005 -3.4999999999999996 5.4584999084472665 74.000000000000014 1.5000000000000002 3673.077514648438 1748.5217285156252 3.5000000000000004 1.2994999885559084 1.0619999766349795 3618.2971191406255 2.0774999856948857 7656.2912597656259 51.500000000000007 61458.453125000007 -1.4999999999999998 30543.693359375004 14.476500034332277 6.5000000000000009 3673.2597656250005 56.500000000000007 84.500000000000014 2661.5908203125005 -18.499999999999996 16437.536132812504 7.7119998931884775 50.500000000000007 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 25 11 10 -1 8 9 -2 14 12 -5 -10 -4 -9 24 -13 19 -12 -20 -14 -22 -18 -6 -3 -27 29 -16 -28 right_child=2 3 5 4 16 -7 -8 15 13 -11 18 17 21 -15 28 -17 23 -19 20 -21 22 -23 -24 -25 -26 26 27 -29 -30 -31 leaf_value=0.051812764282582954 -0.01476267597077344 0.027484972450005193 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10609.652398645878 2706.2240298837423 11468.297144532204 1223.7951739877462 5099.0832645893097 834.33004230260849 14340.702238306403 18470.329882979393 2319.2999022603035 1113.052276968956 2277.2092467844486 746.15782104432583 leaf_count=18754 199825 8940 12548 14562 34083 3551 32694 26557 70912 35665 184733 111380 12535 24305 11059 20619 15745 287686 42522 10825 45906 4904 20432 3353 57541 74172 9297 4466 9119 2991 internal_value=-1.09874e-05 0.0100229 -0.00966713 0.00779112 0.00611014 -0.00391595 0.0380506 -0.0148486 -0.0136801 -0.0166677 -0.0034814 0.0041659 0.0134397 -0.00628705 -0.0133307 -0.023039 0.013691 0.00342319 -0.00242194 -0.00427118 0.000901999 0.0226233 -0.00259005 0.00336175 0.015848 0.016927 0.0158915 0.00791274 -0.0061138 0.00302205 internal_weight=352315 172778 179537 160035 135165 85091.1 12743.1 94446.1 82653.7 58865.6 84204.5 107576 7976.61 23788.1 8177.97 11792.3 27589.4 99599 76026.6 48849.5 27177 4342.48 16567.4 4765.92 22823.5 24870.1 22648.8 4178.51 5041.05 3065.46 internal_count=1411681 693103 718578 641655 541789 340695 51448 377883 330707 235490 337144 431067 32001 95217 32726 47176 110722 399066 304418 195558 108860 17439 66338 19098 91624 99866 90926 16754 20178 12288 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 2 2 1 3 3 2 2 3 2 0 1 2 3 0 0 2 2 0 2 0 0 0 0 split_gain=35701.2 11404.6 5593.14 2568.76 2298.56 1599.79 1353.82 946.217 1910.7 1260.84 918.698 820.806 842.727 780.559 749.663 716.055 661.213 521.227 488.91 754.904 608.055 462.584 455.006 434.278 560.802 384.941 377.344 282.855 282.85 282.751 threshold=1.0000000180025095e-35 6.5000000000000009 3673.2597656250005 -3.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 3673.077514648438 1682.390319824219 2.5000000000000004 1.2994999885559084 1.0619999766349795 3618.2971191406255 2404.0227050781255 2.1755000352859502 7656.2912597656259 51.500000000000007 -1.4999999999999998 36319.728515625007 17.333499908447269 6.5000000000000009 56.500000000000007 3673.2597656250005 99992.636718750015 82.500000000000014 28435.229492187504 3.5000000000000004 49.500000000000007 54.500000000000007 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 4 7 25 -1 10 11 8 9 -2 15 12 -5 -8 -10 27 -9 -13 19 -12 -20 -22 -14 -15 -25 -3 -6 -4 -18 -27 right_child=2 3 5 6 26 -7 13 16 14 -11 18 17 22 23 -16 -17 28 -19 20 -21 21 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_value=0.050600079214573497 -0.013873189000584948 0.017384580215258984 -0.032825474435248837 0.0023922788635227653 0.032337942042256304 -0.043932741079671468 0.017847170544943638 -0.01609676900544511 -0.0031941039125767024 -0.024517263366148907 -0.0031891644068477898 0.0066052771086212748 0.028072684643399883 0.009490266048487463 -0.015352118626810922 -0.0059299214192362077 -0.037237954142996521 0.0016248358968049216 0.0069887915978525195 -0.020287946560185798 -0.0062397798701527953 0.0054152886896503914 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-0.0093771 0.00709272 0.0322743 -0.0037985 0.005427 -0.014403 -0.013269 -0.0162213 -0.00337689 0.00380544 0.0130485 0.01119 -0.00622215 -0.0129315 -0.0223541 0.00301999 -0.00234921 -0.00399395 0.00116961 -0.00271368 0.0219794 0.00750421 -0.00317532 0.016072 0.0260306 -0.0241872 -0.0304211 0.00515938 internal_weight=352187 172650 179538 154570 18079.9 85090.5 130383 94447.1 82658 58253.1 84205.9 101752 7969.47 28630.3 24404.9 8177.47 11789.1 93782.9 76028.5 51811.3 24217.2 14524.6 4335.73 18427.6 2889.57 24186.9 13485.4 3136.04 5149.83 2596.88 internal_count=1411681 693103 718578 620014 73089 340695 522779 377883 330707 233031 337144 407818 32001 114961 97676 32726 47176 375817 304418 207405 97013 58155 17439 73949 11584 97235 54335 12548 20619 10420 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 1 3 3 2 2 2 2 2 0 3 2 2 1 2 3 0 0 2 0 0 2 2 0 split_gain=33553.9 10983.4 5539.87 2481.85 2150.62 1496.29 1314.73 884.015 841.318 746.697 744.047 1176.07 719.162 673.964 668.153 663.322 645.913 484.739 482.888 454.762 449.06 703.228 568.675 482.375 394.082 548.033 388.334 374.854 367.443 335.399 threshold=1.0000000180025095e-35 6.5000000000000009 3673.2597656250005 -3.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 4.5000000000000009 1.3535000085830691 1.0205000042915346 3673.077514648438 1682.390319824219 2404.0227050781255 8007.5161132812509 1266.0092773437502 51.500000000000007 2.1755000352859502 3673.077514648438 3618.2971191406255 -1.4999999999999998 36319.728515625007 17.333499908447269 6.5000000000000009 37.500000000000007 99992.636718750015 82.500000000000014 3.5000000000000004 3997.433227539063 20021.907226562504 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 7 28 -1 8 9 10 13 18 11 -2 -8 -4 -9 -12 -13 -16 -5 -11 21 -10 -22 -24 -14 -26 -6 -20 -3 -17 right_child=2 3 5 6 26 -7 12 14 20 19 15 16 24 -15 17 29 -18 -19 27 -21 22 -23 23 -25 25 -27 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4172.2627492547035 2566.952620357275 5693.5712894946337 1642.9537493139505 1344.1175318360329 71403.047768577933 9669.5920518189669 2450.5266404300928 9719.3305574506521 4638.6939927786589 2260.3876873850822 649.89424662292004 8247.0592056065798 376.30622380971909 3687.0462360978127 2117.6769992411137 leaf_count=18729 206367 82493 14432 4804 21269 3525 41142 24712 194268 109279 21945 59759 62207 22576 16700 10293 22775 6576 5458 286106 38779 9807 38894 18593 9049 2620 33238 1509 14805 8486 internal_value=-2.81854e-06 0.0094493 -0.00908155 0.00686012 0.0315933 -0.0035327 0.00522095 -0.0140874 -0.00312731 0.00362055 -0.0129798 -0.0119098 0.0109 -0.0116659 -0.0216994 -0.0205767 -0.00585454 -0.0144028 0.0185737 0.00317805 -0.00207484 -0.00366833 0.00130636 -0.00248116 0.00735568 -0.00277317 0.0255785 0.0287586 0.015688 -0.0288675 internal_weight=351910 172409 179500 154361 18048.6 85132.4 130188 94367.8 84257 101566 82381.1 72210.6 28621.9 9245.9 11986.7 10170.5 20623.1 5815.22 2919.13 98646.7 75011.1 50983.5 24027.6 14358 18400.1 2910.28 13495.8 1720.42 24173.2 4684.63 internal_count=1411195 692708 718487 619472 73236 340874 522174 377613 337349 407156 329625 288901 115018 37008 47988 40724 82534 23276 11771 395385 300341 204075 96266 57487 73876 11669 54507 6967 97298 18779 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 1 3 3 2 2 2 2 2 0 3 2 2 1 2 3 0 0 2 0 0 2 2 0 split_gain=31589.1 10405.5 5214.81 2340.96 2072.4 1414.5 1239.09 833.523 791.823 704.921 702.161 1107.03 678.737 634.992 633.96 627.158 607.909 491.625 457.583 428.173 426.23 692.596 489.222 402.533 371.057 516.232 370.141 356.053 349.827 335.405 threshold=1.0000000180025095e-35 6.5000000000000009 3673.2597656250005 -3.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 4.5000000000000009 1.3535000085830691 1.0205000042915346 3673.077514648438 1682.390319824219 2404.0227050781255 8007.5161132812509 1572.3760986328127 51.500000000000007 2.1755000352859502 3673.077514648438 3618.2971191406255 -1.4999999999999998 30543.693359375004 14.476500034332277 7.5000000000000009 57.500000000000007 99992.636718750015 82.500000000000014 3.5000000000000004 3673.2597656250005 28435.229492187504 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 7 28 -1 8 9 10 13 18 11 -2 -8 -4 -9 -12 -13 -16 -5 -11 21 -10 -22 -24 -14 -26 -6 -20 -3 -21 right_child=2 3 5 6 26 -7 12 14 20 19 15 16 24 -15 17 -17 -18 -19 27 29 22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.048370864323653222 -0.013902376906094397 0.01649175079618475 -0.021157003825899329 0.0038380681976674202 0.031121070225592417 -0.041440636891919326 0.016785858143647386 -0.027455818878736448 -0.0028222099238115425 0.0062836336563400763 -0.013093940621618776 -0.0024984148840270361 0.0089864086440931291 -0.005034706117154078 -0.0078037054132064606 -0.028046708182647869 -0.014020176553496877 -0.027379756499500578 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46110 10906 41743 20013 9049 2620 33238 1603 10430 88182 internal_value=-2.58992e-06 0.00917438 -0.00881053 0.0066578 0.0307777 -0.00342697 0.0050662 -0.013668 -0.00303357 0.00351273 -0.0125927 -0.0115535 0.0105823 -0.011318 -0.0210621 -0.019976 -0.00567885 -0.0136126 0.0180585 0.0030832 -0.0020126 -0.0037046 0.00100987 -0.00248155 0.00713898 -0.00269047 0.0248789 0.0280017 0.0152378 0.00186242 internal_weight=351728 172255 179472 154283 17972.5 85126.8 130141 94345.5 84254.8 101544 82366.5 72204.2 28597.5 9244.26 11979.1 10162.2 20623.3 5532.72 2912.54 98631.4 75010.6 48089.6 26921 15424.6 18390.2 2909.56 13459.6 1714.04 24141.4 71397.3 internal_count=1411195 692708 718487 619472 73236 340874 522174 377613 337349 407156 329625 288901 115018 37008 47988 40724 82534 22147 11771 395385 300341 192475 107866 61756 73876 11669 54507 6967 97298 286106 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 1 3 2 2 3 0 2 2 0 3 2 2 0 2 1 2 3 0 0 2 0 2 0 split_gain=29741.8 9864.59 4909.85 2208.41 2001.98 1338.38 1174.42 786.556 745.339 662.968 1042.28 656.239 599.992 599.633 599.117 593.446 572.234 468.338 451.294 1040.36 433.935 415.511 401.084 645.805 484.075 383.063 356.22 353.265 339.475 459.197 threshold=1.0000000180025095e-35 6.5000000000000009 3673.2597656250005 -3.4999999999999996 1.5000000000000002 74.000000000000014 5.0659999847412118 4.5000000000000009 1.3535000085830691 3673.077514648438 1682.390319824219 1.0205000042915346 50.500000000000007 1607.8663330078127 1896.9642333984377 51.500000000000007 2.1755000352859502 3673.077514648438 15354.050781250002 48.500000000000007 3618.2971191406255 -1.4999999999999998 29513.294921875004 12.393000125885012 7.5000000000000009 57.500000000000007 7475.0764160156259 3.5000000000000004 99992.636718750015 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 4 7 -3 -1 8 11 9 12 10 -2 20 26 -9 -8 -11 -12 -15 21 -20 -5 -13 23 -10 -24 -26 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43799.235529541969 5483.7487312406301 14931.418131262064 24502.797685697675 3988.5519099533558 3854.4869093000889 14735.68024738133 4668.3279981166124 5691.5103646367788 1639.9599902927876 9287.3569026440382 3587.3055101931095 1707.0035507231951 64155.96374450624 11708.015471473336 3728.6656360030174 10640.314623996615 5132.3671115040779 3320.5215060859919 8214.0913868695498 2128.4715835899115 618.13830581307411 leaf_count=18729 206367 97298 7752 4804 21269 3525 33005 25989 175292 21945 59759 98365 15972 15423 59274 18779 22775 6576 37204 14396 6967 257139 46971 14928 42569 20581 13284 33238 8517 2503 internal_value=-2.36696e-06 0.00890812 -0.00854826 0.00646166 0.0299958 -0.00332453 0.00491616 -0.0132627 -0.00294272 -0.0122182 -0.0112088 0.00350345 -0.0109815 -0.020449 0.0106674 -0.0193965 -0.00550861 -0.01316 0.00310119 -0.00214736 0.0175617 0.00386336 -0.00195227 -0.00362037 0.000932718 -0.00249774 -0.0176421 0.0242045 0.0075331 -0.00214996 internal_weight=351520 172089 179431 154200 17889.3 85118.3 130092 94312.8 84250.4 82344.5 72192.4 104439 9241.78 11968.3 25653.5 10152.1 20622.9 5494.45 101533 12874.7 2905.29 88658.8 75008.6 47527.9 27480.7 15772.7 5253.23 13420.3 17482.3 2746.61 internal_count=1411195 692708 718487 619472 73236 340874 522174 377613 337349 329625 288901 418875 37008 47988 103299 40724 82534 21999 407104 51600 11771 355504 300341 190220 110121 63150 21036 54507 70294 11020 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 3 0 1 3 2 2 3 2 0 2 3 2 0 0 2 2 2 2 3 0 0 1 1 0 2 split_gain=28004.2 9375.83 4623.66 2101.78 1706.37 1267.42 1236.54 742.744 702.132 626.297 981.532 599.871 567.51 562.035 556.745 538.734 489.859 1047.75 514.818 480.53 412.885 408.057 382.999 611.009 489.176 402.09 345.765 338.775 319.597 305.19 threshold=1.0000000180025095e-35 4.5000000000000009 3673.2597656250005 -3.4999999999999996 5.9049999713897714 74.000000000000014 1.5000000000000002 4.5000000000000009 1.2994999885559084 3673.077514648438 1682.390319824219 1.0205000042915346 1266.0092773437502 51.500000000000007 10537.723632812502 2.1755000352859502 15354.050781250002 48.500000000000007 21.500000000000004 68603.160156250015 2225.1726074218755 3673.077514648438 36319.728515625007 17.333499908447269 6.5000000000000009 57.500000000000007 -18.499999999999996 -1.4999999999999998 54.500000000000007 3997.433227539063 decision_type=2 2 2 2 2 2 2 2 2 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 26 11 8 -1 9 14 10 -2 20 -9 -11 -4 -12 18 -18 -13 -6 -5 -14 23 -10 -24 -26 -3 -20 -15 -22 right_child=2 3 5 4 19 -7 -8 12 22 13 15 16 21 28 -16 -17 17 -19 27 -21 29 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.046464871377008027 -0.013087769504669586 0.026109788435221513 -0.018132348417176945 0.0018305473362076558 0.01418706536395632 -0.039391509208811439 0.026707856449821588 -0.026214486586637487 -0.0026866634234186076 -0.012326946341229834 -0.0023504801234556522 0.0094865205024506852 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leaf_count=18729 206367 8899 18400 4132 83557 3525 32871 24712 198281 21945 59759 53596 16700 10293 14151 22775 41009 15250 88488 17003 6130 6576 38779 9807 40595 17336 91026 230509 8486 1509 internal_value=-2.15316e-06 0.00865009 -0.00829433 0.00669264 0.00521742 -0.00322522 0.0337257 -0.0128708 -0.00285464 -0.0118559 -0.0108751 0.00360899 -0.0198583 -0.0188374 -0.0112376 -0.00534361 0.00324392 -0.00197982 0.00403328 0.0123034 0.0170754 -0.0131367 -0.00195986 -0.0034095 0.00116392 -0.00232648 0.0147335 0.00311853 -0.0264996 0.0254849 internal_weight=351292 171914 179379 159466 134744 85108.1 12448.1 94270.5 84244.9 82315.6 72175.6 109817 11954.9 10140 8124.88 20622 106919 14035.7 92883.2 24927 2898.54 5810.44 76120 51992.1 24127.9 14468 24721.1 79540.7 4657.98 1868.07 internal_count=1411195 692708 718487 641108 541183 340874 51600 377613 337349 329625 288901 440623 47988 40724 32551 82534 428852 56259 372593 100560 11771 23276 304798 208088 96710 57931 99925 318997 18779 7639 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 1 3 3 2 2 2 2 0 2 0 3 2 2 1 2 3 0 0 2 2 2 0 0 split_gain=26369.7 8931.51 4354.97 1964.95 1868.41 1201.12 1038.74 701.733 662.734 626.871 741.298 601.365 592.025 924.498 562.806 539.981 532.84 507.263 445.274 418.732 411.581 358.45 585.519 434.181 340.062 334.39 325.178 323.255 456.053 322.838 threshold=1.0000000180025095e-35 6.5000000000000009 3673.2597656250005 -3.4999999999999996 1.5000000000000002 74.000000000000014 4.7190001010894784 4.5000000000000009 1.3535000085830691 1.0619999766349795 3618.2971191406255 1896.9642333984377 3673.077514648438 1682.390319824219 50.500000000000007 1607.8663330078127 51.500000000000007 2.1755000352859502 3673.2597656250005 3673.077514648438 -1.4999999999999998 29513.294921875004 12.393000125885012 7.5000000000000009 57.500000000000007 20021.907226562504 7475.0764160156259 99992.636718750015 82.500000000000014 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 7 25 -1 8 9 12 14 10 -5 -8 13 -2 26 -9 -14 -15 -12 -17 -11 22 -10 -23 -25 -3 -4 -13 -29 -6 right_child=2 3 5 6 29 -7 11 15 21 20 18 27 16 17 -16 19 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.045598740087376757 -0.012700098809764424 0.015463458084207958 -0.026610361898364052 0.0012986940837622898 0.028874732136033324 -0.038443673161114411 0.015861338658846695 -0.025174604494138525 -0.0024411460445673094 0.0057122098039434754 0.025800959006282279 0.0082689596034894591 -0.011961743942273669 -0.0022798481273294054 -0.0018568072741483263 -0.0069776894821553716 -0.025772272506565396 -0.01280804486714111 0.0044211391681193857 -0.025096053166268509 0.0012763938537653824 0.0052709707056424202 -0.014829256477008682 -0.0054146635280332448 0.0039884951814754543 0.0056311525128669142 -0.011118639391976451 -0.0089457422695908683 0.019645327496030894 0.019291031497408198 leaf_weight=4371.2763570249081 51533.764761447906 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-3.4999999999999996 5.9049999713897714 1.5000000000000002 74.000000000000014 4.5000000000000009 12367.713378906252 1.532000005245209 1.0619999766349795 3673.077514648438 3673.077514648438 1748.5217285156252 5.4584999084472665 1320.400329589844 2.0774999856948857 71819.058593750015 51.500000000000007 15354.050781250002 51.500000000000007 27.500000000000004 3673.2597656250005 16.500000000000004 50.500000000000007 3673.077514648438 54.500000000000007 -1.4999999999999998 -18.499999999999996 16437.536132812504 decision_type=2 2 2 2 2 2 2 2 2 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 28 10 -1 8 12 9 -4 11 -5 13 -2 -11 -9 -15 -6 -14 21 -21 -12 -13 -10 -25 -17 -20 -23 -3 -30 right_child=2 3 6 4 17 -7 -8 15 23 14 19 22 18 16 -16 25 -18 -19 26 20 -22 27 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.044770299846436087 -0.01228026565959018 0.024535981360797512 -0.014468472221238201 0.0015853883403736059 0.013531469823256167 0.025226564247890174 -0.037297327343711544 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332105 289210 112105 48176 80536 100591 42895 408289 55508 352781 17423 194082 96877 23326 19331 257780 99781 90981 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 3 2 2 2 2 3 2 2 1 0 2 3 0 2 2 0 0 0 0 0 split_gain=23530.9 8019.84 3785.31 1936.45 1641.62 1083.82 717.452 607.459 597.622 698.774 569.707 694.552 567.305 548.704 512.047 497.755 494.172 745.307 481.185 469.423 396.257 392.997 368.836 368.079 347.417 848.641 459.665 347.257 315.749 465.192 threshold=1.0000000180025095e-35 3.5000000000000004 3751.9816894531255 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 3.5000000000000004 12367.713378906252 1.532000005245209 1.0619999766349795 3673.077514648438 68603.160156250015 1320.400329589844 14054.634277343752 5.4584999084472665 3673.077514648438 1748.5217285156252 -6.4999999999999991 51.500000000000007 3673.077514648438 2.0774999856948857 44.500000000000007 3673.2597656250005 15354.050781250002 51.500000000000007 27.500000000000004 7.5000000000000009 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 14 8 -1 16 9 -4 11 -6 27 -9 18 -11 17 -2 -3 -18 -15 -19 -16 -13 26 -26 -12 -5 -10 -30 right_child=2 3 5 12 10 -7 -8 13 28 15 24 23 -14 20 22 -17 19 21 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.04400168590173377 -0.011662441867914595 0.018756883326916583 -0.014041381327830138 0.020059800917908724 0.00071518305116592402 -0.036439462562646498 0.02733576486564394 -0.022407503638233489 0.0019515109589448864 -0.0016506503045827451 0.0067668370666478369 0.024713939558341728 0.0044879195057593206 -0.0066786856270491255 -0.0036422548581976303 -0.012209924468289899 -0.010947972103998217 -0.0019822688909272076 0.0098398658550885379 -0.023882592765980277 -0.021934956188516642 -0.011508583330475957 0.014569882643283062 0.0046838892308656826 -0.006864954760507907 0.010826503104231167 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347.497 329.372 326.941 798.754 432.844 297.097 438.033 287.009 428.552 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 3673.077514648438 1748.5217285156252 2.5000000000000004 12367.713378906252 1.532000005245209 1.0619999766349795 3673.077514648438 68603.160156250015 2.0774999856948857 14054.634277343752 5.9049999713897714 51.500000000000007 -6.4999999999999991 3673.2597656250005 44.500000000000007 7.5000000000000009 15354.050781250002 51.500000000000007 27.500000000000004 16.500000000000004 50.500000000000007 6088.5393066406259 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 16 10 -1 8 9 -2 11 -4 13 -6 22 -10 19 -13 -9 -3 -15 -18 -5 25 -25 -14 -12 -28 -27 -30 right_child=2 3 5 14 12 -7 -8 18 15 -11 26 17 23 20 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26 28 27 -29 29 -31 leaf_value=0.043275559692448777 -0.0108718506741287 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80597.9 48444 24197.6 58755.7 7180.52 internal_count=1410607 692198 718409 652199 525256 340863 39999 377546 330425 235183 337273 143191 404590 30092 126943 95242 120666 114453 47121 101634 16822 19032 104157 374498 50977 323521 194082 96877 235715 28805 is_linear=0 shrinkage=0.03 Tree=13 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 3 2 2 2 2 3 2 3 1 0 2 1 2 0 0 2 0 0 0 0 split_gain=20870.7 7303.69 3363.1 1725.48 1460.31 975.473 694.77 588.313 541.711 624.62 507.017 620.818 506.935 501.403 830.625 456.956 456.12 455.832 431.633 412.7 386.217 335.3 331.287 327.412 312.53 307.674 751.822 411.796 279.549 412.314 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 5.5000000000000009 12367.713378906252 1.532000005245209 1.0619999766349795 3673.077514648438 68603.160156250015 3673.077514648438 1682.390319824219 2.0774999856948857 14054.634277343752 5.4584999084472665 -6.4999999999999991 51.500000000000007 1320.400329589844 1.5000000000000002 3673.2597656250005 44.500000000000007 7.5000000000000009 15354.050781250002 51.500000000000007 34.500000000000007 16.500000000000004 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 16 8 -1 13 9 -4 11 -6 24 14 21 -16 18 -11 -3 -15 -9 -2 -13 -18 -5 27 -27 -12 -10 -30 right_child=2 3 5 12 10 -7 -8 20 28 17 25 22 -14 19 15 -17 23 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.042588364012860987 -0.009769133373766269 0.01774094837359131 -0.013238472188524392 0.018985500793866919 0.00067296621032373531 -0.03483217339487181 0.026020032407959793 -0.024206799907808222 0.0018364250036269579 -0.0016013373440846781 0.0054576561568233659 0.023437200381305746 0.004225791320170277 -0.011027402049545488 -0.0016557914263322321 -0.011435205518303375 -0.0034251011501852282 -0.011644170603034701 0.0092778932885568526 -0.023101193191735328 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54367 42510 internal_value=6.66132e-06 0.00750823 -0.00715221 0.00602847 0.00451273 -0.00283019 0.0335165 -0.0110652 -0.0025076 -0.00530872 0.00278829 0.0103424 0.0123683 -0.0102705 -0.00940963 -0.00440455 0.0103565 -0.00332579 0.0119712 -0.0164765 -0.0181581 -0.0114232 0.0181423 0.00180151 0.0141653 0.00218845 -0.00214887 0.00287275 -0.000440302 -0.00272153 internal_weight=349771 170797 178973 161603 130421 85041.6 9194.56 93931.7 84192.9 35751.1 100704 7408.27 31181.2 84467.7 74178.4 21280.7 29717.1 28599.5 24998.6 10289.3 9463.99 52897.8 4100.53 4718.43 25544 93296.1 12713.6 80582.5 48441.8 24196.9 internal_count=1410607 692198 718409 652199 525256 340863 39999 377546 337273 143191 404590 30092 126943 339269 297600 85216 120666 114453 101634 41669 38277 212384 16822 19032 104157 374498 50977 323521 194082 96877 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 2 3 3 2 2 3 2 3 1 0 2 1 2 1 0 0 0 0 0 0 0 split_gain=19656.7 6975.12 3170.42 1633.38 1337.94 929.103 685.214 541.065 519.35 497.418 584.596 478.067 434.905 782.987 430.434 420.796 417.152 411.469 390.502 383.377 358.902 329.454 316.575 293.104 290.628 281.117 264.975 263.039 388.55 247.609 threshold=1.0000000180025095e-35 3.5000000000000004 3751.9816894531255 5.4584999084472665 -4.4999999999999991 74.000000000000014 1.5000000000000002 5.5000000000000009 61458.453125000007 12367.713378906252 1.532000005245209 1.0205000042915346 3673.077514648438 1682.390319824219 2.0774999856948857 12925.947753906252 5.4584999084472665 -1.4999999999999998 51.500000000000007 1320.400329589844 -2.4999999999999996 2225.1726074218755 1.5000000000000002 54.500000000000007 8.5000000000000018 44.500000000000007 50.500000000000007 16.500000000000004 51.500000000000007 93.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 4 15 9 -1 12 20 10 26 21 13 22 -15 -3 -12 -13 -14 -9 -5 -6 -2 -20 -22 -17 -4 -11 -29 -30 right_child=2 3 5 8 11 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23153.294959276915 33676.206897825003 6060.4385916441679 15299.588236153126 5977.469449698925 2001.2824133336544 4858.6120755821466 75493.951174512506 2505.2394770681858 4798.4694513380527 8422.3638639599085 1863.3915917128325 17126.6181499511 2307.8822214007378 14234.224959731102 840.62712478637695 2786.5616395920515 13947.100370377302 9480.7004157602787 768.31048567593098 leaf_count=18795 143424 51353 17169 20693 4392 3590 21204 19301 25254 97205 92637 135792 24340 61214 24002 8076 19468 302946 10335 19289 34580 7792 68960 9416 57902 3419 11182 55794 37999 3084 internal_value=6.61608e-06 0.00729262 -0.00694152 0.00585226 0.00429509 -0.00271317 0.0328425 -0.0107141 0.0116985 -0.00239707 -0.0051186 0.00315669 -0.0099544 -0.00913262 -0.00427316 0.0125903 -0.00317517 0.0028343 -0.0155573 -0.0174949 0.0134598 0.0150591 -0.0110887 -0.0219368 0.0118465 0.00216674 -0.0128399 -0.000427114 -0.00263998 0.00179481 internal_weight=349459 170582 178877 161479 127515 84343.3 9103.27 94533.7 33963.8 83501.7 35062.4 112127 85009.9 74136.3 21277.1 15387.9 28011.9 109170 10873.6 9523.82 27716.5 2957.03 52859.3 4813.12 22656.6 2841.91 7050.51 48439.3 24196.1 10249 internal_count=1410607 692198 718409 652199 513770 338128 39999 380281 138429 334538 140456 450922 341691 297600 85216 62848 112105 438738 44091 38590 113175 12184 212384 19751 92482 11495 28351 194082 96877 41083 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 0 3 1 3 0 2 0 3 2 2 3 0 2 0 2 2 3 0 2 1 2 2 0 2 0 split_gain=18322.8 6629.61 3063.9 1490.18 1089.18 1082.16 878.414 527.24 520.987 517.446 461.999 771.511 434.926 418.128 727.925 395.33 394.523 384.241 380.101 364.648 324.55 538.658 350.316 316.087 305.616 289.383 287.552 277.598 270.758 266.03 threshold=1.0000000180025095e-35 4.5000000000000009 3673.2597656250005 -3.4999999999999996 5.9049999713897714 1.5000000000000002 74.000000000000014 5.5000000000000009 1.2994999885559084 50.500000000000007 14697.978027343752 50.500000000000007 1.0205000042915346 3673.077514648438 1682.390319824219 2.1755000352859502 26.500000000000004 2661.5908203125005 51.500000000000007 2225.1726074218755 29513.294921875004 14.476500034332277 7.5000000000000009 1607.8663330078127 1.5000000000000002 7128.9062500000009 3673.077514648438 57.500000000000007 99992.636718750015 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 -3 10 -1 8 13 9 25 12 -12 19 14 24 -16 -14 -6 -15 -5 21 -10 -22 -9 -2 -4 -25 28 -24 -20 right_child=2 3 6 4 17 -7 -8 23 20 -11 11 -13 16 18 15 -17 -18 -19 29 -21 22 -23 27 26 -26 -27 -28 -29 -30 -31 leaf_value=0.041310140683717474 -0.0092166935481408502 0.012231942183448783 -0.026044807669268158 0.0012398791154030794 0.015597496690315144 0.022167872457275528 -0.033324292359988947 -0.022447869263265311 -0.0022345861226784427 -0.00080321413375843457 -0.0062117416997024321 0.0094904289717705898 0.0068334528188625761 -0.01013734551119746 -0.0017338526265047783 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split_feature=1 0 2 0 1 3 3 3 0 1 2 3 2 2 2 3 0 2 2 1 2 3 0 1 2 0 2 0 0 2 split_gain=17258 6326.55 2888.87 1574.35 1400.56 837.253 615.959 489.592 491.872 486.737 467.636 460.451 551.917 361.594 686.333 372.459 359.143 316.224 313.97 311.246 298.117 513.983 329.716 288.69 281.649 273.357 265.484 594.008 476.832 492.57 threshold=1.0000000180025095e-35 6.5000000000000009 3751.9816894531255 1.5000000000000002 -2.4999999999999996 74.000000000000014 5.0659999847412118 1.2994999885559084 50.500000000000007 5.5000000000000009 1896.9642333984377 1.0619999766349795 3618.2971191406255 3673.077514648438 1682.390319824219 2.1755000352859502 51.500000000000007 3673.2597656250005 1607.8663330078127 -6.4999999999999991 29513.294921875004 14.476500034332277 7.5000000000000009 1.5000000000000002 6964.4814453125009 54.500000000000007 6368.3278808593759 51.500000000000007 33.500000000000007 17336.302734375004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 9 -1 19 7 11 8 24 13 -8 12 -6 14 23 -16 -15 -14 -11 -3 21 -9 -22 -2 -4 -18 -13 28 29 -28 right_child=2 4 5 -5 6 -7 10 20 -10 18 -12 26 17 16 15 -17 25 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.040721865914995409 -0.0089456889540411519 0.014357515560098677 -0.025903956629783769 0.019158682969995226 0.00042464624251743976 -0.032624774207942235 0.0137799377502294 -0.0021164643926894124 -0.00069908962406599817 -0.02185342569143426 0.0047879572117522891 0.002664133934007171 0.022128605728701158 -0.0096486815815750443 -0.0016817995681987935 -0.010601781540924679 -0.027639097502963502 0.0035290263040022741 -0.010939476237033839 0.0082616312091684987 0.0048771684977513717 -0.015843718099029489 -0.0017553813880609973 -0.013683552437597455 -0.010261564438031518 -0.013274643185563107 0.0066059119207060582 0.0074620142207465906 -0.010911914463282093 -0.006092730632393681 leaf_weight=3984.2792422771454 35668.244504109025 11276.782735735178 1582.2832391262054 12958.186633735895 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74.000000000000014 1.5000000000000002 3.5000000000000004 1.2994999885559084 50.500000000000007 15354.050781250002 51.500000000000007 61458.453125000007 1.0205000042915346 26.500000000000004 1320.400329589844 3673.077514648438 3673.077514648438 1682.390319824219 51.500000000000007 2225.1726074218755 25796.883789062504 12.393000125885012 7.5000000000000009 85.500000000000014 2.1755000352859502 7.5000000000000009 7128.9062500000009 54.500000000000007 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 7 -3 10 8 -1 17 9 27 13 -12 26 20 -15 -9 -17 18 -2 -19 -5 22 -10 -23 -14 -20 -6 -4 -21 -16 right_child=2 3 5 4 12 -7 -8 15 21 -11 11 -13 24 14 29 16 -18 19 25 28 -22 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.04016154521372059 -0.0097786879231084346 0.013017291266228068 -0.024691026108130398 0.0020628892069819832 0.01655604257389361 -0.031949812684890777 0.023422690003786169 -0.019041388161330591 -0.0019632764446274819 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15412.689277738333 2946.1621438115835 1947.1395697742701 51134.453519552946 leaf_count=18849 197478 76519 6810 4437 30117 3565 21178 33544 172296 14057 43877 15309 18461 92318 93194 21038 8334 20657 56563 9993 7498 49915 11713 70607 3260 22064 63011 11826 8007 205233 internal_value=2.44982e-06 0.00663641 -0.00632076 0.00531077 0.00430571 -0.00243077 0.0308494 -0.00985066 -0.00214545 -0.00895479 0.00290089 -0.00196519 0.0100542 0.00361855 0.00329475 -0.0146785 -0.00979126 -0.00889575 -0.0081502 -0.0143084 0.0145738 -0.00141876 -0.00291312 0.000867675 0.00248971 -0.00407676 0.0118429 -0.0151874 -0.0206696 0.00219834 internal_weight=348759 170197 178561 161363 142746 84947.8 8834.44 93613.6 84134.6 8112.95 114713 14743.7 28033.5 99969 97099.1 15458.4 7291 78155.2 68693.3 9461.94 2869.94 76021.6 45974 30047.6 5361.03 19619 22672.5 4609.71 4329.09 74208.8 internal_count=1411728 693261 718467 653234 576715 340789 40027 377678 337224 32693 461866 59186 114849 402680 390745 62916 29372 314762 276105 38657 11935 304531 184009 120522 21721 78627 93128 18636 18000 298427 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 2 3 2 3 2 2 2 0 1 3 1 1 2 0 0 0 2 0 0 2 split_gain=15311.2 5804.46 2568.4 1314.42 1148.83 756.599 672.24 459.521 442.456 503.724 437.357 403.007 512.105 398.235 372.238 360.904 656.544 344.353 343.95 343.268 316.871 302.594 297.362 273.555 268.172 303.673 266.393 603.676 319.6 262.595 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 6.5000000000000009 12367.713378906252 1.532000005245209 68603.160156250015 1.0619999766349795 3618.2971191406255 5.9049999713897714 13771.215820312502 3673.077514648438 1682.390319824219 51.500000000000007 -6.4999999999999991 2.1755000352859502 -1.4999999999999998 1.5000000000000002 3673.2597656250005 50.500000000000007 85.500000000000014 6.5000000000000009 15354.050781250002 51.500000000000007 26.500000000000004 6233.4113769531259 decision_type=2 2 2 2 2 2 2 2 2 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 14 8 -1 15 9 -4 20 12 -6 -11 18 16 21 -17 -3 -18 -5 -2 -14 -16 25 -12 28 -28 -13 -30 right_child=2 3 5 10 11 -7 -8 -9 -10 13 24 26 22 -15 23 17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.03962705599455562 -0.008395739611951572 0.015684872974253864 -0.011732543238946952 0.017251606315480443 0.00032535058326429414 -0.031297586508117647 0.022868118697988205 -0.016628167023232308 -0.00021011016996149568 -0.0013768950601234825 0.0093519010092975342 0.0056749153183708349 0.021315232704932564 -0.011442324440251093 -0.00282202769402899 -0.0092958695863407954 -0.0015529154247796292 -0.020281891790782523 0.0080983583214711413 -0.010056958758826335 0.010075803596513064 -0.01316127856514584 0.0032548637598193478 0.013617104998905057 0.01944886822997385 -0.0058320510935342112 -0.0061272329095044629 0.0088082672251872957 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250.202 243.205 238.263 292.464 threshold=1.0000000180025095e-35 4.5000000000000009 3751.9816894531255 -4.4999999999999991 1.5000000000000002 5.0659999847412118 74.000000000000014 2661.5908203125005 6.5000000000000009 1.2994999885559084 50.500000000000007 1.0619999766349795 3618.2971191406255 -1.4999999999999998 3673.077514648438 1682.390319824219 5.9049999713897714 51.500000000000007 1.5000000000000002 3673.2597656250005 374.68469238281256 29513.294921875004 14.476500034332277 7.5000000000000009 57.500000000000007 99992.636718750015 6964.4814453125009 54.500000000000007 99992.636718750015 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 4 8 -3 -1 11 9 -7 14 10 26 12 -5 -13 15 18 -17 -16 -2 -14 -10 22 -11 -23 25 -25 -4 -19 -9 -30 right_child=2 3 6 5 -6 7 -8 28 20 21 -12 13 19 -15 17 16 -18 27 -20 -21 -22 23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=0.039116472304514135 -0.0081493796815733828 0.012075493412659122 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18050.986657947302 1268.5289403945208 5374.0048446506262 11690.311320275068 2587.6721854358912 7645.858061209321 5117.6588114351034 3171.3423791229725 2995.477078333497 2358.8462279289961 3304.4799692332745 627.07502548396587 leaf_count=18849 143335 75397 6454 15471 32744 40642 3565 70540 9527 180788 13952 127064 12660 278912 24973 76134 11261 10308 73245 5119 21864 47017 10446 30588 20546 12687 12041 9736 13284 2579 internal_value=2.5773e-06 0.00626166 -0.00595519 0.00480736 0.0265114 0.00385936 -0.00225989 0.00840439 -0.00926322 -0.0019884 -0.00845412 0.00256497 0.00883963 0.00206038 -0.00866496 -0.00797684 -0.00371333 -0.0133917 -0.00970934 0.0152994 -0.0160085 -0.00129908 -0.00262827 0.000999555 -0.00164321 -0.00428508 -0.0145625 -0.0192511 0.00597514 -0.000690286 internal_weight=348077 169746 178331 158372 11374 140099 84234.7 31054.8 94096.1 83437.3 8038.41 109044 8116.34 100927 86430.3 75446.8 21799.8 10983.5 53647 4268.47 7665.82 75398.9 47773.7 27625.2 15934.9 10817.2 4562.62 4790.57 21200.7 3931.55 internal_count=1411728 693261 718467 641668 51593 566271 338084 127045 380383 334519 32447 439226 33250 405976 348992 303975 87395 45017 216580 17779 31391 302072 191234 110838 63821 43275 18495 20044 86403 15863 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 1 2 3 2 3 2 2 1 2 2 2 0 2 0 1 3 2 0 0 0 3 0 split_gain=13504.1 5345.62 2226.79 1189.74 986.454 667.757 619.772 394.938 383.353 395.325 357.696 441.444 355.717 383.14 329.384 333.838 308.124 304.107 439.987 286.507 283.907 283.183 278.521 255.265 252.286 567.58 321.197 248.851 238.173 233.31 threshold=1.0000000180025095e-35 3.5000000000000004 3751.9816894531255 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 68603.160156250015 3.5000000000000004 1320.400329589844 1.0619999766349795 3673.077514648438 1.2994999885559084 7656.2912597656259 14054.634277343752 -6.4999999999999991 3673.077514648438 3673.077514648438 1682.390319824219 51.500000000000007 3673.2597656250005 48.500000000000007 -1.4999999999999998 5.4584999084472665 14697.978027343752 51.500000000000007 21.500000000000004 54.500000000000007 2.0774999856948857 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 6 8 4 14 12 -1 22 17 -10 11 -6 13 -4 15 -3 28 18 -2 -19 -13 -16 -5 -20 26 -26 -12 -21 -11 -17 right_child=2 3 5 7 10 -7 -8 -9 9 16 24 20 -14 -15 21 29 -18 19 23 27 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.038487290923206401 -0.0089023557358583714 0.014921523175525139 -0.016400412145676682 0.016294380871892639 0.0003875329546369326 -0.029759175735001867 0.022140124408401348 0.002938251565646074 -0.017845605428808625 -0.0015560194556146344 0.0067682900271798267 0.02016916517812499 -0.0013361271862117735 -0.0028800463150434846 -0.0033760663693627956 0.012538302959099988 -0.017860921998345582 -0.0084233671689686231 -0.0021899619343686955 -0.025295192999926105 0.0024570120119563428 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internal_value=-1.57211e-05 0.00605521 -0.00577414 0.00482965 0.0035726 -0.00223357 0.0292514 0.0101288 -0.00894667 -0.0132628 0.0021595 0.008544 -0.00197463 -0.00797699 0.0084083 0.00978958 -0.00824575 -0.00809719 -0.00738533 -0.0129872 0.015196 0.00110364 0.0117327 -0.00358215 0.00165798 -0.00219922 0.00228946 -0.018642 -0.00434157 0.00742012 internal_weight=347655 169235 178420 160743 129923 84319.3 8492.75 30819.8 94100.8 15474.5 100542 7322.54 83533.4 8031.6 29380.8 24708.5 7387.21 78626.2 68634.7 9991.57 4033.22 4672.27 25199 19570.8 93219.6 13114.3 80105.3 4462.39 5253.89 16903.8 internal_count=1411370 692042 719328 652265 525240 338524 39777 127025 380804 63342 404773 30072 334975 32454 120467 101528 29837 317462 276405 41057 16865 18939 104182 78482 374701 52638 322063 18763 21081 69046 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 3 2 1 3 2 2 2 3 3 2 2 3 1 2 2 0 1 2 0 0 1 0 0 0 split_gain=12720.1 5125.92 2099.89 1353.71 1052.79 635.957 429.027 459.398 367.313 362.155 417.678 346.148 344.701 414.497 335.538 296.605 480.506 293.701 273.503 282.568 269.602 260.058 255.568 246.769 240.814 236.747 252.915 235.167 231.546 379.449 threshold=1.0000000180025095e-35 6.5000000000000009 3751.9816894531255 1.5000000000000002 -2.4999999999999996 74.000000000000014 4.7190001010894784 2362.8337402343755 4.5000000000000009 1.0619999766349795 3673.077514648438 1320.400329589844 12367.713378906252 1.532000005245209 5.0659999847412118 3673.077514648438 1682.390319824219 5.4584999084472665 -17.499999999999996 21922.121093750004 3673.2597656250005 51.500000000000007 4.5000000000000009 3673.077514648438 54.500000000000007 23.500000000000004 -6.4999999999999991 44.500000000000007 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 3 8 -1 18 12 9 -8 15 10 -6 -10 13 22 -15 16 -2 -18 -3 25 -12 -17 -4 -13 -23 -20 -27 -21 -14 -30 right_child=2 4 5 -5 6 -7 7 -9 11 -11 20 23 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4119.0604530721903 24235.838616982102 22071.876439332962 5981.6957497745752 5826.3795026838779 17714.3843947649 2872.0622251778841 6211.0411709845066 3150.8316430747509 1132.1825987249613 2387.4207755476236 1200.6579109430313 1686.6526204198599 2194.8846841305494 6106.5916177928448 14947.381134822965 1008.6671932935715 14001.80653244257 10216.407220542431 leaf_count=18708 206998 9206 23555 54285 13207 3549 38539 68438 24894 343849 12298 16532 97252 88296 24013 23514 70959 11608 25611 12720 4567 10252 4875 6953 9094 25409 61081 4124 56027 40957 internal_value=-1.51357e-05 0.00588186 -0.00560474 0.0218596 0.00417346 -0.002167 0.00284972 0.00624272 -0.00868798 0.00189393 0.00830385 -0.0136464 -0.00191556 -0.00418076 -0.00254938 -0.00797871 -0.00729284 -0.00342167 0.0088615 0.00814641 0.0147914 -0.0127116 -0.0107006 -0.0084334 -0.0180587 0.00925754 0.00773917 0.000863062 -0.000275911 -0.0023505 internal_weight=347312 169009 178303 16325.6 152683 84305 119064 26168.3 93998.1 92895.5 7308.77 11763.1 83527.2 35073.1 28053.6 82235 71826.3 20586.4 33619.2 31424.5 4019.53 10408.7 7019.56 5805.71 4582.31 27265 21054 4159.5 48454.1 24218.2 internal_count=1411370 692042 719328 72993 619049 338524 480898 106977 380804 373921 30072 48379 334975 140739 112309 332425 289565 82567 138151 128945 16865 42860 28430 23485 19346 112101 86490 16844 194236 96984 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 2 1 3 2 3 3 2 1 2 2 3 2 0 0 0 2 0 0 1 2 2 1 0 split_gain=11981.6 4922.33 1980.1 1066.58 875.43 605.779 604.029 370.949 351.076 325.854 324.457 390.739 316.474 302.396 300.868 289.58 543.992 305.535 272.057 267.508 266.733 257.413 256.912 534.037 264.994 251.904 247.63 241.911 241.622 217.878 threshold=1.0000000180025095e-35 3.5000000000000004 3751.9816894531255 5.9049999713897714 -2.4999999999999996 74.000000000000014 1.5000000000000002 94085.273437500015 6.5000000000000009 1.0205000042915346 12367.713378906252 1.532000005245209 5.4584999084472665 14054.634277343752 -6.4999999999999991 3673.077514648438 1682.390319824219 5.4584999084472665 374.68469238281256 51.500000000000007 8.5000000000000018 48.500000000000007 14697.978027343752 50.500000000000007 21.500000000000004 1.5000000000000002 2225.1726074218755 3673.2597656250005 4.5000000000000009 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 6 8 4 13 10 -1 20 15 26 11 28 -13 14 -3 16 25 -18 -10 -17 -5 -15 24 -24 -11 -2 -6 -28 -4 -12 right_child=2 3 5 7 9 -7 -8 -9 18 22 29 12 -14 21 -16 19 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.037568702120483397 -0.0073909798105461734 0.014137936852226881 -0.0078631904064500168 0.014780563607288345 -1.1836601738337609e-05 -0.028594782630027252 0.021221015774983563 0.0019346466648983598 -0.023295301619347824 0.0064482611937808467 0.0017433754049363142 -0.0010091825179874884 -0.0094091413181454538 -0.0033453148134585005 0.0069997348541352231 -0.0083492699965672657 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19649 13792 69046 25047 75429 11818 21859 20093 64738 5147 39273 13998 291132 73337 5827 1484 4875 96984 internal_value=-1.45739e-05 0.00571325 -0.00544055 0.00454791 0.00335824 -0.00210257 0.0282358 0.00957567 -0.00843688 0.00202788 -0.0018584 -0.00405645 -0.00247307 0.00792171 0.00924858 -0.00789159 -0.00722939 -0.0032281 -0.0146081 -0.0124536 0.0109985 0.000919747 0.00174919 -0.00213214 0.00235782 -0.00885356 0.0125003 0.0193387 -0.0103905 -0.000267654 internal_weight=346967 168789 178179 160485 129777 84284.2 8303.65 30707.9 93894.4 100484 83514.4 35064 28051.7 29293.5 24626.7 86271.4 75336 21750.9 7622.98 10935.5 25887.4 4666.75 97879.1 13268 84611.1 53585 2604.73 1684.23 7012.28 48450.5 internal_count=1411370 692042 719328 652265 525240 338524 39777 127025 380804 404773 334975 140739 112309 120467 101528 349363 304223 87247 31441 45140 107390 18939 393768 53271 340497 216976 11005 7311 28430 194236 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 2 1 2 3 2 3 3 3 2 0 2 1 1 2 0 2 0 0 2 0 0 2 split_gain=11286.1 4711.27 1868.7 1007.06 825.826 600.385 576.046 359.799 700.61 589.427 351.178 315.011 312.13 369.376 310.805 308.789 386.943 288.474 285.866 285.21 261.563 248.161 240.928 229.663 227.059 260.086 221.951 503.504 290.23 242.485 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 5.9049999713897714 -2.4999999999999996 1.5000000000000002 74.000000000000014 3673.077514648438 1682.390319824219 2.5000000000000004 68603.160156250015 2.1755000352859502 12367.713378906252 1.532000005245209 5.4584999084472665 1.0619999766349795 3673.077514648438 47.500000000000007 13196.084960937502 -6.4999999999999991 -1.4999999999999998 3673.2597656250005 48.500000000000007 8173.5148925781259 85.500000000000014 6.5000000000000009 14697.978027343752 51.500000000000007 34.500000000000007 5808.2832031250009 decision_type=2 2 2 2 2 2 2 2 2 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 18 -1 12 8 9 -2 20 -10 13 23 -15 16 -6 -9 19 -3 -5 -18 -20 -4 25 -12 28 -28 -17 -30 right_child=2 3 6 10 15 -7 -8 17 11 -11 24 -13 -14 14 -16 26 21 -19 22 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.037136422935210293 -0.0077316968215895877 0.013824307151719093 -0.014452223367045684 0.015264127533704578 0.00029477365209787713 0.020727242607889072 -0.028036606981181395 -0.0068224682778797313 -0.0013002569632274814 -0.015110136320173164 0.008338607755269305 -0.0091950234538824595 -0.00025962981132267651 -0.0010100743378417378 -0.0092805190246262499 0.0042736330965829454 0.018889996985805662 -0.016793869880348696 -0.002910036208544603 0.0068290690958031476 0.0087076251029145641 0.002297482075729359 0.012174355397445519 -0.0034161209697825593 0.017723262703125877 -0.0057549056965348353 -0.0055656938392776569 0.0079056938172019919 0.0014304186252193873 -0.0049247814242340581 leaf_weight=3497.4246037602425 44939.435749784112 7646.477598413825 4286.6001468449831 8089.1863318681717 3288.5021489113569 4708.3824107944965 761.62162899971008 4069.6218889057636 18321.534283041954 12441.886082097888 2022.2790123969316 6051.0135145634413 48449.280031278729 23698.063026070595 4942.4299047738314 32615.521581456065 2863.5679349154234 7286.2335451245308 3601.140145778656 16707.380867749453 16952.357190147042 1131.9115284532309 1295.8881924748421 2809.2918087095022 763.90584740042686 2824.3544507324696 9751.4670979678631 3356.4921190291643 41228.541227966547 6218.3969199210405 leaf_count=18708 181634 32111 17521 33753 13207 21069 3549 16520 73316 51575 8351 24466 194236 94802 19875 131483 12298 30553 14556 68459 70429 4567 5341 11281 3149 11343 39017 13621 165622 24958 internal_value=-1.40227e-05 0.00554968 -0.00528108 0.00441513 0.0032594 0.0277211 -0.00206346 -0.00821662 -0.00752158 -0.00933155 0.00930564 -0.0032603 -0.00182848 -0.00395543 -0.00243729 0.00196767 0.00791637 -0.0132204 0.0076955 0.00902539 0.0108256 0.0141894 0.00108171 -0.010083 0.00252168 0.000125674 0.0015026 -0.00211614 0.00209507 0.000597506 internal_weight=346620 168563 178057 160357 129705 8205.81 84947.3 93109.7 81753.9 57381.3 30652.1 24372.5 84185.7 35736.4 28640.5 100454 7283.98 11355.9 29250.9 24353.9 25041.5 3995.48 4897.03 7095.89 5610.54 4846.63 93170.4 13108 80062.5 47446.9 internal_count=1411370 692042 719328 652265 525240 39777 341264 378064 330991 233209 127025 97782 337715 143479 114677 404773 30072 47073 120467 100570 104182 16865 19897 28802 22843 19694 374701 52638 322063 190580 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 3 2 2 3 3 2 2 1 3 0 0 2 2 0 0 1 1 0 0 2 split_gain=10631.2 4509.7 1762.23 955.792 746.097 596.91 548.891 390.24 343.266 313.382 310.847 295.956 293.841 348.345 294.041 280.198 483.843 279.833 277.198 249.529 248.962 269.29 242.047 233.521 261.04 227.592 227.396 205.003 357.068 209.46 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 5.0659999847412118 -4.4999999999999991 1.5000000000000002 74.000000000000014 61458.453125000007 6.5000000000000009 -2.4999999999999996 1.0205000042915346 9587.6123046875018 12367.713378906252 1.532000005245209 5.0659999847412118 3673.077514648438 1682.390319824219 -1.4999999999999998 5.4584999084472665 51.500000000000007 7.5000000000000009 1682.390319824219 374.68469238281256 83.500000000000014 7.5000000000000009 1.5000000000000002 4.5000000000000009 16.500000000000004 51.500000000000007 89063.015625000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 4 11 -1 12 9 15 -5 -6 -3 13 26 -15 16 25 -12 -18 -17 -11 -22 -10 24 -9 -2 -4 29 -29 -14 right_child=2 3 6 7 10 -7 -8 23 22 20 17 -13 27 14 -16 19 18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.036720472548440831 -0.0069479259448292719 0.011645549349466962 -0.0073609367822913222 0.016465187583240788 0.011923705713966309 0.020245695590693065 -0.027493071289453053 0.006821921082186707 -0.022346936334207767 0.013532107276420681 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14000.152176648378 10216.608974948525 8569.7548458427191 leaf_count=18708 143639 47833 23877 22976 12128 21069 3549 10354 9582 27827 132009 13588 62817 90416 24261 23327 75429 294751 11818 19346 28098 46351 21586 3776 12574 73337 4925 56027 40957 34435 internal_value=-1.34882e-05 0.00539092 -0.00512636 0.00428632 0.00302315 0.0272189 -0.00200207 0.00853653 -0.00797933 0.00997947 0.00216483 0.00935693 -0.00177389 -0.00383806 -0.00236439 -0.00743879 -0.00680412 0.00190129 -0.00303056 -0.0120868 0.00853704 0.00671825 -0.0141245 0.00190598 -0.000371039 -0.00833835 -0.00979304 -0.000251839 -0.00220393 0.00169896 internal_weight=346267 168334 177933 160226 123517 8108.18 84928 36709.4 93004.7 30148.5 108776 14740.7 84174.5 35725 28638 85485.2 75215 105916 21741.1 10270.2 24663.4 18080.1 7519.47 6560.9 5646.91 53473.9 7086.99 48449.6 24216.8 24232.8 internal_count=1411370 692042 719328 652265 500309 39777 341264 151956 378064 125252 438888 61421 337715 143479 114677 346896 304223 426760 87247 42673 102276 74449 31168 26704 22928 216976 28802 194236 96984 97252 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 3 1 2 2 1 3 2 0 3 2 3 3 2 0 0 0 2 2 2 0 0 2 0 split_gain=10120.9 4360.49 1700.65 917.658 596.962 565.826 526.291 493.124 338.726 331.087 581.69 480.98 302.152 350.55 290.762 275.297 273.743 326.614 312.222 254.681 327.436 296.303 226.828 226.296 211.602 254.146 194.026 338.014 218.313 722.307 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 -1.4999999999999998 1.5000000000000002 74.000000000000014 6.4175000190734872 12.393000125885012 -7.4999999999999991 3673.077514648438 1748.5217285156252 2.5000000000000004 1.0619999766349795 3618.2971191406255 46.500000000000007 2.0774999856948857 12367.713378906252 1.532000005245209 6.4175000190734872 83842.167968750015 20.500000000000004 55.500000000000007 50.500000000000007 3673.2597656250005 997.99557495117199 7303.1936035156259 16.500000000000004 48.500000000000007 89063.015625000015 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 4 9 7 -1 16 12 8 -3 10 11 -2 13 -5 -11 -12 17 22 -19 20 -10 -21 -4 -15 -22 -26 28 -28 29 -18 right_child=2 3 5 6 -6 -7 -8 -9 19 14 15 -13 -14 23 -16 -17 26 18 -20 21 24 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.03642145521816495 -0.0073069141613880655 0.011881256976092467 -0.013818327343883262 -0.00053675082274910854 0.019874663886611556 -0.027876020706801959 0.0069640246635584878 0.018518674877301036 0.010950119395500325 -0.0058598408390784715 -0.0012864047062246303 -0.013949967239514105 0.00087454476780435047 0.018863634744465892 -0.016039557810451081 -0.0087220069567911368 -0.021979461254441612 -0.0010774978515095542 -0.010636187312825719 -0.011804135018381899 0.0016614752300366602 0.020765043483854894 -0.0028202032130869741 0.0016953766417205579 0.0084565156385415768 0.0017363042709723079 -0.0052793776275343977 0.0018558192713774508 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301.019 214.239 210.65 200.839 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 -1.4999999999999998 1.5000000000000002 74.000000000000014 16.500000000000004 7.5000000000000009 61458.453125000007 -7.4999999999999991 3673.077514648438 1748.5217285156252 2.5000000000000004 49.500000000000007 5339.5974121093759 33.500000000000007 46.500000000000007 24919.096679687504 2.0774999856948857 2449.139526367188 51.500000000000007 12367.713378906252 1.532000005245209 5.4584999084472665 83842.167968750015 20.500000000000004 55.500000000000007 50.500000000000007 44.500000000000007 955.99880981445324 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -1 21 8 -3 -5 -9 11 12 -2 14 28 17 -12 -16 -13 -15 -21 22 27 -24 25 -11 -26 -4 -8 -27 right_child=2 3 5 6 -6 -7 13 9 -10 24 16 18 -14 19 15 -17 -18 -19 -20 20 -22 -23 23 -25 26 29 -28 -29 -30 -31 leaf_value=0.036035788271295506 -0.0070935093147796724 0.0182460572748494 -0.013429491669017734 0.0079922299084202817 0.019414401871947238 -0.027352021261588099 0.0025224279342787033 0.011554604808919408 -0.0021198297373767358 0.010641205047678287 -0.0056883153447105815 -0.001247818231548251 -0.013569343746531605 0.00036602299436966715 0.0045443343035615601 -0.011444574598545351 -0.015613306521425967 -0.0057435718925219412 -0.0084686120059565828 0.015226977172941265 0.0043539612745275074 -0.00020455352211989049 -0.00079427016129562586 -0.0088667270421205636 -0.01144504158021205 0.0015887958179775406 0.019657965769590627 -0.0027362050237269213 -0.0031994542978242648 0.0061773123681113659 leaf_weight=3316.4451134204865 45210.182051703334 3114.1016721278429 4248.4903053045273 18440.809846445918 4642.6166018247604 740.32289661467075 30398.630218744278 8808.5993802249432 3587.2932052761316 9256.5066318660975 3808.8820381611586 17717.657908692956 12490.012165591121 10589.421794861555 6027.4931685626507 5385.9669737070799 7456.5022581368685 3782.0207173079252 5992.8580890148878 2911.6776958554983 11656.780709132552 48373.665894716978 23673.811631903052 4915.0094119310379 1392.2338598072529 13435.268149793148 350.56336139142513 2795.9600447118282 7153.2758493721485 23781.428767457604 leaf_count=18792 183165 13221 17421 76756 21208 3565 122171 37064 14567 38210 15501 70902 52179 42601 24229 21570 31548 15129 24287 12463 47081 193954 94703 19798 5582 54697 1452 11274 28771 97037 internal_value=1.20353e-05 0.00513308 -0.00483792 0.00407862 0.0263403 -0.00185532 0.00236722 0.00692248 0.00634547 0.0063041 -0.00756534 -0.00691604 -0.00849529 0.00124235 -4.13232e-05 -0.00368343 -0.0122576 0.000577871 -0.00307288 0.00393377 0.00652706 -0.00163063 -0.00356658 -0.00218209 0.00534488 0.0057399 -0.00518868 -0.0091853 0.00143246 0.00452085 internal_weight=345454 168031 177423 160072 7959.06 84747.3 99933.4 60138.7 22028.1 57024.6 92676.1 81410.7 57700.2 77905.3 52747.4 15195.5 11265.4 9809.51 23710.5 25157.9 14568.5 84006.9 35633.3 28588.8 48216 46473.2 1742.8 7044.45 37551.9 37216.7 internal_count=1410898 692601 718297 652601 40000 340715 405338 247263 91323 234042 377582 330533 235344 314015 211870 60928 47049 39358 95189 102145 59544 337150 143196 114501 196978 189944 7034 28695 150942 151734 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 3 3 0 1 1 3 2 3 0 3 0 1 2 2 2 3 3 0 2 2 0 0 0 1 2 split_gain=8979.97 3997.62 1512.3 816.44 590.765 514.371 481.153 443.812 302.016 297.75 259.659 245.083 542.849 281.902 248.192 450.807 255.68 240.344 346.077 231.701 229.064 221.156 213.092 272.069 210.377 297.368 271.905 204.808 328.807 190.177 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 -1.4999999999999998 1.5000000000000002 74.000000000000014 10.80550003051758 7.5000000000000009 -7.4999999999999991 5.5000000000000009 1.0205000042915346 25796.883789062504 12.393000125885012 7.5000000000000009 1.8174999952316286 50.500000000000007 3.5000000000000004 3673.077514648438 1682.390319824219 374.68469238281256 5.9049999713897714 1.1980000138282778 52.500000000000007 99992.636718750015 79002.019531250015 20.500000000000004 55.500000000000007 51.500000000000007 1.5000000000000002 997.99557495117199 decision_type=2 2 2 2 2 2 2 2 2 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 7 -1 11 10 -3 -9 17 -5 12 14 -13 15 16 -4 18 -2 -11 -20 27 23 -15 25 -10 -26 28 -19 -27 right_child=2 3 5 6 -6 -7 -8 8 24 19 -12 13 -14 22 -16 -17 -18 21 20 -21 -22 -23 -24 -25 26 29 -28 -29 -30 -31 leaf_value=0.035663408031049088 -0.0075014843627932547 0.017776468888945497 -0.0066840964755498855 0.01194791031133869 0.018964927724271528 -0.026840627367901444 0.0087068652916389641 0.011236869207351443 0.010421449030288911 -0.019674630187306297 0.001370505587840948 0.0040416381537906288 -0.015414405461540782 -0.0014079697268494567 -0.00070899631786818288 0.0010040226792802059 -0.01842720864476486 -0.0023643753231337864 -0.0017640656240449928 -0.0093240548201592652 -0.01110711714990475 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internal_value=1.18023e-05 0.00498597 -0.00469624 0.0039594 0.0258709 -0.00180015 0.00229735 0.0067234 0.00612175 -0.00734696 0.00162096 -0.00158195 -0.00281955 0.000539918 -0.00208837 -0.00531801 -0.0095947 -0.00678159 -0.00618937 -0.0124672 -0.00295702 -0.0111629 -0.00180157 -0.00404003 0.00518887 0.00558847 -0.00464619 -0.0158072 -0.0097896 0.00439233 internal_weight=345110 167812 177298 159950 7862.08 84727.3 99886.4 60063.6 56962.9 92570.4 90351.7 83995.4 53052.1 30943.3 50141.2 15006.1 8951.01 83365.3 73438.6 9205.03 21203.8 9926.7 18543.7 12491.7 48176.7 46295.6 1881.01 4782.22 2465.71 37110.9 internal_count=1410898 692601 718297 652601 40000 340715 405338 247263 234042 377582 365289 337150 212981 124169 201189 60596 36277 339161 297601 38421 85155 41560 74287 49993 196978 189383 7595 20305 10042 151394 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 0 2 3 2 2 1 0 2 0 2 0 1 2 2 0 1 2 0 3 2 3 3 0 0 0 split_gain=8458.41 3827.94 1425.95 777.518 588.394 587.721 548.104 490.486 285.394 494.349 422.43 276.936 296.028 525.212 268.528 508.21 342.742 264.141 257.19 255.348 252.377 242.834 283.493 237.843 233.905 283.81 253.019 217.264 201.236 199.138 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 16.500000000000004 -1.4999999999999998 1.5000000000000002 58311.849609375007 74.000000000000014 3673.077514648438 1748.5217285156252 2.5000000000000004 49.500000000000007 5339.5974121093759 33.500000000000007 11270.709472656252 48.500000000000007 -6.4999999999999991 594.21514892578136 24919.096679687504 46.500000000000007 -1.4999999999999998 2449.139526367188 51.500000000000007 2.0774999856948857 12367.713378906252 1.2994999885559084 6.4175000190734872 49.500000000000007 6.5000000000000009 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 5 8 6 14 -1 20 24 9 10 -2 12 29 18 16 -16 -5 -18 -14 -10 -3 -13 -23 -11 25 27 -27 -4 -8 -6 right_child=2 3 7 4 11 -7 28 -9 19 23 -12 21 13 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.035303414477065947 -0.0066686502325521615 0.013783817503544474 -0.015755716028344104 0.012334366807307231 0.0022747824431927112 0.01852581556723739 0.007018185304478554 -0.026341076578124439 -0.0053026727612308922 -0.0011225766636000199 -0.012915210438085937 0.00028896055741418301 0.0043685033625430574 -0.011139869076610879 -0.0045265604657515864 0.011123746139175938 0.0015559391666869437 0.0071249616515034571 -0.0056125494824717419 -0.014866757601810233 0.0076716246495798788 0.014660988698664022 0.0041729759552264715 -0.0080410421549844922 -0.00017625356260606603 -0.0012814931578110848 -0.0098607695764122566 -0.0035208859316051555 -0.0046330094692170667 -0.0038057061218019837 leaf_weight=3187.1163858175278 45133.96574626863 9108.9433311969042 2699.1586336344481 7156.3223964720964 31826.185818955302 4578.7339653968811 2081.5499282628298 723.55760402977467 3802.2267941683531 17716.310467645526 12426.054411992431 10587.454096421599 6025.3103939890862 5387.1508354842663 5785.333269700408 2757.4795622527599 12066.612220436335 21014.056039020419 3781.9076520353556 7406.1389676481485 18283.800845220685 2896.1473854780197 11649.943721115589 5982.2167745232582 48366.501288935542 26885.355162024498 3496.1287789046764 2531.3299745023251 3715.7689458727837 5718.5276689827442 leaf_count=18792 183165 38450 11200 30441 127931 21208 8674 3565 15501 70902 52179 42601 24229 21570 23389 11382 49080 85938 15129 31548 76290 12463 47081 24287 193954 107590 14140 10266 14942 23011 internal_value=1.15594e-05 0.00484262 -0.0045588 0.0038433 0.0027722 0.0254114 0.00793057 -0.00174673 -0.00713473 -0.00651573 -0.00801716 0.00115384 -8.1194e-05 -0.00361428 0.00535578 0.000525101 0.00638139 0.00509359 0.000519561 -0.0116223 0.00970412 0.00374538 0.00626115 -0.002869 -0.00153483 -0.00337998 -0.00226875 -0.00983459 -0.000449603 0.00134865 internal_weight=344777 167608 177169 159842 126652 7765.85 33190.1 84702 92466.9 81258.5 57560 77872.6 52739.1 15194.4 48779.8 8542.81 40237 33080.7 9807.22 11208.4 27392.7 25133.5 14546.1 23698.5 83978.5 35612 30381.5 5230.49 5797.32 37544.7 internal_count=1410898 692601 718297 652601 514245 40000 138356 340715 377582 330533 235344 314015 211870 60928 200230 34771 165459 135018 39358 47049 114740 102145 59544 95189 337150 143196 121730 21466 23616 150942 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 1 1 2 3 2 3 0 3 0 1 2 2 2 0 2 2 2 2 3 0 3 0 2 split_gain=7967.56 3665.29 1344.69 734.846 686.896 584.677 467.744 277.369 224.217 231.517 221.834 221.687 504.847 265.307 226.177 416.002 240.571 215.208 214.317 307.894 213.472 584.694 240.863 211.575 215.658 208.431 207.025 203.759 200.517 256.076 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 12.393000125885012 -2.4999999999999996 1.5000000000000002 74.000000000000014 5.5000000000000009 -18.499999999999996 23400.180664062504 1.0205000042915346 25796.883789062504 12.393000125885012 7.5000000000000009 1.8174999952316286 50.500000000000007 3.5000000000000004 374.68469238281256 3673.077514648438 1682.390319824219 19.500000000000004 27583.159179687504 1682.390319824219 2225.1726074218755 3751.9816894531255 5.9049999713897714 44.500000000000007 1.1980000138282778 52.500000000000007 99992.636718750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 8 -1 11 18 -3 -10 23 12 14 -13 15 16 -4 -9 19 -2 21 22 -12 -6 -25 -21 -11 -20 29 -15 right_child=2 3 6 -5 10 -7 -8 17 9 26 20 13 -14 28 -16 -17 -18 -19 27 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.034954969952495744 -0.0070639619570968459 0.017157664550170412 -0.006337329640744945 0.011239950265408791 -0.00071883717770485143 0.018096686409319513 -0.025852673850949196 -0.018865812713632607 0.0073682474603371535 -0.004643288247555161 0.010083255887070545 0.0039267788475376049 -0.014827304106317366 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212446 7959 27255 46422 3700 21208 3565 12002 113164 11350 38444 49882 11792 36939 140593 24319 9022 26419 20305 74132 356037 18402 45944 5897 1489 11023 3793 21255 24294 13054 internal_value=1.1339e-05 0.00470393 -0.0044253 0.00373106 0.00317961 0.0249611 -0.0016948 -0.00692878 0.00701452 0.00640753 0.00209616 -0.00148902 -0.00266643 0.000529101 -0.00196186 -0.00504705 -0.00916086 -0.011883 -0.00638323 -0.00582444 0.0018986 0.00434325 0.00650931 0.0108068 0.017228 -0.00277554 -0.000605605 -0.0105321 -0.00174241 -0.00391384 internal_weight=344430 167387 177043 159716 148789 7670.46 84681.9 92361.3 32776.2 30925.5 116013 83966.6 53028.6 30938 50124.5 14990.2 8935.65 9161.86 83199.5 73324 113440 25049 20476 2572.93 1652.37 21193.5 3726.02 9875.53 18541.9 12490.7 internal_count=1410898 692601 718297 652601 606179 40000 340715 377582 136266 128307 469913 337150 212981 124169 201189 60596 36277 38421 339161 297601 458827 102790 84388 11086 7386 85155 15143 41560 74287 49993 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 0 3 2 1 3 2 1 2 3 0 2 2 2 0 0 2 0 2 1 3 3 0 1 0 0 split_gain=7534.66 3505.25 1284.17 753.391 610.642 579.611 420.272 303.309 302.968 248.382 259.242 229.409 223.376 338.009 247.278 221.432 207.189 327.569 220.633 203.64 202.776 202.188 232.061 198.229 192.547 192.343 364.911 248.724 187.28 182.521 threshold=1.0000000180025095e-35 3.5000000000000004 3673.2597656250005 -4.4999999999999991 5.4584999084472665 1.5000000000000002 74.000000000000014 61458.453125000007 6.5000000000000009 1.0619999766349795 3618.2971191406255 -1.4999999999999998 30543.693359375004 14.476500034332277 6.5000000000000009 374.68469238281256 3673.077514648438 1748.5217285156252 51.500000000000007 85.500000000000014 3673.2597656250005 8.5000000000000018 1494.5967407226565 -18.499999999999996 5.9049999713897714 1.8174999952316286 50.500000000000007 4.5000000000000009 54.500000000000007 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 8 23 9 -1 12 21 16 10 -5 -11 13 25 -14 -10 17 -2 -18 -9 -12 -6 -23 -3 -19 26 27 -4 -20 -16 right_child=2 3 6 4 7 -7 -8 19 15 11 20 -13 14 -15 29 -17 18 24 28 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.034663893462724957 -0.0069407686480151692 0.018001178667178673 -0.0061562199539462233 0.0013446571367825069 0.011763414376085135 0.017717689896063923 -0.024730479015089749 -0.0019142074970971521 -0.020492721533363893 0.0035926219181239192 0.016595235054271164 0.00054011262315310001 0.0043759226261870917 -0.012903500482189807 -0.0035143732176798645 -0.0091727179742956497 -0.0063790616080155182 -0.0014555952250599395 -0.021283400719637236 0.014722071043017915 0.002176144159120963 0.011132686891493241 0.0034429583866281638 0.0082619594124754229 -0.010091996134669519 -0.00085190911044190386 0.00070513303347880018 -0.01845890399769496 -0.0088881846687789926 0.0031994169099203436 leaf_weight=3047.8853684663773 53659.495491459966 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0.00813411 0.00608666 0.00941534 -0.00253699 -0.00200276 -0.00480771 -0.00862623 -0.0153228 -0.00145778 internal_weight=344265 167140 177125 159596 141580 7544 84737.3 30060.2 92387.4 111520 7947.89 103572 84034.3 56314.1 27720.2 7417.31 84970.1 74870.4 10099.7 5571.84 4137.03 24488.4 15656.1 18015.7 21210.9 53625.6 15601.2 9216.99 4394.61 17150.7 internal_count=1411551 692412 719139 652580 576521 39832 341041 125623 378098 450898 33097 417801 337496 226188 111308 31190 346908 304309 42599 22770 17741 102853 65121 76059 85236 215242 63075 37436 19305 68738 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 1 0 2 2 3 2 2 2 3 0 2 0 0 2 2 3 2 2 2 0 2 2 0 3 split_gain=7097.26 3365.48 1210.85 933.407 650.745 400.686 286.999 276.003 232.754 249.416 212.668 305.6 211.5 211.044 393.537 643.533 315.371 410.695 296.032 390.151 348.388 345.663 221.845 209.027 205.67 204.609 196.451 308.957 210.186 181.574 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 7.5000000000000009 -3.4999999999999996 74.000000000000014 6.5000000000000009 1.5000000000000002 99992.636718750015 30543.693359375004 1.2994999885559084 7656.2912597656259 374.68469238281256 5339.5974121093759 2.1755000352859502 48.500000000000007 26691.365234375004 76.500000000000014 19.500000000000004 1087.538757324219 1682.390319824219 1.0205000042915346 135.80005645751956 20021.907226562504 2661.5908203125005 41.500000000000007 3673.077514648438 1748.5217285156252 51.500000000000007 5.9049999713897714 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 6 8 23 10 26 -1 9 24 11 -4 -8 18 15 -15 -16 -18 20 22 -6 -21 -20 -5 -3 -25 27 -2 -28 -29 right_child=2 3 5 4 13 -7 12 -9 -10 -11 -12 -13 -14 14 16 -17 17 -19 19 21 -22 -23 -24 25 -26 -27 28 29 -30 -31 leaf_value=0.034336795749573538 -0.0067391793297931907 0.019313118139511549 -0.013594983390729518 0.0089133138198561213 0.010037022486224524 -0.024267009633979073 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54928 42594 337496 32608 31190 513299 164429 49407 115022 43430 348870 293519 55351 134293 159226 95523 25193 13883 346908 304309 42599 85236 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 2 0 1 2 2 0 1 2 3 0 3 2 2 2 2 0 3 2 0 1 3 1 0 2 split_gain=6685.16 3233.41 1141.82 884.043 599.587 382.022 284.731 277.264 271.883 246.686 225.64 223.888 215.89 207.474 320.164 232.673 206.67 279.032 202.025 186.173 291.396 200.057 181.915 258.333 583.571 181.579 208.157 212.068 180.652 178.448 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 8.5000000000000018 -4.4999999999999991 74.000000000000014 99992.636718750015 1.5000000000000002 6.5000000000000009 30543.693359375004 20021.907226562504 41.500000000000007 -1.4999999999999998 30543.693359375004 14.476500034332277 6.5000000000000009 1.0619999766349795 3618.2971191406255 374.68469238281256 3673.077514648438 1748.5217285156252 51.500000000000007 1.7404999732971194 4165.5986328125009 51.500000000000007 4.5000000000000009 2.0774999856948857 29.500000000000004 54.500000000000007 3673.2597656250005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 8 6 10 13 9 -1 19 -3 -5 -12 -6 14 25 -15 17 -14 -10 20 -2 -21 23 -18 -25 -4 27 -27 -23 -19 right_child=2 3 5 4 12 -7 -8 -9 18 -11 11 -13 16 15 -16 -17 22 29 -20 21 -22 28 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.034019104905231787 -0.0065434071825120881 0.0095538904109626621 -0.0012173364865188591 0.0096912112600580583 0.0040548649707026164 -0.023812713873600545 0.0025901025847503284 0.01970313059146965 -0.019519283967888511 0.018709442346856345 -0.0053369230043703083 0.015232600290158455 -0.00062442145232433489 0.0042730716085668053 -0.012511275527430839 -0.0013863345516469587 0.00059939694762519422 0.016800256997997975 -0.0086561270457485694 -0.0060131092514046592 -0.0023881229531840884 -0.020455827315872144 0.0020372739764633659 -0.01228898048894334 0.0069693717724995307 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0.0280578 -0.00636074 0.0127014 0.00822851 -7.79811e-05 0.0021924 -0.00135346 -0.00239956 0.000771286 0.0013903 0.00678654 -0.0118854 -0.00588026 -0.00536494 -0.00971422 0.00101115 -0.000867229 -0.00614983 -0.00189335 -0.00640269 -0.0118857 -0.0145556 0.0124643 internal_weight=343594 166716 176878 161705 146778 84696.2 14927.4 5010.32 92181.6 11740.5 16714.2 2502.55 130064 84009 56293.4 27715.6 90911.3 5968.24 7375.6 84806 74757.7 10048.3 84943.1 30009.3 6521.1 53609.6 6989.05 3294.28 4353.52 3379.28 internal_count=1411551 692412 719139 663750 598919 341041 64831 28662 378098 51282 70726 10265 528193 337496 226188 111308 368221 25019 31190 346908 304309 42599 343202 120489 26180 215242 28163 13379 19305 14613 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 0 1 2 2 2 2 3 3 2 2 3 0 2 0 0 2 2 3 2 2 0 0 0 2 split_gain=6296.77 3106.58 1076.62 838.508 582.255 364.221 278.426 262.563 226.763 262.495 208.401 235.745 206.161 196.499 288.142 194.448 355.718 585.883 296.793 387.473 277.524 362.788 329.841 318.954 209.244 188.238 198.312 172.432 168.656 156.72 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 7.5000000000000009 -3.4999999999999996 74.000000000000014 1.5000000000000002 3.5000000000000004 1193.5148925781252 3673.077514648438 99992.636718750015 52483.353515625007 2.0774999856948857 1.2994999885559084 7656.2912597656259 5339.5974121093759 2.1755000352859502 50.500000000000007 26691.365234375004 76.500000000000014 19.500000000000004 1087.538757324219 1682.390319824219 1.0205000042915346 135.80005645751956 21922.121093750004 41.500000000000007 48.500000000000007 94.500000000000014 36319.728515625007 decision_type=2 2 2 2 2 2 2 2 2 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 10 25 13 -1 -2 -9 12 11 -3 -10 14 -4 20 17 -17 -18 -20 22 24 -6 -23 -22 -5 -27 -11 29 -15 right_child=2 3 5 4 15 -7 -8 8 9 27 -12 -13 -14 28 -16 16 18 -19 19 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31 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28306.2 10746.8 85851.1 72535.1 13316 33001.2 39533.9 22634 3116.66 1953.29 76020.1 75399.5 internal_count=1411551 692412 719139 663750 608822 341041 28662 378098 63005 30142 54928 42594 21871 337496 32608 513299 164429 49407 115022 43430 348870 293519 55351 134293 159226 95523 12769 8271 304888 302385 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 0 2 1 2 2 0 1 3 2 2 1 2 2 0 0 3 1 3 2 0 2 2 3 3 split_gain=5930.92 2984.61 1014.92 795.301 539.302 347.244 279.482 258.405 250.313 228.402 204.162 201.531 199.881 188.602 260.896 188.254 186.987 175.785 271.778 190.431 174.732 170.356 166.131 165.832 232.71 526.78 164.497 162.709 174.58 162.672 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 8.5000000000000018 -4.4999999999999991 74.000000000000014 1.5000000000000002 99992.636718750015 6.5000000000000009 30543.693359375004 20021.907226562504 41.500000000000007 -1.4999999999999998 1.0619999766349795 3618.2971191406255 374.68469238281256 4.5000000000000009 3673.077514648438 1748.5217285156252 51.500000000000007 54.500000000000007 5.9049999713897714 1.5000000000000002 1.7404999732971194 4165.5986328125009 51.500000000000007 3673.2597656250005 997.99557495117199 1.1054999828338625 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 6 8 7 10 16 -1 9 17 -3 -5 -12 -6 14 -14 -10 -4 18 22 -19 -21 -20 -2 24 27 -26 -16 -15 -29 -18 right_child=2 3 5 4 12 -7 -8 -9 15 -11 11 -13 13 23 26 -17 29 19 21 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.033409448833205138 -0.0049905761982546011 0.0090370654938352959 -0.0007757838809790788 0.0091910703544744229 0.0038528750002856452 -0.022929841680754532 0.018841289133232623 0.0024228997428903261 -0.018728775759084167 0.017886619878078235 -0.0050820747048313511 0.014475090316071837 -0.00070567420810813315 -0.0018476001329281271 0.016160813568476016 -0.0081988920961208502 -0.01015437529619488 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15083 23294 74378 10277 9028 10858 74125 222713 17786 8394 3880 6174 38576 22174 internal_value=1.182e-05 0.00407785 -0.00381607 0.0033808 0.00271092 -0.00144567 0.02725 0.00999913 -0.0059975 0.0120678 0.00779448 -0.000107946 0.00205967 0.00128774 0.00645236 -0.0113136 -0.00127385 -0.00553684 -0.00503629 -0.0092704 -0.0140155 -0.00216165 -0.00617616 0.000925981 -0.000867474 -0.00588203 0.0119681 0.000524562 0.0031532 -0.00529695 internal_weight=342953 166304 176650 161447 146608 84658.1 4856.52 14839 91991.5 11656.3 16649 2500.46 129959 90850.4 5947.16 7335.77 83986.4 84655.7 74647.9 10007.8 4323.49 21195.3 53452.6 84903.2 30003.6 6519.25 3358.89 23484.4 11140 9252.15 internal_count=1411551 692412 719139 663750 598919 341041 28662 64831 378098 51282 70726 10265 528193 368221 25019 31190 337496 346908 304309 42599 19305 85236 219073 343202 120489 26180 14613 94309 44750 37257 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 3 2 2 1 1 2 0 0 3 0 3 2 0 2 2 2 0 2 1 2 split_gain=5587.88 2859.95 934.51 790.685 525.072 330.315 288.723 248.309 198.856 244.101 224.089 198.39 238.923 195.025 188.678 217.408 194.691 177.235 177.066 173.718 169.788 197.248 180.767 456.19 198.836 170.145 162.397 160.292 159.263 197.647 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 12.393000125885012 -2.4999999999999996 74.000000000000014 1.5000000000000002 3.5000000000000004 12367.713378906252 1.2994999885559084 5.0659999847412118 1148.0775146484377 3673.077514648438 -1.4999999999999998 -18.499999999999996 23400.180664062504 23.500000000000004 44.500000000000007 2.1755000352859502 47.500000000000007 1.0205000042915346 2225.1726074218755 19.500000000000004 30543.693359375004 1682.390319824219 3997.433227539063 49.500000000000007 142.59513854980472 -7.4999999999999991 5947.2192382812509 decision_type=2 2 2 2 2 2 2 2 2 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 14 8 -1 -2 9 26 -11 -9 18 -5 -3 16 -16 -17 -13 -14 21 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2032.4024165868759 7493.912537753582 48394.076460465789 24399.637432768941 6018.1482086777687 4637.6680863052607 896.94856663048267 9321.953011482954 6010.1350294798613 2812.6910265833139 3780.5448184758425 909.32282365858555 847.38151073455811 1044.0906566232443 9190.1757570207119 1262.2528233975172 1879.1468399465084 4411.288783326745 11322.260209321976 351.99451565742493 2527.2626003175974 86421.352007135749 16257.465459093451 913.16200667619705 leaf_count=18752 314599 8017 11204 16631 3743 3544 9922 32565 194148 97651 24297 18716 3752 40954 25420 11356 16322 3809 3496 4516 38381 5993 7565 17740 46604 1438 10284 348508 67508 3881 internal_value=-1.85847e-05 0.00393008 -0.00373631 0.00325247 0.00262911 -0.00146326 0.0267952 -0.0058333 -0.00129668 -0.00299816 -0.00197174 -0.00937498 -0.00589985 0.0103277 0.00599763 0.00543929 0.00637756 -0.00135727 -0.00269877 -0.0149456 0.00168303 0.00934659 0.00151079 0.00376703 0.00564922 0.0156878 -0.00900823 0.000873944 0.00501215 0.00988006 internal_weight=342580 166130 176450 161348 148284 84670.7 4781.57 91779.2 84006.8 35612.7 30417.8 14920 7426.09 13064.5 32514.8 30683.3 26961.3 3722.01 5485.05 1941.04 115769 2544.69 113224 24923.7 20512.4 1614.25 5194.89 88300.5 20951.2 4693.71 internal_count=1411316 692544 718772 663870 606285 341128 28674 377644 337584 143436 121948 63045 30480 57585 136313 128296 113131 15165 22212 8268 469972 11174 458798 102725 84985 7431 21488 356073 87711 20203 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 2 3 3 2 1 1 2 0 1 1 0 2 2 2 3 2 0 2 2 2 0 2 split_gain=5263.03 2747.31 880.929 747.708 495.395 314.923 289.418 240.378 187.205 232.012 231.533 200.796 186.615 179.015 204.996 185.266 174.841 171.495 166.947 165.636 165.369 241.946 160.669 187.322 171.085 384.859 234.728 162.288 156.372 150.761 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 12.393000125885012 -2.4999999999999996 74.000000000000014 1.5000000000000002 6.5000000000000009 12367.713378906252 1.532000005245209 5.0659999847412118 8173.5148925781259 -10.499999999999998 -18.499999999999996 23400.180664062504 26.500000000000004 28.500000000000004 -7.4999999999999991 44.500000000000007 4814.8464355468759 79002.019531250015 52483.353515625007 1.0205000042915346 2225.1726074218755 18.500000000000004 1682.390319824219 89063.015625000015 3673.2597656250005 93.500000000000014 142.59513854980472 decision_type=2 2 2 2 2 2 2 2 2 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 13 8 -1 -2 9 11 -11 -4 -5 -3 15 -15 -9 19 -16 -17 21 -14 23 -6 25 -24 -27 -25 -10 -26 right_child=2 3 5 12 22 -7 -8 16 28 10 -12 -13 20 14 18 17 -18 -19 -20 -21 -22 -23 24 27 29 26 -28 -29 -30 -31 leaf_value=0.03284781144251013 -0.0052112631406032815 0.014959008380795263 -0.012009952363238345 0.026457464929458493 -0.0016050009535228179 -0.022118597198116128 0.017815515971400735 -0.012294135819197022 0.00017360291849673889 -0.00032305125103205482 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371.27124382555485 770.06740766763687 88634.803645417094 leaf_count=18752 346333 8017 17290 2701 3743 3544 9922 28718 191054 90470 24297 11379 34974 30956 11356 14746 2593 63299 3809 4130 13639 6271 34098 5913 7580 51356 8283 1518 3094 357481 internal_value=-1.79335e-05 0.00381708 -0.00362654 0.00315747 0.00255179 -0.00141975 0.0264081 -0.0056639 -0.00125799 -0.00290928 -0.00171436 -0.00781787 0.0100489 0.00582658 0.00528319 0.00619543 -0.0108766 0.00467546 -0.00131674 0.00991287 0.00926301 0.0112922 0.00163311 0.0091029 0.00146584 0.00379576 0.000877824 0.0153142 -4.3245e-05 0.000882022 internal_weight=342273 165931 176342 161224 148199 84650.9 4707.37 91690.6 83994.5 35600.4 28630.7 6969.73 13024.9 32466.7 30643.4 26922.2 7325.73 19607.9 3721.19 4372.15 12429.6 9249.02 115732 2534.78 113197 22681.1 14562.2 1604.22 48394.1 90516.2 internal_count=1411316 692544 718772 663870 606285 341128 28674 377644 337584 143436 114767 28669 57585 136313 128296 113131 31311 82175 15165 18876 54884 41245 469972 11174 458798 93737 59639 7431 194148 365061 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 0 1 1 2 3 0 0 2 0 3 0 1 2 1 2 0 2 0 0 3 2 0 2 2 split_gain=4956.95 2638.93 830.227 707.35 467.381 300.232 289.992 227.607 182.865 179.559 400.849 214.654 193.156 223.19 187.96 175.465 327.195 225.265 171.74 169.843 193.285 176.481 168.114 157.256 152.15 152.039 177.895 161.237 363.169 220.88 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 12.393000125885012 -2.4999999999999996 74.000000000000014 1.5000000000000002 6.5000000000000009 -1.4999999999999998 25796.883789062504 12.393000125885012 7.5000000000000009 52.500000000000007 94085.273437500015 93.500000000000014 1.8174999952316286 50.500000000000007 5.5000000000000009 11031.315917968752 -18.499999999999996 23400.180664062504 19.500000000000004 374.68469238281256 44.500000000000007 81.500000000000014 1.0205000042915346 2225.1726074218755 18.500000000000004 1682.390319824219 89063.015625000015 decision_type=2 2 2 2 2 2 2 2 2 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 9 -1 -2 -5 10 15 -11 13 -13 -14 16 17 -4 -18 -3 21 -21 -9 -22 -17 26 -6 28 -27 -30 right_child=2 3 5 8 25 -7 -8 22 -10 11 -12 12 14 -15 -16 24 18 -19 -20 20 23 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.032568659827943096 -0.0050586232839937018 0.014576467056150301 -0.0058934029581568844 0.015409548627651299 -0.0015566651788472222 -0.021703721675750385 0.017417911270219761 -0.017642084884758137 0.007528013901345546 0.0036469017488152296 -0.013129316914061381 -0.0010556547681514531 0.0048237510701933731 -0.0099495157250270236 -0.011833666688660805 -1.9330656468688575e-05 -0.0033691648172089017 -0.018648180411128267 0.0068545941179754188 0.011632225773634784 -0.0047755220504694263 0.0049659637939144007 -0.0076467457622383939 0.0095977760050132057 -0.0086137513705599762 0.0087756900791580335 0.014949665680454466 0.00085562411622939398 0.0023560093516090002 -0.0082263795001304204 leaf_weight=2633.301230430603 84304.088244602084 1815.1440859436989 7359.485043913126 3709.0637124627829 930.67078401148319 648.99976766109467 2000.9802960157394 2142.8987176865339 9273.8612221479416 12419.105958729982 2897.793229162693 8930.8264785856009 5386.6838515847921 3548.4095099121332 687.47532153129578 33246.244474798441 3459.6691853255033 1500.2533115148544 2582.6043558865786 4244.2414716780186 2814.8928060680628 22639.389279276133 5163.8902965784073 905.42970998585224 1963.3550100326538 8103.2569335401058 1594.2501188367605 90509.889957532287 12488.209662273526 2069.2744993567467 leaf_count=18752 346333 8017 29975 16631 3743 3544 9922 9702 40954 50019 11842 35749 21631 14209 2757 133043 13966 6194 10337 18112 11356 95019 21609 3809 7862 34098 7431 365061 51356 8283 internal_value=-1.72857e-05 0.00370735 -0.00351981 0.00306528 0.00247674 -0.00137754 0.0260269 -0.00549885 0.00977967 -0.00122046 -0.00228079 0.000594305 -0.00144902 -0.00358458 0.00293846 -0.00165346 -0.00438215 -0.00805322 0.0010007 0.00566031 0.00513149 0.0060184 -0.0105781 -0.00127744 -0.000498572 0.00158466 0.00886553 0.00142222 0.00368529 0.000851775 internal_weight=341974 165732 176242 161098 148115 84630.9 4634.28 91610.9 12982.9 83981.9 53009.4 30972.5 18553.4 12479.2 6074.16 50111.6 14902 8859.74 6042.27 32419.1 30604 26883.6 7306.79 3720.32 35209.6 115696 2524.92 113171 22660.7 14557.5 internal_count=1411316 692544 718772 663870 606285 341128 28674 377644 57585 337584 213219 124365 74346 49958 24388 201377 60472 36169 24303 136313 128296 113131 31311 15165 140905 469972 11174 458798 93737 59639 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 1 2 0 0 1 2 2 0 2 2 1 2 3 0 0 2 0 3 0 3 0 1 2 split_gain=4668.61 2534.68 782.37 668.838 447.701 290.442 286.205 219.025 204.332 282.542 268.932 242.241 210.037 243.605 208.264 185.734 226.465 176.206 169.002 378.049 202.022 181.766 210.747 176.835 167.802 166.326 165.263 308.241 213.043 162.061 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 12.393000125885012 -1.4999999999999998 1.5000000000000002 74.000000000000014 3.5000000000000004 16437.536132812504 51.500000000000007 27.500000000000004 -7.4999999999999991 1148.0775146484377 4911.6706542968759 11.500000000000002 1148.0775146484377 3673.077514648438 -10.499999999999998 25796.883789062504 12.393000125885012 7.5000000000000009 52.500000000000007 99992.636718750015 93.500000000000014 2.1755000352859502 47.500000000000007 1.8174999952316286 50.500000000000007 5.5000000000000009 94085.273437500015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 7 4 8 -1 18 -2 10 14 -3 -12 -13 -14 29 -9 24 -5 19 26 -20 22 -22 -23 -17 -18 27 28 -4 -10 right_child=2 3 6 17 -6 -7 -8 15 9 -11 11 12 13 -15 -16 16 25 -19 20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.032295665148305716 -0.0046934030885506014 0.0088248143627817997 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12415.570718124509 2892.6927602291107 9230.9266871362925 5385.0960710942745 3247.0192397981882 687.76272584497929 843.03912502527237 1032.9410989880562 35209.416258886456 6041.1952518373728 1496.2153178006411 447.04476678371429 leaf_count=18752 314599 58324 29975 2701 372745 9922 3544 32565 4999 8203 20341 48828 49531 18675 22840 18716 3752 54884 50019 11842 36951 21631 13007 2757 3496 4516 140905 24303 6194 1799 internal_value=-1.66803e-05 0.00360054 -0.00341639 0.0029756 0.00240379 0.0256511 -0.00133671 -0.00533867 0.0045123 0.000433779 0.00531439 0.00384666 0.00280864 0.00499757 -0.00228639 -0.00867626 -0.00531274 0.00951499 -0.00118416 -0.00221302 0.000576596 -0.00140574 -0.00347742 0.00285094 -0.0022003 -0.0141607 -0.00160419 -0.00425344 -0.00781903 0.00715847 internal_weight=341676 165542 176133 160980 148036 4562.34 84602.9 91530.6 56215.1 9238.52 46976.5 33126.3 28465.9 16535.3 7281.16 14828.9 7401.12 12944.4 83961.2 52994.8 30966.4 18550.8 12477.9 6072.86 5475.14 1925.98 50102.1 14892.7 8851.54 1630.63 internal_count=1411316 692544 718772 663870 606285 28674 341128 377644 233540 37841 195699 137375 117034 68206 29638 63045 30480 57585 337584 213219 124365 74346 49958 24388 22212 8268 201377 60472 36169 6798 is_linear=0 shrinkage=0.03 Tree=39 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 1 0 3 2 1 2 2 0 2 3 2 1 2 3 3 2 0 0 0 2 0 2 0 2 0 split_gain=4396.95 2434.37 737.391 635.227 358.712 294.618 290.763 272.815 240.534 209.618 207.049 186.736 169.753 199.995 169.087 256.886 162.871 162.035 207.214 188.91 158.915 158.743 148.914 250.898 209.418 657.987 403.008 391.937 926.175 318.587 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 6.4175000190734872 -2.4999999999999996 -12.499999999999998 1.5000000000000002 74.000000000000014 99992.636718750015 6.5000000000000009 14993.919433593752 607.01678466796886 6.5000000000000009 52483.353515625007 1.0619999766349795 3618.2971191406255 31.500000000000004 12367.713378906252 1.2994999885559084 5.0659999847412118 3673.2597656250005 48.500000000000007 16.500000000000004 48.500000000000007 89063.015625000015 2.5000000000000004 56232.490234375007 4.5000000000000009 99992.636718750015 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 6 9 4 10 -5 -1 17 12 -2 11 -3 13 -7 15 -6 -11 18 -4 -20 -17 -12 24 -24 25 26 -19 28 -26 -30 right_child=2 3 7 5 14 8 -8 -9 -10 16 21 -13 -14 -15 -16 20 -18 22 19 -21 -22 -23 23 -25 27 -27 -28 -29 29 -31 leaf_value=0.032028413642627859 -0.004761430358306876 0.0020238302531709021 -0.0082412937377227078 0.022554083712371713 -0.00052573189305200809 0.0089880179841907194 0.016646509885019051 -0.020894533113095085 0.00020508967443590861 -0.011309800161400258 -0.0042102269772817435 0.0077094883338420855 0.0058953245292698384 0.021751291840994613 0.00083380622590067586 0.014836065275457356 0.0062172005411410105 -0.038451883752833552 -0.0005690137517123543 -0.0065092421874352845 0.0014329966960675978 0.008557674005695565 -0.0044227572106325394 0.0017301708411418427 -0.029688811010236935 0.0052417831213314161 0.001803654053877215 -0.0084166617820638084 0.017547602777971048 -0.00062517993760842613 leaf_weight=2521.1458301544189 84176.753345921636 7416.5381675213575 5165.5561232864857 1044.3883936554193 3290.9834774583578 5652.2616566866636 1970.4341826736927 634.51247847080231 4788.9160488396883 6754.5708296597004 3408.8787583708763 17386.661962524056 16120.736965000629 1373.4173529595137 95373.846288770437 2709.7656201422215 513.43929305672646 516.93328660726547 24395.787915974855 6004.0946640819311 1127.3956722021103 1179.6713481247425 13408.440397277474 10743.711911588907 612.96146965026855 14724.254849746823 394.73812490701675 4370.2407957166433 2147.348837852478 1457.5192227363586 leaf_count=18752 346333 31162 21488 4714 13250 25487 9922 3544 20154 29188 13811 73765 68016 6620 385013 12299 2123 2089 97651 24297 4575 5004 53710 43098 2472 59107 1590 17544 8660 5878 internal_value=-1.61044e-05 0.00349654 -0.00331611 0.00288834 0.00200469 0.00691002 0.0252804 -0.00129707 0.00632516 -0.00518348 0.00492639 0.00600939 0.00759138 0.0114831 0.00116691 0.00562385 -0.0100716 -0.00114893 -0.00268616 -0.00174223 0.0108981 -0.000927725 -1.87878e-05 -0.00168572 0.0016432 0.00371045 -0.0210219 -0.00212054 0.0044031 0.0102 internal_weight=341386 165365 176021 160873 131894 28979.7 4491.58 84576.1 27935.3 91444.8 29391.8 24803.2 23146.4 7025.68 102502 7128.14 7268.01 83941.6 35565.4 30399.9 3837.16 4588.55 48376.1 24152.2 24224 15635.9 911.671 8588.07 4217.83 3604.87 internal_count=1411316 692544 718772 663870 538879 124991 28674 341128 120277 377644 123742 104927 100123 32107 415137 30124 31311 337584 143436 121948 16874 18815 194148 96808 97340 62786 3679 34554 17010 14538 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 0 3 2 2 1 0 3 0 2 0 2 2 0 0 2 2 2 1 2 2 2 2 3 0 0 split_gain=4151.82 2296.7 688.227 615.353 377.59 306.036 269.79 197.675 389.024 322.757 194.281 191.238 189.371 551.014 226.987 312.357 311.428 347.469 284.348 266.064 223.068 181.815 176.704 156.021 155.389 164.605 145.241 338.978 203.634 189.788 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 12.393000125885012 -5.4999999999999991 1.5000000000000002 74.000000000000014 3673.077514648438 1607.8663330078127 2.5000000000000004 46.500000000000007 2.0774999856948857 20.500000000000004 31594.402343750004 48.500000000000007 2404.0227050781255 6815.6660156250009 44.500000000000007 34.500000000000007 911.27563476562511 3997.433227539063 17792.297851562504 -1.4999999999999998 2404.0227050781255 1682.390319824219 7836.1462402343759 36319.728515625007 17.333499908447269 6.5000000000000009 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 5 7 4 -3 -1 26 8 9 -2 -9 -10 13 24 16 -16 17 19 21 -14 -19 -18 -5 -24 -6 -26 27 -4 -28 -30 right_child=2 3 6 22 12 -7 -8 10 11 -11 -12 -13 14 -15 15 -17 18 20 -20 -21 -22 -23 23 -25 25 -27 28 -29 29 -31 leaf_value=0.031746766139601874 -0.0046673863304677737 0.007188373754787915 -0.0014082722475304173 0.014740155203055249 0.0083809136275570517 0.015890566638332118 -0.020739256319546814 -0.003193096381065155 0.00022145603930572111 -0.010254932923607633 -0.011639277484042964 -0.0057536526920931542 0.00017083820051688115 -0.0047697712392691495 1.8521696364677016e-05 0.0055517205875880785 0.0049317309116252159 -0.0026050448676903071 -0.0086601504764059773 0.0049168254813443711 -0.019366906089344185 -0.0038786224851271997 0.017759559705785098 0.0055393387824311923 -0.00061575910366056593 0.0060755293541508645 0.004271332116973477 -0.012924328495340403 -0.0035542538905998303 0.0038082832836302547 leaf_weight=2477.4211898446083 43776.467678770423 13060.567008733749 57038.439487487078 3650.7581167966127 11254.530699878931 1963.983733355999 632.3965522646904 3717.8144254088402 18394.197930902243 11815.316259086132 7193.5644147694111 6533.0837950110435 22525.921983718872 5442.1119764000177 16455.690033331513 20773.351296931505 3630.3090770095587 8332.2269484102726 6052.6935425847769 20132.539593681693 781.58265890181065 5027.4229541420937 1062.4689811319113 8177.710123360157 5160.5057067722082 9220.9625467509031 9629.3292708992958 2397.0943979620934 10404.308320954442 4519.9952136129141 leaf_count=18835 179386 56337 229317 16567 47231 9965 3572 15323 73725 51109 31591 26778 91018 21885 66585 85909 14696 33674 24327 81656 3146 20124 4700 36400 21358 38172 38854 9832 41675 18170 internal_value=3.77683e-05 0.00345404 -0.00316759 0.00286602 0.00231794 0.0247352 -0.00121787 -0.00497211 -0.0044586 -0.00585495 -0.00876143 -0.00134453 0.00184601 0.00390018 0.00123046 0.00310598 0.000180209 0.00127469 -0.00367175 0.00241069 -0.00404251 -0.000184317 0.00915223 0.00694446 0.00574067 0.00367449 -0.00107088 -0.00187273 0.000870093 -0.00132443 internal_weight=341235 165183 176052 160741 147850 4441.4 84621.6 91430.4 80519.1 55591.8 10911.4 24927.3 134790 31078.1 103712 37229 66482.7 51772.3 14710.4 42658.5 9113.81 8657.73 12890.9 9240.18 25636 14381.5 83989.2 59435.5 24553.6 14924.3 internal_count=1411917 692585 719332 663785 606118 28800 341420 377912 330998 230495 46914 100503 549781 128646 421135 152494 268641 209494 59147 172674 36820 34820 57667 41100 106761 59530 337848 239149 98699 59845 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 1 2 2 1 2 2 0 2 3 0 1 3 0 2 0 1 2 2 3 split_gain=3910.38 2205.36 648.893 581.793 363.495 305.791 257.15 202.8 328.662 250.682 218.667 192.445 176.203 274.61 168.085 160.717 172.096 168.056 148.227 146.451 144.357 142.196 137.729 235.752 224.655 220.239 163.301 133.994 221.407 157.19 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 12.393000125885012 -1.4999999999999998 1.5000000000000002 74.000000000000014 30543.693359375004 48.500000000000007 27.500000000000004 -7.4999999999999991 4.5000000000000009 997.99557495117199 4911.6706542968759 -1.4999999999999998 1193.5148925781252 3673.077514648438 48.500000000000007 2404.0227050781255 1.0205000042915346 43.500000000000007 4.5000000000000009 2.0774999856948857 49.500000000000007 5009.0314941406259 45.500000000000007 31.500000000000004 3673.077514648438 1682.390319824219 1.1980000138282778 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 11 4 7 -1 21 9 -9 -3 -11 27 -12 20 -5 -13 -17 -18 -16 -6 -14 -4 23 24 25 -23 -26 28 -2 -29 right_child=2 3 6 14 19 -7 -8 8 -10 10 12 15 13 -15 18 16 17 -19 -20 -21 -22 22 -24 -25 26 -27 -28 29 -30 -31 leaf_value=0.031489492170552899 -0.0049387480761685426 0.0079035965967449977 -0.00060446432498833288 0.014369509593027597 0.0090146753362880371 0.015529477190177851 -0.020348798145062377 -0.0053951561340193632 0.012472976329661862 0.0091248076874368578 -0.00055769787458022119 -0.012194626672960051 0.010467319128919137 -0.00097811985194348359 0.017323600171453086 -0.0018829151059595092 -0.0040318249088079098 -0.02400318025799765 0.0053822521551393819 0.00090588101544583741 0.0039236970131107394 0.01274657899476052 -0.0015526072880786717 0.0023959575241488673 -0.021187900332456561 -0.031094709430178922 0.011622787513819361 -0.01171575672684806 -0.0012396681650341437 -0.0039379146295574164 leaf_weight=2423.5481364279985 50270.580678373575 15602.10826125741 74722.986565247178 3632.8524266630411 2050.3917879164219 1949.5815328508615 625.30358242988586 4149.3607052266598 1192.8050808608532 5025.5458041727543 11480.156164497137 5462.7813630700111 5349.5472183972597 6206.9064314514399 1056.6201073676348 4213.7026082873344 786.45120942592621 732.32613530755043 8164.1041341423988 89704.969156369567 7010.4165417850018 440.8773305118084 5543.9340720772743 1131.5348866730928 1856.1322819143534 134.61428898572922 147.36002388596535 4512.9960536807775 20502.115424051881 4853.6790038496256 leaf_count=18835 206786 65906 300501 16567 9209 9965 3572 16731 5027 22010 46999 24491 22116 25467 4700 17113 3341 3256 36400 363563 29090 1781 22204 4565 7594 604 599 19902 82608 20415 internal_value=3.67554e-05 0.00335442 -0.00307464 0.00278214 0.00224965 0.0243744 -0.00118163 0.00415393 -0.00140554 0.00474001 0.00333268 -0.00482813 0.00236391 0.00417039 0.00890398 -0.0085125 -0.0050036 -0.0136616 0.00675063 0.00108708 0.00675586 -0.00103891 -0.00454672 -0.00902025 -0.0140291 0.00249158 -0.0187746 -0.00431344 -0.00386716 -0.00768539 internal_weight=340936 164999 175937 160626 147772 4373.13 84602.7 56016.8 5342.17 50674.7 35072.6 91334.6 30047 18566.9 12853.6 11195.3 5732.48 1518.78 9220.72 91755.4 12360 83977.4 9254.45 3710.52 2578.98 575.492 2003.49 80139.4 70772.7 9366.68 internal_count=1411917 692585 719332 663785 606118 28800 341420 233346 21758 211588 145682 377912 123672 76673 57667 48201 23710 6597 41100 372772 51206 337848 37347 15143 10578 2385 8193 329711 289394 40317 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=1 0 2 3 0 1 1 3 2 1 2 2 2 2 0 0 2 3 2 0 1 0 2 0 2 2 2 3 0 0 split_gain=3682.73 2117.43 611.776 557.128 305.409 303.778 269.617 245.081 219.346 184.027 183.098 183.751 170.445 167.282 332.863 428.009 316.228 164.148 229.042 160.948 150.957 136.186 192.701 342.546 173.911 174.49 135.66 320.582 190.985 179.512 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 6.4175000190734872 1.5000000000000002 -2.4999999999999996 -12.499999999999998 74.000000000000014 99992.636718750015 6.5000000000000009 14993.919433593752 607.01678466796886 50102.638671875007 5339.5974121093759 50.500000000000007 33.500000000000007 19411.564453125004 1.0205000042915346 3618.2971191406255 4.5000000000000009 24.500000000000004 46.500000000000007 660.98522949218761 14.500000000000002 3673.077514648438 1748.5217285156252 36319.728515625007 17.333499908447269 6.5000000000000009 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 4 9 5 -1 10 -5 26 12 21 11 -3 -8 17 15 16 -15 18 -7 -14 -11 22 -2 -24 25 -23 27 29 -28 -4 right_child=2 3 7 6 -6 13 8 -9 -10 20 -12 -13 19 14 -16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.031236783248889302 -0.005309832215608253 0.0016312022986799571 -0.0010278620429830421 0.021580342286774301 0.015175482061926251 -2.5994467549611932e-07 0.0062024755880519585 -0.019964357968760008 6.2104764268241318e-05 -0.010851622075264853 -0.00095161534470595535 0.0072771217321132703 0.02154607758440576 0.0039540776796741835 0.0049518163132031383 -0.0088106902574742844 -0.0046544881048230288 0.0016208652916876033 0.019365743295899924 0.0067355835211850498 0.002755380525529324 -0.0062931567035751914 -0.0069275961420590098 0.00076545161429643273 -0.010079569428149205 -0.0014772364395382084 0.0041628500218716391 -0.012539819868463987 -0.0012570600515919464 -0.010661890012128106 leaf_weight=2370.6616147607565 21484.258187800646 7406.2386267334223 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12.393000125885012 -1.4999999999999998 1.5000000000000002 74.000000000000014 30543.693359375004 48.500000000000007 27.500000000000004 -7.4999999999999991 3.5000000000000004 1148.0775146484377 3673.077514648438 47.500000000000007 1148.0775146484377 4911.6706542968759 -1.4999999999999998 2404.0227050781255 1.0619999766349795 3618.2971191406255 1.1980000138282778 52.500000000000007 3673.2597656250005 4.5000000000000009 1.9854999780654909 2.0774999856948857 49.500000000000007 5009.0314941406259 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 11 4 7 -1 24 9 -9 -3 -11 -2 -13 25 -15 -12 -17 -5 -19 20 -6 22 -21 -22 -4 -14 27 28 29 -26 right_child=2 3 6 17 19 -7 -8 8 -10 10 15 12 13 14 -16 16 -18 18 -20 21 23 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030988286263601301 -0.0039757243748593614 0.0075402943096139286 -0.00055738948702133747 0.013799217163167543 -0.00093275842837927802 0.01482842386225024 -0.019585738321319251 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424.82540376484394 958.4278379380703 5543.8268654793501 1131.5839141458273 1998.779255092144 149.48830746114254 leaf_count=18835 314856 65906 300501 16567 10317 9965 3572 16731 5027 22010 48743 32566 18159 3785 4557 49462 25467 4700 36400 27074 10781 311353 9376 3871 1708 3989 22204 4565 8193 677 internal_value=3.48078e-05 0.00316346 -0.0028965 0.0026215 0.0021146 0.0236653 -0.00111226 0.00393253 -0.00135466 0.0044907 0.00313612 -0.00455187 -0.00755299 -0.00437047 -0.0126997 0.00220218 0.00399136 0.00847473 0.006385 0.00100623 0.00542027 0.000704823 -0.00294193 0.010358 -0.000977718 -0.00144113 -0.00437332 -0.00873262 -0.0136089 0.0024514 internal_weight=340377 164646 175731 160406 147622 4240.28 84573.7 55913.8 5339.16 50574.6 35019.5 91157.2 14681.6 7361.56 1915.39 30015.1 18113.7 12784.1 9180.83 91708.2 5861.83 85846.4 9073.19 3298.29 83962.2 5446.16 9248.5 3704.68 2573.09 574.314 internal_count=1411917 692585 719332 663785 606118 28800 341420 233346 21758 211588 145682 377912 63056 30490 8342 123672 74929 57667 41100 372772 24969 347803 36450 14652 337848 22148 37347 15143 10578 2385 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 1 1 3 2 0 2 0 2 2 0 2 1 2 2 0 2 0 0 2 2 2 0 2 2 split_gain=3266.45 1956.48 728.133 543.571 310.836 222.548 198.221 169.267 166.543 260.028 209.705 291.732 309.552 280.786 249.455 220.791 205.255 141.07 137.585 131.308 274.453 129.187 128.365 183.895 282.605 163.508 162.869 133.717 213.329 134.205 threshold=1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 3673.2597656250005 -5.4999999999999991 74.000000000000014 -10.499999999999998 6.5000000000000009 3.653500080108643 1682.390319824219 48.500000000000007 6815.6660156250009 44.500000000000007 2404.0227050781255 911.27563476562511 34.500000000000007 3997.433227539063 26.500000000000004 135.80005645751956 94085.273437500015 78.500000000000014 20021.907226562504 46.500000000000007 25.500000000000004 401.18936157226568 3673.077514648438 1748.5217285156252 48.500000000000007 259.04246520996099 184.66258239746097 decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -5 -3 22 10 -10 11 12 14 -12 18 -13 -14 -9 -6 -11 -21 -4 23 -2 -25 26 27 28 29 -24 right_child=3 2 4 5 8 -7 -8 17 9 19 13 15 16 -15 -16 -17 -18 -19 -20 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31 leaf_value=0.030743683356423385 -0.0051597434203064507 0.024661351426562783 0.0078363267668797986 -0.00094847663822599014 0.011812164339032236 -0.019212762689286716 0.0083960947770159826 -0.010238452371279605 0.0066040349453382 0.0023499133986083632 -9.7449457807253161e-05 -0.00051740887819476931 -0.0025882279507846301 0.0055209707737505784 0.004591937574649871 -0.0081843617641624046 -0.01866027534675441 0.003822231608912075 -0.0005703128097121592 -0.0085036136166384176 0.011520659959566878 -0.00022350874814357997 -0.010469958946506895 -0.0047013892678592507 0.0014932014120879152 -0.0096655620365570325 -0.0013260603636019114 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149.84 135.953 133.091 215.998 177.442 185.029 146.071 129.311 threshold=1.0000000180025095e-35 2.5000000000000004 3673.2597656250005 16.500000000000004 79002.019531250015 1.5000000000000002 -1.4999999999999998 74.000000000000014 11031.315917968752 48.500000000000007 594.21514892578136 -2.4999999999999996 6.5000000000000009 49.500000000000007 45.500000000000007 15354.050781250002 42.500000000000007 2490.8103027343755 51.500000000000007 29.500000000000004 4.5000000000000009 3673.077514648438 48.500000000000007 6.5000000000000009 2.0774999856948857 49.500000000000007 4712.1987304687509 45.500000000000007 31.500000000000004 66.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 12 4 11 -1 8 20 10 -10 -5 -3 29 14 15 -8 -12 -15 -19 -14 -4 -18 -23 -6 25 26 27 -22 -28 -2 right_child=2 3 7 6 23 -7 13 -9 9 -11 16 -13 19 17 -16 -17 21 18 -20 -21 24 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.030505906531605072 -0.0035927190010893711 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9210.91 3672.51 2545.57 490.514 2055.06 83785.6 internal_count=1411156 692830 718326 664176 149667 28654 514509 340750 200146 35544 164602 126169 377576 314363 212117 184805 107057 102246 59055 31166 337181 48507 20690 23498 37218 15036 10489 2033 8456 346410 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 0 1 3 2 2 2 2 2 3 0 3 2 0 2 1 0 2 0 2 1 3 0 0 1 2 split_gain=2965.16 1818.45 488.597 457.233 352.843 286.557 240.781 214.339 273.638 247.328 261.543 301.205 233.883 301.743 222.588 189.199 173.34 305.469 215.171 163.417 149.372 159.489 302.046 205.424 148.293 230.862 183.071 146.601 146.137 145.948 threshold=1.0000000180025095e-35 2.5000000000000004 11541.221191406252 16.500000000000004 79002.019531250015 1.5000000000000002 -1.4999999999999998 1.1510000228881838 2848.0100097656255 1682.390319824219 252.50982666015628 174.66455078125003 855.65197753906261 5.4584999084472665 49.500000000000007 74.000000000000014 11031.315917968752 48.500000000000007 594.21514892578136 -2.4999999999999996 49.500000000000007 5339.5974121093759 33.500000000000007 17336.302734375004 1.5000000000000002 1.0619999766349795 50.500000000000007 45.500000000000007 2.5000000000000004 6514.3598632812509 decision_type=2 2 2 2 2 2 2 2 2 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 19 -1 16 8 9 10 11 -2 28 -14 -12 -4 18 -18 -5 -3 21 27 23 -23 25 26 -10 -8 -9 -26 right_child=2 3 15 6 -6 -7 20 12 24 -11 14 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31 leaf_value=0.030268225219052782 -0.0079068320990525014 0.011578698691873413 -2.0696446426903504e-05 0.0010908322672285972 -0.0014289026307180166 0.014239802591774814 0.001482965428138649 -0.0040699042667629087 -0.010037137071403638 0.0016326024870808693 -0.021909995023942305 0.0081020128355408748 -0.0011068451029621681 -0.0062892868687890379 -0.0041138599435095995 -0.017379992770300775 -0.0044355081124311394 0.0076870660286774434 0.0057313030965302813 0.0057407664241573035 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643.61 460.331 296.579 202.568 259.127 233.174 247.416 283.579 222.069 211.309 202.911 179.913 179.362 166.395 220.069 195.491 155.574 143.103 134.794 239.687 194.217 144.171 284.477 141.52 128.222 119.083 215.614 117.08 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11541.221191406252 -1.4999999999999998 1.1510000228881838 2848.0100097656255 1682.390319824219 252.50982666015628 174.66455078125003 207.88987731933597 49.500000000000007 5.9049999713897714 74.000000000000014 -18.499999999999996 755.62243652343761 1.469500005245209 279.21791076660162 -10.499999999999998 2.5000000000000004 30543.693359375004 35.500000000000007 23.500000000000004 955.99880981445324 6368.3278808593759 44.500000000000007 96.500000000000014 1.0619999766349795 50.500000000000007 81.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 18 5 14 6 7 8 9 -2 -7 -10 15 26 -4 16 17 -12 -3 27 22 -22 -16 -24 25 -25 -5 28 -8 -17 right_child=3 2 4 13 -6 10 19 -9 11 -11 12 -13 -14 -15 20 29 -18 -19 -20 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.030033560166307049 -0.0076823320130240819 0.02448070334891745 0.012910114211446343 7.8976073912664506e-05 0.00092264534772245081 -0.0078094995088484193 -0.0125088798698743 0.0015835291522727009 -0.021353498877163122 0.0078460550443925914 0.010206588538842305 -0.003993698597673484 -0.0061985816593942275 -0.01703310982211724 0.0071931981208140606 -0.00098588244029837067 -0.0050855108049862969 -0.0041555599880282838 0.0085289114439872395 -0.018694806416249741 -0.0051597748140409612 0.0087967054813313898 0.00036540220968061079 0.0088700394973559946 -0.0010580258890560701 0.0033868759784876808 -0.023199619655765866 -0.0122794377636935 0.0048013013694877425 -0.010001102595866835 leaf_weight=2109.224462762475 3523.3761739432812 579.60679495334625 1830.3115337342024 50048.017612487078 93899.488712206483 8193.8482092469931 1279.826617822051 4689.7698445022106 1570.2317198812962 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124294 19957 12351.4 7661.62 5036.29 104337 2625.32 96142.7 50827.6 56599.3 83450.9 27092.4 3411.96 11443.1 7605.59 54769 5398.62 49370.4 37464.7 23608.9 16994.1 50261.9 6005.1 2590.83 56358.5 internal_count=1411156 692830 674101 718326 619894 513062 84066 51005 32202 21168 428996 11034 394676 205264 237273 342236 113203 14329 54207 33061 228959 22042 206917 156043 98786 71450 201815 26086 10792 229033 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 2 3 2 2 2 2 0 3 3 0 1 1 1 1 3 0 1 1 0 2 0 0 2 2 split_gain=2629.61 1698.44 609.005 434.667 279.58 191.215 323.243 288.56 303.171 219.836 234.071 266.989 200.644 182.024 199.677 367.111 186.86 187.456 169.988 161.147 268.098 153.362 151.456 149.383 136.33 126.97 225.718 183.398 134.494 318.922 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 7475.0764160156259 -1.4999999999999998 1.1510000228881838 2848.0100097656255 3.2575000524520878 415.59368896484381 1682.390319824219 252.50982666015628 174.66455078125003 49.500000000000007 74.000000000000014 3.0835000276565556 49.500000000000007 5.5000000000000009 23.500000000000004 -18.499999999999996 1.5000000000000002 1.0619999766349795 50.500000000000007 2.5000000000000004 -10.499999999999998 96.500000000000014 30543.693359375004 35.500000000000007 26.500000000000004 1148.0775146484377 4911.6706542968759 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 18 6 9 8 22 10 11 -2 -12 14 15 16 -5 -18 -4 20 21 -8 -7 -3 -16 27 -27 -20 -29 -30 right_child=3 2 4 13 -6 7 19 -9 -10 -11 12 -13 -14 -15 24 -17 17 -19 25 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.02980164893092814 -0.0074640686401798214 0.024014798700640941 0.012579143420778602 -0.0044233047448858495 0.00089505098720795741 -0.003538633831624196 -0.0098759740094019489 -0.0057027768314596187 -0.00060396522119397138 0.001535935680358776 -0.020813230992480867 0.0075988074851752341 -0.0038769849834431503 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2920 8314 42892 382621 68775 3417 112375 180653 18803 6628 6335 4406 3565 166489 32575 6701 1274 61071 9532 10992 4434 22774 51287 873 15505 6537 55560 59035 31251 internal_value=1.94261e-05 0.00275012 0.00240536 -0.00253768 0.00189872 -0.00365882 -0.00642086 -0.00310264 -0.00203154 -0.00357799 -0.00671323 -0.00292916 -0.0139905 -0.000544101 -0.000388776 -0.00279196 -0.00598869 -0.0144852 0.00356521 -0.0118707 -0.0084939 -8.59288e-06 -0.00492554 0.00908995 0.000809199 0.00326506 -0.00110365 0.00374304 0.00257272 0.00404155 internal_weight=338930 163902 161839 175028 150437 112027 18777.1 93250.3 66044 12340 7649.98 5032.95 2617.04 63000.9 62421.7 20765.4 12644.4 1967.16 56546.7 6437.04 4273.96 1878.38 21816.7 11402.1 41656.3 54724.4 5396.89 49327.5 35000.9 21554.4 internal_count=1411156 692830 674101 718326 619894 463957 79380 384577 272202 51005 32202 21168 11034 254369 250804 83442 50867 7975 237273 28375 18843 7851 91549 54207 167362 228959 22042 206917 145846 90286 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 2 0 2 3 2 2 3 2 0 2 2 3 split_gain=2476.32 1642.09 576.207 412.15 263.544 192.973 162.531 161.091 157.136 143.439 133.215 179.555 239.368 160.381 119.595 212.593 174.393 128.672 255.335 135.384 141.942 116.876 181.368 125.231 133.614 165.35 328.138 192.094 153.166 124.147 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11541.221191406252 -1.4999999999999998 4.5000000000000009 74.000000000000014 -18.499999999999996 24.500000000000004 -10.499999999999998 1.1510000228881838 5.9049999713897714 755.62243652343761 2848.0100097656255 30543.693359375004 41.500000000000007 23.500000000000004 955.99880981445324 6368.3278808593759 42.500000000000007 3673.077514648438 1.0619999766349795 3618.2971191406255 142.59513854980472 2.0774999856948857 4911.6706542968759 51.500000000000007 997.99557495117199 9353.3178710937518 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 -1 9 5 7 10 -5 -4 -7 -3 13 12 -12 -2 16 -16 -9 -18 19 -19 -21 22 -6 -23 25 27 28 -25 -27 -29 right_child=3 2 4 6 21 8 -8 14 -10 -11 11 -13 -14 -15 15 -17 17 18 -20 20 -22 23 -24 24 -26 26 -28 29 -30 -31 leaf_value=0.029572240178390496 -0.003060184788810818 0.023558168151985737 0.012256116754312223 -8.9750966297888208e-06 -0.00096593954276082779 -0.0074979320403081393 -0.016342603562965092 0.0068030159090427447 0.003159368881539375 0.0080765940761395941 -0.004020421474317872 -0.0058911874921457868 -0.00065713474891541869 -0.0090598401271926345 -0.0044986934309018929 0.0092750468259031032 0.00033456040169719989 0.0088521497041198008 -0.0010205475945679291 0.0064422873043220507 -0.001197866032319419 0.0094826239668154965 0.0096777593931146252 -0.0022484602492812188 0.0014664031439178052 -0.015287203292110351 0.0045836389226330343 -0.0051512786816598696 -0.0050040674391787143 0.0036740122590139907 leaf_weight=2016.9109215661883 10267.660319909453 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0.00086828 0.00497706 0.000595589 0.000451535 -0.000916173 -0.00468613 0.000153509 -0.00859214 0.00265737 internal_weight=338684 163756 161739 174928 150377 124116 50811.7 56495.2 15321.4 11361.9 108795 91947.6 79749 16847.3 54680.9 5395.1 49285.8 37420.4 23567 16951 9207.45 93882.1 5842.99 88039.1 86634.8 36902.5 8156.36 28746.1 5738.38 14074.5 internal_count=1411156 692830 674101 718326 619894 513062 205264 237273 65729 54207 447333 376570 326124 70763 228959 22042 206917 156043 98786 71450 38755 382621 24990 357631 351963 148352 32798 115554 22978 56622 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 1 2 2 1 0 3 0 3 3 2 0 2 0 2 2 0 2 2 1 0 2 3 0 0 split_gain=2275.92 1604.71 556.345 426.176 275.819 172.389 147.66 147.368 262.384 254.877 161.073 150.183 148.339 137.847 136.948 237.168 153.865 255.948 245.9 285.919 184.03 149.574 140.205 131.634 130.357 125.767 120.866 310.814 149.53 232.479 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3751.9816894531255 -5.4999999999999991 74.000000000000014 -10.499999999999998 3673.077514648438 1607.8663330078127 1.5000000000000002 51.500000000000007 2.1755000352859502 54.500000000000007 1.0205000042915346 3.653500080108643 2704.067260742188 48.500000000000007 2404.0227050781255 44.500000000000007 6964.4814453125009 911.27563476562511 33.500000000000007 3826.821655273438 135.80005645751956 9.5000000000000018 94.500000000000014 25796.883789062504 12.393000125885012 8.5000000000000018 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 6 7 -4 25 -3 8 9 -2 13 -10 -12 -9 16 -16 18 -18 19 20 23 -21 -20 -6 -11 26 27 -5 -28 -30 right_child=3 2 4 5 14 -7 -8 10 11 24 12 -13 -14 -15 15 -17 17 -19 22 21 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=0.029486425953227948 -0.0029020939571763214 0.023527347139134385 0.0059140082418529562 -0.00094383919063611304 0.011606250019340712 -0.017393560972812246 0.0078509184391529138 -0.01784220488937896 0.00058279213784138593 -0.0063520061205565434 -0.016937542943509177 -0.0048134923003741439 -0.0061773551200684871 -0.0027059137121828538 0.0056618081220207329 0.00098278397150644548 -0.0004783540113664899 0.0048843575054966382 -0.0026297695869927354 -0.00043563106186238806 0.0039849737679881186 -0.0071078870316586351 -0.011414233359193955 -0.00049975026605615018 -0.014529159767307032 -0.014164498146822255 0.0032856777331202978 -0.011383595393250226 -0.003355478938158908 0.0040882366729200004 leaf_weight=1967.5908133387566 34412.925998061895 569.37161476910114 13045.817637488246 49378.843429833651 841.23647053539753 561.10301843285561 10764.758398145437 593.42803195118904 18588.955611795187 18685.077457353473 2197.6351864635944 6186.4132327437401 2425.9293902665377 6188.5496782064438 15938.909648239613 25107.578766569495 14826.38027086854 17422.069456636906 8254.8784928917885 7002.7370409667492 19714.539367645979 5321.7523844540119 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719009 619484 338675 54271 380334 330620 230500 49714 100120 21387 28327 562230 171134 391096 132549 258547 216969 167417 49552 41578 87063 88659 335152 332644 209941 122703 69231 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 1 2 2 1 0 0 3 3 3 2 0 2 0 2 2 0 2 1 2 1 3 1 0 2 split_gain=2143.28 1551.29 526.252 401.714 260.214 164.128 144.302 139.42 247.366 240.877 153.06 141.836 141.434 130.557 128.974 223.623 144.843 241.093 231.327 269.05 173.278 140.725 131.931 124.145 124.022 120.792 120.558 192.057 157.942 141.205 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3751.9816894531255 -5.4999999999999991 74.000000000000014 -1.4999999999999998 3673.077514648438 1607.8663330078127 1.5000000000000002 51.500000000000007 54.500000000000007 2.1755000352859502 1.0205000042915346 3.653500080108643 2704.067260742188 48.500000000000007 2404.0227050781255 44.500000000000007 6964.4814453125009 911.27563476562511 33.500000000000007 3673.2597656250005 9.5000000000000018 135.80005645751956 4.5000000000000009 2.0774999856948857 29.500000000000004 49.500000000000007 5009.0314941406259 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 25 -3 8 9 -2 13 -12 -10 -9 16 -16 18 -18 19 20 24 -21 -20 -11 -6 -5 27 28 29 -27 right_child=3 2 4 5 14 -7 -8 10 12 23 11 -13 -14 -15 15 -17 17 -19 22 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.029263458163130494 -0.0028164620048911574 0.013787336517279916 0.0057464365341872393 -0.0002865462855401184 0.011273767109096042 -0.017053050755185352 0.0062709692132541404 -0.017388064668004299 0.00056529478255265889 -0.0061709752109770687 -0.016549383834412377 -0.0060032565445209919 -0.0046730938012129993 -0.0026261068349803765 0.0054987135768907501 0.00095344472794526007 -0.00046398170647647029 0.0047416642316269802 -0.0025331653321877339 -0.00042255557000693436 0.0038673270739740342 -0.0068943097394551052 -0.011002792994162038 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233.199 227.63 145.425 135.6 133.193 123.657 118.53 118.214 112.914 294.025 139.95 217.826 161.045 135.995 118.088 1102.92 282.683 797.15 177.591 243.272 153.608 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 3751.9816894531255 -1.4999999999999998 74.000000000000014 -18.499999999999996 -10.499999999999998 3673.077514648438 1607.8663330078127 1.5000000000000002 51.500000000000007 54.500000000000007 2.1755000352859502 1.0205000042915346 94.500000000000014 9.5000000000000018 25796.883789062504 12.393000125885012 8.5000000000000018 52.500000000000007 94085.273437500015 65050.789062500007 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 89063.015625000015 2.5000000000000004 39114.154296875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 8 6 15 -4 -3 9 10 -2 14 -13 -11 -10 17 -12 18 -5 23 21 -21 -22 24 -19 27 -27 -25 -29 -26 right_child=3 2 4 5 -6 -7 -8 -9 11 13 16 12 -14 -15 -16 -17 -18 19 -20 20 22 -23 -24 25 29 26 -28 28 -30 -31 leaf_value=0.029042373830128049 -0.0027333256141550246 0.022825657058962737 0.01192772566088557 -0.00089102404022974502 0.00069966417058879647 -0.016717278903313162 0.0029253710217417312 0.0074190673154257303 -0.016945902155053351 0.00054832407930133361 -0.0059949487552568423 -0.016169283264692379 -0.0058338514629547155 -0.0045367264452856769 -0.0025486243894329375 -0.013732747827585535 -0.013821248620555251 -0.038993948641035184 -0.011053957916354242 -0.00108243177624 0.00020017107559006694 -0.0090072978030425622 0.0097873529130219697 0.0023815649085862259 0.0045761670806065578 0.017953026343542674 -0.0050755626589715896 -0.030140593378738256 0.012034377645400149 0.014392745446192175 leaf_weight=1880.9105470776558 34378.882980659604 559.20004910230637 1790.1247016787529 49372.448765516281 93644.172875463963 549.47621493041515 54640.264782711864 10698.119387239218 587.97243271768093 18589.766498148441 18628.763857141137 2166.4771724045277 2417.0925506949425 6176.0570558607578 6182.258728146553 620.25797532498837 1915.61381316185 450.40897923707962 2702.2812369018793 8516.2735881358385 3381.0339139997959 3165.731067866087 2196.8748849630356 442.52825684845448 2720.256755053997 2120.3954193592072 3737.2941974848509 603.32415413856506 154.64088727533817 3035.4784816205502 leaf_count=18685 141841 2967 8272 198774 381978 3523 229234 51304 2547 74574 79659 10675 10712 25546 25780 2508 9000 1811 11167 34115 13581 12697 8838 1783 10929 8574 15056 2429 621 12269 internal_value=1.17041e-05 0.00241081 0.00210032 -0.00222822 0.00164395 -0.000772581 0.00321095 0.00818438 -0.00356756 -0.00313656 -0.00422632 -0.00659262 -0.010719 -0.000719777 -0.00379898 -0.000667302 -0.00672469 -0.00056919 -0.0014184 0.000879577 -0.000901198 -0.00323001 0.00397611 0.00319677 0.00621545 0.000542493 0.00326044 -0.0127195 -0.021536 0.00975327 internal_weight=338024 163213 161332 174812 150075 83768.7 56430.4 11257.3 91042.9 79689.1 54923.3 11353.8 4583.57 24765.8 6770.23 83219.2 20544.4 82599 52074.7 30524.2 17259.9 11682 5577.91 13264.3 6206.14 7058.18 5857.69 1200.49 757.965 5755.74 internal_count=1411449 692440 673755 719009 619484 338675 237506 54271 380334 330620 230500 49714 21387 100120 28327 335152 88659 332644 209941 122703 69231 46812 22419 53472 25009 28463 23630 4833 3050 23198 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 3 2 2 2 3 2 3 2 1 3 0 2 2 2 1 0 0 0 2 0 0 2 2 2 0 split_gain=1900.52 1449.39 471.784 359.141 226.598 182.448 261.732 241.369 188.846 187.998 171.824 279.038 183.473 167.638 163.436 141.583 159.97 162.985 152.189 133.033 130.624 125.377 222.174 205.383 603.304 378.749 1135.7 374.209 246.076 540.008 threshold=1.0000000180025095e-35 1.5000000000000002 10.80550003051758 11031.315917968752 -5.4999999999999991 1.1980000138282778 2902.4506835937505 216.75743103027347 2272.6494140625005 5.4584999084472665 755.62243652343761 1.532000005245209 310.97680664062506 -10.499999999999998 74.000000000000014 48.500000000000007 259.04246520996099 1682.390319824219 188.89690399169925 2.5000000000000004 54.500000000000007 17.500000000000004 49.500000000000007 89063.015625000015 2.5000000000000004 2.5000000000000004 99992.636718750015 56232.490234375007 39114.154296875007 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 6 8 -7 15 10 11 12 20 -4 21 16 18 -18 -2 -8 -9 23 -23 24 27 26 -25 -5 29 -26 right_child=3 2 13 14 -6 7 19 9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 25 28 -27 -28 -29 -30 -31 leaf_value=0.028822969636494885 -0.0077110651030407613 0.0053305486480353086 0.020556541102753931 -0.035997055104934665 0.0011181629626994599 -0.0074937507545216227 -0.0076035449877691003 0.003440238801654838 0.0034669879303230703 -0.0052479885922135467 -0.00044732646051037051 -0.0046564070277280295 -0.0029408542666995614 0.0061456964950415503 -0.016486133259997805 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207263 93405 6202 74336 3503 32849 7246 3405 2348 8353 3531 56458 45839 2429 5625 24187 8574 1547 19558 40997 internal_value=1.14121e-05 0.00234043 0.00203841 -0.00216273 0.00148528 -0.00305025 -0.00537935 -0.0024749 -0.00306435 -0.00203442 -0.00145157 -0.00346538 0.00482176 0.00679907 -7.81365e-05 -0.00472845 -0.00892958 -0.0139339 -0.00263618 -0.00957132 0.0114749 9.36992e-05 -0.00140327 0.00155369 0.00343816 -0.0021991 0.00708882 -0.0200603 0.00476613 0.00239621 internal_weight=337795 163088 161249 174706 144465 122536 24273.3 98262.9 15637.6 90334.5 76465.9 25443.7 3197.25 16784.7 52169.9 12462.3 4571.41 2546.5 2024.9 8635.79 1721.65 51629.2 25491.8 26137.5 17400 8737.45 2720.93 930.734 16469.3 11617.2 internal_count=1411449 692440 673755 719009 595486 508075 102950 405125 64824 371679 314156 106893 13488 78269 210934 52098 19249 10651 8598 38126 7286 207431 102297 105134 69944 35190 11003 3764 66180 46622 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 1 1 0 2 1 0 3 0 2 1 3 2 2 2 3 0 2 0 2 0 0 2 2 2 0 split_gain=1789.54 1400.81 450.018 338.415 227.387 159.736 144.233 141.735 136.325 133.711 113.274 112.877 152.857 176.858 111.015 104.504 105.906 104.685 148.167 102.414 222.289 99.965 94.6087 94.3169 238.441 166.908 112.16 183.874 134.717 218.986 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 12078.030273437502 -1.4999999999999998 3.5000000000000004 -18.499999999999996 96.500000000000014 415.59368896484381 -1.4999999999999998 1.5000000000000002 5.9049999713897714 45.500000000000007 755.62243652343761 24.500000000000004 1.0205000042915346 142.59513854980472 3673.077514648438 3673.2597656250005 4.7190001010894784 48.500000000000007 1572.3760986328127 66.500000000000014 32666.960937500004 45.500000000000007 21.500000000000004 9587.6123046875018 1148.0775146484377 3673.077514648438 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 9 5 6 11 -4 10 -7 -3 -5 12 13 -2 -10 17 -17 -6 -19 20 -12 -15 -22 25 -25 -8 27 -27 -29 -30 right_child=3 2 4 7 15 8 23 -9 14 -11 19 -13 -14 21 -16 16 -18 18 -20 -21 22 -23 -24 24 -26 26 -28 28 29 -31 leaf_value=0.028605045250157196 -0.0031781201386444215 0.013001668982570795 0.011458952911599518 -0.014356336851469901 -0.00074006752135176792 -0.0098628640062898166 0.0065650904120418321 -0.022382829709486882 -0.0047816772645728148 0.0057215484088081981 -0.0037137383187596587 -0.0051853347449370632 -0.0034188607752501832 0.0048074684706022018 0.0044223026526791394 0.0082917237854144791 0.00035772200246442308 0.019502501176319579 -0.0049312418874369081 0.001439424087783508 0.0056420669107030193 -0.00021727785412943402 -0.0010996809010268593 -0.004650168253968294 0.010882166129949758 0.0004382956529981117 -0.0018545881284904953 0.0076713537583362355 0.0072985051794663448 -0.001438700176422239 leaf_weight=1798.0468353256583 19807.825343310833 3167.0075028538704 1778.2123062908649 482.0340765863657 826.33703009784222 4675.5107700079679 10344.737088441849 253.31609784066677 14262.9264562428 8021.5699070394039 13091.587132006884 12093.769676014781 42830.090781033039 4129.2324931919575 1285.7566656321287 1540.0746624171734 90086.928364485502 867.5741906017065 300.80974355340004 28059.139059066772 4333.4210779815912 26003.369462504983 3300.0380515307188 3915.6010738164186 1150.9756117463112 15126.102644041181 5129.8803960978985 8522.5291561037302 4783.4747394770384 5609.0968489646912 leaf_count=18685 82174 15837 8272 3157 3343 21536 44730 1111 59900 38434 52519 50178 177981 17047 5284 6226 366623 4541 1245 112874 17371 104624 13253 15772 4939 62649 21153 36069 20255 23667 internal_value=1.11161e-05 0.00227204 0.00197826 -0.0020991 0.00154529 -0.00293008 0.0030508 1.13098e-08 -0.00537122 0.00778224 0.000115099 -0.00245928 -0.00210391 -0.000976172 -0.00402058 0.000638964 0.000491077 0.0074321 0.0132118 0.00025809 -0.00134129 0.00047129 0.00272753 0.00277688 -0.00112168 0.00317579 0.0022807 0.00290388 0.00487556 0.00258285 internal_weight=337577 162969 161171 174608 149982 125088 56360.6 49519.5 20224.2 11188.6 49266.2 104864 92770.5 49940.4 15548.7 93621.7 91627 1994.72 1168.38 48784.2 20725 30132.6 7633.46 54582.4 5066.58 49515.8 39171.1 34041.2 18915.1 10392.6 internal_count=1411449 692440 673755 719009 619484 518724 237506 200285 86720 54271 199174 432004 381826 203845 65184 381978 372849 9129 5786 196017 83143 121671 30624 229234 20711 208523 163793 142640 79991 43922 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 3 1 1 2 2 0 2 0 2 0 2 0 1 3 3 2 2 2 2 3 0 2 0 split_gain=1630.95 1338.43 419.035 333.575 202.895 197.615 286.572 173.717 170.351 161.945 133.385 140.828 178.061 132.004 246.132 136.535 136.344 153.456 135.83 130.099 125.079 153.195 229.131 163.962 329.08 135.304 124.482 108.21 104.695 101.435 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 11541.221191406252 -12.499999999999998 79002.019531250015 2.5000000000000004 1.0619999766349795 -1.4999999999999998 4.5000000000000009 594.21514892578136 52483.353515625007 4.5000000000000009 11270.709472656252 46.500000000000007 833.09243774414074 42.500000000000007 3673.077514648438 51.500000000000007 24.500000000000004 5.9049999713897714 1.1980000138282778 755.62243652343761 239.406120300293 174.66455078125003 401.18936157226568 74.000000000000014 82.500000000000014 1116.587829589844 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 4 9 -3 10 -7 28 13 20 -6 -12 -13 15 -15 -9 -17 -18 -19 -11 21 23 -23 24 -2 -25 29 -24 -4 -5 right_child=3 2 7 26 5 6 -8 8 -10 19 11 12 -14 14 -16 16 17 18 -20 -21 -22 22 27 25 -26 -27 -28 -29 -30 -31 leaf_value=0.028176026777156429 -0.0046004475866782977 0.016412607976775687 0.00021396186184212925 0.0015088090154943361 0.01696273973362936 0.014008409384738645 -0.0032879121131380302 0.00076193368988067799 -0.00015141353326323279 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515.82049450278282 829.43950147926807 5975.9212740510702 24752.660069972277 leaf_count=18718 15709 6356 10822 102996 3786 5656 22476 61865 289000 59998 110763 6424 3990 22811 11178 53051 21551 6778 10970 5717 50468 124365 181759 2458 6365 62589 3410 3403 26193 99343 internal_value=5.38801e-06 0.00216476 0.00188033 -0.00201025 0.00473819 0.00430233 -0.000482381 0.00106097 0.000756751 -0.002852 0.0053768 0.00501004 0.0122935 0.00220541 -0.00122405 0.00297686 0.00449026 0.00175175 -0.00245795 -0.00575254 -0.00244532 -0.00208331 -0.00145768 -0.00437351 0.00017147 -0.00594604 3.44866e-05 -0.000121513 0.00516685 0.0001847 internal_weight=337244 162817 161056 174427 35886.4 34594.8 6344.08 125169 116535 123561 28250.8 27383.9 2197.49 44904.9 8246.33 36658.6 21778.2 9342.97 4249.04 15193.9 108367 96227 75580.1 20646.9 5307.37 15339.5 50866.2 45686 8634.36 50350.4 internal_count=1410968 692388 673670 718580 159451 153095 28132 514219 477204 512831 124963 121177 10414 188204 33989 154215 92350 39299 17748 65715 447116 396648 309527 87121 22074 65047 205749 185162 37015 202339 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=1 0 3 2 2 0 1 1 0 3 1 2 2 2 0 2 2 3 3 2 0 2 0 0 3 2 0 2 0 0 split_gain=1535.74 1292.95 396.404 314.144 207.289 331.029 249.06 200.991 178.749 221.971 154.959 169.571 150.269 141.893 130.892 150.644 128.22 263.23 199.019 126.109 406.456 257.639 221.154 124.04 118.228 100.516 95.444 208.476 777.707 303.389 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 11541.221191406252 14993.919433593752 51.500000000000007 -5.4999999999999991 -12.499999999999998 34.500000000000007 1.0619999766349795 2.5000000000000004 1607.8663330078127 142.59513854980472 3673.077514648438 3.5000000000000004 99992.636718750015 3673.077514648438 1.5979999899864199 2.1755000352859502 4712.1987304687509 51.500000000000007 997.99557495117199 44.500000000000007 86.500000000000014 74.000000000000014 1896.9642333984377 17.500000000000004 83842.167968750015 2.5000000000000004 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 10 6 -6 -3 -4 -8 13 -2 -12 -11 -10 -9 -16 18 -18 -13 21 -21 -14 25 -17 26 -23 27 28 -5 -29 right_child=3 2 7 24 5 -7 8 14 9 12 11 16 19 -15 15 23 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.027957338659746644 -0.002192568359895604 0.0062696390071513451 0.017829936993668329 -0.027646086357369537 -0.0041669102396189664 0.0052742091729028164 0.0027375416308981792 0.0097065731640369052 0.0010029603263494527 0.0087020907310309693 -0.0075471120802867477 0.0026316283503793679 -0.0023431689172496027 0.0091588759273128467 0.0047198505887030917 -0.0035384125483535304 -0.011872549646023202 -0.0015493094196060682 -0.012543558791455748 -0.0098800106804945182 0.0028374162295311256 0.011709988346958376 -0.00019400320595751715 0.011983350139183327 -0.014322861057835789 0.0041297670154988256 -0.0011490903476039911 0.0035139340378589293 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0.00495625 0.00446907 0.00369155 -0.00279563 -0.00490017 0.000507374 -0.000745736 -0.00396904 -9.63648e-05 0.00219031 -0.00154286 3.34369e-05 0.00592244 0.000179166 0.00146363 0.00348858 -0.00215636 internal_weight=337029 162679 160957 174350 130979 18128.1 112851 29978.1 103462 63469.4 123490 28004 55783 7686.42 28928 25188.7 16600.9 10140.1 6460.85 54224.3 9092.35 45132 22367.5 4135.84 50859.7 8719.32 50348.6 25596.3 16414.4 9181.9 internal_count=1410968 692388 673670 718580 538803 73609 465194 134867 423198 259041 512831 119310 226101 32940 129571 109539 68370 42206 26164 219778 36760 183018 91086 17264 205749 35599 202339 102996 66004 36992 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 2 2 3 1 1 1 2 0 2 0 2 0 3 3 2 2 0 0 2 2 2 2 2 split_gain=1446.12 1248.87 377.557 295.823 183.926 182.533 241.66 190.616 211.922 155.414 156.092 147.962 121.607 118.987 221.17 125.657 125.439 143.251 124.625 118.081 145.447 189.236 143.213 114.025 98.2504 95.1884 92.5222 91.9527 90.2724 132.001 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 11541.221191406252 -12.499999999999998 2661.5908203125005 4.5000000000000009 99992.636718750015 12667.155273437502 1.0619999766349795 -1.4999999999999998 4.5000000000000009 24.500000000000004 11270.709472656252 46.500000000000007 833.09243774414074 42.500000000000007 3673.077514648438 51.500000000000007 5.9049999713897714 1.1510000228881838 755.62243652343761 2848.0100097656255 96.500000000000014 82.500000000000014 1116.587829589844 142.59513854980472 216.75743103027347 47442.083984375007 79002.019531250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 11 -3 -6 28 8 -8 25 13 19 27 15 -15 -11 -17 -18 -19 20 22 -22 -2 -5 -23 -4 -12 -13 -7 -30 right_child=3 2 9 23 5 6 7 -9 -10 10 26 12 -14 14 -16 16 17 18 -20 -21 21 24 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.027739536396173759 -0.0022785292762836813 0.015681906350827134 0.0001625551588276014 0.00013288400743703311 0.0077548714777462141 0.0032820959739632114 -0.0016274146669642353 -0.0051889573737370735 0.0053899140380141179 0.00070292681777866053 0.0075224370563202825 -0.012872204824513041 0.0030497216175035128 -0.0045117687637235594 0.0060481017284667654 0.0062584789103371074 0.00505181283085873 -0.0088962749191548295 0.0016592607723396513 -0.0050882446643431183 -0.0032295269488021193 -5.3798857697268889e-05 -0.0079830549390174262 -0.020055851688041439 -0.010477942287206872 0.0069906943110094443 -0.0003136177272874923 -0.0053962774676090848 0.018109417212241241 0.0064956884365610897 leaf_weight=1684.269046202302 10201.055594205856 1274.3499540537596 2657.7051085531712 50597.591003775597 8979.0746893435717 2219.6894803196192 6506.72825974226 3485.700483366847 9569.8403894752264 14872.599250659347 1382.8060024827719 1687.3993436843157 1373.2925317287445 5627.3313878923655 2614.3682787418365 12403.603307336569 5084.9163494259119 1638.5348697155714 2610.4563167542219 12121.997703939676 31265.336638271809 47380.398778021336 6474.838532179594 253.03988794982433 827.97992645204067 5953.7839109152555 70233.975937202573 12090.009577944875 1423.0921489745378 2311.4013798385859 leaf_count=18718 41957 6356 10822 204633 39498 11286 27898 14189 40963 61865 5594 8013 5717 22811 11178 53051 21551 6778 10970 50468 130241 192376 28671 1116 3403 26193 283406 51985 7488 11773 internal_value=5.20788e-06 0.00204073 0.00177163 -0.0018932 0.00448956 0.00407608 0.00278154 0.00117084 0.00254976 0.000994371 0.000706824 -0.00268657 -0.00546334 0.00209462 -0.00116205 0.00282776 0.00428155 0.00165446 -0.00241126 -0.00229801 -0.00194623 -0.00141175 -0.00449346 3.2422e-05 -0.000232834 0.00488337 -0.000162316 -0.0063119 0.00807344 0.0109213 internal_weight=336807 162534 160850 174273 35769.9 34495.5 25516.5 19562.3 16076.6 125080 116469 123422 15150.7 44851.8 8241.7 36610.1 21737.5 9333.91 4248.99 108272 96149.6 79473.7 16675.9 50850.6 48208.4 8611.49 71616.8 13777.4 5954.18 3734.49 internal_count=1410968 692388 673670 718580 159451 153095 113597 83050 68861 514219 477204 512831 65715 188204 33989 154215 92350 39299 17748 447116 396648 326020 70628 205749 195779 37015 289000 59998 30547 19261 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 3 2 2 2 2 2 0 3 1 3 3 2 0 2 0 2 2 2 2 3 2 3 2 0 1 split_gain=1361.67 1206.17 360.589 278.622 196.558 141.541 239.137 214.848 187.969 252.026 293.844 219.738 174.404 120.193 113.769 116.021 197.1 266.164 146.527 246.264 219.847 136.127 122.935 114.764 111.734 107.362 238.314 195.65 113.811 105.301 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 11541.221191406252 -4.4999999999999991 1.1980000138282778 216.75743103027347 2902.4506835937505 1748.5217285156252 252.50982666015628 174.66455078125003 49.500000000000007 5.4584999084472665 2.5000000000000004 1.0205000042915346 2.5095000267028813 30543.693359375004 78.500000000000014 5808.2832031250009 48.500000000000007 1148.0775146484377 142.59513854980472 337.55393981933599 9139.0400390625018 74.000000000000014 833.09243774414074 1.532000005245209 310.97680664062506 54.500000000000007 -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 -1 29 5 -4 7 -7 8 9 10 -2 -11 25 -9 -6 18 22 -18 20 23 21 -16 -17 -20 -5 26 27 28 -8 -3 right_child=3 2 4 24 14 6 12 13 -10 11 -12 -13 -14 -15 15 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.027522460810460187 -0.0056474337908177866 0.011621126055459221 0.0044211445117425426 0.00017243569240937679 0.0070721798945060756 -0.0071168166186661337 0.0042615932104743291 -0.0065663749594787315 0.0017353469725627608 -0.017261707436019694 0.0086480987190853103 -0.0020480083130810082 -0.0047339390988708338 -0.015086339809362411 0.0064536982948636508 0.010050052068218376 -0.0040820902042262098 0.0092846102413492691 -0.011515662977434102 0.003121104184634457 0.0026061369819536059 -0.0016654353095732382 0.0022912770300315983 -0.0036641999482132214 -0.013995099931854698 -0.00030294298699674838 -0.0037550497849745562 -0.0027673604188158847 0.019623706661067043 0.0051132723104162277 leaf_weight=1647.1887327134609 4374.2059664279222 3120.7768189758062 16514.268137350678 50343.88850530982 2678.0273641049862 7883.0914527177811 884.67611993849277 6802.4904442280531 5789.9889700859785 2213.7138524353504 1837.7553013861179 1391.5211087167263 14131.75406268239 1908.2340753674507 1993.216816753149 1912.4037100076675 8584.5128371417522 1588.8918173909187 2158.2366705387831 4433.9462022483349 27665.938051819801 27502.345791369677 47201.385901287198 7491.215908780694 506.03879290819168 50769.571087196469 22921.493150785565 1589.5579885542393 852.07794171571732 7907.9079232215881 leaf_count=18718 18638 15866 72810 202339 12175 33438 3767 30177 23219 9486 7728 5838 58872 8551 8091 7849 34633 6747 8676 18183 113040 110918 196361 30062 3410 206203 96615 6705 3594 38259 internal_value=5.12203e-06 0.00198132 0.00171961 -0.00183721 0.00133398 -0.00260755 -0.00210397 -0.00465832 -0.00255169 -0.00508009 -0.00141822 -0.0113896 -0.00167043 -0.00843282 0.000951261 0.000825683 0.00180614 -0.00199447 9.78927e-06 -0.00273116 0.000685102 -0.00111677 0.00259339 -0.00542029 3.14459e-05 -0.00110831 -0.0026661 0.00483784 0.0117985 0.00695479 internal_weight=336600 162400 160753 174200 149724 123350 99032.2 24317.9 15607.2 9817.2 6211.96 3605.23 91149.1 8710.72 133210 130532 59287.2 10173.4 71244.9 14083.4 57161.5 29495.6 49113.8 9649.45 50849.9 77017.4 26247.8 3326.31 1736.75 11028.7 internal_count=1410968 692388 673670 718580 619545 512831 409194 103637 64909 41690 26366 15324 375756 38728 546735 534560 245590 41380 288970 56921 232049 119009 204210 38738 205749 316884 110681 14066 7361 54125 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 2 2 3 1 1 2 2 3 3 2 0 1 0 0 0 0 3 2 2 2 2 0 2 split_gain=1282.14 1164.8 345.459 262.423 172.086 172.725 220.12 175.706 201.995 141.32 142.271 140.992 154.602 116.428 237.378 185.837 110.547 203.633 117.107 109.909 107.097 91.6532 89.1511 93.803 144.775 131.814 220.653 122.636 107.559 88.3799 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 11541.221191406252 -12.499999999999998 2661.5908203125005 4.5000000000000009 99992.636718750015 12667.155273437502 1.0619999766349795 -1.4999999999999998 2.5000000000000004 1607.8663330078127 3673.077514648438 1.5979999899864199 2.1755000352859502 11270.709472656252 46.500000000000007 -8.4999999999999982 36.500000000000007 96.500000000000014 54.500000000000007 81.500000000000014 1.1980000138282778 216.75743103027347 239.406120300293 174.66455078125003 401.18936157226568 14.500000000000002 1116.587829589844 decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -3 -6 -7 8 -8 29 16 22 -13 15 -15 21 18 -18 -11 -20 -5 -14 23 25 -25 26 -2 -27 -26 -4 right_child=3 2 9 20 5 6 7 -9 -10 10 -12 12 13 14 -16 -17 17 -19 19 -21 -22 -23 -24 24 28 27 -28 -29 -30 -31 leaf_value=0.027305964033538306 -0.0034577102991891718 0.015154814513396668 9.0951099217557459e-05 0.00012767211187754811 0.0074589230686688207 0.007685239107289874 -0.001673422858743666 -0.0050269395436034611 0.0051813300867622133 0.0075156660703529724 -0.00017770964970340966 -0.0071047617669681793 0.0050953035896219396 -0.011219919370895257 -0.0013925477507130686 -0.012050012207267417 -0.0043732903095629197 0.0057678381913900366 0.0041200875555743076 0.00059235603491606921 -0.019475427218154578 -0.0034038329280263293 -0.0073881014059990514 -0.0057688504241692065 -0.0038680172882502575 -0.019616700680873064 0.0112785437910375 -0.0046926824585232984 -0.00047637584913597331 0.0066741745205933173 leaf_weight=1610.9898062199354 3288.6416175067425 1261.7389490604401 2656.8316562771797 50593.224099397659 8950.3140526413918 5913.0082017928362 6503.6737821102142 3485.0466096997261 9550.628127887845 4020.1443239152431 71604.473432675004 11342.836725443602 3949.365969017148 3268.2464092820883 6845.5035229623318 901.01076653599739 5627.9921010881662 2607.7718169689178 13801.112984567881 18743.262944072485 252.07351699471474 1606.4186138659716 2668.5830181241035 6145.8049712628126 9822.9411101639271 515.3000613451004 1266.7339709699154 12930.454766482115 58723.318231418729 5935.874012157321 leaf_count=18718 13684 6356 10822 204633 39498 30547 27898 14189 40963 18366 289000 50940 15920 14391 27815 3772 22811 11178 57958 77891 1116 6472 11072 25559 40918 2161 5200 55130 239797 26193 internal_value=5.00543e-06 0.00192353 0.00166902 -0.00178298 0.00427335 0.00387426 0.00261372 0.00107897 0.00240444 0.000925945 0.000651881 -0.00253095 -0.00440621 -0.002559 -0.00456825 0.000588225 0.00197782 -0.0011622 0.00268508 0.00208836 3.04867e-05 0.00263783 -0.00198204 -0.0018264 -0.00135789 -0.00377039 0.000640067 -0.00526464 -0.000962411 0.00463867 internal_weight=336393 162273 160662 174120 35664.4 34402.7 25452.4 19539.3 16054.3 124997 116405 123275 27913.4 16570.5 10113.7 6456.8 44800.3 8235.76 36564.5 32544.4 50845.3 5555.78 95361.8 92693.2 74692.1 18001.1 4555.38 13445.8 68546.3 8592.71 internal_count=1410968 692388 673670 718580 159451 153095 113597 83050 68861 514219 477204 512831 119310 68370 42206 26164 188204 33989 154215 135849 205749 22392 393521 382449 306274 76175 18884 57291 280715 37015 is_linear=0 shrinkage=0.03 Tree=60 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 2 0 1 1 2 0 2 3 3 0 2 2 0 0 3 1 0 2 2 2 1 0 2 0 split_gain=1206.9 1125.68 361.462 220.78 165.366 145.281 136.823 130.688 122.334 113.273 117.674 136.62 109.224 223.677 182.253 106.97 126.067 220.774 172.396 146.321 123.881 92.6395 92.0713 90.0503 88.76 89.4788 93.2676 84.7325 84.4002 83.7423 threshold=1.0000000180025095e-35 1.5000000000000002 10.80550003051758 12078.030273437502 -1.4999999999999998 2.5000000000000004 1266.0092773437502 94.500000000000014 -3.4999999999999996 -17.499999999999996 16437.536132812504 51.500000000000007 3618.2971191406255 1.6674999594688418 2.0774999856948857 26.500000000000004 1148.0775146484377 3673.077514648438 37.500000000000007 48.500000000000007 1.9854999780654909 -7.4999999999999991 54.500000000000007 2272.6494140625005 3997.433227539063 7836.1462402343759 -4.4999999999999991 44.500000000000007 5681.6511230468759 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 4 5 9 -2 -7 29 -4 -3 15 -12 14 -14 22 -11 -17 20 28 24 21 -18 23 -8 27 26 -26 -20 -19 -5 right_child=3 2 8 7 -6 6 12 -9 -10 10 11 -13 13 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.027025383163526737 -0.0018599654506389633 0.0097923313791801799 0.012989989267787884 -0.0004985099924507512 0.0003339357086588749 -0.0069730509031734758 -0.00055981833218720961 -0.014079337675029741 0.0048828444155330723 0.0052328828293306514 -0.003188164504714497 0.0061543902615711485 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leaf_count=18813 397378 8529 9583 157994 365411 48449 6722 2477 68677 50861 25965 7772 16020 27954 5158 55580 4820 11663 3729 16061 4088 25423 6476 9945 983 4363 1924 2774 5572 39419 internal_value=-5.38201e-06 0.00185624 0.00160805 -0.0017415 0.0011261 -0.00241474 -0.00430765 -4.431e-05 0.00581126 0.00243013 0.0021758 -0.00112755 -0.00267056 -0.0045957 0.000250148 0.00278498 0.00189989 0.00345757 0.000724343 -0.00210206 0.0072398 0.0086057 0.00249533 0.00486857 -0.00670956 -0.0113176 -0.0196702 -0.00146867 0.00564435 0.000125366 internal_weight=336080 162178 160594 173902 144074 124511 28220.7 49390.6 16519.6 54447 52628.9 8194.3 17482.8 10537.3 6945.5 44434.6 32634.7 19220.6 11157.6 7086.56 8063.03 7104.46 5723.78 4120.66 3307.77 1760.15 697.134 1547.62 4071.04 48800.6 internal_count=1410583 692591 673778 717992 595518 518102 120724 199890 78260 230107 221578 33737 72275 43974 28301 187841 136980 81400 47069 29834 34331 30243 23143 16667 13773 7270 2907 6503 17235 197413 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 1 0 2 0 0 2 2 0 0 0 1 2 3 2 1 2 2 2 3 3 2 2 2 2 split_gain=1136.32 1086.72 342.312 207.917 157.607 138.58 130.441 125.285 116.806 264.079 205.841 196.693 352.207 219.432 206.715 193.198 167.432 142.65 136.019 130.899 108.767 106.821 105.415 100.896 99.6276 129.842 183.789 135.589 278.934 137.745 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 12078.030273437502 -17.499999999999996 4.5000000000000009 24.500000000000004 96.500000000000014 17792.297851562504 51.500000000000007 26.500000000000004 5446.7993164062509 1148.0775146484377 48.500000000000007 35.500000000000007 56.500000000000007 -5.4999999999999991 361.94923400878912 1.0205000042915346 113.878231048584 -10.499999999999998 52483.353515625007 2404.0227050781255 8173.5148925781259 5.9049999713897714 1.1980000138282778 755.62243652343761 239.406120300293 174.66455078125003 401.18936157226568 decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -7 -5 10 -10 17 12 19 14 -13 16 -14 -6 -18 -12 -4 -11 -22 -16 25 27 -27 28 -2 -29 right_child=3 2 20 7 8 6 -8 -9 9 21 11 13 15 -15 23 -17 18 -19 -20 -21 22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.026808713052467473 -0.0040566153877301617 0.0097938791364479919 0.01833591166722463 6.4698479403573882e-05 0.012132822503903592 -0.0058985662837956069 0.0037373331620763465 -0.021244725908172953 -0.0028163525423740899 0.0018301371029457868 0.0075846374007378743 0.00020458662452807409 0.011155945379128574 0.0019826051988334377 -0.015401512205769003 -0.0014062643664837311 0.012042955263568628 0.0028700740301271194 0.0030565674725330527 -0.0011851577231961968 0.013903542568030754 0.011370685926364312 0.004632603115862383 -0.0064975302810989016 -0.004511503985656984 -0.0029156821210298287 0.00010524831141677504 -0.019521260595166623 0.011012325174316792 -0.0046200315972763769 leaf_weight=1549.0854462683201 3762.6020534932613 1866.6628703474998 619.08929799497128 49139.27512472868 1563.5970290899277 13876.651765942574 1391.1177423745394 249.57423643767834 16442.795493081212 2850.5578047782183 1599.1325661540031 3179.5586740523577 2938.2274268120527 5393.9033077806234 1741.9003840088844 6356.8735247850418 1614.7063656449318 34792.512021183968 24775.453960075974 36375.222105920315 1213.9557114839554 1677.9514023512602 12166.702808454633 3344.6374813318253 12308.50807544589 29723.848740696907 46448.516864806414 580.20726895332336 1565.5500118434429 14791.719304084778 leaf_count=18813 15750 8796 3458 198779 6520 60738 5800 1111 66566 11914 6536 12976 13277 22151 7059 26105 7903 146283 101661 147829 5693 7099 58436 13516 51369 124122 188332 2457 6458 63076 internal_value=-5.16372e-06 0.001802 0.00156066 -0.00168991 0.00113241 -0.00234352 -0.00502059 -4.29834e-05 0.00102063 -0.00104964 0.00137168 0.000581955 0.00119511 -0.0027244 -0.00579588 0.00333507 0.00436275 0.00326844 0.00360641 -0.000815854 0.00604249 0.0053652 0.00547371 -0.00954673 -0.00196916 -0.00164613 -0.00107357 -0.00375301 0.000371032 -0.00518247 internal_weight=335900 162063 160513 173838 146514 124449 15267.8 49388.8 144647 20971.3 123676 87319.6 73659.6 13660 8266.1 35685.3 29328.4 36356.1 26390.2 37974.4 13999.7 4528.51 13380.7 5086.54 109181 96872.4 76172.4 20700.1 5328.15 15371.9 internal_count=1410583 692591 673778 717992 606191 518102 66538 199890 597395 85579 511816 359013 303311 55702 33551 148946 122841 152803 109564 154365 67587 19013 64129 20575 451564 400195 312454 87741 22208 65533 is_linear=0 shrinkage=0.03 Tree=62 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 3 1 0 2 3 0 2 2 1 0 0 0 2 2 2 0 0 1 2 0 1 0 2 2 split_gain=1069.9 1048.95 324 198.508 163.685 177.762 166.363 152.626 151.954 128.997 150.617 124.244 121.588 177.311 113.688 106.641 105.956 166.785 151.371 120.228 104.711 212.132 104.508 100.539 106.31 122.557 98.2224 97.1533 112.489 202.564 threshold=1.0000000180025095e-35 1.5000000000000002 10.80550003051758 25796.883789062504 5.5000000000000009 24.500000000000004 8.545499801635744 -1.4999999999999998 29.500000000000004 1116.587829589844 1.1980000138282778 96.500000000000014 2902.4506835937505 6815.6660156250009 -3.4999999999999996 84.500000000000014 8.5000000000000018 52.500000000000007 94085.273437500015 65050.789062500007 5681.6511230468759 46.500000000000007 89.500000000000014 -17.499999999999996 16437.536132812504 44.500000000000007 1.5000000000000002 26.500000000000004 1148.0775146484377 3673.077514648438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 7 4 6 8 9 23 -6 26 12 16 -11 -14 -4 -7 -5 18 -18 22 -10 -22 -19 -3 27 -26 -2 -25 -29 -30 right_child=3 2 14 11 5 15 -8 -9 20 10 -12 -13 13 -15 -16 -17 17 19 -20 -21 21 -23 -24 24 25 -27 -28 28 29 -31 leaf_value=0.02659221056701782 -0.0017433842834370717 0.0092755555896049547 0.012461537550705859 0.0027023450069824108 -0.00040787832428931358 0.0057005936451185457 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592200 60666 531534 595518 53725 485664 299652 125792 62233 39449 78260 6941 124759 70070 46480 23590 41545 7961 13951 230107 221578 33737 186012 187841 136980 81400 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=1 0 3 2 1 1 2 0 1 0 2 2 0 0 3 0 2 3 2 2 1 3 0 0 3 2 1 2 2 0 split_gain=1007.33 1012.37 308.951 189.258 186.746 168.505 154.169 294.312 174.292 146.388 137.73 271.859 493.222 177.581 140.73 121.234 118.031 115.674 234.396 244.358 138.287 130.13 194.55 120.845 99.657 126.707 95.7543 83.8004 83.0949 191.145 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 1148.0775146484377 1.5000000000000002 -12.499999999999998 15354.050781250002 51.500000000000007 -5.4999999999999991 37.500000000000007 997.99557495117199 3826.821655273438 48.500000000000007 64.500000000000014 1.0205000042915346 42.500000000000007 113.878231048584 1.1980000138282778 2902.4506835937505 6665.8681640625009 2.5000000000000004 1.0619999766349795 50.500000000000007 94.500000000000014 28.166500091552738 2661.5908203125005 9.5000000000000018 8542.7006835937518 36319.728515625007 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 6 4 -2 -4 8 -8 -3 -10 16 13 27 14 -12 -16 -11 18 -5 20 21 22 -20 28 25 -7 -6 -13 29 -19 right_child=3 2 5 17 26 24 7 -9 9 10 11 12 -14 -15 15 -17 -18 23 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.026375758802080786 -0.00172879008370397 0.0051811394061855136 0.016259454733629625 0.0011602998927413455 -0.0048540059592150804 0.0068500200568889363 -0.0039325306026995657 0.0050623540909632194 0.0021598205734013843 0.0071232852788338467 0.012557704170606962 -0.013874600423988451 0.0026530553301644388 -0.0056056445899657237 0.0076005699360862508 0.0018496824169534785 -0.0023484010483623267 -0.0079438302323181307 -0.011335755195289919 0.00014203636813437968 -0.017768684127836044 -0.010905271307391053 0.0068844700888418629 -0.012539902889179555 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0.00423529 0.000842964 -0.00175044 0.0012523 0.000898618 -0.000110075 0.00112606 -0.00276772 0.00299267 0.00380952 0.00311282 -0.00185278 -0.000967678 -0.00324254 -0.00600953 -0.00937159 -0.00721594 -0.00141372 -0.000599687 0.00380979 0.00312258 -0.00553791 -0.0102746 -0.000514595 -0.000966758 internal_weight=335526 161828 160346 173698 49335.6 29642 130704 17817.7 112886 103563 57541.8 33663.6 10908.4 22755.2 20781 19248 23878.2 124362 17316.2 10633.5 6875.69 5471.16 2126.62 107046 28629 24878.7 18583.9 4574.08 106288 82357.3 internal_count=1410583 692591 673778 717992 209148 134829 538949 72434 466515 424366 235341 138898 44238 94660 86615 79027 96443 508844 73724 46777 31387 24874 9056 435120 129501 109022 81529 18410 431899 335055 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=1 0 3 1 2 3 3 2 2 1 1 1 3 1 1 2 2 2 2 0 0 1 2 2 0 0 3 1 0 3 split_gain=948.494 976.914 294.095 182.497 163.294 173.699 179.424 185.333 162.73 145.648 140.851 134.542 104.173 101.386 101.32 118.356 91.6256 91.0169 87.1768 114.911 87.7402 118.672 90.0564 153.027 100.735 141.775 84.2462 279.856 118.361 83.2622 threshold=1.0000000180025095e-35 1.5000000000000002 12.393000125885012 4.5000000000000009 7475.0764160156259 3.2575000524520878 1.1980000138282778 216.75743103027347 2902.4506835937505 24.500000000000004 -1.4999999999999998 82.000000000000014 74.000000000000014 -17.499999999999996 -1.4999999999999998 2404.0227050781255 216.75743103027347 207.88987731933597 16437.536132812504 76.500000000000014 30.500000000000004 -8.4999999999999982 997.99557495117199 3673.077514648438 37.500000000000007 48.500000000000007 1.0619999766349795 1.5000000000000002 50.500000000000007 1.532000005245209 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 10 4 5 6 8 -8 -2 17 13 -11 -6 -3 -4 -16 -7 -5 20 -20 -15 29 -23 -24 -25 -26 27 28 -10 -22 right_child=3 2 14 9 12 16 7 -9 26 11 -12 -13 -14 18 15 -17 -18 -19 19 -21 21 22 23 24 25 -27 -28 -29 -30 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999.63227511942387 9029.2994377613068 24807.537950471044 16415.49185718596 7997.3971417695284 607.79386693239212 1532.2934653162956 10671.192111626267 7246.763027459383 2268.3430379778147 3089.1260096728802 3459.9735923409462 3847.9463296532631 585.04693412780762 1066.5550500154495 1105.8220111131668 leaf_count=18813 53724 8796 19633 7256 225034 1704 27415 189522 3379 7939 372715 323 3396 65653 4706 43248 103184 69952 32865 2657 6961 43884 30688 9520 12778 14659 18139 2559 4466 5015 internal_value=-4.58678e-06 0.0016487 0.00142687 -0.00154438 -0.00119439 -0.00193916 -0.00118931 -0.000283796 -0.0036639 -0.00424733 0.00103072 0.00344705 8.93031e-05 0.00222898 0.00559616 0.00400406 -0.00408228 -0.00510325 0.00198909 -0.00077558 0.00252234 0.00156404 0.000965043 0.00238414 -0.00027032 -0.00215746 -0.00763161 -0.00325838 0.00247477 0.00763439 internal_weight=335326 161703 160253 173622 153718 97279 72064.5 52758.7 19305.8 19904 146347 1992.47 56439.5 55067.2 13905.4 10028.9 25214.4 17911.6 53218.9 8605.19 44613.7 29373.5 26735.4 16064.2 8817.44 6549.1 6277.92 2429.97 1844.93 2638.12 internal_count=1410583 692591 673778 717992 632522 404092 299204 216937 82267 85470 606191 8262 228430 233476 67587 47954 104888 77208 224680 35522 189158 123505 111529 67645 36957 27437 28543 10404 7845 11976 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 1 2 1 1 0 0 2 0 2 1 1 0 2 0 0 3 2 2 0 0 2 0 0 2 2 split_gain=944.588 938.63 274.239 186.459 156.535 155.713 150.669 155.086 117.701 116.9 108.256 150.012 109.518 116.532 100.962 158.47 102.315 124.411 106.145 116.513 102.228 131.884 170.531 100.393 100.164 99.7732 253.765 213.865 161.839 162.785 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 25796.883789062504 8.545499801635744 -4.4999999999999991 1148.0775146484377 9.5000000000000018 -1.4999999999999998 7.5000000000000009 51.500000000000007 99992.636718750015 96.500000000000014 58311.849609375007 24.500000000000004 7.5000000000000009 24.500000000000004 6233.4113769531259 46.500000000000007 28.500000000000004 1.1510000228881838 2748.945678710938 6665.8681640625009 16.500000000000004 88.500000000000014 94085.273437500015 55.500000000000007 20.500000000000004 2623.7399902343755 7836.1462402343759 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 7 -2 -3 -5 11 23 13 24 15 20 -17 -18 19 -19 21 -8 -23 -11 -12 27 -27 28 -7 -30 right_child=3 2 5 9 -6 25 14 -9 -10 10 12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 29 -31 leaf_value=0.026004761323410969 -0.0026868611299829801 0.012523399672330146 0.0039056185135055372 0.00281658824702497 -0.0053855664651174945 0.0057179584371509582 0.00088624723884901018 -0.011959058831598458 0.0045568588816638726 0.0045771011083295572 0.0009493504347888132 -0.0081062623236952559 -0.018163552263276071 0.0077702544047261284 0.006894229839237943 0.0036962005366043675 -0.004431822542389054 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13994 642 1866 3385 256609 25380 9249 26903 1159 16457 4146 404242 19695 56393 internal_value=2.16559e-05 0.00167243 0.00145763 -0.00151383 -0.00197325 0.00116532 -0.00168372 -0.00300672 0.00672784 0.000588303 -0.000926739 -0.00253877 0.00233124 0.00311443 -0.000903964 -0.00104486 -0.00592458 -0.00764039 -0.0150119 -0.0205719 -0.000685063 -0.00318294 -0.00554661 -0.000584811 -0.000694126 0.000828406 -0.00331137 0.000988872 0.00316218 0.00132573 internal_weight=335391 161628 160214 173763 142598 151794 131445 48743.3 8419.22 31164.5 18551.3 12410.6 6140.68 5914.66 82702.1 81234.4 5578.31 4734.03 1435.66 980.263 75656.1 12340.7 7806.24 9186.51 3253.35 135175 5044.14 130131 31033 18057.7 internal_count=1411515 692656 673906 718859 592750 630994 545768 206958 42912 126109 74559 49762 24797 23787 338810 332835 23328 19887 5893 4027 309507 52898 34629 36813 13069 556900 20603 536297 132055 76088 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 0 3 2 0 2 2 0 2 1 3 3 0 2 1 2 1 0 2 0 2 2 0 1 0 split_gain=889.338 905.67 259.548 175.541 159.414 153.916 202.519 149.637 270.021 141.955 144.012 153.202 158.231 129.051 161.193 131.858 113.973 183.583 194.681 219.261 154.764 151.95 150.548 112.658 142.431 128.785 138.314 110.017 109.757 106.06 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 25796.883789062504 -12.499999999999998 79002.019531250015 2.5000000000000004 12.393000125885012 11270.709472656252 78.500000000000014 3751.9816894531255 3673.077514648438 51.500000000000007 1148.0775146484377 9.5000000000000018 2.0774999856948857 2.0774999856948857 49.500000000000007 4911.6706542968759 7.5000000000000009 8173.5148925781259 29.500000000000004 44.500000000000007 52483.353515625007 4.5000000000000009 2661.5908203125005 12667.155273437502 7.5000000000000009 -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 -1 4 7 -3 23 -7 9 -9 10 11 13 29 14 -2 -15 17 18 22 20 -20 -21 -12 25 -25 -6 -27 -5 -4 -13 right_child=3 2 28 27 5 6 -8 8 -10 -11 16 12 -14 15 -16 -17 -18 -19 19 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31 leaf_value=0.025788677176248786 -0.0024104647298508457 0.01433302487098451 0.0019072185139918062 0.0027327020017371743 0.0066404660829075457 0.011552336079577261 -0.0032661607190933323 -0.0022410902300514565 -0.016730013135722178 -0.0064636938287246275 0.0050882582388851591 -0.0044443898679596191 -0.010209272425014147 0.0010975066745758928 -0.012054714377378444 -0.0035974380631860754 0.0010067488270627464 0.001575295549891642 -0.012863232739916493 -0.024051550859738584 -0.002401253942239103 0.0085637282081203712 -0.01335765925703692 0.017937008206791963 0.0023225856474731904 -0.0007900425560343695 0.0046564133504180243 -0.00089919195453051445 7.4141464908522345e-05 0.0059486190099195856 leaf_weight=1383.8621322065592 45652.114578336477 1221.04397174716 47437.668798223138 12610.485565885901 8854.9468090832233 984.3952401727438 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216.75743103027347 2902.4506835937505 1748.5217285156252 259.04246520996099 174.66455078125003 49.500000000000007 3.0835000276565556 49.500000000000007 74.000000000000014 7.5000000000000009 23.500000000000004 -1.4999999999999998 2.5000000000000004 1.0619999766349795 1.5000000000000002 113.878231048584 279.21791076660162 1.0205000042915346 2.9229999780654912 3673.077514648438 18.500000000000004 48.500000000000007 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 -1 18 5 -4 6 8 -8 9 10 11 -2 -12 14 16 -15 -5 -18 -3 20 21 -10 -6 25 -25 -24 27 -26 29 -28 right_child=3 2 4 13 22 -7 7 -9 19 -11 12 -13 -14 15 -16 -17 17 -19 -20 -21 -22 -23 23 24 26 -27 28 -29 -30 -31 leaf_value=0.025572246813953231 -0.0049039179582230467 0.012081341669907762 0.0037181847007702906 -0.0036999417946281471 0.0084133803150152724 -0.0040205421781231241 -0.0054425868470279843 5.2720299994357186e-05 0.0025755727749337798 0.0020569496100575745 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32858 25934 9333 556900 550685 479504 71181 469903 213630 256273 191828 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=1 0 0 2 3 1 2 1 1 1 0 0 2 0 2 0 1 1 3 2 2 0 2 0 0 2 2 0 0 2 split_gain=788.397 842.782 235.952 157.568 140.909 136.143 129.629 135.782 105.88 103.75 102.025 98.9768 143.328 102.684 110.073 93.9963 92.4133 141.621 95.8228 116.906 169 91.8486 88.6101 106.895 102.195 95.2604 111.022 106.803 88.4808 113.792 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 25796.883789062504 8.545499801635744 -1.4999999999999998 1116.587829589844 9.5000000000000018 -1.4999999999999998 -41.499999999999993 7.5000000000000009 51.500000000000007 99992.636718750015 96.500000000000014 58311.849609375007 88.500000000000014 24.500000000000004 8.5000000000000018 1.1980000138282778 2902.4506835937505 6665.8681640625009 16.500000000000004 83842.167968750015 17.500000000000004 55.500000000000007 9801.5458984375018 1193.5148925781252 48.500000000000007 32.500000000000007 3673.077514648438 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 7 -2 -3 -4 -5 12 21 14 15 -13 17 18 19 -8 -21 -12 23 -11 -24 26 -25 -27 -19 -30 right_child=3 2 5 10 -6 -7 16 -9 -10 22 11 13 -14 -15 -16 -17 -18 28 -20 20 -22 -23 24 25 -26 27 -28 -29 29 -31 leaf_value=0.025355391600301827 -0.0024703187810715898 0.011789910969194994 0.023858140144756762 0.0026316061247970116 -0.0050481663782664726 0.00036850581542741953 0.0004633477729268836 -0.011227616839608923 0.0041847751523160573 0.0054437995945056366 0.0044392861042130216 0.00089797584932633113 -0.0078518316074267912 -0.017638456481110114 0.0075337303793000963 -0.01702566887847214 0.0066385694732228771 0.00033614606837797803 -0.00011419971458004552 -0.0076418606625198284 0.0010392880973089955 -0.002321009025701746 -0.0062942361595481611 0.00063921934480926177 0.011456928828621074 -0.003510467676213568 0.0039236585090829485 0.0039680012010428929 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0.00224963 0.00300671 -0.000694372 -0.000814183 -0.000948456 -0.000643271 -0.00275893 -0.00487744 -0.000498061 0.0021508 0.00239542 -0.0036309 0.00181206 0.00244657 -0.0011635 -0.00606396 -0.0087709 internal_weight=334846 161315 159990 173531 142382 151644 131256 48142.6 8346.26 56587.4 31149.1 18544.3 12406.6 6137.73 5912.65 3253.08 83113.8 81642.8 77046.3 15412.9 9299.13 9184.32 56388.6 54099.7 2288.85 45409.8 37428.5 7981.28 4596.5 3230.26 internal_count=1411515 692656 673906 718859 592750 630994 545768 204859 42912 241200 126109 74559 49762 24797 23787 13069 340909 334920 315619 66061 41413 36813 240210 230749 9461 191868 158772 33096 19301 13709 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=1 0 3 1 2 2 0 1 0 0 2 2 0 0 0 2 0 2 3 0 2 3 2 2 2 2 2 0 0 2 split_gain=742.259 812.801 226.99 157.163 148.339 141.8 235.493 159.813 139.575 127.731 245.117 128.501 148.82 156.428 125.981 143.835 351.716 233.732 147.31 162.281 146.524 106.758 179.071 124.671 153.012 213.514 233.892 191.985 120.483 105.869 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 -12.499999999999998 25796.883789062504 14993.919433593752 51.500000000000007 -5.4999999999999991 78.500000000000014 7.5000000000000009 11270.709472656252 12078.030273437502 18.500000000000004 49.500000000000007 34.500000000000007 4814.8464355468759 49.500000000000007 997.99557495117199 1.0205000042915346 43.500000000000007 135.80005645751956 1.1980000138282778 216.75743103027347 2902.4506835937505 1748.5217285156252 259.04246520996099 174.66455078125003 49.500000000000007 14.500000000000002 6665.8681640625009 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -3 9 10 -2 21 -13 -14 -9 17 -17 20 -19 -20 -16 23 -23 24 25 26 -11 -27 -24 -25 right_child=4 2 3 -5 -6 6 -8 14 -10 11 -12 12 13 -15 15 16 -18 18 19 -21 -22 22 28 29 -26 27 -28 -29 -30 -31 leaf_value=0.025138023608604773 -0.0017417005941513159 0.0049341217211596369 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7672.0075157433748 17594.886965960264 25029.6532548666 7751.3377173542976 7823.2072809189558 6766.4985765218735 5775.745093613863 2147.627243205905 1876.3160361051559 1364.9786243140697 76096.126005262136 1929.4571141451597 leaf_count=18750 14229 42091 5292 129602 126109 55293 18397 164387 24388 18570 7112 25436 23772 13738 6851 20244 19209 7797 31464 72239 101040 33272 32638 31404 23164 9368 7894 5768 313938 8059 internal_value=1.93275e-05 0.00148479 0.00129296 0.00367354 -0.00134273 0.000756349 -0.0017075 0.00115325 -0.00175312 -0.00155808 -0.00631742 -0.00138105 0.00116602 -0.00124264 0.000814791 -1.74312e-05 -0.00337136 0.000592471 0.00256991 0.00201607 -0.0013942 -0.00172622 -0.00125855 -0.00349969 -0.00188485 -0.00418624 -0.000833714 -0.0100939 -0.000855573 -0.00637398 internal_weight=334677 161219 159922 29417.4 173458 130504 18106.1 112398 142317 136437 4893.12 131544 15699.1 9344.57 103163 63283.9 9737.28 53546.6 26835.7 25266.9 26710.9 115845 91670.7 24174.1 15478.1 9702.39 6189.78 3512.61 83919.3 8695.96 internal_count=1411515 692656 673906 134894 718859 539012 73690 465322 592750 568362 21341 547021 62946 37510 423231 258844 39453 219391 111500 103703 107891 484075 379848 104227 64764 41600 26464 15136 346576 39463 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 0 2 2 0 2 0 0 1 0 0 2 1 3 0 2 1 0 0 0 2 0 1 1 2 1 split_gain=673.562 788.069 224.242 140.192 135.054 204.336 109.213 112.258 102.658 111.882 165.252 97.5866 140.098 104.061 94.3479 115.426 173.748 94.2442 90.9922 90.3411 90.196 86.061 90.0449 169.65 120.608 190.328 97.5699 91.353 84.1094 77.4446 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 3673.2597656250005 79002.019531250015 2.5000000000000004 71819.058593750015 594.21514892578136 65.500000000000014 3673.077514648438 51.500000000000007 50.500000000000007 1.5000000000000002 48.500000000000007 14.500000000000002 1148.0775146484377 8.5000000000000018 1.0205000042915346 3.5000000000000004 113.878231048584 -2.4999999999999996 94.500000000000014 51.500000000000007 35.500000000000007 65050.789062500007 82.500000000000014 2.5000000000000004 23.500000000000004 94085.273437500015 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 6 28 7 -3 9 14 11 13 -13 -11 -2 16 -16 -4 -8 -19 -9 22 23 27 25 -24 -25 -5 -6 -21 right_child=3 2 17 21 5 -7 18 20 -10 10 -12 12 -14 -15 15 -17 -18 19 -20 29 -22 -23 24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.024917492494898108 -0.0047245804648791863 0.014746002446002892 0.0059307276530500049 -0.00024938308630707449 -0.0093309835157110704 -0.0028733225799249282 0.026346652195771546 0.0073291239645216508 -0.0052602235127045954 -0.0016648568776583639 -0.010122958229868521 0.011185792371457323 -0.01824357721874114 -0.012997958877704037 -0.0015653726869501435 0.00065502393682864886 -0.011137632839004553 0.0076528176845627825 0.0016789263022729318 0.0013718101915866519 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300622 internal_value=1.08228e-05 0.00140762 0.00122033 -0.0012867 0.00333557 -0.00055996 0.00422257 0.00395735 -0.0021142 -0.00178545 -0.00482805 -0.00189842 0.00636903 -0.00361949 -0.00137628 -0.00102057 -0.00198257 0.000623282 0.0171567 0.00049505 0.00362382 -0.000407386 -0.000322623 -0.00084579 0.00153433 0.000638989 -0.00428993 -0.000164624 0.0116248 0.000401702 internal_weight=334480 161078 159805 173402 35177.3 6524.18 28653.1 28077.4 89333.4 80881.6 9587.74 6172.53 1063.56 5108.97 71293.9 64447.2 40941.6 124628 575.739 121688 27235.4 84068.6 83418.1 65082.2 18335.9 16149.1 10746.3 54335.9 1041.02 120121 internal_count=1411471 692580 673777 718891 159500 29637 129863 126880 377833 341911 43260 26355 4540 21815 298651 269705 174608 514277 2983 500747 123101 341058 338286 264532 73754 64928 44461 220071 6119 494305 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=1 0 0 2 2 0 2 2 1 2 2 0 0 2 1 2 2 3 0 2 2 0 1 1 0 0 1 2 0 1 split_gain=634.138 759.73 211.463 133.876 127.309 193.255 104.294 106.416 101.871 91.6878 91.0315 245.936 267.917 287.954 173.072 149.439 134.911 157.482 103.986 118.482 101.756 87.9014 85.3476 84.2985 84.2014 135.214 84.1071 79.9324 79.912 74.9833 threshold=1.0000000180025095e-35 1.5000000000000002 16.500000000000004 12078.030273437502 79002.019531250015 2.5000000000000004 71819.058593750015 594.21514892578136 3.5000000000000004 216.75743103027347 5339.5974121093759 50.500000000000007 33.500000000000007 19411.564453125004 -7.4999999999999991 7836.1462402343759 1087.538757324219 1.0205000042915346 28.500000000000004 113.878231048584 52483.353515625007 3.5000000000000004 -2.4999999999999996 -21.499999999999996 43.500000000000007 28.500000000000004 92.000000000000014 94085.273437500015 81.500000000000014 30.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 8 6 27 7 -3 28 -10 14 12 13 -12 -4 -14 18 -18 -16 -20 23 -8 -9 -13 25 -19 -5 -6 -2 -11 right_child=3 2 10 26 5 -7 21 22 9 29 11 20 15 -15 16 -17 17 24 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.02469886070952616 -0.0012588448664368557 0.014373820367168952 0.0069444552303544625 0.00010704649904950516 -0.0090028429909077817 -0.002785845740383664 0.025942787461906071 0.0071293233416181937 -0.0094573723553392254 -0.0034635149293786366 0.0034459679461583004 0.037655157105259678 -0.013931470714892038 -0.004420440180988112 0.0020995960450488154 -0.0044130152597149251 0.011289075904827158 -0.00090713832275301012 0.0071118983880125762 -0.0015001901573062314 0.0094387440145791181 0.0016288977193208742 0.0027371619533700518 0.0015683942337680523 0.00035738821423073931 0.0049479290604945705 -0.043813448292396799 0.014769616855992736 -0.0063163494127056437 0.0055633235855379985 leaf_weight=1246.238462112844 101201.66011890769 837.92769880592823 4368.7603708207607 49350.631060898304 148.66825476288795 5485.6363287419081 355.94629362225533 4844.5256093889475 2242.7182534784079 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6519.83 28611.5 28041.1 123944 19850.1 124610 36104.6 25987.3 17015.6 88504.9 8971.69 84136.2 37813.9 46322.3 34028 10117.3 570.393 27203.2 8156.07 36189.8 17267.9 49389.9 1034.19 104094 17607.4 internal_count=1411471 692580 673777 718891 159500 29637 129863 126880 518696 86739 514277 148319 106010 69682 365958 36328 345667 157354 188313 137828 42309 2983 123101 33893 149263 71263 200195 6119 431957 75952 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 3 3 2 2 2 2 1 0 1 2 0 0 2 0 2 0 2 2 1 3 2 1 1 0 split_gain=597.022 732.273 201.307 128.76 134.426 116.159 151.96 137.915 135.452 120.73 242.987 107.376 105.882 100.769 90.4502 89.7953 229.582 148.074 225.74 375.05 248.527 195.705 129.17 119.582 103.598 100.826 117.142 110.002 100.765 98.5726 threshold=1.0000000180025095e-35 1.5000000000000002 8.5000000000000018 5.5000000000000009 24.500000000000004 7475.0764160156259 3.2575000524520878 1.1980000138282778 422.55772399902349 229.05034637451175 174.66455078125003 401.18936157226568 82.000000000000014 24.500000000000004 -12.499999999999998 17792.297851562504 51.500000000000007 33.500000000000007 4814.8464355468759 48.500000000000007 1087.538757324219 56.500000000000007 7836.1462402343759 113.878231048584 -2.4999999999999996 1.0205000042915346 3618.2971191406255 -6.4999999999999991 -9.4999999999999982 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 14 5 13 6 7 9 -9 10 -2 -11 -6 -5 -3 17 -17 24 20 22 23 25 -20 -19 -4 -22 27 -27 -25 -29 right_child=3 2 15 4 12 -7 -8 8 -10 11 -12 -13 -14 -15 -16 16 -18 18 19 -21 21 -23 -24 28 -26 26 -28 29 -30 -31 leaf_value=0.02447951471492802 -0.003270215841869597 0.016164504381182526 0.0049994648632215536 0.00035499214345659685 0.0048242514639701937 0.00012030947470636852 -0.0035623907685483039 -0.002167944149786773 0.00098449234024473192 -0.016494547372451589 0.01074044080817302 -0.003911706482977402 -0.034323727519548673 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47098 11371 7889 233654 107193 78838 145258 2738 6484 59331 312 49543 71482 64075 20955 6320 8474 25599 8335 25710 16974 3351 164159 6345 39261 18134 114900 29266 internal_value=1.02805e-05 0.00132635 0.00114941 -0.0012115 -0.00378114 -0.000951258 -0.00157127 -0.00088219 -0.000101769 -0.00302995 0.000784928 -0.0044731 0.00354891 -0.00481685 0.00441425 0.000801831 -0.00102479 0.00110845 0.000248303 -0.00342474 0.00100307 0.00293493 -0.00859005 -0.000901469 0.00236244 0.00416616 0.00363412 0.00549193 -0.00133224 0.00454317 internal_weight=334165 160875 159655 173290 15936.1 157354 99679.6 74052 54315.7 19736.4 5416.95 14319.4 1972.94 13963.2 15361.8 144293 20740 123553 73284.8 12492.1 60792.6 30179.8 6285.64 30612.8 50268.3 23957 22291.1 12886.8 29078 11535.2 internal_count=1411471 692580 673777 718891 69115 649776 416122 308929 224096 84833 22764 62069 8201 60914 74821 598956 85030 513926 302669 51047 251622 127051 25448 124571 211257 101341 93006 53745 118251 47400 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 1 2 3 3 2 2 2 2 1 0 1 2 0 0 2 3 1 2 3 2 2 2 0 2 2 split_gain=562.08 705.688 192.463 121.343 126.628 111.39 109.36 143.136 129.889 127.488 113.751 228.305 101.701 100.167 95.0482 83.8497 83.3719 223.249 177.191 130.315 84.3757 81.0078 79.2508 77.9781 77.1193 74.5785 100.974 154.901 74.1497 72.4003 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 5.5000000000000009 24.500000000000004 -41.499999999999993 7475.0764160156259 3.2575000524520878 1.1980000138282778 422.55772399902349 229.05034637451175 174.66455078125003 401.18936157226568 82.000000000000014 24.500000000000004 -1.4999999999999998 94085.273437500015 55.500000000000007 17.500000000000004 594.21514892578136 1.0205000042915346 11.500000000000002 142.59513854980472 74.000000000000014 216.75743103027347 2902.4506835937505 1682.390319824219 49.500000000000007 68603.160156250015 7128.9062500000009 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -3 7 8 10 -10 11 -2 -12 -6 28 -4 18 -18 19 -7 -20 -16 -22 -8 -9 26 27 -14 29 -5 right_child=3 2 15 4 13 16 23 24 9 -11 12 -13 25 -15 21 -17 17 -19 20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.024259405763339358 -0.0031745238064014194 0.022650605465627825 0.01212390994170918 -0.0037788159484770678 0.0046775477004244986 0.013724706724440826 0.00021822569853814853 -0.016233737544942558 -0.0021039247558020842 0.00095486924295802805 -0.016068127388612987 0.010398928905490663 -0.012892970498695328 -0.033524126887636736 -0.0041424654318755298 0.0042113591707118904 -0.0049848626771198511 0.011064349286308771 0.0055602751264922168 0.0027761149284080779 0.0059392014488337513 -0.0095985917953573877 0.00027857586950507561 -0.011868768713392597 -0.0032458226247368133 -0.006205378034706179 0.00066742122647496342 0.0027542739778465318 -0.011911871710456949 0.0068788881369083853 leaf_weight=1194.6023254022002 3846.2268885076046 211.71580800414085 1630.5140239149332 999.1843499392271 1909.4607151001692 1015.5792535990477 57190.323930695653 418.29140216112137 18707.075885355473 35602.908410549164 636.19564819335938 1570.7093726396561 1467.1299596130848 63.838865518569946 7607.2216984033585 4622.4567601829767 5172.0937376469374 918.59642261266708 2910.702563226223 26732.432085186243 2270.2526839673519 3611.8672337681055 114089.37093965709 484.44207090139389 25191.453322336078 6268.1660035699606 5003.5485365837812 930.56020784378052 382.0513027459383 1347.0346153527498 leaf_count=18803 16280 1091 9359 4441 7889 4537 230239 1773 78838 145258 2738 6484 6332 312 33520 24235 21074 3994 13490 117153 9337 16023 469507 3415 105420 29055 20038 3906 1534 5396 internal_value=1.00171e-05 0.00128753 0.00111555 -0.00117554 -0.00367137 0.000905149 -0.000922959 -0.00152473 -0.00085598 -9.87325e-05 -0.00294122 0.000761271 -0.00434319 0.00344167 -0.00467774 0.00627462 0.00087508 -0.00256432 0.00101757 0.00317683 0.000515219 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8.5000000000000018 5.5000000000000009 24.500000000000004 7475.0764160156259 3.2575000524520878 1.1980000138282778 422.55772399902349 229.05034637451175 174.66455078125003 401.18936157226568 82.000000000000014 2.3904999494552617 -10.499999999999998 -5.4999999999999991 4814.8464355468759 -29.499999999999996 113.878231048584 279.21791076660162 1.0205000042915346 2.9229999780654912 3751.9816894531255 74.000000000000014 3618.2971191406255 216.75743103027347 5681.6511230468759 46.500000000000007 1148.0775146484377 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 -1 14 5 13 6 7 9 -9 10 -2 -11 -6 26 -3 16 -4 -18 -17 21 22 -20 24 -7 -21 -8 28 -28 -5 -30 right_child=3 2 15 4 12 23 25 8 -10 11 -12 -13 -14 -15 -16 18 17 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.024038476492361342 -0.0030815774472171221 0.014750713850174579 0.0052816897262977962 -0.0087269230154312406 0.004535410968042896 0.00021167889860104687 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480.66808848083019 982.47186224162579 25175.431277438998 1392.9785678237677 735.17244221270084 1390.5281876474619 2838.988380074501 leaf_count=18803 16280 3873 33284 13778 7889 230239 1773 78838 145258 2738 6484 59331 312 20277 70948 6332 1502 20755 69066 2636 454440 3828 1674 3415 5439 105420 5814 3040 5743 12262 internal_value=9.7436e-06 0.00124965 0.00108253 -0.00114074 -0.00356504 -0.000895575 -0.00147969 -0.000830643 -9.57865e-05 -0.0028561 0.000738347 -0.00421907 0.00333777 -0.00454299 0.00419588 0.000752036 0.00313142 3.95951e-05 0.000530604 0.000452594 0.000747811 -0.00138538 0.00733155 0.000113195 0.0105865 -0.00335658 -0.00629532 -0.011158 -0.00481398 -0.0022639 internal_weight=333858 160684 159514 173174 15904.2 157270 99598.7 74006.6 54304.4 19702.2 5416.82 14285.3 1973.6 13930.6 15308 144206 12277.6 5036.2 131929 130387 112343 18044.6 2012.05 57671 1613.28 25592.1 9114.05 2128.15 6985.9 4229.52 internal_count=1411471 692580 673777 718891 69115 649776 416122 308929 224096 84833 22764 62069 8201 60914 74821 598956 55541 22257 543415 537083 464189 72894 9749 233654 8075 107193 40637 8854 31783 18005 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=1 0 3 1 2 0 2 0 1 0 2 0 2 0 0 3 2 0 0 0 2 2 0 2 0 0 2 2 0 2 split_gain=499.357 655.125 180.891 134.995 124.893 127.894 118.882 200.188 123.818 125.437 126.813 355.267 219.242 151.949 102.762 100.9 170.668 102.365 98.1957 107.931 122.126 103.073 873.052 263.164 663.495 131.612 198.409 124.598 249.59 208.224 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 -12.499999999999998 25796.883789062504 81.500000000000014 14993.919433593752 51.500000000000007 -7.4999999999999991 36.500000000000007 4432.1855468750009 48.500000000000007 997.99557495117199 64.500000000000014 10.500000000000002 1.1980000138282778 216.75743103027347 49.500000000000007 8.5000000000000018 52.500000000000007 94085.273437500015 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 2.5000000000000004 89063.015625000015 71819.058593750015 3.5000000000000004 65050.789062500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 6 -4 5 14 8 -8 -3 -10 12 -12 -11 -14 -2 17 -17 -16 21 20 -20 22 -6 25 -25 26 -23 28 29 -24 right_child=4 2 3 -5 18 -7 7 -9 9 10 11 -13 13 -15 15 16 -18 -19 19 -21 -22 23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=0.023848335615062888 -0.0042870967653735213 0.005179589707731979 0.014197929235845974 0.0027730339307009081 -0.030091425840957985 -0.0066538618040506581 -0.0034954712536550935 0.0038681622165205789 0.0018708013751353733 -0.001575600583689059 -0.0093833676000024662 0.0019068450741397424 0.0031043136965498317 -0.0047602136694420497 -0.0050391308501911989 -0.0050019443390718977 -0.0003648373436542586 -0.0011848287456897753 -0.00071115481765195393 0.0023536563419937371 -0.0076307522319941368 0.00068294508970110192 -0.020286157409905553 0.015799477443816771 -0.0050327541165932832 0.0047896801106205728 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0.000669657 -0.000214577 -0.00328672 0.000392225 0.00235353 -0.00136357 -0.00113403 -0.000714609 -0.00282839 0.000576665 -0.00089077 -0.00258206 0.0025113 0.00530808 4.10773e-05 0.00266452 -0.0126211 -0.0181807 0.00883275 0.00769401 -0.00771189 internal_weight=333749 160562 159423 29220.2 173187 142057 130203 18132.5 112070 106294 61223.4 10098.1 51125.2 25605.1 137818 127785 102429 25355.3 31129.9 17702.5 11636.5 13427.5 6297.47 7129.99 5906.28 1223.71 927.53 5727.22 5371.48 804.664 internal_count=1411595 692400 673704 135032 719195 593103 538672 73874 464798 437799 251444 41052 210392 107109 575435 532850 423357 109493 126092 71235 46692 54857 25810 29047 24060 4987 3795 23160 21715 3265 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=1 0 0 2 0 1 1 1 3 2 0 2 0 2 0 1 2 0 0 2 0 2 0 2 0 2 0 2 0 2 split_gain=470.087 630.983 172.651 117.792 136.351 115.457 97.146 163.405 128.469 128.112 130.866 105.178 106.095 97.8384 93.4703 86.3008 92.6045 85.127 111.57 147.429 85.9095 98.4039 95.0686 77.4514 890.171 318.818 565.945 146.997 115.676 110.441 threshold=1.0000000180025095e-35 1.5000000000000002 6.5000000000000009 29513.294921875004 81.500000000000014 -1.4999999999999998 29.500000000000004 7.5000000000000009 2.1755000352859502 5339.5974121093759 47.500000000000007 1266.0092773437502 45.500000000000007 5009.0314941406259 2.5000000000000004 -1.4999999999999998 2225.1726074218755 7.5000000000000009 52.500000000000007 99992.636718750015 93.500000000000014 65050.789062500007 66.500000000000014 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 89063.015625000015 2.5000000000000004 71819.058593750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 15 4 6 -4 7 14 9 11 -11 -9 -13 -10 -2 -3 -17 23 19 -19 21 22 -20 24 -5 27 -27 -25 -29 -26 right_child=3 2 5 17 -6 -7 -8 8 13 10 -12 12 -14 -15 -16 16 -18 18 20 -21 -22 -23 -24 25 29 26 -28 28 -30 -31 leaf_value=0.023626008409700711 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432.80061519145966 7269.3658309578896 7986.0508910119534 886.62050475180149 3239.3464176356792 674.37342762947083 2051.2316055744886 1827.5651177316904 424.00792403519154 4266.2194720357656 2178.3777059316635 3352.8725586682558 602.7344229221344 114.22911930084229 337.83854280412197 leaf_count=18696 4335 15912 237355 2438 18119 381988 4589 8784 5478 3796 1382 4139 7663 5588 539904 2147 36302 32018 3566 13032 2824 8290 7354 1765 17299 9052 13514 2428 460 1378 internal_value=-2.61523e-05 0.00114358 0.000986177 -0.00111033 -0.00145751 0.000722075 -0.00129541 -0.00136618 -0.00544845 -0.0079608 -0.0165658 -0.00561468 -0.00198973 9.72218e-05 -0.00110736 0.00467828 0.00301005 0.000653366 -0.000727481 -0.00243624 0.00279866 0.0042169 0.000469208 0.00260183 0.00537026 0.000469898 0.0034483 -0.0139689 -0.0222498 0.00962331 internal_weight=333604 160471 159355 173134 144658 148717 140312 139193 8298.62 5711.26 1223.55 4487.7 2765.14 2587.36 130895 10637.9 7702.17 28475.6 16665.2 11225.4 5439.79 4765.42 2714.19 11810.4 5138.17 6672.22 5531.25 1140.97 716.964 4604.06 internal_count=1411595 692400 673704 719195 603777 619343 585658 581069 36830 25764 5178 20586 11802 11066 544239 54361 38449 115418 67084 45050 22034 19210 10920 48334 21115 27219 22566 4653 2888 18677 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=1 0 3 1 2 3 0 2 1 1 1 0 0 2 0 2 2 0 2 0 0 2 2 0 2 2 0 2 0 2 split_gain=442.51 607.628 165.501 117.435 111.005 116.442 98.9754 185.807 90.3739 89.2426 174.126 88.1688 95.8982 110.196 96.4203 103.658 92.62 777.608 231.889 589.732 117.023 175.204 113.92 368.151 103.92 121.399 87.093 116.698 81.7924 77.7801 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 -1.4999999999999998 25796.883789062504 8.545499801635744 17.500000000000004 14362.723632812502 -41.499999999999993 7.5000000000000009 24.500000000000004 8.5000000000000018 52.500000000000007 71819.058593750015 96.500000000000014 65050.789062500007 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 2.5000000000000004 89063.015625000015 39114.154296875007 5.5000000000000009 33836.650390625007 56232.490234375007 14.500000000000002 11541.221191406252 89.500000000000014 2748.945678710938 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 7 26 -3 -8 -11 16 13 -13 15 28 17 24 20 -20 21 -18 23 -19 -6 -26 -2 29 -14 -28 right_child=4 2 -4 -5 11 -7 9 -9 -10 10 -12 12 14 -15 -16 -17 18 22 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.023402738481552381 -0.0028343459384118823 0.021408125802069973 0.0057667080269252421 0.00012420449596549593 0.0059677463254593343 -0.0043865026806265842 -0.0012319046146592916 0.0091626326525680642 0.0017707432882844863 -0.0063255575908286316 0.004465519630863184 -9.0106264201156823e-05 0.0010291826127118635 -0.0060686776296827389 -0.01723058764992362 0.007758844321490801 0.00066148326534680403 -0.013748260040583096 0.014921137872310473 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10897 4370 1168 9338 internal_value=-2.53538e-05 0.00110982 0.000956886 0.000762497 -0.0010774 -0.00143302 -0.00118309 0.00117581 0.00184389 -0.00147158 -0.0043448 0.000545782 -0.000844596 -0.00243899 0.00221454 0.00295062 0.00238067 0.00503598 3.94146e-05 0.00250523 -0.0118383 -0.0170727 0.00835661 0.00388299 -0.0285086 -0.0333021 -0.000292066 0.00226672 -0.000370802 0.000295603 internal_weight=333478 160402 159309 153121 173076 141972 130895 14264 56833.5 116631 8980.15 31104 17695.4 11632.6 6062.79 5841.66 13408.6 6282.91 7125.71 5900.73 1224.99 928.954 5716.98 2701.85 565.933 496.852 12049.5 6005.26 3455.01 4913.68 internal_count=1411595 692400 673704 640129 719195 593103 546058 58553 243888 487505 39698 126092 71235 46692 24543 23531 54857 25810 29047 24060 4987 3795 23160 10879 2650 2242 49687 24605 13889 20235 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=1 0 3 1 2 0 1 0 2 0 2 0 2 0 0 2 2 2 0 0 0 3 2 0 0 2 0 2 0 2 split_gain=416.538 585.028 161.433 125.088 112.177 188.554 113.086 117.957 119.205 334.391 206.066 142.819 106.065 145.092 109.688 302.248 133.83 102.521 189.84 152.552 95.0499 132.025 94.4222 91.7286 137.378 155.168 91.3203 94.0767 87.5564 87.5476 threshold=1.0000000180025095e-35 1.5000000000000002 6.4175000190734872 -12.499999999999998 14993.919433593752 44.500000000000007 -7.4999999999999991 36.500000000000007 4432.1855468750009 48.500000000000007 997.99557495117199 64.500000000000014 36319.728515625007 81.500000000000014 5.5000000000000009 10057.160644531252 2704.067260742188 12078.030273437502 18.500000000000004 48.500000000000007 43.500000000000007 1.0205000042915346 8714.5634765625018 6.5000000000000009 57.500000000000007 99992.636718750015 65.500000000000014 56232.490234375007 97.500000000000014 52483.353515625007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -3 -8 10 22 -9 20 13 14 15 16 -2 -16 -19 -20 -12 -22 -10 29 25 -25 -26 -28 -29 -14 right_child=12 2 3 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5450.1984444409609 6406.3568350970745 2445.2894391268492 1786.9664669036865 4499.3709152191877 118603.41059093177 1773.9912298321724 1287.5732023715973 9049.7033725380898 7767.1833204776049 5004.0170042514801 1553.8199079185724 15180.970807000995 2162.330179348588 6798.10160382092 517.51799516379833 3785.4703775644302 1157.0708792060614 2555.3839844167233 106.54103665798903 7971.2704229205847 leaf_count=18696 1520 26999 5380 129652 52058 21816 186355 103283 10017 22317 26492 9984 7409 18759 497316 8263 5549 36284 31240 20051 7916 62717 8718 27259 2091 15235 4661 10327 544 32687 internal_value=-2.4573e-05 0.00107703 0.000928451 0.00294683 0.00047648 -0.00171304 0.00083083 0.000608933 -0.000248631 -0.00322761 0.000339823 0.0022423 -0.00104542 -0.00134838 -0.00118245 -0.00649237 0.00277441 -0.0010532 0.000836617 -0.00151887 0.00297089 0.00178129 -0.00914195 0.000775672 -0.00070349 -0.00254616 0.00379369 0.00219109 0.00529544 0.00303727 internal_weight=333356 160336 159266 29139 130127 18126.1 112001 106244 61200.8 10095.2 51105.7 25586.4 173020 148342 143842 3418.06 1644.07 140424 21820.9 12771.2 23141.1 16734.8 4644.97 24678.3 14920.1 10583.6 4336.51 3819 2661.93 9758.24 internal_count=1411595 692400 673704 135032 538672 73874 464798 437799 251444 41052 210392 107109 719195 618982 600223 15332 7069 584891 87575 51291 97125 70633 18735 100213 60117 42494 17623 15532 10871 40096 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=1 0 3 1 2 2 2 0 2 0 1 1 1 3 2 0 2 0 2 2 0 0 2 0 0 0 0 2 0 2 split_gain=392.12 563.153 153.008 111.811 103.077 131.46 99.8891 119.449 95.5622 169.087 98.1274 87.8633 145.396 120.068 121.291 123.363 100.152 100.108 91.235 87.1363 112.25 129.499 100.177 86.6848 84.5161 84.4964 83.6612 118.68 344.131 199.926 threshold=1.0000000180025095e-35 1.5000000000000002 5.4584999084472665 -12.499999999999998 2362.8337402343755 13196.084960937502 29513.294921875004 81.500000000000014 15354.050781250002 51.500000000000007 -8.4999999999999982 29.500000000000004 7.5000000000000009 2.1755000352859502 5339.5974121093759 47.500000000000007 1266.0092773437502 46.500000000000007 5009.0314941406259 79002.019531250015 2.5000000000000004 85.500000000000014 52483.353515625007 4.5000000000000009 87.500000000000014 2.5000000000000004 36.500000000000007 4432.1855468750009 48.500000000000007 997.99557495117199 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 -4 -5 -6 7 11 10 -10 -3 12 25 14 16 -16 -14 -18 -15 22 -21 -22 24 -24 -7 -2 -12 29 -29 -28 right_child=6 2 3 4 5 19 -8 -9 9 -11 26 -13 13 18 15 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=0.022953280093012361 -0.01068290025041242 0.0050744662850352867 0.012096121295808853 0.0053895658445279205 -0.0017000153755475928 0.0037587118123765554 0.00061088440489077457 -0.0062386281725668484 -0.0034710679550172493 0.0035515328964447804 0.0015798337469402563 0.0071884622990969612 -0.010968455672043491 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4335 21154 6104 35040 36839 38989 115418 18119 49750 17391 172516 4589 8784 5478 3796 1382 4558 7244 5588 5635 21864 2960 6488 4238 1729 539904 103702 19319 22003 107983 internal_value=-2.38148e-05 0.00104539 0.000901015 0.00265619 0.00235076 0.00144775 -0.00101435 -0.00133414 0.000408183 -0.00171934 0.000733416 -0.00118249 -0.00124987 -0.00510856 -0.00754549 -0.0159412 -0.00525801 -0.00172437 0.00025586 0.00288993 0.000186196 -0.00138042 0.00451274 0.010343 0.00312826 -0.00100603 0.000544722 -0.000159287 -0.00312291 0.00042677 internal_weight=333220 160247 159198 34901 33807.1 26062.4 172973 144534 124297 16481.7 107815 140198 139079 8266.13 5684.02 1217.06 4466.96 2759.42 2582.11 17873.5 6704.03 5765.09 11169.4 2143.36 9026.08 130813 103324 61497.6 10153.4 51344.3 internal_count=1411595 692400 673704 159886 153782 118742 719195 603777 513818 67141 446677 585658 581069 36830 25764 5178 20586 11802 11066 81903 30459 24824 51444 10726 40718 544239 425523 253007 41322 211685 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 1 0 3 1 3 0 0 2 2 2 2 0 2 0 2 0 2 2 0 2 0 2 0 2 split_gain=379.723 540.732 146.897 106.643 98.613 88.5691 84.5614 102.604 92.3721 79.0461 76.3197 87.539 92.9103 85.7861 142.377 89.7762 73.5109 179.774 73.6975 88.7227 92.329 87.1751 69.933 69.1033 82.1885 121.981 99.4692 102.255 81.7697 66.2123 threshold=1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 5.5000000000000009 -41.499999999999993 12078.030273437502 24.500000000000004 92.500000000000014 2.3904999494552617 -1.4999999999999998 5.9049999713897714 46.500000000000007 49.500000000000007 271.27960205078131 1045.9146118164065 2748.945678710938 5681.6511230468759 46.500000000000007 1193.5148925781252 45.500000000000007 2848.0100097656255 54.500000000000007 87.386707305908217 3751.9816894531255 51.500000000000007 3673.077514648438 66.500000000000014 184.66258239746097 50.500000000000007 2404.0227050781255 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -8 16 -6 11 -2 13 -13 -15 -16 18 -18 -5 -20 21 -21 -12 24 28 26 27 -26 29 -14 right_child=3 2 4 6 9 -7 7 -9 -10 -11 22 12 23 14 15 -17 17 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.022733389871259641 -0.00012739725571160634 0.0055334248738200609 0.021605586921338956 -0.0082687918915940878 0.0015970287965559403 0.00037980508215209826 0.0041648894651529758 -0.025002821021978063 -0.00078685543391121614 0.00018444479253132922 -0.040259296528267145 0.00036675277297488676 0.00072506181292911599 -0.017706872946719451 -0.00028034031923353556 -0.0092843524215683176 -0.017301524927524358 0.0012185894816504508 0.0034447803310773246 0.0055382553812854986 -0.011329979391505627 -0.011030439489208621 -0.0032764827694488352 0.0011830820280231021 -0.0057405576439009667 -0.0075315657227932693 -0.0051060653471835284 0.00070904795674005478 0.0054331731786147466 -0.011370576879699492 leaf_weight=1028.7871595919132 55747.020788490772 5962.8187706917524 203.46444509923458 2755.8857796788216 56537.691187888384 45431.494571983814 1868.6292179524899 115.23636865615845 4794.8394132703543 96516.505173236132 46.190327629446983 1845.0490622520447 1412.0894291698933 941.92366555333138 2012.8700102418661 1974.0058049559593 1360.95194876194 721.95463648438454 1657.4061638265848 873.13033483922482 1240.8576052188873 424.86711497604847 12310.798765212297 7778.1110648810863 2703.6005506366491 3919.4764859527349 5759.3648218661547 12176.556505590677 2444.3289755731821 572.41907232999802 leaf_count=18709 229576 32802 1095 13965 242717 184478 7721 528 20219 397466 197 7784 5852 4145 8184 8700 5743 2989 6874 3570 5706 1756 52041 31472 11452 19182 24227 49959 10215 2517 internal_value=1.78359e-06 0.00105381 0.000913733 -0.000973333 0.000733994 -0.000736922 -0.00332156 0.00247063 -0.00415244 0.000706248 -0.00119135 -0.00091464 -0.0019226 -0.00515121 -0.0072168 -0.00473846 -0.00593853 -0.0108823 -0.00445736 -0.0019542 -0.00547875 0.000114906 -0.00341472 -0.00132776 -0.00200147 -0.00267983 -0.00175848 -0.000462792 0.00176019 -0.00276385 internal_weight=333138 160249 159220 172889 153258 157075 15813.8 1983.87 13829.9 153054 111644 99286.8 43539.8 6773.85 4928.8 3986.88 9035.05 2082.91 6952.15 4196.26 2538.86 1298 12357 36765.9 28987.8 24559 20639.5 14880.2 4428.84 1984.51 internal_count=1411841 692789 674080 719052 641278 649981 69071 8249 60822 640183 465503 413265 183689 28813 21029 16884 40603 8732 31871 17906 11032 5326 52238 154876 123404 104820 85638 61411 18584 8369 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 2 3 3 2 1 0 3 2 2 2 0 2 2 0 2 0 2 0 3 1 0 2 2 3 0 split_gain=357.453 520.361 138.744 100.541 96.1477 83.452 118.446 95.9333 92.6587 79.6939 96.8204 87.2724 78.3113 78.0419 75.8116 78.6801 70.3899 69.3628 170.094 69.8165 83.6007 87.3225 82.1051 68.2748 243.263 112.32 67.2777 99.7749 140.239 181.61 threshold=1.0000000180025095e-35 1.5000000000000002 4.5000000000000009 5.5000000000000009 -16.499999999999996 7475.0764160156259 3.2575000524520878 1.1510000228881838 2799.732299804688 24.500000000000004 92.500000000000014 2.3904999494552617 422.55772399902349 113.878231048584 2362.8337402343755 48.500000000000007 563.99078369140636 5681.6511230468759 46.500000000000007 1193.5148925781252 45.500000000000007 2848.0100097656255 54.500000000000007 1.0619999766349795 1.5000000000000002 50.500000000000007 279.21791076660162 5446.7993164062509 2.3904999494552617 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 -1 -3 5 -4 6 7 8 14 11 -11 17 -9 -6 15 -2 -8 19 -19 -5 -21 22 -22 24 25 -10 -15 -28 29 -29 right_child=3 2 4 9 13 -7 16 12 23 10 -12 -13 -14 26 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.022506195550434583 -0.0063035331461003766 0.0053827847320029086 0.0069461295546828852 -0.0080515745783727721 0.0071326153348624313 0.00019446031298174431 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641278 649981 416566 309384 69049 69071 8249 60822 240335 630367 43675 37553 107182 40603 8732 31871 17906 11032 5326 25374 10670 7856 623580 545119 214000 66263 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 2 1 0 3 1 2 3 0 0 2 2 2 2 3 2 0 0 2 3 2 0 2 2 2 0 split_gain=336.495 500.656 131.061 94.788 92.5495 79.2673 75.1052 91.3746 82.7933 75.0467 84.7277 69.9005 81.2599 83.0404 81.2977 134.854 81.7513 69.5383 84.4493 108.612 111.285 155.759 106.522 96.1979 92.8111 101.533 86.1105 122.1 81.3354 77.3444 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 5.5000000000000009 -41.499999999999993 12078.030273437502 24.500000000000004 92.500000000000014 3.0835000276565556 -2.4999999999999996 135.80005645751956 5.9049999713897714 46.500000000000007 49.500000000000007 271.27960205078131 1045.9146118164065 2748.945678710938 279.21791076660162 1.0619999766349795 3673.077514648438 52.500000000000007 34.500000000000007 58311.849609375007 12.393000125885012 52483.353515625007 84.500000000000014 3618.2971191406255 3673.2597656250005 4255.0842285156259 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 4 5 -3 11 8 -8 -5 -6 -11 12 -2 14 -14 -16 -17 29 26 23 21 22 28 -20 25 -22 -19 -28 -21 -12 right_child=3 2 -4 6 9 -7 7 -9 -10 10 17 -13 13 -15 15 16 -18 18 19 20 24 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.022277967161627533 -0.00010074731730528866 0.021052114295933164 0.0051640362123532083 -0.0052353941283506712 0.0019519614722489224 0.00036257967547709432 0.0039162372853371822 -0.02370740365133181 0.00018398303791675142 0.0068117842901896123 0.007922574130106436 -0.0032531707012600922 0.0004841935036373238 -0.0012688388204817756 -0.01715224249119816 -0.00024327334644335351 -0.0088468180674159957 -0.0015985014699721957 0.0011312797503524553 -0.0037338371997500627 0.0020680453484005572 -0.004392330870240083 -0.0038516982192298693 0.0088172228258430775 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70.7477 86.245 78.85 70.0205 67.5262 65.4411 161.192 66.3802 78.863 82.7508 77.3974 64.1423 80.7007 64.0974 144.404 168.484 71.6104 threshold=1.0000000180025095e-35 1.5000000000000002 -16.499999999999996 21.500000000000004 5.5000000000000009 7475.0764160156259 3.2575000524520878 46.500000000000007 49.500000000000007 3912.428344726563 271.27960205078131 1045.9146118164065 2748.945678710938 24.500000000000004 92.500000000000014 2.3904999494552617 113.878231048584 563.99078369140636 5681.6511230468759 46.500000000000007 1193.5148925781252 45.500000000000007 2848.0100097656255 54.500000000000007 422.55772399902349 87.386707305908217 3.0835000276565556 38.500000000000007 11817.106933593752 28.166500091552738 decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 6 7 24 10 -10 -9 -12 -13 15 -15 18 -4 -8 20 -20 -6 -22 23 -23 25 -2 27 28 -7 -28 right_child=4 2 3 -5 13 26 17 8 9 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 29 -29 -30 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1 1 2 0 0 2 2 0 0 0 1 2 1 2 1 1 3 2 2 split_gain=291.672 438.725 119.404 81.0797 75.7488 126.835 70.8952 68.886 67.875 55.0417 59.626 56.1613 54.03 52.1655 82.4624 76.8257 80.139 119.062 116.064 99.2638 80.2322 60.1106 58.3182 54.9758 51.5096 74.3857 50.7287 49.8098 64.4639 94.7633 threshold=1.0000000180025095e-35 1.5000000000000002 10.80550003051758 -1.4999999999999998 1148.0775146484377 1.5000000000000002 -1.4999999999999998 2362.8337402343755 82.000000000000014 24.500000000000004 95.500000000000014 5.5000000000000009 -43.499999999999993 16437.536132812504 45.500000000000007 26.500000000000004 1193.5148925781252 3673.077514648438 36.500000000000007 63.500000000000007 48.500000000000007 -14.499999999999998 361.94923400878912 -9.4999999999999982 5446.7993164062509 -3.4999999999999996 -6.4999999999999991 1.1510000228881838 2848.0100097656255 6665.8681640625009 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 -2 -4 -8 9 10 11 27 -3 15 -15 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499685 456786 52278 34808 24322 10263 7577 381733 24971 14582 356762 36411 27043 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=1 0 0 1 1 1 2 1 1 3 2 2 1 1 0 3 2 2 3 1 0 2 2 0 3 2 2 3 0 2 split_gain=258.456 405.302 107.594 77.8058 69.4111 67.8356 67.1781 112.739 61.1892 49.0684 55.4409 148.299 48.5361 49.8655 46.7132 46.1773 57.3161 84.4875 65.2445 219.387 78.6948 46.7608 46.3145 44.7436 43.0751 126.395 94.1106 67.1478 127.722 49.8674 threshold=1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 -1.4999999999999998 -1.4999999999999998 -43.499999999999993 1148.0775146484377 1.5000000000000002 82.000000000000014 74.000000000000014 28435.229492187504 31594.402343750004 24.500000000000004 5.5000000000000009 95.500000000000014 1.1510000228881838 2848.0100097656255 6665.8681640625009 1.0619999766349795 1.5000000000000002 50.500000000000007 2533.3342285156255 4712.1987304687509 51.500000000000007 1.0619999766349795 3618.2971191406255 3673.2597656250005 1.1980000138282778 52.500000000000007 291.56593322753912 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -2 9 12 -11 -12 13 14 15 16 21 18 19 20 -18 -8 -22 -19 25 -5 -27 28 29 -26 right_child=6 2 3 24 -6 -7 8 -9 -10 10 11 -13 -14 -15 -16 -17 17 23 -20 -21 22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=0.02098819231846864 -0.0006302456057412873 0.0087658581537431272 0.021591161761542313 -0.0023329776862221208 0.0024628942660282617 0.0014133783017287289 -0.00051321579366431539 -0.0036145205535505079 -0.030760035079806795 -0.017892469861700146 0.11786632408282689 -0.0033020777650638704 0.0046075682119969732 -0.0024516856993424215 -0.010411204672882491 -1.2401932206407038e-05 -0.0043476217685168538 -0.0017858792922099374 -0.0088501998588284402 -0.018061466631345887 0.01031152724262482 0.0082974308076878157 -0.014215319710221691 0.0067360379046876983 -0.00045548931342421828 0.010068128144351629 -0.0013196902611327342 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48.6995 70.6961 48.3158 48.0224 65.9773 63.9769 threshold=1.0000000180025095e-35 1.5000000000000002 10.80550003051758 -1.4999999999999998 -1.4999999999999998 2362.8337402343755 1148.0775146484377 1.5000000000000002 82.000000000000014 74.000000000000014 28435.229492187504 31594.402343750004 -43.499999999999993 16437.536132812504 52.500000000000007 26.500000000000004 1193.5148925781252 3673.077514648438 36.500000000000007 63.500000000000007 48.500000000000007 -20.499999999999996 361.94923400878912 -9.4999999999999982 5446.7993164062509 -3.4999999999999996 -6.4999999999999991 3997.433227539063 44.500000000000007 7836.1462402343759 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -4 -6 7 -2 9 -8 -11 -12 -3 15 -15 22 23 19 24 26 27 -16 -14 -17 25 -19 -18 28 -20 -29 right_child=6 2 4 -5 5 -7 8 -9 -10 10 11 -13 13 14 21 16 17 18 20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=0.020752797084744971 -0.00061142080549683156 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1080.5688022226095 1023.3989702165127 476.70378911495209 3806.3251783549786 1746.0822404921055 11585.512683451176 12697.758109256625 1356.8570586293936 1377.3837739378214 5880.1893154233694 794.80542473495007 675.09677493572235 1163.7406704574823 leaf_count=18705 127722 632 22978 364928 6931 48307 505147 81550 312 2168 70 1326 2211 27771 236 4366 7760 4992 4429 2037 16461 7696 51350 52519 5751 5768 25049 3297 2788 4764 internal_value=4.28599e-06 0.000848823 0.00073839 0.000483997 0.0030393 0.00186223 -0.000777149 -0.0016934 -0.000416596 -0.00040235 -0.00961097 0.00258682 0.00132498 0.00128397 -0.000799003 0.00168075 0.000950445 0.00216039 0.000233279 0.0048868 -0.0018792 0.00477182 0.0036675 -0.000758362 0.00436616 0.00688458 0.00570645 -0.00495652 -0.00126494 -0.00815794 internal_weight=331786 159455 158575 142788 15786.9 11415.7 172331 48664.1 123667 123607 491.881 194.09 53647.5 53532.1 8565.49 44966.6 32880.2 19250 11278.2 7971.79 7463.37 1792.63 12086.4 13630.2 3814.81 2457.95 7495.08 3657.04 1698.5 1958.55 internal_count=1410021 691726 673021 594805 78216 55238 718295 209272 509023 508711 3564 1396 229877 229245 35703 193542 139981 83096 48250 34846 31739 7932 53561 56885 16511 10760 32809 15278 7217 8061 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=1 0 3 1 1 1 3 0 2 3 2 0 2 2 2 2 0 2 2 2 2 1 0 1 2 2 3 0 2 0 split_gain=229.011 374.102 98.9452 74.7081 70.2097 64.8101 61.3782 109.636 92.8188 80.1541 192.674 147.676 103.131 63.3052 60.9937 96.6877 66.7079 63.2116 58.4787 56.352 118.942 100.343 159.147 85.4517 83.928 77.1779 55.3993 55.3205 63.7445 54.8335 threshold=1.0000000180025095e-35 1.5000000000000002 21.500000000000004 -43.499999999999993 -2.4999999999999996 -1.4999999999999998 1.1510000228881838 49.500000000000007 207.88987731933597 1.532000005245209 279.21791076660162 41.500000000000007 271.27960205078131 145.45140075683597 47442.083984375007 79002.019531250015 2.5000000000000004 17336.302734375004 94085.273437500015 6665.8681640625009 2848.0100097656255 2.5000000000000004 51.500000000000007 1.5000000000000002 157.04295349121097 3673.2597656250005 3.2575000524520878 53.500000000000007 65.776599884033217 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 -3 -4 -5 7 -2 13 10 11 -10 -11 26 17 -16 18 -6 -17 20 24 22 23 -22 -9 -24 27 29 -29 -8 right_child=6 2 4 5 14 -7 8 19 9 12 -12 -13 -14 -15 15 16 -18 -19 -20 -21 21 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=0.020516475670898142 -0.0049297289753019793 0.021038292476509811 0.012285220393741983 0.0013543961056356921 0.0030321387992173088 7.229357644554365e-05 0.001654457310803627 -0.0043023688732477111 -0.0046452491401523738 -0.0055173356057442967 0.00033198736326957203 0.013513004872781408 -0.00053325747913575189 -0.0053477455551120164 0.012793304769283304 -0.011388495999862686 -0.0026956027761978925 -0.0079980821160777135 0.011921003016095756 0.0046864959333884878 0.0059320736807810474 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0.000823788 0.000716519 0.00056745 0.00448493 0.00054591 -0.000753987 -0.00228921 -0.000545154 -0.000371761 0.00118022 0.00942749 -0.000694958 -0.00372166 0.00314199 0.00579066 0.00178782 -0.000885324 0.00856695 -0.000477962 -0.00128046 -0.00529386 -0.00340489 0.00334565 0.00123785 -0.00943918 0.000741478 0.00208112 -0.00406727 0.00623526 internal_weight=331687 159386 158523 152490 6032.15 152330 172300 20631.3 151669 143819 24788 2311.68 119031 7850.51 5146.16 3104.44 1975.31 2041.72 786.338 12237.3 10591.5 4083.56 3516.23 1659.62 6507.93 1856.61 2096.43 1949.33 786.001 1163.33 internal_count=1410021 691726 673021 639445 33576 638520 718295 90044 628251 594143 102985 9991 491158 34108 28019 17130 10625 10889 4823 53570 46901 19682 16858 7125 27219 9733 9021 8380 3393 4987 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 0 1 2 2 3 3 2 2 1 2 0 1 2 0 2 0 2 2 0 0 0 1 2 split_gain=201.369 372.485 102.424 86.2672 157.315 140.264 149.967 122.758 73.5669 107.161 66.1978 59.1986 56.8832 57.0799 96.7847 60.3696 54.7897 101.305 54.0143 52.8048 53.1856 52.6279 49.6932 49.6048 69.2733 184.354 144.54 128.117 155.842 139.365 threshold=1.0000000180025095e-35 1.5000000000000002 -20.499999999999996 18.500000000000004 2661.5908203125005 8007.5161132812509 79002.019531250015 2.5000000000000004 2.5000000000000004 1266.0092773437502 94085.273437500015 74.000000000000014 1.0619999766349795 3618.2971191406255 3673.2597656250005 -2.4999999999999996 71819.058593750015 3.5000000000000004 -1.4999999999999998 436.96165466308599 7.5000000000000009 142.59513854980472 2.5000000000000004 444.35388183593756 5947.2192382812509 44.500000000000007 51.500000000000007 33.500000000000007 -8.4999999999999982 23400.180664062504 decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -6 16 10 11 -10 -8 -2 13 15 -15 -5 18 22 -7 -4 -21 -14 -18 -23 25 -25 27 28 -26 -30 right_child=8 2 3 12 5 6 7 -9 9 -11 -12 -13 21 14 -16 -17 17 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486.63011457771063 2041.7975698560476 2656.966832280159 1369.4813665747643 3262.0385181456804 14.925775319337843 241.72173073887825 9984.0685366690159 1286.9741988778114 9144.9371648281813 27603.834280282259 295.69272136688232 29055.500595539808 800.16640816628933 20847.990012228489 9047.2194616943598 7856.0682850778103 7117.7160838991404 5011.1908607333899 leaf_count=18745 559837 8276 3761 4836 25421 24602 821 24534 48457 106466 4988 3551 8441 13072 5698 13211 100 994 44522 6396 40328 112362 1872 121069 3422 85845 38100 31750 29287 20069 internal_value=-3.04745e-05 0.00073754 0.000631473 0.000555976 0.00177186 0.000570512 0.00162792 -0.00215012 -0.000741707 -0.00194671 0.00796441 -0.000422733 0.000149598 0.00253029 0.00510616 0.000153033 0.00321611 0.0124985 0.00288067 0.00476599 0.00418362 -3.29953e-05 0.0238323 -0.000123753 0.000255702 0.000939387 -0.000887963 -0.00226566 -0.000429686 0.000416291 internal_weight=331783 159524 158674 157133 39361.8 28090.7 22494.1 6657.36 172259 36054.7 929.209 136204 117771 8389.29 4026.45 4362.84 15836.7 552.34 15284.4 11271 10431.9 109381 310.618 107340 79735.9 49903.5 29832.4 20785.1 12929.1 12128.9 internal_count=1410833 692522 673777 665501 178339 127854 102433 30343 718311 154923 5809 563388 487162 36817 18770 18047 72090 2966 69124 50485 46724 450345 1972 441904 329542 206914 122628 84528 52778 49356 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 2 2 0 1 2 2 3 0 2 1 0 2 0 1 2 2 2 2 2 2 0 2 0 2 0 split_gain=189.555 357.708 96.823 81.2678 148.346 131.94 141.251 115.773 69.2847 101.127 62.5905 56.1456 54.6483 111.347 136.085 156.667 126.362 120.553 146.91 130.731 118.811 102.197 90.8461 86.1145 79.4952 74.5854 73.2009 67.8763 117.966 63.4494 threshold=1.0000000180025095e-35 1.5000000000000002 -20.499999999999996 18.500000000000004 2661.5908203125005 8007.5161132812509 79002.019531250015 2.5000000000000004 2.5000000000000004 1266.0092773437502 94085.273437500015 74.000000000000014 48.500000000000007 5947.2192382812509 -6.4999999999999991 44.500000000000007 1846.5046997070315 33.500000000000007 -9.4999999999999982 23400.180664062504 444.35388183593756 8542.7006835937518 3997.433227539063 2404.0227050781255 135.80005645751956 32.500000000000007 4911.6706542968759 56.500000000000007 35052.082031250007 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 -4 -6 -7 10 11 -10 -8 -2 13 14 16 20 -5 18 -15 -20 24 -19 -17 -14 -16 -22 -27 -25 -29 -26 right_child=8 2 3 12 5 6 7 -9 9 -11 -12 -13 23 17 15 22 -18 21 19 -21 25 -23 -24 27 29 26 -28 28 -30 -31 leaf_value=0.020314241279431496 -0.00037373874869981496 0.0081095567021771051 0.0046305153125592285 -0.00023062640389683484 -0.0035649519760550261 0.0031233543426605493 -0.01090664134495716 -0.0036751749345001333 -0.0043971841857587601 -0.00088223095360741863 0.011026933692607483 -0.010618745564134483 -0.00051096355202872137 -0.014136723251709601 0.0078011099639944265 -0.0027758637013748917 0.011375171521995971 -0.011599158359436932 0.0029261311618328507 -0.0033655559442746876 0.0005118580676647833 -0.0033193304275425375 -0.014636584786913272 0.0042664160067324751 -0.00026054739229776878 0.0040904545668735042 -0.0090450951286474637 -0.00055818189636088389 0.0064907407422556285 -0.0041160474694050637 leaf_weight=833.78339014947414 135712.39159363508 1535.5083358585835 11253.129196897149 1529.8435311615467 5602.980548992753 15818.755614474416 137.55536100268364 5731.1879020482302 10325.066333010793 25709.991920024157 787.15601325035095 483.14436313509941 17753.428415700793 666.21067228913307 842.36934661865234 8476.6330037266016 1884.2306338399649 1716.8726139962673 7199.4734785109758 5062.1082390099764 14428.375350221992 6138.6665561795235 623.98526175320148 9186.5179237425327 10702.141745612025 12120.980262547731 394.24240329861641 10335.239908829331 2693.6469728499651 5992.6508876234293 leaf_count=18745 559837 8276 50485 7062 25421 72090 821 24534 48457 106466 4988 3551 72824 2838 3487 34388 8969 6964 29665 20275 59521 24786 2507 40189 43452 49994 1597 42805 11657 24182 internal_value=-2.9531e-05 0.000715846 0.000612823 0.000539539 0.00172022 0.000553813 0.00158063 -0.00208589 -0.000719586 -0.00188936 0.00776421 -0.000410082 0.000145162 -0.00031814 0.000367297 -2.73204e-06 0.00617462 -0.00219786 -0.000416795 0.000328652 0.000731026 -0.00512893 -0.0035891 0.00104674 -0.00119079 0.0019819 0.00367667 0.00229158 0.000899142 -0.00164449 internal_weight=331678 159448 158614 157078 39330.8 28077.6 22474.7 6655.9 172231 36035.1 924.711 136196 117748 77778.8 56995.5 53581.4 3414.07 20783.3 12927.8 12261.6 44480.8 7855.54 9100.62 39968.8 17537.2 26943.6 12515.2 22215.4 13028.9 16694.8 internal_count=1410833 692522 673777 665501 178339 127854 102433 30343 718311 154923 5809 563388 487162 319687 235159 219128 16031 84528 52778 49940 182233 31750 36895 167475 71121 111112 51591 94651 54462 67634 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 0 1 2 0 2 0 2 2 2 0 2 0 2 2 0 2 2 1 2 2 2 0 2 2 0 split_gain=185.255 178.678 156.645 99.3058 95.4259 66.0526 59.2631 55.3476 446.65 863.444 436.991 371.803 239.975 172.079 133.124 165.469 281.238 230.154 101.024 169.381 94.6454 88.7695 82.2568 66.5421 62.03 79.7544 55.4088 78.0435 60.2305 53.9672 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 2.5000000000000004 1266.0092773437502 17.500000000000004 -41.499999999999993 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 36319.728515625007 33836.650390625007 89063.015625000015 6.5000000000000009 71819.058593750015 3.5000000000000004 65050.789062500007 52483.353515625007 4.5000000000000009 56232.490234375007 47442.083984375007 1.0000000180025095e-35 42314.533203125007 42314.533203125007 47442.083984375007 1.5000000000000002 45446.361328125007 50102.638671875007 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 6 5 -5 7 -2 10 9 13 12 -12 -3 -9 15 16 17 -13 19 21 22 23 26 -18 -21 -26 27 -14 -29 -17 right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 11 14 20 -15 -16 29 18 -19 -20 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.031438693202704558 0.018165946262623606 -0.0052519615008065493 0.010493148998038047 -0.0042723094212192064 -0.00085584349533891421 -0.00044297092726965651 0.0011414344568895683 -8.9058288759028909e-05 -0.0046231042530368582 0.015363207613769818 0.00061260877042385671 -0.018269178558151307 0.020237509308653021 -0.02495841713086467 0.0024277962791361333 0.028846394392396099 0.0034331217082068069 0.010974093786444228 0.021887105884463003 0.010518753662363396 -0.0079526899046301301 0.0094915482824258872 -0.040770893675475671 -0.021184389453578523 0.024981988903199793 -0.039408038207535349 0.00029201324123791027 -0.13172521885397942 0.021335664592383573 -0.013457501938041115 leaf_weight=168.29548863321543 184.62930496037006 1253.0352351665497 1679.971203096211 10308.309208214283 25707.641670249403 174586.31989474595 56262.855445876718 394.97232081741095 9393.1932233422995 3053.6706534773111 40188.089147090912 534.67554293572903 8.0348650515079516 684.12369532138109 2450.1458349823952 515.44465705752373 168.54348501563072 442.83195976912975 902.40247836709023 794.32028357684612 163.55781893804669 356.91019071638584 382.88992244005203 238.88635118305683 607.90016469359398 17.82000245153904 83.359367966651917 10.480258762836455 2.9694066494703284 28.648566156625748 leaf_count=3854 1080 8283 12829 48457 106466 717340 242755 1804 38717 21081 170761 2482 184 2956 9892 2604 751 2035 4051 3402 1088 1577 1692 1077 2608 78 499 240 68 122 internal_value=-2.86215e-05 -4.46013e-05 0.00146579 -0.000365866 -0.00183369 -0.000143055 0.00119712 0.00069236 -0.00100705 0.00721172 0.00116003 0.00172793 -0.0129298 -0.0158557 0.00807808 0.0110822 0.00900224 -0.00502135 0.0134432 0.00995484 -0.0277014 -0.00143182 -0.034324 -0.0110007 0.0160837 0.0231482 -0.01078 -0.0537389 -0.0979326 0.0266189 internal_weight=331575 331407 58127.5 273279 36016 237263 56447.5 62676.9 13526 4132.77 49150.9 47246.6 1904.33 1079.1 7058.53 4608.38 4064.29 977.508 3086.78 2184.38 651.292 764.34 487.734 407.43 1420.04 625.72 104.844 21.4845 13.4497 544.093 internal_count=1410833 1406979 256664 1150315 154923 995392 243835 278052 64558 25841 213494 201440 12054 4760 30679 20787 18061 4517 13544 9493 3771 3405 2683 1828 6088 2686 991 492 308 2726 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 0 1 2 0 2 0 2 2 2 0 2 0 2 2 0 2 2 1 2 2 2 2 0 0 2 split_gain=179.509 168.186 148.62 93.5058 90.0402 62.1854 56.4178 52.0913 420.967 815.015 411.321 350.848 226.031 161.41 126.116 158.583 265.746 215.835 96.2992 160.283 89.4137 83.4385 79.6904 62.1003 59.06 75.1722 52.434 51.5263 50.4195 244.121 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 2.5000000000000004 1266.0092773437502 17.500000000000004 -41.499999999999993 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 36319.728515625007 33836.650390625007 89063.015625000015 6.5000000000000009 71819.058593750015 3.5000000000000004 65050.789062500007 52483.353515625007 4.5000000000000009 56232.490234375007 47442.083984375007 1.0000000180025095e-35 42314.533203125007 42314.533203125007 47442.083984375007 50102.638671875007 3.5000000000000004 5.5000000000000009 14993.919433593752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 5 -5 7 -2 10 9 13 12 28 -3 -9 15 16 17 -13 19 21 22 23 -14 -18 -21 -26 -24 -17 29 -12 right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 11 14 20 -15 -16 27 18 -19 -20 24 -22 -23 26 -25 25 -27 -28 -29 -30 -31 leaf_value=0.031394167103764449 0.017801685063026668 -0.0050960924733151778 0.010244407270715241 -0.0041508194100918988 -0.00083024331696859139 -0.00042968823681207332 0.0011074856456198465 -8.638598796240036e-05 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17.995918139815331 267.49564285576344 28.732955485582352 35920.734184741974 1414.846553042531 leaf_count=3854 1080 8283 12829 48457 106466 717340 242755 1804 38717 21081 13208 2482 991 2956 9892 2604 751 2035 4051 3402 1088 1577 595 1077 2608 78 1097 122 151330 6223 internal_value=-2.772e-05 -4.32303e-05 0.00142252 -0.00035491 -0.00177963 -0.000138726 0.00116156 0.000672082 -0.000977279 0.00701899 0.00112578 0.0016768 -0.0125475 -0.0153615 0.00785252 0.0107836 0.00875195 -0.00486319 0.0130833 0.00967821 -0.0268909 -0.00138736 -0.0333375 -0.0106366 0.0156592 0.0225753 -0.0397358 0.0260735 0.000594253 -0.0024893 internal_weight=331495 331331 58100.2 273231 35997.3 237234 56430.9 62650 13515.7 4119.41 49134.3 47230.9 1903.36 1080.37 7044.36 4594.57 4055.67 978.829 3076.84 2179.65 650.736 764.753 487.054 408.693 1414.89 622.415 381.105 538.898 40186.6 4265.82 internal_count=1410833 1406979 256664 1150315 154923 995392 243835 278052 64558 25841 213494 201440 12054 4760 30679 20787 18061 4517 13544 9493 3771 3405 2683 1828 6088 2686 1692 2726 170761 19431 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 0 1 2 0 2 0 2 2 2 0 2 0 2 2 0 2 2 1 2 2 2 2 2 0 2 split_gain=173.949 158.309 140.981 88.0421 84.9525 58.5411 53.8286 49.0251 396.767 769.329 387.261 331.093 213.106 151.483 119.495 151.986 251.12 202.456 91.7951 151.681 84.5913 78.4379 76.5387 57.9858 56.2592 70.8875 49.9376 57.2685 49.2024 49.1528 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 2.5000000000000004 1266.0092773437502 17.500000000000004 -43.499999999999993 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 36319.728515625007 33836.650390625007 89063.015625000015 6.5000000000000009 71819.058593750015 3.5000000000000004 65050.789062500007 52483.353515625007 4.5000000000000009 56232.490234375007 47442.083984375007 1.0000000180025095e-35 42314.533203125007 42314.533203125007 47442.083984375007 2799.732299804688 6368.3278808593759 3.5000000000000004 50102.638671875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 5 -5 7 -2 10 9 13 12 -12 26 -9 15 16 17 -13 19 21 22 23 -14 -18 -21 -26 -3 -28 -17 -24 right_child=1 3 -4 4 -6 -7 -8 8 -10 -11 11 14 20 -15 -16 28 18 -19 -20 24 -22 -23 29 -25 25 -27 27 -29 -30 -31 leaf_value=0.031351077289926525 0.018862390889577488 -0.035229433738458195 0.010000345654848445 -0.0040326295986943842 -0.00080540692032819944 -0.00041680376457423957 0.0010786273298248605 -8.3792892485397557e-05 -0.0043470150879432899 0.014596187986358061 0.00057644791477679132 -0.017026758818001159 -0.0099455564959482906 -0.02340281478509855 0.002284972699997037 0.027717486236517225 0.0032361316759033261 0.010385462445265748 0.020838360899150189 0.0099436977107325002 -0.007471454402636587 0.0089737286035241285 -0.022119678421621346 -0.019702282322974111 0.023784484550681821 -0.036385023494633448 0.0099828623774528072 -0.0068719679520923118 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0.00763358 0.0104938 0.00850923 -0.00471069 0.0127338 0.00940987 -0.0261169 -0.00134444 -0.0323991 -0.0102868 0.0152467 0.0220199 -0.00494481 -0.00375968 0.0255415 -0.0387097 internal_weight=331416 331257 58073.7 273184 35979.2 237204 56414.8 62623.1 13505.3 4106.05 49117.8 47215.6 1902.17 1081.42 7029.92 4580.47 4046.76 980.021 3066.74 2174.78 649.949 765.095 486.149 409.874 1409.69 619.033 1252.23 1205.07 533.707 379.492 internal_count=1410833 1406979 256664 1150315 154923 995392 243835 278052 64558 25841 213494 201440 12054 4760 30679 20787 18061 4517 13544 9493 3771 3405 2683 1828 6088 2686 8283 8061 2726 1692 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 0 2 2 2 0 0 2 2 3 2 2 3 0 0 2 2 2 0 1 2 2 0 2 2 0 split_gain=166.1 136.922 127.332 88.227 79.7171 66.829 297.488 203.735 62.4163 271.845 91.7766 111.326 193.472 61.9911 107.796 146.289 81.4677 86.7905 67.5732 71.4125 59.4676 59.3587 108.946 58.5736 83.4116 152.769 56.6038 198.881 73.6812 557.475 threshold=1.0000000180025095e-35 -2.4999999999999996 21.500000000000004 1.5000000000000002 1682.390319824219 5.5000000000000009 39114.154296875007 13515.104003906252 99992.636718750015 59.500000000000007 17.500000000000004 13196.084960937502 3061.900268554688 1.0619999766349795 3618.2971191406255 4611.3833007812509 1.1980000138282778 52.500000000000007 80.500000000000014 56232.490234375007 6665.8681640625009 14697.978027343752 44.500000000000007 1.0000000180025095e-35 3673.2597656250005 3673.077514648438 1.5000000000000002 99992.636718750015 79002.019531250015 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 -5 6 7 -3 10 -10 11 12 -7 14 -12 -16 17 -15 21 -20 -14 -18 -23 -19 25 -25 27 -8 29 -28 right_child=1 3 -4 4 -6 8 26 -9 9 -11 13 -13 20 16 15 -17 18 23 19 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31 leaf_value=0.031309377432796479 0.0015335449816379972 0.00092576808080169128 0.012514057251158898 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760.64365036785603 5906.8829586058855 12832.29301777482 5320.812303096056 1815.9138481169939 703.14125075936317 694.93705469369888 510.31018547713757 454.55960769578815 7341.2249297052622 3857.9543946385384 leaf_count=3814 142087 16888 8257 89166 180178 66449 1648 12525 25590 7291 25409 57710 17892 62368 19134 7719 449795 11587 28352 3170 24377 51450 21714 7459 2879 3762 2345 9796 32579 18152 internal_value=4.15922e-05 2.71709e-05 0.00185881 -0.000175861 -0.00116639 9.28708e-05 0.00184558 -0.00377472 -5.33761e-05 -0.00264221 4.68153e-05 0.00135282 0.000170281 -0.000256515 0.00180753 0.0046993 -0.000416264 -0.0021552 -0.000147787 -0.00290106 -0.00303642 1.45747e-05 -0.0015751 0.000870379 -0.00190709 -0.00446463 0.00448174 0.0135347 0.00402428 0.00710932 internal_weight=331523 331370 33066.2 298304 63659.6 234644 18071 5769.77 216573 8069.38 208504 39299.2 25378.9 169205 12155.1 5935.94 157050 21004.3 136045 7575.9 10156.6 128470 18153.1 6067.88 3213.99 2510.85 12301.2 591.699 11709.5 4368.26 internal_count=1411542 1407728 150344 1257384 269344 988040 93933 29413 894107 32881 861226 166428 108718 694798 52262 26853 642536 88055 554481 31522 42269 522959 73164 25687 14100 11221 64520 11444 53076 20497 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 0 2 2 2 0 0 2 2 3 2 2 3 2 2 2 0 2 2 2 2 0 2 2 2 0 split_gain=160.99 128.915 121.089 83.0419 75.116 62.9767 280.319 191.499 58.7497 255.944 86.37 104.816 182.033 58.3506 101.534 137.871 76.7063 81.9261 126.308 124.958 63.5853 67.2129 58.3783 86.5479 79.1745 66.5788 66.7084 55.9146 55.8581 102.521 threshold=1.0000000180025095e-35 -2.4999999999999996 21.500000000000004 1.5000000000000002 1682.390319824219 5.5000000000000009 39114.154296875007 13515.104003906252 99992.636718750015 59.500000000000007 17.500000000000004 13196.084960937502 3061.900268554688 1.0619999766349795 3618.2971191406255 4611.3833007812509 1.1980000138282778 7656.2912597656259 3473.4255371093755 2580.519653320313 80.500000000000014 56232.490234375007 503.44865417480474 1148.0775146484377 415.59368896484381 51.500000000000007 563.99078369140636 6665.8681640625009 14697.978027343752 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 5 -5 6 7 -3 10 -10 11 12 -7 14 -12 -16 17 18 19 22 28 -22 24 25 -15 -24 -27 -14 -18 -30 right_child=1 3 -4 4 -6 8 -8 -9 9 -11 13 -13 27 16 15 -17 20 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=0.031269016305656601 0.0014881792120089189 0.00089809537080904657 0.012237987372146887 -0.002664875784479302 -0.00043885959003311204 0.0022410346892750782 0.0043558873729110468 -0.0102115133876476 -0.0053480907949400502 0.0076932331180552945 -0.00092399446856513041 0.0034050972011664643 -0.0055682233300785059 -0.00077022307333464446 0.0076548355242341192 -0.0022035461346775133 0.0002678782710727177 0.0029299942912153504 -0.0064749337926157694 0.0074587943937120139 -0.003757875453109274 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internal_value=4.03812e-05 2.63821e-05 0.00180427 -0.00017061 -0.00113174 9.01267e-05 0.00179266 -0.0036605 -5.17826e-05 -0.00256394 4.54149e-05 0.00131249 0.000165189 -0.000248853 0.00175414 0.00456254 -0.000403822 -0.00209164 -0.00279103 -0.00111649 -0.000143357 -0.00281428 -0.00215169 -0.00450485 -0.000176528 -0.00992434 -0.000580672 -0.00294466 1.41373e-05 -0.00152809 internal_weight=331427 331279 33044.8 298234 63641 234593 18049.3 5771.24 216544 8066.16 208478 39292 25378.1 169186 12149.6 5930.6 157036 20994.1 18427.6 12668.8 136042 7575.2 11304.2 5158.5 6145.72 1751.55 493.118 10158.9 128467 18150.3 internal_count=1411542 1407728 150344 1257384 269344 988040 93933 29413 894107 32881 861226 166428 108718 694798 52262 26853 642536 88055 77635 51718 554481 31522 46210 21020 25190 7236 2016 42269 522959 73164 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=0 1 0 1 1 1 3 2 0 2 0 2 2 0 2 2 0 2 0 2 0 2 2 2 0 2 1 2 2 0 split_gain=156.043 122.367 131.372 69.9917 64.7072 65.4715 57.0612 80.3109 154.102 59.7312 54.0524 170.436 197.416 57.0799 178.779 77.7473 570.592 233.941 444.345 147.571 246.439 223.696 125.679 124.498 200.267 178.533 102.561 83.7733 80.7505 122.199 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 5.5000000000000009 24.500000000000004 82.000000000000014 2.0774999856948857 5009.0314941406259 46.500000000000007 211.06961059570315 6.5000000000000009 31594.402343750004 12078.030273437502 1.5000000000000002 99992.636718750015 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 89063.015625000015 52483.353515625007 4.5000000000000009 39114.154296875007 1.0000000180025095e-35 56232.490234375007 42314.533203125007 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 10 6 -6 7 9 -9 -5 11 12 -3 14 -13 16 26 22 -19 20 21 -18 -17 24 25 -22 -15 -28 29 -26 right_child=1 3 -4 4 5 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5058.13219858706 234860.04484958202 152.15087371692061 2446.347925838083 137.06163920462132 422.63020154088736 466.2958215624094 640.00064247846603 2625.9109337329865 4537.4813512265682 527.82424013316631 115.59365779161453 434.13732497394085 751.61972683668137 913.2829605191946 868.71508660912514 769.03578400611877 349.4654887765646 82.989053905010223 648.2515773922205 986.18218958377838 leaf_count=3814 15881 22691 240955 5701 7902 310 24313 5123 2828 22963 969985 1792 12563 809 9235 2033 2927 12052 19130 2732 494 2015 3167 4170 3695 3418 1412 332 2828 4272 internal_value=3.91934e-05 2.56045e-05 0.00127668 -0.000240183 -0.00218797 0.002893 -0.00292024 -0.00455919 -0.0100295 -0.00290226 -0.000121792 0.00127765 -0.00252465 0.00305841 0.0123346 0.00269946 0.00516927 0.000792132 0.00285878 0.00793597 0.00644959 -0.00640435 -0.0113633 0.0096597 0.00700962 -0.00526 -0.0235076 -0.0306747 0.0113458 0.00816039 internal_weight=331345 331200 58033.6 273167 15652.3 1971.65 13680.7 7974.41 1853.87 6120.54 257514 22654.4 7225.78 15428.6 574.781 14853.8 6472.54 8381.31 7163.39 5903.02 5375.2 1074.14 1217.92 4301.06 3387.78 884.629 569.516 432.455 2503.15 1854.9 internal_count=1411542 1407728 256836 1150892 69140 8212 60928 36615 7951 28664 1081752 111767 35254 76513 11027 65486 29104 36382 31182 26551 23819 4942 5200 18877 14707 3912 2553 1744 10795 7967 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=0 1 3 1 2 0 2 2 2 0 0 2 2 3 2 2 3 0 0 2 1 2 2 1 1 0 0 2 2 2 split_gain=151.254 116.197 111.149 75.1857 70.5155 56.0299 250.67 169.849 54.8869 240.636 80.5581 97.6737 171.266 54.9634 95.6798 129.945 72.1828 80.1357 59.7625 63.2528 54.7885 78.2878 142.28 54.2295 53.8244 57.6184 53.185 174.321 109.191 63.4158 threshold=1.0000000180025095e-35 -2.4999999999999996 21.500000000000004 1.5000000000000002 1682.390319824219 5.5000000000000009 39114.154296875007 13515.104003906252 99992.636718750015 59.500000000000007 17.500000000000004 13196.084960937502 3061.900268554688 1.0619999766349795 3618.2971191406255 4611.3833007812509 1.1980000138282778 52.500000000000007 80.500000000000014 56232.490234375007 1.0000000180025095e-35 3673.2597656250005 3673.077514648438 -40.499999999999993 10.500000000000002 59.500000000000007 12.500000000000002 16437.536132812504 16437.536132812504 14362.723632812502 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 24 6 7 -3 10 -10 11 12 -7 14 -12 -16 17 -15 -18 -20 -19 22 -22 -2 -5 -26 28 29 -13 -28 right_child=1 3 -4 4 -6 8 -8 -9 9 -11 13 26 -14 16 15 -17 18 20 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.031192133358534584 0.01697621778160956 0.00083588003148368404 0.011778824052107196 -0.00211753091199301 -0.00040574814300370875 0.0021767377802009557 0.0041248320623776778 -0.0096254257533664681 -0.005174830993792805 0.0074773055592739328 -0.00089280708361618615 -0.0054924467303772082 -0.0028531980778692956 -0.0032070899189907335 0.0074398018332273545 -0.0021329920340431813 1.694208560436818e-05 0.0039080793731474167 -0.0036402823958765367 0.0054888053864842815 0.00010646548985762055 0.0070366373429141546 -0.015924557301192098 0.0013148204970377343 -0.010738412224734567 0.0049410354738050402 0.0068098096215050115 0.00069921780448269077 0.0034026683716550502 0.01764337795907903 leaf_weight=140.19621271640062 200.23464074730873 3401.6618057638407 958.77121593803167 18298.971032425761 43822.125734597445 15215.735316082835 12235.876575708389 2369.9562392383814 6343.4315476566553 1719.7121570110321 6218.7721936255693 1469.9531882107258 10160.799684256315 14927.098024442792 4065.0961132794619 1860.2202642560005 128461.09707227349 2852.7754630893469 6815.1647398471832 759.16398547589779 1815.7800166159868 703.20999819040298 686.70773747563362 31849.737249910831 1231.8788863420486 254.51126144826412 896.47086979448795 2466.0134916454554 8009.5150721371174 1062.8188859373331 leaf_count=3814 1194 16888 8257 81416 180178 66449 64520 12525 25590 7291 25409 6114 42269 62368 19134 7719 522959 11587 28352 3170 7459 2879 3762 140893 6443 1307 3691 9941 33568 4396 internal_value=3.80586e-05 2.48685e-05 0.00171376 -0.000162128 -0.00107692 8.59892e-05 0.00169388 -0.00345977 -4.77418e-05 -0.00247638 4.62029e-05 0.00127009 0.000162745 -0.000237992 0.00170647 0.00443448 -0.000388378 -0.00202604 -0.000135743 -0.00272529 0.000883871 -0.0018074 -0.00429261 0.00141267 -0.00256349 -0.00805366 0.00329102 0.00600655 0.00202333 0.0126865 internal_weight=331273 331133 33008.7 298125 63607.5 234517 18007.5 5771.62 216510 8063.14 208446 39281.3 25376.5 169165 12144.1 5925.32 157021 20985.6 136035 7574.33 6058.47 3205.7 2502.49 32050 19785.4 1486.39 13904.8 4425.3 9479.47 1959.29 internal_count=1411542 1407728 150344 1257384 269344 988040 93933 29413 894107 32881 861226 166428 108718 694798 52262 26853 642536 88055 554481 31522 25687 14100 11221 142087 89166 7750 57710 18028 39682 8087 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=0 1 0 1 1 1 3 2 0 2 2 0 0 2 2 0 2 2 0 2 0 2 0 2 2 0 2 2 1 2 split_gain=146.617 109.876 119.527 63.4295 60.8198 62.9928 53.3468 76.9622 145.986 55.3411 48.4693 84.2707 48.0116 153.65 179.87 54.4766 170.699 74.5942 538.647 221.391 416.386 140.131 232.672 208.382 118.348 124.564 235.023 118.016 97.1768 83.3846 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 5.5000000000000009 24.500000000000004 92.000000000000014 2.0774999856948857 5009.0314941406259 46.500000000000007 211.06961059570315 83842.167968750015 55.500000000000007 6.5000000000000009 31594.402343750004 11270.709472656252 1.5000000000000002 99992.636718750015 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 54479.306640625007 4.5000000000000009 47442.083984375007 89063.015625000015 1.0000000180025095e-35 39114.154296875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 12 6 -6 7 9 -9 -5 -4 -12 13 14 -3 16 -15 18 28 27 -21 22 23 -20 25 26 29 -19 -17 -24 right_child=1 3 10 4 5 -7 -8 8 -10 -11 11 -13 -14 15 -16 17 -18 19 21 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.031155519987749691 0.0080550683015606344 0.001121762199407534 0.0011209286410378482 -0.0090086180305218762 0.0035675696353943006 -0.036861789698387409 -0.00057989944681469856 -0.016133031049843247 0.001380389474407946 -0.0014534370775070142 -0.0057512634644494324 0.010679059629320234 -0.00024219303984100094 -0.015206436379368714 -0.0087590773919898595 -0.00091195102570034922 0.021982513672721256 0.00072609832687760376 -0.017095355199015578 0.012232753628648164 -0.0027986975822002526 0.022499370063297931 -0.038339167177413577 0.0098418756858969295 0.021251524697447795 0.011022063379144766 0.011281591454381415 -0.018487963969161168 -0.029915500304736126 -0.0094646179143735559 leaf_weight=136.21025665849447 2208.5593865774572 4646.9910492300987 53516.225259318948 1054.714056506753 1935.6893472224474 35.317667707800865 5703.7418139651418 1174.3149128705263 674.34883786737919 5052.6941241323948 1932.724706068635 328.73470334708691 234823.8528284952 151.68292616680264 2577.9605900831521 137.00960101187229 415.00071831047535 465.85513265430927 642.42654378712177 2614.0797695070505 4537.5816259086132 522.42014530301094 116.44546157121658 432.44508183002472 639.92079564929008 2498.9337629973888 635.22366470098495 752.3184190094471 431.12346877157688 396.51451432704926 leaf_count=3814 15881 22059 231508 5701 8000 212 24313 5123 2828 22963 7908 1539 969985 1792 13195 809 9235 2033 2927 12052 19130 2732 494 2015 2945 10812 2865 3167 1744 1761 internal_value=3.69384e-05 2.41349e-05 0.00121017 -0.000227719 -0.00208328 0.00284313 -0.00279413 -0.00438152 -0.00974455 -0.00275817 0.000939136 -0.00336289 -0.000115055 0.00120515 -0.00240386 0.00289954 0.0120282 0.00255053 0.00497441 0.000681913 0.00269561 0.00766773 0.00622265 -0.0062579 0.00935185 0.00726394 -0.000915312 -0.0111401 -0.0229211 -0.0160193 internal_weight=331191 331055 57986.2 273069 15630.8 1971.01 13659.8 7956.07 1848.66 6107.41 55777.7 2261.46 257438 22613.9 7224.95 15389 566.684 14822.3 6452.46 8369.83 7151.66 5884.33 5361.91 1074.87 4287.04 3647.12 1148.18 1218.17 568.133 512.96 internal_count=1411542 1407728 256836 1150892 69140 8212 60928 36615 7951 28664 240955 9447 1081752 111767 35254 76513 11027 65486 29104 36382 31182 26551 23819 4942 18877 15932 5120 5200 2553 2255 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=0 1 0 2 1 3 2 0 2 0 2 2 2 0 0 1 2 2 0 2 2 1 0 3 2 0 0 2 2 0 split_gain=145.692 133.039 154.968 160.364 77.0632 68.3251 80.5149 132.506 79.8356 77.0827 115.94 87.2685 152.557 123.481 121.679 90.3958 74.349 73.3097 68.0272 71.4117 64.9261 64.2908 63.4982 60.076 73.7364 60.5275 88.4043 98.8321 89.5404 58.9666 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99992.636718750015 -43.499999999999993 6.4175000190734872 15354.050781250002 51.500000000000007 911.27563476562511 26.500000000000004 361.94923400878912 5681.6511230468759 1148.0775146484377 56.500000000000007 48.500000000000007 -6.4999999999999991 3751.9816894531255 135.80005645751956 36.500000000000007 8374.6435546875018 6514.3598632812509 -10.499999999999998 95.500000000000014 1.0205000042915346 4520.4785156250009 42.500000000000007 52.500000000000007 2661.5908203125005 3673.2597656250005 33.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -4 6 9 21 -7 10 -6 12 17 15 18 -14 -15 -11 -13 -20 -12 29 -3 24 -17 -25 28 -28 -27 -8 right_child=1 22 4 -5 5 8 7 -9 -10 11 20 14 13 16 -16 23 -18 -19 19 -21 -22 -23 -24 25 -26 26 27 -29 -30 -31 leaf_value=0.03112007617939995 -0.010469441298728106 -0.00054656882081089775 0.019491977403423261 0.024830563957061732 0.010077262679651431 0.010670320020419299 -0.015309721370474616 0.0029985592758987618 0.0015884168266393282 0.0046263714768419962 0.00051149119144538264 -0.0011679362850343135 0.0081212526622829028 -0.0040173226873790125 0.0015435724163491236 0.0092804282378479569 0.0032177779960604865 -0.0011633745998907471 -0.012220660893735941 -0.0041325656318323455 0.0038703460422263194 -0.0025823810489245657 -0.011255882232889577 0.0033509996900184316 -0.023898654863215581 0.00016797889866318862 -0.0022430009180791932 0.0094901107098053616 -0.0085556930010118239 0.0079696816890909711 leaf_weight=135.4556188583374 155.87744644656777 171427.77236137539 193.44040203094482 450.75790272653103 1492.673170030117 899.52041594684124 625.84989932179451 4239.5712178945541 27605.826031029224 2082.7147873342037 18082.030943959951 2723.197469741106 2522.2732354253531 4469.0288106650114 4396.3258385807276 1481.7702191919088 1790.4011646360159 35819.873036369681 1606.4501623511314 2529.3888370096684 7258.5162845402956 12726.65323138237 499.74080649763346 12354.075871378183 62.839595660567284 9334.8287708759308 1019.8448697775602 1763.1833197772503 1194.4109484553337 116.09265244007111 leaf_count=3904 3482 716010 1260 11436 6350 4217 2593 18097 129946 8633 76181 11210 12202 18460 18142 7808 7375 145890 6520 10241 30843 51184 2251 51207 268 38945 4214 7237 4831 490 internal_value=1.34886e-05 7.55966e-07 0.000626251 0.0157601 0.000568288 0.000545149 0.000252856 -0.00162687 0.00187501 0.000550099 0.0019522 0.00010826 0.000483084 0.00188189 -0.00235259 0.00268812 -0.00194785 -0.000845233 -0.00484985 -0.00727416 0.0014736 -0.00308283 -0.000577698 0.00218451 0.0079306 0.00183871 0.000435263 0.00519049 -0.000821613 -0.0116672 internal_weight=331060 330925 158997 606.635 158391 158197 129692 17708.2 28505.3 111984 26833.2 85150.6 73895.2 35992.7 11255.4 29733.2 6259.43 37902.6 6859.04 4135.84 25340.5 13468.6 171928 27211 1544.61 25666.3 13312.3 2783.03 10529.2 741.943 internal_count=1411427 1407523 689262 14918 674344 673084 538921 72364 134163 466557 113374 353183 307070 152547 46113 126712 25835 154523 27971 16761 107024 54267 718261 114510 8076 106434 55227 11451 43776 3083 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 1 0 2 2 3 2 0 3 2 0 2 2 2 1 0 1 2 2 3 2 0 2 2 2 2 split_gain=141.23 125.221 148.278 147.524 66.4682 65.2227 59.9059 57.4363 57.2048 51.918 83.8173 80.926 75.9324 178.035 123.971 65.0882 52.3408 118.641 107.48 89.9831 149.275 56.5236 54.5404 51.5754 79.6051 50.3006 50.1224 161.087 108.333 68.4778 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94085.273437500015 1.5000000000000002 -43.499999999999993 95.500000000000014 23400.180664062504 113.878231048584 1.1510000228881838 207.88987731933597 49.500000000000007 1.532000005245209 279.21791076660162 42.500000000000007 271.27960205078131 2848.0100097656255 6514.3598632812509 3.5000000000000004 51.500000000000007 1.5000000000000002 157.04295349121097 17792.297851562504 3.4465000629425053 87.386707305908217 48.500000000000007 271.27960205078131 1148.0775146484377 2799.732299804688 182.51656341552737 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 -5 -4 9 -2 25 11 23 26 13 14 -12 -14 21 18 19 20 -18 -13 -19 24 -11 -7 29 -28 -29 -3 right_child=1 6 5 4 -6 8 -8 -9 -10 10 12 16 15 -15 -16 -17 17 22 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.031085754911824984 0.006665622408345743 -0.0037218202918610538 0.018893717353432798 0.024601009973122454 0.010020614149916774 0.010794774608753416 -0.010944456966666386 -0.0082281177177842366 0.00042078882898235592 0.0060000431550939889 -0.0020661800461053122 -0.0031401615911647008 -0.0043344884559875906 0.00052088479536388651 0.013501996656876731 -0.0003592312238008019 0.0051645291594189947 0.0074168131967270014 -0.019880307301990866 -0.0082053655618983326 -0.018026711030130781 0.0031684010110533205 -0.005056789344489148 -0.01538126543368386 -0.0039420585989675466 0.00030316636425192859 -0.015498329949844257 0.0016875845586390241 -0.0071188450060458231 0.0081956895539765234 leaf_weight=131.59524154663086 481.5934871993959 1458.2430230379105 173.31814391165972 441.80737122148275 775.02527698874474 904.06841945648193 498.56027255952358 451.51689704880118 154952.98413079977 812.67451691627502 633.19927717745304 1752.4873724281788 3830.9618761837482 22388.984085723758 1686.363350763917 114493.31981274486 1471.2483451366425 1245.2984162271023 406.57601755857468 1871.5668787956238 300.87719741463661 4723.4527440816164 422.52690654993057 308.57426546514034 6704.3156256973743 754.51373067498207 1188.4217080026865 2249.7421262562275 2849.6411963999271 617.75966316461563 leaf_count=3904 4432 6475 1113 11463 5214 3805 2251 3737 656370 3488 2806 7650 16610 92780 7243 472348 6237 5072 2067 9966 1379 19496 1694 1356 29320 3128 5519 9124 12762 2618 internal_value=1.31222e-05 7.63086e-07 0.000607766 0.00843284 0.0153145 0.000500463 -0.00056041 -0.000541216 0.000480108 -0.000530208 -0.000337474 -0.00194454 -0.000172071 0.00134055 0.00925216 -0.000487937 -0.000385685 -0.00247736 -0.00525034 -0.00361787 0.00122705 0.00146121 0.00425675 -0.00336065 -0.0028672 0.00602199 -0.00421727 -0.00555171 -0.00323363 -0.000175507 internal_weight=330981 330850 158935 2149.94 1216.83 156785 171915 933.11 156612 171416 150858 20557.8 143033 24708.5 2319.56 118324 12194 5718.09 4050.27 3643.69 1772.13 6475.94 1667.83 7825.56 7516.99 1658.58 8363.81 6287.81 5099.38 2076 internal_count=1411427 1407523 689262 24846 16677 664416 718261 8169 663303 716010 625951 90059 591787 102829 10049 488958 53561 26415 19649 17582 7616 27146 6766 34164 32808 6933 36498 27405 21886 9093 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 1 1 2 2 2 0 0 2 3 0 3 2 0 3 2 0 2 2 2 1 0 1 2 2 2 split_gain=136.909 117.859 140.678 141.451 65.8536 62.1307 58.6931 53.9723 53.9046 48.7089 121.133 108.326 80.1709 48.5852 47.6376 47.5916 77.7617 76.2967 73.713 167.064 116.067 60.6395 49.3228 111.884 102.45 85.0814 141.078 53.1796 51.2857 48.9506 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94085.273437500015 1.5000000000000002 -43.499999999999993 82.000000000000014 23400.180664062504 113.878231048584 94085.273437500015 55.500000000000007 18.500000000000004 586.15780639648449 1.0619999766349795 47.500000000000007 1.1510000228881838 207.88987731933597 49.500000000000007 1.532000005245209 279.21791076660162 42.500000000000007 284.12406921386724 2848.0100097656255 6514.3598632812509 3.5000000000000004 51.500000000000007 1.5000000000000002 157.04295349121097 17792.297851562504 460.37582397460943 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 -5 -4 15 -2 14 11 -11 12 -10 -13 -7 17 -17 -3 19 20 -18 -20 27 24 25 26 -24 -19 -25 -21 right_child=1 6 5 4 -6 8 -8 -9 9 10 -12 13 -14 -15 -16 16 18 22 21 29 -22 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_value=0.03105252164796175 0.0064937492176774169 -0.004097346723729846 0.01854013634299229 0.024418071217017088 0.0097830580537965322 0.01084934128576073 -0.030136911859245302 -0.007939732351683897 0.010065634701025696 -0.0034904620261698932 0.0078074610754503204 0.0023191616622703212 0.0017716966221580594 -7.9220768092236289e-05 0.00067301933108056505 -0.0032629992197844861 -0.0020053711777919423 -0.00304855859503871 -0.0038148906575587714 -0.0069538222667197436 0.013055071646706426 -0.00036218598170579478 0.0050036289481305632 0.0071896371548925151 -0.019460035594109394 -0.0079908991900051272 -0.017599449257089481 0.0030720918539154257 -0.0049049309465835902 0.0007690130423723588 leaf_weight=127.84062480926514 479.54144883155823 8350.9308932721615 171.35482992231846 431.91386522352695 770.10505904257298 842.52114844322205 60.296851836144924 453.84316363185644 1084.7086878567934 6366.7134258598089 986.42428570985794 8185.7532377690077 31780.500084370375 106537.7498909831 814.00866709649563 7818.226398140192 632.83343185484409 1751.0149253755808 4769.6053849160671 764.78626683354378 1691.688354998827 113983.87485010922 1472.9758104234934 1246.0951234549284 402.95146301388741 1864.2561269849539 298.9654436558485 4725.3560031056404 422.54000571370125 21625.633310168982 leaf_count=3904 4432 36498 1113 11463 5214 3558 324 3737 4917 27104 4402 36223 144151 439573 3375 34164 2806 7650 20686 3337 7243 470199 6237 5072 2067 9966 1379 19496 1694 89443 internal_value=1.27307e-05 7.34644e-07 0.00058968 0.00823784 0.0150418 0.000485502 -0.000543746 -0.000524298 0.000465746 0.000408195 -0.00197484 0.000526922 0.00204544 9.19087e-05 0.00584876 -0.000533361 -0.000349413 -0.00188855 -0.000190639 0.00129995 0.00895498 -0.00050086 -0.000374654 -0.00240785 -0.0051075 -0.00351699 0.00118999 0.00141725 0.00412699 0.000505225 internal_weight=330915 330787 158905 2135.4 1202.02 156770 171882 933.385 156598 154942 7353.14 147589 32865.2 114724 1656.53 171822 151287 20535.1 143468 24714.9 2324.52 118753 12184.2 5707.78 4039.15 3636.2 1771.94 6476.37 1668.64 22390.4 internal_count=1411427 1407523 689262 24846 16677 664416 718261 8169 663303 656370 31506 624864 149068 475796 6933 717937 627878 90059 593714 102829 10049 490885 53561 26415 19649 17582 7616 27146 6766 92780 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 1 1 2 2 3 2 0 0 2 2 2 0 0 1 0 2 1 2 2 2 3 1 1 0 0 split_gain=132.724 110.933 133.445 135.586 65.1925 59.1777 56.2156 50.7941 50.7223 46.0768 69.8395 123.409 76.7655 101.149 84.63 163.908 136.598 123.02 94.9017 87.3029 72.2923 78.8062 67.3221 71.9942 103.341 63.0796 61.1297 60.7233 84.8222 58.6379 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94085.273437500015 1.5000000000000002 -43.499999999999993 90.500000000000014 113.878231048584 23400.180664062504 6.4175000190734872 15354.050781250002 51.500000000000007 26.500000000000004 361.94923400878912 1148.0775146484377 5339.5974121093759 56.500000000000007 49.500000000000007 -6.4999999999999991 36.500000000000007 8374.6435546875018 -4.4999999999999991 2362.8337402343755 14993.919433593752 99992.636718750015 1.0205000042915346 -2.4999999999999996 -8.4999999999999982 27.500000000000004 86.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 -5 -4 -3 -7 -2 10 12 27 13 -9 -14 16 18 19 -16 -17 21 -21 -11 -24 -25 -20 -15 28 -12 -26 right_child=1 6 5 4 -6 7 -8 9 -10 22 11 -13 14 26 15 17 -18 -19 25 20 -22 -23 23 24 29 -27 -28 -29 -30 -31 leaf_value=0.031020342821809713 0.0063256732728034963 -0.00051945607271141356 0.018191208803253686 0.024233458407667677 0.0095499467747995476 0.0056805199058683918 -0.0368905588373089 0.0095593379442935732 -0.0076629981028901459 0.0044127579013185604 -0.016324769811259104 0.0028764034088840091 -0.0010971757922155286 0.0043073929142038022 0.0083973687850073236 -0.00063255432390089299 -0.0022280575074300557 0.0017907124062782748 0.008151075963373916 -0.028574001891302828 -0.0038562488115066345 -0.0093410433858840073 -0.00174397090210874 0.00378166351186732 -0.0028103475660961399 0.001852589767628407 0.00065073471997152612 -0.0024278878061910415 0.0023578555917654442 0.0080202583362436464 leaf_weight=124.18912172317505 477.54528466612101 171815.20468331873 169.43176629394293 422.2939726896584 765.30969104915857 1654.4792472571135 38.254565142095089 1444.3912988454103 456.09092711284757 5719.5180865377188 661.95490764081478 4235.2237938940525 36320.598349317908 5169.9624058455229 2440.6227496862411 3210.7617934644222 6027.7639380395412 4524.345346391201 1518.302704975009 215.67927226424217 2647.6172262877226 1727.4054316133261 7002.7396695911884 9464.7214704677463 4213.2201458662748 24906.495208382607 20156.029819205403 12480.031228214502 326.63621163368225 503.68380931019783 leaf_count=3904 4432 718027 1113 11463 5214 6933 234 6164 3737 26551 2726 18097 147939 23538 11858 13253 24875 18682 7998 928 10727 6968 31884 45088 18393 103371 83486 50188 1353 2303 internal_value=1.23621e-05 7.18161e-07 0.000572187 0.00804628 0.0147712 0.000471037 -0.000527552 0.000451861 -0.000507937 0.000396021 0.000158834 -0.00159028 0.000439551 0.00183758 -8.44866e-06 0.000828994 0.00187951 -0.0021449 0.00273726 -0.0044273 -0.00708137 -0.0114759 0.0015246 0.000744836 0.00197378 0.00221449 0.00139719 -0.00299483 -0.0101519 -0.00165383 internal_weight=330841 330716 158863 2121.24 1187.6 156742 171853 156572 933.636 154918 128014 17703.8 110310 26770.4 83539.6 47219 34893.2 12325.8 28865.4 7801.46 4590.7 1943.08 26903.9 21184.4 14181.6 26424.8 25326 13468.6 988.591 4716.9 internal_count=1411427 1407523 689262 24846 16677 664416 718261 663303 8169 656370 532151 72364 459787 113188 346599 198660 148102 50558 123227 31876 18623 7896 124219 97668 65784 111369 107024 54267 4079 20696 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 1 0 2 2 1 1 0 0 2 0 0 2 2 2 0 1 0 0 1 2 2 2 0 1 1 split_gain=128.672 104.417 126.56 129.922 64.4874 56.3573 55.4198 47.8532 47.6724 46.9689 51.8161 58.5277 45.0977 43.4835 109.112 97.0541 73.1268 43.763 111.654 98.7846 103.54 77.6916 123.486 139.838 112.647 103.744 80.391 75.5574 72.7797 70.1298 threshold=1.0000000180025095e-35 1.0000000180025095e-35 2.5000000000000004 94085.273437500015 1.5000000000000002 -43.499999999999993 95.500000000000014 113.878231048584 23400.180664062504 4.5000000000000009 29.500000000000004 91.500000000000014 48.500000000000007 94085.273437500015 55.500000000000007 18.500000000000004 586.15780639648449 1148.0775146484377 5339.5974121093759 56.500000000000007 -4.4999999999999991 50.500000000000007 33.500000000000007 -8.4999999999999982 8931.5649414062518 8542.7006835937518 19411.564453125004 28.500000000000004 -4.4999999999999991 -21.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 8 -5 -4 9 12 -2 -3 -11 -12 -7 15 -15 16 -9 -17 19 20 -19 22 23 24 -20 28 -25 -22 -24 -23 right_child=1 6 5 4 -6 7 -8 13 -10 10 11 -13 -14 14 -16 17 -18 18 21 -21 27 29 25 26 -26 -27 -28 -29 -30 -31 leaf_value=0.030989175486972883 0.0061613409110221626 -0.00030607633271548593 0.017846843928685806 0.024047148585956243 0.0093212374518576481 0.010053834278109545 -0.010521459115848709 0.0096165291381344088 -0.0073973302815705097 -0.0023094775807865025 0.0051065324958478918 -0.024650657197868488 0.00010370447290918421 -0.0033021560440490922 0.0074400175203059556 -0.00064664376705750553 0.0016739336215363019 0.0066543483826852134 0.0054015758640477765 -0.0017379975752817326 -0.0022229376615069021 0.035071386818012015 -0.024697874353533374 0.0029237437107093953 -0.016452257278467049 -0.0025187257997639411 -0.0020241477879833531 0.002279496274435714 -0.0079959536696429714 0.0013641936220608248 leaf_weight=120.63815808296204 475.60363591462374 152098.387161538 167.54881282895803 412.94068965688348 760.63673193752766 898.99605394899845 496.37442187219858 1078.7154953479767 458.26310177892447 17879.810279920697 1304.8978117406368 62.328159973025322 753.62499777972698 6370.9412327110767 982.19839912652969 44832.113912478089 31743.899116776884 4291.0570646077394 293.8681725114584 6502.4882065057755 3902.1890916675329 55.899126678705215 264.37994687259197 7507.3753398954868 764.59502758085728 6460.0113480836153 4874.0911279916763 23899.084861069918 2099.5531098544598 8947.2130265682936 leaf_count=3904 4432 631194 1113 11463 5214 3805 2251 4917 3737 79214 5345 257 3128 27104 4402 183186 144151 20323 1432 26895 16065 292 1139 31094 3245 26166 19528 100441 8485 37505 internal_value=1.20311e-05 7.28619e-07 0.000555319 0.00785812 0.0145028 0.000457098 -0.000511763 0.000438483 -0.000492112 -0.000482766 -0.00187904 0.00374998 0.0055164 0.000384297 -0.00186727 0.000496528 0.00193497 8.48821e-05 0.000554321 0.00163381 0.00231699 -0.000778155 -0.00172911 8.12354e-05 -0.0103848 -0.00448649 0.000975956 0.00164753 -0.00986388 0.00157348 internal_weight=330760 330639 158797 2107.44 1173.58 156690 171842 156522 933.867 171345 19247 1367.23 1652.62 154870 7353.14 147517 32822.6 114694 69861.8 38594.8 32092.3 31267 22263.9 13439.9 1058.46 8823.94 12381.5 27801.3 2363.93 9003.11 internal_count=1411427 1407523 689262 24846 16677 664416 718261 663303 8169 716010 84816 5602 6933 656370 31506 624864 149068 475796 292610 163724 136829 128886 91089 55299 4677 35790 50622 116506 9624 37797 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 1 0 2 2 2 0 0 2 2 2 2 0 0 1 0 3 0 2 2 2 2 2 0 2 0 split_gain=122.513 97.8419 84.3852 78.972 61.0049 67.5775 58.2921 207.334 154.948 66.0039 250.043 82.8597 79.1705 168.001 80.1232 76.4444 112.784 123.363 67.8304 52.5352 94.2729 69.9559 73.9254 103.872 92.2894 89.6266 67.5811 76.8018 66.3856 65.737 threshold=1.0000000180025095e-35 1.5000000000000002 -21.499999999999996 1607.8663330078127 92.500000000000014 29.500000000000004 5.5000000000000009 39114.154296875007 13515.104003906252 94085.273437500015 55.500000000000007 17.500000000000004 13515.104003906252 3061.900268554688 7128.9062500000009 15354.050781250002 91.500000000000014 39.500000000000007 -9.4999999999999982 45.500000000000007 1.0619999766349795 52.500000000000007 3473.4255371093755 2321.0456542968755 271.27960205078131 7475.0764160156259 3751.9816894531255 81.500000000000014 1148.0775146484377 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 -2 -3 5 -5 7 8 -4 11 -11 12 13 -8 -15 19 17 18 -17 -13 -21 22 23 24 -22 -24 -23 -28 29 -26 right_child=1 3 6 4 -6 -7 9 -9 -10 10 -12 15 -14 14 -16 16 -18 -19 -20 20 21 26 25 -25 28 -27 27 -29 -30 -31 leaf_value=0.030958991171691184 0.0076590330980329264 -0.0026635830436052858 0.0012176009310838709 -0.00045642681448136187 -0.011679716220698405 0.0068239449435132642 0.0023930867941131841 0.0039682930704403067 -0.008512242775421841 -0.0048309115602163692 0.0070803919634379962 0.00060289383790521273 0.0031248873039195339 -0.0051348778564812491 -0.00016024620816812693 -0.014573736486210626 -0.01511082052765236 0.001057222289771709 -0.0028907401523527157 0.0018356859733051104 0.00052340410602717477 -0.0010272224389095209 -0.0074284856780726626 0.0051716996452550526 -0.011273289244322585 0.0014688851952718801 0.0027481973546617305 -0.003662878864001511 -0.0018359597950848615 0.004416882764975651 leaf_weight=114.96394598856568 1371.1671082265675 19502.733411550522 3611.5681950189173 42314.456996947527 425.05449210107327 1179.4437243640423 16441.946121618152 12821.408052388579 2487.7084966562688 7641.5650623738766 2001.5954622998834 94674.072958290577 14965.769978240132 5088.289256811142 6818.9802152514458 463.71005912125111 549.15326924622059 10537.418595328927 12606.493130728602 13250.911857113242 4355.1666978895664 33784.673492059112 4420.8854941129684 1915.4793135076761 1924.4691288620234 1324.1587071865797 9591.6830687522888 2039.2586055845022 2078.0843263566494 274.61762067675591 leaf_count=3830 8216 88201 18304 174144 1854 4760 72494 70100 13485 30861 8580 390597 62932 21727 28546 1877 2293 43391 50569 57453 17904 140771 19630 7874 8044 5411 39024 8394 8626 1127 internal_value=-4.96691e-06 -1.57389e-05 0.000235828 -0.00107497 -0.000369533 -0.000259002 0.000197515 0.00180229 -0.0027509 7.44611e-05 -0.00235853 0.000173412 0.00135964 0.000427756 -0.00228604 -9.17285e-05 -0.00167066 -0.00135802 -0.00330523 0.000133121 -0.000460205 -0.000953211 -0.00263963 -0.00114826 -0.00255063 -0.00537776 -0.000348208 0.00162414 -0.00568072 -0.00931393 internal_weight=330577 330462 267040 63421.7 43919 43493.9 265669 18920.7 6099.28 246748 9643.16 237105 43315 28349.2 11907.3 193790 24156.8 23607.6 13070.2 169633 74959.4 61708.5 16292.9 10547.8 8632.34 5745.04 45415.6 11630.9 4277.17 2199.09 internal_count=1411019 1407189 1138230 268959 180758 178904 1130014 101889 31789 1028125 39441 988684 185699 122767 50273 802985 98130 95837 52446 704855 314258 256805 68616 43575 35701 25041 188189 47418 17797 9171 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 1 0 2 2 2 0 0 2 2 2 2 0 0 1 1 1 2 0 2 0 0 2 2 2 0 split_gain=118.776 92.0877 79.7349 74.4073 57.489 63.5813 54.8926 195.26 145.651 62.1249 235.423 77.9817 74.5502 158.083 76.1504 71.9296 106.004 116.077 64.2259 59.0766 53.0446 51.5189 144.886 74.0368 836.487 346.811 141.391 127.325 72.1967 207.827 threshold=1.0000000180025095e-35 1.5000000000000002 -21.499999999999996 1607.8663330078127 92.500000000000014 29.500000000000004 5.5000000000000009 39114.154296875007 13515.104003906252 94085.273437500015 55.500000000000007 17.500000000000004 13515.104003906252 3061.900268554688 4255.0842285156259 15354.050781250002 91.500000000000014 39.500000000000007 -11.499999999999998 -4.4999999999999991 1.0000000180025095e-35 45446.361328125007 4.5000000000000009 99992.636718750015 2.5000000000000004 2.5000000000000004 56232.490234375007 89063.015625000015 71819.058593750015 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 -2 -3 5 -5 7 8 -4 11 -11 12 13 -8 -15 -13 17 18 -17 -16 -10 22 -9 24 26 -25 -23 -28 29 -26 right_child=1 3 6 4 -6 -7 9 21 20 10 -12 15 -14 14 19 16 -18 -19 -20 -21 -22 23 -24 25 28 -27 27 -29 -30 -31 leaf_value=0.030929759177828472 0.007458699801050522 -0.0025859032913484333 0.0011812869457811387 -0.00044275143418280713 -0.011345841528080894 0.0066189247254279764 0.0023219495821012797 -0.0042145141267546258 -0.0033250426037274598 -0.0046866252552961001 0.0068777909543330414 0.00012913393406274707 0.0030326581568968659 -0.0064384466297613503 0.0097304130786157374 -0.016459641685127119 -0.014644879338057908 0.0010256211354444209 -0.0028725268285060427 -0.0014117718163715624 -0.012143572837796957 -0.032533415110189631 0.017338089501893843 0.012499606074049379 -0.0041748237590497591 -0.0010756941453231015 -0.0019191697267662566 -0.020462201766176101 0.018383094067328694 0.014178508512873653 leaf_weight=111.67010307312012 1365.8374811634421 19486.188528493047 3610.9233668856323 42312.824747100472 424.44506954401731 1179.4966351091862 16437.375468179584 434.83271829038858 1099.1537502855062 7640.536549821496 1998.7837974429131 169620.40748856962 14958.395572766662 2907.0234014540911 450.84624795615673 320.99461004137993 549.61900655925274 10536.250656858087 12748.552114456892 8552.2608917355537 1390.5064650997519 379.68897946551442 792.03267930448055 3168.4225373379886 887.06809120625257 3638.8957708626986 625.93500157445669 712.76981991901994 683.03963571041822 1484.6280138641596 leaf_count=3830 8216 88201 18304 174144 1854 4760 72494 2317 6728 30861 8580 704855 62932 12477 2151 1300 2293 43391 51146 35645 6757 2054 3574 24436 4381 15925 3388 3151 3749 7125 internal_value=-4.80971e-06 -1.52652e-05 0.000228801 -0.00104305 -0.000358468 -0.000251241 0.000191625 0.00174946 -0.00266776 7.22376e-05 -0.00228866 0.000168227 0.00131915 0.000414961 -0.00221691 -8.89851e-05 -0.00162063 -0.00131738 -0.00320623 -0.000853808 -0.0082503 0.00385355 0.00969929 0.00323423 0.000369599 0.00524284 -0.016375 -0.0117921 0.00978901 0.00731395 internal_weight=330509 330398 266995 63403 43916.8 43492.3 265629 18907.9 6100.58 246721 9639.32 237082 43305.9 28347.5 11910.1 193776 24155.4 23605.8 13069.5 9003.11 2489.66 12807.3 1226.87 11580.4 4773.13 6807.32 1718.39 1338.7 3054.74 2371.7 internal_count=1411019 1407189 1138230 268959 180758 178904 1130014 101889 31789 1028125 39441 988684 185699 122767 50273 802985 98130 95837 52446 37796 13485 70100 5891 64209 23848 40361 8593 6539 15255 11506 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 1 1 1 2 1 3 3 2 2 2 0 2 0 0 0 1 1 2 2 0 1 1 2 0 split_gain=115.156 89.3126 90.9454 59.9537 50.7968 61.8472 43.7448 62.3547 38.0278 32.3877 30.4097 35.3201 29.0005 51.0558 46.0178 63.4128 56.1023 88.7271 66.1601 62.361 51.766 121.333 60.5939 41.7043 39.6999 63.2673 86.8702 61.564 51.3739 43.4613 threshold=1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 3.5000000000000004 203.28157806396487 142.59513854980472 29.500000000000004 82.000000000000014 -40.499999999999993 3290.9838867187505 13.500000000000002 1.469500005245209 5.0659999847412118 468.30728149414068 11031.315917968752 1193.5148925781252 42.500000000000007 3673.077514648438 49.500000000000007 64.500000000000014 27.500000000000004 -8.4999999999999982 -21.499999999999996 61458.453125000007 4712.1987304687509 30.500000000000004 -4.4999999999999991 -3.4999999999999996 2078.127319335938 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 -2 -3 5 -5 -6 -8 9 -4 -7 -12 14 -14 15 -10 24 19 -19 -18 21 23 -22 -16 27 -26 29 28 -17 -27 right_child=1 3 8 4 6 10 7 -9 12 -11 11 -13 13 -15 20 16 17 18 -20 -21 22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.030901442793854088 0.0081800325612256357 -9.9507300812739214e-05 -0.014745852946223145 0.0049649640373841475 -0.0015817245152265535 -0.0074696079089364422 0.0052576425783079006 -0.027101370917283683 -0.00044373873574480113 0.019630966579075922 -0.022972641414563937 0.036241797548152647 0.017930658881445485 0.0019728488593639868 -0.0196926721043096 -0.0018430358764510964 0.0040723765804064841 -0.0070754790254986448 0.00021929752052300965 -0.0084018967688598532 0.024745161250025967 -0.0013489409438199812 -0.00030842569715030285 0.0012254001847576143 0.0034758964018829384 -0.006436367406276595 0.0017840910703409796 0.0023408180786376105 0.0097482157797521632 -0.024653204232122417 leaf_weight=108.46756020560861 1569.0680673830211 247163.38080409542 29.183530934154987 343.4092583656311 22174.986706331372 1259.3264212459326 1315.5737717300653 55.870678849518299 16880.120342969894 159.32719738781452 188.30525279045105 9.5244185328483564 183.76148043572903 9993.7002414911985 540.19254665076733 397.63136486709118 4699.9295665472746 1821.4573737382889 2901.2758451253176 390.66258661448956 88.340906769037247 1963.5587358772755 5262.2045608311892 101.97102089226246 3432.1730293035507 267.82478596270084 780.16313180327415 3586.5523929595947 2557.6967099010944 210.51629051566124 leaf_count=3830 12824 1039435 183 1750 96012 6335 5365 316 71073 1017 1063 53 900 45757 2252 1857 20646 7583 12650 1663 440 7940 21997 414 15156 1226 3198 15151 12031 902 internal_value=-4.63902e-06 -1.47874e-05 0.00105616 -0.000242005 -0.00163153 -0.00648815 -0.00126015 0.00393938 0.000857436 0.0143091 -0.00918732 -0.0201218 0.000812202 0.00226098 0.000490839 0.000925998 0.00202461 0.000367473 -0.00259414 0.00311508 -0.00158348 -0.00505104 0.000105225 -0.016371 0.00347237 0.00136612 -0.00438762 0.0049826 0.00818864 -0.0144535 internal_weight=330436 330328 57817.3 272510 25347 1800.57 23546.4 1371.44 56248.2 188.511 1457.16 197.83 56059.7 10177.5 45882.3 37926 21045.9 9813.33 4722.73 5090.59 7956.27 2605.72 5350.55 642.164 11232.6 4690.68 1258.5 6541.88 2955.33 478.341 internal_count=1411019 1407189 256860 1150329 110894 9201 101693 5681 244036 1200 7451 1116 242836 46657 196179 163136 92063 42542 20233 22309 33043 10606 22437 2666 49521 20482 5326 29039 13888 2128 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 3 3 0 2 2 1 1 1 0 2 0 1 0 3 2 0 1 0 1 2 1 2 0 2 split_gain=111.65 84.0851 86.1337 56.7246 53.2817 50.0946 156.082 93.3645 66.1416 70.5787 65.7357 42.7877 42.6286 46.0896 51.4914 103.645 40.0896 39.6498 49.8162 39.2637 41.0197 38.4092 36.1414 31.9716 100.224 87.8043 81.018 72.915 83.9351 61.7845 threshold=1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 2.5000000000000004 1607.8663330078127 3618.2971191406255 2.0774999856948857 1.247500002384186 54.500000000000007 2272.6494140625005 6514.3598632812509 3.5000000000000004 92.000000000000014 24.500000000000004 73.500000000000014 36319.728515625007 49.500000000000007 10.500000000000002 59.500000000000007 1.1054999828338625 4165.5986328125009 14.500000000000002 -40.499999999999993 24.500000000000004 10.500000000000002 36319.728515625007 7.5000000000000009 6665.8681640625009 5.5000000000000009 3673.2597656250005 decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 8 10 9 -6 19 -10 13 23 -15 -16 -12 -5 -19 -7 -21 -8 -4 24 25 27 -25 29 -29 -9 right_child=1 3 22 4 5 7 21 12 11 -11 16 -13 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31 leaf_value=0.030874011402077097 0.0079763508744048993 -6.6331471710255816e-05 0.014002262819011763 -0.0023950707287312242 0.00039657930031305306 -0.015713604198748 -0.019213117003859054 0.0042762062718653838 0.006866417868154155 0.0088767550499667322 -0.0062829561004218706 -0.0045167626807746655 -0.036070204027874073 0.010702927072689519 -0.016532309907779923 0.017311510773732216 0.0046579159036284797 -0.010252020362033609 0.0045011502930740518 0.00073778800363807006 -0.015474115615427043 -0.0057464895888382512 0.00078820587569904859 -3.8920556570980445e-05 0.011194654988986641 -0.0067003590144979796 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-0.0066528 -0.00155098 -0.000521168 -0.000454596 0.00577625 -0.0036089 -0.00164041 -0.00311635 -0.00772652 -0.0112059 -0.005435 -0.00960036 0.000832132 -0.000866016 0.000818464 -0.000611481 -0.00199139 0.00181755 0.0040222 -0.00597586 internal_weight=330390 330284 57786.6 272498 35836.3 25104.7 6300.7 18804 5367.59 3825.02 2592.36 1542.57 16211.6 16181.3 1002.26 345.018 1233.94 10731.6 1451.85 1358.42 595.742 933.109 56225.6 15179 6079.36 5343.03 9099.69 3819.37 2977.17 842.202 internal_count=1411019 1407189 256860 1150329 154983 104036 25703 78333 21726 15462 12036 6264 66297 66089 4052 1405 5244 50947 7687 6792 2910 3977 244036 62037 24548 21578 37489 15444 11954 3490 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 1 0 2 2 2 0 0 2 2 2 2 0 0 1 1 2 0 2 2 0 0 2 2 1 2 split_gain=108.254 79.2222 70.9035 66.605 53.129 55.1246 50.0502 183.995 136.827 58.5471 220.626 75.9574 72.4897 148.878 72.2673 71.2141 84.1114 114.026 56.7478 49.5221 48.8225 138.05 71.1889 70.0509 787.37 328.704 133.292 119.089 69.3895 101.208 threshold=1.0000000180025095e-35 1.5000000000000002 -21.499999999999996 1607.8663330078127 92.500000000000014 29.500000000000004 5.5000000000000009 39114.154296875007 13515.104003906252 99992.636718750015 59.500000000000007 17.500000000000004 13515.104003906252 3061.900268554688 7128.9062500000009 15354.050781250002 91.500000000000014 39.500000000000007 -11.499999999999998 1.0000000180025095e-35 45446.361328125007 4.5000000000000009 42314.533203125007 99992.636718750015 2.5000000000000004 2.5000000000000004 56232.490234375007 89063.015625000015 1.0000000180025095e-35 47442.083984375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -3 5 -5 7 8 -4 11 -11 12 13 -8 -15 -13 17 18 -17 -10 21 22 -9 24 26 -25 28 -28 29 -22 right_child=1 3 6 4 -6 -7 9 20 19 10 -12 15 -14 14 -16 16 -18 -19 -20 -21 23 -23 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.030847439807932517 0.0070603699909587087 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10667.452701017261 12979.781612828374 1386.6787587180734 14.216428902000187 787.8494771271944 249.35077624768019 3151.3308481015265 3040.0912267640233 3637.6051233559847 625.44616744667292 713.27434285357594 301.76374652981758 63.233985211700201 leaf_count=3830 8216 88201 18304 174144 1854 4760 72494 923 6728 29034 7771 704855 63966 21727 28546 1316 2387 43949 52080 6757 230 3574 1394 24436 15255 15925 3388 3151 1358 466 internal_value=-4.3556e-06 -1.39153e-05 0.000212455 -0.000967684 -0.000320204 -0.000217286 0.00017754 0.00166695 -0.00262212 6.36442e-05 -0.00231309 0.00015352 0.00128592 0.00038931 -0.00216466 -0.000100464 -0.00161081 -0.00133958 -0.00319217 -0.00803698 0.0037137 0.00941424 -0.00415429 0.00311008 0.000318936 0.00506625 -0.0159155 -0.011468 -0.0316163 -0.00628561 internal_weight=330341 330238 266893 63345.2 43897.9 43475.1 265539 18863.4 6093.72 246676 8988.06 237688 43543.9 28338.6 11909.2 194144 24544.6 23972.9 13305.4 2486.3 12769.7 1222.7 434.849 11547 4758.03 6788.94 1717.93 1338.72 379.214 77.4504 internal_count=1411019 1407189 1138230 268959 180758 178904 1130014 101889 31789 1028125 36805 991320 186733 122767 50273 804587 99732 97345 53396 13485 70100 5891 2317 64209 23848 40361 8593 6539 2054 696 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 0 2 2 0 0 2 0 0 2 1 1 2 1 3 0 2 2 2 2 2 2 2 3 2 split_gain=104.39 98.0468 80.2073 48.1817 61.6323 59.7071 51.5395 46.0555 61.1407 127.42 71.8559 60.5412 54.4953 53.2553 59.5017 52.7959 49.1987 45.6654 45.0914 43.4569 154.309 84.4477 260.449 128.855 94.3536 111.709 76.4315 68.9666 81.9792 167.952 threshold=1.0000000180025095e-35 -1.4999999999999998 9.5555000305175799 16437.536132812504 39.500000000000007 -14.499999999999998 56.500000000000007 607.01678466796886 3673.077514648438 37.500000000000007 48.500000000000007 2580.519653320313 28.500000000000004 17.500000000000004 211.06961059570315 -3.4999999999999996 -9.4999999999999982 21922.121093750004 -23.499999999999996 1.1980000138282778 49.500000000000007 271.27960205078131 1148.0775146484377 182.51656341552737 3826.821655273438 6514.3598632812509 833.09243774414074 225.45304870605472 1.532000005245209 310.97680664062506 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 11 15 -11 -9 -13 -2 16 -10 -15 -7 -4 20 21 23 26 -3 -24 -26 -23 -21 29 -29 right_child=1 19 18 4 5 17 -8 8 9 10 -12 12 -14 14 -16 -17 -18 -19 -20 27 -22 22 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.030821696476530189 0.013415214525580112 -0.0027445154820983958 0.016331486798395155 -0.0030338631289427479 0.023492958188449969 -0.0060414992728829286 -0.0013678668050682871 0.0026049206292760121 0.0054101918425965992 -0.0054406419679369168 0.0023098470187876289 -0.0028510599884214271 0.0090307543242233012 0.013535493461769023 -0.0019046354551748017 0.0010053490384181608 0.0015940851116851523 0.0039462252327515388 0.0040484120728897519 -0.0020477389345151232 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789889 115884 internal_value=1.97226e-05 1.04906e-05 0.00113263 0.00078651 -0.00133636 0.00267903 0.00117374 0.00158282 0.00228296 0.00100786 -0.00293727 0.00391631 0.0075033 4.22258e-05 -0.000256266 0.00296695 0.00250978 0.00161134 0.00474018 -0.000227595 -0.00113824 -0.00324089 -0.00447298 0.000257211 -0.00232867 -0.00603638 -0.0128553 -6.99713e-05 6.51439e-05 0.00151078 internal_weight=330391 330292 57812.4 52751.3 8137.89 2418.06 44613.4 38428.3 26421 14837.7 4923.32 11583.3 3101.06 12007.3 11745.1 9914.39 4385.71 2300.07 5061.08 272479 40204.6 17634.3 13041 4593.24 10384.5 3873.21 2656.49 232275 217421 30372.5 internal_count=1411320 1407505 257040 227333 34048 10581 193285 167169 116599 65053 21054 51546 13812 50570 49304 43999 18352 10000 29707 1150465 173171 74772 55322 19450 43677 16619 11645 977294 914333 124444 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=0 1 0 1 0 1 3 2 1 2 1 1 2 1 0 2 2 2 0 2 0 2 0 2 2 2 0 2 2 1 split_gain=101.224 92.3129 76.7398 41.7962 89.0366 71.5015 50.7985 55.3281 63.0185 53.739 52.3333 37.8737 36.023 39.2432 35.8579 124.265 114.452 73.266 555.314 236.521 424.958 107.676 271.411 190.323 88.7947 79.0131 94.6858 131.408 70.8601 83.4833 threshold=1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 7.5000000000000009 24.500000000000004 24.500000000000004 2.9229999780654912 36319.728515625007 90.500000000000014 2321.0456542968755 42.500000000000007 -43.499999999999993 4814.8464355468759 11.500000000000002 6.5000000000000009 35052.082031250007 6368.3278808593759 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 89063.015625000015 54479.306640625007 4.5000000000000009 47442.083984375007 56232.490234375007 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 14 12 -6 9 -8 -9 10 -7 -4 -5 -14 15 16 -3 18 28 24 -21 22 23 -20 -19 26 27 -24 29 -17 right_child=1 3 11 4 5 6 7 8 -10 -11 -12 -13 13 -15 -16 17 -18 19 21 20 -22 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030796756640580999 0.0077145577844871284 0.0020601807274628551 0.016830651075737887 -0.0032215709663524212 -0.0045801741885604435 -0.013486487762761084 -0.017007024045930182 0.015610263722641094 -0.032051113359110942 0.006986147963703092 0.016393686323321131 0.00088060045124194446 0.0020201729096853342 0.012887592306878158 -0.00025307797682761271 -0.0035055850128887221 -0.0050976978393883271 -0.0010474646176053507 -0.0173920747978079 0.011904447115522979 -0.0027643591357688771 0.021603472544086399 -0.010307021599372766 0.008828756014016375 -0.017419265904312191 0.020885878936071828 0.013374245628811392 0.010981089683811812 -0.0044479000803727122 -0.034034045922520038 leaf_weight=96.146136485040188 1536.3041102141142 3583.8208514973521 134.30586095154285 410.70213489234447 7200.462778635323 241.54712362587452 235.04291349649429 124.47903346270323 31.232068680226803 1272.3153932392597 67.494698897004128 56107.216897159815 643.64382730424404 558.60113660991192 239176.67016480863 103.88275695964694 4579.5220884792507 486.45398648828268 593.09821760654449 2923.8492283783853 4533.3614559322596 521.30216519534588 449.19171737134457 429.59666866064072 770.23291913047433 623.41250549256802 1757.0900872647762 622.79969926178455 167.80720193684101 359.97983953356743 leaf_count=3815 12730 17038 908 1938 33024 1095 975 511 208 5168 291 243402 2583 2240 990484 902 22508 2217 2688 21196 19094 2803 1986 2016 3298 2921 7686 2842 1103 1650 internal_value=1.91431e-05 1.01826e-05 0.00109939 -0.000220788 -0.00205099 -0.003194 0.00186713 -0.00781886 0.00605049 0.00426055 -0.00696066 0.000918689 0.00444912 0.00706952 -0.000145354 0.00099948 -0.00195529 0.0026813 0.00534933 0.000958071 0.00298704 0.0086999 0.0071968 -0.00637766 -0.0110819 0.0112178 0.00908738 0.00206083 -0.0211537 -0.0271971 internal_weight=330342 330245 57777.8 272468 10785.5 9172.57 1972.11 390.754 155.711 1581.36 309.042 56241.5 1612.95 1202.24 261682 22505.4 8163.34 14342.1 5628.16 8713.9 7457.21 4996.49 4475.19 1022.69 1256.69 3452.49 2829.08 1071.99 631.67 463.863 internal_count=1411320 1407505 257040 1150465 48033 41272 8248 1694 719 6554 1386 244310 6761 4823 1102432 111948 39546 72402 26597 45805 40290 22942 20139 4704 5515 15435 12514 4828 3655 2552 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 1 0 2 2 0 0 1 1 2 1 3 0 2 2 2 2 2 2 2 2 3 2 0 2 2 split_gain=98.1572 86.8859 73.3323 45.3968 58.0514 56.8655 48.5089 43.4729 69.1467 119.912 67.5528 52.7369 49.7859 42.977 42.6926 40.433 145.2 79.5813 245.945 121.17 89.0628 105.791 72.5314 65.8819 64.5037 77.8326 157.871 106.844 92.8548 224.408 threshold=1.0000000180025095e-35 -1.4999999999999998 9.5555000305175799 16437.536132812504 39.500000000000007 -14.499999999999998 56.500000000000007 780.74472045898449 3673.077514648438 37.500000000000007 48.500000000000007 -7.4999999999999991 -3.4999999999999996 21922.121093750004 -23.499999999999996 1.1980000138282778 49.500000000000007 271.27960205078131 1148.0775146484377 182.51656341552737 3826.821655273438 6815.6660156250009 833.09243774414074 99992.636718750015 225.45304870605472 1.532000005245209 310.97680664062506 44.500000000000007 3673.077514648438 8931.5649414062518 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 11 12 -11 -9 -10 -7 -4 16 17 19 22 -3 -20 -22 -19 -18 -17 26 27 -26 -28 -30 right_child=1 15 14 4 5 13 -8 8 9 10 -12 -13 -14 -15 -16 24 23 18 20 -21 21 -23 -24 -25 25 -27 28 -29 29 -31 leaf_value=0.030772594574693352 0.00013957527226441158 -0.002651070986505185 0.015894778359569817 -0.0029712030175583584 0.02299608398296641 -0.005880600718383094 -0.0013531113702114114 0.0091629770428547242 0.0052299109610258058 -0.0053001748930331261 0.0022162682205003332 0.00322758973467447 0.0009491962987228246 0.0038063297436428268 0.0038534962769102587 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20651 13906 7148 36955 23348 7722 27177 62961 98205 6260 27058 5028 6406 10213 5385 194 4308 789889 65694 4252 24927 25263 internal_value=1.85954e-05 9.89814e-06 0.00106681 0.000736276 -0.00132456 0.0025755 0.00111235 0.00150955 0.00225337 0.000950744 -0.00287513 0.00417319 0.00285342 0.00153779 0.00452391 -0.000214177 -0.00109274 -0.0031336 -0.00433071 0.00026206 -0.00224814 -0.00585413 -0.0124897 0.000500511 -6.21396e-05 6.85254e-05 0.00147706 0.00952308 0.000895687 -0.00108104 internal_weight=330280 330186 57757.3 52717 8135.52 2415.18 44581.5 38395.7 24884.7 14825.5 4924.13 10059.3 9901.35 2298.39 5040.31 272429 40189.3 17619.7 13027.1 4592.56 10378.1 3867.29 2649 22569.7 232240 217391 30374.3 2046.84 28327.4 12186.5 internal_count=1411320 1407505 257040 227333 34048 10581 193285 167169 109997 65053 21054 44944 43999 10000 29707 1150465 173171 74772 55322 19450 43677 16619 11645 98399 977294 914333 124444 8560 115884 50190 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=0 1 0 1 3 0 2 2 2 2 2 2 2 2 2 2 0 2 2 3 3 0 2 1 0 0 2 2 1 2 split_gain=95.1852 81.802 70.4356 39.6072 38.5217 136.745 74.9979 232.357 113.931 84.0301 95.1554 68.8003 62.7421 61.912 61.8265 57.4687 57.9538 57.2095 49.7141 53.9075 52.2931 48.9492 309.668 65.8651 50.6547 49.7577 47.8667 80.1265 45.9624 42.1565 threshold=1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 82.000000000000014 1.1980000138282778 49.500000000000007 271.27960205078131 1148.0775146484377 182.51656341552737 3673.2597656250005 6815.6660156250009 833.09243774414074 401.18936157226568 99992.636718750015 284.12406921386724 135.80005645751956 60.500000000000007 145.45140075683597 310.97680664062506 1.4100000262260439 2.9229999780654912 44.500000000000007 211.06961059570315 1.0000000180025095e-35 26.500000000000004 28.500000000000004 11031.315917968752 16437.536132812504 1.0000000180025095e-35 997.99557495117199 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 6 8 11 17 -9 -11 12 -8 26 15 -6 21 -3 19 -16 -21 24 28 -24 -17 -26 -7 -28 -23 -13 right_child=1 3 -4 -5 14 13 7 9 -10 10 -12 29 -14 -15 18 16 -18 -19 -20 20 -22 22 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.030749181520082602 0.007399488101177556 0.0033660702061063873 0.00086290983555666653 -0.025755307401715812 0.0025260540482023469 0.00016166603691382733 -0.015195871389747879 -7.5807012718100527e-05 0.0081529617505031876 -0.011686326704374608 -0.0020315196773113163 -0.022415238437594572 -0.0023644600239902782 -0.033557817562505754 0.020022449923097957 0.0026206783801091113 -0.0060620358992611624 -0.0051360901296655876 5.2097846238045681e-05 0.0016248225608932972 0.015047008041766678 0.00072608864014460709 0.0016896100480787589 0.016860034486049193 -0.015528357787164011 -0.0027581755459558837 0.011479986060072299 -0.0015372076702786343 -0.0063129293114765209 -0.011238707809278338 leaf_weight=90.685004564002156 1523.8888450972736 1019.75549736619 56200.182726264 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-0.00306817 0.000557991 0.00538417 -0.00359778 -0.0173514 internal_weight=330229 330138 57724.1 272414 272360 40177.8 17607.1 13014.6 4592.41 10372.6 3923.54 2642.03 1416.3 22570.7 232182 23716.6 20911 3382.08 208465 3303.39 3129.55 18109.6 4912.34 1388.8 13197.3 11593.7 22522.7 1709.21 3523.54 1225.73 internal_count=1411320 1407505 257040 1150465 1150153 173171 74772 55322 19450 43677 16893 11645 6260 98399 976982 100191 88239 14422 876791 13854 13140 76387 20786 5829 55601 48790 98205 6911 14957 5385 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 2 1 0 1 2 2 0 0 2 0 0 2 1 1 2 1 0 1 3 2 1 2 0 0 0 split_gain=92.3054 76.9937 67.1635 42.7378 54.6969 61.6418 48.3839 45.677 41.1399 41.0973 54.5552 112.913 63.5079 56.7395 51.5683 50.4307 56.0223 47.0299 46.6626 39.7948 39.1404 83.5327 65.8075 47.0405 52.8297 58.4177 50.3754 50.8376 36.808 35.7888 threshold=1.0000000180025095e-35 -1.4999999999999998 9.5555000305175799 16437.536132812504 35.500000000000007 21324.808593750004 -10.499999999999998 56.500000000000007 -11.499999999999998 607.01678466796886 3673.077514648438 37.500000000000007 48.500000000000007 2580.519653320313 28.500000000000004 17.500000000000004 211.06961059570315 -3.4999999999999996 -9.4999999999999982 21922.121093750004 7.5000000000000009 23.500000000000004 24.500000000000004 2.9229999780654912 36319.728515625007 90.500000000000014 2321.0456542968755 49.500000000000007 38.500000000000007 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 7 19 -6 -7 9 -4 15 13 17 -13 -11 -15 -2 18 -12 -17 -5 -3 -22 -23 26 -25 -26 27 -24 -20 -18 right_child=1 20 8 4 5 6 -8 -9 -10 10 11 12 -14 14 -16 16 29 -19 28 -21 21 22 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.030726493161070314 0.013039878979637425 -0.000128610009320331 0.011484983305441976 0.0019665387432571666 -0.0062885426635071514 0.019405933590548131 0.0031570404657785905 -0.0013382686667053327 0.0032908675869043253 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103.03330282866955 3591.6839955747128 3797.9634794592857 leaf_count=3815 1266 1102432 5068 4821 2578 853 8522 26116 24639 37734 20651 13906 7148 1776 12036 1588 15127 23348 1922 17274 6194 33591 944 975 511 208 5168 442 14842 15825 internal_value=1.74976e-05 9.30466e-06 0.00100475 0.000688791 -0.00131097 0.00212786 0.00452177 0.00105388 0.0043201 0.00143962 0.0021021 0.000897111 -0.00281428 0.00364769 0.00712848 -1.56717e-05 -0.000305349 0.00274543 0.00238042 -0.00307101 -0.000201574 -0.00197395 -0.00302867 0.00183898 -0.00750191 0.00610604 0.00414006 -0.00674337 0.00149065 -0.00190431 internal_weight=330189 330101 57705.4 52684.5 8133.4 2753.49 2143.74 44551.1 5020.91 38364.7 26363.4 14814 4924.89 11549.4 3087.89 12001.3 11740.8 9889.08 4381.38 5379.91 272396 10770.5 9289.92 1969.67 389.314 154.721 1580.36 308.133 4047.11 7359.42 internal_count=1411320 1407505 257040 227333 34048 11953 9375 193285 29707 167169 116599 65053 21054 51546 13812 50570 49304 43999 18352 22095 1150465 48033 41839 8248 1694 719 6554 1386 16764 30952 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 0 1 1 3 2 2 3 0 2 2 1 3 0 2 0 0 1 2 2 2 2 0 2 2 split_gain=89.2778 67.6621 112.278 115.756 48.0723 48.1631 62.4155 55.1339 45.0932 42.2861 58.8942 47.7844 60.3959 158.947 73.2466 111.211 72.8603 59.3771 53.8711 49.1609 47.1322 107.191 83.07 70.9165 59.7974 55.2788 69.6685 49.3282 60.4784 45.9274 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99992.636718750015 113.878231048584 279.21791076660162 26.500000000000004 -10.499999999999998 -43.499999999999993 1.0205000042915346 4520.4785156250009 3673.077514648438 1.9854999780654909 48.500000000000007 4432.1855468750009 9139.0400390625018 -4.4999999999999991 12.393000125885012 44.500000000000007 24919.096679687504 45.500000000000007 38.500000000000007 -6.4999999999999991 2404.0227050781255 297.03073120117193 468.30728149414068 310.97680664062506 18.500000000000004 1682.390319824219 436.96165466308599 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 10 -10 17 13 14 18 16 -16 20 -13 -15 21 27 -23 24 -22 26 -24 28 29 -11 right_child=1 -3 4 -5 5 8 7 -9 9 11 -12 12 -14 19 15 -17 -18 -19 -20 -21 23 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030704513202279866 -0.0076103646613239831 -0.00038297932438138046 0.0055427962171977199 0.023018340576157703 0.0066361524423227602 0.016011711482471176 0.0096388803796014621 -0.0016471217822938424 0.0072218082141715786 0.011537154373580806 -0.0056150979903299659 0.0016077549572450522 0.00055910073175613451 0.0009972517856645241 -0.02194427634431332 -0.002391707486636242 -0.0077226925791059574 0.0063618733319803673 -0.004987286385599885 0.0077979756101122493 0.0082129162227070219 0.015592266963660149 0.013674376473027655 0.0027725664164382231 -0.0020488027972982007 0.0047896934031120561 -0.0085932244230531325 -7.4804011049494948e-05 -0.0026879241079752429 0.0028846298845891299 leaf_weight=85.41419729590416 156.38618837669492 171696.05832196772 1637.968629181385 383.09320631995797 912.09425470232964 170.090864777565 398.1640003323555 18039.890223234892 1695.8478618860245 592.62094762921333 396.94879856705666 3622.4910134226084 53811.24026696384 8243.3089505881071 365.17648606002331 5809.4284790158272 2890.6671100109816 1900.2067330405116 1610.2072456926107 1082.2449140399694 534.99674700200558 588.31878080964088 160.86948730051517 4659.6668949574232 11429.896383926272 6121.8753536194563 591.08506186306477 20760.288260519505 1716.1552846729755 8077.590235888958 leaf_count=3810 3446 718690 6888 11380 3833 1242 1894 73132 8823 2743 1675 15239 236829 34830 1577 23484 11671 9458 6528 4655 2166 2911 649 19399 47113 25310 2385 85979 7458 36093 internal_value=3.74741e-05 2.95378e-05 0.000476798 0.0141396 0.000430094 0.000376474 -0.00102445 -0.0014034 0.000574587 0.000555374 0.00478698 0.000489564 3.97328e-06 -0.00126053 -0.00324789 -0.00487925 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threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99992.636718750015 113.878231048584 279.21791076660162 26.500000000000004 -10.499999999999998 -43.499999999999993 95.500000000000014 1.0205000042915346 4520.4785156250009 3673.077514648438 1.9854999780654909 48.500000000000007 4432.1855468750009 9139.0400390625018 -4.4999999999999991 12.393000125885012 44.500000000000007 24919.096679687504 3997.433227539063 4.1315000057220468 3.5000000000000004 45.500000000000007 38.500000000000007 -6.4999999999999991 2404.0227050781255 297.03073120117193 468.30728149414068 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 -3 11 -10 18 14 15 19 17 -17 24 -14 -16 22 -15 -24 25 -12 -27 28 -26 -28 right_child=1 9 4 -5 5 8 7 -9 10 -11 12 -13 13 21 20 16 -18 -19 -20 -21 -22 -23 23 -25 27 26 29 -29 -30 -31 leaf_value=0.030683209109865474 -0.0073307131655825407 -0.00034685350877020402 0.0053827073138731207 0.022818948285868848 0.006445717124391309 0.015698652954856725 0.0093861808856098815 -0.0015974734107407609 0.0070268581123164803 -0.0089995401798635636 0.00074678892549475079 -0.0054399413470320743 0.001559993948484988 0.00075659993959974203 0.00096753010004290915 -0.021168937075395841 -0.0023200751082011126 -0.0074934430665984869 0.0061883021767727879 -0.0048356645533619708 0.0075789380124909522 0.0008111820198988415 0.0086374713611805567 -0.006997354391067725 0.0079717752677858321 0.015229688482728156 -0.0037134178873949875 0.0026906294008786731 -0.0019868177579753597 0.0046495487098675604 leaf_weight=82.946512028574944 157.46467288210988 171198.62834578753 1636.1122194677591 374.97076852992177 910.88893228769302 168.30562069267035 396.64050631225109 18042.501103967428 1690.6892463415861 489.19948069751263 31138.385500669479 397.43048916757107 3621.4112459123135 2478.5314318835735 8241.6686875671148 367.16390460729599 5809.135927721858 2889.7433017939329 1894.9797238260508 1610.8641803562641 1080.1492900699377 49088.804190561175 201.1521870046854 2036.380896255374 534.64993852376938 584.31671586632729 752.15387512743473 4657.5523865371943 11432.84665594995 6117.277315095067 leaf_count=3810 3446 716450 6888 11380 3833 1242 1894 73132 8823 2240 132273 1675 15239 10423 34830 1577 23484 11671 9458 6528 4655 216233 1224 8949 2166 2911 3034 19399 47113 25310 internal_value=3.63847e-05 2.86815e-05 0.000462683 0.0139024 0.00041733 0.000365302 -0.000993701 -0.00136121 0.000557538 -0.000371508 0.000538886 0.00465406 0.000475016 3.8667e-06 -0.00122285 -0.00315033 -0.00473241 -0.00903514 0.00111374 -0.000409042 0.00173362 0.000542393 -0.00225539 -0.0055918 0.000939584 0.00149777 0.00463505 -0.000356157 -0.00154192 0.00373386 internal_weight=330083 330000 158312 532.435 157780 156144 19350 18439.1 136794 171688 136625 2088.12 134537 77425 23620.1 14298.3 9066.04 3256.91 57112.2 5232.28 9321.82 53804.9 4716.06 2237.53 55217.2 38592.1 7453.75 16625 11967.5 6869.43 internal_count=1411290 1407480 688790 14826 673964 667076 78859 75026 588217 718690 586975 10498 576477 334813 97984 58499 36732 13248 241664 21767 39485 236829 20596 10173 232206 163528 31255 68678 49279 28344 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 0 1 1 0 3 2 3 2 0 2 2 0 2 2 2 1 0 0 0 2 0 1 0 2 split_gain=83.9724 59.938 102.362 108.363 42.6679 42.6534 55.3588 49.0876 40.8538 38.2695 39.6923 63.0375 61.4939 152.73 125.494 63.1451 65.5184 60.1588 59.9997 109.949 109.35 89.1961 84.5078 67.4216 96.6355 56.6423 106.415 56.527 51.7608 49.3233 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99992.636718750015 113.878231048584 279.21791076660162 26.500000000000004 -10.499999999999998 -43.499999999999993 95.500000000000014 1.1510000228881838 207.88987731933597 1.532000005245209 279.21791076660162 41.500000000000007 2799.732299804688 2362.8337402343755 66.500000000000014 2799.732299804688 2362.8337402343755 6514.3598632812509 2.5000000000000004 48.500000000000007 51.500000000000007 50.500000000000007 271.27960205078131 37.500000000000007 13.500000000000002 3.5000000000000004 460.37582397460943 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 -7 10 18 -12 13 14 -13 16 17 25 19 22 21 23 -3 24 -20 -14 27 -27 -18 -15 right_child=1 9 4 -5 5 8 7 -9 -10 -11 11 12 15 29 -16 -17 28 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030662562290955642 -0.0070631843352888576 -0.0055078487532632409 0.0052271408045377462 0.022617809887192111 0.0062606307082292345 0.015389553803319932 0.0091395201204722398 -0.0015493300695820598 0.00052287011035771357 -0.0087479603798117974 -0.0027972479153763078 -0.0044617231212260057 -0.0039681746616087761 -0.0069409265212328668 0.012367389118418838 0.00016431578036180903 -0.041064580062252366 -0.0038293806087268275 -0.005971242895084496 0.006686151937231679 0.0012215481329380668 -0.013724990228905642 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0.000448971 0.0136664 0.000404932 0.000354449 -0.000963878 -0.00132028 0.000540976 -0.000360381 -0.000336463 -0.000168213 -2.5057e-05 0.00133571 0.00865999 -0.000309557 -0.00132385 -0.00103293 -0.00157673 -0.000205125 -0.00350198 -0.00595101 -0.00140759 -0.0041079 -0.00113097 -0.00049089 -9.10181e-07 -0.000597898 -0.00670724 0.000576526 internal_weight=330030 329949 158270 525.586 157744 156110 19349.9 18440.2 136760 171679 171191 150742 142958 24720.2 2321.69 118238 37649.9 35719.6 20449.1 11941.6 8507.49 5602.66 10167.5 4528.92 2725.9 29920.2 26224.9 23893.2 1930.36 22398.5 internal_count=1411290 1407480 688790 14826 673964 667076 78859 75026 588217 718690 716450 626367 592182 102929 10008 489253 160813 152798 90083 50905 39178 27179 43788 21707 12013 127874 111763 101813 8015 92921 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=0 1 0 2 3 2 2 0 0 3 2 2 2 2 2 0 0 3 2 1 2 2 0 1 2 0 2 0 0 2 split_gain=81.4416 56.4139 97.7063 104.828 40.5965 64.8899 44.0059 92.0268 68.8333 58.7026 105.105 115.272 101.237 80.334 69.45 74.9313 58.5884 62.114 69.4336 54.511 48.455 47.1772 79.5056 60.5726 56.2807 180.569 66.1498 43.1659 73.9656 42.5298 threshold=1.0000000180025095e-35 1.0000000180025095e-35 1.5000000000000002 99992.636718750015 6.4175000190734872 911.27563476562511 14993.919433593752 44.500000000000007 80.500000000000014 2.7749999761581425 6368.3278808593759 1087.538757324219 361.94923400878912 6665.8681640625009 10798.300781250002 65.500000000000014 43.500000000000007 1.0205000042915346 4520.4785156250009 -14.499999999999998 14362.723632812502 1420.9512329101565 31.500000000000004 -3.4999999999999996 4814.8464355468759 38.500000000000007 1957.453552246094 49.500000000000007 40.500000000000007 1494.5967407226565 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 8 -8 9 10 11 -4 -11 29 -12 27 21 18 -18 -9 -15 22 -13 24 26 -26 -23 28 -16 -14 right_child=1 -3 4 -5 5 -7 7 19 -10 12 14 16 13 20 15 -17 17 -19 -20 -21 -22 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.030642556686304723 -0.0068071204020113147 -0.00034967516219040897 -0.00080210995719562285 0.022414932541988467 0.0094350278842320612 0.0011635335362222845 -0.0025559637948887317 0.022610275371867022 -0.0053726395601900769 0.008749727041858682 -0.0056348265117766973 -0.0050774180343910943 0.0011881435887109713 0.0034225544687216383 0.002669570917034981 -0.020569057027789932 0.0076832756705965642 7.388672023247013e-05 -0.019542141806716536 0.0017388612171202634 0.018043430951252274 -0.0099646494218981942 0.011561655127503442 0.0014136291410141704 0.0067911376805509342 -0.036203722163912606 0.0091489132911401795 0.0069820690993015137 -0.0081792872125979726 -0.0017067142112870074 leaf_weight=78.218151591718197 159.52251122891903 171645.87077432871 35100.91620066762 359.40299683436751 880.93620281666517 27503.122114531696 12902.801402360201 115.23908498883247 1834.9702372997999 1691.960964679718 4546.7455309331417 329.3214645832777 13591.848651006818 7398.3997353315353 1675.4984198212624 152.52949166297913 1533.8881987184286 19099.800954848528 89.210107430815697 4958.9313119500875 209.78662395477295 174.54398590326309 1201.0176343768835 11246.573255777359 380.22789238393307 114.3527557849884 2456.0090976059437 805.39240774512291 853.81299190223217 6879.3137500286102 leaf_count=3810 3446 718690 143145 11380 4224 130846 51984 592 7533 7237 18612 1366 57222 31537 6829 628 8206 79977 379 21055 905 826 4984 46170 1793 480 11695 3349 3451 28939 internal_value=3.42669e-05 2.70096e-05 0.000435591 0.0134318 0.000392833 0.00142025 0.000167369 -0.00120992 0.000389693 0.000486229 6.19145e-05 0.00042639 0.001623 0.00119357 -0.00319206 -7.11229e-06 0.00160377 0.000552681 0.00618689 0.00221287 0.00382571 0.00297351 0.00798101 0.0024403 0.00613501 -0.00314977 0.00788068 0.000933392 -0.00099265 0.00021533 internal_weight=329970 329892 158246 518.926 157727 28384.1 129343 17977 111366 109531 79759.8 71725.9 29771.3 28079.3 8033.98 3487.23 36624.9 20722.9 1623.1 5074.17 7608.19 15902 1530.34 14371.7 3125.13 494.581 2630.55 3334.7 2529.31 20471.2 internal_count=1411290 1407480 688790 14826 673964 135070 538894 73631 465263 457730 331890 299021 125840 118603 32869 14257 155876 88562 8585 21647 32442 67314 6350 60964 14794 2273 12521 13629 10280 86161 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 2 1 0 3 0 2 2 2 2 2 2 1 2 2 1 0 2 1 1 2 2 2 2 1 1 split_gain=78.9883 54.2601 61.3121 38.1414 51.2186 43.5596 71.5241 73.49 55.5944 191.137 195.109 81.6737 102.785 62.8804 71.9346 58.9748 54.8798 49.011 90.8279 60.0134 78.9926 92.4621 78.3296 60.7346 57.3957 56.6281 47.8065 47.6932 42.6669 42.4907 threshold=1.0000000180025095e-35 -2.4999999999999996 21.500000000000004 113.878231048584 50.500000000000007 291.56593322753912 10.500000000000002 60.500000000000007 1.1980000138282778 49.500000000000007 1148.0775146484377 3826.821655273438 6514.3598632812509 731.32192993164074 401.18936157226568 310.97680664062506 1.0000000180025095e-35 10057.160644531252 2902.4506835937505 2.5000000000000004 51.500000000000007 3673.2597656250005 1.5000000000000002 1.5000000000000002 4432.1855468750009 17792.297851562504 997.99557495117199 2704.067260742188 2.5000000000000004 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 -2 4 -3 6 7 -5 9 10 13 -12 -13 14 -7 -10 -11 18 27 20 23 22 -22 -20 -21 -19 -15 29 -28 -18 right_child=1 3 -4 5 -6 8 -8 -9 15 16 11 12 -14 26 -16 -17 17 25 19 24 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.030623165595677734 0.00097100717048625627 0.0060967918632576909 0.008997985050848244 -0.00049802866243484534 -0.0015803267989448727 -0.017007723510502972 -0.011510268941482668 -0.0051701269206294682 0.0044271006987774532 0.0028623012744913279 -0.0002308494558356159 -0.012117741385822325 -0.0021188320657343994 -0.019971190087164248 -0.00048794825257622457 0.00010852183745724021 -0.0016587515800206634 0.0094931149093833555 0.004140041996904373 -0.017291676894760116 -0.012250193127880485 0.002932067693359088 0.0055858111116389537 -0.011759672021302287 0.001188609997189237 -0.0029276931597505807 -0.0051369120249448808 0.014308678020218112 -0.025603549439759007 0.0043535966741422702 leaf_weight=75.953793246299028 31747.669705204666 2010.724721133709 880.15856909938157 31183.798584416509 1280.0135911107063 351.31218484044075 587.26124346256256 3356.135270640254 2882.6443291306496 7304.0004990845919 7290.4223402142525 1400.6210952550173 2726.294689565897 853.38231314718723 730.5537766367197 223569.78238136321 2310.8535270392895 866.54284507036209 1624.5105161368847 520.1105569601059 1558.3801813870668 729.22739408910275 258.33734475076199 249.41985580325127 213.27596281468868 533.88029704988003 492.41306033730507 260.83339239656925 112.64378707110882 1951.1402762383223 leaf_count=3810 141891 8585 8215 130445 5455 1549 3331 14093 12063 32087 30309 6380 11362 3760 3203 943239 9375 3482 6855 2742 8655 3056 1400 1127 926 2141 2074 1046 574 8060 internal_value=3.32733e-05 2.62291e-05 0.00118754 -0.000101261 0.00311059 -0.000137221 -0.00112852 -0.000952002 -2.66651e-06 -0.00116624 -0.00381297 -0.0021399 -0.00551233 -0.0113325 -0.00585238 0.000163496 0.000843611 -0.00048754 -0.00124672 -0.0039697 -0.00265094 -0.00609176 -0.00971391 0.00202379 -0.0119174 0.00475796 -0.0153977 0.00185581 -0.0089472 0.0010937 internal_weight=329912 329836 32627.8 297209 3290.74 293918 35127.2 34539.9 258791 32338.2 13957.6 11417.3 4126.92 2540.31 1081.87 226452 18380.5 11076.5 9676.09 5153.26 4419.88 2545.94 1816.72 1873.93 733.387 1400.42 1458.44 4522.83 605.057 4261.99 internal_count=1411290 1407480 150106 1257374 14040 1243334 147869 144538 1095465 140163 59211 48051 17742 11160 4752 955302 80952 48865 43242 24761 21093 13111 10055 7982 3668 5623 6408 18481 2648 17435 is_linear=0 shrinkage=0.03 Tree=120 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 1 0 2 2 1 2 0 2 2 0 2 2 0 0 2 2 2 2 0 0 1 1 2 2 0 split_gain=77.869 66.1256 57.5709 57.1513 41.4525 38.8016 37.8634 154.687 136.989 51.2783 49.0054 101.883 89.6369 56.9148 54.759 127.993 43.7871 188.791 65.0371 78.6998 113.305 83.8563 49.4941 79.7595 80.8623 65.7149 61.0386 48.0769 44.3225 43.5075 threshold=1.0000000180025095e-35 1.5000000000000002 -43.499999999999993 1682.390319824219 91.500000000000014 24.500000000000004 5.5000000000000009 39114.154296875007 13515.104003906252 1.0000000180025095e-35 45446.361328125007 4.5000000000000009 42314.533203125007 42314.533203125007 1.5000000000000002 99992.636718750015 99992.636718750015 55.500000000000007 17.500000000000004 13515.104003906252 3407.3515625000005 7128.9062500000009 15706.645507812502 38.500000000000007 91.500000000000014 -9.4999999999999982 -14.499999999999998 35052.082031250007 40737.804687500007 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 -2 -3 5 -5 7 8 -4 -10 11 12 -9 -13 15 -12 18 -18 19 20 -8 -22 -20 25 26 -24 -25 -28 29 -21 right_child=1 3 6 4 -6 -7 16 10 9 -11 14 13 -14 -15 -16 -17 17 -19 22 28 21 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.030604370724279961 0.017102015184682816 -0.002210535190158442 0.0013060766819331462 -0.00034284691866669464 -0.0087244395934377838 0.0043789791125788159 0.0018626543500666391 0.013661856930835782 -0.0030109223696197659 -0.011666822829558443 -0.014793597185168079 0.0062712140643517572 -0.014267781850109719 0.022735951426239676 0.0023228158715653331 0.020299291211082291 -0.0041638913509128806 0.0065733707793874481 0.00011979396727982846 0.0028401411158382114 -0.0050795184069269677 0.00011161583125578395 -0.012892749167415654 0.02252531331795608 -0.010662869463364691 -0.0024763198942873879 -0.00078362507420540498 0.0033414300775776932 2.0511309536173878e-05 0.0071680611179683728 leaf_weight=74.837645523250103 181.39045064896345 19745.636155039072 3605.3897458910942 41557.457611933351 515.2783474996686 1627.6348457485437 16771.492137953639 177.29774938523769 1105.013137742877 1391.7517640218139 121.52996838092804 331.43181565403938 248.18748791888356 439.5491671860218 10997.244294472039 406.1113292593509 7164.9008145928383 1855.4588872343302 170388.99078145623 9029.3620166629553 4708.1994808018208 6912.3427147269249 570.17193895578384 118.244774132967 554.03086556494236 12391.349930092692 6415.0172933936119 4212.7177860736847 3558.4957846850157 2720.2937238514423 leaf_count=3866 1722 89739 18436 171233 2235 6607 74213 896 6771 6791 1506 1509 1395 2044 51932 11403 28998 8010 709542 38793 20116 29081 2325 603 2316 49721 26291 17497 14558 11364 internal_value=6.28235e-06 -6.60452e-07 0.00020665 -0.000871046 -0.00026581 -0.000164883 0.000195137 0.00149218 -0.00243447 -0.00783591 0.00337572 0.00915461 -0.00262963 0.015658 0.00277577 0.0122165 9.64393e-05 -0.00195527 0.000174086 0.00121996 0.000285138 -0.00199163 -6.0719e-05 -0.00132846 0.000513758 -0.00293453 0.00108999 0.000851502 0.00295378 0.00384215 internal_weight=329897 329822 266376 63446 43700.4 43185.1 266195 18823.5 6102.15 2496.76 12721.4 1196.47 425.485 770.981 11524.9 527.641 247371 9020.36 238351 43700.2 28392 11620.5 194651 24261.5 11300 12961.5 10746 10627.7 15308.2 11749.7 internal_count=1411513 1407647 1137833 269814 180075 177840 1136111 102683 31998 13562 70685 5844 2291 3553 64841 12909 1033428 37008 996420 188125 123410 49197 808295 98753 46707 52046 44391 43788 64715 50157 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 1 0 2 2 1 2 0 2 2 0 2 2 0 0 2 2 2 2 0 0 1 1 2 2 0 split_gain=75.5223 62.2351 54.8489 53.8346 39.0444 36.5072 35.677 145.732 129.022 48.6399 46.3567 96.5693 84.2622 54.3927 52.4078 122.036 41.213 177.757 61.2093 74.1089 106.611 78.8481 46.5728 75.0478 76.0544 61.7226 58.0748 45.2573 41.7549 41.3616 threshold=1.0000000180025095e-35 1.5000000000000002 -43.499999999999993 1682.390319824219 91.500000000000014 24.500000000000004 5.5000000000000009 39114.154296875007 13515.104003906252 1.0000000180025095e-35 45446.361328125007 4.5000000000000009 42314.533203125007 42314.533203125007 1.5000000000000002 99992.636718750015 99992.636718750015 55.500000000000007 17.500000000000004 13515.104003906252 3407.3515625000005 6665.8681640625009 15706.645507812502 38.500000000000007 91.500000000000014 -9.4999999999999982 -14.499999999999998 35052.082031250007 40737.804687500007 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 -2 -3 5 -5 7 8 -4 -10 11 12 -9 -13 15 -12 18 -18 19 20 -8 -22 -20 25 26 29 -25 -28 -21 -24 right_child=1 3 6 4 -6 -7 16 10 9 -11 14 13 -14 -15 -16 -17 17 -19 22 28 21 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.030586155026131007 0.016789597078803519 -0.0021457758431226714 0.0012671463373523063 -0.00033257128039232425 -0.0084712139515364313 0.0042474332894391377 0.0018071852878504718 0.013314688453252175 -0.002916243016075092 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6415.4261063188314 4210.7781963646412 3558.4890583753586 155.10140861570835 leaf_count=3866 1722 89739 18436 171233 2235 6607 74213 896 6771 6791 1506 1509 1395 2044 51932 11403 28998 8010 709542 50157 19006 30191 1693 603 2316 49721 26291 17497 14558 632 internal_value=6.1119e-06 -6.2679e-07 0.000200498 -0.000845133 -0.000257847 -0.00015994 0.000189326 0.00144905 -0.00236264 -0.00760766 0.00327892 0.00890863 -0.0025479 0.0152687 0.00269562 0.0119847 9.35591e-05 -0.00189733 0.000168879 0.00118364 0.000276607 -0.00193148 -5.88953e-05 -0.00128874 0.000498501 -0.00284662 0.0010576 0.000826085 0.00286671 -0.0124921 internal_weight=329841 329768 266338 63430.2 43698.7 43183.9 266159 18804.3 6099.29 2494.6 12705.1 1192.8 425.798 767 11512.3 521.846 247354 9016.84 238338 43690.7 28390.6 11622.9 194647 24258.5 11297.6 12961 10743.3 10626.2 15300.1 570.796 internal_count=1411513 1407647 1137833 269814 180075 177840 1136111 102683 31998 13562 70685 5844 2291 3553 64841 12909 1033428 37008 996420 188125 123410 49197 808295 98753 46707 52046 44391 43788 64715 2325 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 1 1 1 1 0 0 2 2 1 2 0 2 2 0 2 2 0 0 2 2 2 2 0 1 split_gain=73.2477 58.5732 52.2473 50.7089 36.7763 34.3658 42.4142 34.8558 58.9161 34.3487 33.8092 33.6158 137.291 121.519 46.1307 43.854 91.53 79.2204 51.9872 50.1312 116.326 38.7902 167.366 57.6068 69.787 100.314 74.6105 43.8242 71.1152 90.8471 threshold=1.0000000180025095e-35 1.5000000000000002 -43.499999999999993 1682.390319824219 91.500000000000014 89063.015625000015 9.5000000000000018 92.000000000000014 71.500000000000014 24.500000000000004 40.500000000000007 5.5000000000000009 39114.154296875007 13515.104003906252 1.0000000180025095e-35 45446.361328125007 4.5000000000000009 42314.533203125007 42314.533203125007 1.5000000000000002 99992.636718750015 99992.636718750015 55.500000000000007 17.500000000000004 13515.104003906252 3407.3515625000005 4911.6706542968759 15706.645507812502 27.500000000000004 -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 2 -2 -3 9 6 -6 8 -7 -5 -11 12 13 -4 -15 16 17 -14 -18 20 -17 23 -23 24 25 -13 -27 -25 29 -29 right_child=1 3 11 4 5 7 -8 -9 -10 10 -12 21 15 14 -16 19 18 -19 -20 -21 -22 22 -24 27 -26 26 -28 28 -30 -31 leaf_value=0.030568500190278732 0.016480426803834221 -0.0020828739054114254 0.001229369605300851 -0.00032260365368156035 -0.0083741856732239568 -0.0015727874246030389 -0.036187703584088807 -0.034722850291453541 0.056733187274774423 0.011561634376702616 0.0016079168496190694 0.0017533582142083355 0.012975640792152446 -0.0028246820183874073 -0.011037908171880152 -0.013965003564677661 0.0059232048445727941 -0.013303660315943858 0.021728145095525914 0.002188260813566966 0.019638670560388129 -0.0039189174005275947 0.006201900772348487 0.00011271511012925765 0.002782234602582874 -0.0058101087652146317 -0.00040597349486835464 -0.016590923086611035 -0.00021769006498060329 -0.0028895898670030624 leaf_weight=70.560900639742613 177.17154747061431 19717.802319705486 3603.9969251453876 41555.042983144522 166.12395096570253 236.04245489835739 70.195402905344963 25.195146679878235 16.700918853282928 410.78658954799175 1216.9650560319424 16764.080680772662 175.66669669374824 1108.2085465230048 1384.2271298244596 121.13830208033323 330.18534572422504 250.40821843594313 432.85627654194832 10983.766985915601 395.13071480765939 7162.8976724296808 1850.4452883824706 170387.66951854527 15291.862224072218 3156.1389594823122 8469.0037301778793 466.75259591639042 17275.644768565893 6513.0073780119419 leaf_count=3866 1722 89739 18436 171233 711 967 299 188 70 1652 4955 74213 896 6771 6791 1506 1509 1395 2044 51932 11403 28998 8010 709542 64715 13535 35662 1896 70734 26123 internal_value=5.94563e-06 -5.94931e-07 0.000194529 -0.000819986 -0.000250123 -0.00822537 -0.0166358 -0.00107432 0.00227999 -0.000155147 0.00411988 0.000183687 0.00140713 -0.00229293 -0.00738607 0.0031848 0.00866943 -0.00246895 0.014889 0.00261769 0.0117538 9.07647e-05 -0.00184111 0.000163827 0.0011484 0.000268332 -0.00187316 -5.71263e-05 -0.00125022 -0.00380583 internal_weight=329786 329715 266300 63414.9 43697.1 514.258 236.319 277.939 252.743 43182.8 1627.75 266123 18785.6 6096.43 2492.44 12689.2 1189.12 426.075 763.042 11500 516.269 247338 9013.34 238324 43681.1 28389.2 11625.1 194643 24255.4 6979.76 internal_count=1411513 1407647 1137833 269814 180075 2235 1010 1225 1037 177840 6607 1136111 102683 31998 13562 70685 5844 2291 3553 64841 12909 1033428 37008 996420 188125 123410 49197 808295 98753 28019 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 1 1 2 0 2 0 3 2 0 0 3 0 2 0 2 0 1 2 0 2 1 2 0 2 split_gain=71.0428 55.1274 49.7612 47.7621 34.7884 36.9375 37.3224 33.4134 32.9623 125.591 58.7983 77.6981 77.5309 56.9545 143.996 104.009 80.5695 51.4862 137.631 41.2681 55.0177 48.3787 37.851 53.8173 37.5537 36.9304 36.2554 48.9704 35.3858 33.7947 threshold=1.0000000180025095e-35 1.5000000000000002 -43.499999999999993 1682.390319824219 90.500000000000014 47442.083984375007 18.500000000000004 24.500000000000004 99992.636718750015 58.500000000000007 18300.850585937504 11.500000000000002 8.545499801635744 3618.2971191406255 35.500000000000007 51.500000000000007 2.0774999856948857 5.5000000000000009 39114.154296875007 53.500000000000007 3290.9838867187505 59.500000000000007 4.5000000000000009 47442.083984375007 7.5000000000000009 4165.5986328125009 8.5000000000000018 3673.2597656250005 57.500000000000007 30543.693359375004 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 8 10 -10 12 17 13 16 -15 -16 19 18 -12 -5 -21 28 29 -24 25 -14 -17 -28 -22 -19 right_child=1 3 -4 4 5 -7 -8 -9 9 -11 11 -13 24 14 15 26 -18 22 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030551383414164923 0.016174500126589574 -0.0020217777850535107 0.000178210004196477 0.0042321486332840752 -0.010085416060442838 -0.0011142758480629292 -0.03808823799596877 0.0040926339212886262 -0.0069874397448808348 0.013725443313696692 -0.016419543422483522 0.00029123729354347101 0.0046926204295651116 0.0012180589190412604 -0.0069762568617262261 0.00015745461267722293 -0.0052404639479760769 0.0072704586724834409 0.010272614909380709 -0.002204551432739794 -0.016828022741655384 0.0028198734741819958 0.0078096700840463639 -0.019281689288267168 -0.012346294940154771 -0.0099811809662804941 -0.021532399365281375 -0.0022251168961076586 0.03357516099462713 0.016412745327882703 leaf_weight=68.513293027877808 175.13802787661552 19704.450825408101 266092.16878351569 5245.9484596699476 204.27618908882141 362.49459083378315 54.201929464936256 1614.8784685432911 1801.7121493667364 308.58734062314034 287.31606385111809 6663.2448928356171 323.10695305466652 9934.443379893899 4933.6697147488594 4278.8496909290552 1342.2774320542812 848.08392561972141 440.25955975055695 2162.539631485939 14.402185946702955 223.24619555473328 222.07131932675838 93.897723689675331 735.66101211309433 295.56743520498276 167.4234264343977 402.40088500082493 96.739604711532593 637.39645667374134 leaf_count=3866 1722 89739 1136111 21133 872 1571 231 6555 7265 1248 1173 26828 1385 40064 21875 18271 5634 3398 1810 8745 58 904 891 376 3067 1253 871 1636 389 2572 internal_value=5.77991e-06 -5.68265e-07 0.000188732 -0.000795601 -0.000242647 -0.00729273 -0.0159575 -0.000141009 -0.000305915 -0.00395861 -0.000110018 0.00199045 -0.000750286 -0.000420431 -0.001326 -0.00390962 0.00154486 0.00646739 -0.000267988 0.00272114 -0.000453444 0.0108712 0.0091877 -0.000241172 -0.00776512 -0.00231769 -0.000789225 -0.0078979 0.0270437 0.0111933 internal_weight=329735 329666 266267 63399.1 43694.7 620.973 258.478 43073.7 41458.8 2110.3 39348.5 9192.27 30156.3 28801.9 19716.8 9782.34 9085.15 2529.03 727.576 7742.88 2496.93 334.388 1801.45 315.969 1354.34 618.674 4848.67 569.824 111.142 1485.48 internal_count=1411513 1407647 1137833 269814 180075 2674 1103 177401 170846 8513 162333 37048 125285 119580 82717 42653 36863 10220 2983 31229 10096 1351 7237 1267 5705 2638 20778 2507 447 5970 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=0 1 1 2 1 0 2 2 1 2 0 2 2 0 2 2 0 0 2 2 2 2 0 0 1 1 2 0 0 2 split_gain=68.9055 51.8931 47.3859 44.9753 33.1027 31.6746 129.342 114.454 43.7358 41.4914 86.756 74.4938 49.6951 47.9342 110.867 36.5097 157.584 54.2161 65.7115 94.3899 71.0405 41.2342 68.1158 71.6235 54.7627 54.2604 49.3582 58.6769 41.1954 79.4685 threshold=1.0000000180025095e-35 1.5000000000000002 -43.499999999999993 1682.390319824219 92.000000000000014 5.5000000000000009 39114.154296875007 13515.104003906252 1.0000000180025095e-35 45446.361328125007 4.5000000000000009 42314.533203125007 42314.533203125007 1.5000000000000002 99992.636718750015 99992.636718750015 55.500000000000007 17.500000000000004 13515.104003906252 3407.3515625000005 7128.9062500000009 15706.645507812502 38.500000000000007 90.500000000000014 -14.499999999999998 -9.4999999999999982 75237.886718750015 92.500000000000014 14.500000000000002 10537.723632812502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -3 -5 6 7 -4 -9 10 11 -8 -12 14 -11 17 -17 18 19 -7 -21 -19 25 24 -24 -23 -25 -28 -22 -30 right_child=1 3 5 4 -6 15 9 8 -10 13 12 -13 -14 -15 -16 16 -18 21 -20 20 28 22 23 26 -26 -27 27 -29 29 -31 leaf_value=0.030534793707720966 0.015871815571680485 -0.0019624378399837362 0.0011873986020005955 -0.00021465632237382365 -0.032956245380067778 0.0016958158513359566 0.012639960052917251 -0.0027417108349276171 -0.010740722907670889 -0.013570720002243212 0.0057511546617512689 -0.01285641575006328 0.021238076909419593 0.0021186389105791988 0.01930423204388898 -0.0038072303573906344 0.0060188031657890323 0.00010398835640523846 0.00269477518783352 -0.004661359611067074 -0.0022849547337989245 -0.011737978264943679 0.021627277327124599 -0.011747465437638435 0.00089304596582182039 -0.0022852185532917717 0.030565976147015297 -0.012615583128673643 -0.0029601619220237302 0.0061134398893145196 leaf_weight=66.523999001830816 173.1540280804038 19691.464150771499 3603.2326009497046 43651.25250647217 27.808813095092773 16760.147206269205 174.86021164432168 1109.6337938271463 1380.5954972431064 120.96845642104745 329.56415940821171 251.43418231233954 429.50190736353397 10976.770303726196 389.88847651146352 7161.9068963229656 1847.9315392151475 170386.035278216 15284.302468016744 4714.7382949441671 3333.6054537594318 571.74626688659191 115.91801033914089 634.2460825741291 10431.589094251394 12388.316079378128 58.720525622367859 54.706702992320061 1484.4316428750753 2094.3944342583418 leaf_count=3866 1722 89739 18436 179871 204 74213 896 6771 6791 1506 1509 1395 2044 51932 11403 28998 8010 709542 64715 20116 14193 2325 603 2633 42989 49721 247 235 6175 8713 internal_value=5.60351e-06 -5.57661e-07 0.000183075 -0.000772122 -0.000235502 0.000172866 0.00136111 -0.00223066 -0.0071764 0.00308811 0.00843191 -0.00239815 0.0145141 0.0025367 0.0115196 8.27039e-05 -0.0017919 0.000153576 0.00110885 0.000254962 -0.00182198 -6.0759e-05 -0.00121806 0.000484878 0.00112092 -0.00270224 -0.00848779 0.00973922 0.000114671 0.00234988 internal_weight=329699 329633 266262 63370.5 43679.1 266089 18766.4 6093.46 2490.23 12673 1185.36 426.294 759.066 11487.6 510.857 247323 9009.84 238313 43671.6 28387.3 11627.2 194641 24255.2 11295.2 10547.5 12960.1 747.673 113.427 6912.43 3578.83 internal_count=1411513 1407647 1137833 269814 180075 1136111 102683 31998 13562 70685 5844 2291 3553 64841 12909 1033428 37008 996420 188125 123410 49197 808295 98753 46707 43592 52046 3115 482 29081 14888 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 2 0 2 2 0 0 3 0 2 2 2 2 2 1 2 3 2 3 2 0 2 3 2 2 2 split_gain=65.8865 48.2479 80.041 36.1802 35.4991 35.0858 78.267 96.6734 42.2435 39.2596 36.3732 33.8836 58.5254 65.9492 118.1 122.69 85.9857 70.8191 54.6616 50.2248 62.9333 61.4314 52.1342 218.151 101.798 49.2322 45.1443 45.1981 43.8099 163.327 threshold=1.0000000180025095e-35 1.0000000180025095e-35 28.166500091552738 113.878231048584 98.500000000000014 68603.160156250015 1.5000000000000002 79002.019531250015 2021.488708496094 2.5000000000000004 2.5000000000000004 1.1510000228881838 50.500000000000007 246.96897125244143 1682.390319824219 2748.945678710938 174.66455078125003 6514.3598632812509 1.5000000000000002 216.75743103027347 3.2575000524520878 87.386707305908217 1.532000005245209 279.21791076660162 54.500000000000007 271.27960205078131 1.1980000138282778 207.88987731933597 3673.077514648438 8374.6435546875018 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -7 9 -4 -8 -9 12 13 16 -15 -16 -3 18 -17 20 21 -13 23 24 -21 -24 27 -23 -25 -30 right_child=1 4 5 -5 -6 6 7 10 -10 -11 -12 19 -14 14 15 17 -18 -19 -20 22 -22 26 25 28 -26 -27 -28 -29 29 -31 leaf_value=0.030518710388622802 0.0047337812005828692 -0.0024430025604229915 0.028787646738060769 0.00022942467273948897 -0.028449099631147098 0.020162798409713766 -0.022167659996589067 0.0051078900975526208 0.0005554290399474391 0.020144307767009324 -0.0043983337807398434 0.0060156483446329023 0.00026856874528464369 -0.011157779481587823 0.002604149204220882 -0.0047118607357673975 0.0090876475886818523 -0.00094678360068668483 -0.013929080316786219 0.0044721362609738222 -0.013607026819695289 0.00055155554798302789 -0.0038051434908324359 0.0016063505554811349 0.019489704474851873 -0.00019574166379806635 -0.0035964394600250236 0.018232573966629022 -0.0053712870121198891 0.0025055292003486216 leaf_weight=63.705926461145282 1621.9794189631939 1908.9917038530111 49.111722689121962 152424.21153772622 40.431339971721172 347.49036304466426 20.840159304440022 878.60844597220421 1658.6179100200534 372.54998429119587 616.38388655334711 816.01926067471504 9318.0114390850067 1772.7593801617622 2616.774161785841 1206.6970097273588 837.36270627379417 1610.6075908541679 1113.3098650276661 827.7541134506464 427.36132718622684 938.0185831040144 3504.978752180934 12813.258445858955 797.75933343172073 114777.04276908934 6487.0666447579861 151.07890982925892 4346.3555856347084 5208.087347984314 leaf_count=3813 6845 8546 329 645264 328 11848 141 6123 11931 2713 3321 3511 41383 8230 10519 5487 3542 6781 5541 3595 1892 4137 15308 52559 3361 474519 28633 637 19137 21147 internal_value=1.25482e-05 6.6503e-06 0.000384892 0.000276852 -0.000341754 0.00460518 0.00707819 0.00467043 0.00136734 0.0179028 0.00118848 -0.000335127 -0.00148324 -0.00295827 -0.00428882 -0.002429 0.00107269 -0.00577978 -0.00913496 -0.000180233 -0.00237707 -0.0018052 -4.40526e-05 0.00123101 0.0118424 -0.000302697 -0.00264757 0.00300426 0.000459863 -0.00107767 internal_weight=329573 329510 157990 154046 171520 3943.6 2235.87 1888.38 1707.73 393.39 1494.99 171479 20384.5 11066.5 8320.15 6547.39 2746.35 3930.61 2320.01 151095 8819.54 8392.18 142275 23993.2 1625.51 118282 7576.16 1089.1 22367.7 9554.44 internal_count=1411121 1407308 688515 652109 718793 36406 24146 12298 12260 2854 9444 718465 90029 48646 36558 28328 12088 17809 11028 628436 38810 36918 589626 99799 6956 489827 33407 4774 92843 40284 is_linear=0 shrinkage=0.03 Tree=126 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 2 0 2 2 0 0 3 0 2 2 2 2 2 1 2 3 2 3 2 0 2 3 0 2 0 split_gain=63.9073 45.4112 75.662 34.0811 34.0366 33.3907 75.9818 92.4583 40.5254 37.3435 34.2741 31.9189 55.1824 62.2134 111.799 115.704 80.7845 67.0819 52.0928 47.2985 59.5397 57.7814 49.0486 204.668 95.1333 46.3781 42.5148 43.4342 42.3529 41.7656 threshold=1.0000000180025095e-35 1.0000000180025095e-35 28.166500091552738 113.878231048584 98.500000000000014 68603.160156250015 1.5000000000000002 79002.019531250015 2021.488708496094 2.5000000000000004 2.5000000000000004 1.1510000228881838 50.500000000000007 246.96897125244143 1682.390319824219 2748.945678710938 174.66455078125003 6514.3598632812509 1.5000000000000002 216.75743103027347 3.2575000524520878 87.386707305908217 1.532000005245209 279.21791076660162 54.500000000000007 271.27960205078131 1.1980000138282778 38.500000000000007 207.88987731933597 30.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 11 8 -7 9 -4 -8 -9 12 13 16 -15 -16 -3 18 -17 20 21 -13 23 24 -21 -24 28 29 -23 -28 right_child=1 4 5 -5 -6 6 7 10 -10 -11 -12 19 -14 14 15 17 -18 -19 -20 22 -22 26 25 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030503115825675435 0.0045964661246570065 -0.002371458942132477 0.028429635599293537 0.00022255058897132404 -0.028100980000895118 0.019937523151067102 -0.021201444896797428 0.0049712679965187249 0.00053894294224197123 0.019809584426912503 -0.0042569600058435736 0.0058263582250273763 0.00026049574873066538 -0.010866490196197617 0.0025256606746523326 -0.0045778021245435358 0.0087995297956959106 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5541 3595 1892 4137 15308 92843 3361 474519 2271 23745 637 2617 internal_value=1.21715e-05 6.44706e-06 0.000373424 0.00026856 -0.000331589 0.00448421 0.00690703 0.00454638 0.00132763 0.01758 0.00115423 -0.000325156 -0.00143993 -0.00287377 -0.0041682 -0.0023594 0.00104039 -0.00561935 -0.00889418 -0.000174857 -0.00230756 -0.0017521 -4.27447e-05 0.00119399 0.011459 -0.000293632 -0.00257022 -0.00349215 0.00291226 0.00185429 internal_weight=329523 329461 157968 154039 171493 3929.44 2223.11 1882.13 1706.33 388.688 1493.44 171453 20369.7 11051.2 8304.74 6538.96 2746.42 3921.82 2311.5 151083 8813.07 8387.46 142270 23993.8 1629.42 118276 7570.22 6480.48 1089.75 1129.25 internal_count=1411121 1407308 688515 652109 718793 36406 24146 12298 12260 2854 9444 718465 90029 48646 36558 28328 12088 17809 11028 628436 38810 36918 589626 99799 6956 489827 33407 28633 4774 4888 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=0 1 3 0 2 2 0 2 2 0 0 0 3 0 2 2 2 2 2 1 2 3 2 3 2 0 2 2 2 2 split_gain=61.9885 42.7403 71.5157 32.6337 32.1031 31.77 73.7259 88.4111 38.8776 35.5318 32.2955 31.5327 30.0679 52.0288 58.6867 105.825 109.111 75.9041 63.535 49.6368 44.5446 56.3261 54.3507 46.1409 192.061 88.9561 43.6881 41.2204 153.837 145.009 threshold=1.0000000180025095e-35 1.0000000180025095e-35 28.166500091552738 98.500000000000014 113.878231048584 68603.160156250015 1.5000000000000002 79002.019531250015 2021.488708496094 2.5000000000000004 2.5000000000000004 46.500000000000007 1.1510000228881838 50.500000000000007 246.96897125244143 1682.390319824219 2748.945678710938 174.66455078125003 6514.3598632812509 1.5000000000000002 216.75743103027347 3.2575000524520878 87.386707305908217 1.532000005245209 279.21791076660162 54.500000000000007 271.27960205078131 3673.077514648438 8374.6435546875018 5446.7993164062509 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 11 8 -7 9 -4 -8 -9 -2 13 14 17 -16 -17 -3 19 -18 21 22 -14 24 25 -22 -25 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872.90523613989353 1657.5639982037246 362.67101156711578 619.02636729925871 863.60354062914848 818.40276029706001 9319.1003715544939 1758.9185491204262 2617.4970960021019 1202.9545918107033 840.19115403294563 1610.0324775874615 1100.1993546038866 829.5303193628788 423.88119299709797 7564.2554570585489 3497.8931216150522 12815.944827228785 803.53603401780128 114773.05603021383 2937.7527328133583 5208.9636119753122 1402.957053989172 leaf_count=3813 3239 8546 329 328 645264 11848 141 6123 11931 2713 3321 3606 3511 41383 8230 10519 5487 3542 6781 5541 3595 1892 33407 15308 52559 3361 474519 13181 21147 5956 internal_value=1.1807e-05 6.25092e-06 0.000362296 -0.000321714 0.000260517 0.00436608 0.00673924 0.00442535 0.00128905 0.017261 0.00112094 0.00446305 -0.000315471 -0.00139787 -0.00279163 -0.00405085 -0.00229174 0.00100909 -0.00546316 -0.00865924 -0.000169634 -0.00224013 -0.00170061 -4.14699e-05 0.0011579 0.0110899 -0.000284838 0.0004327 -0.0010593 -0.00523042 internal_weight=329477 329417 157947 171470 154031 3915.62 2210.66 1876.01 1704.97 384.082 1491.93 1618.75 171431 20355.2 11036.1 8289.6 6530.68 2746.45 3913.19 2303.15 151076 8806.54 8382.66 142270 23998.7 1633.07 118271 22365.6 9549.67 4340.71 internal_count=1411121 1407308 688515 718793 652109 36406 24146 12298 12260 2854 9444 6845 718465 90029 48646 36558 28328 12088 17809 11028 628436 38810 36918 589626 99799 6956 489827 92843 40284 19137 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 0 1 1 2 0 3 1 0 2 0 2 0 2 0 2 2 0 2 2 2 2 0 2 0 2 split_gain=60.1281 42.2521 35.7052 39.924 55.2791 31.6042 29.4029 30.1332 29.7244 67.739 28.8186 24.8067 24.7929 79.3155 219.088 464.35 205.295 156.652 129.178 119.939 112.375 182.355 177.921 109.93 106.319 95.5045 163.64 166.683 94.8115 73.0871 threshold=1.0000000180025095e-35 -17.499999999999996 4.5000000000000009 207.88987731933597 135.80005645751956 2.5000000000000004 92.000000000000014 32.500000000000007 45446.361328125007 87.500000000000014 2.5095000267028813 73.500000000000014 19.500000000000004 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 29513.294921875004 7.5000000000000009 45446.361328125007 71819.058593750015 3.5000000000000004 65050.789062500007 89063.015625000015 56232.490234375007 52483.353515625007 4.5000000000000009 39114.154296875007 3.5000000000000004 47442.083984375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 12 4 10 -2 7 -5 9 11 -4 -9 13 16 15 23 19 -18 20 -3 21 22 -19 -15 -21 26 27 -23 -22 -28 right_child=1 2 3 6 -6 -7 -8 8 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 24 28 25 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.030473348228943174 0.023376751958212826 -0.0039489727819874655 0.0060932423000470736 -0.0011659826868441077 -0.0084867271457537696 0.0036112666100403643 -0.032364129184140583 0.005174586497442628 0.020087931183957346 -0.031659041945585484 0.05472221188677346 -0.018918826725366017 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leaf_count=3813 1281 10246 907 73048 6577 10540 204 3811 389 211 63 163 922851 2062 50480 24427 240069 3515 18485 2030 3109 595 2383 3096 1338 4946 15970 4084 260 168 internal_value=1.14532e-05 6.06058e-06 -2.04421e-05 -0.00127585 -0.00616527 0.00436233 -0.000892979 -0.00084574 0.00391902 0.00244087 0.00920996 0.00418414 5.77451e-05 0.00048959 -0.0013912 0.00453137 0.000929952 0.00121122 0.00431884 -0.00847637 0.0067551 0.0056767 -0.00486566 -0.0119142 -0.0202354 0.0079464 0.0061102 -0.00457792 0.0193502 0.00909221 internal_weight=329430 329371 327380 19193.8 1393.87 1991.71 17800 17773.3 1119.33 1025.57 182.848 975.689 308186 86188.7 16351.5 4183.22 69837.2 67809.6 12012.7 2027.61 7446.14 6858.89 1215.07 1128.41 563.649 5643.81 4620.83 1007.99 587.258 3612.84 internal_count=1411121 1407308 1395487 85373 7547 11821 77826 77622 4574 4185 970 3974 1310114 387263 80065 29585 307198 293584 53515 13614 35030 31661 5898 5158 3368 25763 20817 4679 3369 16138 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 0 1 1 0 1 2 0 0 2 0 2 0 2 0 2 2 0 2 2 2 2 0 2 0 2 split_gain=58.3244 39.8561 33.6702 42.3187 50.2748 30.5327 28.5744 28.4931 27.1539 26.1163 28.0119 64.0288 25.7573 75.7461 206.072 438.006 195.118 144.372 126.457 112.985 111.113 174.479 167.042 103.325 100.281 90.3399 153.224 150.557 79.6452 60.519 threshold=1.0000000180025095e-35 -17.499999999999996 3.5000000000000004 216.75743103027347 135.80005645751956 2.5000000000000004 11.500000000000002 92.000000000000014 38.500000000000007 32.500000000000007 45446.361328125007 87.500000000000014 19.500000000000004 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 29513.294921875004 7.5000000000000009 45446.361328125007 71819.058593750015 3.5000000000000004 65050.789062500007 89063.015625000015 56232.490234375007 52483.353515625007 4.5000000000000009 39114.154296875007 3.5000000000000004 47442.083984375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 12 4 -4 -2 -6 9 -8 -5 11 -11 13 16 15 23 19 -18 20 -3 21 22 -19 -15 -21 26 27 -23 -22 -28 right_child=1 2 3 7 6 -7 8 -9 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 24 28 25 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.030459142560525412 0.023114821197680057 -0.0038303475310095311 0.0073124963164213274 -0.00089808941452445233 -0.0052181345087832665 0.0035091598384682254 0.038976556645310009 -0.031972854816607194 -0.016613110839410451 0.0040573533275156575 0.01950596292261304 -0.030883331141362585 -0.00010516233957469876 8.095132479026397e-05 -0.0033318652206519952 0.010328258494734852 0.00057702446767146697 -0.013583184092400469 0.00025559479576932369 -0.02876957613873482 0.022922335204459268 -0.033641252643560764 0.009224727238881486 -0.018633601901359806 -0.0020889719685645795 0.015924587842395352 0.0093659322433057406 0.00028500572987495893 -0.014595798098638934 -0.029839842984289499 leaf_weight=56.610919022932649 74.265686387196183 1464.021468449384 253.7666444927454 22009.318847626448 1493.9622258991003 1912.6796275153756 8.1183257400989515 26.201739370822906 305.76393081247807 975.09025765955448 93.658752627670765 49.60253980755806 217169.50672060251 427.14263971149921 12006.322632722557 3043.0734932236373 54939.66815982759 743.27151976525784 4470.5944532305002 370.56705075874925 522.72327629476786 136.1663910895586 472.8576031178236 701.69788378849626 192.72536463290453 1014.5301903486252 3488.3247496038675 869.27391678094864 56.420105189085007 35.798779040575027 leaf_count=3813 1281 10246 1294 95552 7602 10540 47 204 1801 3971 389 211 902158 2062 49819 24427 236468 3515 18101 2030 3109 583 2383 3096 1338 4935 15654 4084 249 159 internal_value=1.11353e-05 5.90137e-06 -1.98114e-05 -0.00107299 -0.00519171 0.00424196 -0.00694693 -0.000706266 -0.0151753 -0.000670843 0.0038014 0.00236597 6.80879e-05 0.000510964 -0.00133602 0.00440783 0.000945425 0.0012239 0.00423315 -0.00822338 0.00665597 0.00557557 -0.00471497 -0.0115522 -0.0196411 0.00783286 0.00602047 -0.00430961 0.0192673 0.00896767 internal_weight=329384 329327 327340 25215.5 2061.61 1986.95 1807.84 23153.9 313.882 23127.7 1118.35 1024.69 302125 84955.2 16178.2 4171.91 68776.9 66749.6 11810 2027.31 7339.37 6760.22 1216.13 1128.84 563.292 5544.09 4529.56 1005.44 579.143 3524.12 internal_count=1411121 1407308 1395487 111071 10744 11821 9450 100327 1848 100123 4571 4182 1284416 382258 79404 29585 302854 289240 52772 13614 34671 31313 5898 5158 3368 25415 20480 4667 3358 15813 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 2 3 0 3 2 2 2 2 2 1 2 3 0 2 2 1 2 2 0 2 1 0 2 0 split_gain=58.4067 43.91 48.9861 30.939 39.7879 35.724 35.6724 31.0511 74.8018 66.2558 55.9612 40.234 90.7643 51.7012 38.0134 33.6598 32.6641 125.507 91.5206 59.7238 50.745 30.6499 29.551 54.4939 65.1624 43.292 30.0012 29.2408 187.783 59.6542 threshold=1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 113.878231048584 51.500000000000007 65.776599884033217 170.13991546630862 1.0619999766349795 49.500000000000007 1.1054999828338625 271.27960205078131 6964.4814453125009 2799.732299804688 2533.3342285156255 17792.297851562504 1.0000000180025095e-35 225.45304870605472 1.247500002384186 37.500000000000007 200.29206085205081 203.28157806396487 1.5000000000000002 271.27960205078131 1148.0775146484377 51.500000000000007 182.51656341552737 4.5000000000000009 79.500000000000014 56232.490234375007 97.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 -3 -6 -5 8 10 11 -8 12 13 22 -10 -15 17 19 20 -11 -19 -20 25 24 -24 -9 -25 -18 -29 -30 right_child=1 3 -4 6 5 -7 7 9 14 16 -12 -13 -14 15 -16 -17 27 18 21 -21 -22 -23 23 26 -26 -27 -28 28 29 -31 leaf_value=0.030445367525301574 0.0060930199648917532 0.0053874065201747886 0.00056115604800207415 -0.0021591962336798848 0.0071619552862218 -0.0051954056931112222 0.0087358034443388924 -0.029591351781025965 0.0031937340131702931 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257.0581396818161 8846.6725183352828 2575.1309271156788 119.02518265321851 leaf_count=3922 12834 8259 243862 36082 1231 3312 1499 137 36611 4142 13132 4930 13895 502 1256 994 919148 2538 26171 4428 1916 8802 2911 5694 1202 2488 1049 36927 10729 646 internal_value=-4.50014e-05 -5.02366e-05 0.000703648 -0.000209445 0.00282225 -0.00183699 -0.000243231 -0.000180904 0.00131105 -0.000252841 -0.00244873 -0.00299138 -0.00392466 -0.000732379 0.00280603 0.00984481 -0.000165184 -0.00174007 -0.00322329 0.00500161 0.00515682 -0.00428482 -0.00195799 -0.00337797 -0.009252 0.00386475 -0.000149313 -8.76323e-05 -0.00155923 0.00537519 internal_weight=329314 329257 57409.8 271848 2996.16 1063.84 268852 260381 11977.2 248404 3407.52 7704.54 6499.94 3589.39 8569.7 372.725 240700 11296.4 9259.26 2037.1 1041.03 8218.22 3216.67 2586.02 917.242 630.648 1668.78 229403 11540.8 2694.16 internal_count=1411249 1407327 256696 1150631 12802 4543 1137829 1101747 52498 1049249 14631 33802 28872 14977 37867 1496 1015447 47997 39427 8570 4454 34973 13481 10856 4113 2625 6743 967450 48302 11375 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 3 1 2 0 2 2 3 0 3 2 2 2 2 2 1 2 3 0 2 2 0 1 0 0 1 split_gain=56.6501 41.3246 46.4891 37.6312 43.8307 34.0068 30.4902 29.1039 37.4147 33.6113 33.5768 29.2183 70.3868 62.4216 52.6369 37.9144 85.6714 48.6414 35.7652 31.6554 30.7527 118.107 86.1592 56.0835 47.6742 29.0772 29.0587 28.9488 37.833 27.9199 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 83842.167968750015 55.500000000000007 6.4175000190734872 -11.499999999999998 113.878231048584 51.500000000000007 65.776599884033217 170.13991546630862 1.0619999766349795 49.500000000000007 1.1054999828338625 271.27960205078131 6964.4814453125009 2799.732299804688 2533.3342285156255 17792.297851562504 1.0000000180025095e-35 225.45304870605472 1.247500002384186 37.500000000000007 200.29206085205081 203.28157806396487 22.500000000000004 1.5000000000000002 78.500000000000014 77.500000000000014 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 5 -5 -4 -2 8 -3 -10 -9 12 14 15 -12 16 17 -13 29 -19 21 23 24 -15 25 -23 -24 28 -11 -14 right_child=1 7 3 4 -6 -7 -8 10 9 27 11 13 18 20 -16 -17 -18 19 -20 -21 -22 22 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030432011844703576 0.013909321790690203 0.0052231769650233715 0.00043178938501662668 -0.0049598076202055988 0.0070242076243826361 0.0029999601887049751 0.0035977713953364784 -0.0020951049789193839 0.0069410927074712581 -0.0052018981471092275 0.0084655383914164582 -0.001900666971258231 0.0040280294863066684 -0.00032020740902200234 -0.0036584468670105858 0.0019829023196338289 -0.0076420848634406856 -0.0027803864818805157 -0.0072653002498357863 0.015745088372070004 -8.5004809188208235e-05 -0.012494679884944015 -0.0032022351960116157 0.0096391616474898363 -0.0024132832792579683 0.012463647205394567 -0.0074857926137154168 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0.00127182 -0.000245283 -0.00237581 -0.0029048 -0.00381187 -0.000710989 0.00272194 0.00954619 -0.000160238 -0.0016887 -0.00312881 0.00484826 0.00499934 0.0105566 -0.00415985 -0.00504254 -0.00417225 0.00309804 internal_weight=329279 329224 57396.5 55355 2265.36 53089.7 2041.52 271827 2996.9 1063.63 268830 260363 11976.2 248386 3406.79 7696.65 6491.87 3587.49 8569.44 372.85 240690 11291.4 9252.93 2038.44 1041.59 595.295 8211.34 774.263 757.219 8258.44 internal_count=1411249 1407327 256696 240848 9534 231314 15848 1150631 12802 4543 1137829 1101747 52498 1049249 14631 33802 28872 14977 37867 1496 1015447 47997 39427 8570 4454 2538 34973 3312 3237 36611 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 2 0 0 3 0 3 2 2 2 2 2 1 2 3 0 2 2 2 2 0 2 1 2 1 split_gain=54.9472 38.8943 44.1613 27.3798 35.1838 31.6316 31.6042 27.6771 35.7317 27.4972 66.2446 58.7932 49.5117 35.7182 80.8826 45.7602 33.6549 29.776 28.9534 111.145 81.112 52.6718 44.7984 27.8264 51.5121 61.7244 40.8396 28.2087 28.2 38.6023 threshold=1.0000000180025095e-35 -1.4999999999999998 4.5000000000000009 113.878231048584 51.500000000000007 65.776599884033217 170.13991546630862 78.500000000000014 77.500000000000014 1.0619999766349795 49.500000000000007 1.1054999828338625 271.27960205078131 6964.4814453125009 2799.732299804688 2533.3342285156255 17792.297851562504 1.0000000180025095e-35 225.45304870605472 1.247500002384186 37.500000000000007 200.29206085205081 203.28157806396487 271.27960205078131 1148.0775146484377 51.500000000000007 182.51656341552737 4.5000000000000009 503.44865417480474 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 -2 4 -3 -6 -5 8 -7 10 12 13 -8 14 15 23 -12 -17 19 21 22 -13 -21 26 25 -25 -11 -26 29 -27 right_child=1 3 -4 6 5 7 9 -9 -10 11 16 18 -14 -15 -16 17 -18 -19 -20 20 -22 -23 -24 24 27 28 -28 -29 -30 -31 leaf_value=0.030419062907042115 0.0057991163510379487 0.0050640903807597452 0.00052760491633684948 -0.0020328995726165929 0.0067273633624091852 -0.0050489338649967637 0.0082041590785490778 -0.042949841397859179 0.038488665146847005 -0.028752634169740141 0.0030059300865757114 -0.00031061441365312647 -0.003549939770473182 0.0019231528911538333 -0.0074285113845658198 -0.0026964186633002649 -0.0070465271504033455 0.015268709104111763 -8.2454788047554668e-05 0.010229413727773752 -0.0040384540383335901 0.0093383253467455452 -0.0023416472129612525 -0.014198522060628493 -0.0017529459090614139 0.022177845687932983 0.0055943653764894434 0.0090482780652190696 -0.0061626912241317909 -0.015023278613693973 leaf_weight=53.286562409251928 1467.8043440505862 1934.163336917758 55910.612650357187 8464.8778903186321 289.60384887456894 739.3313697129488 360.73707863688469 16.827383607625961 17.363978207111359 32.869028806686401 8256.1953662931919 980.54214522242546 3045.3218749016523 1204.9363647997379 2898.3379786908627 124.78642418980598 311.03365956246853 248.15327931940556 229398.23019877449 595.88929596543312 8204.5872505158186 1059.1611568778753 446.14835055172443 628.86133179068565 1411.585890173912 98.997833237051964 597.94682891666889 257.27129779756069 152.7838666588068 33.632656246423721 leaf_count=3922 12834 8259 243862 36082 1231 3164 1499 75 73 137 36611 4142 13132 4930 13895 502 1256 994 967450 2538 34973 4428 1916 2911 5694 405 2488 1049 641 156 internal_value=-4.23553e-05 -4.72862e-05 0.000662456 -0.000197111 0.00265433 -0.00172979 -0.000228905 -0.00489611 -0.00404987 -0.00017025 0.00123397 -0.000237943 -0.00230506 -0.00282013 -0.00370142 -0.000689785 0.00264098 0.00925754 -0.000155439 -0.00163886 -0.00303711 0.00469981 0.00484711 -0.00184405 -0.00322351 -0.00894716 0.00380469 -8.78274e-05 0.0026233 0.0127443 internal_weight=329242 329189 57378.4 271810 2997.29 1063.13 268813 773.523 756.695 260348 11973.3 248375 3406.06 7690.16 6485.23 3586.89 8567.23 372.94 240685 11286.3 9246.62 2039.7 1042.04 3213.95 2583.13 914.276 630.816 1668.86 285.414 132.63 internal_count=1411249 1407327 256696 1150631 12802 4543 1137829 3312 3237 1101747 52498 1049249 14631 33802 28872 14977 37867 1496 1015447 47997 39427 8570 4454 13481 10856 4113 2625 6743 1202 561 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 3 1 1 1 1 0 2 1 0 2 2 2 2 0 2 0 1 2 2 0 1 1 0 1 2 split_gain=53.2963 36.6036 41.8714 35.4204 41.2826 32.057 29.2738 25.9249 27.6695 52.3452 113.646 70.6122 31.0697 49.015 42.7372 26.5223 35.9974 29.2029 27.2597 24.6897 36.9039 39.2188 37.393 63.768 78.366 47.2847 45.4603 36.739 36.3009 36.4466 threshold=1.0000000180025095e-35 -1.4999999999999998 5.5000000000000009 83842.167968750015 55.500000000000007 6.4175000190734872 -11.499999999999998 90.500000000000014 32.500000000000007 10.500000000000002 23.500000000000004 4814.8464355468759 21.500000000000004 35.500000000000007 3673.2597656250005 71819.058593750015 32666.960937500004 12925.947753906252 13.500000000000002 12667.155273437502 56.500000000000007 -26.499999999999996 855.65197753906261 3673.077514648438 38.500000000000007 -2.4999999999999996 -7.4999999999999991 49.500000000000007 -28.499999999999996 1748.5217285156252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 5 -5 19 -2 8 9 -3 11 -11 -12 14 -14 16 17 18 -13 20 22 -22 -4 26 25 -25 28 -26 -24 -30 right_child=1 7 3 4 -6 -7 -8 -9 -10 10 12 15 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 27 -27 -28 -29 29 -31 leaf_value=0.030406506889284892 0.013542727769860855 -0.00014613395799851906 -0.00014312278159200198 -0.0048267162060526385 0.0068195088299082768 0.0028981019008162121 0.0033772599487401091 -0.028491723808684997 0.0045097051256405415 -0.0090691351742616892 -0.0061504030972295079 -0.024470007733857622 -0.0079769385721424543 -0.0049536701095607158 0.012825259898939144 -0.0035591281037905698 0.025759341605960374 -0.0052829583774882151 0.016680983464975888 -0.0012054264261777449 -0.037028445026015426 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-4.5877e-05 0.000642732 0.000487525 -0.00318698 0.000644302 0.00487519 -0.000191217 -0.000188183 -0.000207688 -0.00303559 0.00747293 -0.00472375 -0.000778062 0.00723057 0.0122871 0.014724 0.00924409 0.0142981 0.000403099 0.000691249 -0.00151712 0.00106116 0.00186361 0.000469813 0.00220085 0.00383385 -0.00285891 0.00874573 0.00986434 internal_weight=329213 329161 57365.9 55336.6 2264.4 53072.2 2029.24 271795 271766 270643 5765.54 798.019 4967.52 1319.15 452.079 618.129 535.738 357.974 265.578 47941.5 40658.1 5833.3 34824.8 20899.1 12240.1 8052.57 8658.96 4187.58 1418.09 1345.04 internal_count=1411249 1407327 256696 240848 9534 231314 15848 1150631 1150412 1145797 26023 3333 22690 5729 1887 2478 2146 1434 1064 206785 176289 24618 151671 92529 53799 35848 38730 17951 7178 6762 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=0 1 1 0 2 0 0 2 2 0 2 2 0 0 3 0 3 2 2 2 2 2 1 2 3 0 2 0 2 1 split_gain=51.6958 35.2708 31.9823 34.6001 27.5847 34.8379 29.5147 31.1945 25.7565 33.0814 29.7652 29.6943 26.4825 33.7632 25.9311 62.316 55.2952 46.5792 33.6531 76.3425 43.0572 31.6685 28.0307 27.1765 104.599 76.3167 49.4827 43.0856 31.223 27.4689 threshold=1.0000000180025095e-35 -51.499999999999993 -1.4999999999999998 4.5000000000000009 83842.167968750015 55.500000000000007 17.500000000000004 468.30728149414068 113.878231048584 51.500000000000007 65.776599884033217 170.13991546630862 78.500000000000014 77.500000000000014 1.0619999766349795 49.500000000000007 1.1054999828338625 271.27960205078131 6964.4814453125009 2799.732299804688 2533.3342285156255 17792.297851562504 1.0000000180025095e-35 225.45304870605472 1.247500002384186 37.500000000000007 200.29206085205081 22.500000000000004 211.06961059570315 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 -3 6 -6 7 -5 9 -4 -11 -10 13 -12 15 17 18 -13 19 20 -16 -17 -22 24 26 27 -18 -26 -29 -27 right_child=1 2 8 4 5 -7 -8 -9 11 10 12 14 -14 -15 16 21 23 -19 -20 -21 22 -23 -24 -25 25 29 -28 28 -30 -31 leaf_value=0.030394333174714239 0.018329073664171216 0.0052044982788949819 0.0049154885076084925 0.013419478175105456 -0.0040096214718192942 0.0066342389486424708 0.00030818252207564666 0.0019295569611745419 -0.0019653134696350888 0.0065259411366829917 -0.0048944197081441333 0.0079599634365213768 -0.042227597312825368 0.037531338480787574 -0.0017822069085000798 0.0029229110204906207 -0.00029369831836670735 -0.0034371419136786812 0.0018725355859681746 -0.0072134104716089133 -0.0026106004033880593 -0.0068280027207783273 0.014818603581379495 -7.4548927762307482e-05 -0.0040842806046408643 -0.0029823863068850309 0.009056470854858098 0.011614388760503757 -0.0059804773332146309 -0.0071550438437040821 leaf_weight=50.223609583452344 94.004106599837542 1428.8340117614716 1934.951169192791 218.12324820458889 2138.1318076401949 317.903947904706 44651.997751966119 8491.5113347247243 8461.6057095527649 289.81457141041756 738.8513935059309 361.00873826444149 16.60266324877739 17.276900976896286 3211.4215698987246 8255.5425045490265 980.42276392877102 3044.0818772315979 1205.0487073808908 2892.1353830397129 124.81189762055874 311.05821515619755 248.17645765841007 229391.45525560528 338.7880694270134 6372.0307690948248 1060.2926613539457 596.6098979562521 107.05900652706623 1827.0232417285442 leaf_count=3922 1083 12252 8259 1095 8863 1553 191872 39978 36082 1231 3164 1499 75 73 13481 36611 4142 13132 4930 13895 502 1256 994 967450 1474 26171 4428 2526 454 8802 internal_value=-3.98538e-05 -4.4498e-05 -4.97473e-05 0.000594713 0.000476711 -0.0026319 0.000619788 0.00221731 -0.00018549 0.00258003 -0.00167296 -0.000216331 -0.00474798 -0.00392503 -0.000159483 0.00120426 -0.00022522 -0.00222882 -0.00273085 -0.00358737 -0.00066165 0.00256885 0.00898632 -0.000145248 -0.00158271 -0.0029401 0.00456436 0.00470551 0.00893744 -0.00391219 internal_weight=329177 329127 329033 57246.5 55817.7 2456.04 53361.6 8709.63 271786 2997.5 1062.55 268789 772.731 756.128 260327 11971.7 248355 3405.09 7681.59 6476.55 3584.41 8566.6 372.988 240674 11282.2 9241.51 2040.72 1042.46 703.669 8199.05 internal_count=1411249 1407327 1406244 255613 243361 10416 232945 41073 1150631 12802 4543 1137829 3312 3237 1101747 52498 1049249 14631 33802 28872 14977 37867 1496 1015447 47997 39427 8570 4454 2980 34973 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 0 0 3 2 0 2 1 0 0 3 2 0 0 0 2 2 2 2 1 0 2 1 1 3 2 split_gain=50.1354 33.8388 32.9982 29.4673 54.4288 140.214 80.9753 74.9336 42.2041 40.1574 38.6973 36.7206 42.1579 36.1752 32.8946 32.268 46.4897 32.0326 42.6712 40.3409 35.8187 30.965 30.599 27.8004 27.5773 29.1108 26.98 26.2442 29.9784 81.6501 threshold=1.0000000180025095e-35 -52.499999999999993 2.5000000000000004 2134.5515136718755 3618.2971191406255 14.500000000000002 54.500000000000007 1.247500002384186 9801.5458984375018 36.500000000000007 2362.8337402343755 10.500000000000002 59.500000000000007 47.500000000000007 1.1054999828338625 3290.9838867187505 59.500000000000007 66.500000000000014 49.500000000000007 207.88987731933597 113.878231048584 305.33541870117193 145.45140075683597 92.000000000000014 95.500000000000014 3673.077514648438 44.500000000000007 24.500000000000004 2.7749999761581425 45446.361328125007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 24 11 5 -5 9 8 26 -7 14 17 -13 -10 -11 -8 -17 18 22 -20 -19 -22 -4 27 -3 -26 -6 -9 -29 -30 right_child=1 2 3 4 7 6 15 23 13 10 -12 12 -14 -15 -16 16 -18 20 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31 leaf_value=0.030382528398364601 0.018648952378983365 8.773226462469956e-05 0.0079718308068790766 -0.022176373468395204 -0.0080409574058941252 -0.0010462130709975961 -0.0041754150452639437 -0.00051668670627215364 -0.0082186539335228227 0.0083371614328470994 0.01004095013796686 -0.0084048047981399015 0.0047454847006621744 0.0047875898140369985 -0.0050727945522900334 0.029396951475564512 0.00035030304946238059 0.041982796113314534 -0.0025466425716969819 0.0051992227005289307 -0.022802339369541014 -0.0055447988440929441 -0.0025599739014203022 -0.030815661566505479 0.01532521057180449 -0.0084365950423674618 -0.04343968241984944 0.0082781153352851685 -0.013216431817106668 0.017292069627892558 leaf_weight=48.80765774846077 87.310785416513681 292752.44118940085 257.87398877739906 197.87911646068096 1712.379755884409 545.69063512980938 1233.9584929049015 15126.074735037982 310.8898274153471 328.83163666725159 1938.3133089244366 1365.3985658586025 261.41405899822712 505.25440426170826 329.69446563720703 64.813833206892014 211.15172177553177 13.277250736951826 959.28346407413483 1639.0855522155762 106.69729582965374 760.80945144593716 6674.488304451108 26.746734626591206 50.758806347846985 540.62760046869516 19.59981769323349 654.57544422149658 227.24078525602818 120.98535489290953 leaf_count=3926 1039 1248214 1234 868 8623 2258 5039 61917 1326 1327 7825 7233 1356 2054 1330 261 863 62 4599 7279 507 3518 31140 212 222 2418 81 2642 928 502 internal_value=-2.05394e-05 -2.50494e-05 -3.00061e-05 -0.000892627 -0.000275517 0.0025564 0.00360834 -0.0010099 -0.00579121 0.00635178 0.00790636 -0.00210006 -0.00629167 -0.000166815 0.0016234 -0.00210143 0.00717226 -0.00144511 -0.000939253 0.00233955 -0.00691891 -0.00766736 -0.00216821 -0.000255777 7.46587e-05 -0.00639711 -0.00844154 -0.000205099 0.00449483 -0.00261676 internal_weight=329072 329024 328936 35592.4 23554.1 4850.33 4652.45 18703.7 2548.12 3142.53 2596.84 12038.3 1626.81 816.144 658.526 1509.92 275.966 10411.5 9530.73 2598.37 880.784 867.507 6932.36 16155.6 293344 591.386 1731.98 16128.9 1002.8 348.226 internal_count=1410803 1406877 1405838 154984 98056 19771 18903 78285 12084 12740 10482 56928 8589 3380 2657 6163 1124 48339 44252 11878 4087 4025 32374 66201 1250854 2640 8704 65989 4072 1430 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 2 0 2 0 2 1 2 0 2 2 2 0 2 0 2 0 2 2 2 1 1 2 0 0 split_gain=48.633 33.4756 116.858 134.841 50.9147 377.897 206.276 327.957 102.358 166.363 149.32 88.4814 81.8865 127.35 128.839 74.608 66.5646 64.6171 60.8667 57.9502 54.6295 83.7754 53.0347 51.9135 66.055 50.9469 46.2142 45.317 261.45 78.0341 threshold=1.0000000180025095e-35 6.5000000000000009 31594.402343750004 13515.104003906252 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 1.0000000180025095e-35 52483.353515625007 4.5000000000000009 39114.154296875007 89063.015625000015 58311.849609375007 2.5000000000000004 50102.638671875007 3.5000000000000004 42314.533203125007 5.5000000000000009 58311.849609375007 47442.083984375007 42314.533203125007 1.0000000180025095e-35 2.5000000000000004 99992.636718750015 58.500000000000007 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 2 3 -2 5 11 15 -8 9 10 25 -4 13 14 -11 -6 18 -17 -13 -10 21 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5142.0098151564598 521.48878613859415 124.14563988894224 477.73628883808851 130.86347319930792 786.61836911737919 988.06395656615496 184.954854182899 710.70191518217325 84.040475115180016 101.8480759114027 281.53359033167362 41.915204703807831 695.98666099458933 1013.9043512940407 191.31632167845964 404.36238157749176 294.44374918937683 437.70939540863037 104.12047263979912 7567.9450744241476 2443.2244774252176 9868.4941602051258 leaf_count=3926 27372 1193531 2268 13489 2625 1693 25129 22197 3180 535 2438 747 3939 4405 886 3158 449 466 1206 190 3303 4696 927 1940 1370 1760 425 30609 10565 41379 internal_value=-1.99326e-05 -2.43095e-05 0.00103332 -0.00194094 0.00245365 0.00433804 0.00101047 0.00280533 0.00665002 0.00550044 -0.00446985 -0.0157921 0.00800685 0.00601917 -0.00312595 -0.00982938 -0.0231835 -0.0155827 -0.0281425 0.0188752 0.00930867 0.00690066 0.0157508 0.000894122 -0.00578364 -0.0130421 0.0125255 -0.000110894 -0.0020958 -4.33265e-05 internal_weight=329049 329001 24896.2 8046.46 16849.7 7307.79 9541.96 8186.44 6554.94 5991.54 1203.62 752.848 4787.92 3809.98 1007.91 1355.51 496.438 812.55 412.397 563.404 2802.08 2106.09 977.935 883.761 479.399 725.887 1118.02 304105 10011.2 294094 internal_count=1410803 1406877 130793 40861 89932 36357 53575 47326 31687 28317 5891 4670 22426 17560 4731 6249 2402 3624 1953 3370 12829 9526 4866 4196 2256 3453 5121 1276084 41174 1234910 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 0 0 3 2 0 2 1 0 0 1 2 0 0 0 2 2 3 2 2 1 0 2 2 1 split_gain=47.176 32.6114 30.7494 29.7286 27.7303 51.2156 132.658 76.1142 70.7299 39.955 37.951 37.3946 34.7044 40.0562 34.0774 31.4546 30.3667 43.6699 30.0595 40.1629 37.905 33.3363 29.9227 29.6957 28.7511 26.8528 26.1275 27.7216 25.848 25.6068 threshold=1.0000000180025095e-35 -16.499999999999996 2.5000000000000004 2.5000000000000004 2134.5515136718755 3618.2971191406255 14.500000000000002 54.500000000000007 1.247500002384186 9801.5458984375018 37.500000000000007 2362.8337402343755 10.500000000000002 70.500000000000014 47.500000000000007 43.500000000000007 3290.9838867187505 59.500000000000007 66.500000000000014 49.500000000000007 207.88987731933597 113.878231048584 1.1054999828338625 540.01754760742199 145.45140075683597 92.000000000000014 95.500000000000014 3673.077514648438 555.07958984375011 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 26 12 6 -6 10 9 29 -8 22 18 15 -11 -14 -9 -18 19 24 -21 -20 -12 -23 -5 -10 -3 -28 -22 -7 right_child=1 3 -4 4 5 8 7 16 25 14 11 -13 13 -15 -16 -17 17 -19 21 20 28 23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.03035998132345602 0.022750268835409693 6.467066029266713e-05 0.002951061337022443 0.0077068797128853435 -0.021661415865834067 -0.0078281683834206355 -0.00033824426090019947 -0.0040516275918740302 -0.00019939323911290379 -0.0079862605223674412 0.0080810356478574711 0.010021543615967875 -0.0081503784327833593 0.011067675181458615 0.0046435497887246102 0.018043893263627288 0.028481215800751247 0.00034134479635423688 0.040100929678022409 -0.0024741064862230659 0.0089006930611446999 -0.012627369935457815 -0.0047203175399844685 -0.0014822589262807127 -0.0024868714604402071 -0.030499228492567924 0.014950356356948134 -0.0082418968939763949 0.0013686744974984279 -0.042431926398490624 leaf_weight=45.998942140489817 73.001032043248415 290585.12419579551 2143.3480608165264 258.67668211460114 196.56996144354343 1706.5609550625086 643.73792460560799 1233.3668926358223 16126.466823257506 310.3366661220789 329.01508304476738 1842.6181918531656 1466.1724043786526 113.49208225309849 505.39131528139114 42.453227609395981 64.886358648538589 211.15471164882183 13.48005300760269 958.35492829978466 798.88904373347759 462.52035965025425 328.32683899998665 402.32091791927814 6668.5609962642193 26.366988584399223 50.742290064692497 540.12771898508072 842.50610041618347 19.46602426469326 leaf_count=3926 1325 1236187 11741 1234 868 8623 2653 5039 65989 1326 1327 7435 7833 567 2054 189 261 863 62 4599 3691 2170 1325 1855 31140 212 222 2418 3588 81 internal_value=-1.9313e-05 -2.35609e-05 0.0036032 -4.81615e-05 -0.000866867 -0.000268194 0.00247895 0.00349876 -0.000980847 -0.00563266 0.00615743 0.00783007 -0.0020388 -0.00612024 -0.000161352 -0.00741326 -0.00203856 0.00695592 -0.00140253 -0.000912938 0.00226665 -0.00671303 0.00168706 -0.00744271 -0.00210622 -0.000248853 5.18562e-05 -0.00625021 0.00503461 -0.00821843 internal_weight=329010 328964 2216.35 326748 35571.7 23544.3 4849.68 4653.11 18694.6 2541.75 3143.7 2499.96 12027.4 1622.12 815.728 1508.63 1509.41 276.041 10405.3 9526.99 2599.75 878.321 657.342 864.841 6927.24 16152.8 291176 590.87 1641.4 1726.03 internal_count=1410803 1406877 13066 1393811 154984 98056 19771 18903 78285 12084 12740 10087 56928 8589 3380 8022 6163 1124 48339 44252 11878 4087 2652 4025 32374 66201 1238827 2640 7279 8704 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 0 2 0 2 0 2 1 2 0 2 2 2 2 0 0 2 0 2 2 2 1 1 1 2 split_gain=45.7634 31.5551 29.7508 106.938 127.52 50.4103 356.156 192.17 305.825 96.5753 156.839 141.892 84.3269 79.5894 120.484 120.949 70.4273 63.9092 66.7978 60.7295 55.018 51.8531 79.7593 51.3822 48.6618 61.8333 47.3826 44.7682 43.7351 43.1897 threshold=1.0000000180025095e-35 -49.499999999999993 6.5000000000000009 31594.402343750004 10057.160644531252 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 1.0000000180025095e-35 52483.353515625007 4.5000000000000009 39114.154296875007 89063.015625000015 56232.490234375007 50102.638671875007 2.5000000000000004 3.5000000000000004 42314.533203125007 5.5000000000000009 58311.849609375007 47442.083984375007 42314.533203125007 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 47442.083984375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 16 -9 10 11 26 -5 14 15 -12 -7 18 -14 -18 -11 22 -16 -15 25 -17 -8 -13 -24 -23 right_child=1 2 -4 5 -6 7 9 8 -10 20 13 27 17 23 21 24 19 -19 -20 -21 -22 29 28 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030349215610784033 0.016636359860798616 0.001079020148294516 -0.0001095828610043363 -0.0013965922629808536 -0.006707389919677482 -0.00120214773734225 -0.0032285774609109386 0.010218129894236365 -0.0018183651379756474 0.021125108898637005 -0.030757971391260804 0.0053004575810945472 -0.010946769341551784 0.018877439444789795 0.0004883913994555019 0.0080246062006374026 -0.018262754226774119 -0.0024803671889392295 -0.037378244782380568 0.0065386118645426629 -0.014550583722989844 0.017552795428255524 0.010297654430136294 0.0015185775348838608 0.0085319255068573279 -0.014112842310080731 -0.018894121003808606 0.035716450589705753 0.030763206817604145 -0.024510955116195679 leaf_weight=44.655064392834902 102.29820547811687 4991.270387833938 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3.0835000276565556 52.500000000000007 1.247500002384186 9801.5458984375018 10.500000000000002 59.500000000000007 47.500000000000007 66.500000000000014 49.500000000000007 207.88987731933597 113.878231048584 305.33541870117193 145.45140075683597 2362.8337402343755 47.500000000000007 92.000000000000014 18.500000000000004 3673.2597656250005 28.500000000000004 4911.6706542968759 50102.638671875007 87.500000000000014 29.500000000000004 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -3 10 6 7 19 9 -7 13 -12 -11 14 18 -16 -15 -18 -5 20 -6 22 -10 -24 -25 -26 27 28 -27 -28 right_child=1 3 -4 4 5 8 -8 -9 21 12 11 -13 -14 16 15 -17 17 -19 -20 -21 -22 -23 23 24 25 26 29 -29 -30 -31 leaf_value=0.030338777519690219 0.022415613332229897 5.1163120000955432e-05 0.0028457658178466061 0.0074568249916929083 -0.0052604472022086306 -0.0079965941257548658 -0.013571397855080098 -0.0010426406516440983 -0.00059638907216133009 -0.0077574236618883508 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403.01984235644341 50.998951569199562 leaf_count=3926 1325 1238827 11741 1234 1183 8704 1769 7130 59123 1326 7233 1356 2054 62 4599 7279 507 3518 31140 8362 1327 212 559 1086 1043 1455 558 326 1624 215 internal_value=-1.8159e-05 -2.21601e-05 0.00347628 -4.58296e-05 -0.000840132 -0.000260019 0.00240788 0.00386976 -0.000952294 -0.00547446 -0.00197634 -0.00595203 -0.000153397 -0.00135809 -0.000882709 0.00220038 -0.00652579 -0.00723714 -0.00204142 0.00707138 0.00168548 -0.000242415 -0.000194422 0.00327267 0.0045344 0.00226708 -0.000803998 -0.00420899 -0.0012291 0.0143196 internal_weight=328951 328908 2210.35 326698 35552 23535.5 4848.85 4442.43 18686.6 2535.38 12016.5 1617.17 815.301 10399.3 9523.28 2601.42 876.058 862.391 6921.86 2689.54 620.754 16151.2 16125.3 1675.3 1549.71 1279.07 1020.55 833.005 754.885 187.546 internal_count=1410803 1406877 13066 1393811 154984 98056 19771 18002 78285 12084 56928 8589 3380 48339 44252 11878 4087 4025 32374 10872 2510 66201 65989 6866 6307 5221 4178 3405 3079 773 is_linear=0 shrinkage=0.03 Tree=140 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 0 2 2 0 2 2 2 2 2 2 0 1 split_gain=42.8619 40.6311 34.8259 25.7262 102.12 65.4262 57.9946 66.4798 43.9253 174.638 78.2925 62.0438 83.5491 46.492 56.5984 45.3564 45.0043 38.7537 39.349 38.6969 36.2756 46.708 93.5837 107.253 47.1049 45.1356 36.7094 36.4044 32.7998 64.0129 threshold=1.0000000180025095e-35 -1.4999999999999998 1.5000000000000002 1.1980000138282778 49.500000000000007 45446.361328125007 10798.300781250002 16437.536132812504 271.27960205078131 1148.0775146484377 182.51656341552737 3826.821655273438 6514.3598632812509 855.65197753906261 284.12406921386724 145.45140075683597 997.99557495117199 2321.0456542968755 47.500000000000007 1420.9512329101565 149.77716064453128 51.500000000000007 3618.2971191406255 3673.2597656250005 2580.519653320313 2078.127319335938 3673.2597656250005 4814.8464355468759 53.500000000000007 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 -2 4 8 6 20 -8 10 13 15 17 -13 14 -10 -3 -15 19 -19 -11 -6 26 24 28 25 -23 -22 -25 -24 -30 right_child=1 3 -4 -5 5 -7 7 -9 9 11 -12 12 -14 16 -16 -17 -18 18 -20 -21 21 22 23 27 -26 -27 -28 -29 29 -31 leaf_value=0.030328654084019697 0.018516605190581917 0.0028922992305196269 0.00069104161853027375 -3.5887576661705207e-05 -0.0034806558955329334 -0.021016967788354012 0.01110087850827686 -0.00085136630217213572 -0.02542602483665312 0.0094727861635044656 0.006459517389441915 -0.010932046618263266 -0.0015826246852582303 -0.020742647918084164 -0.0049804953521254153 -0.0047315533663392128 -0.0088064813937174299 0.0050448935886332454 -0.00088393526061022239 -0.0041018232782904594 0.0031776317907776254 0.0021783798595496509 -0.0088996831737312224 0.011380223799357842 0.0080696160436531193 -0.0041073616521146291 -0.0027015697894344588 -1.8923500254379101e-05 0.016171358137462639 -0.0076806136035784192 leaf_weight=41.93257275223732 98.811509389430285 1006.3555644154549 57244.592961721122 231766.19837861508 2201.6951566636562 126.74552829563618 965.40639437735081 739.75649926066399 134.33442540466785 206.66279964148998 1218.280309766531 1300.8760661035776 2539.5740560591221 589.26950497925282 1311.9075261801481 2324.6273031681776 549.30764220654964 1873.7847060114145 2179.1584915071726 2211.5441370457411 6748.5793205797672 4034.6172100901604 2391.0902225971222 327.23944339156151 877.45423164963722 1379.7209527641535 1113.5520002692938 1098.790894061327 147.12409025430679 324.88071890175343 leaf_count=3912 3484 4292 253375 977844 9392 515 3909 2992 619 882 5051 6060 10640 2649 5877 9995 2446 7741 9422 8966 30294 16874 12335 1388 3541 5548 4744 4537 598 1743 internal_value=-2.43924e-08 -3.88955e-06 0.000721758 -0.000157047 -0.000860428 0.000476314 0.000598201 0.0059156 -0.00258266 -0.00347673 -4.81207e-05 -0.00172886 -0.00474956 -0.0104495 -0.00687958 -0.00242824 -0.014984 6.38401e-05 0.00185712 -0.00294172 0.000159008 0.000593504 -0.000707891 -0.00412503 0.00162158 0.000576602 0.00234493 0.0025969 -0.00747304 -0.000245944 internal_weight=329074 329032 57343.4 271689 39922.3 22476.7 22349.9 1705.16 17445.7 12896.4 4549.26 10311.6 3840.45 2584.82 1446.24 3330.98 1138.58 6471.15 4052.94 2418.21 20644.7 18443 10580.9 4289.13 6291.79 5414.34 7862.13 1426.03 2863.1 472.005 internal_count=1411665 1407753 256859 1150894 173050 98410 97895 6901 74640 55302 19338 43711 16700 11591 6496 14287 5095 27011 17163 9848 90994 81602 46564 20601 25963 22422 35038 5925 14676 2341 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=0 1 0 3 2 2 2 2 0 1 3 1 0 1 2 0 1 2 2 3 3 0 3 1 1 2 2 0 3 0 split_gain=41.5813 38.2388 33.4057 25.4435 40.3818 30.4126 39.3197 51.2734 84.7041 66.7466 55.8925 47.4467 83.4864 50.1053 47.3502 84.3391 43.3247 34.1883 31.1609 29.8944 29.8436 29.2643 28.2253 27.4961 26.4731 34.1318 24.8409 24.2303 24.491 96.1606 threshold=1.0000000180025095e-35 -1.4999999999999998 1.5000000000000002 5.0659999847412118 468.30728149414068 11031.315917968752 1806.0396118164065 3673.077514648438 34.500000000000007 -3.4999999999999996 1.9854999780654909 -7.4999999999999991 49.500000000000007 -32.499999999999993 6964.4814453125009 26.500000000000004 -4.4999999999999991 2362.8337402343755 3673.2597656250005 2.9229999780654912 1.469500005245209 76.500000000000014 1.3535000085830691 -31.499999999999996 -10.499999999999998 239.406120300293 225.45304870605472 98.500000000000014 1.1980000138282778 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 -5 6 19 10 9 14 11 12 -8 -14 -9 -16 -10 -13 20 24 -18 23 -20 -7 25 -4 -21 28 29 -3 right_child=1 27 3 4 -6 21 7 8 16 -11 -12 17 13 -15 15 -17 18 -19 22 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030318835808808602 0.018280806060251367 -0.002507039424817864 0.011184095489456553 0.016127461914885264 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453.04365615546703 290.08475123345852 1915.7563692182302 7618.6381712704897 13736.291974171996 501.140555113554 3641.3920189589262 46.171038538217545 231719.90218326822 22467.075945004821 leaf_count=3912 3484 74640 1763 914 55670 212 3715 8308 8620 13484 4713 6342 113 1392 3376 505 6744 14746 3786 700 1905 1308 7932 31622 57297 2422 15786 375 977469 98410 internal_value=-3.12936e-08 -3.78258e-06 0.000700256 0.000670427 0.00193492 0.000354023 0.000708513 0.00164992 0.000501261 0.00318001 0.00371802 0.0048637 0.0107365 -0.00257641 0.0067856 0.000819984 -0.00177746 0.00362573 -0.000273207 -0.000285174 -0.00313299 -0.0013326 0.00174908 -0.00168678 -0.000902191 0.00418865 0.00208421 -0.000152361 -0.000148667 -0.000835156 internal_weight=329040 328999 57331.9 57234.8 11455.1 45779.7 37829 19425.5 12488.9 5740.56 6936.56 5873.47 1022.56 299.696 2560.1 815.844 6748.34 4850.91 4849.29 18403.5 2008.71 7950.77 2840.58 7660.68 14601.2 864.871 3802.33 271667 271621 39900.9 internal_count=1411665 1407753 256859 253375 56584 196791 163649 85681 54660 25673 31021 26308 5220 1505 12189 3881 28987 21088 20367 77968 8649 33142 11718 31834 61482 4185 16486 1150894 1150519 173050 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=0 1 0 3 2 2 2 2 0 1 3 1 0 2 0 1 1 2 2 0 2 3 3 0 3 1 0 2 1 2 split_gain=40.3393 35.9994 32.0345 23.9622 38.3577 28.6223 37.0316 48.3454 79.7657 63.073 52.7022 45.104 80.4912 44.8475 78.8607 40.6603 39.4315 32.8633 29.308 28.57 33.8615 28.1361 27.9936 27.5853 26.5714 26.0823 26.0408 25.2771 24.936 32.3133 threshold=1.0000000180025095e-35 -1.4999999999999998 1.5000000000000002 5.0659999847412118 468.30728149414068 11031.315917968752 1806.0396118164065 3673.077514648438 34.500000000000007 -3.4999999999999996 1.9854999780654909 -7.4999999999999991 54.500000000000007 6964.4814453125009 26.500000000000004 -4.4999999999999991 -21.499999999999996 3008.5642089843755 3673.2597656250005 53.500000000000007 2321.0456542968755 2.9229999780654912 1.469500005245209 76.500000000000014 1.3535000085830691 -31.499999999999996 52.500000000000007 2404.0227050781255 -10.499999999999998 239.406120300293 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 6 21 10 9 13 11 12 -8 -9 -15 -10 -14 19 22 20 -13 28 -17 25 -20 -7 -22 -28 29 -4 right_child=1 -3 3 4 -6 23 7 8 15 -11 -12 17 16 14 -16 18 -18 -19 24 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030309311685197231 0.018044317570662115 -0.00014779494207099598 0.010900056618820132 0.015763286130695966 0.0016610779584152774 0.022037996666731414 0.013888159317218179 0.0093242591117094729 -0.0054399006255417062 0.00026940589378898885 -0.002531437221175888 -0.00067385720337340214 -0.036715143703159363 0.0045128546756272626 -0.022622941626642599 -0.0011245667816279579 -0.00097359856420212729 0.0075416062808365087 -0.002477680873656705 -0.0031431690887636001 0.0049975914731569537 0.0020228296473808337 -0.0095912876422310396 0.0078007267609679258 0.0037144377734918766 -0.0017653408285362988 -0.017822281844373008 0.023234926061157637 -0.0011857770888152013 -0.00086170211520597952 leaf_weight=39.515428371727467 95.455848170444369 271660.8832606934 362.03804548084736 176.30382557958364 11270.455202840269 41.656239315867424 873.90585212409496 1737.6892414987087 1902.5364587157965 3180.2588304430246 1063.9010152369738 1094.7573567777872 37.663729086518288 703.74892663955688 111.68321633338928 1556.0689006745815 105.86671544611454 1327.9719457626343 925.06249065697193 760.99057775735855 1525.8079820424318 3800.2464357614517 453.99578088521957 289.32257057726383 1914.537733450532 7620.0874807983637 15.183473914861677 121.3990440517664 13739.309562683105 501.32267153263092 leaf_count=3912 3484 1150894 1763 914 55670 212 4511 8308 8620 13484 4713 4761 196 3376 505 6744 513 5784 3786 3270 6685 16486 1905 1308 7932 31622 66 522 57297 2422 internal_value=-1.2593e-08 -3.65331e-06 0.000679616 0.000650645 0.00187828 0.000343601 0.000687612 0.00160166 0.000486502 0.00308871 0.00361153 0.00472613 0.0104685 0.00660054 0.000796282 -0.00172307 -0.0103525 0.00352053 -0.000264943 0.00200271 0.00342301 -0.000276601 -0.00303687 -0.00129254 0.00169722 -0.00163592 0.00612098 0.0186707 -0.000875012 0.00407042 internal_weight=329010 328970 57309.2 57213.8 11446.8 45767 37815.9 19413 12485.6 5733.38 6927.45 5863.55 1017.44 2553.12 815.432 6752.2 143.53 4846.11 4849.66 3518.14 2757.15 18402.9 2010.06 7951.07 2839.6 7661.74 1662.39 136.583 14602.7 863.361 internal_count=1411665 1407753 256859 253375 56584 196791 163649 85681 54660 25673 31021 26308 5220 12189 3881 28987 709 21088 20367 15304 12034 77968 8649 33142 11718 31834 7273 588 61482 4185 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=0 1 0 0 3 0 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 0 2 2 2 0 2 2 2 2 split_gain=39.1348 33.8911 30.7121 23.0527 23.0482 90.5172 61.5036 54.5916 62.6188 41.4076 165.115 73.663 58.5217 79.1083 44.273 66.8145 42.7255 39.4846 67.9808 36.7944 36.4694 37.0144 36.3964 34.746 34.1464 43.9565 88.1922 101.263 44.3285 42.4629 threshold=1.0000000180025095e-35 -1.4999999999999998 1.5000000000000002 98.500000000000014 1.1980000138282778 49.500000000000007 45446.361328125007 10798.300781250002 16437.536132812504 271.27960205078131 1148.0775146484377 182.51656341552737 3826.821655273438 6514.3598632812509 731.32192993164074 401.18936157226568 145.45140075683597 1.0000000180025095e-35 291.56593322753912 305.33541870117193 2321.0456542968755 47.500000000000007 1420.9512329101565 482.89285278320318 149.77716064453128 51.500000000000007 3618.2971191406255 3673.2597656250005 2580.519653320313 2078.127319335938 decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -9 11 14 16 20 -14 15 17 -3 18 -11 -19 22 -22 -12 -17 -7 -26 28 -28 29 -27 right_child=1 3 -4 -5 -6 6 -8 8 -10 10 12 -13 13 -15 -16 23 -18 19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.030300077902346814 0.017807213287849219 0.0028850886158970799 0.00063144693272445044 -0.021452579872307472 -2.5110047363625488e-05 -0.0033872359890547554 -0.020376400183328546 0.01076650893999204 -0.00083523052302506744 0.017902733785045193 0.0092579686527484665 0.0063430325427288031 -0.010567254754228235 -0.0014565922978664689 -0.013840293200700267 0.015633573946322185 -0.0045156497505696863 -0.027940276231964583 -0.015448356138528015 -0.0059709305640479864 0.0049723479353905118 -0.00077796663560066016 -0.0039005515385064585 -0.002626589068010313 0.002265406912818126 0.0021029367906919734 -0.0072796712506732041 0.0025085468203421852 0.0078187098629946411 -0.0039936979078440031 leaf_weight=38.35908155143261 93.84952156431973 1006.385557487607 57192.943507038057 45.683160699903965 231719.28203304484 2200.6900236159563 126.86487351357937 964.69234716892242 739.77940079569817 80.983378976583481 206.88973549008369 1218.7265726923943 1295.7048845440149 2537.7508981376886 1349.2729393839836 113.03502114117146 2321.7688449025154 208.76291398704052 171.47696083784103 102.19805240631104 1874.1003436893225 2178.6491179764271 2210.7550459504128 550.73277056217194 7861.258964329958 4035.8613240122795 2854.8102077245712 1426.5733012855053 877.38637833297253 1379.6781125068665 leaf_count=3912 3484 4292 253375 375 977469 9392 515 3909 2992 324 882 5051 6060 10640 6063 504 9995 1039 686 510 7741 9422 8966 2465 35038 16874 14676 5925 3541 5548 internal_value=6.60348e-09 -3.52675e-06 0.000659585 -0.000143362 -0.000139778 -0.000805797 0.000452734 0.000571015 0.00573109 -0.00242833 -0.00329717 3.29102e-05 -0.00159868 -0.00453599 -0.0100898 -0.00596626 -0.00227777 -0.0135641 -0.00475011 -0.02072 0.000141564 0.00188113 -0.00277451 0.000482989 0.000144814 0.000566441 -0.000696621 -0.0040182 0.00156321 0.000549741 internal_weight=328985 328947 57286.8 271660 271614 39894.8 22467.6 22340.7 1704.47 17427.2 12880.3 4546.88 10303.9 3833.46 2576.46 1227.19 3328.15 563.421 252.46 310.961 6470.39 4052.75 2417.64 663.768 20636.3 18435.6 10574.3 4281.38 6292.93 5415.54 internal_count=1411665 1407753 256859 1150894 1150519 173050 98410 97895 6901 74640 55302 19338 43711 16700 11591 5528 14287 2559 1010 1549 27011 17163 9848 2969 90994 81602 46564 20601 25963 22422 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 0 2 1 1 0 2 2 1 0 0 2 0 1 2 3 0 3 3 0 2 1 2 2 0 0 split_gain=37.9667 32.0736 43.7848 53.343 101.645 54.994 51.5565 43.2283 43.2381 92.9037 116.051 39.6623 34.3763 32.9855 31.4276 27.3815 66.4419 52.43 36.9298 52.944 57.673 39.8464 44.4965 35.4506 34.8675 34.8381 34.7175 31.8741 37.2607 31.542 threshold=1.0000000180025095e-35 -4.4999999999999991 50.500000000000007 4814.8464355468759 1846.5046997070315 15.500000000000002 211.06961059570315 -31.499999999999996 -8.4999999999999982 37.500000000000007 8007.5161132812509 24919.096679687504 -10.499999999999998 1.5000000000000002 44.500000000000007 291.56593322753912 60.500000000000007 10.500000000000002 310.97680664062506 1.1980000138282778 49.500000000000007 1.469500005245209 2.3904999494552617 32.500000000000007 161.84931945800784 1.0000000180025095e-35 87.386707305908217 113.878231048584 50.500000000000007 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 13 -2 -7 -9 -10 14 -4 -13 -5 -11 16 17 27 19 20 -17 -21 -23 -19 25 -18 -27 28 -3 -29 right_child=1 15 11 5 -6 7 -8 8 9 10 -12 12 -14 -15 -16 18 24 23 -20 21 -22 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=0.030291124347198613 0.0071978818041003962 0.004873902707887367 -0.0030945638019003554 0.030119666823500122 0.0074574227525436212 0.016517547859462425 -0.0015039860128522836 -0.0061297941091344784 0.0037501331148454306 -0.037517460955709431 -0.0015016918181893 0.023036592594088749 0.0019446146644019624 0.0034393325018506663 -0.0078976357320739727 -0.01888663500733859 0.0072888792795446468 0.03911592573138245 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13200 444 1756 111707 3446 26656 internal_value=-2.43626e-09 -3.43167e-06 0.00128368 0.00203335 0.0037909 -6.93619e-06 0.000321953 -0.00200596 -0.00251453 0.00016339 -0.00993226 -0.00189286 0.00750832 0.00398927 -0.0303994 -7.16169e-05 -0.000799488 -0.000396081 3.67707e-05 0.00320351 -0.0103739 0.0042753 0.00329235 -0.00964391 -0.00446079 0.000722849 -0.00455443 -0.000256163 0.00275761 -0.000521123 internal_weight=328953 328916 16547.8 13388.2 7192.44 6195.72 3695.8 4129.85 4019.49 2309.09 605.312 3159.65 358.109 2065.87 176.593 312368 40486.1 36468 271882 3274.4 239.567 3034.83 2805.44 543.527 4018.09 904.866 501.666 35924.4 2903.12 33021.3 internal_count=1411665 1407753 80313 65702 34531 31171 17167 18103 17478 9936 2508 14611 1723 13068 732 1327440 170971 153917 1156469 13762 1048 12714 11773 3209 17054 3854 2200 150708 12345 138363 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=0 0 2 0 2 0 2 2 1 2 2 2 1 2 1 2 0 2 0 2 1 1 2 2 1 2 0 0 2 1 split_gain=36.4985 29.992 68.9156 170.913 389.97 169.105 123.609 151.911 111.502 103.982 92.6398 88.7274 81.7225 77.7529 69.8887 66.2182 64.4816 60.3779 57.1539 64.0565 47.9732 47.2002 43.0047 89.3067 42.8719 42.1753 211.938 96.9225 134.151 53.904 threshold=1.0000000180025095e-35 19.500000000000004 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 9587.6123046875018 2362.8337402343755 1.0000000180025095e-35 33836.650390625007 89063.015625000015 28435.229492187504 1.0000000180025095e-35 56232.490234375007 11.500000000000002 87.386707305908217 4.5000000000000009 30543.693359375004 14.500000000000002 911.27563476562511 8.5000000000000018 18.500000000000004 2799.732299804688 6368.3278808593759 1.5000000000000002 71819.058593750015 3.5000000000000004 3.5000000000000004 65050.789062500007 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 10 8 7 12 -2 11 -4 22 -7 -11 25 -14 -9 -13 -17 -20 -3 -22 -10 -24 -18 27 -27 28 -8 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44.097337827086449 353.64776192605495 720.3063982706517 16.37967486679554 44.130943119525909 108.29494653642178 199.0381164252758 5390.2784645855427 11236.509637191892 25.706820130348206 3849.5694917440414 702.88115736842155 5220.4387413561344 3113.1118620187044 105.18650045990944 595.12811245769262 2281.4199190288782 507.29758451879025 554.23175358772278 13813.035756953061 470.39446947723627 16617.407721802592 leaf_count=3883 7089 967212 2096 52438 25240 53822 5659 7098 195 1682 3199 101 195 556 797 22985 48160 153 16367 2946 24251 13539 453 3630 9473 3152 2259 62845 2427 67275 internal_value=2.57845e-05 2.24832e-05 0.000492878 -0.00123877 0.00401594 0.000895418 0.00114189 -5.61541e-05 -0.00765761 -0.0132034 -0.0108454 -0.00656812 0.00153768 -0.0245006 0.00246513 -0.000462586 -0.00238525 0.0358095 -0.000299838 0.00217516 -0.000152023 -0.00238831 -0.008964 -0.00715462 -0.00302925 0.0023587 0.00824194 0.00216405 -0.00490867 0.00254846 internal_weight=328867 328831 88979.9 16782.9 4182.52 72196.9 70174.7 36829.8 2022.18 1248.44 1151.59 786.498 21866.3 461.943 33344.9 9986.86 14963.5 42.0865 9942.73 4552.45 239851 8333.55 744.412 700.315 13517.9 33145.9 1061.53 32084.3 1653.9 30430.4 internal_count=1411177 1407294 402292 82973 30535 319319 305460 161046 13859 6770 5295 4532 96315 2238 144414 42493 64731 254 42298 19313 1005002 37790 4278 4083 57633 143617 5411 138206 8086 130120 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=0 2 3 1 2 0 0 2 0 2 0 0 1 2 1 0 0 2 0 2 0 0 2 2 0 3 0 1 2 2 split_gain=35.4115 28.7182 53.2565 59.4724 52.0753 39.2992 38.4255 37.4463 85.2001 39.9836 44.2561 42.1835 39.0362 34.7601 34.664 36.1963 33.9192 169.191 54.8465 36.403 134.402 116.79 407.564 70.9197 176.628 83.2431 65.5137 63.4855 64.6785 157.971 threshold=1.0000000180025095e-35 555.07958984375011 4.4095001220703134 1.0000000180025095e-35 87.386707305908217 13.500000000000002 69.500000000000014 135.80005645751956 50.500000000000007 65.776599884033217 63.500000000000007 53.500000000000007 13.500000000000002 265.23049926757818 -2.4999999999999996 4.5000000000000009 80.500000000000014 56232.490234375007 97.500000000000014 83842.167968750015 2.5000000000000004 2.5000000000000004 99992.636718750015 36319.728515625007 6.5000000000000009 1.7404999732971194 58.500000000000007 1.0000000180025095e-35 58311.849609375007 50102.638671875007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 -4 -5 -6 7 8 -2 11 -11 -10 -9 -7 15 -3 19 -18 -19 20 27 22 -21 -22 -25 -26 -23 -16 29 -29 right_child=1 14 3 4 5 13 -8 12 9 10 -12 -13 -14 -15 16 -17 17 18 -20 21 23 26 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.030274012529924319 0.0054340261900210265 0.0074828235173339521 0.0088740648316807721 -0.031266369610751493 -0.0072766517978744118 -0.0083116103316010215 -0.0036149456246297885 -0.00060243993618318628 -0.0030355244899798696 -0.0097095905653822139 0.0027216617444471383 0.016251172546153079 -0.008638788606695454 0.0085869510262074292 -0.00018727029613985218 0.0010150322666889404 -0.0037422136679339758 0.0057893671000779677 -0.015201440928353972 -0.01301880300630206 0.00015613446091094403 -0.0029142529449443181 0.0092139871641957402 0.0070185764945338864 0.0063796015125623124 -0.00075928020807732477 0.0062686879070429783 -0.0076401339486793125 0.0067361765245615426 -0.033739809335492206 leaf_weight=34.827186013571918 2741.3460112065077 803.99873402528465 1133.6655212044716 48.787525415420532 374.33360347151756 139.73907205462456 3725.9551068991423 61468.831127032638 253.3028474599123 853.05789066851139 369.33280004560947 170.94029800593853 548.84959928691387 507.14514204859734 706.77247857674956 24791.962468117476 8159.5583867803216 2610.466075360775 117.05300880596042 1001.4332508519292 183040.51202598214 13307.411330357194 2865.3659638278186 4854.5374383553863 1711.4264829456806 10422.802454724908 737.99261249601841 887.56904145330191 157.05056889355183 272.88154092431068 leaf_count=3883 11680 8130 5275 218 1600 616 15672 258560 1080 3661 1570 727 3174 2167 6108 112461 34128 11018 662 4405 764870 54733 22230 23344 6951 42092 3074 5130 764 1194 internal_value=2.50174e-05 2.18132e-05 -0.000506109 0.00408604 -0.000986846 0.000459724 -0.000650403 -0.000484066 0.00219417 -0.0031996 -0.00595362 0.00473566 -0.000673561 0.00493655 0.000170722 0.00121819 5.45826e-05 -0.00157997 0.00488853 0.000135484 0.000250393 -0.00116071 0.00345608 0.000328228 0.0021824 0.000247596 -0.00243175 -0.00744097 -0.0113322 -0.0137775 internal_weight=328819 328784 72335.3 2203.67 1070.01 1021.22 70131.6 66405.7 4387.98 1646.63 1222.39 424.243 62017.7 646.884 256449 25596 230853 10887.1 2727.52 219966 202054 17912.2 3866.8 200029 16988.8 12134.2 14045.4 2024.27 1317.5 1160.45 internal_count=1411177 1407294 306000 9876 4601 4383 296124 280452 18718 7038 5231 1807 261734 2783 1101294 120591 980703 45808 11680 934895 850453 84442 26635 837257 72387 49043 57807 13196 7088 6324 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=0 0 2 0 2 0 2 2 1 2 2 2 1 2 1 2 0 2 0 2 1 1 2 2 0 1 2 2 0 0 split_gain=34.357 27.2923 62.2159 152.652 347.056 150.994 114.303 142.433 100.333 95.3477 85.7092 82.8494 75.7071 71.9129 66.0795 60.5309 60.4562 53.434 53.2172 60.2688 44.5925 44.5838 41.2189 84.4308 40.5346 40.3834 39.8919 39.2634 199.549 94.1643 threshold=1.0000000180025095e-35 19.500000000000004 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 9587.6123046875018 2362.8337402343755 1.0000000180025095e-35 33836.650390625007 89063.015625000015 28435.229492187504 1.0000000180025095e-35 56232.490234375007 11.500000000000002 87.386707305908217 4.5000000000000009 30543.693359375004 14.500000000000002 911.27563476562511 8.5000000000000018 18.500000000000004 2799.732299804688 6368.3278808593759 7.5000000000000009 1.5000000000000002 436.96165466308599 71819.058593750015 3.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 5 4 10 8 7 12 -2 11 -4 22 24 -11 27 -14 -9 -13 -17 -20 -3 -22 -10 -24 -7 -18 -26 29 -29 -8 right_child=1 20 3 -5 -6 6 14 16 9 13 -12 17 15 -15 -16 18 25 -19 19 -21 21 -23 23 -25 26 -27 -28 28 -30 -31 leaf_value=0.030265842169422717 0.0012284707265341375 -6.7692288445173212e-05 0.00037104991634314424 -0.0028211814171712644 0.0091657899127350305 0.0087830746090650676 -0.0049078059181708149 0.0035117194519952537 -0.036877516946024078 -0.03009217821436045 -0.016534253267377091 0.075693016484630352 -0.035890803495338901 -0.0021010165094160114 0.019592679318599107 -0.0023122425524220269 -0.0022072303268932838 0.0071438445636278882 0.00061708447676966666 0.010161290786246625 -0.0039988828612708511 0.00053894332887024457 0.017956823013169514 -0.011185534353480787 0.0086331315737303467 -0.0065868697879079103 0.0020109685233813471 0.021694183426311592 -0.0044438920183604812 0.0024461104699344256 leaf_weight=33.806872304528952 772.60758096538484 231504.01533747464 431.72677985206246 12602.684600822628 3009.4357870183885 1030.4290386289358 1652.2100804746151 1444.3107336312532 43.464876011013985 347.93417570739985 720.14254336804152 17.005982398986816 43.179419085383415 108.3227518722415 199.02342380583286 5386.7533805966377 11238.509723469615 25.701472342014313 3850.6406014114618 704.39114199578762 5212.5790008306503 3111.928569111973 105.47922952473164 589.63306491822004 892.18829692900181 2279.0774209350348 9940.200513266027 499.95667240768671 554.3395819067955 30414.624933637679 leaf_count=3883 7089 967212 2096 52438 25240 5369 8086 7098 195 1682 3199 101 195 556 797 22985 48160 153 16367 2946 24251 13539 453 3630 4128 9473 44325 3152 2259 130120 internal_value=2.42759e-05 2.11659e-05 0.000470128 -0.00117618 0.00380578 0.000852699 0.00108507 -6.72469e-05 -0.00725413 -0.0125499 -0.0101981 -0.00618638 0.00147707 -0.0234466 0.00235806 -0.000447826 -0.0023223 0.0344399 -0.00029389 0.002093 -0.000145264 -0.00230252 -0.00853555 -0.00676335 0.00309725 -0.00294564 0.00255639 0.0022545 0.00795102 0.00206721 internal_weight=328766 328732 88904 16764 4161.31 72140 70129.8 36809.7 2010.15 1237.54 1151.87 781.285 21847.8 456.257 33320.2 9984.96 14961.9 42.7075 9941.79 4555.03 239829 8324.51 738.577 695.112 11862.8 13517.6 10832.4 33121.1 1054.3 32066.8 internal_count=1411177 1407294 402292 82973 30535 319319 305460 161046 13859 6770 5295 4532 96315 2238 144414 42493 64731 254 42298 19313 1005002 37790 4278 4083 53822 57633 48453 143617 5411 138206 is_linear=0 shrinkage=0.03 Tree=148 num_leaves=31 num_cat=0 split_feature=0 2 3 1 2 0 0 2 0 1 0 0 2 2 1 0 0 2 0 1 2 3 0 2 3 0 3 0 2 0 split_gain=33.3342 26.8497 48.659 53.2978 47.1662 36.5702 36.3616 34.8888 81.1976 37.7252 36.6706 35.7319 43.2566 32.6896 32.3239 34.0646 31.7688 159.277 51.7333 34.865 34.5407 127.924 116.117 117.324 48.046 122.036 64.9219 44.1938 112.827 122.351 threshold=1.0000000180025095e-35 555.07958984375011 4.4095001220703134 1.0000000180025095e-35 87.386707305908217 13.500000000000002 68.500000000000014 135.80005645751956 50.500000000000007 13.500000000000002 48.500000000000007 63.500000000000007 65.776599884033217 265.23049926757818 -2.4999999999999996 1.5000000000000002 80.500000000000014 56232.490234375007 97.500000000000014 15.500000000000002 1494.5967407226565 1.1980000138282778 49.500000000000007 1193.5148925781252 1.7404999732971194 44.500000000000007 2.5095000267028813 49.500000000000007 3751.9816894531255 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 6 -4 -5 -6 7 8 -2 10 -9 12 -10 -7 15 -3 20 19 -19 -18 21 22 23 -16 25 -23 -26 -22 29 -29 right_child=1 14 3 4 5 13 -8 9 11 -11 -12 -13 -14 -15 16 -17 17 18 -20 -21 27 24 -24 -25 26 -27 -28 28 -30 -31 leaf_value=0.0302579162303688 0.0052731954547490306 0.022677850213361675 0.0084579582404551296 -0.030029892825442873 -0.0070060902058794363 -0.0080871518051700772 -0.0033202745323383138 -0.0010405828550813544 0.0028324428463137228 -0.0085139404498195456 0.00057553190119890576 0.0051011194484079465 -0.0094227415985443774 0.0083121676010391513 -0.011863168727470667 0.0011206241506718773 -0.0033029517112986712 0.0056249219206467548 -0.014790465209228939 -0.015489080886979161 -0.0002882072683124961 0.0074379146967910601 0.0040184145285517767 0.013609132438777047 -0.0027863376934384489 -0.0011819815446478131 0.0016595231151796189 0.0031536939703638396 0.0023075453660646853 -0.0018559998660943901 leaf_weight=32.816194383427501 2741.6488325297832 66.143064802512527 1127.3015324324369 47.765666246414185 373.43797977268696 139.40417352318764 4240.8605903685093 43146.994167342782 372.49771285057068 542.43584750592709 17869.516605347395 356.0765697658062 852.31998854875565 508.19517323374748 1678.6555954664946 25514.483983270824 7941.1154185906053 2607.8716417402029 116.71087983623147 217.07687720656395 141427.20621634647 3679.1406502425671 845.06034100055695 180.2104856967926 3478.6834309995174 2470.930728405714 19678.673824593425 5777.3921356797218 22443.930979385972 18239.532034114003 leaf_count=3883 11680 2650 5275 218 1600 616 17839 181341 1586 3157 75346 1514 3661 2167 7495 117941 33205 11018 662 923 602739 15233 3543 769 14453 10273 84488 26470 91332 78100 internal_value=2.3555e-05 2.05363e-05 -0.000489977 0.00390726 -0.00089251 0.000470581 -0.00062769 -0.000454366 0.00215094 -0.000637305 -0.000567282 -0.0032638 -0.00569563 0.004782 0.000164549 0.00117636 5.23963e-05 -0.00152981 0.0047504 -0.00362721 0.000130699 0.0010416 -0.00520201 -0.00939372 0.00161764 0.00397468 0.000991669 -2.44954e-05 0.000778245 -0.000650893 internal_weight=328714 328681 72318.5 2196.1 1068.8 1021.04 70122.4 65881.5 4322.54 61558.9 61016.5 1580.89 1224.82 647.599 256363 25580.6 230782 10882.8 2724.58 8158.19 219899 32011.4 2703.93 1858.87 29307.4 6150.07 23157.4 187888 46460.9 24016.9 internal_count=1411177 1407294 306000 9876 4601 4383 296124 278285 18441 259844 256687 6761 5247 2783 1101294 120591 980703 45808 11680 34128 934895 136254 11807 8264 124447 25506 98941 798641 195902 104570 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=0 1 1 2 3 1 2 0 0 2 0 1 0 0 2 3 2 0 0 2 2 2 2 0 2 0 2 1 2 1 split_gain=32.3421 26.6012 25.3929 24.7885 45.7019 50.2464 44.8762 34.4265 34.261 32.7343 76.3354 35.7092 34.404 33.6342 40.7444 31.0041 30.724 29.3016 28.7702 178.625 55.1642 44.0505 38.608 61.6477 72.7261 56.048 44.3312 39.363 36.4465 32.9013 threshold=1.0000000180025095e-35 -43.499999999999993 92.000000000000014 555.07958984375011 4.4095001220703134 1.0000000180025095e-35 87.386707305908217 13.500000000000002 68.500000000000014 135.80005645751956 50.500000000000007 13.500000000000002 48.500000000000007 63.500000000000007 65.776599884033217 1.469500005245209 265.23049926757818 53.500000000000007 60.500000000000007 291.56593322753912 177.71882629394534 482.89285278320318 216.75743103027347 54.500000000000007 401.18936157226568 54.500000000000007 320.40057373046881 1.5000000000000002 305.33541870117193 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 8 -6 -7 -8 9 10 -3 12 -11 14 17 -13 -9 -12 20 -20 -14 22 25 24 26 29 -24 -25 -29 -22 right_child=1 2 -4 -5 5 6 7 16 -10 11 13 15 18 -15 -16 -17 -18 -19 19 -21 21 -23 23 27 -26 -27 -28 28 -30 -31 leaf_value=0.03025022844486858 0.012277032877874131 0.0051112670632686309 -0.030444126776954177 0.00015472283183133085 0.0082208550296831995 -0.02944702784425518 -0.0068081836015997715 -0.0078634572456893637 -0.0032217229161152637 -0.0010071387518066665 -0.0030261502445624532 -0.014798099235566922 -0.0008528457827871248 0.0049469048720020333 -0.0091478405395759698 -0.00034665390282469612 0.0080466188493115119 0.015008053465811013 -0.0063441980632903258 0.0056892354230853662 0.0011674490792617414 -0.0046232914867121522 0.00030754918181170616 0.0072666591169428712 0.013216671043927467 -0.0015022508534036029 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-0.000616608 -0.000548635 -0.0031671 -0.00552781 -0.00829813 0.00463345 0.00274703 0.000558236 -0.00148301 0.00126807 0.00303349 0.00374903 0.00648569 0.000716224 0.00183042 -0.00434494 0.0100116 0.0176355 0.00572109 internal_weight=328679 328647 328488 328463 72304.6 2191.8 1068.31 1021.05 70112.8 65873.3 4322.03 61551.2 61011.4 1580.32 1224.16 539.886 648.275 372.556 17870.5 4610.91 13259.5 7236.21 6617.76 2727.43 1034.56 3890.33 736.408 1692.87 448.152 1794.9 internal_count=1411177 1407294 1405557 1405341 305968 9872 4601 4383 296096 278257 18439 259818 256661 6761 5247 3157 2783 1586 75346 19444 55902 30398 27799 11400 4364 16399 3109 7036 1929 7497 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 2 3 2 3 0 2 0 0 2 3 0 2 2 2 0 1 2 2 0 1 0 2 2 0 split_gain=31.1106 28.8789 26.505 33.8347 28.5748 28.6027 27.9732 42.511 37.1143 88.4195 185.191 107.384 133.318 85.3941 74.1247 66.3742 153.783 165.803 164.303 244.334 109.064 167.643 85.2422 127.993 85.3206 78.6155 58.9601 82.7863 58.81 57.5191 threshold=1.0000000180025095e-35 -18.499999999999996 113.878231048584 50.500000000000007 65.776599884033217 53.500000000000007 555.07958984375011 4.4095001220703134 3673.077514648438 1.9854999780654909 44.500000000000007 1193.5148925781252 49.500000000000007 27.500000000000004 2362.8337402343755 1.9854999780654909 49.500000000000007 11541.221191406252 4712.1987304687509 8931.5649414062518 51.500000000000007 1.5000000000000002 3673.2597656250005 4911.6706542968759 61.500000000000007 8.5000000000000018 44.500000000000007 7656.2912597656259 4520.4785156250009 44.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 5 -5 7 -4 9 10 -8 12 -12 14 -11 16 18 20 29 25 21 28 -22 -24 -25 26 -20 -28 -18 -10 right_child=1 2 6 4 -6 -7 8 -9 15 13 11 -13 -14 -15 -16 -17 17 -19 19 -21 22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.030242772785766724 0.0038743166933367587 0.0048578769526330112 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3062.1687490940094 12859.975826814771 5359.7146260589361 673.22072863578796 2408.1387531757355 2960.9628289490938 576.36610043048859 287.06769990921021 1504.3079566657543 514.48916774988174 868.47106602787971 3755.3334278315306 leaf_count=3845 10677 9435 280074 1077 3976 842 66140 9371 28774 109537 10586 89455 11215 46254 20597 515261 16649 29079 12485 52242 25786 3282 9841 12145 2330 1388 6691 2159 3634 16494 internal_value=3.70397e-06 8.8708e-07 -1.95282e-05 0.00254994 -0.00114212 0.00505818 -4.79231e-05 -0.000586268 9.66902e-05 0.000614391 0.00156773 4.89918e-05 -0.00387177 -0.000382833 0.000449342 -0.000156427 -0.00104714 0.000762606 -0.00250956 -0.00424154 -0.000903005 0.00279245 -0.00253329 -5.99315e-05 -0.00369175 -0.0096175 -0.00875455 -0.00477443 0.00496518 0.000442329 internal_weight=328709 328679 326955 3573.65 1374.63 449.979 323382 68474.6 254907 83705.2 42794.3 26877.1 5095.11 40910.9 29891.7 171202 52295.1 23372 28923.1 18228 16292.6 4987.4 11305.2 5945.47 3537.33 5368.03 5080.97 2018.8 4314.18 10695.1 internal_count=1411321 1407476 1396799 15330 5895 1919 1381469 289445 1092024 353784 177396 111256 21801 176388 130134 738240 222979 102746 120233 74965 73667 23565 50102 24316 14475 22723 21335 8850 20283 45268 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 2 3 0 2 2 3 2 2 1 3 0 2 2 2 0 1 2 2 0 1 0 1 0 2 split_gain=30.184 28.0624 26.1251 25.3895 31.8351 26.8258 47.8902 96.6558 184.518 120.342 88.0583 90.514 76.4614 71.9718 90.1629 64.9476 147.487 166.618 153.166 233.607 103.658 157.914 82.637 117.514 80.4537 72.2965 64.8183 59.8293 55.5772 63.9403 threshold=1.0000000180025095e-35 -47.499999999999993 98.500000000000014 113.878231048584 50.500000000000007 930.90408325195324 3673.077514648438 1.9854999780654909 44.500000000000007 1193.5148925781252 1236.168395996094 2.7749999761581425 2580.519653320313 1748.5217285156252 -6.4999999999999991 1.9854999780654909 49.500000000000007 11541.221191406252 4712.1987304687509 8714.5634765625018 51.500000000000007 1.5000000000000002 3673.2597656250005 4911.6706542968759 61.500000000000007 9.5000000000000018 53.500000000000007 -4.4999999999999991 44.500000000000007 3826.821655273438 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 8 13 26 -9 12 -12 -7 -15 16 18 20 28 25 21 -18 -22 -24 -25 27 -10 -20 -8 -30 right_child=1 2 -4 5 -6 6 15 10 9 -11 11 -13 -14 14 -16 -17 17 -19 19 -21 22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.030235540199831913 0.015033943181062263 0.0047476620098701357 -0.022759229113075995 -0.00046896318581516645 -0.0010688302638480662 0.0082135647119743974 0.0020011404983623507 0.0024852693384544568 -0.0094056957623037066 0.00087079858715127388 -0.009176235673614962 -0.00057960914475928412 -0.00044780985288326382 0.01500298538763189 0.0026062843729181386 0.00026708543020516096 0.0048056076432291582 0.0045995858408747221 -0.021066026919612468 -0.0019874523200621485 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3018 internal_value=3.58839e-06 8.54344e-07 -4.25789e-06 -1.11258e-06 0.0025119 -2.87949e-05 0.000140029 0.000850935 0.00180308 0.000211888 -0.000609407 -0.00164657 -0.00577502 0.00455894 0.00328035 -0.000118154 -0.000998952 0.000770414 -0.00243014 -0.00410213 -0.00090031 0.00270288 -0.00248686 -5.5488e-05 -0.00353502 -0.00954931 -0.0066346 -0.00877342 0.000414953 -0.00252496 internal_weight=328660 328631 328519 328474 3578.91 324895 234828 62562.4 37870.7 24008.6 24691.7 18493.7 3797.97 13862.2 10269.4 172265 52418.2 23439.8 28978.4 18252.1 16319.4 4989.01 11330.4 5961.49 3543.36 5104.22 2107.75 4874.05 10726.3 3759.06 internal_count=1411321 1407476 1406144 1405761 15360 1390401 1008545 263911 156876 99217 107035 80092 15791 57659 42654 744634 223788 103219 120569 75123 73881 23614 50267 24398 14505 21673 9119 20554 45446 16517 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=0 1 0 1 3 2 0 1 1 2 2 0 2 2 0 2 0 1 1 1 2 1 0 0 0 0 1 0 0 2 split_gain=29.2851 26.7078 24.8702 24.3289 26.9418 27.8772 42.5074 61.1466 57.7688 43.0159 28.8788 25.1962 29.0788 42.4482 73.9797 55.1794 51.5315 34.9561 33.849 33.395 32.1881 43.6796 35.6893 34.4331 31.6704 42.0987 26.1349 24.7572 22.1889 35.2235 threshold=1.0000000180025095e-35 -47.499999999999993 98.500000000000014 -1.4999999999999998 6.4175000190734872 14993.919433593752 26.500000000000004 -8.4999999999999982 -20.499999999999996 89063.015625000015 24919.096679687504 56.500000000000007 607.01678466796886 3673.077514648438 38.500000000000007 2321.0456542968755 49.500000000000007 -8.4999999999999982 -2.4999999999999996 -35.499999999999993 239.406120300293 -9.4999999999999982 37.500000000000007 31.500000000000004 28.500000000000004 17.500000000000004 -26.499999999999996 52.500000000000007 22.500000000000004 8374.6435546875018 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 9 -8 -7 -10 12 20 15 18 19 -16 27 -15 -14 21 -3 -23 -22 25 -19 -13 -17 29 -20 right_child=1 2 -4 -5 -6 6 8 -9 10 -11 -12 26 13 14 16 17 -18 24 28 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030228525741404357 0.014748276460417365 0.010807050776028525 -0.02233216114604027 -0.00011946097621643553 0.0021698251880308953 -0.015708800534723486 0.024489472183747515 -0.0019497742355664633 -0.0028878231442405243 0.0068815400718375205 0.0021166319059085525 -0.029473782063108703 -0.038119870792833084 0.0034634326998874651 -0.0048364235917499696 0.014478718929662416 0.0022624890261767924 0.01188311284626618 -0.0092412281941573748 0.0013276886667979099 0.00014735396474122297 0.0070014125761103125 -0.00037776656235425911 -0.0042785318977591538 0.0055012227176706504 -0.010758964424700677 -0.0010648215004516075 -0.0084392668821339986 0.0015104880549823409 0.00082069350069700572 leaf_weight=28.848118619062006 110.48424345441163 409.65173514187336 44.891282420605421 271386.44248420931 8056.0870917160064 537.69513233006001 88.293810591101646 2306.9100248515606 1816.2248563617468 88.323657751083374 2421.3365285992622 29.287304505705833 19.371952757239342 5340.9029579162598 3166.9194763302803 517.10787725448608 1297.2987789064646 105.47411720454693 547.41807642579079 6515.0204996615648 3703.0675487965345 682.19054685533047 4359.3784113377333 2762.065418690443 3148.3796736747026 246.93052987754345 5965.5770787149668 46.213189959526062 2135.9300924837589 731.58877481520176 leaf_count=3845 1332 1991 383 1150501 43757 2215 467 9319 7539 359 10323 148 109 24674 13193 2722 5902 468 2314 29013 15872 2886 18015 11504 13956 1073 25152 237 8905 3147 internal_value=3.47974e-06 8.2614e-07 -4.13423e-06 -1.08234e-06 0.000562097 0.000297709 -0.00141818 -0.00420627 0.00047214 -0.0125216 -2.82847e-05 0.000596183 0.000898116 0.00150342 0.000369462 0.00291788 -0.00277348 0.00566266 0.00197191 0.00121074 -0.000311784 0.00138622 0.000620733 -0.00174349 0.00454658 -0.00398223 -0.00120361 0.0125986 -0.0003608 -0.00348583 internal_weight=328615 328586 328476 328431 57044.6 48988.6 7258.78 2932.93 4325.86 626.019 4237.56 41729.8 35734.9 23818.6 13220.1 10598.5 4464.22 4064.11 8755.84 6534.39 11916.4 5451.22 5041.57 6465.13 3500.78 352.405 5994.86 563.321 3414.94 1279.01 internal_count=1411321 1407476 1406144 1405761 255260 211503 30222 11893 18329 2574 17862 181281 155981 105713 58135 47578 19095 18456 39040 29122 50268 22892 20901 27376 15497 1541 25300 2959 14366 5461 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 2 0 0 0 1 1 0 2 3 0 2 0 1 2 3 0 2 0 3 1 3 0 2 2 split_gain=28.4132 25.7233 28.695 23.8839 29.7967 36.4896 27.5252 29.5723 27.2247 26.3049 25.2089 24.76 24.3023 24.137 39.6905 35.5905 42.7967 32.7202 39.672 31.1746 74.7712 169.387 95.5492 104.714 80.0745 62.4519 58.5504 136.926 153.804 143.907 threshold=1.0000000180025095e-35 -29.499999999999996 3407.3515625000005 113.878231048584 51.500000000000007 65.776599884033217 65.776599884033217 25.500000000000004 78.500000000000014 40.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 20.500000000000004 555.07958984375011 4.4095001220703134 12.500000000000002 279.21791076660162 68.500000000000014 9.5000000000000018 3673.077514648438 1.9854999780654909 45.500000000000007 1607.8663330078127 50.500000000000007 2.6375000476837163 -7.4999999999999991 1.9854999780654909 49.500000000000007 11541.221191406252 4712.1987304687509 decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 10 12 -3 -8 14 17 -16 -17 18 -5 20 21 25 23 -23 -22 -15 27 29 -29 -21 right_child=1 3 -4 13 5 8 9 -9 -10 -11 -12 -13 -14 19 15 16 -18 -19 -20 26 24 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.030221719671983661 -0.0073570613435589658 0.0075639892943551402 0.010061171166317794 -0.00039529521364471649 0.0068680789332635234 -0.0037463286202476273 0.035252129918125985 0.0013933186484523228 -0.040369409447476329 0.011161298942499788 -0.001241952518298348 -0.037558213745743731 0.0069054963534229095 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640 88 3384 257338 1509 3788 147 3166 86 2912 2065 150 1446 3130 2545 1478 5360 17342 6001 45362 23353 10373 78975 13949 153774 71547 519358 73854 29270 75086 internal_value=3.38918e-06 8.13816e-07 0.00658606 -9.88608e-06 0.00242774 -0.00129873 0.00443897 -0.000100833 -0.00450488 0.00678713 0.00325345 -0.0225855 0.00921055 -3.67685e-05 -0.000536546 0.00353755 0.00588464 -0.000664384 -0.000493309 9.71993e-05 0.00057122 0.00144736 -0.000152959 -0.00357346 -0.000344085 0.0036692 -0.000134132 -0.000970851 0.000735342 -0.00235049 internal_weight=328590 328562 532.991 328029 3578.08 1254.22 2323.86 792.22 900.644 1531.64 847.215 49.3642 364.369 324451 68585.9 2086.65 1535.58 66499.3 62376.8 255865 83914.9 42874.8 24923.4 5676.12 41040.1 17951.4 171950 52352.2 23406 28946.1 internal_count=1411321 1407476 4024 1403452 15357 5383 9974 3404 3874 6570 3658 238 1593 1388095 290064 9383 6838 280681 263339 1098031 355101 177974 103297 24322 177127 74677 742930 223572 103124 120448 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 0 2 0 0 2 2 3 0 2 2 3 2 2 1 3 2 1 3 0 2 2 2 0 1 2 split_gain=27.5675 24.7494 24.5499 23.7175 21.9523 28.1413 25.1472 26.7955 26.6885 23.3827 46.0366 88.6326 160.19 111.279 82.7339 79.9677 74.7576 68.8515 88.335 64.1484 55.2127 63.0445 54.9977 126.96 138.12 137.649 227.105 96.5405 149.124 75.7984 threshold=1.0000000180025095e-35 -18.499999999999996 9.5000000000000018 92.000000000000014 113.878231048584 50.500000000000007 65.776599884033217 78.500000000000014 53.500000000000007 930.90408325195324 3673.077514648438 1.9854999780654909 44.500000000000007 1148.0775146484377 1236.168395996094 2.7749999761581425 2580.519653320313 1748.5217285156252 -6.4999999999999991 1.1980000138282778 2748.945678710938 2.5000000000000004 1.9854999780654909 49.500000000000007 11541.221191406252 4814.8464355468759 8714.5634765625018 51.500000000000007 1.5000000000000002 3673.2597656250005 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 -6 11 12 17 19 -13 16 -16 -11 -19 -14 -20 -22 23 25 27 -12 -27 28 -25 -29 right_child=1 3 -4 -5 9 6 7 -9 -10 10 22 14 13 -15 15 -17 -18 18 20 -21 21 -23 -24 24 -26 26 -28 29 -30 -31 leaf_value=0.030215118894131615 0.010796700100691402 0.0044292640062148633 0.0018056875905943317 -0.030027556634880485 -0.00045297131267483159 -0.0016928807162567641 -0.0031494139459289664 -0.039726176293173578 0.0130270589596106 0.0078784434794230886 0.00038871845028998485 0.0024197519695558956 -0.011250237144237398 0.00083096740632203369 -0.0088552656439717034 -0.0005890469980751841 -0.00020149650592880274 0.015182700591764435 -0.00081085028092917251 0.00036805943747621509 0.0027380108210211386 0.010936870837108092 0.00021891623474447482 0.0047026032329974023 0.0041983306169795032 -0.0093867006328966461 -0.0018247891871119306 -0.0049510503370321247 -0.010539712378294248 -2.8003453482297885e-05 leaf_weight=27.180007947608829 341.35799698531628 2197.1762559264898 1371.336861513555 23.700805030763149 89845.068477511406 252.4822201281786 905.37214328348637 18.391937777400017 197.62339748442173 3586.0747914016247 10867.690551817417 6174.3590323999524 1137.4473638087511 22052.048369437456 2306.3946734368801 14646.585011418909 1471.7382412850857 512.71168614923954 3212.8805653899908 685.44641882181168 5494.2978009432554 997.29092873632908 118867.23093740828 4306.3015338033438 7068.1699389219284 4913.5657568573952 13115.2244669348 5345.1573766320944 667.17961287498474 5945.6489877551794 leaf_count=3845 3314 9435 7363 210 380732 1077 3890 86 842 14979 46023 26818 5069 90622 9600 64014 6089 2701 13184 2858 22545 4012 515057 20283 29079 20891 53319 25786 3282 24316 internal_value=3.29001e-06 7.90484e-07 0.00359769 -1.80594e-05 -1.58829e-05 0.00232337 -0.0010445 -0.00387765 0.00477006 -4.17279e-05 0.000116594 0.000814991 0.00172946 0.000242106 -0.000585689 -0.00159285 -0.00548427 0.00430207 0.00304682 -0.00688151 0.00240565 0.00399759 -0.000137615 -0.000949041 0.000697004 -0.00227814 -0.00388571 -0.00082461 0.00265789 -0.00235861 internal_weight=328553 328526 1712.69 326813 326790 3571.05 1373.87 923.764 450.106 323219 233373 62277.3 37678.2 23874.9 24599.1 18424.7 3778.13 13803.3 10217.2 1822.89 9704.47 6491.59 171096 52228.9 23332.5 28896.5 18028.8 16264.3 4973.48 11290.8 internal_count=1411321 1407476 10677 1396799 1396589 15330 5895 3976 1919 1381259 1000527 262491 155970 98549 106521 79703 15689 57421 42442 7927 39741 26557 738036 222979 102746 120233 74210 73667 23565 50102 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 2 3 0 1 1 0 2 3 2 0 1 2 1 2 1 2 2 0 1 2 0 0 2 2 2 split_gain=31.5794 26.9353 25.4162 22.742 23.9865 34.6169 21.5344 21.3916 22.9432 17.8567 25.2374 43.5423 21.9351 50.5305 107.176 64.0268 44.443 40.5791 24.619 24.518 24.4455 21.8218 23.2203 29.3732 20.9253 25.1419 19.7119 34.2529 28.4488 26.8696 threshold=-49.499999999999993 1.0000000180025095e-35 94.500000000000014 4.5000000000000009 207.88987731933597 142.59513854980472 9.5555000305175799 38.500000000000007 10.500000000000002 24.500000000000004 35.500000000000007 2533.3342285156255 3.2575000524520878 7303.1936035156259 45.500000000000007 11.500000000000002 460.37582397460943 7.5000000000000009 7656.2912597656259 23.500000000000004 12667.155273437502 68603.160156250015 76.500000000000014 12.500000000000002 32666.960937500004 74.500000000000014 49.500000000000007 1384.018249511719 1320.400329589844 4520.4785156250009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 5 -5 9 -7 -9 12 11 -11 13 -6 15 20 -14 -18 -19 -17 -15 22 23 -20 25 26 27 -12 -28 -29 right_child=1 2 -4 4 6 7 -8 8 -10 10 24 -13 16 14 -16 19 17 18 21 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31 leaf_value=0.017403220392469058 0.030208717825027001 4.2110755605176045e-05 -0.0047244410095439301 0.0051786699829827008 -0.00036214815044340829 0.010012721147458849 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302.46912567317486 114.98641753196716 195.89356391131878 23.635654792189598 292.04509703814983 621.1234659999609 180.01083974540234 leaf_count=1173 3863 1317522 4673 1343 40264 330 2217 4106 1736 165 380 958 313 1759 4559 2408 7362 2621 1909 119 3467 1066 492 1211 473 814 110 1191 2519 761 internal_value=-2.72319e-05 -3.21937e-05 -3.46337e-05 -1.97862e-05 -0.00102958 -0.00487431 -0.000732704 -0.00716024 -0.0081752 -0.000546203 0.00229968 0.0106861 -0.000877971 -0.00150339 -0.004907 -0.00933297 0.00119269 0.000741876 0.00398426 -0.0174404 -0.00547193 0.00648621 0.0087096 0.0106165 0.000775667 -0.000242567 0.00139306 -0.00278904 0.00494894 0.000222951 internal_weight=328625 328531 328505 327468 18913.4 1355.73 17557.6 1104.57 1042.93 17021.3 1777.14 273.285 15244.2 11707.9 2939.93 1840.85 3536.24 3473.82 1736.93 593.859 1246.99 1165.17 900.937 778.849 1503.85 1388.87 1192.97 548.213 644.759 472.056 internal_count=1411884 1410711 1406848 1402175 84653 7515 77138 6172 5842 74921 7371 1123 67550 52576 12312 7753 14974 14661 7299 2527 5226 4678 3612 3120 6248 5775 4961 2332 2629 1952 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 2 3 1 0 1 0 2 2 0 0 2 2 2 2 3 2 0 1 2 1 1 2 2 2 0 split_gain=30.1144 26.1321 23.9203 21.4146 22.6603 32.8028 20.272 17.4665 24.7574 16.8093 23.876 26.2985 21.4718 22.0648 24.631 39.9956 26.3072 23.8742 67.4942 20.6456 47.6305 101.103 60.6954 41.281 38.1882 23.2033 23.1614 23.1161 20.5316 21.8452 threshold=-49.499999999999993 1.0000000180025095e-35 94.500000000000014 4.5000000000000009 207.88987731933597 135.80005645751956 9.5555000305175799 10.500000000000002 37.500000000000007 24.500000000000004 38.500000000000007 2490.8103027343755 32666.960937500004 74.500000000000014 49.500000000000007 1384.018249511719 1320.400329589844 3673.2597656250005 10057.160644531252 3.2575000524520878 7303.1936035156259 45.500000000000007 11.500000000000002 460.37582397460943 7.5000000000000009 23.500000000000004 7656.2912597656259 12667.155273437502 68603.160156250015 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 -3 5 -5 9 -7 -9 19 11 -11 13 14 15 -12 -16 -17 -19 20 -6 22 27 -21 -25 -24 -26 -22 29 -28 right_child=1 2 -4 4 6 7 -8 8 -10 10 12 -13 -14 -15 16 17 -18 18 -20 23 21 -23 25 24 26 -27 28 -29 -30 -31 leaf_value=0.017106471866713512 0.030202506055170799 4.084744166413335e-05 -0.0045838848577429763 0.0069573113518373395 -0.00035131978096241019 -0.0044232893470231458 -0.006455107378391679 0.037088920051156778 -0.014244056624164147 -0.010649143547342027 -0.026062469950778183 0.012248673975135882 0.013310348961672457 -0.0099066576662928292 0.035648208619254051 0.005648582708075247 0.003608474898428742 -0.030001441460235985 0.0084820789187502674 0.025195763739287967 -0.011197372046248256 0.0024303767966019768 -0.018320832590970174 -0.0024265036777043757 -0.0010812835477847181 0.0094381863583773724 0.010297621490140497 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-0.000624635 0.00102495 -0.00430975 0.00479834 -0.000682696 -0.00936163 -0.000851969 -0.00145892 -0.00476589 -0.00907208 0.00115686 0.000719789 -0.0169848 0.00386517 -0.00531414 0.00629168 0.00844831 internal_weight=328612 328520 328494 327458 18903.3 1352.01 17551.3 1165.98 304.908 17015.2 1775.69 370.953 1404.74 1296.95 1101.24 456.234 645.009 391.033 164.937 15239.5 11703.4 2936.35 1837.07 3536.1 3472.96 591.536 1736.73 1245.53 1165.16 900.937 internal_count=1411884 1410711 1406848 1402175 84653 7515 77138 6543 1925 74921 7371 1529 5842 5397 4583 1954 2629 1626 704 67550 52576 12312 7753 14974 14661 2527 7299 5226 4678 3612 is_linear=0 shrinkage=0.03 Tree=157 num_leaves=31 num_cat=0 split_feature=1 2 0 0 0 1 2 2 0 1 3 2 0 0 2 2 1 1 0 0 1 0 2 2 0 0 2 2 2 2 split_gain=29.2089 38.4453 25.3496 22.4537 20.9869 19.923 21.4052 31.2072 19.7332 21.077 19.3898 24.9533 17.2584 17.1184 16.6691 34.8007 18.9571 48.3799 15.1519 19.3404 14.8369 23.7508 32.8361 31.8264 29.4524 30.4864 29.6723 24.3615 21.6693 67.6635 threshold=-31.499999999999996 8542.7006835937518 1.0000000180025095e-35 94.500000000000014 53.500000000000007 4.5000000000000009 207.88987731933597 142.59513854980472 38.500000000000007 10.500000000000002 12.393000125885012 28435.229492187504 6.5000000000000009 33.500000000000007 3751.9816894531255 89063.015625000015 92.000000000000014 74.500000000000014 48.500000000000007 41.500000000000007 24.500000000000004 40.500000000000007 2490.8103027343755 32666.960937500004 74.500000000000014 49.500000000000007 1384.018249511719 1320.400329589844 3673.2597656250005 10057.160644531252 decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -1 -4 7 18 13 -10 20 -12 -13 -9 -5 -16 17 -17 19 -7 -8 22 -22 24 25 26 -23 -27 -28 -30 right_child=2 -3 3 14 -6 6 10 8 9 -11 11 12 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 -25 -26 27 28 -29 29 -31 leaf_value=0.00067073300615717597 0.030196482981783027 0.014875380363746903 3.356244355062774e-05 0.0035090446511388709 -0.031140067173488578 0.0038386452586740118 -0.00087030855355178186 0.00045989068516107438 -0.005233123287006875 -0.014969097999191799 -0.020275821327183644 0.015366211400767707 -0.0075473282303506637 0.036716573186486169 -0.013428889954572689 -0.0014962255209610622 -0.029704545273425711 0.056956021741559476 -0.00061767804605175451 0.032331815330212163 -0.010811562257563894 -0.026583966134396741 0.011444697774735162 0.014919258487981568 -0.01163691226731881 0.034151826056059723 0.0039527694624813259 0.0035006205774467079 -0.034266388407211724 0.0083517696099066358 leaf_weight=159.23691448476166 24.959188108798116 266.59231845661998 308198.0669830665 192.86859321594238 21.144068866968155 56.252661973237991 15494.950809657574 46.284376665949821 762.94447243213654 271.2768596559763 103.36417819559574 41.486215218901634 103.11998710036278 15.694074153900145 354.18819542974234 456.07345025986433 19.974436871707439 13.11030615121126 161.26393555104733 34.644428312778473 70.735996410250664 54.391690135002136 381.04662665724754 117.67833535373211 210.2124989181757 24.248610436916351 187.83293373882771 620.98557659983635 63.663187608122826 70.830748230218887 leaf_count=1001 3861 2464 1315125 880 107 291 68623 244 4106 1736 443 168 417 86 1560 1987 190 56 875 177 332 276 1536 487 876 110 767 2519 297 287 internal_value=-2.56366e-05 0.00763813 -3.60754e-05 -3.8375e-05 -0.0030581 -2.4407e-05 -0.000970056 -0.00461256 -0.00680153 -0.00778688 -0.000690117 -0.00901958 -0.00097364 0.00964074 -0.00444751 -0.00626713 -0.00108147 0.000137094 0.00490338 0.0146985 -0.000570703 0.00200607 0.00796002 1.33247e-05 -0.00141027 0.000693317 -0.00608792 0.00465253 -0.00262927 -0.0118217 internal_weight=328599 446.973 328152 328127 180.381 327091 18892.9 1348.36 1096.2 1034.22 17544.5 247.97 144.606 61.9785 1036.21 843.346 489.158 469.184 252.161 90.8971 17296.6 1801.63 451.783 1349.84 1232.17 1021.95 376.719 645.234 322.327 134.494 internal_count=1411884 3572 1408312 1404451 1108 1399778 84653 7515 6172 5842 77138 1028 585 330 4673 3793 2233 2043 1343 468 76110 7487 1868 5619 5132 4256 1627 2629 1351 584 is_linear=0 shrinkage=0.03 Tree=158 num_leaves=31 num_cat=0 split_feature=1 0 1 0 2 1 0 2 0 0 2 0 0 2 2 2 2 2 2 1 2 0 1 1 0 1 2 2 2 0 split_gain=27.7112 24.5978 21.5338 69.1538 67.4821 49.2293 31.6214 29.4266 80.9576 27.8908 31.9896 49.6556 31.3434 29.3492 27.6736 24.2073 23.9112 31.9267 20.1573 19.4482 24.7992 43.4232 24.7408 20.9159 24.0772 21.0629 18.9774 22.2355 21.9876 19.6791 threshold=-49.499999999999993 1.0000000180025095e-35 10.500000000000002 23.500000000000004 4611.3833007812509 24.500000000000004 40.500000000000007 7303.1936035156259 44.500000000000007 41.500000000000007 3673.2597656250005 26.500000000000004 38.500000000000007 444.35388183593756 5339.5974121093759 2490.8103027343755 211.06961059570315 3618.2971191406255 482.89285278320318 92.000000000000014 36319.728515625007 87.500000000000014 68.000000000000014 73.500000000000014 49.500000000000007 39.500000000000007 71819.058593750015 32666.960937500004 12925.947753906252 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 18 7 15 9 -9 10 11 13 -12 -5 -14 -7 -11 -18 -4 20 21 23 -22 24 25 -8 27 28 29 -6 right_child=1 2 3 5 26 6 19 8 -10 16 12 -13 14 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.016595987310066479 0.030190640109918194 3.6903412798543119e-06 0.025695871830282987 0.013410453194940223 -0.019929408963920699 -0.0076207815248701509 -0.010661376291628503 -0.015730587427914989 3.1478705592947269e-05 -0.013398484302674495 0.0099600447138593427 0.0013503250891906057 0.016778116874854428 -0.022690785691204321 -0.038515062911320438 0.011107227667483628 -0.00072460971480502732 -0.0098846771174380937 -0.012791985666563222 -0.028283804768819896 0.0034811339115118994 -0.026433221332133515 0.030283766141767549 -0.023057179576405289 0.0030126911813470754 0.0039254136982060555 -0.0018066087429435807 0.022075306559447481 -0.0038628979634185139 0.015290686367897249 leaf_weight=90.255155788734555 24.239071991760284 321655.01242526807 13.252586528658865 23.645777076482773 15.123943671584128 74.222068846225739 275.78793892264366 653.0422220826149 532.34453877061605 279.41778118908405 372.95399668812752 516.49046203494072 12.464380234479902 141.84830643236637 23.515357911586761 380.84823073446751 1003.2183464169502 519.93103878200054 161.39553548395634 23.12322036921978 115.41899335384369 61.914601683616638 42.375573314726353 36.524822369217873 798.88615979254246 131.60781095921993 86.483263969421387 176.01232919096947 89.105703473091125 255.25219990313053 leaf_count=1173 3863 1376050 71 127 61 351 1242 2789 2212 1797 1505 2656 52 656 110 1536 4708 2601 771 210 480 267 178 149 3283 553 349 705 357 1022 internal_value=-2.48727e-05 -2.94393e-05 -3.16694e-05 -0.00170029 0.00660613 -0.00279955 0.00113359 -0.00467092 -0.00865201 -0.00303997 0.000746117 -0.00323192 0.00738034 -0.0175326 -0.01936 0.00805269 -0.00533132 -0.00385142 -0.00987146 -0.000985811 -0.000554214 -0.00191277 0.010679 -0.000691198 -1.39823e-05 -0.00594916 0.011233 0.0133389 0.00906127 0.0133206 internal_weight=328586 328495 328471 6816.21 796.626 6019.58 1940.71 4078.87 1185.39 2893.49 1090.92 681.985 408.934 165.494 35.9797 455.07 1802.57 1523.15 174.648 1485.64 1462.52 1304.72 157.795 1242.81 1206.28 407.396 621.977 535.494 359.482 270.376 internal_count=1411884 1410711 1406848 30798 3336 27462 8249 19213 5001 14212 5106 3439 1667 783 162 1887 9106 7309 842 6362 6152 5494 658 5227 5078 1795 2494 2145 1440 1083 is_linear=0 shrinkage=0.03 Tree=159 num_leaves=31 num_cat=0 split_feature=1 2 0 0 0 1 0 2 1 0 2 0 0 2 0 0 2 2 2 2 2 2 0 2 1 0 2 2 2 2 split_gain=26.9584 36.363 23.8609 21.104 19.3813 18.1121 63.8413 63.5443 49.7139 27.434 26.8126 79.5771 26.3405 30.1083 47.0503 29.594 28.275 26.4577 22.8275 30.4327 22.7895 21.3265 37.3404 18.9169 18.3622 19.9955 20.6766 20.5866 64.298 17.8588 threshold=-31.499999999999996 8542.7006835937518 1.0000000180025095e-35 94.500000000000014 53.500000000000007 10.500000000000002 23.500000000000004 4611.3833007812509 24.500000000000004 40.500000000000007 7303.1936035156259 44.500000000000007 41.500000000000007 3673.2597656250005 26.500000000000004 38.500000000000007 415.59368896484381 5339.5974121093759 211.06961059570315 3618.2971191406255 2490.8103027343755 32666.960937500004 90.500000000000014 482.89285278320318 73.500000000000014 49.500000000000007 1384.018249511719 3673.2597656250005 10057.160644531252 71819.058593750015 decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 -1 -4 7 23 10 20 12 -12 13 14 16 -15 -8 -17 -14 -20 -10 22 24 -7 25 26 -11 -28 -29 -9 right_child=2 -3 3 -5 -6 6 8 29 9 21 11 -13 18 15 -16 17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.00060490360268022599 0.030184969624754428 0.014479972978712117 9.5790028714147057e-06 -0.0043134159695840885 -0.029779284812486671 0.024603593166878455 0.029904393104327257 0.012940848952399114 -0.0074116013365870571 -0.019168081271867445 -0.015314504914328786 0.00048877031605005854 -0.013105586060738562 0.0096539977124025164 0.0013090629234116214 0.016223498089821646 -0.020403389081134177 -0.03792641081716687 -0.00069445905448650594 -0.0096525354824258704 0.010780212391967746 0.010749757243308929 -0.035822997437047574 -0.012468642128084547 -0.020617960390590037 0.0023251969540135937 0.004013813606653524 -0.033519565938493374 0.0081891805032959161 -0.0017526929922775897 leaf_weight=158.99712412245572 23.51450867112726 263.12036358378828 320351.1923096776 1034.9791393429041 21.442341923713684 13.423035159707068 10.758468702435492 535.40657639503479 74.030314430594444 83.224196165800095 650.69726087152958 512.74688370525837 277.12777449190617 373.22959168255329 516.78281600773335 12.503169178962706 153.73205074667931 23.169176399707794 1002.7829890549183 517.42933616042137 380.6324156075716 133.77464094758034 28.450309947133064 160.62533603608608 41.796817794442177 810.26714743673801 187.7872606664896 62.706653475761414 70.849289044737816 86.469531148672104 leaf_count=1001 3861 2464 1369460 4673 107 71 58 2145 351 435 2789 2127 1797 1505 2656 52 725 110 4707 2598 1536 556 127 771 172 3330 767 297 287 349 internal_value=-2.41335e-05 0.0073668 -3.41244e-05 -3.62901e-05 -0.00300577 -2.27557e-05 -0.0015641 0.00641334 -0.00263583 0.00140513 -0.00450473 -0.00834977 -0.00295547 0.0007236 -0.00313887 0.00715888 -0.017113 -0.0189468 -0.00518701 -0.00374349 0.00781814 -0.00064987 -0.00183655 -0.00960954 -0.00106709 -0.000394438 -0.00584132 -0.00238984 -0.0113937 0.0108978 internal_weight=328574 443.56 328130 328107 180.439 327072 6720.4 795.924 5924.48 1873.52 4050.96 1163.44 2887.52 1090.18 681.273 408.902 164.491 35.6723 1797.34 1520.21 454.663 1418.86 1285.08 174.048 1256.63 1214.83 404.567 321.343 133.556 621.876 internal_count=1411884 3572 1408312 1404451 1108 1399778 30318 3336 26982 7858 19124 4916 14208 5106 3439 1667 783 162 9102 7305 1887 5971 5415 842 5288 5116 1786 1351 584 2494 is_linear=0 shrinkage=0.03 Tree=160 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 2 2 0 2 1 2 0 1 1 0 2 2 0 0 1 1 1 1 1 0 2 1 2 0 2 split_gain=23.1287 20.39 38.1469 26.6841 61.9195 93.7906 43.9426 36.8324 35.7476 33.4756 33.1331 29.726 40.8625 45.7823 28.6717 49.8402 24.7147 19.9731 19.1986 19.6781 35.7911 18.9057 20.1388 29.4808 66.9797 59.8376 32.1775 27.7164 26.0343 18.8159 threshold=1.0000000180025095e-35 -4.4999999999999991 4.5000000000000009 51.500000000000007 4814.8464355468759 1846.5046997070315 211.06961059570315 14.500000000000002 24919.096679687504 -11.499999999999998 1116.587829589844 15.500000000000002 -31.499999999999996 -6.4999999999999991 38.500000000000007 7836.1462402343759 16437.536132812504 1.5000000000000002 12.500000000000002 -10.499999999999998 -12.499999999999998 82.000000000000014 34.500000000000007 10.500000000000002 23.500000000000004 5339.5974121093759 18.500000000000004 503.44865417480474 41.500000000000007 1384.018249511719 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 17 4 5 6 -4 18 10 -10 -5 16 -13 -14 -15 -16 -6 -2 -7 20 -20 22 23 -3 25 27 -26 -25 -28 -12 right_child=1 21 3 8 11 7 -8 -9 9 -11 29 12 13 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 26 -27 28 -29 -30 -31 leaf_value=0.030179474472870657 0.029356590230611192 -1.0531375440786166e-05 0.0059952575919337064 0.0014823499853807167 0.00787273916759809 0.0015042011152544507 -0.0017838267698507685 0.0077407958379690518 0.024046772477321125 0.0020938854072753629 -0.028216315537455974 0.016008527960711234 -0.0051752179245022501 0.0038149559534526242 -0.02401322277336999 0.0008477072226078427 -2.5708120233481125e-05 0.0075991043180872143 0.012091158303274726 0.0059083259013962544 -0.039822204602443706 -0.019269890803734348 0.0043122643104519269 0.024545101246905704 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-0.00179711 0.00717702 -0.00302689 -0.000930278 -0.00227453 -0.0027559 0.00142708 -0.00581602 0.00248812 0.00958878 -0.00286338 -0.0150384 -0.0248937 -4.01267e-05 -3.72905e-05 -5.06497e-05 -0.00217742 0.00592872 -0.00346907 -0.00891614 -0.000486334 -0.0056062 internal_weight=328474 328451 16479.3 16022.2 13107 7285 3782.49 3502.51 2915.22 351.342 2563.88 5822.02 4178.76 4071.56 1491.97 369.914 1643.26 457.034 324.939 85.7908 58.3414 311971 311925 310970 5757.38 791.308 4966.07 186.716 1966.27 1630.96 internal_count=1411525 1407655 80303 75138 61658 34879 17559 17320 13480 1712 11768 26779 18336 17705 6387 1521 8443 5165 1649 413 283 1327352 1327038 1323100 26402 3327 23075 902 8800 7576 is_linear=0 shrinkage=0.03 Tree=161 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 2 2 2 2 1 0 1 1 0 1 0 0 2 2 1 0 2 1 3 2 0 1 2 2 0 split_gain=22.4418 19.208 36.218 25.4508 51.0246 75.6699 45.1955 33.3586 36.8273 32.9926 27.7502 26.6984 30.3661 29.7874 27.1841 26.4154 23.6955 45.2997 21.6002 23.1916 21.5933 20.9678 25.8788 49.4866 20.6174 19.6888 18.482 18.1544 18.0741 31.3293 threshold=1.0000000180025095e-35 -4.4999999999999991 4.5000000000000009 54.500000000000007 4814.8464355468759 1682.390319824219 211.06961059570315 25796.883789062504 1116.587829589844 -11.499999999999998 14.500000000000002 -40.499999999999993 -6.4999999999999991 16.500000000000004 -29.499999999999996 48.500000000000007 37.500000000000007 8007.5161132812509 3997.433227539063 -24.499999999999996 44.500000000000007 20021.907226562504 -36.499999999999993 7.7119998931884775 16437.536132812504 1.5000000000000002 95.500000000000014 1896.9642333984377 113.878231048584 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 25 4 5 6 -4 8 -5 -9 -7 -6 13 21 -15 -12 24 20 19 -10 -18 22 23 -13 -14 -2 28 -17 29 -3 right_child=1 26 3 7 11 10 -8 9 18 -11 15 12 16 14 -16 27 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030174138695196414 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77.420289874076843 328.74519675970078 544.47088131308556 606.49779516458511 42.735089257359505 655.48582556843758 441.47330389916897 11.177900582551954 775.43413390219212 413.07016517221928 13.255024045705794 545.01805998384953 308510.49281035922 30.955745846033096 leaf_count=3870 1805 14573 4580 3255 940 1760 13232 396 209 1149 14630 58 3992 474 11219 527 312 1367 2483 2790 180 3273 2308 68 3295 3360 156 2641 1312480 143 internal_value=1.58231e-05 1.37841e-05 0.00101236 0.000775541 0.00125726 0.00285437 -0.000139849 -0.00219384 -0.00367985 0.0068449 0.00576852 -0.0008296 -0.00111293 -0.00271985 -0.00445106 0.00654727 0.00179114 -0.00431497 -0.00692332 -0.0106227 -0.0200785 0.00138745 0.00627891 -0.0262781 0.00346528 0.00937079 -3.89263e-05 0.00108597 -3.74211e-05 0.00212472 internal_weight=328454 328432 16467.2 16013.5 13778.2 7804.96 3849.59 2235.23 1919.63 315.596 3955.37 5973.28 5856.41 3770.23 2652.29 3608.76 2086.18 448.901 1192.84 648.371 120.155 1117.94 462.45 20.9767 1637.28 453.716 311965 652.884 311952 3441.22 internal_count=1411525 1407655 80303 75138 64856 37370 17812 10282 8737 1545 19558 27486 26546 17400 11693 17798 9146 1859 5482 2999 492 5707 2434 126 7287 5165 1327352 3168 1327196 14716 is_linear=0 shrinkage=0.03 Tree=162 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 0 0 0 1 2 2 2 0 0 2 0 1 1 2 0 1 0 0 1 2 0 1 0 2 2 split_gain=21.7754 18.355 29.7731 18.47 21.9691 22.8195 19.3618 26.1281 18.696 18.2795 43.4392 34.5341 50.2183 28.8616 52.6154 47.0906 31.505 59.6814 32.1195 66.8262 49.6858 36.1843 32.095 30.1143 26.2761 42.5608 31.8108 31.9842 21.1628 19.8953 threshold=1.0000000180025095e-35 -1.4999999999999998 21.500000000000004 83842.167968750015 55.500000000000007 7.5000000000000009 56.500000000000007 74.500000000000014 -5.4999999999999991 731.32192993164074 3673.077514648438 2321.0456542968755 28.500000000000004 38.500000000000007 24156.202148437504 48.500000000000007 -8.4999999999999982 -2.4999999999999996 6514.3598632812509 15.500000000000002 -30.499999999999996 16.500000000000004 12.500000000000002 -12.499999999999998 211.06961059570315 31.500000000000004 -8.4999999999999982 36.500000000000007 3673.2597656250005 2661.5908203125005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 5 -5 9 -8 -6 24 11 -11 29 16 15 -15 18 -18 21 -20 -21 22 -12 -24 26 -26 -2 -28 -19 -13 right_child=1 -3 -4 4 8 -7 7 -9 -10 10 13 12 -14 14 -16 -17 17 28 19 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.030168963431185709 0.0098386665502651471 -8.9544626585395625e-05 0.0048283398629051545 0.0023329449279415539 0.025903191712782964 -0.0049830073481826392 -0.0019797919002078829 0.0019644407157163105 0.0026692058695016417 0.0012864733812392242 0.0063649870241162757 0.0049787821776468401 0.0061502942460741877 -0.0045285046497084286 0.007854653157514992 0.0015452264226503702 0.0034378911461433893 -0.0062039410389740516 0.0038417301889286282 0.015549629782883313 -0.0094093478301011269 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1.33845e-05 0.00050207 0.000393671 -0.00216379 -0.00325007 0.000510277 -0.00089426 0.00532455 0.000742999 0.00112452 0.00269485 0.00476462 0.00035987 -0.00150742 -0.00241737 0.000995158 0.00157911 -0.00197675 -0.00399653 -0.00793912 0.00335743 -0.00993695 -0.0219579 -0.00019989 -0.00114361 0.00170223 0.000896801 -0.000537096 -0.00279018 internal_weight=328441 328420 57138.4 55741.8 2430.68 2122.74 53311.1 7577.72 307.931 45733.4 32559.1 10662.3 4317.38 21896.8 5558.6 5066.18 16338.2 13655.1 2683.12 1946.2 1294.88 736.922 147.402 84.8408 13174.2 8805.48 4368.75 3975.24 6385.39 669.146 internal_count=1411525 1407655 256873 244137 10371 8847 233766 32369 1524 201397 145450 48722 19805 96728 23698 21634 73030 59695 13335 9524 5742 3811 762 415 55947 37548 18399 16482 27236 3090 is_linear=0 shrinkage=0.03 Tree=163 num_leaves=31 num_cat=0 split_feature=0 1 1 1 3 2 0 0 0 0 1 2 2 2 0 0 2 0 1 1 2 0 1 0 0 1 2 0 1 0 split_gain=21.1288 17.895 17.4546 16.0881 25.6189 18.4224 21.2256 20.0628 17.9714 24.579 17.8755 16.8706 41.8081 32.8705 46.2368 26.5456 49.4376 44.3017 33.1605 56.2253 32.7374 60.6179 37.2546 34.1742 30.6278 26.9564 24.7767 39.9267 30.0933 30.1678 threshold=1.0000000180025095e-35 95.500000000000014 -52.499999999999993 -1.4999999999999998 21.500000000000004 83842.167968750015 55.500000000000007 7.5000000000000009 56.500000000000007 74.500000000000014 -5.4999999999999991 731.32192993164074 3673.077514648438 2321.0456542968755 28.500000000000004 38.500000000000007 24156.202148437504 48.500000000000007 -8.4999999999999982 -2.4999999999999996 6514.3598632812509 15.500000000000002 -30.499999999999996 16.500000000000004 12.500000000000002 -12.499999999999998 211.06961059570315 31.500000000000004 -8.4999999999999982 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 5 8 7 -7 11 -10 -8 26 13 -13 -15 18 17 -17 20 -20 23 -22 -23 24 -14 -26 28 -28 -4 -30 right_child=1 -3 3 -5 -6 6 10 -9 9 -11 -12 12 15 14 -16 16 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6340.6123048663139 61.738662488758564 669.01917884498835 3640.0623675957322 3306.9555334448814 491.75191932916641 1760.0949926823378 7262.7577019184828 6386.1803087741137 624.52730657160282 65.163469567894936 1220.8282329887152 586.40414982289076 29.518797770142555 55.666764140129089 4736.7479268237948 4068.6354574710131 401.17363043129444 3573.1976196169853 leaf_count=3870 1045 156 1917 1150626 12160 2225 179 6547 23465 8904 1345 28902 341 3084 16709 13684 2063 7949 32459 27236 3528 367 5296 3038 155 257 20598 16938 1724 14758 internal_value=1.49154e-05 1.29949e-05 1.43843e-05 1.11207e-05 0.000469079 0.000369298 -0.00219058 -0.00326182 0.000485638 -0.000867249 0.0051777 0.000710144 0.0010772 0.00261845 0.00464021 0.000326043 -0.00146408 -0.00234544 0.000936801 0.00153247 -0.00213834 -0.00420657 -0.00793051 0.00324995 -0.00968823 -0.021349 -0.000195563 -0.00111179 0.00165219 0.000870116 internal_weight=328418 328397 328384 328311 57043.6 55672.3 2420.18 2112.99 53252.1 7579.2 307.199 45672.9 32501.3 10649.7 4309.08 21851.6 5558.8 5067.05 16292.8 13648.9 2643.85 1910.52 1285.99 733.328 146.924 85.1856 13171.6 8805.38 4366.25 3974.37 internal_count=1411525 1407655 1407499 1406454 255828 243668 10296 8772 233372 32369 1524 201003 145068 48695 19793 96373 23696 21633 72677 59695 12982 9191 5663 3791 753 412 55935 37536 18399 16482 is_linear=0 shrinkage=0.03 Tree=164 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 0 0 2 0 0 2 0 2 0 2 0 2 0 2 3 2 1 1 1 1 2 2 0 1 split_gain=20.5016 17.2797 16.6163 15.4055 30.6361 22.8832 44.6179 37.2091 39.5853 24.7665 38.3084 82.6682 83.3275 63.3796 47.0983 47.0969 77.6202 67.8933 64.6195 52.3906 42.4953 37.9559 37.5872 36.9552 34.7583 34.4362 32.7323 29.5987 31.6563 28.3993 threshold=1.0000000180025095e-35 95.500000000000014 -52.499999999999993 113.878231048584 78.500000000000014 444.35388183593756 21.500000000000004 12.500000000000002 356.29209899902349 47.500000000000007 60.500000000000007 271.27960205078131 66.500000000000014 177.71882629394534 73.500000000000014 271.27960205078131 51.500000000000007 216.75743103027347 55.500000000000007 374.68469238281256 1.0205000042915346 135.80005645751956 1.0000000180025095e-35 7.5000000000000009 1.5000000000000002 1.5000000000000002 310.97680664062506 157.04295349121097 68.500000000000014 -4.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 -4 6 7 -5 -9 -8 13 27 -13 21 -14 17 19 18 22 -17 -19 -11 29 -24 -22 -18 -16 28 -12 -15 right_child=1 -3 3 5 -6 -7 9 8 -10 10 11 12 14 15 26 16 25 20 -20 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030159070677496805 0.014396604441354287 -0.035111762050442349 0.0022322813016791752 -0.0065471869822719088 -0.027734868941991658 0.00010710935927558622 -0.0012096914696064693 0.0030232945342956088 0.013892294411878723 -0.012577306847950481 0.012707069125568904 0.006764907213181153 -0.0039542278831922574 0.01150068489304527 0.019109144626874935 -0.019312706780810585 0.0068625470032039997 -0.015047542585583896 -0.0018865369048749621 0.0070716157637328659 0.0072956174896591864 -0.00056912529251804068 0.010089007805949787 -0.01293733284533629 0.016998516903549699 -0.012427073093382255 0.0019274698986604943 -0.0067625576949493513 -0.0051610168883603107 -0.0012329342648721082 leaf_weight=20.304094828665257 72.277755494229496 12.605082452297209 3534.6828169226646 275.54291313141584 30.972363099455833 266391.4121727813 34479.989423289895 1455.3471896350384 380.40301595628262 245.33406482636929 154.13509793579578 1463.7400699406862 2425.9993898421526 194.65163096785545 116.4753791987896 303.61809872090816 509.03951010107994 62.88253316283226 2008.7148804664612 87.183035716414452 1154.5284390896559 6892.0214798748493 1214.7093616873026 66.144700974225998 466.54856640100479 99.5889632999897 696.60731035470963 2538.5310516506433 211.94242849946022 828.86607407033443 leaf_count=3870 1045 156 15171 1280 144 1144248 145314 6384 1738 1048 654 6173 10216 895 489 1389 2090 265 8601 392 4732 29379 5055 371 2006 460 2923 10790 902 3345 internal_value=1.44797e-05 1.26158e-05 1.39641e-05 1.07976e-05 0.00197198 -1.07373e-05 -0.000548916 0.00373259 0.00527556 -0.000709701 8.32466e-05 -0.00163323 0.000824515 0.00100713 -0.00185995 0.00303619 -0.00299316 0.004041 0.00204648 -0.0134267 0.00914951 -0.000981885 0.00547488 0.0088999 0.0100881 0.00370622 0.00438877 -0.00561253 0.00236225 0.00118873 internal_weight=328395 328374 328362 328290 3565.66 324724 58332.5 2111.29 1835.75 56221.3 21741.3 7607.43 4702.82 14133.8 3239.08 6996.48 999.43 5997.05 4313.09 390.801 1683.96 7137.36 2304.37 1280.85 1621.08 608.628 813.083 2904.61 366.078 1023.52 internal_count=1411525 1407655 1407499 1406454 15315 1391139 246891 9402 8122 237489 92175 32147 19801 60028 13628 29601 4331 25270 18267 1781 7003 30427 9666 5426 6738 2550 3412 12346 1556 4240 is_linear=0 shrinkage=0.03 Tree=165 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 0 0 2 2 2 0 2 0 1 2 0 2 0 2 2 0 2 2 2 0 0 0 2 2 split_gain=25.2729 25.1052 34.699 22.6126 128.063 145.535 101.178 85.732 86.3002 77.9406 49.5932 327.285 150.256 232.811 86.1218 77.6842 182.514 152.393 66.8916 59.6183 57.9852 68.098 93.5927 62.0966 54.6901 46.2272 56.3864 45.1044 37.777 37.2313 threshold=94.500000000000014 4086.971069335938 94085.273437500015 35052.082031250007 57.500000000000007 6.5000000000000009 80.500000000000014 63.500000000000007 56232.490234375007 99992.636718750015 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 71819.058593750015 3.5000000000000004 65050.789062500007 3.5000000000000004 56232.490234375007 54479.306640625007 4.5000000000000009 47442.083984375007 58311.849609375007 89063.015625000015 88.500000000000014 80.500000000000014 2.5000000000000004 47442.083984375007 50102.638671875007 decision_type=2 2 2 2 2 2 2 2 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 6 5 10 -1 -6 25 -7 11 14 24 -14 -5 16 17 -13 -17 29 21 22 -18 -22 -12 26 -9 -26 -23 -16 right_child=1 2 -4 4 7 9 -8 8 -10 -11 12 15 13 -15 19 18 20 -19 -20 -21 23 28 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=2.7301568294162669e-05 0.0050546110617431242 -0.013913456753153369 -0.0016354266585234013 -0.00042580771160606162 0.014701198216521503 -0.0002803291425698735 -0.0034516860806144442 -0.0035795849142512101 0.00609886468757731 -0.0040770129756952864 -0.00095321824860759082 -0.014051308831009253 0.0090378962315331105 -0.0015070536785527931 -0.012928680395551919 0.020883994126415319 -0.0081322928366493914 0.0082073198888046057 -0.017201326395822985 -0.0037637657250399279 0.022245690318003268 0.011020734470089574 0.0087720826425552179 0.0020177376905994109 -0.015893600650541365 -0.019094924235581495 0.0080049436458324782 0.0056983745217480354 -0.022705531318188133 -0.035099607321117957 leaf_weight=276341.4919956089 194.94373931735754 361.98586650937796 484.33508058637381 233.65376518666744 673.48614436388016 13689.466643258929 7734.0977044701576 1384.5824453830719 3730.776787802577 7550.2056124284863 533.77153359726071 676.4827993735671 2977.8385784160346 5131.3757497519255 93.856259256601334 485.78776794672012 524.2361168935895 468.57667610794306 45.38220003247261 111.32146809995174 493.17497463524342 1890.6063472032547 673.43911787867546 188.9035849198699 721.8611492626369 127.20310886204243 520.22693033516407 99.014876648783684 30.370653882622719 249.06882380694151 leaf_count=1176465 891 1594 2214 2085 2829 55323 32389 5733 15823 30574 2583 3214 25219 22121 555 3128 2456 2423 205 566 2548 8830 3309 918 3207 525 2142 456 139 1120 internal_value=1.50891e-05 -0.00465127 -0.00688695 2.99309e-05 0.000668517 -1.31239e-05 -6.74156e-05 0.00457311 0.00338946 -0.00162996 0.00218418 0.00427802 0.000820235 0.00236523 -0.0152262 0.00672773 0.00555684 -0.00494272 0.0176301 -0.0228392 0.00872008 0.00698716 0.00137284 0.0166435 -0.00842843 -0.00158502 -0.000415707 -0.0132892 0.0104875 -0.0290316 internal_weight=328422 1041.26 846.321 327380 43304.7 36868.4 284076 6436.28 5762.79 21239.7 15628.7 6164.86 9463.86 8109.21 687.9 5476.96 4945.79 1145.06 531.17 454.247 3800.73 3118.65 1197.68 682.079 1354.65 2032.01 1904.81 820.876 1920.98 342.925 internal_count=1411584 4699 3808 1406885 198031 170979 1208854 27052 24223 85897 85082 31496 53586 47340 4326 27170 23837 5637 3333 2241 18200 14734 5765 3466 6246 8400 7875 3663 8969 1675 is_linear=0 shrinkage=0.03 Tree=166 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 0 0 2 2 2 0 2 0 1 2 0 2 0 2 2 0 2 2 2 0 0 0 2 split_gain=23.7946 23.6407 32.7636 21.5859 21.3021 120.612 137.109 95.2114 81.0238 81.3277 73.3705 46.9106 309.19 141.441 219.911 82.0445 74.3548 172.309 143.052 63.6417 57.1233 55.3334 64.4554 88.1462 59.4279 51.4988 43.3978 53.0842 42.4308 35.8059 threshold=94.500000000000014 4086.971069335938 94085.273437500015 98.500000000000014 35052.082031250007 57.500000000000007 6.5000000000000009 80.500000000000014 63.500000000000007 56232.490234375007 99992.636718750015 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 71819.058593750015 3.5000000000000004 65050.789062500007 3.5000000000000004 56232.490234375007 54479.306640625007 4.5000000000000009 47442.083984375007 58311.849609375007 89063.015625000015 88.500000000000014 80.500000000000014 2.5000000000000004 50102.638671875007 decision_type=2 2 2 2 2 2 2 2 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 11 -1 -7 26 -8 12 15 25 -15 -6 17 18 -14 -18 29 22 23 -19 -23 -13 27 -10 -27 -17 right_child=1 2 -4 -5 5 8 10 -9 9 -11 -12 13 16 14 -16 20 19 21 -20 -21 -22 24 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=2.64825513564855e-05 0.0081965165846498034 -0.013523793466595569 -0.0015862921834802954 -0.025315312861118044 -0.00041291758284625407 0.014301485875429419 -0.00027191971068244852 -0.0033485903756975801 -0.0034703819348304529 0.0059233046653627457 -0.0039559922669771654 -0.00092443038285019887 -0.013585400469111946 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2214 100 2085 2829 55323 32389 5733 15823 30574 2583 3214 25219 22121 555 3128 2456 2423 205 566 2548 8969 3309 918 3207 525 2142 456 1120 internal_value=1.46565e-05 -0.00451449 -0.00668613 0.00490018 2.90553e-05 0.000649162 -1.25995e-05 -6.53935e-05 0.0044403 0.00329028 -0.00158125 0.00212287 0.00416337 0.000796553 0.002297 -0.0148388 0.00654626 0.00540314 -0.00479055 0.0172666 -0.0223136 0.00848611 0.00679427 0.00133299 0.0162553 -0.00817672 -0.00153709 -0.000403151 -0.0128952 -0.0284217 internal_weight=328383 1040.66 845.611 195.053 327342 43267.6 36837.4 284074 6430.15 5758.58 21237.2 15600.2 6145.54 9454.66 8100.2 684.784 5460.76 4934.58 1145.86 526.179 451.066 3788.72 3111.21 1196.8 677.507 1354.46 2032.4 1904.94 820.58 339.827 internal_count=1411584 4699 3808 891 1406885 198031 170979 1208854 27052 24223 85897 85082 31496 53586 47340 4326 27170 23837 5637 3333 2241 18200 14734 5765 3466 6246 8400 7875 3663 1675 is_linear=0 shrinkage=0.03 Tree=167 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 0 2 0 2 2 0 2 0 1 2 0 2 0 2 2 2 0 2 2 3 2 2 1 split_gain=22.4078 22.261 30.937 20.4339 20.1402 116.016 133.201 86.3145 66.1841 59.4405 71.7683 49.5737 285.141 133.147 207.711 79.5628 66.9828 125.267 110.779 60.5507 55.2589 52.5904 56.8719 56.6366 77.7285 48.5002 48.4034 150.884 60.1586 42.4347 threshold=94.500000000000014 4086.971069335938 94085.273437500015 98.500000000000014 36319.728515625007 56.500000000000007 6.5000000000000009 80.500000000000014 99992.636718750015 63.500000000000007 56232.490234375007 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 71819.058593750015 3.5000000000000004 65050.789062500007 3.5000000000000004 56232.490234375007 54479.306640625007 58311.849609375007 4.5000000000000009 47442.083984375007 89063.015625000015 17.333499908447269 13515.104003906252 33836.650390625007 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=4 3 -3 -2 7 6 11 26 -8 -7 -11 12 15 25 -15 -6 17 18 -14 -18 -17 23 -23 24 -19 -13 -1 -28 -29 -30 right_child=1 2 -4 -5 5 9 8 -9 -10 10 -12 13 16 14 -16 20 19 21 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=8.54269509291469e-05 0.0079454615836855019 -0.0131452776841654 -0.0015386377871231707 -0.024805878600249149 6.6132366158767975e-05 0.012499184922893146 -0.00030120270695610155 -0.003178344983740439 -0.0038345731781257494 -0.0014593371501511545 0.0057526865586417422 -0.00089651654812920975 -0.01155605978629246 0.0085641170164904717 -0.0014171887326078748 -0.028084026888638799 0.020082732877052159 -0.0071867689606164332 0.0077680857420416635 -0.016035540790136801 -0.0035466414372139882 0.02131824834173035 0.0019012384536919258 0.010200519108577003 0.0083055320579380025 -0.012513805842110112 0.0011155603334880326 -0.0066344757716543705 -0.0055400051670033458 -0.028842547204708004 leaf_weight=271211.50364086591 175.97936789691448 360.51841875910759 484.37690555676818 18.99557039141655 229.66562819294631 720.98704777657986 13032.811487779021 7781.5422769337893 7526.3765232041478 1863.6930576264858 3721.6660164445639 533.98721384629607 625.46293065696955 2957.1682254169136 5134.2176677435637 321.53810745477676 475.47107819095254 516.31529298424721 465.85468740016222 45.797917082905769 111.157191157341 484.3500490039587 188.63473822176456 1608.7381528168917 669.29626435041428 820.22208728082478 3837.9863152746111 2109.047699932009 107.58358885720372 203.12629758566618 leaf_count=1148406 791 1594 2214 100 2062 3045 52655 32593 30494 7700 15823 2583 2969 25219 22121 1608 3128 2412 2423 205 566 2548 918 7599 3309 3663 19626 11813 569 828 internal_value=1.42351e-05 -0.00438262 -0.00649121 0.00475464 2.82042e-05 0.000641104 -2.07274e-05 -6.21533e-05 -0.00159471 0.00439265 0.00334622 0.00210991 0.00430812 0.000773541 0.00223069 -0.0142054 0.00672207 0.00555718 -0.00330709 0.0169094 -0.0217805 0.00834714 0.0158757 0.00653397 0.00155888 -0.00793292 2.52394e-05 -0.0025833 -0.00845007 -0.020774 internal_weight=328344 1039.87 844.895 194.975 327304 42053.4 35747.1 285251 20559.2 6306.35 5585.36 15187.9 5742.28 9445.6 8091.39 662.361 5079.92 4558.65 1091.32 521.269 432.695 3467.33 672.985 2794.35 1185.61 1354.21 277469 6257.74 2419.76 310.71 internal_count=1411584 4699 3808 891 1406885 193050 166482 1213835 83149 26568 23523 83333 29747 53586 47340 4236 25511 22178 5392 3333 2174 16786 3466 13320 5721 6246 1181242 32836 13210 1397 is_linear=0 shrinkage=0.03 Tree=168 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 2 0 0 0 0 2 2 2 0 2 0 1 2 0 2 0 2 2 0 2 2 2 0 0 0 split_gain=21.102 20.962 29.2128 19.6573 19.3442 19.1962 107.189 122.275 84.2928 73.2733 72.2712 65.0111 42.4371 276.523 125.31 196.172 74.4002 67.8215 154.608 126.412 57.6102 52.5016 49.9624 58.5879 78.2316 54.4231 45.6329 40.7107 50.0336 39.9794 threshold=94.500000000000014 4086.971069335938 94085.273437500015 1.0000000180025095e-35 98.500000000000014 35052.082031250007 57.500000000000007 6.5000000000000009 80.500000000000014 63.500000000000007 56232.490234375007 99992.636718750015 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 71819.058593750015 3.5000000000000004 65050.789062500007 3.5000000000000004 56232.490234375007 54479.306640625007 4.5000000000000009 47442.083984375007 58311.849609375007 89063.015625000015 88.500000000000014 80.500000000000014 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 4 -3 -1 -2 8 7 12 -5 -8 27 -9 13 16 26 -16 -7 18 19 -15 -19 -18 23 24 -20 -24 -14 28 -11 -28 right_child=1 2 -4 5 -6 6 9 11 -10 10 -12 -13 14 17 15 -17 21 20 22 -21 -22 -23 25 -25 -26 -27 29 -29 -30 -31 leaf_value=0.030154325107889766 0.0077024238754035074 -0.012777522477659743 -0.0014924177320359468 2.2424461419974756e-05 -0.024306553586333827 -0.00039943733918860075 0.013596574810043279 -0.00025739274368670353 -0.0031536510803382915 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721.25309989228845 127.69565010070801 519.19110511243343 99.046083137392998 leaf_count=3828 791 1594 2214 1172637 100 2085 2829 55323 32389 5733 15823 30574 2583 3214 25219 22121 1675 3128 2456 2423 205 566 2548 8969 3309 918 3207 525 2142 456 internal_value=1.38243e-05 -0.00425465 -0.00630202 2.73766e-05 0.00461355 2.55822e-05 0.000614795 -9.5202e-06 -6.40181e-05 0.00419208 0.00309957 -0.00148964 0.00201215 0.0039606 0.000751145 0.00216624 -0.0140997 0.00621683 0.00512971 -0.00451428 0.0165585 -0.0213056 0.00806659 0.00646128 0.00125515 0.0155045 -0.00769389 -0.00144805 -0.000349084 -0.0121372 internal_weight=328306 1039.07 844.175 327267 194.892 327248 43195.2 36776.8 284053 6418.37 5750.35 21232.2 15544.7 6107.53 9437.15 8082.76 678.264 5429.26 4912.82 1146.85 516.442 444.481 3765.97 3097.45 1194.94 668.515 1354.39 2033.13 1905.43 820.299 internal_count=1411584 4699 3808 1406885 891 1403057 198031 170979 1205026 27052 24223 85897 85082 31496 53586 47340 4326 27170 23837 5637 3333 2241 18200 14734 5765 3466 6246 8400 7875 3663 is_linear=0 shrinkage=0.03 Tree=169 num_leaves=31 num_cat=0 split_feature=1 0 2 0 0 0 2 0 2 1 0 0 2 2 2 0 2 0 1 2 0 2 0 2 2 2 0 2 0 0 split_gain=20.9179 19.0875 15.4659 80.6886 78.5804 119.167 58.7455 54.492 63.3668 45.8339 49.3863 45.3976 141.821 56.4461 44.5716 254.742 117.968 185.26 72.3821 61.2576 111.315 97.2719 54.812 50.9097 47.8062 52.0762 50.7457 68.8554 44.4302 56.4026 threshold=82.000000000000014 1.0000000180025095e-35 36319.728515625007 80.500000000000014 55.500000000000007 6.5000000000000009 99992.636718750015 64.500000000000014 52483.353515625007 68.000000000000014 97.500000000000014 5.5000000000000009 13515.104003906252 33836.650390625007 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 71819.058593750015 3.5000000000000004 65050.789062500007 3.5000000000000004 56232.490234375007 54479.306640625007 58311.849609375007 4.5000000000000009 47442.083984375007 87.500000000000014 82.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 11 5 14 -7 -6 28 10 -10 12 -3 -14 15 18 -16 -18 -4 20 21 -17 -21 -20 26 -26 27 -22 29 -9 right_child=-2 2 4 -5 7 6 -8 8 9 -11 -12 -13 13 -15 16 19 17 -19 23 22 24 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.030149739650449273 -0.0206162633400419 0.0010815773936864268 7.6116446855026683e-05 -0.0030027358056893116 0.010269938884580746 -0.00029228321910146246 -0.0036273015549580429 -0.0034716727404971075 0.0045494959490146192 0.048406582370604308 -0.016776145813741889 7.9792267228857069e-05 -0.0064351445370523395 -0.020138467919098135 -0.0074651362101963298 -0.010764489215296253 0.0081128910765585517 -0.001332733492268888 -0.026966258085315178 0.019305570026746727 -0.0067213078382436847 0.007350691685948936 -0.014964857139686203 -0.0033418113545774807 0.020427809679692811 0.0017913249641327009 0.009670619001572409 0.0078620328289942688 -0.015758639048036847 0.012535220809651979 leaf_weight=18.917604985646904 44.229934684932232 3837.4398161638528 229.71522943489254 8173.9628084376454 918.13224858045578 12966.839006029069 7504.8095853030682 1174.1511121690273 4321.3834699243307 21.082188367843628 99.995423652231693 271191.09405010194 2109.3606442343444 310.33832123875618 1354.0228557474911 628.99812094867229 2937.4556631296873 5136.873179256916 315.26180302351713 465.53128416836262 518.43875773251057 463.25197503715754 46.168503433465958 111.00071490556002 475.72123903781176 188.3806743696332 1597.7563528642058 665.32577382028103 203.67669928073883 238.33489656448364 leaf_count=3828 313 19626 2062 34392 3882 52380 30424 4852 18361 88 490 1144578 11813 1397 6246 2969 25219 22121 1608 3128 2412 2423 205 566 2548 918 7599 3309 842 985 internal_value=1.34271e-05 1.6207e-05 1.44702e-05 -6.5046e-05 0.000547828 -2.26409e-05 -0.00151489 0.00345919 0.00242708 0.00427761 0.00406719 2.15019e-05 -0.00250487 -0.00819266 0.00199592 0.0040888 0.000729418 0.0021036 -0.0134988 0.00637356 0.00526398 -0.00308136 0.0162135 -0.0208143 0.00790943 0.0151413 0.00618278 0.00147515 -0.00265961 -0.00077076 internal_weight=328268 328223 328205 285622 42582.3 35605.6 20471.6 6976.76 6058.62 4442.46 4421.38 277448 6257.14 2419.7 15133.9 5705.55 9428.35 8074.33 655.978 5049.57 4537.87 1092.25 511.7 426.263 3445.62 664.102 2781.52 1183.76 1616.16 1412.49 internal_count=1411584 1411271 1407443 1211806 195637 166137 82804 29500 25618 18939 18851 1177414 32836 13210 83333 29747 53586 47340 4236 25511 22178 5392 3333 2174 16786 3466 13320 5721 6679 5837 is_linear=0 shrinkage=0.03 Tree=170 num_leaves=31 num_cat=0 split_feature=1 1 0 1 0 0 2 1 1 2 1 3 2 0 1 0 2 2 2 2 2 2 1 0 2 2 0 2 1 1 split_gain=26.332 19.714 18.5681 18.4485 18.4226 17.7531 24.9764 23.5843 39.7756 17.4265 16.9351 16.6411 61.3236 119.684 73.4197 31.1833 91.4353 36.5401 41.4592 28.9237 22.8999 31.1939 38.9937 38.5929 57.3857 30.3236 48.6836 28.4526 29.9117 28.5897 threshold=-16.499999999999996 4.5000000000000009 1.0000000180025095e-35 29.500000000000004 2.5000000000000004 86.500000000000014 14697.978027343752 49.500000000000007 82.000000000000014 188.89690399169925 77.500000000000014 2.0774999856948857 5009.0314941406259 48.500000000000007 7.5000000000000009 42.500000000000007 2848.0100097656255 3618.2971191406255 203.28157806396487 9801.5458984375018 291.56593322753912 4911.6706542968759 8.5000000000000018 77.500000000000014 94085.273437500015 39114.154296875007 28.500000000000004 1420.9512329101565 10.500000000000002 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=4 2 -2 11 -1 6 10 -7 -9 -6 -5 12 15 14 -14 16 -3 18 -17 -16 -13 27 25 -24 -25 -23 -27 -22 -29 -30 right_child=1 3 -4 5 9 7 -8 8 -10 -11 -12 20 13 -15 19 17 -18 -19 -20 -21 21 22 23 24 -26 26 -28 28 29 -31 leaf_value=0.019907868123988287 0.030145287181163053 -0.0029265277447270725 6.5330275716683493e-05 0.0020839146795313883 0.020376692735767605 -0.020108583299702085 0.012867595237809566 0.026780125170819784 -0.016513453316929223 0.0024429802744746882 -0.030559373252518344 0.011703727844886288 -0.0031232539507147451 0.0036794363287494599 -0.023388814744218608 -0.0060844970484282505 0.0093302266356674966 -0.0070641030550240951 0.00082805074336567575 -0.01237719827745927 5.3578154456939508e-05 0.0007269223084560983 0.0057270055201168665 -0.015390415234962268 0.013615125004101832 -0.01115223322995277 0.0062042253175425433 -0.0028200442651486568 -0.014955843806965224 0.0096433420367942561 leaf_weight=58.707243580371141 18.470619765110314 1288.7638236433268 307079.71377308667 1005.4489809274673 49.952769935131073 69.651722706854343 215.14841029047966 36.31804434210062 40.283511482179165 2051.5683096274734 14.509918212890623 144.44388157129288 654.36921235918999 747.79707862436771 328.15733858942986 1011.3819758445024 952.72871631383896 1012.1629658341408 3426.3814494758844 620.82795386016369 1410.6713863611221 1802.7143930867314 1836.7410862445831 193.15303280949593 89.98824942111969 540.97859089076519 198.93019831925631 866.25147028267384 402.26162628829479 47.547812566161156 leaf_count=1328 3851 6532 1309403 4174 266 295 878 154 294 11530 60 749 2840 3077 1616 5710 3913 5225 15338 2736 7101 7249 7398 790 367 2183 806 3731 1811 197 internal_value=3.1053e-05 9.18106e-06 6.71395e-05 -0.000929699 0.00333231 0.00240856 0.00357888 -0.00747481 0.00401274 0.00286926 0.00161953 -0.00119206 -0.00199158 -0.00623167 -0.0108542 -0.000695448 0.00228311 -0.0019205 -0.000747343 -0.016185 -0.00012628 -0.000357531 0.00113309 0.00413774 -0.00617185 -0.001372 -0.00648582 -0.00290638 -0.00607913 -0.0123555 internal_weight=328216 326056 307098 18957.6 2160.23 1381.36 1235.11 146.253 76.6016 2101.52 1019.96 17576.3 10042.6 2351.15 1603.35 7691.42 2241.49 5449.93 4437.76 948.985 7533.68 7389.24 4662.51 2119.88 283.141 2542.62 739.909 2726.73 1316.06 449.809 internal_count=1411602 1398478 1313254 85224 13124 5855 5112 743 448 11796 4234 79369 46987 10269 7192 36718 10445 26273 21048 4352 32382 31633 18793 8555 1157 10238 2989 12840 5739 2008 is_linear=0 shrinkage=0.03 Tree=171 num_leaves=31 num_cat=0 split_feature=1 1 0 0 1 0 2 2 1 1 2 1 3 2 0 1 0 2 2 2 2 2 2 2 1 0 2 2 2 0 split_gain=24.8251 18.5686 18.0191 17.7343 17.3715 16.7319 23.5535 22.6502 18.8376 30.4863 16.6134 16.215 15.6886 57.8981 113.837 61.3918 29.362 85.9476 34.5231 39.1358 25.1364 22.1706 22.1069 24.0125 36.8459 42.2705 47.9635 33.4159 30.9333 52.9877 threshold=-16.499999999999996 4.5000000000000009 1.0000000180025095e-35 2.5000000000000004 29.500000000000004 86.500000000000014 14697.978027343752 43864.599609375007 92.000000000000014 68.000000000000014 188.89690399169925 73.500000000000014 2.0774999856948857 5009.0314941406259 46.500000000000007 7.5000000000000009 42.500000000000007 2848.0100097656255 3618.2971191406255 203.28157806396487 37758.167968750007 12925.947753906252 135.80005645751956 4911.6706542968759 9.5000000000000018 76.500000000000014 94085.273437500015 1420.9512329101565 37758.167968750007 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=3 2 -2 -1 12 6 11 -7 9 -9 -5 -6 13 16 15 -15 17 -3 19 -18 -17 -16 -14 27 28 -26 -27 -24 -25 -30 right_child=1 4 -4 10 5 7 -8 8 -10 -11 -12 -13 22 14 21 20 18 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 29 -31 leaf_value=0.01964136721271971 0.030140973122769081 -0.0028421882655253515 6.337043999129951e-05 0.01997002862190652 0.0021900072185406004 -0.021758810496495262 0.012500682464047575 -0.0074545049668901762 -0.024809553947823519 0.032840994777538095 0.0023725383558204261 -0.02154021407651887 0.025560246515292137 -0.0037495035114062359 -0.0032567186718388355 -0.01801043807091611 -0.005921173613494533 0.0090404178624329326 -0.0068732339692072434 0.00080304294851205244 -0.00054511615519741363 0.0062972352695347773 0.00061935606949352362 0.0010082176856012011 0.0063050765697983679 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0.00278718 0.00157091 -0.00115739 -0.00193435 -0.00606013 -0.0112733 -0.00067523 0.00221503 -0.00186491 -0.000725405 -0.0163524 0.00231902 -0.00012262 -0.000225477 0.00109918 0.00442171 -0.00663544 -0.00240028 -0.00104168 -0.00583191 internal_weight=328196 326040 307097 2156.33 18943 1380.59 1234.78 145.804 87.5 69.3277 2098.59 1019.96 17562.4 10030.7 2345.43 1445.87 7685.32 2240.98 5444.34 4435.23 863.168 899.56 7531.67 7501.63 4662.02 1826.84 265.879 2839.61 2835.18 849.668 internal_count=1411602 1398478 1313254 13124 85224 5855 5112 743 483 292 11796 4234 79369 46987 10269 6447 36718 10445 26273 21048 3944 3822 32382 32229 18793 7375 1088 13436 11418 3434 is_linear=0 shrinkage=0.03 Tree=172 num_leaves=31 num_cat=0 split_feature=1 0 1 0 1 1 2 0 0 1 2 1 3 2 0 1 0 2 2 2 2 0 2 2 2 2 1 0 2 2 split_gain=23.4033 17.5497 17.4254 17.0662 16.3573 15.962 15.8368 14.8942 16.3477 33.2215 20.8021 15.5519 14.7909 54.6616 107.619 58.4302 27.6468 80.795 32.6146 36.9399 24.3658 23.3509 27.1644 20.8809 20.7164 21.4352 34.8026 34.3798 51.2452 33.1172 threshold=-16.499999999999996 1.0000000180025095e-35 4.5000000000000009 2.5000000000000004 29.500000000000004 82.000000000000014 188.89690399169925 95.500000000000014 89.500000000000014 50.500000000000007 13771.215820312502 77.500000000000014 2.0774999856948857 5009.0314941406259 46.500000000000007 7.5000000000000009 42.500000000000007 2848.0100097656255 3618.2971191406255 203.28157806396487 7475.0764160156259 36.500000000000007 40737.804687500007 13196.084960937502 113.878231048584 4911.6706542968759 8.5000000000000018 77.500000000000014 94085.273437500015 1420.9512329101565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 -1 12 7 -5 8 10 -10 11 -6 13 16 15 -15 17 -4 19 -18 -17 22 -22 -16 -14 29 -27 -28 -29 -26 right_child=1 2 4 6 5 -7 -8 -9 9 -11 -12 -13 24 14 23 20 18 -19 -20 -21 21 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=0.019375083151854013 0.03013678717964547 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954.71511095762253 1006.1298832595348 3427.7572023570538 253.93307913839817 431.97645550966263 29.918669909238815 513.92500078678131 1542.5350278019905 2541.730891995132 1837.274596914649 192.61653958261013 89.828399255871773 1311.7854402661324 leaf_count=1328 3851 1309403 6532 266 4136 305 11530 62 203 71 1025 53 70 2503 1745 717 5710 3913 5225 15338 1109 1992 126 2077 7780 10238 7398 790 367 5739 internal_value=2.92081e-05 8.62293e-06 7.01491e-06 0.00314707 -0.000876398 0.00226892 0.00270736 0.00284174 0.00251367 -0.0122198 0.00326832 0.00134754 -0.00112367 -0.00187872 -0.00589315 -0.0109765 -0.000655587 0.00214901 -0.00181088 -0.0007041 -0.0159525 -0.0136972 -0.0203815 0.00225028 -0.000119028 -0.00018738 0.00106631 0.00390483 -0.00583955 -0.0022348 internal_weight=328177 326025 326007 2152.52 18928.7 1379.62 2095.74 1337.47 1323.26 64.4755 1258.79 1008.59 17549 10019.1 2339.76 1440.53 7679.32 2240.43 5438.89 4432.76 858.342 715.828 283.852 899.223 7529.95 7515.77 4661.45 2119.72 282.445 2854.32 internal_count=1411602 1398478 1394627 13124 85224 5855 11796 5550 5488 274 5214 4189 79369 46987 10269 6447 36718 10445 26273 21048 3944 3227 1235 3822 32382 32312 18793 8555 1157 13519 is_linear=0 shrinkage=0.03 Tree=173 num_leaves=31 num_cat=0 split_feature=1 0 1 0 0 2 2 3 2 0 0 1 0 0 3 2 1 2 2 0 2 3 0 2 0 0 2 2 1 2 split_gain=22.062 17.029 16.4978 26.9586 16.418 15.173 28.8857 16.5637 15.095 14.4204 24.219 13.8066 13.1854 13.895 12.7897 49.9728 17.5397 16.3562 14.5283 49.0389 21.2885 22.3363 21.0841 74.7082 123.504 40.5962 104.76 66.6667 38.8503 30.4799 threshold=-16.499999999999996 1.0000000180025095e-35 3.5000000000000004 4.5000000000000009 2.5000000000000004 216.75743103027347 135.80005645751956 2.5095000267028813 188.89690399169925 38.500000000000007 33.500000000000007 13.500000000000002 49.500000000000007 41.500000000000007 8.545499801635744 18300.850585937504 30.500000000000004 2449.139526367188 83842.167968750015 59.500000000000007 30543.693359375004 1.7404999732971194 31.500000000000004 5681.6511230468759 46.500000000000007 45.500000000000007 2362.8337402343755 3618.2971191406255 7.5000000000000009 5224.6887207031259 decision_type=2 2 2 2 2 2 2 2 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 -4 -1 6 7 12 -6 10 -8 -11 13 -5 16 17 18 -16 20 -20 22 -22 29 25 28 26 -24 -27 -25 -7 right_child=1 2 3 5 8 14 9 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 19 -21 21 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.019109052072835579 0.03013272496808822 6.8222007719042268e-05 -0.042224092971961787 0.00082555554553750857 0.019177665992800481 -0.0013304853131195485 -0.0017147902320415406 0.037122355534607569 0.0022374724337869767 -0.0042231389909985336 0.033614292392388376 -0.012654275444796307 -0.0032437434709325992 0.020487860100282026 -0.0021787789296062125 0.00057030096149524154 0.003278120315262699 -0.01594021317957646 -0.010185043817457832 0.0098749272230473015 0.010458530598618598 0.0012667271059454979 -0.0031560921181908569 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47.5848 31.1842 30.8826 29.1421 26.4845 26.3182 54.6967 45.6351 26.1838 26.0897 35.3967 24.5066 58.2339 132.228 101.418 95.2481 threshold=-16.499999999999996 1.0000000180025095e-35 2.5000000000000004 113.878231048584 78.500000000000014 555.07958984375011 4.4095001220703134 265.23049926757818 4.5000000000000009 12.500000000000002 2.3904999494552617 401.18936157226568 30.500000000000004 327.07788085937506 1.0000000180025095e-35 216.75743103027347 9.5000000000000018 1.5000000000000002 1.0000000180025095e-35 503.44865417480474 1.1510000228881838 1.0619999766349795 1.247500002384186 1.0000000180025095e-35 1.1054999828338625 3673.077514648438 1.9854999780654909 45.500000000000007 1607.8663330078127 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=2 -2 -1 4 -3 6 10 -8 9 18 11 16 -13 14 -12 -16 -5 -15 -9 -14 21 -21 -18 -23 -25 26 27 -7 29 -29 right_child=1 3 -4 5 -6 25 7 8 -10 -11 13 12 19 17 15 -17 22 -19 -20 20 -22 23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.018843312691617899 0.030128786820362435 0.0022017107319314889 0.0025542416232132406 -0.00036918574710689448 -0.025037291405449091 0.003269459714059867 -0.0053604347488314186 0.0051390123399905783 0.052110572883789869 0.0082601335042353681 0.0054005006238681645 0.015041867584402732 0.0040049398803041801 -0.0016519323381114428 -0.0061696042288337223 0.0030156405909921233 -0.013763549810644421 -0.0051104237920186505 -0.0086693516364518153 0.015352980953770181 0.0037587842406138347 -0.019930207978915235 -0.0024165095219266307 -0.020060803085726817 0.0060646766121144327 -0.00010044117237619417 -0.00028280629475572962 -0.0082663450847239098 0.00092344155758596167 -0.00035460043305889728 leaf_weight=54.96494355192408 16.39080749405548 3530.1891929283738 2090.2560953721404 43661.946318343282 28.02524271607399 17869.115466982126 326.51200678944588 244.10366714000702 19.995240107178688 1220.5509659349918 1394.349957510829 289.32723335921764 2216.8699164539576 12721.432115003467 822.73978237807751 558.45357847213745 276.52786332368851 2649.4304740875959 256.23690612614155 58.566557198762894 703.22720965743065 222.46484516561031 541.28117042779922 80.086204022169113 111.8746342509985 170443.17264328711 40877.525030883029 2349.1147834509611 19219.255772814155 3283.9195764958858 leaf_count=1328 3851 15131 11796 183130 131 74398 1458 1214 97 5444 5756 1219 9338 52520 3605 2418 1752 11958 1095 254 2953 898 3244 383 518 736477 176286 10421 78803 13726 internal_value=2.74717e-05 8.09767e-06 0.0029716 6.58313e-06 0.00198717 -1.52747e-05 -0.000465544 0.00406631 0.00583434 0.00529665 -0.00060684 -0.000203943 0.00309879 -0.00167616 0.00149099 -0.00245576 -0.000477372 -0.00224806 -0.0019326 0.00208041 -0.00154685 -0.00943506 -0.00625331 -0.0129381 -0.00483489 0.000105916 0.000526642 0.00130115 -0.000114083 -0.00365399 internal_weight=328138 325993 2145.22 325976 3558.21 322418 68376 2067.4 1740.89 1720.89 66308.6 48162.2 3682.42 18146.4 2775.54 1381.19 44479.8 15370.9 500.341 3393.09 1176.22 472.992 817.809 414.426 191.961 254042 83598.9 42721.4 24852.3 5633.03 internal_count=1411602 1398478 13124 1394627 15262 1379365 289254 9308 7850 7753 279946 203689 15563 76257 11779 6023 188126 64478 2309 14344 5006 2053 4996 1799 901 1090111 353634 177348 102950 24147 is_linear=0 shrinkage=0.03 Tree=175 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 0 2 2 1 2 2 2 2 1 0 2 0 0 2 0 1 0 2 2 0 2 2 0 2 split_gain=16.0112 14.4643 14.2184 52.8763 96.0722 280.633 74.6883 93.8508 80.6036 58.5331 56.9248 123.655 50.8658 65.4782 50.7688 59.8355 43.8093 132.576 50.3122 43.7346 40.3087 36.9419 49.6656 215.878 51.9318 142.212 73.1537 50.7942 44.3059 39.0135 threshold=1.0000000180025095e-35 82.000000000000014 18.500000000000004 83842.167968750015 2.5000000000000004 99992.636718750015 2.5000000000000004 13196.084960937502 2362.8337402343755 1.0000000180025095e-35 58311.849609375007 50102.638671875007 2799.732299804688 6368.3278808593759 1.0000000180025095e-35 14.500000000000002 9353.3178710937518 14.500000000000002 4.5000000000000009 87.386707305908217 7.5000000000000009 1.0000000180025095e-35 3.5000000000000004 65050.789062500007 35052.082031250007 5.5000000000000009 71819.058593750015 33836.650390625007 4.5000000000000009 27583.159179687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 6 5 -5 9 8 14 -2 11 12 -11 -14 20 19 18 -18 -10 -16 -8 -9 23 -23 25 27 -26 28 29 -24 right_child=1 -3 -4 4 -6 -7 7 21 16 10 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030125019530416058 0.0013306366508869054 -0.017286860718893991 -0.00017770156407965879 -0.010767511283091591 -0.0026208318851901266 0.007483821682306842 0.0083808455773804365 0.00097203837464037714 0.0028317197335366484 -0.038670471520697983 0.0077225213724261155 -0.029408480477327005 0.018470119062332924 -0.0073751840507621435 -0.033686565588344534 0.0026754593820389762 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186 14916 12379 17896 50225 23092 43054 2672 765 2618 16569 31061 1798 318 1585 349 internal_value=-6.31009e-05 -6.45561e-05 -6.22517e-05 0.000275709 -0.00127989 0.0027711 0.000642038 0.000821232 -8.86001e-05 -0.00490775 -0.00890195 -0.0112929 -0.0058412 -0.00423132 0.00128977 -0.00036712 -0.00140817 0.000472289 -0.00243716 -0.00233787 0.00270344 0.00223906 0.00326434 -0.00245039 0.00381725 0.00243892 0.00644619 -0.0102432 -0.00747036 -0.0168796 internal_weight=328029 328013 327969 83509.3 15917.3 3958.55 67592 65477.9 39884 2114.18 1288.93 1126.86 866.19 825.7 19507.4 8981.07 20376.7 7206.67 13170 5450.59 10526.3 25593.8 14146.5 1247.96 12898.5 8461.98 4436.56 727.379 648.094 265.727 internal_count=1411325 1407499 1407179 381310 79843 30007 301467 286889 174227 14578 7092 6298 5083 4899 86580 38194 87647 30275 57372 23278 48386 112662 57735 5290 52445 34078 18367 3017 2699 1114 is_linear=0 shrinkage=0.03 Tree=176 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 2 0 2 0 0 2 2 2 2 2 0 0 0 0 2 2 2 0 2 0 0 2 0 0 2 split_gain=15.5341 13.9957 39.3472 96.9141 68.8234 24.6763 19.7995 20.9214 55.4487 47.3812 156.428 91.5069 62.9524 45.3427 43.2316 193.868 99.9576 87.0086 68.8752 140.676 70.3423 62.7248 52.3267 164.3 47.1149 40.526 38.8991 38.6745 43.927 58.834 threshold=1.0000000180025095e-35 1.0000000180025095e-35 74.000000000000014 50102.638671875007 45446.361328125007 14054.634277343752 96.500000000000014 36319.728515625007 82.500000000000014 5.5000000000000009 10057.160644531252 2704.067260742188 33836.650390625007 26691.365234375004 79002.019531250015 2.5000000000000004 59.500000000000007 6.5000000000000009 4.5000000000000009 99992.636718750015 89063.015625000015 56232.490234375007 3.5000000000000004 65050.789062500007 2.5000000000000004 91.500000000000014 50102.638671875007 3.5000000000000004 4.5000000000000009 27583.159179687504 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 8 9 10 11 -3 13 -12 15 21 18 22 19 20 -16 26 23 -17 -21 -19 -9 -15 29 -29 right_child=1 6 3 -5 -6 -7 -8 14 -10 -11 12 -13 -14 27 16 17 -18 25 -20 24 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.030121309853233556 0.00011642649552280593 -0.010648849130525969 -0.016249536948905699 0.01870053280946319 -0.067589668576085782 0.011193983491152991 -0.0082764398540158598 -0.0064817157043841169 -0.0039585041067087519 -0.00019327386447361443 -0.011392235603750092 0.0065440928321275149 -0.025752730889217902 0.014735306507759735 0.001440433683859947 -0.014490470133026258 0.00589588844088076 0.0012961764764157428 -0.003613852536917905 0.0069038722250584468 -0.015227262279957467 0.0010485003504838017 0.0096026986852692404 0.011137551252614611 -0.00013875390974341759 -0.01624889664171017 -0.031241205247473567 0.016166824487592057 0.0036877089348654811 -0.032693440006268164 leaf_weight=15.346071118488906 156947.48689707741 356.50786724686623 64.346107246354222 299.08673914801329 17.380358953028917 54.432619851082563 276.21056328713894 75.920129515230656 3781.0772103965282 139125.74496991932 1053.5055853128433 1275.0769563466311 206.92828293889761 119.22815555334091 366.48408515751362 369.56373032927513 1831.1905274093151 7543.1543847173452 6621.4154478311539 2061.8668098002672 602.54607200622559 112.94579704105854 2129.0479130446911 576.09792985022068 1460.5225367993116 120.37661738693714 230.47344260662794 29.978630915284157 181.99533815681934 85.260201528668404 leaf_count=3826 674098 1545 1415 12166 271 1178 1422 493 16027 586302 5579 5501 847 615 1542 1480 7494 30379 26752 8996 2488 581 9118 2543 5875 492 1098 123 730 349 internal_value=-6.12138e-05 -6.26261e-05 0.000141406 0.00914902 -0.0118318 -0.00367302 -0.000250859 -0.000237843 -0.000372837 -0.000277652 -0.00382584 0.00278737 -0.0102603 -0.00807947 0.000581113 0.00194963 -0.000598527 0.00273108 -0.00166869 0.00119895 -0.00892359 -0.0180616 0.00699441 0.00112214 0.00398372 0.00102058 -0.0251061 0.000300674 -0.00548942 -0.0199828 internal_weight=327991 327976 157383 435.246 136.159 118.779 170593 170317 146215 142434 3308.48 1631.58 1676.9 1469.97 24101.6 11157.6 12944 10738.2 11112.8 4491.42 969.03 419.339 3074.71 945.662 3522.39 7663.53 306.394 416.462 297.234 115.239 internal_count=1411325 1407499 689128 15030 2864 2593 718371 716949 617618 601591 15289 7046 8243 7396 99331 46184 53147 44012 45653 18901 4030 2172 13141 4023 14871 30871 1591 1817 1202 472 is_linear=0 shrinkage=0.03 Tree=177 num_leaves=31 num_cat=0 split_feature=0 1 0 2 0 2 0 2 2 1 2 2 2 2 1 0 2 0 2 0 2 0 2 1 2 3 2 3 0 0 split_gain=15.0713 13.6172 13.3967 49.1034 86.2336 251.924 66.5038 87.3558 76.2582 53.5075 52.2899 112.709 48.2659 59.9522 47.3661 56.1051 42.245 61.886 80.6034 50.6982 41.7623 38.3287 35.9226 36.0824 35.7651 80.609 44.6171 129.881 72.8958 57.6446 threshold=1.0000000180025095e-35 82.000000000000014 18.500000000000004 83842.167968750015 2.5000000000000004 99992.636718750015 2.5000000000000004 13196.084960937502 2362.8337402343755 1.0000000180025095e-35 58311.849609375007 50102.638671875007 2799.732299804688 6368.3278808593759 1.0000000180025095e-35 14.500000000000002 7656.2912597656259 15.500000000000002 10057.160644531252 4.5000000000000009 87.386707305908217 6.5000000000000009 10057.160644531252 -3.4999999999999996 99992.636718750015 1.469500005245209 9587.6123046875018 1.6674999594688418 50.500000000000007 91.500000000000014 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 6 5 -5 9 8 14 -2 11 12 -11 -14 21 20 19 22 -19 -10 -16 -8 -18 -24 26 -26 -4 28 -28 -29 right_child=1 -3 24 4 -6 -7 7 -9 16 10 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 -23 23 -25 25 -27 27 29 -30 -31 leaf_value=0.030117709532876021 0.0013281531046045339 -0.016853352046445745 -2.311748577822556e-05 -0.010209484724531287 -0.0024984701147901796 0.0071044378370676209 0.011028999614108125 0.0021601814725698406 0.0027971482976808034 -0.037863286829930259 0.0074462218193202838 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5863.5983490794897 837.30970512330532 leaf_count=3826 7486 320 825160 4612 49836 25395 2575 112662 6643 184 794 1215 429 4470 186 14916 6831 7891 10106 40912 23092 45811 1263 14001 1083 16918 33198 121799 24168 3543 internal_value=-5.93815e-05 -6.07521e-05 -5.85266e-05 0.000269673 -0.00123031 0.0026188 0.000622737 0.000791542 -8.62202e-05 -0.00462641 -0.00846917 -0.0107809 -0.00559224 -0.00402977 0.00125517 -0.000345113 -0.00136945 8.7758e-05 0.00272076 -0.00264982 -0.00225488 0.00262166 -0.00213173 -0.00379216 -0.000170565 0.00255146 -0.00021894 -0.00107272 0.00132351 -0.00216135 internal_weight=327955 327940 327896 83447.8 15899.5 3940.22 67548.4 65443.8 39872.2 2104.57 1279.11 1116.88 861.507 821.722 19494.3 8979.01 20377.9 9530.83 4359.32 10847.1 5446.61 10515.3 5171.5 3588.81 244448 4268.42 240180 44810.1 13998.3 30811.9 internal_count=1411325 1407499 1407179 381310 79843 30007 301467 286889 174227 14578 7092 6298 5083 4899 86580 38194 87647 40092 17997 47555 23278 48386 22095 15264 1025869 18001 1007868 182708 57366 125342 is_linear=0 shrinkage=0.03 Tree=178 num_leaves=31 num_cat=0 split_feature=0 0 2 0 0 0 0 2 1 0 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 split_gain=14.6224 13.0067 85.0941 65.0156 50.5472 47.5124 47.0422 69.5813 58.1975 56.0106 87.1148 51.7981 86.4428 42.8117 45.7233 42.5945 61.2983 41.2681 83.7707 84.3485 62.3405 76.612 47.8928 51.5209 41.4503 47.4528 47.6942 40.6979 43.4756 47.41 threshold=1.0000000180025095e-35 44.500000000000007 52483.353515625007 56.500000000000007 81.500000000000014 67.500000000000014 49.500000000000007 3912.428344726563 -7.4999999999999991 51.500000000000007 3673.077514648438 3826.821655273438 7475.0764160156259 4712.1987304687509 -21.499999999999996 607.01678466796886 444.35388183593756 2180.0605468750005 271.27960205078131 188.89690399169925 1193.5148925781252 1494.5967407226565 731.32192993164074 415.59368896484381 3008.5642089843755 3673.077514648438 -1.4999999999999998 145.45140075683597 291.56593322753912 5947.2192382812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 27 4 -4 6 -5 8 9 -3 -8 -11 17 -13 -9 -15 16 -6 18 19 -10 22 -22 23 -20 -19 -26 -27 -2 -29 -30 right_child=1 2 3 5 15 -7 7 13 11 10 -12 12 -14 14 -16 -17 -18 24 20 -21 21 -23 -24 -25 25 26 -28 28 29 -31 leaf_value=0.030114216199634156 0.0041927293459696141 0.007692705979252255 -0.0096158278220846681 0.01279109794872209 -0.0034815723855312515 0.003279018594675864 0.0015386095457654754 0.0051001251140848488 -0.0013759766189561521 -0.00038060389788368356 -0.0039722009780741247 -0.0089722497667308488 -0.0011624495499908463 0.029652093484265195 0.000928363473569473 -0.0032803991282895099 0.023513690623859794 0.0031378873604696587 -0.0085676477156744688 0.0065502434198958237 0.013319129620407572 -0.0026387385032832613 -0.0098845510902307743 0.0015845034529791524 -0.013133197829835744 -0.0068451610431740379 0.0017813903449491282 -0.0014131608550232745 0.00062776197386884398 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-0.00282644 0.00808459 -0.000936895 -0.00190219 0.000380124 -0.00433488 -0.000831551 -0.00677138 -0.0032 0.000931308 -0.00147827 -0.000385708 8.1374e-05 3.92214e-05 0.000167997 internal_weight=327916 327902 116550 5153.2 111397 4832.07 103657 77110.1 26547.3 55042.4 45172.5 25928.9 5333.42 22067.7 19466.8 7739.47 309.144 20595.5 13579.1 7006.11 6573.04 2696.24 3876.8 1805.53 7016.33 3353.89 3066.43 211351 209207 192168 internal_count=1411325 1407499 495144 22080 473064 20759 440438 326984 113454 236456 192257 110400 23047 90528 79848 32626 1332 87353 57905 29670 28235 11118 17117 7965 29448 14514 13336 912355 903135 831048 is_linear=0 shrinkage=0.03 Tree=179 num_leaves=31 num_cat=0 split_feature=0 1 2 0 3 1 2 3 1 2 0 2 2 3 1 0 0 1 0 2 0 1 3 0 3 3 2 1 2 0 split_gain=14.187 12.9574 12.4593 49.4382 29.0317 44.0226 39.8672 23.8525 45.2758 35.6387 44.5445 35.1649 34.4315 33.918 33.7142 32.7973 29.9657 27.1587 25.7371 23.8253 41.746 23.9102 32.3382 22.8143 22.2884 21.7736 24.8251 20.9971 33.5298 30.7126 threshold=1.0000000180025095e-35 82.000000000000014 555.07958984375011 88.500000000000014 4.7190001010894784 1.0000000180025095e-35 87.386707305908217 3.2575000524520878 1.0000000180025095e-35 444.35388183593756 46.500000000000007 503.44865417480474 174.66455078125003 1.0619999766349795 5.5000000000000009 54.500000000000007 73.500000000000014 1.0000000180025095e-35 48.500000000000007 142.59513854980472 49.500000000000007 -10.499999999999998 1.532000005245209 35.500000000000007 1.1054999828338625 6.4175000190734872 279.21791076660162 9.5000000000000018 401.18936157226568 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 7 -6 -7 9 12 19 -11 18 -9 -13 -10 17 -17 -15 -12 20 23 22 -21 -2 -19 26 -8 -23 -29 -30 right_child=1 -3 -4 -5 5 6 25 8 14 10 11 13 -14 15 -16 16 -18 24 -20 21 -22 27 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.030110828100545182 6.8294835875974441e-05 -0.016496061980439385 4.3105614061238728e-05 0.028172562195512674 0.0079854419699195017 -0.028277910917447392 -0.01526648397311994 0.021130363224660428 -0.0052913247283845506 0.0049257722385234832 0.0181644828230666 0.016987776320274393 -0.00025918823974347793 -0.018223945776690252 0.0098181176220794013 0.0082748877880861518 -0.0070067864152618129 -0.017474783094731949 0.0014018319429576289 0.011949737887063872 -0.0012284528494565566 -0.00072174111917973067 -0.002154189047182288 0.0058906470150958783 0.0017603475622065415 -0.0052163133919318977 0.0071464453181751802 -0.0068663826825505871 -0.0061221054080695392 0.037804342078937125 leaf_weight=14.030061019584535 904.08383402228355 43.147646494209766 255829.11776703503 54.446240305900574 906.9396198913455 47.210774019360542 50.182956695556641 69.044889599084854 3250.7952473014593 2489.8124004304409 89.717606976628304 59.995758205652237 3562.7390928268433 263.25936517119408 138.57579213380814 199.92540408670902 273.42827579379082 79.779801651835442 1015.6769294142723 309.73125630617142 2825.4667354673147 51463.751110911369 277.3053721934557 1835.1584028303623 169.20270356535912 377.42717687785625 391.16732011735439 840.02861832082272 27.417102366685867 30.00068311393261 leaf_count=3826 3842 320 1102060 238 4392 225 227 298 13973 10496 399 261 14711 1064 701 827 1158 383 4280 1534 12085 215420 1323 7821 763 1626 1648 5117 146 161 internal_value=-5.58835e-05 -5.71744e-05 -5.50108e-05 -0.000403625 -0.00042525 0.0033661 -0.00147169 -0.000521036 -0.00217983 -0.000336619 0.00219392 -0.000968263 0.000147455 -0.00491225 -0.00467357 -0.00624536 -0.000552427 -0.0115061 0.00276235 -0.000537321 0.00133 -0.000733572 0.0052873 0.00396899 -0.00440304 7.39641e-05 0.00459802 -0.000801073 -0.00535035 0.0168294 internal_weight=327889 327875 327831 72002.3 71947.8 1772.93 865.988 70174.9 7021.16 63153.7 4640.8 2150.99 3631.78 1045.59 3389.37 985.596 473.354 512.242 1105.39 58512.9 5564.71 52948.2 587.037 2739.24 248.983 818.777 441.35 52361.2 897.446 57.4178 internal_count=1411325 1407499 1407179 305119 304881 8118 3726 296763 29683 267080 19631 9135 15009 4456 14674 4195 1985 2210 4679 247449 23748 223701 2857 11663 1146 3501 1875 220844 5424 307 is_linear=0 shrinkage=0.03 Tree=180 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 1 2 0 1 2 2 0 1 1 0 2 2 0 1 0 2 1 0 0 2 2 1 0 0 0 split_gain=16.7047 20.2274 26.4848 23.7186 39.756 40.9802 40.6577 26.6883 29.6461 26.1536 30.7992 58.9737 35.8444 39.5654 29.3475 33.8729 57.704 53.6962 38.305 27.4315 26.5378 40.6328 33.7957 35.2026 26.0163 21.7608 29.9828 29.8239 21.9265 19.3541 threshold=-1.4999999999999998 9.5555000305175799 20654.361328125004 17336.302734375004 35.500000000000007 -21.499999999999996 21324.808593750004 56.500000000000007 -26.499999999999996 780.74472045898449 3673.077514648438 34.500000000000007 -3.4999999999999996 -8.4999999999999982 51.500000000000007 4255.0842285156259 6815.6660156250009 44.500000000000007 -4.4999999999999991 48.500000000000007 2362.8337402343755 -35.499999999999993 28.500000000000004 17.500000000000004 15354.050781250002 219.36421203613284 -9.4999999999999982 31.500000000000004 25.500000000000004 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 3 -3 7 -5 -6 -7 9 -9 25 20 12 13 -12 15 17 18 -13 29 -19 21 -11 23 -22 -14 26 -1 -27 -28 -17 right_child=-2 2 -4 4 5 6 -8 8 -10 10 11 14 24 -15 -16 16 -18 19 -20 -21 22 -23 -24 -25 -26 27 28 -29 -30 -31 leaf_value=0.0099570887225552927 -7.5741571098209405e-05 -0.00060443922957096967 0.0040281866953451907 -0.0027445096450383235 0.028979048837887992 -0.0066069186784993581 0.003118900556746981 -0.03047414616341677 -0.0010908855185528408 -0.038905876033900881 2.5838186300765338e-05 0.0038053016796158624 -7.1951728507450114e-05 0.0063988826597930542 0.0035744977060100562 -0.0060212507175731759 -0.0021156552302864966 -0.008563421249946912 -0.0067902595036404695 0.00074345903726523584 0.006911675932595545 0.0016423811703220306 0.0057238776835558652 -0.0094589025904952533 0.0090462762373992017 0.00048089931068945443 0.01296000209106939 -0.0030516227728518016 0.00041287938734804172 -0.025164209644019324 leaf_weight=346.04379393905401 270881.40375570022 1740.95878469944 3067.8329079095274 5135.762554064393 49.043495640158653 476.31510834395885 2059.3490442484617 31.058638349175453 6195.8703541606665 22.327282696962357 1311.9539509357419 1433.4091498032212 4742.4949574945495 2642.8228377159685 825.42640440165997 61.161964580416679 1867.784531801939 709.4084240347147 469.40784980356693 476.45682328939438 201.08585229516029 5825.7067589312792 3439.8980717882514 286.87442296743393 299.40208266675472 4892.2618865519762 129.16590562462807 3838.7761744707823 4242.4562831968069 213.31395925581455 leaf_count=1734 1154217 9727 20092 21131 303 2008 9105 153 26119 132 6766 6325 20406 12342 3600 278 7660 2907 1916 2359 903 26398 15849 1284 1293 21297 575 15973 17589 896 internal_value=2.25092e-05 0.00048915 0.00235101 0.000317714 -0.00121728 0.00181729 0.00129194 0.000583998 -0.00123744 0.000880307 0.00145744 0.000605952 0.0021466 0.00428469 -0.00168266 -0.00251223 -0.00492985 -0.000101625 -0.0119959 -0.0048241 0.00276857 0.00148757 0.0046758 -0.00271267 0.000469514 -0.000185193 0.00145648 -0.00107224 0.000783602 -0.0208985 internal_weight=327915 57033.8 4808.79 52225 7720.47 2584.71 2535.66 44504.6 6226.93 38277.6 24828.9 15053 8996.67 3954.78 6056.37 5230.94 2611.67 2619.27 743.884 1185.87 9775.89 5848.03 3927.86 487.96 5041.9 13448.7 4717.67 8731.04 4371.62 274.476 internal_count=1411337 257120 29819 227301 32547 11416 11113 194754 26272 168482 111314 66748 40807 19108 25941 22341 10750 11591 3090 5266 44566 26530 18036 2187 21699 57168 19898 37270 18164 1174 is_linear=0 shrinkage=0.03 Tree=181 num_leaves=31 num_cat=0 split_feature=1 1 3 2 2 0 0 1 2 2 0 0 1 1 0 2 1 0 0 1 2 3 0 1 2 0 2 1 0 0 split_gain=15.9069 15.6142 19.0584 24.9871 22.4846 31.6178 24.3933 29.2287 24.9983 28.5583 50.1936 31.4564 30.0907 28.5145 27.8315 25.0507 37.481 31.879 33.0709 24.9119 25.8845 38.9388 37.4156 32.5679 22.4503 21.6331 20.4792 28.3698 28.0436 20.723 threshold=92.000000000000014 -1.4999999999999998 9.5555000305175799 20654.361328125004 16437.536132812504 76.500000000000014 56.500000000000007 -26.499999999999996 780.74472045898449 3673.077514648438 38.500000000000007 48.500000000000007 -3.4999999999999996 -8.4999999999999982 35.500000000000007 2362.8337402343755 -35.499999999999993 28.500000000000004 17.500000000000004 -26.499999999999996 6088.5393066406259 5.0659999847412118 19.500000000000004 -12.499999999999998 25796.883789062504 12.500000000000002 219.36421203613284 -9.4999999999999982 31.500000000000004 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 6 -6 8 -8 26 15 12 -12 13 19 -15 16 -10 18 -17 -11 21 -21 -22 -23 -7 -25 27 -1 -28 -29 right_child=-2 -3 3 -5 5 24 7 -9 9 10 11 -13 -14 14 -16 17 -18 -19 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1586.8856668919325 5650.0044304281473 2666.4334978247061 279.80444301664829 200.63916897773743 5822.6561046391726 3433.2189500629902 287.68609430640936 457.33557229209691 235.95745231211185 31.101820647716522 473.53972916305065 10.977691337466238 431.63466173410416 55.619635298848152 4891.6544696316123 128.65403144061565 3840.7315763831139 4242.172141879797 leaf_count=1734 216 1154001 9727 20092 31791 281 150 25937 132 1266 12725 7186 24206 12489 1237 903 26398 15849 1284 2390 1206 162 2185 52 2051 253 21297 575 15973 17589 internal_value=2.18472e-05 2.34727e-05 0.000474722 0.00228301 0.000308346 -0.00114628 0.000574805 -0.00117203 0.000859625 0.00143024 0.000595928 -0.00197786 0.00178788 0.00364375 0.00534572 0.00268807 0.00144364 0.00454302 -0.002629 0.00022784 -0.00133965 0.00351314 -0.00513595 -0.0136788 0.00618844 -0.0255156 -0.000179619 0.00141356 -0.00103991 0.000760256 internal_weight=327893 327873 57012.4 4803.6 52208.8 8082.98 44125.8 6186.05 37939.8 24492.1 14725.1 4660.86 10064.2 4414.19 2946.24 9767 5845.45 3921.54 488.325 1467.96 1264.53 555.035 709.497 97.6991 496.452 66.5973 13447.7 4715.34 8732.39 4370.83 internal_count=1411337 1411121 257120 29819 227301 34123 193178 26087 167091 109923 65357 19911 45446 21240 13726 44566 26530 18036 2187 7514 6248 2857 3391 467 2332 305 57168 19898 37270 18164 is_linear=0 shrinkage=0.03 Tree=182 num_leaves=31 num_cat=0 split_feature=1 1 3 2 2 0 0 1 2 2 0 0 1 1 0 2 1 0 1 2 0 3 1 0 2 0 2 1 2 2 split_gain=15.252 14.6999 17.9564 23.5725 21.1607 29.8003 22.9581 27.1273 23.544 26.9052 47.2507 29.5809 28.3927 26.9042 26.2646 23.6455 34.6254 30.2679 23.5628 24.5401 40.0796 33.8437 22.5244 23.4708 21.1668 20.341 49.3088 49.7764 104.32 47.6938 threshold=92.000000000000014 -1.4999999999999998 9.5555000305175799 20654.361328125004 16437.536132812504 76.500000000000014 56.500000000000007 -26.499999999999996 780.74472045898449 3673.077514648438 38.500000000000007 48.500000000000007 -3.4999999999999996 -8.4999999999999982 35.500000000000007 2362.8337402343755 -35.499999999999993 33.500000000000007 -26.499999999999996 6665.8681640625009 19.500000000000004 5.0659999847412118 -12.499999999999998 12.500000000000002 25796.883789062504 44.500000000000007 3751.9816894531255 -4.4999999999999991 8007.5161132812509 12078.030273437502 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -1 15 12 25 13 18 -15 16 -10 -17 -11 21 -21 -20 -23 -24 -7 26 -12 28 -28 -29 right_child=-2 -3 3 -5 5 24 7 -9 9 10 11 -13 -14 14 -16 17 -18 -19 19 20 -22 22 23 -25 -26 -27 27 29 -30 -31 leaf_value=-0.00017421342826891869 -0.026524064136739696 -6.9363803927377976e-05 -0.00056839709089935781 0.0038042381728724873 -0.0015772254888055982 -0.0099379373439630637 -0.028970350723235633 -0.00099477046725867865 -0.035142208109688267 0.0097293745672481623 0.0046865108667410024 0.001409411990709914 0.00032783601829501418 0.0061161645272463259 -0.0035419651354198088 -0.0012758553190887678 0.0015469386703076148 0.0056366838135350856 0.0061110135359931546 0.004692261110828962 -0.010943809335747515 0.0077931531307268943 0.015740215753109466 -0.03002337329939268 0.0084296300240497297 -0.0066229434733797443 -0.030654473955999434 0.0027386174216414714 0.0011802102032762458 -0.015251359571276839 leaf_weight=13446.733530633152 19.479090623557568 270860.41857141163 1741.9237820655107 3056.6211173441261 7587.6961927041411 64.998878180980682 31.354289531707764 6156.3649590164423 23.243019632995129 202.25430925143883 692.26191233098507 1586.1747921705246 5649.554613326909 2660.1559487213381 280.0939095467329 692.62158791720867 5819.6904519796371 3222.7366454079747 515.87314684013836 228.64458066225052 415.93697525560856 33.10285322368145 12.17456705868244 58.802373185753822 430.18123833835125 1230.0087689757347 182.54602499306202 613.22825907170773 188.1046142578125 169.232616558671 leaf_count=57168 216 1154001 9727 20092 31791 281 150 25937 132 1266 3020 7186 24206 12489 1237 3120 26398 14916 2676 1172 1903 174 58 265 2051 5015 754 2473 784 679 internal_value=2.12046e-05 2.27817e-05 0.000460711 0.00221692 0.000299249 -0.00111188 0.000557825 -0.00113653 0.000834283 0.00138833 0.000578436 -0.00191822 0.00173572 0.00354053 0.00519611 0.00260986 0.00140099 0.00441386 0.000221846 -0.00129882 -0.00539742 0.00296259 -0.0126426 -0.0221736 0.00601865 -0.0036345 -0.00164259 -0.00544221 -0.0144984 -0.0011523 internal_weight=327872 327853 56992.3 4798.54 52193.8 8082.88 44110.9 6187.72 37923.2 24476.4 14718.2 4661.56 10056.6 4407.04 2940.25 9758.29 5842.93 3915.36 1466.79 1264.53 644.582 619.953 104.08 70.9769 495.18 3075.38 1845.37 1153.11 370.651 782.461 internal_count=1411337 1411121 257120 29819 227301 34123 193178 26087 167091 109923 65357 19911 45446 21240 13726 44566 26530 18036 7514 6248 3075 3173 497 323 2332 12725 7710 4690 1538 3152 is_linear=0 shrinkage=0.03 Tree=183 num_leaves=31 num_cat=0 split_feature=1 1 3 2 2 0 0 1 2 2 0 0 1 1 0 1 1 2 2 1 2 3 0 1 0 2 2 1 0 0 split_gain=14.6234 13.8387 16.9176 22.2364 19.9145 28.0866 21.607 25.2012 22.177 25.3441 44.4811 27.8257 26.7892 25.3832 24.7843 23.8507 27.1922 25.803 45.8658 22.2849 23.1003 34.5474 33.033 28.606 21.2819 19.9737 19.2724 26.8384 26.3696 19.6933 threshold=92.000000000000014 -1.4999999999999998 9.5555000305175799 20654.361328125004 16437.536132812504 76.500000000000014 56.500000000000007 -26.499999999999996 780.74472045898449 3673.077514648438 38.500000000000007 48.500000000000007 -3.4999999999999996 -8.4999999999999982 35.500000000000007 -8.4999999999999982 -28.499999999999996 1748.5217285156252 955.99880981445324 -26.499999999999996 6088.5393066406259 5.0659999847412118 19.500000000000004 -12.499999999999998 35.500000000000007 26691.365234375004 219.36421203613284 -9.4999999999999982 31.500000000000004 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 4 -4 6 -6 8 -8 26 15 12 -12 13 19 -15 16 -10 18 -18 -11 21 -21 -22 -23 -19 -7 27 -1 -28 -29 right_child=-2 -3 3 -5 5 25 7 -9 9 10 11 -13 -14 14 -16 -17 17 24 -20 20 22 23 -24 -25 -26 -27 28 29 -30 -31 leaf_value=0.0094571937787112266 -0.026210807938272528 -6.7283027136698473e-05 -0.00055119718929669791 0.0036967144710376219 -0.0015296792814748839 -0.0087249833021462511 -0.027775107827332949 -0.00096473000349800171 -0.010555927083870625 0.0094918501967499631 -0.0035248350081145395 0.0013677347674323674 0.0003180259645939396 0.0059465994553833511 -0.0034322320824075022 0.0019723392778550489 0.014936665356124722 0.001273660747138153 -0.007355035404479137 0.0068305340614903251 0.0043716010371901374 0.011190470418624121 -0.0093727677609651595 -0.023682667590565361 0.013258471700856424 0.0083497659176308466 0.00045779640725790839 0.0066157200983651028 -0.00286305280502868 5.2236605290159865e-05 leaf_weight=343.03908512741327 19.125905834138393 270859.87890440924 1742.3843594621867 3051.2441689670086 7588.8170322179794 72.217296913266182 31.716758400201797 6157.604792535305 79.097254619002342 201.11360472813249 3075.7957333624363 1585.483854174614 5649.1180270514451 2654.0235659740865 280.37309980392456 8528.5326305478811 132.19232162833214 170.16788609325886 223.55024595558643 454.49653029534966 234.97388106584549 30.811299547553062 476.55963717401028 67.652711406350136 616.30802026391029 421.71299628913403 4891.2850296869874 459.80325083434582 3842.7223677933216 3910.3683629184961 leaf_count=1734 216 1154001 9727 20092 31791 312 150 25937 455 1266 12725 7186 24206 12489 1237 38116 665 874 1136 2390 1206 162 2185 305 3320 2020 21297 1988 15973 16176 internal_value=2.05799e-05 2.21102e-05 0.000447101 0.00215269 0.000290412 -0.00107851 0.00054133 -0.00110212 0.000809663 0.00134768 0.00056151 -0.00186068 0.00168504 0.00344014 0.00505048 0.00253384 0.00645483 0.00763281 0.000928459 0.000215965 -0.00125933 0.00334029 -0.00483388 -0.0127702 0.0106653 0.00585328 -0.000168981 0.00137706 -0.00100329 0.000742807 internal_weight=327852 327833 56973.2 4793.63 52179.5 8082.75 44096.8 6189.32 37907.5 24460.3 14710.4 4661.28 10049.1 4400 2934.4 9749.85 1221.32 1142.22 355.743 1465.61 1264.49 552.961 711.534 98.464 786.476 493.93 13447.2 4713.21 8734.01 4370.17 internal_count=1411337 1411121 257120 29819 227301 34123 193178 26087 167091 109923 65357 19911 45446 21240 13726 44566 6450 5995 1801 7514 6248 2857 3391 467 4194 2332 57168 19898 37270 18164 is_linear=0 shrinkage=0.03 Tree=184 num_leaves=31 num_cat=0 split_feature=1 0 2 0 0 1 0 1 3 2 2 0 2 2 2 2 3 1 2 2 2 0 2 1 0 1 2 0 2 2 split_gain=14.0199 13.8123 13.317 31.5079 34.9156 30.8745 26.5563 24.5675 21.8217 101.512 138.16 70.5148 40.8143 38.5256 80.954 55.4707 88.7343 162.839 81.4399 91.5664 52.0739 48.4014 39.6416 38.5922 37.2301 36.7311 36.016 39.9673 35.9626 28.8963 threshold=92.000000000000014 1.0000000180025095e-35 555.07958984375011 69.500000000000014 88.500000000000014 12.500000000000002 92.500000000000014 1.5000000000000002 1.1980000138282778 1148.0775146484377 855.65197753906261 48.500000000000007 955.99880981445324 2848.0100097656255 2321.0456542968755 7475.0764160156259 1.0619999766349795 1.5000000000000002 3618.2971191406255 4520.4785156250009 5947.2192382812509 53.500000000000007 2021.488708496094 4.5000000000000009 52.500000000000007 1.0000000180025095e-35 45446.361328125007 51.500000000000007 4086.971069335938 1384.018249511719 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 7 -6 -5 9 10 11 -4 24 14 22 16 17 18 -15 -20 -19 -18 -11 -16 -12 28 27 -17 -23 -10 right_child=-2 2 8 4 6 -7 -8 -9 29 13 12 -13 -14 15 23 26 21 20 19 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.03010752762547296 -0.025899870890691883 -0.00018841122773941319 -0.007204361523334985 -0.0024274145410281929 0.034502359577096214 0.022338711479031648 -0.017387459475869012 -0.0087028371111925983 0.0010590371516898309 0.0011299662105938256 -0.020881213191300672 0.010664656514503552 -0.0084214543919009371 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288999 1513 13238 164 215 51 3105 138201 15705 2225 2040 4457 761 17648 15725 32259 3933 19870 3000 299 1266 11829 1894 141 2770 1108 7701 369 816776 internal_value=1.99748e-05 2.14598e-05 2.01993e-05 -0.000339754 -0.00293691 -0.00325152 0.0222064 -0.00352828 0.000121777 -0.000593713 -0.00662253 0.00329697 -0.0119853 -0.000139431 0.00125077 -0.00094344 -0.00199142 0.000805525 0.00283115 0.00356971 -0.0115544 -0.00407232 -0.000893451 0.00424012 -0.0187787 0.0022395 0.00148039 0.00199128 0.00929112 0.000229145 internal_weight=327831 327812 327799 72144.5 3972.53 3923.44 49.0928 3881.46 255654 33358.2 2337.47 820.252 1517.21 31020.8 11366.7 19654.1 13721.4 5853.59 5029.35 4847.9 824.242 7867.82 6618.98 4747.72 522.063 960.014 5932.66 5662.16 392.798 222296 internal_count=1411337 1411121 1407262 305772 16773 16558 215 16343 1101490 146513 10376 3553 6823 136137 47076 89061 64527 27863 23631 22870 4232 36664 27534 19542 2366 4405 24534 23426 1635 954977 is_linear=0 shrinkage=0.03 Tree=185 num_leaves=31 num_cat=0 split_feature=1 1 2 0 2 0 2 0 0 1 1 0 0 2 0 1 0 0 2 0 0 1 1 1 2 1 1 0 2 1 split_gain=14.4613 18.1896 31.2804 13.7057 13.4223 20.5728 18.7831 21.518 70.6084 26.9978 21.9171 34.3284 18.5682 17.3159 30.381 15.5912 15.1873 14.6977 19.6771 29.5141 17.4121 14.301 13.8227 13.0369 12.6223 11.5901 16.8344 50.7277 61.5776 32.9203 threshold=79.500000000000014 75.500000000000014 14362.723632812502 1.0000000180025095e-35 113.878231048584 78.500000000000014 170.13991546630862 44.500000000000007 30.500000000000004 1.5000000000000002 1.0000000180025095e-35 36.500000000000007 21.500000000000004 149.77716064453128 40.500000000000007 -3.4999999999999996 77.500000000000014 50.500000000000007 65.776599884033217 54.500000000000007 35.500000000000007 4.5000000000000009 1.0000000180025095e-35 10.500000000000002 65.776599884033217 34.500000000000007 11.500000000000002 22.500000000000004 5681.6511230468759 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 3 -3 -1 5 16 7 8 12 -9 -10 -12 22 -13 -15 -14 17 20 19 -19 21 -5 -6 -11 -22 26 -8 28 -28 -29 right_child=-2 2 -4 4 6 -7 25 9 10 23 11 13 15 14 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.030104330033484634 -0.016461433327480662 -0.013223700042625691 0.048348924307024317 -0.0024055356114073053 0.025602625755528369 -0.023547604370576781 -2.7375618875842274e-05 -0.0011076088302980852 0.0036400469366326248 -0.0045815892935385481 0.0064006800791560695 0.036810688272508017 0.01823350515755617 0.037765085627182574 -0.00047018708508308392 -0.0064856092600520015 0.029049413873898672 -0.0017016966763716565 -0.0032028115501049341 0.014333674389317546 0.0012145404929644989 0.030189748992856702 -0.00067302370587534431 -0.014447998011628504 0.0067025447706480926 0.0033325979005678001 -0.01156059959552143 -0.0053443499902357319 0.011815795005676663 -4.6547118206631237e-05 leaf_weight=13.551720534916965 48.406096935272217 12.608851015567781 18.064401432871819 482.57848271727562 30.590271905064583 28.65026767551899 308378.1784783015 7154.3495564609766 321.56106083095074 1519.4651274234056 195.86607693135738 67.252166792750359 23.777703791856766 32.756904110312462 43.594334676861763 671.39957968890667 18.551802143454552 263.29305750131607 892.00389447808266 170.00492797791958 574.46140852570534 12.426277384161947 43.846295192837715 130.91626673936844 1098.3302920013666 911.64598543941975 131.11027255654335 2329.0257989615202 447.80419461429119 1930.7623944878578 leaf_count=3924 345 52 75 2130 138 136 1323145 29595 1328 7157 851 293 109 147 194 2830 79 1122 3837 722 2450 61 195 886 4688 3759 630 10988 1798 8597 internal_value=-6.52631e-05 -6.28429e-05 0.0230383 -6.50038e-05 -6.62506e-05 0.00177095 -8.6303e-05 -0.00135101 0.00206141 -0.00190548 0.00925274 0.0145693 -0.00411531 0.0257109 0.0159339 -0.00564012 0.00197752 0.00183374 -0.000655073 0.0045898 0.0033553 -0.00158728 0.0101252 -0.00536424 0.00481788 -4.50944e-05 -5.49255e-05 -0.00181072 0.0065216 -0.0029431 internal_weight=327997 327948 30.6733 327918 327904 3540.3 324364 10235.4 1430.64 8804.73 661.031 339.469 769.614 143.603 76.3512 695.177 3511.65 3493.1 1325.3 433.298 2167.8 495.005 74.4366 1650.38 1672.79 314129 313217 4838.7 578.914 4259.79 internal_count=1412261 1411916 127 1411789 1407865 15225 1392640 43723 6085 37638 2813 1485 3272 634 341 2939 15089 15010 5681 1844 9329 2191 333 8043 7138 1348917 1345158 22013 2428 19585 is_linear=0 shrinkage=0.03 Tree=186 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 1 0 2 2 1 2 2 0 2 0 0 2 2 2 2 0 2 1 1 2 2 1 2 2 2 split_gain=13.74 14.0961 18.2085 51.9265 52.2144 33.4623 24.8384 20.2605 25.3143 25.2126 27.9402 18.8419 72.3131 17.9883 34.3563 17.9548 17.8218 16.2288 16.0765 26.7469 16.993 14.8358 13.8191 15.1928 14.3569 19.4599 26.8699 13.7427 28.2276 18.5093 threshold=92.000000000000014 34.500000000000007 11.500000000000002 22.500000000000004 5681.6511230468759 18.500000000000004 40.500000000000007 2533.3342285156255 8007.5161132812509 21.500000000000004 13515.104003906252 12367.713378906252 45.500000000000007 43864.599609375007 79.500000000000014 28.500000000000004 246.96897125244143 99992.636718750015 31594.402343750004 12925.947753906252 15.500000000000002 503.44865417480474 56.500000000000007 58.500000000000007 9801.5458984375018 7303.1936035156259 45.500000000000007 3546.369506835938 346.46589660644537 8542.7006835937518 decision_type=2 2 2 2 2 2 2 2 2 2 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 21 11 7 16 -9 15 -11 -5 -13 14 22 -10 -7 18 19 20 -6 -4 24 -24 25 -3 -27 28 -8 -29 right_child=-2 13 3 5 17 6 27 8 9 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=-4.4882753413313624e-05 -0.026672173120508298 0.0054834067744292886 0.024181544744048294 -0.0039440272180015397 -0.010801559328925812 0.020285175593726053 -0.012444171802860582 0.010639592997591851 0.0051060806305554237 -0.021131369461569651 0.0088387670385557324 -0.019708563731280413 0.0026796455898216941 0.017177454059197766 -0.01381332748881421 -0.022990433612081525 -0.0097735964603585888 -0.0085265557907528589 0.02002173966541659 -0.0094770164555722843 0.017234882549075695 -0.0128443693086238 -0.024271187355888464 0.00066700672988916781 0.014247412114783493 0.010089799981598011 -0.041202583406452505 -0.01141922922890261 0.0046606956623771786 -0.00080096418791998896 leaf_weight=322003.67124209227 17.464387144893408 464.36143565177917 10.577590212225912 1889.4373455196619 22.185715481638908 20.287733405828476 113.88055922091007 411.77107362449169 30.47057381272316 32.486359179019928 202.53789411485195 309.9245582818985 223.46483166515827 79.720634810626507 105.12704017758369 62.369555309414864 142.03968571126461 33.789242073893547 174.49665397405624 59.043940380215645 158.16921842098236 122.94478945434093 26.860902637243271 121.15067636966705 155.64327739179134 17.308905318379402 19.60084180533886 302.72154347598553 365.57422484457493 288.61309223622084 leaf_count=1384997 205 1931 54 9395 89 117 717 1693 123 137 824 1341 907 340 454 273 717 137 701 237 634 591 109 493 631 70 81 1455 1607 1201 internal_value=-6.33107e-05 -6.18938e-05 -7.27146e-05 -0.00187347 0.00655374 -0.00298776 -8.69699e-05 0.00358082 0.00568721 -0.00053258 0.00469613 -0.00534968 -0.010329 0.00351286 0.00231585 -0.013769 -0.00601684 0.0114644 0.0130964 0.00804861 0.0137861 -0.00991119 0.00442239 -0.00385874 0.00628824 0.00381694 -0.0171489 -0.00317647 0.000597931 -0.00623677 internal_weight=327988 327970 326980 4976.79 581.207 4395.58 1972.75 901.963 739.635 327.864 235.024 2422.83 533.389 989.774 910.053 92.8401 162.327 447.685 413.896 239.399 180.355 133.522 804.926 148.012 656.914 501.271 36.9097 1070.79 479.455 591.335 internal_count=1412261 1412056 1407947 22950 2443 20507 8864 3884 3050 1357 961 11643 2248 4109 3769 396 834 1798 1661 960 723 645 3315 602 2713 2082 151 4980 2324 2656 is_linear=0 shrinkage=0.03 Tree=187 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 0 2 0 0 1 1 0 0 2 0 1 0 0 2 0 0 1 1 1 2 2 0 0 0 3 split_gain=13.2967 13.2551 17.1295 29.0484 12.6144 19.4672 17.6452 20.2211 66.3416 25.3683 20.4242 31.8958 17.4775 15.9794 28.137 14.7231 14.3649 13.8073 18.5159 27.7752 16.4033 13.1705 13.1388 12.1719 11.8931 11.2045 28.7766 50.2546 38.8545 10.8923 threshold=1.0000000180025095e-35 79.500000000000014 75.500000000000014 14362.723632812502 113.878231048584 78.500000000000014 170.13991546630862 44.500000000000007 30.500000000000004 1.5000000000000002 1.0000000180025095e-35 36.500000000000007 21.500000000000004 149.77716064453128 40.500000000000007 -3.4999999999999996 77.500000000000014 50.500000000000007 65.776599884033217 54.500000000000007 35.500000000000007 1.0000000180025095e-35 4.5000000000000009 10.500000000000002 65.776599884033217 135.80005645751956 56.500000000000007 50.500000000000007 68.500000000000014 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 4 -4 5 16 7 8 12 25 -10 -12 21 -13 -15 -14 17 20 19 -19 22 -6 -2 -11 -22 26 27 -9 -28 -8 right_child=1 -3 3 -5 6 -7 29 9 10 23 11 13 15 14 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=0.030101240913670273 -0.0023320524635312848 -0.015879203295925012 -0.012569771324237493 0.046904042462001139 0.025038332836943154 -0.022990695876095913 0.00077530276376719962 0.0012751698765322136 0.0035341380772185888 -0.0044504374825550313 0.0061971956664302009 0.035367300453007414 0.017802238393801007 0.036229632058676214 -0.00045365617567038116 -0.0062928678898874204 0.02830548271267963 -0.0016495045881559673 -0.0031050912982251611 0.013906292522074261 0.0011764749031334088 -0.00066995763712494622 0.028685595104223229 -0.014039707719816131 0.0065035841305434551 -0.00076658130024146527 0.011986254747972653 -0.026140455636621443 -0.015425425826504108 -8.0112195214188369e-05 leaf_weight=13.153124548029153 482.57245089113712 47.680050868541002 12.564777523279192 17.950455844402313 30.346656978130341 28.465102225542068 14023.086973950267 117.91781830787659 321.38655682653189 1516.8958833664656 196.20222111046314 67.89267472922802 23.627215877175331 33.116282805800438 43.586646258831024 671.03362239897251 18.471138224005699 263.26227536797523 891.74229192733765 170.01830953359604 574.49898418784142 43.850159749388695 12.612026721239088 129.28638817369938 1098.2097405046225 6707.009444475174 135.24536801874638 122.8879364579916 70.954243734478951 300094.40652852412 leaf_count=3924 2130 345 52 75 138 136 62077 486 1328 7157 851 293 109 147 194 2830 79 1122 3837 722 2450 195 61 886 4688 27732 566 512 299 1286840 internal_value=-6.14176e-05 -6.26273e-05 -6.03275e-05 0.0224154 -6.24192e-05 0.00171875 -8.18584e-05 -0.00130791 0.00199943 -0.00184574 0.00895963 0.0140761 -0.00399509 0.024767 0.0153843 -0.00547333 0.00191906 0.00177952 -0.000633098 0.00445455 0.00325412 0.00984479 -0.00154205 -0.00520355 0.00467397 -0.00107308 -0.00567196 -0.0127156 0.00255377 -4.19241e-05 internal_weight=327980 327967 327919 30.5152 327889 3539.85 324349 10231.2 1431.04 8800.2 662.184 340.798 768.858 144.596 76.7029 694.661 3511.39 3492.92 1325.02 433.281 2167.89 74.1968 495.184 1646.18 1672.71 7154.01 447.005 240.806 206.2 314117 internal_count=1412261 1408337 1407992 127 1407865 15225 1392640 43723 6085 37638 2813 1485 3272 634 341 2939 15089 15010 5681 1844 9329 333 2191 8043 7138 29595 1863 998 865 1348917 is_linear=0 shrinkage=0.03 Tree=188 num_leaves=31 num_cat=0 split_feature=0 1 1 1 0 2 1 0 2 2 1 2 2 0 0 2 0 2 2 2 2 0 2 2 0 2 2 2 0 2 split_gain=12.9008 12.8612 13.2241 17.0119 48.8238 49.2767 31.4728 23.3256 19.1181 23.7896 23.8075 26.3276 17.896 68.5074 17.0446 16.6104 32.1368 16.6001 14.8724 16.2443 23.9584 20.5183 14.6642 13.7015 13.5587 13.0452 26.3971 17.5236 13.5674 37.713 threshold=1.0000000180025095e-35 92.000000000000014 34.500000000000007 11.500000000000002 22.500000000000004 4611.3833007812509 18.500000000000004 40.500000000000007 2533.3342285156255 8007.5161132812509 21.500000000000004 13515.104003906252 12367.713378906252 45.500000000000007 28.500000000000004 43864.599609375007 79.500000000000014 246.96897125244143 99992.636718750015 31594.402343750004 12925.947753906252 15.500000000000002 503.44865417480474 43864.599609375007 32.500000000000007 3546.369506835938 346.46589660644537 8542.7006835937518 84.500000000000014 68603.160156250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 12 8 17 -10 14 -12 -6 -14 -11 16 -4 -8 19 20 21 -7 -5 24 -13 26 -9 -27 -29 -30 right_child=1 -3 15 4 6 18 7 25 9 10 11 23 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 29 -31 leaf_value=0.030098238466512765 -4.2997568097409665e-05 -0.026198663673197623 0.0042898139839568162 0.023000466985592025 -0.003816408176164634 -0.01242993733690185 0.01934394401816205 -0.012085116840656371 0.010318552929212212 0.0049534151747440188 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47.906103923916817 51.417859330773354 leaf_count=3924 1381073 205 3315 54 9395 102 117 717 1693 123 137 326 1341 907 273 340 454 717 137 701 237 663 549 201 297 1455 1607 788 201 212 internal_value=-5.95786e-05 -6.07524e-05 -5.94021e-05 -6.98793e-05 -0.00181189 0.00636463 -0.00289347 -7.8967e-05 0.00347586 0.00552114 -0.000515477 0.00455932 -0.00518689 -0.0100473 -0.0134126 0.00340451 0.00225547 -0.00585788 0.0108883 0.0124137 0.00750814 0.0126796 -0.0105246 0.00857641 0.0130359 -0.00307623 0.000603962 -0.00606059 -0.00077576 -0.00975506 internal_weight=327975 327962 327945 326956 4968.74 580.476 4388.26 1970.3 901.317 739.313 327.375 234.932 2417.96 531.828 92.4422 988.93 909.495 162.005 457.845 424.09 249.75 190.683 122.63 202.528 152.665 1068.98 478.685 590.297 288.602 99.324 internal_count=1412261 1408337 1408132 1404023 22950 2443 20507 8864 3884 3050 1357 961 11643 2248 396 4109 3769 834 1840 1703 1002 765 603 824 623 4980 2324 2656 1201 413 is_linear=0 shrinkage=0.03 Tree=189 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 0 0 0 1 2 0 2 0 1 2 2 2 2 1 0 0 2 2 0 2 2 0 2 0 split_gain=12.4134 38.582 68.7506 21.2742 47.1644 17.7336 28.7708 19.439 51.0516 57.8529 42.6617 49.2623 47.5277 43.5589 36.6505 36.2249 35.4227 56.0944 43.8814 30.4496 28.8673 33.9445 32.9546 28.6527 67.5017 65.4551 53.1388 55.1749 63.6275 44.288 threshold=1.0000000180025095e-35 1.5000000000000002 94085.273437500015 45446.361328125007 50102.638671875007 113.878231048584 14.500000000000002 48.500000000000007 44.500000000000007 -7.4999999999999991 2704.067260742188 57.500000000000007 35052.082031250007 86.500000000000014 -36.499999999999993 3232.175903320313 305.33541870117193 195.44509887695315 997.99557495117199 -4.4999999999999991 51.500000000000007 56.500000000000007 2902.4506835937505 5947.2192382812509 34.500000000000007 9353.3178710937518 444.35388183593756 32.500000000000007 4911.6706542968759 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 -5 6 -3 8 23 -10 13 15 -13 14 -9 19 17 -11 -18 -12 -21 22 -22 26 -25 -26 29 -28 -29 -7 right_child=-2 5 -4 4 -6 7 -8 10 9 16 11 12 -14 -15 -16 -17 18 -19 -20 20 21 -23 -24 24 25 -27 27 28 -30 -31 leaf_value=0.00082066732455013901 -0.00023501568078382196 0.03314578997120881 0.018879950133027523 -0.060150536979038639 0.0016112192860036503 0.0047085883435016703 0.0027220714507391114 -0.041994755751819018 0.008106248969445588 -0.0022359998317180874 -0.0099037418080421095 -0.00064987529932098906 0.0039358441961137433 0.0090171484238909631 -0.00058204050804367704 0.0026322452922700112 -0.0092154988671391859 0.007134089875375141 -0.0026988684497020218 -0.011422672259207194 0.0095968674752538747 0.0023197217591177438 0.024292603856932354 -4.6811554086182972e-05 -0.0087382337056698695 -0.001557531550831005 0.00035051077928052732 0.0030335042495325667 -0.0083913024515483662 -0.0012390915045441544 leaf_weight=124.74248504429124 170641.25756781362 28.4878855869174 258.42933145072311 18.4820208363235 27.966736644506454 1205.2276961356401 1553.6905389279127 19.25403168797493 479.92670920491219 2197.7592256963253 71.200724884867668 9461.4217752665281 2591.1876544356346 431.68561170995235 17910.765908479691 7904.870675906539 1090.9372507631779 778.75853952765465 6303.5429612845182 50.693238243460655 318.40743026137352 233.52493652701378 241.49220472574234 37247.652447666973 1582.8298223912716 4106.7539844214916 30181.455027401447 13142.824701242149 453.87288662791252 17307.52526832372 leaf_count=6470 719079 159 11485 277 588 5521 6635 96 2380 8858 343 39260 11635 1858 73699 35483 4394 3150 25770 215 1326 956 1002 167650 6415 16599 132607 56009 1847 70495 internal_value=-5.77969e-05 0.000134421 0.00911237 -0.00563271 -0.0229639 0.000109838 0.00326987 7.76464e-05 -0.000117478 -0.00207669 0.00065494 0.00158278 0.000336007 -0.000399788 -0.000626511 0.00328647 -0.00254791 0.000215535 -0.00366029 0.00893645 0.0105256 0.0119279 0.0159353 8.45526e-05 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279.21791076660162 540.01754760742199 444.35388183593756 9.5555000305175799 10057.160644531252 84.500000000000014 6.4175000190734872 8173.5148925781259 1148.0775146484377 99992.636718750015 955.99880981445324 684.96466064453136 -3.4999999999999996 79002.019531250015 2.5000000000000004 99992.636718750015 40.666500091552741 1.0000000180025095e-35 50102.638671875007 56232.490234375007 89063.015625000015 17.500000000000004 13196.084960937502 1045.9146118164065 2799.732299804688 5681.6511230468759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 3 -3 4 -2 6 -6 8 10 16 -7 12 14 -4 -12 -9 -10 20 19 24 25 -22 28 -24 -19 26 27 -1 -23 -30 right_child=1 2 13 -5 5 7 -8 15 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0019946684729293036 -0.021689014815818104 0.0055517591687025596 -0.011956968138232403 -0.0085575896112607928 0.00052796243502060112 -0.0065828264663002631 0.026605784675888953 0.032674951650507364 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30520 1262935 13934 6809 1667 5246 1249001 267811 160263 5142 4961 is_linear=0 shrinkage=0.03 Tree=191 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 2 2 2 2 2 2 0 0 2 2 2 1 0 0 1 2 0 2 3 1 2 2 2 2 0 split_gain=16.9844 126.938 47.6084 35.6987 30.3881 39.1938 34.9327 30.0431 22.7677 58.2553 47.8824 58.2233 42.4256 55.0233 27.3243 25.2682 23.2653 22.0532 17.7038 17.6768 17.5708 77.4722 181.564 70.4276 76.9039 63.3972 60.619 50.7268 41.8525 132.294 threshold=80.500000000000014 31594.402343750004 93.500000000000014 22629.428710937504 279.21791076660162 563.99078369140636 444.35388183593756 99992.636718750015 1806.0396118164065 3673.2597656250005 8542.7006835937518 84.500000000000014 86.500000000000014 1236.168395996094 10057.160644531252 1384.018249511719 13.500000000000002 84.500000000000014 88.500000000000014 1.0000000180025095e-35 79002.019531250015 2.5000000000000004 99992.636718750015 40.666500091552741 1.0000000180025095e-35 50102.638671875007 56232.490234375007 89063.015625000015 36319.728515625007 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=20 3 -3 4 -2 6 19 -4 12 -10 17 14 -7 -14 -12 -15 -13 -11 -17 -6 23 22 27 28 -25 -26 -27 -22 -1 -30 right_child=1 2 7 -5 5 8 -8 -9 9 10 11 16 13 15 -16 18 -18 -19 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=5.1868408932917109e-05 -0.021110264228992037 0.005391537765448636 -0.011609669869644951 -0.011292455760896367 0.012228611221363697 -0.0080751846862919009 0.023887152586203133 0.0007986336131744062 0.0040781664525714797 -0.013878870205696879 -0.0019822168780608005 -0.0041296661586080006 0.0066658895076328337 -0.019533283575628255 0.0082655670378829586 0.026103179548959677 -0.020195827261642842 -0.0049190700810242466 -0.0053208332250811825 -0.0082903322985381032 0.00092347887227444986 -0.0017238769950493362 0.0069069361968055768 0.0018450775093088484 -0.0060136729472997606 -0.03035923564571422 -0.0031727501626336906 -0.012148507694364827 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threshold=80.500000000000014 31594.402343750004 93.500000000000014 15706.645507812502 279.21791076660162 540.01754760742199 444.35388183593756 9.5555000305175799 10057.160644531252 84.500000000000014 6.4175000190734872 7656.2912597656259 1148.0775146484377 99992.636718750015 955.99880981445324 636.29287719726574 -3.4999999999999996 12.500000000000002 1.0000000180025095e-35 79002.019531250015 2.5000000000000004 99992.636718750015 40.666500091552741 1.0000000180025095e-35 50102.638671875007 56232.490234375007 89063.015625000015 2799.732299804688 6368.3278808593759 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=19 3 -3 4 -2 6 18 8 10 16 -7 12 14 -4 -12 -9 -10 -5 -6 22 21 26 29 -24 27 -26 -21 -25 -29 -1 right_child=1 2 13 17 5 7 -8 15 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 23 24 25 -27 -28 28 -30 -31 leaf_value=0.00083141105869781364 -0.020548859238655112 0.0052358345820983764 -0.011272819066621973 -0.0071456974781010513 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33784 29338 28986 1020 27966 23929 5511 18418 4551 4351 3964 1425 4037 2241 4446 659 1361332 98397 30520 1262935 13934 6809 1667 5246 5142 4961 1249001 is_linear=0 shrinkage=0.03 Tree=193 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 2 2 2 2 2 2 0 0 2 2 2 1 0 0 0 2 1 1 1 2 0 2 3 1 2 split_gain=15.0525 112.509 42.2532 32.3388 27.1629 34.84 34.3098 26.6598 20.9587 55.1736 44.4373 52.3929 37.8596 50.7819 23.654 23.6025 21.5004 20.0948 16.8209 16.1187 15.8807 20.1385 15.726 15.5799 15.5627 68.7274 161.429 62.7769 68.8859 57.8649 threshold=80.500000000000014 31594.402343750004 93.500000000000014 22629.428710937504 279.21791076660162 540.01754760742199 444.35388183593756 99992.636718750015 1806.0396118164065 3673.2597656250005 8542.7006835937518 84.500000000000014 86.500000000000014 1236.168395996094 10057.160644531252 1384.018249511719 13.500000000000002 84.500000000000014 88.500000000000014 89.500000000000014 833.09243774414074 3.5000000000000004 1.0000000180025095e-35 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21.0251 15.834 15.7303 15.3828 14.9656 18.9897 14.8326 14.6717 14.6456 64.7254 threshold=80.500000000000014 31594.402343750004 93.500000000000014 22629.428710937504 279.21791076660162 540.01754760742199 444.35388183593756 99992.636718750015 1806.0396118164065 3673.2597656250005 8542.7006835937518 84.500000000000014 86.500000000000014 1236.168395996094 10537.723632812502 82.500000000000014 1384.018249511719 13.500000000000002 84.500000000000014 9139.0400390625018 81.500000000000014 88.500000000000014 9353.3178710937518 89.500000000000014 833.09243774414074 3.5000000000000004 1.0000000180025095e-35 -2.4999999999999996 79002.019531250015 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=28 3 -3 4 -2 6 26 -4 12 -10 18 14 24 -14 15 19 23 27 -11 20 -12 -18 -17 -15 -7 -26 -6 -13 -1 -30 right_child=1 2 7 -5 5 8 -8 -9 9 10 11 17 13 16 -16 22 21 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=9.6019286958849495e-05 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17.839101105928421 84.704214960336685 511.52049981057644 268.66769963502884 37.099878743290901 167.88393829762936 119.32286114990711 69.641528874635696 689.83348681032658 54.376203402876854 87.506667837500572 1460.0767999738455 4010.6945103248581 16356.941524401307 leaf_count=1262935 352 12001 1025 1935 279 3824 361 2939 5110 1938 194 392 2126 263 1802 268 77 361 2159 1086 150 732 485 305 2933 273 380 5999 30520 67877 internal_value=4.42314e-06 -0.00102125 0.00318621 -0.00295932 -0.00249929 -0.00231869 0.00866294 -0.00236213 -0.00267929 -0.00155759 -0.00333795 -0.00135281 -0.00487368 0.000302869 0.00395415 -0.000169812 -0.00880902 -0.00454582 -0.00859184 0.00455028 -0.00725177 -0.00214256 -0.00917937 -0.0183775 -0.00741162 -0.010555 0.000470752 -0.00376344 4.23867e-05 -0.000735705 internal_weight=327548 11690.9 3686.86 8004.01 7537.72 7458.37 237.12 884.527 7221.25 4778.6 3608.76 2619.14 2442.65 803.591 983.882 539.213 315.118 1635.26 989.621 353.838 85.1704 185.723 185.375 129.395 1639.06 744.21 153.19 1550.56 315857 20367.6 internal_count=1411081 49749 15965 33784 31849 31497 1020 3964 30477 19944 14834 10737 10533 3503 3985 2183 1377 6752 4097 1430 344 809 753 568 7030 3206 659 6391 1361332 98397 is_linear=0 shrinkage=0.03 Tree=195 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 2 2 0 1 2 0 2 0 2 0 2 1 1 0 2 0 0 0 1 2 1 2 0 2 split_gain=17.2369 41.1139 40.2055 37.0455 18.8811 20.0643 23.3256 17.4269 33.8883 18.4979 17.492 21.7623 24.1516 35.5929 18.4908 20.3576 21.7063 18.2535 26.9714 17.3646 15.2668 33.7773 17.6922 15.8564 29.7159 19.9174 14.6149 14.4662 13.781 17.9039 threshold=10.500000000000002 23.500000000000004 5808.2832031250009 18.500000000000004 71819.058593750015 31594.402343750004 12925.947753906252 2321.0456542968755 49.500000000000007 45.500000000000007 3346.970825195313 40.500000000000007 37758.167968750007 88.500000000000014 9801.5458984375018 47.500000000000007 4712.1987304687509 82.000000000000014 68.000000000000014 13.500000000000002 5681.6511230468759 26.500000000000004 25.500000000000004 28.500000000000004 27.500000000000004 13515.104003906252 31.500000000000004 1320.400329589844 73.500000000000014 5224.6887207031259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -3 5 6 19 8 -5 -10 -9 20 13 14 15 16 -13 18 -14 -4 21 22 -12 -22 -25 -26 -23 -11 -17 -30 right_child=1 3 4 7 -6 -7 -8 10 9 27 11 12 17 -15 -16 28 -18 -19 -20 -21 23 26 -24 24 25 -27 -28 -29 29 -31 leaf_value=2.152239149596963e-05 -0.0069311889560909404 -0.0047261807212815518 -0.022191438533928434 -0.010223584714304103 -0.0047206854059526062 0.018851911380391585 -0.0066917992384823823 0.0067170958156712608 0.00029441560120559016 0.041352903239197485 0.0048956781133867719 -0.0052193698296634488 0.0053063302544710022 -0.027296327537351124 0.0026728640920747884 -0.00027069645509466634 -0.029162308480609887 -0.016788241311883091 0.038328938608087545 0.013235441809376965 0.0083552213366516279 0.016548572077023913 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0.00648749 9.48874e-06 -0.00461883 0.00464917 0.0011527 -3.74928e-05 -0.00246458 -0.00445038 -0.00305825 -0.00611689 -0.0163199 0.00641721 0.00956093 0.0113075 0.00408344 0.00902525 -0.0142191 0.000252862 -0.00405465 0.00654686 0.0131516 0.0219269 -0.00321588 -0.0119535 internal_weight=327796 6735.63 788.895 5946.74 594.763 514.295 330.475 2964.25 587.151 221.266 2377.1 1958.24 1232.4 1007.21 949.358 619.003 137.037 225.192 198.325 241.978 725.841 316.948 47.7821 408.893 266.965 125.813 269.166 44.5422 481.966 121.501 internal_count=1412115 30911 3331 27580 2391 2066 1326 13166 3001 1074 10165 8466 5472 4390 4125 2767 674 1082 833 971 2994 1305 212 1689 1118 509 1093 192 2093 505 is_linear=0 shrinkage=0.03 Tree=196 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 1 2 0 1 2 0 2 0 2 0 2 1 1 2 0 0 0 1 2 1 2 1 1 2 0 split_gain=16.246 38.7389 38.2685 34.9054 17.2835 16.9856 16.4321 32.0225 17.2728 16.4548 20.5046 22.7734 33.8727 17.4365 19.3807 20.9197 17.2524 25.7052 14.3701 31.8142 16.8532 14.9275 28.1915 16.1916 13.8702 13.7804 13.7542 13.5028 13.2676 13.0037 threshold=10.500000000000002 23.500000000000004 3407.3515625000005 18.500000000000004 468.30728149414068 18.500000000000004 2321.0456542968755 49.500000000000007 45.500000000000007 3346.970825195313 40.500000000000007 37758.167968750007 88.500000000000014 9801.5458984375018 47.500000000000007 4712.1987304687509 82.000000000000014 68.000000000000014 5681.6511230468759 26.500000000000004 25.500000000000004 28.500000000000004 29.500000000000004 14362.723632812502 12.500000000000002 42314.533203125007 31.500000000000004 -52.499999999999993 1320.400329589844 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=27 2 4 -3 -2 -4 7 -5 -9 -8 18 12 13 14 15 -12 17 -13 19 20 -11 -20 -23 -24 -6 -7 -21 -1 -10 -16 right_child=1 3 5 6 24 25 9 8 28 10 11 16 -14 -15 29 -17 -18 -19 21 26 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.013429454813506223 0.021182362826995347 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25.327311664819717 141.94267597794533 217.72807249426842 24.756262466311455 170.25753703713417 12.41950413584709 83.777888268232346 72.965946465730667 14.216235429048536 51.424872308969498 320992.74341820413 25.098721630871296 121.24919617176056 leaf_count=1030 70 14414 2286 1927 200 340 1699 882 89 100 345 723 265 1358 1588 329 249 110 571 884 112 728 50 340 378 57 209 1380174 103 505 internal_value=-9.69238e-06 -0.00146889 0.00478116 -0.00229826 -0.010374 0.0076653 8.81383e-06 -0.00449083 0.00450319 0.00111917 -3.6824e-05 -0.00239551 -0.00432485 -0.00297075 -0.00594571 -0.0159421 0.00624028 0.00929006 0.00396461 0.00876021 -0.0138547 0.000245432 -0.00394075 0.00904119 -0.0142868 0.0191339 0.0127576 2.08768e-05 0.0211399 -0.00312135 internal_weight=327786 6725.99 787.967 5938.03 125.981 661.986 2960.02 585.86 221.549 2374.16 1955.28 1230.15 1005.51 948.166 617.802 136.099 224.643 197.999 725.126 316.729 47.5756 408.398 266.455 96.1974 112.083 98.868 269.153 321060 44.8066 481.703 internal_count=1412115 30911 3331 27580 648 2683 13166 3001 1074 10165 8466 5472 4390 4125 2767 674 1082 833 2994 1305 212 1689 1118 390 578 397 1093 1381204 192 2093 is_linear=0 shrinkage=0.03 Tree=197 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 2 0 0 2 0 1 2 0 2 0 2 0 2 1 1 1 2 0 0 0 1 2 3 1 split_gain=15.3115 36.4916 36.1701 32.8888 17.4831 18.9082 25.8325 21.9567 16.2939 15.4938 30.2577 16.2461 15.4795 19.3185 21.4718 32.2419 16.4378 18.4541 20.1633 16.3062 24.5139 14.3275 13.5286 29.9686 16.0583 14.0523 26.7749 17.9134 12.9898 12.9468 threshold=10.500000000000002 23.500000000000004 5808.2832031250009 18.500000000000004 71819.058593750015 28435.229492187504 12925.947753906252 15.500000000000002 13.500000000000002 2321.0456542968755 49.500000000000007 41.500000000000007 3346.970825195313 40.500000000000007 37758.167968750007 88.500000000000014 9801.5458984375018 47.500000000000007 4712.1987304687509 82.000000000000014 68.000000000000014 17.500000000000004 5681.6511230468759 26.500000000000004 25.500000000000004 28.500000000000004 27.500000000000004 13515.104003906252 1.0619999766349795 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -3 5 6 8 -8 -4 10 -5 -12 -11 22 15 16 17 18 -15 20 -16 -7 23 24 -14 -24 -27 -28 -18 -25 right_child=1 3 4 9 -6 21 7 -9 -10 12 11 -13 13 14 19 -17 28 -19 -20 -21 -22 -23 25 29 -26 26 27 -29 -30 -31 leaf_value=2.0250950281531678e-05 -0.0066380951580580685 -0.0044603156307742673 -0.021720783796990488 -0.0097031764139114459 -0.0046945460575132563 0.012153726581898843 0.0091589837688745984 -0.02277591620132894 0.012616298187127537 0.006319427157914676 -0.00015889404747325929 0.018942366753615939 0.004595416839027068 -0.0049256696640220055 0.0049986488893402339 -0.026149127919370435 0.021064353570803308 -0.0030285449971064883 -0.028182183957646045 -0.01606459268876255 0.0367328265358563 0.029675237755997185 0.0078600978089806844 0.015575166333355569 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-0.00436628 0.00436232 0.00108661 -3.60919e-05 -0.00232805 -0.0042022 -0.00288523 -0.00577783 -0.0155729 0.00606838 0.00902729 0.0177658 0.00384921 0.0085038 -0.0135012 0.000238271 -0.00382922 0.00623291 0.00251478 0.0123768 internal_weight=327776 6716.82 787.238 5929.58 594.141 513.673 320.743 79.0104 241.732 2955.95 584.581 221.809 2371.37 1952.47 1228.04 1003.95 947.117 616.747 135.169 224.09 197.665 192.93 724.426 316.478 47.365 407.947 265.995 125.612 330.37 269.113 internal_count=1412115 30911 3331 27580 2391 2066 1288 317 971 13166 3001 1074 10165 8466 5472 4390 4125 2767 674 1082 833 778 2994 1305 212 1689 1118 509 1358 1093 is_linear=0 shrinkage=0.03 Tree=198 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 1 2 0 1 2 0 2 0 2 0 2 1 1 1 1 2 0 0 0 1 2 2 0 2 1 split_gain=14.4304 34.3841 34.4971 30.9864 16.3419 15.3137 14.6104 28.59 15.2408 14.5622 18.2022 20.245 30.6931 15.4967 17.5699 19.4354 15.4116 23.391 13.3232 12.8429 12.7373 28.233 15.3045 13.2299 25.336 14.5112 12.6861 12.5493 12.564 26.2376 threshold=10.500000000000002 23.500000000000004 3407.3515625000005 18.500000000000004 468.30728149414068 18.500000000000004 2321.0456542968755 49.500000000000007 41.500000000000007 3346.970825195313 40.500000000000007 37758.167968750007 88.500000000000014 9801.5458984375018 47.500000000000007 4712.1987304687509 82.000000000000014 68.000000000000014 12.500000000000002 -52.499999999999993 5681.6511230468759 26.500000000000004 25.500000000000004 28.500000000000004 29.500000000000004 14362.723632812502 42314.533203125007 78.500000000000014 5561.5637207031259 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 4 -3 -2 -4 7 -5 -9 -8 20 12 13 14 15 -12 17 -13 -6 -1 21 22 -11 -22 -25 -26 -7 28 -16 -30 right_child=1 3 5 6 18 26 9 8 -10 10 11 16 -14 -15 27 -17 -18 -19 -20 -21 23 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=0.013165131324048309 0.02061019930066961 -0.004332817938938382 0.0053280976644820236 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141.95655898749828 269.04920214414597 24.280315294861794 169.49953155219555 12.440816715359686 83.53509221971035 14.206732317805288 49.311099708080292 88.071372523903847 53.133959487080574 leaf_count=1030 70 14414 2286 1927 200 340 1699 850 224 100 345 723 265 1358 1298 329 249 110 378 1380174 571 1093 112 728 50 340 57 204 375 216 internal_value=-9.1278e-06 -0.00138633 0.00450811 -0.00216906 -0.00994706 0.00723983 7.68738e-06 -0.00424583 0.00422911 0.00105504 -3.53831e-05 -0.0022625 -0.00408306 -0.00280217 -0.00561483 -0.015212 0.00590133 0.00877232 -0.0137985 1.96434e-05 0.00373762 0.00825564 -0.0131579 0.000231277 -0.00372182 0.00859451 0.0181417 -0.00293862 -0.00130242 0.00604 internal_weight=327767 6707.28 786.259 5921.02 124.97 661.289 2951.65 583.19 221.923 2368.46 1949.55 1225.92 1002.39 946.063 615.675 134.248 223.535 197.323 110.982 321059 723.632 316.2 47.151 407.432 265.475 95.9759 98.6613 481.426 432.115 141.205 internal_count=1412115 30911 3331 27580 648 2683 13166 3001 1074 10165 8466 5472 4390 4125 2767 674 1082 833 578 1381204 2994 1305 212 1689 1118 390 397 2093 1889 591 is_linear=0 shrinkage=0.03 Tree=199 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 2 0 0 2 0 1 2 0 2 0 2 0 2 1 1 3 1 2 0 0 0 1 2 1 split_gain=13.6002 32.3903 32.5472 29.1924 16.1938 17.6922 24.2857 20.7527 15.2927 13.777 27.0123 14.372 13.6996 17.1512 19.1491 32.563 16.699 16.7269 18.7343 16.3682 13.0285 12.8489 12.213 11.9966 26.6038 14.589 12.455 24.1273 16.1234 12.1868 threshold=10.500000000000002 23.500000000000004 5808.2832031250009 18.500000000000004 71819.058593750015 28435.229492187504 12925.947753906252 15.500000000000002 13.500000000000002 2321.0456542968755 49.500000000000007 45.500000000000007 3346.970825195313 40.500000000000007 47442.083984375007 88.500000000000014 9801.5458984375018 47.500000000000007 4712.1987304687509 95.500000000000014 17.500000000000004 1.0619999766349795 -52.499999999999993 5681.6511230468759 26.500000000000004 25.500000000000004 28.500000000000004 27.500000000000004 13515.104003906252 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=22 2 -2 -3 5 6 8 -8 -4 10 -5 -12 -11 23 15 16 17 18 -15 -16 -7 -18 -1 24 25 -14 -25 -28 -29 -26 right_child=1 3 4 9 -6 20 7 -9 -10 12 11 -13 13 14 19 -17 21 -19 -20 -21 -22 -23 -24 26 29 -27 27 28 -30 -31 leaf_value=0.012904132127068479 -0.0063564865275040003 -0.0042088204800827768 -0.02125664294175874 -0.0092064184015864612 -0.0046613622233631895 0.011648840086394966 0.0087344872035863413 -0.022321753599771316 0.012030083942340355 0.0059458044481366917 0.00023866014658711779 0.019186971239413701 0.0043143587370073266 -0.0046478898765900892 0.0088603572734733856 -0.0248843450344138 0.021024083550399128 -0.002851425067159445 -0.027242869302476561 -0.030520266585551108 0.028379740176939918 0.00092412347260611603 1.6397634298118985e-05 0.0073953022980363502 0.014757411994673862 -0.029147385541742558 -0.012194715252819189 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1.0000000180025095e-35 113.878231048584 50.500000000000007 65.776599884033217 53.500000000000007 78.500000000000014 77.500000000000014 170.13991546630862 1.247500002384186 2.279500007629395 20.500000000000004 135.80005645751956 49.500000000000007 1.5000000000000002 4.5000000000000009 35.500000000000007 1.0000000180025095e-35 3.4465000629425053 192.42346954345706 1.1054999828338625 1.6674999594688418 1.469500005245209 1.0000000180025095e-35 2.6375000476837163 1.0000000180025095e-35 1.0000000180025095e-35 7.5000000000000009 -5.4999999999999991 195.44509887695315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 15 5 -5 7 -6 9 12 -11 -12 13 -4 -14 16 -3 18 -13 20 26 22 23 -22 -23 -26 28 -28 -10 -21 right_child=-2 2 8 4 6 -7 -8 -9 19 10 11 17 14 -15 -16 -17 -18 -19 -20 29 21 24 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.030095242591039652 -0.016588803198842216 -0.0019717205307482415 0.0029327204801372925 -0.0014168059912322587 -0.004007844756533303 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103.21694120764732 2064.9063647985458 228.44060623645782 233.68460480868816 782.90160816907883 40.411238580942154 624.28255438804626 305707.23307344597 leaf_count=3891 377 2143 548 1080 3796 861 81 84 435 4206 299 1785 26696 618 7326 395 6896 2052 64 4862 10635 648 435 9270 956 1021 3253 236 2528 1314123 internal_value=-3.81411e-05 -3.60698e-05 -3.71989e-05 0.00165214 -0.00108856 0.00465967 -0.00393878 -0.00332229 -5.57859e-05 -0.00126535 0.00171292 -0.00384287 -0.00198052 -0.0104878 -0.00168804 0.00336998 0.00286161 -0.00517867 -0.00128433 -1.64821e-05 0.00123076 -0.000254931 -0.00150158 -0.00118478 0.00945576 0.0061676 0.00644908 0.00981514 0.00257508 -4.47044e-05 internal_weight=327598 327557 327545 3564.59 1373.41 455.257 918.149 902.007 323980 10196.1 1974.29 984.983 8221.84 273.267 7948.57 2191.19 2112.63 918.994 451.771 313784 6943.11 5404.44 4789.56 4686.34 614.879 462.125 1538.68 823.313 715.363 306841 internal_count=1411600 1411223 1407332 15336 5902 1941 3961 3880 1391996 43594 8406 4200 35188 1166 34022 9434 9039 3901 1849 1348402 29417 22965 20340 19905 2625 1977 6452 3489 2963 1318985 is_linear=0 shrinkage=0.03 Tree=201 num_leaves=31 num_cat=0 split_feature=0 0 2 0 2 0 0 0 2 3 3 0 2 0 1 1 0 1 3 2 0 0 0 0 0 0 2 2 3 3 split_gain=11.8415 12.0148 10.7521 17.5407 23.535 22.0603 20.8162 20.1149 16.1104 22.7129 63.4187 25.5992 21.4405 47.1439 17.6289 15.7467 15.3898 14.1591 14.6688 11.7523 21.9414 27.4611 29.0359 17.1808 30.5107 11.7285 13.7368 11.5504 56.2506 68.4388 threshold=98.500000000000014 1.0000000180025095e-35 113.878231048584 50.500000000000007 65.776599884033217 53.500000000000007 78.500000000000014 77.500000000000014 170.13991546630862 1.247500002384186 2.279500007629395 20.500000000000004 135.80005645751956 49.500000000000007 1.5000000000000002 4.5000000000000009 35.500000000000007 1.0000000180025095e-35 3.4465000629425053 65.776599884033217 13.500000000000002 15.500000000000002 20.500000000000004 25.500000000000004 5.5000000000000009 47.500000000000007 149.77716064453128 192.42346954345706 1.1054999828338625 1.6674999594688418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 15 5 -5 7 -6 9 12 -11 -12 13 -4 25 16 19 18 -13 23 -21 -22 -23 24 -3 26 -14 28 -10 -30 right_child=-2 2 8 4 6 -7 -8 -9 27 10 11 17 14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.030092418856171716 -0.016226164984318243 0.022114101559996106 0.0028444375592566722 -0.0013744203257219816 -0.0038889304144646263 0.011918928268563972 -0.037882987866765964 0.026972533248444775 0.0062537219295443003 0.007023302876119005 0.014312690482568096 -0.0022586792741518648 -0.024908941520873321 -0.022123446515427816 -0.0045848296216599487 0.016406007633818886 0.0041744676732120888 -0.008698723616303472 0.027596502542066963 0.033500845451535304 -0.039025960332040983 0.032492170060831244 -0.0015818017105064268 -2.1627467494141175e-05 -0.036104207559160252 -0.00017406906425773108 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33.385 32.3178 25.2151 50.5824 threshold=98.500000000000014 1.0000000180025095e-35 1.1980000138282778 48.500000000000007 45446.361328125007 -7.4999999999999991 3673.2597656250005 6665.8681640625009 2321.0456542968755 271.27960205078131 188.89690399169925 1148.0775146484377 2799.732299804688 -1.4999999999999998 3673.077514648438 1420.9512329101565 755.62243652343761 415.59368896484381 492.61546325683599 1.0000000180025095e-35 291.56593322753912 297.03073120117193 1.5000000000000002 955.99880981445324 1682.390319824219 1.0000000180025095e-35 1494.5967407226565 1957.453552246094 291.56593322753912 310.97680664062506 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 -3 8 -8 9 10 -7 16 -10 -14 -15 -13 17 19 -19 20 -11 -21 23 -18 25 26 -17 -26 -4 -30 right_child=-2 2 28 4 -6 6 7 -9 12 11 -12 15 13 14 -16 24 22 18 -20 21 -22 -23 -24 -25 27 -27 -28 -29 29 -31 leaf_value=0.030089679374223618 -0.01586921779773107 0.0075924564204624739 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512.12924371659756 181.53761902451515 204.705750182271 100.36739322543144 308.83205045759678 541.11388246715069 677.0865438580513 151.01820483803749 56.123935490846634 1007.2829115837812 3166.2987281084061 246703.15296523925 leaf_count=3891 377 1740 127261 137243 710 13016 5614 9483 6609 385 4650 889 2265 1318 5527 69 1764 359 2267 926 822 517 1660 2300 2760 662 227 4114 13328 1058847 internal_value=-3.58944e-05 -3.39449e-05 -3.50083e-05 -0.000439748 0.000278651 -0.00182516 -0.00203257 -0.00434938 -0.00138826 -0.00289732 -9.04208e-05 -0.00546357 0.00210554 -0.000829478 0.0014725 -0.00216257 -0.00833628 -0.00506858 0.00130842 -0.011568 -0.00379623 -0.019852 -0.0113954 -0.00882478 -0.00333345 -0.0129906 0.0077734 -0.00204999 3.39743e-05 0.000132596 internal_weight=327584 327544 327532 47694.7 31408.1 16286.6 15935.6 3467.41 12468.2 8707.3 4158.66 4548.64 3760.89 2141.42 1586.68 2116.55 2432.1 1175.96 593.568 582.388 300.483 281.905 1256.14 947.31 1908.23 223.856 72.8379 1684.37 279838 249869 internal_count=1411600 1411223 1407332 207896 137953 69943 68203 15097 53106 37387 17666 19721 15719 9110 6845 8721 11000 5276 2626 2650 1207 1443 5724 4064 7832 958 296 6874 1199436 1072175 is_linear=0 shrinkage=0.03 Tree=203 num_leaves=31 num_cat=0 split_feature=0 0 2 0 2 0 0 0 2 3 3 0 2 0 1 1 0 1 3 2 0 0 0 0 0 2 3 3 0 1 split_gain=10.6587 11.3114 10.3832 16.6103 22.0734 20.8632 20.0107 19.0078 14.6612 21.4366 59.6643 24.098 20.2423 44.7451 16.6158 14.6587 14.4996 13.3943 13.8645 11.1005 20.9372 26.2811 27.3664 16.3529 28.9374 11.0665 51.9845 64.3787 23.6878 21.9308 threshold=98.500000000000014 1.0000000180025095e-35 113.878231048584 50.500000000000007 65.776599884033217 53.500000000000007 78.500000000000014 77.500000000000014 170.13991546630862 1.247500002384186 2.279500007629395 20.500000000000004 135.80005645751956 49.500000000000007 1.5000000000000002 4.5000000000000009 35.500000000000007 1.0000000180025095e-35 3.4465000629425053 65.776599884033217 13.500000000000002 15.500000000000002 20.500000000000004 25.500000000000004 5.5000000000000009 192.42346954345706 1.1054999828338625 1.6674999594688418 60.500000000000007 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 -1 3 15 5 -5 7 -6 9 12 -11 -12 13 -4 -14 16 19 18 -13 23 -21 -22 -23 24 -3 26 -10 28 29 -28 right_child=-2 2 8 4 6 -7 -8 -9 25 10 11 17 14 -15 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.030087020604144445 -0.015517937581847283 0.021653617287253304 0.0028000125504532777 -0.0013442751243502068 -0.0037552858328919279 0.011583583423888369 -0.03738899533425942 0.026316256272468089 0.0060324270509853365 0.006833194488443755 0.013903798635756 -0.0021664676806053785 -0.00091309284920434628 -0.0215449429538737 -0.0044349031385309389 0.015829185945771738 0.0040774289438953457 -0.0084379834129954152 0.026928852797150873 0.032976824367076496 -0.038469108811895712 0.031595120282203404 -0.0015107253715395804 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10.7503 13.4373 10.7101 10.5946 12.9531 10.4853 19.988 25.1532 25.8014 15.5661 27.4463 threshold=98.500000000000014 1.0000000180025095e-35 113.878231048584 50.500000000000007 65.776599884033217 53.500000000000007 78.500000000000014 77.500000000000014 170.13991546630862 1.247500002384186 2.279500007629395 20.500000000000004 135.80005645751956 49.500000000000007 1.5000000000000002 4.5000000000000009 35.500000000000007 1.0000000180025095e-35 3.4465000629425053 164.59277343750003 54.500000000000007 1.0000000180025095e-35 47.500000000000007 149.77716064453128 65.776599884033217 13.500000000000002 15.500000000000002 20.500000000000004 25.500000000000004 5.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 15 5 -5 7 -6 9 12 -11 21 13 -4 22 16 24 18 -13 20 -16 -12 23 -14 28 -26 -27 -28 29 -3 right_child=-2 2 8 4 6 -7 -8 -9 -10 10 11 17 14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=0.030084442109975951 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1626.7489923238754 463.55232286453247 15.17330466210842 186.01289102435112 11.553305864334105 37.594053238630295 4686.1719229668379 1747.5562066733837 16.940478503704071 15.76577754318714 24.140174761414528 316.69859531521797 61.956977754831314 37.848475590348244 leaf_count=3891 377 60 548 1080 3796 861 81 84 1348402 4206 134 1785 105 618 6363 395 6896 2052 64 912 51 165 19405 7186 94 78 110 1353 264 184 internal_value=-3.37872e-05 -3.19522e-05 -3.29536e-05 0.00152983 -0.000982037 0.0042569 -0.00358511 -0.00301816 -5.0136e-05 -0.0011371 0.00158764 -0.00349707 -0.0017916 -0.00961137 -0.00152391 0.00310239 0.00264063 -0.00472197 -0.00114859 -0.00430957 -0.00333999 0.0134844 -0.000885735 -0.00286103 -0.00178408 0.000612365 -0.000900163 0.000813429 -0.00992936 -0.022764 internal_weight=327562 327522 327511 3561.72 1371.31 455.193 916.118 900.799 323949 10182.9 1972.25 981.516 8210.68 271.766 7938.91 2190.41 2110.2 915.481 451.929 1479.76 1293.74 66.0353 6459.16 1772.98 483.447 373.545 356.605 340.839 109.902 47.9447 internal_count=1411600 1411223 1407332 15336 5902 1941 3961 3880 1391996 43594 8406 4200 35188 1166 34022 9434 9039 3901 1849 7326 6414 299 26696 7291 2143 1635 1541 1463 508 244 is_linear=0 shrinkage=0.03 Tree=205 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 1 1 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 2 0 0 2 0 split_gain=13.7953 10.8893 20.6373 20.3737 34.9156 19.4846 25.8813 14.8908 19.8259 16.5321 34.5379 18.4214 13.3337 12.1944 16.6655 11.0003 23.261 20.7829 39.7618 12.9016 24.6679 10.4542 10.438 10.0008 9.39568 62.6713 71.1092 52.8837 53.7367 63.8792 threshold=-52.499999999999993 142.59513854980472 170.13991546630862 46.500000000000007 35.500000000000007 113.878231048584 1.0000000180025095e-35 2.5000000000000004 41.500000000000007 28.500000000000004 41.500000000000007 26.500000000000004 31.500000000000004 78.500000000000014 77.500000000000014 65.776599884033217 13.500000000000002 15.500000000000002 20.500000000000004 23.500000000000004 5.5000000000000009 -1.4999999999999998 1.0000000180025095e-35 42.500000000000007 49.500000000000007 65050.789062500007 55.500000000000007 80.500000000000014 3673.2597656250005 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 3 7 4 15 -6 -7 9 12 11 -11 -3 -9 14 -5 19 -17 -18 -19 20 -2 -13 -4 -12 -24 27 -27 28 29 -26 right_child=1 2 22 13 5 6 -8 8 -10 10 23 21 -14 -15 -16 16 17 18 -20 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31 leaf_value=0.013818734524687367 0.020427011369911836 9.487360240319277e-05 0.030081942254413376 -0.00017284313765249937 0.0053709021148732536 0.0043109989039577272 0.028713856545547159 0.0026307454024912446 -0.0063723990683902812 0.012399400727523043 -0.020844022809903003 1.032329330164771e-05 0.03886680340870878 -0.018125263804407599 0.028614174256205261 0.027570824892644553 -0.029819485583605747 0.032118647600229311 -0.00092964868501391629 -0.00093448894114496234 -0.033131623817767582 -0.01505727103432453 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0.00342805 0.00673544 0.0166611 -0.00154116 -0.00533069 -0.00109649 -0.000716369 -0.00659554 0.0151772 -0.000197144 -1.80975e-05 -0.000602746 0.000440624 -0.000370559 0.000317104 -0.00953429 -0.0216846 -0.01198 6.27977e-06 -0.00107234 5.28401e-06 0.000277916 0.00392799 9.28225e-05 0.000370553 -0.000211117 internal_weight=327476 327411 321635 5776.18 2357.14 1294.76 156.485 7953.25 835.23 7118.02 6657.79 460.223 40.3752 3419.03 3385.23 1062.39 951.26 923.644 902.568 111.125 46.0553 254.999 313682 6481.87 313671 83486.9 4029.25 79457.6 70393 47165.8 internal_count=1411128 1410094 1385283 24811 10137 5520 660 34104 4466 29638 27685 1953 203 14674 14508 4617 4102 3957 3853 515 237 1073 1351179 26951 1347356 354317 17493 336824 298591 203203 is_linear=0 shrinkage=0.03 Tree=206 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 1 1 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 2 0 2 1 0 1 1 split_gain=13.1262 10.2463 19.4266 19.1734 32.8326 18.2146 24.0404 14.0712 18.6265 15.5759 32.4748 17.3811 12.2529 11.5373 15.7817 10.3886 22.0199 19.7461 37.4725 12.2946 23.4109 9.87638 9.41778 9.11813 30.7884 16.8089 14.7785 13.1715 8.9986 10.2925 threshold=-52.499999999999993 142.59513854980472 170.13991546630862 46.500000000000007 35.500000000000007 113.878231048584 1.0000000180025095e-35 2.5000000000000004 41.500000000000007 28.500000000000004 41.500000000000007 26.500000000000004 31.500000000000004 78.500000000000014 77.500000000000014 65.776599884033217 13.500000000000002 15.500000000000002 20.500000000000004 23.500000000000004 5.5000000000000009 -1.4999999999999998 42.500000000000007 65.776599884033217 53.500000000000007 87.386707305908217 1.5000000000000002 52.500000000000007 34.500000000000007 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 7 4 15 -6 -7 9 12 11 -11 -3 -9 14 23 19 -17 -18 -19 20 -2 -13 -12 24 -5 27 -26 -25 29 -4 right_child=1 2 28 13 5 6 -8 8 -10 10 22 21 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 25 26 -27 -28 -29 -30 -31 leaf_value=0.013552956278292413 0.019975935384807637 9.2027025978663656e-05 2.0115166736212453e-05 -0.00044116200176363447 0.0052106588661373857 0.0041847369541174063 0.027670661632201197 0.0025488124447901228 -0.006200236280519791 0.012018067563487105 -0.020234229153132062 1.0014543514275796e-05 0.037099272734573058 -0.017676302265416617 0.027933226307226 0.026904095734047416 -0.02920332503340585 0.031205773868071423 -0.00090178705837977338 -0.00090644875767705436 -0.032411585421932967 -0.014638571195377838 -0.00097211355399256182 -0.023922445025272621 0.0089713712688562278 0.00012592065850556552 0.02976833098946053 -0.0047171233690709953 0.0028598512411845034 -0.0012871337504256843 leaf_weight=64.246618743985891 9.7648657113313657 205.22523291409016 307162.58115126332 681.66764438152313 1138.0835016071796 77.233209922909737 79.707957476377487 26.426239877939224 792.45483653247356 176.05725035071373 22.925658389925957 52.078562065958977 14.202784821391104 33.629427835345268 18.083517760038376 27.454457089304924 20.877977937459946 33.995024427771568 868.49235478043556 65.069919146597385 35.910520434379578 202.46966201066971 6458.4789296984673 34.587243214249611 143.40168380737305 2014.1263733357191 39.146936565637589 454.05629713833332 991.30733620375395 5517.9742121770978 leaf_count=1034 59 880 1321496 2907 4860 321 339 133 4263 734 95 218 70 166 80 145 104 156 3697 278 178 855 26856 151 608 8636 167 1959 4271 25412 internal_value=-5.87596e-06 -8.53667e-06 -3.10263e-05 0.0012439 0.00332586 0.00653187 0.0161129 -0.00149554 -0.00518452 -0.00106373 -0.000694918 -0.00640415 0.0146267 -0.000191248 -1.75409e-05 -0.00058523 0.000427607 -0.00035962 0.000307645 -0.00928109 -0.0212117 -0.0116416 -0.00104025 -0.00016766 0.0024891 -0.00108505 0.0134312 -0.00607652 6.09314e-06 -2.95427e-06 internal_weight=327462 327397 321622 5775.29 2356.59 1295.02 156.941 7950.32 833.084 7117.24 6657.46 459.773 40.629 3418.7 3385.07 1061.57 950.82 923.365 902.487 110.745 45.6754 254.548 6481.4 3366.99 864.216 2502.77 182.549 488.644 313672 312681 internal_count=1411128 1410094 1385283 24811 10137 5520 660 34104 4466 29638 27685 1953 203 14674 14508 4617 4102 3957 3853 515 237 1073 26951 14428 3682 10746 775 2110 1351179 1346908 is_linear=0 shrinkage=0.03 Tree=207 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 1 1 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 2 0 2 0 0 2 0 split_gain=12.4872 9.64135 18.2867 18.0448 30.8755 17.0376 22.3553 13.2956 17.5033 14.6753 30.5373 16.4003 11.2807 10.9152 14.9475 9.81105 20.8453 18.7624 35.3248 11.7171 22.2208 9.33105 8.87041 8.78633 8.75586 59.0235 66.8814 51.8218 48.0456 60.1077 threshold=-52.499999999999993 142.59513854980472 170.13991546630862 46.500000000000007 35.500000000000007 113.878231048584 1.0000000180025095e-35 2.5000000000000004 41.500000000000007 28.500000000000004 41.500000000000007 26.500000000000004 31.500000000000004 78.500000000000014 77.500000000000014 65.776599884033217 13.500000000000002 15.500000000000002 20.500000000000004 23.500000000000004 5.5000000000000009 -1.4999999999999998 42.500000000000007 71819.058593750015 49.500000000000007 52483.353515625007 55.500000000000007 80.500000000000014 3673.2597656250005 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=23 3 7 4 15 -6 -7 9 12 11 -11 -3 -9 14 -5 19 -17 -18 -19 20 -2 -13 -12 -1 -4 27 -27 28 29 -26 right_child=1 2 24 13 5 6 -8 8 -10 10 22 21 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0048089941245621024 0.01953262873753419 8.9265783096203111e-05 -8.9537997520365524e-05 -0.00016267617974004387 0.0050552282115342807 0.0040621202107764889 0.026681533849914053 0.0024695281492357782 -0.0060323121775284197 0.011649513342187365 -0.019645579068773292 9.7139294783908166e-06 0.035458265736871934 -0.01723794186956704 0.027273275857274452 0.026253837304758387 -0.028602050836983212 0.03032734148192414 -0.00087475913993655238 -0.00087925040090295009 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internal_value=-5.70219e-06 -8.28354e-06 -3.00975e-05 0.00120672 0.00322679 0.00633473 0.0155872 -0.00145126 -0.0050421 -0.00103196 -0.00067411 -0.00621841 0.0141024 -0.000185573 -1.70411e-05 -0.000568226 0.000414982 -0.000349002 0.000298477 -0.00903474 -0.0207507 -0.011313 -0.00100911 0.0132899 5.91029e-06 0.000269119 0.00343422 6.80626e-05 0.00034019 -0.000205057 internal_weight=327455 327392 321618 5774.25 2355.98 1295.24 157.354 7947.42 830.982 7116.44 6657.12 459.317 40.867 3418.27 3384.82 1060.74 950.372 923.079 902.398 110.366 45.2954 254.091 6480.95 63.5631 313670 83476 4985.93 78490.1 69792.3 47162 internal_count=1411128 1410094 1385283 24811 10137 5520 660 34104 4466 29638 27685 1953 203 14674 14508 4617 4102 3957 3853 515 237 1073 26951 1034 1351179 354317 21520 332797 296103 203203 is_linear=0 shrinkage=0.03 Tree=208 num_leaves=31 num_cat=0 split_feature=1 1 0 0 0 2 2 1 0 1 2 1 2 3 2 2 3 2 1 3 3 3 0 2 2 2 0 1 0 0 split_gain=11.8825 9.5498 12.5986 29.6549 11.7934 10.5366 40.6026 38.0268 25.7373 24.3256 18.3576 17.9796 17.5406 16.6125 16.6095 16.4527 19.7539 19.174 18.4193 18.0374 16.0205 23.2253 15.6237 15.5227 15.2169 23.7795 18.4305 17.5977 14.404 32.334 threshold=-52.499999999999993 -1.4999999999999998 74.500000000000014 65.500000000000014 4.5000000000000009 3673.077514648438 2078.127319335938 -7.4999999999999991 28.500000000000004 -21.499999999999996 211.06961059570315 -7.4999999999999991 1193.5148925781252 1.7404999732971194 337.55393981933599 327.07788085937506 1.469500005245209 381.33543395996099 -2.4999999999999996 1.247500002384186 1.7404999732971194 1.8174999952316286 54.500000000000007 182.51656341552737 279.21791076660162 320.40057373046881 45.500000000000007 -4.4999999999999991 60.500000000000007 54.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 6 8 9 14 -8 11 23 15 28 -6 16 24 22 -18 -19 -13 -22 -17 -10 27 26 -26 -12 29 -14 right_child=1 -3 -4 -5 5 -7 7 -9 10 -11 12 20 13 -15 -16 17 18 19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.01303391330587125 0.0031798229158439039 -8.228028505725252e-05 0.0024979874957665486 -0.0031776260059395169 0.0069257829280773252 -0.00011557191883484256 -0.0051444758888039991 0.0018473454835321193 0.0016680546106186932 0.0099383406878802861 0.0078025896522530714 -0.00027596445751154586 0.0030738700227693687 -0.0050326431425476567 0.0011875885116701458 -0.010861580284317178 -0.0045425642174899538 -0.0067619456681091341 0.00031060396237193969 -0.0011383816615699418 0.024655186372672926 0.0023774680880509691 0.0065619696156008229 0.012149973024742987 0.034266732962957777 -0.018856740805786219 0.0080029975585717388 -0.0019472161721190661 0.017973610480438804 -0.013199241931948371 leaf_weight=62.885131942108274 1334.3737307442352 270569.98076817486 2346.3609121888876 2177.2709876000881 490.29475452750921 25068.905014209449 108.09782496839762 5121.0168875008821 300.91224010288715 877.06991365551949 259.28919038176537 3841.2979420870543 1403.1887945830822 334.8751752525568 6131.521769143641 465.76812438666821 1388.4520270526409 724.88484369218349 1427.3919832855463 1758.8641968816519 56.281391948461533 167.35789734125137 51.433222562074661 220.20311902463436 41.193519115447998 17.658638432621956 57.773002058267593 466.14083579182625 51.221594497561455 119.22806543111801 leaf_count=1034 12393 1154177 10254 9267 2253 110282 604 22719 1489 4676 1169 15824 6302 1502 27750 1944 5912 3018 5764 7434 244 712 213 1080 169 72 238 1892 220 521 internal_value=-5.53189e-06 -8.03659e-06 0.000345576 0.000252844 0.000395698 0.000322782 0.000747375 0.00288573 8.70953e-05 0.00828337 -0.000680817 0.000851027 -0.0015008 0.00103475 0.00161246 -0.00222752 -0.000876839 -0.00387389 -0.00208242 -0.00277962 0.000178466 0.00798391 -0.00912889 0.00609731 0.00315465 0.0132128 0.0189349 0.00153764 0.00232591 0.00179944 internal_weight=327441 327378 56808.3 54462 52284.7 50950.3 25881.4 6106.18 19775.2 985.168 13153.4 4586.05 8567.36 1908.51 6621.82 6658.85 3657.9 3000.95 2815.84 2483.75 4064.94 223.639 517.201 521.115 842.055 116.625 98.9665 725.43 1573.64 1522.42 internal_count=1411128 1410094 255917 245663 236396 224003 113721 27999 85722 5280 55719 19349 36370 8545 30003 27825 15216 12609 11676 10452 16780 956 2157 2569 3540 479 407 3061 7043 6823 is_linear=0 shrinkage=0.03 Tree=209 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 1 1 0 0 0 0 0 0 0 1 0 0 0 2 0 0 1 1 1 0 2 1 0 2 split_gain=11.2999 8.99964 17.2116 16.8387 29.0114 15.9991 20.8148 12.5474 16.4517 14.0193 28.6891 15.5227 10.4036 10.3332 14.1595 9.29691 27.3618 18.0958 15.8566 11.709 9.08182 8.73966 9.08064 9.01621 9.64476 33.9205 28.8796 14.9539 19.1727 15.3967 threshold=-52.499999999999993 142.59513854980472 170.13991546630862 46.500000000000007 35.500000000000007 113.878231048584 1.0000000180025095e-35 2.5000000000000004 41.500000000000007 28.500000000000004 41.500000000000007 26.500000000000004 31.500000000000004 78.500000000000014 77.500000000000014 1.0000000180025095e-35 13.500000000000002 15.500000000000002 19.500000000000004 87.386707305908217 34.500000000000007 98.500000000000014 1.0000000180025095e-35 34.500000000000007 10.500000000000002 23.500000000000004 4814.8464355468759 18.500000000000004 40.500000000000007 3673.2597656250005 decision_type=2 2 2 2 2 2 2 2 2 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 4 15 -6 -7 9 12 11 -11 -3 -9 14 -5 16 -2 19 -19 -17 -20 23 -23 24 -4 26 -26 -27 29 -29 right_child=1 2 21 13 5 6 -8 8 -10 10 -12 -13 -14 -15 -16 17 -18 18 20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.012776346810051093 0.031662469018213027 6.1257218374538558e-05 2.1135109744285155e-05 -0.00015639546440999989 0.0048886202946100575 0.0039430411168321121 0.025744961634700792 0.0023953570060792312 -0.0058663035260333191 0.011290151462506941 -0.00097620974337888722 -0.011037785346703037 0.033933412187774355 -0.016814610935031456 0.026634291347041036 -0.030041017333468468 0.00074814078253704992 0.02634128843588205 -0.0010073194379325162 0.00327349429753574 -0.013148516554771618 0.012468965304517785 -0.021817138072846371 0.0028690414820931025 -0.0065318106458370061 -0.0035923429953915952 0.0074508976842483721 -0.0026208597006370346 -0.0029333805614773279 0.0058950860699181502 leaf_weight=62.238198587670922 27.29130582511425 205.17333443462849 307105.41752572823 3366.7380720973015 1137.4270502328873 77.122640401124954 80.600597083568573 26.483753249049187 787.80401401221752 176.27223996818066 6480.395806774497 253.55825293064117 14.604835137724875 33.276095733046532 17.849154978990555 34.498717755079269 461.40440194308758 17.721428781747818 442.33542233705521 13.100680008530615 63.395789682865143 8.9837154299020749 30.743976309895515 988.10121241956949 168.71740618348122 2826.9168486893177 626.88299424946308 283.20150722563267 1022.1559624671936 587.38013727962971 leaf_count=1034 165 880 1321234 14428 4860 321 339 133 4263 734 26951 1073 70 166 80 181 1967 77 1902 57 268 37 340 4164 838 13509 2528 1355 4748 2426 internal_value=-5.35878e-06 -7.78882e-06 -2.88633e-05 0.00116624 0.00311822 0.00613026 0.0150844 -0.00140789 -0.00490108 -0.00100096 -0.00065139 -0.0060736 0.0136055 -0.000178669 -1.51105e-05 -0.000562883 0.00247456 -0.00316227 -0.00155187 -0.0208719 -0.00252928 6.06568e-06 -0.0140639 7.84805e-06 -1.19533e-06 -0.00124462 0.00448568 -0.00221059 -0.000146849 0.00312484 internal_weight=327428 327366 321593 5772.76 2354.9 1295.15 157.723 7944.29 828.893 7115.4 6656.67 458.732 41.0886 3417.86 3384.59 1059.75 488.696 571.052 523.453 47.5994 505.731 313649 39.7277 313609 312621 5515.25 795.6 4719.65 1892.74 870.582 internal_count=1411128 1410094 1385283 24811 10137 5520 660 34104 4466 29638 27685 1953 203 14674 14508 4617 2132 2485 2247 238 2170 1351179 377 1350802 1346638 25404 3366 22038 8529 3781 is_linear=0 shrinkage=0.03 Tree=210 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 2 0 2 0 2 0 1 2 3 0 3 2 3 0 1 0 1 0 1 1 1 2 3 3 split_gain=11.6036 15.7824 17.4638 13.3783 9.9262 9.59098 11.4204 57.1281 43.1443 42.9309 125.997 66.3317 50.453 43.0776 35.0159 49.7815 48.0208 34.3904 32.7169 23.2663 43.3766 32.1334 31.2326 22.6641 27.463 21.9625 21.2837 19.7151 46.1674 43.0818 threshold=94.500000000000014 4086.971069335938 94085.273437500015 98.500000000000014 10.500000000000002 113.878231048584 291.56593322753912 60.500000000000007 310.97680664062506 48.500000000000007 216.75743103027347 54.500000000000007 1.0000000180025095e-35 135.80005645751956 1.1980000138282778 49.500000000000007 1.469500005245209 252.50982666015628 2.3904999494552617 47.500000000000007 1.0000000180025095e-35 46.500000000000007 1.5000000000000002 38.500000000000007 5.5000000000000009 -8.4999999999999982 11.500000000000002 305.33541870117193 1.247500002384186 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=5 3 4 -2 -3 -1 7 9 14 17 13 -12 -13 -11 15 -8 27 23 -18 21 -21 -19 -23 -7 -25 -15 -27 29 -29 -16 right_child=1 2 -4 -5 -6 6 8 -9 -10 10 11 12 -14 25 16 -17 18 19 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=0.0015512176367437861 0.0070617244323099501 -0.0089818380390458957 -0.0013472481930193278 -0.02036466868280714 -0.030979919037509313 0.0012726390649142037 -0.01547655376547267 -0.0040870502640134232 4.5732811373784886e-06 -0.013023326480614791 -0.0012345205054860933 0.0045750240292513683 0.016601776858533816 0.010174114061065945 0.020711605595201431 0.01573989302495165 0.0020574756264998603 -0.0031232861464916039 0.01189597601785551 0.0099763980588390214 -0.028143318000256663 0.022395944353779312 -0.025642996381062995 -0.00068272277811297062 -0.0071739829085284892 0.00027599004809855416 -0.012933489608693644 -0.019667734437243546 0.040829483442207749 -0.015704020547658626 leaf_weight=3531.9586291462183 173.48355001956224 319.29772761464119 477.06030811555684 17.633908741176128 19.593894094228745 5749.8096010833979 181.51854154467583 3629.1906029284 280716.86825430579 222.38136018812656 453.86152285337448 505.56299068033695 828.20517295598984 199.7650283575058 112.30692426860332 61.573450714349747 2588.0814167708158 4707.3853844627738 344.71548834443092 39.478219166398048 84.091944962739944 77.173114642500877 14.463247179985045 11899.233272626996 617.00232841074467 9627.1235046833754 111.04477685689926 13.857889607548712 62.805564701557159 39.530632361769676 leaf_count=15239 779 1433 2222 99 99 24343 813 15472 1212180 967 1896 2097 3443 999 460 260 10858 19848 1510 160 436 318 91 49551 3722 40613 775 58 258 162 internal_value=-1.35308e-05 -0.00322881 -0.0050464 0.00453116 -0.0102537 -3.61098e-06 -2.06188e-05 -0.000503637 4.52847e-05 -0.000133513 0.00132738 0.00867201 0.0120431 3.51447e-05 0.00340224 -0.00756965 0.00424594 -0.000886236 0.00321387 -0.00311174 -0.0159648 -0.00278078 0.0148138 -0.000286477 -0.00100272 0.000327354 0.000125362 0.0174924 0.0298938 0.0112309 internal_weight=327426 1007.07 815.952 191.117 338.892 326419 322887 38765.8 284121 35136.6 11947.9 1787.63 1333.77 10160.3 3404.39 243.092 3161.3 23188.6 2932.8 4922.59 123.57 4799.02 91.6364 18266 12516.2 9937.93 9738.17 228.501 76.6635 151.838 internal_count=1411161 4632 3754 878 1532 1406529 1391290 164731 1226559 149259 50790 7436 5540 43354 14379 1073 13306 98469 12368 20853 596 20257 409 77616 53273 42387 41388 938 316 622 is_linear=0 shrinkage=0.03 Tree=211 num_leaves=31 num_cat=0 split_feature=0 2 2 3 1 1 0 1 2 2 1 0 2 2 0 1 2 2 0 0 2 0 0 2 2 1 2 2 2 2 split_gain=10.9281 14.8615 16.4966 12.8285 9.55546 9.06269 31.9405 38.8699 31.647 20.8188 30.1143 28.3647 43.8696 30.7914 16.3135 16.1934 15.4024 15.3141 58.3875 25.8901 27.7912 19.2434 22.9258 19.5336 18.1033 17.1228 15.3735 14.7267 23.4165 20.2822 threshold=94.500000000000014 4086.971069335938 94085.273437500015 21.500000000000004 10.500000000000002 10.500000000000002 22.500000000000004 18.500000000000004 4611.3833007812509 2321.0456542968755 42.500000000000007 73.500000000000014 30543.693359375004 83842.167968750015 49.500000000000007 35.500000000000007 5224.6887207031259 6088.5393066406259 44.500000000000007 28.500000000000004 28435.229492187504 25.500000000000004 41.500000000000007 2533.3342285156255 1384.018249511719 15.500000000000002 52483.353515625007 219.36421203613284 586.15780639648449 415.59368896484381 decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 -1 8 17 -7 10 14 13 16 -11 15 -9 -13 21 19 20 -19 24 23 -23 -8 -25 -21 -24 29 -29 right_child=1 2 -4 -5 -6 6 7 9 -10 11 -12 12 -14 -15 -16 -17 -18 18 -20 26 -22 22 27 25 -26 -27 -28 28 -30 -31 leaf_value=1.9187039386129047e-05 -0.0051198203699593841 -0.008726212516727368 -0.0013067558366566588 0.010747369003724909 -0.030439909928578323 -0.0074652494824611303 0.0036415718533438809 -0.0083963295443594908 0.0080674777682851299 0.003687542278647169 0.01353633634685179 -0.032020250451674094 0.0077739932806557398 -0.040886999722237548 0.00064264002198082676 -0.028463466250085338 -0.010234323553134346 0.0041881733759551558 0.0013634463371831568 -0.019668445757116931 -0.021568408549826026 -0.0024676707013009161 -0.011152328216147223 0.0040004988660677435 -0.023411469944412139 0.020555102031380969 0.0036998348756394012 0.0013501259196382464 -0.0046623286754604067 0.025048620682345049 leaf_weight=319819.73803729773 76.460972338914871 318.79936072975397 477.08767001517117 114.57829150557518 19.34700695425272 148.79651296138763 31.909361079335213 298.690479144454 571.38220974802971 1930.670057490468 73.109028488397598 33.949390567839146 140.65358078479767 14.049059405922888 166.1396096944809 41.18172100186348 209.05437779426575 118.04255647957325 400.34951275587082 356.24407032132149 55.396245181560516 292.2637187987566 229.03537711501122 201.15898777544498 73.63525764644146 78.049118489027023 27.277465164661407 126.52334578335285 930.91729155182838 43.738353624939919 leaf_count=1376182 350 1433 2222 528 99 746 174 1660 2306 8171 312 160 598 58 838 193 876 476 1688 1635 228 1651 1598 844 338 325 117 742 4370 243 internal_value=-1.31311e-05 -0.00313466 -0.00489954 0.00439673 -0.00996856 -3.50795e-06 -0.00110455 -0.00183586 0.00485825 0.000628776 -0.00446139 0.00189482 -0.00556006 0.00336553 -0.00706171 -0.0108278 -0.013278 -0.00425307 -0.00737527 -0.0136568 -0.00403846 -0.002764 -0.00207199 0.00295348 -0.0152325 0.00862813 -0.0180064 -0.00423098 -0.0027914 0.00743801 internal_weight=327418 1006.27 815.234 191.039 338.146 326412 6592.22 5872.04 720.179 2907.5 579.121 2328.38 383.657 1944.72 506.012 339.872 243.004 2964.54 957.31 556.96 173.439 2007.23 1901.69 571.472 105.545 279.208 383.522 1330.21 1101.18 170.262 internal_count=1411161 4632 3754 878 1532 1406529 30347 27295 3052 12866 3003 9863 1634 8229 2691 1853 1036 14429 4144 2456 704 10285 9773 2820 512 1169 1752 6953 5355 985 is_linear=0 shrinkage=0.03 Tree=212 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 1 1 2 3 0 0 2 0 0 2 0 0 0 2 0 2 2 2 1 2 2 0 1 1 1 split_gain=10.8447 9.13133 11.0501 17.0494 18.2797 24.5317 14.9684 10.6487 27.7664 31.5759 30.4837 27.3073 113.147 113.852 41.0138 39.6522 96.0946 29.9873 33.3453 24.788 42.522 42.4976 24.5177 24.1699 23.6331 26.5022 23.1953 22.9683 22.7265 22.3904 threshold=92.000000000000014 113.878231048584 35.500000000000007 46.500000000000007 87.386707305908217 -1.4999999999999998 3.5000000000000004 930.90408325195324 8.545499801635744 68.500000000000014 13.500000000000002 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 28.500000000000004 88.500000000000014 1087.538757324219 17.500000000000004 911.27563476562511 799.78054809570324 1148.0775146484377 23.500000000000004 361.94923400878912 356.29209899902349 48.500000000000007 1.0000000180025095e-35 14.500000000000002 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 6 4 -4 -6 -1 8 9 10 -3 12 13 14 -9 16 -15 -14 -19 20 21 24 -18 -17 25 -12 28 -10 -21 -11 right_child=-2 7 3 -5 5 -7 -8 11 27 29 19 -13 17 15 -16 23 22 18 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0036115470899579999 -0.024972895932704468 -0.0050051235902300092 0.0079932045553186698 0.00045817879477197794 0.015682325185843525 -0.0034227868826845966 0.026090900243611468 -0.017011199959742256 0.010013798518735373 -0.0025184439536749749 0.0053148052050031435 -1.6999985717606422e-06 -0.0031666696930022172 0.0059608671639465776 -0.0018564296144173702 0.0087073782274729155 -0.0065671159919587826 0.042922908005672909 0.0043725477208219595 -0.00054514434185044054 0.022510596916303673 -0.0030214404800213562 0.0017785541544873456 -0.027845888378836725 0.0019232849551284201 0.020814945841249592 0.00058955851786407151 0.00025134224817700655 -0.0081544881904716312 0.01114592516306989 leaf_weight=477.13956636935472 15.665560347959397 1168.1721588596702 717.70052847266197 1913.6314908415079 73.873022258281708 333.84922023117542 15.774638429284094 177.16452630609274 425.2309889420867 6820.6338350623846 607.7511205971241 220436.42723004869 4109.2067854106426 3851.895944647491 1731.6620324924588 2101.6526908278465 826.04025726020336 23.066306471824646 162.16325750946999 54196.056009143591 87.431056708097458 1449.1937895566225 513.91195178031921 16.407483711838722 3662.5103292167187 118.66160055994987 20468.645059719682 442.70783346891403 355.56649978458881 109.66091933846474 leaf_count=2134 211 5290 3054 8222 339 1417 73 792 2168 28748 2751 955222 17669 16878 7773 8774 3440 102 707 228526 387 6427 2151 76 15815 567 86782 1895 2205 566 internal_value=-1.27449e-05 -1.15506e-05 0.00150559 0.00218138 0.00511144 3.87667e-05 -0.00266099 -2.80962e-05 -0.000305583 -0.000357632 -0.000193511 7.85484e-05 0.00138762 0.00326124 -0.00326299 0.0049649 0.00355364 -0.00263442 0.00917316 -0.000124072 0.0017439 0.0014329 -0.0033663 0.00842422 0.00290369 0.0078468 -0.000271616 0.00503428 -0.000594742 -0.00230223 internal_weight=327409 327394 3531.97 3039.05 1125.42 407.722 492.914 323862 89912.2 89044.3 82114 233950 13513.2 9218.73 1908.83 7309.91 5191.85 4294.44 185.23 80945.8 5925.55 5838.12 1339.95 2118.06 4388.92 726.413 75020.3 867.939 54551.6 6930.29 internal_count=1411161 1410950 15239 13032 4810 1756 2207 1395711 382127 378064 348750 1013584 58362 39884 8565 31319 22469 18478 809 343460 25947 25560 5591 8850 19133 3318 317513 4063 230731 29314 is_linear=0 shrinkage=0.03 Tree=213 num_leaves=31 num_cat=0 split_feature=1 0 1 2 3 2 0 2 2 1 2 0 1 2 1 2 1 2 2 2 0 0 1 1 0 0 2 1 2 0 split_gain=10.4016 8.75372 8.63632 15.1773 10.5185 29.1968 16.9949 20.0769 16.0519 15.8556 11.1715 20.2803 14.7302 11.4485 15.4895 10.6439 10.8302 8.7858 8.54264 10.5992 15.0606 53.0888 21.1874 16.2145 14.9386 13.0581 12.9541 11.9577 11.8355 18.3831 threshold=92.000000000000014 98.500000000000014 -26.499999999999996 45446.361328125007 3.4465000629425053 4337.8815917968759 55.500000000000007 2225.1726074218755 2362.8337402343755 -35.499999999999993 16079.829101562502 9.5000000000000018 -46.499999999999993 8542.7006835937518 -47.499999999999993 18871.722656250004 -32.499999999999993 415.59368896484381 113.878231048584 170.13991546630862 44.500000000000007 36.500000000000007 1.0000000180025095e-35 2.5000000000000004 41.500000000000007 30.500000000000004 142.59513854980472 -2.4999999999999996 149.77716064453128 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 4 5 6 8 -8 9 -1 13 -12 -13 14 -6 -14 -17 -11 -4 20 21 25 24 -22 -23 27 -26 -20 -24 -30 right_child=-2 -3 18 -5 10 -7 7 -9 -10 17 11 12 15 -15 -16 16 -18 -19 19 -21 23 22 28 -25 26 -27 -28 -29 29 -31 leaf_value=-0.024383596515569421 -0.024685714924781454 -0.01449753149222063 0.0014510582652068631 0.012860165509007475 -0.041365360415070024 0.016586168071408443 0.010744134587260088 -0.035991577050301787 0.013722458078684933 0.02811087885068083 0.0036492493173590403 0.013800893845136926 -0.043604333121842621 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15233 1542 90 706 60 118 349 62 545 90 116 571 461 60 141 109 221 1346622 32619 231 304 4980 160 1604 147 3006 155 202 internal_value=-1.23621e-05 -1.12032e-05 -9.54206e-06 0.00332583 0.00127093 0.0054902 -0.00309194 -0.0206728 0.00249949 -0.00840465 -0.00264081 -0.00910723 -0.0198651 0.00258324 -0.00539056 -0.0253227 -0.0168832 0.00651038 -1.66611e-05 -3.26976e-05 -0.000985584 0.00188565 0.0134794 -0.00144954 0.00457614 -0.00102593 -0.00418825 -0.00331448 0.0210177 0.0131455 internal_weight=327399 327383 327346 697.197 573.576 275.941 155.596 37.545 118.051 59.8761 297.635 133.002 72.1533 164.632 81.6666 62.0882 42.4784 30.969 326649 323118 10175.1 1415.45 284.117 8759.6 130.266 1131.33 74.6828 752.124 153.851 81.1845 internal_count=1411161 1410950 1410666 5182 3640 1566 860 178 682 333 2074 952 407 1122 551 317 201 171 1405484 1390251 43629 6030 1199 37599 538 4831 307 3227 661 357 is_linear=0 shrinkage=0.03 Tree=214 num_leaves=31 num_cat=0 split_feature=0 0 2 2 0 1 3 2 2 2 0 2 0 2 2 0 2 0 2 0 2 2 1 1 2 2 0 1 2 0 split_gain=10.2905 10.0589 13.9892 15.7271 12.258 9.41604 8.87612 66.0563 114.062 25.9988 178.513 87.1541 99.7715 77.4772 73.3399 112.334 63.1421 96.9022 82.4021 42.8735 42.0299 44.1997 41.7188 38.815 41.6694 42.9494 38.3324 37.0219 30.3155 69.8897 threshold=1.0000000180025095e-35 94.500000000000014 4086.971069335938 94085.273437500015 98.500000000000014 1.0000000180025095e-35 14.476500034332277 31594.402343750004 10057.160644531252 79002.019531250015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 99992.636718750015 2.5000000000000004 52483.353515625007 4.5000000000000009 39114.154296875007 3.5000000000000004 47442.083984375007 42314.533203125007 1.5000000000000002 1.0000000180025095e-35 56232.490234375007 50102.638671875007 4.5000000000000009 1.0000000180025095e-35 42314.533203125007 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 6 4 5 -3 -4 -2 8 -8 10 23 12 13 27 -11 -16 17 18 -14 -13 21 -20 -15 -9 25 -25 -18 -12 29 -19 right_child=1 2 3 -5 -6 -7 7 9 -10 14 11 19 16 22 15 -17 26 28 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.030079501068794288 -4.8679647754316818e-05 0.0067032446703665692 -0.0017844274649413947 -0.0012156978234854389 -0.019723579161388203 -0.012862418027792878 0.0011034343553614659 -0.0020140654727190664 -0.0061999357765137901 -0.0058264497852598129 -0.0022441961982555617 0.019064571492861913 -0.026856427198947316 0.0023813028837584658 0.0064500591772856082 -0.00089899713518364359 0.014322547270326886 -0.00094066970951608834 0.0048165524104829003 -0.011576362973541506 0.0061147033627107512 -0.014103533946908038 0.032250649843584507 -0.0076150299920368612 -0.00035047403367512999 -0.029861649460685258 -0.0074040008062605141 -0.015913688418532447 0.012245495381730762 0.0099651648149841586 leaf_weight=10.227730305166913 301461.85620426387 173.56565444171429 96.873482152819633 476.51577671989799 17.378593362867832 240.46093345433474 5066.0827817879617 251.99850755929947 3103.6316533889621 1370.2298332173377 303.97260174155235 470.14911440387368 126.47327979654074 416.63467002660036 2877.6213937019929 5356.2133884653449 854.88991920650005 988.11985670775175 177.52930136024952 45.035410389304161 406.75839261710644 297.09459494054317 46.813216164708138 121.82772625982761 106.26190585643053 217.61960010230541 79.916976444423199 431.37494878470898 662.59954213351011 1137.8534867241979 leaf_count=3880 1269451 779 400 2222 99 1132 25137 2268 16543 6333 1742 3222 547 2260 25356 23038 4517 4478 855 199 2004 1370 199 756 550 1112 391 1733 3292 5296 internal_value=-1.19882e-05 -1.29282e-05 -0.00300996 -0.00472455 0.00429803 -0.00968111 -3.70154e-06 0.000540479 -0.00167108 0.00161935 0.00298997 0.00455037 0.00352212 -0.00420843 0.000599958 0.00166941 0.00548088 0.00376113 -0.00421134 0.0163861 -0.000961895 -0.00702663 0.00539843 -0.0114245 -0.0167451 -0.0218773 0.0124651 -0.0102631 0.00664256 0.0048963 internal_weight=327394 327383 1004.79 813.85 190.944 337.334 326379 24916.7 8169.71 16747 7142.92 6445.22 5930.03 1198.8 9604.06 8233.83 4731.24 3796.43 1007.86 515.185 881.382 474.624 463.448 697.708 445.709 339.447 934.807 735.348 2788.57 2125.97 internal_count=1411161 1407281 4632 3754 878 1532 1402649 133198 41680 91518 36791 32105 28684 5934 54727 48394 22750 17842 4776 3421 4229 2225 2459 4686 2418 1868 4908 3475 13066 9774 is_linear=0 shrinkage=0.03 Tree=215 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 2 2 2 0 1 0 0 2 2 2 0 2 0 2 0 2 2 0 2 2 2 0 1 1 2 split_gain=9.92111 9.08189 22.7387 8.99516 14.7542 19.1671 15.0684 11.62 9.90487 10.0817 8.36737 7.70557 64.8357 97.4691 30.6668 159.437 66.6744 92.5236 66.21 98.6614 64.6324 54.8961 91.3836 74.6608 51.3445 61.3797 67.5459 48.3741 47.0242 35.0471 threshold=98.500000000000014 -29.499999999999996 47442.083984375007 3673.077514648438 14993.919433593752 18871.722656250004 17792.297851562504 1607.8663330078127 21.500000000000004 -34.499999999999993 11.500000000000002 6.5000000000000009 31594.402343750004 10057.160644531252 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 52483.353515625007 4.5000000000000009 39114.154296875007 47442.083984375007 42314.533203125007 5.5000000000000009 2.5000000000000004 1.5000000000000002 47442.083984375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -1 9 -7 -11 12 13 -3 15 -14 -16 -18 19 20 -17 22 23 -21 25 26 -24 -28 -22 -25 right_child=-2 11 -4 4 5 8 -8 -9 -10 10 -12 -13 14 -15 16 18 17 -19 -20 21 28 -23 24 29 -26 -27 27 -29 -30 -31 leaf_value=0.0068240054517696149 -0.015480940054456944 0.00090551941312386273 0.017184283708595125 0.009579937268979247 -0.010244702174830972 0.0062377397465125739 -0.054015455836403194 -0.012724136981620983 0.024904746747262629 -0.002738452994730071 -0.03933012564308868 -2.2407371848701147e-05 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leaf_count=274 373 28478 1361 1119 175 450 64 441 91 98 43 1273532 4645 16184 6215 3384 24658 22025 3330 525 2220 4808 4324 2185 113 3156 4579 415 190 1956 internal_value=2.33453e-05 2.51042e-05 0.00403645 0.000967505 0.00382601 -0.00411557 -0.0233461 -0.00591995 0.00323185 -0.00142434 -0.0177101 1.888e-05 0.000532758 -0.00167752 0.0016188 0.00312631 0.000495568 0.00153637 0.0046373 0.00372737 -0.00401861 0.00571622 0.00407945 -0.00372551 0.00694847 0.00735173 0.00480533 0.0099902 0.00479802 -0.000616791 internal_weight=327410 327373 507.182 411.2 290.595 122.088 33.7511 120.606 88.3372 72.7151 23.2652 326866 24308.9 8009.05 16299.8 6959.42 9340.39 7992.68 6265.62 5763.84 1177.57 4586.27 3672.88 987.219 2685.66 2660.51 2027.39 1068.99 457.554 864.476 internal_count=1411411 1411038 4116 2755 2040 921 239 715 682 591 141 1406922 133390 44662 88728 35830 52898 46683 31185 27855 5794 22061 17253 4666 12587 12474 9318 4994 2410 4141 is_linear=0 shrinkage=0.03 Tree=216 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 3 2 0 1 1 1 0 2 1 0 0 2 1 1 2 2 1 2 2 3 2 3 2 2 0 split_gain=9.54425 22.5699 18.9239 15.5073 8.94725 22.68 24.2347 20.9769 41.4482 27.0162 29.9671 33.8658 33.7377 23.4979 16.3113 14.6345 20.9374 18.7312 18.1764 20.4398 14.4309 16.16 14.2191 21.6305 14.5331 13.2126 22.881 25.4335 23.3912 20.3506 threshold=97.500000000000014 58311.849609375007 89063.015625000015 4814.8464355468759 -1.4999999999999998 6.4175000190734872 13196.084960937502 44.500000000000007 -20.499999999999996 -11.499999999999998 -33.499999999999993 27.500000000000004 79002.019531250015 -2.4999999999999996 15.500000000000002 1.5000000000000002 99992.636718750015 -8.4999999999999982 -3.4999999999999996 94085.273437500015 24156.202148437504 -11.499999999999998 12367.713378906252 1045.9146118164065 7.0125000476837167 1806.0396118164065 2.5095000267028813 207.88987731933597 361.94923400878912 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=4 3 -3 -2 5 6 25 9 -9 10 -8 12 14 -11 -12 18 22 -18 -7 -20 -10 -22 23 -17 -25 26 27 -1 -28 -27 right_child=1 2 -4 -5 -6 15 7 8 20 13 11 -13 -14 -15 -16 16 17 -19 19 -21 21 -23 -24 24 -26 29 28 -29 -30 -31 leaf_value=0.0010077815705391421 -0.0060855987940210826 -0.046470606093243813 -0.010207259202106571 0.024702171621165826 -4.5566418583189063e-05 0.028497052179158759 0.019023917974692366 0.027690870133223768 -0.0024474476740662188 0.00016679531759959128 -0.0009236882264974911 0.002992808351081446 0.0075022423491759131 -0.0039398726529854457 -0.018334297443444888 0.0071851473361838293 0.0069096252786277424 -0.0026099260459260501 -0.027751077827984125 0.019445011168481463 0.017832482957366825 0.0017800178518033859 0.003758584922358366 -0.0063144254426191213 0.00069884419966056142 0.0017581026094800683 0.005642184134142139 -0.0018058792127300534 0.00056216353778555097 -0.00010924140464216349 leaf_weight=4338.6657341122627 32.683577343821526 15.001039944589136 94.79205533862114 26.795069888234138 270394.55690951226 40.927285413257778 35.240396656095982 51.546386256814003 894.16582423448563 2948.1459701657295 55.495428442955017 152.43444815278053 62.194852083921432 2182.1641290485859 380.31078578531742 421.02552331984043 214.6723947301507 1394.1112208217382 14.733665090054272 18.792051881551743 59.209470734000206 1207.385108590126 3540.2202270105481 304.14402867853642 2116.1988617293537 11949.054273996269 959.56028324365616 8667.7236602604389 5443.6131469681859 9372.5608503520489 leaf_count=18328 169 75 588 144 1153593 2149 205 326 3849 11990 273 630 254 8831 1561 2172 1474 6810 377 952 300 5475 18981 1407 10823 54050 4241 36477 23901 41006 internal_value=2.26637e-05 -0.0070991 -0.0151619 0.00778426 2.63478e-05 0.000368547 0.000124797 -0.00138168 0.00110471 -0.00232746 -0.00792032 -0.00938015 -0.0131674 -0.00157997 -0.0161172 0.00184224 0.00171888 -0.00133966 0.0150812 -0.00129642 0.00047048 0.00253042 0.00248994 0.000909255 -0.000182454 0.00042173 -0.000144579 -0.000867299 0.00132344 0.000937255 internal_weight=327388 169.272 109.793 59.4786 327219 56824.3 48759.5 8028.29 2212.31 5815.99 685.676 650.436 498.001 5130.31 435.806 8064.83 7990.37 1608.78 74.453 33.5257 2160.76 1266.59 6381.59 2841.37 2420.34 40731.2 19409.6 13006.4 6403.17 21321.6 internal_count=1411411 976 663 313 1410435 256842 211697 33694 9950 23744 2923 2718 2088 20821 1834 45145 41667 8284 3478 1329 9624 5775 33383 14402 12230 178003 82947 54805 28142 95056 is_linear=0 shrinkage=0.03 Tree=217 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 3 1 1 0 2 0 2 2 2 0 2 1 2 1 2 2 2 3 0 0 2 1 0 1 2 split_gain=9.23191 8.51787 21.37 22.8045 19.9994 18.4088 17.9928 14.9111 78.7231 28.6118 25.9216 26.6187 14.4316 17.1631 14.0411 19.7246 17.8086 19.0699 17.6556 13.6137 27.0902 20.8312 17.6761 13.1849 13.1345 13.0091 12.5971 12.5365 24.6937 22.1356 threshold=98.500000000000014 -1.4999999999999998 6.4175000190734872 13196.084960937502 76.500000000000014 1.247500002384186 -31.499999999999996 -11.499999999999998 32.500000000000007 79002.019531250015 70.500000000000014 17792.297851562504 94085.273437500015 24156.202148437504 1.5000000000000002 99992.636718750015 -3.4999999999999996 94085.273437500015 -8.4999999999999982 7303.1936035156259 3118.6667480468755 3178.1462402343755 7.0125000476837167 15.500000000000002 24.500000000000004 16079.829101562502 -18.499999999999996 56.500000000000007 -19.499999999999996 3751.9816894531255 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 27 5 12 -7 8 9 23 -9 -12 13 25 16 19 -4 -18 -17 20 -16 -22 -23 -8 -25 -5 -24 -1 -29 -30 right_child=-2 -3 14 4 -6 6 7 10 -10 -11 11 -13 -14 -15 15 18 17 -19 -20 -21 21 22 26 24 -26 -27 -28 28 29 -31 leaf_value=0.00062588138322106762 -0.015020356371997097 -4.6448915319296452e-05 0.028416932847541817 0.0059177861501319507 0.0054758442125220587 0.016038568775710253 0.00011690194476311482 -0.0013809715608718634 0.012175406687965049 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901.87039843946695 94.180283442139626 4271.2832154035568 1538.2836461216211 leaf_count=153167 373 1154196 2149 864 1737 279 257 24464 793 288 139 970 66 980 6852 1474 377 952 6810 21081 92 496 324 1242 582 1033 4538 469 17871 6496 internal_value=2.19919e-05 2.36791e-05 0.000357635 0.000121096 -0.00134041 -0.00166939 -0.00212848 -0.00225623 -0.00631386 -0.0115682 -0.00177889 -0.011236 0.00304374 0.00371985 0.00178894 0.00166887 0.0148515 -0.00124862 -0.0012993 0.00241803 0.000646101 -0.00291106 -0.00234089 -0.014104 -0.0157817 0.000255459 -0.001019 0.000409151 -0.00086916 -0.000622125 internal_weight=327372 327335 56808.4 48751.6 8026.67 7657.1 6977.46 6928.74 729.295 567.905 6199.44 250.318 679.644 663.767 8056.73 7983.35 73.3856 33.5576 1608.91 6374.44 2420.52 1072.83 1053.24 497.374 444.889 437.917 944.025 40724.9 5903.75 5809.57 internal_count=1411411 1411038 256842 211697 33694 31957 29014 28735 3162 2369 25573 1109 2943 2877 45145 41667 3478 1329 8284 33383 12302 5450 5358 2081 1824 1897 4862 178003 24836 24367 is_linear=0 shrinkage=0.03 Tree=218 num_leaves=31 num_cat=0 split_feature=0 1 3 2 0 3 1 1 0 2 0 2 2 2 0 2 1 2 1 2 3 2 0 0 1 0 2 2 3 2 split_gain=8.75796 8.01808 20.1367 21.4565 18.8399 17.3242 17.0347 14.0396 74.1092 26.8869 24.2868 24.7392 13.5488 16.2035 13.4675 18.5825 17.4451 17.815 16.6411 13.2219 15.9834 12.5838 12.3814 12.3333 12.2731 12.2718 12.2456 12.2236 21.498 23.8124 threshold=98.500000000000014 -1.4999999999999998 6.4175000190734872 13196.084960937502 76.500000000000014 1.247500002384186 -31.499999999999996 -11.499999999999998 32.500000000000007 79002.019531250015 70.500000000000014 17792.297851562504 94085.273437500015 24156.202148437504 1.5000000000000002 99992.636718750015 -3.4999999999999996 94085.273437500015 -8.4999999999999982 68603.160156250015 8.545499801635744 25796.883789062504 15.500000000000002 24.500000000000004 -24.499999999999996 5.5000000000000009 16079.829101562502 1806.0396118164065 2.5095000267028813 207.88987731933597 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 27 5 12 -7 8 9 22 -9 -12 13 26 16 19 -4 -18 25 -16 -21 -10 -8 -24 -25 -17 -5 28 29 -1 right_child=-2 -3 14 4 -6 6 7 10 21 -11 11 -13 -14 -15 15 18 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00096664012920405376 -0.014688474777779296 -4.5055559228524465e-05 0.028335827729179038 0.0057481803060573542 0.0053225551506731628 0.015683075609174299 0.00011340034109913856 -0.0013394308044335753 0.0028243668988185825 0.0061270337748882226 -0.035056734262677358 -0.0071990840296074689 -0.024389552233799433 0.010148959155898833 0.0019796527505913514 0.014057971517408962 -0.024833443311878155 0.018998764848141687 -0.002452730988670208 -0.0030078162404461812 0.010615973882889875 0.019658209698296056 -0.018701198560909141 0.019995595693532073 -0.010768831399634389 -0.00034834399905923772 -0.0043281013570031319 0.0008929371070184913 0.0012756845286594979 -0.0017559637969320515 leaf_weight=4337.5602525100112 36.423582030460238 270526.13312575314 38.759880119934678 198.85501007735729 368.81927525997162 48.337882608175278 52.482520282268524 5949.6123205274343 74.462538734078407 70.496799245476723 33.037531584501266 218.05459459125996 15.925650075078009 225.30467522144318 5935.7879686318338 102.04360522329807 15.479698304086922 18.107073269784451 1395.7614376544952 101.26971544325352 330.23342572897673 86.266921326518059 303.74803139269352 12.834136143326758 128.75276872515678 111.21584420651197 239.01973786950111 21312.35469398438 6400.1631884351373 8670.4546880573034 leaf_count=18328 373 1154196 2149 864 1737 279 257 24464 344 288 139 970 66 980 30749 947 377 952 6810 431 2203 449 1242 55 527 527 1033 95056 28142 36477 internal_value=2.13407e-05 2.29776e-05 0.000347032 0.000117497 -0.00130021 -0.0016192 -0.00206436 -0.00218816 -0.00612623 -0.0112129 -0.00172514 -0.0108645 0.00295498 0.00361163 0.00173721 0.00162034 0.0146225 -0.00120292 -0.00126017 0.00234824 0.0074186 0.0118594 -0.0136684 -0.0152926 -0.00798019 0.00654501 0.000247908 0.000396926 -0.00014775 -0.000848104 internal_weight=327358 327321 56795.2 48746.5 8026.01 7657.19 6978.09 6929.75 729.044 568.314 6200.7 251.092 679.105 663.179 8048.66 7976.31 72.3467 33.5868 1609.02 6367.29 431.503 160.729 497.817 445.335 141.587 213.259 437.875 40720.5 19408.2 13008 internal_count=1411411 1411038 256842 211697 33694 31957 29014 28735 3162 2369 25573 1109 2943 2877 45145 41667 3478 1329 8284 33383 2634 793 2081 1824 582 1474 1897 178003 82947 54805 is_linear=0 shrinkage=0.03 Tree=219 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 0 0 0 2 2 0 2 0 2 0 2 0 2 1 1 2 0 2 1 2 0 0 2 0 2 split_gain=8.52538 21.7213 18.3154 14.2084 8.06824 52.679 87.2195 58.7116 58.7844 46.2107 36.5124 36.2856 156.767 63.2491 88.4903 55.231 92.7141 55.6796 45.0422 39.3454 44.2161 40.9363 55.7935 37.4735 43.4237 36.025 35.8093 35.1754 34.2913 34.2696 threshold=97.500000000000014 58311.849609375007 89063.015625000015 4814.8464355468759 36319.728515625007 55.500000000000007 6.5000000000000009 65.500000000000014 65050.789062500007 99992.636718750015 49.500000000000007 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 1.5000000000000002 1.0000000180025095e-35 54479.306640625007 4.5000000000000009 47442.083984375007 1.0000000180025095e-35 56232.490234375007 82.500000000000014 90.500000000000014 42314.533203125007 79.500000000000014 58311.849609375007 decision_type=2 2 2 2 2 2 2 2 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 25 6 11 -7 26 -8 -11 12 23 -13 -15 16 17 -14 -19 29 21 22 -21 -6 -25 -1 28 -23 -9 -18 right_child=1 2 -4 -5 5 7 9 8 -10 10 -12 13 15 14 -16 -17 19 18 -20 20 -22 27 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=1.7499178075165507e-05 -0.0054940353696519484 -0.045752279285908332 -0.0098101516742520409 0.023996470364136768 -0.00084198619452029166 0.0095019589995240204 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289.44923327118158 107.20235756784678 6281.9102868288755 181.26164741069078 425.75745287537575 824.25674614310265 68.588485948741436 leaf_count=1188607 169 75 588 144 2018 4290 52545 5339 15147 29942 274 6251 2899 25393 22183 3386 7337 2238 190 1098 1813 2376 1818 1622 549 26597 761 1907 3441 414 internal_value=2.07084e-05 -0.00672689 -0.0146707 0.00788356 2.41822e-05 0.000411365 -5.39082e-05 0.00282651 0.00166505 -0.00132778 -0.00321395 0.00168796 0.00360406 0.000547418 0.00155899 0.00538837 0.0043262 -0.00335952 0.00456433 0.00676471 0.0093167 0.00716632 0.00157241 -0.0105771 -0.0161365 -3.31405e-05 -0.00206921 0.0110916 -0.000971561 0.0026593 internal_weight=327343 168.436 109.111 59.3247 327174 42191.9 35376.6 6815.23 5805.18 20433.3 7436 14943.4 5575.89 9367.48 8017.41 4952.72 4452.24 1072.36 457.567 3379.88 2084.27 1677.9 691.887 623.163 396.652 284982 2294.45 986.009 2113.18 1295.62 internal_count=1411411 976 663 313 1410435 195231 166253 28978 24688 82761 30216 83492 29665 53827 47576 25476 22090 5327 2428 16763 9012 7199 2916 4189 2171 1215204 9541 4283 8780 7751 is_linear=0 shrinkage=0.03 Tree=220 num_leaves=31 num_cat=0 split_feature=2 0 0 1 1 2 0 0 1 2 1 2 2 0 0 3 0 2 2 2 0 1 2 2 2 2 3 3 2 1 split_gain=12.2991 35.4446 23.2337 19.4032 28.0514 17.2065 56.7161 154.942 46.7751 56.887 56.4289 48.9962 40.9708 97.3816 40.3881 37.9946 78.6033 115.608 198.706 94.5728 79.0389 127.864 63.9175 115.362 60.0298 65.9784 152.555 108.32 102.676 103.697 threshold=555.07958984375011 88.500000000000014 69.500000000000014 1.5000000000000002 10.500000000000002 3673.077514648438 45.500000000000007 37.500000000000007 -6.4999999999999991 1896.9642333984377 2.5000000000000004 2748.945678710938 1748.5217285156252 47.500000000000007 44.500000000000007 2.0774999856948857 49.500000000000007 5009.0314941406259 8173.5148925781259 11541.221191406252 51.500000000000007 1.5000000000000002 3673.2597656250005 4911.6706542968759 4611.3833007812509 10798.300781250002 4.4095001220703134 4.4095001220703134 16437.536132812504 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 6 7 -2 -9 14 -11 -12 13 -8 -10 16 17 -7 -19 20 21 -18 -22 -24 -17 26 -26 28 29 -27 right_child=5 -3 3 4 -6 15 12 8 9 10 11 -13 -14 -15 -16 24 19 18 -20 -21 22 -23 23 -25 25 27 -28 -29 -30 -31 leaf_value=-0.0002872909936052359 2.2399731150657342e-05 0.024827534129363081 -0.0016645431771653615 -0.0087569286026977101 0.014485484936511242 0.00050321188572144014 -0.0092607350441892729 0.012129353262114615 0.0071696425825527633 0.00072853059796313129 0.0012501004470018299 0.012478866347933078 0.00020532135439395595 -0.00097644673432168132 7.8856127773213781e-05 -0.0018332158548731462 0.0043279773463059919 -0.0091075864962981857 -0.0016309099534530039 0.0033222172230080679 -0.0044794103581862824 -0.0098618701966408841 0.0046584725058237538 -0.0035293337408999095 0.0029935675439734261 -0.0020221168587386444 -0.0015267010021270174 0.00062921680183209664 -0.0011156799711635641 -0.013847857540564777 leaf_weight=67928.910115875304 38171.780553882942 50.091632381081581 3202.793600320816 666.09414412081242 50.260545298457146 12300.439603917301 1464.8910091370344 571.99633524566889 4073.625059530139 6884.4117748141289 647.02899208664894 761.16781815886497 20394.682378351688 9959.3907266557217 878.93313410878181 11934.321773838485 4290.3309521824121 4068.1849142760038 14976.269991919398 7457.6262306496501 5403.1502899378538 659.35924224555492 2700.405694141984 3631.3282119333744 21322.578187286854 1462.5334061458707 9811.5266169859096 52847.639107563533 17216.028176382184 1227.4035933613777 leaf_count=288398 165284 223 13282 3050 256 52195 6473 3120 16945 28355 2606 3060 83937 42301 3638 55653 20301 17429 61107 30876 26171 3293 11043 14870 87503 6040 42189 245811 69803 4923 internal_value=-5.27186e-05 -0.000399284 -0.000416872 -0.00266284 -0.00712621 4.4952e-05 0.000397197 0.00100774 0.00372989 0.00336716 0.00184777 0.00731955 -0.000600375 -0.00203871 0.00591124 -0.000127374 -0.000772866 -0.00176381 -0.00322804 0.000513725 -0.000741607 0.00243772 -0.00208262 -3.73363e-05 0.000181864 0.00041335 0.00156906 -8.12232e-05 -0.00196735 -0.00741814 internal_weight=327015 71898.2 71848.1 3919.15 716.355 255117 83807.9 51988.9 13817.2 13245.2 8292.61 1408.2 31819 11424.3 4952.56 171309 55487.1 31344.9 19044.5 24142.2 16684.6 4949.69 11734.9 6331.73 115822 103888 31134.1 72753.6 19906 2689.94 internal_count=1410135 305209 304986 16588 3306 1104926 355719 223008 57724 54604 34021 5666 132711 48774 20583 749207 237285 130731 78536 106554 75678 23594 52084 25913 511922 456269 129692 326577 80766 10963 is_linear=0 shrinkage=0.03 Tree=221 num_leaves=31 num_cat=0 split_feature=2 0 0 1 1 0 0 0 2 2 3 1 0 1 2 3 2 3 3 2 3 2 3 1 2 1 2 3 1 2 split_gain=11.5729 33.4188 21.8763 18.3356 26.3924 16.8939 29.2269 28.7495 90.8787 55.6005 53.4339 26.7846 25.5352 26.9689 24.8981 38.7178 30.1842 33.6304 27.4957 63.3748 27.8513 68.9732 26.351 33.799 22.5614 21.8634 21.1394 19.8325 19.5585 19.1688 threshold=555.07958984375011 88.500000000000014 69.500000000000014 1.5000000000000002 10.500000000000002 18.500000000000004 12.500000000000002 26.500000000000004 401.18936157226568 361.94923400878912 1.8174999952316286 1.5000000000000002 23.500000000000004 2.5000000000000004 518.40026855468761 1.0619999766349795 444.35388183593756 1.247500002384186 1.1054999828338625 482.89285278320318 1.0619999766349795 503.44865417480474 1.1510000228881838 1.0000000180025095e-35 265.23049926757818 1.0000000180025095e-35 468.30728149414068 1.247500002384186 6.5000000000000009 482.89285278320318 decision_type=2 2 2 2 2 2 2 2 2 2 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 29 9 -9 12 14 -11 13 -7 16 -16 17 -10 19 -18 -21 -22 23 -17 -8 -12 27 -20 -13 -1 right_child=-2 -3 3 4 -6 7 24 8 10 11 25 28 -14 -15 15 22 18 -19 26 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0059980876683182957 4.3607397064511158e-05 0.024133317703358383 -0.001614749040559475 -0.0085203332519422619 0.013959308233851261 -0.0018038916427856537 -0.002510015815458969 -0.00044078056189233051 0.009375214064602292 -0.0020004590190122896 0.0048241424956181021 -0.0074569362009883249 0.0072387805742955566 0.014139430584869083 0.027156543317787416 -0.023877180622244549 0.012719753007007267 -0.0074420506104873694 0.021648177480361776 -0.01777111756567358 0.017934573415451596 -0.016329490516103631 -0.00077930356931229182 -0.0010526179302230891 0.0071401422175773324 0.011199937611109448 0.013875653497518696 -0.0014976935095728906 0.0041153314025401027 0.0066703420173693283 leaf_weight=452.24079395085573 255078.03857119102 49.988152951002121 3202.5162489712238 664.0837162733078 50.585334971547127 881.7462192773819 277.97912028431892 51065.180123142898 146.14932769536972 7315.1979502588511 1049.8154591172934 1388.206213876605 758.86722406744957 107.08452674746513 34.219829961657524 128.71278412640095 240.47134144604206 399.7181780487299 40.372267454862595 138.01276496052742 98.461984500288963 114.20011624693871 384.18468610942364 106.87317599356174 1011.2406464070082 898.18899209797382 413.66460612416267 190.66436614096165 145.19194005429745 141.01452508568764 leaf_count=2138 1104926 223 13282 3050 256 3766 1274 216504 626 30303 4308 6148 3222 512 144 518 1016 1674 170 604 423 501 1615 510 4589 3879 1735 802 753 664 internal_value=-5.11467e-05 -0.000387328 -0.000404389 -0.00258434 -0.00692919 -0.000278678 0.00252365 -0.000358552 -8.49327e-05 -0.00179036 0.00406029 -0.00275614 0.0030994 -7.73241e-05 0.00109824 -0.00390816 0.00293588 -0.00293943 0.00553097 0.000857891 -0.00727625 -0.00046532 -0.00562336 -0.0135229 0.00505939 0.0077639 0.00981586 0.00254691 -0.0063612 -0.00298685 internal_weight=326973 71894.8 71844.8 3917.19 714.669 67927.7 1882.48 66045.2 55448.9 10596.3 4383.71 8848.6 1747.7 988.831 2435.71 653.99 1781.71 545.868 1235.85 591.146 350.675 212.662 619.771 235.586 1289.22 1948 644.701 231.037 1533.4 593.255 internal_count=1410135 305209 304986 16588 3306 288398 8665 279733 235029 44704 18525 37204 7500 4278 10338 2787 7551 2300 5251 2544 1528 924 2643 1028 5863 8187 2707 972 6901 2802 is_linear=0 shrinkage=0.03 Tree=222 num_leaves=31 num_cat=0 split_feature=2 0 0 1 1 2 2 0 0 1 2 1 2 2 0 0 3 0 2 2 2 0 1 2 2 0 2 2 3 3 split_gain=10.8907 31.5136 20.5975 17.3257 24.8341 16.6039 16.192 53.3708 145.85 44.5189 53.5393 53.0805 46.0834 38.5643 91.8496 38.0129 35.765 73.9733 108.836 187.395 89.0271 74.4251 120.616 60.2346 108.551 56.5961 56.4803 62.0884 143.573 101.922 threshold=555.07958984375011 88.500000000000014 69.500000000000014 1.5000000000000002 10.500000000000002 394.01574707031256 3673.077514648438 45.500000000000007 37.500000000000007 -6.4999999999999991 1896.9642333984377 2.5000000000000004 2748.945678710938 1748.5217285156252 47.500000000000007 44.500000000000007 2.0774999856948857 49.500000000000007 5009.0314941406259 8173.5148925781259 11541.221191406252 51.500000000000007 1.5000000000000002 3673.2597656250005 4911.6706542968759 61.500000000000007 4611.3833007812509 10798.300781250002 4.4095001220703134 4.4095001220703134 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 -6 7 8 -2 -10 15 -12 -13 14 -9 -11 17 18 -8 -20 21 22 -19 -23 -25 -26 -18 28 -28 -29 right_child=6 -3 3 4 5 -7 16 13 9 10 11 12 -14 -15 -16 -17 26 20 19 -21 -22 23 -24 24 25 -27 27 29 -30 -31 leaf_value=-0.0002703455106665265 2.0419610681197433e-05 0.023462162884493647 -0.0015664418945432446 -0.0082897101213740138 -0.011246367087771358 0.02534205262773153 0.00048681094433278949 -0.0090003210311487419 0.011838961392766079 0.006954394607963571 0.00070542090638646036 0.0012112123641077526 0.01210032509935232 0.0001978551130318345 -0.00094854672266536937 7.5182062739752412e-05 -0.0017793950729098227 0.0042001615416645335 -0.0088483940585132141 -0.0015834809021076073 0.0032227024738122534 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internal_value=-4.96176e-05 -0.000375753 -0.000392304 -0.00250813 -0.00673741 0.0134565 4.22992e-05 0.000384015 0.000976305 0.00361792 0.00326508 0.00179109 0.00709753 -0.000583751 -0.00197949 0.00573337 -0.000124889 -0.00075132 -0.00171265 -0.00313379 0.000497306 -0.000721216 0.00236611 -0.00202251 -3.75233e-05 -0.00342478 0.000175114 0.000399679 0.00152088 -8.0101e-05 internal_weight=326968 71890.1 71840.2 3915.25 713.009 50.8964 255078 83799.6 51984.3 13812.6 13244.2 8292.31 1408.41 31815.3 11420.8 4951.9 171278 55464.2 31337.3 19036.9 24126.9 16672.6 4943.7 11728.9 6331.45 3631.31 115814 103879 31130.1 72748.5 internal_count=1410135 305209 304986 16588 3306 256 1104926 355719 223008 57724 54604 34021 5666 132711 48774 20583 749207 237285 130731 78536 106554 75678 23594 52084 25913 14870 511922 456269 129692 326577 is_linear=0 shrinkage=0.03 Tree=223 num_leaves=31 num_cat=0 split_feature=2 0 0 1 1 0 0 0 2 2 3 1 0 1 2 3 2 3 3 2 3 2 3 1 2 1 2 3 1 1 split_gain=10.2476 29.7211 19.3944 16.3727 23.3713 15.9028 27.518 27.058 85.4699 52.322 50.1934 25.3097 24.0304 25.2491 23.4247 36.3617 28.398 31.6421 25.8407 59.6237 26.3088 64.9201 24.7916 31.7688 21.253 20.379 19.8586 18.6442 18.4618 18.3993 threshold=555.07958984375011 88.500000000000014 69.500000000000014 1.5000000000000002 10.500000000000002 18.500000000000004 12.500000000000002 26.500000000000004 401.18936157226568 361.94923400878912 1.8174999952316286 1.5000000000000002 23.500000000000004 2.5000000000000004 518.40026855468761 1.0619999766349795 444.35388183593756 1.247500002384186 1.1054999828338625 482.89285278320318 1.0619999766349795 503.44865417480474 1.1510000228881838 1.0000000180025095e-35 265.23049926757818 1.0000000180025095e-35 468.30728149414068 1.247500002384186 6.5000000000000009 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 6 -1 9 -9 12 14 -11 13 -7 16 -16 17 -10 19 -18 -21 -22 23 -17 -8 -12 27 -20 -13 -27 right_child=-2 -3 3 4 -6 7 24 8 10 11 25 28 -14 -15 15 22 18 -19 26 20 21 -23 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=-0.0028894047196236072 4.1034339350742663e-05 0.022812855063155623 -0.0015195780599185414 -0.0080649165281833149 0.012983262448954185 -0.0017416494869468163 -0.0024264393177236871 -0.00041946961953725782 0.009094859122192352 -0.0019322528485832995 0.0046903567713991656 -0.0072425249930018589 0.0070292240836117518 0.013647392532436036 0.026281794988734317 -0.023142658567477551 0.012334719184602763 -0.0072140507990772753 0.020989765420272984 -0.017280579848330164 0.017367387181505389 -0.015878264515913464 -0.0007478841362455373 -0.001013430469857825 0.0069403800709468208 0.011900951623207534 0.013456938424271739 -0.0014448112891664374 0.0039925973866864924 -0.0065255553135854169 leaf_weight=593.19369634985924 255039.69204044691 49.759753599762917 3201.9751300364733 660.18017679452896 51.157426223158836 881.75372958183289 277.99773675203323 51062.459518991411 146.26344764232635 7315.5035250335932 1049.1914728134871 1384.9221116900444 758.92081412672997 107.67163145542145 34.307211697101593 128.76797710359097 240.69316063821316 399.53425654768944 40.40459768474102 137.61399658024311 98.670014500617981 113.86890883743763 384.14949996769428 106.82135038077831 1010.3315510749817 848.87420289218426 413.98416881263256 190.64373061060905 145.45665061473846 51.743449047207832 leaf_count=2802 1104926 223 13282 3050 256 3766 1274 216504 626 30303 4308 6148 3222 512 144 518 1016 1674 170 604 423 501 1615 510 4589 3604 1735 802 753 275 internal_value=-4.81378e-05 -0.000364502 -0.000380556 -0.00243419 -0.00655119 -0.00026224 0.00245735 -0.00033972 -7.429e-05 -0.00172893 0.00394477 -0.00266621 0.00301334 -6.69772e-05 0.00107323 -0.00378251 0.00285575 -0.00284357 0.00537272 0.000840206 -0.00706106 -0.000444155 -0.00544679 -0.0131088 0.00491919 0.00753194 0.00952448 0.00247844 -0.00617467 0.0108423 internal_weight=326927 71886.8 71837.1 3913.31 711.338 67923.7 1881.52 66042.2 55448 10594.2 4385.53 8845.88 1748.35 989.425 2435.72 654.046 1781.68 545.798 1235.88 590.846 350.153 212.539 619.739 235.589 1288.33 1949.81 645.032 231.048 1530.38 900.618 internal_count=1410135 305209 304986 16588 3306 288398 8665 279733 235029 44704 18525 37204 7500 4278 10338 2787 7551 2300 5251 2544 1528 924 2643 1028 5863 8187 2707 972 6901 3879 is_linear=0 shrinkage=0.03 Tree=224 num_leaves=31 num_cat=0 split_feature=2 0 0 1 1 2 0 0 0 2 0 2 0 0 0 0 0 1 2 2 0 2 2 2 0 2 2 2 2 1 split_gain=9.64366 28.034 18.2603 15.469 22.0581 15.2528 87.7321 96.1241 72.383 97.258 53.5013 44.6757 41.337 41.2192 73.4505 36.0351 34.7173 33.215 32.896 48.633 30.269 30.1737 29.9243 25.2492 98.5045 25.1708 51.2028 25.0318 43.6509 32.3101 threshold=555.07958984375011 88.500000000000014 69.500000000000014 1.5000000000000002 9.5000000000000018 1494.5967407226565 45.500000000000007 37.500000000000007 49.500000000000007 1193.5148925781252 28.500000000000004 1236.168395996094 24.500000000000004 87.500000000000014 79.500000000000014 47.500000000000007 76.500000000000014 23.500000000000004 1420.9512329101565 1384.018249511719 44.500000000000007 1148.0775146484377 955.99880981445324 855.65197753906261 13.500000000000002 1116.587829589844 955.99880981445324 731.32192993164074 997.99557495117199 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 -5 6 7 10 9 27 12 13 18 14 16 -11 -10 20 19 23 22 -12 -9 -2 -25 26 -14 -8 -29 -30 right_child=5 -3 3 4 -6 -7 8 17 11 15 21 -13 25 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.00025440086816681719 0.00010762404312407519 0.022184282996763359 -0.0014741140722868459 -0.0079346128718961999 0.011501954373548711 -5.6058999129670699e-05 0.001264081939472814 0.0033004665613297489 0.00092535359206493881 0.00082060709323007069 -0.0047234293817619072 -0.0062073864518211357 0.0071267988373249014 0.011550468518391586 -0.0048526967065937558 0.026324968143123469 0.0084116048114657865 -0.02576559299346191 0.0099114599466755722 -0.007051837987804857 0.0002713522879122858 0.002128759569821431 0.0088908861315946507 -0.00033796724906176437 0.0071284405651371114 0.0019096358737556154 0.031341803854008296 -0.015148517943298986 -0.0026811678268078834 -0.022749568826264784 leaf_weight=67920.716643974185 10696.344527630135 49.636442616581917 3201.711504265666 652.57743373513222 57.152075216174126 217846.17324616411 179.3167912364006 1368.7440808713436 3735.0677609890699 106.71561217308044 2300.5638750046492 1085.352891176939 636.32975760102272 283.37738285958767 2034.5745078325272 93.580012813210487 655.33935068547726 30.409596160054207 356.24157010018826 699.26148900389671 767.08201892673969 772.62302997708321 2326.4255811274052 4265.8147334419191 2535.5238741785288 626.39943520724773 89.663940891623497 848.83926908671856 617.71281097829342 81.759741336107254 leaf_count=288398 45981 223 13282 3019 287 945056 792 5683 15629 460 9628 4581 2691 1236 8735 402 2750 141 1576 3095 3185 3231 9742 19209 11053 2613 383 3915 2685 474 internal_value=-4.66987e-05 -0.000353611 -0.000369185 -0.00236237 -0.00636945 3.98034e-05 0.000601286 0.00146805 -0.00184801 -0.00705272 0.000683379 -0.000560519 0.00125216 0.000353094 -0.000140772 0.0127365 0.0020428 0.00548141 0.000883062 0.000706313 0.00569435 -0.00300074 0.00682011 0.00101635 0.00244549 0.00631578 0.0101175 -0.00934702 -0.0105759 -0.00502692 internal_weight=326921 71881.8 71832.2 3911.44 709.73 255039 37193.1 27471.4 9721.64 1927.92 22978.8 7793.71 19905.6 6708.36 6424.98 200.296 4390.41 4492.66 18553.2 18196.9 4462.25 3073.19 3695.17 17497.7 6801.34 1352.39 725.994 1727.63 1548.31 699.473 internal_count=1410135 305209 304986 16588 3306 1104926 159870 118211 41659 8728 99460 32931 86601 28350 27114 862 18379 18751 80914 79338 18610 12859 15425 76243 30262 5687 3074 7866 7074 3159 is_linear=0 shrinkage=0.03 Tree=225 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 2 2 2 2 2 2 1 2 1 2 0 1 2 1 2 2 2 2 2 2 2 2 2 split_gain=10.1225 27.4975 40.9527 59.1371 36.8635 29.336 19.4516 20.4292 21.9669 19.0401 33.3771 24.4114 20.3857 170.256 88.3399 37.1477 26.6596 47.8933 25.1325 21.9363 20.4841 19.0678 90.3016 55.9269 44.8556 36.0171 31.6031 64.5932 28.4294 26.2818 threshold=1.0619999766349795 1.1054999828338625 2748.945678710938 6964.4814453125009 2533.3342285156255 1.0000000180025095e-35 8374.6435546875018 10537.723632812502 9353.3178710937518 3673.2597656250005 6665.8681640625009 7656.2912597656259 3618.2971191406255 1.5000000000000002 2580.519653320313 -2.4999999999999996 2449.139526367188 50.500000000000007 2.5000000000000004 2533.3342285156255 -2.4999999999999996 833.09243774414074 1087.538757324219 518.40026855468761 482.89285278320318 1236.168395996094 374.68469238281256 320.40057373046881 1193.5148925781252 715.63015747070324 decision_type=2 2 2 2 2 2 2 2 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 4 -4 -2 -6 -5 8 -8 12 -11 -12 14 15 16 -14 20 18 -18 -19 -1 23 -23 24 26 28 27 -22 -24 -25 right_child=1 -3 3 6 5 -7 7 -9 -10 10 11 -13 13 -15 -16 -17 17 19 -20 -21 21 22 25 29 -26 -27 -28 -29 -30 -31 leaf_value=0.0044972769478513969 -0.00053278805250136423 2.8231100421211695e-05 -0.0058861091569049583 0.0097644060337517269 -0.00059795163599102091 0.015534781159394186 0.0020067159079357553 0.0020768619444214379 -0.015118647062643147 -0.0058613079891442219 0.010597255392069817 -0.00030625132515331926 -0.0089185831041027896 -0.012632283703830266 -0.015832060368713846 0.0057285493265538025 -0.0038201729595435394 0.028118873784878078 0.025556534108328137 0.0034093581363766651 0.0010412555185912533 -0.019141463383615963 0.0093167895884219455 0.026645163770775915 -0.016447577863948886 -0.00086326423425382823 0.01169031483347009 -0.024192164823714103 0.049577842576299498 0.0059128997301527309 leaf_weight=1060.4596973061562 5758.6281347945333 299334.26519576833 3224.698503702879 215.25451217591763 175.6879650503397 240.05391961336136 124.4513895958662 936.0956939458847 147.07910057902336 1016.0136325955391 205.83623762428761 1808.2575380802155 162.68211360275745 556.73413802683353 292.01005516946316 3703.3005861192942 205.25106236338615 115.37164168059826 30.047269433736801 44.926998808979988 3918.6453941464424 247.45094673335552 70.567351505160332 107.52842842042446 135.5304152816534 2820.4633246362209 238.65306183695793 93.479297056794167 20.333006322383881 112.71619680523872 leaf_count=4815 24643 1288477 15493 916 733 962 514 3844 606 4573 891 7483 781 2954 1217 17930 842 477 121 184 16641 1108 300 457 597 11489 1007 418 86 480 internal_value=1.35527e-05 -2.54785e-05 -0.00151108 -0.00363821 9.00503e-05 0.00871727 0.00145625 -2.46408e-05 -0.00726953 0.000727073 -0.00142822 0.000808065 0.00119569 0.00287851 0.000413366 0.00511219 0.000927802 0.00854684 -6.88084e-05 0.0211935 0.000586296 5.22021e-05 -0.00174301 0.00128322 0.000542512 -0.000264233 0.00108422 0.000453337 0.0183226 0.0160349 internal_weight=327122 310156 10821.9 4647.58 6174.37 415.742 1422.88 1207.63 271.53 16966.3 3030.11 2014.09 13936.2 4422.72 9513.43 3865.98 9221.42 395.597 235.298 160.299 8825.83 7765.37 3158.81 4606.55 4386.31 2911.36 4250.78 4012.12 90.9004 220.245 internal_count=1411039 1336188 47711 21373 26338 1695 5880 4964 1120 74851 12947 8374 61904 21665 40239 18711 39022 1624 963 661 37398 32583 12983 19600 18663 11875 18066 17059 386 937 is_linear=0 shrinkage=0.03 Tree=226 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 2 0 0 2 0 2 0 1 0 2 2 0 0 1 2 0 2 0 1 0 2 0 2 0 split_gain=9.89877 10.2569 13.0242 37.7017 34.0604 20.0474 18.4047 53.8137 26.3895 43.4286 37.3394 29.8933 27.0259 18.4795 21.4795 17.7539 21.5855 17.6179 19.2771 17.0369 16.0992 18.0311 16.8981 30.2651 18.3836 16.058 22.2847 20.7067 15.2174 13.7923 threshold=92.000000000000014 29.500000000000004 10.500000000000002 23.500000000000004 3546.369506835938 460.37582397460943 7303.1936035156259 46.500000000000007 41.500000000000007 3673.2597656250005 26.500000000000004 482.89285278320318 39.500000000000007 23.500000000000004 35.500000000000007 2533.3342285156255 1748.5217285156252 37.500000000000007 28.500000000000004 18.500000000000004 3618.2971191406255 73.500000000000014 2321.0456542968755 55.500000000000007 19.500000000000004 77.500000000000014 94085.273437500015 88.500000000000014 54479.306640625007 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 -1 4 5 -4 8 13 9 10 11 -5 -11 17 -15 16 -12 18 -8 -6 21 22 -10 -24 -25 -9 27 -27 -20 -17 right_child=-2 -3 3 6 19 -7 7 25 20 12 15 -13 -14 14 -16 29 -18 -19 28 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=2.7732204916054944e-05 -0.024368539062698893 0.0026196452339061135 0.027652816006725683 0.012757061298135922 0.0052650056156198759 -0.013937578581285333 -0.0069352468116452987 0.0055164296093069909 -0.005253192367393595 0.010381345968285813 0.0003190904534943031 -0.020945279817760825 -0.026536038527564396 0.0083603997203800726 -0.017629656136163425 0.022181212149195682 -0.020319747943368251 -0.0051808352847140093 -0.022253129479038361 0.018635048992109254 -0.0077708595448715469 0.012045157380806731 0.0083870487782270395 -0.010555313652156419 0.014886500870500191 -0.0035976909136125786 0.0086973762792622866 -0.027713154272222623 0.0055303341412735463 0.0036703374721177699 leaf_weight=320477.44162073708 14.985689798370002 1354.2949489243329 11.528080672025679 28.686655819416046 551.94357407093048 109.57693673670292 138.13052505254745 345.59127026796341 806.02362556755543 476.8203302770853 360.84015199542046 135.88476325571537 18.540778324007988 84.949877947568893 43.158449843525887 51.38143615424633 52.205683261156082 186.23088929057121 279.54575181007385 101.55942356586456 562.07378253340721 80.386209890246391 273.93720577657223 175.39969167113304 29.921456575393677 94.446211144328117 71.881773009896278 48.501452043652534 18.944638192653656 122.82186205685139 leaf_count=1380306 207 5691 56 157 2246 580 563 1426 4693 1936 2088 655 93 343 193 223 224 908 1249 410 2910 403 1122 742 122 386 298 215 81 513 internal_value=1.31424e-05 1.42595e-05 3.42728e-06 -0.00147715 0.00463473 -0.00997856 -0.00253243 -0.00552224 -0.00129751 0.00210289 -0.00244121 -0.0150706 0.00899957 -0.0107721 -0.000395397 0.00109806 -0.00228949 -0.0129064 -0.0162016 0.00734281 -0.00349745 -0.00173862 -0.00260071 0.00186027 -0.00684768 0.00151261 -0.00492825 -0.01178 -0.0204898 0.00913014 internal_weight=327108 327093 325738 5260.91 774.608 121.105 4486.3 1311.38 3174.92 1247.18 751.821 164.571 495.361 750.96 128.108 587.249 413.046 622.852 436.621 653.503 1927.74 1365.67 1285.28 479.258 205.321 560.421 214.829 142.948 298.49 174.203 internal_count=1411039 1410832 1405141 24835 3292 636 21543 5662 15881 5889 3860 812 2029 3337 536 3048 2312 2801 1893 2656 9992 7082 6679 1986 864 2325 899 601 1330 736 is_linear=0 shrinkage=0.03 Tree=227 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 2 0 1 2 1 2 2 2 2 2 2 2 2 split_gain=9.54742 25.8772 38.5761 55.6541 34.599 27.5509 18.2737 19.2314 20.6959 18.3076 17.9634 31.3603 22.9816 19.2754 160.373 83.1486 34.9501 25.3239 57.4817 28.221 23.2945 27.2635 22.9422 107.853 48.134 42.4309 30.3002 54.6653 31.5885 25.6836 threshold=1.0619999766349795 1.1054999828338625 2748.945678710938 6964.4814453125009 2533.3342285156255 1.0000000180025095e-35 8374.6435546875018 10537.723632812502 9353.3178710937518 42314.533203125007 3673.2597656250005 6665.8681640625009 7656.2912597656259 3618.2971191406255 1.5000000000000002 2580.519653320313 -2.4999999999999996 2404.0227050781255 50.500000000000007 2.5000000000000004 1846.5046997070315 2.5000000000000004 1148.0775146484377 833.09243774414074 518.40026855468761 482.89285278320318 401.18936157226568 320.40057373046881 174.66455078125003 200.29206085205081 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 4 -4 -2 -6 -5 8 -8 -9 13 -12 -13 15 16 17 -15 20 19 -19 22 -22 23 24 25 26 27 28 -1 -30 right_child=1 -3 3 6 5 -7 7 9 -10 -11 11 12 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00030691050508368774 -0.00051645465353627627 2.6937286292185102e-05 -0.0057160674105554031 0.0094540927038640338 -0.00058079538971111716 0.01505392652641236 0.0019401634058969289 0.0031274991702758916 -0.014686037789502055 -0.013745087276890841 -0.0056867666530320132 0.010272537517893383 -0.00030228213074809813 -0.0086210934555274021 -0.012309983158810624 -0.015353478046926055 0.005562704256692857 -0.0034431525281494093 0.019233048918327413 0.020479165089377322 -0.0039697809083364156 0.0043896993231391469 0.005493983500999086 -0.017017057860729479 0.014613837217993478 -0.015080020123090208 0.011650357644230159 -0.019338578482180065 0.007431828280042841 -0.0019980578246614204 leaf_weight=3005.5381327569485 5758.2228381633759 299326.25566528691 3219.9686021357775 215.56418044865131 175.70265501737595 239.98902513086796 124.47625364363194 874.09500014781952 146.9031039327383 61.981613472104073 1015.2999856621027 206.03316602110863 1808.3112295269966 163.25378303229809 553.03506718575954 292.23993194103241 3698.8136838078499 325.18496398627758 216.07994312047958 51.39697739481926 1689.2677588015795 443.26404266059399 1027.7084576040506 295.56311835348606 244.30303184688091 143.88836784660816 248.67528975009918 117.06997883319855 1067.1005860865116 343.6650522351265 leaf_count=12924 24643 1288477 15493 916 733 962 514 3591 606 253 4573 891 7483 781 2954 1217 17930 1342 892 207 7061 1790 4332 1319 1042 634 1046 524 4474 1435 internal_value=1.27412e-05 -2.51555e-05 -0.00146667 -0.00353258 8.69576e-05 0.00844551 0.00140815 -2.82673e-05 -0.00705993 0.00201029 0.000705925 -0.00138759 0.000779342 0.00116137 0.00279951 0.00040093 0.00496314 0.000900357 0.00689901 -0.000178166 0.000488212 -0.0022322 0.00138162 0.000608393 0.00161597 0.000971341 0.00145431 0.000895017 0.00143138 0.00513469 internal_weight=327099 310143 10816.9 4642.99 6173.91 415.692 1423.02 1207.46 271.379 936.077 16955.7 3029.64 2014.34 13926 4415.1 9510.95 3862.07 9218.71 592.662 376.582 8626.04 2132.53 6493.51 5465.8 5170.24 4925.94 4782.05 4533.37 4416.3 1410.77 internal_count=1411039 1336188 47711 21373 26338 1695 5880 4964 1120 3844 74851 12947 8374 61904 21665 40239 18711 39022 2441 1549 36581 8851 27730 23398 22079 21037 20403 19357 18833 5909 is_linear=0 shrinkage=0.03 Tree=228 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 2 0 0 2 0 2 0 1 0 0 0 2 2 1 0 2 0 2 2 2 0 0 0 0 split_gain=9.49152 9.57014 12.2525 35.5019 32.1112 18.8442 17.4261 50.8277 24.8082 40.8747 35.3678 28.4011 25.5686 17.4904 20.2805 16.7293 18.4367 16.6746 20.4255 16.0714 15.0945 21.0204 19.7256 14.8619 17.1631 14.4861 13.8427 12.8605 17.6131 10.9786 threshold=92.000000000000014 29.500000000000004 10.500000000000002 23.500000000000004 3546.369506835938 460.37582397460943 7303.1936035156259 46.500000000000007 41.500000000000007 3673.2597656250005 26.500000000000004 482.89285278320318 39.500000000000007 23.500000000000004 35.500000000000007 37.500000000000007 28.500000000000004 2533.3342285156255 1748.5217285156252 18.500000000000004 77.500000000000014 94085.273437500015 88.500000000000014 3618.2971191406255 203.28157806396487 54479.306640625007 74.500000000000014 34.500000000000007 39.500000000000007 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -4 8 13 9 10 11 -5 -11 15 -15 16 -8 18 -12 -6 -9 22 -22 24 -10 -18 -26 -19 -29 -3 right_child=-2 29 3 6 19 -7 7 20 23 12 17 -13 -14 14 -16 -17 25 27 -20 -21 21 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=2.6531870604924917e-05 -0.024082324684848846 0.0097611671988264859 0.026518280726520942 0.012290978980062468 0.0051068339159052274 -0.013613674732109261 -0.0067338328242736029 0.0053404241988949256 -0.0088750535939129196 0.010066609679660153 0.00030865090161996813 -0.020494807190271167 -0.026036503377820437 0.0081116963782377101 -0.017183570602729518 -0.0050370234353380259 -0.021740337481256325 0.021396487930041196 -0.01981193006689777 0.018100045332264801 -0.0034915269148454347 0.0084437187158436771 -0.027088360559567353 -0.0075100531150299049 -0.0010106165903173612 0.0053562515580982493 0.012460299514325302 -0.0064678402329489812 0.01642419826335164 0.0015211434312585983 leaf_weight=320464.56463686959 14.713515469804404 165.83128103613853 11.658254489302633 28.876392483711243 551.88113211095333 108.83637477457523 138.01263110339642 345.70813536643982 246.18683566153049 476.93631054461002 360.90764743089676 134.72837068140507 18.333342045545578 84.919793426990509 42.955612644553185 185.83744157850742 277.59542721509933 51.661565765738487 51.943634554743767 101.42203840613365 94.420671373605728 71.814097844064236 48.138511925935745 559.66742551326752 1044.2419014200568 18.970286905765533 73.486043825745583 69.071049585938454 53.817620545625687 1188.2986966744065 leaf_count=1380306 207 687 56 157 2246 580 563 1426 1767 1936 2088 655 93 343 193 908 1249 223 224 410 386 298 215 2910 4949 81 366 289 224 5004 internal_value=1.23561e-05 1.344e-05 2.97666e-06 -0.0014343 0.00449937 -0.00973078 -0.00245958 -0.00537246 -0.00125728 0.00203993 -0.00237212 -0.0147081 0.00873018 -0.0104881 -0.000385432 -0.0125703 -0.0157918 0.00106373 -0.00222286 0.00712396 0.00146218 -0.00479205 -0.0114596 -0.00339352 -0.00170435 -0.0200071 -0.000124959 0.00883727 0.00355745 0.00253024 internal_weight=327085 327071 325717 5252.03 773.798 120.495 4478.23 1308.37 3169.86 1246.28 751.006 163.605 495.27 748.291 127.875 620.416 434.578 587.402 412.851 653.303 560.081 214.373 142.559 1923.58 1363.91 296.566 1117.73 174.55 122.889 1354.13 internal_count=1411039 1410832 1405141 24835 3292 636 21543 5662 15881 5889 3860 812 2029 3337 536 2801 1893 3048 2312 2656 2325 899 601 9992 7082 1330 5315 736 513 5691 is_linear=0 shrinkage=0.03 Tree=229 num_leaves=31 num_cat=0 split_feature=1 3 0 0 1 2 2 1 2 0 0 2 3 2 0 0 2 2 2 2 2 2 0 1 2 1 0 1 2 0 split_gain=9.22564 36.3478 41.9846 24.3895 22.6901 16.6529 21.3612 16.0439 14.4668 50.8928 29.0092 45.64 19.1809 18.4606 38.2501 28.3898 15.3511 13.8276 19.2942 18.7088 12.9175 12.375 11.7041 11.5428 16.9647 10.414 10.3883 10.292 12.7519 10.1054 threshold=-10.499999999999998 1.6674999594688418 12.500000000000002 52.500000000000007 -29.499999999999996 3673.2597656250005 3673.077514648438 -32.499999999999993 8714.5634765625018 65.500000000000014 19.500000000000004 15706.645507812502 3.8810000419616704 10270.009765625002 27.500000000000004 29.500000000000004 99992.636718750015 3118.6667480468755 4255.0842285156259 1957.453552246094 284.12406921386724 79002.019531250015 1.5000000000000002 -21.499999999999996 18300.850585937504 -12.499999999999998 47.500000000000007 -28.499999999999996 1682.390319824219 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 22 17 -4 6 7 -5 12 10 11 -10 29 14 -12 16 -15 19 -19 20 -1 -13 -3 -7 -25 -14 -21 -22 -29 -6 right_child=-2 2 4 5 8 23 -8 -9 9 -11 13 21 25 15 -16 -17 -18 18 -20 26 27 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.010319817479824531 -7.4635171884020754e-06 0.030558644985281103 0.0072860996077669712 -0.025667058336797041 0.0032140827993181308 0.027698282139539988 -0.022955211301226183 0.0013241206119686999 0.013261423600208584 0.020782464965866793 -0.0067162993990648335 -0.012833370743578057 -0.0035442122741010506 -0.014892516655372143 -0.055843021040646382 0.0024345147378245406 0.0087822148859706215 -0.0053425360961989925 0.0098236740751808105 0.02053682306272411 -0.027659060290185365 0.00463343990220363 0.0050658350816750542 0.017605146569394103 -0.0072689397843498154 -0.015539398281915718 0.0070500601517616912 -0.0049371403986351713 0.019019147689723369 -0.0026369810044933307 leaf_weight=240.87040659785271 322278.06777827558 16.541386727709323 208.91788885742426 21.489135950803757 639.0717441290617 24.078197240829468 45.491426140069962 255.20468901097775 133.91442412137985 61.33786141872406 33.986022219061852 168.46248015761375 173.61367340385914 398.02383828163147 24.580284640192986 133.53066919744015 26.277106061577797 137.23878785222769 167.80136187374592 190.96945050358772 12.412433609366415 46.604955822229385 805.66922749578953 46.97235743701458 51.990660563111305 104.25628937780857 70.331458106637001 77.624299839138985 26.937339827418327 454.66054379940033 leaf_count=1229 1384557 1143 1293 100 3221 154 217 1267 703 339 169 717 906 1651 110 567 107 720 760 1088 67 191 5669 223 256 486 379 381 143 2226 internal_value=1.19788e-05 0.00131767 -0.000332185 0.00544944 -0.00219623 -0.000318812 -0.0039043 -0.000772121 -0.00302223 -0.00571527 -0.00739888 -0.00048743 -0.00100635 -0.0113119 -0.0273348 -0.00962965 -0.0134263 0.0082283 0.00300034 0.010804 0.00634775 -0.00904833 0.0055787 0.00906983 0.00453743 -0.00804478 0.0169067 -0.00183146 0.00123452 0.000781817 internal_weight=327077 4798.86 3429.45 1369.41 2607.24 445.226 322.185 276.694 2398.32 1026.72 965.38 348.982 1371.6 616.398 58.5663 557.832 424.301 924.186 305.04 619.145 357.844 215.067 822.211 123.041 98.963 277.87 261.301 116.974 104.562 1093.73 internal_count=1411039 26482 19498 6984 12686 2217 1584 1367 11393 4554 4215 1611 6839 2604 279 2325 1758 4767 1480 3287 1820 908 6812 633 479 1392 1467 591 524 5447 is_linear=0 shrinkage=0.03 Tree=230 num_leaves=31 num_cat=0 split_feature=1 2 0 1 2 0 3 0 2 2 2 0 1 2 2 0 2 2 2 2 0 0 2 2 2 0 0 1 2 2 split_gain=9.43713 11.2091 8.3255 7.18868 7.10784 44.1955 38.7962 74.4508 94.2934 93.1086 130.539 59.8966 102.663 76.5366 52.9501 48.7298 69.3116 46.2244 85.0917 42.6264 43.8346 38.1557 95.6777 75.9632 38.9307 38.0878 80.8527 91.9912 37.7145 80.0215 threshold=-52.499999999999993 54479.306640625007 10.500000000000002 -59.499999999999993 3673.077514648438 66.500000000000014 1.8989999890327456 49.500000000000007 10798.300781250002 4520.4785156250009 8931.5649414062518 51.500000000000007 1.5000000000000002 4611.3833007812509 4611.3833007812509 45.500000000000007 7475.0764160156259 3673.2597656250005 6088.5393066406259 16437.536132812504 52.500000000000007 37.500000000000007 11817.106933593752 14362.723632812502 39114.154296875007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 4337.8815917968759 9139.0400390625018 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 -1 5 -2 7 9 11 -6 15 12 13 -9 -14 -11 -17 25 -19 -10 -21 22 -12 -24 -25 -13 27 -27 -8 -30 right_child=4 -3 -4 -5 6 -7 28 8 19 10 21 17 14 -15 -16 16 -18 18 -20 20 -22 -23 23 24 -26 26 -28 -29 29 -31 leaf_value=-0.029948144748603852 0.00031030533373290571 0.028782682417422909 0.014795049703815342 0.010352261047848192 0.0004895591377265296 -0.0015500255813152609 -0.0014462018207115398 0.0054956274897943538 0.0063326387172925195 -0.0090786386425045201 -0.014394315015016175 -0.006834816896903362 -0.015224081563946718 -0.0048923395250755385 0.0034428106852267414 -0.0067038778846579446 0.0064344612135251323 0.0034217497103357407 -0.0042855099755943179 -0.0060314784140208392 0.0026777890480768739 -0.00036700998246936716 0.008962309316435782 -0.0063256652800720474 0.0031017999711672119 0.015733072174383328 -0.0054917232206132807 -0.0030020683248198773 0.0016789181913256966 -0.00014727350848328503 leaf_weight=9.99770610406995 143210.24067735486 22.307882729917765 20.14136753231287 6.6221725754439822 9406.0811908394098 12496.019992761314 11795.82253507711 3427.0626478344202 2618.2604111731052 3622.6392103731632 659.63525551557541 2501.9450349062681 436.40265896916389 784.45358289778233 199.1825790554285 1293.8357739895582 501.44109535217285 2771.565902903676 2410.5046167969704 599.69027915596962 3919.4815544486046 8390.5201666504145 495.74261948466301 1640.151669755578 518.96340781450272 424.70490103960037 1779.7404807209969 530.49659331142902 29416.296066040173 81222.26202492509 leaf_count=123 608196 649 194 83 40029 52888 54976 16736 10725 15050 2681 13072 2348 3287 884 6058 2155 11413 9842 2467 16370 34300 2015 6678 2101 1764 7956 2727 122453 361043 internal_value=1.64559e-05 0.0120065 0.00182622 -0.0138905 1.42905e-05 0.000161007 -0.000119018 -0.00083303 0.000440355 -0.00190839 -0.00322565 -0.000890441 0.00186461 0.00356072 -0.00937417 -0.00707575 -0.00303419 -0.00217215 -0.000163378 0.00328676 0.00152208 -0.00144355 -0.00416876 -0.00162808 -0.00405969 -0.00415989 -0.00171284 0.00532801 0.000166346 0.00033827 internal_weight=327132 59.0691 36.7612 16.6199 327073 155706 171367 48932.5 22403.5 26529 17122.9 15266.1 4847.1 4211.52 635.585 5417.92 1795.28 10419 5182.07 7137.43 4519.17 11705 3314.49 2654.86 2159.12 5236.89 2734.94 955.201 122434 110639 internal_count=1411263 1049 400 206 1410214 661084 749130 210658 99591 111067 71038 70029 23255 20023 3232 23263 8213 46774 21255 29562 18837 47775 13475 10794 8779 25519 12447 4491 538472 483496 is_linear=0 shrinkage=0.03 Tree=231 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 3 0 2 2 2 0 1 2 2 2 2 2 0 0 2 2 1 1 2 0 0 1 2 2 3 split_gain=8.97575 10.936 7.84487 6.68863 41.5883 36.5243 70.0619 88.7691 87.6552 123.132 56.4121 96.9271 72.0877 50.3426 43.6136 80.2928 40.1483 41.242 39.6003 97.0296 71.4706 38.9732 41.7804 36.6526 35.9486 76.1809 86.8052 35.4844 75.3028 220.119 threshold=-52.499999999999993 54479.306640625007 10.500000000000002 3673.077514648438 66.500000000000014 1.8989999890327456 49.500000000000007 10798.300781250002 4520.4785156250009 8542.7006835937518 51.500000000000007 1.5000000000000002 4611.3833007812509 4611.3833007812509 3673.2597656250005 4911.6706542968759 16437.536132812504 52.500000000000007 37.500000000000007 11817.106933593752 14362.723632812502 -4.4999999999999991 11.500000000000002 39114.154296875007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 4337.8815917968759 9139.0400390625018 3.8810000419616704 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 6 8 10 -5 21 11 12 -8 -13 24 -16 -9 -18 19 -11 -21 -10 -23 -22 -12 26 -26 -7 29 -29 right_child=3 -3 -4 5 -6 27 7 16 9 18 14 13 -14 -15 15 -17 17 -19 -20 20 23 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.013314161114648226 0.00030099527476744602 0.0286094287941259 0.014515811874654526 0.00047487480205996745 -0.0015037553887264404 -0.0014027407279694946 0.0053372157764997284 0.006146753654029764 -0.017005029208012959 -0.013867347346034091 -0.006644111962241319 -0.014880840101739429 -0.0047446666869034662 0.0033363413663059032 0.0043680905616251898 -0.0032391289437665649 -0.0058476973034656829 0.0025985768920266153 -0.00044036789414026448 0.0086904460866442188 -0.0061391988830751488 -0.0058662273272108417 -0.021641029938021951 0.0030078912331751428 0.01530231397552749 -0.0053325739171456912 -0.0029160633505695734 0.0033960252863828727 -0.00014285335401853887 -0.0021824406670445033 leaf_weight=16.810188175179064 143210.66654553078 21.777712255716324 19.916401848196983 9406.0306790471077 12494.133065320551 11796.444415387465 3422.9794397652149 2616.542859941721 334.44569839537144 739.50249443948269 2496.6271206736565 433.12492662668228 784.60050618648529 199.36983607709408 2098.5754238963127 3083.5466699153185 599.97669480741024 3917.8155495747924 8765.9914756417274 495.91073673963547 1639.2824785262346 4465.6807798296213 156.39995068311691 519.10857990384102 423.57774502038956 1777.8990877866745 529.76970194280148 20094.674496598542 81223.414764489979 9318.0119028072804 leaf_count=206 608196 649 194 40029 52888 54976 16736 10725 1381 3007 13072 2348 3287 884 8606 12649 2467 16370 35862 2015 6678 19132 862 2101 1764 7956 2727 82485 361043 39968 internal_value=1.59601e-05 0.0117656 0.00177771 1.38582e-05 0.000156178 -0.000115475 -0.000808497 0.000427481 -0.00185164 -0.00313015 -0.000864691 0.00181121 0.00345722 -0.00913857 -0.00210884 -0.000158475 0.00318958 0.00147689 -0.00150562 -0.00425708 -0.00157961 -0.00711559 -0.00640001 -0.00393926 -0.00404213 -0.00166367 0.00517847 0.000161359 0.00032813 0.00162875 internal_weight=327103 58.5043 36.7266 327044 155705 171339 48906.8 22384.4 26522.4 17116.3 15250.1 4840.07 4207.58 632.495 10410 5182.12 7134.34 4517.79 12159.8 3393.8 2654.3 4956.53 4622.08 2158.39 5227.87 2731.25 953.347 122433 110636 29412.7 internal_count=1411263 1049 400 1410214 661084 749130 210658 99591 111067 71038 70029 23255 20023 3232 46774 21255 29562 18837 49663 13801 10794 21375 19994 8779 25519 12447 4491 538472 483496 122453 is_linear=0 shrinkage=0.03 Tree=232 num_leaves=31 num_cat=0 split_feature=1 2 0 1 2 0 3 0 2 2 2 0 1 2 2 0 2 2 2 2 0 0 0 1 1 0 2 2 2 3 split_gain=8.53394 10.6686 7.39655 6.50913 6.29408 39.1349 34.3857 65.9327 83.5682 82.5236 116.219 53.1306 91.5079 67.896 47.8577 45.589 64.97 41.1467 76.4071 37.8144 38.8032 33.9267 71.7782 81.9157 33.9264 33.8673 87.6649 33.3864 70.8641 207.157 threshold=-52.499999999999993 54479.306640625007 10.500000000000002 -59.499999999999993 3673.077514648438 66.500000000000014 1.8989999890327456 49.500000000000007 10798.300781250002 4520.4785156250009 8931.5649414062518 51.500000000000007 1.5000000000000002 4611.3833007812509 4611.3833007812509 45.500000000000007 7656.2912597656259 3673.2597656250005 6088.5393066406259 16437.536132812504 52.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 -6.4999999999999991 37.500000000000007 10270.009765625002 4337.8815917968759 9139.0400390625018 3.8810000419616704 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -2 7 9 11 -6 15 12 13 -9 -14 24 -17 21 -19 -10 -21 -13 23 -23 -11 26 -12 -8 29 -29 right_child=4 -3 -4 -5 6 -7 27 8 19 10 25 17 14 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.027639810337046336 0.00029196455713769695 0.028436244108915418 0.0142394185057458 0.010415950211821271 0.00046063111796423574 -0.0014588611852791691 -0.0013605889925701487 0.0051832359143988939 0.0059663193314945222 -0.02189829650436468 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20089.338145211339 81224.53231998533 9319.3245714139193 leaf_count=123 608196 649 194 83 40029 52888 54976 16736 10725 688 1192 13072 2348 3287 884 6337 1876 11413 9842 2467 16370 1764 7956 2727 14362 34300 12283 82485 361043 39968 internal_value=1.54799e-05 0.0115268 0.00172838 -0.0127736 1.344e-05 0.000151493 -0.000112036 -0.000784693 0.000414985 -0.0017966 -0.00303753 -0.000839687 0.0017593 0.00335665 -0.0089083 -0.00667512 -0.00275992 -0.00204741 -0.000153729 0.00309526 0.00143303 -0.0039276 -0.00161589 0.00503311 -0.00861337 -0.0013569 -0.00392531 0.000156524 0.000318297 0.00158012 internal_weight=327072 57.9512 36.6904 16.9931 327014 155703 171311 48880.7 22365.3 26515.3 17109.4 15234 4833.18 4203.72 629.46 5406.78 1790.34 10400.9 5181.83 7131.26 4516.43 5219.03 2727.59 951.5 3616.44 11702.6 3312.63 122430 110633 29408.7 internal_count=1411263 1049 400 206 1410214 661084 749130 210658 99591 111067 71038 70029 23255 20023 3232 23263 8213 46774 21255 29562 18837 25519 12447 4491 15050 47775 13475 538472 483496 122453 is_linear=0 shrinkage=0.03 Tree=233 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 0 0 1 0 0 0 1 2 2 1 0 0 0 2 2 0 0 2 2 3 3 0 3 0 0 split_gain=8.11456 10.4035 6.97321 6.03496 5.93385 13.6652 17.8869 17.5558 21.6466 21.6057 17.5441 14.0416 13.6464 12.239 10.864 10.7099 10.6083 11.6818 9.15419 7.83178 55.9863 60.5853 104.013 34.2716 28.4203 39.6992 37.6316 29.6712 25.8412 24.9591 threshold=-52.499999999999993 54479.306640625007 10.500000000000002 29513.294921875004 142.59513854980472 46.500000000000007 40.500000000000007 1.0000000180025095e-35 15.500000000000002 13.500000000000002 19.500000000000004 -1.4999999999999998 113.878231048584 87.386707305908217 1.0000000180025095e-35 35.500000000000007 23.500000000000004 27.500000000000004 65.776599884033217 291.56593322753912 60.500000000000007 44.500000000000007 184.66258239746097 310.97680664062506 1.1980000138282778 1.469500005245209 49.500000000000007 2.3904999494552617 26.500000000000004 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 -1 5 6 7 9 -9 -2 -10 -8 13 -13 -14 18 -12 -18 -11 20 21 28 -23 24 26 -26 -21 -27 -6 -22 right_child=4 -3 -4 -5 19 -7 11 8 10 15 16 12 14 -15 -16 -17 17 -19 -20 23 29 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-2.5797578699081606e-05 0.031902969713693892 0.028263021815763921 0.013965897382846081 -0.038120552628141777 0.0019733832285618274 -0.00024354547316113003 -0.0026219675134160638 -0.022130960893721786 0.027455394804079738 -0.014808854695096303 -0.017726618548561279 0.0074972412579916809 0.006358988846743914 -0.011213127736702978 0.025224983687563114 0.0086802327925690377 0.015999715992911077 -0.001565983595655486 0.0019280697080722639 -0.01372739206997633 -0.00539927173966022 -0.00070328346177093754 0.0042218267393484389 1.2692598006054845e-05 0.015871941170784325 0.0017637741679264504 0.01394086119207876 0.011150099218416514 -0.0017011848092390635 0.001166215031230496 leaf_weight=11.657124500721695 24.820204623043537 20.757059337571263 19.483800061047077 5.5126402666792265 1942.3750520497561 3432.4999924004078 125.75988964736462 45.199842110276222 19.298438996076584 31.549925804138184 34.65567672252655 480.99471296370029 45.62723782658577 33.667143404483795 69.035599887371063 232.31685395538807 35.7010318338871 747.53870783746243 433.8460307046771 180.32355305552483 2685.0405951291323 9586.2496404722333 6459.7163755446672 281251.71671839012 227.22383390367031 2601.35339230299 58.62521567940712 343.07399928569794 15211.254902511835 646.6182519942522 leaf_count=130 154 649 194 76 8420 14742 571 229 83 138 153 2016 186 143 289 1027 150 3175 1848 807 11462 41072 27313 1215626 934 10914 247 1504 64241 2770 internal_value=1.50153e-05 0.0112927 0.00168232 -0.0122568 1.30352e-05 0.00096468 0.00272197 0.000930538 -0.0019087 0.00439796 -0.000816906 0.00652966 0.00835846 0.00627328 0.0177177 0.0034195 -0.001484 -0.000765317 0.000793447 -4.1271e-06 -0.000417651 -4.56076e-05 0.00127945 4.89412e-05 0.00303815 0.00378982 -0.00693909 0.00285743 -0.0012851 -0.00412502 internal_weight=327043 57.4106 36.6536 17.1698 326986 5792.51 2360.01 1604.93 882.394 722.533 837.194 755.085 629.325 514.662 114.663 697.713 817.895 783.24 465.396 321194 36531.3 33199.6 16046 284662 3410.6 3171.65 238.949 2944.43 17153.6 3331.66 internal_count=1411263 1049 400 206 1410214 24904 10162 6957 3790 3167 3561 3205 2634 2159 475 3013 3478 3325 1986 1385310 155278 141046 68385 1230032 14406 13352 1054 12418 72661 14232 is_linear=0 shrinkage=0.03 Tree=234 num_leaves=31 num_cat=0 split_feature=1 2 0 1 2 2 3 0 0 2 0 0 1 3 0 2 2 2 0 1 2 2 0 2 2 2 2 2 0 0 split_gain=7.71365 10.1436 6.57419 5.96037 5.92166 37.6158 73.5111 61.6686 39.5105 45.0329 87.7622 58.2762 39.1322 32.3708 62.0435 78.7739 77.6844 109.52 49.8757 90.5608 55.4193 47.4674 42.9178 61.4786 42.1211 41.2011 67.404 37.9968 36.5091 36.0671 threshold=-52.499999999999993 54479.306640625007 10.500000000000002 -59.499999999999993 3673.077514648438 3118.6667480468755 1.2994999885559084 22.500000000000004 66.500000000000014 1236.168395996094 72.500000000000014 87.500000000000014 2.5000000000000004 1.8989999890327456 49.500000000000007 11541.221191406252 4520.4785156250009 8931.5649414062518 51.500000000000007 1.5000000000000002 4611.3833007812509 16437.536132812504 45.500000000000007 7475.0764160156259 4611.3833007812509 3673.2597656250005 4814.8464355468759 6665.8681640625009 52.500000000000007 60.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 8 -7 12 -2 11 -11 -10 -8 14 16 18 -6 22 19 20 -16 -17 -18 -24 -21 -20 -27 -22 -23 -28 right_child=4 -3 -4 -5 13 6 7 -9 9 10 -12 -13 -14 -15 15 21 17 -19 25 24 27 28 23 -25 -26 26 29 -29 -30 -31 leaf_value=-0.02564773242011532 0.000171162214389338 0.028089661735931498 0.013695277002749163 0.010505244443957376 0.00044643383090211609 -0.0079654518211353959 -0.0015558282099310901 0.0036647170644292125 -0.0011713695035652659 -0.014709744860084494 -0.0017881457904195229 0.011254341436238362 -0.020129512746469722 0.0001514533385034042 0.0050332043823906212 0.0068098218356843028 -0.0083622850203828626 -0.0013167116125549221 -0.0038165587726232825 -0.014213844951846875 -0.011137091767203195 -0.0054976563759484122 -0.0061545868382266392 0.0062237439158121495 0.0021712000287672792 0.0042354749856233637 -0.0011710864334198089 0.0017656617510865944 0.0024466675230319437 -0.008984630179563937 leaf_weight=10.684647511690857 133756.31646465696 20.266044960357249 19.275921761989594 6.6639508698135606 9405.9301237985492 634.37092977762222 1451.2482376545668 7873.0318275988102 9140.4506441950798 651.33466598391533 1728.3639626130462 352.80820932984352 109.81436915695667 122427.72534096567 3415.0776644200087 2145.502780392766 3613.4664016216993 11701.486425310373 5210.3707509934902 426.75949950516224 348.51676289737225 600.49498899281025 1286.5780771002173 502.01628479361534 211.02744133770466 2040.454840824008 2881.7859504371881 500.25577981770039 3914.5873922854662 651.97856374084949 leaf_count=123 568735 649 194 83 40029 2618 6391 32541 38761 2694 7312 1546 486 538472 16736 8819 15050 47775 25519 2348 1479 2467 6058 2155 930 8365 11851 2074 16370 2633 internal_value=1.45646e-05 0.0110603 0.00163711 -0.0117606 1.26428e-05 0.000146548 0.00191995 0.00258467 2.39394e-05 -0.00163462 -0.00532485 -0.000709579 -0.00286241 -0.000109078 -0.000761936 0.000402463 -0.00174349 -0.00294782 -0.000758188 0.00175103 0.00332812 0.00313589 -0.006481 -0.00268028 -0.00879245 -0.00189863 -0.0001059 -0.00353237 0.00139009 -0.00261268 internal_weight=327039 56.8906 36.6245 17.3486 326982 155698 10068.5 9434.09 145629 11873 2379.7 9493.26 1561.06 171284 48856.3 22346.8 26509.5 17103.5 15686.2 4901.64 4263.85 6660.59 5402.06 1788.59 637.787 10784.6 5574.22 848.773 4515.08 3533.76 internal_count=1411263 1049 400 206 1410214 661084 42036 39418 619048 50313 10006 40307 6877 749130 210658 99591 111067 71038 71935 23567 20289 27656 23263 8213 3278 48368 22849 3553 18837 14484 is_linear=0 shrinkage=0.03 Tree=235 num_leaves=31 num_cat=0 split_feature=1 0 1 1 0 0 2 1 0 0 2 2 0 0 1 0 2 0 1 2 3 2 2 2 0 3 2 0 3 2 split_gain=9.23538 17.8167 7.37347 8.19472 9.20766 14.7044 8.96926 13.128 12.2623 7.18731 24.69 13.2097 11.244 11.373 7.11297 38.0029 15.5599 50.1167 40.2441 17.4721 17.249 48.2551 26.9554 33.4275 32.0215 30.9378 25.6373 28.5296 21.428 20.6118 threshold=-18.499999999999996 2.5000000000000004 34.500000000000007 92.000000000000014 95.500000000000014 92.500000000000014 27583.159179687504 73.500000000000014 82.500000000000014 97.500000000000014 58311.849609375007 89063.015625000015 98.500000000000014 99.500000000000014 7.5000000000000009 21.500000000000004 7836.1462402343759 46.500000000000007 21.500000000000004 13515.104003906252 1.7404999732971194 5009.0314941406259 3997.433227539063 1748.5217285156252 77.500000000000014 2.7749999761581425 2272.6494140625005 35.500000000000007 1.0619999766349795 2272.6494140625005 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 9 4 5 6 7 -4 -9 14 12 -12 -11 -14 -2 -16 20 18 -18 -20 21 29 23 -22 -24 26 -25 -28 -23 -17 right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 11 -13 13 -15 15 16 17 -19 19 -21 22 28 24 25 -26 -27 27 -29 -30 -31 leaf_value=0.021228433374893572 3.5147065389001689e-05 0.0017531223422733594 0.0031227004096663004 -0.01978118429150023 0.026630098416282406 -0.017629358367878406 0.012310583515841517 -0.029273930132206361 0.0041051199753242666 0.018787069899713068 -0.045102991852725594 -0.01183508057918338 0.0074161182281553628 -0.03730792823122861 0.0041336750348777611 -0.0034876883199887704 -0.010038578959671555 0.0018326486643636722 -0.01249549346276476 0.0066146223050655845 0.0027087659947718388 0.013170992670773568 0.0063828731827242436 -0.020519604016089859 -0.022119299758258059 -0.016196114465890515 0.010019936282367111 -0.007392951975630036 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2.5000000000000004 34.500000000000007 92.000000000000014 95.500000000000014 92.500000000000014 27583.159179687504 73.500000000000014 82.500000000000014 97.500000000000014 58311.849609375007 89063.015625000015 4814.8464355468759 98.500000000000014 7.5000000000000009 24.500000000000004 6088.5393066406259 46.500000000000007 32.500000000000007 7475.0764160156259 43.500000000000007 2704.067260742188 26.500000000000004 3618.2971191406255 73.500000000000014 7303.1936035156259 23.500000000000004 4911.6706542968759 28.500000000000004 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 9 4 5 6 7 -4 -9 14 12 -12 13 -11 -2 -16 20 18 25 -20 21 -17 27 24 -22 -18 -27 -23 29 -21 right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 15 16 17 -19 19 28 23 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.020977787371597622 3.4092713292770896e-05 0.0017020861720699 0.0030291334030049357 -0.019482717311019315 0.025809825896991337 -0.017159177767586339 0.011975215304700203 -0.028467635182644755 0.0039768302140023451 0.011483465686205003 -0.044466523497056432 -0.0114975943332454 0.022472936093912745 -0.015800980593015768 0.0033056739233982631 -0.0028839201227090572 0.0089091790551169212 0.0018287317673101747 -0.029869642279197233 -0.017464942551843665 -0.0013086100794803684 -0.019808877985449207 0.0083379785990990701 -0.0068458084264325664 0.011171998095659639 -0.0080892716392398176 0.011064350362272159 0.0070626500141143488 0.0048368181137070365 -0.0067655068050629973 leaf_weight=42.631372502073646 314952.38358067838 1605.9319326132536 809.03476668894291 14.30593137256801 14.535237565636633 31.294778004288673 88.589732706546783 22.259077116847038 17.834482833743095 15.14444340765476 12.257765829563139 77.963399022817612 26.359153524041176 17.604151464998722 1604.5998013615608 1039.6811340451241 117.63701993227005 1012.7041359394789 84.246075928211212 308.87572039663792 2240.5332108139992 109.44293065369129 1009.2918629050255 806.12480999529362 131.71499109268188 356.42903645336628 93.722665190696716 27.186187535524368 63.18263766169548 373.47798103094101 leaf_count=1261 1352265 9517 3347 214 69 150 384 91 82 70 62 398 138 105 6808 5630 472 4219 447 1413 11140 519 4165 4260 661 1472 380 109 259 1796 internal_value=2.6315e-05 0.00220055 1.53024e-05 0.00251365 0.00283359 0.00248895 0.00314467 0.00222338 -0.0140356 7.61935e-06 -0.00638414 -0.0159769 0.00825806 -0.00318341 1.05622e-05 -0.000779617 -0.00162282 -0.00376651 -0.00782091 -0.0122105 -0.000659563 0.00157447 0.00561951 -0.00219579 -0.000615646 -0.00140584 -0.00410144 -0.014462 -0.010215 -0.0116087 internal_weight=327127 1648.56 325478 997.854 983.548 969.013 937.718 849.128 40.0936 324481 149.329 90.2212 59.1077 32.7486 324331 9378.85 7774.25 2410.28 1397.57 829.782 5363.98 2185.6 1145.92 3178.37 2372.25 567.789 450.152 136.629 745.536 682.354 internal_count=1411903 10778 1401125 4337 4123 4054 3904 3520 173 1396788 773 460 313 175 1396015 43750 36942 10458 6239 3915 26484 10423 4793 16061 11801 2324 1852 628 3468 3209 is_linear=0 shrinkage=0.03 Tree=237 num_leaves=31 num_cat=0 split_feature=1 0 2 0 0 0 2 2 2 0 0 0 0 1 0 1 1 0 1 2 2 2 0 0 2 2 2 0 3 3 split_gain=8.20104 16.4936 6.77342 10.8687 13.0133 13.0481 18.094 12.807 10.9837 21.4216 18.8185 18.3561 21.5553 18.3472 16.2913 19.2034 11.2176 10.3863 9.8962 15.1579 14.9744 9.7087 37.8612 36.4857 108.141 47.2697 32.6727 30.0478 28.1321 47.2682 threshold=-18.499999999999996 2.5000000000000004 113.878231048584 78.500000000000014 66.500000000000014 51.500000000000007 65.776599884033217 87.386707305908217 65.776599884033217 40.500000000000007 13.500000000000002 15.500000000000002 21.500000000000004 -1.4999999999999998 25.500000000000004 1.0000000180025095e-35 -2.4999999999999996 34.500000000000007 2.5000000000000004 87.386707305908217 65.776599884033217 291.56593322753912 60.500000000000007 44.500000000000007 184.66258239746097 184.66258239746097 310.97680664062506 67.500000000000014 1.1980000138282778 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 -1 3 4 5 8 -7 -5 14 10 -10 -12 -13 17 15 -2 -11 -14 19 20 -6 22 23 25 -25 -4 28 -24 -23 -30 right_child=2 -3 21 7 18 6 -8 -9 9 16 11 12 13 -15 -16 -17 -18 -19 -20 -21 -22 26 27 24 -26 -27 -28 -29 29 -31 leaf_value=0.020726681751246832 0.0073393736802957596 0.0016524932511857258 0.0021408857351114872 0.0058491875005764029 0.010731981179186119 0.0045655486799712442 -0.0039430548156634583 -0.038264220041672695 0.028658825157695626 -0.0047003768108403498 -0.033569439899957046 0.024596658994861801 -0.0061490118882547105 -0.0025176822952392994 0.00059338923629756273 -0.032829288015853976 0.0089782345232799141 0.014697296370680615 0.032821973623884414 0.020025423421614248 -0.021121689449341358 -0.0069386741333632819 -0.0048723911319996736 -0.00099191647705414621 0.0039067311336968011 -0.0018415361505409854 2.5834268254935115e-05 0.0016329771406957908 0.016996136161000288 0.002721144134711276 leaf_weight=41.865083146840334 17.083687610924244 1604.5253714434803 3294.6250650733709 10.602534919977188 30.476738020777702 312.81452563405037 800.7045176923275 13.420388132333755 21.051353618502617 59.019796505570412 14.459955617785452 32.161215499043465 27.652915522456169 641.91412702202797 737.39947915077209 28.716406598687172 629.16186328232288 96.835941553115845 16.450194075703621 47.93839105963707 23.542424529790878 238.94601584970951 2773.5131185948849 10883.713325068355 6465.0483602806926 14436.378440827131 279828.1125661491 830.32255218923092 224.76929488778114 2932.1360315829515 leaf_count=1261 97 9517 13990 49 128 1333 3450 75 120 280 78 144 126 2720 3140 148 2656 445 75 208 100 1057 11830 46626 27277 61095 1207039 3558 925 12356 internal_value=2.55204e-05 0.00213752 1.48368e-05 0.00131598 0.00145256 0.00111393 -0.00155278 -0.0187947 0.00240194 0.00388722 0.000654624 -7.04795e-05 0.000536101 -0.000473573 -0.000484922 -0.0178462 0.00780513 0.0100667 0.0112301 0.00774643 -0.00315036 4.41715e-07 -0.000445356 -0.000144534 0.000833574 -0.00110156 6.13301e-05 -0.00337356 0.00298629 0.00373751 internal_weight=327115 1646.39 325469 3561.41 3537.38 3418.98 1113.52 24.0229 2305.46 1522.26 834.076 813.024 798.564 766.403 783.2 45.8001 688.182 124.489 118.408 101.958 54.0192 321908 38683.6 35079.8 17348.8 17731 283224 3603.84 3395.85 3156.91 internal_count=1411903 10778 1401125 15372 15248 14737 4783 124 9954 6569 3633 3513 3435 3291 3385 245 2936 571 511 436 228 1385753 164376 148988 73903 75085 1221377 15388 14338 13281 is_linear=0 shrinkage=0.03 Tree=238 num_leaves=31 num_cat=0 split_feature=1 0 1 1 0 0 2 1 0 0 0 1 3 2 2 1 1 2 1 2 0 2 2 2 0 1 0 2 1 0 split_gain=7.72769 15.8631 6.53189 7.42866 8.13604 13.0858 8.01115 11.6385 10.9414 6.47924 7.39058 12.5392 8.28195 11.0536 19.4647 11.4972 10.4186 7.63394 8.43821 10.5783 6.39728 21.9993 12.3992 9.98317 6.36621 6.31993 35.2493 40.8228 12.855 21.0403 threshold=-18.499999999999996 2.5000000000000004 34.500000000000007 92.000000000000014 95.500000000000014 92.500000000000014 27583.159179687504 73.500000000000014 82.500000000000014 79.500000000000014 70.500000000000014 63.500000000000007 1.5979999899864199 9801.5458984375018 5681.6511230468759 54.500000000000007 44.500000000000007 4520.4785156250009 57.500000000000007 15706.645507812502 97.500000000000014 58311.849609375007 89063.015625000015 4814.8464355468759 98.500000000000014 10.500000000000002 23.500000000000004 5681.6511230468759 18.500000000000004 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 -1 20 4 5 6 7 9 -9 10 11 12 13 14 -4 -15 -16 -14 19 -19 25 23 -23 24 -22 -2 27 -27 -28 -30 right_child=2 -3 3 -5 -6 -7 -8 8 -10 -11 -12 -13 17 15 16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 28 -29 29 -31 leaf_value=0.020475137990906406 2.7380935050140037e-05 0.0016043053116260712 0.0011199414189946738 -0.019186191991166789 0.025020785574686771 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77.846244320273399 26.491429142653942 17.474190421402454 181.39635068178177 2917.5779988840222 606.05838292837143 994.94994422793388 920.20592844486237 leaf_count=1261 1369531 9517 1559 214 69 150 384 91 82 189 346 95 293 454 52 55 76 87 63 78 70 62 398 138 105 900 14358 2450 4415 4361 internal_value=2.47539e-05 0.00207622 1.43897e-05 0.00243864 0.00274867 0.00241426 0.00305031 0.00215572 -0.0136298 0.00293725 0.00359005 0.00254388 0.00331318 0.00165538 -0.000765323 0.00944261 -0.0238462 0.0101751 0.00183958 0.00902616 6.93893e-06 -0.00620706 -0.015555 0.0080045 -0.00309969 9.79452e-06 -0.00098746 0.00489833 -0.0019465 -3.67789e-05 internal_weight=327109 1644.28 325465 997.225 983.13 968.587 937.398 849.055 40.053 809.002 763.843 678.558 655.241 527.742 402.593 125.149 30.401 127.499 55.6918 40.3932 324467 149.038 89.9025 59.135 32.6436 324318 5620.19 787.455 4832.73 1915.16 internal_count=1411903 10778 1401125 4337 4123 4054 3904 3520 173 3347 3158 2812 2717 2196 1687 509 128 521 228 165 1396788 773 460 313 175 1396015 26484 3350 23134 8776 is_linear=0 shrinkage=0.03 Tree=239 num_leaves=31 num_cat=0 split_feature=1 0 2 0 0 0 1 2 0 1 2 0 2 0 0 2 0 1 1 2 0 0 2 2 2 0 1 3 3 0 split_gain=7.28138 15.2526 6.41778 13.6555 13.571 11.261 29.2478 25.3095 21.486 19.5501 16.3679 49.9752 38.0337 19.689 31.6537 16.5355 20.3589 12.9555 12.5293 10.9665 44.055 45.4699 94.7701 31.0535 30.7522 29.2766 26.9743 26.466 44.4838 39.0986 threshold=-18.499999999999996 2.5000000000000004 142.59513854980472 49.500000000000007 35.500000000000007 59.500000000000007 1.0000000180025095e-35 87.386707305908217 74.500000000000014 1.5000000000000002 135.80005645751956 50.500000000000007 113.878231048584 54.500000000000007 52.500000000000007 87.386707305908217 51.500000000000007 -2.4999999999999996 1.0000000180025095e-35 291.56593322753912 60.500000000000007 44.500000000000007 184.66258239746097 184.66258239746097 310.97680664062506 67.500000000000014 1.5000000000000002 1.1980000138282778 1.469500005245209 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -2 10 -7 9 -9 -8 12 17 15 14 -13 -5 -17 -12 -18 20 21 23 -23 -4 27 -22 -27 29 -29 -21 right_child=2 -3 19 5 -6 6 7 8 -10 -11 11 13 -14 -15 -16 16 18 -19 -20 24 25 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.020223184467879234 -0.00024612604126156014 0.0015574845221681718 0.0017644029181031887 -0.0032331731410679986 0.0040007176595095225 0.0083225611026058292 -0.0011019639126996098 -0.0049991185333698139 -0.034425264409978874 0.022076041722261193 0.0094454701173954294 0.014233817872196273 -0.016732464897119586 -0.0080772515737167448 0.053265340005528218 0.020011506363642535 -0.01871907353609854 -0.0025236244106739895 0.010214862104866961 -0.013872125271348446 -0.0051559481737914557 -0.00091263794988777304 0.0037891569697832287 -0.0017867244220150925 2.4540234279639083e-05 0.0046476946316390379 -0.012287060310482243 0.016487995229438494 0.002639027475555362 0.013926328663686233 leaf_weight=40.393767469329759 1066.995204411447 1601.8331473618746 2618.2620821744204 802.71853974461555 1853.7785164266825 403.24140796065331 81.389411270618439 311.41233356297016 24.057381704449654 54.80741922557354 91.529954999685287 57.38763689994812 180.81560842692852 17.391400292515755 27.738293930888176 65.272055402398109 28.183787629008293 734.70943789184093 25.799785301089287 177.39163096249104 2689.0196899622679 9565.0802221521735 6466.628178037703 14434.654358997941 279822.95757556171 538.770293623209 100.43141220510006 224.73988583683968 2932.418108433485 61.263262748718262 leaf_count=1261 4660 9517 11117 3444 7904 1675 344 1383 126 241 400 244 791 74 112 278 117 3152 118 799 11478 40977 27277 61095 1207039 2257 484 925 12356 258 internal_value=2.40112e-05 0.0020166 1.39568e-05 0.0010006 0.00244929 -0.000455232 0.00239028 -0.0026814 -0.00710934 0.00822517 -0.00168068 0.00125358 -0.00415189 0.0210097 0.0269522 -0.00168461 0.00873887 -0.0011977 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94085.273437500015 4086.971069335938 21.500000000000004 10.500000000000002 92.000000000000014 74.500000000000014 97.500000000000014 291.56593322753912 60.500000000000007 310.97680664062506 2.3904999494552617 192.42346954345706 67.500000000000014 79.500000000000014 44.500000000000007 182.51656341552737 184.66258239746097 1.0000000180025095e-35 63.500000000000007 13.500000000000002 1.0205000042915346 1.1980000138282778 2.0774999856948857 49.500000000000007 225.45304870605472 1.1980000138282778 1.0000000180025095e-35 271.27960205078131 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=8 2 3 -2 -4 6 7 -3 9 15 11 22 18 -14 -15 17 -17 -1 19 -11 21 -18 24 -24 -10 29 27 -27 -29 -23 right_child=1 5 4 -5 -6 -7 -8 -9 10 12 -12 -13 13 14 -16 16 20 -19 -20 -21 -22 25 23 -25 -26 26 -28 28 -30 -31 leaf_value=0.0015712959506344153 -0.007566788055068269 0.0012019701660923663 -0.0079469129202769766 0.0087788458119512393 -0.029193458058048936 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3236.3141000717878 946.97044414281845 1867.9923843890429 65.021823480725288 310.62261125445366 1098.3311315476894 171.50884218513966 183.79720479249954 1840.7064330130816 leaf_count=20238 354 1606 1483 494 97 202 53 399 822 493 1212551 1518 11005 1321 443 51051 522 61194 2743 1713 415 13515 3989 7796 274 1255 4533 726 906 7812 internal_value=1.66901e-05 -0.00273095 -0.00525459 0.00197612 -0.00907585 3.61578e-05 0.000610125 -0.000577815 2.52161e-05 -0.000312801 7.55367e-05 0.00287481 -0.00283008 -0.00433232 0.0028609 -3.9658e-05 0.000763453 -0.000832527 0.00108216 0.00579736 0.00350118 0.00366553 0.00192008 0.002691 -0.0068202 0.00390006 0.00682767 -0.000194345 -0.0116101 0.00288272 internal_weight=326980 1011.49 529.016 182.909 346.107 482.47 470.073 458.135 325968 42238.9 283729 3408.3 4134.59 2987.45 412.866 38104.3 18929.9 19174.4 1147.13 534.165 7030.07 6966.94 3063.25 2814.96 248.288 6841.28 1764.26 665.929 355.306 5077.02 internal_count=1411523 4688 2428 848 1580 2260 2058 2005 1406835 179885 1226950 14399 17718 12769 1764 162167 80735 81432 4949 2206 29684 29269 12881 11785 1096 28747 7420 2887 1632 21327 is_linear=0 shrinkage=0.03 Tree=241 num_leaves=31 num_cat=0 split_feature=0 2 2 3 1 1 1 0 3 0 2 2 2 2 2 2 2 1 2 2 2 1 2 1 2 2 2 1 2 0 split_gain=8.0186 7.39772 15.3248 12.4128 8.40418 6.40859 26.7833 7.35202 6.10504 44.8368 46.7124 43.3452 113.854 70.5433 42.7311 54.4139 44.5963 44.6342 42.4314 53.7893 48.2871 36.7959 71.427 33.4024 32.7624 32.0108 25.8076 33.5376 40.878 25.1492 threshold=94.500000000000014 94085.273437500015 4086.971069335938 21.500000000000004 10.500000000000002 92.000000000000014 74.500000000000014 97.500000000000014 1.1980000138282778 49.500000000000007 45446.361328125007 271.27960205078131 1148.0775146484377 182.51656341552737 2848.0100097656255 2321.0456542968755 1420.9512329101565 -7.4999999999999991 855.65197753906261 401.18936157226568 955.99880981445324 1.0000000180025095e-35 291.56593322753912 2.5000000000000004 482.89285278320318 13515.104003906252 3826.821655273438 -1.4999999999999998 3673.077514648438 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=8 2 3 -2 -4 6 7 -3 9 11 -11 13 18 -1 15 16 -14 -18 19 21 -20 22 -13 -22 -21 26 27 -16 -29 -17 right_child=1 5 4 -5 -6 -7 -8 -9 -10 10 -12 12 14 -15 25 29 17 -19 20 24 23 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.0011756466825455576 -0.0073477970885244097 0.001166068845295884 -0.007720704863767051 0.0085096234079973087 -0.028690649774065373 -0.021441181467859911 0.045092819110625446 -0.0089276871080946618 7.8076913664947969e-05 0.00063577095758109452 -0.016382192582139344 0.016382692872932668 0.010501782432675086 0.0062126608408491256 -0.0071251604707741308 0.0075970348522244185 0.015235757701675833 -0.0032840185591667911 -0.020137730118680554 0.013058965033341526 -0.0049038479095552274 -0.018972820736925095 -0.013728604992597256 -0.02206787036485882 -0.0023476154143350181 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24.1332 23.6119 23.0619 20.2345 20.203 19.3149 25.0499 21.78 threshold=96.500000000000014 1.0000000180025095e-35 6815.6660156250009 99992.636718750015 40.666500091552741 98.500000000000014 5.5000000000000009 77.500000000000014 4432.1855468750009 555.07958984375011 4.4095001220703134 1.0000000180025095e-35 3.2575000524520878 1.0000000180025095e-35 444.35388183593756 72.500000000000014 1.469500005245209 1.5979999899864199 482.89285278320318 1.247500002384186 46.500000000000007 7.5000000000000009 87.386707305908217 1.0000000180025095e-35 174.66455078125003 460.37582397460943 3.5000000000000004 6.4175000190734872 297.03073120117193 7.7119998931884775 decision_type=2 2 2 2 2 2 2 2 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 4 -4 8 6 -5 -8 -3 10 12 -12 14 24 -1 16 18 -18 19 -16 -20 -17 -13 -22 -14 26 -15 28 -24 -29 right_child=1 2 3 5 -6 -7 7 -9 -10 -11 11 22 13 25 15 21 17 -19 20 -21 23 -23 27 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.00033705985108013536 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166.3986299932003 2479.0578205138445 160.40784250199795 141.82119382917881 453.65821422636509 13.705348476767538 244.17768833041191 459.32472512125969 3402.6597820967436 2253.1978051066399 110.76170065999031 163.62328317761421 371.45995470881462 239.79217749834061 leaf_count=247664 419 120 368 434 104 211 44 86 97 1104012 5288 230 256 3789 1255 2057 690 10447 685 595 1834 68 1067 2097 14023 9752 538 708 1555 1030 internal_value=1.56937e-05 -0.00429341 -0.00713961 -0.0100299 0.00276434 -0.0029457 -0.000652879 0.0211195 -0.00889486 2.0532e-05 -0.000222987 0.00257488 -0.00030931 -0.00209887 -0.000119457 0.00260887 0.00376505 0.00557186 0.000607513 0.00722578 -0.00210786 -0.00697292 -0.000887 -0.00420502 0.000689021 -0.00507927 -0.00148623 3.76182e-05 0.00338097 -0.00506456 internal_weight=326957 366.702 270.959 209.749 61.2103 136.842 126.106 20.6695 41.5902 326590 71950.7 2153.48 69797.3 6694.49 63102.8 4661.11 4159.24 2645.46 1513.79 440.395 1073.39 501.871 1061.64 912.983 3458.95 3235.54 982.341 1019.05 615.638 403.415 internal_count=1411523 1883 1464 1143 321 775 564 130 217 1409640 305628 9878 295750 28358 267392 19728 17603 11137 6466 1850 4616 2125 4590 3931 14279 14079 4327 4360 2622 1738 is_linear=0 shrinkage=0.03 Tree=243 num_leaves=31 num_cat=0 split_feature=0 2 1 2 3 0 2 2 2 2 2 1 1 0 2 0 0 0 1 2 0 2 0 1 2 0 0 0 2 1 split_gain=7.30186 6.81107 14.2166 11.1988 15.1846 12.9347 11.8797 8.44865 14.9018 8.00856 8.39081 6.09394 25.0991 6.81353 5.83256 20.2434 20.8275 18.0354 24.75 22.5396 52.3886 94.3447 53.0906 50.6187 44.0562 35.245 43.479 25.616 26.4289 24.9432 threshold=94.500000000000014 94085.273437500015 1.0000000180025095e-35 24919.096679687504 40.666500091552741 96.500000000000014 20654.361328125004 3473.4255371093755 3232.175903320313 21324.808593750004 12925.947753906252 92.000000000000014 74.500000000000014 97.500000000000014 555.07958984375011 88.500000000000014 69.500000000000014 48.500000000000007 1.5000000000000002 291.56593322753912 60.500000000000007 216.75743103027347 54.500000000000007 1.0000000180025095e-35 195.44509887695315 58.500000000000007 66.500000000000014 63.500000000000007 170.13991546630862 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=14 2 7 4 6 -5 -4 8 -2 10 -9 12 13 -3 15 16 17 18 -1 20 21 -19 -23 -24 27 -21 29 28 -22 -27 right_child=1 11 3 5 -6 -7 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 19 -20 25 24 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00011667778368545963 -0.0096887050246064928 0.0011326951763517864 -0.008904179824132448 -0.0076276783588929689 0.017115353098951718 -0.026342763158133498 0.023422868539664205 -0.00094324831561654683 0.026658717928630529 0.0081637247211982372 -0.021749786825666695 -0.021119346444283912 0.04388378937993221 -0.0086027692856461314 9.0643565951228732e-05 0.01880989329658134 -0.0023502938148414081 4.2470594459121305e-06 -0.001941742812972357 -0.0010088529470000942 -0.0010483498998126507 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-0.00489062 -0.0083281 -0.00402968 -0.0149437 -0.00703798 0.00217378 0.013522 -0.00171133 -0.00739236 4.62775e-05 0.000584771 -0.000526973 2.3104e-05 -0.000215352 -0.000228664 -0.000105768 -0.000424992 0.000642495 0.000157372 0.00101996 0.00742277 0.0104332 -0.00316661 0.00270022 0.00490614 0.0031969 -0.00426387 0.00854424 internal_weight=326946 1008.1 526.895 354.431 214.841 139.59 188.083 172.464 43.9851 128.479 81.5587 481.204 469.265 457.518 325938 71941.2 71890.9 67954.6 47633.3 20321.3 16444.4 13056.3 1787.61 1334.99 3388.16 3876.89 2431.05 759.636 268.036 1334.07 internal_count=1411523 4688 2428 1700 1057 643 907 728 194 534 341 2260 2058 2005 1406835 305624 305396 288679 202297 86382 70063 55575 7427 5534 14488 16319 10195 3249 1155 5586 is_linear=0 shrinkage=0.03 Tree=244 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 1 2 1 2 2 3 0 2 0 2 2 3 0 2 2 2 2 2 2 2 2 2 2 1 1 split_gain=6.9953 6.91168 15.8715 7.88199 7.26571 6.84762 8.4653 6.53344 11.5159 11.7278 14.0625 11.1553 11.0397 9.30827 8.46141 14.1462 5.68234 42.0547 44.6891 41.516 107.287 66.4405 40.3548 50.7055 45.9591 40.2204 51.2181 41.9414 42.2255 35.2072 threshold=92.000000000000014 75.500000000000014 83842.167968750015 94.500000000000014 73.500000000000014 82.000000000000014 12078.030273437502 1.0000000180025095e-35 83842.167968750015 24919.096679687504 40.666500091552741 96.500000000000014 20654.361328125004 97.500000000000014 3473.4255371093755 3232.175903320313 1.1980000138282778 49.500000000000007 94085.273437500015 271.27960205078131 1148.0775146484377 182.51656341552737 855.65197753906261 401.18936157226568 955.99880981445324 2848.0100097656255 2321.0456542968755 1420.9512329101565 -7.4999999999999991 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 3 5 4 16 6 -3 14 9 10 12 -11 -9 -10 15 -5 17 19 -19 21 22 -1 23 29 -24 26 27 -22 -29 -21 right_child=-2 2 -4 7 -6 -7 -8 8 13 11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 25 -23 24 -25 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57.980453483760357 261.77606159448624 27.875576496124268 278384.81763659162 26146.60674829036 57.597495377063751 332.42146007716656 259.71230570971966 1623.4516900330782 410.17582981288433 1024.1362392157316 794.4614617228508 7412.4775581657887 2180.0934355705976 121.44970121979713 2726.5638206154108 294.86164920777082 leaf_count=17677 223 53 83 72 70 76 54 848 1086 348 150 260 52 313 1156 122 1198632 115747 236 1339 1113 6776 1940 4577 3645 32454 9005 647 11211 1558 internal_value=1.47587e-05 1.56707e-05 0.0103768 1.38343e-05 2.19129e-05 -0.000448728 0.0089627 -0.00267258 -0.00432147 -0.00813372 -0.00377992 -0.0151279 -0.00670575 -0.00029025 0.000966257 0.0131667 2.29307e-05 -0.000280397 0.000524153 -0.00127113 -0.00207488 0.000913462 -0.00732856 -0.00428288 -0.0115038 -0.000893425 0.00110543 -0.0013675 -0.00241993 -0.0109998 internal_weight=326938 326924 57.934 326866 325886 39.2692 25.1019 980.008 674.408 346.618 213.634 132.984 186.661 327.79 305.6 43.824 325869 47484 26204.2 21279.8 15556.4 5723.45 2856.06 1651.42 1204.64 12700.3 5287.82 3107.73 2848.01 627.283 internal_count=1411523 1411300 266 1411034 1406627 183 107 4407 3057 1658 1050 608 900 1399 1350 194 1406557 207925 115983 91942 67489 24453 13059 7474 5585 54430 21976 12971 11858 2897 is_linear=0 shrinkage=0.03 Tree=245 num_leaves=31 num_cat=0 split_feature=1 1 2 2 0 0 2 0 0 0 0 2 2 0 2 0 0 0 1 1 1 0 2 1 0 2 2 0 1 0 split_gain=7.41861 8.85036 26.3819 6.91639 16.6107 11.0685 9.23196 26.3812 21.6953 35.9479 19.0774 23.7558 19.9825 18.3599 17.6162 18.6415 13.7146 12.99 11.2812 11.2163 9.31485 17.065 17.0556 16.8701 16.0848 24.1842 10.0015 8.98651 8.58992 7.8085 threshold=82.000000000000014 75.500000000000014 14362.723632812502 142.59513854980472 49.500000000000007 35.500000000000007 135.80005645751956 50.500000000000007 53.500000000000007 52.500000000000007 59.500000000000007 113.878231048584 87.386707305908217 51.500000000000007 65.776599884033217 53.500000000000007 78.500000000000014 54.500000000000007 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 75.500000000000014 87.386707305908217 1.5000000000000002 68.500000000000014 113.878231048584 113.878231048584 67.500000000000014 1.0000000180025095e-35 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 3 -3 4 5 -1 10 18 9 -9 11 12 14 -14 15 -6 20 -13 -8 -15 21 24 23 27 25 -12 -26 -22 -19 -16 right_child=-2 2 -4 -5 6 -7 7 8 -10 -11 16 17 13 19 29 -17 -18 28 -20 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.00022484425840109369 -0.013873399848463726 -0.014949646327118588 0.037680874904686232 1.56549252959858e-05 -0.0027165402243171334 0.0040653926494088827 0.0069142641522936593 0.010131973591427338 0.00029455844162738927 0.051754118550681585 0.0026884663377090665 -0.01915976585355552 0.019720353575078363 -0.016814878056389451 -0.030646634764045482 0.014111380462886366 -0.018503409526731303 -0.014078166248116565 -0.0020478458587030327 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internal_value=3.43149e-05 3.57825e-05 0.0151208 3.41681e-05 0.00106224 0.0026598 -0.000555286 0.00183633 0.0132539 0.0230878 -0.00176382 -0.00435607 -0.00233507 0.00924373 -0.00405302 0.000142213 0.00170458 -0.0140362 -0.000318627 -0.00425862 0.00245238 0.00595337 -0.000587767 0.00842839 0.00453354 0.00716431 -0.0112202 -0.000237335 -0.00194768 -0.00885326 internal_weight=327121 327086 35 327051 5785.25 2910.59 2874.65 964.994 153.215 87.1123 1909.66 1092.86 904.105 116.811 787.294 420.123 816.795 188.758 811.779 51.0356 787.648 366.078 421.57 130.414 349.295 299.311 49.9832 79.2778 56.1883 367.171 internal_count=1411980 1411664 153 1411511 24915 12531 12384 4142 647 365 8242 4712 3881 502 3379 1790 3530 831 3495 222 3378 1531 1847 554 1454 1247 207 331 247 1589 is_linear=0 shrinkage=0.03 Tree=246 num_leaves=31 num_cat=0 split_feature=1 1 2 2 0 0 2 0 0 0 0 2 2 0 2 0 0 0 1 1 1 0 2 1 0 2 2 0 1 2 split_gain=7.0287 8.38404 25.0556 6.51034 15.6281 10.416 8.69401 24.848 20.4673 34.2476 17.9641 22.4196 18.7964 17.2923 16.6003 17.554 12.9741 12.3456 10.6259 10.5215 8.78243 16.3351 16.0345 15.7488 15.1388 22.8839 9.3747 8.47818 8.06317 7.51634 threshold=82.000000000000014 75.500000000000014 14362.723632812502 142.59513854980472 49.500000000000007 35.500000000000007 135.80005645751956 50.500000000000007 53.500000000000007 52.500000000000007 59.500000000000007 113.878231048584 87.386707305908217 51.500000000000007 65.776599884033217 53.500000000000007 78.500000000000014 54.500000000000007 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 75.500000000000014 87.386707305908217 1.5000000000000002 68.500000000000014 113.878231048584 113.878231048584 67.500000000000014 1.0000000180025095e-35 65.776599884033217 decision_type=2 2 2 2 2 2 2 2 2 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 29 10 18 9 -9 11 12 14 -14 15 -6 20 -13 -8 -15 21 24 23 27 25 -12 -26 -22 -19 -1 right_child=-2 2 -4 -5 6 -7 7 8 -10 -11 16 17 13 19 -16 -17 -18 28 -20 -21 22 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28.475181832909584 366.76158547401428 71.307209998369217 28.963886678218842 27.203429400920868 654.9349624812603 22.720701470971107 58.898080050945282 16.570767924189568 290.74997960031033 51.4215287566185 20.608650267124176 64.394478872418404 29.437114283442497 20.364611834287643 29.126556366682053 954.68351259082556 leaf_count=521 316 63 90 1386596 1486 7872 663 255 282 110 981 584 280 118 1589 304 152 114 2832 104 245 77 1293 223 87 266 120 86 133 4138 internal_value=3.32858e-05 3.47095e-05 0.014764 3.31432e-05 0.00103079 0.00258014 -0.000539042 0.0017824 0.0128684 0.0224317 -0.00171245 -0.00422858 -0.00226608 0.00895571 -0.0039342 0.000138014 0.0016552 -0.0136432 -0.000309209 -0.00411783 0.00238092 0.0057837 -0.000570667 0.00815769 0.0044018 0.00695837 -0.0108693 -0.000230574 -0.00188452 0.000218098 internal_weight=327118 327083 34.7766 327049 5782.93 2910.44 2872.48 964.444 153.08 86.9758 1908.04 1092.09 903.706 116.951 786.755 419.993 815.952 188.38 811.364 51.1959 786.988 365.554 421.434 130.684 348.983 298.938 50.0458 79.2627 56.33 1065.25 internal_count=1411980 1411664 153 1411511 24915 12531 12384 4142 647 365 8242 4712 3881 502 3379 1790 3530 831 3495 222 3378 1531 1847 554 1454 1247 207 331 247 4659 is_linear=0 shrinkage=0.03 Tree=247 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 1 0 0 0 0 2 0 2 0 0 1 0 0 2 2 0 0 2 1 0 0 1 2 0 2 split_gain=6.97201 7.4458 6.10877 14.8921 17.079 18.3578 23.183 12.3378 10.8428 10.7323 9.63364 8.89397 8.41426 7.11939 8.94457 10.844 12.8 23.141 7.53133 7.21978 38.001 32.4904 17.3012 10.1905 9.4264 15.3985 14.8536 8.37862 40.7206 16.529 threshold=98.500000000000014 1.0000000180025095e-35 142.59513854980472 46.500000000000007 40.500000000000007 1.0000000180025095e-35 13.500000000000002 15.500000000000002 35.500000000000007 19.500000000000004 87.386707305908217 43.500000000000007 65.776599884033217 78.500000000000014 65.500000000000014 1.0000000180025095e-35 75.500000000000014 68.500000000000014 113.878231048584 135.80005645751956 52.500000000000007 53.500000000000007 113.878231048584 -2.4999999999999996 49.500000000000007 54.500000000000007 1.5000000000000002 87.386707305908217 51.500000000000007 65.776599884033217 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 4 5 6 -1 10 -8 -9 -7 12 -6 14 19 16 17 18 -16 22 -21 -22 23 -5 26 -26 -24 29 -29 -25 right_child=1 -3 -4 13 11 7 8 9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 24 27 25 -27 -28 28 -30 -31 leaf_value=0.032856765448998806 0.010987403797895173 -0.021679202961963087 1.6304568378913161e-05 -0.0087807056504631588 -0.001771252492730828 -0.026639175371172101 0.00094302907884296044 0.021168043246461286 0.0088476225843529994 -0.0015602486020871689 0.0043290508914835919 0.0036300295391915815 0.012010750409149947 -0.014473091934298483 0.0066796964420062993 -0.00062030589788562764 0.034292684379104516 -0.0067369587623480089 0.021773638046750546 4.2295350451456009e-05 0.04939926109315098 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0.00100029 0.00282393 0.00106716 0.00459075 -0.00184894 0.00357699 -0.0010403 -0.0174562 0.00650863 0.0101358 -0.000271148 -0.000138683 0.00385202 0.00881585 0.00664571 0.0147509 -0.000736475 0.00136468 0.0277495 -0.0017902 -0.000660843 -0.00884412 -0.0123139 0.000220125 9.55114e-06 0.00375802 -0.00128302 internal_weight=327115 33.7441 327081 5780.52 2374.6 1607.96 728.139 879.824 702.928 836.485 43.3399 766.632 339.209 3405.92 3374.45 439.625 208.363 192.008 119.583 2934.82 980.227 46.7833 1954.6 1684.85 269.75 195.076 74.6738 1556.35 399.063 1157.29 internal_count=1411980 363 1411617 24915 10248 6992 3210 3782 3050 3557 225 3256 1449 14667 14503 1888 873 796 499 12615 4213 195 8402 7228 1174 861 313 6648 1712 4936 is_linear=0 shrinkage=0.03 Tree=248 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 1 0 0 0 0 2 0 2 1 2 0 0 1 0 0 0 2 2 0 0 2 1 0 0 1 split_gain=6.64515 7.13019 5.75234 14.0269 16.0691 17.3041 22.3795 11.7444 10.2462 10.0558 9.25578 8.38417 7.92917 6.98568 12.9761 6.73248 8.42651 10.2371 12.2925 21.8359 7.17157 7.14302 6.79643 35.9524 30.9825 16.3348 9.55895 8.8978 14.5889 14.1061 threshold=98.500000000000014 1.0000000180025095e-35 142.59513854980472 46.500000000000007 40.500000000000007 1.0000000180025095e-35 13.500000000000002 15.500000000000002 35.500000000000007 19.500000000000004 87.386707305908217 43.500000000000007 65.776599884033217 1.0000000180025095e-35 113.878231048584 78.500000000000014 65.500000000000014 1.0000000180025095e-35 75.500000000000014 68.500000000000014 70.500000000000014 113.878231048584 135.80005645751956 52.500000000000007 53.500000000000007 113.878231048584 -2.4999999999999996 49.500000000000007 54.500000000000007 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=2 -2 3 4 5 6 -1 10 -8 -9 -7 12 -6 -14 -15 16 22 18 19 21 -21 -18 25 -24 -25 26 -5 29 -29 -27 right_child=1 -3 -4 15 11 7 8 9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 20 -22 -23 23 24 -26 27 -28 28 -30 -31 leaf_value=0.032518331023588913 0.010671556661492696 -0.021374381683890688 1.5815475976653538e-05 -0.0084935257995209373 -0.0017181715834125033 -0.026211653921775067 0.00091493605679781849 0.020436639869253082 0.008606352023321398 -0.001513981229896523 0.0041940627274475034 0.0035217506808686966 0.0071120056591048334 0.011973672555842012 0.034818479690595289 -0.014106927047443636 0.0064885063609186255 -0.00060180294837076833 0.033718340594116561 -0.014736257149929294 0.0043201464358532367 0.021207562662897823 4.1025974183377258e-05 0.048339839636840631 -0.0010874294907216228 0.0060028606586922757 9.2348136497610158e-06 -0.017699413624092018 -0.00018250674343168397 -0.029209292327928245 leaf_weight=24.716100789606571 8.3315070569515211 24.997474551200867 321300.38623909187 128.84978720545769 46.145271435379982 30.062567979097366 468.59891013801098 19.224977895617485 233.58170822262764 817.06128998100758 12.866928696632383 427.34823861718178 149.07748144865036 115.97827781736851 27.727458357810974 31.324927136301994 55.560624971985817 231.22180034220219 16.138207465410233 41.268923938274384 31.218788236379623 63.685803756117821 933.44701515138149 26.504686906933784 20.04608154296875 62.27299091219902 1556.0222840756178 130.99952583014965 63.548726692795753 12.253986790776251 leaf_count=160 34 329 1386702 580 194 169 2006 82 1044 3475 56 1807 662 478 115 164 234 1015 77 169 128 265 4018 110 85 255 6648 584 277 58 internal_value=3.13201e-05 -0.0133636 3.26851e-05 0.000970964 0.00274183 0.00103642 0.00446109 -0.00179495 0.0034735 -0.00100937 -0.0170984 0.00631636 0.00984004 0.0116617 0.0163815 -0.000263093 -0.000134528 0.00374145 0.00857257 0.00645606 -0.0065291 0.0143495 -0.000714607 0.00132422 0.0270551 -0.00173717 -0.00064101 -0.00860104 -0.0119776 0.000213155 internal_weight=327110 33.329 327077 5776.75 2372.39 1606.11 726.897 879.216 702.181 836.286 42.9295 766.277 338.928 292.783 143.706 3404.36 3373.04 439.094 207.872 191.734 72.4877 119.246 2933.95 979.998 46.5508 1953.95 1684.87 269.075 194.548 74.527 internal_count=1411980 363 1411617 24915 10248 6992 3210 3782 3050 3557 225 3256 1449 1255 593 14667 14503 1888 873 796 297 499 12615 4213 195 8402 7228 1174 861 313 is_linear=0 shrinkage=0.03 Tree=249 num_leaves=31 num_cat=0 split_feature=1 1 2 3 2 2 2 2 2 1 2 2 2 2 2 2 2 3 3 1 2 2 2 0 0 2 2 2 3 2 split_gain=6.60802 7.95288 23.8202 5.50818 26.7482 65.4166 108.938 59.8016 52.3953 48.3186 58.7366 46.742 65.7897 45.3433 41.4444 40.5428 36.8703 36.3218 35.2146 87.5245 63.4158 62.7446 49.606 34.7017 30.3524 30.1118 30.0133 29.0312 26.288 28.9435 threshold=82.000000000000014 75.500000000000014 14362.723632812502 1.1510000228881838 252.50982666015628 1148.0775146484377 855.65197753906261 401.18936157226568 468.30728149414068 1.0000000180025095e-35 291.56593322753912 2748.945678710938 2449.139526367188 174.66455078125003 1896.9642333984377 3618.2971191406255 955.99880981445324 1.1054999828338625 1.0619999766349795 1.5000000000000002 5947.2192382812509 7475.0764160156259 4520.4785156250009 52.500000000000007 51.500000000000007 6665.8681640625009 8374.6435546875018 2272.6494140625005 1.1054999828338625 1494.5967407226565 decision_type=2 2 2 2 2 2 2 2 2 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 13 6 7 9 -9 10 -6 12 14 -1 28 17 -8 -13 19 22 -21 -20 -17 -11 -12 -24 -23 -16 29 -7 right_child=-2 2 -4 -5 5 11 16 8 -10 23 24 15 -14 -15 27 18 -18 -19 21 20 -22 26 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00027073566364042135 -0.013196867827487741 -0.014148415213314414 0.036145067734245639 7.483496791547178e-05 0.011167500643541359 0.014430951246486834 -0.021313766966732321 0.016778764219972514 0.00014568749754125231 -0.017748338753466392 -0.017989812210625414 -0.014118847931729484 0.0063138702472724266 0.0042864147959456806 -0.0035324945662235942 0.0039341753192997124 -0.009005908877015481 0.0012411338416368845 -0.0041022130338128696 -0.012712647631223021 0.0015087889241271709 0.010676584695350362 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-0.000309642 -0.000768413 -0.00464436 -0.0012205 0.00214389 -0.0077768 -0.00017204 -0.000235209 0.00151925 0.00107356 0.000122505 -0.00119268 -0.0129565 -0.00877505 -0.000895646 0.000601546 -0.00693011 -0.00225343 0.00201212 -0.0146874 -0.0120055 -0.00170734 0.00148249 -0.0015624 0.00335573 0.00508073 internal_weight=327107 327073 34.5436 327038 37936.5 28487.8 3445.07 2440 1612.52 827.474 393.951 25042.8 8841.57 9448.66 6846.95 16201.2 1005.07 610.742 15590.5 7414.57 1169.6 8175.88 6244.98 433.523 192.777 2127.66 2706.58 4501.25 2345.7 1811.32 internal_count=1411980 1411664 153 1411511 167226 126894 15433 10739 7001 3738 1589 111461 36693 40332 28497 74768 4694 2533 72235 34659 5783 37576 28876 2149 776 8964 11199 18643 9854 7603 is_linear=0 shrinkage=0.03 Tree=250 num_leaves=31 num_cat=0 split_feature=1 0 3 2 2 0 2 1 2 0 0 2 2 3 2 2 0 1 2 1 0 2 1 0 0 2 2 3 3 1 split_gain=9.16327 19.9587 23.1584 26.3003 56.1868 48.173 31.2304 43.0318 38.875 29.5445 24.9243 68.2393 24.4964 35.7579 23.7147 24.6025 31.0567 22.0631 19.9277 18.8672 22.6704 17.7503 30.0897 31.2915 25.5906 26.1696 32.7916 24.2418 21.977 24.8879 threshold=5.5000000000000009 7.5000000000000009 2.3904999494552617 5681.6511230468759 9801.5458984375018 40.500000000000007 37758.167968750007 23.500000000000004 83842.167968750015 46.500000000000007 45.500000000000007 2362.8337402343755 2848.0100097656255 1.1510000228881838 3473.4255371093755 3673.2597656250005 48.500000000000007 57.500000000000007 203.28157806396487 12.500000000000002 37.500000000000007 40737.804687500007 8.5000000000000018 28.500000000000004 89.500000000000014 5808.2832031250009 1320.400329589844 5.0659999847412118 2.7749999761581425 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 10 5 -5 7 9 -8 19 11 -3 18 14 -14 16 -16 -9 -12 -6 -21 24 23 -23 25 26 -4 -24 -28 -30 right_child=1 2 21 4 6 -7 8 17 -10 -11 12 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 27 -25 -26 -27 28 -29 29 -31 leaf_value=5.6217576519681963e-05 -0.016843957940942872 -0.0030707550388811614 0.0040468076851066263 -0.024973257624520406 -0.0063066283180170032 -0.0063406283944199091 0.010599222226986003 0.0085073675940517436 -0.022383120443763244 0.00022424702253653631 -0.0052392424004257384 0.0057678008070756164 -0.036002614763251617 -0.0018733443797944933 0.0095755259094411037 -0.021713253130098746 -0.011427707160765575 -0.01951551020037217 0.0008251123719624627 -0.022713382476023863 -0.0037881387471389071 -0.013084100474947763 -0.004500777218112078 0.0066182776210181177 -0.01234124613244825 0.0045822844757023367 0.0029722146889647311 0.0069657391241838961 -0.0023566740123866755 -0.01385898839094136 leaf_weight=311719.35736381751 68.619414329528809 1543.2335783913732 847.82439804077148 186.12361367046833 528.48068335652351 379.53308958560228 283.45412859320641 302.44069072604179 36.278952851891518 434.30273880064487 623.99873764067888 1602.5509118139744 34.361644268035889 914.62983064353466 86.35415481030941 120.44636242091656 237.96815013885498 27.593151226639748 2232.2523776218295 167.10601684451103 86.430343747138977 326.28085723519325 314.24329780042171 93.292641758918762 110.39842068403959 2115.6032692193985 292.0267431885004 351.60280367732048 438.65534099936485 275.7148531973362 leaf_count=1341583 284 8285 4340 851 2334 1900 1176 1239 154 1770 3813 6622 149 4040 461 747 1479 114 10251 775 422 1324 1283 380 522 8533 1233 1615 1920 1283 internal_value=2.12976e-05 -0.000701408 -0.000627528 -0.00148234 -0.00418887 -0.0124715 -0.00167819 -0.00344295 0.00685684 -0.0060498 -0.000592427 0.00143185 -0.00209076 -0.00535124 -0.0119903 -0.0101352 -0.00583538 0.00616446 -0.000499754 -0.00953417 -0.0162618 0.000998728 -0.00241088 -0.00870325 0.00190575 0.00230195 -0.000299828 0.00155416 -0.00396159 -0.00679605 internal_weight=326781 15061.8 14993.2 9827.54 2431.74 565.657 1866.09 1546.35 319.733 1216.32 7395.8 3145.78 4250.01 1393.76 479.13 444.769 324.322 330.034 2856.25 782.017 253.536 5165.64 1085.42 419.573 4080.22 3969.82 1854.22 665.846 1006.4 714.37 internal_count=1410882 69299 69015 46582 10735 2751 7984 6654 1330 5301 35847 14907 20940 6876 2836 2687 1940 1353 14064 3531 1197 22433 4602 1704 17831 17309 8776 2898 4436 3203 is_linear=0 shrinkage=0.03 Tree=251 num_leaves=31 num_cat=0 split_feature=1 0 3 2 2 0 2 1 2 0 0 2 2 3 2 2 0 1 2 1 0 2 1 0 0 2 2 3 3 1 split_gain=8.63278 18.8147 21.814 24.8176 53.1852 45.9669 29.4083 40.5584 36.6239 27.9436 23.4769 64.1972 23.1352 34.0199 22.6203 23.6629 29.3609 20.7307 18.8043 17.9844 21.667 16.7045 28.3493 29.4876 24.1517 24.6237 30.851 22.8153 20.7289 23.6002 threshold=5.5000000000000009 7.5000000000000009 2.3904999494552617 5681.6511230468759 9801.5458984375018 40.500000000000007 37758.167968750007 23.500000000000004 83842.167968750015 46.500000000000007 45.500000000000007 2362.8337402343755 2848.0100097656255 1.1510000228881838 3473.4255371093755 3673.2597656250005 48.500000000000007 57.500000000000007 203.28157806396487 12.500000000000002 37.500000000000007 40737.804687500007 8.5000000000000018 28.500000000000004 89.500000000000014 5808.2832031250009 1320.400329589844 5.0659999847412118 2.7749999761581425 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 10 5 -5 7 9 -8 19 11 -3 18 14 -14 16 -16 -9 -12 -6 -21 24 23 -23 25 26 -4 -24 -28 -30 right_child=1 2 21 4 6 -7 8 17 -10 -11 12 -13 13 -15 15 -17 -18 -19 -20 20 -22 22 27 -25 -26 -27 28 -29 29 -31 leaf_value=5.4531193569277703e-05 -0.016368248970139658 -0.0029829775763290729 0.0039179923001627119 -0.024423053212992124 -0.0061286624689882449 -0.0061655236748593472 0.010276088551540588 0.0082564494845490406 -0.021780477956231167 0.00021751785178890164 -0.0050974931192817215 0.0055918711997414257 -0.035280142357801442 -0.0018178120909105398 0.0092444440920599596 -0.021333732078545269 -0.011160861403869002 -0.018866596489701862 0.0008001896987452126 -0.022218047505716165 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internal_value=2.06499e-05 -0.000681116 -0.000609392 -0.00143975 -0.00407193 -0.0121503 -0.00163035 -0.00334547 0.00665038 -0.0058807 -0.000575316 0.00138946 -0.0020306 -0.00520405 -0.0117072 -0.00989317 -0.00568224 0.00598082 -0.000485051 -0.00927817 -0.0158707 0.000968811 -0.00234 -0.00845258 0.00184854 0.00223263 -0.000291005 0.00150785 -0.0038484 -0.00660654 internal_weight=326769 15049.8 14981.3 9816.46 2426.83 563.247 1863.58 1543.82 319.76 1213.85 7389.63 3144.39 4245.24 1390.38 476.083 442.064 323.13 329.97 2854.86 779.547 252.02 5164.85 1084.78 419.066 4080.07 3970.13 1854.39 665.715 1004.99 712.856 internal_count=1410882 69299 69015 46582 10735 2751 7984 6654 1330 5301 35847 14907 20940 6876 2836 2687 1940 1353 14064 3531 1197 22433 4602 1704 17831 17309 8776 2898 4436 3203 is_linear=0 shrinkage=0.03 Tree=252 num_leaves=31 num_cat=0 split_feature=1 0 3 2 0 2 1 2 0 2 0 2 2 1 0 2 2 3 0 2 1 2 3 2 0 2 2 2 2 0 split_gain=8.13296 17.9287 22.5414 23.4187 50.7141 46.6783 27.5768 28.8533 22.1315 46.5285 20.1014 18.6009 25.236 17.5999 19.9123 17.0899 25.7013 22.7193 15.557 21.6382 15.2833 14.9777 14.8882 14.3491 13.8301 17.6848 13.3969 19.5227 19.3457 11.7997 threshold=5.5000000000000009 8.5000000000000018 2.3904999494552617 5681.6511230468759 46.500000000000007 9801.5458984375018 22.500000000000004 33836.650390625007 42.500000000000007 2848.0100097656255 40.500000000000007 99992.636718750015 37758.167968750007 12.500000000000002 37.500000000000007 3290.9838867187505 203.28157806396487 1.1980000138282778 51.500000000000007 3673.2597656250005 6.5000000000000009 192.42346954345706 1.0619999766349795 13515.104003906252 48.500000000000007 3673.077514648438 320.40057373046881 207.88987731933597 135.80005645751956 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 8 5 10 7 13 9 -3 -5 12 22 -7 -15 16 21 18 19 24 -14 -10 -6 -24 25 -17 27 28 -4 -22 right_child=1 2 26 4 11 6 -8 -9 15 -11 -12 -13 20 14 -16 17 -18 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13.675990909337996 16.73274090886116 152.03015503287315 80.60301910340786 12.43850928544998 3005.4882948026061 691.38564032316208 85.210708051919937 123.64630227535963 31.597330898046494 110.36265136301517 298.01700758934021 368.60529440641403 183.67211820185184 112.49276912212372 5009.4555748971179 27.409238547086716 36.232533305883408 75.210049197077751 leaf_count=1341583 618 6625 49 851 584 2255 911 743 4006 4697 901 56 68 719 396 55 13632 3094 522 806 131 687 1317 1495 1136 587 21717 137 196 308 internal_value=2.00219e-05 -0.000661409 -0.000557888 -0.00139837 -0.00395825 -0.00741493 -0.00448114 -0.00677522 -0.00055869 0.00180051 -0.017076 0.00149368 0.00200659 -0.00936824 -0.0162018 -0.00170215 -0.000705561 -0.00480551 -0.00955946 -0.00724992 0.0146288 -0.00563894 6.35457e-05 -0.00178145 -0.00300123 0.00469929 0.00106326 0.0137171 0.0019399 0.0188053 internal_weight=326756 15037.8 14889.1 9805.49 2421.93 1482.19 1136.93 916.08 7383.56 2410.4 345.253 939.747 926.071 740.449 232.633 4973.15 3764.31 1208.85 517.46 432.25 123.54 758.82 802.531 666.622 308.603 124.931 5083.66 74.202 46.7928 106.807 internal_count=1410882 69299 68681 46582 10735 6776 5024 4113 35847 11322 1752 3959 3903 3370 1115 24525 18325 6200 3106 2584 507 4693 3396 2812 1778 642 22099 382 245 439 is_linear=0 shrinkage=0.03 Tree=253 num_leaves=31 num_cat=0 split_feature=1 0 1 2 0 1 0 2 0 0 0 2 2 2 0 2 2 0 2 1 2 2 1 0 2 0 2 2 2 0 split_gain=7.67355 29.5308 17.0791 12.5549 13.7408 11.2627 17.9325 10.8075 62.4823 25.1342 14.6308 22.4181 29.3066 15.4132 22.4965 27.3787 15.8091 41.8758 16.7114 17.3638 14.4141 14.1212 21.7487 14.418 13.6684 13.1983 12.6508 12.4693 12.3055 14.3887 threshold=7.5000000000000009 21.500000000000004 17.500000000000004 628.10980224609386 17.500000000000004 21.500000000000004 40.500000000000007 6665.8681640625009 47.500000000000007 25.500000000000004 45.500000000000007 2848.0100097656255 211.06961059570315 2848.0100097656255 26.500000000000004 5118.9267578125009 4337.8815917968759 35.500000000000007 5446.7993164062509 13.500000000000002 40737.804687500007 10057.160644531252 12.500000000000002 37.500000000000007 4814.8464355468759 39.500000000000007 65.776599884033217 5009.0314941406259 13515.104003906252 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 -5 7 -7 10 9 20 13 12 26 -3 15 -15 -16 18 19 -18 -9 25 28 -24 -13 -11 -12 -19 -23 -30 right_child=1 5 -4 4 -6 6 -8 8 -10 21 11 24 -14 14 16 -17 17 27 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=4.5688334914673577e-05 0.01942053243489799 -0.0017463984778756231 0.015246540087000505 0.0043202098358656443 -0.0028862913576569757 0.0043759686824175349 -0.001297329461732866 0.0046875225659573725 0.0030233956520297348 -0.023381654598827767 0.020380084289927245 -0.0082232450380470903 0.0013640838860508296 -0.015566409662038939 0.0087658420489283555 0.008161401321671197 -0.0069529687404587641 0.0050627834690354142 0.01559063323145036 0.013887244859243263 -0.011576165324691924 -0.0128529903552992 -0.018240275456682095 -0.004424580339605042 0.002620839130638185 -0.0080474392931907824 -0.0093361716569427058 -0.025392448983962281 0.0076795388997970533 -0.0055047596037387653 leaf_weight=316410.43381027924 38.209112390875816 1202.6619469001889 103.81795720756054 714.9848331362009 357.03582967817783 714.98073241114616 1678.8352558109909 187.02322380244732 740.79915200918913 123.22517459094524 13.383223682641981 744.07961479574442 1299.5437078401446 111.37675087153912 496.69844897091389 72.097648441791534 107.30638006329536 15.121028035879133 101.06972320377827 54.133821532130241 66.477433502674103 106.90629385411739 230.87983399629593 96.35511189699173 121.72384805977345 85.615999631583691 352.37868367135525 60.546959862112999 110.93245521187782 226.83446218073368 leaf_count=1362733 192 6471 434 2996 1506 3086 7554 752 3047 566 72 3856 6121 524 2074 289 430 70 407 217 271 497 1053 463 587 484 2332 329 454 1015 internal_value=1.94132e-05 -0.000785009 0.00361047 0.00252238 0.00192009 -0.00137007 0.000397161 -0.00199892 -0.00386411 -0.00799801 -0.00122373 -0.00278303 -0.000747268 0.000553291 0.0032692 -0.00624239 0.00535949 0.000356415 0.0060242 3.51321e-05 0.00042257 -0.0101745 -0.00830211 -0.0141722 -0.00669867 -0.0170953 -0.00824885 -0.0193065 -0.00398231 -0.00117465 internal_weight=326745 10335 1214.05 1110.23 1072.02 9120.99 2393.82 6727.17 1975.05 1234.25 4752.12 2531.11 1665.31 2221.01 1018.35 183.474 834.876 338.178 262.51 161.44 253.501 980.749 771.908 327.235 865.803 208.841 365.762 75.668 444.673 337.767 internal_count=1410882 48149 5128 4694 4502 43021 10640 32381 8602 5555 23779 12968 8525 10811 4340 813 3527 1453 1054 647 1023 4532 3482 1516 4443 1050 2404 399 1966 1469 is_linear=0 shrinkage=0.03 Tree=254 num_leaves=31 num_cat=0 split_feature=1 0 3 2 2 0 2 1 2 2 0 0 0 1 2 0 2 0 2 0 0 1 1 0 2 2 1 0 0 2 split_gain=7.29405 17.083 18.3454 21.2703 41.1004 41.1063 33.4222 43.1086 33.2838 20.3479 64.1782 22.2693 19.9528 20.0794 18.8789 40.3646 25.878 34.9157 23.6038 28.8247 21.1595 18.6753 18.0409 17.2995 15.6822 15.5425 26.5195 27.6422 22.7207 22.8214 threshold=5.5000000000000009 7.5000000000000009 2.3904999494552617 37758.167968750007 5681.6511230468759 48.500000000000007 10057.160644531252 23.500000000000004 83842.167968750015 2272.6494140625005 48.500000000000007 56.500000000000007 40.500000000000007 24.500000000000004 3673.077514648438 56.500000000000007 3008.5642089843755 62.500000000000007 3673.2597656250005 54.500000000000007 59.500000000000007 12.500000000000002 10.500000000000002 37.500000000000007 4712.1987304687509 40737.804687500007 8.5000000000000018 28.500000000000004 89.500000000000014 5808.2832031250009 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 12 21 -5 11 -11 -3 -6 -14 15 -12 17 -17 -16 24 -18 -8 -13 -23 -20 28 27 -27 29 -4 right_child=1 2 25 8 5 -7 7 -9 -10 10 14 22 13 -15 18 16 20 -19 19 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=4.993795290261259e-05 -0.015598504033936528 -0.0031153551369138728 -0.00032063139131218392 0.0097450450522350001 -0.022356027647724135 0.00078510709815324937 -0.0051155453796670495 0.0076746093734119348 -0.020860911185666832 0.0046656353056392938 0.0054060640261288347 0.0082680032861178459 -0.0054268719670820323 -0.029421095528760301 -0.011882976116939907 -0.016761718246947405 0.011493780775105877 0.019996526577097527 -0.031811135682975201 0.0027124326950978819 -0.0060202775665024796 -0.020868280174471128 -0.0033027502448327818 -0.0045157940967992267 0.0025609421184676212 -0.012347961865488191 0.0014165806637797013 0.0061840789909134632 -0.011743495472457538 0.0042378878156117379 leaf_weight=311717.28950000042 68.279988303780556 3063.9692696407437 1855.103378906846 283.41861911118031 193.17942997813225 678.11316424608231 548.13962319493294 189.84516687691212 36.046077892184258 2018.5998508036137 517.27814389765263 305.49270528554916 194.38432640582323 37.434081375598907 390.34465353190899 234.68483485281467 95.409661278128624 25.815295740962029 37.785327106714249 287.86447615921497 177.73818385601044 161.55539852380753 201.11772821843624 91.033300161361694 17.469821318984032 325.34445932507515 665.37047452200204 93.186491638422012 109.51550964266062 2115.634229362011 leaf_count=1341583 284 16280 8776 1176 907 2787 2433 777 154 8671 2120 1581 1088 196 2342 976 392 108 223 1174 738 773 1146 444 96 1324 2898 380 522 8533 internal_value=1.88244e-05 -0.000626926 -0.000558551 -0.00132192 -0.00157883 -0.00528833 -0.00819774 -0.00517833 0.00629169 -0.00052554 0.00100149 -0.00215197 -0.0152353 -0.00930146 -0.00314358 -0.000565674 -0.00635423 -0.013119 -0.00683728 -0.00109712 9.73265e-05 -0.00822564 0.00367457 -0.0149748 -0.0209438 0.000888123 -0.00230511 -0.00822178 0.00173639 0.00210818 internal_weight=326736 15019.2 14950.9 9786.72 9467.25 2093.68 1415.57 990.573 319.465 7373.57 3802.99 3570.58 424.998 231.818 1784.39 1050.93 533.648 260.5 733.464 343.12 273.148 800.728 506.61 252.589 55.2551 5164.15 1083.9 418.531 4080.25 3970.74 internal_count=1410882 69299 69015 46582 45252 9405 6618 4427 1330 35847 16840 19007 2191 1284 8169 4334 2214 1084 3835 1493 1130 3650 2727 1217 319 22433 4602 1704 17831 17309 is_linear=0 shrinkage=0.03 Tree=255 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 0 2 2 0 2 2 2 3 2 2 2 0 2 2 0 0 2 2 2 0 2 2 1 0 split_gain=8.24718 55.7276 47.2828 102.106 79.203 40.0922 50.6073 104.103 46.4596 39.3984 65.0592 47.0468 49.2265 37.3441 37.4691 37.0064 36.5861 43.6344 39.3424 31.5168 29.2883 27.7682 36.831 28.2407 25.0548 23.9688 22.2021 21.312 22.233 24.3818 threshold=69.500000000000014 83842.167968750015 12925.947753906252 4911.6706542968759 75.500000000000014 90.500000000000014 76.500000000000014 17336.302734375004 25796.883789062504 73.500000000000014 20654.361328125004 19411.564453125004 26691.365234375004 2.9229999780654912 3673.2597656250005 21324.808593750004 7128.9062500000009 78.500000000000014 8714.5634765625018 9139.0400390625018 88.500000000000014 79.500000000000014 1957.453552246094 3008.5642089843755 1193.5148925781252 75.500000000000014 20021.907226562504 1045.9146118164065 1.0000000180025095e-35 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 13 -5 6 7 25 26 10 -9 -11 15 -2 20 -13 -6 19 -19 -18 21 -15 27 -24 -22 -4 -8 -23 29 -29 right_child=1 -3 5 4 16 -7 8 9 -10 11 -12 12 -14 14 -16 -17 17 18 -20 -21 24 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=7.9529888303277144e-05 -0.0040408384425832267 0.0036374695405838459 -0.026263982066864238 0.0080471125968799313 -0.0040868283000294403 -0.0090425812117347487 -0.0021373640256438804 0.022839012022159291 0.003033320620639917 -0.036623663423837584 -0.0020064223764615823 -0.010829876985213186 -0.010319758321535788 0.0013981284347106275 -0.0089847143043258124 0.022582411298244828 0.012095392812630312 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991 9900 1314 2080 2999 112 1188 277 1275 422 internal_value=3.45335e-05 -0.000470323 -0.000926959 -0.000142694 0.00312262 -0.00318186 -0.00219037 -0.00575379 0.000216226 -0.00324961 0.000310549 -0.0085682 -0.00655826 -0.00171899 -0.000516819 0.0102514 0.000632359 0.00243974 0.00060568 0.0101104 -1.48472e-05 -0.000707223 -0.00250806 0.00319827 0.00506845 -0.0232292 -0.00446587 -0.00414312 -0.0100609 -0.00140251 internal_weight=326741 26738.3 24063.4 17853.8 5812.69 6209.62 5311.11 2140.98 3170.13 1872.64 1121.76 750.882 700.684 12041.1 7933.42 128.122 3860.48 2791.41 2252.77 538.639 7489.45 6591.63 3552.75 791.263 897.82 268.344 1190.87 2761.48 457.058 168.507 internal_count=1410916 112519 100694 74935 23671 25759 21919 8796 13123 7707 4625 3082 2877 51264 33964 522 15752 11382 9200 2182 32116 28126 15268 3394 3990 1089 4857 11874 1974 699 is_linear=0 shrinkage=0.03 Tree=256 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 0 2 2 0 2 2 2 3 2 2 2 0 2 2 0 0 2 2 2 0 2 0 2 1 split_gain=7.76081 52.4661 44.4798 96.0978 74.5809 37.7598 47.5705 97.721 43.7179 37.0147 61.3461 44.0529 46.2766 35.1526 35.2708 34.8976 34.4251 41.0921 37.0163 29.6674 27.5543 26.1405 34.68 26.8017 23.5695 22.473 20.8643 20.7466 20.1739 21.0896 threshold=69.500000000000014 83842.167968750015 12925.947753906252 4911.6706542968759 75.500000000000014 90.500000000000014 76.500000000000014 17336.302734375004 25796.883789062504 73.500000000000014 20654.361328125004 19411.564453125004 26691.365234375004 2.9229999780654912 3673.2597656250005 21324.808593750004 7128.9062500000009 78.500000000000014 8714.5634765625018 9139.0400390625018 88.500000000000014 79.500000000000014 1957.453552246094 3232.175903320313 1193.5148925781252 75.500000000000014 20021.907226562504 75.500000000000014 1045.9146118164065 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 13 -5 6 7 25 26 10 -9 -11 15 -2 20 27 -6 19 -19 -18 21 -15 28 -24 -22 -4 -8 -13 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1978.2563150078058 50.371120423078537 1017.4125814884901 30.589282974600792 573.33673457801342 3039.2933428734541 443.77362580597401 80.655188322067261 500.77199672162533 629.00021104514599 1623.7934388443828 37.517655223608017 225.17066377401352 2303.570713698864 403.18778531253338 388.2587396800518 672.80941826850176 27.574735209345818 291.04425129294395 16.735673844814301 168.40544576942921 287.22715023159981 leaf_count=1298397 17300 11825 977 7919 4370 3840 3669 426 8266 205 4199 124 2355 12858 1848 330 2031 2564 6636 151 991 9900 1692 1702 2999 112 1188 68 699 1275 internal_value=3.34995e-05 -0.000456308 -0.000899302 -0.000138464 0.00302967 -0.00308624 -0.00212432 -0.00557754 0.000209816 -0.00315052 0.000301303 -0.00830187 -0.00635551 -0.00166791 -0.000501472 0.00995541 0.000613452 0.00236686 0.000587506 0.0098136 -1.44532e-05 -0.000686234 -0.00243435 0.00310155 0.0049155 -0.0224929 -0.00433091 -0.0104958 -0.00402226 -0.00979016 internal_weight=326734 26731.8 24059 17849.2 5811.37 6209.75 5311.67 2142.28 3169.39 1873.47 1121.79 751.688 701.317 12037.9 7931.7 127.98 3860.21 2791.08 2252.79 538.29 7487.92 6589.94 3550.65 791.447 897.98 268.806 1191.13 47.325 2759.2 455.633 internal_count=1410916 112519 100694 74935 23671 25759 21919 8796 13123 7707 4625 3082 2877 51264 33964 522 15752 11382 9200 2182 32116 28126 15268 3394 3990 1089 4857 192 11874 1974 is_linear=0 shrinkage=0.03 Tree=257 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 0 2 2 0 2 2 2 2 0 2 0 3 2 2 0 2 0 2 0 0 1 2 1 0 split_gain=7.30322 49.3951 41.8454 90.8777 83.5232 35.5629 44.7224 91.7738 41.1384 34.7816 57.8549 41.2938 43.5089 33.9792 38.9687 38.2517 40.1342 33.7683 32.9139 27.3811 21.4826 21.1863 21.0843 19.6098 19.4573 19.2034 19.0688 18.818 19.5889 18.7799 threshold=69.500000000000014 83842.167968750015 12925.947753906252 5224.6887207031259 75.500000000000014 90.500000000000014 76.500000000000014 17336.302734375004 25796.883789062504 73.500000000000014 20654.361328125004 19411.564453125004 26691.365234375004 7128.9062500000009 81.500000000000014 10057.160644531252 86.500000000000014 7.7119998931884775 21324.808593750004 1193.5148925781252 89.500000000000014 8931.5649414062518 75.500000000000014 20021.907226562504 75.500000000000014 85.500000000000014 1.5000000000000002 8007.5161132812509 -13.499999999999998 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=29 2 3 17 27 6 7 22 23 10 -9 -11 18 -6 -15 16 21 26 24 -19 -18 -16 -4 -8 -13 -23 -2 28 -5 -1 right_child=1 -3 5 4 13 -7 8 9 -10 11 -12 12 -14 14 15 -17 20 19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-4.0456090706040932e-05 -0.0014333114270345519 0.0034278518031738777 -0.024623559159336918 -0.028710091022533225 -0.0042302011619891949 -0.008516489498463984 -0.0020108432474760887 0.021592039569545574 0.0028569589684441753 -0.034244575179565355 -0.0018868653352973055 0.0040718132227416121 -0.0096841193918045174 0.006076859923152416 -0.018540100027052434 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4199 124 2355 5290 813 3608 201 991 330 3529 422 951 112 1188 68 97 9609 798 5952 243043 internal_value=3.24963e-05 -0.000442716 -0.000872481 -0.000134361 0.00310132 -0.00299363 -0.00206035 -0.00540727 0.000203594 -0.00305467 0.000292345 -0.00804495 -0.00615961 0.000617114 0.00229618 -0.00102792 -0.00684458 -0.00155089 0.00966957 0.00368463 0.00683221 -0.0112185 -0.0217875 -0.00420014 -0.0101727 -0.00552597 -0.0020186 0.00867044 0.00983229 7.48299e-05 internal_weight=326726 26725.2 24054.3 17844.7 5433.44 6209.63 5311.99 2143.35 3168.64 1874.17 1121.79 752.388 701.88 3757.39 2790.71 1485.02 603.806 12411.3 127.82 1017.82 146.311 457.494 269.177 1191.36 47.3606 257.379 11393.4 1676.05 1478.53 300001 internal_count=1410916 112519 100694 74935 22138 25759 21919 8796 13123 7707 4625 3082 2877 15331 11382 6092 2484 52797 522 4520 623 1861 1089 4857 192 1048 48277 6807 6009 1298397 is_linear=0 shrinkage=0.03 Tree=258 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 0 2 2 2 0 2 3 2 2 2 2 1 2 2 1 0 0 2 0 3 0 1 2 0 split_gain=6.87255 46.8881 52.1488 85.5333 78.6517 32.6924 44.1764 81.5544 36.5298 31.9731 37.5147 34.2627 31.7782 31.5694 29.0337 27.9389 25.7623 23.3949 23.2985 20.6636 18.7487 18.6042 18.551 18.4809 54.7719 52.767 51.5665 51.3881 45.973 90.0491 threshold=69.500000000000014 65050.789062500007 12925.947753906252 5224.6887207031259 75.500000000000014 89.500000000000014 76.500000000000014 17336.302734375004 26691.365234375004 7128.9062500000009 78.500000000000014 8714.5634765625018 7.7119998931884775 25796.883789062504 18300.850585937504 9139.0400390625018 1193.5148925781252 -11.499999999999998 13515.104003906252 13515.104003906252 -1.4999999999999998 97.500000000000014 81.500000000000014 79002.019531250015 1.5000000000000002 40.666500091552741 60.500000000000007 1.0000000180025095e-35 36319.728515625007 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=23 2 3 12 -5 6 7 19 -9 -6 15 -12 -2 14 18 -11 -14 -10 -8 -4 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480.500916659832 12.949880108237265 500.1613152474165 628.84055469930172 404.78595623373985 225.20538301765919 183.8834934681654 331.08064974844456 37.528243854641914 792.70437957346439 1167.3105582147837 581.28093206882477 238.37739212810993 1291.0966619849205 98.411182295531034 1218.8059723675251 338.4093598164618 19139.056133631617 767.85043287463486 186.40478110313416 1159.0088961347938 4985.3456464447081 11591.778004549444 leaf_count=1116084 48277 14537 125 6807 3949 4188 488 1961 78 2031 2564 1640 991 846 1350 151 3529 4770 2368 964 5284 625 4996 12191 82652 7072 803 6738 25717 47140 internal_value=3.15237e-05 -0.000429534 -0.000913663 -0.000130368 0.00300916 -0.00348911 -0.00239043 -0.00580202 -0.0033181 0.000598683 0.00222776 0.000528148 -0.00150482 0.000235615 -0.00378726 0.00934761 0.00357378 -0.006157 -0.00033166 -0.0211109 0.0030521 0.00283292 0.00283085 7.25847e-05 -0.000816468 0.000134946 -0.00102599 -0.00481248 0.000169186 0.00170129 internal_weight=326720 26717.7 23265.3 17839.6 5431.92 5425.71 4437.86 1930.23 1660.76 3756.85 2790.12 2252.43 12407.7 2507.64 1032.66 537.69 1017.91 1180.26 701.577 269.464 1474.98 3452.43 1623.59 300002 19663.9 280338 19325.5 1926.86 278412 16577.1 internal_count=1410916 112519 97357 74935 22138 22422 18234 7898 6809 15331 11382 9200 52797 10336 4206 2182 4520 4848 2856 1089 6130 15162 6636 1298397 95646 1202751 83455 13810 1188941 72857 is_linear=0 shrinkage=0.03 Tree=259 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 3 2 0 2 0 2 0 2 2 2 0 0 2 2 1 0 2 0 2 2 2 2 0 2 0 split_gain=6.46717 44.1907 37.2498 80.6633 62.69 32.2117 33.199 32.1434 39.6509 36.1222 28.5954 35.3333 32.2389 26.3928 26.3028 22.6308 24.628 32.6602 25.287 20.6595 21.6675 71.8512 46.1987 40.5295 37.0113 25.5152 26.4281 19.9562 19.6331 31.4622 threshold=69.500000000000014 83842.167968750015 12925.947753906252 4911.6706542968759 75.500000000000014 2.9229999780654912 3673.2597656250005 91.500000000000014 50102.638671875007 87.500000000000014 7128.9062500000009 78.500000000000014 8714.5634765625018 61458.453125000007 9139.0400390625018 88.500000000000014 79.500000000000014 1957.453552246094 3008.5642089843755 -11.499999999999998 76.500000000000014 17336.302734375004 86.500000000000014 26691.365234375004 30543.693359375004 25796.883789062504 17792.297851562504 75.500000000000014 45446.361328125007 88.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 -5 -2 15 8 19 -10 -6 14 -13 -9 -12 16 -7 -18 -19 -4 21 27 25 -23 -24 26 -22 -21 -26 -30 right_child=1 -3 7 4 10 6 -8 13 9 -11 11 12 -14 -15 -16 -17 17 18 -20 20 22 23 24 -25 28 -27 -28 -29 29 -31 leaf_value=7.0413139475091624e-05 -0.0036860786887680801 0.0032472368832206053 0.030390992371199632 0.0071643506165314707 -0.0036087492608205866 0.0014342919290506466 -0.0083859419681006908 -0.0066947538519613672 -3.9140912517090436e-05 0.012245857350245292 0.010893556146040923 -0.0052545789455415177 0.0027462104150637648 -0.02424622056609646 -0.015143743642861137 0.0045282580315837368 -0.0037888343593016874 0.0097444466323097813 -0.0012201460391482078 -0.023334674529867549 0.0026185550252165366 0.0034379995315073383 -0.0049848003843184652 -0.0073488990352906895 -0.032723297529969268 0.0043664838613539023 -0.010050016843658544 0.003589581815162687 0.014687618814537189 -0.036405986016820387 leaf_weight=299986.30525810272 4102.5829073786736 2666.7960396949202 16.026627033948898 1948.0439309924841 1069.2609419375658 3038.1184416264296 443.5482792109251 587.72574676573277 1215.3777883350849 261.81360292434692 499.73770867288113 628.8481193035841 1623.4309308379889 88.752420451492071 37.541383340954781 898.23904763907194 2755.3117658793926 313.63320326805115 477.52347040176392 241.20889265835285 301.57797153294086 478.96415592730045 749.2302118241787 907.37339246273041 72.684798374772072 924.03731563687325 291.40406812727451 27.612409934401512 25.124526053667068 19.086873114109039 leaf_count=1298397 17300 11825 92 7919 4370 12858 1848 2543 5106 1116 2031 2564 6636 389 151 3990 11874 1314 2080 973 1225 1954 3062 3698 301 3819 1185 112 106 78 internal_value=3.05843e-05 -0.000416732 -0.000823117 -0.000126474 0.00277725 -0.00152822 -0.000411342 -0.0028246 -0.00206969 0.00213822 0.000562519 0.0021614 0.000512348 -0.00899747 0.00907425 6.13566e-05 -0.000547998 -0.00224615 0.00312648 -0.00360284 -0.00373775 -0.00637457 -0.0019064 -0.00362215 -0.00743437 0.00124974 -0.00360705 -0.0205691 -0.0231346 -0.00737043 internal_weight=326697 26710.6 24043.8 17835.8 5806.86 12029 7926.37 6208 5531.52 1477.19 3858.82 2789.56 2252.28 676.478 537.279 7482.83 6584.59 3546.47 791.157 4054.33 4038.3 1655.16 2383.15 1386.34 866.126 1517.02 592.982 268.821 116.896 44.2114 internal_count=1410916 112519 100694 74935 23671 51264 33964 25759 22827 6222 15752 11382 9200 2932 2182 32116 28126 15268 3394 16605 16513 6737 9776 5652 3547 6229 2410 1085 485 184 is_linear=0 shrinkage=0.03 Tree=260 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 2 2 2 2 0 2 0 1 2 2 0 0 2 2 2 2 1 1 0 0 1 0 2 0 0 split_gain=7.54363 25.7743 24.9318 15.4001 13.4341 13.0929 18.149 12.2641 12.0155 14.6674 23.7943 13.0895 14.8263 10.3625 12.3113 12.7329 14.4505 31.826 18.4373 17.9709 14.9353 10.1853 17.3103 9.49122 8.62472 15.0046 8.33683 27.6575 34.6883 26.6691 threshold=11.500000000000002 22.500000000000004 4611.3833007812509 18.500000000000004 40.500000000000007 246.96897125244143 2533.3342285156255 482.89285278320318 5947.2192382812509 26.500000000000004 4814.8464355468759 32.500000000000007 31.500000000000004 3673.077514648438 211.06961059570315 74.500000000000014 56.500000000000007 594.21514892578136 2362.8337402343755 3346.970825195313 374.68469238281256 23.500000000000004 21.500000000000004 37.500000000000007 20.500000000000004 12.500000000000002 43.500000000000007 6233.4113769531259 26.500000000000004 39.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 7 13 5 -5 -7 -2 9 10 21 -10 23 14 -3 16 18 20 -16 -19 -18 22 -8 -13 25 -9 27 28 -15 -30 right_child=1 3 -4 4 -6 6 8 24 11 -11 -12 12 -14 26 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.4606898601713861e-05 0.02453604860058468 -0.0083700646912598306 0.0081277452986804038 0.025628345734834846 -0.0016999650857847579 -0.0078725357660221797 -0.029058499957285634 0.0019102602153250735 0.0048193089725895978 0.010187706262906901 0.032430784562722366 -0.017871903577242131 0.0054187472799643007 -0.018386952765466754 -0.0015677181259152761 0.019086902631754752 0.0036445638869907451 -0.01916693965948579 0.0096827626046786745 0.0086213004502543652 0.041768184223064983 -0.03203833095012535 0.022360818141078997 0.0023618137990645792 0.0063199200590584358 -0.02408046992142733 -0.0027258279202455166 -0.012445157573321163 0.011085022683624853 -0.018159160072976341 leaf_weight=320934.40801508143 9.9676874727010709 187.19896402209997 457.57146123051643 21.776545777916908 1965.7064058482647 139.79371801018715 11.662780329585077 31.557919949293137 245.57413980364799 321.62593932449818 11.224485218524931 81.249837622046471 64.976461812853813 69.639180526137352 443.40436068922281 30.675576090812683 61.374214664101601 130.50194382667542 186.12975978851318 24.949845373630524 10.889303997159002 20.383432641625404 11.909496322274206 28.074101209640503 22.462604016065598 54.540090918540955 578.0609955266118 418.44915217161179 167.3512260466814 33.720473825931549 leaf_count=1383998 46 1364 1856 125 9073 728 55 155 1000 1314 45 374 267 333 2391 154 362 577 777 107 56 99 55 130 113 288 2758 1919 686 164 internal_value=-4.84103e-06 -0.00107315 0.00495138 -0.0017322 -0.000280189 0.00263227 0.00209752 -0.00731081 0.00384697 0.00773608 -0.0065536 0.000356786 -0.00593052 -0.00354475 -0.00137841 9.56217e-05 -0.000583957 -0.00706019 0.00175863 -0.014707 0.00938937 -0.0165086 -0.00307975 -0.0126759 -0.0102349 -0.014554 -0.00538269 -0.00761124 -0.000139247 0.00618066 internal_weight=326777 5842.4 576.1 5266.3 2923.96 958.251 936.474 118.528 796.681 376.806 55.1802 419.875 174.3 2342.34 1075.12 887.925 857.249 227.715 629.534 155.452 72.2635 43.9557 23.5723 109.324 108.561 86.098 1267.22 689.16 270.711 201.072 internal_count=1411369 27371 2458 24913 13265 4192 4067 602 3339 1568 254 1771 771 11648 5788 4424 4270 1102 3168 684 418 209 110 504 556 443 5860 3102 1183 850 is_linear=0 shrinkage=0.03 Tree=261 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 0 2 2 2 0 2 1 1 2 0 2 0 0 2 2 0 0 2 2 2 2 0 2 0 0 split_gain=7.10922 24.4539 26.3053 16.1988 14.4497 12.122 12.1641 14.6103 13.7437 12.3794 19.9245 15.1856 10.7197 30.3366 23.1141 11.2934 11.3348 9.97097 9.87213 11.6616 11.9283 13.4918 30.0624 18.2241 16.9317 15.2784 8.6751 28.4953 30.8727 28.335 threshold=11.500000000000002 23.500000000000004 5681.6511230468759 482.89285278320318 18.500000000000004 40.500000000000007 246.96897125244143 2533.3342285156255 5947.2192382812509 26.500000000000004 4432.1855468750009 23.500000000000004 23.500000000000004 13515.104003906252 29.500000000000004 30543.693359375004 32.500000000000007 37.500000000000007 3673.077514648438 211.06961059570315 74.500000000000014 56.500000000000007 503.44865417480474 2362.8337402343755 3346.970825195313 374.68469238281256 43.500000000000007 6665.8681640625009 25.500000000000004 39.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 18 6 -6 -8 9 10 11 -9 14 -14 -10 16 -15 -16 19 -3 21 23 25 -21 -24 -23 27 28 -20 -30 right_child=1 4 -4 -5 5 -7 7 8 12 -11 -12 -13 13 15 17 -17 -18 -19 26 20 -22 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.416869434841492e-05 0.023955777401553212 -0.0082184617082594388 0.0077712566856816363 -0.0097750099628171484 0.024516886590515909 -0.0016493107457896813 -0.0071521254096934186 0.0018097683050517666 0.0044522860216217224 0.0098897216669039147 0.026527653392266825 -0.035981411953610903 -0.02033041415332975 0.024971696973180552 -0.021643494895238542 -0.0019706396972654031 0.0065738759045956057 0.0056893911119535647 -0.021798822727706023 -0.0016573438122033622 0.018356376327955243 0.0035278665203299533 -0.018603141555331305 0.0096028427630818671 0.0083442118702085327 0.042983153749684234 -0.0026458530526601719 -0.013250638944418172 0.0083079886201012504 -0.020014136648509297 leaf_weight=320934.2964715485 14.154078513383864 185.55759689211845 497.67103698849678 135.30350877344608 22.076159566640854 1965.3018960198388 134.30253672599792 19.407073572278023 95.42341685295105 321.3810076713562 12.708093971014021 18.878521636128426 37.467631816864014 52.470846429467201 71.072836086153984 54.736445546150208 70.812172040343285 14.454786509275435 51.287490203976631 436.03449855744839 30.935418397188187 61.500308454036713 130.55807846784592 183.92489884793758 25.004166916012764 10.314435645937918 577.67371917515993 366.40540358424187 201.857780829072 37.734816566109657 leaf_count=1383998 67 1361 2019 682 125 9073 700 93 384 1314 51 94 155 215 338 222 292 72 250 2353 154 362 581 765 107 52 2758 1704 838 190 internal_value=-4.70146e-06 -0.00104234 0.00445662 -0.0065806 -0.00172809 -0.000316329 0.0025152 0.00197739 0.0035722 0.00771087 -0.00602109 -0.016825 -0.000315245 0.00420535 -0.00569863 0.00936937 0.0144042 -0.017024 -0.00350323 -0.00138503 5.87136e-05 -0.000609316 -0.00686014 0.00168324 -0.0142718 0.00919466 -0.00532791 -0.00768511 -0.00067452 0.00384737 internal_weight=326771 5836.41 647.129 149.458 5189.28 2890.49 925.192 903.115 768.813 372.375 50.9937 38.2856 396.438 215.487 180.951 178.019 123.283 85.5276 2298.79 1063.83 878.272 847.336 227.377 619.959 155.562 71.8147 1234.96 657.285 290.88 239.593 internal_count=1411369 27371 2768 749 24603 13128 4055 3930 3230 1552 238 187 1678 884 794 729 507 410 11475 5735 4374 4220 1102 3118 688 414 5740 2982 1278 1028 is_linear=0 shrinkage=0.03 Tree=262 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 0 2 1 2 1 3 1 2 2 2 0 0 2 2 2 2 0 2 2 1 0 2 2 2 2 split_gain=6.70007 23.0359 24.7784 15.1993 13.6301 11.4706 19.5704 12.1935 9.62991 22.8415 15.6085 13.501 12.9183 9.31961 11.0426 11.1348 12.7166 28.3906 17.1188 16.1507 12.6426 12.4179 12.6683 9.08046 8.72222 21.9464 8.45085 19.6165 22.9829 11.2209 threshold=11.500000000000002 23.500000000000004 5681.6511230468759 482.89285278320318 18.500000000000004 89.500000000000014 99992.636718750015 71.500000000000014 2321.0456542968755 43.500000000000007 1.247500002384186 20.500000000000004 518.40026855468761 3673.077514648438 211.06961059570315 74.500000000000014 56.500000000000007 594.21514892578136 2362.8337402343755 3346.970825195313 346.46589660644537 65.500000000000014 265.23049926757818 460.37582397460943 92.000000000000014 95.500000000000014 75237.886718750015 28435.229492187504 14993.919433593752 40737.804687500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 7 -7 9 10 11 -6 23 14 -3 16 18 20 -16 -19 21 22 -18 -12 25 -8 27 28 -4 -29 right_child=1 4 26 -5 5 6 24 -9 -10 -11 12 -13 -14 -15 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=1.3743619851222166e-05 0.023029037124821152 -0.0080164968374203723 0.0075225818860154602 -0.0095200759587840394 0.0066106112649691497 -0.027396819501462027 -0.0045862068886384742 0.0034597113764820841 0.0010350514635865411 0.012702132094818059 0.0021616361439173166 -0.01663765104875323 -0.0078841696212471907 -0.0051794573178651692 -0.0016088705170489187 0.017662067586570993 -0.00041541104660943335 -0.018243513832657536 0.0092995715607332111 0.0080768729089419899 0.031367618475262295 -0.017872443769561389 0.036893040620667783 0.029366256669914929 -0.023062023949689869 0.033671887539481846 -0.0025126192340220732 0.02684653567419891 -0.018023700927742109 0.010940040391249772 leaf_weight=320934.18888357282 14.279990240931509 184.54113555699587 226.42804355919361 134.76719200611115 26.657749310135841 51.686231300234795 51.946612298488617 14.833869919180868 2178.9059145674109 69.706540673971176 152.00715243816376 143.51009569317102 157.96807236969471 1232.3609808161855 435.70169765502214 31.183099776506424 24.62146332859993 129.04689851403236 184.22064365446568 25.056028768420219 17.051417917013168 18.966795608401299 12.27481499314308 11.907447487115858 11.286517400294541 18.23047361522913 65.332731261849403 64.807361945509911 36.853821903467178 103.90864335000515 leaf_count=1383998 67 1361 918 682 173 255 216 87 9333 297 907 773 741 5740 2353 154 148 577 765 107 89 111 70 62 198 86 263 264 148 426 internal_value=-4.56568e-06 -0.00101246 0.00432781 -0.00640159 -0.00167837 -0.000307176 -0.00844276 -0.0205159 0.00013211 -0.00337016 -0.00564705 -0.0129957 -0.00176209 -0.00340422 -0.0013455 5.64335e-05 -0.000591781 -0.0066664 0.00163276 -0.013964 0.00875692 0.00185533 0.0119965 0.00413789 0.00141568 0.00535241 0.00754336 0.00906416 0.00394665 0.0170501 internal_weight=326764 5830.05 646.378 149.047 5183.67 2888.65 147.984 66.5201 2740.66 561.757 492.051 170.168 321.883 2295.02 1062.66 878.123 846.94 227.017 619.922 154.103 72.9145 55.8631 36.8963 163.915 81.4636 70.1771 497.331 431.998 263.282 168.716 internal_count=1411369 27371 2768 749 24603 13128 842 342 12286 2953 2656 946 1710 11475 5735 4374 4220 1102 3118 684 418 329 218 969 500 302 2019 1756 1066 690 is_linear=0 shrinkage=0.03 Tree=263 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 1 2 0 0 0 0 0 1 2 1 0 0 0 0 0 1 2 1 1 1 2 1 2 3 0 split_gain=6.35467 11.8713 11.7909 13.3312 10.6082 21.6721 10.0063 15.4188 13.3409 19.3435 12.1315 19.8825 14.4441 8.93365 18.2137 8.44818 11.1409 7.87083 43.9793 15.022 23.2258 10.7084 10.98 9.50169 7.94142 7.84663 7.43011 11.6284 7.40876 7.27813 threshold=142.59513854980472 170.13991546630862 46.500000000000007 35.500000000000007 113.878231048584 1.0000000180025095e-35 65.776599884033217 13.500000000000002 15.500000000000002 20.500000000000004 23.500000000000004 10.500000000000002 1.0000000180025095e-35 87.386707305908217 -1.4999999999999998 24.500000000000004 27.500000000000004 29.500000000000004 41.500000000000007 24.500000000000004 1.0000000180025095e-35 157.04295349121097 -2.4999999999999996 1.5000000000000002 -1.4999999999999998 113.878231048584 1.0000000180025095e-35 161.84931945800784 1.0205000042915346 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 17 3 6 13 -6 10 -8 -9 -10 11 12 -1 -5 -15 25 -17 19 26 20 -2 24 -23 28 -21 -11 27 -19 -20 -28 right_child=1 -3 -4 4 5 -7 7 8 9 15 -12 -13 -14 14 -16 16 -18 18 23 21 -22 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.027142969280441902 0.03250077198789144 6.8095815650568189e-06 -0.00013958260415563217 0.0056531064806583358 0.00072896369122668007 0.022633238464409323 0.025027119453158088 -0.025620870705772642 0.022348875042674052 -0.00019088667097032691 -0.00056243574465185831 -0.043319406667839511 -0.022320003940343041 0.013620849048583256 -0.0027573713369010021 0.014100094959606246 -0.0001569133478721833 0.017557546042116887 -0.023172887786699337 -0.00076667703863305791 -0.0061511173587177267 0.020623482842953709 -0.004044242065568979 -0.0035381942888022908 -0.014594695556727372 -0.025319283956519077 0.010245749294537395 -0.0091166633179929919 -0.00068675240653917266 0.027614313713368002 leaf_weight=9.1256344020366669 23.677245244383812 313074.90774909104 3430.0356170684099 719.02668441832066 80.326067194342613 82.307657837867737 23.606922216713428 17.302925407886505 36.553700536489487 22.600516721606255 65.427625462412834 19.522195532917976 12.719189405441284 74.261420264840126 345.04006113111973 52.728815481066704 765.12450295686722 37.307936772704124 13.216994717717169 48.288423836231232 34.204187408089638 17.479072242975235 229.09634028375149 1336.9271488711238 165.43943639099598 22.140093609690666 36.553894549608231 24.282345116138458 5886.1900773197412 53.484742254018784 leaf_count=61 109 1352406 14786 3072 336 342 134 94 166 101 279 96 73 350 1467 225 3256 156 54 202 150 78 971 6754 711 98 155 101 24358 228 internal_value=-4.43317e-06 -2.21831e-05 0.000981644 0.0026197 0.00464754 0.0118145 9.96173e-05 0.0010882 0.000471554 0.000973668 -0.00860234 -0.0213186 -0.00165694 0.00362359 0.000143334 6.78623e-05 0.000762268 -0.00117026 -0.000919578 -0.00474438 0.00966 -0.00655568 -0.00229561 -0.00125463 -0.0114705 -0.0126258 0.0150705 0.00704108 -0.00073713 0.020563 internal_weight=326759 320981 5777.85 2347.81 1300.96 162.634 1046.85 940.057 916.451 899.148 106.795 41.367 21.8448 1138.33 419.301 862.594 817.853 7906.15 7387.96 518.185 57.8814 460.303 246.575 7236.33 213.728 44.7406 151.629 61.5903 5899.41 90.0386 internal_count=1411369 1386433 24936 10150 5567 678 4583 4074 3940 3846 509 230 134 4889 1817 3680 3481 34027 31806 2221 259 1962 1049 31166 913 199 640 257 24412 383 is_linear=0 shrinkage=0.03 Tree=264 num_leaves=31 num_cat=0 split_feature=1 0 2 1 0 2 2 2 0 2 0 1 2 1 1 2 2 0 0 2 2 2 2 0 0 1 0 2 1 1 split_gain=6.31016 21.7348 21.0536 12.9152 11.6141 11.1285 15.9332 10.7135 13.0008 21.5213 11.6023 13.4887 10.0363 9.33167 16.2594 8.77299 10.407 10.3519 12.1157 26.8322 15.271 15.2191 13.1951 8.68375 8.2616 14.5125 8.20947 14.642 13.012 15.0626 threshold=11.500000000000002 22.500000000000004 4611.3833007812509 18.500000000000004 40.500000000000007 246.96897125244143 2533.3342285156255 5947.2192382812509 26.500000000000004 4814.8464355468759 32.500000000000007 31.500000000000004 482.89285278320318 23.500000000000004 21.500000000000004 3673.077514648438 211.06961059570315 74.500000000000014 56.500000000000007 503.44865417480474 2362.8337402343755 3346.970825195313 374.68469238281256 37.500000000000007 20.500000000000004 12.500000000000002 49.500000000000007 2321.0456542968755 42.500000000000007 21.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 15 5 -5 -7 8 9 13 -9 23 -2 14 -8 16 -3 18 20 22 -18 -21 -20 -12 25 -14 27 28 29 -6 right_child=1 3 -4 4 26 6 7 10 -10 -11 11 -13 24 -15 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.3459603218823803e-05 0.021633019471034947 -0.0077497980943419444 0.0074747944934054527 0.023353218088482591 0.0012666451503264393 -0.0074232111382082737 -0.028486289359735208 0.0044897041970711872 0.0095702592081294766 0.030798116700110525 -0.017141915397000253 0.005172375509599628 0.0024472822303932247 -0.030991126853797849 0.021374751485915999 -0.0049498669941462781 -0.0014282898931027824 0.017001190697472798 0.0032648561415801252 -0.017709166733725773 0.0087972208406041068 0.0078186542206417301 0.039415027575107668 0.0022283145978486602 0.0067439446883947266 -0.02326964982526053 -0.00025353882760705172 -0.0013344877259417593 0.010277333016049805 -0.019205316003060288 leaf_weight=320929.8496914166 10.218379288911818 184.05028208345175 456.41217017173767 22.393030375242233 43.212661065161228 138.86245207488537 11.545323967933657 245.22717912495136 321.10082067549229 11.206936672329901 80.363888546824455 64.861470744013786 31.331644415855408 19.843596249818802 12.007983848452566 1260.4064193218946 442.42676883935928 31.419340893626213 61.771196573972702 129.11196805536747 187.00095547735691 25.105595931410789 10.654729068279265 28.117315724492073 22.3426553606987 53.422232210636139 1338.6081302464008 430.68929170072079 22.347485601902008 128.63312693685293 leaf_count=1383998 46 1364 1856 125 287 728 55 1000 1314 45 374 267 155 99 55 5860 2391 154 362 581 777 107 52 130 113 288 5985 1988 99 714 internal_value=-4.30118e-06 -0.000982887 0.00456119 -0.00158864 -0.000258819 0.00245379 0.00195226 0.00359136 0.00726895 -0.006264 0.00029039 -0.00565036 -0.00677414 -0.015835 -0.00306606 -0.00325325 -0.00125759 8.87878e-05 -0.000531928 -0.00647953 0.00160968 -0.0135534 0.00858298 -0.0121213 -0.00948454 -0.0137627 -0.00157891 -0.00441808 -0.011257 -0.0140574 internal_weight=326755 5824.7 573.727 5250.97 2919.02 955.53 933.137 794.275 375.705 54.6038 418.57 173.343 117.315 43.3969 23.5533 2331.95 1071.54 887.491 856.071 226.643 629.428 154.218 72.4259 108.481 107.097 84.7539 1963.49 624.883 194.193 171.846 internal_count=1411369 27371 2458 24913 13265 4192 4067 3339 1568 254 1771 771 602 209 110 11648 5788 4424 4270 1102 3168 688 414 504 556 443 9073 3088 1100 1001 is_linear=0 shrinkage=0.03 Tree=265 num_leaves=31 num_cat=0 split_feature=2 2 3 0 2 0 3 2 0 2 3 1 3 0 3 0 2 1 2 2 2 3 2 2 2 2 0 0 2 1 split_gain=8.96213 19.02 42.7421 109.5 58.3574 67.682 57.9678 51.2986 36.5255 43.1952 33.1248 32.2157 36.1643 35.0992 31.9512 45.7418 42.9094 39.9882 36.0554 120.171 41.7769 39.179 30.701 47.7881 31.8186 49.9449 29.7822 31.2938 32.3495 29.5655 threshold=555.07958984375011 3673.077514648438 1.9854999780654909 45.500000000000007 1682.390319824219 49.500000000000007 2.6375000476837163 2362.8337402343755 39.500000000000007 684.96466064453136 12.393000125885012 2.5000000000000004 4.4095001220703134 14.500000000000002 5.9049999713897714 80.500000000000014 2078.127319335938 1.0000000180025095e-35 911.27563476562511 1320.400329589844 930.90408325195324 2.7749999761581425 997.99557495117199 855.65197753906261 1494.5967407226565 1193.5148925781252 10.500000000000002 7.5000000000000009 3618.2971191406255 -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 8 5 22 -4 10 9 -2 14 12 -9 -13 15 18 -17 -16 -8 20 -20 -21 23 -5 25 -24 27 28 -14 -10 right_child=1 -3 6 4 -6 -7 7 11 29 -11 -12 13 26 -15 17 16 -18 -19 19 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00030585902266571676 -0.0114184845459101 -0.00010797998543961996 -0.0030840726984469281 -0.002855125288874453 0.00064104742825101305 -0.00034441958865129909 0.0007239933321281256 -0.0053908936381481505 0.011557405929797883 0.0016168473738745793 0.0045942445326277439 -0.021353334257129847 -0.00078777832794798901 -0.003240950255189673 0.0009237194987290724 -0.0048767223002500418 0.017996094323035821 -0.0028992159176991252 0.023566192712119537 -0.011481465738599475 0.0084060304195111343 0.0012090031103197056 -0.0046591858784317593 -0.016097565790913596 -0.012447900203715006 0.01239964687836357 0.0028443423431942696 -0.0089534273200558689 0.041332712992485927 0.0036390345645496516 leaf_weight=71896.413559406996 237.05699905753136 171061.39823673037 5603.3134683072567 410.92392966151237 18868.369907483459 3838.9278137683868 11434.793656803668 1702.2757538259029 441.94178786873817 6559.3735473826528 1841.8694411031902 162.92212778329849 1333.0490210652351 235.44842209666967 5070.6953312754631 1474.5375536978245 77.706940770149231 4787.541527569294 181.66636978089809 236.35776494443417 1644.624509781599 2972.4329431951046 698.3853407651186 608.35832580924034 281.474071636796 198.3333338201046 1668.1666550189257 516.33047012984753 16.61511393263936 10680.184601351619 leaf_count=305602 1006 749668 23393 1851 77589 16093 48723 7064 2460 27437 8900 738 6224 1025 23471 6340 324 20526 784 980 7021 12433 3179 2869 1208 853 7081 2236 81 44049 internal_value=-1.00516e-05 7.34011e-05 0.000443727 0.00110642 -0.000180344 -0.00274782 -0.000249105 0.000200176 0.00289487 0.00116218 0.000697724 -0.00242427 -0.0017986 -0.0106484 0.000440307 0.00119143 -0.00373169 -0.000932846 0.00165542 0.00377072 0.00991406 0.00027423 -0.00694649 -0.0107589 -0.0036483 -0.000886168 -6.83301e-05 -0.00267221 -0.000269252 0.00395367 internal_weight=326741 254845 83783.7 42823.3 24904.8 6036.4 40960.3 35357 17918.6 6796.43 29722.2 5634.81 5236.44 398.371 27880.4 18022.1 1552.24 9858.24 16469.9 5035.08 1826.29 3208.79 2197.48 1019.28 1178.19 896.719 3534.16 1865.99 1349.66 11122.1 internal_count=1411208 1105606 355938 178594 103642 26053 177344 153951 74952 28443 129502 24449 22686 1763 120602 76605 6664 43997 69941 21218 7805 13413 9960 4720 5240 4032 15622 8541 6305 46509 is_linear=0 shrinkage=0.03 Tree=266 num_leaves=31 num_cat=0 split_feature=2 2 3 0 2 0 3 2 0 2 3 1 3 0 3 0 2 1 2 2 2 3 3 1 0 1 2 2 0 2 split_gain=8.43261 17.8996 40.2262 103.071 54.9485 64.2116 54.5456 48.2798 34.398 40.6757 31.1924 30.4783 34.0233 33.4445 30.07 43.0548 40.3466 37.6533 33.9391 113.171 39.4753 36.8721 29.4975 28.1535 27.6593 27.2936 26.9462 63.4309 36.223 26.8168 threshold=555.07958984375011 3673.077514648438 1.9854999780654909 45.500000000000007 1682.390319824219 48.500000000000007 2.6375000476837163 2362.8337402343755 39.500000000000007 684.96466064453136 12.393000125885012 2.5000000000000004 4.4095001220703134 14.500000000000002 5.9049999713897714 80.500000000000014 2078.127319335938 1.0000000180025095e-35 911.27563476562511 1320.400329589844 930.90408325195324 2.7749999761581425 40.666500091552741 -6.4999999999999991 76.500000000000014 1.0000000180025095e-35 2799.732299804688 1384.018249511719 68.500000000000014 3118.6667480468755 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 26 10 9 -2 14 12 29 -13 15 18 -17 -16 24 20 -20 -21 -14 -10 -8 -12 27 -4 -28 -9 right_child=1 -3 6 4 -6 -7 7 11 23 -11 25 13 22 -15 17 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00029668921076034314 -0.011086916024099213 -0.00010473987248469517 -0.00095756127152882568 -0.0073642472485839928 0.00062183531240550874 -0.00062764117921346033 0.00027387436124249221 -0.0079614595005394126 0.011280230222540976 0.0015685238856145299 0.0077874120591075631 -0.02086871592223773 0.00027533916511305581 -0.0031465383712142542 0.00089631195351124056 -0.004734065233071386 0.017430093997609607 -0.0028143303306203279 0.022908646509065069 -0.011139936100185422 0.0081575630305114593 0.00117272132947665 -0.02205542186604182 0.0035305984466679559 0.0057839176024572694 0.00044931050242817916 0.0031991506209055665 -0.00818191224833794 -0.012897132541021688 -4.0972827431195575e-05 leaf_weight=71894.962874107063 236.82564589381218 171062.37323979498 2565.3805847465992 1826.4845468997955 18867.786857306957 4205.5026562064886 10545.652811139822 1115.0473268032074 439.25829227268696 6558.6248297765851 1005.874823063612 161.72272433340549 3480.2071071043611 235.24085769057274 5069.002553910017 1473.4196665585041 77.821574926376343 4784.0391336232424 181.28016899526119 236.29684038460255 1643.8870343267918 2972.4613145664334 54.064990367740393 10677.995236337185 889.0458492487669 834.75085197389126 986.43277926743031 1906.8609458729625 144.22455109655857 587.38219058513641 leaf_count=305602 1006 749668 10734 8312 77589 17741 44987 4624 2460 27437 5324 738 15340 1025 23471 6340 324 20526 784 980 7021 12433 282 44049 3736 3576 4099 7964 596 2440 internal_value=-9.7525e-06 7.12023e-05 0.000430517 0.00107349 -0.000175005 -0.00266748 -0.000241699 0.000194217 0.00280898 0.00112747 0.000676992 -0.00235207 -0.00174454 -0.0103665 0.00042721 0.00115584 -0.00362215 -0.000905351 0.0016059 0.00365848 0.00962268 0.000266002 -6.62623e-05 0.0038368 0.000702279 0.00445947 -0.00299178 -0.00403786 0.00114594 -0.00522869 internal_weight=326720 254825 83762.6 42812.5 24899.8 6031.99 40950.1 35347.2 17912.7 6795.45 29713.5 5633.67 5236.7 396.964 27872.9 18019.9 1551.24 9853.04 16468.6 5033.93 1825.17 3208.76 3534.27 11117.3 11434.7 1840.63 5602.9 4472.24 1130.66 1702.43 internal_count=1411208 1105606 355938 178594 103642 26053 177344 153951 74952 28443 129502 24449 22686 1763 120602 76605 6664 43997 69941 21218 7805 13413 15622 46509 48723 8900 23393 18698 4695 7064 is_linear=0 shrinkage=0.03 Tree=267 num_leaves=31 num_cat=0 split_feature=2 3 3 1 2 1 0 3 2 3 1 2 1 0 2 1 2 3 2 2 1 2 0 2 1 2 3 0 2 0 split_gain=7.9345 17.4456 27.5806 58.5909 33.296 32.3181 28.8526 33.2162 36.4071 27.8713 25.3917 21.8077 24.2906 22.3881 25.4238 21.2953 19.744 22.9915 34.6463 18.9904 18.6811 17.8223 17.107 23.482 19.6609 16.8461 37.8573 97.0184 51.7275 60.6962 threshold=555.07958984375011 4.4095001220703134 3.2575000524520878 1.0000000180025095e-35 444.35388183593756 1.0000000180025095e-35 72.500000000000014 1.1510000228881838 518.40026855468761 1.0619999766349795 3.5000000000000004 265.23049926757818 4.5000000000000009 12.500000000000002 482.89285278320318 -2.4999999999999996 503.44865417480474 1.1054999828338625 525.85342407226574 401.18936157226568 -1.4999999999999998 174.66455078125003 27.500000000000004 468.30728149414068 -3.4999999999999996 3673.077514648438 1.9854999780654909 45.500000000000007 1682.390319824219 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 21 -1 6 7 8 -6 -10 -5 -3 13 14 20 -8 -7 18 -18 -12 -13 -4 -9 -24 -25 26 27 -2 29 -29 right_child=25 11 3 10 5 16 15 22 9 -11 19 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.00036950067938561237 0.0027256152497400796 -0.0038780453228332398 0.01811820078244428 -0.0059760920098085764 -0.00070108328917343305 0.0073877861714801126 0.00756668158136738 -0.0013358565034305122 0.019834818641212702 -0.023406398621337799 0.01494745187698227 0.011044855524324671 0.037942777315070626 0.0056767411439747504 0.0091294040630857057 -0.014986865827537998 -0.021605012088675914 0.003327584390198294 0.016360980692580501 -0.0015123310073123768 -0.0087787192084046849 0.00025242143883328011 -0.00080101099977576836 -0.0039089867967434366 0.010137693592782776 -0.00010159716221717524 -0.00023452463832522206 -0.0065741937692863836 0.00060319889153229742 -0.00031527947958319836 leaf_weight=58407.119846314192 17906.923915110528 405.62520138919353 51.004747927188873 2922.0168196260929 337.99350102245808 1246.9484378248453 47.628856718540192 578.20575009286404 15.006067574024199 126.56128105521202 86.295420378446579 49.601702786982059 18.606805339455605 1214.0215003490448 136.90687666833401 180.35835286974907 79.586765334010124 854.62961839139462 29.707565039396286 234.55352881550789 311.27452552318573 3410.1775376945734 407.04560983181 104.3395801782608 638.33736981451511 171063.31833301904 40937.224707409739 2190.0192709714174 18867.217898190022 3838.6726542562246 leaf_count=247707 74952 1924 237 12578 1376 5416 198 2401 61 509 418 277 86 5478 648 723 386 3747 139 1138 1404 14054 1668 453 2576 749668 177344 9960 77589 16093 internal_value=-9.46039e-06 -0.000287794 -0.000369571 -0.00219899 -0.000175061 0.00226916 -0.000114687 0.00093468 -0.00605067 -0.0188229 -0.00509644 0.00238281 0.00385042 0.00347985 -0.00187807 -0.0102752 0.00489518 0.0016707 -0.0112854 0.00291469 -0.00605401 0.000515696 0.00287336 0.00499021 0.00816426 6.90724e-05 0.000417714 0.00104152 -0.000169794 -0.00258893 internal_weight=326697 71893.6 69757.5 6704.05 63053.5 4646.35 2435.48 2207.49 479.561 141.567 3242.87 2136.04 1730.41 1711.8 497.783 227.987 2210.87 963.924 109.294 320.849 360.876 3461.18 1727.93 1149.72 742.677 254803 83740.1 42802.8 24895.9 6028.69 internal_count=1411208 305602 295785 28425 267360 19653 9965 9044 1946 570 14134 9817 7893 7807 2329 921 9688 4272 525 1556 1681 14291 7098 4697 3029 1105606 355938 178594 103642 26053 is_linear=0 shrinkage=0.03 Tree=268 num_leaves=31 num_cat=0 split_feature=2 3 3 1 2 1 0 3 2 3 1 2 1 0 2 1 2 3 2 2 1 2 0 2 1 3 2 0 2 3 split_gain=7.46654 16.4215 25.975 55.2223 31.3141 30.3521 27.1427 31.2575 34.2775 26.2323 23.943 20.5298 22.4758 21.077 23.9483 20.0202 18.5088 21.7015 32.8212 17.7475 17.6063 16.8777 16.1047 22.1163 18.527 16.4387 24.9508 15.9466 15.8516 35.6269 threshold=555.07958984375011 4.4095001220703134 3.2575000524520878 1.0000000180025095e-35 444.35388183593756 1.0000000180025095e-35 72.500000000000014 1.1510000228881838 518.40026855468761 1.0619999766349795 3.5000000000000004 265.23049926757818 4.5000000000000009 12.500000000000002 482.89285278320318 -2.4999999999999996 503.44865417480474 1.1054999828338625 525.85342407226574 401.18936157226568 -1.4999999999999998 174.66455078125003 27.500000000000004 468.30728149414068 -3.4999999999999996 1.1980000138282778 518.40026855468761 50.500000000000007 3673.077514648438 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 2 4 21 -1 6 7 8 27 -10 -5 -3 13 14 20 -8 -7 18 -18 -12 -13 -4 -9 -24 -25 26 -26 -6 29 -2 right_child=28 11 3 10 5 16 15 22 9 -11 19 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00035842537611337211 0.0010104513394344845 -0.0037623293857813847 0.017682302370146244 -0.0058059932575799649 0.0048298598244268008 0.0071525785517284916 0.0073499213497554084 -0.0012954980107478043 0.019286844679859933 -0.022709341318061928 0.014410440444999423 0.010776642164295903 0.036312093068430515 0.005510178086937924 0.0088677787838753776 -0.014528545457889369 -0.021138820383538919 0.0032248228143489095 0.015787864889621379 -0.0014678979556219485 -0.0085164594108809617 0.00024485753361727875 -0.00077690214411962682 -0.0037876401560661185 0.034336927164224887 0.011862554984021112 -0.008184832529864584 -0.008386116299460275 -9.8548699872571985e-05 -0.00022748788922301471 leaf_weight=58405.552650012076 42795.364286959171 405.55877628922462 50.698923155665398 2917.465021058917 197.09209659695625 1249.2787284553051 47.563506036996841 578.33020709455013 14.96999332308769 126.53301578760147 86.817781537771225 49.315525114536285 18.855203121900558 1213.2102628499269 136.72052480280399 180.464839220047 78.912018030881882 855.39523978531361 29.860024467110634 234.40629541873932 311.23485746979713 3410.0490693449974 407.08591525256634 104.45017229020596 14.677997201681135 542.36646893620491 80.714108824729919 140.92097947001457 171064.2339963913 40937.408743616194 leaf_count=247707 178594 1924 237 12578 803 5416 198 2401 61 509 418 277 86 5478 648 723 386 3747 139 1138 1404 14054 1668 453 59 2193 324 573 749668 177344 internal_value=-9.1801e-06 -0.000279192 -0.000358516 -0.00213456 -0.000169814 0.00219992 -0.000111207 0.000906828 -0.00586969 -0.0182664 -0.00495008 0.00231256 0.00373723 0.00337814 -0.00182346 -0.009965 0.00474255 0.00161986 -0.0110017 0.00282357 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422.55772399902349 401.18936157226568 1.0000000180025095e-35 252.50982666015628 503.44865417480474 72.500000000000014 1.1510000228881838 518.40026855468761 1.0000000180025095e-35 1.0619999766349795 -2.4999999999999996 1.0000000180025095e-35 2.5000000000000004 79.500000000000014 77.500000000000014 1.0000000180025095e-35 13.500000000000002 235.10141754150393 1.1054999828338625 525.85342407226574 468.30728149414068 59.500000000000007 74.500000000000014 5.4584999084472665 79.500000000000014 40.500000000000007 43.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 25 6 8 14 28 9 10 -5 -6 -12 -10 16 -16 17 -4 -3 -20 26 22 -9 -11 -25 -1 -21 -8 -7 -30 right_child=-2 18 4 5 11 7 27 21 13 23 12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.00043182240517317837 6.4991361647633784e-05 0.0050727894274202245 0.0034498593182438531 -0.00053837449686444422 -0.0012282474516218519 0.011146042444656211 0.0081734348332215111 -0.020682640990987926 0.0086760593155400245 -0.00066879907155376051 0.018756256229705035 -0.0049482300841484986 -0.022038659932970613 -0.015306485548600059 -0.0058571214959639538 0.0074173150710404971 -0.019113689112945191 0.028544588275972248 -0.0065739877156978654 0.00081168466457077516 0.0048498422033832157 0.0025756873999795973 0.015239218518079543 0.0036994938670783838 0.0165526646181576 0.0077390853036271084 -0.028026642882899792 0.029634900604462781 -0.014281940105019644 0.007001622766279799 leaf_weight=55861.735555894673 254796.55212096265 1080.3217694088817 582.14621521532536 355.09062360227108 3543.1035104990005 740.70099627971649 321.58995887637138 78.243173152208328 44.156926557421684 890.88240768015385 14.932244539260862 3136.2901314496994 126.47300392389297 168.56619639694691 556.44454282522202 131.58026877045631 31.830530047416687 47.526278376579285 374.86460039019585 34.098919987678528 602.48339433968067 819.73417542874813 30.004745647311211 1041.7881579101086 117.71186329424381 242.90086834132671 41.979834482073784 35.904543250799179 77.10933218896389 753.10778327286243 leaf_count=237024 1105606 5255 2472 1446 14546 3191 1360 386 184 3643 61 13605 509 675 2442 624 128 205 1649 154 2542 3589 139 4289 477 1022 217 152 333 3283 internal_value=-8.90715e-06 -0.000270847 -0.000347792 -0.000139388 -0.00187267 0.00260325 0.00244043 0.00535353 0.000112795 0.00098486 -0.00543488 -0.00297495 -0.0177308 -0.0103282 0.000350753 -0.00331847 0.00416709 0.00534395 0.00224439 -0.000656222 0.00261299 0.00102411 -0.0107256 0.00253939 0.00500434 -0.000396447 -0.0151011 0.0103289 0.00791104 0.00502484 internal_weight=326680 71883.3 69749.6 61363.1 8386.42 5258.5 1707.02 2498.9 2759.6 2546.88 496.496 6679.39 141.405 212.723 1349.53 688.025 661.503 629.672 2133.75 1053.43 678.562 927.982 108.248 2050.38 1159.5 56104.6 76.0788 357.495 1570.92 830.217 internal_count=1411208 305602 295785 260251 35534 22205 7383 10921 11284 10425 2016 28151 570 859 5871 3066 2805 2677 9817 4562 2913 4114 525 8409 4766 238046 371 1512 6807 3616 is_linear=0 shrinkage=0.03 Tree=270 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 1 2 2 1 1 2 0 2 0 2 0 2 0 2 2 1 0 2 2 1 0 1 2 2 split_gain=6.91112 43.8573 110.188 27.0097 92.2298 81.8207 40.5893 31.568 30.7182 34.3759 29.9967 28.0329 136.409 65.5665 78.7064 40.8615 103.772 73.8768 68.212 45.6338 55.5962 46.5884 42.3635 50.6402 46.0436 37.3282 30.7779 30.2358 44.3103 30.5925 threshold=6.5000000000000009 31594.402343750004 10798.300781250002 5.5000000000000009 39114.154296875007 37758.167968750007 1.5000000000000002 36319.728515625007 33836.650390625007 1.0000000180025095e-35 1.5000000000000002 79002.019531250015 2.5000000000000004 99992.636718750015 2.5000000000000004 71819.058593750015 3.5000000000000004 65050.789062500007 3.5000000000000004 54479.306640625007 58311.849609375007 1.0000000180025095e-35 4.5000000000000009 47442.083984375007 42314.533203125007 1.5000000000000002 1.5000000000000002 1.0000000180025095e-35 56232.490234375007 50102.638671875007 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 7 -5 -3 -10 -7 12 27 -13 26 16 17 -14 -17 22 -21 -22 23 24 -18 -19 -15 -6 29 -29 right_child=-2 3 -4 5 11 10 -8 -9 9 -11 -12 13 15 14 -16 18 19 25 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0013373286223531886 -1.6471818717287638e-05 -0.00057130639303570408 -0.0059786330753684915 0.0052411031390670491 -0.001161562230985292 -0.0019702053738445903 0.024909256257460145 0.020032544606309353 -0.0026957012523925244 -0.016792431509205213 0.0095562606276112863 -0.0057467224732764208 -0.01154407994227849 0.014421365007796312 -0.0010162122764733514 0.016338066368601429 0.0057024945240344155 0.0021661144777060837 -0.031776660480295975 0.019706964463991426 -0.029116916993117106 0.0093703114370512607 0.0097428222078072956 0.0066347827426957119 -0.013731924486447571 0.032001945691410592 0.0044049835512693309 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0.000510992 0.00166659 0.00532362 0.0042477 -0.00407198 0.0135309 0.00729656 0.0146891 -0.00228052 0.00523473 0.00122053 -0.00633249 0.00493949 0.00549975 -0.0100698 -0.0152323 -0.0218073 internal_weight=326741 24366.3 8027.72 16338.6 13931.3 2407.29 933.501 770.973 1014.69 667.898 1473.79 12916.6 4756.35 8160.24 6888.21 4164.64 3681.96 987.443 482.683 2694.51 587.624 134.103 2106.89 1114.5 465.337 447.614 2836.06 591.712 374.615 266.423 internal_count=1411636 135077 44968 90109 79484 10625 4394 3716 4709 3036 6231 74775 25964 48811 42893 21890 18546 4957 3344 13589 3195 671 10394 5489 2181 2391 25231 4074 2102 1540 is_linear=0 shrinkage=0.03 Tree=271 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 2 1 2 1 1 2 0 0 1 0 2 2 2 1 2 2 0 0 2 2 0 2 1 0 split_gain=6.51399 41.3154 103.646 25.4436 87.3329 77.3692 42.4171 39.1269 34.468 29.9617 28.242 23.6847 93.7309 36.5382 26.8404 23.5923 161.672 93.9266 90.7154 65.9341 55.3039 93.4401 51.4039 43.333 58.3874 32.7672 30.2241 31.251 35.5451 29.4078 threshold=6.5000000000000009 31594.402343750004 10798.300781250002 5.5000000000000009 37758.167968750007 37758.167968750007 33836.650390625007 2.5000000000000004 36319.728515625007 1.0000000180025095e-35 1.5000000000000002 94085.273437500015 60.500000000000007 64.500000000000014 2.5000000000000004 3.5000000000000004 65050.789062500007 58311.849609375007 54479.306640625007 1.0000000180025095e-35 79002.019531250015 99992.636718750015 2.5000000000000004 4.5000000000000009 47442.083984375007 42314.533203125007 2.5000000000000004 71819.058593750015 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 -1 4 6 7 -3 8 -5 -8 -7 -2 14 -14 -13 16 19 18 23 -6 26 -22 29 24 -17 -25 -18 28 -28 -23 right_child=11 3 -4 5 15 10 9 -9 -10 -11 -12 12 13 -15 -16 17 20 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.0012974343929997554 3.4708383830741259e-05 -0.00055412600790507931 -0.0057975875643772436 0.0057407929758067208 -0.0012866490389384455 -0.0019104821989120169 -0.003929180960632034 0.029533199235695688 0.020499424342410207 -0.019670340567501041 0.0092773163695472685 -0.0024230401998079944 0.020793787124780822 0.0029083662010594541 -0.0084234609872594225 -0.0071382549822958854 -0.006608448676184194 -0.0006903964445428419 0.019296418594806169 -0.016504244528747283 -0.0064161799488945733 0.014109078678056854 -0.0019934020007920336 0.0027495579058903459 0.0064527757160521976 0.013288899097089784 0.0021029883477451652 0.015997917605153636 0.031345710802720896 0.0042803907951171442 leaf_weight=5125.2239639235195 291742.33908412233 346.82301713712513 2902.4502043323591 656.15115306526423 425.91090713907033 1230.780710734427 165.19410678371787 92.210595116019249 181.90031389147043 318.93366350233555 243.19729082286358 7397.472459204495 107.42163769900799 2389.1884952671826 737.83326338231564 507.44201543182135 104.75684658251703 3059.0471151545644 449.33825552463531 643.26847159862518 1197.1382144149393 307.37178594991565 1232.1488620489836 460.50631588697433 647.46967762708664 626.94247060269117 405.65289856866002 450.32414511963725 41.210452347993851 2521.6969165541232 leaf_count=29365 1232356 1673 15603 3119 2949 5243 868 387 888 1312 988 30066 469 10653 3015 2367 827 13142 2524 3082 5567 11795 5670 2166 3308 3191 2209 3216 182 13436 internal_value=2.20302e-05 0.00049414 -0.00126781 0.00136107 0.000868559 0.00421081 -0.00856223 0.010985 0.00894418 -0.0142991 -6.45643e-05 -1.59777e-05 -0.00140682 0.00367792 -0.00296725 0.00146767 0.000339113 0.00290605 0.00699332 -0.0104423 0.00218044 0.000949605 0.00312084 0.00452795 0.000481185 0.00882576 0.00864002 0.0104205 0.0047998 0.00534826 internal_weight=326717 24343.1 8027.67 16315.4 13911.2 2404.24 830.951 930.262 838.051 484.128 1473.98 302374 10631.9 2496.61 8135.31 13080.2 7329.48 5750.75 2691.7 1069.18 6260.3 5258.36 4061.22 2242.36 1154.91 1087.45 1001.94 897.187 446.863 2829.07 internal_count=1411636 135077 44968 90109 79484 10625 3853 4394 4007 2180 6231 1276559 44203 11122 33081 75631 48933 26698 13556 6031 42902 36468 30901 11032 5675 5357 6434 5607 2391 25231 is_linear=0 shrinkage=0.03 Tree=272 num_leaves=31 num_cat=0 split_feature=0 0 2 2 0 2 2 2 1 2 1 1 2 0 0 0 0 0 2 2 2 1 2 2 0 0 2 2 0 2 split_gain=9.99704 5.84072 40.0845 95.8426 23.9694 82.2193 73.1707 39.935 37.1843 32.8864 28.3383 26.5904 22.2941 88.238 34.6494 26.4947 42.8177 22.2288 152.423 88.7681 86.6499 62.4837 52.377 87.967 48.5076 41.0013 54.9552 31.1729 28.6179 29.9865 threshold=1.0000000180025095e-35 6.5000000000000009 31594.402343750004 10798.300781250002 5.5000000000000009 37758.167968750007 37758.167968750007 33836.650390625007 2.5000000000000004 36319.728515625007 1.0000000180025095e-35 1.5000000000000002 94085.273437500015 60.500000000000007 64.500000000000014 39.500000000000007 21.500000000000004 3.5000000000000004 65050.789062500007 58311.849609375007 54479.306640625007 1.0000000180025095e-35 79002.019531250015 99992.636718750015 2.5000000000000004 4.5000000000000009 47442.083984375007 42314.533203125007 2.5000000000000004 71819.058593750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 7 8 -4 9 -6 -9 -8 -3 15 -15 16 -14 18 21 20 25 -7 28 -24 -25 26 -19 -27 -20 -30 right_child=1 12 4 -5 6 17 11 10 -10 -11 -12 -13 13 14 -16 -17 -18 19 22 -21 -22 -23 23 24 -26 27 -28 -29 29 -31 leaf_value=0.030077311442450055 0.0012026038722373735 3.3667134280759527e-05 -0.00053746267061969243 -0.0056221219531968208 0.0055798044798365887 -0.0012471129427245699 -0.0018525930950999119 -0.0038043537192282133 0.028838911898776572 0.020043282131477387 -0.019107807021671124 0.0090066816232395406 -0.0034607610795670614 0.020288268065538167 0.0028229592845905619 -0.011587378008808076 0.00281666325754728 -0.0069101692883119176 -0.0064056401396374741 -0.00066959637203906151 0.018893274817047327 -0.0160687059798705 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-0.00126867 0.00132248 0.000844041 0.0040902 -0.00830681 0.0106946 0.00870477 -0.0138749 -6.25952e-05 -1.54983e-05 -0.00136519 0.00357077 -0.0028791 -0.00254242 0.00142621 0.000329713 0.00282333 0.00680637 -0.0101488 0.00211896 0.000922313 0.00303202 0.00440158 0.00046724 0.00859294 0.00842218 0.0101641 internal_weight=326688 326678 24308.7 8017.64 16291.1 13890 2401.09 830.82 926.937 835.331 483.972 1474.15 302370 10627.4 2494.46 8132.9 7830.16 13059.2 7316.77 5742.42 2682.98 1067.14 6249.62 5252.46 4055.05 2237.76 1154.27 1083.49 997.165 892.335 internal_count=1411636 1407751 131192 41083 90109 79484 10625 3853 4394 4007 2180 6231 1276559 44203 11122 33081 31820 75631 48933 26698 13556 6031 42902 36468 30901 11032 5675 5357 6434 5607 is_linear=0 shrinkage=0.03 Tree=273 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 0 2 0 0 2 0 2 2 2 0 2 0 2 2 2 2 1 2 2 2 1 2 split_gain=5.79982 51.7458 124.561 35.5066 90.0728 50.0066 52.0495 67.6003 43.7604 39.2348 61.8108 50.7985 45.7981 80.2596 54.4188 47.446 48.1103 48.9704 80.6296 47.5625 43.2584 41.2614 46.4858 42.9946 38.7302 36.4305 34.9716 33.9821 33.9057 33.8956 threshold=7.5000000000000009 26691.365234375004 13515.104003906252 79002.019531250015 2.5000000000000004 30543.693359375004 28435.229492187504 1.5000000000000002 1.5000000000000002 71819.058593750015 3.5000000000000004 3.5000000000000004 52483.353515625007 4.5000000000000009 47442.083984375007 47442.083984375007 43864.599609375007 6.5000000000000009 31594.402343750004 5.5000000000000009 65050.789062500007 27583.159179687504 39114.154296875007 42314.533203125007 2.5000000000000004 58311.849609375007 40737.804687500007 43864.599609375007 1.5000000000000002 37758.167968750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 -3 -8 -5 10 20 -11 13 14 21 16 17 18 -15 29 27 -12 -23 -24 -21 -14 -19 -6 -22 -20 right_child=-2 3 -4 8 9 -7 7 -9 -10 11 12 -13 25 15 -16 -17 -18 26 19 24 28 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00057477967815634389 -1.8846616275582248e-05 -0.0065934737844484817 -0.0072629254496258348 0.01086195494374746 0.00079080913824190714 -0.009433817564855786 0.097818789802648423 -0.0058860945695577895 -0.00021599921963650988 0.015333141468228345 0.017932470340525815 -0.013199135153732788 0.013651127842764951 -0.008484391211350981 0.0050404318229551048 -0.02709545317192073 0.015346975623064314 0.010121096381525262 -0.0054882657351554495 0.0073994141261100486 0.0019054465454615918 -0.023003805719032166 0.0059369573702504272 -0.012800816088553404 0.027061451022276403 -0.00012213035971546599 -0.041172280522901519 -0.011856911237229758 0.030616985447983747 0.0048004449285921243 leaf_weight=7461.8260470407549 297461.80257820524 27.339442376047373 2415.7482230598107 331.48536528134719 306.59840519726276 687.94209696073085 13.531766459345818 9.7210649475455284 10074.634378612041 442.20399720221758 48.057108119130135 64.328820541501045 723.38762447237968 517.0013008788228 387.9931878298521 40.923458307981491 394.42656398564577 1131.8574727550149 495.00347074866295 976.31197811663151 404.54740962013602 198.78467403352261 177.65705444663763 290.29523802548647 99.338424265384674 227.09520377963781 12.090671822428702 507.93257440626621 40.745393931865692 689.72090028971434 leaf_count=40292 1255161 191 12920 12133 1437 4736 107 48 45883 3216 214 282 4005 2288 1951 182 2029 4893 2176 4710 2209 868 858 1323 423 1104 54 2406 182 3355 internal_value=2.07579e-05 0.000424232 -0.00134208 0.00132723 0.0027167 -0.00731684 0.0214693 0.054464 0.000136887 0.003623 0.00308894 0.0117096 0.0042829 0.00322482 -0.00400498 0.00505488 0.00535974 0.00435517 0.00220359 0.00464818 -0.0029859 -0.00891487 -0.01085 -0.00568706 0.00921524 0.0103603 0.00957896 -0.00709617 0.00453262 0.000501599 internal_weight=326660 29198.5 9877.57 19321 8914.84 738.534 50.5923 23.2528 10406.1 8176.3 7669.77 506.533 6409.94 5459.46 1102.79 4356.67 4315.75 3921.32 2777.38 2260.37 1259.82 714.794 666.737 467.952 1075.65 950.483 1143.95 814.531 445.293 1184.72 internal_count=1411636 156475 53212 103263 45247 5082 346 155 58016 40165 36667 3498 30433 25324 5214 20110 19928 17899 12952 10664 6234 3263 3049 2181 5133 5109 4947 3843 2391 5531 is_linear=0 shrinkage=0.03 Tree=274 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 2 1 2 1 1 2 0 0 1 0 2 2 2 1 2 2 0 0 2 2 2 1 0 2 split_gain=5.62358 34.1879 86.5901 21.2598 73.7084 66.029 37.9972 34.3375 27.4274 26.9151 24.981 20.9463 83.0451 32.8601 25.3365 19.5781 135.335 79.7495 80.4803 59.5409 46.9573 82.5028 45.3214 37.0734 48.0696 28.8791 27.0677 30.3151 26.6235 26.327 threshold=6.5000000000000009 31594.402343750004 10798.300781250002 5.5000000000000009 37758.167968750007 37758.167968750007 33836.650390625007 1.5000000000000002 36319.728515625007 1.0000000180025095e-35 1.5000000000000002 94085.273437500015 60.500000000000007 64.500000000000014 2.5000000000000004 3.5000000000000004 65050.789062500007 58311.849609375007 54479.306640625007 1.0000000180025095e-35 79002.019531250015 99992.636718750015 2.5000000000000004 4.5000000000000009 47442.083984375007 42314.533203125007 89063.015625000015 1.0000000180025095e-35 1.5000000000000002 42314.533203125007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 7 -3 8 -5 -8 -7 -2 14 -14 -13 16 19 18 23 -6 -18 26 28 24 29 -25 -22 -28 -23 -17 right_child=11 3 -4 5 15 10 9 -9 -10 -11 -12 12 13 -15 -16 17 20 -19 -20 -21 21 22 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.0012040934896213479 3.2522313958205934e-05 -0.00028708239329692468 -0.0052793338064773933 0.0045646339818121058 -0.00091417934920298195 -0.0018108113588113177 -0.0035111341314178948 0.022823053664973867 0.018511514299542023 -0.018410613424357583 0.0087200426716606463 -0.0022635443453423902 0.019796463486566173 0.0027405711299617269 -0.0080974276013342054 0.0013936708702391156 0.00801149801758878 -0.00063940489602055928 0.018210394021939275 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13436 1323 internal_value=2.01482e-05 0.000459418 -0.00114224 0.00125064 0.000799571 0.00386077 -0.00786308 0.0101632 0.0075122 -0.013295 -7.67241e-05 -1.51253e-05 -0.00132364 0.00346724 -0.00279216 0.00135221 0.000322081 0.00266535 0.00645809 -0.0095554 0.00201139 0.000881446 0.00292798 0.00414658 0.000406955 0.00815105 -0.0060352 -0.00972966 0.00502942 -0.00646699 internal_weight=326644 24280 8028.35 16251.6 13856.9 2394.68 830.998 920.809 761.374 483.984 1473.87 302364 10623.3 2492.35 8130.99 13025.9 7299.58 5726.35 2666.32 1066.09 6233.49 5245.63 4047.91 2228.09 1152.15 1075.94 1197.72 716.739 2814.48 510.168 internal_count=1411636 135077 44968 90109 79484 10625 3853 4394 3716 2180 6231 1276559 44203 11122 33081 75631 48933 26698 13556 6031 42902 36468 30901 11032 5675 5357 5567 3236 25231 2367 is_linear=0 shrinkage=0.03 Tree=275 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 2 1 2 2 2 2 0 0 2 1 2 2 2 2 1 2 2 2 2 1 2 0 0 2 split_gain=7.20757 53.8448 88.55 45.8514 38.1698 33.5968 111.145 67.9779 60.4001 39.7082 29.9042 74.9335 40.8187 35.4649 40.9459 32.0261 29.512 29.0766 30.4953 28.5715 22.2333 21.9823 28.1613 23.9483 33.9347 21.3066 48.8591 70.0964 30.6324 27.4466 threshold=4.5000000000000009 47442.083984375007 13515.104003906252 3346.970825195313 1.0000000180025095e-35 3.5000000000000004 61458.453125000007 1.0000000180025095e-35 58311.849609375007 54479.306640625007 79002.019531250015 99992.636718750015 2.5000000000000004 2.5000000000000004 71819.058593750015 1.5000000000000002 89063.015625000015 22629.428710937504 30543.693359375004 42314.533203125007 -1.4999999999999998 11817.106933593752 6368.3278808593759 8007.5161132812509 10057.160644531252 1.5000000000000002 28435.229492187504 1.5000000000000002 3.5000000000000004 27583.159179687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 19 6 7 -3 9 -7 13 16 -13 -8 15 -15 -12 -6 25 -4 -21 22 -5 -24 -25 26 -19 -28 -29 -27 right_child=-2 5 4 21 17 8 10 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 -20 20 -22 -23 23 24 -26 29 27 28 -30 -31 leaf_value=-0.0063857414705956114 -2.6272001591683621e-05 0.0027037668266149148 0.00093567356497032132 0.0061346032276823727 -0.015505853540674932 0.0055926183633676491 -0.0087506047499492576 -0.017073688982110858 0.0011037866990352343 0.017344690161854758 0.0002373045225666545 0.0051178992315393697 -0.0014199244598900745 0.00095736370302545927 0.015341247508160108 0.027443928651785288 -0.0093282579432260402 -0.0024212931150278138 -0.010257322090280121 0.0061753262887436792 -0.015421355310458344 0.020191847132271599 -0.0068487181785650015 0.013798795330505967 -0.0033465158524320772 0.00022492412423011439 0.093899139317375827 0.032590271062201755 -0.014638783528226312 -0.039422249910422924 leaf_weight=479.35085246898234 311711.1262670476 235.08563188370317 819.66946866735816 1241.2970816527959 457.67369075864553 645.19259757548571 121.07627999410033 467.37457006797194 1588.7986120283604 432.02412996441126 491.55649158731103 2815.2107114596292 1237.1929273679852 514.41397050395608 435.6059356816113 44.652593195438385 708.93280112370849 176.7857291251421 580.92239631712437 55.041551268659532 194.51192340254784 71.955046225339174 357.98671687580645 175.60726825427264 254.4164698086679 46.696225419640541 11.909052118659018 29.885332301259041 21.07597704231739 23.68568542599678 leaf_count=2426 1318839 1512 5418 10641 2865 3335 953 2244 6999 2510 2377 25266 5679 2736 3212 201 3208 973 2589 380 1174 480 1836 933 1325 199 77 125 89 98 internal_value=4.37705e-06 0.000652716 -0.00187836 0.00198665 -0.00600355 0.00195203 0.000869987 -0.010455 0.00482193 0.0103059 0.00211913 0.00117169 0.00312191 0.00657959 0.00844566 0.00307284 -0.00541151 -0.00935979 -0.00620264 -0.00177025 -0.010658 0.0038966 0.0033188 -0.00111672 0.00365505 0.00139468 0.00565662 0.028371 0.0130578 -0.0131176 internal_weight=326447 14735.6 4998.47 2580.61 2417.86 9737.12 7071.1 702.46 2666.02 1077.22 6368.64 5252.89 4052.4 1115.75 994.672 559.067 1200.49 1348.63 890.96 1069.22 249.553 2101.26 2029.31 788.01 430.024 310.038 239.656 62.8704 50.9613 70.3819 internal_count=1410699 91860 31628 17641 13987 60232 47388 3756 12844 5845 43632 36530 30945 7102 6149 2937 5585 7015 4150 6972 1554 15215 14735 4094 2258 1561 1264 291 214 297 is_linear=0 shrinkage=0.03 Tree=276 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 2 2 2 1 0 2 1 2 2 2 2 0 0 2 1 2 2 2 2 0 0 2 2 split_gain=7.10331 7.88225 8.12265 6.95587 8.74865 11.9663 6.62903 50.7552 83.4256 43.1538 36.143 31.6882 104.916 64.3335 57.2884 38.0296 28.3032 70.5731 38.5162 33.4997 39.1789 30.4555 27.8912 28.7315 27.7993 27.3383 24.72 24.0659 33.6252 47.6882 threshold=94.500000000000014 4165.5986328125009 94085.273437500015 98.500000000000014 3290.9838867187505 96.500000000000014 4.5000000000000009 47442.083984375007 13515.104003906252 3346.970825195313 1.0000000180025095e-35 3.5000000000000004 61458.453125000007 1.0000000180025095e-35 58311.849609375007 54479.306640625007 79002.019531250015 99992.636718750015 2.5000000000000004 2.5000000000000004 71819.058593750015 1.5000000000000002 22629.428710937504 30543.693359375004 89063.015625000015 45446.361328125007 3.5000000000000004 2.5000000000000004 14054.634277343752 23400.180664062504 decision_type=2 2 2 2 2 2 2 2 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 4 5 -2 7 8 9 -1 25 12 13 -9 15 -13 19 24 -19 -14 21 -21 -12 -24 -18 27 -27 28 -10 -30 right_child=1 2 -4 -5 -6 -7 -8 11 10 -11 22 14 16 -15 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.0061910831290539004 -0.010992843342096669 -0.0073749867900585559 -0.0012525942213576877 -0.01626838984016973 0.010225250810684221 0.022448273779934136 -1.7535659646824144e-05 0.0026267715786764388 -0.030026193062012558 0.0037829729571917611 -0.015152362358773557 0.0054373486211762726 -0.0084772057647833944 -0.016637715894462713 0.0010709374379751812 0.016973603374228451 0.00023019642667975834 0.0049752281748676498 -0.0013768286195349208 0.00092896468088091296 0.015018068248415083 0.026865759318587895 0.0013469340267325291 -0.0099594006302195243 -0.0090551672002305416 -0.043057199425202884 -0.0068486438759120501 -0.0034312390406789415 0.022465140363815059 -0.0025178334303659917 leaf_weight=479.58619418554008 47.439975783228874 335.51231303066015 465.77853182237595 15.179397992789744 103.69648702442646 12.083181113004683 310731.5183865726 234.72262956947088 20.777408642694354 2099.5271724034101 454.35123932361603 643.73076366633177 121.2293155528605 465.26534834504128 1588.4113684892654 428.28249917924404 491.53476736694574 2809.1554597727954 1237.6334143280983 514.23747171089053 431.6904630959034 44.251259252429008 310.50896054506302 580.35950183868408 708.41178452037275 25.617106877267361 50.269059203565121 697.95088112354279 133.03655553050339 142.33612452540547 leaf_count=2426 211 1565 2199 92 471 54 1314247 1512 409 15215 2865 3335 953 2244 6999 2510 2377 25266 5679 2736 3212 201 1561 2589 3208 276 259 3610 1252 1166 internal_value=4.24814e-06 -0.00254642 -0.00381613 0.00315654 0.00496306 -0.00420431 1.19265e-05 0.000634158 -0.00182381 0.0019283 -0.00583054 0.00189729 0.000845574 -0.0101779 0.00468751 0.0100462 0.00205918 0.00113795 0.00303257 0.00640811 0.00823054 0.00298404 -0.00910356 -0.00601862 -0.0052516 -0.0017156 -0.0190717 -0.000390701 0.00677508 0.00955181 internal_weight=326424 979.69 801.291 178.399 163.22 59.5232 325444 14712.9 4994.32 2579.11 2415.21 9718.56 7058.13 699.988 2660.42 1072.01 6358.14 5246.74 4046.79 1111.41 990.179 558.489 1345.22 890.868 1199.95 1069.99 75.8862 994.101 296.15 275.373 internal_count=1410699 4592 3764 828 736 265 1406107 91860 31628 17641 13987 60232 47388 3756 12844 5845 43632 36530 30945 7102 6149 2937 7015 4150 5585 6972 535 6437 2827 2418 is_linear=0 shrinkage=0.03 Tree=277 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 0 0 2 0 0 0 2 2 0 2 2 2 0 0 0 2 0 2 0 2 1 0 2 2 split_gain=6.90756 16.082 47.292 34.5729 54.5574 64.1114 50.6235 59.178 64.3279 29.1697 28.6015 28.315 27.721 22.8272 20.8853 28.8648 38.8247 22.3014 20.847 28.4568 20.2094 19.9534 18.6795 24.5586 22.0805 18.0268 17.9309 17.4889 16.9801 16.8431 threshold=1.5000000000000002 69.500000000000014 71819.058593750015 71819.058593750015 16861.583007812504 12.500000000000002 13.500000000000002 5.5000000000000009 39114.154296875007 92.500000000000014 58.500000000000007 35.500000000000007 65050.789062500007 394.01574707031256 5.5000000000000009 2078.127319335938 2848.0100097656255 1266.0092773437502 10.500000000000002 16.500000000000004 6.5000000000000009 12925.947753906252 37.500000000000007 39114.154296875007 31.500000000000004 13771.215820312502 17.500000000000004 28.500000000000004 14993.919433593752 36319.728515625007 decision_type=2 2 2 2 2 2 2 2 2 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 5 14 7 8 -6 -4 11 18 -10 -3 25 17 20 -16 -5 -20 -17 -15 24 -24 26 -2 29 -28 -18 -8 right_child=1 2 9 10 6 -7 22 -9 12 -11 -12 -13 -14 21 15 16 28 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=7.120168316021141e-05 0.0053739691277689596 -0.010962171320661044 0.0084306526330023886 -0.00048427592201609557 -0.012522911093795847 -9.9820002436746771e-05 0.0025953998512198754 0.0083965229039139454 0.0031476651723744802 -0.0044297029996067843 0.01879235537124992 -0.024471227240003165 0.027741063634208311 -0.0011171249613036384 -0.0063271862861455225 -0.00089918094053778846 -0.0082851529843275314 0.0048169249615943365 -0.01079656435929029 -0.0021432481195499159 -0.025674872151849101 -0.0055068761429988662 0.0011129121986919112 0.0086920214575268769 -0.0050203041262131083 -0.020528402928412542 0.014848568731938889 -0.0062930751563532901 0.000313937475464137 -0.0028802831936049398 leaf_weight=264036.40881673899 240.24268601834774 299.61762745678425 583.13985286653042 1182.9276822954416 291.91949726641178 43650.288483679295 1012.818679690361 1945.4668676555157 339.33368027210236 218.10133676510304 51.035940915346146 58.775908440351486 46.957138806581497 3165.4463263750076 328.44489166140556 36.549043327569962 1030.5041084140539 318.18082736432552 604.5253839045763 787.68754485249519 156.54164601862431 1320.7563463449478 1886.5600894540548 483.36264677345753 843.46017245948315 26.887818142771721 140.67776224017143 46.973580658435822 258.51607041060925 1009.5021378695965 leaf_count=1141462 1042 1430 2413 4776 1211 191235 4074 7865 1445 1069 211 248 215 13772 1474 159 4306 1402 2451 3204 695 5418 7657 1971 3509 116 572 195 1037 4065 internal_value=4.12886e-06 -0.000279838 -0.00181558 -0.000128718 3.62099e-05 -0.000362079 0.00231527 0.00573631 -0.00189459 0.00493001 -0.0034515 -0.0038825 0.00613721 -0.00294493 -0.00514017 -0.0061324 -0.00843984 -0.000843577 -0.00341258 -0.00590068 -0.0209852 -0.00240949 0.000660259 0.00265873 -0.000890851 0.00276679 0.0006852 0.00955631 -0.00656058 -0.000137952 internal_weight=326402 62365.2 5587.06 56778.1 54093.2 46046.2 8047.03 2623.68 678.21 801.241 2684.95 2633.92 386.291 4785.82 2395.87 2128.74 1482.11 646.626 2575.14 1392.21 193.091 4486.2 5423.36 2369.92 3053.43 267.131 2209.97 187.651 1289.02 2022.32 internal_count=1410699 269237 24102 245135 234245 201466 32779 10736 2871 3482 10890 10679 1660 20620 10231 9073 6197 2876 10431 5655 854 19190 22043 9628 12415 1158 8906 767 5343 8139 is_linear=0 shrinkage=0.03 Tree=278 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 2 3 0 2 0 2 1 2 2 0 2 0 2 0 2 0 2 2 2 3 0 0 2 split_gain=6.55811 7.36139 7.68654 6.57653 8.22703 11.2553 6.18842 16.1105 59.7524 28.8419 55.9279 50.17 61.8907 24.4607 43.1974 26.9571 26.9165 23.286 21.4032 24.2179 26.4876 20.8717 29.8761 32.2874 20.2969 20.1771 19.6198 18.8474 18.7622 18.1155 threshold=94.500000000000014 4165.5986328125009 94085.273437500015 98.500000000000014 3290.9838867187505 96.500000000000014 1.5000000000000002 16861.583007812504 7.0125000476837167 11.500000000000002 99992.636718750015 5.5000000000000009 37758.167968750007 5.5000000000000009 47442.083984375007 79002.019531250015 7.5000000000000009 30543.693359375004 37.500000000000007 71819.058593750015 31.500000000000004 1957.453552246094 5.5000000000000009 2848.0100097656255 586.15780639648449 780.74472045898449 10.80550003051758 81.500000000000014 16.500000000000004 5681.6511230468759 decision_type=2 2 2 2 2 2 2 2 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 4 5 -2 -1 8 27 10 11 12 -9 17 16 -16 -15 -13 19 20 -11 24 29 26 -10 -26 -24 -8 -21 -23 right_child=1 2 -4 -5 -6 -7 7 9 21 18 -12 13 -14 14 15 -17 -18 -19 -20 28 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=7.494731978256974e-05 -0.010673183423911298 -0.0071426443862621352 -0.0011832292663870186 -0.0158991317387744 0.0099159070200518992 0.021743478224700047 -0.00017352436303909484 -0.01297341057055967 -0.015383569681027382 0.001287503271766738 -0.0030217371203631878 0.0062171600144492562 0.0053015020436251118 -0.019385293996896012 -0.035998026190447216 0.00032136256705631478 0.013641371972596239 0.013425281050173363 0.0013211294259973191 -0.0097552056911121704 -0.0048725412600970882 0.0088559906537933504 -0.026148998604554975 -0.0063556269096446657 0.024346315036659974 -8.0647932337665204e-05 -0.007738090249332915 -0.0048681255884948571 -0.0022936578148771772 -0.0078537223544963911 leaf_weight=263254.98294168338 47.385361716151237 334.8187130279839 465.75560159608722 15.067021019756792 103.73585923016071 12.101499825716017 46230.568257644773 267.17629706859589 74.851899385452271 2466.0815113484859 1020.4185729324818 1050.8219156563282 443.8736834526062 27.064672827720642 42.195372715592384 32.604217514395714 123.79380232095718 654.64745034277439 4209.7731521874666 489.49928793311119 842.97498579323292 167.33185690641403 129.82396647334099 1461.2657971382141 31.972926661372185 632.3943135291338 87.006877839565277 782.68414376676083 797.32581774890423 89.690896406769753 leaf_count=1137928 211 1565 2199 92 471 54 202470 1112 341 9937 4115 4216 1910 109 169 131 496 2687 17173 1987 3509 719 582 6097 142 2818 384 3435 3246 394 internal_value=4.00252e-06 -0.00244787 -0.00367559 0.003065 0.00481557 -0.00407861 1.1378e-05 -0.000257864 -0.000499807 0.000706312 0.00294357 0.0052474 -0.00156528 0.00775585 -0.00152625 -0.0201669 0.00771624 0.00898401 -0.000224247 -0.00163979 -0.000281755 -0.00486172 -0.00649976 -0.0079586 -0.00057367 0.00109491 -0.0187613 -0.000251681 -0.00513198 0.00302495 internal_weight=326390 978.864 800.574 178.29 163.223 59.4869 325411 62155.8 49687.6 12468.3 3662.6 2642.18 711.05 1931.13 225.658 74.7996 150.858 1705.47 8805.65 4595.88 3309.06 2674.34 1935.12 1678.1 739.219 664.367 216.831 47013.3 1286.83 257.023 internal_count=1410699 4592 3764 828 736 265 1406107 268179 217382 50797 14945 10830 3022 7808 905 300 605 6903 35852 18679 13446 11477 8176 7063 3301 2960 966 205905 5233 1113 is_linear=0 shrinkage=0.03 Tree=279 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 0 2 1 2 2 2 2 2 2 0 0 2 1 2 2 2 2 2 2 2 1 2 0 0 0 split_gain=6.30182 47.4155 77.513 40.6373 33.6562 29.8865 99.0801 60.9603 53.9963 36.5031 26.7796 27.8789 26.3824 66.5106 36.2735 31.4878 37.8953 27.209 26.1793 25.4382 20.9111 26.3207 22.5337 31.9628 20.7733 20.5191 20.319 105.288 44.9499 40.3568 threshold=4.5000000000000009 47442.083984375007 13515.104003906252 3346.970825195313 1.0000000180025095e-35 3.5000000000000004 61458.453125000007 1.0000000180025095e-35 58311.849609375007 54479.306640625007 22629.428710937504 30543.693359375004 79002.019531250015 99992.636718750015 2.5000000000000004 2.5000000000000004 71819.058593750015 1.5000000000000002 89063.015625000015 42314.533203125007 11817.106933593752 6368.3278808593759 8007.5161132812509 10057.160644531252 58311.849609375007 -1.4999999999999998 71819.058593750015 60.500000000000007 34.500000000000007 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 19 6 7 24 9 -7 -6 -12 15 18 -15 -8 17 -17 -14 -4 21 -5 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463.20359649509192 1587.9557038843632 424.49036274850368 310.26549395918846 579.58950603753328 491.49827142804861 2803.0887106796727 1238.0262915119529 514.03912565857172 427.79408122971654 43.337956205010414 707.8927334100008 55.082984414882958 71.49932923167944 358.07227938994765 175.38157451711595 254.39855259843171 55.454130713827908 196.81268103420734 13201.308410063386 112.22429320216179 545.14389710128307 3261.6206874642521 leaf_count=2426 1247914 1164 5418 10641 2865 3335 953 2244 6999 2510 1561 2589 2377 25266 5679 2736 3212 201 3208 380 480 1836 933 1325 348 1174 53758 497 2260 14410 internal_value=3.87951e-06 0.000611114 -0.00176518 0.00185083 -0.0056314 0.00183366 0.000811408 -0.00992066 0.0045465 0.00976718 -0.00879878 -0.00578081 0.00199088 0.00110211 0.00294335 0.00620003 0.00797633 0.00282166 -0.00510158 -0.00166581 0.00365185 0.00308942 -0.0011979 0.00343313 0.00254769 -0.010003 -2.47379e-05 -0.00102947 -0.002195 0.00371939 internal_weight=326379 14689.2 4990 2578.44 2411.57 9699.16 7044.61 697.554 2654.55 1066.6 1340.71 889.855 6347.05 5240.51 4041.12 1106.55 985.171 557.377 1199.39 1070.85 2098.54 2027.05 787.852 429.78 234.35 251.896 311690 17120.3 13746.5 3373.84 internal_count=1410699 91860 31628 17641 13987 60232 47388 3756 12844 5845 7015 4150 43632 36530 30945 7102 6149 2937 5585 6972 15215 14735 4094 2258 1512 1554 1318839 70925 56018 14907 is_linear=0 shrinkage=0.03 Tree=280 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 2 2 2 2 1 2 2 2 2 2 1 1 2 2 2 0 2 2 2 1 2 0 2 2 2 split_gain=7.04652 20.816 17.2199 50.1759 47.9509 50.0124 30.4432 27.7073 32.9785 27.6743 25.1764 19.9064 21.1661 14.5539 16.1833 14.8836 13.7739 13.295 44.8893 36.137 16.9758 24.3648 49.6495 42.1961 20.9772 16.6419 18.5869 15.2127 22.9644 20.4462 threshold=1.1054999828338625 42314.533203125007 49.500000000000007 271.27960205078131 1116.587829589844 1494.5967407226565 855.65197753906261 12925.947753906252 9353.3178710937518 12.500000000000002 401.18936157226568 6665.8681640625009 3826.821655273438 177.71882629394534 157.04295349121097 1.5000000000000002 4.5000000000000009 17336.302734375004 23400.180664062504 11541.221191406252 51.500000000000007 2748.945678710938 2580.519653320313 3673.2597656250005 -1.4999999999999998 13771.215820312502 50.500000000000007 4165.5986328125009 6665.8681640625009 2321.0456542968755 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 10 8 11 -10 -5 12 16 14 -1 -16 -7 19 -19 20 27 22 -22 24 -23 -21 -27 29 -29 -4 right_child=-2 -3 17 4 5 7 -8 -9 9 -11 -12 -13 -14 -15 15 -17 -18 18 -20 25 21 23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=0.0010200700398742839 2.7705600657533003e-05 -0.011423132891181529 -0.00016679090126370331 -0.013324438350971879 0.017474140137475582 -0.0023560311783178555 -0.015457722438111939 0.0045428648917058816 -0.013256784930203973 0.028531474770440435 -0.0011378718620027371 0.0044610464940611728 -0.0073844716995768488 0.0051341960218238324 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1826 2127 1427 64 2252 1681 3443 3719 177 112 1831 918 1032 1282 11182 509 567 2772 8251 278 987 2357 2680 21959 internal_value=-1.47342e-05 -0.000472323 -0.0004106 -0.00138524 -0.00271357 -0.00169799 -0.00852031 -0.00207492 -0.00269178 -0.0115144 -0.00489487 -0.00208971 -0.00261256 0.00193199 0.000536107 -0.0142108 -0.00178847 0.000166327 -0.00478719 0.000305847 3.58549e-05 -0.00138693 0.00050236 -0.00364006 -0.00616082 0.00745946 0.0024491 0.000697622 -0.00251607 0.00108229 internal_weight=326564 27717.1 27561.8 10248.4 7318.03 6228.66 1089.37 6108.57 5587.72 356.953 715.469 5230.77 4844.13 2930.38 2040.78 64.8462 4130.76 17313.3 474.288 16839.1 16226.6 5151.35 2801.9 2349.45 1686.48 612.427 302.214 11075.3 1183.97 9891.31 internal_count=1411860 122866 122229 44666 32111 26962 5149 26445 24318 1491 3323 22827 21146 12555 8836 289 17703 77563 1950 75613 73066 23281 11749 11532 8760 2547 1265 49785 5037 44748 is_linear=0 shrinkage=0.03 Tree=281 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 1 2 1 1 2 1 2 2 0 2 2 1 split_gain=6.63381 19.5992 16.2107 47.2341 45.3191 47.0325 28.9377 26.0715 31.096 26.0002 24.2875 18.7268 20.392 24.8916 30.4478 19.0501 17.3878 14.7446 14.4274 22.28 15.0657 13.8021 19.42 29.085 13.902 14.107 16.1225 13.6935 15.3029 14.3392 threshold=1.1054999828338625 42314.533203125007 49.500000000000007 271.27960205078131 1116.587829589844 1494.5967407226565 855.65197753906261 12925.947753906252 9353.3178710937518 12.500000000000002 525.85342407226574 6665.8681640625009 2580.519653320313 1.5000000000000002 -1.4999999999999998 3618.2971191406255 715.63015747070324 4814.8464355468759 2.5000000000000004 2134.5515136718755 15.500000000000002 -1.4999999999999998 2533.3342285156255 1.5000000000000002 1846.5046997070315 2134.5515136718755 48.500000000000007 177.71882629394534 157.04295349121097 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 27 6 -6 10 8 11 -10 -5 12 18 14 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464.85816612839699 371.96599555015564 520.96026971936226 341.4815040230751 14.971696168184279 83.565586864948273 386.96455127000809 386.00259825587273 79.717365741729736 1301.9945746958256 472.229945987463 110.96177060902119 280.77624076604843 225.24601839482784 171.49779631197453 35.070392832159996 329.2642826884985 81.011799931526184 14.73550210893154 298.30056044459343 296.15973627567291 406.35042096674442 889.61317482590675 42.990539878606796 21.521190695464611 leaf_count=8547 1288994 637 77563 2432 517 2113 1826 2127 1427 64 375 1681 1637 330 5656 2581 516 1317 926 691 142 1354 325 59 1197 1187 1631 3719 177 112 internal_value=-1.42966e-05 -0.000458375 -0.00039848 -0.00134431 -0.00263367 -0.00164735 -0.00828744 -0.00201305 -0.0026116 -0.011185 -0.00475478 -0.00202729 -0.0025347 -0.00440323 -0.00282476 -0.0100336 0.00428818 -0.000982346 -0.000506696 0.00444096 0.0115568 -0.00163669 -0.00310026 0.00994906 -0.00403963 -0.00579884 -0.00347791 0.00187405 0.000519976 -0.0138585 internal_weight=326553 27706.4 27551.2 10244.5 7314.22 6227.77 1086.45 6107.59 5586.63 356.453 714.488 5230.18 4843.22 2520.72 1968.77 551.947 194.527 1582.77 2322.49 431.814 206.568 1890.68 1425.82 95.7473 1330.08 1000.81 702.51 2930.26 2040.65 64.5117 internal_count=1411860 122866 122229 44666 32111 26962 5149 26445 24318 1491 3323 22827 21146 11521 8610 2911 891 6973 9625 1759 833 7866 5753 384 5369 4015 2818 12555 8836 289 is_linear=0 shrinkage=0.03 Tree=282 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 2 2 2 2 1 2 2 2 1 2 2 2 2 0 2 2 2 1 2 0 2 2 1 2 2 split_gain=6.24415 18.4545 15.2645 44.4728 42.8206 44.2374 27.5052 24.5369 29.3187 24.4341 23.3172 17.621 19.2395 12.951 12.9067 12.5048 42.1824 34.0448 15.9829 22.9719 46.8122 39.8072 19.7863 15.7036 17.8393 14.4755 27.6099 20.3348 18.5256 16.3549 threshold=1.1054999828338625 42314.533203125007 49.500000000000007 271.27960205078131 1116.587829589844 1494.5967407226565 855.65197753906261 12925.947753906252 9353.3178710937518 12.500000000000002 401.18936157226568 6665.8681640625009 3826.821655273438 4.5000000000000009 182.51656341552737 17336.302734375004 23400.180664062504 11541.221191406252 51.500000000000007 2748.945678710938 2580.519653320313 3673.2597656250005 -1.4999999999999998 13771.215820312502 51.500000000000007 4611.3833007812509 6665.8681640625009 2.5000000000000004 170.13991546630862 200.29206085205081 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 14 6 -6 10 8 11 -10 -5 12 13 -7 -1 17 -17 18 25 20 -20 22 -21 -19 -25 28 27 -27 -4 -30 right_child=-2 -3 15 4 5 7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 23 19 21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=0.0005531925085438317 2.6068227782995731e-05 -0.010762631049915131 -0.0015916218292941996 -0.012763069590300423 0.016421704072750169 -0.0022256376413523149 -0.014697426823767675 0.0042725032632620766 -0.012517325893862483 0.026540331881094614 -0.00100748990325902 0.0041902990480681144 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leaf_count=9037 1288994 637 8436 1071 517 15872 1826 2127 1427 64 2252 1681 3443 1831 3518 918 1032 1282 11182 509 567 2772 8251 727 538 1675 2680 168 3008 33818 internal_value=-1.38717e-05 -0.000444757 -0.000386646 -0.00130479 -0.00255664 -0.00159862 -0.00806047 -0.00195352 -0.0025345 -0.0108656 -0.00461844 -0.0019673 -0.00245993 -0.00167532 0.00181785 0.000156552 -0.00464657 0.000291941 2.99329e-05 -0.0013513 0.000482526 -0.00354163 -0.00599507 0.00723956 0.00237237 0.000671975 -0.00264803 -0.00859493 0.00102635 0.00166288 internal_weight=326548 27700.9 27545.8 10239.1 7308.96 6225.35 1083.61 6105.12 5584.05 355.937 713.552 5228.11 4840.83 4130.04 2930.13 17306.7 474.463 16832.2 16220.5 5147.22 2801.6 2345.62 1682.53 611.708 302.031 11073.3 1067.96 423.802 10005.4 8048.47 internal_count=1411860 122866 122229 44666 32111 26962 5149 26445 24318 1491 3323 22827 21146 17703 12555 77563 1950 75613 73066 23281 11749 11532 8760 2547 1265 49785 4523 1843 45262 36826 is_linear=0 shrinkage=0.03 Tree=283 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 2 2 2 2 1 2 2 2 1 1 2 2 0 2 2 0 0 2 2 1 2 1 1 2 1 split_gain=5.87812 17.3772 14.3692 41.866 40.4651 41.6108 26.1396 23.0886 27.6487 22.9681 22.3794 16.5772 18.737 24.0069 28.5741 18.0566 16.319 13.7164 13.6699 23.838 13.5678 13.4993 26.6339 13.4826 13.1203 20.922 14.269 12.9881 18.2758 27.4175 threshold=1.1054999828338625 42314.533203125007 49.500000000000007 271.27960205078131 1116.587829589844 1494.5967407226565 855.65197753906261 12925.947753906252 9353.3178710937518 12.500000000000002 525.85342407226574 6665.8681640625009 2580.519653320313 1.5000000000000002 -1.4999999999999998 3618.2971191406255 715.63015747070324 48.500000000000007 503.44865417480474 401.18936157226568 48.500000000000007 48.500000000000007 482.89285278320318 4814.8464355468759 2.5000000000000004 2134.5515136718755 15.500000000000002 -1.4999999999999998 2533.3342285156255 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 6 -6 10 8 11 -10 18 12 24 14 17 -15 20 -14 19 -5 -12 -21 -23 -16 27 -26 -27 -7 -29 -30 right_child=-2 -3 -4 4 5 7 -8 -9 9 -11 16 -13 13 15 23 -17 -18 -19 -20 21 -22 22 -24 -25 25 26 -28 28 29 -31 leaf_value=0.0017632567494408498 2.5286216135211614e-05 -0.010447419375453744 0.0001518960580194272 -0.012428521534951484 0.01592264362269925 0.0028341416632177109 -0.014330391931064579 0.0041435151183409572 -0.012163666279117188 0.025618105863832896 0.0023971007893738463 0.0040613571619310951 -0.014865544930770091 -0.022944093739397813 0.00044007963472969097 -0.0074866875674711566 -0.0033643172600638636 -0.0034617013738282246 -0.018314194876041769 0.01148539925734066 0.026552695761010648 0.0092668076621201263 -0.017951113789935826 -0.0068214538744550569 -0.0020514226479677123 0.014727842151911693 -0.0062724958697583334 -0.0038520766010955686 0.0028771683852025689 0.047392196624480937 leaf_weight=2930.2280245572329 298846.48730173777 155.02857665717602 17300.979320518672 218.34140348434448 120.28432799875736 464.76640786230564 368.18009065836668 521.16950449347496 340.28149871528149 15.124822974205015 42.896091818809509 387.58417305350304 219.75927966833115 79.526541262865067 1301.7319951802492 469.87747369706631 110.83294512331486 167.10690262913704 90.817757546901703 79.416879072785378 40.863069787621498 65.271550938487053 64.165727093815804 279.54080452024937 225.22855876386166 171.66224230825901 35.068110480904579 1329.9418623149395 81.009894624352455 14.714327767491339 leaf_count=12555 1288994 637 77563 1071 517 2113 1826 2127 1427 64 198 1681 901 330 5656 2581 516 736 434 354 177 281 292 1317 926 691 142 5369 325 59 internal_value=-1.34593e-05 -0.000431603 -0.000375214 -0.00126619 -0.00248136 -0.00155096 -0.00783963 -0.00189529 -0.00245901 -0.0105558 -0.00448606 -0.00190853 -0.0023866 -0.0041794 -0.00263158 -0.00972416 0.00418811 -0.00993965 -0.00774453 -0.00549751 0.0141817 0.00174834 -0.00422589 -0.00084363 -0.000443159 0.00427404 0.0111655 -0.00152103 -0.00294081 0.00971983 internal_weight=326538 27691.4 27536.4 10235.4 7305.16 6224.38 1080.79 6104.09 5582.92 355.406 712.605 5227.52 4839.93 2517.54 1968.14 549.404 194.592 386.866 518.013 427.196 83.7592 208.854 129.437 1581.27 2322.39 431.959 206.73 1890.43 1425.67 95.7242 internal_count=1411860 122866 122229 44666 32111 26962 5149 26445 24318 1491 3323 22827 21146 11521 8610 2911 891 1637 2432 1998 375 927 573 6973 9625 1759 833 7866 5753 384 is_linear=0 shrinkage=0.03 Tree=284 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 2 2 2 2 1 2 2 2 1 1 2 2 2 2 0 0 2 0 2 2 2 1 2 1 0 split_gain=5.53303 16.3635 13.5312 39.4234 38.2587 39.1463 24.8173 21.7308 26.0704 21.595 21.1171 15.5995 17.6541 22.7497 26.8415 17.0144 15.3321 12.9798 22.5355 12.8895 12.7257 12.7153 12.6849 25.15 12.3817 35.6418 23.4287 15.2737 14.6333 14.5093 threshold=1.1054999828338625 42314.533203125007 49.500000000000007 271.27960205078131 1116.587829589844 1494.5967407226565 855.65197753906261 12925.947753906252 9353.3178710937518 12.500000000000002 525.85342407226574 6665.8681640625009 2580.519653320313 1.5000000000000002 -1.4999999999999998 3618.2971191406255 715.63015747070324 503.44865417480474 401.18936157226568 48.500000000000007 48.500000000000007 4814.8464355468759 48.500000000000007 482.89285278320318 2134.5515136718755 1896.9642333984377 2.5000000000000004 1682.390319824219 1.5000000000000002 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 -6 10 8 11 -10 17 12 24 14 19 -15 20 18 -5 -14 -12 -16 -20 -24 25 27 29 28 -7 -26 right_child=-2 -3 -4 4 5 7 -8 -9 9 -11 16 -13 13 15 21 -17 -18 -19 22 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0017101416261454587 2.452764415248699e-05 -0.010141753933459046 0.00014733915585369192 -0.012102178730214262 0.015440558615559943 -0.0012825707887813087 -0.013971790805547092 0.0040184783408767407 -0.011820215416582416 0.024739771636200582 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479.89515399932861 38.140371546149254 565.56381799280643 leaf_count=12555 1288994 637 77563 1071 517 529 1826 2127 1427 64 198 1681 901 330 5656 2581 516 434 354 736 177 1317 281 292 1972 1792 833 1993 174 2332 internal_value=-1.30598e-05 -0.00041879 -0.00036408 -0.00122902 -0.0024091 -0.00150519 -0.00762803 -0.00183937 -0.00238659 -0.0102552 -0.00436056 -0.0018522 -0.00231637 -0.00405761 -0.00255287 -0.00946707 0.00406198 -0.00753325 -0.00534444 -0.00963123 0.0137378 -0.000818664 0.00169592 -0.0041069 -0.000429967 -0.00279081 0.00160298 0.00168423 -0.00624608 -0.000229829 internal_weight=326532 27685.6 27530.7 10229.7 7299.07 6221.52 1077.55 6101.2 5579.94 354.864 711.224 5225.08 4837.2 2515.38 1967.95 547.423 194.605 516.619 426.298 387.27 83.8692 1580.68 208.783 129.213 2321.82 1074.28 1247.55 643.023 163.128 1040.71 internal_count=1411860 122866 122229 44666 32111 26962 5149 26445 24318 1491 3323 22827 21146 11521 8610 2911 891 2432 1998 1637 375 6973 927 573 9625 4488 5137 2696 703 4304 is_linear=0 shrinkage=0.03 Tree=285 num_leaves=31 num_cat=0 split_feature=1 2 0 3 2 1 0 0 2 2 2 0 1 1 0 2 2 2 1 2 2 0 2 0 2 1 2 0 0 1 split_gain=5.66793 15.4074 16.9385 7.45943 7.98507 13.5447 9.28993 6.9247 34.5588 29.0436 21.4056 17.5844 21.2711 19.5064 17.1836 14.3311 10.7417 10.4598 11.1792 23.3774 14.1667 11.1633 9.66578 18.8198 10.3908 9.03629 8.92875 48.8196 22.4182 22.2998 threshold=-13.499999999999998 252.50982666015628 9.5000000000000018 10.80550003051758 71819.058593750015 -58.499999999999993 2.5000000000000004 23.500000000000004 14993.919433593752 855.65197753906261 19411.564453125004 13.500000000000002 -27.499999999999996 -33.499999999999993 63.500000000000007 68603.160156250015 492.61546325683599 89063.015625000015 -21.499999999999996 23400.180664062504 32666.960937500004 18.500000000000004 9801.5458984375018 19.500000000000004 955.99880981445324 -26.499999999999996 8374.6435546875018 36.500000000000007 46.500000000000007 -19.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 -5 -7 8 9 16 26 12 -10 -13 25 -14 -4 18 19 -15 21 -20 24 -24 -11 -12 28 -28 -9 -30 right_child=-2 2 7 4 -6 6 -8 10 11 22 14 13 15 17 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.0091534509050207481 -4.3504489014967526e-05 0.015803699617717902 0.01504969136909607 -0.032782831213966392 0.010508794966923096 0.023114087970109092 0.0010727230873847633 0.0039161328196645421 -0.016359117631752105 0.019972161957114286 0.020585199324489319 0.016014353123234654 0.014420001425106835 -0.051871251994150151 0.028754000924115255 -0.011047979984485879 -0.019338993003213466 0.00093072270788356734 0.014073600416090079 -0.015848406904221887 -0.020874039168897244 -0.010621731851345507 0.016182570868331914 -0.023775242599759917 0.0010407419248343022 0.0030215901893854489 -0.019243075360271231 0.011649976439200526 -0.01306711595088679 0.0013512311950693112 leaf_weight=207.29366587102413 323595.74032831658 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-19.499999999999996 14993.919433593752 755.62243652343761 563.99078369140636 31.500000000000004 955.99880981445324 -25.499999999999996 19.500000000000004 8714.5634765625018 -24.499999999999996 26.500000000000004 18.500000000000004 24.500000000000004 13.500000000000002 -27.499999999999996 -34.499999999999993 68603.160156250015 -23.499999999999996 99992.636718750015 9801.5458984375018 11.500000000000002 -16.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 -3 9 8 -8 10 11 12 -4 19 27 -16 17 -17 -18 -12 21 22 -11 -23 -24 -22 -25 28 -15 -20 right_child=-2 2 6 4 -6 -7 7 -9 -10 20 13 -13 -14 14 15 16 18 -19 29 -21 25 23 24 26 -26 -27 -28 -29 -30 -31 leaf_value=0.0089188345776749778 -4.2199282535744129e-05 -0.011996009814606761 0.0032777260520906503 0.030425818458895651 0.0036967793931109451 0.019132218874300971 -0.0096879837566983262 0.015108058627303014 0.0034630983624534734 -0.01571356530579706 0.0027012053668724161 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19.58242329955101 leaf_count=1092 1394307 43 490 909 3181 365 1295 964 1651 324 183 240 143 65 902 113 306 1529 79 180 127 117 413 1116 118 402 127 360 966 84 internal_value=-3.04494e-05 0.00122359 0.000661538 0.00592189 0.00439484 0.0154624 -0.000307509 0.00202008 -0.00208961 -0.00136655 0.00138286 -0.00760695 -0.00248934 0.00319202 0.00216707 -0.000178142 -0.00289764 0.00266272 -0.0200578 0.0152914 -0.00614504 -0.00805888 -2.9789e-05 -0.0118512 0.00752415 0.000935274 -0.0135866 0.008427 0.00511306 -0.0347973 internal_weight=326628 3031.99 2825.61 439.553 378.906 60.6471 2386.05 746.148 567.842 1639.91 1040.96 174.393 128.062 866.571 798.896 581.168 414.579 313.12 101.459 67.6752 598.942 471.495 151.257 320.238 102.088 127.447 300.809 217.728 166.729 36.6992 internal_count=1412191 17884 16792 4498 4090 408 12294 3910 2946 8384 5640 873 633 4767 4404 3013 2111 1642 469 363 2744 2215 855 1360 531 529 1243 1391 1031 163 is_linear=0 shrinkage=0.03 Tree=287 num_leaves=31 num_cat=0 split_feature=1 1 2 0 3 2 1 0 2 0 2 2 2 0 1 0 2 2 2 2 0 1 2 2 2 1 2 1 0 0 split_gain=5.29308 5.03953 13.778 15.1195 6.7854 7.57798 12.4835 8.91467 6.46868 6.25893 27.9351 22.1385 16.5752 22.3914 13.6462 8.40688 10.3549 9.49399 7.76379 10.4708 7.13139 58.276 7.3502 11.3139 11.7105 9.39621 8.08354 12.8219 10.9715 7.0681 threshold=92.000000000000014 -13.499999999999998 252.50982666015628 9.5000000000000018 10.80550003051758 71819.058593750015 -58.499999999999993 2.5000000000000004 3407.3515625000005 22.500000000000004 20021.907226562504 799.78054809570324 24156.202148437504 32.500000000000007 -33.499999999999993 13.500000000000002 68603.160156250015 22629.428710937504 27583.159179687504 52483.353515625007 10.500000000000002 -36.499999999999993 18300.850585937504 14993.919433593752 9801.5458984375018 -23.499999999999996 5808.2832031250009 -14.499999999999998 14.500000000000002 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 -1 4 8 6 -6 -8 -4 10 11 -5 29 18 -12 16 -16 -17 -14 -20 21 -13 23 24 26 -25 27 -22 -28 -11 right_child=-2 -3 3 9 5 -7 7 -9 -10 12 14 20 13 -15 15 17 -18 -19 19 -21 22 -23 -24 25 -26 -27 28 -29 -30 -31 leaf_value=0.0086894993188702235 -0.020421958270014265 -4.021179757098562e-05 -0.011556387748099479 -0.016828043254305054 -0.031173206680988622 0.010155839921029456 0.022790788712807972 0.0009328381717566192 0.018753953783894092 0.00071795465040933265 0.010439633825987508 -0.071668351359433877 0.020035740279407938 0.020583285428454869 0.012108094086529209 -0.03546585003531131 -0.013562768595354444 -0.012321458134668048 -0.014126973832807279 0.0075518183486307172 0.0094836131152354324 0.012488704388013966 0.018733732492968058 -0.021305723137755944 0.013136745528698182 0.0018302397819893316 -0.03442019363952338 -0.019011923918673682 -0.0014650651415699643 -0.004993087689573867 leaf_weight=205.48415574431419 11.455068580806254 323584.72017601505 7.1984287425875655 52.337065406143665 10.272934675216673 129.62194357533008 18.183460479602218 219.61098290234804 52.947410326218233 1108.1294306814671 28.038906261324883 9.8724044188857061 13.961803585290907 85.06815230846405 27.355605199933052 17.267803505063057 29.276988625526428 209.24757355451584 43.753754295408726 37.015493616461754 126.2498921006918 29.635547295212746 31.474809549748898 27.084899738430977 126.57928460091352 37.913851231336594 10.241377674043177 16.014254942536354 81.017422199249268 236.6955009996891 leaf_count=1092 204 1394103 43 272 135 1921 321 1713 365 5777 172 66 57 481 144 71 128 865 180 155 705 170 177 171 766 192 59 82 450 1154 internal_value=-2.95284e-05 -2.88132e-05 0.00118947 0.000643368 0.00576756 0.00427721 0.00120547 0.00260425 0.0151263 -0.000297628 -0.00234468 0.00172912 0.000856531 0.00941129 -0.00952415 -0.0115011 -0.00116281 -0.0140858 -0.000621114 -0.00419187 0.00368691 -0.0085408 0.00474499 0.00370925 0.00578857 -0.00781049 0.00180555 0.00627595 -0.0051634 -0.000287216 internal_weight=326624 326612 3027.55 2822.07 437.835 377.689 248.067 237.794 60.1458 2384.23 859.608 548.421 1524.62 179.799 311.187 283.148 56.6326 226.515 94.7311 80.7692 496.084 39.508 456.576 425.101 360.102 64.9988 233.523 142.264 91.2588 1344.82 internal_count=1412191 1411987 17884 16792 4498 4090 2169 2034 408 12294 4490 3110 7804 873 1380 1208 272 936 392 335 2838 236 2602 2425 2062 363 1296 787 509 6931 is_linear=0 shrinkage=0.03 Tree=288 num_leaves=31 num_cat=0 split_feature=1 1 2 0 2 2 2 1 2 0 0 2 2 1 2 0 1 2 2 2 2 2 2 0 2 2 0 2 0 1 split_gain=4.95439 10.7798 16.4535 5.59932 17.3226 10.5864 8.81997 4.73912 13.028 14.3243 11.5961 32.1938 23.0125 16.2996 15.6777 21.3585 9.653 18.9585 12.909 9.56569 7.52197 7.31027 9.84976 7.28435 6.8861 6.83196 6.63765 16.6981 28.369 14.9376 threshold=79.500000000000014 75.500000000000014 14362.723632812502 97.500000000000014 58311.849609375007 83842.167968750015 4814.8464355468759 -13.499999999999998 252.50982666015628 13.500000000000002 22.500000000000004 14362.723632812502 2449.139526367188 -33.499999999999993 24156.202148437504 32.500000000000007 -21.499999999999996 23400.180664062504 32666.960937500004 99992.636718750015 9801.5458984375018 27583.159179687504 52483.353515625007 1.5000000000000002 45446.361328125007 3673.2597656250005 55.500000000000007 8374.6435546875018 37.500000000000007 -24.499999999999996 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 3 -3 7 6 -6 -5 8 -1 23 11 12 -11 -13 26 21 17 -15 -18 -20 25 -16 -23 -10 -19 -14 27 -12 29 -29 right_child=-2 2 -4 4 5 -7 -8 -9 9 10 14 13 20 16 15 -17 18 24 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0084653480342630049 -0.010385211829649545 -0.0078238351819985199 0.040400790633456862 -0.0035933555802442189 -0.040930414134670835 -0.010099478765002542 0.019908739052883522 -3.7246213113178494e-05 0.030402493388981527 -0.010101355369724207 0.0026109372366830298 0.014847443792574098 0.013912362541567079 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66 420 138 1393040 954 516 4699 119 197 101 57 481 293 180 345 70 605 180 155 4933 92 583 1154 71 369 638 internal_value=-2.8636e-05 -2.73179e-05 0.0193328 -2.88523e-05 -0.00583007 -0.0139548 0.00699051 -2.61922e-05 0.00115594 0.000625456 -0.000575424 -0.00403656 0.00215754 -0.0115883 0.000831421 0.00917315 -0.0135764 -0.021691 -0.00945224 -0.0163024 0.00712222 -0.000602531 -0.00406677 0.00443329 -0.0132996 0.00263922 -0.000278543 0.000696644 -0.00639018 -0.0134315 internal_weight=326620 326579 25.8822 326553 149.672 91.6143 58.058 326403 3023.89 2819.28 2143.34 619.424 340.302 279.122 1523.91 178.962 259.599 87.4787 172.12 101.535 242.21 94.704 80.7541 675.947 64.2749 140.898 1344.95 1107.77 235.593 161.642 internal_count=1412191 1411837 117 1411720 796 486 310 1410924 17884 16792 10905 3101 1901 1200 7804 873 1081 373 708 415 1385 392 335 5887 272 780 6931 5777 1078 709 is_linear=0 shrinkage=0.03 Tree=289 num_leaves=31 num_cat=0 split_feature=1 1 0 0 2 2 2 2 0 2 0 0 1 2 2 1 2 0 2 0 0 0 0 0 0 0 2 2 0 0 split_gain=4.68115 10.2328 15.9921 5.28031 16.3585 10.3107 8.25354 4.62197 16.7995 15.6651 29.9005 103.716 33.3205 35.9873 33.2752 34.5239 33.245 61.8141 31.367 28.8378 33.3388 31.6801 35.8121 29.4536 29.2531 28.561 28.3753 24.9482 35.8548 33.3741 threshold=79.500000000000014 75.500000000000014 85.500000000000014 97.500000000000014 58311.849609375007 83842.167968750015 4814.8464355468759 555.07958984375011 88.500000000000014 3673.077514648438 45.500000000000007 38.500000000000007 -6.4999999999999991 1748.5217285156252 2623.7399902343755 2.5000000000000004 1748.5217285156252 47.500000000000007 674.87377929687511 79.500000000000014 90.500000000000014 61.500000000000007 52.500000000000007 67.500000000000014 75.500000000000014 2.5000000000000004 563.99078369140636 1572.3760986328127 28.500000000000004 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 7 6 -6 -5 8 -1 10 11 25 -13 -14 -15 -16 17 -12 19 21 -21 22 -19 26 -25 -9 -23 28 -27 -29 right_child=-2 2 -4 4 5 -7 -8 9 -10 -11 16 12 13 14 15 -17 -18 18 -20 20 -22 23 -24 24 -26 27 -28 29 -30 -31 leaf_value=-0.00024999029287621022 -0.01011506833034952 -0.0044620471108685143 0.042903250675341474 -0.0034892745123125783 -0.040506449420346161 -0.0098123284678420953 0.019222727790902536 -0.01901284088900421 0.017075420272601109 -0.00013019586034824368 -0.0074789601419936423 0.010859611644630804 0.0050485969824714981 -0.0010869297990431495 0.0020048548921854548 0.0088635979514301421 0.00036968030678451858 0.015276978036729203 -0.0016931434239704545 -0.0063553642891588146 0.030592056775767221 -0.019045615016830487 -0.0029519389946818576 -0.0061890244918704996 0.0087704075505144804 0.0011831674064860874 0.029550779251073231 0.0021978648859142949 -0.0020684005836204633 -0.0014918416992917248 leaf_weight=71825.592679485679 41.399062536656857 12.998412400484087 12.66762515902519 31.878839373588562 11.231983408331869 80.030902069061995 26.26454371213913 70.547973683103919 50.405254632234573 170796.35769099975 1433.4804599285126 489.98213953524828 4378.9611408412457 2640.8130697011948 4244.5665246844292 782.22397540509701 20393.557868644595 113.8180935382843 7802.7010234966874 417.16334871947765 23.202301219105721 12.359056428074835 656.2441680431366 142.91174931824207 665.50105048716068 20409.329829126596 86.48463998734951 2670.0378926992416 3588.834267988801 12703.781931981444 leaf_count=305479 354 57 60 172 66 420 138 404 232 749189 6446 2758 18235 10870 17474 3142 84014 488 33391 1794 101 52 2732 598 2793 88834 359 12662 15029 53848 internal_value=-2.77735e-05 -2.64947e-05 0.0189154 -2.79835e-05 -0.00566653 -0.0135899 0.0067702 -2.54025e-05 -0.00023784 3.45888e-05 0.000370738 0.000813805 0.00319078 0.00287885 0.00163971 0.00307215 -0.000354681 -0.00165576 -0.000814321 0.00242374 -0.00440865 0.00421753 -0.000257637 0.00801596 0.00612587 5.8301e-05 0.0234745 9.24733e-05 0.000696908 -0.000851034 internal_weight=326615 326574 25.666 326548 149.406 91.2629 58.1434 326399 71876 254523 83726.5 51979.1 12536.5 12046.6 7667.6 5026.79 31747.4 11353.9 9920.39 2117.68 440.366 1677.32 770.062 907.256 808.413 39442.5 98.8437 39372 23998.2 15373.8 internal_count=1412191 1411837 117 1411720 796 486 310 1410924 305711 1105213 356024 223256 52479 49721 31486 20616 132768 48754 42308 8917 1895 7022 3220 3802 3391 170777 411 170373 103863 66510 is_linear=0 shrinkage=0.03 Tree=290 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 1 2 0 0 0 2 1 0 0 1 2 2 2 2 2 2 2 2 2 1 0 2 2 0 1 split_gain=7.64552 51.6318 50.1139 25.8613 24.7507 20.6098 23.571 20.3674 20.3058 30.6816 85.083 31.2835 23.8084 18.9924 29.483 41.3656 72.2152 35.5432 46.5757 24.4733 51.1394 24.5774 22.5995 84.7459 22.5574 22.5351 90.0345 84.8844 50.7468 43.7219 threshold=89063.015625000015 58.500000000000007 1.5000000000000002 64.500000000000014 39.500000000000007 1.0000000180025095e-35 94085.273437500015 44.500000000000007 21.500000000000004 4.5000000000000009 99992.636718750015 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 56232.490234375007 50102.638671875007 2799.732299804688 6368.3278808593759 23400.180664062504 14054.634277343752 12925.947753906252 28435.229492187504 30543.693359375004 -1.4999999999999998 18.500000000000004 10537.723632812502 3061.900268554688 4.5000000000000009 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=13 2 5 -3 8 6 -2 -6 9 10 11 -4 -12 14 19 16 17 -16 -19 20 21 -1 -20 -24 -23 26 27 29 -29 -15 right_child=1 3 4 -5 7 -7 -8 -9 -10 -11 12 -13 -14 25 15 -17 -18 18 22 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0025147609161437347 -0.055598716652758645 0.015807525685760892 0.0030882272760797014 0.0026340086559594597 -0.021444430920921895 -0.0017369268129119077 0.017004152130682265 -0.0044677118044921171 0.0023736324149796653 -0.0025578319475272602 0.0036412628366004726 -0.012592918722505527 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leaf_count=6583 67 628 775 11261 394 454 11480 800 5328 39391 13421 2422 11994 52979 183 1921 1097 435 3665 3439 1251 109 96 766 400 1004437 135958 7237 50544 42189 internal_value=1.30038e-05 -0.000553379 -0.00114739 0.00333326 -0.00136236 0.0108697 0.0156649 -0.0101001 -0.00121373 -0.00151578 0.000187712 -0.00947939 0.00152935 5.02164e-05 -0.00263076 -0.00526436 -0.00853447 -0.00469144 -0.00335958 0.00163883 0.00629725 0.00022901 -0.00615523 0.00494519 -0.0277968 7.10285e-05 0.000563547 -0.000485141 -0.00236035 0.00068906 internal_weight=326474 20127.7 17459.3 2668.36 17152.5 306.834 222.283 286.884 16865.6 15555.8 5904.08 719.534 5184.55 306347 2359.81 1459.53 1028.39 833.594 796.764 900.28 477.099 345.296 693.709 133.34 26.0382 303987 65574.1 34695.9 13360 21336 internal_count=1411704 98415 86526 11889 74525 12001 11547 1194 73331 68003 28612 3197 25415 1313289 19945 8163 6242 5145 4962 11782 8343 7092 4527 862 509 1293344 288907 152949 57781 95168 is_linear=0 shrinkage=0.03 Tree=291 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 1 2 0 0 0 2 1 0 0 1 2 2 2 2 2 2 2 2 0 3 0 0 2 3 3 split_gain=7.19618 48.6157 47.6041 24.4976 23.3288 19.8461 21.7551 19.2981 19.1094 28.8598 80.2379 29.5326 22.445 17.9166 27.868 39.1717 69.3298 34.0767 43.8039 23.0939 49.013 22.5796 21.6439 54.019 44.5729 43.0015 38.9651 75.5034 33.3019 41.7981 threshold=89063.015625000015 58.500000000000007 1.5000000000000002 64.500000000000014 39.500000000000007 1.0000000180025095e-35 94085.273437500015 44.500000000000007 21.500000000000004 4.5000000000000009 99992.636718750015 1.0000000180025095e-35 2.5000000000000004 2.5000000000000004 1.0000000180025095e-35 56232.490234375007 50102.638671875007 2799.732299804688 6368.3278808593759 23400.180664062504 14054.634277343752 12925.947753906252 52483.353515625007 4.5000000000000009 10.80550003051758 86.500000000000014 3.5000000000000004 65050.789062500007 2.6375000476837163 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 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142.65275847166777 2525.2163693159819 94.821676820516586 84.480079598724842 214.64966778084636 191.67076613008976 1310.1489751338959 9650.8098525926471 2489.8876628987491 575.092648640275 2691.2338582724333 293089.77494876832 36.281720653176308 431.17731559276581 192.2574846893549 103.40294595062733 691.51670949906111 424.12318305391818 129.97857686225325 26.693365499377251 447.44315088167787 245.04021641612053 605.39286113902926 335.97867225110531 820.40843719244003 907.77547068148851 5486.6845212131739 2030.6869713142514 leaf_count=6583 67 628 775 11261 394 454 11480 800 5328 39391 13421 2422 11994 1245078 183 1921 1097 435 4527 3439 1251 509 2114 1007 2628 1443 4609 5821 22335 8309 internal_value=1.26169e-05 -0.000537039 -0.00111353 0.00323598 -0.00132197 0.0106654 0.0154311 -0.00981088 -0.00117772 -0.00147089 0.000182228 -0.00921832 0.00148449 4.87123e-05 -0.00255838 -0.00512514 -0.00832053 -0.00456531 -0.0032676 0.00159237 0.0061326 0.00022372 6.89035e-05 0.00138283 0.000325942 0.00091292 0.00561102 0.00248726 0.000458119 0.00350919 internal_weight=326439 20115.9 17449.7 2666.19 17146.3 303.431 218.951 286.492 16859.8 15549.7 5898.87 717.745 5181.12 306323 2354.16 1454.64 1023.46 831.201 794.92 899.527 475.403 345.425 303969 10879.4 8703.78 8098.39 2175.63 1355.22 7762.41 2275.73 internal_count=1411704 98415 86526 11889 74525 12001 11547 1194 73331 68003 28612 3197 25415 1313289 19945 8163 6242 5145 4962 11782 8343 7092 1293344 48266 35722 33094 12544 7935 31651 9316 is_linear=0 shrinkage=0.03 Tree=292 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 2 1 0 1 2 1 0 1 2 2 2 2 2 2 2 2 0 2 2 0 1 0 2 0 2 split_gain=6.77329 45.8768 45.1888 31.539 21.1483 75.6678 27.88 21.1586 19.1046 20.1495 16.9045 16.8991 26.3329 37.0852 66.5635 32.6808 41.1964 21.7895 46.9699 21.4274 77.3627 21.0801 84.2667 79.862 47.7421 41.1664 62.4285 39.7096 37.2871 173.524 threshold=89063.015625000015 60.500000000000007 1.5000000000000002 64.500000000000014 4.5000000000000009 99992.636718750015 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 94085.273437500015 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 56232.490234375007 50102.638671875007 2799.732299804688 6368.3278808593759 23400.180664062504 14054.634277343752 28435.229492187504 30543.693359375004 18.500000000000004 10537.723632812502 3061.900268554688 4.5000000000000009 1.0000000180025095e-35 14.500000000000002 855.65197753906261 12.500000000000002 16861.583007812504 decision_type=2 2 2 2 2 2 2 2 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 8 -3 5 6 -4 -7 9 -2 -6 12 17 14 15 -14 -17 18 -1 -18 -21 22 23 25 -25 -13 -27 -28 29 -24 right_child=1 3 4 -5 10 7 -8 -9 -10 -11 -12 21 13 -15 -16 16 19 -19 -20 20 -22 -23 28 24 -26 26 27 -29 -30 -31 leaf_value=0.00021769690270855306 -0.047664491686249297 0.018833235613590373 0.0029143927373845636 0.0024813051697743765 -0.0020022781611037889 0.0034362380554186557 -0.011914688313965261 -0.00040227899294197772 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8343 4527 862 1293344 288907 152949 57781 95168 42189 15839 135958 91467 is_linear=0 shrinkage=0.03 Tree=293 num_leaves=31 num_cat=0 split_feature=0 2 2 0 3 1 1 2 0 1 2 0 0 2 0 0 1 1 0 0 0 1 0 2 2 0 0 0 0 1 split_gain=6.72313 39.5374 32.4175 54.3843 36.0825 34.186 30.3127 26.641 47.4889 39.8751 26.1269 49.4457 27.3969 24.5346 24.9161 42.7801 36.9003 36.4138 35.6009 30.0081 25.3388 24.6193 24.555 86.1045 66.264 58.7064 39.5444 38.827 36.6984 32.2722 threshold=50.500000000000007 3751.9816894531255 3673.077514648438 51.500000000000007 7.7119998931884775 2.5000000000000004 1.0000000180025095e-35 5681.6511230468759 74.500000000000014 -21.499999999999996 65050.789062500007 85.500000000000014 55.500000000000007 3118.6667480468755 59.500000000000007 63.500000000000007 1.0000000180025095e-35 -6.4999999999999991 67.500000000000014 56.500000000000007 55.500000000000007 -34.499999999999993 56.500000000000007 2902.4506835937505 2848.0100097656255 53.500000000000007 61.500000000000007 64.500000000000014 57.500000000000007 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 13 5 -5 -4 -6 8 -3 -9 11 -11 -12 21 19 16 -16 -17 -19 20 -15 -2 23 -23 -24 -25 28 -28 -26 -27 right_child=1 7 3 4 6 -7 -8 9 -10 10 12 -13 -14 14 15 17 -18 18 -20 -21 -22 22 24 25 26 29 27 -29 -30 -31 leaf_value=-6.8210320633032331e-05 -0.032821637464134981 0.0039772450213347785 0.0030107087016573715 -0.0035725108391163963 -0.0027148358230435479 -0.015804604677697117 0.021157826593207807 0.029540306733099739 -0.0040379237062697316 0.00072728060971445694 -0.013346491895216847 -0.0038124332049083794 0.0032422581734764316 0.0021958776592857173 0.0038386444620776578 -0.029357359734019026 -0.0069399853045329562 0.013701829581452029 0.0014967183670298865 0.0085868177689512083 -0.019247582885241737 0.00038598294313765851 -0.00031108855422410986 -0.019431813231185858 -0.0019235484220768298 0.023988113227557461 0.010680561309575643 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58.7581 37.2908 threshold=89063.015625000015 60.500000000000007 1.5000000000000002 64.500000000000014 4.5000000000000009 99992.636718750015 1.0000000180025095e-35 2.5000000000000004 1.0000000180025095e-35 94085.273437500015 70.500000000000014 18.500000000000004 2.5000000000000004 1.0000000180025095e-35 56232.490234375007 50102.638671875007 2799.732299804688 6368.3278808593759 23400.180664062504 14054.634277343752 12925.947753906252 28435.229492187504 30543.693359375004 18.500000000000004 10537.723632812502 3061.900268554688 4.5000000000000009 1.0000000180025095e-35 14.500000000000002 855.65197753906261 decision_type=2 2 2 2 2 2 2 2 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 8 -3 5 6 -4 -7 9 -2 -5 -6 13 18 15 16 -15 -18 19 20 -1 -19 -23 24 25 27 -27 -14 -29 -30 right_child=1 3 4 10 11 7 -8 -9 -10 -11 -12 -13 23 14 -16 -17 17 21 -20 -21 -22 22 -24 -25 -26 26 -28 28 29 -31 leaf_value=0.0023697134729669909 -0.044374846534893347 0.018303240994209248 0.0028329668595767693 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126.44798887614161 27.306400598958135 18.2381721585989 115.34394786506891 238399.72892285138 30853.837540689856 1464.7935785874724 11898.074883282185 6136.0771104544401 2775.4051968455315 989.01109392940998 leaf_count=6583 67 499 775 274 45991 13421 2422 11994 454 11480 10987 51 52979 183 1921 1097 435 3665 3439 1251 509 96 766 1004437 135958 7237 50544 26350 11725 4114 internal_value=1.15252e-05 -0.000516085 -0.00104301 0.00298156 -0.00123861 0.000173766 -0.00871527 0.00140062 0.0102636 0.0149654 0.00231271 -0.00197631 4.61352e-05 -0.00241754 -0.00485465 -0.00790488 -0.00431983 -0.00308783 0.0015047 0.00581744 0.000213235 -0.0056708 0.00481278 6.51268e-05 0.000529196 -0.000455218 -0.00221889 0.000650396 -0.000723265 0.00222742 internal_weight=326367 20091 17460.5 2630.46 17163.6 5888.86 714.201 5174.65 296.921 212.58 2520.44 11274.7 306276 2342.91 1445.03 1013.78 826.513 791.325 897.88 471.944 345.496 687.291 133.582 303933 65533.1 34679.3 13362.9 21316.4 9900.49 3764.42 internal_count=1411704 98415 86655 11760 74654 28612 3197 25415 12001 11547 11261 46042 1313289 19945 8163 6242 5145 4962 11782 8343 7092 4527 862 1293344 288907 152949 57781 95168 42189 15839 is_linear=0 shrinkage=0.03 Tree=295 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 2 0 3 2 0 2 2 2 1 0 2 2 0 2 1 2 0 2 0 0 2 2 2 split_gain=7.39729 6.26597 9.68394 7.17962 7.00509 11.5692 7.64415 18.3907 11.4398 6.65624 5.87906 10.3731 5.69279 5.47291 4.9448 9.39663 6.64995 6.22228 6.85154 9.16711 7.40089 5.5212 4.42232 4.18459 38.1945 27.9598 26.1576 36.7205 26.1168 25.6516 threshold=94.500000000000014 4086.971069335938 4520.4785156250009 6815.6660156250009 8931.5649414062518 12925.947753906252 20654.361328125004 23400.180664062504 96.500000000000014 21.500000000000004 3290.9838867187505 96.500000000000014 11031.315917968752 3673.077514648438 42314.533203125007 1.0000000180025095e-35 96.500000000000014 50102.638671875007 89063.015625000015 97.500000000000014 54479.306640625007 -1.4999999999999998 43864.599609375007 50.500000000000007 52483.353515625007 55.500000000000007 57.500000000000007 10798.300781250002 17792.297851562504 246.96897125244143 decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 -5 12 8 -8 -7 -2 11 -11 -6 -12 15 -9 -17 22 19 20 -19 -20 -16 -1 26 -26 27 -25 -29 -28 right_child=1 2 3 4 5 6 7 14 -10 10 13 -13 -14 -15 17 16 -18 18 21 -21 -22 -23 -24 24 25 -27 29 28 -30 -31 leaf_value=-4.8599984525044335e-05 -0.00438983081807674 -0.020355021576376236 0.015906211380660111 -0.027468539407189477 0.0031224608876008102 -0.020122842224745398 0.034322889972784688 0.0058824406442262176 0.012470318046775907 -0.019952282197498332 0.023860109721290941 0.01571579440655179 0.033706907183804244 0.0064337279622581674 -0.0039988712721379807 -0.010045410787486667 -0.031594218295844502 -0.023765004452528056 -0.021742188007162759 -0.036943929801676677 0.002104957498892771 -0.0016587065371134915 0.017310140596536426 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-0.0138616 0.002302 0.00698143 -0.00443045 0.0182983 0.0110998 -0.00355423 -0.0102777 -0.0164008 -0.00253303 -0.00337428 -0.0133667 -0.00703437 -0.00219961 0.00929714 1.43875e-05 0.000198271 0.00291957 4.60115e-05 0.000718901 0.00384263 -0.000399295 internal_weight=326155 994.304 802.996 772.62 755.113 744.272 722.361 659.914 62.4476 191.308 112.582 29.8549 21.9105 82.7274 648.168 85.4667 61.9816 562.701 525.344 55.2608 43.5612 470.083 37.3573 325161 82962.6 4395.9 78566.7 31288.1 3056.1 47278.6 internal_count=1410741 4672 3784 3629 3545 3495 3392 3099 293 888 519 133 103 386 3044 396 300 2648 2483 259 192 2224 165 1406069 351149 19013 332136 134863 12686 197273 is_linear=0 shrinkage=0.03 Tree=296 num_leaves=31 num_cat=0 split_feature=0 2 2 2 3 2 2 2 2 2 2 2 0 2 1 0 2 2 0 2 1 2 0 2 2 2 0 2 1 2 split_gain=6.96912 5.90248 9.21926 6.73612 6.26904 5.53652 9.82634 5.21643 5.10276 14.4267 7.21491 17.1524 10.8065 4.6962 8.91308 6.43842 5.85118 6.50286 8.86604 7.02434 5.12602 4.14734 3.97543 68.2355 91.4943 35.6517 46.0862 142.917 95.6614 33.9115 threshold=94.500000000000014 4086.971069335938 4520.4785156250009 6815.6660156250009 21.500000000000004 3290.9838867187505 2272.6494140625005 3673.077514648438 10270.009765625002 12925.947753906252 20654.361328125004 23400.180664062504 96.500000000000014 42314.533203125007 1.0000000180025095e-35 96.500000000000014 50102.638671875007 89063.015625000015 97.500000000000014 54479.306640625007 -1.4999999999999998 43864.599609375007 12.500000000000002 16861.583007812504 11270.709472656252 79002.019531250015 2.5000000000000004 17792.297851562504 -1.0000000180025095e-35 14993.919433593752 decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 -2 6 -6 -7 -5 -10 12 -12 -11 14 -13 -16 21 18 19 -18 -19 -15 23 24 -1 26 27 28 -25 -26 right_child=1 2 3 8 5 7 -8 -9 9 10 11 13 -14 16 15 -17 17 20 -20 -21 -22 -23 -24 25 29 -27 -28 -29 -30 -31 leaf_value=-0.00062132499736392715 -0.0042607956186397969 -0.019914081507190252 0.015357017576408965 -0.020529272344453609 0.017677829676169779 0.023281902729341334 -0.017800515269016229 0.0062345369238945916 0.023974899898149174 -0.019590701174540631 0.032942517144542965 0.0057105204182250563 0.012044675315135304 -0.0038821230721226159 -0.0097781686680578073 -0.031101156585106687 -0.023218302415504578 -0.020857893452374453 -0.03645846014805576 0.0020409665927698744 -0.0016088064824293989 0.016749655280158784 5.9506346651720501e-05 0.02187859876575542 -0.0083853404343828038 -0.0004592170034192447 0.0019903288866919802 -0.006252264713166005 0.17562451744960555 -0.0026495065538045016 leaf_weight=17381.713088769815 78.677645869553089 30.120636403560638 17.588253431022167 15.376049965620039 11.339471444487573 22.021953001618385 18.470245361328125 60.635613083839417 17.337671726942062 50.269676089286804 11.869006544351576 23.466587424278259 12.046998023986815 14.036310315132139 43.551190964877605 18.016980439424515 15.280748784542082 12.799305841326712 11.502762891352175 28.183348603546619 457.46127997431904 23.365973427891731 273572.71286714822 8.5447744280099851 2051.0786978267133 13630.836959446315 15869.444290176034 940.88776215352118 6.3482546359300605 1693.7260990384966 leaf_count=83870 369 155 84 76 50 99 83 287 77 227 55 96 66 61 205 95 69 68 67 123 2156 104 1153062 209 10016 71290 73257 6597 52 7716 internal_value=6.29173e-06 -0.0025026 -0.00363134 -0.00299617 0.00223493 0.00677909 -0.00430473 0.0107764 -0.00342397 -0.00306815 -0.00371768 -0.00279576 -0.013475 -0.00345069 -0.0100217 -0.016018 -0.00245756 -0.00327397 -0.0130378 -0.00683948 -0.00213272 0.00900697 1.39569e-05 -0.000227618 -0.0015377 0.000681148 0.00160501 -0.00479275 0.0874138 -0.0057911 internal_weight=326149 993.418 802.273 772.152 191.145 112.467 29.8097 82.6576 754.564 739.188 721.85 659.533 62.3167 647.664 85.0348 61.5682 562.63 525.227 54.9669 43.4641 470.261 37.4023 325155 51582.6 21126.5 30456.1 16825.2 955.781 14.893 3744.8 internal_count=1410741 4672 3784 3629 888 519 133 386 3545 3469 3392 3099 293 3044 396 300 2648 2483 259 192 2224 165 1406069 253007 101602 151405 80115 6858 261 17732 is_linear=0 shrinkage=0.03 Tree=297 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 2 0 0 2 2 2 2 1 0 2 2 0 2 1 2 0 2 0 0 2 2 2 2 split_gain=6.56586 5.56036 8.77592 6.32122 6.39247 10.3294 6.81042 16.0096 10.2089 5.98494 7.33856 8.52095 5.12293 4.45973 8.45431 6.2348 5.50263 6.17205 8.57682 6.66746 4.76257 3.89045 3.87772 35.9686 26.3136 24.6127 34.8064 40.6619 29.2049 70.4283 threshold=94.500000000000014 4086.971069335938 4520.4785156250009 6815.6660156250009 8931.5649414062518 12925.947753906252 20654.361328125004 23400.180664062504 96.500000000000014 98.500000000000014 3290.9838867187505 1896.9642333984377 11031.315917968752 42314.533203125007 1.0000000180025095e-35 96.500000000000014 50102.638671875007 89063.015625000015 97.500000000000014 54479.306640625007 -1.4999999999999998 43864.599609375007 50.500000000000007 52483.353515625007 55.500000000000007 57.500000000000007 8173.5148925781259 6088.5393066406259 184.66258239746097 284.12406921386724 decision_type=2 2 2 2 2 2 2 2 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 9 -3 -4 -5 12 8 -8 -7 10 11 -2 -6 14 -9 -16 21 18 19 -18 -19 -15 -1 25 -25 26 27 28 -24 -30 right_child=1 2 3 4 5 6 7 13 -10 -11 -12 -13 -14 16 15 -17 17 20 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=-4.7098976788695801e-05 0.012331736509283119 -0.01948183926245723 0.014830452845326757 -0.026322088795909897 0.0028675843242887532 -0.019073626536544677 0.031645003636653832 0.0055435862913112872 0.011635798444799533 -0.015403920215643328 0.0082563460012179939 -0.012076905663550262 0.031862803416436221 -0.0037687177650598297 -0.009517545244421579 -0.030620280786295011 -0.022685757933192364 -0.02002197217180883 -0.035988082422732319 0.0019789496841845049 -0.0015604131063584076 0.016210533009436888 -0.0014152855847199073 -0.010752325220822789 0.0032293355618942202 -0.00038911399263301253 0.0033093793571754128 -0.0059537433142515059 0.0058741621665643886 0.00041139320261087786 leaf_weight=242195.58993416466 18.505467891693115 29.869104459881783 17.665156148374081 10.723111748695372 11.027595303952696 50.086294919252396 11.983198285102842 23.448322296142578 12.095462083816527 15.981700725853441 114.21724654734135 42.282486595213413 10.909566864371298 14.025093942880629 43.403731010854244 17.754916094243526 15.17194117605686 12.931600213050841 11.306492682546375 28.194397509098053 457.49858596455306 23.417963191866875 5514.0742507874966 124.68440097570419 4267.7744385451078 47277.153999999166 3999.0990505591035 901.21353633701801 2400.0062857121229 18472.772117823362 leaf_count=1054920 81 155 84 50 55 227 55 96 66 99 517 191 48 61 205 95 69 68 67 123 2156 104 23635 513 18500 197273 16531 3740 10061 80896 internal_value=6.09725e-06 -0.00243026 -0.00352637 -0.00290875 -0.00332437 -0.00299258 -0.00360934 -0.002714 -0.0131001 0.00216978 0.00377463 -0.00464627 0.0172872 -0.00335022 -0.00977189 -0.0156439 -0.0023844 -0.0031767 -0.0127173 -0.00665013 -0.0020679 0.00872688 1.3534e-05 0.000190554 0.00283245 4.28483e-05 0.000695574 0.000312518 0.000526535 0.00103952 internal_weight=326145 992.499 801.513 771.643 753.978 743.255 721.318 659.136 62.1818 190.987 175.005 60.788 21.9372 647.153 84.607 61.1586 562.546 525.103 54.6728 43.3663 470.43 37.4431 325152 82956.8 4392.46 78564.3 31287.2 27288.1 26386.9 20872.8 internal_count=1410741 4672 3784 3629 3545 3495 3392 3099 293 888 789 272 103 3044 396 300 2648 2483 259 192 2224 165 1406069 351149 19013 332136 134863 118332 114592 90957 is_linear=0 shrinkage=0.03 Tree=298 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 2 2 0 3 2 0 2 2 2 1 0 2 2 0 2 1 2 0 0 2 2 2 0 2 split_gain=6.18618 5.23757 8.35302 5.93289 6.06315 9.71545 6.42912 14.9531 9.64493 5.8336 5.01339 9.81284 4.93066 4.81007 4.2348 8.01898 6.03852 5.1752 5.85813 8.29869 6.3291 4.42788 3.8133 4.15769 3.68354 64.1936 86.0145 33.5567 43.3916 129.77 threshold=94.500000000000014 4086.971069335938 4520.4785156250009 6815.6660156250009 8931.5649414062518 12925.947753906252 20654.361328125004 23400.180664062504 96.500000000000014 21.500000000000004 3290.9838867187505 96.500000000000014 3673.077514648438 11031.315917968752 42314.533203125007 1.0000000180025095e-35 96.500000000000014 50102.638671875007 89063.015625000015 97.500000000000014 54479.306640625007 -1.4999999999999998 14993.919433593752 95.500000000000014 12.500000000000002 16861.583007812504 11270.709472656252 79002.019531250015 2.5000000000000004 17792.297851562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=24 9 -3 -4 -5 13 8 -8 22 -2 11 -11 -12 -6 15 -9 -17 -16 19 20 -19 -20 -7 -24 25 26 -1 28 29 -27 right_child=1 2 3 4 5 6 7 14 -10 10 12 -13 -14 -15 17 16 -18 18 21 -21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.00060123687521456207 -0.0041651253443919373 -0.019058013608390083 0.014325271792553763 -0.025697194284575585 0.0027803651252159525 -0.032067832649384675 0.03042266571029878 0.0053814900022820279 0.011242845917013284 -0.019254137332366455 0.022520388949705449 0.015472545162748591 0.0058997185768093728 0.030863562906263839 0.0084564137744934462 -0.0092633799436285941 -0.030150758861465104 -0.022166678629680692 -0.019230637772035014 -0.035531752637567242 0.0019188439160838437 -0.0015134804124232457 -0.023166664970144187 -0.0028166607053440079 5.6973745775183943e-05 0.081563107711611502 -0.0056125537965386451 -0.00044399683442162939 0.001932914225923933 -0.0060647664731977536 leaf_weight=17382.71701922419 78.557965196669102 29.621150389313698 17.738336473703384 10.655390709638594 11.0322512537241 13.676491007208822 12.089063853025435 23.430250152945518 12.14194532483816 16.742267981171608 21.845096632838249 13.01740335673094 60.699580058455467 10.924648031592367 37.479940325021744 43.259014964103699 17.494424249976873 15.06307205557823 13.057846099138258 11.11111433804035 28.205067984759808 457.53433250170201 18.973513230681419 17.251474484801292 273567.39056051522 15.460079828277228 3747.0314773321152 13631.771244643256 15862.309494972229 940.66129603702575 leaf_count=83870 369 155 84 50 55 61 55 96 66 75 99 58 287 48 165 205 95 69 68 67 123 2156 87 79 1153062 261 17732 71290 73257 6597 internal_value=5.91316e-06 -0.00236002 -0.00342449 -0.00282395 -0.00322773 -0.00290538 -0.00350424 -0.00263469 -0.0127364 0.00210582 0.0064924 -0.00406408 0.0102983 0.0167532 -0.00325271 -0.00952804 -0.0152781 -0.00231346 -0.00308237 -0.012405 -0.00646612 -0.00200509 -0.018571 -0.0134754 1.31286e-05 -0.000219416 -0.00148992 0.000662199 0.0015588 -0.00464786 internal_weight=326139 991.602 800.739 771.118 753.38 742.724 720.768 658.724 62.0434 190.862 112.304 29.7597 82.5447 21.9569 646.635 84.1837 60.7534 562.451 524.971 54.3793 43.2681 470.592 49.9015 36.225 325147 51580 21129.7 30450.2 16818.4 956.121 internal_count=1410741 4672 3784 3629 3545 3495 3392 3099 293 888 519 133 386 103 3044 396 300 2648 2483 259 192 2224 227 166 1406069 253007 101602 151405 80115 6858 is_linear=0 shrinkage=0.03 Tree=299 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 2 2 2 2 2 2 0 1 1 1 0 2 0 0 2 2 0 1 2 0 2 0 1 1 0 split_gain=5.82845 4.93405 7.94965 5.65243 6.59666 8.06161 5.56927 4.40723 12.1174 6.06857 13.975 9.11097 4.12668 16.4499 12.5644 6.08576 3.62813 3.94338 3.59304 34.8074 29.1198 45.4149 38.0564 29.8235 49.5244 27.3828 72.1828 32.4141 48.8932 34.0252 threshold=94.500000000000014 4086.971069335938 4520.4785156250009 98.500000000000014 3290.9838867187505 1896.9642333984377 6815.6660156250009 10270.009765625002 12925.947753906252 20654.361328125004 23400.180664062504 96.500000000000014 57.500000000000007 82.000000000000014 30.500000000000004 95.500000000000014 14993.919433593752 95.500000000000014 50.500000000000007 3751.9816894531255 5681.6511230468759 76.500000000000014 -21.499999999999996 52483.353515625007 85.500000000000014 3673.077514648438 51.500000000000007 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=18 3 -3 4 5 -2 -4 -8 -9 11 -11 16 14 -14 -12 -15 -10 -18 -1 25 21 -21 -22 24 -24 -20 -27 28 29 -28 right_child=1 2 6 -5 -6 -7 7 8 9 10 12 -13 13 15 -16 -17 17 -19 19 20 22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-4.562716733449806e-05 0.012099023182012029 -0.018642352305873435 0.013840320250194247 -0.015101073314722867 0.0078497467603391886 -0.011641432878108189 -0.019140050205235369 0.021941493850535974 -0.031287540148655445 0.029268782660132706 -0.0030020668679581037 0.010865034747767096 0.036553298051520661 0.015059242156747346 -0.031827963153592743 -0.025292887216726675 -0.022577546616579031 -0.0027338754848432265 2.7570753662659542e-05 0.0037506660989341232 0.029522630018969345 -0.0053179661816143246 0.00049959865875432189 0.0027306374106918466 -0.0044596491465748074 0.0029393433313873937 -0.0068872115217814773 -0.013068661280105517 0.0032148969090941902 -0.0020641237337606986 leaf_weight=242192.42390161555 18.532881841063499 29.376895919442177 17.807990282773972 15.86518808454275 114.13891690969467 42.153721019625664 15.170263722538946 17.388998404145241 13.59823817014694 12.187150433659552 606.17429497092962 12.186539955437182 10.940039686858656 5.0609005689620963 13.921261839568613 10.030739968642591 18.885874018073082 17.240816742181778 43769.557312831283 5288.4522138535976 40.705023281276226 548.55265860259533 17928.754250109196 4385.877709582448 2016.0944063514471 2193.1498591601849 2194.0628600865602 293.77628675103188 1001.5207611322403 3290.9513206481934 leaf_count=1054920 81 155 84 99 517 191 76 77 61 55 2706 66 53 38 67 180 87 79 183754 21664 296 2248 73500 18988 8337 9900 11299 1644 5069 14450 internal_value=5.73655e-06 -0.00229187 -0.00332555 0.00204457 0.00360051 -0.00439141 -0.00274164 -0.0031339 -0.00280471 -0.00340218 -0.00255768 -0.0123819 -0.00315798 0.00854349 -0.00364921 -0.011761 -0.0180792 -0.0131075 1.2737e-05 0.000183142 0.000995156 0.00289841 0.000539323 0.000490834 -1.69929e-06 -0.000281937 -0.00179161 -0.00332188 -0.00288045 -0.00399341 internal_weight=326135 990.661 799.97 190.691 174.826 60.6866 770.593 752.785 737.615 720.226 658.314 61.9115 646.127 26.0317 620.096 15.0916 49.7249 36.1267 325144 82951.5 30208.4 5837 24371.4 24330.7 19944.8 52743 8973.46 6780.31 6486.53 5485.01 internal_count=1410741 4672 3784 888 789 272 3629 3545 3469 3392 3099 293 3044 271 2773 218 227 166 1406069 351149 125033 23912 101121 100825 81837 226116 42362 32462 30818 25749 is_linear=0 shrinkage=0.03 Tree=300 num_leaves=31 num_cat=0 split_feature=2 0 2 1 0 2 0 0 0 0 0 1 0 1 0 0 0 1 1 2 0 1 2 1 0 2 0 2 0 0 split_gain=5.78227 13.5783 11.6198 8.62031 8.32647 7.84936 14.7186 9.56774 20.3304 8.13581 20.7607 13.8076 7.56467 14.4496 12.4316 47.3803 13.9104 10.5285 10.1975 8.96705 7.48766 16.0411 25.7572 15.3795 14.5999 12.7629 39.947 24.4452 15.9726 24.9015 threshold=142.59513854980472 49.500000000000007 170.13991546630862 4.5000000000000009 35.500000000000007 65.776599884033217 13.500000000000002 14.500000000000002 20.500000000000004 23.500000000000004 10.500000000000002 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 29.500000000000004 41.500000000000007 42.500000000000007 -2.4999999999999996 10.500000000000002 164.59277343750003 59.500000000000007 1.0000000180025095e-35 87.386707305908217 1.5000000000000002 75.500000000000014 135.80005645751956 50.500000000000007 113.878231048584 54.500000000000007 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 5 9 -7 -8 -9 10 11 -1 13 -2 17 -16 -17 -14 -18 -19 25 -22 23 -23 -24 27 -27 -3 29 -28 right_child=2 20 -4 -5 -6 6 7 8 -10 -11 -12 -13 14 -15 15 16 18 19 -20 -21 21 22 24 -25 -26 26 28 -29 -30 -31 leaf_value=0.02739731096161967 0.028955153992116511 -0.0017088027646043546 1.9181382908077195e-05 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391.15196779370308 82.547646999359131 300.68119253218174 51.033645108342171 21.567482963204384 810.8601111471653 62.196424260735512 180.26650296151638 16.908426135778427 27.91706371307373 leaf_count=66 101 3897 1352811 558 7480 116 96 163 3539 265 85 77 150 121 640 118 30253 1298 712 550 1639 352 1346 221 122 3498 263 804 72 117 internal_value=7.38556e-06 0.000951732 -9.50549e-06 0.00240392 0.00207257 -0.00010423 0.000784275 0.000218857 0.000651298 -0.0080032 -0.0186456 0.000114969 -0.00114688 0.0105888 -0.00122045 -0.000919478 -0.00126836 -0.00596437 -0.00118656 -0.00722553 -0.000516125 0.00184877 -0.00197571 0.00910052 -0.00656712 -0.00151558 0.0010888 -0.0037163 0.0183157 0.023336 internal_weight=326252 5732.97 320519 2881.86 2768.94 1006.58 904.801 885.466 868.76 101.775 39.5356 22.6601 7885.25 49.1253 7836.12 7368.63 7216.84 467.498 7189.11 433.482 2851.1 846.982 455.83 133.581 322.249 2004.12 917.882 1086.24 107.022 90.1135 internal_count=1411530 24776 1386754 12445 11887 4407 3914 3798 3702 493 228 143 33943 222 33721 31723 31083 1998 30965 1848 12331 3680 2041 573 1468 8651 3950 4701 452 380 is_linear=0 shrinkage=0.03 Tree=301 num_leaves=31 num_cat=0 split_feature=2 0 0 2 1 0 0 0 0 2 1 1 0 2 1 2 2 0 2 1 1 3 0 0 1 0 0 1 1 0 split_gain=5.44249 12.8716 12.0977 10.9366 9.74349 15.5312 11.0634 10.63 14.0456 12.3575 9.01512 8.77755 11.251 8.22072 14.1289 9.30263 7.60411 22.8953 11.4478 10.1082 10.4115 10.0353 9.53393 8.68123 7.39459 8.88682 7.48529 10.8383 7.26199 9.18265 threshold=142.59513854980472 46.500000000000007 40.500000000000007 170.13991546630862 1.0000000180025095e-35 13.500000000000002 35.500000000000007 15.500000000000002 19.500000000000004 87.386707305908217 -1.4999999999999998 9.5000000000000018 23.500000000000004 113.878231048584 1.0000000180025095e-35 87.386707305908217 65.776599884033217 53.500000000000007 87.386707305908217 1.5000000000000002 -2.4999999999999996 1.1054999828338625 78.500000000000014 77.500000000000014 2.5000000000000004 70.500000000000014 59.500000000000007 1.0000000180025095e-35 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=1 2 4 -2 5 -1 -7 9 -9 -6 -4 12 -10 15 -15 -12 17 28 21 20 -19 -18 23 -20 25 26 -23 -28 -3 -30 right_child=3 16 10 -5 7 6 -8 8 11 -11 13 -13 -14 14 -16 -17 18 19 22 -21 -22 24 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.027843741641167902 -0.0011128166749982342 -0.0012413189976727983 -0.0015956871356834971 1.8605964667916181e-05 -0.025569640116918396 0.00019986691416261688 0.0082745358708465958 0.025389046493017271 -0.018516187011295641 0.01100843549285205 0.0067104091142082085 0.019957370119365065 -0.00052671366645086297 0.0015595795618999482 0.023085414767718523 -0.0093440415442703744 -0.024743277043025001 0.026218649118961081 -5.4822848742874272e-05 0.025666591417810237 0.004779782225970643 -0.0066459114058337017 -0.020226826161721095 0.023516438021467658 0.0066348213045566802 -0.029602885796682972 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0.00724299 0.014509 0.00561569 -0.000256223 0.0021715 -0.00108687 0.0111907 0.00798334 -0.00520934 -9.84672e-05 0.000110543 -0.00426382 -0.005573 -0.00477369 0.00415496 -0.000469268 0.0121807 internal_weight=326247 5730.32 2336.6 320517 1586.34 701.635 678.275 884.702 842.625 42.0764 750.259 823.762 805.814 625.732 114.497 511.235 3393.72 865.15 2528.57 195.941 160.402 489.004 2039.57 2018.61 466.427 416.407 403.002 69.8564 669.209 38.4936 internal_count=1411530 24776 10125 1386754 6933 3115 2955 3818 3585 233 3192 3505 3412 2621 472 2149 14651 3691 10960 838 689 2119 8841 8723 2019 1765 1707 295 2853 190 is_linear=0 shrinkage=0.03 Tree=302 num_leaves=31 num_cat=0 split_feature=2 0 2 1 0 2 0 0 0 0 0 1 0 1 0 0 0 0 2 1 1 0 1 2 0 2 0 2 0 0 split_gain=5.1216 12.1874 10.2916 7.58839 7.38081 7.37558 13.4882 8.71169 18.5884 7.83995 19.6786 12.5163 7.15097 13.7643 11.7804 32.3223 13.1279 12.4901 10.3887 9.69895 7.91917 6.82107 16.0982 10.4127 15.7806 9.80549 38.0665 21.0878 14.1238 23.9451 threshold=142.59513854980472 49.500000000000007 170.13991546630862 4.5000000000000009 35.500000000000007 65.776599884033217 13.500000000000002 14.500000000000002 20.500000000000004 23.500000000000004 10.500000000000002 1.0000000180025095e-35 22.500000000000004 1.0000000180025095e-35 28.500000000000004 41.500000000000007 42.500000000000007 29.500000000000004 164.59277343750003 10.500000000000002 -1.4999999999999998 62.500000000000007 1.0000000180025095e-35 65.776599884033217 76.500000000000014 135.80005645751956 50.500000000000007 113.878231048584 54.500000000000007 52.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 12 4 5 9 -7 -8 -9 10 11 -1 13 -2 18 17 -17 -16 20 -18 -14 25 -23 -24 -25 27 -27 -3 29 -28 right_child=2 21 -4 -5 -6 6 7 8 -10 -11 -12 -13 14 -15 15 16 19 -19 -20 -21 -22 22 23 24 -26 26 28 -29 -30 -31 leaf_value=0.026700941042640508 0.028413352406850053 -0.0014064190144628581 1.8047790427379834e-05 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89.058995790779591 233.28954845666885 299.56813061237335 54.635884284973145 262.5808329731226 20.835857585072517 810.76713182032108 62.242562755942345 184.05681442469358 18.565460905432701 27.638882622122765 leaf_count=66 101 4766 1352811 558 7480 116 96 163 3539 265 85 77 230 121 177 118 30253 640 582 712 1009 1261 232 1172 121 3498 263 822 79 117 internal_value=6.947e-06 0.000896037 -8.94429e-06 0.00227224 0.00195986 -9.21266e-05 0.000766465 0.000230405 0.000638829 -0.00778778 -0.0184098 0.000207145 -0.00107957 0.0103612 -0.00115094 -0.000872373 -0.00119738 0.0112094 -0.0060098 -0.001118 -0.00924368 -0.000495221 0.00223846 -0.00224883 -0.00456057 -0.00128351 0.00108493 -0.0029686 0.0177775 0.022698 internal_weight=326244 5728.78 320516 2879.97 2766.14 1004.63 903.797 884.866 868.515 100.835 38.5987 21.989 7881.93 48.865 7833.07 7408.33 7214.26 194.068 424.74 7186.61 287.944 2848.81 637.621 338.053 283.417 2211.19 919.214 1291.98 108.447 89.8814 internal_count=1411530 24776 1386754 12445 11887 4407 3914 3798 3702 493 228 143 33943 222 33721 31900 31083 817 1821 30965 1239 12331 2786 1525 1293 9545 3957 5588 459 380 is_linear=0 shrinkage=0.03 Tree=303 num_leaves=31 num_cat=0 split_feature=2 0 0 2 1 0 0 0 0 2 1 0 2 1 2 0 2 0 2 3 1 1 0 0 1 0 0 1 3 0 split_gain=4.82081 11.6582 11.0604 9.68651 9.09874 14.4452 10.2119 9.75747 12.857 11.2512 8.46193 8.00585 7.68573 13.1745 8.75803 7.58749 6.90596 21.2864 10.6678 9.54496 9.3187 9.96574 8.61943 8.25076 6.96631 8.46079 7.00461 10.2621 6.87557 6.70959 threshold=142.59513854980472 46.500000000000007 40.500000000000007 170.13991546630862 1.0000000180025095e-35 13.500000000000002 35.500000000000007 15.500000000000002 19.500000000000004 87.386707305908217 -1.4999999999999998 23.500000000000004 113.878231048584 1.0000000180025095e-35 87.386707305908217 21.500000000000004 65.776599884033217 53.500000000000007 87.386707305908217 1.1054999828338625 1.5000000000000002 -2.4999999999999996 78.500000000000014 77.500000000000014 2.5000000000000004 70.500000000000014 59.500000000000007 1.0000000180025095e-35 1.0205000042915346 22.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 28 5 -1 -7 9 -9 -6 -4 15 14 -14 -12 -10 17 -3 19 -18 21 -19 23 -20 25 26 -21 -28 -2 -30 right_child=3 16 10 -5 7 6 -8 8 11 -11 12 -13 13 -15 -16 -17 18 20 22 24 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=0.027231383675082765 -0.019843452424581225 -0.0004855362456552519 -0.0016425550298616563 1.7506354193420207e-05 -0.024876677806475084 0.00019502580764594755 0.007962447152356545 0.024197387932531018 0.0001343078720000258 0.010059690001877212 0.006409839879555226 -0.00018841596015407614 0.0014199496285667555 0.022195220648681669 -0.0091667393801446156 -0.028073762510842315 -0.024100305972417094 0.025624135477672411 -5.4385621775556398e-05 -0.0064127704860451884 0.024611929750600687 0.0045485099478119627 -0.01944390798510115 0.023065143858376574 0.0064604225543087469 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8.02026 6.59515 9.62348 6.4857 threshold=142.59513854980472 46.500000000000007 40.500000000000007 170.13991546630862 1.0000000180025095e-35 13.500000000000002 35.500000000000007 15.500000000000002 19.500000000000004 87.386707305908217 3.5000000000000004 9.5000000000000018 23.500000000000004 87.386707305908217 -1.4999999999999998 65.776599884033217 53.500000000000007 87.386707305908217 1.1054999828338625 1.5000000000000002 -2.4999999999999996 78.500000000000014 77.500000000000014 4.5000000000000009 48.500000000000007 2.5000000000000004 70.500000000000014 59.500000000000007 1.0000000180025095e-35 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 29 5 -1 -7 9 -9 -6 14 12 -10 -12 -4 16 23 18 -17 20 -18 22 -19 -3 -25 26 27 -20 -29 -2 right_child=3 15 10 -5 7 6 -8 8 11 -11 13 -13 -14 -15 -16 17 19 21 25 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.026893385440278316 -0.019291992248354987 -0.0012120638993673436 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332.72548182308674 35.869944289326668 136.41812093555927 20.329566076397896 13.872620001435278 10.442295297980307 28.313697725534439 50.277144551277161 13.258333727717398 32.020407974720001 38.189037099480629 7861.2079721242189 leaf_count=160 75 2663 571 1352811 183 1911 1044 80 148 50 97 93 3264 55 2469 100 113 8653 1412 149 576 118 70 50 140 254 58 132 163 33868 internal_value=6.53506e-06 0.000843678 0.00242761 -8.41642e-06 0.00104859 0.00353179 0.00276539 -0.000915612 -0.000237741 -0.0148646 0.00533549 -0.000782756 -0.00122518 0.0198513 0.00467135 -0.000245903 0.00199823 -0.00101444 -0.00487463 0.0104422 0.00745023 -8.80563e-05 0.000102804 -0.00047098 0.0115882 -0.00398059 -0.00521632 -0.00446089 0.0038944 -0.00101622 internal_weight=326236 5724.38 2332.96 320512 1582.49 698.909 676.709 883.58 842.631 40.949 750.468 823.622 805.438 32.834 717.634 3391.42 865.157 2526.27 488.929 195.75 159.88 2037.34 2017.01 669.407 38.756 466.47 416.193 402.935 70.2094 7878.65 internal_count=1411530 24776 10125 1386754 6933 3115 2955 3818 3585 233 3192 3505 3412 152 3040 14651 3691 10960 2119 838 689 8841 8723 2853 190 2019 1765 1707 295 33943 is_linear=0 shrinkage=0.03 Tree=305 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 2 2 0 0 2 2 0 3 2 0 0 0 2 2 2 2 0 2 1 2 1 0 0 2 2 split_gain=5.00213 7.10159 10.6545 17.6735 18.0985 7.68055 12.6535 37.7547 28.9512 19.7414 13.1287 29.7475 22.3383 18.2921 17.4434 16.2097 12.3237 36.0937 24.4461 16.8498 13.4947 12.0106 20.2002 11.7064 17.7372 11.6634 29.0887 19.067 14.7995 19.2849 threshold=34.500000000000007 10.500000000000002 16.500000000000004 54479.306640625007 71819.058593750015 12078.030273437502 3673.2597656250005 26.500000000000004 31.500000000000004 492.61546325683599 4911.6706542968759 47.500000000000007 1.1510000228881838 8542.7006835937518 39.500000000000007 76.500000000000014 56.500000000000007 1320.400329589844 2321.0456542968755 346.46589660644537 607.01678466796886 48.500000000000007 3178.1462402343755 25.500000000000004 833.09243774414074 16.500000000000004 45.500000000000007 28.500000000000004 21922.121093750004 68603.160156250015 decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -4 12 13 -10 -12 -15 -13 18 19 -9 -18 -21 -20 -23 24 -22 26 -7 28 -27 -30 right_child=-2 2 5 4 -6 25 8 16 10 -11 11 15 -14 14 -16 -17 17 -19 21 20 23 22 -24 -25 -26 27 -28 -29 29 -31 leaf_value=1.9920667843626693e-05 0.0021587283820367602 -0.00059400776578280676 0.0046235308267180992 0.026387621934915811 -0.0025354020253301338 -0.011470460485576242 0.0073569657104251137 -0.0024801038231846511 -0.019611783877345849 -0.016805001801455655 -0.018743097146888654 0.0071637878088599777 0.0051714143294052679 -0.016439856497269336 0.0085585281478143867 -0.0091644034577279803 -0.0038151027790534774 -0.011392207432916763 0.0075387652571931758 0.022591956384385131 -0.006737721836117266 0.0060734401171905397 -0.0111564908728268 -0.019722501715152361 0.028526885891607918 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11.0479 6.55333 6.61113 threshold=135.80005645751956 50.500000000000007 65.776599884033217 59.500000000000007 1.0000000180025095e-35 76.500000000000014 113.878231048584 -2.4999999999999996 54.500000000000007 51.500000000000007 1.0000000180025095e-35 4.5000000000000009 65.776599884033217 13.500000000000002 25.500000000000004 10.500000000000002 15.500000000000002 19.500000000000004 1.0000000180025095e-35 72.500000000000014 68.500000000000014 113.878231048584 87.386707305908217 63.500000000000007 1.5000000000000002 53.500000000000007 66.500000000000014 113.878231048584 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 11 8 6 7 22 9 -5 -3 10 -4 12 14 -14 15 18 -15 -18 -1 20 21 -9 23 -6 -8 -26 -24 -28 29 -10 right_child=-2 2 3 4 5 -7 24 19 28 -11 -12 -13 13 16 -16 -17 17 -19 -20 -21 -22 -23 26 -25 25 -27 27 -29 -30 -31 leaf_value=0.024816780292720563 -6.0560123620338609e-06 -0.00094081217395616617 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21.347623482346535 29.15276226401329 57.204819887876511 153.20089413225651 30.179947674274445 22.222385697066784 11.85769499838352 14.342150941491125 119.72273977100849 37.080700531601906 113.20700915157795 leaf_count=60 1390115 1093 51 175 140 119 584 709 149 1806 64 571 121 97 2561 91 110 8537 83 102 118 238 692 133 117 61 63 530 154 477 internal_value=7.65153e-06 0.000972117 -0.00163192 -0.00325983 4.77387e-05 -0.00470392 -0.00699079 0.00552712 0.00321015 -0.00434311 0.0145765 0.00257677 0.00220477 0.00318146 -0.000924798 -0.0169046 0.00294187 0.00313092 -0.00116977 0.00776523 0.00628368 0.00851122 -0.00313087 0.00657897 -0.0138519 -0.000927432 -0.00524949 -3.51497e-05 0.00903464 0.00616012 internal_weight=325856 4566.36 1741.02 1302.96 690.671 369.899 612.294 320.772 438.057 441.803 26.6012 2825.34 2707.51 2063.52 643.994 38.9745 2044.65 2027.97 21.266 280.242 258.895 229.742 349.945 62.6793 170.491 34.0801 287.266 134.065 182.283 145.203 internal_count=1409921 19806 7575 5702 3019 1677 2683 1342 1873 1921 115 12231 11660 8865 2795 234 8744 8647 143 1167 1065 947 1558 273 762 178 1285 593 780 626 is_linear=0 shrinkage=0.03 Tree=307 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 0 1 2 2 0 0 2 2 2 2 2 2 0 2 2 0 2 0 2 2 1 1 0 0 2 split_gain=4.68821 6.70652 10.0523 22.5972 10.0246 19.5899 17.9021 17.7326 18.0505 12.5214 23.8293 30.0728 18.9475 17.6965 16.623 13.9079 18.2982 11.7486 24.2511 11.5034 11.0116 10.5745 16.3791 10.5422 8.58385 8.57929 9.48927 8.47774 10.8165 24.0315 threshold=34.500000000000007 10.500000000000002 23.500000000000004 3407.3515625000005 7303.1936035156259 44.500000000000007 23.500000000000004 13515.104003906252 31594.402343750004 41.500000000000007 26.500000000000004 4814.8464355468759 6665.8681640625009 415.59368896484381 3346.970825195313 3618.2971191406255 203.28157806396487 84.500000000000014 94085.273437500015 200.29206085205081 32.500000000000007 5947.2192382812509 28.500000000000004 145.45140075683597 195.44509887695315 13.500000000000002 32.500000000000007 74.500000000000014 55.500000000000007 2362.8337402343755 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -6 -8 20 10 11 13 14 -4 19 16 24 -7 -19 23 -9 25 -23 -12 -11 -16 -27 28 29 -18 right_child=-2 2 4 -5 5 17 7 8 -10 15 12 -13 -14 -15 21 -17 27 18 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.9120715656430076e-05 0.002089658712287364 -0.010055179898566812 0.021208023488038859 0.0042833555427206522 -0.0096291197862602134 0.0023483513131916716 -0.020431123353909182 0.021760714394354036 -0.0098485804839213986 -0.0058165529964781422 0.0012696059035671088 0.0080230277747109207 -0.029805342995396233 -0.016985614687871912 0.0014061157191830218 -0.0060377679418217251 -0.0021402121446473053 -0.016836624844168584 0.0072098206710744933 -0.0010835260328232977 0.0024901965455582788 0.0059551744927123125 -0.029931644265053362 0.037820863243369474 -0.022258754847623855 0.011904871636756107 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0.00402578 -0.00214264 -0.000549116 0.000107577 -0.00706809 3.97554e-05 0.0120558 0.00757698 -0.0050695 0.0185486 -0.00806162 0.00892336 0.0109567 0.000982633 0.000286706 0.00257203 internal_weight=325854 324883 5519.21 775.412 4743.8 1409.57 751.956 185.347 156.34 3334.23 1317.62 245.599 1072.02 163.645 1056.91 2016.61 1431.13 657.61 156.487 497.967 106.755 558.941 53.7809 28.4919 242.379 505.16 397.611 1188.75 1105.35 693.871 internal_count=1409921 1405654 26378 3331 23047 6213 3412 768 641 16834 6242 1170 5072 841 4993 10592 7468 2801 682 2678 440 2315 236 164 1820 2079 1636 5648 5239 3266 is_linear=0 shrinkage=0.03 Tree=308 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 3 3 0 0 0 2 1 0 0 0 0 2 2 2 1 1 3 2 2 1 2 2 2 2 2 split_gain=4.61644 9.47548 4.84457 46.3958 34.0841 24.8007 30.7727 21.5431 21.0295 16.4349 53.9188 29.5882 22.5947 19.8529 20.7408 15.9476 21.9632 24.5272 22.678 14.4463 13.0803 12.5063 35.0419 142.291 86.6643 22.2066 21.6767 21.1105 70.0603 23.3929 threshold=-51.499999999999993 71819.058593750015 89063.015625000015 1.5000000000000002 85.500000000000014 1.532000005245209 1.7404999732971194 93.500000000000014 44.500000000000007 4.5000000000000009 99992.636718750015 1.0000000180025095e-35 2.5000000000000004 21.500000000000004 29.500000000000004 80.500000000000014 279.21791076660162 525.85342407226574 444.35388183593756 1.0000000180025095e-35 -1.4999999999999998 74.000000000000014 16861.583007812504 17336.302734375004 -1.0000000180025095e-35 75237.886718750015 11031.315917968752 28435.229492187504 30543.693359375004 24919.096679687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 15 -4 5 8 -7 -6 -5 10 11 -8 20 -11 -15 21 -17 18 19 -18 -12 -2 26 24 -24 27 -23 29 -29 -25 right_child=2 -3 3 4 7 6 9 -9 -10 13 12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 23 25 -26 -27 -28 28 -30 -31 leaf_value=0.00082326744026987105 8.1911456170636064e-05 0.027226931027513279 0.011538084170847316 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80.405073747038841 2343.4437914937735 54.162199536338449 4.264593468979001 27.241382788866758 4.0449797734618169 28.982980774715543 183.77685576491058 14.466610182076691 109.81082824990153 34.431526727974415 leaf_count=488 1264102 617 11575 400 4291 638 778 3019 908 39280 1423 2487 11902 4013 5155 338 289 39297 322 350 11960 958 136 440 35 330 2324 97 1592 377 internal_value=7.19365e-06 0.00831459 5.65877e-06 -0.000446 -0.000619714 -0.000989809 -0.000843322 0.00357258 -0.00937702 -0.00095551 0.000338807 -0.0072977 0.0014173 -0.00160073 0.000979337 3.52904e-05 -0.00117086 -0.0010441 0.00883422 0.00205378 0.00347847 7.42128e-05 -0.00486219 0.00367516 0.125485 -0.00103417 -0.0128722 0.00277283 0.00989354 -0.0115762 internal_weight=325846 60.1921 325786 20057.7 19771.1 18167.3 17855.4 1603.8 311.854 17711.7 5892.1 729.157 5162.94 11819.6 2187.4 305728 9557.36 9483.68 220.947 147.525 2483.81 296171 461.182 223.243 8.30957 214.933 237.939 185.95 124.277 61.6729 internal_count=1409921 1105 1408816 97829 86254 78944 77636 7310 1308 76998 28550 3265 25285 48448 9168 1310987 40596 40258 961 639 13383 1270391 6289 3007 171 2836 3282 2506 1689 817 is_linear=0 shrinkage=0.03 Tree=309 num_leaves=31 num_cat=0 split_feature=2 0 2 0 1 0 2 1 0 0 1 1 2 0 0 0 0 0 1 0 0 2 2 0 1 0 0 2 1 0 split_gain=4.50417 19.9023 14.4133 16.833 18.8239 17.0918 11.6783 11.6189 11.1543 10.5612 16.0373 9.34468 8.65464 13.6058 11.2018 12.1909 9.34633 12.4603 9.31446 7.93269 10.5941 21.8774 7.53574 9.10743 7.47635 7.38187 7.17789 10.3268 6.18861 6.12339 threshold=135.80005645751956 50.500000000000007 65.776599884033217 59.500000000000007 1.0000000180025095e-35 76.500000000000014 113.878231048584 -2.4999999999999996 54.500000000000007 51.500000000000007 1.0000000180025095e-35 4.5000000000000009 65.776599884033217 13.500000000000002 25.500000000000004 10.500000000000002 15.500000000000002 19.500000000000004 1.0000000180025095e-35 72.500000000000014 68.500000000000014 113.878231048584 87.386707305908217 63.500000000000007 1.5000000000000002 53.500000000000007 66.500000000000014 113.878231048584 1.5000000000000002 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 11 8 6 7 22 9 -5 -3 10 -4 12 14 -14 15 18 -15 -18 -1 20 21 -9 23 -6 29 -26 -24 -28 -25 -8 right_child=-2 2 3 4 5 -7 24 19 -10 -11 -12 -13 13 16 -16 -17 17 -19 -20 -21 -22 -23 26 28 25 -27 27 -29 -30 -31 leaf_value=0.02448302212409359 -6.3248942704314582e-06 -0.00091477011931989584 -0.011594351862304697 -0.0096213542234069686 0.017348213753009319 -0.03184329636299274 -0.019297733053205601 0.0029440769181956002 0.0087994400069350831 -0.005394284300597736 0.035079900097109581 0.010749341562602233 0.028581683991746903 -0.019605628860964383 9.8429500620681346e-05 -0.035022688496041607 0.024680658147812295 0.0027789920864163494 -0.016725806239934582 0.025202060561453986 -0.010923515540181361 0.024394484932661522 -0.0095500343405285053 -0.016243533017260111 -0.011167794060692769 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0.00308407 -0.000900765 -0.0165784 0.00285126 0.0030345 -0.00115149 0.00754633 0.00610071 0.00826688 -0.00304206 0.00637243 -0.0134668 -0.000895244 -0.00510297 -3.74534e-05 -0.0055235 -0.0166129 internal_weight=325834 4563.91 1739.18 1301.27 689.49 369.136 611.784 320.354 437.903 441.655 26.7635 2824.74 2706.4 2062.83 643.576 38.5599 2044.16 2027.62 20.9974 279.72 258.55 229.366 349.553 62.7775 170.129 34.053 286.776 134.066 30.126 136.076 internal_count=1409921 19806 7575 5702 3019 1677 2683 1342 1873 1921 115 12231 11660 8865 2795 234 8744 8647 143 1167 1065 947 1558 273 762 178 1285 593 133 584 is_linear=0 shrinkage=0.03 Tree=310 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 0 2 1 2 0 2 0 2 2 0 2 2 2 0 2 2 2 0 2 0 1 2 2 2 split_gain=5.02634 25.5438 28.4004 42.9728 52.9716 32.0655 60.3542 57.516 27.2677 38.6697 29.5416 26.7921 28.6012 23.4141 21.1138 20.5245 36.1227 23.3149 47.4554 19.4763 19.1436 18.9345 17.4136 14.9853 14.1944 24.8022 16.9106 14.9349 13.7661 13.5238 threshold=1.5000000000000002 71.500000000000014 99992.636718750015 18300.850585937504 10.500000000000002 11.500000000000002 5.5000000000000009 39114.154296875007 5.5000000000000009 47442.083984375007 7.5000000000000009 31594.402343750004 6.5000000000000009 75237.886718750015 22629.428710937504 7.5000000000000009 4165.5986328125009 2362.8337402343755 2848.0100097656255 37.500000000000007 1266.0092773437502 394.01574707031256 1236.168395996094 7.5000000000000009 99992.636718750015 90.500000000000014 6.5000000000000009 12925.947753906252 586.15780639648449 37758.167968750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 15 6 7 14 11 10 -10 12 -8 -11 -5 16 -2 20 -19 -7 22 -3 28 -4 27 -26 -27 -23 -17 -21 right_child=1 21 23 5 -6 19 8 -9 9 13 -12 -13 -14 -15 -16 17 -18 18 -20 29 -22 24 -24 -25 25 26 -28 -29 -30 -31 leaf_value=4.6903640745595282e-05 0.0049988439149822889 -0.011794939482403217 -0.00012446211791345752 0.0062617750944175318 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223.96579986810684 2756.4131227135658 46.552818313241005 1155.7941060960293 285.83120976388454 186.79359042644501 101.85100252553821 1368.9196153879166 57.901218816637993 659.97971522808075 leaf_count=1142060 1520 881 2592 184 199726 14614 362 1797 116 138 441 2584 3482 148 976 95 1222 331 2341 6863 989 12016 209 4744 1197 773 585 5655 259 2693 internal_value=-1.03447e-05 -0.000252556 -7.56045e-05 4.43628e-05 -0.000307933 0.00201592 0.00487674 -0.00264829 0.00777898 -0.00237911 0.00684712 0.00912494 0.00596608 -0.0203413 -0.0131794 -0.00564078 -0.00143804 -0.00835572 -0.0117848 0.00082091 -0.00213411 -0.00233566 -0.0115136 -0.003782 -0.00196673 0.00245135 -0.00375168 -0.00258198 -0.00293314 0.00294346 internal_weight=326240 62367.9 57484.8 55682.5 47241.1 8441.46 2487.19 692.262 1794.93 210.005 138.741 1584.92 957.155 71.2638 278.782 1618.91 635.363 983.548 634.074 5954.26 349.474 4883.11 125.508 1802.31 4699.81 574.476 288.645 4125.33 78.9553 2353.13 internal_count=1411593 269533 248426 241090 206692 34398 10228 2957 7271 843 557 6428 3844 286 1160 6966 2742 4224 2672 24170 1552 21107 563 7336 20226 2555 1358 17671 354 9556 is_linear=0 shrinkage=0.03 Tree=311 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 0 2 1 2 0 2 0 2 2 0 2 2 2 0 2 2 2 3 2 0 1 2 2 2 split_gain=4.73035 24.0451 26.737 40.4464 49.9205 30.2195 56.8378 54.187 25.6818 36.4172 27.8193 25.3176 26.9213 22.0878 19.923 19.3832 34.0387 22.0359 45.6236 18.3271 18.0801 17.9364 16.6071 14.8234 13.3595 23.3736 15.903 14.0478 13.0519 12.9436 threshold=1.5000000000000002 71.500000000000014 99992.636718750015 18300.850585937504 10.500000000000002 11.500000000000002 5.5000000000000009 39114.154296875007 5.5000000000000009 47442.083984375007 7.5000000000000009 31594.402343750004 6.5000000000000009 75237.886718750015 22629.428710937504 7.5000000000000009 4165.5986328125009 2362.8337402343755 2848.0100097656255 37.500000000000007 1266.0092773437502 394.01574707031256 1236.168395996094 1.4100000262260439 99992.636718750015 90.500000000000014 6.5000000000000009 12925.947753906252 586.15780639648449 58311.849609375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 15 6 7 14 11 10 -10 12 -8 -11 -5 16 -2 20 -19 29 22 -3 28 -4 27 -26 -27 -23 -17 -7 right_child=1 21 23 5 -6 19 8 -9 9 13 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 24 -24 -25 25 26 -28 -29 -30 -31 leaf_value=4.5496697128169007e-05 0.0048423059558191945 -0.011495391127176364 -0.027103714898633779 0.0060635607028650812 -0.00011513763207943668 0.00058588550947696004 -0.0098560036503662594 0.0043232041726814887 -0.01962167081741123 -0.037040872234515888 0.013522035862382204 0.013546455401821542 0.0074078977304099011 -0.0036027955423443116 -0.016214456297357932 -0.023183193282944138 -0.0091276719289414311 -0.034008322769619646 -0.0085817509847195255 0.0028554281817533902 0.0030255020020101019 -0.0012709752953348795 -0.025505831824157308 -0.003354514956124148 0.008469309530404933 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23.4815 65.5643 16.1285 13.71 34.1572 13.6628 20.5539 threshold=98.500000000000014 1.0000000180025095e-35 1.5000000000000002 71.500000000000014 99992.636718750015 13515.104003906252 13.500000000000002 15.500000000000002 5.5000000000000009 39114.154296875007 4086.971069335938 3618.2971191406255 2180.0605468750005 52.500000000000007 2.5000000000000004 394.01574707031256 10.500000000000002 4.5000000000000009 21922.121093750004 18871.722656250004 6.5000000000000009 7.5000000000000009 58311.849609375007 20021.907226562504 24.500000000000004 33.500000000000007 27583.159179687504 26691.365234375004 99992.636718750015 90.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 -1 4 5 6 10 8 9 17 11 12 -4 22 -12 -5 -10 26 19 -19 -14 -6 23 24 -9 -26 27 -7 -17 -30 right_child=1 -3 3 15 21 7 -8 13 16 -11 14 -13 20 -15 -16 28 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=4.5060611505604358e-05 0.012732607305604389 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14.84691236913204 126.82676504552364 20.362093597650528 302.78684778511524 1154.1261363327503 865.88557060062885 2874.7837705910206 344.68044817447662 970.20518460869789 72.499514281749725 16.806698322296143 284.81696623563766 285.20127063989639 leaf_count=1141823 38 338 3668 881 2592 260 185651 614 12714 1797 1743 1700 377 7487 1575 17657 396 64 518 87 1376 4744 3498 11707 1410 4078 301 69 1197 1233 internal_value=-9.73942e-06 -0.0111062 -8.5687e-06 -0.000235523 -7.11815e-05 4.17229e-05 -0.000350935 0.00163081 0.00361154 -0.00313167 -0.00432592 -0.0021657 -0.00489864 0.000518056 -0.00865545 -0.00217337 0.0051124 -0.0128962 -0.00656489 0.0136928 -0.0130214 -0.00356173 -0.000528788 0.000161453 -0.00292532 -0.000760705 -0.0198424 -0.0108671 -0.0018239 0.00252945 internal_weight=326221 34.4138 326187 62345.5 57471.6 55670.9 44640.4 11030.5 3967.77 722.344 2404.43 1604.08 1210.84 7062.72 800.356 4873.97 3245.42 309.726 162.036 35.209 388.958 1800.71 5208.85 4342.96 1468.18 1314.89 147.69 75.1909 4692.36 570.018 internal_count=1411593 376 1411217 269394 248426 241090 196090 45000 16206 3096 10439 7121 5421 28794 3318 20968 13110 1299 669 151 1753 7336 21307 17809 6102 5488 630 329 20087 2430 is_linear=0 shrinkage=0.03 Tree=313 num_leaves=31 num_cat=0 split_feature=0 1 1 0 2 2 2 2 3 0 2 0 2 0 2 2 2 2 2 2 0 0 2 0 2 2 0 0 0 2 split_gain=4.48393 7.70605 4.15173 21.0236 45.1316 27.8551 47.4735 23.7053 19.2082 17.9664 36.0806 62.868 26.0982 20.401 32.1227 25.5716 38.6895 20.014 17.1292 15.8459 14.433 18.3217 13.9941 21.5571 21.1697 21.0372 24.411 23.2807 13.9096 36.2245 threshold=98.500000000000014 1.0000000180025095e-35 1.5000000000000002 64.500000000000014 305.33541870117193 71819.058593750015 26691.365234375004 259.04246520996099 1.4100000262260439 10.500000000000002 16861.583007812504 7.5000000000000009 21324.808593750004 7.5000000000000009 4165.5986328125009 2362.8337402343755 2848.0100097656255 22629.428710937504 1266.0092773437502 1236.168395996094 9.5000000000000018 16.500000000000004 71819.058593750015 92.500000000000014 8542.7006835937518 5339.5974121093759 79.500000000000014 69.500000000000014 52.500000000000007 207.88987731933597 decision_type=2 2 2 2 2 2 2 2 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 7 6 9 -5 -7 10 13 17 -13 14 -4 18 -17 -12 19 -15 -10 -22 24 -24 25 27 -27 -6 -11 -30 right_child=1 -3 3 4 22 8 -8 -9 20 28 11 12 -14 15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=4.3708870295558725e-05 0.012368078699473655 -0.019660054482765605 0.0046615074367663701 -0.0041653485258566067 0.0020840474293316751 -0.024344124219605044 0.0031265006962667434 -0.018598155557757002 -2.8385223537584842e-05 -0.00026139851490009509 -0.00098784713470789266 0.00070377257247193029 0.01256544601029053 -0.0027366462475354506 -0.0092036608837683578 -0.033132845631469253 -0.0093254936484749515 -0.01864285119391727 0.0029840338523868604 -0.024937388306522767 -0.0080712454924233863 -0.0015372014755668368 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38.0903 38.9428 16.4016 15.7852 15.3109 25.7385 14.9128 14.3679 14.3266 19.4204 16.0521 13.4028 31.7284 13.3167 13.0509 14.7914 12.7986 21.4267 threshold=98.500000000000014 1.0000000180025095e-35 1.5000000000000002 71.500000000000014 99992.636718750015 13515.104003906252 13.500000000000002 15.500000000000002 5.5000000000000009 39114.154296875007 52.500000000000007 4086.971069335938 3618.2971191406255 1957.453552246094 2.5000000000000004 394.01574707031256 1266.0092773437502 12.500000000000002 10.500000000000002 6.5000000000000009 4.5000000000000009 21922.121093750004 18871.722656250004 27583.159179687504 26691.365234375004 1.4100000262260439 68603.160156250015 19411.564453125004 58311.849609375007 20021.907226562504 decision_type=2 2 2 2 2 2 2 2 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 11 8 9 20 28 12 13 16 -13 -5 -4 -18 -10 -15 23 22 -22 24 -7 -6 27 -12 29 -9 right_child=1 -3 3 15 25 7 -8 10 18 -11 26 14 -14 19 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=4.2397786749167822e-05 0.012014416289582747 -0.019362125188322775 -0.0041352267532754122 -0.010768772569130841 -0.025715125055390503 -0.020949902489957609 -0.00011876463833007149 -0.0028303800685182852 0.0045784372715039186 0.0039931196421637621 0.0073637768975835516 -0.0041713875418017618 0.0060579755963249314 -0.0021239293193768107 -0.012780254610080354 -0.0017243635301293703 0.0064464342260195399 -0.033119663660165069 0.016596166466400136 -0.014808479100516917 -0.010504037228649109 -0.011832182493438339 0.030503136851144919 -0.028508365052775191 0.025800645608112724 -0.0030695081446616831 0.017796921548737289 0.0012499808587345842 -0.0038761587832190289 0.0016242806270449963 leaf_weight=263839.60623672057 9.2933376133441907 24.350980514660478 451.12504477798939 180.3543062210083 23.682380676269531 57.768236070871353 42232.255856521428 1467.8507855683565 3147.8543612211943 411.91723939776421 489.21130707859993 418.01365999877453 393.83901534974575 105.60525028407574 380.45658387243748 4687.6916866526008 298.9397254884243 15.567803740501402 95.757165640592575 336.31154119968414 14.780884042382239 126.65445214509964 20.515898987650871 72.152669385075569 16.883786723017693 1775.1828792989254 54.630988493561745 1309.3889786452055 865.56902781128883 2875.4783520400524 leaf_count=1141823 38 338 2040 881 103 260 185651 6102 12714 1797 1970 1743 1700 461 1575 20087 1316 68 396 1536 64 518 87 301 69 7233 225 5292 3498 11707 internal_value=-9.17375e-06 -0.0106952 -8.07148e-06 -0.000221721 -6.60206e-05 4.06867e-05 -0.000333716 0.00155617 0.00347771 -0.00307324 0.000477525 -0.00411638 -0.00204367 -0.00468599 -0.00827336 -0.00205945 -0.000592986 0.00448795 0.00493322 -0.0117772 -0.0125006 -0.00634795 0.013331 -0.0192881 -0.0103765 -0.00336764 0.00335167 0.00291291 -0.000545043 0.000118805 internal_weight=326199 33.6443 326165 62325.4 57457.4 55658.5 44632.1 11026.4 3964.28 720.673 7062.13 2399.86 1601.39 1207.55 798.47 4868.05 765.633 314.508 3243.61 441.917 308.756 161.951 35.2968 146.805 74.652 1798.87 1853.23 1798.6 5208.9 4343.33 internal_count=1411593 376 1411217 269394 248426 241090 196090 45000 16206 3096 28794 10439 7121 5421 3318 20968 3424 1384 13110 1997 1299 669 151 630 329 7336 7487 7262 21307 17809 is_linear=0 shrinkage=0.03 Tree=315 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 2 2 1 0 0 0 2 2 2 2 2 1 0 2 2 2 2 2 1 1 2 0 1 0 0 split_gain=6.39393 34.1226 37.4881 220.448 74.1298 72.1848 61.2789 40.5882 29.1644 42.1332 28.3524 89.6381 64.5263 75.9543 30.5829 28.2949 36.5642 27.3051 34.0241 26.5938 39.9606 35.516 25.6881 29.3042 28.5447 30.6731 25.0241 24.2206 26.5868 23.1255 threshold=1.532000005245209 71819.058593750015 8374.6435546875018 4911.6706542968759 1.1510000228881838 6665.8681640625009 6088.5393066406259 -3.4999999999999996 51.500000000000007 41.500000000000007 45.500000000000007 468.30728149414068 310.97680664062506 284.12406921386724 157.04295349121097 3997.433227539063 1.0000000180025095e-35 42.500000000000007 305.33541870117193 12078.030273437502 17792.297851562504 9353.3178710937518 684.96466064453136 -2.4999999999999996 -6.4999999999999991 3118.6667480468755 52.500000000000007 -1.4999999999999998 44.500000000000007 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 2 3 10 5 26 7 -6 9 19 11 12 13 14 -1 22 -17 18 -15 21 -21 -4 23 -13 25 -24 -5 -8 -29 -18 right_child=-2 -3 8 4 6 -7 27 -9 -10 -11 -12 15 -14 17 -16 16 29 -19 -20 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0049635279562618038 -0.00011459108418194989 -0.0084985778100123213 -0.0026335045316171852 -0.0077951949451298659 -0.019215809121308925 0.0048852483434087329 -0.0045048489479805323 -0.0017114322804086025 0.0035953957736292092 -0.00049390606198046168 1.1784722189901467e-05 -0.0048321694924055858 -0.0086973727562081604 -0.0042028046075928477 -0.0011788862948746237 -0.013117992336465909 0.022967948032293694 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2536 1647 2100 3157 49735 1070 653 3338 3925 463 internal_value=-2.85431e-05 0.000176519 0.000213242 -1.95054e-05 -0.00582744 -0.00150625 -0.00863806 -0.00351701 0.00172338 0.000629582 0.000391214 0.00125697 -0.000944242 -0.000177924 -0.00061023 0.00280532 -0.0053359 0.0175985 0.00639312 0.004801 0.00226064 0.0102889 0.00303042 0.00793362 0.00268172 0.00917594 -0.00620143 -0.0118737 -0.013324 0.0059744 internal_weight=326126 96398 95991.7 83172.8 5493.26 2164.88 3328.39 1288.72 12818.9 8091.22 77679.6 23670.3 9774.47 8895.26 8684.07 13895.9 373.876 211.188 101.579 1716.82 1173.57 543.25 13522 897.798 12624.2 581.096 1248.06 2039.66 1704.23 152.393 internal_count=1411416 413546 411842 359007 23710 9605 14105 5469 52835 33262 335297 99810 41602 37888 37019 58208 1559 869 419 6991 4761 2230 56649 3744 52905 3170 5670 8636 7263 662 is_linear=0 shrinkage=0.03 Tree=316 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 2 2 1 0 0 0 0 2 2 2 2 2 1 0 2 2 2 2 2 1 1 2 0 0 2 split_gain=6.0162 32.1178 35.278 207.625 69.8893 67.9739 58.2878 42.4806 31.3068 27.4638 39.6318 26.686 84.3661 60.7613 71.5135 28.7826 26.6239 34.3767 25.7587 32.0018 24.9994 37.5849 33.3759 24.1243 27.5581 27.0961 29.2384 23.5881 22.4023 22.3487 threshold=1.532000005245209 71819.058593750015 8374.6435546875018 4911.6706542968759 1.1510000228881838 6665.8681640625009 6368.3278808593759 -3.4999999999999996 43.500000000000007 51.500000000000007 41.500000000000007 45.500000000000007 468.30728149414068 310.97680664062506 284.12406921386724 157.04295349121097 3997.433227539063 1.0000000180025095e-35 42.500000000000007 305.33541870117193 12078.030273437502 17792.297851562504 9353.3178710937518 684.96466064453136 -2.4999999999999996 -6.4999999999999991 3118.6667480468755 52.500000000000007 44.500000000000007 9587.6123046875018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 11 5 27 7 28 -8 10 20 12 13 14 15 -1 23 -18 19 -16 22 -22 -4 24 -14 26 -25 -5 -6 -12 right_child=-2 -3 9 4 6 -7 8 -9 -10 -11 29 -13 16 -15 18 -17 17 -19 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.0048161023159066915 -0.00011115281519676524 -0.0082467095445372743 -0.0025550078994344447 -0.0075738753384238765 -0.026354276743931836 0.0047358760516607373 -0.01711993821491525 -0.0025831099210321504 -0.0089196169232358732 0.0034890933756094424 0.00398640554610789 1.1431235261638288e-05 -0.0046817066685299587 -0.008442440250493401 -0.0040775172225900836 -0.0011436245649356044 -0.012714974316855482 0.0057924763795918245 0.027177878624664618 0.033786929379226775 -0.0035569416163055575 0.0072051573039455816 0.014385442441027957 0.014060358987180945 0.0099216142553910473 0.0022976458369875041 4.7672657185646987e-05 0.0049658490638513032 2.5979014061455806e-05 -0.0011857448701412261 leaf_weight=803.71630869805813 229728.5624754217 406.20106932520866 141.51599034667015 1092.2740769162774 109.98898440599442 917.35615941882133 690.3866732865572 1418.5699922591448 1065.9377002641559 4725.5497086942196 870.86747540533543 54009.257136166096 137.27838890254498 878.59187081456184 73.99961219727993 7879.4071218371391 221.64609035849571 152.45534405112267 109.4724989682436 27.574411660432816 546.67871363461018 627.03609439730644 402.02083463966846 367.18101370334625 761.13982513546944 12041.359391272068 211.04114702343941 154.04885983467102 39.332298904657364 5503.3250963836908 leaf_count=3430 997870 1704 583 5017 444 3935 2880 6040 4569 19573 3647 235487 587 3714 305 33589 897 662 450 114 2225 2536 1647 2100 3157 49735 1070 653 172 22624 internal_value=-2.76895e-05 0.00017124 0.000206867 -1.89289e-05 -0.00565834 -0.00146199 -0.00838968 -0.00418523 -0.012143 0.00167192 0.000610664 0.000379512 0.00121956 -0.000916078 -0.000172602 -0.000591988 0.00272194 -0.00517274 0.0170823 0.00620159 0.00465573 0.00219252 0.0099748 0.00294042 0.00769023 0.00260227 0.00894597 -0.00602393 -0.0194055 -0.000479105 internal_weight=326114 96385.2 95979 83162 5487.89 2163.68 3324.22 1567.89 1756.32 12817 8091.44 77674.1 23664.9 9772.76 8894.17 8683.12 13892.1 374.101 211.047 101.574 1717.25 1173.71 543.537 13518 898.418 12619.6 578.222 1246.32 149.321 6374.19 internal_count=1411416 413546 411842 359007 23710 9605 14105 6656 7449 52835 33262 335297 99810 41602 37888 37019 58208 1559 869 419 6991 4761 2230 56649 3744 52905 3170 5670 616 26271 is_linear=0 shrinkage=0.03 Tree=317 num_leaves=31 num_cat=0 split_feature=3 2 2 2 3 2 2 1 0 0 0 2 2 2 2 2 1 0 2 2 2 2 2 1 0 2 1 1 2 0 split_gain=5.66086 30.2313 33.1975 195.528 65.8689 64.0084 55.3534 36.1402 25.8624 37.2808 25.1175 79.4032 57.2167 67.348 27.0883 25.0485 32.3229 24.3121 30.1171 23.5894 23.5042 35.3517 31.3704 23.3538 24.2359 22.6589 25.9177 25.7168 27.8655 22.2339 threshold=1.532000005245209 71819.058593750015 8374.6435546875018 4911.6706542968759 1.1510000228881838 6665.8681640625009 6088.5393066406259 -2.4999999999999996 51.500000000000007 41.500000000000007 45.500000000000007 468.30728149414068 310.97680664062506 284.12406921386724 157.04295349121097 3997.433227539063 1.0000000180025095e-35 42.500000000000007 305.33541870117193 5561.5637207031259 12078.030273437502 17792.297851562504 9353.3178710937518 -1.4999999999999998 44.500000000000007 684.96466064453136 -2.4999999999999996 -6.4999999999999991 3118.6667480468755 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 2 3 10 5 29 7 19 9 20 11 12 13 14 -1 25 -17 18 -15 -6 22 -22 -4 -8 -25 26 -13 28 -27 -5 right_child=-2 -3 8 4 6 -7 23 -9 -10 -11 -12 15 -14 17 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 27 -28 -29 -30 -31 leaf_value=0.0046730596680030238 -0.00010781765446611357 -0.0080024615945443935 -0.0024788441615225289 -0.0073586576415095566 -0.02581046373721365 0.004591199297572025 -0.0040001723790815177 -0.0013363919837484813 0.003385909261511476 -0.00046473610635199984 1.1088333723862451e-05 -0.0045361415940456118 -0.0081950729339033239 -0.0039559705966333994 -0.001109414602015367 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587 3714 305 33589 897 662 450 114 288 2225 2536 1647 3338 3925 2100 3157 49735 1070 653 internal_value=-2.68605e-05 0.000166121 0.000200683 -1.83663e-05 -0.00549359 -0.00141903 -0.00814709 -0.00328258 0.00162198 0.000592301 0.000368159 0.00118327 -0.000888755 -0.000167437 -0.000574289 0.00264101 -0.00501279 0.0165851 0.00601675 -0.0162541 0.00451506 0.00212649 0.00967121 -0.0112312 -0.0126616 0.00285309 0.00745477 0.00252516 0.00872105 -0.0058514 internal_weight=326103 96373.2 95967.2 83151.9 5483.06 2162.48 3320.58 1288.41 12815.3 8091.82 77668.8 23659.5 9771.01 8893.04 8682.19 13888.5 374.455 210.856 101.554 168.088 1717.61 1173.84 543.775 2032.17 1696.57 13514 898.984 12615.1 575.409 1244.61 internal_count=1411416 413546 411842 359007 23710 9605 14105 5469 52835 33262 335297 99810 41602 37888 37019 58208 1559 869 419 690 6991 4761 2230 8636 7263 56649 3744 52905 3170 5670 is_linear=0 shrinkage=0.03 Tree=318 num_leaves=31 num_cat=0 split_feature=1 3 1 2 2 2 3 2 2 1 0 0 0 0 2 2 2 2 0 1 0 2 2 2 2 2 0 2 2 1 split_gain=5.61828 5.40415 29.1423 26.8259 27.0806 177.433 61.2674 63.638 55.8236 38.0751 27.215 24.3764 33.649 23.1296 23.011 30.3074 30.2569 21.0218 24.535 18.8685 18.7957 91.3395 49.9223 34.5455 38.8541 37.6871 72.2397 32.3106 37.2961 36.9826 threshold=-57.499999999999993 1.532000005245209 -8.4999999999999982 71819.058593750015 8374.6435546875018 4911.6706542968759 1.1510000228881838 6665.8681640625009 6368.3278808593759 -3.4999999999999996 43.500000000000007 51.500000000000007 41.500000000000007 52.500000000000007 12078.030273437502 10270.009765625002 17792.297851562504 9587.6123046875018 46.500000000000007 1.5000000000000002 44.500000000000007 468.30728149414068 327.07788085937506 157.04295349121097 225.45304870605472 211.06961059570315 43.500000000000007 1846.5046997070315 2490.8103027343755 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 -2 4 5 20 7 13 9 -8 -10 12 14 -7 15 -6 -16 18 -14 -11 21 22 23 -4 25 -25 -27 -23 -29 -30 right_child=1 -3 3 -5 11 6 8 -9 10 19 -12 -13 17 -15 16 -17 -18 -19 -20 -21 -22 27 -24 24 -26 26 -28 28 29 -31 leaf_value=0.011414578158691636 0.0038664652791115142 -0.00010651985820723844 0.0060449423582683119 -0.007647559482026914 0.0025071499975970256 -0.007389243166459834 -0.020284894331655669 0.0046378117793105444 -0.016297045579698455 -0.00066352834679414628 -0.0085900760074272033 0.0031635958851121597 0.0082185138461533455 0.005113536089463638 -0.0033920909187011767 0.01678664523677427 0.0063484890021515816 -0.0012957947353924779 -0.0019918897174721257 -0.0092979181462940121 2.23740916120813e-05 0.0053408627268271584 -0.0093554518314581687 -0.0017061463186240403 0.0031158453940289565 -0.020510417218518148 0.0054862643799761281 -0.0027235325818529121 0.0015387737028272075 0.0070574652439470221 leaf_weight=38.627283424604684 1873.2304275482893 229692.010445836 638.23485489189625 401.78829714655876 280.98104260861874 1074.6165476515889 115.90292790532112 907.82451047003269 678.90103709697723 1132.0308552384377 1050.3541483432055 4577.4306560605764 484.30493235588074 152.00393947958946 540.18382279574871 255.33453570306301 612.37758710980415 5389.5145712792873 376.44361557066441 285.15849301218987 57198.895918659866 3359.6369844675064 640.80875132977962 4873.5560360178351 1437.2748835980892 265.94080869853497 150.72499699890614 1345.2946185618639 4850.9809342473745 1410.6746777147055 leaf_count=825 9560 997045 2715 1684 1157 4954 471 3887 2848 4691 4513 18835 2025 643 2198 1039 2472 22109 1575 1349 247922 14026 2709 20760 6041 1149 643 5597 20238 5736 internal_value=-2.6057e-05 -2.74124e-05 0.000161154 8.76956e-05 0.000120729 -7.86459e-05 -0.00533526 -0.0013835 -0.00792077 -0.00375293 -0.0116158 0.00142003 0.000414745 -0.00583989 0.004172 0.00930548 0.00178326 -0.000600498 0.00375305 -0.00240089 0.000293786 0.00111202 -0.00132408 -0.000625358 -0.00125817 -0.00244652 -0.0111064 0.00289058 0.0018084 0.00278207 internal_weight=326091 326052 96360.4 94487.2 94085.4 81568.8 5396.79 2134.44 3262.35 1533.09 1729.26 12516.6 7939.14 1226.62 1688.88 536.316 1152.56 6250.26 860.749 1417.19 76172 18973.1 8006.54 7365.73 6727.5 5290.22 416.666 10966.6 7606.95 6261.66 internal_count=1411416 1410591 413546 403986 402302 350892 23356 9484 13872 6511 7361 51410 32575 5597 6866 2196 4670 25709 3600 6040 327536 79614 34017 31308 28593 22552 1792 45597 31571 25974 is_linear=0 shrinkage=0.03 Tree=319 num_leaves=31 num_cat=0 split_feature=1 3 1 2 2 2 3 2 2 1 0 0 0 0 2 2 2 2 0 2 2 2 1 3 3 2 3 2 0 2 split_gain=5.33681 5.08463 27.4714 25.2517 25.4833 167.118 57.7638 59.9266 52.7411 35.7611 25.792 22.9512 31.6544 21.8019 21.6354 28.4804 28.4613 19.7727 23.0533 18.4136 36.7752 24.8904 22.37 46.4814 24.6068 31.7963 23.3755 36.2196 26.7561 25.5448 threshold=-57.499999999999993 1.532000005245209 -8.4999999999999982 71819.058593750015 8374.6435546875018 4911.6706542968759 1.1510000228881838 6665.8681640625009 6368.3278808593759 -3.4999999999999996 43.500000000000007 51.500000000000007 41.500000000000007 52.500000000000007 12078.030273437502 10270.009765625002 17792.297851562504 9587.6123046875018 46.500000000000007 291.56593322753912 203.28157806396487 310.97680664062506 1.0000000180025095e-35 2.9229999780654912 1.5979999899864199 177.71882629394534 2.3904999494552617 145.45140075683597 60.500000000000007 195.44509887695315 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 13 9 -8 -10 12 14 -7 15 -6 -16 18 -14 20 22 -21 23 24 25 -3 27 -24 -29 -30 right_child=1 19 3 -5 11 6 8 -9 10 -11 -12 -13 17 -15 16 -17 -18 -19 -20 21 -22 -23 26 -25 -26 -27 -28 28 29 -31 leaf_value=0.011176942532903083 0.0037569752779421082 -0.0027837977851871707 0.00028497874625089796 -0.0074214631158791792 0.0024315959534439375 -0.0071796441016186256 -0.019654022438838722 0.0044961571220058002 -0.015854859835366483 -0.002330497212592124 -0.0083435122635989959 0.0030698465073619821 0.007962903988805085 0.0049585651339635337 -0.0032912179626265695 0.016270865441487023 0.0061557824068203242 -0.0012570344035407065 -0.0019325196936410311 0.0027239598013895595 -0.0019281316483989218 -6.7876734240761424e-05 -0.00077945764686113519 0.012411158830229143 0.0023353928351888022 -0.03874262958929249 -0.004354858316563421 0.018753678690759071 0.0096087754877393801 -0.02200877870497895 leaf_weight=38.270561941899359 1870.0367941111326 85.535942852497101 76169.41434981674 401.61069649457932 281.01968069374561 1072.8361871019006 116.03251646459103 908.32562212646008 676.9304310977459 1416.2466274797916 1048.9731549471617 4575.7294563800097 484.84718860685825 152.05116721987724 540.04002623260021 255.52267822623253 612.59809283912182 5389.0351705700159 376.3693620711565 2913.7795003503561 11909.789051778615 210772.36307388265 978.56552074849606 430.37114790827036 1375.0667893961072 29.856345862150192 918.25911732763052 172.89655254781246 72.94468866288662 33.587283492088318 leaf_count=825 9560 370 327536 1684 1157 4954 471 3887 2848 6040 4513 18835 2025 643 2198 1039 2472 22109 1575 12299 50428 916507 4213 1942 5777 120 4166 745 329 149 internal_value=-2.52795e-05 -2.65944e-05 0.000156329 8.50595e-05 0.000117105 -7.63088e-05 -0.00518056 -0.00134288 -0.00769319 -0.00364233 -0.0112896 0.00137757 0.000402268 -0.00567287 0.00404606 0.0090224 0.00172962 -0.000582497 0.0036384 -0.000103324 -0.00108474 -2.98078e-05 0.00136692 0.00372646 0.00121875 -0.0120877 -0.000715679 0.0019407 0.0114668 -0.000359572 internal_weight=326079 326041 96347.6 94477.6 94076 81560.8 5391.4 2133.21 3258.18 1532.28 1725.9 12515.2 7939.43 1224.89 1689.18 536.542 1152.64 6250.25 861.217 229693 16006.9 213686 4097.08 1920.83 1490.46 115.392 2176.25 1257.99 279.429 106.532 internal_count=1411416 1410591 413546 403986 402302 350892 23356 9484 13872 6511 7361 51410 32575 5597 6866 2196 4670 25709 3600 997045 68239 928806 17811 8209 6267 490 9602 5436 1223 478 is_linear=0 shrinkage=0.03 Tree=320 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 3 2 2 2 1 3 3 0 0 0 1 0 2 0 0 0 1 1 2 2 1 2 1 3 2 split_gain=5.34031 10.397 20.1813 22.6847 10.0863 13.5496 12.3588 12.0699 12.0039 12.7281 11.37 10.8897 11.0656 8.72416 9.93654 14.616 7.96015 7.63386 6.76228 12.04 7.30697 6.64831 12.8313 7.40236 10.7888 12.177 8.33346 6.24404 6.22081 6.0723 threshold=4.5000000000000009 12.393000125885012 24919.096679687504 4255.0842285156259 113.878231048584 2.5095000267028813 207.88987731933597 265.23049926757818 235.10141754150393 5.5000000000000009 1.1510000228881838 1.8174999952316286 43.500000000000007 6.5000000000000009 95.500000000000014 82.000000000000014 48.500000000000007 99992.636718750015 63.500000000000007 44.500000000000007 41.500000000000007 50.500000000000007 24.500000000000004 40737.804687500007 99992.636718750015 5.5000000000000009 31594.402343750004 20.500000000000004 1.7404999732971194 252.50982666015628 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 5 10 -6 8 11 28 16 12 -8 17 21 27 -2 -4 19 20 -11 22 23 26 -25 -26 -15 -16 -10 -21 right_child=1 2 13 -5 6 -7 7 -9 9 18 -12 -13 -14 14 15 -17 -18 -19 -20 29 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=2.2308539787177657e-05 0.034610501109072281 0.001967095821891664 -0.00010282661531111698 -0.030112124778257459 -0.0034919585041765806 0.036656067960610599 -0.0063306516429665885 -0.00043147099883104759 0.028308641688983317 0.0052953243678322045 -0.0025643803169469945 0.017509088880398836 0.0039370399492497186 -0.0055800966317618283 0.0044113055338844817 -0.025075465639857093 0.0083311978766249829 0.024467329067591189 -0.010155944788149657 0.011232034703956617 -0.013860878130530496 0.011365263173596235 -0.027851738407958213 -0.036318603772666304 -0.026004989544563449 0.004088225091509236 0.023420770085298973 0.030322001142473933 0.010148721481516205 0.033786066929641763 leaf_weight=307658.69930225122 14.174433857202528 31.335891827940941 26.903522819280624 54.076076045632362 1141.5216434597969 13.023522429168223 182.90351362526417 16239.664018660784 35.901796907186508 118.22783626616001 79.73467829823494 30.849063962697983 195.36983458697796 23.256286889314651 16.249124348163605 9.1207302454859001 38.688422679901123 19.724729225039482 24.118227928876877 26.773153826594353 21.122742384672165 14.647497050464152 28.341192677617073 12.411694705486296 17.679407596588135 38.358145788311958 14.463569551706312 17.263464093208313 32.206805691123009 17.944185227155685 leaf_count=1326700 67 154 114 243 6862 60 1042 72304 166 671 407 155 1008 96 74 178 195 79 139 139 118 82 132 52 71 155 60 82 158 86 internal_value=-7.48622e-06 -0.000502015 -0.00583031 -0.0183429 -0.000407273 0.00745652 -0.000470657 -0.000266883 0.00363271 0.00846379 0.00458859 0.000370108 -0.00102762 -0.00134777 -0.00417735 0.00859506 0.0153776 0.0102909 0.00478088 0.00673803 0.00239163 -0.00782805 -0.00991811 -0.00513083 -0.0110112 -0.00540595 0.0055402 0.0177588 0.0197213 0.0202825 internal_weight=326195 18536.1 323.831 85.412 18212.2 145.621 18066.6 16925.1 685.417 276.295 132.598 409.122 378.273 238.419 191.791 42.6333 52.8629 46.6283 208.186 184.068 139.351 149.158 134.51 106.169 68.4492 56.0376 37.7199 33.5126 68.1086 44.7173 internal_count=1411849 85149 1572 397 83577 729 82848 75986 3682 1477 669 2205 2050 1175 982 334 262 193 1153 1014 789 648 566 434 278 226 156 156 324 225 is_linear=0 shrinkage=0.03 Tree=321 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 2 2 1 3 3 0 0 0 1 0 2 0 0 0 1 1 2 2 1 2 1 3 2 0 split_gain=5.02675 9.81357 19.1088 21.6167 9.48438 15.4323 11.3402 11.2349 11.8314 10.7132 10.1694 10.4323 8.21758 9.36818 13.8682 7.72294 7.19338 6.36078 11.1908 6.89846 6.26054 12.1603 6.97073 10.213 11.461 7.83502 5.91427 5.74013 5.73683 34.7131 threshold=4.5000000000000009 12.393000125885012 24919.096679687504 4255.0842285156259 142.59513854980472 207.88987731933597 265.23049926757818 235.10141754150393 5.5000000000000009 2.5095000267028813 1.8174999952316286 43.500000000000007 6.5000000000000009 95.500000000000014 82.000000000000014 58.500000000000007 99992.636718750015 63.500000000000007 44.500000000000007 41.500000000000007 50.500000000000007 24.500000000000004 40737.804687500007 99992.636718750015 5.5000000000000009 31594.402343750004 20.500000000000004 1.7404999732971194 54479.306640625007 58.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 9 -6 7 10 27 15 11 -7 16 20 26 -2 -4 18 19 -10 21 22 25 -24 -25 -14 -15 -9 -8 -30 right_child=1 2 12 -5 5 6 28 8 17 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=2.1639337551632239e-05 0.0058358319957109691 0.001906561188180538 -9.9739437491248606e-05 -0.029446634639499272 -0.0040351640752354827 -0.0061619639662609743 -0.00026728377685579925 0.027184710561936342 0.0051217032586774432 0.029711134345762221 0.016852926767242437 0.0038121048707338268 -0.0054141485282810332 0.0042750776510836258 -0.024793321209146939 -0.010708297505190074 0.023757999229024739 -0.0099073746847335251 0.019507895870683002 -0.013545100673947289 0.01100312712444741 -0.027138649692837986 -0.03536994845210522 -0.025232488041310435 0.0039658586933129548 0.02270105465834981 0.029505552961205127 0.009801093706132304 -0.0056343574927819433 0.0066817405792989754 leaf_weight=307658.46455853223 207.62141243368387 31.360510788857937 26.903948768973351 53.645798206329346 1033.4560021981597 182.28285486996174 15148.081866048276 36.258944034576416 118.56336729228497 15.304812252521513 31.084975093603134 195.71421635150909 23.250133439898491 16.263680443167686 8.9503772817552072 28.933201044797897 19.704528614878654 23.98370772600174 45.090845480561256 20.9690792709589 14.675258442759512 28.215224117040634 12.362982273101805 17.674115657806396 38.355466961860657 14.474284067749975 17.209741786122322 32.346477851271629 814.6091264039278 275.66037712991238 leaf_count=1326700 1114 154 114 243 6251 1042 67788 166 671 70 155 1008 96 74 178 156 79 139 225 118 82 132 52 71 155 60 82 158 3357 1159 internal_value=-7.26527e-06 -0.000487098 -0.00567013 -0.0178798 -0.000395151 -0.000476232 -0.000258916 0.00351844 0.00818127 0.00538611 0.000358695 -0.000997725 -0.00130993 -0.00406033 0.00837742 0.00381231 0.00998653 0.00462703 0.00651513 0.00231644 -0.00760147 -0.00963394 -0.00497965 -0.0106902 -0.00524454 0.00537323 0.0172469 0.0189886 -0.000418561 -0.00252039 internal_weight=326191 18533 323.046 85.0063 18210 17958.1 16924.6 686.294 277.212 251.859 409.082 377.997 238.04 191.431 42.4238 236.555 46.6085 208.607 184.623 139.532 149.007 134.332 106.117 68.3926 56.0296 37.7244 33.4734 68.6054 16238.4 1090.27 internal_count=1411849 85149 1572 397 83577 82237 75986 3682 1477 1340 2205 2050 1175 982 334 1270 193 1153 1014 789 648 566 434 278 226 156 156 324 72304 4516 is_linear=0 shrinkage=0.03 Tree=322 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 3 3 2 2 2 1 3 0 0 0 1 0 3 0 2 0 2 0 1 1 1 2 2 1 2 split_gain=4.73162 9.26408 18.0954 20.6046 9.00867 12.0998 11.6733 11.0385 10.6556 10.5177 11.0922 9.50047 9.9281 7.74131 8.83336 13.1602 7.31626 7.02142 10.4602 6.78083 6.50091 7.18753 9.75286 6.42434 5.89622 11.5262 6.56545 9.67451 10.7906 7.36834 threshold=4.5000000000000009 12.393000125885012 24919.096679687504 4255.0842285156259 113.878231048584 1.9854999780654909 1.1510000228881838 207.88987731933597 265.23049926757818 235.10141754150393 7.5000000000000009 1.8174999952316286 47.500000000000007 6.5000000000000009 95.500000000000014 82.000000000000014 48.500000000000007 1.6674999594688418 56.500000000000007 99992.636718750015 54.500000000000007 225.45304870605472 56.500000000000007 6.5000000000000009 50.500000000000007 24.500000000000004 40737.804687500007 99992.636718750015 5.5000000000000009 31594.402343750004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 5 6 16 -6 9 11 17 12 -9 19 24 -16 -2 18 -11 -4 -14 -22 -23 -24 25 26 29 -28 -29 -15 right_child=1 2 13 -5 7 -7 -8 8 -10 10 -12 -13 20 14 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 27 28 -30 -31 leaf_value=2.0990146206627538e-05 0.032893430032856365 0.0018479385099038565 -9.6745813824613124e-05 -0.028801553609842954 -0.003304478474370156 0.030531257473250546 -0.0037181156876687875 -0.0047398012346051349 -0.00040604650706647493 0.010880726172945811 0.0014418650243904585 0.016227959977855266 0.024905123625313011 -0.0052531664995963366 0.016751666662899085 -0.024511417235272608 0.0078569232961299591 0.0084332929825947957 0.037164031947360683 0.023075232424164101 -0.0019816536161750956 0.033023385325461833 -0.010012579695451353 0.017882495940313131 0.010653451811769845 -0.026447802764673553 -0.034462491704410736 -0.024490651456145155 0.0038471781688716321 0.022009230119060565 leaf_weight=307658.23675127164 14.387528881430624 31.384343825280666 26.904362767934799 53.208571217954159 1137.2626999989152 17.376970686018467 75.589956402778625 235.90399184823036 16236.694684349 32.622881755232811 128.43534913659096 31.310134291648865 13.751952439546583 23.243845015764236 33.430468238890171 8.7842420209199172 38.924610197544098 93.630966678261757 23.404530256986618 19.679308459162712 83.626461818814278 14.616904735565184 15.794938072562219 14.031204432249067 14.701820336282251 28.085647627711296 12.308683857321737 17.663342535495758 38.35257114470005 14.48126535117626 leaf_count=1326700 67 154 114 243 6862 78 389 1328 72304 159 741 155 67 96 156 178 195 476 101 79 436 67 74 78 82 132 52 71 155 60 internal_value=-7.0507e-06 -0.00047263 -0.00551496 -0.0174305 -0.000383393 0.00703157 0.00386364 -0.000443447 -0.000251189 0.00340805 0.00790946 0.000347651 -0.000968688 -0.00127331 -0.00394701 0.00816544 0.0146136 0.0134599 0.0218601 0.00969227 0.00530413 0.0031994 0.0129484 0.00311019 -0.00738247 -0.00935929 -0.00483366 -0.0103802 -0.00508851 0.00521185 internal_weight=326188 18529.6 322.228 84.5929 18207.4 146.279 128.902 18061.1 16923.8 687.129 278.094 409.036 377.725 237.636 191.052 42.2147 53.3121 149.658 56.0274 46.5837 141.821 128.07 44.443 29.8261 148.837 134.135 106.05 68.3246 56.0159 37.7251 internal_count=1411849 85149 1572 397 83577 729 651 82848 75986 3682 1477 2205 2050 1175 982 334 262 736 260 193 722 655 219 152 648 566 434 278 226 156 is_linear=0 shrinkage=0.03 Tree=323 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 0 2 1 2 2 2 2 0 2 2 1 2 2 0 1 2 2 0 2 2 2 0 2 0 2 split_gain=4.68996 43.8349 65.0606 32.9945 28.0266 26.3429 101.633 62.2278 39.7504 38.208 55.1727 31.5237 27.1082 22.4551 22.0994 21.5216 34.3052 21.0871 32.1642 23.9711 20.6229 29.2344 21.1505 21.7304 127.232 20.3418 31.0629 33.3173 30.2546 29.7357 threshold=4.5000000000000009 47442.083984375007 13515.104003906252 13771.215820312502 11817.106933593752 3.5000000000000004 65050.789062500007 1.0000000180025095e-35 58311.849609375007 79002.019531250015 99992.636718750015 54479.306640625007 2.5000000000000004 3346.970825195313 6665.8681640625009 1.0000000180025095e-35 17336.302734375004 71819.058593750015 2.5000000000000004 1.5000000000000002 22629.428710937504 30543.693359375004 2.5000000000000004 16861.583007812504 17792.297851562504 26691.365234375004 3.5000000000000004 28435.229492187504 1.5000000000000002 27583.159179687504 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 7 -3 11 17 -11 -7 -12 -1 -15 16 -5 19 -19 -8 22 25 23 -17 -25 -22 27 -27 -29 -28 right_child=-2 5 3 15 -6 8 9 -9 -10 10 12 -13 -14 14 -16 20 -18 18 -20 -21 21 -23 -24 24 -26 26 29 28 -30 -31 leaf_value=-0.004855552640388487 -3.1478906275410992e-05 0.0019220092258621932 -0.024280975313033196 0.011061812614619401 0.019351299728140925 0.004585843436790818 0.0011703372865264569 -0.015335745514166972 0.0012588922284376884 -0.0046089220007414205 0.0043651031985682005 0.015200140113304663 -0.00095277288926918829 0.0047500285202588298 -0.0017768813381148641 -0.012775026425755381 -0.0038802727118664188 -0.009097162998363599 0.014961546842876282 0.024861828317901832 -0.0046708954201161628 -0.0088684039308688008 -0.01880529242611536 0.11878195093717359 -0.0094381355659171745 -0.0035565945662085923 0.018906372126410106 0.07510581386590208 0.023441642367933994 -0.020211166084981115 leaf_weight=480.36758073233068 311570.90142608061 291.92426404822618 80.226577872410417 164.34831001795828 76.98050507158041 641.21431672200561 451.05224498175085 528.43832020461559 1604.1853043735027 1202.5412258785218 2777.6364363087341 414.68319656699896 1251.3849387355149 1276.7621930879541 736.0320095885545 93.337782651185989 872.05624562781304 56.866171101108193 414.90360879898071 42.017174988985062 162.11730130016804 565.89709220826626 233.07608179748058 8.3333809524774534 42.419033080339432 25.137977287173271 30.78493644297123 14.59963023662567 33.861466079950333 40.49607926607132 leaf_count=2445 1319669 1885 945 1353 512 3356 2605 2555 7067 5644 25336 2511 5737 10922 3851 845 5314 445 3181 201 887 2552 1039 52 265 159 126 78 140 172 internal_value=-6.8426e-06 0.000518416 -0.00178194 -0.00537086 0.00152289 0.00169199 0.000728233 -0.00919461 0.00423417 0.00204195 0.00103028 0.0087544 0.00271341 0.000972406 0.00236329 -0.00470735 -0.00151082 0.00752746 0.0120616 0.00318922 -0.00735753 -0.00482464 -0.0132195 -0.00418414 0.0116152 0.00262936 0.0107982 0.0244688 0.0390062 -0.00331703 internal_weight=326185 14613.7 4936.83 2366.69 2570.14 9676.85 7016.76 820.363 2660.08 6196.4 5231.56 1055.9 4029.02 2493.16 2012.79 2286.47 1036.4 964.839 471.77 493.069 1250.06 872.894 377.166 144.09 50.7524 306.997 144.88 73.5991 48.4611 71.281 internal_count=1411849 92180 31657 13927 17730 60523 47589 4440 12934 43149 36717 5867 31073 17218 14773 12982 6667 6432 3626 2806 6315 4114 2201 1162 317 1562 675 377 218 298 is_linear=0 shrinkage=0.03 Tree=324 num_leaves=31 num_cat=0 split_feature=0 2 0 0 0 0 2 2 1 1 0 0 0 2 2 0 2 2 1 2 1 0 1 1 0 0 2 2 0 2 split_gain=4.48189 23.4685 32.0029 38.977 23.9909 22.1112 29.8705 39.5674 32.552 27.9289 25.6774 24.8754 21.0233 40.4454 40.6495 77.7954 45.3836 43.1792 35.6341 32.2973 29.1522 28.9519 34.537 30.1562 26.9892 56.2061 78.9288 63.0508 35.9973 41.9664 threshold=49.500000000000007 52483.353515625007 55.500000000000007 72.500000000000014 78.500000000000014 81.500000000000014 3751.9816894531255 6088.5393066406259 -21.499999999999996 -36.499999999999993 50.500000000000007 73.500000000000014 58.500000000000007 3673.077514648438 3407.3515625000005 60.500000000000007 1236.168395996094 252.50982666015628 -6.4999999999999991 200.29206085205081 29.500000000000004 74.500000000000014 3.5000000000000004 -1.4999999999999998 65.500000000000014 61.500000000000007 2799.732299804688 1384.018249511719 72.500000000000014 2180.0605468750005 decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 9 10 -9 -2 -8 -12 -11 14 16 -16 17 19 -15 -14 -19 23 -23 -20 25 26 27 -18 29 -26 right_child=1 2 3 4 -6 -7 7 8 -10 12 11 -13 13 18 15 -17 24 20 21 -21 -22 22 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-7.4936483168274462e-05 -0.035488135441813999 -0.011568443389253176 0.0082058989537765244 -0.003746906587838366 0.0024079795632481501 -0.0014801134360477612 -0.0060713218126506241 0.02819806484145522 0.0002672568126107241 0.00034092954261926963 0.004179082394710102 -0.001753745261819798 0.0006487256989808907 -0.031110993898524824 0.016367285594376342 -0.00023358339499876017 -0.028560923942404403 0.0010462193943002358 -0.016061558052092167 -0.004866157396739507 0.040866047593991976 0.0066702644819749881 -0.022341186595177379 -0.0042593999218846273 -0.016094700998010671 0.0038953043536324671 -0.010049639923243439 0.0047452618367121724 -0.0019742680305859872 -0.003487436362283373 leaf_weight=236836.47821654286 20.147402733564377 147.60037997364998 908.52375414967537 695.18157868087292 3164.3712362237275 7657.53793046996 263.32508817315102 37.641024008393288 16195.473386436701 31467.862727463245 5500.2989076822996 719.21747079491615 1630.8547975122929 44.956049650907516 369.90853294730186 811.2138781696558 54.931573539972305 10269.711775764823 221.58595779538155 2308.7115959227085 16.573536142706871 333.80137830972672 41.524955630302429 1614.7845556735992 505.43136093020439 1104.2762009650469 1053.191113576293 743.94363594055176 976.88947726786137 448.49033008515835 leaf_count=1030607 97 609 3904 2945 14067 32572 1215 274 66536 138367 22557 2914 7086 203 1505 3311 231 43256 918 9904 72 1447 214 7199 2104 4517 4286 3041 4054 1837 internal_value=-6.63924e-06 0.000174438 0.00218947 0.00261536 0.00129936 5.70948e-05 0.000210456 0.00112326 0.000332022 -0.000173253 0.00310453 0.00349302 -0.000160081 -0.000859203 -0.000435539 0.00496554 -0.000769308 8.75231e-05 -0.00466923 -0.00258317 0.00111038 -0.00413176 0.00346053 -0.00568351 -0.00326343 -0.00146173 -0.00465582 0.00245509 -0.00602208 -0.0101673 internal_weight=326164 89328 4915.68 4768.08 3859.55 84412.3 76754.7 22716 16233.1 54038.8 6482.84 6219.52 54018.6 22550.8 20294.1 1181.12 19113 14225.9 2256.65 3939.57 10286.3 2211.7 375.326 1836.37 4887.15 2956.34 1852.07 798.875 1930.81 953.922 internal_count=1411849 381242 21525 20916 17012 359717 327145 93496 66810 233649 26686 25471 233552 95185 85204 4816 80388 60318 9981 16990 43328 9778 1661 8117 20070 12075 7558 3272 7995 3941 is_linear=0 shrinkage=0.03 Tree=325 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 1 0 1 2 1 2 2 2 0 2 split_gain=4.81237 7.99841 3.88871 15.5751 28.8822 37.4482 23.308 24.2878 15.328 45.5066 42.4745 22.8466 17.213 22.3157 36.4112 18.9178 17.1746 16.147 14.1484 29.1828 12.3822 12.2745 11.9452 11.7962 10.1817 55.5341 37.1514 25.2318 19.1079 19.0891 threshold=-51.499999999999993 54479.306640625007 1.0619999766349795 1.1054999828338625 2799.732299804688 6368.3278808593759 2533.3342285156255 1.0000000180025095e-35 503.44865417480474 540.01754760742199 415.59368896484381 361.94923400878912 586.15780639648449 1148.0775146484377 1494.5967407226565 855.65197753906261 1236.168395996094 4.5000000000000009 1957.453552246094 2134.5515136718755 1.5000000000000002 51.500000000000007 1.0000000180025095e-35 42314.533203125007 1.0000000180025095e-35 271.27960205078131 271.27960205078131 188.89690399169925 51.500000000000007 297.03073120117193 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 6 -6 8 -8 10 -10 11 24 -11 15 16 21 -15 18 20 -20 22 -14 -16 -7 26 27 -4 -26 -28 -27 right_child=2 -3 3 -5 5 23 7 -9 9 12 -12 -13 13 14 17 -17 -18 -19 19 -21 -22 -23 -24 -25 25 29 28 -29 -30 -31 leaf_value=0.0012571857700438699 0.00042583053515979081 0.025561458470306959 0.0013155678954837754 -1.4931479331323392e-06 -0.0048905821683076318 0.0014255814741973296 -0.0013857416484164059 0.013230625519074956 -0.017368937055125037 0.028310716633725794 0.017434096308941008 -0.019628820034041986 -0.0062475669209409506 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1288277 14920 6084 746 965 731 77 584 244 400 152 1154 1427 315 1004 1006 3742 476 274 857 269 4434 490 187 1784 161 95 internal_value=-1.61748e-05 0.00865916 -1.77052e-05 -4.18994e-05 -0.00116361 -0.0029711 0.000173774 0.00700947 -0.000322764 -0.0019594 0.00114015 0.000369008 -0.000982051 -0.00118886 9.50582e-05 -0.00734914 0.0169471 -0.000830337 -0.00184723 -0.00380041 0.00188952 0.00131748 -0.00023237 0.000868591 0.000722965 -0.000975302 0.00261334 0.000628673 0.021687 -0.0216995 internal_weight=326200 57.5377 326143 309273 10753.2 4572.91 6180.33 418.532 5761.8 2719.43 3042.37 2904.89 2557.24 2539.31 2101.35 437.96 109.385 1991.97 1744.67 1145.78 598.894 149.37 482.214 1524.11 2854.37 1503.58 1350.79 1395.57 86.0523 108.012 internal_count=1412031 1086 1410945 1336045 47768 21273 26495 1711 24784 11615 13169 12585 10884 10807 8706 2101 467 8239 7235 4748 2487 674 2011 6353 12341 6803 5538 6218 348 585 is_linear=0 shrinkage=0.03 Tree=326 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 0 1 1 2 2 1 2 2 2 2 split_gain=4.56385 7.76312 3.65898 14.6679 27.199 35.2963 21.937 22.872 14.4297 43.0057 39.8945 30.7568 21.6259 21.414 34.263 17.286 16.1641 15.1865 13.3087 27.4274 12.6885 11.6371 11.2462 11.1116 9.75634 9.58508 52.8529 35.0334 23.7209 18.3513 threshold=-51.499999999999993 54479.306640625007 1.0619999766349795 1.1054999828338625 2799.732299804688 6368.3278808593759 2533.3342285156255 1.0000000180025095e-35 503.44865417480474 540.01754760742199 415.59368896484381 563.99078369140636 361.94923400878912 1148.0775146484377 1494.5967407226565 855.65197753906261 1236.168395996094 4.5000000000000009 1957.453552246094 2134.5515136718755 51.500000000000007 1.5000000000000002 1.0000000180025095e-35 42314.533203125007 1896.9642333984377 1.0000000180025095e-35 271.27960205078131 271.27960205078131 188.89690399169925 297.03073120117193 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 6 -6 8 -8 10 -10 12 -11 25 15 16 20 -15 18 21 -20 -13 22 24 -7 -16 27 28 -4 -27 -28 right_child=2 -3 3 -5 5 23 7 -9 9 11 -12 13 -14 14 17 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=0.001220704377907804 0.00041305844213469225 0.025352063054031062 0.0012762658462668387 -1.4483445340851865e-06 -0.0047499261202244457 0.001382753232331938 -0.0013438719171052702 0.012840852531809619 -0.016911124280856445 0.04852714368125171 0.016884867123845484 -0.0067549571064378254 -0.0191590267575634 -9.2477481736127473e-05 0.0064223374985493183 -0.011525887580566921 0.024485748658088963 0.0061501449045198347 -0.01263924298536848 -0.0012799113500990666 0.010468193485611127 0.010329777582924632 -0.0054414086140632655 -0.011303700451709715 -0.0085164577997895972 -0.0019738174876822879 -0.026918936685859568 0.021075250358367846 0.0065313638049288207 0.0061426063704108028 leaf_weight=39.97450761590153 16870.213556915522 17.143815260846168 1264.5724959522486 298519.2762508993 3044.9711059257388 1459.1877272725105 178.17816697061062 240.26047019660473 161.5949222445488 11.256536543369291 137.68877013027668 86.870343551039696 50.21250781416893 35.800634369254112 224.24267110228539 287.45378336310387 73.571560233831406 247.42964234948158 242.69871094822884 903.3668138384819 69.134056821465492 116.78345131874084 209.95662842690945 64.899086013436317 47.718505695462227 971.53074731677771 88.632237568497658 85.897443935275078 423.89251443743706 18.215250164270401 leaf_count=448 74900 638 5190 1288277 14920 6084 746 965 731 48 584 413 244 152 952 1427 315 1004 1006 3742 290 476 857 269 202 4434 490 348 1784 95 internal_value=-1.56934e-05 0.00846363 -1.71785e-05 -4.06476e-05 -0.00112958 -0.00288447 0.000168491 0.00680076 -0.000313438 -0.00190185 0.00110636 -0.000953039 0.000357978 -0.00117189 9.22033e-05 -0.00716247 0.0164406 -0.000805328 -0.0017917 -0.00368544 0.00087756 0.0018334 -0.000225537 0.000842535 0.00380117 0.000701507 -0.000947249 0.00253559 0.000609831 -0.0212826 internal_weight=326193 57.1183 326136 309265 10746 4569.06 6176.96 418.439 5758.52 2717.88 3040.64 2556.28 2902.95 2545.03 2101.57 443.458 109.372 1992.2 1744.77 1146.07 156.004 598.701 481.918 1524.09 271.961 2852.74 1502.27 1350.47 1395.42 106.847 internal_count=1412031 1086 1410945 1336045 47768 21273 26495 1711 24784 11615 13169 10884 12585 10836 8706 2130 467 8239 7235 4748 703 2487 2011 6353 1154 12341 6803 5538 6218 585 is_linear=0 shrinkage=0.03 Tree=327 num_leaves=31 num_cat=0 split_feature=1 2 2 2 2 0 2 2 2 2 1 2 2 2 0 1 2 2 2 1 2 2 2 2 2 1 1 1 2 0 split_gain=4.32753 7.5327 3.64705 4.26114 7.31825 3.52384 37.4787 55.2301 29.8326 26.536 25.2776 30.3035 31.8206 25.6445 25.8244 24.7042 23.7996 22.9311 22.0651 24.954 34.4889 20.9011 26.6592 21.2843 32.5974 23.7419 20.218 19.1207 20.6871 28.2156 threshold=-51.499999999999993 54479.306640625007 29513.294921875004 9801.5458984375018 3178.1462402343755 4.5000000000000009 47442.083984375007 13515.104003906252 13771.215820312502 12078.030273437502 1.5000000000000002 42314.533203125007 39114.154296875007 30543.693359375004 3.5000000000000004 -1.4999999999999998 33836.650390625007 36319.728515625007 26691.365234375004 1.0000000180025095e-35 25796.883789062504 3346.970825195313 6368.3278808593759 8173.5148925781259 10057.160644531252 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 28435.229492187504 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 6 7 9 -9 21 11 12 13 18 16 -13 -15 -18 19 20 -10 -2 26 -24 -25 -26 -23 -20 -29 -30 right_child=5 -3 -4 -5 -6 -7 -8 8 10 -11 -12 15 -14 14 -16 -17 17 -19 27 -21 -22 22 23 24 25 -27 -28 28 29 -31 leaf_value=0.017301325395750657 -0.0047024156714990991 0.025141808608559531 -0.015313140649045558 0.014732348011521079 -0.030995748658581193 -3.7972102956794994e-05 0.0015293390419003588 -0.023166870517627391 0.0043926048958515271 0.022552906447473337 -0.013700008818695202 0.0075062985154102447 0.010373815717269006 0.0067062407393993929 -0.023097297203147699 -0.013933063845016854 -0.021789920577816813 -0.0015655903376805048 -0.0022163861726029999 -0.007336258146758398 -0.037566028764837112 0.001477146975752515 -0.0070777416130564036 0.014237916505736827 0.0058268437215096914 -0.011891836064429869 0.00923163067259993 0.00081944118292503944 0.040624558845957393 -0.0032323065144108007 leaf_weight=5.2999510169029254 478.28941579349339 16.77417668281123 9.2620301591232401 19.330578427761793 6.0432920604944229 311585.13245728426 9619.5107015809044 78.491132697090507 418.26646947022527 52.177254479378462 234.12343031167984 56.571799343451858 180.00267302244902 100.75815715640783 95.492660947144032 333.70607978105545 95.798307195305824 106.60551708191633 80.839227817952633 470.09967690706253 18.407013420015574 653.12313742854167 383.6879355777055 144.4001866877079 130.83624862134457 141.85122586786747 563.84329982101917 42.13162961602211 45.451249599456787 18.607529535889626 leaf_count=50 2437 638 112 221 65 1319592 59801 938 2941 378 988 386 947 636 424 1849 471 510 451 2784 104 8229 1981 780 739 692 2381 226 201 79 internal_value=-1.52265e-05 0.00827132 0.00118525 0.00616697 -0.0084297 -1.66674e-05 0.000439785 -0.00168895 -0.00497992 0.00137877 -0.00435841 -0.00329812 -0.0015416 -0.0029787 -0.00949256 -0.0108254 -0.00520721 -0.0111378 -0.000604612 -0.00253974 0.00262393 0.000936142 0.00227272 -0.00197833 0.00271274 -0.00339036 0.00506994 0.00877746 0.0171467 0.0278852 internal_weight=326185 56.71 39.9359 30.6738 11.3432 326128 14543.1 4923.56 2375.35 2548.21 2296.86 2062.74 1672.46 1492.46 398.655 390.278 303.162 202.404 1093.8 906.773 436.673 2496.03 2017.74 800.776 417.088 272.687 1216.97 187.03 106.19 64.0588 internal_count=1412031 1086 448 336 115 1410945 91353 31552 13935 17617 12997 12009 9774 8827 2041 2235 1617 981 6786 5829 3045 17239 14802 4192 2211 1431 10610 957 506 280 is_linear=0 shrinkage=0.03 Tree=328 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 1 0 1 2 1 2 0 2 1 1 split_gain=4.10536 7.30504 3.4534 13.7961 25.6133 33.2673 20.6475 21.5407 13.5842 40.6433 37.4787 20.4704 14.9784 19.8625 32.2468 16.9728 15.2193 14.2836 12.5192 25.7813 10.9378 10.8529 10.5883 10.467 9.26722 9.1825 8.82929 8.78941 8.36016 11.0924 threshold=-51.499999999999993 54479.306640625007 1.0619999766349795 1.1054999828338625 2799.732299804688 6368.3278808593759 2533.3342285156255 1.0000000180025095e-35 503.44865417480474 540.01754760742199 415.59368896484381 361.94923400878912 586.15780639648449 1148.0775146484377 1494.5967407226565 855.65197753906261 1236.168395996094 4.5000000000000009 1957.453552246094 2134.5515136718755 1.5000000000000002 51.500000000000007 1.0000000180025095e-35 42314.533203125007 -7.4999999999999991 1896.9642333984377 51.500000000000007 930.90408325195324 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -2 4 6 -6 8 -8 10 -10 11 24 -11 15 16 21 -15 18 20 -20 22 -14 25 -7 -4 -16 -21 -17 -29 -30 right_child=2 -3 3 -5 5 23 7 -9 9 12 -12 -13 13 14 17 27 -18 -19 19 26 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0011546922465521714 0.00040180852140741841 0.0249306427109433 0.012080750957373669 -9.6447415806257191e-07 -0.0046120888724915723 0.0013423551533167373 -0.0013021304903604299 0.012464522736859735 -0.016464695796805654 0.026287839529112372 0.016356992032972875 -0.018699373863577669 -0.0058793657434267456 -8.8565232723412362e-05 0.0062376459899613377 -0.022465557273593041 0.023762160640872491 0.0059636463284454726 -0.012250295026245677 0.0017754783510875662 0.010012847203012329 0.010434688481520987 -0.0052800837470932116 -0.010978627896457375 0.00042517131947134788 -0.0082484108304408648 -0.004156781240171107 -0.015825252724952218 0.0034984248867515133 -0.01326000797896856 leaf_weight=39.904355554841459 16870.106035657227 16.414230224210769 62.775957465171814 298511.83706987719 3041.2008515670896 1459.2461459115148 178.21674494445324 240.11317291855812 160.99519619345665 18.076527163386345 137.874985024333 49.90505076944828 83.888966843485832 35.800337299704552 224.000487819314 51.362368568778038 73.541496023535728 247.55767947435379 242.86705477535725 444.17753329873085 116.87735429406166 65.242296412587166 209.83692659437656 64.810725525021553 2788.3715329393744 47.783522889018059 459.28308215737343 91.9202940762043 77.08159875869751 65.969020888209343 leaf_count=448 74900 638 315 1288277 14920 6084 746 965 731 77 584 244 400 152 952 267 315 1004 1006 1849 476 274 857 269 12026 202 1893 378 393 389 internal_value=-1.47696e-05 0.00808427 -1.61682e-05 -3.89695e-05 -0.00109542 -0.00279918 0.000164503 0.00659966 -0.000303252 -0.00184489 0.0010747 0.000348399 -0.00092377 -0.00111764 9.05884e-05 -0.00694904 0.015953 -0.000779941 -0.00173673 -0.00357289 0.00178015 0.00125775 -0.000217721 0.000818404 0.000681801 0.00369079 -0.00124024 -0.0112234 -0.00876597 -0.00422987 internal_weight=326177 56.3186 326121 309251 10738.8 4565.26 6173.52 418.33 5755.19 2716.26 3038.93 2901.05 2555.27 2537.19 2101.73 435.465 109.342 1992.38 1744.83 1146.33 598.498 149.131 481.621 1524.06 2851.15 271.784 903.461 286.333 234.971 143.051 internal_count=1412031 1086 1410945 1336045 47768 21273 26495 1711 24784 11615 13169 12585 10884 10807 8706 2101 467 8239 7235 4748 2487 674 2011 6353 12341 1154 3742 1427 1160 782 is_linear=0 shrinkage=0.03 Tree=329 num_leaves=31 num_cat=0 split_feature=1 2 2 2 2 0 2 2 2 2 1 2 2 2 0 1 2 2 2 1 2 2 2 2 2 1 1 1 1 2 split_gain=3.89168 7.08434 3.41324 4.05152 7.09039 3.3102 35.2839 52.031 28.5446 25.1339 23.8433 28.4029 30.0249 24.1142 24.2066 23.1464 22.4021 21.6041 20.7262 23.561 31.9685 19.6631 25.0684 20.0189 30.7188 22.4361 18.9361 18.454 17.9276 17.3393 threshold=-51.499999999999993 54479.306640625007 29513.294921875004 9801.5458984375018 4712.1987304687509 4.5000000000000009 47442.083984375007 13515.104003906252 13771.215820312502 12078.030273437502 1.5000000000000002 42314.533203125007 39114.154296875007 30543.693359375004 3.5000000000000004 -1.4999999999999998 33836.650390625007 36319.728515625007 26691.365234375004 1.0000000180025095e-35 25796.883789062504 3346.970825195313 6368.3278808593759 8173.5148925781259 10057.160644531252 1.0000000180025095e-35 1.0000000180025095e-35 -1.4999999999999998 -2.4999999999999996 1896.9642333984377 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 9 -9 21 11 12 13 18 16 -13 -15 -18 19 20 -10 29 26 -24 -25 -26 28 -20 -23 -2 right_child=5 -3 -4 -5 -6 -7 -8 8 10 -11 -12 15 -14 14 -16 -17 17 -19 27 -21 -22 22 23 24 25 -27 -28 -29 -30 -31 leaf_value=0.011706793079185974 0.00365785442343125 0.024718516775610769 -0.014717556755146577 0.014441290443517786 -0.036305239515625268 -3.6329617743178148e-05 0.0014841607762217505 -0.022729496122195367 0.0042708049297795472 0.022006208761010317 -0.013312012386739513 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322.62951196357608 leaf_count=65 863 638 112 221 50 1319592 59801 938 2941 378 988 386 947 636 424 1849 471 510 114 2784 104 926 1981 780 739 692 2381 843 7303 1574 internal_value=-1.43286e-05 0.00789836 0.00112109 0.00598593 -0.00815346 -1.56857e-05 0.000426834 -0.0016394 -0.00483628 0.00133768 -0.00423113 -0.00320143 -0.00149741 -0.00289262 -0.00920806 -0.0104794 -0.00505411 -0.010807 -0.000587506 -0.00246936 0.00254948 0.000908098 0.00220488 -0.0019213 0.00263895 -0.0033011 0.00491527 0.00848837 0.00143408 -0.00455966 internal_weight=326171 55.9316 39.8678 30.4998 11.4136 326115 14535.5 4920.26 2372.55 2547.71 2294.93 2061.21 1670.16 1490.8 398.636 391.045 302.976 202.343 1092.16 904.597 436.046 2495.84 2017.38 799.8 415.879 271.681 1217.58 187.565 652.575 478.46 internal_count=1412031 1086 448 336 115 1410945 91353 31552 13935 17617 12997 12009 9774 8827 2041 2235 1617 981 6786 5829 3045 17239 14802 4192 2211 1431 10610 957 8229 2437 is_linear=0 shrinkage=0.03 Tree=330 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 2 2 2 0 2 0 1 0 2 0 2 1 0 2 2 0 0 2 0 2 1 2 2 0 split_gain=4.36106 31.9194 78.8945 51.6551 45.8497 42.6594 135.338 77.9284 152.328 77.0906 41.4528 37.466 36.3201 61.6714 35.4993 102.86 77.4188 31.4424 35.5628 37.1895 32.4731 30.066 28.955 77.4317 52.0788 100.403 59.4636 28.7596 51.3366 28.3695 threshold=17.500000000000004 10537.723632812502 3061.900268554688 89063.015625000015 1.5000000000000002 12.500000000000002 16861.583007812504 17336.302734375004 14362.723632812502 14.500000000000002 26691.365234375004 4.5000000000000009 1.0000000180025095e-35 14.500000000000002 14993.919433593752 13.500000000000002 15354.050781250002 1.0000000180025095e-35 10.500000000000002 14697.978027343752 11270.709472656252 6.5000000000000009 4.5000000000000009 47442.083984375007 3.5000000000000004 65050.789062500007 1.0000000180025095e-35 13196.084960937502 13771.215820312502 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 5 -5 6 17 8 9 -7 -9 -4 21 29 15 -10 -16 -3 20 -20 -19 -1 23 -8 25 26 -25 -11 -29 -14 right_child=-2 3 11 4 -6 7 22 10 14 27 -12 -13 13 -15 16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.0075235262463408175 -6.020357817678256e-05 -0.0014450331096795841 0.0013287529061628961 0.011057974591993249 -0.0010066872998884628 -0.0018599306444697051 -0.0048745325555329764 -0.011329527845643932 0.0039734901043859292 0.0045519127245114187 0.00034827876436821042 -0.0031365396881271965 -0.024961072580146966 0.0031057736905815438 -0.0043565352778001266 0.029257394269106694 0.015811031669350894 0.0037553672972976452 -0.008568342897694585 0.0025322787253982495 -0.012500715914863948 0.0014249902493692318 0.0025868901148972832 0.0024718395481987941 0.0076982743538957614 0.0047463124926417997 -0.014366519142574983 0.021000395713094065 -0.0032145590221876494 -0.002188865182117963 leaf_weight=788.94079536572099 248634.70054730028 1851.6915497630835 2021.9993330254219 289.20472042262554 14364.988203097135 2098.0354497432709 1924.7162860743701 301.77613668143749 240.64412725716829 2504.0635917261243 2927.2955013141036 10335.150904037058 49.634512171149254 2639.878622636199 248.31962046027184 363.6332713663578 552.39069081097841 125.06052675098181 535.29917177557945 551.43551856279373 956.11709047853947 9350.9454347193241 12283.918101832271 292.62926745414734 1195.2795109152794 1435.9337527025491 531.73733098432422 255.12796295434237 114.00624278187752 6133.2218251675367 leaf_count=4295 1048603 9215 14705 12007 63328 8847 10430 1235 1020 10420 11872 44092 249 11066 1047 1528 2355 584 2147 2211 4896 43300 53835 1903 6595 8742 2584 1070 476 26400 internal_value=9.7254e-07 0.000197839 -0.000540684 0.000701294 -0.000768588 0.00138971 0.000652452 0.00305406 0.00497702 0.00251193 -0.000743082 -0.00240588 0.000674789 -0.00073275 0.0136992 0.0191885 0.00955658 -0.00431597 -0.00676814 -0.00293562 -0.0106204 0.00189949 0.00178305 -5.22265e-05 0.00263374 -4.44594e-05 -0.00838933 0.0057043 0.0135217 -0.00237168 internal_weight=325898 77263.1 31319.8 45943.3 14654.2 31289.1 21683.8 9605.29 6376.22 4971.23 3229.07 12357.2 18962.6 8822.73 1404.99 604.277 800.71 4019.6 2167.91 1086.73 1081.18 10139.9 17664.2 5380.3 3455.58 2260.3 824.367 2873.2 369.134 6182.86 internal_count=1411057 362454 144107 218347 75335 143012 103142 39870 26763 20813 13107 58797 85310 37715 5950 2548 3402 19053 9838 4358 5480 47595 84089 30254 19824 13229 4487 11966 1546 26649 is_linear=0 shrinkage=0.03 Tree=331 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 2 0 2 0 1 2 1 0 0 2 2 0 2 2 0 1 0 2 2 0 0 2 0 split_gain=4.10547 30.0473 74.2261 49.0554 41.6824 129.166 70.2235 143.921 72.593 39.1357 35.273 36.1123 37 34.2014 58.0327 33.6445 40.927 33.6181 97.6447 73.1546 29.7822 32.5518 29.6789 33.6469 35.117 30.6953 28.4488 27.626 75.666 52.1258 threshold=17.500000000000004 10537.723632812502 3061.900268554688 79002.019531250015 12.500000000000002 16861.583007812504 17336.302734375004 14362.723632812502 14.500000000000002 29513.294921875004 5.5000000000000009 1.0000000180025095e-35 5561.5637207031259 1.0000000180025095e-35 14.500000000000002 4.5000000000000009 99992.636718750015 14993.919433593752 13.500000000000002 15354.050781250002 99992.636718750015 10.500000000000002 1.0000000180025095e-35 10.500000000000002 14993.919433593752 11270.709472656252 6.5000000000000009 4.5000000000000009 47442.083984375007 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 13 4 5 22 7 8 -6 -8 11 -4 -13 26 -15 16 -5 18 -9 -19 21 -17 -3 25 -25 -24 -1 28 -7 -30 right_child=-2 3 10 15 6 27 9 17 -10 -11 -12 12 -14 14 -16 20 -18 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31 leaf_value=0.0073255596163344563 -5.8397470996064616e-05 -0.0014009641540242103 -0.0025941440209790796 -0.0040001944622288432 -0.0018036823771042144 -0.0047258151451659526 -0.0090589080922674325 0.0038571803696196599 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953.36941760778427 9346.2060681730509 11876.261675208807 451.77005806565285 2496.0154586378485 leaf_count=4295 1048603 9215 12349 5756 8847 10430 1780 1020 11966 10307 40900 3402 2146 26649 11066 2566 37218 1047 1528 2355 32065 2789 584 2381 1977 4896 43300 52201 3049 14370 internal_value=9.50064e-07 0.000192007 -0.000524606 0.000680616 0.00139102 0.000642265 0.00305476 0.00483175 0.00243737 -0.000750596 -0.00233346 0.000682324 0.00432687 0.000654894 -0.000711 -0.000672709 0.000952894 0.0133226 0.0186746 0.00928872 -0.00185104 0.0023141 -0.00418841 -0.0065734 -0.00284767 -0.0103272 0.00184395 0.00180103 -0.000100902 0.00292043 internal_weight=325867 77232.9 31311 45921.9 30114 20767.6 9346.39 6371.21 4969.76 2975.18 12358.4 2721.75 1288.5 18952.6 8820.39 15807.9 6643.14 1401.45 602.321 799.133 9164.74 1322.15 4017.88 2165.25 1086.69 1078.57 10132.2 16749.8 4873.5 2947.79 internal_count=1411057 362454 144107 218347 137953 99103 38850 26763 20813 12087 58797 17897 5548 85310 37715 80394 42974 5950 2548 3402 37420 5355 19053 9838 4358 5480 47595 80050 27849 17419 is_linear=0 shrinkage=0.03 Tree=332 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 2 0 2 0 1 0 2 0 2 0 2 0 0 2 0 2 2 2 0 0 2 2 0 split_gain=3.86464 28.284 69.8174 46.1844 39.241 121.601 66.1539 135.998 68.3535 37.1539 33.454 32.2052 54.6072 31.8506 92.7398 69.127 31.6615 38.5197 29.0676 46.4795 35.8432 37.1161 48.5933 29.9168 28.0255 30.6451 27.1971 27.1944 48.573 27.0727 threshold=17.500000000000004 10537.723632812502 3061.900268554688 79002.019531250015 12.500000000000002 16861.583007812504 17336.302734375004 14362.723632812502 14.500000000000002 26691.365234375004 4.5000000000000009 1.0000000180025095e-35 14.500000000000002 14993.919433593752 13.500000000000002 15354.050781250002 4.5000000000000009 99992.636718750015 1.5000000000000002 2.5000000000000004 11270.709472656252 9.5000000000000018 13515.104003906252 12925.947753906252 99992.636718750015 10.500000000000002 1.5000000000000002 13196.084960937502 13771.215820312502 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 11 4 5 18 7 8 -6 -8 -4 -1 29 14 -9 -15 17 -5 -3 -20 -21 -22 23 -23 25 -18 -19 -10 -29 -13 right_child=-2 3 10 16 6 -7 9 13 27 -11 -12 12 -14 15 -16 -17 24 26 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0017899887802635889 -5.6645611635003804e-05 -0.016045323417276009 0.0012645683835841902 -0.0038798309435709548 -0.0017491508113022484 0.0017481374483097225 -0.010694641582804863 0.0037442179046773636 0.0042541956967828351 0.00039958325191217353 -0.00295310254596866 -0.024431655164025876 0.0029185983788881068 -0.0040932043969472299 0.027810906642590463 0.014973474258412512 0.0070513922459982028 0.011149127377675367 0.013744725280317806 0.006587863721899778 -0.0096040666877540651 -0.0043144729668167731 -0.00057725400712739354 -0.018621571189620365 -0.0024768572847403835 -0.0020962751003899306 0.0015168489209892184 0.020286104678385337 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0.0181771 0.00902857 -0.000652712 0.000924822 -0.00406464 -0.00352094 -0.00415158 -0.00496201 -0.00287398 -0.0108845 -0.00179572 0.0022453 0.00201156 0.00537458 0.0129879 -0.00223436 internal_weight=325841 77206.2 31305.9 45900.2 30097 20755.4 9341.65 6366.21 4968.38 2975.44 12362.9 18943 8818.28 1397.83 600.285 797.54 15803.2 6639.56 4016.14 3841.79 3706.41 3446.34 2377.1 529.681 9163.67 1321.8 5414.82 2869.33 368.084 6175.17 internal_count=1411057 362454 144107 218347 137953 99103 38850 26763 20813 12087 58797 85310 37715 5950 2548 3402 80394 42974 19053 16744 15990 14815 10017 2227 37420 5355 37218 11966 1546 26649 is_linear=0 shrinkage=0.03 Tree=333 num_leaves=31 num_cat=0 split_feature=0 3 2 1 0 2 2 2 0 2 2 2 0 2 0 1 2 1 0 2 0 2 0 2 1 0 2 2 0 2 split_gain=3.64939 5.61276 3.88176 6.31605 3.59675 26.6237 65.6862 43.4731 36.9539 114.431 62.3237 128.522 64.3656 34.9835 31.5465 33.8778 35.0039 30.323 51.3855 30.1879 88.1209 65.3222 29.7964 36.2563 27.7898 31.1884 32.2106 28.1796 26.9432 26.3724 threshold=98.500000000000014 74.000000000000014 75237.886718750015 1.0000000180025095e-35 17.500000000000004 10537.723632812502 3061.900268554688 79002.019531250015 12.500000000000002 16861.583007812504 17336.302734375004 14362.723632812502 14.500000000000002 29513.294921875004 5.5000000000000009 1.0000000180025095e-35 10057.160644531252 1.0000000180025095e-35 14.500000000000002 14993.919433593752 13.500000000000002 15354.050781250002 4.5000000000000009 99992.636718750015 1.0000000180025095e-35 10.500000000000002 14993.919433593752 15354.050781250002 6.5000000000000009 99992.636718750015 decision_type=2 2 2 2 2 2 2 2 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 -4 5 6 17 8 9 24 11 12 -10 -12 15 -8 -17 28 -19 20 -13 -21 23 -9 -7 27 -27 -26 -1 -24 right_child=1 2 3 -5 -6 7 14 22 10 -11 13 19 -14 -15 -16 16 -18 18 -20 21 -22 -23 29 -25 25 26 -28 -29 -30 -31 leaf_value=0.0070849117565516678 -0.0353926147622746 0.0064648316037366309 0.017845253682665315 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248.83393774926662 358.05843636393547 547.10369221866131 1321.4399916902184 5410.6560908565298 736.38301867991686 593.71091449260712 492.93097041547298 337.34066571295261 9335.632622666657 7841.1559430509806 leaf_count=4295 49 100 15 210 1048229 9215 12349 5756 8847 80050 1780 1020 11966 10307 40900 5364 184 26649 11066 1047 1528 2355 5355 37218 3889 2381 1977 1591 43300 32065 internal_value=9.06058e-07 -0.00983353 -0.0040131 -0.0160684 1.9311e-06 0.000180829 -0.000493805 0.000641009 0.00131016 0.000604869 0.00287754 0.00455396 0.00229475 -0.000706085 -0.00219456 0.000655728 0.00418415 0.000616794 -0.000669376 0.0126029 0.0176952 0.00877585 -0.000633314 0.000897679 -0.00394262 -0.00625555 -0.00267246 -0.00988174 0.00173745 -0.00174205 internal_weight=325816 33.9561 27.6578 12.8608 325782 77181.8 31298.1 45883.7 30085.6 20749 9336.65 6360.99 4966.87 2975.66 12364 2724.62 1289.74 18934.1 8816.01 1394.12 598.18 795.938 15798.1 6635.5 4016.2 2160.37 1086.64 1073.72 10118.1 9162.6 internal_count=1411057 374 325 225 1410683 362454 144107 218347 137953 99103 38850 26763 20813 12087 58797 17897 5548 85310 37715 5950 2548 3402 80394 42974 19053 9838 4358 5480 47595 37420 is_linear=0 shrinkage=0.03 Tree=334 num_leaves=31 num_cat=0 split_feature=0 0 2 1 3 0 2 2 2 2 2 2 2 2 2 2 1 2 1 2 1 2 1 2 1 2 2 2 2 2 split_gain=3.47447 5.45797 3.7162 6.09176 3.50332 28.4288 30.9246 74.2541 42.0273 36.2985 36.1854 26.8983 24.7801 45.6682 22.5038 19.6616 38.7252 35.7951 39.4114 33.59 23.969 21.0138 19.0585 17.9474 17.7679 51.2895 31.2832 21.7064 17.7419 22.565 threshold=98.500000000000014 99.500000000000014 75237.886718750015 1.0000000180025095e-35 1.1980000138282778 49.500000000000007 271.27960205078131 1045.9146118164065 195.44509887695315 855.65197753906261 415.59368896484381 482.89285278320318 3673.2597656250005 14054.634277343752 955.99880981445324 2321.0456542968755 -5.4999999999999991 2799.732299804688 -1.4999999999999998 3673.077514648438 2.5000000000000004 1957.453552246094 1.0000000180025095e-35 99992.636718750015 1.0000000180025095e-35 291.56593322753912 305.33541870117193 337.55393981933599 4520.4785156250009 9353.3178710937518 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 5 6 8 9 -1 10 24 -12 15 28 -11 16 -9 20 -19 -20 -17 -18 -23 -7 25 -8 -26 -28 -14 -30 right_child=1 -3 3 -5 -6 23 7 12 -10 14 11 -13 13 -15 -16 17 21 18 19 -21 -22 22 -24 -25 26 -27 27 -29 29 -31 leaf_value=-0.00026624488173317986 0.0062559339193029792 -0.035205296025926994 0.017368323032529137 -0.028954131942981711 4.2393331338490687e-05 0.00046190667637143346 0.012657977368968577 0.010567046144137855 0.0068569624222016906 -0.016811187701116351 0.013103132450129484 -0.0021813623095212941 -0.0096943754289869604 0.002393342037382291 -0.0068536295918113716 0.0029343884750706989 -0.00039552725271873831 -0.0070800214249533283 -0.0069281535085604423 0.0027120586563823936 0.011876159132001483 -0.0094508866653027664 -0.0023037622784110407 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-0.00105339 -0.00175051 0.000831764 -0.00655764 -0.00395523 -0.000353249 -0.000851343 -0.002663 -0.0117103 9.38124e-05 -0.00164622 0.00128196 -0.000818494 0.00107105 0.00429745 -0.00246789 -0.00527237 0.000426461 -0.0095408 -0.00487238 -0.0149384 -0.0022417 -0.00448335 -0.0035501 internal_weight=325794 33.5956 27.4514 12.6196 325760 47237.3 21178.3 15460.9 5717.37 2436.25 1618.7 984.091 13024.7 4465.43 817.548 8559.24 3473.02 5086.23 2997.98 2303 2088.25 3254.09 1382.79 26059 634.613 340.292 294.32 109.609 3283.37 2784.66 internal_count=1411057 374 325 225 1410683 207670 91963 67469 24494 11334 7407 4420 56135 19727 3927 36408 14673 21735 13098 10201 8637 13554 5619 115707 2987 1372 1615 583 14887 12505 is_linear=0 shrinkage=0.03 Tree=335 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 2 3 3 2 2 3 3 0 1 1 2 2 1 3 2 2 2 3 2 0 2 0 1 split_gain=4.60742 67.5392 165.346 167.583 119.23 67.4732 56.3438 52.291 125.985 92.7379 89.4891 53.1596 184.581 47.8086 45.3451 43.6601 40.6113 39.7913 36.2894 34.4007 34.1813 102.209 110.147 96.0355 92.2142 39.2738 36.1873 34.787 46.6872 34.0728 threshold=5947.2192382812509 2.3904999494552617 11031.315917968752 1.532000005245209 7836.1462402343759 1.1054999828338625 1.0000000180025095e-35 10270.009765625002 4.4095001220703134 4.4095001220703134 20021.907226562504 7475.0764160156259 3.2575000524520878 2.6375000476837163 45.500000000000007 -2.4999999999999996 1.0000000180025095e-35 8374.6435546875018 7128.9062500000009 -4.4999999999999991 7.0125000476837167 16437.536132812504 14362.723632812502 14993.919433593752 5.9049999713897714 31594.402343750004 86.500000000000014 12667.155273437502 15.500000000000002 -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 2 3 4 5 -2 17 8 11 10 16 12 -3 -13 -4 -14 29 19 -17 -5 21 22 24 -22 27 -23 -24 28 -11 -9 right_child=1 7 14 6 -6 -7 -8 9 -10 20 -12 13 15 -15 -16 18 -18 -19 -20 -21 23 25 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=7.6289462867331216e-05 0.0013355934342816525 0.0058156931010904332 -0.0011022342245416276 -0.015641476443319497 0.0015060917312901562 -0.0093998727744134137 -0.014382873731937652 -0.015059883227349727 -0.0016549708815625538 -0.0030280049321656168 -0.00099540500076660552 -0.012340510414204886 0.0059713049034357526 0.0059902025725820556 0.0015444383353437885 -0.0081736779434892701 -0.010179756562666528 -0.010352103384086314 -0.00019482078199214081 0.0015483430682731887 -0.0054513792421898577 -0.006382452673168372 0.012441097267830376 0.00041915995771203734 -0.0023470102417976796 1.6710347035712888e-05 -0.0072566386254913776 0.010239523521557884 0.0055277889141784426 -0.00177087526293381 leaf_weight=203595.92590865004 710.6974942535162 3911.0528652742505 13184.210164479911 125.50108860433102 3967.7454438954592 2037.4578298926353 1497.5673084557056 197.41042898595333 6669.1829325091094 742.09270478785038 12581.092105425894 131.04149007797241 325.74181144684553 5614.7846968919039 10438.945088192821 1674.649755179882 1518.1003507822752 1023.2690569758415 739.60663534700871 634.51545394957066 2701.8475967664272 988.18508340418339 1433.4349943771958 34946.092433086596 2404.2548118829727 6823.3526799604297 89.160561814904213 903.26063185930252 2534.2958725392818 1442.4798204302788 leaf_count=876738 3120 16058 53594 536 16453 8786 6140 853 28607 3099 51112 537 1513 23087 43361 6767 6088 4171 2988 2578 12961 4017 6122 172058 10096 28061 363 3765 10483 5892 internal_value=-1.10672e-05 -0.000156861 -0.0013013 -0.00453545 -0.00182058 -0.00662359 -0.0100928 0.000278529 0.00166986 -0.000104232 -0.00212875 0.00345853 0.00163259 0.00557215 6.73161e-05 -0.00433834 -0.00664388 -0.00649002 -0.00572936 -0.0012902 0.000490625 0.00165608 0.00401587 -2.14602e-06 0.0023342 -0.000792805 0.0112876 0.00502697 0.00358993 -0.00337061 internal_weight=325587 121991 33619.9 9996.75 6715.9 2748.16 3280.85 88371.1 19066.1 69305.1 15739.1 12396.9 6651.05 5745.83 23623.2 2740 3157.99 1783.29 2414.26 760.017 53566 15918 8106.5 37647.9 6583.9 7811.54 1522.6 4179.65 3276.39 1639.89 internal_count=1410004 533266 138739 41784 28359 11906 13425 394527 79557 314970 63945 50950 27326 23624 96955 11268 12833 7285 9755 3114 251025 66006 33928 185019 27443 32078 6485 17347 13582 6745 is_linear=0 shrinkage=0.03 Tree=336 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 2 3 2 2 3 2 3 1 2 3 0 2 1 3 1 3 3 2 2 3 0 2 2 split_gain=4.33523 63.5631 155.653 157.721 112.327 63.652 53.2937 49.2239 97.8885 141.027 121.153 79.1131 80.671 67.8234 47.8898 42.9845 63.8102 42.6709 37.4281 36.7905 36.1295 32.2617 32.7383 32.198 79.3695 69.4949 108.703 88.0949 45.1152 63.8779 threshold=5947.2192382812509 2.3904999494552617 11031.315917968752 1.532000005245209 7836.1462402343759 1.1054999828338625 1.0000000180025095e-35 10798.300781250002 3.653500080108643 8374.6435546875018 9139.0400390625018 4.4095001220703134 20021.907226562504 4.7190001010894784 1.0000000180025095e-35 7475.0764160156259 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351 15519 76085 11055 47909 5737 46739 126540 internal_value=-1.07325e-05 -0.000152167 -0.00126253 -0.0044012 -0.00176679 -0.00643269 -0.00979334 0.000270226 0.00155875 -2.52334e-05 0.00427264 -0.00011888 -0.00200384 0.00268269 -0.00652363 0.00503647 0.00366945 6.5305e-05 -0.00629208 -0.00284812 -0.000159208 -0.00125065 -0.0151225 7.40007e-05 -0.000503799 0.000320335 0.00221815 -0.00217107 0.000182347 -0.000103392 internal_weight=325570 121974 33613.3 9992.8 6713.04 2744.89 3279.75 88360.6 20494.2 12941.1 7553.13 67866.4 15471.1 7404.85 2890.13 7259.73 5374.87 23620.5 1784.18 1516.44 3740.31 760.458 125.908 203596 60854.9 142741 15482 3823.92 43434.2 39945.4 internal_count=1410004 533266 138739 41784 28359 11906 13425 394527 85575 54539 31036 308952 62841 31049 11729 29826 22079 96955 7285 6217 15962 3114 536 876738 264883 611855 64701 16792 188798 173279 is_linear=0 shrinkage=0.03 Tree=337 num_leaves=31 num_cat=0 split_feature=1 2 3 2 3 2 3 1 2 3 2 2 3 2 3 1 2 3 0 2 1 3 2 3 1 3 3 2 2 3 split_gain=4.26266 4.02279 60.0112 146.535 148.467 105.824 60.046 50.4011 46.15 92.154 132.69 113.939 74.6911 75.9015 63.86 45.1374 40.5123 60.097 40.1542 35.2012 34.4748 33.9956 30.946 78.693 30.3039 30.6801 30.2526 74.6375 65.4174 102.312 threshold=90.500000000000014 5947.2192382812509 2.3904999494552617 11031.315917968752 1.532000005245209 7836.1462402343759 1.1054999828338625 1.0000000180025095e-35 10798.300781250002 3.653500080108643 8374.6435546875018 9139.0400390625018 4.4095001220703134 20021.907226562504 4.7190001010894784 1.0000000180025095e-35 7475.0764160156259 3.0835000276565556 45.500000000000007 8374.6435546875018 -8.4999999999999982 5.9049999713897714 23400.180664062504 3.0835000276565556 -4.4999999999999991 1.6674999594688418 2.7749999761581425 2362.8337402343755 3997.433227539063 1.6674999594688418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 3 4 5 6 -3 19 9 11 -11 16 13 15 -12 20 17 -4 -5 24 -10 -16 23 -15 25 -6 28 -28 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1493.5075568407774 179.91298795491457 5537.3716232702136 3662.7780376523733 293.77335958182812 52377.740509052761 542.81396934390068 2170.9208490028977 1373.0065185576677 1883.2853137627244 2346.4206234440207 10435.52316596359 1024.1062571853399 1337.2424989640713 1569.4187232051045 11565.104634970427 472.97399660944939 634.5828128606081 80.434183388948441 43432.145278682932 17421.415716167539 3821.5873851031065 11654.541918024421 leaf_count=547154 228 3120 12449 53594 185 16453 8786 6140 764 23490 15087 1210 245893 2186 8959 5512 7747 9630 43361 4171 5453 7003 47022 1904 2578 351 188794 76079 16792 47909 internal_value=-1.04112e-05 -9.66488e-06 -0.000145929 -0.00122492 -0.00427108 -0.00171458 -0.00624726 -0.00950382 0.000264548 0.00151229 -2.44587e-05 0.00414619 -0.000112274 -0.00194374 0.00260284 -0.00632784 0.00488772 0.00356062 6.33538e-05 -0.00610111 -0.00276128 -0.000154422 -0.000936592 0.00408384 -0.00121265 -0.0146442 7.19543e-05 -0.000488123 0.000310737 0.00215242 internal_weight=325550 325535 121946 33606.4 9988.5 6710.19 2741.65 3278.31 88339.4 20490.6 12940.5 7550.09 67848.8 15471.1 7403.12 2890.16 7256.32 5373.03 23617.9 1784.8 1517.16 3740.34 12580.9 1015.79 760.697 126.114 203589 60853.6 142736 15476.1 internal_count=1410004 1409776 533048 138739 41784 28359 11906 13425 394309 85575 54539 31036 308734 62841 31049 11729 29826 22079 96955 7285 6217 15962 51112 4090 3114 536 876728 264873 611855 64701 is_linear=0 shrinkage=0.03 Tree=338 num_leaves=31 num_cat=0 split_feature=1 2 3 2 3 2 1 3 2 3 2 2 3 2 3 1 2 3 0 1 3 2 3 2 1 3 3 2 2 3 split_gain=4.05449 3.78542 56.4781 138.703 189.816 117.751 58.2153 56.6431 43.4328 86.7563 124.846 107.162 70.2782 71.4175 60.1281 42.5453 38.1833 57.1051 34.8599 32.3137 31.9877 29.1173 74.0438 29.1098 28.4728 28.7822 28.4648 70.221 61.574 96.2959 threshold=90.500000000000014 5947.2192382812509 2.3904999494552617 11817.106933593752 1.532000005245209 7836.1462402343759 1.0000000180025095e-35 1.1054999828338625 10798.300781250002 3.653500080108643 8374.6435546875018 9139.0400390625018 4.4095001220703134 20021.907226562504 4.7190001010894784 1.0000000180025095e-35 7475.0764160156259 3.2575000524520878 50.500000000000007 -8.4999999999999982 5.9049999713897714 23400.180664062504 3.0835000276565556 8374.6435546875018 -4.4999999999999991 1.6674999594688418 2.7749999761581425 2362.8337402343755 3997.433227539063 1.6674999594688418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 3 4 5 7 23 -3 9 11 -11 16 13 15 -12 19 17 -4 -5 -10 -16 22 -15 24 25 -6 28 -28 -1 -30 right_child=-2 2 8 18 6 -7 -8 -9 12 10 14 -13 -14 21 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=8.4164243823262337e-05 -0.015490585164760592 0.0012183217803492356 0.0053501225611719064 -0.00069247158169766058 -0.033178236316452732 0.0017190123449090399 -0.013223912943304402 -0.0086223538793398988 -0.01459403599010797 -0.0034301886442818425 0.0052584932346259137 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3820.4547673463821 11651.003848008811 leaf_count=547154 228 3120 16058 57693 185 20022 7352 8786 764 23490 15087 1210 245893 2186 8959 5512 7747 6021 33164 5453 7003 47022 1904 5488 2578 351 188794 76079 16792 47909 internal_value=-1.00991e-05 -9.37495e-06 -0.000141567 -0.00118845 -0.00386574 -0.00109679 -0.00924458 -0.00606712 0.00025664 0.00146722 -2.37082e-05 0.00402352 -0.000108911 -0.00188545 0.00252537 -0.00613814 0.00474339 0.00345502 0.000199271 -0.00267717 -0.00014978 -0.000908505 0.00396132 -0.00586686 -0.00117588 -0.014185 6.97978e-05 -0.00047347 0.000301425 0.00208849 internal_weight=325533 325518 121932 33599.5 11470.2 7572.18 3898.04 2738.43 88332.3 20486.8 12939.9 7546.99 67845.4 15470.8 7401.38 2890.1 7252.88 5371.19 22129.3 1517.83 3740.35 12580.7 1015.79 2108.4 760.901 126.287 203586 60854.6 142731 15471.5 internal_count=1410004 1409776 533048 138739 47882 31928 15954 11906 394309 85575 54539 31036 308734 62841 31049 11729 29826 22079 90857 6217 15962 51112 4090 8602 3114 536 876728 264873 611855 64701 is_linear=0 shrinkage=0.03 Tree=339 num_leaves=31 num_cat=0 split_feature=1 2 3 2 3 2 1 3 2 3 2 2 3 2 3 1 2 3 3 0 0 1 2 3 2 3 2 3 2 2 split_gain=3.85583 3.56208 53.1536 130.571 178.698 110.915 55.0463 53.6029 40.8758 81.6749 117.64 100.796 66.1266 67.2015 55.3967 40.1038 37.1411 49.7041 33.5041 32.8074 31.1266 30.533 30.1155 30.0601 27.3973 69.6737 27.3772 27.1186 95.3686 103.523 threshold=90.500000000000014 5947.2192382812509 2.3904999494552617 11817.106933593752 1.532000005245209 7836.1462402343759 1.0000000180025095e-35 1.1510000228881838 10798.300781250002 3.653500080108643 7656.2912597656259 9139.0400390625018 4.4095001220703134 20021.907226562504 4.7190001010894784 1.0000000180025095e-35 6815.6660156250009 2.9229999780654912 5.9049999713897714 50.500000000000007 71.500000000000014 -11.499999999999998 10537.723632812502 7.0125000476837167 23400.180664062504 3.0835000276565556 8374.6435546875018 7.0125000476837167 16437.536132812504 14362.723632812502 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 26 -3 9 11 23 16 13 15 -12 21 17 20 22 -5 -4 -10 -16 -11 25 -15 -6 28 29 -14 right_child=-2 2 8 19 6 -7 -8 -9 12 10 14 -13 27 24 18 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.7705825103996008e-05 -0.015184603311713703 -0.00042419368041469953 0.0038382714190743684 -0.00067172749131605056 -0.0011402919744846591 0.0016672741412448902 -0.012845321498338747 -0.0091177230688873467 -0.016687913448292888 -0.006857595722810147 0.0039229195624847918 -0.013303236262485803 0.0021118556647203753 0.011177475032278106 -0.0042824381792589839 -0.0096728856778745438 0.0066844099201628674 -0.0012129175337853158 0.0021375463669231678 0.0017359505104028391 0.01350299130889708 -0.0013115069547428061 0.0061452414046318602 -0.00115300358442828 -0.0012961707782185982 -0.0045738889732628608 -0.0082574385253648096 -2.8144793513786726e-05 -0.00080747324099485077 0.010939038694945268 leaf_weight=203582.5155400394 15.069340794347225 1014.8749429434538 1388.3691721558571 14176.713284060359 761.07258200645447 4834.228966370225 1787.1550801098347 1720.3740677163005 126.81691092252731 2190.6777113080025 4930.9160548076034 294.40837006270885 5622.8776851594448 542.75307385623455 2145.6505075246096 1371.47891664505 3738.2295805066824 1740.3108085766435 2050.0747965928167 7949.7501106932759 382.55086196959019 1391.6545295119286 282.02576857060194 1339.7970822732896 11564.783286996186 472.99962245672941 1347.9537720680237 37418.311584628653 7811.6467102020979 1518.7011463418603 leaf_count=876728 228 4495 5729 57693 3114 20022 7352 7411 538 9018 20302 1210 23471 2186 8839 5512 15380 7154 9121 33164 1563 5679 1170 6089 47022 1904 5488 183859 32078 6485 internal_value=-9.79652e-06 -9.09398e-06 -0.000137338 -0.00115307 -0.00375133 -0.00106433 -0.00897162 -0.00589211 0.000248969 0.0014235 -2.29811e-05 0.00390449 -0.000105648 -0.00182893 0.00172928 -0.0059543 0.00460331 0.00238767 -0.000686364 0.00019332 0.00592603 -0.00259569 -0.00307104 -0.00469273 -0.000881264 0.00384263 -0.00568911 0.000403406 0.0014833 0.00398901 internal_weight=325515 325500 121917 33592.1 11465.7 7569.48 3896.18 2735.25 88325 20483 12939.1 7543.87 67842 15470.5 9408.67 2889.95 7249.46 3511.23 4477.75 22126.5 1770.92 1518.47 2427.68 3530.47 12580.5 1015.75 2109.03 52371.5 14953.2 7141.58 internal_count=1410004 1409776 533048 138739 47882 31928 15954 11906 394309 85575 54539 31036 308734 62841 39432 11729 29826 14446 19130 90857 7292 6217 10009 15107 51112 4090 8602 245893 62034 29956 is_linear=0 shrinkage=0.03 Tree=340 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 2 0 1 2 0 2 2 2 0 2 2 0 0 1 0 1 3 1 2 2 0 0 1 1 0 split_gain=3.9356 42.1998 46.0096 30.0584 40.6965 31.9485 90.4444 38.7504 34.3124 67.7821 90.7176 65.2232 31.0548 44.3158 54.7662 68.9173 62.6131 64.0063 43.3658 34.0089 32.7662 32.3029 26.1299 24.9336 37.2518 24.6162 37.966 23.3647 22.3638 21.9751 threshold=58.500000000000007 56232.490234375007 68.500000000000014 252.50982666015628 200.29206085205081 674.87377929687511 65.500000000000014 4.5000000000000009 3290.9838867187505 60.500000000000007 2704.067260742188 1384.018249511719 7836.1462402343759 77.500000000000014 3751.9816894531255 3673.077514648438 60.500000000000007 63.500000000000007 -6.4999999999999991 74.500000000000014 40.500000000000007 8.545499801635744 1.0000000180025095e-35 1193.5148925781252 997.99557495117199 67.500000000000014 73.500000000000014 1.0000000180025095e-35 -1.4999999999999998 64.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 27 6 7 -5 9 10 11 23 13 14 15 16 20 -18 -17 28 -10 -15 -12 24 -7 -19 -27 -2 29 -20 right_child=1 2 -4 5 -6 8 -8 -9 12 -11 22 -13 -14 21 -16 18 17 25 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=4.9085985666380155e-05 0.0044125276961005638 0.011984881558141047 0.0015707388065680553 0.0055295303853481782 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15.202693358063696 404.63924336433411 471.01873581111431 46.135468795895576 78.287873938679695 141.59306725859642 38.017601177096367 891.66097318381071 1620.0260824114084 103.08714960515499 leaf_count=1201283 3189 1859 17317 8861 9981 712 27542 655 2182 31253 880 1976 50809 6958 24012 189 2453 1010 497 850 61 1828 1902 195 330 585 157 4043 7231 424 internal_value=4.71004e-06 -0.000240329 0.00258424 -0.000509548 -0.00299905 -0.00027124 0.00133708 0.00649767 -0.00070084 -0.0022929 -0.00819728 -0.00119349 -0.00011024 0.00100221 0.00186224 -0.00102127 0.00369737 -0.000666251 -0.00461318 -0.00398835 0.011862 -0.00298706 -0.0161708 -0.0123105 -0.00855482 0.00820611 -0.000254411 0.000585045 -0.00524147 -0.0141475 internal_weight=325739 49945.4 4346.2 45599.2 3983.66 41615.6 8772.68 2266.75 32842.9 8886.88 1462 778.335 23956 11625 9563.29 3659.56 1581.7 1030.79 2077.86 2035.55 550.911 2061.72 683.67 294.97 248.835 427.965 179.611 1661.84 1843.08 223.049 internal_count=1411224 209941 19176 190765 17213 173552 37058 9516 136494 37248 5995 3213 99246 48437 39651 15639 6448 4205 9191 9002 2243 8786 2782 1237 1042 1752 742 7232 8152 921 is_linear=0 shrinkage=0.03 Tree=341 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 1 2 0 0 2 1 2 0 0 0 3 2 3 1 3 0 0 2 0 3 2 2 0 split_gain=3.85981 20.4362 60.1742 90.4602 43.1764 24.8766 69.5122 22.2097 21.2604 77.4912 49.8554 36.565 26.662 23.825 33.1026 67.9351 23.3736 21.3901 19.9756 18.508 26.2975 26.6648 23.6653 20.0161 25.8886 17.9924 17.7231 17.2669 17.0139 15.7613 threshold=930.90408325195324 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 29.500000000000004 7.5000000000000009 1266.0092773437502 48.500000000000007 53.500000000000007 1193.5148925781252 2.5000000000000004 1045.9146118164065 82.500000000000014 87.500000000000014 52.500000000000007 1.0205000042915346 1148.0775146484377 8.545499801635744 1.0000000180025095e-35 21.500000000000004 12.500000000000002 6.5000000000000009 799.78054809570324 87.500000000000014 1.0619999766349795 731.32192993164074 346.46589660644537 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=19 2 3 4 -2 6 -5 -7 10 -10 11 12 -4 14 -12 -16 26 -14 29 22 23 -22 27 -21 -25 -11 -13 28 -1 -8 right_child=1 -3 8 5 -6 7 18 -9 9 25 13 16 17 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.021272354168328258 -0.017731337899810708 1.7224853713584445e-07 -0.0043733907470374601 0.0048583946130990527 -0.0018557840572314679 0.0073790296843965816 -0.0098440988661496771 -0.010414105497624237 0.021654261142558143 -0.0089707390467661016 0.012431708411848409 0.031661761040535953 0.027180415464576512 -0.00028339992116834786 -0.0078900825751821169 0.021400062211773169 -0.032843013569766988 -0.017386816238610572 0.0015188172205801605 0.021949440668010078 0.0010051385020333073 -0.030090201203376108 -0.00016671232210330479 0.0080098895204327031 -0.032338589303553517 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18.5521 18.2501 18.259 23.4728 18.5793 17.7022 threshold=68.500000000000014 83842.167968750015 12925.947753906252 4911.6706542968759 77.500000000000014 8374.6435546875018 8374.6435546875018 6665.8681640625009 75.500000000000014 91.500000000000014 61458.453125000007 17336.302734375004 75.500000000000014 9.5555000305175799 75237.886718750015 89.500000000000014 -11.499999999999998 13196.084960937502 92.500000000000014 1236.168395996094 87.500000000000014 12.500000000000002 80.500000000000014 780.74472045898449 911.27563476562511 83.500000000000014 12367.713378906252 88.500000000000014 84.500000000000014 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 3 13 6 -6 7 8 -5 11 -11 12 -4 19 -12 17 -13 -14 -16 20 21 22 23 -2 -22 -7 27 -27 -28 -18 right_child=1 -3 9 4 5 25 -8 -9 -10 10 14 16 15 -15 18 -17 29 -19 -20 -21 24 -23 -24 -25 -26 26 28 -29 -30 -31 leaf_value=3.5453228055944342e-05 -0.0010867502788709197 0.0022948738196980124 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27.760537378489971 4352.2887822389603 102.18876442313194 95.713969632983208 1973.3309208229184 474.83662268519402 171.56149654090405 538.60550194978714 49.138065427541733 133.20223967730999 93.937483802437782 2018.6910714805126 leaf_count=1291531 22367 11953 1164 6736 5070 4269 1085 2766 1187 2629 206 158 255 2836 58 311 11720 2381 132 18420 457 471 8547 1977 746 2210 200 574 383 8425 internal_value=4.43036e-06 -0.000321039 -0.000592485 -1.40037e-05 0.00257766 0.000152217 0.00518149 0.00609764 0.00423079 -0.00226481 -0.00781524 -0.00161806 -0.00639575 -0.00120181 -0.0272985 -0.00185086 -0.000633195 8.92525e-06 -0.010687 -0.00149138 -0.000590379 -0.000932821 -0.00111773 -0.000127259 0.00920134 0.00267562 -0.000694718 -0.00276711 0.00903616 -0.000784757 internal_weight=325722 28345.2 25680.4 19080.3 5996.51 3104.6 2891.91 2623.45 1945.36 6600.13 688.799 5911.33 1010.3 13083.7 89.2103 722.417 4901.03 647.063 41.6061 12453.6 8101.31 7827.56 7731.84 5758.51 273.75 1867.08 814.883 671.808 143.076 4875.34 internal_count=1411224 119693 107740 80301 24480 12706 11774 10689 7923 27439 3025 24414 4111 55821 396 2947 20303 2636 190 52985 34565 33362 32891 24344 1203 7636 3367 2784 583 20145 is_linear=0 shrinkage=0.03 Tree=343 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 1 2 0 0 2 1 2 0 0 0 0 0 3 2 3 1 3 0 0 2 0 3 2 split_gain=3.53338 18.923 57.4122 85.1503 40.5897 23.4452 65.4306 20.9281 19.5889 72.7981 45.9584 34.4482 25.4714 22.5535 32.461 35.5332 38.2988 35.5725 22.0101 20.2026 18.804 17.3702 24.9279 25.3292 22.292 19.2929 24.2294 17.1166 16.6817 16.2168 threshold=930.90408325195324 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 29.500000000000004 7.5000000000000009 1266.0092773437502 48.500000000000007 53.500000000000007 1193.5148925781252 2.5000000000000004 1045.9146118164065 59.500000000000007 87.500000000000014 82.500000000000014 66.500000000000014 52.500000000000007 1.0205000042915346 1148.0775146484377 8.545499801635744 1.0000000180025095e-35 21.500000000000004 12.500000000000002 6.5000000000000009 799.78054809570324 87.500000000000014 1.0619999766349795 731.32192993164074 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 3 4 -2 6 -5 -7 10 -10 11 12 -4 14 -12 16 17 -16 28 -14 -8 24 25 -24 29 -23 -27 -11 -13 -1 right_child=1 -3 8 5 -6 7 20 -9 9 27 13 18 19 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.0037910321947087619 -0.017188759709272937 -2.7568962668927107e-07 -0.0042456960180525926 0.0047134871191530838 -0.0018009015146141585 0.0071617221094145908 -0.0062720462081811163 -0.010145060407363985 0.020987432975907418 -0.0086801594151535207 0.020365551413985789 0.03071637251539748 0.026095905845017777 -0.00035753244562986935 -0.012538761046459089 0.020291135307594854 -0.0075573729613842211 0.01369745485534795 -0.031903597604960719 -0.017017288225965755 0.0014721877931716688 0.021567900077327302 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-0.00317818 0.0039607 0.00287905 0.00662919 -0.00171503 -0.00678481 -0.000901561 -0.00434182 -0.00578801 0.00236224 0.00631024 0.00361457 0.000650613 0.00829495 0.00761194 -0.0150786 -0.00329197 -0.000151742 0.00410175 -0.000825907 -0.000191168 0.00941964 0.0059485 -0.010776 0.0102019 -0.00706641 internal_weight=325716 232493 13478.5 9203.61 1893.13 7310.47 5201.93 2108.55 4274.86 591.081 3683.78 1793.41 1599.85 1890.37 771.077 646.991 549.353 284.443 193.554 227.776 1192.01 93223.9 856.148 444.378 92367.8 411.77 320.261 516.809 181.648 422.498 internal_count=1411224 1013568 58593 40012 8547 31465 22605 8860 18581 2507 16074 8017 7199 8057 3287 2767 2343 1187 818 1283 4982 397656 4130 1931 393526 2199 1611 2190 768 1949 is_linear=0 shrinkage=0.03 Tree=344 num_leaves=31 num_cat=0 split_feature=0 2 3 1 1 1 2 1 2 2 0 0 2 0 0 1 2 0 0 2 1 0 2 0 0 0 0 3 2 3 split_gain=3.49608 7.65102 8.47532 6.72162 14.2006 6.99782 5.92316 4.56593 3.51574 17.7484 53.637 80.1515 38.1643 22.0964 61.5879 19.7202 18.5636 68.5359 43.8111 32.4544 24.33 20.7319 19.7189 30.9291 31.1939 36.0417 33.4476 19.0866 17.6998 17.5223 threshold=94.500000000000014 4086.971069335938 21.500000000000004 74.500000000000014 95.500000000000014 22.500000000000004 4337.8815917968759 82.000000000000014 930.90408325195324 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 29.500000000000004 7.5000000000000009 1266.0092773437502 48.500000000000007 53.500000000000007 1193.5148925781252 2.5000000000000004 52.500000000000007 1045.9146118164065 59.500000000000007 87.500000000000014 82.500000000000014 66.500000000000014 1.0205000042915346 1148.0775146484377 8.545499801635744 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 -2 5 7 6 -3 -5 29 10 11 12 -10 14 -13 -15 18 -18 19 20 -12 -21 23 -20 25 26 -25 -22 -16 -1 right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 16 13 -14 15 28 -17 17 -19 22 21 27 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.00018543387659151559 -0.003963704293992636 -0.023743343257956566 0.0088648881470659042 0.041770164303420065 -0.027162015915632113 -0.018185563167555305 -0.0026423509624601662 0.010817924985648769 -0.016663814143801473 6.9608538478373663e-06 -0.0041206791908525416 0.0045739050652665236 -0.0017466143237390406 0.006951842004490812 -0.0060858509805139195 -0.009881431558004132 0.020346496066741656 -0.010468573129303339 0.019740155493925601 0.0098962417187388029 0.025073675584085135 -0.031002882233843621 -0.00021547487808044167 -0.012173941856732819 0.019154057851541933 -0.0073394682664759854 0.013273310159016491 -0.0166534273661442 0.001428022587640446 0.0041400280843841989 leaf_weight=92367.053783975542 78.518300026655197 12.170609444379805 113.12806933373213 8.8118572235107475 5.924782369285821 28.290116906166077 736.0976049490273 8.3574222046881896 169.53616500645876 218032.95916401432 1371.3057985752821 4008.3430750519037 1723.9429166391492 2042.227096259594 733.07656462490559 64.616872355341911 74.312392562627792 516.04680998623371 124.17551210522652 181.64137810468674 10.33887358009815 11.88443350791931 1113.9435213059187 58.518164947628975 96.151529580354691 264.5966213196516 226.09260354936123 215.6466553658247 458.69948701560497 850.64777470380068 leaf_count=393526 372 64 527 44 163 130 3336 63 761 950321 5916 17623 7786 8549 3060 311 317 2190 520 768 48 50 4747 246 417 1156 941 1235 1922 4115 internal_value=4.16857e-06 -0.00177472 0.00360896 -0.00306498 0.0128844 -0.0035393 -0.00298556 0.0267037 9.59918e-06 7.22394e-05 0.00112926 0.00241836 -0.00308225 0.00384375 0.00279367 0.00643557 -0.00165181 -0.00658968 -0.000858425 -0.00421797 -0.00562373 0.00738462 0.00233584 0.00602902 0.00339082 0.000631095 0.00804116 -0.0147444 -0.00319386 -0.000145962 internal_weight=325707 991.299 191.646 799.652 23.0941 776.558 748.268 17.1693 324716 231498 13465.1 9200.44 1893.48 7306.96 5200.12 2106.84 4264.65 590.359 3674.3 1790.82 1597.29 193.526 1883.48 769.534 645.359 549.207 284.611 225.986 1191.78 93217.7 internal_count=1411224 4699 899 3800 270 3530 3400 107 1406525 1008884 58563 40012 8547 31465 22605 8860 18551 2507 16044 8017 7199 818 8027 3280 2760 2343 1187 1283 4982 397641 is_linear=0 shrinkage=0.03 Tree=345 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 0 1 2 0 2 0 3 0 0 2 2 0 1 3 0 0 2 2 1 2 2 3 0 split_gain=4.95458 20.8424 18.4393 50.8622 74.7141 36.5035 25.6848 63.0509 26.0653 22.296 31.9919 22.0909 23.6366 29.1146 19.6715 28.6135 26.4651 24.2482 34.6125 19.9759 17.5617 26.2677 16.799 30.9763 20.9725 15.0568 14.8439 18.1435 14.7464 16.2839 threshold=930.90408325195324 48.500000000000007 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 27.500000000000004 23.500000000000004 1420.9512329101565 9.5000000000000018 1494.5967407226565 18.500000000000004 1.3535000085830691 68.500000000000014 82.500000000000014 1116.587829589844 1266.0092773437502 87.500000000000014 1.0000000180025095e-35 8.545499801635744 12.500000000000002 42.500000000000007 1193.5148925781252 1193.5148925781252 -2.4999999999999996 997.99557495117199 955.99880981445324 1.247500002384186 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 20 3 4 5 -2 7 -6 22 10 -4 12 -11 28 25 16 -16 18 19 26 21 -1 24 -24 -8 -5 27 -17 29 -14 right_child=2 -3 9 14 6 -7 8 -9 -10 11 -12 -13 13 -15 15 17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0077127462681452893 -0.016101908372772717 0.035554764839038952 -0.0091411647406925509 -0.010945672248256939 0.0047489431177654539 -0.0015746718489479145 0.0050039861137963805 -0.0025301945428229541 -0.03189712321925009 0.01247821520534202 0.00086386580014776023 9.3051933194993974e-06 -0.011184057161387536 -0.00054692727590688491 0.014233611793818596 -0.00084501796064557718 0.00097218081486358525 -0.018323382228947648 0.0086237962738338354 -0.010111086537619607 0.0040884003089711055 -0.00019495265728224382 0.0080044329040034126 -0.0034770654941706897 0.012972157528400884 -0.0023808724885399316 0.0079237189140483819 -0.040215202763994387 0.027868848815683619 0.016105433479795751 leaf_weight=420.21044729650021 170.85398046672344 14.68404710292816 577.3275903314352 198.36912901699543 3708.7041628286242 1751.8967616204172 565.19367484748363 1505.7881614118814 15.739985689520834 245.65531773865223 573.23581817746162 216907.45644184586 29.010636582970619 709.23733793199062 237.28852564096451 43.785911411046982 315.53164355456829 76.017863497138023 246.62531663477421 292.50651001930237 855.72761601395905 91847.191283844411 575.05593405663967 334.49786947667599 627.17366272211075 2687.067970149219 132.22270335257053 13.872556388378142 48.297980129718781 61.182589456439018 leaf_count=1935 766 64 2572 878 16394 7908 2366 6296 75 1112 2446 945741 128 2984 990 179 1315 346 1073 1339 4128 391121 2397 1416 2660 11749 546 56 204 259 internal_value=1.02366e-06 -0.00018388 7.50471e-05 0.00115121 0.00239815 -0.00286555 0.00377848 0.00264695 0.00656473 8.76326e-06 -0.00415644 3.07463e-05 0.00428428 0.00190984 -0.00156846 0.00140915 0.00666442 -0.00219968 -0.000518378 -0.0051924 -0.000189515 -0.000229191 0.00685275 0.00378199 0.00919517 -0.00296969 0.00238469 -0.0103174 0.0144914 0.00732777 internal_weight=325787 93137.8 232650 13498.2 9254.9 1922.75 7332.15 5214.49 2117.66 219151 1150.56 218001 1093.38 847.729 4243.29 1357.85 552.82 805.031 729.013 482.388 93123.1 92267.4 2101.92 909.554 1192.37 2885.44 189.881 57.6585 138.491 90.1932 internal_count=1411443 397248 1014195 58749 40278 8674 31604 22690 8914 955446 5018 950428 4687 3575 18471 5844 2305 3539 3193 2120 397184 393056 8839 3813 5026 12627 781 235 591 387 is_linear=0 shrinkage=0.03 Tree=346 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 0 1 2 0 2 0 3 0 2 0 0 1 3 0 0 2 2 1 0 0 0 2 1 split_gain=4.66188 19.4362 17.3564 47.8752 70.3299 34.3437 24.2054 59.3527 24.7423 20.9756 30.0914 20.795 22.3379 27.7267 18.5092 27.7851 30.1854 42.3932 18.7349 16.5296 24.7113 15.846 29.165 19.81 14.2932 17.5576 41.5584 20.9707 39.4946 17.8968 threshold=930.90408325195324 48.500000000000007 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 27.500000000000004 23.500000000000004 1420.9512329101565 9.5000000000000018 1494.5967407226565 19.500000000000004 1.3535000085830691 68.500000000000014 1236.168395996094 82.500000000000014 87.500000000000014 1.0000000180025095e-35 8.545499801635744 12.500000000000002 42.500000000000007 1193.5148925781252 1193.5148925781252 -5.4999999999999991 15.500000000000002 21.500000000000004 24.500000000000004 1193.5148925781252 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 3 4 5 -2 7 24 21 10 -4 12 -11 -14 -5 16 -16 18 -18 20 -1 23 -23 -8 -6 -26 -27 29 -29 -28 right_child=2 -3 9 14 6 -7 8 -9 -10 11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 25 26 27 28 -30 -31 leaf_value=-0.0074802238153699567 -0.015617568085417729 0.034182924947614081 -0.0088647837437567743 -0.0028809945719899424 -0.0041846780221659972 -0.0015272417863112172 0.004855758677611734 -0.002454443362806476 -0.031338472338799578 0.011937463037048861 0.00083794881396052727 9.0260016392927881e-06 0.014058609214900769 -0.00063413682804977002 0.010255356531433248 -0.0068102759285026439 0.0023459849721840531 0.011653147128913369 -0.0097803069419035993 0.0039672555780602805 -0.00018910616162381983 0.0077692744192118107 -0.0033718693724175725 0.012603713299055564 0.0033712659813044271 0.012841740107979047 -0.0083692963000305994 0.022539753738763407 0.00099804136757368684 0.021069672967730244 leaf_weight=420.27346920222044 170.86776673793793 14.813118696212767 577.46513083577156 2885.0177259817719 159.22207377851009 1752.1117176860571 564.97680006921291 1505.6948333233595 15.542952954769133 254.73639887571335 573.23653630912304 216907.35165731085 138.46960444748402 699.70190888643265 390.6147770434618 293.11600758135319 189.28063361346722 192.82046718895435 290.88623663783073 855.40742985531688 91846.192051611841 574.693329423666 334.58417400717735 626.15817594528198 2220.179370239377 689.0952567756176 190.99166388809681 100.04011884331703 326.89139465987682 20.588996976613998 leaf_count=1935 766 64 2572 12627 825 7908 2366 6296 75 1153 2446 945741 591 2943 1625 1267 779 837 1336 4128 391121 2397 1416 2660 9961 2947 793 418 1358 92 internal_value=9.93325e-07 -0.000178366 7.2798e-05 0.00111708 0.00232706 -0.00277925 0.00366691 0.00256844 0.006373 8.50069e-06 -0.00403125 2.98243e-05 0.00415761 0.00179317 -0.00152201 0.00136782 0.00362161 -0.000228744 -0.00500015 -0.000183832 -0.000222317 0.00665207 0.0036697 0.00892872 0.00460861 0.00500325 0.00773244 0.00221839 0.00604577 -0.00550458 internal_weight=325781 93136.7 232644 13493.4 9251.64 1922.98 7328.66 5212.7 2115.96 219151 1150.7 218000 1092.91 838.172 4241.74 1356.72 1063.6 672.987 480.167 93121.9 92266.5 2100.41 909.278 1191.13 3707.01 3547.79 1327.61 638.512 426.932 211.581 internal_count=1411443 397248 1014195 58749 40278 8674 31604 22690 8914 955446 5018 950428 4687 3534 18471 5844 4577 2952 2115 397184 393056 8839 3813 5026 16394 15569 5608 2661 1776 885 is_linear=0 shrinkage=0.03 Tree=347 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 0 1 2 0 2 0 3 0 2 0 0 1 2 0 0 0 0 0 0 3 0 2 1 split_gain=4.38647 18.1412 16.3374 45.0634 66.2002 32.3154 22.8144 55.8659 23.4905 19.7338 28.3052 19.5732 21.0809 25.7698 17.4204 26.1656 28.363 39.9104 17.7025 16.2348 34.07 43.4455 46.9202 32.1796 40.303 31.1846 27.8576 26.5668 22.4667 22.1064 threshold=930.90408325195324 48.500000000000007 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 27.500000000000004 23.500000000000004 1420.9512329101565 9.5000000000000018 1494.5967407226565 18.500000000000004 1.3535000085830691 68.500000000000014 1236.168395996094 82.500000000000014 87.500000000000014 1.0000000180025095e-35 799.78054809570324 41.500000000000007 18.500000000000004 24.500000000000004 51.500000000000007 56.500000000000007 6.5000000000000009 4.7190001010894784 21.500000000000004 911.27563476562511 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 -2 7 -6 -8 10 -4 12 -11 -14 -5 16 -16 18 -18 26 21 25 27 -22 -25 -21 -1 -23 -29 -28 right_child=2 -3 9 14 6 -7 8 -9 -10 11 -12 -13 13 -15 15 -17 17 -19 -20 20 23 22 -24 24 -26 -27 29 28 -30 -31 leaf_value=-0.00022579646588074141 -0.015149136681409024 0.032893294089393586 -0.0085970692512552255 -0.0027956401475673904 0.0044719887747785101 -0.0014812466303165087 0.0064573317520193671 -0.0023809618055854872 -0.030795464422954586 0.011789902204631601 0.00081280969050367003 8.7552793437196934e-06 0.013629190237170866 -0.00051656790290234122 0.0099409524980242116 -0.0066128368588472645 0.0022764015400243373 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685 3831 766 4024 10848 15260 583 146 12358 internal_value=9.64059e-07 -0.000173018 7.06166e-05 0.00108398 0.002258 -0.00269558 0.00355847 0.0024921 0.00618694 8.24609e-06 -0.00390989 2.89299e-05 0.00403429 0.00179517 -0.00147717 0.00132766 0.0035153 -0.000222448 -0.0048613 -0.000178319 -0.00174305 -0.00010464 0.00446936 -0.00508007 -0.00191119 -0.00237728 -7.80417e-05 0.0141431 0.0224953 0.00186095 internal_weight=325774 93135.6 232639 13488.3 9248.72 1923.19 7325.53 5211.31 2114.23 219151 1150.82 218000 1092.54 847.78 4239.58 1355.65 1062.84 671.963 479.095 93120.6 5608.32 3761.5 1248.57 1846.83 1125.88 2512.93 87512.3 331.456 168.504 6196.42 internal_count=1411443 397248 1014195 58749 40278 8674 31604 22690 8914 955446 5018 950428 4687 3575 18471 5844 4577 2952 2115 397184 24558 16491 5245 8067 4790 11246 372626 1414 729 27618 is_linear=0 shrinkage=0.03 Tree=348 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 0 1 2 0 2 0 3 0 2 0 0 1 0 0 0 2 0 0 0 0 0 0 3 split_gain=4.12743 16.9462 15.378 42.4169 62.3135 30.4333 21.4947 52.5885 22.3048 18.5659 27.0019 18.4236 19.9337 24.5292 16.3956 24.6405 26.6531 37.5741 16.726 16.1 21.457 15.8091 15.2821 32.1042 40.8846 44.2127 30.392 37.9153 29.4732 26.2265 threshold=930.90408325195324 48.500000000000007 1384.018249511719 44.500000000000007 11.500000000000002 1116.587829589844 37.500000000000007 27.500000000000004 23.500000000000004 1420.9512329101565 33.500000000000007 1494.5967407226565 19.500000000000004 1.3535000085830691 68.500000000000014 1236.168395996094 82.500000000000014 87.500000000000014 1.0000000180025095e-35 55.500000000000007 72.500000000000014 10.500000000000002 799.78054809570324 41.500000000000007 18.500000000000004 24.500000000000004 51.500000000000007 56.500000000000007 6.5000000000000009 4.7190001010894784 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 22 3 4 5 -2 7 -6 -8 10 -4 12 -11 -14 -5 16 -16 18 -18 -12 -21 -7 29 24 28 -26 -25 -28 -24 -1 right_child=2 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253.85049464926124 202.69941185414791 216907.15101309947 138.60974231362343 699.69322782754898 391.11107529699802 292.51990188658237 189.15179605782032 192.90345543622971 288.89194455742836 54.187460705637932 88.418173477053642 479.39538801461458 70.847940661013126 719.40769912302494 331.12493500113487 917.13758058845997 182.72190736234188 942.78521913290024 2442.1504129767418 6192.4579034969211 leaf_count=345008 2004 64 3557 12627 16394 4518 8839 6296 75 1153 854 945741 591 2943 1625 1267 779 837 1336 226 381 2152 398 3277 1414 3831 766 4024 10848 27618 internal_value=9.35469e-07 -0.000167839 6.84996e-05 0.00105186 0.002191 -0.00261446 0.00345327 0.00241817 0.00600565 7.99906e-06 -0.00379226 2.80624e-05 0.00391472 0.00168443 -0.00143364 0.0012887 0.00341218 -0.000216318 -0.00472612 0.00322646 -0.00449662 -0.000539423 -0.000172981 -0.00169141 -0.000101437 0.00433646 -0.00493292 -0.00185451 -0.00230584 -7.57026e-05 internal_weight=325762 93128.3 232633 13483.1 9245.64 1923.37 7322.27 5209.56 2112.71 219150 1150.92 217999 1092.15 838.303 4237.43 1354.58 1062.06 670.947 478.044 345.305 142.606 1476.84 93113.3 5606.18 3761.26 1248.26 1844.91 1125.51 2513 87507.1 internal_count=1411443 397248 1014195 58749 40278 8674 31604 22690 8914 955446 5018 950428 4687 3534 18471 5844 4577 2952 2115 1461 607 6670 397184 24558 16491 5245 8067 4790 11246 372626 is_linear=0 shrinkage=0.03 Tree=349 num_leaves=31 num_cat=0 split_feature=2 1 2 0 0 2 0 0 1 2 0 2 0 3 3 3 0 0 2 2 0 1 2 3 2 3 0 0 3 0 split_gain=3.88369 15.8418 14.4751 39.9259 58.6547 29.3869 20.2515 49.5031 21.6515 17.4691 25.5739 17.3415 18.8084 23.3138 20.0486 20.2013 15.4309 23.4594 21.9108 21.6569 27.5326 15.9382 14.3853 30.7799 43.2266 30.6294 59.0064 30.0467 26.4699 25.1602 threshold=930.90408325195324 48.500000000000007 1384.018249511719 44.500000000000007 11.500000000000002 1087.538757324219 37.500000000000007 27.500000000000004 2.5000000000000004 1420.9512329101565 9.5000000000000018 1494.5967407226565 19.500000000000004 1.8174999952316286 1.6674999594688418 1.3535000085830691 68.500000000000014 82.500000000000014 1116.587829589844 1266.0092773437502 87.500000000000014 1.0000000180025095e-35 799.78054809570324 1.1510000228881838 855.65197753906261 4.4095001220703134 24.500000000000004 6.5000000000000009 1.0205000042915346 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 22 3 4 5 -2 7 -6 -8 10 -4 12 -11 14 15 -14 -5 18 -18 20 21 -19 -1 24 28 26 29 -27 -24 -25 right_child=2 -3 9 16 6 -7 8 -9 -10 11 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 23 25 -26 27 -28 -29 -30 -31 leaf_value=-7.3433052075741166e-05 -0.014412982349924929 0.030530300050469243 -0.0081327367624756761 -0.0026323784545076718 0.0042114845155430194 -0.0013781553267342844 0.0067654178630179506 -0.0022405364351429759 -0.0040339514790649093 0.010960589568031595 0.00081136118601764814 8.2378279007031772e-06 0.012812902672678848 -0.0031782250693521284 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8095 6296 819 1153 2446 945741 591 1830 258 855 990 781 1315 346 1073 1339 54 685 1130 398 7849 13039 674 729 internal_value=9.0701e-07 -0.000162812 6.64462e-05 0.0010207 0.00212601 -0.00253585 0.00335118 0.00234642 0.00582966 7.75937e-06 -0.00367859 2.72208e-05 0.00379868 0.00163379 0.00683499 0.00399032 -0.00139138 0.0012509 0.00599995 -0.0020338 -0.000442855 -0.00464323 -0.0001678 -0.00164129 -0.00982219 -0.00103706 0.00165247 -0.00300108 0.00210747 0.013331 internal_weight=325752 93124.4 232628 13477.8 9242.52 1923.49 7319.03 5207.83 2111.21 219150 1150.89 217999 1091.77 838.35 402.883 341.229 4235.3 1353.49 553.392 800.1 724.793 478.076 93109.3 5604.11 385.443 5218.67 2202.52 3016.14 159.934 330.878 internal_count=1411443 397248 1014195 58749 40278 8674 31604 22690 8914 955446 5018 950428 4687 3534 1704 1446 18471 5844 2305 3539 3193 2120 397184 24558 1858 22700 9263 13437 728 1414 is_linear=0 shrinkage=0.03 Tree=350 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 2 1 0 1 2 1 0 0 0 2 2 2 0 2 1 2 3 3 0 3 1 3 1 1 2 split_gain=4.17715 5.92085 3.67743 8.22724 21.1052 12.7141 12.4502 20.9296 13.1277 10.8834 9.28843 20.7043 13.9779 10.602 22.8777 12.1918 10.1717 8.17415 12.0911 7.72202 6.78355 37.1218 33.0819 27.5177 24.8882 27.7566 23.3981 17.4557 19.2191 16.2698 threshold=98.500000000000014 1.0000000180025095e-35 170.13991546630862 44.500000000000007 30.500000000000004 113.878231048584 1.0000000180025095e-35 20.500000000000004 4.5000000000000009 65.776599884033217 1.0000000180025095e-35 36.500000000000007 41.500000000000007 40.500000000000007 149.77716064453128 161.84931945800784 157.04295349121097 35.500000000000007 149.77716064453128 -4.4999999999999991 192.42346954345706 1.6674999594688418 1.0619999766349795 60.500000000000007 2.6375000476837163 1.0000000180025095e-35 2.0774999856948857 1.0000000180025095e-35 7.5000000000000009 195.44509887695315 decision_type=2 2 2 2 2 2 2 2 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 7 9 -8 -1 12 16 17 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177.84305202960968 497.63288316130638 18.360346406698227 24.344283491373062 47.577512100338936 178.73089887201786 50.896223112940788 78.200462162494659 59.029987722635269 23.236647732555866 23.524121850728989 17.047870114445686 21.874453857541084 37.145799741148949 381.5361854583025 1128.1802792176604 124.12728931009769 5141.4685828536749 18.175435796380043 224.18793600797653 229.34431500732899 27.152600839734077 558.22574417293072 26.3023761510849 304034.11319268041 leaf_count=87 41 346 2116 46943 5027 744 2239 92 123 281 766 212 324 242 107 104 71 93 157 1571 4864 527 21874 79 952 1002 112 2299 160 1317890 internal_value=2.11445e-05 -0.0105618 2.22351e-05 -0.000458951 0.000986528 0.00288817 -0.00256149 0.0010346 -0.00573332 0.0174796 0.00618951 0.00953529 0.00244654 0.0176628 0.0122501 -0.00342462 0.0030306 0.0060773 0.0157514 -0.00145334 4.33526e-05 0.000976744 0.000289864 -0.000713065 0.00807357 0.00455882 0.0186107 0.00504059 0.00856959 2.23894e-05 internal_weight=325743 33.5633 325709 13693.3 2815.25 1832.87 982.374 460.396 521.977 60.4999 667.53 352.466 315.064 156.687 105.791 46.7608 195.779 236.863 59.0203 399.897 312016 6853.71 6248.9 5159.64 604.812 453.532 151.28 1089.26 584.528 305162 internal_count=1411445 387 1411058 59183 12240 7847 4393 2031 2362 368 2820 1502 1318 665 453 211 837 994 250 1663 1351875 29121 26528 21953 2593 1954 639 4575 2459 1322754 is_linear=0 shrinkage=0.03 Tree=351 num_leaves=31 num_cat=0 split_feature=0 1 2 0 0 2 1 0 1 2 1 0 0 0 2 2 2 0 0 2 1 2 0 2 3 1 1 0 2 2 split_gain=3.97356 5.65876 3.46059 7.74244 19.8634 11.9542 11.7378 19.8753 12.4024 10.4305 8.70706 19.4175 13.155 9.86024 21.4535 11.5121 9.55916 8.44875 7.73274 11.5168 7.31168 6.74159 6.54869 6.38481 18.6805 9.97027 7.63592 6.84572 13.4157 6.38291 threshold=98.500000000000014 1.0000000180025095e-35 170.13991546630862 44.500000000000007 30.500000000000004 113.878231048584 1.0000000180025095e-35 20.500000000000004 3.5000000000000004 65.776599884033217 1.0000000180025095e-35 36.500000000000007 41.500000000000007 40.500000000000007 149.77716064453128 161.84931945800784 161.84931945800784 27.500000000000004 35.500000000000007 149.77716064453128 -4.4999999999999991 142.59513854980472 34.500000000000007 65.776599884033217 1.1980000138282778 1.5000000000000002 1.5000000000000002 53.500000000000007 113.878231048584 192.42346954345706 decision_type=2 2 2 2 2 2 2 2 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 7 9 -8 -1 12 16 18 -13 -15 -16 22 -10 -7 -20 -9 -14 -12 24 -5 -25 -26 28 -27 -4 right_child=1 -3 29 23 5 10 8 20 17 -11 11 13 21 14 15 -17 -18 -19 19 -21 -22 -23 -24 25 26 27 -28 -29 -30 -31 leaf_value=-0.0067013458103696933 0.008523810650806804 -0.018477203409914971 0.00094750380214363487 -0.000697553072624048 0.00096724614723197374 0.0027823727456609106 -0.0067980496039570576 0.017156317660744082 0.025974765317031061 0.023687740754420723 0.0028927202406352388 0.027917055914623852 0.00038958870827986245 0.023872041958468659 -0.018384617951300267 0.011407180754717031 0.027812865206487236 -0.0038778232480896294 0.032683111337880613 0.0051765292676721917 -0.0022960685481716102 -0.017218385145177054 -0.017556027657644295 -0.00058075849397491285 0.0066590293503274584 0.010963178453306842 0.021020665191077002 -0.0063685916296811387 -0.0026913603981475942 2.1717692210525481e-05 leaf_weight=12.971656501293181 9.9907971620559675 23.223632291890681 6853.0645098239183 704.08898754417896 1165.286424279213 177.74260924011469 486.87970726191998 18.22081746160984 18.074515402317047 46.983517847955227 167.52559165656567 51.127919718623161 39.728219360113144 59.163382902741432 23.096933647990227 23.602776378393173 12.982334673404692 16.161912232637405 21.715894713997841 37.11018668115139 381.6565029323101 38.568063378334045 15.389788344502447 8164.6944386214018 158.69747920334339 68.117966949939728 42.173934280872345 425.87584462016821 1313.4689535647631 305161.66468919918 leaf_count=87 41 346 29121 2997 5027 744 2192 92 86 281 719 212 168 242 107 104 54 84 93 157 1571 156 64 33989 688 302 175 2065 6727 1322754 internal_value=2.05095e-05 -0.0103554 2.15676e-05 -0.000445255 0.000957354 0.0028012 -0.00248813 0.00100536 -0.00557078 0.0171129 0.0060016 0.00923748 0.00237495 0.0170985 0.0118735 -0.00332737 0.00293774 0.0118823 0.00590269 0.0153307 -0.0014097 -0.00828395 0.00117224 -0.00080812 0.00160466 -0.00102708 0.00967432 -0.00304319 -0.00201813 4.20516e-05 internal_weight=325739 33.2144 325706 13691.1 2813.99 1833.04 980.949 459.832 521.116 59.9552 667.754 352.889 314.865 156.991 105.863 46.6997 195.898 34.2364 236.569 58.8261 399.877 78.2963 182.915 10877.1 904.96 9972.16 200.871 1807.46 1381.59 312015 internal_count=1411445 387 1411058 59183 12240 7847 4393 2031 2362 368 2820 1502 1318 665 453 211 837 170 994 250 1663 324 783 46943 3860 43083 863 9094 7029 1351875 is_linear=0 shrinkage=0.03 Tree=352 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 1 0 3 0 2 2 1 0 1 1 1 1 2 3 0 0 0 0 0 2 1 0 2 3 split_gain=3.77931 5.40753 3.28272 7.86344 3.25715 7.29121 11.1554 10.4651 9.56662 7.0744 7.29341 10.0136 6.95719 10.3941 7.53792 6.61175 6.57538 6.30812 14.0637 13.9021 12.6072 11.9122 25.1717 11.3135 19.3655 11.1339 16.4235 11.6285 8.07473 7.6684 threshold=98.500000000000014 1.0000000180025095e-35 47442.083984375007 99.500000000000014 170.13991546630862 152.83950042724612 2.5000000000000004 40.500000000000007 1.1054999828338625 49.500000000000007 145.45140075683597 149.77716064453128 1.0000000180025095e-35 48.500000000000007 1.5000000000000002 -14.499999999999998 4.5000000000000009 1.0000000180025095e-35 157.04295349121097 3.2575000524520878 54.500000000000007 58.500000000000007 54.500000000000007 27.500000000000004 40.500000000000007 157.04295349121097 -1.4999999999999998 28.500000000000004 164.59277343750003 1.1980000138282778 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 3 -3 5 9 17 16 -9 10 15 12 -12 -14 -15 -1 -8 19 21 25 23 22 -19 28 -25 26 -7 -28 -20 -27 right_child=1 2 -4 -5 -6 6 7 8 -10 -11 11 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 -24 24 -26 29 27 -29 -30 -31 leaf_value=0.022529865357737572 0.0082773839895608787 0.010994033244037874 -0.032081267946157788 -0.034822177419301381 4.0789990988120373e-05 -0.0057873044056708546 -0.00086597985279435869 -0.032529524245145429 -0.0061805524815602792 -0.00080526860483364599 -0.0007827317448445304 0.0015228604156508831 -0.010766334737972014 0.0086628481931219376 -0.010020963157470695 0.0014811594265400371 0.0318488137580396 -0.0034763793312061171 -0.014416169721475023 0.024669120486115508 -0.0051815609218197421 0.019477780408599318 -0.035264688731155291 0.024716322537425995 0.0033895875944381713 -0.0047797406090458955 -0.015204799734576009 0.0071277721196650627 0.0014284389363509885 -0.00069849954472347812 leaf_weight=13.483074866235254 9.9797545075416547 7.765105526894331 9.1706871651113033 5.9585164040327072 312015.00898081856 171.42467346787453 12.069271534681322 12.786710515618323 411.64194523543119 4466.2472665905952 317.70301342010498 636.08029706776142 209.11132507771254 52.592546492815018 30.824241690337658 3476.7188947200775 10.204333469271658 388.1297737210989 52.072520926594734 17.517306268215179 188.52248014509678 18.216409027576447 23.793583869934082 39.917137801647186 957.53821824491024 1123.9976491481066 22.493756890296936 312.64806181192398 65.182229116559029 656.2696400731802 leaf_count=83 41 67 229 50 1351875 715 55 76 2265 19324 1294 2767 983 225 163 15037 52 1678 232 85 823 80 104 165 4130 4555 90 1252 283 2667 internal_value=1.98933e-05 -0.0101515 -0.0181847 -0.00889843 2.09199e-05 -0.000432041 -0.00142394 -0.00592246 -0.00697436 5.13056e-05 0.000859004 -0.00111101 -0.00385645 -0.00719469 0.00175879 0.00156247 0.0141218 -0.000926264 0.000440933 -0.00195469 0.00199339 -0.00426267 -0.00531254 0.00320683 0.00424306 -0.00215863 0.00176558 0.00562887 -0.00560811 -0.00327525 internal_weight=325735 32.8741 22.8943 13.7236 325702 13687.2 4484.43 446.702 424.429 9202.76 4736.51 1246.31 610.231 292.528 83.4168 3490.2 22.2736 4037.72 1733.37 2304.35 1303.23 430.14 411.923 1114.71 997.455 2286.83 506.566 335.142 117.255 1780.27 internal_count=1411445 387 346 117 1411058 59183 19307 2448 2341 39876 20552 5432 2665 1371 388 15120 107 16859 7495 9364 5633 1862 1782 4810 4295 9279 2057 1342 515 7222 is_linear=0 shrinkage=0.03 Tree=353 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 1 3 0 0 2 2 1 0 1 1 0 2 0 0 1 0 0 1 0 1 1 2 3 3 split_gain=3.59908 5.1742 3.25831 7.58157 3.06572 6.86314 10.5449 9.97703 9.09298 6.65699 6.86375 9.43366 6.57806 9.83103 7.09789 6.31759 6.16924 6.61076 11.3344 9.5207 25.9336 6.91487 18.0753 6.41316 6.19246 6.06262 6.0195 6.00522 34.9697 31.1151 threshold=98.500000000000014 1.0000000180025095e-35 47442.083984375007 99.500000000000014 170.13991546630862 152.83950042724612 2.5000000000000004 1.1054999828338625 40.500000000000007 49.500000000000007 145.45140075683597 149.77716064453128 1.0000000180025095e-35 48.500000000000007 1.5000000000000002 -14.499999999999998 35.500000000000007 65.776599884033217 20.500000000000004 15.500000000000002 1.0000000180025095e-35 23.500000000000004 10.500000000000002 -1.0000000180025095e-35 13.500000000000002 4.5000000000000009 -3.4999999999999996 192.42346954345706 1.6674999594688418 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=4 -2 3 -3 5 9 -7 -8 25 10 15 12 -12 -14 -15 -1 17 21 19 20 -19 22 23 -17 -22 -9 -13 28 29 -6 right_child=1 2 -4 -5 27 6 7 8 -10 -11 11 26 13 14 -16 16 -18 18 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.022146499982121055 0.008038094386205473 0.010581339403248216 -0.032016627808499516 -0.034657197507210129 0.0048578433624078127 -0.0008984762881195787 -0.032112642174867964 -0.00084024120546833812 -0.0060136021719702408 -0.00078117318658798044 -0.00075920960761514944 0.013335038865798851 -0.010482635896564056 0.0083842812852897419 -0.009763850509316498 0.020912215333944228 0.0022737360041099951 0.032360797561914519 -0.00071483338032448415 0.021308599957457781 0.0014492612701532935 -0.0018696770993642461 -0.04222435451145487 -0.01371657792638461 -0.02785147023371078 0.030456350091367518 0.00075877534811500302 1.9842502006240895e-05 0.0078095703369733026 -0.00072133163022929721 leaf_weight=13.307655423879622 9.9687108397483808 7.8249885067343712 8.9173493310809135 5.8095253705978394 1089.6410717219114 4038.0050509124994 12.567454375326632 12.065871298313143 410.39710114151239 4465.8954288363457 317.71957890689373 36.327387124300003 208.33938150107861 52.707925066351891 30.688941411674023 8.2531968355178815 2416.5796351358294 15.225614450871943 878.90227928757668 40.431461587548256 10.602272287011148 62.547239765524864 15.911657162010668 11.548133730888368 16.742898628115654 10.348482623696325 599.87784390151501 305161.16606744728 604.21363434195518 5159.6822443827987 leaf_count=83 41 67 229 50 4575 16859 76 55 2265 19324 1294 163 983 225 163 66 10345 116 3751 186 45 265 85 75 103 52 2604 1322754 2593 21953 internal_value=1.9294e-05 -0.00996037 -0.0179163 -0.00869433 2.02905e-05 -0.000419194 -0.00138167 -0.00576251 -0.00499739 4.97609e-05 0.000833353 -0.00107837 -0.00374578 -0.00699834 0.00170601 0.00151568 0.00143671 -0.000471226 0.000285926 0.0108829 0.000981052 -0.00788326 -0.0184154 0.000716707 -0.016491 0.0136091 0.00147688 3.95663e-05 0.000917791 0.000251461 internal_weight=325732 32.5206 22.5519 13.6345 325700 13685 4483.38 445.379 432.811 9201.61 4735.71 1245.66 609.456 291.736 83.3969 3490.05 3476.74 1060.16 961.905 83.0022 42.5708 98.2602 35.713 19.8013 27.3452 22.4144 636.205 312015 6853.54 6249.32 internal_count=1411445 387 346 117 1411058 59183 19307 2448 2372 39876 20552 5432 2665 1371 388 15120 15037 4692 4201 450 264 491 226 141 148 107 2767 1351875 29121 26528 is_linear=0 shrinkage=0.03 Tree=354 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 0 0 1 0 2 2 2 2 2 0 2 0 1 0 0 2 2 2 2 0 0 2 0 0 2 split_gain=3.42708 4.95067 3.23273 3.04488 21.4427 24.2885 26.3905 20.5919 21.2118 27.3915 25.9591 27.0607 23.0284 38.0355 78.1489 29.3964 36.368 45.5947 31.8223 30.8731 28.4043 24.9682 25.6283 36.0603 79.3937 58.4579 106.993 49.1727 64.8601 61.377 threshold=98.500000000000014 1.0000000180025095e-35 47442.083984375007 50.500000000000007 52483.353515625007 55.500000000000007 68.500000000000014 -3.4999999999999996 58.500000000000007 11031.315917968752 252.50982666015628 192.42346954345706 7836.1462402343759 3751.9816894531255 77.500000000000014 1236.168395996094 65.500000000000014 2.5000000000000004 88.500000000000014 92.500000000000014 594.21514892578136 1806.0396118164065 3673.077514648438 3290.9838867187505 60.500000000000007 60.500000000000007 2704.067260742188 65.500000000000014 80.500000000000014 2321.0456542968755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 -2 -3 -1 7 -6 -7 -5 9 -9 11 -10 13 15 -15 16 17 -12 -18 21 -19 -17 23 25 -25 26 -23 29 -29 -27 right_child=1 2 -4 4 5 6 -8 8 10 -11 12 -13 -14 14 -16 19 18 20 -20 -21 -22 22 -24 24 -26 27 -28 28 -30 -31 leaf_value=-3.4270630145772424e-05 0.0078057171211672709 -0.008494791921140759 -0.031954086288993593 -0.0020036967739566983 -0.011639213822362335 0.008221499597132401 0.0015712158087113606 0.00047389826843617026 0.00094272782924813476 0.0034843762582458166 0.0022168437134565786 -0.0044287911034186335 -0.001168668446682537 0.0038980031639972495 -0.0043475241027929679 -0.0054161437581877738 -0.00046248598038691705 0.018188093441958327 0.010683736071233426 0.0079895199497939662 0.00027802944404653484 0.0054453585280219699 -0.0036677519649636974 0.013337028462896141 -0.00075520414757988949 0.022013842394790636 -0.014786286964263819 -0.0072162069873786738 0.0063302002456087922 0.0025544265438185317 leaf_weight=241982.94214367401 9.9576857984065992 13.546191100031137 8.670483605004847 4138.0979768261313 113.00071792304516 617.04462836682796 4142.1571067534387 28678.727578297257 1267.8911920338869 3005.1484933644533 2494.8614176809788 2525.2568300589919 11417.817116647959 5586.3546961843967 1269.6037197262049 1429.7516158521175 8551.0450169146061 284.96887105703354 236.91188116371632 300.80547898262739 110.6361159235239 363.84327867627144 2379.9534107744694 528.58989523351192 1126.8307845294476 175.43405778706074 665.65140016376972 960.46412940323353 475.63706481456757 865.86259028315544 leaf_count=1055907 41 117 229 18871 466 2689 18055 123349 5518 12342 10246 10874 46705 22598 5237 6032 36297 1317 1044 1355 517 1472 10568 2140 4592 707 2700 3946 2007 3507 internal_value=1.87136e-05 -0.00977184 -0.0176502 1.96808e-05 0.000175635 0.00210706 0.00243344 5.62763e-05 0.000170388 0.000759436 -0.000263459 -0.00263332 -3.4289e-05 0.000431495 0.00237108 -0.000203202 0.000798129 0.00371723 -0.000161998 -0.0014643 0.0131793 -0.00178126 -0.00109221 9.51716e-05 0.00374457 -0.00162752 -0.00763603 0.000869352 -0.00272963 0.00583288 internal_weight=325727 32.1744 22.2167 325695 83712.3 4872.2 4759.2 78840.1 74702 31683.9 43018.2 3793.15 39225 27807.2 6855.96 20951.2 11678.4 2890.47 8787.96 9272.82 395.605 8972.02 7542.27 5162.31 1655.42 3506.89 1029.49 2477.4 1436.1 1041.3 internal_count=1411445 387 346 1411058 355151 21210 20744 333941 315070 135691 179379 16392 162987 116282 27835 88447 49421 12080 37341 39026 1834 37671 31639 21071 6732 14339 4172 10167 5953 4214 is_linear=0 shrinkage=0.03 Tree=355 num_leaves=31 num_cat=0 split_feature=2 3 0 1 0 2 2 0 0 0 3 0 0 0 0 0 2 0 0 0 0 2 2 0 2 0 1 2 0 2 split_gain=6.38244 28.414 31.9318 29.7604 26.3164 51.2818 46.2878 57.4547 75.5905 57.7114 41.4748 56.3339 67.4792 32.4571 32.6826 42.137 30.6731 28.2017 42.8348 80.8938 27.055 52.9179 103.278 31.0861 53.2339 29.8476 26.7783 26.8268 25.4109 22.9094 threshold=16079.829101562502 5.4584999084472665 38.500000000000007 -14.499999999999998 10.500000000000002 11270.709472656252 13515.104003906252 18.500000000000004 22.500000000000004 12.500000000000002 1.247500002384186 35.500000000000007 31.500000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 15706.645507812502 57.500000000000007 68.500000000000014 75.500000000000014 13.500000000000002 14362.723632812502 14993.919433593752 14.500000000000002 13771.215820312502 16.500000000000004 3.5000000000000004 8007.5161132812509 15.500000000000002 15354.050781250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 5 26 -6 9 -9 -8 -10 12 -12 14 -7 -16 20 -13 -19 -20 -11 23 -23 -22 -25 -26 27 -1 -24 -17 right_child=1 -3 3 -5 6 13 7 8 10 16 11 17 -14 -15 15 29 -18 18 19 -21 21 22 28 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00082222266270349175 -0.0016692952474957686 0.000296319061541529 0.016530472962301541 9.1275713553487587e-05 5.1915680310133897e-05 -0.014238805142920799 -6.390769208004545e-05 -0.022313303119183604 0.007034781507277754 0.0031559041656945203 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23.126721575856209 68.684486791491508 leaf_count=58648 80433 183949 606 56501 982833 1960 4530 526 3451 3286 3231 5271 2326 3377 560 1560 653 2081 669 1992 1674 1497 366 572 459 92 1201 5160 95 332 internal_value=-1.68268e-05 -0.000267083 -0.000901469 0.000210679 5.37221e-05 -0.00118704 0.000128933 0.0023893 0.000318571 0.00555628 0.000949073 -0.000373279 0.00450805 -0.00657733 -0.00156381 0.00205395 0.00852092 -0.00309911 0.000305581 -0.00482551 0.00748655 0.0104596 0.0183042 0.00504555 0.0129435 -0.000583248 -0.000596757 -0.000402888 -0.0069031 -0.00228543 internal_weight=325352 71548.8 33654.3 13745.2 253803 14505.5 239298 7884.95 4767.63 3117.32 4638.41 3810.44 1365.37 1431.7 641.463 499.028 2040.8 2445.07 1155.14 645.732 1891.21 1121.38 457.9 663.478 267.611 132.348 13073.8 12812.6 110.866 399.931 internal_count=1409891 321489 137540 57107 1088402 72798 1015604 32771 19547 13224 19021 15570 5557 7789 4412 2452 8694 10013 4742 2661 8041 4755 1958 2797 1123 551 65009 63808 461 1892 is_linear=0 shrinkage=0.03 Tree=356 num_leaves=31 num_cat=0 split_feature=2 3 3 2 2 2 1 1 2 0 2 2 0 0 0 3 0 0 0 0 2 0 0 0 0 0 2 2 0 2 split_gain=6.00575 26.7368 30.5661 56.6525 43.2836 32.3106 37.5004 34.5795 26.8165 24.7624 48.2621 43.5886 54.1608 71.0594 54.4748 39.0468 53.0108 63.478 30.5509 41.3807 29.1418 28.7772 26.5472 40.3235 76.1143 25.5798 50.2152 98.0076 29.3388 50.4489 threshold=16079.829101562502 5.4584999084472665 2.6375000476837163 20654.361328125004 37758.167968750007 42314.533203125007 -7.4999999999999991 17.500000000000004 61458.453125000007 10.500000000000002 11270.709472656252 13515.104003906252 18.500000000000004 22.500000000000004 12.500000000000002 1.247500002384186 35.500000000000007 31.500000000000004 4.5000000000000009 1.5000000000000002 15706.645507812502 2.5000000000000004 57.500000000000007 68.500000000000014 75.500000000000014 13.500000000000002 14362.723632812502 14993.919433593752 14.500000000000002 13771.215820312502 decision_type=2 2 2 2 2 2 2 2 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 4 -4 -2 6 -5 -8 -7 10 -1 -11 14 -14 -13 -15 17 -17 19 -12 25 -21 -18 -24 -25 -16 28 -28 -27 -30 right_child=1 -3 3 5 -6 8 7 -9 -10 11 18 12 13 15 20 16 22 -19 -20 21 -22 -23 23 24 -26 26 27 -29 29 -31 leaf_value=-0.00057887877666419965 -0.0010482411771431241 0.00028744342882659751 -0.0078845997347540119 -0.0089033329487437328 0.0020997979028939823 -0.0049020013031258322 0.00068988756987646473 0.017086356193852809 -0.0013170526482608844 5.0358168837402278e-05 -0.013880813078782618 -6.1990342455056955e-05 -0.021623385072945721 0.006827538975895186 0.0030631513834781339 -0.0011099276500694201 -0.0059660886854074847 0.012003860228893203 -0.0095139287613552788 0.019063848173550502 0.021063742372732615 -0.00014065369376932942 0.0066108464798055712 -0.022218297266482501 0.0013682899716259864 -0.00028472948806368273 0.02572226834292449 -0.0066878625043799095 0.025514449698216986 -0.00056518184792880822 leaf_weight=13073.423119841609 12142.202567502856 37892.67270168988 1282.1378998532891 363.7124637812376 5812.5580191612244 2770.2679889574647 5332.1648082882166 118.32936328649521 5830.0131882578135 231412.87654534727 141.73610952869058 1076.52954185009 129.34233100712299 827.51026681065559 769.35682262480259 794.64865703880787 1289.3970950692892 570.85834397375584 947.38978897035122 98.665870666503906 148.79499131441116 243.60924715548754 509.00442382693291 165.60513460636139 480.13028764724731 395.88625831902027 344.96322541683912 110.9914276599884 134.63063180446625 132.41263876110315 leaf_count=65009 49724 183949 5171 1495 23975 11224 21490 484 23977 982833 1960 4530 526 3451 3286 3231 5271 2326 4083 560 653 1186 2081 669 1992 1674 1497 461 572 551 internal_value=-1.63174e-05 -0.000259086 -0.000874497 -0.0018415 -2.91154e-05 -0.00130398 0.000423473 0.00104585 -0.00247181 5.21175e-05 -0.00115148 0.000125074 0.00231925 0.000309101 0.00539655 0.000920855 -0.000362163 0.00437237 -0.00638125 -0.000249428 0.00828127 0.00539533 -0.00300728 0.000296555 -0.00468072 0.007274 0.0101694 0.0178328 0.00489866 0.0125829 internal_weight=325342 71544.1 33651.4 15696.6 17954.8 14414.5 5814.21 5450.49 8600.28 253798 14504.8 239293 7880.06 4766.5 3113.57 4637.15 3809.64 1365.51 1431.4 484.011 2037.04 342.275 2444.14 1154.74 645.735 1888.24 1118.88 455.955 662.93 267.043 internal_count=1409891 321489 137540 63841 73699 58670 23469 21974 35201 1088402 72798 1015604 32771 19547 13224 19021 15570 5557 7789 3706 8694 1746 10013 4742 2661 8041 4755 1958 2797 1123 is_linear=0 shrinkage=0.03 Tree=357 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 2 3 2 2 3 2 1 2 3 0 0 3 3 2 2 3 2 3 2 3 0 1 2 split_gain=5.78006 51.5037 127.177 118.444 81.6736 68.2276 45.9791 41.8302 80.2993 62.7412 55.2588 46.6922 64.9783 42.6988 41.1737 122.707 32.5661 32.1619 29.105 44.3193 44.0349 28.9044 30.1598 28.7495 28.043 27.3584 69.8224 31.8574 28.811 27.3051 threshold=5947.2192382812509 2.3904999494552617 11541.221191406252 1.532000005245209 8007.5161132812509 1.1510000228881838 1.0000000180025095e-35 10798.300781250002 4.1315000057220468 9801.5458984375018 8374.6435546875018 4.4095001220703134 20021.907226562504 1.0000000180025095e-35 7475.0764160156259 3.0835000276565556 45.500000000000007 28.500000000000004 5.0659999847412118 5.9049999713897714 9353.3178710937518 6815.6660156250009 3.4465000629425053 10537.723632812502 5.0659999847412118 23400.180664062504 3.0835000276565556 20.500000000000004 -4.4999999999999991 8007.5161132812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 29 8 9 14 24 12 13 -9 15 -3 -4 -15 20 23 -12 -17 -23 -20 -10 26 -14 28 -28 -5 right_child=1 7 16 6 -6 -7 -8 11 10 -11 18 -13 25 17 -16 21 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=8.2074764593105613e-05 0.00043031516962106791 0.0063377617493099387 -0.00090738369400279923 2.6062440014387935e-05 0.0010569442946046722 -0.0089511525561868401 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167.43690778315067 2334.671364467591 11598.25931198895 16.076224491000175 358.77747587114573 107.51916413009167 1374.5375412851572 leaf_count=876454 4933 12440 51495 2581 17623 7985 6945 6318 5422 1032 4659 245931 2171 3632 17981 6770 41536 1813 4452 7002 7952 3581 3460 694 10326 47167 65 1446 431 5594 internal_value=-1.58233e-05 -0.000179155 -0.0011795 -0.00383876 -0.00160725 -0.00542265 -0.00821323 0.000200903 0.00138746 0.00313464 -0.0006276 -0.000158198 -0.00160339 -0.0056548 0.00348109 0.00194547 0.000102723 -0.00954583 0.00117357 -0.00102969 0.00319628 -0.00199491 0.000729612 -0.00525805 -0.00352408 -0.000673163 0.00403365 -0.00425811 0.00887739 -0.00514371 internal_weight=325335 121922 33568.2 10920.2 7231.33 2973.28 3688.86 88354 20527.2 10994.4 9532.79 67826.8 15517.3 2897.56 10743.3 6380.91 22648 1353.01 5877.74 2813.32 3064.42 3363.49 1716.27 1244.26 3655.05 12619.7 1021.46 482.373 123.595 2004.92 internal_count=1409891 533437 138692 45661 30541 12918 15120 394745 85771 45264 40507 308974 63043 11763 44232 26251 93031 5445 24759 12148 12611 13811 7041 5146 15748 51280 4113 1942 496 8175 is_linear=0 shrinkage=0.03 Tree=358 num_leaves=31 num_cat=0 split_feature=2 3 0 1 0 2 2 0 0 0 3 0 0 0 0 0 2 2 1 0 2 0 2 2 0 2 0 0 2 2 split_gain=5.62715 24.3026 28.4 28.2486 23.409 45.5212 41.553 50.3248 65.7648 51.4281 36.0193 51.0576 58.7263 28.8945 29.3582 37.4629 27.6909 26.3408 25.3032 24.8288 24.7308 24.1937 47.6622 93.0316 27.7012 47.8176 28.1357 23.8837 22.2565 28.7283 threshold=16079.829101562502 5.4584999084472665 38.500000000000007 -14.499999999999998 10.500000000000002 11270.709472656252 13515.104003906252 18.500000000000004 22.500000000000004 12.500000000000002 1.247500002384186 35.500000000000007 31.500000000000004 5.5000000000000009 1.5000000000000002 2.5000000000000004 15706.645507812502 14362.723632812502 3.5000000000000004 43.500000000000007 8007.5161132812509 13.500000000000002 14362.723632812502 14993.919433593752 14.500000000000002 13771.215820312502 16.500000000000004 15.500000000000002 10057.160644531252 10537.723632812502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -4 5 18 -6 9 -9 -8 -10 12 -12 14 -7 -16 21 -13 20 -19 -1 -11 24 -24 -23 -26 -27 -25 -22 -30 right_child=1 -3 3 -5 6 13 7 8 10 16 11 17 -14 -15 15 -17 -18 19 -20 -21 28 22 23 27 25 26 -28 -29 29 -31 leaf_value=-0.00077768038642844913 -0.001561324958115535 0.00027073026729451362 0.016182263386810558 9.593398927881733e-05 4.8906536733535915e-05 -0.013535869213970661 -6.8247935676076006e-05 -0.020768412239826513 0.0065915589819020562 0.0029651262360558231 -0.00094347092921928742 0.0011832790820058463 0.011669890058671251 -0.010029044250465474 0.018565761236286591 -0.0021106307374282019 0.02053711288427882 -0.0094167969585038577 -0.0098236685021039494 -0.0017902950382501217 0.0071577109393868767 -0.00028430237067793415 0.025100273013748554 -0.013612622744750424 0.024864808295735324 -0.0067886788945149146 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26.2855 26.2436 50.2701 40.2367 35.337 threshold=5947.2192382812509 2.3904999494552617 11541.221191406252 1.532000005245209 8173.5148925781259 1.1980000138282778 1.0000000180025095e-35 10798.300781250002 4.4095001220703134 10537.723632812502 4.4095001220703134 20021.907226562504 1.0000000180025095e-35 44.500000000000007 7303.1936035156259 8931.5649414062518 28.500000000000004 45.500000000000007 -10.499999999999998 7128.9062500000009 3.0835000276565556 2.7749999761581425 8714.5634765625018 -2.4999999999999996 -1.4999999999999998 4.1315000057220468 41.500000000000007 15354.050781250002 56232.490234375007 47442.083984375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 14 -5 8 19 -10 11 12 -9 15 -2 -6 -14 26 -15 20 -3 22 -21 -22 -7 -25 27 -4 -28 -29 right_child=1 7 17 6 13 24 -8 10 9 -11 -12 -13 16 18 -16 -17 -18 -19 -20 21 23 -23 -24 25 -26 -27 28 29 -30 -31 leaf_value=7.9747222556171375e-05 -0.003615909522750965 0.0059792713151859325 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2801.9570105671883 90.527283892035484 314.91115611791611 7044.2957773730159 177.94174766540527 2160.2747889012098 1374.4093165919185 134.76638729870319 2044.7766301482916 6044.632465146482 133.4739198833704 1709.0628336966038 leaf_count=876454 4305 11320 11133 8175 1197 1190 6945 6318 31144 2469 245931 51280 3632 101 2470 3768 1813 41536 11597 372 1458 29014 726 8723 5913 545 8342 24546 556 6918 internal_value=-1.48848e-05 -0.000172799 -0.00114313 -0.00372681 -0.00156115 -0.00504015 -0.00797301 0.000195812 0.00134162 -0.000981054 -0.000150929 -0.00151855 -0.00543691 0.00120086 -0.00013183 0.00567063 -0.00922222 0.000102348 -0.000709791 0.00278252 0.00112157 0.00399827 -0.00885368 -0.00398322 -0.0095574 -0.00520438 -0.000860486 -0.000237911 -0.00385678 -0.00147053 internal_weight=325311 121898 33558.5 10915.3 7228.58 3199.06 3686.73 88339.4 20522.6 7857.16 67816.8 15515.4 2896.95 4029.51 1533.17 1206.66 1351.82 22643.2 2822.85 12665.4 5352.66 7312.76 268.469 2609.95 1665.9 2295.04 12661.6 10483.4 2178.25 7753.7 internal_count=1409891 533437 138692 45661 30541 13878 15120 394745 85771 33613 308974 63043 11763 16663 6775 4965 5445 93031 11698 52158 22046 30112 1098 10726 7103 9268 51495 42597 8898 31464 is_linear=0 shrinkage=0.03 Tree=360 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 2 1 3 3 0 1 2 0 2 1 1 0 1 1 0 3 2 2 1 2 2 2 2 2 1 split_gain=3.81474 32.7595 28.086 20.2207 17.4852 19.2265 15.841 12.7126 19.4509 17.1534 50.0196 36.3274 20.2523 19.2527 28.5712 15.0549 11.7353 13.1767 11.7116 11.2775 11.3343 20.9031 104.29 46.139 15.1705 11.1221 52.1931 27.068 18.2869 20.1728 threshold=89063.015625000015 84.500000000000014 1.5000000000000002 93.500000000000014 1.0000000180025095e-35 94085.273437500015 -9.4999999999999982 1.469500005245209 3.4465000629425053 6.5000000000000009 3.5000000000000004 94085.273437500015 2.5000000000000004 99992.636718750015 1.0000000180025095e-35 -1.4999999999999998 43.500000000000007 3.5000000000000004 1.0000000180025095e-35 81.500000000000014 74.000000000000014 16861.583007812504 17336.302734375004 -1.0000000180025095e-35 75237.886718750015 28435.229492187504 31594.402343750004 24919.096679687504 50102.638671875007 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=19 2 4 -3 5 -2 -4 16 15 10 11 -10 13 14 -13 -9 -8 -18 -15 20 -1 -22 23 -23 25 27 -27 -24 29 -28 right_child=1 3 6 -5 -6 -7 7 8 9 -11 -12 12 -14 18 -16 -17 17 -19 -20 -21 21 22 24 -25 -26 26 28 -29 -30 -31 leaf_value=2.2908144152027668e-05 -0.048251614441658736 0.006195454353428307 0.0058105594593024154 -0.00058556719759866036 -0.0030172995906054328 0.01482042291325251 -0.019848417667124495 -0.0051208641248319626 -0.0098833006021231476 -0.0023053941367573915 0.023878619195315746 0.013377069027821037 -0.0012580531703601172 -0.0011134410389451229 -0.0084943145229682514 0.0034671537706006338 -0.0024250330494661639 -0.031075756769589419 0.0039726145481810476 -0.0010928963636034489 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-0.000442447 -0.000808327 0.0035799 0.00859546 0.01341 -0.000954706 -0.00107125 -0.000969443 -0.00127876 -0.000336984 -0.000560217 -0.000135233 0.00192171 -0.00452972 0.00226564 -0.00739343 -0.00438328 0.00288549 -1.51241e-05 1.5681e-05 -0.00473332 0.0016323 0.104479 -0.00235424 0.000748018 0.00566763 -0.00991855 -0.0019389 -0.0114321 internal_weight=325742 20033.7 18363.4 1670.36 281.462 198.97 18081.9 17775.7 17494 15967.3 8327.78 8251.71 7891.96 2786.77 362.205 1526.7 281.712 226.879 2424.56 305708 297213 451.621 228.929 8.54264 220.387 190.754 130.545 60.2095 112.461 69.6006 internal_count=1411789 98476 90838 7638 11933 11498 78905 76957 75765 69406 38190 37885 36311 14597 1618 6359 1192 959 12979 1313313 1277058 6314 3067 165 2902 2567 1754 813 1626 998 is_linear=0 shrinkage=0.03 Tree=361 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 2 1 3 3 0 1 2 0 2 1 1 0 1 1 0 0 1 0 3 2 2 1 2 2 2 split_gain=3.59035 30.853 26.651 19.0788 16.7417 17.8001 14.9295 11.9859 18.304 16.1417 47.1214 34.224 19.0664 18.1441 26.9935 14.1647 11.1285 12.5324 11.0423 10.6669 14.5571 10.7861 10.6114 10.6688 19.7143 93.6304 33.8133 14.393 10.4879 48.3666 threshold=89063.015625000015 84.500000000000014 1.5000000000000002 93.500000000000014 1.0000000180025095e-35 94085.273437500015 -9.4999999999999982 1.469500005245209 3.4465000629425053 6.5000000000000009 3.5000000000000004 94085.273437500015 2.5000000000000004 99992.636718750015 1.0000000180025095e-35 -1.4999999999999998 43.500000000000007 3.5000000000000004 1.0000000180025095e-35 64.500000000000014 60.500000000000007 11.500000000000002 81.500000000000014 74.000000000000014 16861.583007812504 17336.302734375004 -1.0000000180025095e-35 75237.886718750015 28435.229492187504 31594.402343750004 decision_type=2 2 2 2 2 2 2 2 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 4 -3 5 -2 -4 16 15 10 11 -10 13 14 -13 -9 -8 -18 -15 20 21 -17 23 -1 -25 26 -26 28 -27 -30 right_child=1 3 6 -5 -6 -7 7 8 9 -11 -12 12 -14 18 -16 19 17 -19 -20 -21 -22 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=2.2220961787673593e-05 -0.044930043235488479 0.0060210738106367956 0.0056485903921853495 -0.00056796114474932664 -0.0029310159592606387 0.014585917989964128 -0.019344620694334787 -0.0049671894095579512 -0.0095981757572093599 -0.0022366725649599971 0.023191192680437702 0.013062810846766968 -0.0012200533440130835 -0.0010791482330727551 -0.0082576977498799477 0.0040421758471841443 -0.0023526558096827062 -0.030405533730801022 0.0038585650044068286 -0.0017003740950139725 0.015835463351501922 -0.022746838364447498 -0.0010601530195416765 -0.010960180797709811 0.031051460776230062 -0.0097170653357174716 0.14862716831306602 -0.021817275267728285 0.050641011908484808 -0.0018607147915864258 leaf_weight=296761.34076369496 4.6319409683346739 1024.1499111056328 305.56400232389569 644.33046189323068 82.374340072274208 191.76086787041277 54.576863959431648 213.59611782431602 359.32809214293957 7638.007051974535 75.97530896961689 65.225565031170845 5106.257522970438 518.66262505203485 295.90483516454697 910.61831796169281 211.33901762962341 15.375261977314947 1903.8254800587893 291.37196032702923 97.442572414875031 13.730759441852568 8494.6628741789609 222.26620791200548 3.9365301849320531 59.639179462566972 4.9942547529935819 29.415117762982845 18.34449652582407 113.50197483226657 leaf_count=1270744 62 4634 1948 3004 435 11436 233 907 1574 31216 305 350 21714 4430 1268 3713 889 70 8549 1231 447 61 36255 3247 134 813 31 335 128 1626 internal_value=-4.0166e-05 -0.000429334 -0.000784369 0.00347653 0.00842084 0.0131822 -0.000926325 -0.00103938 -0.00094057 -0.00124071 -0.000326958 -0.000543561 -0.000131187 0.00186622 -0.00440689 0.00219758 -0.00718284 -0.00425514 0.00280138 0.00336299 0.00480685 0.00364424 -1.46753e-05 1.52055e-05 -0.00458982 0.00157085 0.0968019 -0.00227924 0.000722097 0.00544413 internal_weight=325732 20024 18355.6 1668.48 278.767 196.393 18076.8 17771.2 17489.9 15963.2 8325.18 8249.2 7889.88 2783.62 361.13 1526.76 281.291 226.714 2422.49 1313.16 1021.79 924.349 305708 297213 452.098 229.832 8.93078 220.901 191.486 131.846 internal_count=1411789 98476 90838 7638 11933 11498 78905 76957 75765 69406 38190 37885 36311 14597 1618 6359 1192 959 12979 5452 4221 3774 1313313 1277058 6314 3067 165 2902 2567 1754 is_linear=0 shrinkage=0.03 Tree=362 num_leaves=31 num_cat=0 split_feature=1 0 1 2 0 2 0 0 2 1 0 2 2 2 0 3 0 2 1 2 0 2 2 0 2 2 2 0 0 0 split_gain=3.58211 12.4318 9.62214 15.5286 25.5343 22.3769 18.7415 16.8704 12.5514 12.1744 10.1192 9.41633 15.7361 14.5019 9.20615 9.43863 8.57571 10.3592 8.55166 8.5344 8.23581 15.4501 11.0481 14.1785 11.0388 10.173 11.8358 26.2841 11.292 10.695 threshold=17.500000000000004 21.500000000000004 10.500000000000002 52483.353515625007 15.500000000000002 17336.302734375004 45.500000000000007 25.500000000000004 8173.5148925781259 13.500000000000002 20.500000000000004 75237.886718750015 31594.402343750004 9139.0400390625018 85.500000000000014 2.3904999494552617 29.500000000000004 58311.849609375007 15.500000000000002 26691.365234375004 56.500000000000007 1494.5967407226565 6233.4113769531259 28.500000000000004 4255.0842285156259 401.18936157226568 468.30728149414068 29.500000000000004 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=2 11 -1 5 -5 8 7 9 10 -7 -4 12 13 -2 15 18 -6 -18 -10 -11 22 -22 25 -24 -23 -12 27 -27 29 -28 right_child=1 -3 3 4 16 6 -8 -9 14 19 20 -13 -14 -15 -16 -17 17 -19 -20 -21 21 24 23 -25 -26 26 28 -29 -30 -31 leaf_value=-3.2347506052162299e-05 0.014894324838045548 0.00062231441984853962 -0.010287014265428438 0.019975955304794065 -0.0076393393194881636 -0.014585248008127405 9.1106617840710279e-05 -0.02035855406236042 0.0026750212928461836 -0.013619343876959173 -0.0042542180224038302 -0.01254677857656036 0.027379809672338176 -0.021578784187014189 -0.023189014928893286 0.0082974368783658888 0.029718673329057751 0.001325640180910525 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internal_value=-3.89633e-05 0.000955859 -4.89125e-05 -0.00166997 0.00550267 -0.00226726 -0.00906777 -0.0139084 -0.00128385 -0.00445115 -0.00223676 0.0113564 0.014894 0.00190109 0.00322198 0.00390506 -0.000829044 0.00566731 -0.00041484 0.00626167 -0.00171582 -0.0050422 -0.000623331 -0.0091386 -0.00871285 0.000137191 0.00161637 0.0171474 0.000965867 -0.00727477 internal_weight=325722 3225.29 322497 3262.15 250.771 3011.38 380.454 248.904 2630.92 100.926 2171.66 100.221 87.3005 42.7815 459.27 447.691 174.452 89.2842 225.708 49.0621 2039.67 504.275 1535.39 125.887 338.751 1409.51 1054.36 42.3857 1011.97 130.375 internal_count=1411789 14811 1396978 15995 1046 14949 1634 1097 13315 410 11255 423 371 187 2060 2007 729 376 1100 199 10605 2497 8108 597 1534 7511 5077 233 4844 655 is_linear=0 shrinkage=0.03 Tree=363 num_leaves=31 num_cat=0 split_feature=2 0 0 0 1 2 1 3 3 0 1 2 0 2 1 0 0 0 0 1 1 0 1 3 2 2 2 2 2 0 split_gain=3.38537 29.0347 25.2852 18.0036 16.0249 16.5223 14.0698 11.3039 17.2373 15.1933 44.4014 32.2426 17.9497 17.0989 25.5015 13.4835 20.8627 11.2216 10.554 11.9312 10.4107 9.98221 10.4698 10.2124 21.1579 24.6988 21.7922 22.5487 42.6358 31.4193 threshold=89063.015625000015 84.500000000000014 1.5000000000000002 93.500000000000014 1.0000000180025095e-35 94085.273437500015 -9.4999999999999982 1.469500005245209 3.4465000629425053 6.5000000000000009 3.5000000000000004 94085.273437500015 2.5000000000000004 99992.636718750015 1.0000000180025095e-35 64.500000000000014 60.500000000000007 70.500000000000014 43.500000000000007 3.5000000000000004 1.0000000180025095e-35 81.500000000000014 71.500000000000014 40.666500091552741 2799.732299804688 6368.3278808593759 8173.5148925781259 23400.180664062504 56232.490234375007 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=21 2 4 -3 5 -2 -4 18 15 10 11 -10 13 14 -13 16 -9 -17 -8 -20 -15 22 23 -1 -25 -26 -27 29 -29 -28 right_child=1 3 6 -5 -6 -7 7 8 9 -11 -12 12 -14 20 -16 17 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64.804366931319237 5107.3133516460657 519.08242972940207 295.26797133684158 60.54767370223999 103.84303550422192 263.98345643281937 211.30601397156715 15.243744924664496 1901.4133905917406 8494.2428126819432 30.450693383812904 45.999529829248786 261.88103797286749 205.34286735765636 202.58890167810023 620.65881900303066 634.35196478944272 334.00723062083125 leaf_count=1260902 62 4634 1948 3004 435 11436 233 4480 1574 31216 305 350 21714 4430 1268 261 486 1132 889 70 8549 36255 129 294 2031 1076 2914 4378 3508 1826 internal_value=-3.77983e-05 -0.00041579 -0.000760169 0.00337543 0.00824903 0.0129561 -0.000897839 -0.0010075 -0.000911597 -0.00120292 -0.000316258 -0.000526425 -0.000126292 0.00181325 -0.00428627 0.00213382 0.00359871 -0.0032924 -0.00697817 -0.00413061 0.00272061 -1.30513e-05 1.59298e-05 1.77322e-05 -0.00197145 -0.00156128 -0.00269729 -0.00163631 -0.00383701 0.00351076 internal_weight=325718 20014.4 18347.8 1666.64 276.154 193.895 18071.6 17766.7 17485.8 15959.2 8322.65 8246.79 7887.88 2780.57 360.072 1526.66 1202.12 324.531 280.869 226.55 2420.5 305704 297210 297179 2304.83 2258.83 1996.95 1791.61 1255.01 536.596 internal_count=1411789 98476 90838 7638 11933 11498 78905 76957 75765 69406 38190 37885 36311 14597 1618 6359 4966 1393 1192 959 12979 1313313 1277058 1276929 16027 15733 13702 12626 7886 4740 is_linear=0 shrinkage=0.03 Tree=364 num_leaves=31 num_cat=0 split_feature=1 0 1 2 0 2 0 0 2 1 0 2 2 2 0 3 1 0 2 2 1 0 2 2 2 0 0 0 2 2 split_gain=3.40491 11.7189 9.07476 14.6789 24.1119 21.1319 17.7734 16.1219 11.8256 11.4486 9.56863 8.85131 14.9458 13.6241 8.69185 8.89001 8.07562 8.06047 9.72066 8.0406 7.82531 7.75849 14.5965 10.4537 10.4474 13.5707 10.074 9.99697 9.58755 11.0094 threshold=17.500000000000004 21.500000000000004 10.500000000000002 52483.353515625007 15.500000000000002 17336.302734375004 45.500000000000007 25.500000000000004 8173.5148925781259 13.500000000000002 20.500000000000004 75237.886718750015 31594.402343750004 9139.0400390625018 85.500000000000014 2.3904999494552617 15.500000000000002 29.500000000000004 58311.849609375007 26691.365234375004 14.500000000000002 56.500000000000007 1494.5967407226565 4255.0842285156259 6233.4113769531259 28.500000000000004 40.500000000000007 76.500000000000014 401.18936157226568 468.30728149414068 decision_type=2 2 2 2 2 2 2 2 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 11 -1 5 -5 8 7 9 10 -7 20 12 13 -2 15 16 -10 -6 -19 -11 -4 24 -23 -24 28 -26 -27 -25 -12 -30 right_child=1 -3 3 4 17 6 -8 -9 14 19 21 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 27 25 26 -28 -29 29 -31 leaf_value=-3.0285298754366497e-05 0.014432521859247132 0.00060970706765370438 -0.0054967553758102699 0.019443178813881908 -0.0074016347990598043 -0.01413814028276655 9.105357734338291e-05 -0.019893842338020679 0.0025911793253206713 -0.01321666884836354 -0.0041387788935211512 -0.012143541876952019 0.026694031651125018 -0.020891531453324837 -0.022633777718195393 0.0080531715654750795 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183 963 1223 244 301 149 147 67 233 4844 internal_value=-3.6663e-05 0.000933254 -4.63633e-05 -0.00162158 0.00535646 -0.00220264 -0.00882155 -0.0135525 -0.00124733 -0.00431944 -0.00217294 0.0110406 0.0144753 0.00184076 0.00312729 0.00378884 -0.000403666 -0.000794341 0.00550354 0.00608072 -0.0100159 -0.0016668 -0.00489818 -0.00847631 -0.000606449 -0.00890725 -0.0209447 0.00136772 0.000131781 0.00156572 internal_weight=325706 3225.21 322481 3258.25 250.456 3007.8 379.364 247.818 2628.43 100.902 2169.41 100.04 87.1317 42.8371 459.021 447.528 225.665 174.335 89.2574 49.0001 131.515 2037.9 503.5 337.759 1534.4 125.316 50.3938 75.4114 1409.08 1054.88 internal_count=1411789 14811 1396978 15995 1046 14949 1634 1097 13315 410 11255 423 371 187 2060 2007 1100 729 376 199 650 10605 2497 1534 8108 597 296 311 7511 5077 is_linear=0 shrinkage=0.03 Tree=365 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 0 0 1 1 2 3 0 2 2 0 2 2 0 0 1 2 0 1 1 2 2 2 2 split_gain=3.6416 21.8734 41.7736 44.7959 24.4924 18.076 17.339 47.5431 43.3091 19.4991 19.3426 20.61 16.0899 22.9184 16.4932 16.485 15.8218 16.7647 15.2704 20.7148 19.5152 35.9158 20.5646 24.5782 14.2561 14.1591 16.7391 24.8898 17.8948 31.0281 threshold=930.90408325195324 1384.018249511719 44.500000000000007 11.500000000000002 1116.587829589844 10.500000000000002 37.500000000000007 22.500000000000004 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 1236.168395996094 8.545499801635744 12.500000000000002 346.46589660644537 780.74472045898449 88.500000000000014 1087.538757324219 1018.5688781738282 12.500000000000002 12.500000000000002 1.0000000180025095e-35 997.99557495117199 14.500000000000002 48.500000000000007 1.0000000180025095e-35 310.97680664062506 113.878231048584 586.15780639648449 594.21514892578136 decision_type=2 2 2 2 2 2 2 2 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 -2 -6 7 8 18 -8 11 -10 13 14 -1 -16 -4 -18 20 -20 -5 22 23 -22 -15 -14 27 -27 -28 -30 right_child=1 -3 16 6 5 -7 9 -9 10 -11 -12 -13 25 24 15 -17 17 -19 19 -21 21 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-0.025134773519003856 -0.0078073172106179287 4.9440231837711442e-06 -0.0015934127086755228 -0.0049783546241965607 -0.0021151194818608303 0.00501149638902533 0.0066514781183063193 -0.00094627693513677316 0.0042136110216919632 -0.0036874589374854077 0.016875115872373763 0.019600398250285013 0.0081690486869470547 -0.00015524884086078576 -0.0018712394686177752 -0.016941668662611108 0.0313711394540322 0.0039831292543063279 0.0088108283675241705 0.0013046533368853959 -0.0033532596316909946 0.012466162342740913 0.011167148914314851 -0.030566419464225558 0.030102154694388646 -0.014649402103902106 -0.0091008125667783636 0.034765006235833701 0.026403057293659188 -0.0014946930636852581 leaf_weight=41.457530871033669 450.74535410106182 219173.31198166439 4068.8385663107038 415.67763058841228 990.09872433543205 473.50345207005739 1917.6931460648775 2100.0136913955212 395.99878387153149 179.54527485370636 304.1878180205822 97.671476006507874 390.54577790945768 91695.462271779776 295.30871988832951 83.880468457937241 23.043370723724365 158.27754029631615 631.49198961257935 695.13021810352802 192.5349989682436 234.75299805402756 68.534067898988724 35.354868069291115 14.016749083995817 13.691472649574278 165.6921215057373 27.80384461581707 44.259444445371628 189.53113761544228 leaf_count=202 2023 956079 17749 1875 4484 2131 8062 8800 1753 804 1255 431 2111 390604 1365 373 100 691 2887 3131 920 990 322 168 59 85 713 121 187 806 internal_value=1.35366e-05 7.69655e-05 0.00125206 0.0023902 -0.00169265 0.000190478 0.00346552 0.00253241 0.00491095 0.00576636 0.0109245 0.00725785 -0.000145174 -0.00018267 -0.00716918 -0.00520497 -0.00120701 0.00746377 0.00280055 0.0048777 -0.000109714 0.00370029 -0.00324185 -0.00757511 -0.000150624 0.00400924 0.000325163 0.0184606 -0.00155861 0.0037867 internal_weight=325568 232606 13433.1 9182.93 1914.35 1463.6 7268.59 5171.35 3071.33 2097.24 797.858 493.67 92961.6 92130.1 420.647 379.189 4250.16 181.321 2273.48 1326.62 946.855 531.177 296.424 227.89 91709.5 831.524 440.978 41.4953 399.483 233.791 internal_count=1411281 1014655 58576 40036 8638 6615 31398 22532 13732 8866 3439 2184 396626 392603 1940 1738 18540 791 10293 6018 4275 2400 1410 1088 390663 4023 1912 206 1706 993 is_linear=0 shrinkage=0.03 Tree=366 num_leaves=31 num_cat=0 split_feature=1 2 2 1 0 0 2 2 0 2 1 0 1 1 0 1 2 2 0 0 2 0 0 0 0 1 1 2 3 0 split_gain=3.70205 15.3828 18.7147 9.26586 5.46125 8.90815 7.75961 11.2822 5.56287 4.76123 4.57305 4.44033 4.53794 4.08902 4.52499 3.87144 3.72328 20.2084 39.6443 42.1624 23.0413 17.0136 16.3593 44.7342 40.7738 18.364 17.9842 19.7166 15.1884 21.553 threshold=50.500000000000007 27583.159179687504 1320.400329589844 92.000000000000014 58.500000000000007 61.500000000000007 4712.1987304687509 3232.175903320313 70.500000000000014 16437.536132812504 63.500000000000007 82.500000000000014 73.500000000000014 53.500000000000007 53.500000000000007 58.500000000000007 930.90408325195324 1384.018249511719 44.500000000000007 11.500000000000002 1116.587829589844 10.500000000000002 37.500000000000007 22.500000000000004 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 1266.0092773437502 8.545499801635744 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=16 2 -2 10 13 -6 7 -7 -8 11 -3 12 -10 14 -4 -9 28 18 19 20 -18 -22 23 24 -21 -24 27 -26 29 -1 right_child=1 3 4 -5 5 6 8 15 9 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 22 21 -23 25 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.0069568796161488767 0.029471107174457719 0.00054718538631165405 0.0060771585124114753 -0.018344748547246187 -0.023253892980708152 -0.022262776073328289 -0.022171436194353772 5.8099265923127574e-05 -0.0032154627734729425 -0.024484681647390743 0.017465414196775313 0.0093032595953421067 -0.022311674923208853 0.011482035092570489 -0.014637167371306475 0.019706870372637429 -0.0075721579317593168 1.1364004911712289e-05 -0.0011860938090470891 0.0027163763482163151 -0.002051336582286472 0.0048636900224486457 0.0064581229528136528 -0.00091790204420710202 0.0044952594479350716 -0.0035809101818838089 0.016324707231176499 0.021125808409903128 0.0038962558977904522 -0.00014931827543798349 leaf_weight=420.48914882540703 12.486062794923781 20.369424045085907 16.905789479613304 10.042455269023774 39.300137579441071 12.23409643024206 32.226433485746384 16.182188421487808 40.063014551997185 12.658314846456049 48.897244572639465 16.17858973890543 15.545493289828299 18.902399122714996 21.640334755182266 20.404897443950176 450.80039443075657 218831.95137171564 4247.6893326640129 2273.7097838968039 990.25522689148784 473.26019386947155 1915.8831929564476 2099.9839038103819 416.80915184319019 179.34405744075775 304.99792268872261 75.832301989197731 829.93370909243822 91697.720827117562 leaf_count=1940 52 93 69 206 159 56 132 66 163 61 235 71 63 77 88 85 2023 954456 18533 10293 4484 2131 8062 8800 1847 804 1255 337 4023 390617 internal_value=1.31313e-05 -0.00305294 -0.00641283 0.00858577 -0.00812136 -0.0104143 -0.00736528 0.00267695 -0.0115674 -0.0075207 0.0124902 -0.00452941 -0.00855386 5.26379e-05 -0.00555215 0.0110164 1.64691e-05 8.0684e-05 0.00121032 0.00231907 -0.00164189 0.000184791 0.00336255 0.0024565 0.00476368 0.00559882 0.0105996 0.0070552 -0.000143992 -0.000180393 internal_weight=325563 354.037 274.728 79.3091 262.242 204.793 165.493 48.8212 116.672 84.4454 69.2667 71.7871 55.6085 57.4485 38.5461 36.5871 325209 232261 13428.6 9180.88 1914.32 1463.52 7266.56 5171.33 3071.35 2095.23 797.639 492.641 92948.1 92118.2 internal_count=1411281 1676 1142 534 1090 856 697 207 490 358 328 297 226 234 157 151 1409605 1013025 58569 40036 8638 6615 31398 22532 13732 8866 3439 2184 396580 392557 is_linear=0 shrinkage=0.03 Tree=367 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 1 2 2 2 0 0 0 2 0 3 0 0 2 1 0 2 1 1 1 2 1 0 3 2 0 split_gain=3.48648 14.6048 16.1182 38.9774 15.9025 18.0655 9.61447 14.0477 11.6861 15.0651 22.9664 19.4879 11.6721 15.3099 11.3543 8.82027 17.3456 10.1943 8.5262 10.7577 8.48093 8.1976 11.4153 9.51633 8.05507 9.25108 9.40841 7.70604 8.93131 7.69593 threshold=4.5000000000000009 9.5555000305175799 99992.636718750015 61458.453125000007 24156.202148437504 7.5000000000000009 216.75743103027347 142.59513854980472 271.27960205078131 46.500000000000007 60.500000000000007 31.500000000000004 225.45304870605472 55.500000000000007 2.5095000267028813 38.500000000000007 25.500000000000004 192.42346954345706 6.5000000000000009 6.5000000000000009 184.66258239746097 92.000000000000014 70.500000000000014 30.500000000000004 235.10141754150393 22.500000000000004 34.500000000000007 12.393000125885012 27583.159179687504 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 3 4 -3 27 7 14 9 11 12 -8 13 -11 29 16 17 -9 19 -4 -18 22 23 -20 -13 26 -26 28 -6 -2 right_child=1 2 18 -5 5 -7 8 15 -10 10 -12 24 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148.64695635437965 86.513776645064354 18.732138067483902 12.87270752340555 1095.6567093655467 17.8807856887579 20.48998236656189 76.478208720684052 69.541557475924492 10.028561815619467 9.3002031799405795 16.218471050262451 22.642035581171513 29.798226937651634 10.880791470408438 164.68127658963203 60.843673050403595 16.390750885009766 70.456139631569386 leaf_count=1325929 869 1012 74 162 88 209 171 85 70983 55 537 827 394 88 58 6667 92 105 320 284 54 199 81 99 162 64 897 253 66 397 internal_value=1.27383e-05 -0.000386927 -0.00493689 -0.00847368 -0.00540302 0.00255802 -0.000230994 -0.00260924 -2.78734e-05 0.00407479 0.0105122 0.000576462 0.0194156 0.00342881 0.00385578 -0.00399669 0.00675885 -0.00674431 0.00174445 -0.00541379 0.0246026 0.00678951 0.00897424 0.00515655 -0.00156404 0.00228604 0.00379214 0.00942602 0.0199735 0.00236027 internal_weight=325558 18526.4 613.885 401.402 362.311 139.115 17912.5 1409.49 16503.1 602.064 211.984 390.081 116.926 30.4121 249.042 1160.45 64.7902 36.8808 212.483 87.8446 27.9093 124.639 115.339 99.1202 354.007 205.36 194.48 99.1135 38.2698 236.169 internal_count=1411281 85352 2847 1790 1628 616 82505 8327 74178 3195 1074 2121 537 143 1324 7003 336 190 1057 358 146 699 500 419 1950 1123 1059 407 154 1266 is_linear=0 shrinkage=0.03 Tree=368 num_leaves=31 num_cat=0 split_feature=1 2 2 1 0 0 0 2 1 1 2 2 2 2 2 0 0 2 0 0 0 0 1 1 2 0 2 2 0 0 split_gain=3.4809 14.4289 17.5656 8.41209 5.13022 8.36008 7.33439 7.92465 4.18832 3.85002 4.45858 3.52424 5.09758 3.5102 19.0086 37.3126 39.674 21.6733 16.0071 15.4311 42.1069 38.3778 17.2809 16.7319 18.7345 14.9478 15.7498 14.3978 19.5499 18.3496 threshold=50.500000000000007 27583.159179687504 1320.400329589844 92.000000000000014 58.500000000000007 61.500000000000007 67.500000000000014 4712.1987304687509 63.500000000000007 53.500000000000007 2623.7399902343755 5224.6887207031259 19411.564453125004 930.90408325195324 1384.018249511719 44.500000000000007 11.500000000000002 1116.587829589844 10.500000000000002 37.500000000000007 22.500000000000004 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 1266.0092773437502 88.500000000000014 1087.538757324219 1018.5688781738282 12.500000000000002 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=13 2 -2 8 9 -6 7 -7 -3 10 -4 -8 -13 -1 15 16 17 -15 -19 20 21 27 -21 24 -23 -17 -27 29 -29 -18 right_child=1 3 4 -5 5 6 11 -9 -10 -11 -12 12 -14 14 -16 25 19 18 -20 22 -22 23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00014021859669237447 0.02848055307152722 0.00063679696148541073 -0.020236786607669741 -0.017744970178850569 -0.022514275456635029 0.01193823164196485 -0.020436764519693881 -0.013694357747844711 0.016843269436170708 0.011157366999136553 0.0016249535926705753 -0.0054092877333586338 -0.026216046952290024 -0.0073438509682278103 1.0714484944806841e-05 -0.0015271986899063387 -0.0049104109979313483 -0.0019892050796057595 0.0047191860988403415 0.0062692630457305372 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-0.00296344 -0.00620693 0.00836598 -0.00786581 -0.0100885 -0.0071312 0.00283599 0.0120524 5.67711e-05 -0.00537713 -0.0111355 -0.0082453 1.55859e-05 7.79368e-05 0.0011737 0.00224959 -0.00159262 0.000179163 0.00326218 0.00238235 0.00462136 0.00543536 0.0102842 0.0068571 -0.00115129 0.00727527 0.00263479 0.00465397 -0.000188621 internal_weight=325554 353.392 274.738 78.6543 262.198 204.754 165.391 47.4015 68.9236 57.4444 38.5659 117.99 90.0186 325200 232255 13424.7 9177.71 1914.23 1463.4 7263.48 5170.26 3070.31 2093.22 797.36 491.615 4247.04 181.37 2272.95 1325.21 947.735 internal_count=1411281 1676 1142 534 1090 856 697 194 328 234 157 503 381 1409605 1013025 58569 40036 8638 6615 31398 22532 13732 8866 3439 2184 18533 791 10293 6018 4275 is_linear=0 shrinkage=0.03 Tree=369 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 1 2 2 0 0 2 0 0 0 0 1 1 2 3 0 2 2 0 2 0 0 2 2 1 1 split_gain=9.44473 3.29147 12.5376 15.5485 7.52314 5.75075 3.23633 17.9492 35.1212 37.3488 20.3903 15.0661 14.5515 39.6403 36.1231 16.2747 15.5754 17.9075 14.294 20.3157 15.7506 15.5122 14.0619 14.7981 14.0122 18.2496 31.3205 30.1124 16.0153 13.9897 threshold=1.0000000180025095e-35 52.500000000000007 27583.159179687504 1320.400329589844 92.000000000000014 63.500000000000007 930.90408325195324 1384.018249511719 44.500000000000007 11.500000000000002 1116.587829589844 10.500000000000002 37.500000000000007 22.500000000000004 15.500000000000002 2.5000000000000004 1.0000000180025095e-35 1236.168395996094 8.545499801635744 12.500000000000002 346.46589660644537 780.74472045898449 88.500000000000014 1087.538757324219 24.500000000000004 27.500000000000004 1193.5148925781252 955.99880981445324 2.5000000000000004 -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 6 3 -3 5 -4 18 8 9 10 -8 -12 13 14 -11 -14 17 -16 19 20 -2 -22 -10 -24 28 26 27 -26 -15 -13 right_child=1 2 4 -5 -6 -7 7 -9 22 12 11 29 15 24 16 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.030073082302560936 -0.024357898454774176 0.028797809183999705 -0.0031911053672805181 -0.0083802353013564517 -0.017467144688468057 0.016401206685986075 -0.0071229787109591009 8.5913715065243822e-06 -0.001481682992158107 0.0025569051484935468 -0.0019292431874915112 -0.01771638442761523 0.0060869091027377234 -0.013858434030330151 0.0038358679803338993 -0.0033740925761220871 0.01528620584326675 0.018275285329370894 0.0037846338381609885 -0.00014070818668284905 -0.0016025035235880793 -0.016220366960812065 0.029487257626141686 0.0037822991865973832 -0.012548987240859587 -0.0017753883337257488 0.00053075195132860692 0.026576528282680475 0.015515051414166484 0.0057743556175226069 leaf_weight=9.4060999690555018 41.236229106783867 10.619974851608275 18.695259504020214 216.8440687507391 9.5910861901938897 48.364281434565783 450.86615647375584 218867.53704760037 4064.8546723946929 2271.971521191299 990.52660284936428 24.039264872670174 1912.3080924898386 124.2850213944912 394.46816942095757 178.95005065202713 306.42986251413822 96.139439210295677 829.63043131493032 91696.509781964123 295.43773896992207 83.886401988565922 23.096896350383759 158.32987555861473 22.047761425375938 1510.2509979605675 334.17966583371162 89.856299519538879 19.300027906894684 448.74237294495106 leaf_count=3881 202 44 85 905 206 235 2023 950768 17742 10293 4484 124 8062 526 1753 804 1255 431 4023 390625 1365 373 100 691 93 6315 1395 386 85 2007 internal_value=1.19827e-05 1.11141e-05 -0.00310846 -0.00664444 0.00738474 0.0109391 1.40311e-05 7.38933e-05 0.00113885 0.00218294 -0.00154488 0.000173813 0.00316579 0.0023115 0.00448466 0.00527733 0.00997977 0.00666542 -0.000135574 -0.00017088 -0.00674941 -0.0048352 -0.00111696 0.00705472 -0.000864547 -0.000200643 0.00513078 0.0188679 -0.00991019 0.00457994 internal_weight=325548 325539 304.115 227.464 76.6506 67.0595 325235 232288 13420.6 9174.36 1914.17 1463.31 7260.19 5168.93 3069.01 2091.26 797.037 490.608 92946.7 92117.1 420.56 379.324 4246.28 181.427 2099.92 1956.33 446.084 111.904 143.585 472.782 internal_count=1411281 1407400 1475 949 526 320 1405925 1009337 58569 40036 8638 6615 31398 22532 13732 8866 3439 2184 396588 392565 1940 1738 18533 791 8800 8189 1874 479 611 2131 is_linear=0 shrinkage=0.03 Tree=370 num_leaves=31 num_cat=0 split_feature=2 1 3 3 3 0 1 2 2 2 0 2 1 1 2 2 0 2 1 0 1 2 2 2 1 0 1 2 2 0 split_gain=4.22857 6.09228 8.97785 4.88274 5.01211 4.83952 21.7527 19.3304 32.3791 23.3113 21.2139 17.5527 14.3764 14.1979 12.3339 31.6677 32.7457 78.0311 50.8187 26.4202 25.184 23.9321 23.6207 44.3553 23.608 20.7035 28.8098 27.3839 24.4013 36.2332 threshold=142.59513854980472 5.5000000000000009 2.5095000267028813 1.4100000262260439 1.247500002384186 17.500000000000004 8.5000000000000018 361.94923400878912 374.68469238281256 265.23049926757818 10.500000000000002 184.66258239746097 1.0000000180025095e-35 3.5000000000000004 13196.084960937502 89063.015625000015 3.5000000000000004 65050.789062500007 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 50102.638671875007 25796.883789062504 33836.650390625007 1.0000000180025095e-35 6.5000000000000009 3.5000000000000004 94085.273437500015 99992.636718750015 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 -1 3 4 -3 6 7 9 -9 10 -2 12 -12 -11 20 16 17 18 -16 -17 -10 22 -20 -24 -18 26 27 -21 29 -27 right_child=5 2 -4 -5 -6 -7 -8 8 14 13 11 -13 -14 -15 15 19 24 -19 21 25 -22 -23 23 -25 -26 28 -28 -29 -30 -31 leaf_value=0.00061969742011820607 0.024551347375283732 0.0055853402293517236 0.033826040791543728 -0.0026718533630065134 0.023698674036747358 -8.4867412659413191e-05 0.0061554473221119115 -0.039891815711396668 -0.00011091232670303732 0.0061492692408931437 0.032952909699731053 -0.021320787019734149 -0.013276832851495614 0.037943985989103333 0.00036107932910998735 0.0085695285854602531 0.00043949809735153176 0.0038646246996972048 -0.010356372539990761 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internal_value=-4.69028e-06 0.000803413 0.00601631 0.00452559 0.00782612 -1.91545e-05 0.000188063 0.000145463 9.59543e-05 0.00474085 -0.00820896 -0.0135823 0.00832687 0.0067286 0.000105587 0.000460963 0.00108707 -0.00156125 -0.00513791 -0.000658782 -0.000307401 -0.00895134 -0.00563277 0.000162759 0.00151387 -0.000835518 0.00011932 -4.76709e-05 -0.00219967 0.00362625 internal_weight=325591 5725.29 194.904 184.988 126.829 319866 77013.5 76467.6 75652.6 815.051 108.459 93.1764 24.3203 706.591 75634.4 40652.8 26073.6 3618.78 2181.06 14579.2 34981.6 1287.92 776.548 348.708 22454.8 14305.2 8415.08 8339.6 5890.11 582.989 internal_count=1411483 24851 1072 1027 724 1386632 362088 359764 355967 3797 518 445 118 3279 355881 196446 121246 22652 13871 75200 159435 7344 4897 1820 98594 63205 39198 38894 24007 2353 is_linear=0 shrinkage=0.03 Tree=371 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 2 2 2 2 2 0 0 0 1 2 2 2 0 0 0 2 1 1 2 0 2 2 0 0 split_gain=3.97923 4.20799 26.1251 43.6669 28.5449 28.224 32.7368 30.0892 17.6402 15.8609 16.8891 20.391 15.3826 14.1569 12.3092 13.4774 15.5909 12.2599 28.7031 19.659 11.6596 35.7208 13.0514 10.8655 10.8621 28.6797 60.83 11.9421 17.5945 10.2901 threshold=94.500000000000014 86.500000000000014 50102.638671875007 1236.168395996094 35052.082031250007 89.500000000000014 65050.789062500007 65050.789062500007 1384.018249511719 10537.723632812502 8173.5148925781259 89.500000000000014 89.500000000000014 92.500000000000014 -2.4999999999999996 31594.402343750004 30543.693359375004 45446.361328125007 88.500000000000014 90.500000000000014 92.500000000000014 83842.167968750015 1.5000000000000002 12.500000000000002 89063.015625000015 91.500000000000014 75237.886718750015 79002.019531250015 90.500000000000014 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 29 3 -3 8 7 -7 -4 12 10 -10 -12 -5 -13 -11 16 23 19 -19 -6 24 -22 -23 -16 25 27 -27 -8 -29 -1 right_child=-2 2 5 4 17 6 20 -9 9 14 11 13 -14 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=4.1121780010491249e-06 -0.0019161203094804589 0.0069334240003674427 0.025122455058085601 -0.02428190774037484 -0.031736155512772674 -0.017755429647035043 0.03101957752974794 0.0064051601291936957 0.00066997689414733882 0.0089235795841205393 0.035624095246840792 -0.0051258527110381166 -0.0031485239498666249 0.026170587157958738 -0.0033512779019098356 0.011908408848186752 -0.032128464925851023 0.019076139775874107 -0.026493294765805496 -0.0039807497596084313 -0.034569343808862556 0.0048243082127544142 -0.0086902527311668171 -0.015589815768206271 0.0031592302953214893 -0.045303527399945288 0.028854213216521672 -0.018815538579426808 0.030033175005992705 -0.001844218984900806 leaf_weight=317312.77256411489 977.1395378690213 555.71400563418865 93.712016090750694 55.58953583240509 61.171526908874512 76.450294673442841 57.293614625930786 441.30370563268661 894.31661698967218 71.277414351701736 27.912558808922768 41.704768747091293 70.071396589279175 18.905134364962578 1047.3869712352753 46.543607026338577 18.170311644673347 25.639152765274048 24.164839662611485 36.774507388472557 27.076529949903488 244.35166929662228 87.285676062107086 69.628117024898529 392.04579967260361 19.583985105156898 20.247609376907349 12.707171574234962 13.889797672629356 2734.1947291195393 leaf_count=1375521 4660 2447 401 262 252 319 248 1985 3878 308 116 175 308 81 4277 192 75 108 99 152 113 1117 358 332 1778 81 86 56 61 11637 internal_value=-4.55234e-06 1.20207e-06 0.000907025 -0.000675642 -0.00236079 0.00417149 0.00107024 0.00968363 -0.00156043 -0.000945741 0.00190725 0.014407 -0.0124975 0.00463597 -0.00318358 -0.00391384 -0.00456257 -0.015153 -0.0030341 -0.0213152 0.00271604 -0.0014377 0.00126733 -0.00411416 0.00560495 0.0133549 -0.0076069 0.0233076 0.00669484 -1.16783e-05 internal_weight=325575 324598 4550.92 3064.97 2509.26 1485.95 950.932 535.016 2361.51 2235.85 982.839 88.5225 125.661 60.6099 1253.01 1181.73 1135.19 147.75 49.804 97.946 874.482 358.714 331.637 1117.02 515.768 123.722 39.8316 83.8906 26.597 320047 internal_count=1411483 1406823 19665 13062 10615 6603 4217 2386 10004 9434 4250 372 570 256 5184 4876 4684 611 207 404 3898 1588 1475 4609 2310 532 167 365 117 1387158 is_linear=0 shrinkage=0.03 Tree=372 num_leaves=31 num_cat=0 split_feature=2 1 3 3 1 3 2 0 0 3 3 0 1 0 1 2 2 2 2 1 1 2 2 0 2 0 2 2 2 0 split_gain=3.97582 5.71158 8.34825 4.59488 17.7358 10.9494 10.6504 8.55496 6.7275 5.03243 4.57162 4.76055 6.34718 4.54177 20.4622 18.2116 30.5078 22.0505 21.6995 13.4868 11.8913 29.9311 36.7771 41.2076 32.5995 23.8307 23.5155 41.811 23.3934 11.7042 threshold=142.59513854980472 5.5000000000000009 2.5095000267028813 5.4584999084472665 1.0000000180025095e-35 4.1315000057220468 65.776599884033217 78.500000000000014 77.500000000000014 3.2575000524520878 1.4100000262260439 48.500000000000007 9.5000000000000018 17.500000000000004 8.5000000000000018 361.94923400878912 374.68469238281256 235.10141754150393 184.66258239746097 3.5000000000000004 2.5000000000000004 9801.5458984375018 36319.728515625007 5.5000000000000009 31594.402343750004 7.5000000000000009 3673.2597656250005 3673.077514648438 3061.900268554688 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 5 6 7 -5 8 9 -1 11 12 -3 14 15 17 -17 18 -2 -19 -18 26 23 -23 29 -26 27 28 -22 -25 right_child=13 2 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 20 19 -20 -21 21 22 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.00067782064033140832 0.0083361646907639531 0.030932491847307265 0.032510812901423818 -0.009638483987971621 -0.019694450633590956 0.015825229729200339 0.029721727651614391 -0.023419742106478285 0.02238278462815016 -0.0083634306352759862 -0.002595045970789064 0.0045080494857406119 0.0018336683290982318 -8.2095270292690823e-05 0.0059693735672511038 -0.038748380122211525 0.00019237711084644894 0.0056346651155073594 -0.024036337745748086 0.03537995026991566 -0.0037119601341154018 -0.015266032798853453 -0.0040244851437928782 -0.0049908590617107045 0.025859482223992408 -0.0049424626482517291 -0.010735069894564951 0.009645366831698983 -0.02016192421874579 0.0041223386707995502 leaf_weight=5340.4072955101728 31.719388380646706 15.896672815084459 10.006356015801428 11.02504736185074 40.109072774648666 42.713193260133266 14.100033164024351 13.338619247078894 12.772005796432493 55.987719088792801 58.088529914617538 99.705945886671543 11.72045263648033 242848.92537911609 545.99788929522038 18.195339776575565 71519.183168358169 723.15633898973465 45.177840158343315 13.984019398689268 763.58664838969707 100.88087314367294 1006.3620112389326 141.42514352500439 100.40588788688183 29.174449741840363 434.37351705133915 207.04631635546684 86.631888464093208 1229.5387209355831 leaf_count=22724 152 73 45 78 242 204 110 87 68 266 303 591 60 1024544 2324 86 338659 3363 220 62 3489 429 4118 577 437 117 1798 911 405 4941 internal_value=-4.41346e-06 0.000779126 0.00581966 0.000601019 -0.00731386 0.000695493 0.0124502 0.000576316 0.000635488 0.000584017 0.00437919 0.00756104 0.0185832 -1.84404e-05 0.000182328 0.000140998 9.29628e-05 0.00460422 -0.010683 0.00619895 0.000102309 -0.00146904 0.000469691 0.0032939 0.00454168 0.0189246 -0.00485846 -0.00244407 -0.00538811 0.00318224 internal_weight=325572 5725.87 195.418 5530.45 65.2342 5465.22 25.1251 5422.51 5409.17 5396.4 185.412 127.323 27.6171 319846 76996.8 76450.8 75636.8 814.038 76.8972 737.14 75618.6 4099.43 2607.79 1601.43 1500.54 129.58 1491.64 1057.26 850.219 1370.96 internal_count=1411483 24851 1072 23779 430 23349 188 23145 23058 22990 1027 724 133 1386632 362088 359764 355967 3797 372 3425 355881 17222 10619 6501 6072 554 6603 4805 3894 5518 is_linear=0 shrinkage=0.03 Tree=373 num_leaves=31 num_cat=0 split_feature=2 1 3 2 3 0 2 2 2 2 1 0 2 2 2 0 0 0 2 2 1 0 2 2 1 0 1 2 1 2 split_gain=3.74092 5.35715 7.77043 4.477 18.6379 15.7144 18.4581 15.1422 14.1691 53.0946 14.1547 12.65 42.4759 22.8356 21.3219 18.4059 12.8824 17.6316 20.9701 26.4034 17.7712 15.1013 14.759 11.5341 11.1797 15.0997 11.0504 16.9115 13.6624 13.3413 threshold=142.59513854980472 5.5000000000000009 2.5095000267028813 930.90408325195324 8.545499801635744 13.500000000000002 327.07788085937506 401.18936157226568 346.46589660644537 415.59368896484381 1.0000000180025095e-35 17.500000000000004 911.27563476562511 361.94923400878912 356.29209899902349 14.500000000000002 48.500000000000007 80.500000000000014 271.27960205078131 540.01754760742199 34.500000000000007 84.500000000000014 444.35388183593756 225.45304870605472 1.0000000180025095e-35 81.500000000000014 -3.4999999999999996 177.71882629394534 -17.499999999999996 780.74472045898449 decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -8 -6 -10 -11 12 13 14 15 -7 26 20 -19 22 -18 -21 24 -2 -20 -26 27 -13 29 -29 right_child=3 2 -4 -5 8 11 7 -9 9 10 -12 16 -14 -15 -16 -17 17 18 19 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00058308422213713702 -0.0072641527190352717 0.0042391981777089756 0.03127258162472607 5.0979717441392896e-05 0.018743643242152684 -0.010742666648163977 0.0063667089234906889 -0.0042695689880919195 -0.02356406726748337 0.009820335495596428 0.0013366478096495183 0.0050782136314118948 0.021593228263612631 0.00013073320707296065 0.01783610597511778 0.0055721426612987523 0.00042962287841170226 -0.021110444748916265 0.012089374608875885 -0.0056128712418658617 0.031096154467615936 0.0019371575148423195 0.019088392592091122 -0.0374194700512194 0.025193225641767375 -0.011792364373055227 -0.00044845153685521116 0.0022827007733391721 -0.0032407133990089163 0.027438645326040585 leaf_weight=5529.527994170785 22.724108383059502 185.76509500294924 10.089177444577215 232360.67924135865 56.796596258878708 70.743114247918129 137.5174934566021 971.30998466163874 61.318311527371407 350.44535120204091 357.63062791526318 264.67487739026546 90.011268146336079 5119.9391441196203 113.04126177728176 517.46835754811764 24307.535286493599 54.646492518484592 55.635175555944443 970.7081306129694 17.019014403223991 316.06095443665981 69.936102733016014 22.939088433980942 11.86707955598831 61.003476336598396 50287.565680198371 118.84766846895218 3029.2799108624458 22.578684017062187 leaf_count=23779 111 1027 45 1013794 280 338 658 4394 291 1868 1521 1173 403 22346 550 2361 103118 249 234 4199 72 1372 303 109 53 270 212435 630 13375 125 internal_value=-4.28275e-06 0.000755791 0.00563179 -1.78886e-05 -0.000200815 -0.000243573 -0.00372024 -0.00295045 0.00428374 0.00321631 0.00553545 -0.000196628 0.00114235 0.000826119 0.00590323 0.00360999 -0.000296077 0.000254003 -0.00285913 -0.0021876 0.000451079 -0.00375841 0.0079981 -0.0224128 0.00196247 -0.00576921 -0.000560909 -0.00220707 -0.00281521 0.00629884 internal_weight=325565 5725.38 195.854 319840 87479.2 86653.1 1154.49 1108.83 826.191 769.394 708.076 85498.6 5911.2 5821.19 701.253 588.211 79587.4 25864.4 1539.86 1485.21 24324.6 1286.77 198.442 45.6632 128.506 72.8706 53722.9 3435.38 3170.71 141.426 internal_count=1411483 24851 1072 1386632 372838 368878 5272 5052 3960 3680 3389 363606 25998 25595 3249 2699 337608 109870 6680 6431 103190 5571 860 220 557 323 227738 15303 14130 755 is_linear=0 shrinkage=0.03 Tree=374 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 2 2 2 2 2 0 0 0 1 2 2 2 0 0 0 2 1 1 2 0 2 2 0 0 split_gain=3.74397 3.92768 24.6988 40.7541 26.8107 26.6504 30.744 28.5648 16.6751 14.931 15.9046 19.2234 14.6758 13.3244 11.598 12.6834 14.7028 11.4676 27.0181 18.3542 10.9939 33.4723 12.2814 10.3162 10.2982 27.1777 57.0883 11.4114 16.6411 9.64092 threshold=94.500000000000014 86.500000000000014 50102.638671875007 1236.168395996094 35052.082031250007 89.500000000000014 65050.789062500007 65050.789062500007 1384.018249511719 10537.723632812502 8173.5148925781259 89.500000000000014 89.500000000000014 92.500000000000014 -2.4999999999999996 31594.402343750004 30543.693359375004 45446.361328125007 88.500000000000014 90.500000000000014 92.500000000000014 83842.167968750015 1.5000000000000002 12.500000000000002 89063.015625000015 91.500000000000014 75237.886718750015 79002.019531250015 90.500000000000014 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 29 3 -3 8 7 -7 -4 12 10 -10 -12 -5 -13 -11 16 23 19 -19 -6 24 -22 -23 -16 25 27 -27 -8 -29 -1 right_child=-2 2 5 4 17 6 20 -9 9 14 11 13 -14 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=4.2730737725883329e-06 -0.0018584786485507708 0.0066907776539583139 0.024508264897284745 -0.023743837450022905 -0.030662690468801219 -0.017176744818825959 0.030334187511600542 0.0062261091304331544 0.00065077593242779245 0.0086781761154684986 0.034602980251578784 -0.0049732978718758872 -0.0030541689095853219 0.025394166687731947 -0.0032502158286572412 0.011550774274973707 -0.031220669669795389 0.018575535393579787 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11637 internal_value=-4.1528e-06 1.42876e-06 0.000876903 -0.000661705 -0.00229 0.00405397 0.00104063 0.00941872 -0.00151355 -0.000916766 0.00185101 0.0139855 -0.0121679 0.00449958 -0.00308898 -0.00379733 -0.00442699 -0.01468 -0.00294495 -0.0206258 0.00263932 -0.00139404 0.00123139 -0.00399172 0.00544802 0.0130127 -0.00737594 0.0227498 0.00651021 -1.10109e-05 internal_weight=325562 324585 4547.42 3063.71 2508.23 1483.71 950.065 533.644 2360.31 2235.12 982.826 88.4618 125.196 60.5864 1252.29 1181.19 1134.64 147.915 49.7423 98.173 873.417 358.542 331.358 1116.5 514.875 123.207 39.8224 83.3846 26.5454 320038 internal_count=1411483 1406823 19665 13062 10615 6603 4217 2386 10004 9434 4250 372 570 256 5184 4876 4684 611 207 404 3898 1588 1475 4609 2310 532 167 365 117 1387158 is_linear=0 shrinkage=0.03 Tree=375 num_leaves=31 num_cat=0 split_feature=3 2 2 1 1 1 2 2 2 2 2 2 1 2 0 1 2 2 0 2 0 0 1 2 2 2 3 3 1 2 split_gain=3.9215 18.644 39.7837 30.9579 35.2684 31.299 26.8858 58.5626 37.64 31.0331 30.1479 28.4632 30.0132 26.9908 38.7026 23.4325 32.9385 29.9884 31.1088 26.4133 26.5619 22.4719 20.6775 19.9696 48.86 28.9932 36.0431 30.8871 66.1917 49.2413 threshold=1.1510000228881838 207.88987731933597 174.66455078125003 1.0000000180025095e-35 7.5000000000000009 -7.4999999999999991 1148.0775146484377 855.65197753906261 401.18936157226568 468.30728149414068 955.99880981445324 1494.5967407226565 2.5000000000000004 555.07958984375011 48.500000000000007 1.0000000180025095e-35 291.56593322753912 279.21791076660162 49.500000000000007 252.50982666015628 52.500000000000007 51.500000000000007 1.0000000180025095e-35 2748.945678710938 2362.8337402343755 3618.2971191406255 1.1054999828338625 1.0619999766349795 1.5000000000000002 7303.1936035156259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 7 8 15 -10 -9 12 -8 22 -15 16 17 18 -3 -17 -21 -18 -11 24 -13 26 -25 28 -27 -29 right_child=-2 6 3 4 -6 -7 11 10 9 13 -12 23 -14 14 -16 19 21 -19 -20 20 -22 -23 -24 25 -26 27 -28 29 -30 -31 leaf_value=-0.00029109840163595816 5.1656429980535282e-05 0.0093987869367506121 0.017490498123443596 0.0084358696116868595 -0.014111878576966552 -0.0009462162292262653 0.005003110324286574 -0.017260206027118124 0.013217394681301889 -0.0074486312059267833 -0.0058044349899183017 -0.00088195243199954418 0.032637723965331468 -0.0052237607836861039 0.011312927846043833 0.00052758124300819956 -0.015733863030602275 0.019262252531095807 -0.011143792440634638 -0.015618529890051119 0.0076940602791999782 0.0093412194928802796 0.0018704897611996154 -0.013004496636915946 0.0039318693088903752 0.0018426369851685708 0.00229569314731354 -0.0037250575704192838 -0.0059689238312890438 0.0012050318426364308 leaf_weight=6656.8713490739465 288098.09078688151 140.76006297767162 90.090474933385849 1250.2927075326443 65.71563358604908 1034.2395150661469 332.67125171422958 302.11869043856859 199.53987389802933 427.14635670185089 654.99060804396868 5539.8850741386414 39.579267531633377 193.42704129219055 373.0083339214325 186.8211702555418 152.30801533162594 96.156635373830795 125.49948874115944 385.49791252613068 49.652151241898537 40.778010919690132 430.00189650058746 384.98887485265732 2886.3466904163361 6234.9648437872529 216.49441197514534 5393.9467764347792 1157.5137845724821 2754.3857304677367 leaf_count=28757 1245358 573 470 5146 396 4227 1413 1527 849 1733 3115 23060 180 913 1582 770 614 389 508 2001 214 165 1990 1609 11893 28895 893 26246 5802 11446 internal_value=1.39634e-05 -0.000273352 0.000910086 0.00418673 0.00730993 0.000531083 -0.000648493 -0.00301413 -0.000824722 0.00213752 -0.00942053 -0.000292075 0.00794134 0.000584481 0.00566596 -0.00490811 -0.000429972 0.00490217 -0.000283807 -0.00890768 -0.0129585 -0.0104382 -0.00277355 -0.000416823 0.000766988 -0.00103477 -0.00749743 -0.000784642 0.000619503 -0.00205854 internal_weight=325894 37795.7 9097.21 2440.34 1316.01 1124.33 28698.5 3757.71 2800.6 1623.12 957.109 24940.8 372.251 1423.58 566.435 1177.47 555.502 362.416 266.26 621.971 435.15 193.086 857.148 24568.5 8426.23 16142.3 601.483 15540.8 7392.48 8148.33 internal_count=1412734 167376 38996 10239 5542 4697 128380 16943 12301 7067 4642 111437 1593 6218 2495 5234 2249 1470 1081 2985 2215 779 3723 109844 34953 74891 2502 72389 34697 37692 is_linear=0 shrinkage=0.03 Tree=376 num_leaves=31 num_cat=0 split_feature=3 2 2 1 1 1 2 2 2 2 2 2 1 2 0 1 2 2 0 2 0 0 1 2 2 2 3 3 1 2 split_gain=3.69208 17.5488 37.4281 29.0823 33.2449 29.6973 25.3467 55.3262 35.4873 29.1761 28.7155 26.75 27.7987 25.3927 36.3868 22.1915 31.0124 28.2807 29.2675 25.0946 25.2166 21.1563 19.4513 18.7992 45.9878 27.2835 33.9283 29.0795 62.3807 46.9983 threshold=1.1510000228881838 207.88987731933597 174.66455078125003 1.0000000180025095e-35 7.5000000000000009 -7.4999999999999991 1148.0775146484377 855.65197753906261 401.18936157226568 468.30728149414068 955.99880981445324 1494.5967407226565 2.5000000000000004 555.07958984375011 48.500000000000007 1.0000000180025095e-35 291.56593322753912 279.21791076660162 49.500000000000007 252.50982666015628 52.500000000000007 51.500000000000007 1.0000000180025095e-35 2748.945678710938 2362.8337402343755 3618.2971191406255 1.1054999828338625 1.0619999766349795 1.5000000000000002 5947.2192382812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 7 8 15 -10 -9 12 -8 22 -15 16 17 18 -3 -17 -21 -18 -11 24 -13 26 -25 28 -27 -30 right_child=-2 6 3 4 -6 -7 11 10 9 13 -12 23 -14 14 -16 19 21 -19 -20 20 -22 -23 -24 25 -26 27 -28 -29 29 -31 leaf_value=-0.00028237402172392458 5.0106764218705372e-05 0.0091264043786671595 0.017109965949795441 0.008173759836395714 -0.013801060997930612 -0.00091772156041420054 0.0048527637766652715 -0.016845891218503866 0.012812054623882395 -0.0072233931824466037 -0.0056394899481857141 -0.00085545828727538731 0.031324491809494065 -0.0050748115769440943 0.010965488046642335 0.00051171316392548236 -0.01527085964663457 0.018719225198777785 -0.010798608247113713 -0.015255333217941468 0.0074484349267643721 0.0090692316028855718 0.0018132653184238573 -0.012618738923410122 0.0038152133633775312 0.0017878617165452716 0.0022269157336553915 -0.0019980187402688912 -0.010884918812900555 0.0014030483966480647 leaf_weight=6656.668595790863 288097.67329163163 140.61451403796673 89.342751488089561 1251.6533772647381 65.1878592222929 1034.3596124947071 332.68834288418293 300.29068714380264 199.67507985234261 427.24993407726288 653.93965566903353 5540.1121153980494 39.994879588484764 193.13562659919262 373.2780184596777 186.8357837498188 152.2194452881813 95.980346471071243 125.62388068437576 382.87574181705713 49.749325677752495 40.7414810359478 430.26102061569691 384.85728549957275 2885.3779818415642 6233.2346109598875 216.48548901081085 8143.4203020855784 677.2972958907485 477.71997457742691 leaf_count=28757 1245358 573 470 5146 396 4227 1413 1527 849 1733 3115 23060 180 913 1582 770 614 389 508 2001 214 165 1990 1609 11893 28895 893 37692 3789 2013 internal_value=1.35393e-05 -0.000265306 0.000882774 0.00406076 0.00708594 0.000515615 -0.000629427 -0.0029281 -0.000800884 0.00207273 -0.00916608 -0.000283446 0.0076936 0.000566766 0.00549607 -0.00477282 -0.000417177 0.00475795 -0.00027516 -0.00867647 -0.0126445 -0.0101317 -0.0026892 -0.0004045 0.000744051 -0.00100433 -0.00727425 -0.00076158 0.000601238 -0.00580256 internal_weight=325879 37780.9 9097.21 2440.54 1316.84 1123.7 28683.7 3752.47 2798.24 1623.6 954.23 24931.2 372.683 1423.92 566.414 1174.64 555.18 362.219 266.238 619.461 432.625 192.961 857.511 24558.5 8425.49 16133 601.343 15531.7 7388.25 1155.02 internal_count=1412734 167376 38996 10239 5542 4697 128380 16943 12301 7067 4642 111437 1593 6218 2495 5234 2249 1470 1081 2985 2215 779 3723 109844 34953 74891 2502 72389 34697 5802 is_linear=0 shrinkage=0.03 Tree=377 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 1 3 2 2 0 2 1 1 1 2 2 2 2 0 2 1 2 3 3 2 1 0 1 3 2 split_gain=3.56298 13.4788 11.0127 30.2981 27.7409 25.5866 29.3201 25.4136 22.145 23.6061 20.5831 36.8584 24.392 21.6561 17.36 59.8158 46.7488 30.0476 15.3981 15.3732 19.5588 14.7885 28.0085 18.8085 13.762 42.5095 19.6577 14.0919 12.6314 49.3361 threshold=1.1054999828338625 42314.533203125007 219.36421203613284 401.18936157226568 468.30728149414068 1.0000000180025095e-35 1.0619999766349795 327.07788085937506 271.27960205078131 49.500000000000007 174.66455078125003 1.0000000180025095e-35 -7.4999999999999991 7.5000000000000009 1148.0775146484377 855.65197753906261 1846.5046997070315 525.85342407226574 48.500000000000007 1494.5967407226565 2.5000000000000004 482.89285278320318 1.0205000042915346 1.0205000042915346 1607.8663330078127 1.0000000180025095e-35 50.500000000000007 1.5000000000000002 1.0619999766349795 503.44865417480474 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 7 -4 9 -7 -1 12 -12 -13 15 17 19 21 -19 20 -16 22 -6 -23 25 26 -21 -27 -25 -30 right_child=-2 -3 3 4 14 8 -8 -9 -10 -11 11 13 -14 -15 16 -17 -18 18 -20 24 -22 23 -24 28 -26 27 -28 -29 29 -31 leaf_value=-0.00022894140444003669 4.3306710864236882e-05 -0.0089944619388310325 -0.0021244071589474572 0.011888036848816144 -0.017552883876164192 0.010933855289922977 0.0094737441414556988 -0.029463966075554664 -0.017566281239359088 -0.011284504948487659 0.01592667432270237 0.0083410179110738787 -0.002695856212717188 -0.012903716665841244 0.0086755201624920137 -0.01156877861035306 -0.00068910701481800023 -0.0033633752099614602 0.0097086580438413232 0.00095988820803332082 0.035995988009084587 0.030170149367424362 0.012580377314271115 -0.01576184558425137 0.0046102676571049741 -0.0087893796877872524 0.033591736760319034 -0.033037843363319101 0.011524121489058301 -0.016495258263357713 leaf_weight=4831.7439797073603 298258.87584355869 160.02160076797009 125.29209089279175 164.46867766976357 38.288941606879234 64.759133160114288 150.94999328255653 40.48904213309288 233.372633472085 128.30517169833183 69.010103538632393 956.44323021173477 765.20250090956688 45.225792288780212 228.74034054577351 540.49961382895708 16823.720268793404 106.45930378139019 340.47109363973141 48.368134364485741 26.2945327013731 11.764148369431494 100.96821616590023 132.17655529081821 1128.0880477875471 53.332809671759605 25.308048725128174 36.217400431632996 101.30947338044643 128.03495113551617 leaf_count=20897 1289893 666 508 695 160 274 615 163 1246 544 369 3920 3129 276 970 2635 76198 508 1442 203 115 49 424 593 4734 229 106 158 429 586 internal_value=1.31274e-05 -0.000312942 -0.000262324 -0.000602749 -0.000382109 -0.00655082 -9.18052e-05 -0.0088016 -0.0113482 -0.00383185 0.00079851 0.0035026 -0.00115531 0.00738181 -0.000483671 -0.00358688 -0.000230285 0.000909567 0.00659489 0.00476153 0.0114923 -0.00404796 0.0042952 -0.00716044 0.0034322 -0.00470964 0.0121691 -0.0185964 -0.00837521 -0.00411812 internal_weight=325864 27605.3 27445.3 20777.7 20034.5 743.168 316.731 165.781 426.437 193.064 6667.63 1835.88 834.213 1001.67 19870 1499.97 18370.1 959.473 446.93 1546.35 255.035 512.542 139.257 373.285 1291.31 163.226 73.6762 89.5502 361.521 229.344 internal_count=1412734 122841 122175 93584 90234 3350 1286 671 2064 818 28591 7694 3498 4196 89539 6826 82713 4191 1950 6515 1085 2241 584 1657 5430 696 309 387 1608 1015 is_linear=0 shrinkage=0.03 Tree=378 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 1 3 2 2 0 2 1 1 1 2 2 2 2 0 2 1 2 3 3 2 1 0 1 1 3 split_gain=3.35402 12.6956 10.3644 28.6125 26.093 24.2655 27.5984 23.9298 21.1839 22.2342 19.3627 34.6481 23.2316 20.4043 16.3724 56.5201 43.9979 28.2819 14.4728 14.4297 18.0876 13.9451 26.3548 17.6872 12.9593 40.1823 18.6591 13.4976 12.4028 11.9449 threshold=1.1054999828338625 42314.533203125007 219.36421203613284 401.18936157226568 468.30728149414068 1.0000000180025095e-35 1.0619999766349795 327.07788085937506 271.27960205078131 49.500000000000007 174.66455078125003 1.0000000180025095e-35 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276 970 2635 76198 508 1442 203 115 49 424 593 4734 229 106 158 95 1015 internal_value=1.27292e-05 -0.000303667 -0.000254556 -0.000584886 -0.000370747 -0.00637406 -8.90518e-05 -0.00853738 -0.0110637 -0.00372085 0.000774528 0.00339695 -0.00112087 0.007156 -0.00046928 -0.00348572 -0.000223396 0.000882558 0.00639535 0.00462035 0.0111379 -0.00393299 0.00416529 -0.00696127 0.00333126 -0.00458641 0.0118313 -0.0181329 -0.0109733 -0.00814333 internal_weight=325859 27600 27440.2 20772.4 20031.4 740.953 316.619 165.785 424.334 192.879 6667.81 1836.18 833.925 1002.25 19866.9 1497.38 18369.5 958.813 447.042 1545.74 255.244 511.77 139.287 372.483 1290.5 162.606 73.5124 89.094 127.99 360.69 internal_count=1412734 122841 122175 93584 90234 3350 1286 671 2064 818 28591 7694 3498 4196 89539 6826 82713 4191 1950 6515 1085 2241 584 1657 5430 696 309 387 544 1608 is_linear=0 shrinkage=0.03 Tree=379 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 1 3 2 2 0 2 1 1 2 1 2 2 2 2 0 2 1 2 3 3 2 1 0 1 1 split_gain=3.15722 11.958 9.75405 27.019 24.5446 23.006 25.9794 22.5452 20.2652 20.9376 18.3284 17.2518 15.4496 24.6908 19.2256 15.4372 53.4064 41.4099 26.616 13.6042 13.5472 16.7534 13.141 24.8011 16.6329 12.2036 37.9862 17.7202 12.9358 11.7087 threshold=1.1054999828338625 42314.533203125007 219.36421203613284 401.18936157226568 468.30728149414068 1.0000000180025095e-35 1.0619999766349795 327.07788085937506 271.27960205078131 49.500000000000007 149.77716064453128 -7.4999999999999991 1.0000000180025095e-35 174.66455078125003 7.5000000000000009 1148.0775146484377 855.65197753906261 1846.5046997070315 525.85342407226574 48.500000000000007 1494.5967407226565 2.5000000000000004 482.89285278320318 1.0205000042915346 1.0205000042915346 1607.8663330078127 1.0000000180025095e-35 50.500000000000007 1.5000000000000002 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 10 5 -5 6 7 -4 9 -7 -1 -12 -13 -14 -15 16 18 20 22 -20 21 -17 23 -6 -24 26 27 -22 -28 -11 right_child=-2 -3 3 4 15 8 -8 -9 -10 29 11 12 13 14 -16 17 -18 -19 19 -21 25 -23 24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.00065389977379049131 4.0747411648875992e-05 -0.0084798292525826158 -0.0019981100449536033 0.01117818781369352 -0.016548961438405372 0.010247167160151506 0.0089279684885030831 -0.027760591892260659 -0.016806176393486801 -0.014705259830941234 0.015514164949027905 -0.00028035366779535141 -0.00097306099073819991 0.0078332283526870369 -0.012325260287858629 0.0081662082794080795 -0.010963886159119305 -0.00064837899160694219 -0.0031709843631110715 0.0091235042206092871 0.00090345479816582872 0.033245896193624863 0.028260052373005492 0.011822227057658488 -0.007912320869009495 0.0043393336014574176 -0.0083069028524168729 0.032017008544110666 -0.031692687927451627 0.0097615963967970301 leaf_weight=3708.2149697318673 298258.25893669296 159.70676219463348 125.33809866011143 164.57391382753849 38.212693393230438 65.011133536696434 150.71481595933437 40.434454739093781 229.56944945454597 106.64461264014244 89.075993806123734 1318.0165160149336 549.81894347816706 958.22684110701084 44.560245662927628 228.64621533453465 536.67258293181658 16823.765305139124 106.24820195138454 340.88894586265087 48.352535262703896 26.779386267066002 11.816201627254484 101.09139613807201 360.09837280213833 1127.6955707371235 53.099012583494186 24.988367304205894 35.533654406666756 21.083511203527451 leaf_count=16024 1289893 666 508 695 160 274 615 163 1246 449 474 5355 2542 3920 276 970 2635 76198 508 1442 203 115 49 424 1608 4734 229 106 158 95 internal_value=1.23433e-05 -0.000294661 -0.000247013 -0.000567541 -0.000359713 -0.00620168 -8.64066e-05 -0.00828197 -0.0107846 -0.00361238 0.000751272 0.00251181 0.00210835 0.00413613 0.00693746 -0.000455305 -0.0033868 -0.000216712 0.000856308 0.0062021 0.00448349 0.0107956 -0.00381939 0.00403969 -0.00676308 0.00323334 -0.00446683 0.0115043 -0.0176825 -0.0106666 internal_weight=325853 27594.9 27435.2 20767.3 20028.5 738.796 316.487 165.773 422.309 192.739 6667.91 2959.7 2870.62 1552.61 1002.79 19863.9 1495.03 18368.9 958.356 447.137 1545.09 255.426 511.219 139.304 371.915 1289.67 161.974 73.3409 88.6327 127.728 internal_count=1412734 122841 122175 93584 90234 3350 1286 671 2064 818 28591 12567 12093 6738 4196 89539 6826 82713 4191 1950 6515 1085 2241 584 1657 5430 696 309 387 544 is_linear=0 shrinkage=0.03 Tree=380 num_leaves=31 num_cat=0 split_feature=2 3 3 0 2 0 2 1 1 0 2 0 2 2 1 0 1 0 0 0 2 0 2 2 1 0 2 0 2 3 split_gain=3.34748 26.8455 44.7501 28.9635 28.1869 26.3479 43.2441 30.6292 31.9632 24.3245 24.2649 52.1301 49.8671 24.5071 28.8718 23.8297 21.5068 19.2203 71.327 19.129 17.8145 17.4274 17.1543 15.2335 14.3762 14.2174 38.9886 13.6024 12.3992 51.947 threshold=36319.728515625007 1.8174999952316286 1.4100000262260439 6.5000000000000009 56232.490234375007 21.500000000000004 47442.083984375007 10.500000000000002 4.5000000000000009 44.500000000000007 45446.361328125007 4.5000000000000009 43864.599609375007 42314.533203125007 2.5000000000000004 2.5000000000000004 -1.4999999999999998 86.500000000000014 82.500000000000014 90.500000000000014 71819.058593750015 2.5000000000000004 45446.361328125007 40737.804687500007 1.5000000000000002 60.500000000000007 68603.160156250015 49.500000000000007 16079.829101562502 17.333499908447269 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 2 4 10 24 7 17 8 -5 -6 11 13 -13 14 21 -15 -17 18 -7 22 -9 23 -19 -3 -2 26 -4 -11 -1 -30 right_child=1 3 25 5 9 6 -8 20 -10 27 -12 12 -14 15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=4.1613865887588582e-05 0.00017733326609668481 -0.018636231971974615 0.0073855714389290204 -0.0013802555713353553 -0.019404514722727802 -0.0035768359956997228 0.001461757119963028 0.015857634803054941 -0.0091096604241663014 0.0054035394356526855 0.00063150082989899903 0.0051308696074359303 0.021114531986968572 0.010316924741752734 -0.025600388124071498 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5455 1119 441 125 178 899 215 542 388 282 1438 72 63 671 2108 803 954 115676 10412 internal_value=1.05339e-05 0.000261393 0.00314824 6.08534e-05 -0.00118236 -0.000571917 0.000480423 -0.00149548 -0.00168331 -0.00711617 0.00111651 0.00419532 0.00766093 -0.00260655 0.0023286 -0.00925921 -0.0130883 -0.00299723 -0.00231357 -0.0130785 0.00979866 0.00474089 -0.0249149 -0.0107706 0.00238547 0.00657898 0.00459816 -0.00315672 -2.63733e-05 -0.000605 internal_weight=325402 41734.2 2710.82 39023.3 1198.26 24398.6 11404.2 12994.4 12781.8 449.942 14624.7 1990.32 1318.52 671.797 385.685 286.113 239.305 2509.84 2350.45 159.396 212.573 355.021 69.3891 55.0753 748.318 1512.56 1033.3 340.295 283668 29825.8 internal_count=1410940 195671 11324 184347 4977 100783 47859 52924 52045 1887 83564 9971 6574 3397 1879 1518 1077 10269 9594 675 879 1754 287 316 3090 6347 4239 1425 1215269 126088 is_linear=0 shrinkage=0.03 Tree=381 num_leaves=31 num_cat=0 split_feature=2 3 3 0 2 0 2 1 1 0 2 0 2 2 1 0 1 2 0 2 0 0 0 0 2 0 0 1 1 2 split_gain=3.15122 25.2749 42.1544 27.2635 26.6201 24.7943 40.9369 28.8686 30.1216 24.3801 22.914 49.2311 47.7114 23.0303 27.1735 22.3839 20.1591 16.8354 16.421 14.3448 14.1783 44.8477 14.744 13.4902 36.6841 12.6581 12.3032 12.2725 11.8305 11.6661 threshold=36319.728515625007 1.8174999952316286 1.4100000262260439 6.5000000000000009 52483.353515625007 21.500000000000004 52483.353515625007 10.500000000000002 4.5000000000000009 44.500000000000007 45446.361328125007 4.5000000000000009 43864.599609375007 42314.533203125007 2.5000000000000004 2.5000000000000004 -1.4999999999999998 71819.058593750015 2.5000000000000004 40737.804687500007 87.500000000000014 82.500000000000014 91.500000000000014 60.500000000000007 68603.160156250015 97.500000000000014 63.500000000000007 3.5000000000000004 2.5000000000000004 16079.829101562502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 4 10 28 7 20 8 -5 -6 11 13 -13 14 18 -15 -17 -9 19 -3 21 -7 -22 24 -4 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142.52727302908897 500.59823855757713 380.25828093290329 12548.960456280969 1107.6366237215698 206.63960611820221 46.669832406565547 30.667891278862953 29.99531202018261 209.75766260921955 69.576317980885506 299.38316913694143 10.924557724967597 83.297996550798416 232.28921760618687 106.54968222603202 368.27604573220015 192.30689191818237 98.828933126293123 109.56698679924011 83.385840997099876 104.7911155372858 29826.536049105227 leaf_count=1089181 2437 253 3436 49996 521 12110 33302 597 2049 1590 73255 5455 1119 441 125 178 899 282 1438 63 343 971 467 1637 803 666 471 338 429 126088 internal_value=1.02227e-05 0.000253653 0.00305565 5.90776e-05 -0.00114722 -0.000554813 0.00046608 -0.0014508 -0.00163297 -0.00639395 0.00108358 0.00407929 0.00745574 -0.00252897 0.0022624 -0.008971 -0.0126712 0.00952625 0.00460656 -0.0104529 -0.00229407 -0.00182236 -0.01026 0.00638761 0.00446009 0.00163667 0.0105558 0.000612658 0.00266429 -2.5582e-05 internal_weight=325392 41723.1 2709.19 39013.9 1198.03 24395.8 11403 12992.8 12780.6 504.104 14618.1 1985.8 1314.28 671.519 385.097 286.423 239.753 212.104 354.429 55.0455 3395.86 3206.01 189.848 1511.17 1033.33 8007.18 477.843 12632.3 693.922 283668 internal_count=1410940 195671 11324 184347 4977 100783 47859 52924 52045 2111 83564 9971 6574 3397 1879 1518 1077 879 1754 316 13891 13081 810 6347 4239 33968 2108 73593 2866 1215269 is_linear=0 shrinkage=0.03 Tree=382 num_leaves=31 num_cat=0 split_feature=2 3 3 0 2 0 2 1 1 0 2 0 2 2 1 0 1 0 0 0 2 2 2 1 0 2 0 0 0 0 split_gain=2.96647 23.7995 39.71 25.6632 25.1391 23.3321 38.7431 27.4467 33.8021 21.8659 21.6375 46.4903 45.644 21.6452 25.5812 21.0291 18.901 17.7326 64.9219 17.6607 16.1171 15.5445 14.5562 12.9267 12.8029 34.5167 12.792 12.5013 12.4287 11.6648 threshold=36319.728515625007 1.8174999952316286 1.4100000262260439 6.5000000000000009 56232.490234375007 21.500000000000004 47442.083984375007 9.5000000000000018 4.5000000000000009 44.500000000000007 45446.361328125007 4.5000000000000009 43864.599609375007 42314.533203125007 2.5000000000000004 2.5000000000000004 -1.4999999999999998 86.500000000000014 82.500000000000014 90.500000000000014 45446.361328125007 39114.154296875007 40737.804687500007 1.5000000000000002 60.500000000000007 68603.160156250015 49.500000000000007 2.5000000000000004 3.5000000000000004 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 10 23 7 17 8 -5 -6 11 13 -13 14 21 -15 -17 18 -7 20 -19 27 -9 -2 25 -4 -11 -3 -29 -26 right_child=1 3 24 5 9 6 -8 22 -10 26 -12 12 -14 15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 29 -27 -28 28 -30 -31 leaf_value=-2.4814389080966755e-05 0.0001604033239218063 -0.021438192921837532 0.0069474005984630242 -0.00129880781432863 -0.018431032040924746 -0.0033847940107024342 0.0013812041548201446 0.024531511460227494 -0.0095411508859979208 0.0053176140112844578 0.00059436815027107245 0.004846697751766404 0.020272010305782479 0.0097648520007746781 -0.024088248882427193 0.010082909833493105 -0.015438202467067905 -0.032058610807414102 0.018501714929042509 -0.0037374323122897749 0.0015782389054138295 0.0098982962021814409 0.0051897806554897811 0.0096786933209549661 0.012835786497554232 -0.0071433479822293148 -0.0070561256785698859 0.0076450939997627807 -0.012758711305306222 0.0016791682432566882 leaf_weight=283669.63223928504 583.66622763872147 26.702279832214117 841.10660547018051 12279.467344634235 108.79663027822971 2220.8902777656913 8891.9713193513453 42.247050583362579 464.74933634698391 112.10903149843216 12630.484503836837 1105.5143536888063 204.59875944256783 46.535979955457151 30.662745267152786 29.819907449185848 210.34279598295689 52.640874683856964 129.06646066904068 89.915050029754639 16.947893664240837 202.93333518132567 204.67393353581429 164.63557992875576 366.87050425261259 192.21515491604805 228.35334219038486 84.900745302438736 39.308704480528831 109.52326706051826 leaf_count=1215269 2419 142 3436 49996 462 9052 37590 177 1906 471 73593 5455 1119 441 125 178 899 215 542 388 72 1043 845 671 1637 803 954 392 177 471 internal_value=9.92063e-06 0.000246144 0.00296613 5.73511e-05 -0.00111334 -0.000538233 0.000452174 -0.00140745 -0.00159939 -0.00672301 0.0010516 0.00396638 0.00725565 -0.00245386 0.00219808 -0.00869284 -0.0122694 -0.00283973 -0.00218272 -0.0125194 -0.0238666 0.00447595 0.00849906 0.00225454 0.00620211 0.00432629 -0.00298164 -0.00281557 0.00118788 0.0102709 internal_weight=325381 41711.6 2707.28 39004.4 1197.56 24392.6 11401.4 12991.1 12744.2 449.259 14611.8 1981.32 1310.11 671.206 384.508 286.699 240.163 2509.46 2349.96 159.504 69.5888 353.845 246.921 748.302 1509.72 1033.32 340.462 150.912 124.209 476.394 internal_count=1410940 195671 11324 184347 4977 100783 47859 52924 51902 1887 83564 9971 6574 3397 1879 1518 1077 10269 9594 675 287 1754 1022 3090 6347 4239 1425 711 569 2108 is_linear=0 shrinkage=0.03 Tree=383 num_leaves=31 num_cat=0 split_feature=1 2 3 3 0 2 0 2 1 1 0 2 0 2 2 1 0 1 0 1 0 2 0 0 2 0 0 2 1 0 split_gain=2.94909 2.86967 22.3451 37.4092 23.9633 23.7028 22.2849 37.4452 25.8478 31.8608 21.9639 20.4328 43.898 43.6612 20.3461 24.0888 19.7594 17.7259 14.8842 13.8663 13.9051 13.815 13.6578 40.4195 13.1177 12.6329 12.1489 32.478 11.5642 11.2314 threshold=90.500000000000014 36319.728515625007 1.8174999952316286 1.4100000262260439 6.5000000000000009 52483.353515625007 21.500000000000004 52483.353515625007 9.5000000000000018 4.5000000000000009 44.500000000000007 45446.361328125007 4.5000000000000009 43864.599609375007 42314.533203125007 2.5000000000000004 2.5000000000000004 -1.4999999999999998 2.5000000000000004 68.000000000000014 97.500000000000014 40737.804687500007 87.500000000000014 82.500000000000014 40737.804687500007 91.500000000000014 60.500000000000007 68603.160156250015 3.5000000000000004 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 11 -3 8 22 9 -6 -7 12 14 -14 15 18 -16 -18 24 20 -9 -10 23 -8 -4 -24 27 -5 -13 -23 right_child=-2 2 4 26 6 10 7 19 21 -11 -12 28 13 -15 16 -17 17 -19 -20 -21 -22 29 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.3950323373507641e-05 -0.014116202526010695 0.0025149105279211425 -0.017277701435479641 0.0067384398614030198 -0.0012599035938416386 -0.017058246183269055 -0.002664111147765397 0.0016396344806788681 0.023918934839650959 -0.0092670458772711826 -0.0024733964439833133 0.00050266383861022682 0.0047102485061173219 0.019862045341153291 0.0094987485883227685 -0.023376050224890664 0.0098377684287986097 -0.014935745979797714 0.0069934023274349577 0.024648607731539332 -0.01025483947816523 0.011974129579422862 -0.018739129771954473 0.010351107343747527 0.019522264491561064 -0.003137988365881539 0.0099933683514210319 -0.0069324681388136904 0.011719238082835818 -0.0020844984375305974 leaf_weight=283668.6780385311 13.301011731848119 693.90416973084211 44.074276512488723 841.1727706193924 12278.893811181188 122.9665285050869 2973.9024753049016 7880.1824025735259 42.032425612211227 464.1502348035574 380.41994899511337 12545.25768734375 1103.4452269934118 202.58790698647499 46.406470347195864 30.64922721683979 29.6487120911479 210.88789393007755 298.24285571277142 23.369853369891644 89.459777237847447 103.62719032168388 83.509778782725334 231.46261681616306 10.867284294217823 106.01252676919103 474.96078749746084 192.12175042927265 83.274643510580063 100.98056651651859 leaf_count=1215258 230 2866 253 3436 49996 521 12110 33150 177 1906 1590 73255 5455 1119 441 125 178 899 1438 119 485 432 343 971 63 462 2108 803 338 413 internal_value=9.62758e-06 1.02051e-05 0.000242615 0.00287903 5.96387e-05 -0.00108029 -0.00051609 0.000452654 -0.00136538 -0.00155155 -0.00603616 0.00102058 0.00385669 0.00706055 -0.00238136 0.00213615 -0.00842428 -0.0118821 0.00435009 0.00157378 0.00150612 0.00825381 -0.00218696 -0.00172427 -0.00999877 -0.0100124 0.00602204 0.00419659 0.000576628 0.00503574 internal_weight=325370 325357 41688.5 2705.55 38982.9 1197.29 24377.6 11387.9 12989.7 12743 503.386 14605.3 1976.81 1306.03 670.777 383.834 286.943 240.537 353.184 7993.01 7969.64 246.64 3394.89 3205.37 54.9416 189.522 1508.26 1033.29 12628.5 204.608 internal_count=1410940 1410710 195452 11324 184128 4977 100564 47640 52924 51902 2111 83564 9971 6574 3397 1879 1518 1077 1754 33754 33635 1022 13886 13081 316 805 6347 4239 73593 845 is_linear=0 shrinkage=0.03 Tree=384 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 0 0 2 1 0 2 0 2 2 1 0 1 0 2 2 0 0 1 0 3 1 0 0 2 1 split_gain=2.80281 2.7014 21.05 42.6937 22.4243 21.9307 21.9139 30.37 24.7984 19.6607 19.2931 41.4488 41.7592 19.1268 22.6863 18.5689 16.6278 16.2004 19.0554 14.5096 13.757 36.2084 13.242 12.9902 12.7728 12.5343 12.6943 12.4245 35.917 17.6675 threshold=90.500000000000014 36319.728515625007 1.7404999732971194 1.4100000262260439 56232.490234375007 6.5000000000000009 21.500000000000004 52483.353515625007 17.500000000000004 44.500000000000007 45446.361328125007 4.5000000000000009 43864.599609375007 42314.533203125007 2.5000000000000004 2.5000000000000004 -1.4999999999999998 60.500000000000007 71819.058593750015 39114.154296875007 87.500000000000014 82.500000000000014 68.000000000000014 97.500000000000014 1.8989999890327456 1.5000000000000002 49.500000000000007 16.500000000000004 99992.636718750015 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 10 8 20 27 -6 11 13 -13 14 19 -15 -17 18 -5 -4 21 24 23 -9 -8 26 -11 28 29 -7 right_child=-2 2 5 17 9 6 7 22 -10 25 -12 12 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.3231810800158707e-05 -0.01382904317196924 0.0021311512145403238 -0.0028148118628549125 0.0067311572952689584 -0.017510035262224184 0.0010093860968363316 0.0034169376632632296 0.0015397289523915471 0.01889413679983212 0.0084600106414210556 0.00055940927450795171 0.004577437334315761 0.019459276866915683 0.0092391186803923199 -0.022690641625763057 0.0095975426563430725 -0.01445234327378587 0.012236191083428036 -0.0052152174039906763 0.0094859353357509574 -0.0097076178462916236 0.01005996510212448 0.024130506437409549 -0.0099665616629073268 -0.002892580820189926 -0.017682291777703623 -0.0048510820485040242 -0.0028500081599370048 -0.002507414665646229 0.015841688505273874 leaf_weight=283668.72726732073 13.171869996003805 748.20650466531515 150.767683416605 692.96527437120676 107.92994311451912 4024.1805347278714 321.72799199819565 8017.5927786380053 54.367253318428993 94.85182124376297 12626.776516837999 1101.4283017106354 200.60794467478991 46.281164920888841 30.628093510866165 29.481661051511765 211.39551778137684 364.38293085247278 145.37777504324913 201.8506954330951 189.60394735261798 231.0232213139534 23.158702045679092 89.288570767268538 2817.8295695260167 44.394343242049217 201.36998151242733 3804.12941519171 5031.8860019370914 73.599094107747078 leaf_count=1215258 230 3090 711 2838 462 16428 1319 33732 228 394 73593 5455 1119 441 125 178 899 1637 611 1043 805 971 119 485 11470 190 841 15411 20544 313 internal_value=9.34286e-06 9.90312e-06 0.000235431 0.00296323 -0.00104844 6.87888e-05 -0.000476444 0.000465847 -0.00132457 -0.00635223 0.000990445 0.00374976 0.00687032 -0.00231088 0.0020754 -0.00816487 -0.0115088 0.00695498 0.00465953 0.00422655 -0.00184485 -0.00140254 0.00147771 0.001413 -0.00224601 -0.00281669 -0.000588798 -0.00140956 -0.000809355 0.00127579 internal_weight=325359 325346 41677.1 2399.48 1196.75 39277.6 24678.4 11690.2 12988.2 448.546 14599.2 1972.44 1302.04 670.405 383.246 287.158 240.877 1202.73 838.343 352.618 3560.18 3370.58 8130.04 8106.88 3139.56 340.616 296.222 12933.8 9129.67 4097.78 internal_count=1410940 1410710 195452 10063 4977 185389 101825 48901 52924 1887 83564 9971 6574 3397 1879 1518 1077 5086 3449 1754 14565 13760 34336 34217 12789 1425 1235 52696 37285 16741 is_linear=0 shrinkage=0.03 Tree=385 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 3 1 2 1 1 0 0 1 0 1 1 0 0 0 0 1 2 2 0 2 0 1 1 split_gain=3.08256 16.1196 24.5625 35.6969 31.1091 21.1531 50.742 32.7947 32.6493 25.8226 23.1927 43.1061 33.7002 82.8861 68.6713 26.1291 24.0944 23.0769 22.9714 32.7185 28.8022 37.1727 31.027 21.5458 21.0042 20.9053 20.6581 44.4202 20.9082 20.6305 threshold=50.500000000000007 3751.9816894531255 5947.2192382812509 72.500000000000014 -21.499999999999996 3673.077514648438 51.500000000000007 7.7119998931884775 2.5000000000000004 3118.6667480468755 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 -6.4999999999999991 1.0000000180025095e-35 59.500000000000007 56.500000000000007 63.500000000000007 67.500000000000014 1.0000000180025095e-35 3407.3515625000005 4611.3833007812509 70.500000000000014 3178.1462402343755 57.500000000000007 1.0000000180025095e-35 -5.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -4 9 8 10 -7 -2 11 12 -8 14 29 -16 -15 -9 19 -11 22 -22 -20 -24 -5 -23 27 -21 -28 -14 right_child=1 2 4 24 -6 6 7 17 -10 18 -12 -13 13 16 15 -17 -18 -19 20 26 21 25 23 -25 -26 -27 28 -29 -30 -31 leaf_value=-4.5740668075073418e-05 -8.9227537249712645e-05 0.0035005433397305376 0.026739283532773994 -0.0082057948571592296 0.00023503883169888332 0.0032574566890889085 -0.0066247051162513001 -0.0017958048274772792 -0.015540334985133922 -0.0025837663702166229 -0.011458251234205914 0.0031133432072432471 -0.006824029587411737 -0.020202551031155546 -0.0094618005000043064 0.0062120892758929427 -0.0040375129243934525 0.019304123058025875 0.0040775611303114643 0.017126202398690168 0.011896617882034157 -0.010316591278669318 -0.011236355620441186 -0.0012371525444841069 0.00030566527135620578 0.0032497882662013522 0.0040009392845378943 -0.011896691021298287 0.014937471064852713 0.01668101018097615 leaf_weight=241596.35347929725 40422.613881267607 5084.1276220828295 39.921611830592155 362.72742673754692 24429.629907037131 2095.3766254335642 2194.5617579072714 86.219793722033501 86.594338312745094 300.84867471456528 285.242595911026 968.87597192823887 36.738529056310654 86.067196071147919 221.71861904859543 168.44541110098362 2318.1011529713869 101.65035922825336 450.16994653642178 81.438448011875153 386.55574010312557 139.53577655553818 357.38047228753567 424.08471745252609 929.87639278173447 382.35015027970076 237.58372266590595 113.75916753709316 465.72213137149811 394.26942740380764 leaf_count=1055107 170341 20890 307 1518 102067 9351 11366 366 516 1236 1623 4930 175 386 1226 773 9996 503 1871 332 1575 575 1442 1707 3801 1617 989 461 1868 1628 internal_value=8.60474e-06 0.00016556 0.000710438 0.00236876 0.00027828 -0.000152727 -0.00147353 -0.00274069 0.00251144 0.00012023 -0.00308866 -0.00271498 -0.00375686 -0.00180554 0.00642332 -0.00269492 -0.00461621 0.00962067 0.00265564 0.00597933 0.000792968 0.00484536 -0.00219604 -0.00581 -0.0020828 -0.000377432 0.00884654 0.000211958 0.011243 0.0146775 internal_weight=325249 83652.2 30846.3 6376.73 24469.6 52805.9 9043.86 6861.89 2181.97 43762 6674.02 6388.78 5419.9 3225.34 821.172 390.164 2404.17 187.87 3339.43 1199.35 2140.08 908.442 1231.64 781.465 1292.6 521.886 898.503 195.198 703.306 431.008 internal_count=1410543 355436 128583 26209 102374 226853 42839 32972 9867 184014 32103 30480 25550 14184 3802 1999 10382 869 13673 4886 8787 3767 5020 3149 5319 2192 3650 793 2857 1803 is_linear=0 shrinkage=0.03 Tree=386 num_leaves=31 num_cat=0 split_feature=1 1 2 1 1 2 0 2 0 2 1 1 0 2 2 1 3 2 1 0 2 2 2 0 2 1 1 0 2 1 split_gain=3.07282 13.592 7.05632 6.49702 6.05048 4.14149 6.4861 6.83205 5.49674 5.0069 3.91907 3.51259 18.0915 9.9464 14.8681 17.8562 9.05816 12.243 21.7251 12.2508 11.8446 10.0381 9.18881 7.36684 5.23125 4.26754 4.2103 3.94801 7.56114 3.75849 threshold=56.500000000000007 58.500000000000007 27583.159179687504 90.500000000000014 61.500000000000007 4911.6706542968759 82.500000000000014 8931.5649414062518 72.500000000000014 3673.2597656250005 57.500000000000007 32.500000000000007 89.500000000000014 9587.6123046875018 6665.8681640625009 45.500000000000007 1.5979999899864199 2134.5515136718755 43.500000000000007 56.500000000000007 3178.1462402343755 3290.9838867187505 5808.2832031250009 50.500000000000007 200.29206085205081 40.500000000000007 44.500000000000007 68.500000000000014 3826.821655273438 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=11 10 4 -4 -3 9 7 8 -7 -6 -2 -1 13 14 16 -16 17 18 -13 23 26 -18 27 29 -20 -14 -21 28 -23 -19 right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12 12 25 -15 15 -17 21 19 24 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.750709139053054e-06 -0.0097267527189890644 0.0068808773612664825 0.012402856340112763 -0.012249341147293341 -0.0096127389608028722 -0.021952912614593839 0.0033609042955030891 -0.027712136130435921 0.0010101345029733997 0.015068942971756717 -0.032074924703210751 -0.019840411217110183 -0.02776575829856397 0.007989412118325068 0.00078706576524572138 -0.034072196818325927 0.026493790038156276 -0.0036415543928218601 -0.0057790279049462672 -0.0076548296841767683 0.0058146739510207754 -0.0090005382274355589 0.025489838789579732 0.013512836392377922 0.018079559164600224 -0.0080616830553262766 -0.029511212572373803 -0.008485444228167844 0.012235213198972425 0.0058300854326432828 leaf_weight=324125.83599730779 12.209040671586992 33.917290166020393 50.656400375068188 11.877558853477238 15.503140009939672 15.208349943161009 21.751724846661091 25.397369801998138 24.488584205508232 14.147303491830824 16.752721443772316 62.649716734886169 19.76556346565485 241.26623746752739 30.639566838741302 23.268374592065811 24.180531591176987 59.588390246033669 12.958323568105696 12.964225798845289 26.559626311063766 22.440386906266212 16.971725776791573 79.205252557992935 22.86561007797718 19.804695405066013 20.436670124530792 25.820404082536697 46.070737600326538 102.67474737763405 leaf_count=1405652 50 138 251 205 71 62 102 103 99 58 69 307 97 1001 126 97 105 249 59 52 107 91 70 323 94 100 82 106 190 427 internal_value=8.34503e-06 -0.00337154 -0.000749062 0.00772047 -0.00427024 -0.00751682 -0.0108219 -0.0155612 -0.00778727 0.00216379 -0.0226539 1.08608e-05 0.00191439 0.0028586 0.000757961 -0.0142593 0.00227005 -1.25278e-06 -0.00918502 0.00299899 -0.00913792 0.00897416 0.00516803 0.00601278 0.00944937 -0.017904 -0.0210279 0.00151182 0.00527958 0.00235179 internal_weight=325238 241.909 212.948 62.534 150.414 116.496 86.846 65.0943 39.6969 29.6504 28.9618 324996 870.131 830.561 589.294 53.9079 535.386 399.903 98.4737 301.429 59.9605 135.484 111.303 241.468 35.8239 39.5703 33.4009 94.3315 68.5111 162.263 internal_count=1410543 1208 1089 456 633 495 366 264 161 129 119 1409335 3683 3486 2485 223 2262 1700 460 1240 241 562 457 999 153 197 134 387 281 676 is_linear=0 shrinkage=0.03 Tree=387 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 2 2 2 0 2 2 0 0 2 0 2 0 1 3 2 1 1 0 0 1 0 3 0 1 1 split_gain=2.8989 15.1817 24.1661 66.6359 38.3547 27.7974 29.1528 25.4784 56.4683 38.2537 36.4453 39.7213 24.3467 20.2569 20.0815 19.9129 47.7762 30.9403 30.7985 24.3342 22.015 40.6 31.8155 78.0671 64.7807 24.6695 22.6477 28.5863 30.1483 25.9745 threshold=50.500000000000007 3751.9816894531255 62.500000000000007 4712.1987304687509 10798.300781250002 19411.564453125004 25796.883789062504 7836.1462402343759 77.500000000000014 56232.490234375007 3997.433227539063 65.500000000000014 69.500000000000014 4337.8815917968759 72.500000000000014 3673.077514648438 51.500000000000007 2.5000000000000004 7.7119998931884775 3118.6667480468755 5.5000000000000009 1.5000000000000002 53.500000000000007 55.500000000000007 1.0000000180025095e-35 54.500000000000007 2.9229999780654912 75.500000000000014 1.0000000180025095e-35 -5.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 15 3 -3 -5 -6 -7 8 10 -9 11 -4 -13 -10 -14 19 17 -17 20 -2 21 22 -18 24 -24 -26 29 -28 -29 -25 right_child=1 2 7 4 5 6 -8 9 13 -11 -12 12 14 -15 -16 16 18 -19 -20 -21 -22 -23 23 26 25 -27 27 28 -30 -31 leaf_value=-4.4604457656786683e-05 -8.7163671907921004e-05 0.0092873349781056602 -0.010825698747958664 -0.001404004059775186 0.0047558819982250373 -0.003718276963883542 0.0028371086813653535 -0.0015666420653402476 -0.012686412500940115 0.0018483992739222394 0.0038836025998998372 0.013690670020100206 -0.016906026247226296 -0.0023309408659128675 0.018669256829421371 0.0031610155377001931 -0.0064384495177233544 -0.015215083457616498 0.0092905180435847289 0.0025777787350158943 -0.011178456712493297 0.0030156493386878521 0.0142711861092644 -0.020936185433331131 -0.0092246326190112259 0.0060120020742875473 0.019660844022530318 -0.0095658616926805329 0.0074685218336493046 -0.0050715726131505051 leaf_weight=241596.08130426484 40422.337682060897 992.71396015584469 329.92658114433289 3408.0126922726631 2773.6389929950237 959.10440925508738 1680.0829413309693 10313.814523845911 200.98185734450817 4135.8256028033793 4739.3853799253702 132.01467904448509 55.443472102284431 1103.2364092469215 19.234721377491951 2094.4266432076693 2190.4284083247185 85.842985764145851 188.71791919320822 3338.472328260541 283.56594257056713 970.17976659536362 429.99482521414757 97.754853293299675 220.61757117509842 168.8192807585001 67.260050728917122 199.3761033564806 176.10170289874077 1863.1882974803448 leaf_count=1055107 170341 4130 1343 14069 11476 4000 7187 42492 840 18344 19314 536 225 4549 78 9351 11366 516 869 13673 1623 4930 1803 433 1226 773 283 811 825 8030 internal_value=8.0944e-06 0.000160315 0.000689122 0.00191839 0.00108908 0.00265877 0.000454823 0.000115485 0.00166287 -0.000589177 0.0030446 -0.00436538 0.00594669 -0.00392673 -0.00774297 -0.000148607 -0.00143074 0.0024375 -0.00266087 0.000116142 -0.00299915 -0.00263583 -0.00364865 -0.0017527 0.00624379 -0.00261961 -0.00447876 0.00164974 -0.00157662 -0.00586244 internal_weight=325237 83640.5 30843.4 9813.55 8820.84 5412.83 2639.19 21029.9 6580.22 14449.6 5276 536.619 206.693 1304.22 74.6782 52797.1 9036.27 2180.27 6856 43760.8 6667.29 6383.72 5413.54 3223.11 819.432 389.437 2403.68 442.738 375.478 1960.94 internal_count=1410543 355436 128583 40862 36732 22663 11187 87721 26885 60836 21496 2182 839 5389 303 226853 42839 9867 32972 184014 32103 30480 25550 14184 3802 1999 10382 1919 1636 8463 is_linear=0 shrinkage=0.03 Tree=388 num_leaves=31 num_cat=0 split_feature=1 1 2 1 1 2 0 2 0 2 1 1 0 3 2 0 2 2 3 2 0 0 2 1 0 2 1 0 1 2 split_gain=2.93837 12.8054 6.65599 6.15693 5.67061 3.87982 6.15054 6.34601 5.18412 4.70488 3.67374 3.32765 23.348 24.7464 14.3379 11.5565 9.01178 11.7577 8.15823 8.03466 10.271 7.92628 7.23982 17.4324 16.1214 8.73388 11.8759 7.75737 6.99356 6.33729 threshold=56.500000000000007 58.500000000000007 27583.159179687504 90.500000000000014 61.500000000000007 4911.6706542968759 82.500000000000014 8931.5649414062518 72.500000000000014 3673.2597656250005 57.500000000000007 24.500000000000004 73.500000000000014 1.469500005245209 1494.5967407226565 48.500000000000007 2661.5908203125005 997.99557495117199 2.3904999494552617 39114.154296875007 94.500000000000014 89.500000000000014 3346.970825195313 32.500000000000007 56.500000000000007 9801.5458984375018 44.500000000000007 47.500000000000007 46.500000000000007 2321.0456542968755 decision_type=2 2 2 2 2 2 2 2 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 10 4 -4 -3 9 7 8 -7 -6 -2 -1 13 14 15 -13 17 -15 -18 21 -21 28 24 -24 29 26 27 -25 -14 -16 right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12 12 19 16 22 -17 18 -19 -20 20 -22 -23 23 25 -26 -27 -28 -29 -30 -31 leaf_value=3.4900045599320752e-06 -0.0094822890471219137 0.0066366858326174522 0.012059925794933788 -0.012015820884962202 -0.0093475978590356872 -0.021360542064995384 0.0033065526930418552 -0.026824422888400614 0.00092486385775142365 0.01460353986533462 -0.031107384835514899 -0.018218753848819422 -0.0056290084422508692 0.0094212832187056863 -0.00053726193003351345 0.0034278993594709394 0.00685390857909192 -0.011943308246502495 0.016294046362671104 0.0074889837126249168 -0.018673653436124621 -0.02553998712596459 -0.012254477533112139 -0.0077143910160137408 -0.012037407333208067 0.0077443643381396587 -0.023235574782498093 0.016097097691025963 -0.027527060299578153 0.0091301390566540901 leaf_weight=323350.34782845632 12.21507912874222 33.889331072568893 50.471690997481346 11.793570975773035 15.475493185222151 15.243702888488768 21.762699782848358 25.406051814556122 24.483602285385132 14.112885311245916 16.786533482372761 69.675646133720875 116.85037635266781 45.206533074378967 85.601535007357597 32.573553919792175 454.5379708558321 47.587513074278831 100.63248474895954 53.571026310324669 18.057064555585384 28.494636446237564 108.60749162733555 27.874235704541206 50.097771555185318 120.07111106812954 23.034060835838318 22.057618632912636 14.786960378289221 212.586365416646 leaf_count=1402254 50 138 251 205 71 62 102 103 99 58 69 406 501 238 346 157 1874 206 416 235 77 158 533 121 201 491 99 100 60 862 internal_value=7.85091e-06 -0.0032991 -0.000748617 0.00749977 -0.00416403 -0.00730633 -0.0105012 -0.0151147 -0.00762623 0.00207647 -0.0219992 1.03098e-05 0.0013616 0.00282153 -0.000880204 -0.0113228 0.00711864 -0.00153511 0.00856507 -0.00745834 0.000893521 -0.0111942 0.000762656 -0.00263964 0.00370933 0.00276991 -0.00541594 0.00280444 -0.00808884 0.00635489 internal_weight=325224 241.641 212.639 62.2653 150.374 116.484 86.8961 65.1334 39.7273 29.5884 29.0016 324982 1631.9 1400.14 752.179 102.249 647.965 92.794 555.17 231.76 71.6281 160.132 649.93 301.645 348.286 193.037 72.9659 49.9319 131.637 298.188 internal_count=1410543 1208 1089 456 633 495 366 264 161 129 119 1409335 7081 6050 3316 563 2734 444 2290 1031 312 719 2753 1344 1409 811 320 221 561 1208 is_linear=0 shrinkage=0.03 Tree=389 num_leaves=31 num_cat=0 split_feature=1 1 2 1 1 2 0 2 0 2 1 1 0 2 2 0 2 3 2 1 0 1 0 0 2 0 1 2 2 0 split_gain=2.76719 12.0275 6.2783 5.81832 5.33603 3.64414 5.78449 5.97854 4.86124 4.43607 3.4457 3.16217 13.046 7.23568 12.7739 9.44008 10.2746 9.07415 6.59056 17.9391 11.0146 12.2535 6.64998 6.11471 9.49909 6.10972 5.65611 4.49903 4.05603 11.3172 threshold=56.500000000000007 58.500000000000007 27583.159179687504 90.500000000000014 61.500000000000007 4911.6706542968759 82.500000000000014 8931.5649414062518 72.500000000000014 3673.2597656250005 57.500000000000007 34.500000000000007 89.500000000000014 10057.160644531252 7475.0764160156259 49.500000000000007 8931.5649414062518 1.532000005245209 2134.5515136718755 43.500000000000007 56.500000000000007 42.500000000000007 57.500000000000007 73.500000000000014 5681.6511230468759 50.500000000000007 37.500000000000007 200.29206085205081 2704.067260742188 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=11 10 4 -4 -3 9 7 8 -7 -6 -2 -1 13 14 17 -16 -17 18 19 -13 25 -22 -23 24 -19 26 -20 -21 29 -28 right_child=1 2 3 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 15 16 -18 23 20 27 21 22 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=5.524525125648107e-06 -0.0091916498658277789 0.0064417163815901511 0.01173727768265086 -0.011750401773193531 -0.0090835569290699629 -0.020666379057818381 0.0032042737112941053 -0.026020941131267579 0.00089714787756064117 0.014196116364647944 -0.030123527601140076 -0.019300117379155338 -0.015914917714881079 0.0078723040636420882 -0.034393961049669269 -0.018948811928524881 0.013969657026649079 0.0089034550189488974 -0.009382765208319847 -0.0049343037285684678 0.014939443870743323 -0.036648695606536386 -0.0099828096241055229 -0.0059998273541350001 0.036151013118022636 0.012154475365225553 0.029933477777997326 0.017603579296012837 -0.00062479559735700656 -0.00028961429721763142 leaf_weight=324238.34478232346 12.223153665661814 33.867925226688385 50.305894441902637 11.699608889408408 15.447998255491258 15.282442599534987 21.783312506973743 25.404826983809471 24.482800796627998 14.082843527197836 16.814300790429115 47.674264840781689 34.986276425421238 189.21918219327927 13.977154448628424 20.4954464584589 14.621336877346037 92.931947574019432 32.416478171944618 12.710699677467344 13.130372688174246 12.457393199205397 25.950251191854477 19.497037515044212 13.143779531121252 76.534481853246689 18.249997496604919 21.37917560338974 53.362954422831535 28.664956107735634 leaf_count=1406196 50 138 251 205 71 62 102 103 99 58 69 233 177 789 60 84 59 382 135 58 53 50 104 81 55 313 74 88 227 117 internal_value=7.6144e-06 -0.0032032 -0.000726982 0.00730547 -0.00403958 -0.00708703 -0.0101793 -0.0146528 -0.00739007 0.00201819 -0.0213124 9.9994e-06 0.001967 0.00285262 0.00101615 -0.0135422 -0.00524277 0.00254301 1.39927e-05 -0.00741752 0.00234416 -0.0100788 -0.0186318 0.00944152 0.0122797 0.00540424 0.00151089 0.00920014 0.00503245 0.0114672 internal_weight=325221 241.395 212.358 62.0055 150.352 116.484 86.9534 65.1701 39.7652 29.5308 29.0375 324980 741.403 706.417 517.198 49.0939 35.1168 468.104 342.531 81.7641 260.767 51.538 38.4076 125.573 106.076 209.229 132.694 34.0899 100.278 46.915 internal_count=1410543 1208 1089 456 633 495 366 264 161 129 119 1409335 3139 2962 2173 203 143 1970 1452 379 1073 207 154 518 437 866 553 146 418 191 is_linear=0 shrinkage=0.03 Tree=390 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 1 2 0 2 0 0 2 0 2 2 2 0 2 2 0 0 1 0 1 1 1 2 2 split_gain=5.10776 25.4236 26.4606 37.0134 27.1471 38.9525 25.3239 19.6593 18.6224 15.6386 55.7856 29.081 14.4769 20.9435 12.6456 11.4503 12.9194 10.0606 9.86112 9.79907 20.7993 24.968 9.33231 11.8214 10.8907 9.07109 8.8612 8.49502 8.44629 22.004 threshold=86.500000000000014 1116.587829589844 52483.353515625007 10537.723632812502 90.500000000000014 75237.886718750015 71819.058593750015 -2.4999999999999996 1607.8663330078127 91.500000000000014 65050.789062500007 93.500000000000014 92.500000000000014 89063.015625000015 91.500000000000014 1748.5217285156252 1806.0396118164065 83842.167968750015 97.500000000000014 1266.0092773437502 1384.018249511719 88.500000000000014 88.500000000000014 2.5000000000000004 92.500000000000014 -1.4999999999999998 2.5000000000000004 73.500000000000014 35052.082031250007 45446.361328125007 decision_type=2 2 2 2 2 2 2 2 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 22 3 8 6 9 -4 -5 19 10 -6 -11 13 -7 -15 -10 -17 -14 28 -3 -21 -22 25 24 -24 -2 -8 -1 -9 -30 right_child=1 2 4 7 5 12 26 18 15 11 -12 -13 17 14 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-6.7722845468397095e-06 0.019546638008670299 0.0011400631471012016 0.019344439333992037 0.0096173277856783264 -0.031139203108340913 0.027556132238637301 0.0034421053183376726 -0.0044905209969229361 0.023805000764521897 -0.038621734893974378 0.034156395635491658 -0.0031652459072748634 -0.018296851332221566 -0.0021740385762396312 0.010793609067369423 -0.022706352376665476 0.0040481008426317107 0.00074518866288391392 0.020639831853305195 -0.021843363350027765 0.040972357478455783 -0.0052816846034846252 0.01419922001608424 0.039058584563694591 -0.0065552511685406213 0.0020292379309519871 0.014359092340307867 -0.014362664404091386 -0.017708031725849761 0.00038237189838974866 leaf_weight=319762.30516161397 30.259992614388466 210.58622241020203 137.61907523870468 84.402574837207794 25.707171946763992 41.560630440711975 478.0352438390255 1299.8248149529099 25.937802881002426 46.553176984190941 21.730137631297112 37.661589687690139 25.770634209737182 127.8877540230751 143.75923112034798 16.503193289041519 1034.3035241253674 805.06425086501986 13.133096814155577 66.526544108986855 11.479700088500975 123.49291467666626 139.84034731984138 14.502806276082991 27.177290752530098 220.26302053034306 77.807508483529091 37.101965323090553 151.6278994306922 100.70182056725025 leaf_count=1386364 136 927 600 367 107 181 2188 5446 113 191 94 176 122 584 652 73 4576 3750 71 314 50 540 621 65 120 961 337 162 641 428 internal_value=7.20713e-06 0.000910365 0.000319282 -0.00139108 0.00304532 0.000448267 0.00782286 -0.00448607 0.00203832 -0.0150051 -0.00122852 -0.0227653 0.00222658 0.00772299 0.00468861 0.00411396 0.00362792 0.000154547 -0.00524654 -0.00338518 -0.00811449 -0.00134768 0.00789822 0.013078 0.010822 0.00414512 0.00497028 -8.4378e-06 -0.00546557 -0.0104884 internal_weight=325339 5539.72 5107.68 3138.52 1969.16 1275.69 693.462 1649.69 1488.83 131.652 47.4373 84.2148 1144.04 313.208 271.647 1076.74 1050.81 830.835 1565.29 412.085 201.499 134.973 432.043 181.52 167.018 250.523 555.843 319799 1552.15 252.33 internal_count=1410957 24431 22528 13546 8982 5857 3125 6953 6593 568 201 367 5289 1417 1236 4762 4649 3872 6586 1831 904 590 1903 806 741 1097 2525 1386526 6515 1069 is_linear=0 shrinkage=0.03 Tree=391 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 1 2 0 2 0 0 2 0 2 2 2 0 2 2 0 0 1 0 1 1 2 0 1 split_gain=4.80972 23.9262 24.9258 34.8417 25.6177 36.6325 24.0245 18.5209 17.5218 14.6541 52.6194 27.1651 13.6632 19.9215 11.9484 10.7322 12.1887 9.47903 9.26344 9.25175 19.758 23.5485 8.76822 10.8647 10.2601 8.61207 8.38686 8.21395 8.13174 8.00194 threshold=86.500000000000014 1116.587829589844 52483.353515625007 10537.723632812502 90.500000000000014 75237.886718750015 71819.058593750015 -2.4999999999999996 1607.8663330078127 91.500000000000014 65050.789062500007 93.500000000000014 92.500000000000014 89063.015625000015 91.500000000000014 1748.5217285156252 1806.0396118164065 83842.167968750015 97.500000000000014 1266.0092773437502 1384.018249511719 88.500000000000014 88.500000000000014 2.5000000000000004 92.500000000000014 -1.4999999999999998 2.5000000000000004 99992.636718750015 93.500000000000014 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=29 22 3 8 6 9 -4 -5 19 10 -6 -11 13 -7 -15 -10 -17 28 -9 -3 -21 -22 25 24 -24 -2 -8 -16 -14 -1 right_child=1 2 4 7 5 12 26 18 15 11 -12 -13 17 14 27 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-6.5691425673274082e-06 0.019084860986804088 0.0011057572187776078 0.018858965465562417 0.0093544908122118915 -0.030071396008952749 0.026931383249484738 0.0033426216926275955 -0.0053039785414879925 0.023025401779208629 -0.037320791572981793 0.033436561939888143 -0.0030728925458663064 -0.034344266256766773 -0.0021073442685602055 0.032278737872070862 -0.022109915674043169 0.0039252279783621481 0.00072291542725360747 0.01996144392255934 -0.021330636168755045 0.039848855926218889 -0.005125882446010835 0.013787652218269589 0.037428566441760187 -0.0063584454954167067 0.0019680739802841098 0.013981330017585274 0.0081357440664401957 -0.00061175924584491227 -0.013947187756800566 leaf_weight=319762.34722961474 30.065377220511436 210.60592798888683 136.93729895353317 84.174357339739799 25.819633394479752 41.253683909773827 477.50293998420238 1551.4777684919536 26.010390073060989 46.72787381708622 21.53497788310051 37.630156960338354 13.092473894357683 127.97577765583992 14.063011571764944 16.440882638096809 1034.6745536103845 804.97362277004868 13.171441949903963 66.088589608669281 11.449702635407446 123.43006909638643 139.69639749825001 14.677616685628889 27.17791473865509 220.29463388025761 77.516960695385933 129.21643051505089 12.642373440787194 37.061606273055077 leaf_count=1386364 136 927 600 367 107 181 2188 6515 113 191 94 176 54 584 62 73 4576 3750 71 314 50 540 621 65 120 961 337 590 68 162 internal_value=6.99232e-06 0.000883677 0.000309994 -0.00134986 0.00295774 0.000435435 0.00760509 -0.00435382 0.0019772 -0.0145463 -0.00119052 -0.0220436 0.00216151 0.00750871 0.00455482 0.00398907 0.003518 0.000149923 -0.00509129 -0.00328802 -0.0078925 -0.00130806 0.00766357 0.0126831 0.0105066 0.0040236 0.00482848 0.0105054 -0.017773 -8.18472e-06 internal_weight=325336 5536.32 5104.41 3137.52 1966.89 1274.93 691.957 1648.82 1488.7 131.713 47.3546 84.358 1143.22 312.509 271.255 1077.13 1051.12 830.708 1564.65 411.574 200.968 134.88 431.912 181.552 166.874 250.36 555.02 143.279 25.7348 319799 internal_count=1410957 24431 22528 13546 8982 5857 3125 6953 6593 568 201 367 5289 1417 1236 4762 4649 3872 6586 1831 904 590 1903 806 741 1097 2525 652 122 1386526 is_linear=0 shrinkage=0.03 Tree=392 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 1 2 2 0 0 2 2 0 0 0 0 2 2 2 2 2 2 0 1 2 2 0 0 split_gain=4.52919 22.5184 23.5424 34.6707 24.2469 24.7699 20.7229 20.2908 18.7645 16.4867 15.0172 13.638 16.9109 13.2385 37.5775 11.3691 10.8386 17.0157 15.1352 10.7848 13.1675 10.0633 11.5001 9.57474 9.24772 8.89662 8.73522 18.7686 22.2203 8.24055 threshold=86.500000000000014 1116.587829589844 47442.083984375007 10537.723632812502 89.500000000000014 65050.789062500007 65050.789062500007 -2.4999999999999996 35052.082031250007 1607.8663330078127 94.500000000000014 92.500000000000014 83842.167968750015 52483.353515625007 88.500000000000014 93.500000000000014 92.500000000000014 90.500000000000014 56232.490234375007 31594.402343750004 30543.693359375004 1748.5217285156252 1806.0396118164065 61458.453125000007 95.500000000000014 10.500000000000002 1266.0092773437502 1384.018249511719 88.500000000000014 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=-1 29 3 9 6 16 13 -5 19 26 -10 -7 15 14 -4 -13 17 18 -6 20 25 -11 -23 -19 -18 -9 -3 -28 -29 -2 right_child=1 2 4 7 5 11 -8 8 10 21 -12 12 -14 -15 -16 -17 24 23 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-7.9391926295879192e-06 0.0039056614992906869 0.0010724855594361044 0.02784061064052698 0.010070806447077503 -0.021359149712164859 0.0059226758477306041 0.0052453396812472686 -0.0035042102039862994 -0.020896557208635529 0.022278211311937045 -0.0030405392457801077 -0.032794040358060758 0.00070130574173154657 0.027458611304283984 -0.032725289702965316 -0.0025131443073273156 0.023688553871377915 -0.019686149865716939 0.016476673805389402 0.0089821427648711233 -0.026441049191025787 -0.021531111371508319 0.0038061492836694482 -0.047687488364961887 -0.007336776602597875 -0.014208477209094473 -0.020830229888313154 0.038777433817382745 -0.0049746525713584974 0.012301541015380236 leaf_weight=319799.40693612525 250.1966852620244 210.6249460875988 25.43746080994606 81.865163370966911 19.600146621465683 506.62423621118069 438.90084004402161 1154.3025881387293 114.689069673419 26.075252383947372 67.243764035403728 23.241567313671112 804.88554239086807 71.505061239004135 14.460896551609038 21.465551344677806 11.227861620485781 30.073543414473534 18.493485793471336 55.049358975142241 24.326930344104767 16.377337530255318 1035.0283350795507 17.319901674985886 37.610166076570749 74.383212581276894 65.65262559056282 11.413615748286245 123.36784858256578 181.56255842745304 leaf_count=1386526 1097 927 108 357 80 2295 1994 4789 471 113 301 95 3750 315 60 111 47 123 80 238 102 73 4576 72 180 367 314 50 540 806 internal_value=6.78426e-06 0.000857778 0.000300987 -0.00136329 0.00279669 0.000809799 0.00817833 -0.00447061 -0.00526956 0.00191797 -0.0142968 0.0020269 -0.000296213 0.0197336 0.0058889 -0.0182551 -0.0114787 -0.0179197 -0.00299082 -0.004014 -0.00458497 0.00386806 0.00341148 -0.0299192 -0.000204054 -0.00415223 -0.00319367 -0.00767674 -0.00126962 0.00743628 internal_weight=325332 5533.01 5101.25 3060.4 2040.85 1490.54 550.304 1571.86 1489.99 1488.54 181.933 1356.22 849.593 111.403 39.8984 44.7071 134.325 85.4871 38.0936 1308.06 1253.01 1077.48 1051.41 47.3934 48.838 1228.69 411.059 200.434 134.781 431.759 internal_count=1410957 24431 22528 13218 9310 6833 2477 6625 6268 6593 772 6251 3956 483 168 206 582 355 160 5496 5258 4762 4649 195 227 5156 1831 904 590 1903 is_linear=0 shrinkage=0.03 Tree=393 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 1 2 2 0 0 2 2 0 0 0 0 2 2 2 2 2 2 0 1 2 2 0 2 split_gain=4.2648 21.1892 22.1756 32.6394 22.895 23.2993 19.6915 19.119 17.6528 15.513 14.117 12.8622 15.8965 12.6299 35.4157 10.6487 10.1686 15.9033 14.2486 10.1489 12.4362 9.4398 10.8512 8.86159 8.6856 8.44933 8.24769 17.8285 20.9762 7.95011 threshold=86.500000000000014 1116.587829589844 47442.083984375007 10537.723632812502 89.500000000000014 65050.789062500007 65050.789062500007 -2.4999999999999996 35052.082031250007 1607.8663330078127 94.500000000000014 92.500000000000014 83842.167968750015 52483.353515625007 88.500000000000014 93.500000000000014 92.500000000000014 90.500000000000014 56232.490234375007 31594.402343750004 30543.693359375004 1748.5217285156252 1806.0396118164065 61458.453125000007 95.500000000000014 10.500000000000002 1266.0092773437502 1384.018249511719 88.500000000000014 83842.167968750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 9 6 16 13 -5 19 26 -10 -7 15 14 -4 -13 17 18 -6 20 25 -11 -23 -19 -18 -9 -3 -28 -29 -8 right_child=1 2 4 7 5 11 29 8 10 21 -12 12 -14 -15 -16 -17 24 23 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-7.7010193980272227e-06 0.0072144340478492207 0.001040219298777588 0.027166335235875718 0.0097974356200521782 -0.02068886342457316 0.005755603917206302 -0.0025182257600005883 -0.003399822588386078 -0.020267249030839405 0.021561407912192264 -0.0029513512932662377 -0.031733925813857956 0.00068034018739469891 0.026841076010069933 -0.03162558262821237 -0.0024394679829498251 0.02290818214199707 -0.019072090776217781 0.016047096361506859 0.0087073628206592348 -0.025720719233205378 -0.020969097430834867 0.0036907431013696122 -0.045948304805737014 -0.0071323287093935936 -0.013858147359772595 -0.020341658264770138 0.037753669613759658 -0.0048278583801022248 0.0072409968239407303 leaf_weight=319799.455916662 431.6870438605547 210.64330387115479 25.289021641016006 81.628543853759766 19.627668425440788 505.70464888215065 96.281399682164192 1154.0555717460811 114.70244687795639 26.132946506142616 67.19825404137373 23.296561285853386 804.79995085764676 70.963931292295456 14.513986662030218 21.450665233656764 11.261501826345919 30.10998073220253 18.420021280646324 55.082446299493313 24.259007170796394 16.312782168388367 1035.3657493330538 17.434382438659668 37.528864558786154 73.981853902339935 65.219247341156006 11.372048601508139 123.30630646646023 341.89133749902248 leaf_count=1386526 1903 927 108 357 80 2295 424 4789 471 113 301 95 3750 315 60 111 47 123 80 238 102 73 4576 72 180 367 314 50 540 1570 internal_value=6.58181e-06 0.000832628 0.000292214 -0.00132297 0.00271609 0.000786125 0.00795337 -0.00433918 -0.00511402 0.00186054 -0.0138704 0.00196757 -0.000287308 0.0192543 0.00572813 -0.0176909 -0.0111288 -0.0173594 -0.00290389 -0.00389571 -0.00445006 0.00375081 0.00330824 -0.0289275 -0.000198557 -0.00402987 -0.00310206 -0.00746701 -0.00123233 0.00509656 internal_weight=325329 5529.52 5097.83 3059.26 2038.57 1489.63 548.94 1570.91 1489.28 1488.35 181.901 1355.25 849.547 110.767 39.803 44.7472 134.382 85.5921 38.0477 1307.38 1252.3 1077.81 1051.68 47.5444 48.7904 1228.04 410.541 199.898 134.678 438.173 internal_count=1410957 24431 22528 13218 9310 6833 2477 6625 6268 6593 772 6251 3956 483 168 206 582 355 160 5496 5258 4762 4649 195 227 5156 1831 904 590 1994 is_linear=0 shrinkage=0.03 Tree=394 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 1 2 2 0 0 2 2 0 0 2 2 0 0 2 2 2 2 0 1 2 2 0 0 split_gain=4.01588 19.9358 20.8888 30.7276 21.6211 21.9208 18.7176 18.0148 16.6107 14.5971 13.2763 12.1299 14.9473 12.0484 33.392 9.98367 9.55065 11.7493 9.54594 14.878 13.4162 8.85812 10.2394 8.22709 8.15981 8.02352 7.78744 16.9349 19.8096 7.77079 threshold=86.500000000000014 1116.587829589844 47442.083984375007 10537.723632812502 89.500000000000014 65050.789062500007 65050.789062500007 -2.4999999999999996 35052.082031250007 1607.8663330078127 94.500000000000014 92.500000000000014 83842.167968750015 52483.353515625007 88.500000000000014 93.500000000000014 31594.402343750004 30543.693359375004 92.500000000000014 90.500000000000014 56232.490234375007 1748.5217285156252 1806.0396118164065 61458.453125000007 95.500000000000014 10.500000000000002 1266.0092773437502 1384.018249511719 88.500000000000014 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=-1 29 3 9 6 18 13 -5 16 26 -10 -7 15 14 -4 -13 17 25 19 20 -6 -11 -23 -21 -20 -9 -3 -28 -29 -2 right_child=1 2 4 7 5 11 -8 8 10 21 -12 12 -14 -15 -16 -17 -18 -19 24 23 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-7.4699839447133905e-06 0.0035712978650317586 0.0010089266347742924 0.026513790067965053 0.0095311558227036252 -0.02004473105552226 0.0055930361006915948 0.004952303829950773 -0.0032985414584539938 -0.019660823545562246 0.020873151865368242 -0.0028647324773230193 -0.030725693301838483 0.0006599991589392812 0.026241435290617652 -0.030581350369417355 -0.0023679077576511556 0.0084414245044456011 -0.025025692615836138 0.022161323347347127 -0.018481176997900202 0.015628930835718605 -0.020423107508500005 0.0035788909784509491 -0.044328913733086936 -0.0069332938500381936 -0.013515672475202875 -0.019864463480549328 0.036773650417968221 -0.0046853687374178096 0.011725958312306025 leaf_weight=319799.50316633843 250.24753440916538 210.66101798415184 25.136406123638153 81.395385757088661 19.650286883115768 504.80531437695026 437.42703069746494 1153.8097831644118 114.6932470202446 26.183993503451347 67.153865821659565 23.338504627346992 804.71676262840629 70.416312903165817 14.558585435152052 21.436181919649243 55.112755663692951 24.185868978500366 11.291325479745863 30.140052422881126 18.346606060862541 16.247420817613602 1035.6876211576164 17.527650028467178 37.449252102524042 73.586858756840229 64.788991510868073 11.325561612844465 123.24549517780542 181.4129500836134 leaf_count=1386526 1097 927 108 357 80 2295 1994 4789 471 113 301 95 3750 315 60 111 238 102 47 123 80 73 4576 72 180 367 314 50 540 806 internal_value=6.38539e-06 0.000808224 0.000283704 -0.00128386 0.00263791 0.00076314 0.00773523 -0.00421167 -0.00496314 0.00180488 -0.0134582 0.00190996 -0.000278682 0.0187907 0.0055735 -0.0171492 -0.00378091 -0.00431912 -0.0107925 -0.0168232 -0.00281989 0.0036372 0.00320817 -0.0279855 -0.000193185 -0.0039111 -0.00301308 -0.00726307 -0.00119616 0.00699844 internal_weight=325325 5525.98 5094.32 3058.08 2036.24 1488.7 547.538 1569.94 1488.54 1488.14 181.847 1354.3 849.491 110.111 39.695 44.7747 1306.7 1251.58 134.405 85.6646 37.9969 1078.12 1051.94 47.6677 48.7406 1227.4 410.021 199.36 134.571 431.66 internal_count=1410957 24431 22528 13218 9310 6833 2477 6625 6268 6593 772 6251 3956 483 168 206 5496 5258 582 355 160 4762 4649 195 227 5156 1831 904 590 1903 is_linear=0 shrinkage=0.03 Tree=395 num_leaves=31 num_cat=0 split_feature=1 2 0 1 2 2 0 3 0 1 0 2 0 1 0 1 2 0 0 2 1 0 1 0 2 0 2 2 3 2 split_gain=3.53208 6.75466 4.51393 7.40035 6.3342 3.79738 22.821 15.5074 19.0457 15.3593 14.995 15.1151 42.2327 25.6889 21.149 15.0754 14.9292 11.8047 11.5712 11.0282 10.4948 9.19656 9.02689 8.89612 11.4205 30.2217 20.5426 18.2218 15.6567 18.0331 threshold=-49.499999999999993 71819.058593750015 10.500000000000002 -61.499999999999993 8007.5161132812509 89063.015625000015 1.5000000000000002 1.4100000262260439 21.500000000000004 1.0000000180025095e-35 7.5000000000000009 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 94085.273437500015 44.500000000000007 49.500000000000007 94085.273437500015 -7.4999999999999991 5.5000000000000009 -1.4999999999999998 83.500000000000014 42314.533203125007 91.500000000000014 22629.428710937504 50102.638671875007 7.7119998931884775 12667.155273437502 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 23 9 17 10 16 11 12 13 19 -13 -16 -7 -8 -19 -9 -10 -17 -22 -2 26 -26 28 -27 -25 -30 right_child=5 -3 4 -5 -6 6 7 8 20 -11 -12 14 -14 -15 15 21 -18 18 -20 -21 22 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=-0.025494710460663889 5.7561288339961689e-05 0.024388000701783381 -0.0093457368318242279 0.0083032852407023267 0.021196612916431306 -0.03761823171706169 -0.019009918766224779 -0.0057926174353877197 0.013886929364667332 -0.0026380011106939055 -0.0020498389488591614 0.0025930231172554968 0.0086189481495315152 -0.010062759190620019 -0.00090430446092208423 0.023583272229181829 0.014418985391024116 0.0065239319283801455 -0.0094150606642085972 0.012846376418353548 -0.002767282367216847 0.0046030630271071101 0.0017669968924543577 -0.0022434703965377957 0.004806809132649385 0.0084852145801062907 -0.0066545528046095303 -0.01358195899288969 0.0031671367164869601 -0.0032035591465618984 leaf_weight=11.252548301592471 298862.93207316182 15.355983117129652 9.5895428285002726 12.10064003895968 16.848464958369732 5.1005798596888772 64.418090328574181 48.000093296170235 60.044091172516346 80.83128060400486 6094.4045720696449 2456.6570153459907 189.57837691158056 562.90497246384621 5992.6566357985139 33.018928870558739 182.53576988261193 61.553688794374466 122.71369370818138 70.576098240911961 446.15756216645241 75.535252869129181 3456.4730152748525 3073.5785706192255 731.74445855617523 43.57415460050106 634.69883948192 148.28182543814182 1313.3510830104351 574.94794780015945 leaf_count=144 1284169 640 87 151 181 65 284 233 269 426 24909 13398 823 2424 25481 133 11049 263 516 397 2141 306 14984 13101 3162 191 2707 659 5799 2430 internal_value=8.81396e-06 0.00699348 0.00162888 -0.00798201 0.0101184 7.41553e-06 -0.000393024 -0.000511211 -0.000416208 0.00829475 -0.000890079 -0.000140466 -0.00390537 -0.00738946 0.000242744 -0.000703598 0.0130044 -0.0079553 -0.00409071 0.00530124 0.00144013 0.0103763 0.00124863 3.36451e-05 -0.00106259 0.00202808 -0.00157265 -0.00857008 -0.000922594 0.00122739 internal_weight=325451 65.1472 49.7912 23.3532 26.438 325386 20003.2 19734.7 19486 268.468 15523.3 9428.93 871.06 681.481 8557.87 6101.21 187.636 248.685 184.267 118.576 3962.67 108.554 3902.63 305383 6520.18 923.6 5596.58 191.856 4961.88 1888.3 internal_count=1411522 1203 563 295 268 1410319 98101 86561 85498 11540 68104 43195 3877 3054 39318 25920 11114 1063 779 630 17394 439 17125 1312218 28049 4012 24037 850 21330 8229 is_linear=0 shrinkage=0.03 Tree=396 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 2 0 0 3 2 0 3 3 1 0 0 2 0 1 1 0 0 3 3 2 2 3 2 2 0 split_gain=3.46593 28.2917 47.0783 44.3473 87.7505 43.6658 60.4911 70.2799 37.489 31.5318 62.2061 30.2849 49.3794 36.2281 27.4479 27.3728 30.1038 26.6122 23.9933 23.9255 23.5208 19.7254 19.2233 18.7048 35.2468 122.995 89.9964 63.0066 52.4568 45.6133 threshold=2902.4506835937505 3673.077514648438 1.1054999828338625 1.3535000085830691 3232.175903320313 3178.1462402343755 57.500000000000007 62.500000000000007 1.532000005245209 3290.9838867187505 59.500000000000007 1.7404999732971194 2.0774999856948857 -3.4999999999999996 64.500000000000014 52.500000000000007 3008.5642089843755 35.500000000000007 -2.4999999999999996 1.0000000180025095e-35 73.500000000000014 64.500000000000014 1.4100000262260439 1.9854999780654909 4712.1987304687509 10537.723632812502 1.532000005245209 8173.5148925781259 3751.9816894531255 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 -2 4 15 6 17 -8 9 10 22 13 21 -10 -9 -4 19 -5 -11 -17 -16 -13 -7 24 28 26 27 -26 29 -3 right_child=1 23 3 5 -6 8 7 14 11 18 -12 12 -14 -15 20 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00010364196621114956 -0.0091634886127845098 0.00067588797211302833 0.0043125732508350074 -0.0025728910778830966 -0.0071327531620161682 0.011228068368647577 -0.012470498664577622 0.013813492760000561 0.012631057448896033 -0.0049892923514340869 -0.022325766619556077 0.0051946653673182212 -0.00013614700423167708 -0.0032788451658121004 -0.010866826417593274 0.014510437929028156 0.016472327679378059 0.0035325990922273694 0.0089731309475752537 0.00041757717878262085 0.0054606919530467354 0.014268690621811825 -0.00050768019880272736 0.00019367253014388879 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-0.00713063 0.00218046 0.00555328 -8.68102e-05 0.000931167 0.00245102 -0.00213803 0.00234536 0.00832468 0.0116869 0.000891289 0.00787811 0.00598883 -0.00243583 0.00684665 0.00389827 -1.42618e-05 -0.000489716 -0.00116336 -0.00366308 -0.00215158 0.000419174 -0.000502268 internal_weight=325440 184756 14477.1 14104.8 2229.85 11875 3867.62 1250.02 8007.35 2164.28 631.719 5843.07 3907.89 1935.18 450.528 1826.27 993.607 2617.6 1532.56 453.555 317.965 1447.9 535.721 170279 51810.6 29756.1 11104.3 8455.83 22054.5 15791.2 internal_count=1411522 810777 60509 58947 9176 49771 16195 5116 33576 8910 2606 24666 16661 8005 1860 7523 4070 11079 6304 1858 1320 6018 2216 750268 224056 124084 47154 36287 99972 73710 is_linear=0 shrinkage=0.03 Tree=397 num_leaves=31 num_cat=0 split_feature=2 0 1 3 0 0 2 0 1 0 1 2 0 2 1 1 1 0 0 2 0 2 2 3 2 2 2 2 2 0 split_gain=3.38991 22.4197 15.0457 14.6871 17.6402 15.5356 14.353 39.7919 24.5258 19.9871 14.1225 14.0317 11.3467 10.2526 10.0422 9.13898 10.4425 8.81923 8.44986 10.7398 28.4565 19.3484 17.1571 14.7506 16.9892 20.419 16.4731 15.6157 14.7655 14.4157 threshold=89063.015625000015 1.5000000000000002 1.0000000180025095e-35 1.4100000262260439 20.500000000000004 7.5000000000000009 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 94085.273437500015 43.500000000000007 94085.273437500015 1.5000000000000002 -7.4999999999999991 -1.4999999999999998 6.5000000000000009 83.500000000000014 42314.533203125007 91.500000000000014 22629.428710937504 50102.638671875007 7.7119998931884775 12667.155273437502 16437.536132812504 11270.709472656252 12078.030273437502 15706.645507812502 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 2 11 12 5 6 7 8 13 -8 -11 -2 -3 -5 -14 -6 -17 -12 -1 21 -21 23 -22 27 26 -26 -25 -20 -29 -23 right_child=1 3 -4 4 15 -7 9 -9 -10 10 17 -13 14 -15 -16 16 -18 -19 19 20 22 29 -24 24 25 -27 -28 28 -30 -31 leaf_value=5.6382356289859788e-05 -0.035378804864831692 -0.022482516222618387 -0.0025676682422900677 -0.005398619647341148 0.01216764546453959 -0.0020828608611335973 0.0025431475151195871 0.0083749450178814688 -0.0097930372481472624 -0.00085534496705775545 0.015771369780894159 0.014328376200532889 -0.0025598381571787314 0.012553195892756925 -0.023064276306397038 -0.002929615472284256 0.0017019923001152283 -0.0027598382493480766 -0.0033374356036061431 0.0046622240907665405 0.0082133235342218835 0.0029012190192072651 -0.013189725885638742 0.0025376524106662472 -0.010741331231420613 0.0010775311300730058 0.02427514401672105 0.0039655109813487065 -0.0069527285513249042 -0.0086463199321911242 leaf_weight=298898.2566157945 5.2590685039758673 39.49272845685482 80.738315999507904 48.382376812398434 68.820762142539024 5849.5093793645501 2456.4072321243584 189.35212147608399 561.41287901997566 5998.2753104194999 75.082312166690826 181.63982814503834 184.57795957475901 70.143457785248756 24.330547124147415 498.0108906775713 3642.30740764644 33.39339804649353 2378.0802034139633 730.90577617287636 43.634333223104477 119.98645955324173 148.17753914929926 1281.4692658782005 203.85725719481707 370.96728236973286 32.163663163781166 555.51904156804085 139.46392206847668 514.52418832108378 leaf_count=1284771 65 175 426 238 306 23935 13485 824 2424 25562 304 11438 778 398 110 2351 15748 135 10268 3162 191 497 659 5662 875 1555 137 2264 569 2210 internal_value=8.29694e-06 -0.00037001 0.00825459 -0.000486946 -0.000394566 -0.00086822 -0.000114964 -0.00378791 -0.00717507 0.000257896 -0.000661334 0.0129297 -0.00773568 0.00522524 -0.00494789 0.00132511 0.00114489 0.0100667 3.30789e-05 -0.00103543 0.00196334 -0.00152989 -0.00832085 -0.000899058 0.0011876 -0.00311394 0.00306988 -0.00218135 0.00177452 -0.00646267 internal_weight=325424 20007.1 267.637 19739.5 19491.1 15282 9432.45 869.291 679.939 8563.16 6106.75 186.899 248.401 118.526 208.909 4209.14 4140.32 108.476 305417 6518.75 922.718 5596.03 191.812 4961.52 1888.46 574.825 1313.63 3073.06 694.983 634.511 internal_count=1411522 98702 11929 86773 85710 67305 43370 3884 3060 39486 26001 11503 1063 636 888 18405 18099 439 1312820 28049 4012 24037 850 21330 8229 2430 5799 13101 2833 2707 is_linear=0 shrinkage=0.03 Tree=398 num_leaves=31 num_cat=0 split_feature=1 2 0 1 2 2 0 1 3 0 0 2 0 1 0 1 2 0 0 2 1 0 1 0 2 0 2 2 3 2 split_gain=3.33502 6.53376 4.26083 6.82159 6.06451 3.47056 20.5532 14.0704 13.7917 16.9056 13.2852 13.4449 37.571 22.86 18.7585 13.3724 13.0442 10.8398 10.945 9.89929 9.4033 8.47178 7.96403 7.94806 10.1095 26.7943 18.2221 16.1556 13.8822 15.9848 threshold=-49.499999999999993 71819.058593750015 10.500000000000002 -61.499999999999993 8007.5161132812509 89063.015625000015 1.5000000000000002 1.0000000180025095e-35 1.4100000262260439 21.500000000000004 7.5000000000000009 99992.636718750015 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 3.5000000000000004 94085.273437500015 44.500000000000007 49.500000000000007 94085.273437500015 -7.4999999999999991 5.5000000000000009 -1.4999999999999998 83.500000000000014 42314.533203125007 91.500000000000014 22629.428710937504 50102.638671875007 7.7119998931884775 12667.155273437502 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 23 7 16 17 10 11 12 13 19 -13 -16 -7 -8 -19 -10 -11 -17 -22 -2 26 -26 28 -27 -25 -30 right_child=5 -3 4 -5 -6 6 8 -9 9 20 -12 14 -14 -15 15 21 -18 18 -20 -21 22 -23 -24 24 25 27 -28 -29 29 -31 leaf_value=-0.024229367193916718 5.4362198349477683e-05 0.024163262149102981 -0.0090039462532639156 0.008104488236167183 0.020907919028195526 -0.033331160687322017 -0.018180999886651769 -0.002493702593122048 -0.0054380732404898484 0.013159671451955721 -0.0019365291821126904 0.0024388158821543535 0.0081282754770134139 -0.0095251149052838421 -0.00085712431582578709 0.022481613311374018 0.013947335557261964 0.006495633665088707 -0.0090087584542409387 0.01224625729976556 -0.0025992193886412453 0.0042376581128039928 0.0016575553601782399 -0.0021165052167038899 0.0045273163946442712 0.0079566027649764347 -0.0062731944444583774 -0.012803931181571936 0.0029772514892316489 -0.0030213748495769815 leaf_weight=11.484623908996584 298846.61709719151 15.010821565054355 9.6557575538754481 12.016896044835446 16.566904127597809 5.4122558478265992 63.748386099934578 80.64058019220829 48.210984610021114 59.775811307132244 6091.4107677191496 2451.1106919124722 189.01413007825613 559.91123685240746 5994.0233715027571 32.897490113973618 177.50286522926763 61.541325852274895 122.63561509549618 69.639102049171925 446.70475560426712 75.436221897602081 3454.97091717273 3072.2180704921484 730.11733725667 43.690073080360889 634.07307220622897 148.06472206115723 1313.8640358671546 574.67194861918688 leaf_count=144 1284169 640 87 151 181 65 284 426 233 269 24909 13398 823 2424 25481 133 11049 263 516 397 2141 306 14984 13101 3162 191 2707 659 5799 2430 internal_value=8.04957e-06 0.00681665 0.00158002 -0.00769628 0.00989372 6.69485e-06 -0.000376313 0.00794595 -0.000487534 -0.000398016 -0.000844717 -0.000138719 -0.00369902 -0.00699741 0.000222067 -0.000668326 0.0125484 -0.00751861 -0.00382808 0.00501182 0.00135111 0.00977776 0.0011702 3.17609e-05 -0.0010047 0.00190621 -0.00148434 -0.00807378 -0.000872239 0.0011519 internal_weight=325413 64.735 49.7242 23.5015 26.2227 325348 19984.6 263.556 19721 19473.1 15511.7 9420.24 866.775 677.761 8553.47 6102.36 182.915 247.925 184.177 117.85 3961.45 108.334 3901.68 305363 6516.7 921.872 5594.83 191.755 4960.75 1888.54 internal_count=1411522 1203 563 295 268 1410319 98101 11540 86561 85498 68104 43195 3877 3054 39318 25920 11114 1063 779 630 17394 439 17125 1312218 28049 4012 24037 850 21330 8229 is_linear=0 shrinkage=0.03 Tree=399 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 2 0 0 3 2 0 3 3 1 0 2 0 0 1 0 1 1 1 0 2 0 1 3 1 0 split_gain=3.38127 26.4662 44.316 41.7505 82.6239 41.0407 56.8102 66.3092 35.2901 29.6819 58.5363 28.4971 46.5053 34.857 25.8214 28.3599 25.7472 25.0464 22.7888 31.007 23.7501 22.611 22.5991 22.2862 18.7667 18.5828 18.4564 18.1839 29.589 25.0212 threshold=2902.4506835937505 3673.077514648438 1.1054999828338625 1.3535000085830691 3232.175903320313 3178.1462402343755 57.500000000000007 62.500000000000007 1.532000005245209 3290.9838867187505 59.500000000000007 1.7404999732971194 2.0774999856948857 -1.4999999999999998 52.500000000000007 3008.5642089843755 64.500000000000014 35.500000000000007 2.5000000000000004 60.500000000000007 8.5000000000000018 1.0000000180025095e-35 -2.4999999999999996 73.500000000000014 3290.9838867187505 64.500000000000014 -1.4999999999999998 12.393000125885012 1.0000000180025095e-35 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=27 2 -2 4 14 6 17 -8 9 10 -7 13 25 -10 26 21 -9 -5 24 20 -20 -16 -11 -18 -15 -13 -4 -1 -29 -30 right_child=1 -3 3 5 -6 8 7 16 11 22 -12 12 -14 18 15 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.00015112013556895952 -0.0088949863280846503 -1.2495205981289618e-05 -0.0057297032046500383 -0.0024988033429293654 -0.0069199176437719405 0.0037789908943159024 -0.012099506105875381 0.013403600195161106 0.0065121415726478293 -0.0048334533491893724 -0.021661140958145531 0.0050382431309808412 -0.00013590992994152404 0.0023670984469539077 0.014114207529995069 0.015994115014749524 -0.010545042558478429 0.0034247866517564444 0.019039046418774165 -0.0076242654027117024 -0.0057249089397444731 0.00040171903064744127 0.0087054928398013209 0.0053474318483945783 -0.0073231701363706174 0.013848967991290283 0.0061951321354717292 0.0052392073105421676 -0.0077022632397956842 0.0016101976394625401 leaf_weight=137938.13861771673 372.12643474340439 170245.23255618603 140.54285717010498 1132.4778702482581 403.70348027348518 535.58728109300137 799.50870200991631 132.4868500828743 348.56320829689503 120.42579641193151 95.989870995283127 1183.6652532219887 2459.9473435878754 216.15435491502285 178.77086055278778 539.41089902818203 153.76544512808323 1484.5573438182473 121.05401138961315 128.3717994838953 48.949154406785965 274.25870575010777 1411.5903134047985 164.23411087691784 1071.5227261036634 263.38053368031979 691.78597030043602 1458.9378020036966 360.89224076271057 925.81397990137339 leaf_count=587388 1562 750268 667 4835 1653 2216 3256 540 1616 586 390 4944 10643 870 756 2212 632 6244 485 527 198 1102 5718 688 4309 1074 2786 7739 1610 4008 internal_value=7.81074e-06 9.22061e-05 0.00132382 0.0015935 0.00536135 0.000886254 -0.00165156 -0.0069129 0.00211218 0.00538514 -8.75121e-05 0.000899958 0.00237441 -0.00207773 0.0080784 0.0113466 0.00229212 0.000861453 -0.00396551 0.00350493 0.0119087 0.00581283 0.00764125 -0.00233721 -0.00569652 0.00664191 0.00418156 -0.000103 0.00231448 -0.00100174 internal_weight=325402 184718 14472.8 14100.7 2228.47 11872.2 3867.03 1250 8005.2 2163.59 631.577 5841.61 3906.99 1934.62 1824.77 992.44 450.486 2617.04 1586.05 298.375 170.003 453.03 1532.02 318 1287.68 1447.05 832.329 140684 2745.64 1286.71 internal_count=1411522 810777 60509 58947 9176 49771 16195 5116 33576 8910 2606 24666 16661 8005 7523 4070 1860 11079 6389 1210 683 1858 6304 1320 5179 6018 3453 600745 13357 5618 is_linear=0 shrinkage=0.03 Tree=400 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 0 3 0 1 1 0 1 1 0 2 3 3 1 0 0 0 1 0 0 1 0 0 0 1 split_gain=3.42771 9.99316 11.8008 10.8709 3.04132 22.4797 47.8504 43.0754 35.9434 33.1143 32.5136 54.6976 30.1851 28.2482 37.7841 26.5032 40.2036 41.9156 29.3166 25.1152 24.8739 36.1502 22.7884 22.3385 22.69 22.0986 51.8542 74.8604 41.1084 21.4155 threshold=97.500000000000014 58311.849609375007 94085.273437500015 4814.8464355468759 3673.2597656250005 3673.077514648438 51.500000000000007 2.9229999780654912 88.500000000000014 5.5000000000000009 1.5000000000000002 48.500000000000007 1.5000000000000002 2.5000000000000004 13.500000000000002 3118.6667480468755 1.2994999885559084 1.469500005245209 1.0000000180025095e-35 4.5000000000000009 30.500000000000004 49.500000000000007 1.0000000180025095e-35 42.500000000000007 35.500000000000007 1.0000000180025095e-35 55.500000000000007 53.500000000000007 66.500000000000014 23.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 3 -3 -2 5 15 7 10 9 12 20 23 25 19 -15 -1 -17 18 -18 -9 -7 -22 -10 24 29 26 27 -8 -27 -12 right_child=1 2 -4 -5 -6 6 8 13 22 -11 11 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-8.4038236853541606e-05 -0.0073189230880235222 -0.039269971302824946 -0.0066474808249756675 0.018679043227888187 7.6163167561375225e-05 0.0066614861162468796 -0.0025820098140025244 0.0022431834979834858 -0.0013301822670341676 -0.013965413193924511 0.0040990938716314552 -0.011113311182246618 0.0018755065002353749 0.014229757456306783 -0.0041743878012344251 -0.0058530253056209881 0.0010121516868834774 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13050 23964 15757 412 2640 1335 12142 4718 1738 1574 88 internal_value=-2.62278e-05 -0.00454265 -0.0106259 0.00523766 -2.41282e-05 -0.000108061 -0.00100917 -9.73362e-05 -0.00317151 -0.00352849 0.000845545 -0.00295503 -0.00307647 -0.00277362 0.00476996 1.87707e-05 0.00151387 0.00200581 0.00603569 -0.00361564 0.00152326 0.00107138 0.0108162 0.000554651 -0.00326096 -0.0039825 -0.00203986 0.00175971 -0.00598268 0.00227969 internal_weight=325322 151.167 93.1983 57.9685 325171 177023 21841.8 15363.3 6478.5 6317.28 11360.8 1719.27 6055.04 4002.51 401.903 155181 9984.26 9359.28 1861.03 3600.61 9641.48 8862.1 161.221 1202.12 642.666 5118.54 2596.63 1439.97 2521.91 326.871 internal_count=1411189 963 644 319 1410226 766132 104716 73299 31417 30685 55155 8314 29131 18144 1808 661416 41803 39215 7648 16336 46841 39721 732 5383 2743 24341 10625 5907 13716 1408 is_linear=0 shrinkage=0.03 Tree=401 num_leaves=31 num_cat=0 split_feature=3 2 2 1 2 2 3 2 0 2 2 0 1 1 2 2 2 2 2 1 2 2 1 1 2 3 3 1 2 0 split_gain=3.3765 35.8144 63.7926 33.2816 27.3006 24.2981 26.0231 21.6272 22.2932 21.1931 20.2781 35.8214 20.1521 20.0864 17.75 35.7278 30.6942 16.4771 15.7815 26.9194 19.4869 72.6587 14.9949 20.7673 14.8887 14.7715 14.0454 13.7959 15.2384 13.3642 threshold=28.166500091552738 65050.789062500007 43864.599609375007 1.0000000180025095e-35 47442.083984375007 79002.019531250015 40.666500091552741 99992.636718750015 2.5000000000000004 71819.058593750015 45446.361328125007 2.5000000000000004 1.5000000000000002 1.5000000000000002 1896.9642333984377 2799.732299804688 1846.5046997070315 15354.050781250002 6815.6660156250009 1.0000000180025095e-35 28435.229492187504 30543.693359375004 1.0000000180025095e-35 -3.4999999999999996 89063.015625000015 40.666500091552741 74.000000000000014 1.0000000180025095e-35 94085.273437500015 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 13 4 10 6 9 24 -9 12 11 -4 -3 14 16 -16 -2 -15 22 -20 -21 -22 23 -17 26 -6 29 28 -26 -7 right_child=1 5 3 -5 25 7 -8 8 -10 -11 -12 -13 -14 17 15 18 -18 -19 19 20 21 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-8.2276425883280539e-06 -0.0030412435529171503 0.0003712093446585098 0.018420143740404592 -0.014083043547688389 -0.0036227952066424773 0.0032601791415079965 -0.0084174751968772773 0.0026469166185274389 -0.0020039561591646553 0.011901766782662365 -0.037724521370613794 -0.03949949146226777 0.022949649328056685 -0.0037734892262748388 -0.028132014414034491 0.018463643960413969 0.036447481639937079 -0.026279610202683677 0.0025636280783333213 -0.0077071360715928504 0.035933696187866133 -0.0058194523799075006 0.0072845791105288884 -0.0023696400423159846 -0.0092580755909398762 0.010434622569027385 -0.024855931847831959 -0.0084521499448912667 0.011065088762895841 -0.013160414506543983 leaf_weight=315297.13102488487 39.543590279296041 395.8654123917222 23.609873213805258 581.62104056403041 179.24935844913125 416.80333682149649 111.26581647247076 2707.481392767746 1410.9571021217853 410.86171746999025 30.297032594680786 16.20729736238718 39.090708702802658 75.911710783839226 41.40725053101778 47.569362571462989 32.09309346973896 47.656310483813286 720.99132491834462 693.75395019724965 46.393903478980064 195.89740663021803 420.16639680415392 454.59669056534767 58.742263950407505 107.69527170900255 18.931923439726233 558.96406860277057 76.377882402390242 49.953643403947353 leaf_count=1344288 265 2216 224 2964 1063 1885 852 25285 6669 3196 285 76 191 338 229 525 199 224 5260 4393 201 913 1830 3094 333 818 213 2448 460 252 internal_value=-2.54489e-05 -0.000567889 -0.00288407 -0.00965701 -0.00244735 0.000822369 0.00522156 2.76873e-05 0.00105355 0.00701575 -0.019229 -0.00515563 0.0024004 -0.000626377 -8.3577e-05 -0.000486297 0.0146496 -0.0124534 -4.2493e-05 -0.00179321 -0.00514908 0.00217543 0.0031028 -0.000396137 -0.00355347 0.0016532 0.00047535 -0.00637266 0.00222978 0.0015028 internal_weight=325307 10010 3754.66 938.68 357.059 6255.3 957.084 5298.21 4118.44 845.818 70.1142 39.8172 434.956 2815.98 2692.41 2620.78 71.6367 123.568 2579.37 1657.04 936.045 242.291 922.332 502.166 1179.77 286.945 485.689 694.084 135.12 466.757 internal_count=1411189 66901 22901 5430 2466 44000 6455 37545 31954 5603 585 300 2407 17471 16909 16445 464 562 16216 10767 5507 1114 5449 3619 5591 1881 2350 3241 793 2137 is_linear=0 shrinkage=0.03 Tree=402 num_leaves=31 num_cat=0 split_feature=3 2 2 1 2 2 3 2 0 2 1 1 2 0 2 2 2 2 2 1 1 1 2 2 2 0 2 2 3 3 split_gain=3.18078 33.7535 60.1517 31.6233 25.388 22.9571 24.5617 20.3759 20.9935 20.2122 19.167 18.9857 18.2364 33.4172 16.827 33.9134 29.5243 15.7425 14.8737 25.8688 20.9883 19.2168 16.3213 67.8686 14.1569 23.4121 18.1282 14.0514 13.9731 13.3174 threshold=28.166500091552738 65050.789062500007 43864.599609375007 1.0000000180025095e-35 47442.083984375007 79002.019531250015 40.666500091552741 99992.636718750015 2.5000000000000004 71819.058593750015 1.5000000000000002 1.5000000000000002 45446.361328125007 2.5000000000000004 1896.9642333984377 2799.732299804688 1846.5046997070315 15354.050781250002 5681.6511230468759 1.0000000180025095e-35 1.0000000180025095e-35 -3.4999999999999996 28435.229492187504 30543.693359375004 5224.6887207031259 1.5000000000000002 4814.8464355468759 89063.015625000015 40.666500091552741 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 2 11 4 12 6 9 27 -9 10 -3 14 13 -4 16 -16 -2 -13 20 -20 21 -17 -21 -24 25 -23 -27 29 -6 -7 right_child=1 5 3 -5 28 7 -8 8 -10 -11 -12 17 -14 -15 15 18 -18 -19 19 22 -22 24 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-7.9807921328349591e-06 -0.0029487331609986392 0.00036013162749797261 0.018076439304502558 -0.013715789414969991 -0.0035070252740145311 0.0014580391156732034 -0.0081594254526739379 0.0025705226700596336 -0.0019429860547282381 0.01162925977429761 0.022474114107955603 -0.0036642133793279618 -0.03567393840080009 -0.03776062788158633 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25285 6669 3196 191 338 285 76 229 481 199 224 5873 4773 1450 375 201 913 267 1783 100 3241 818 213 internal_value=-2.46845e-05 -0.000551536 -0.00280205 -0.00938602 -0.00236908 0.000798784 0.0050831 2.68942e-05 0.0010226 0.00683327 0.00233096 -0.000608611 -0.0184499 -0.00499995 -8.12604e-05 -0.000472456 0.0143164 -0.0121318 -4.14039e-05 -0.00149724 0.00352717 -0.00104112 -0.00468611 0.00210876 -0.00323668 -0.00495944 -0.00321016 -0.00345206 0.00160588 0.000461289 internal_weight=325294 9996.4 3748.67 936.777 357.463 6247.73 953.789 5293.94 4115.92 842.449 434.529 2811.89 70.8477 39.7825 2688.84 2617.71 71.1252 123.053 2576.65 1830.06 746.591 409.126 1017.08 242.345 367.248 338.308 322.465 1178.02 286.616 485.47 internal_count=1411189 66901 22901 5430 2466 44000 6455 37545 31954 5603 2407 17471 585 300 16909 16445 464 562 16216 11760 4456 3006 5887 1114 2525 2258 1883 5591 1881 2350 is_linear=0 shrinkage=0.03 Tree=403 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 2 0 3 0 1 1 0 1 1 0 2 3 3 1 0 0 0 1 0 0 1 0 0 0 1 split_gain=3.07473 9.25609 11.3206 10.4481 2.95701 21.269 45.0131 40.8147 33.6747 31.5385 30.6257 51.8417 28.4596 26.664 35.4025 24.9082 37.8183 39.4642 27.5807 23.4264 34.0499 22.977 21.0778 21.0003 21.3959 20.961 48.7522 70.6073 38.869 20.7028 threshold=97.500000000000014 58311.849609375007 94085.273437500015 4814.8464355468759 3673.2597656250005 3673.077514648438 51.500000000000007 2.9229999780654912 88.500000000000014 5.5000000000000009 1.5000000000000002 48.500000000000007 1.5000000000000002 2.5000000000000004 13.500000000000002 3118.6667480468755 1.2994999885559084 1.469500005245209 1.0000000180025095e-35 30.500000000000004 49.500000000000007 4.5000000000000009 1.0000000180025095e-35 42.500000000000007 35.500000000000007 1.0000000180025095e-35 55.500000000000007 53.500000000000007 66.500000000000014 -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=4 3 -3 -2 5 15 7 10 9 12 19 23 25 21 -15 -1 -17 18 -18 -7 -21 -9 -10 24 -12 26 27 -8 -27 -22 right_child=1 2 -4 -5 -6 6 8 13 22 -11 11 -13 -14 14 -16 16 17 -19 -20 20 29 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-8.1044688100739303e-05 -0.0072148419019899728 -0.038762752194970003 -0.0063429336349058816 0.018261009524403207 7.694630488104278e-05 0.0064669573057789835 -0.0025036925932497667 0.0020832772914112997 -0.0012765277264593243 -0.013654269763096482 0.0022108910825056616 -0.01084395633485194 0.0018182036998981856 0.013746869393940082 -0.0040542875232023861 -0.0056768816573829328 0.00098248757167055355 0.00097472021711897546 0.0085930177668150053 -0.00034778769700560721 -0.0090030317056055548 -0.0045446191773586752 0.020431369871407881 0.004781508518765294 -0.008743401490371944 -0.0072957855589430298 -0.0065615778337657837 0.012191668167412652 0.0036145335523716611 0.00400148282555876 leaf_weight=145194.66963731125 29.998342745006084 10.998713282868264 81.700977589935064 28.022537559270859 148122.82354328223 778.81471256935038 1026.5823012888432 556.83211408182979 74.683481007814407 260.1917744576931 326.95150376856327 514.12042100727558 937.2694469243288 196.1562172472477 206.29770459234715 624.98554927110672 669.29530121386051 7497.9578522406518 1191.5398866832256 5690.7275406569242 114.29766197502613 3044.8519883826375 87.328111253678799 560.44890658557415 315.16086083650589 2174.2892550230026 1157.5143602639437 412.49956694245338 339.81037719547749 3054.4842475503683 leaf_count=619613 168 73 571 151 644094 7120 4169 3286 320 1554 1408 2931 4790 866 942 2588 2871 31567 4777 23964 569 13050 412 2640 1335 12142 4718 1738 1574 15188 internal_value=-2.39414e-05 -0.00430782 -0.0101895 0.00508931 -2.19555e-05 -0.000104718 -0.000981506 -9.73171e-05 -0.00308043 -0.00342727 0.00082103 -0.00287067 -0.00298729 -0.00270158 0.004622 1.86217e-05 0.00146808 0.00194522 0.0058557 0.00147856 0.00104004 -0.00351992 0.0104245 0.000538074 -0.00316568 -0.00386859 -0.00197809 0.0017086 -0.00582113 0.00353241 internal_weight=325281 150.721 92.6997 58.0209 325131 177008 21829.3 15359.1 6470.17 6308.16 11355 1716.68 6047.97 4004.14 402.454 155178 9983.78 9358.79 1860.84 9638.32 8859.51 3601.68 162.012 1202.56 642.112 5110.7 2596.6 1439.08 2514.1 3168.78 internal_count=1411189 963 644 319 1410226 766132 104716 73299 31417 30685 55155 8314 29131 18144 1808 661416 41803 39215 7648 46841 39721 16336 732 5383 2743 24341 10625 5907 13716 15757 is_linear=0 shrinkage=0.03 Tree=404 num_leaves=31 num_cat=0 split_feature=3 2 2 1 2 2 3 2 2 0 1 1 2 0 2 2 2 2 2 1 2 2 1 1 2 3 1 2 2 3 split_gain=3.04285 32.0497 56.5204 30.012 23.6263 21.7095 23.0347 19.2725 19.1878 19.6723 18.2304 18.0275 16.4396 31.2094 15.9924 42.5894 23.9053 14.9871 14.0037 24.047 17.4826 63.4594 13.297 18.889 13.2475 13.2099 13.0659 14.3351 12.7809 12.5971 threshold=28.166500091552738 65050.789062500007 43864.599609375007 1.0000000180025095e-35 47442.083984375007 79002.019531250015 40.666500091552741 71819.058593750015 99992.636718750015 2.5000000000000004 1.5000000000000002 1.5000000000000002 45446.361328125007 2.5000000000000004 2180.0605468750005 2799.732299804688 855.65197753906261 15354.050781250002 6815.6660156250009 1.0000000180025095e-35 28435.229492187504 30543.693359375004 1.0000000180025095e-35 -3.4999999999999996 89063.015625000015 40.666500091552741 1.0000000180025095e-35 94085.273437500015 8007.5161132812509 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 2 11 4 12 6 7 10 24 -10 -3 14 13 -4 16 -16 -2 -13 22 28 -21 -22 23 -17 29 -6 27 -26 -20 -7 right_child=1 5 3 -5 25 8 -8 -9 9 -11 -12 17 -14 -15 15 18 -18 -19 19 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-6.9019838761457656e-06 -0.028620224607634696 0.00034708393996033573 0.017735386726521155 -0.013356266798321732 -0.0033976406529187503 0.0014171898329946705 -0.0078718639346577746 0.011359731329413755 0.0024940277243909277 -0.001875528869769089 0.022006911664625449 -0.0036146531401694865 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leaf_count=1344288 68 2216 224 2964 1063 2137 852 3196 25285 6669 191 338 285 76 192 525 433 224 286 4393 201 913 1830 3094 333 818 2448 460 4974 213 internal_value=-2.323e-05 -0.000538873 -0.00273377 -0.00912323 -0.00229723 0.000777461 0.00495202 0.00665296 2.74959e-05 0.000993999 0.00226128 -0.000606654 -0.0177189 -0.00485321 -9.30522e-05 -0.000492901 0.0133116 -0.0118568 -5.51379e-05 -0.00171048 -0.00489175 0.00203814 0.00290275 -0.00039574 -0.00334986 0.00155624 -0.00601468 0.00234608 0.00241157 0.000451094 internal_weight=325267 9983.57 3742.76 934.801 357.812 6240.81 950.425 839.125 5290.38 4113.28 434.093 2807.96 71.5333 39.7346 2685.37 2607.59 77.7818 122.595 2574.03 1650.4 931.501 242.385 923.627 502.048 1177.1 286.278 691.969 135.326 718.901 485.134 internal_count=1411189 66901 22901 5430 2466 44000 6455 5603 37545 31954 2407 17471 585 300 16909 16408 501 562 16216 10767 5507 1114 5449 3619 5591 1881 3241 793 5260 2350 is_linear=0 shrinkage=0.03 Tree=405 num_leaves=31 num_cat=0 split_feature=3 3 2 2 1 2 2 1 2 2 2 2 2 2 1 2 0 2 2 2 2 2 1 2 2 0 1 2 1 1 split_gain=5.47432 10.8943 14.9299 22.4535 16.1292 13.333 17.7009 12.4091 19.4705 10.3266 20.5417 14.8249 12.6723 19.2243 13.6887 11.0816 9.20668 12.9687 8.90907 14.799 20.713 13.5853 88.342 55.4922 32.3426 47.3557 25.0081 23.7497 21.1068 15.4953 threshold=1.1054999828338625 1.0619999766349795 2799.732299804688 2533.3342285156255 1.0000000180025095e-35 6964.4814453125009 8374.6435546875018 3.5000000000000004 3618.2971191406255 10537.723632812502 9587.6123046875018 14993.919433593752 24156.202148437504 29513.294921875004 -2.4999999999999996 12667.155273437502 51.500000000000007 11541.221191406252 3673.2597656250005 6665.8681640625009 7836.1462402343759 3618.2971191406255 1.5000000000000002 2580.519653320313 2449.139526367188 50.500000000000007 -2.4999999999999996 2533.3342285156255 2.5000000000000004 -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 18 3 -3 -5 7 -7 -4 -9 10 -8 15 14 -14 -13 16 17 -11 21 -20 -21 23 26 24 -1 28 -23 29 -26 -27 right_child=-2 2 5 4 -6 6 9 8 -10 11 -12 12 13 -15 -16 -17 -18 -19 19 20 -22 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=-0.00019731028674529065 5.6487566615450648e-05 -0.00066612787827652624 -0.0030391679334109481 -0.00042470635195348611 0.01138986536342816 0.0078299316566021477 0.00030068905266548263 -0.039146841167777807 -0.0076769037273374295 0.00097854467789851318 -0.016547856862705067 -0.023364294434527796 0.014284874649268271 -0.0038774010758078369 -0.0049189617857321047 0.0098476755758108731 0.0050081243251404416 -0.022093572169208202 -0.0043335008766296869 0.0082489669926013743 -0.0010351863317235438 -0.0080660179898847557 -0.0098108529679417199 -0.013209943067635158 -0.0031280633681646641 0.0010963432476340672 0.0038953201885363162 0.0021564785135274938 0.024898632608583618 0.032690732321463647 leaf_weight=8742.2564944773912 297780.59569741972 5742.365370862186 2933.9043326079845 178.48495046794415 249.18988730013371 218.60419119894505 158.33533753454685 19.645069405436516 178.16871527582407 62.119026809930801 110.63022437691689 43.496140085160732 74.026086047291756 179.96277187764645 216.17539405822754 181.05071343481541 133.8962482213974 33.887450471520424 1016.3019454702735 246.85951252281666 1745.4372359663248 164.38471446931362 518.94437271356583 287.18022078275681 210.75274552404881 16.241529032588005 3656.7242776304483 42.911220386624336 27.318423226475716 99.93039245903492 leaf_count=37200 1288755 24811 14261 749 1003 923 655 89 1100 262 460 196 303 745 881 750 547 141 4642 1058 7256 792 2974 1198 865 78 17910 177 110 404 internal_value=1.9094e-05 -0.000385978 -0.00113329 -0.000172238 0.0064592 -0.00243827 -1.82611e-05 -0.00352952 -0.0108022 -0.00145566 -0.00662941 4.93607e-05 -0.00334842 0.00141607 -0.00800864 0.00429632 -7.54212e-05 -0.00716523 9.13099e-05 -0.00138758 0.000115185 0.00041451 0.00180341 -0.000224947 0.00018307 0.00855608 0.00338074 0.0212288 8.79713e-05 0.0282736 internal_weight=325270 27489.2 10713.9 6170.04 427.675 4543.9 1412.18 3131.72 197.814 1193.58 268.966 924.614 513.66 253.989 259.672 410.953 229.903 96.0065 16775.2 3008.6 1992.3 13766.6 4340.05 9426.59 9139.41 397.154 3821.11 159.083 238.071 116.172 internal_count=1411295 122540 47876 26563 1752 21313 5863 15450 1189 4940 1115 3825 2125 1048 1077 1700 950 403 74664 12956 8314 61708 21676 40032 38834 1634 18702 659 975 482 is_linear=0 shrinkage=0.03 Tree=406 num_leaves=31 num_cat=0 split_feature=3 3 2 2 1 2 2 1 2 2 2 2 2 2 1 2 0 2 2 1 2 2 2 2 1 2 2 0 1 2 split_gain=5.15261 10.2544 14.064 21.1347 15.1941 12.5678 16.6419 11.7852 18.6704 9.7248 19.373 13.9511 11.9043 18.0962 12.7319 10.4357 8.6717 12.2664 8.45549 14.316 8.38444 13.935 19.4792 12.7992 83.4207 52.2027 30.4548 44.6732 23.512 22.4433 threshold=1.1054999828338625 1.0619999766349795 2799.732299804688 2533.3342285156255 1.0000000180025095e-35 6964.4814453125009 8374.6435546875018 3.5000000000000004 3618.2971191406255 10537.723632812502 9587.6123046875018 14993.919433593752 24156.202148437504 29513.294921875004 -2.4999999999999996 12667.155273437502 51.500000000000007 11541.221191406252 3826.821655273438 12.500000000000002 3673.2597656250005 6665.8681640625009 7836.1462402343759 3618.2971191406255 1.5000000000000002 2580.519653320313 2449.139526367188 50.500000000000007 -2.4999999999999996 2533.3342285156255 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 20 3 -3 -5 7 -7 -4 -9 10 -8 15 14 -14 -13 16 17 -11 19 -10 23 -22 -23 25 28 26 -1 -28 -25 -29 right_child=-2 2 5 4 -6 6 9 8 18 11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 27 29 -30 -31 leaf_value=-0.00019139187104525351 5.4793001045968286e-05 -0.00064617425446815261 -0.0029502626307478029 -0.00041193664649610487 0.011056617760372549 0.0075879405005190295 0.00029166207399040461 -0.038487695614322352 -0.0077997433942730964 0.00094903354133436823 -0.01607846983991312 -0.022510303448414721 0.01386310733918612 -0.0037614797471591157 -0.0047708049453576073 0.0095600619682916551 0.004860188584738692 -0.021518275215648024 -0.016006253254381035 0.019132888651021834 -0.0042058813387921331 0.0079972197285768255 -0.0010040947058924032 -0.0077986399566110755 -0.0095673926916626986 -0.012811214825329207 8.5386125029486342e-05 0.027491309663539694 0.0037818570798088236 0.0020922964049522983 leaf_weight=8742.2081336379051 297780.1831047287 5742.1005192026496 2931.6812663972378 178.49716404080391 249.00232852995396 218.80541461706161 158.33870179951191 19.38599681854248 89.398316934704781 62.129026979207993 110.44691124558449 43.787343218922615 73.990422815084457 179.94389082491398 216.2016289383173 180.90491081774235 133.83361847698689 33.751710698008537 65.82879813760519 22.166888982057571 1015.7342111766338 246.98955072462559 1745.498789191246 164.91188517212868 516.22717064619064 287.2338075786829 238.0792240947485 115.89817622303963 3653.4894078522921 42.900864481925964 leaf_count=37200 1288755 24811 14261 749 1003 923 655 89 546 262 460 196 303 745 881 750 547 141 421 133 4642 1058 7256 792 2974 1198 975 482 17910 177 internal_value=1.85207e-05 -0.000374544 -0.0010997 -0.000167078 0.00626806 -0.00236691 -1.76974e-05 -0.00342731 -0.0105344 -0.00141225 -0.006435 4.79831e-05 -0.00324609 0.00137391 -0.00775849 0.00417078 -7.33931e-05 -0.00695986 -0.00747962 -0.0024485 8.85998e-05 -0.00134614 0.000111711 0.000402241 0.00175146 -0.000218189 0.000177599 0.00830553 0.00328171 0.0206296 internal_weight=325260 27479.4 10710.2 6169.6 427.499 4540.59 1412.13 3128.46 196.78 1193.33 268.786 924.543 513.923 253.934 259.989 410.619 229.714 95.8807 177.394 111.565 16769.2 3008.22 1992.49 13760.9 4334.63 9426.32 9139.09 396.878 3818.4 158.799 internal_count=1411295 122540 47876 26563 1752 21313 5863 15450 1189 4940 1115 3825 2125 1048 1077 1700 950 403 1100 679 74664 12956 8314 61708 21676 40032 38834 1634 18702 659 is_linear=0 shrinkage=0.03 Tree=407 num_leaves=31 num_cat=0 split_feature=3 3 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 0 0 2 1 2 1 1 1 2 2 0 2 2 split_gain=4.84994 9.65244 13.2489 19.8938 14.314 11.8463 15.6471 11.1962 17.913 9.15833 18.2726 13.1293 11.1841 17.0354 11.8511 9.8276 8.29742 13.1197 8.16801 11.604 8.0835 8.07701 13.4041 8.33541 10.8842 8.02562 22.2884 14.017 9.47934 12.0581 threshold=1.1054999828338625 1.0619999766349795 2799.732299804688 2533.3342285156255 1.0000000180025095e-35 6964.4814453125009 8374.6435546875018 3.5000000000000004 3618.2971191406255 10537.723632812502 9587.6123046875018 14993.919433593752 24156.202148437504 29513.294921875004 -2.4999999999999996 12667.155273437502 17792.297851562504 51.500000000000007 51.500000000000007 11541.221191406252 17.500000000000004 3826.821655273438 12.500000000000002 8.5000000000000018 5.5000000000000009 13771.215820312502 12078.030273437502 49.500000000000007 3673.2597656250005 3618.2971191406255 decision_type=2 2 2 2 2 2 2 2 2 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 20 -5 7 -7 -4 -9 10 -8 15 14 -14 -13 18 -16 -18 19 -11 -3 22 23 24 -10 26 28 -27 29 -1 right_child=-2 2 5 4 -6 6 9 8 21 11 -12 12 13 -15 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.00021163419144517846 5.3149294334104407e-05 -0.00051850489649958999 -0.0028639030899495713 -0.00039955145993815272 0.010733550286343395 0.0073538332807372205 0.0002829065367109929 -0.037855811107870917 -0.012107882340228011 0.0009204172642503244 -0.015623540687944502 -0.021697837545408345 0.013454848603498675 -0.0036490364771079192 0.0020332539500057391 0.0092810264748696015 0.00052275142836690207 -0.019209737947293946 0.0047166117738102536 -0.020960448870197122 -0.012324805246222108 -0.015672810447139685 0.018364412104321881 -0.023955154397395432 0.012535188623331054 0.0031407069820685095 0.010385000131280886 -0.0055375583811085403 -0.0018064446097505059 0.001700965690026305 leaf_weight=9425.8552950769663 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1.0000000180025095e-35 6964.4814453125009 8374.6435546875018 3.5000000000000004 3618.2971191406255 10537.723632812502 9587.6123046875018 14993.919433593752 24156.202148437504 29513.294921875004 -2.4999999999999996 12667.155273437502 1.5000000000000002 4.5000000000000009 3826.821655273438 12.500000000000002 8.5000000000000018 4.5000000000000009 51.500000000000007 11541.221191406252 17.500000000000004 13771.215820312502 12078.030273437502 49.500000000000007 23400.180664062504 3673.2597656250005 decision_type=2 2 2 2 2 2 2 2 2 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 24 -5 7 -7 -4 -9 10 -8 15 14 -14 -13 22 -16 -17 19 20 21 -10 23 -11 -3 26 29 -27 -29 -1 right_child=-2 2 5 4 -6 6 9 8 18 11 -12 12 13 -15 16 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=0.00037866270568573922 5.1554869724168628e-05 -0.00050296786588046563 -0.0027800176989163502 -0.00038753989822788417 0.010420288050283255 0.007127318792655238 0.00027441353459002653 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52.541761428117752 241.79691779613495 191.99790991842747 322.00727339833975 223.46587197482586 2028.2957384437323 leaf_count=61708 1288755 24540 14261 749 1003 923 655 89 131 262 460 196 303 745 625 694 256 56 421 133 149 266 547 141 271 993 802 1338 925 8898 internal_value=1.7424e-05 -0.000352637 -0.00103553 -0.000157223 0.00590301 -0.00223048 -1.66164e-05 -0.00323168 -0.0100227 -0.00132932 -0.00606365 4.53538e-05 -0.00305073 0.00129342 -0.00728104 0.00393077 -0.00448621 0.00901028 -0.00710337 -0.0023144 -0.00740808 -0.00237696 -6.95164e-05 -0.00656739 -0.000608053 8.34051e-05 0.000224745 -0.0027845 -0.00536919 0.000104774 internal_weight=325244 27464.3 10702.7 6168.63 427.12 4534.06 1411.95 3122.1 194.698 1192.78 268.403 924.375 514.443 253.807 260.636 409.932 216.321 180.604 175.843 111.215 88.5953 67.5968 229.328 95.6187 5741.51 16761.6 15974.4 787.27 545.473 15782.4 internal_count=1411295 122540 47876 26563 1752 21313 5863 15450 1189 4940 1115 3825 2125 1048 1077 1700 881 750 1100 679 546 397 950 403 24811 74664 71408 3256 2263 70606 is_linear=0 shrinkage=0.03 Tree=409 num_leaves=31 num_cat=0 split_feature=3 3 2 2 1 2 2 1 2 2 2 2 2 2 1 2 2 0 1 2 2 2 1 0 1 2 2 2 1 1 split_gain=4.29567 8.5545 11.758 17.6274 12.7058 10.5241 13.8344 10.1114 16.5142 8.1231 16.2598 11.6295 9.87258 15.0995 10.2912 8.71925 7.79646 12.3158 7.42549 7.38417 31.7087 12.7284 8.37311 7.60563 25.5138 41.9011 19.1283 51.3638 27.7854 25.4223 threshold=1.1054999828338625 1.0619999766349795 2799.732299804688 2533.3342285156255 1.0000000180025095e-35 6964.4814453125009 8374.6435546875018 3.5000000000000004 3618.2971191406255 10537.723632812502 9587.6123046875018 14993.919433593752 24156.202148437504 29513.294921875004 -2.4999999999999996 12667.155273437502 17792.297851562504 51.500000000000007 4.5000000000000009 87.386707305908217 113.878231048584 65.776599884033217 -1.4999999999999998 50.500000000000007 1.0000000180025095e-35 239.406120300293 3751.9816894531255 3618.2971191406255 -2.4999999999999996 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 3 -3 -5 7 -7 -4 -9 10 -8 15 14 -14 -13 -11 -16 -18 -17 21 22 -1 -21 24 26 -26 27 28 -22 -29 right_child=-2 2 5 4 -6 6 9 8 -10 11 -12 12 13 -15 16 18 17 -19 -20 20 23 -23 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.0031294299440394967 5.000830760984323e-05 -0.00058985011603522987 -0.002698539419923358 -0.00037589030330507732 0.010116479528633465 0.0069081172729002225 0.00026617619802853077 -0.036665448887845953 -0.0069225499547143129 -6.7662739171921144e-05 -0.014754659158103046 -0.020185794851394823 0.012676647308796493 -0.003434162627906702 0.0021056855270268275 0.010481759057902836 0.00064676714392534042 -0.01846604795798535 -0.012637766176825995 -0.0030698018336503051 0.0046956029184607164 -0.032012098871204167 0.021942950229270407 0.00090825314073341031 0.0029280686806663508 -0.0034209984538241074 -0.0030497328311335638 -0.0066797306235263938 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threshold=16079.829101562502 5.4584999084472665 2.6375000476837163 21324.808593750004 -7.4999999999999991 42314.533203125007 73.500000000000014 2.1755000352859502 20654.361328125004 50102.638671875007 37.500000000000007 58311.849609375007 17.500000000000004 61458.453125000007 32666.960937500004 13.500000000000002 12367.713378906252 18.500000000000004 2.1755000352859502 35.500000000000007 46.500000000000007 74.500000000000014 68.500000000000014 14362.723632812502 14993.919433593752 84.500000000000014 1.0000000180025095e-35 -7.4999999999999991 28.500000000000004 14362.723632812502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 2 7 -4 6 12 13 10 -9 -10 -2 -11 -6 14 -5 -1 -17 23 19 -19 -21 22 26 -18 -25 -23 27 -20 -28 -30 right_child=1 -3 3 4 5 -7 -8 8 9 11 -12 -13 -14 -15 -16 16 17 18 21 20 -22 25 -24 24 -26 -27 28 -29 29 -31 leaf_value=-0.00074220798466482769 -0.0035188835557435618 0.00027487697672173519 -0.0077188133579988612 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74.500000000000014 68.500000000000014 14362.723632812502 14993.919433593752 84.500000000000014 1.0000000180025095e-35 -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=17 2 7 13 6 12 15 10 -9 -10 -2 -11 -6 14 -4 16 -5 -1 -19 25 21 -21 -23 24 28 -20 -27 -25 29 -22 right_child=1 -3 3 4 5 -7 -8 8 9 11 -12 -13 -14 -15 -16 -17 -18 18 19 20 23 22 -24 27 -26 26 -28 -29 -30 -31 leaf_value=-0.0007198942490587066 -0.0034143131904285375 0.00026664276493868687 -0.0064407871138052178 -0.0054476582478070225 0.00093443149329766194 -0.0019374860548009541 0.021292849284018377 0.012327343144784517 -0.0028309936104249597 0.011207344956778054 0.00042724411787851762 0.0021423791450168391 0.014534387421977882 0.010696069456225334 -0.019358606989198553 0.00072469489020979445 -0.018648001721892519 8.44614935640917e-05 0.0050089707510093057 0.011114884179628411 -0.018721471963446243 -0.002970455780001977 0.0038572292289925565 0.016644255312226266 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4059.72 2323.09 1541.45 2323.52 466.255 781.645 1317.84 internal_count=1411722 321714 137640 63886 58064 55519 2545 73754 18229 15333 55525 5795 21303 2386 2270 1731 5822 5614 1090008 974723 39705 29833 20326 16705 9507 6280 9872 2035 3227 5376 is_linear=0 shrinkage=0.03 Tree=413 num_leaves=31 num_cat=0 split_feature=2 3 3 2 1 2 0 3 2 2 0 2 3 2 2 1 1 2 2 0 0 0 2 0 0 2 2 3 0 3 split_gain=5.43572 19.8705 19.1111 53.9905 27.3134 31.3857 25.7773 23.1701 91.3248 46.3285 41.5435 21.8495 19.2569 97.6242 25.4677 23.6806 18.2559 18.4786 22.0048 17.2452 26.2315 16.8197 32.4899 76.9557 56.3382 37.1917 73.1082 36.0457 82.9847 53.7807 threshold=16079.829101562502 5.4584999084472665 2.6375000476837163 21324.808593750004 -7.4999999999999991 42314.533203125007 73.500000000000014 2.1755000352859502 20654.361328125004 50102.638671875007 37.500000000000007 58311.849609375007 3.0835000276565556 25796.883789062504 35052.082031250007 1.5000000000000002 -31.499999999999996 61458.453125000007 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24.4515 21.8024 85.9506 43.5916 39.1003 20.5624 18.4511 17.4088 17.0569 21.3879 16.7367 16.2287 24.6595 15.9198 96.789 28.0087 14.6355 14.4151 14.2674 61.0441 49.6873 64.3478 44.9911 41.0293 threshold=16079.829101562502 5.4584999084472665 2.6375000476837163 21324.808593750004 -7.4999999999999991 42314.533203125007 72.500000000000014 2.1755000352859502 20654.361328125004 50102.638671875007 37.500000000000007 58311.849609375007 17.500000000000004 -31.499999999999996 61458.453125000007 32666.960937500004 74.000000000000014 79.500000000000014 74.500000000000014 3.0835000276565556 25796.883789062504 35052.082031250007 99992.636718750015 26691.365234375004 13515.104003906252 7.7119998931884775 4.4095001220703134 2.3904999494552617 2.5000000000000004 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=16 2 7 17 6 12 13 10 -9 -10 -2 -11 19 -5 15 -15 24 18 -4 20 -6 -22 -7 -14 -1 26 27 29 -27 -26 right_child=1 -3 3 4 5 22 -8 8 9 11 -12 -13 23 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1055.3053957223892 13.652464523911474 210.72583392262459 131.30608440935612 210.49686722457409 216.45724357292056 51.066744685173035 185.08496351540089 3755.9991852939129 724.14968821406364 334.9306263178587 2646.326956525445 89.817881837487221 792.28492085635662 54.776849381625652 2933.9316900521517 845.83839415758848 1307.6589800789952 2696.463558845222 leaf_count=1050588 16766 184074 4865 116 1457 23194 190 2896 9538 1475 38759 4320 55 852 531 856 3143 208 749 15144 2918 1352 11022 377 3228 319 12514 3442 5655 11119 internal_value=9.34694e-06 -0.000215051 -0.000729433 -0.00147128 -0.000927926 -0.000659027 -0.00697492 -8.06781e-05 0.00173004 -7.93651e-05 -0.000684726 0.00407441 0.00109738 -0.00843905 -0.00943788 -0.0123808 7.24173e-05 -0.00683516 -0.00744451 0.000846659 -0.00185833 -0.0064341 -0.00176851 0.0136411 7.95323e-05 0.00127834 0.00237065 0.000329987 -0.00454912 0.00212978 internal_weight=325258 71361.5 33628.9 15688.8 14245.8 13639.3 606.512 17940.1 4487.66 3771.36 13452.4 1418.56 5280.21 572.677 552.529 421.223 253897 1443.08 1392.01 5176.74 1420.74 1059.08 8359.04 103.47 253680 8630.95 7268.52 4334.59 1362.44 3488.75 internal_count=1411722 321714 137640 63886 58064 55519 2545 73754 18229 15333 55525 5795 21303 2355 2239 1708 1090008 5822 5614 20871 5727 4270 34216 432 1086865 36277 30303 17789 5974 14347 is_linear=0 shrinkage=0.03 Tree=415 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 0 2 2 2 2 2 2 2 1 0 2 2 1 2 0 2 0 1 0 1 2 2 0 0 split_gain=3.82867 29.8829 27.1527 23.7941 15.2759 29.0778 14.7001 38.6333 55.2455 50.882 35.3857 62.7846 26.4137 29.5718 25.9919 20.0417 51.845 48.2691 27.4739 22.7511 20.6279 17.7997 61.459 34.226 18.9946 17.0716 16.1867 40.1749 24.4765 24.1072 threshold=58.500000000000007 252.50982666015628 200.29206085205081 1.0000000180025095e-35 52483.353515625007 68.500000000000014 59.500000000000007 444.35388183593756 3290.9838867187505 3618.2971191406255 2580.519653320313 2490.8103027343755 955.99880981445324 1045.9146118164065 2.5000000000000004 65.500000000000014 684.96466064453136 265.23049926757818 2.5000000000000004 563.99078369140636 61.500000000000007 346.46589660644537 71.500000000000014 1.5000000000000002 69.500000000000014 -2.4999999999999996 11541.221191406252 4520.4785156250009 82.500000000000014 66.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 6 -6 7 -3 10 14 11 12 -9 -14 -10 16 17 -8 19 -19 -21 22 23 24 -17 -18 27 -23 29 -29 right_child=1 4 -4 -5 5 -7 15 8 9 -11 -12 -13 13 -15 -16 21 25 18 -20 20 -22 26 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=7.9262050345116057e-05 0.0041049731604594656 0.0087004385226318696 -0.0047850067284901055 -0.0031212200823734597 0.0084510735412123526 0.00081340749959343676 -0.0045493608509194162 -0.01706343251423947 0.0082203486435840877 -0.0028477236674525029 -0.015662506138460111 0.032408785471958031 0.037410029787469809 -0.0039294841243625233 0.033582643989068156 -0.0011425711021884766 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3659 3160 5444 921 186 291 56439 1090 1476 1282 33748 26904 804 4818 21594 internal_value=3.55026e-05 -0.0002066 -0.00270066 0.000246473 9.98337e-06 0.00164497 -0.000173572 -0.00262307 -0.00409019 0.000805939 -0.00957093 -0.00359085 -0.0071488 -0.00117668 0.0136132 -4.24346e-05 0.00105065 0.00542921 0.00761774 0.00616819 0.018914 -0.000464534 -0.00338264 -0.00568146 -0.00337953 7.21516e-05 -0.000269882 0.000154457 0.00205531 0.00288972 internal_weight=325250 49789 3978.2 1648.01 45810.8 4623.94 41186.8 2092.95 1852.88 978.636 874.247 441.161 401.481 250.557 217.217 39093.9 10890.7 1989.26 1631.45 1432.81 115.848 28203.1 1763.64 1509.32 1198.22 8901.49 26439.5 19927.3 6661.64 5502.99 internal_count=1411616 209752 17207 7184 192545 20539 172006 8685 7694 4101 3593 1830 1669 1038 884 163321 45255 8347 6842 5921 477 118066 7507 6417 4941 36908 110559 83655 27216 22398 is_linear=0 shrinkage=0.03 Tree=416 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 0 2 2 2 2 2 2 2 1 0 2 2 1 2 0 2 0 1 2 1 2 1 2 2 split_gain=3.60306 28.1398 25.566 22.405 14.3797 27.4498 13.8342 36.3505 52.0037 47.9159 33.2913 59.1032 24.9124 27.7655 24.5069 18.8549 48.736 45.3657 25.5085 21.3891 19.3837 16.771 57.8512 32.5231 18.1247 16.0429 15.5378 34.8081 15.2286 37.8582 threshold=58.500000000000007 252.50982666015628 200.29206085205081 1.0000000180025095e-35 52483.353515625007 68.500000000000014 59.500000000000007 444.35388183593756 3290.9838867187505 3618.2971191406255 2580.519653320313 2490.8103027343755 955.99880981445324 1045.9146118164065 2.5000000000000004 65.500000000000014 684.96466064453136 265.23049926757818 2.5000000000000004 563.99078369140636 61.500000000000007 346.46589660644537 71.500000000000014 1.5000000000000002 297.03073120117193 -2.4999999999999996 284.12406921386724 1.0000000180025095e-35 11541.221191406252 4337.8815917968759 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -3 10 14 11 12 -9 -14 -10 16 17 -8 19 -19 -21 22 23 24 26 -18 -17 -28 29 -23 right_child=1 4 -4 -5 5 -7 15 8 9 -11 -12 -13 13 -15 -16 21 25 18 -20 20 -22 28 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=7.688438502673481e-05 0.0039842117799268103 0.0084373093646881968 -0.0046448622160461771 -0.003030571264438185 0.0082182125256256289 0.00078915488926619706 -0.0044150651478504629 -0.016576891350625608 0.0079803551065341129 -0.0027620912522638708 -0.015195964941143126 0.031451457467377195 0.036201815726375597 -0.0038117058491712276 0.032623941551338784 -0.0030168945164471329 -0.0042713964459934126 0.0048944047194057622 0.017421985676311418 0.0028982713705429566 0.028085497409709743 -0.00081184699966227306 0.0099447249029588469 -0.014189285937259728 -0.0068411079854054039 0.00044357103463512612 0.017662922495373309 -0.0079369051447060399 -0.0015211847572300264 0.0019280003251487803 leaf_weight=275460.85208439594 767.58648389577866 240.12562328577042 2328.5025540292263 879.11950419098139 502.18966231495142 4119.7383745480329 357.63909667730331 150.69692076742649 170.89005261659622 761.47278149425983 432.99233366549015 39.661039814352989 16.723619893193245 233.86596016585827 46.119644969701767 379.19851993024349 705.37075640261173 1317.2668809592724 199.86697708070278 44.864329323172569 71.046363905072212 12931.275334380567 254.51568619906902 309.41103430092335 620.09633097052574 8197.0390988141298 118.5492720156908 80.101490840315819 6512.716184232384 6993.69135517627 leaf_count=1201864 3184 991 10023 4000 2247 18292 1505 631 698 3217 1763 161 70 968 186 1572 3160 5444 921 186 291 55062 1090 1476 2553 33748 479 337 26904 28593 internal_value=3.44361e-05 -0.000200443 -0.00262164 0.000239261 9.67195e-06 0.00159635 -0.00016839 -0.00254489 -0.00396849 0.000781936 -0.00928717 -0.00348498 -0.00693791 -0.00114132 0.0132177 -4.11808e-05 0.00101888 0.00526237 0.00738174 0.00598156 0.0183365 -0.000450668 -0.00328469 -0.00551847 -0.00327893 6.99868e-05 0.000543683 0.00734036 -0.000261801 0.000149843 internal_weight=325243 49782.3 3975.21 1646.71 45807.1 4621.93 41185.2 2092.55 1852.42 978.482 873.94 440.948 401.287 250.59 217.01 39092.6 10893.1 1990.68 1633.04 1433.18 115.911 28199.6 1761.87 1507.36 1197.95 8902.41 577.849 198.651 26437.7 19925 internal_count=1411616 209752 17207 7184 192545 20539 172006 8685 7694 4101 3593 1830 1669 1038 884 163321 45255 8347 6842 5921 477 118066 7507 6417 4941 36908 2388 816 110559 83655 is_linear=0 shrinkage=0.03 Tree=417 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 0 2 2 2 2 1 0 2 2 2 2 0 2 1 1 0 2 1 2 2 0 1 1 2 split_gain=3.39072 26.498 24.0719 21.0967 13.536 25.9116 13.5335 21.9385 128.836 37.4607 89.2418 27.5301 26.3859 85.712 55.127 40.3354 41.7747 35.2056 32.6531 27.429 37.4322 23.0207 26.4951 20.8143 22.0857 19.2503 26.1425 21.0723 28.6494 30.3939 threshold=58.500000000000007 252.50982666015628 200.29206085205081 1.0000000180025095e-35 52483.353515625007 68.500000000000014 52.500000000000007 195.44509887695315 320.40057373046881 3008.5642089843755 3346.970825195313 1.0000000180025095e-35 55.500000000000007 2449.139526367188 2661.5908203125005 356.29209899902349 2180.0605468750005 53.500000000000007 2180.0605468750005 4.5000000000000009 1.0000000180025095e-35 57.500000000000007 3232.175903320313 -1.4999999999999998 586.15780639648449 8542.7006835937518 55.500000000000007 1.0000000180025095e-35 -5.4999999999999991 5808.2832031250009 decision_type=2 2 2 2 2 2 2 2 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 -3 -6 -1 -8 11 12 21 -9 14 18 15 -10 23 -18 -14 20 -20 -11 -23 24 -17 26 27 28 -12 -30 right_child=1 4 -4 -5 5 -7 7 8 9 10 25 -13 13 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.2429894942435586e-05 0.0038669646656817264 -0.0001633615997717129 -0.0045087685168567863 -0.0029424827873312464 0.0079914571052515648 0.00076562120031570344 -0.001177472212652249 0.0043562721263045645 -0.033953724863769422 0.013804323616104132 -0.01203347608379216 0.011925106463045712 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191.24272610247135 leaf_count=1107675 3184 172006 10023 4000 2247 18292 17839 3033 144 2526 437 4476 5033 5503 4135 292 2590 3652 634 286 976 958 499 6552 1116 13574 6468 8862 3825 779 internal_value=3.34017e-05 -0.000194469 -0.0025449 0.000232257 9.37099e-06 0.00154915 7.4578e-05 0.000786062 0.00124048 0.000394096 0.00173595 0.0088642 -0.00115934 -0.00332876 0.000300942 -0.00149145 -0.00116944 -0.00488561 0.00120515 0.00797313 0.0110271 0.0102853 0.00424889 0.00177273 -0.00515958 0.000653383 -0.000631032 0.00101256 0.00404387 0.00536598 internal_weight=325236 49775.7 3972.28 1645.43 45803.5 4619.96 275460 22128.5 17969.8 16174.1 8678.04 1795.66 7496.06 3015.77 4480.29 3472.79 3438.68 1519.47 1672.05 463.665 394.55 975.353 359.194 1919.21 323.999 7702.68 4443.55 2942.38 1213.04 1120.87 internal_count=1411616 209752 17207 7184 192545 20539 1201864 94189 76350 68841 37928 7509 30913 12432 18481 14346 14202 6242 6929 1896 1610 3983 1457 7960 1408 33945 20371 13903 5041 4604 is_linear=0 shrinkage=0.03 Tree=418 num_leaves=31 num_cat=0 split_feature=0 0 0 2 2 1 2 0 0 2 2 2 2 2 1 2 2 0 2 2 1 2 0 2 2 2 0 1 0 1 split_gain=3.2066 3.98146 3.04952 25.0795 22.6648 19.8644 13.2625 24.1649 13.0556 34.2825 46.3789 45.1268 34.1071 54.2917 23.1279 17.9269 25.6145 17.6269 45.8177 42.6408 23.7024 20.1176 18.2279 17.2231 26.0853 15.8573 54.4657 30.8961 17.3003 15.0762 threshold=98.500000000000014 99.500000000000014 58.500000000000007 252.50982666015628 200.29206085205081 1.0000000180025095e-35 52483.353515625007 68.500000000000014 59.500000000000007 337.55393981933599 3290.9838867187505 3618.2971191406255 2580.519653320313 2490.8103027343755 2.5000000000000004 305.33541870117193 297.03073120117193 65.500000000000014 684.96466064453136 265.23049926757818 2.5000000000000004 563.99078369140636 61.500000000000007 955.99880981445324 1045.9146118164065 346.46589660644537 71.500000000000014 1.5000000000000002 69.500000000000014 -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=2 -2 -1 4 5 -4 8 -8 9 15 12 14 13 23 -12 16 -5 18 19 -10 21 -21 -23 -11 -25 26 27 28 -19 -20 right_child=1 -3 3 6 -6 -7 7 -9 17 10 11 -13 -14 -15 -16 -17 -18 25 29 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=7.2341470844249729e-05 -0.0049107864201783499 -0.034354055464082434 0.0037531296528455016 0.0094036076966847893 -0.0043766092233344317 -0.0028568858492533915 0.0077706503281332233 0.00078406034229158272 -0.0042798839486905584 -0.013320247277988846 0.0077521928350674073 -0.0026741370418600675 -0.014740051331644318 0.030541637869985577 0.03171285395933205 0.03452569311770589 -0.029201801103634115 -0.0010423391461311089 -0.0041327181389974659 0.0047514673270509606 0.016805797913124209 0.0028157759230367052 0.027237614858394137 0.035061329921560955 -0.0036925843498479237 -0.00024427795830291976 0.0096443509476413052 -0.013835247932824384 -0.0092683639192315571 0.0004351655074954196 leaf_weight=275457.85673992964 24.890287712216381 4.95657143741846 766.70329123735428 174.2783201187849 2325.2234365493059 877.47660262137651 499.76251940429211 4107.4381003417075 357.46040914952755 177.29483595490456 170.75219860672951 761.52609896659851 432.85145469009876 39.624128088355064 46.029738426208496 22.081803351640701 16.974452555179596 886.47692996263504 706.31736297905445 1317.5417524427176 201.019764944911 44.871361330151558 71.072549670934677 16.751466825604439 233.8578100502491 26417.374465551227 254.69587761163712 307.72544477880001 310.7627037614584 8197.0242487192154 leaf_count=1201864 320 45 3184 717 10023 4000 2247 18068 1505 745 698 3217 1763 161 186 91 69 3659 3160 5444 921 186 291 70 968 110418 1090 1476 1282 33748 internal_value=3.24006e-05 -0.00980033 3.33031e-05 -0.000182885 -0.00247037 0.000225454 1.54902e-05 0.00154193 -0.000155352 -0.00246428 -0.00375841 0.000763577 -0.00867177 -0.00305358 0.0128398 0.00893221 0.00597722 -3.17264e-05 0.000992988 0.00510594 0.00715859 0.00580574 0.0177861 -0.00616452 -0.00110216 -0.000427956 -0.00318547 -0.00535676 -0.00317754 7.27875e-05 internal_weight=325229 29.8469 325199 49741 3969.4 1644.18 45771.6 4607.2 41164.4 2092.02 1878.69 978.308 900.38 467.528 216.782 213.335 191.253 39072.3 10895.3 1991.97 1634.51 1433.49 115.944 427.904 250.609 28177 1759.66 1504.97 1197.24 8903.34 internal_count=1411616 365 1411251 209387 17207 7184 192180 20315 171865 8685 7808 4101 3707 1944 884 877 786 163180 45255 8347 6842 5921 477 1783 1038 117925 7507 6417 4941 36908 is_linear=0 shrinkage=0.03 Tree=419 num_leaves=31 num_cat=0 split_feature=0 0 0 2 2 1 0 2 2 2 2 0 2 2 0 2 2 2 1 1 2 2 2 2 2 0 2 2 1 2 split_gain=3.03684 3.89249 2.86976 23.6154 21.3397 18.7039 12.7353 20.6442 121.085 35.5366 49.0237 55.0212 95.9542 26.707 25.045 78.7812 49.6201 30.7304 37.4452 36.6987 25.6984 37.2221 23.9536 19.6665 19.4133 26.9926 32.0557 19.1701 19.0925 18.4517 threshold=98.500000000000014 99.500000000000014 58.500000000000007 252.50982666015628 200.29206085205081 1.0000000180025095e-35 52.500000000000007 195.44509887695315 320.40057373046881 2902.4506835937505 3407.3515625000005 57.500000000000007 3061.900268554688 207.88987731933597 54.500000000000007 2362.8337402343755 2661.5908203125005 2078.127319335938 4.5000000000000009 1.0000000180025095e-35 1116.587829589844 855.65197753906261 1420.9512329101565 636.29287719726574 8542.7006835937518 55.500000000000007 3673.077514648438 6815.6660156250009 -1.4999999999999998 3290.9838867187505 decision_type=2 2 2 2 2 2 2 2 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 6 4 5 -4 -1 -8 13 14 11 29 -13 -9 16 17 -10 20 19 -19 21 23 -22 -16 25 -12 -27 -28 -24 -11 right_child=1 -3 3 -5 -6 -7 7 8 9 10 24 12 -14 -15 15 -17 -18 18 -20 -21 22 -23 28 -25 -26 26 27 -29 -30 -31 leaf_value=9.8867371972701271e-06 -0.0047741329244705586 -0.034207137995789894 0.0036426090274338557 1.501527174638387e-05 -0.0042482715190737316 -0.0027737132201097071 -0.0011444721115682545 0.0019169342966013439 -0.00091912602617734331 0.0109953081418482 0.00091520393176785142 -0.019461242803691561 0.0072638388908557571 0.010593112551277244 0.0010184773977895735 -0.0077712109890198319 0.009378757042650461 -0.00028322758864311992 -0.010749447495318377 0.015605302420250522 -0.015506914303724728 0.012253109737997651 -0.01534285900015436 -0.0094538571921928896 0.0023310884017143118 -0.029692636567602501 -0.0018386848577171587 -0.011723511845295341 0.0022081663349797151 -0.0082561015830496676 leaf_weight=253331.2502814997 24.835501071065668 4.8304290622472754 766.27358804643154 45769.094738781452 2323.6276801750064 876.68711389601231 4158.1971338540316 415.25439557433128 2525.7281871587038 1049.752436503768 2926.9013574719429 179.43445891141891 370.7228195220232 1381.9625839591026 641.74178363382816 1666.1102774590254 505.38133388757706 214.63145466148853 97.744403943419456 335.1165334135294 187.51357012987137 218.58628387749195 72.954835698008537 215.61782902479172 3258.0012514665723 42.801446586847305 1170.2300673723221 207.95265732705593 236.99223321676254 46.805611833930016 leaf_count=1107675 320 45 3184 192180 10023 4000 17839 1762 10432 4311 13845 731 1504 5747 2670 6820 2077 910 404 1341 787 916 323 896 13574 173 5119 854 964 190 internal_value=3.14271e-05 -0.00956664 3.23027e-05 -0.00017743 -0.00239799 0.000218847 7.01713e-05 0.000760394 0.00120122 0.000380208 0.00159627 0.00628935 -0.00145258 0.00858845 -0.00124621 -0.00284018 0.000797855 0.000859055 0.00636009 0.00940214 -0.00140474 0.00120224 -0.00704332 -0.00161522 0.000580194 -0.000731803 -0.00412426 -0.0033302 -0.00192297 0.0101736 internal_weight=325223 29.6659 325193 49735.7 3966.59 1642.96 275457 22126.1 17967.9 16170.7 9252.6 1646.72 550.157 1797.22 6918.12 3887.01 3031.11 2220.9 647.492 549.748 1573.41 1075.95 497.461 857.36 7605.89 4347.89 1420.98 1378.18 309.947 1096.56 internal_count=1411616 365 1411251 209387 17207 7184 1201864 94189 76350 68841 40301 6736 2235 7509 28540 16031 12509 9211 2655 2251 6556 4482 2074 3566 33565 19991 6146 5973 1287 4501 is_linear=0 shrinkage=0.03 Tree=420 num_leaves=31 num_cat=0 split_feature=1 3 3 1 2 2 2 2 0 2 1 2 2 2 0 2 1 0 0 2 2 0 1 2 2 0 2 0 2 2 split_gain=4.81126 46.9367 23.0079 17.4122 19.0344 25.691 18.1021 22.1104 17.6156 16.3055 14.6059 11.0946 10.9986 17.5129 9.8101 9.52495 11.9253 9.45946 8.81857 8.68271 8.56828 10.0001 8.30873 8.19661 7.99245 21.4086 28.5724 11.3614 19.136 15.1852 threshold=-8.4999999999999982 1.532000005245209 7.7119998931884775 -32.499999999999993 3118.6667480468755 24919.096679687504 1682.390319824219 594.21514892578136 47.500000000000007 174.66455078125003 -30.499999999999996 2704.067260742188 6815.6660156250009 16079.829101562502 1.5000000000000002 4911.6706542968759 -40.499999999999993 44.500000000000007 83.500000000000014 2704.067260742188 2362.8337402343755 54.500000000000007 -16.499999999999996 1806.0396118164065 8173.5148925781259 33.500000000000007 10798.300781250002 19.500000000000004 14993.919433593752 61458.453125000007 decision_type=2 2 2 2 2 2 2 2 2 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 10 20 6 12 7 9 19 17 15 -4 -6 -14 -13 16 -3 -5 24 -8 23 -22 -19 -1 -12 27 -27 28 -26 -29 right_child=-2 2 11 4 5 -7 8 -9 -10 -11 18 14 13 -15 -16 -17 -18 22 -20 -21 21 -23 -24 -25 25 26 -28 29 -30 -31 leaf_value=0.0016656335733923906 -1.6800858201461463e-05 -0.024047372953840327 -0.0070103537869966636 -0.027751325472239675 -0.0046365609620918936 0.0178501745044355 0.020614004979583298 -0.0085981245560008118 0.0059807294599548881 0.010188303939329834 -0.0010769884662971292 0.030528633645620196 0.011697926624945482 -0.0046693058645474244 0.0042755498387413845 0.01027863497716263 0.0049088732706478637 0.016820884059021237 0.02493994789580228 0.0090553815984420645 0.011449639359800765 -0.026901482998608176 -0.0022662813713993156 -0.032021248889413365 0.0059815367808813222 -0.019766827990036102 0.0076552514964931999 -0.0093863564057429533 -0.0062783305977100476 0.003992842971845976 leaf_weight=9.2731280326843279 318521.8421844095 18.419343588291667 80.071236506104469 11.219915628433226 319.21762302517891 73.655020177364349 190.24101832509041 100.68280400335789 243.75222200155258 372.92623654007912 2161.9585574215744 13.023586721159516 123.58718223869801 112.30082002282143 781.79560271836817 143.47113507986069 41.961606574594043 24.437230229377747 10.763159632682799 84.457352012395859 21.489784471690658 8.5551801547408086 128.22707906365395 21.742467649281025 174.27950948476791 40.002442613244057 235.63445065170527 674.08369480073452 334.51860724389553 86.101114928722382 leaf_count=50 1375458 138 504 64 1551 362 1104 502 1282 1871 10821 1217 587 530 5682 958 240 140 50 516 136 46 633 111 937 175 1142 2840 1440 350 internal_value=-1.37035e-07 0.000799007 -0.000765501 0.00486426 0.00540323 0.00120241 0.0076882 0.00430262 0.0118512 0.00672225 -0.00174699 0.00363345 -0.00100652 0.00390587 0.00470572 0.00607173 -0.00392429 -0.00116491 -0.00217575 0.0170602 -0.0108887 0.000529315 0.000789033 -0.0219495 -0.00225449 -0.00390261 0.00367556 -0.00554866 -0.00207894 -0.00787098 internal_weight=325164 6641.85 4796.08 1845.77 1784.7 628.761 1155.94 637.493 518.451 536.81 3921.19 874.89 555.106 235.888 794.819 203.852 60.381 163.884 3717.34 274.698 61.0606 30.045 152.664 31.0156 3706.58 1544.62 275.637 1268.98 508.798 760.185 internal_count=1411437 35979 26494 9485 9142 3030 6112 3210 2902 2708 19091 7403 2668 1117 6899 1336 378 837 17755 1620 343 182 773 161 17705 6884 1317 5567 2377 3190 is_linear=0 shrinkage=0.03 Tree=421 num_leaves=31 num_cat=0 split_feature=1 2 0 3 1 1 1 2 2 2 2 0 2 2 3 3 2 3 1 1 2 2 3 3 3 2 2 0 2 2 split_gain=4.58122 5.8033 6.85603 4.41141 43.2542 18.4548 16.9723 18.0492 24.3372 17.2699 20.8676 16.9229 15.492 28.4185 90.4519 52.2162 161.988 51.7527 41.4739 38.7577 37.42 38.5302 29.5268 28.7223 31.8113 30.7665 27.8788 29.2096 27.7622 25.1452 threshold=-51.499999999999993 89063.015625000015 4.5000000000000009 1.532000005245209 -8.4999999999999982 -2.4999999999999996 -32.499999999999993 3118.6667480468755 24919.096679687504 1682.390319824219 955.99880981445324 47.500000000000007 3673.2597656250005 9139.0400390625018 3.8810000419616704 3.653500080108643 11817.106933593752 1.6674999594688418 1.5000000000000002 1.0000000180025095e-35 47442.083984375007 30543.693359375004 1.7404999732971194 5.9049999713897714 4.4095001220703134 7303.1936035156259 1572.3760986328127 92.500000000000014 8007.5161132812509 10057.160644531252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 -2 9 -9 10 -8 -11 26 14 -14 16 17 29 23 -19 21 -18 -22 24 25 -16 -5 -28 -25 -15 right_child=3 -3 -4 12 5 -7 7 8 -10 11 -12 -13 13 15 18 -17 20 19 -20 -21 22 -23 -24 28 -26 -27 27 -29 -30 -31 leaf_value=-0.03314275841736266 -0.010857844681097843 0.027054228659633101 0.0075286311564157667 -2.7764235770636718e-05 -0.0012724979489778746 0.00021044970491303157 0.0058673684964948717 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2111.836507871747 1286.0123701766133 29736.177733785356 299.98174875974655 710.19589046761394 284.89222632348537 leaf_count=94 339 606 411 307057 36055 368012 2925 2668 362 1620 285 1282 118943 762 3198 283311 53921 4452 7027 3983 1963 17943 23421 18502 8701 5325 132517 1380 3205 1167 internal_value=-1.249e-07 0.00880049 0.00342473 -1.56574e-06 0.000169094 8.01018e-05 0.00472357 0.00525615 0.00116724 0.00748819 0.00418229 0.0115716 -7.31252e-05 0.000147504 0.000814461 -0.000153795 -0.00127059 -0.00847938 -0.0015405 -0.0105282 -0.000503174 -0.00120653 0.00150718 -0.000726441 -0.00255 0.000103544 -0.00034902 -0.00111638 0.000848856 0.000486822 internal_weight=325157 53.2263 41.1172 325104 96046.5 94205.8 1840.73 1779.89 628.509 1151.38 636.264 515.116 229058 127277 39605.5 87671.1 26353.2 2535.52 10709.6 2063.91 23817.7 17644.5 6173.23 8998.66 4170.68 2058.84 101781 30036.2 4827.98 471.609 internal_count=1411437 1111 505 1410326 413548 404067 9481 9142 3030 6112 3210 2902 996778 555824 164901 390923 107612 10364 45958 8435 97248 71864 25384 38931 17224 8523 440954 133897 21707 1929 is_linear=0 shrinkage=0.03 Tree=422 num_leaves=31 num_cat=0 split_feature=1 2 0 3 1 3 2 2 2 2 2 1 1 2 2 0 2 2 0 2 2 2 3 0 2 0 0 1 1 1 split_gain=4.34546 5.65698 6.32164 4.15118 40.8117 18.2205 26.0142 53.0575 34.0558 31.3607 26.0418 18.7554 16.0062 17.0299 23.3044 15.8379 17.6701 15.4172 22.6233 17.7512 17.4828 16.8561 20.9691 24.8061 27.4104 23.9671 35.9335 29.7086 19.8082 19.0222 threshold=-51.499999999999993 89063.015625000015 4.5000000000000009 1.532000005245209 -8.4999999999999982 1.469500005245209 9801.5458984375018 5561.5637207031259 3473.4255371093755 3673.077514648438 12667.155273437502 -2.4999999999999996 -33.499999999999993 3118.6667480468755 24919.096679687504 46.500000000000007 152.83950042724612 291.56593322753912 26.500000000000004 65.776599884033217 310.97680664062506 200.29206085205081 1.8989999890327456 38.500000000000007 259.04246520996099 67.500000000000014 80.500000000000014 -3.4999999999999996 1.0000000180025095e-35 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 12 11 7 8 -7 -10 -8 -6 -2 15 -15 16 -14 18 19 -5 -19 -20 23 29 -25 -24 27 -27 -26 -23 right_child=3 -3 -4 17 5 6 10 -9 9 -11 -12 -13 13 14 -16 -17 -18 20 21 -21 -22 22 25 24 28 26 -28 -29 -30 -31 leaf_value=-0.031211989104147266 -0.011273690419325504 0.026883679881893018 0.0073471703358279298 -0.017617220645150013 -0.0014699125025101664 0.00047317186523094092 0.013546887107816765 -0.0090182695084797555 0.013437846625517433 0.0023658346470790612 0.0031038569867039359 9.2214641976835592e-05 -0.021935560021711487 -0.00096744685376745914 0.017073390553656725 0.0043518920905607555 0.012537360102889156 0.002305536141621599 0.0005414466998814513 0.0022958843993055619 -3.5725179711093291e-05 -0.0072320038448561337 -0.0048201130911157807 -0.0044164027499087651 -0.0032766643475980804 -0.038119020499426462 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-4.41811e-05 0.00459347 0.00508788 0.00112083 0.00725741 0.0115188 -7.09342e-05 -0.000972779 0.00191035 -3.76264e-06 -0.00141756 -0.00198054 -0.0010776 -0.00304443 -0.00393666 0.00329893 0.0078518 0.00253079 0.000475106 internal_weight=325149 52.8444 41.0197 325096 96045.9 94209.6 7407.43 6212.6 5747.37 971.941 1194.82 86802.1 1836.31 1780.83 629.596 1151.23 466.716 229050 15877.6 2122.08 213172 13755.5 10684.9 7310.47 3225.15 3374.45 367.18 297.228 636.924 4085.31 internal_count=1411437 1111 505 1410326 413548 404067 30927 26025 24082 4063 4902 373140 9481 9174 3038 6136 2584 996778 67832 9424 928946 58408 45147 30888 13772 14259 1582 1266 2720 17116 is_linear=0 shrinkage=0.03 Tree=423 num_leaves=31 num_cat=0 split_feature=1 2 0 3 1 3 2 2 2 2 2 1 1 2 2 2 2 0 2 2 2 2 0 0 0 3 2 3 0 0 split_gain=4.12123 5.51265 5.8381 3.90629 38.4986 17.146 24.4776 49.9648 32.0625 29.5783 24.5008 17.6406 15.0595 16.2153 22.1568 16.3882 20.0711 15.8359 15.1577 14.5074 21.4578 16.4483 15.16 29.2473 22.5881 14.7707 14.6484 56.6603 20.4129 15.9019 threshold=-51.499999999999993 89063.015625000015 4.5000000000000009 1.532000005245209 -8.4999999999999982 1.469500005245209 9801.5458984375018 5561.5637207031259 3473.4255371093755 3673.077514648438 12667.155273437502 -2.4999999999999996 -32.499999999999993 3118.6667480468755 6815.6660156250009 1682.390319824219 594.21514892578136 47.500000000000007 174.66455078125003 291.56593322753912 203.28157806396487 310.97680664062506 80.500000000000014 71.500000000000014 61.500000000000007 2.3904999494552617 170.13991546630862 1.6674999594688418 65.500000000000014 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 -1 4 12 11 7 8 -7 -10 -8 -6 -2 15 -15 16 18 -17 -14 20 26 25 23 24 -22 -21 -5 -28 29 -29 right_child=3 -3 -4 19 5 6 10 -9 9 -11 -12 -13 13 14 -16 17 -18 -19 -20 21 22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.029447738559413301 -0.010135828621854106 0.026712215301454983 0.0071691086318623667 -0.00010659201081900815 -0.0014252914208988463 0.00045897374323925454 0.01314045557607459 -0.0087569281467123773 0.013051412336007914 0.0022946557891253836 0.0030110152562011949 8.9447666094302517e-05 -0.0014052828505304899 -0.0044274231962077634 0.0068449676739574528 0.016132898285673866 -0.0083847362715449205 0.0055416060642071519 0.0095721709400152805 0.0014589356900063699 -0.0010799169426648776 -3.4653339590072095e-05 -0.015555570060993609 0.010596368531241669 -0.0045603512139156307 0.0081127173837476311 -0.017352246414304134 0.0055594371845150816 -0.0031667241510252245 0.014979515735668952 leaf_weight=4.38963618595153 61.435656845569611 11.547723841620607 36.534495290368795 3039.4657158777118 7581.7927348464727 4775.4660178720951 280.99698148667812 464.74771305918694 374.18564741313457 597.33518454432487 913.74477343261242 79223.589457519352 163.30896191298962 320.04615022242069 307.92433273792267 267.68683831393719 100.96856293082237 241.83846935629845 369.00347870588303 2570.4283700734377 9532.9396940544248 210262.56174358586 69.54578360915184 176.96479366719723 2036.8178832381964 339.98206716775894 100.41022871434689 521.825409963727 165.34746863692999 233.42593665421009 leaf_count=94 339 606 411 13329 32993 20019 1146 1943 1533 2530 3756 340147 837 1551 1479 1620 502 1282 1871 10777 40292 916662 315 750 8751 1507 429 2253 724 989 internal_value=-1.11147e-07 0.0084068 0.00324148 -1.46807e-06 0.000159126 7.53643e-05 0.0014609 0.000704534 0.00146966 0.00643767 0.00539341 -4.28533e-05 0.00446611 0.00497271 0.00109998 0.00710078 0.00387833 0.0111059 0.00620438 -6.88075e-05 -0.000943663 -3.64977e-06 -0.00159018 -0.0015075 -0.00169264 0.0022362 0.000937754 0.00404669 0.00638069 0.00847091 internal_weight=325146 52.4719 40.9241 325094 96044.1 94211.9 7406.48 6211.73 5746.99 971.521 1194.74 86805.4 1832.21 1770.78 627.97 1142.81 633.281 509.525 532.312 229050 15876.7 213173 11816.3 11746.7 11569.8 2910.41 4060.47 1021.01 920.599 755.251 internal_count=1411437 1111 505 1410326 413548 404067 30927 26025 24082 4063 4902 373140 9481 9142 3030 6112 3210 2902 2708 996778 67832 928946 50108 49793 49043 12284 17724 4395 3966 3242 is_linear=0 shrinkage=0.03 Tree=424 num_leaves=31 num_cat=0 split_feature=1 2 0 3 2 0 2 2 2 1 2 0 0 1 3 1 3 2 2 2 2 2 1 2 2 2 2 2 3 3 split_gain=3.90915 14.4355 11.8928 5.8566 16.3468 13.574 7.58485 5.12314 5.22998 12.937 12.6071 11.9006 5.08289 5.12116 3.94449 43.4088 16.135 23.0325 47.0526 30.1868 27.8994 23.0546 16.5922 15.2863 24.524 18.6902 15.179 28.2489 82.3008 50.4528 threshold=-17.499999999999996 219.36421203613284 2.5000000000000004 1.4100000262260439 8714.5634765625018 55.500000000000007 1148.0775146484377 1018.5688781738282 2362.8337402343755 -28.499999999999996 3232.175903320313 48.500000000000007 49.500000000000007 -20.499999999999996 1.532000005245209 -8.4999999999999982 1.469500005245209 9801.5458984375018 5561.5637207031259 3473.4255371093755 3673.077514648438 12667.155273437502 -2.4999999999999996 3118.6667480468755 182.51656341552737 25796.883789062504 3673.2597656250005 9139.0400390625018 3.8810000419616704 3.653500080108643 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 7 -7 -4 9 -9 -10 -12 -6 -14 15 23 22 18 19 -18 -21 -19 -17 24 -2 -25 -16 28 -28 -29 right_child=14 2 3 -5 12 6 -8 8 10 -11 11 -13 13 -15 26 16 17 21 -20 20 -22 -23 -24 25 -26 -27 27 29 -30 -31 leaf_value=0.015943258173024 -0.00262518745660144 0.017923544325433673 0.014459012128648158 0.0012379394747629516 -0.0016070470420968719 -0.0059109237695465031 -0.034398837604453197 -0.026769290727702202 0.01151864440801985 0.0013365717062568244 -0.041942950419547459 -0.0033862338233479035 0.029552781076425037 0.0047656465467370897 -0.00034922373240887504 -0.0013820415106172287 0.00044520153566063027 0.012747293261854111 -0.0085032090008232107 0.012676685427927168 0.0022256294132445378 0.0029209548923918769 8.6763691265726636e-05 -0.00086027305684121245 0.0096863480198569902 0.017587142984676014 0.0016475495350308717 -0.0012593660419615584 -0.001440116714856503 0.00031624418721039159 leaf_weight=59.334090024232864 178.1518045514822 36.158428154070862 12.610335558652876 1478.0312412623316 16.252706632018089 13.099567279219626 23.502923458814621 28.610259182751179 39.617613084614277 30.402267336845398 9.3585789501667005 31.303294837474823 17.841733321547512 12.944102406501768 101373.84821078903 7584.4459107220173 4775.4966748207808 280.97410313785076 464.26388135552406 373.69678154587746 597.38448464870453 913.66147010028362 79224.080951027572 468.73631943762302 797.33448946475983 55.256333619356155 28670.736235007644 26170.589505597949 10657.364012004808 60746.868765966967 leaf_count=359 897 1336 66 8888 86 71 113 150 243 175 49 163 129 72 438543 32993 20019 1146 1943 1533 2530 3756 340147 2187 4272 260 117671 106730 45650 279260 internal_value=-1.04554e-07 0.00139056 0.000897076 0.000537798 -0.00385558 -0.0078035 -0.0242034 -0.00385178 -0.00550948 -0.0122896 -0.000525483 -0.0122603 0.0119655 0.0191309 -7.88543e-06 0.000153703 7.31027e-05 0.00141727 0.000683501 0.00142569 0.00624746 0.00523208 -4.15656e-05 0.0052179 0.00743791 0.00108505 -7.5833e-05 0.000143697 0.000810835 -0.000158167 internal_weight=325142 1809.07 1749.73 1713.57 235.543 188.505 36.6025 151.902 139.292 59.0125 80.2795 40.6619 47.0385 30.7858 323333 95713.5 94214 7405.48 6210.84 5746.58 971.081 1194.64 86808.5 1499.48 975.486 523.993 227619 126246 39328.1 86917.5 internal_count=1411437 11900 11541 10205 1317 1030 184 846 780 325 455 212 287 201 1399537 411683 404067 30927 26025 24082 4063 4902 373140 7616 5169 2447 987854 549311 163321 385990 is_linear=0 shrinkage=0.03 Tree=425 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 2 0 1 2 0 2 0 2 2 0 2 0 3 2 1 2 0 0 2 1 2 2 2 0 2 split_gain=4.81757 6.37944 6.80812 52.4433 11.3848 6.63176 5.90659 6.72049 33.2517 5.85384 6.34953 4.81225 12.1278 22.4963 35.2933 19.2234 17.4369 37.5903 54.5674 27.3587 16.9154 15.8213 15.5068 15.4727 37.7495 38.6954 37.1568 33.2899 31.391 31.53 threshold=-20.499999999999996 182.51656341552737 46.500000000000007 6368.3278808593759 1846.5046997070315 291.56593322753912 2.5000000000000004 -66.499999999999986 99992.636718750015 65.500000000000014 2362.8337402343755 49.500000000000007 3751.9816894531255 5118.9267578125009 71.500000000000014 4712.1987304687509 67.500000000000014 2.9229999780654912 1494.5967407226565 1.0000000180025095e-35 2078.127319335938 68.500000000000014 86.500000000000014 636.29287719726574 1.0000000180025095e-35 2704.067260742188 225.45304870605472 2404.0227050781255 54.500000000000007 2404.0227050781255 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 5 4 -4 -3 7 8 -7 10 -6 -2 16 14 -14 -16 23 18 -18 -20 -21 -22 -17 26 25 28 -13 -26 29 -25 right_child=11 2 3 -5 9 6 -8 -9 -10 -11 -12 12 13 -15 15 22 17 -19 19 20 21 -23 -24 24 27 -27 -28 -29 -30 -31 leaf_value=0.022184747180036581 -9.0111894021524853e-05 0.024491760613636157 -0.00023915224084460903 0.023810959748131997 -0.024967349420824559 -0.23469391067960441 0.0019549836523215167 0.019319918129178396 0.030390418236968222 -0.034065116970604457 -0.0087476897976176242 -0.00018821459631622741 0.0037410973084439016 0.00030737413199614846 -0.0067921225691398631 0.00046304721220096694 -0.0012905005848052528 0.00030121526764708616 -0.0136415579184589 -0.012810681656558106 0.0083639025651981135 -0.0045650597159489995 0.02254239851887415 -0.00086526012265279273 0.00081997735793762697 0.0025656145145390662 0.0026207864145765081 -0.0021788944011870495 -0.0039199265403964227 0.0067111647364752856 leaf_weight=13.686359740793703 234775.93478428817 12.313825175166128 60.012657776474953 50.557592317461967 31.474867805838585 0.56187419034540931 1016.469235021621 28.395243793493137 1.7595874457620084 14.639382705092428 70.102749183773994 11303.640843987465 3879.7213522493839 27055.094563158229 498.80758011341095 264.04203917086124 4036.6297670453787 7491.715977884829 527.60235065221786 177.062848046422 104.33826303482056 464.01708296686411 32.109517350792885 1871.6522995233536 4871.0279934406281 6436.019205302 6780.38553789258 10540.775951683521 1954.680709078908 671.79256251454353 leaf_count=88 1021477 70 325 376 158 14 6414 852 322 73 358 48427 16022 113149 2075 1076 17065 32328 2137 755 453 2119 135 8019 20051 29371 28508 48031 8066 2872 internal_value=-1.15943e-05 0.00181103 0.00159425 -0.00312319 -0.0108502 0.00260403 0.00234665 0.0153076 -0.0337692 -0.0163296 -0.0137735 -1.89131e-05 0.000168987 0.000639418 0.00256115 -0.00319749 -9.18264e-05 -0.00106737 -0.0029984 -0.00841401 -0.00471398 -0.00219157 0.00285695 0.000189253 -0.000274574 0.00107363 0.000864986 -0.00123108 -0.00106114 0.00113588 internal_weight=325037 1299.97 1286.29 226.787 176.23 1059.5 1047.19 30.7167 2.32146 116.217 101.578 323737 88961.1 31729.8 4674.68 794.959 57231.3 12801.4 5309.65 1273.02 745.418 568.355 296.152 44430 26345.9 10934.1 18084 15411.8 4498.13 2543.44 internal_count=1411186 9050 8962 1290 914 7672 7602 1188 336 589 516 1402136 380659 132457 19308 3286 248202 54857 22529 5464 3327 2572 1211 193345 116410 48328 76935 68082 18957 10891 is_linear=0 shrinkage=0.03 Tree=426 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 2 2 2 0 2 0 2 2 0 2 0 3 2 2 1 2 0 2 2 2 2 1 0 0 split_gain=4.544 6.10562 6.29443 6.28384 25.4559 5.55513 49.7325 10.584 6.56391 5.35279 5.85811 4.52813 11.4115 21.1714 33.2133 18.0931 16.494 30.1317 44.4466 42.0259 24.2134 34.8169 20.0942 37.8861 27.9317 17.2277 37.453 25.2076 17.4153 17.0373 threshold=-20.499999999999996 2.5000000000000004 182.51656341552737 -66.499999999999986 99992.636718750015 46.500000000000007 6368.3278808593759 1846.5046997070315 291.56593322753912 65.500000000000014 2362.8337402343755 49.500000000000007 3751.9816894531255 5118.9267578125009 71.500000000000014 4712.1987304687509 66.500000000000014 2.9229999780654912 1494.5967407226565 2078.127319335938 -1.4999999999999998 3673.077514648438 68.500000000000014 3290.9838867187505 2623.7399902343755 361.94923400878912 279.21791076660162 8.5000000000000018 73.500000000000014 71.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 -1 8 7 -7 -4 10 -9 -2 16 14 -14 -16 -13 18 25 29 21 -21 23 24 -22 26 -18 -27 -28 -20 right_child=11 2 5 -5 -6 6 -8 9 -10 -11 -12 12 13 -15 15 -17 17 -19 19 20 22 -23 -24 -25 -26 27 28 -29 -30 -31 leaf_value=-0.18606568342724208 -8.7408304550030147e-05 0.021814540101488783 0.024078407078459714 0.019065702041343606 0.030378953878931247 -0.00023194963950685241 0.023469676217537819 -0.023966874453895032 0.0018983231948826078 -0.032552966782223712 -0.0084519506296878398 0.00019782395025732849 0.0036294621869947296 0.00029816166832380241 -0.0065904261856476716 0.0027709591167647905 0.0026391145317601144 0.00029216890385126265 -0.020840820482111926 -0.0018055821805763698 0.0025608687219122531 -0.027276963673348996 -0.0055189559967102741 0.009516826767470182 -0.030248511784110522 9.4071362781869813e-05 -0.0064533771538797489 0.023468085205487953 0.02750435815169543 -0.0056501804830033061 leaf_weight=0.68518755305558721 234776.52580993075 13.503852486610411 12.151929169893263 27.917914420249872 1.7082184730097651 60.019765108823776 49.766049176454544 31.800002232193947 1015.4204122014344 14.856412872672079 70.374790504574776 43439.793485403061 3879.0920839756727 27054.314209967852 498.65347971022129 296.17751550674438 659.12519939243793 7491.9666215181351 233.07894729077816 99.887061521410942 49.669159114360809 93.514266580343246 683.95890670269728 248.46400801837444 44.076730147004128 2712.5221581757069 1318.9999280869961 42.170436769723892 13.73393554985523 92.948574423789978 leaf_count=14 1021477 88 70 852 322 325 376 158 6414 73 358 189183 16022 113149 2075 1211 2845 32328 973 416 201 384 3003 1060 178 11359 5618 207 58 389 internal_value=-1.12427e-05 0.00176009 0.00144198 0.0150663 -0.0315851 0.00122266 -0.00302667 -0.0104743 0.00216062 -0.0157272 -0.0132807 -1.8346e-05 0.000163934 0.000620266 0.00248472 -0.0031021 -8.90826e-05 -0.000993251 -0.00252378 -0.00694235 -0.00438462 -0.0141216 -0.00254949 0.00338544 -0.0128652 -0.00108498 -0.00321045 0.000451894 -0.00610344 -0.0165101 internal_weight=325027 1298.2 1267.89 30.3113 2.39341 1254.39 226.817 177.051 1027.57 117.031 102.175 323729 88952.1 31728.2 4673.92 794.831 57223.9 13784.1 6292.15 1545.6 1219.57 193.401 1026.17 342.21 93.7459 4746.55 1991.86 2754.69 1332.73 326.028 internal_count=1411186 9050 7862 1188 336 7774 1290 914 6484 589 516 1402136 380659 132457 19308 3286 248202 59019 26691 6604 5242 800 4442 1439 379 20087 8521 11566 5676 1362 is_linear=0 shrinkage=0.03 Tree=427 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 2 2 2 0 2 0 0 2 1 2 2 1 2 2 1 2 0 2 2 0 0 2 0 2 split_gain=4.28545 5.85176 6.01393 5.90043 20.495 5.22613 47.1697 9.8462 6.27479 4.90517 5.4116 4.46621 6.08488 8.05276 18.969 8.71497 5.92056 4.5863 4.75772 6.28929 6.75053 4.43861 4.2604 10.7379 20.0564 35.2159 31.8322 15.9663 32.0949 19.8989 threshold=-20.499999999999996 2.5000000000000004 182.51656341552737 -66.499999999999986 99992.636718750015 46.500000000000007 6368.3278808593759 1846.5046997070315 291.56593322753912 65.500000000000014 2362.8337402343755 22.500000000000004 16.500000000000004 11270.709472656252 -31.499999999999996 27583.159179687504 79002.019531250015 -44.499999999999993 636.29287719726574 6665.8681640625009 -32.499999999999993 930.90408325195324 49.500000000000007 3751.9816894531255 6088.5393066406259 73.500000000000014 51.500000000000007 1045.9146118164065 51.500000000000007 930.90408325195324 decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 7 -7 -4 10 -9 12 21 17 -15 -16 -13 -14 -19 -20 -21 -10 -2 27 25 26 -25 29 -29 -24 right_child=22 2 5 -5 -6 6 -8 9 11 -11 -12 16 13 14 15 -17 -18 18 19 20 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=-0.1547217040793952 -8.478584738120879e-05 0.02144885275597103 0.023671541567864329 0.018811341738512476 0.030367822112226099 -0.00022496489339307466 0.023131443156553456 -0.02302149868671273 0.019833111674487328 -0.031142483841815199 -0.0081675296712204193 0.003814606221127202 -0.019183414634403016 0.019462771225044227 -0.028337543088043253 -0.0076392375708320276 0.02781387258969804 -0.01804625770977604 0.014216942024416077 0.016186850763371813 -0.0079344524983803438 0.001773034995266188 0.00028177819427279056 -0.0038030596437127052 0.00020271907493623218 -0.002628457940223033 0.0037432958812609139 0.0013364334928985062 -0.0010945347961191854 0.0048876463798708959 leaf_weight=0.79729154333472529 234777.09868908382 13.32479354739189 11.992405161261557 27.453623452456668 1.6583314775489271 60.026657626032829 48.990739494562149 32.107871472835541 12.614406846463678 15.060195654630659 70.636648043990135 370.8890782520175 8.9771732017397863 15.481586642563341 33.604530647397041 40.219928860664368 9.4881048351526243 8.6907894015312177 39.670077845454216 14.208243571221827 39.391018986701965 421.1669317856431 27161.982610218227 557.2936372756958 24790.825870869681 1207.4135765507817 5171.1224555075169 6208.2913717031479 22981.753129348159 871.28589861094952 leaf_count=14 1021477 88 70 852 322 325 376 158 102 73 358 2084 85 95 139 164 42 45 222 91 219 3126 115554 2470 103808 4979 21200 29164 99750 3734 internal_value=-1.09034e-05 0.00171046 0.00140074 0.0148262 -0.029727 0.00118757 -0.00293352 -0.0101142 0.00209829 -0.0151531 -0.0128094 0.00184325 0.000301409 -0.00402423 -0.0107295 -0.017061 0.00441324 0.00137356 0.00318351 0.00516169 -0.00154031 0.00229822 -1.7797e-05 0.000159015 0.000601688 0.00202773 0.00300914 -8.64188e-05 -0.000577504 0.000424931 internal_weight=325024 1296.45 1266.54 29.9092 2.45562 1253.22 226.822 177.831 1026.39 117.805 102.745 1014.4 634.025 200.243 89.306 73.8245 380.377 110.937 101.96 93.2693 53.5993 433.781 323727 88950 31726.7 6935.83 5728.42 57223.3 29190 28033.3 internal_count=1411186 9050 7862 1188 336 7774 1290 914 6484 589 516 6414 4288 1060 398 303 2126 662 577 532 310 3228 1402136 380659 132457 28649 23670 248202 128914 119288 is_linear=0 shrinkage=0.03 Tree=428 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 2 2 2 2 2 2 1 0 2 0 0 1 2 2 2 0 1 0 0 2 2 1 0 0 split_gain=4.04414 5.60572 5.74482 5.55641 17.0457 4.91909 44.7457 9.16555 6.01878 6.94638 14.2934 9.17995 5.42966 4.50389 5.00503 4.23432 4.0087 10.2173 23.145 32.9675 29.6484 57.748 37.2459 30.2457 23.3827 19.6274 57.1809 40.6366 18.4663 16.77 threshold=-20.499999999999996 2.5000000000000004 182.51656341552737 -66.499999999999986 99992.636718750015 46.500000000000007 6368.3278808593759 1846.5046997070315 361.94923400878912 755.62243652343761 1384.018249511719 684.96466064453136 -24.499999999999996 65.500000000000014 2362.8337402343755 53.500000000000007 49.500000000000007 -4.4999999999999991 21324.808593750004 1846.5046997070315 3673.077514648438 35.500000000000007 -8.4999999999999982 11.500000000000002 41.500000000000007 8173.5148925781259 4255.0842285156259 -10.499999999999998 35.500000000000007 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 3 -3 4 -1 8 7 -7 -4 11 12 -10 -11 14 -9 -8 17 18 19 24 28 22 23 -22 -2 26 -23 -28 -21 -20 right_child=16 2 5 -5 -6 6 15 13 9 10 -12 -13 -14 -15 -16 -17 -18 -19 29 20 21 25 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.13264264148762614 -0.0024033085190428064 0.021087527600403458 0.017441471609804138 0.018556889307869227 0.030357014412196348 -0.00021819129655548005 0.0085033644543957669 -0.02212676515143246 -0.0030282996227327494 0.0077612783076422233 0.0013804280022649865 -0.036991661486782068 0.027705113190344882 -0.029823318695709197 -0.0078938932343605994 0.02832426165499961 0.00015425036152003408 -0.00012739456421103799 -0.0029227828190974904 0.0011327558000225298 0.011902135921627926 -0.00071801662978767257 0.0061255764089719351 -0.0024165416736437388 0.0034328194462851375 0.0011913892852646205 0.012671924763574944 -0.0210600217337862 0.0084163059921813846 0.0053428461503080829 leaf_weight=0.90032780729234496 2511.0767541080713 13.149195082485674 22.335756197571754 27.002049021190032 1.6098846774548292 60.033342316746712 13.452015712857245 32.399460688233376 35.290258921682835 23.963093541562557 908.98656263388693 8.986288405954836 25.211110129952431 15.251550599932669 70.888748109340668 34.779583066701889 88946.733850156888 223161.57370907022 1949.5972047927789 437.83687506616116 152.49119665543549 549.95030708611012 2052.542058701627 1026.6312590539455 819.49284000694752 464.33953236043453 36.576516836881638 265.13235856592655 1101.2673226594925 249.14545114338398 leaf_count=14 11717 88 130 852 322 325 89 158 206 158 5793 49 148 73 358 287 380659 965020 10225 2204 1007 2562 9956 4895 3787 1933 153 1082 5919 1017 internal_value=-1.05722e-05 0.00166306 0.00136146 0.014588 -0.0281054 0.00115422 -0.00284359 -0.00976874 0.00203902 0.00169583 0.00223266 -0.00992144 0.0179863 -0.0146055 -0.0123585 0.0227961 -1.72633e-05 -8.22421e-05 0.000785201 0.00143226 0.00274526 0.00152721 0.0036845 -0.000564764 -0.000967318 -0.00377042 -0.00647568 -0.0169707 0.00634432 -0.00198618 internal_weight=325019 1294.24 1264.73 29.5123 2.51021 1251.58 226.805 178.573 1024.77 1002.44 958.161 44.2765 49.1742 118.54 103.288 48.2316 323724 234778 11616.1 9417.34 6086.77 4547.66 3231.66 1179.12 3330.57 1316 851.659 301.709 1539.1 2198.74 internal_count=1411186 9050 7862 1188 336 7774 1290 914 6484 6354 6099 255 306 589 516 376 1402136 1021477 56457 45215 29711 21588 15858 5902 15504 5730 3797 1235 8123 11242 is_linear=0 shrinkage=0.03 Tree=429 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 2 2 2 0 0 2 1 2 2 1 2 2 1 2 0 0 2 1 2 2 2 1 1 0 split_gain=3.81469 5.36891 5.48736 5.24352 14.5045 4.62847 42.4649 8.53696 5.80609 4.18548 5.66145 7.61674 17.8666 8.14127 5.64215 4.24919 4.42664 6.01339 6.40108 4.20554 4.16463 4.143 4.6341 4.08789 3.82015 11.5335 9.73512 6.02482 3.81612 7.36955 threshold=-20.499999999999996 2.5000000000000004 182.51656341552737 -66.499999999999986 99992.636718750015 46.500000000000007 6368.3278808593759 1846.5046997070315 291.56593322753912 22.500000000000004 16.500000000000004 11270.709472656252 -31.499999999999996 27583.159179687504 79002.019531250015 -44.499999999999993 636.29287719726574 6665.8681640625009 -30.499999999999996 930.90408325195324 53.500000000000007 65.500000000000014 2362.8337402343755 -27.499999999999996 780.74472045898449 1018.5688781738282 503.44865417480474 -25.499999999999996 -28.499999999999996 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 3 -3 4 -1 8 7 -7 -4 10 19 15 -13 -14 24 -12 -17 23 -19 -10 -8 22 -9 -18 26 -26 27 -11 29 -27 right_child=-2 2 5 -5 -6 6 20 21 9 14 11 12 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=-0.11616038998262276 -1.6740930458544257e-05 0.020730420554564796 0.022975050945683192 0.018302399397994395 0.030346525249587364 -0.00021162220904487049 0.0082916323085015543 -0.021278705287293254 0.019391192446873907 -0.015552349397595484 -0.018301432641855256 0.01903674445066561 -0.02742794992203855 -0.0074456927597325836 0.027172794409762939 -0.017288759165017598 -0.0014426505750013347 0.013342973954331327 -0.0087613643072683191 0.0016656524710105425 0.02804085711011774 -0.028586525278232636 -0.0076305410027966685 0.019996008962595527 0.033597120100122981 0.013559082816580081 -0.032479245324496378 0.014614477142962974 0.0011313833675543018 -0.0023047196242987904 leaf_weight=0.99562074244022647 323717.47980331525 12.977062515914438 11.719480343163012 26.562874643830582 1.5628373045474291 60.039825245738029 13.38272140920162 32.675695061683655 12.402168504893778 9.3737959638237935 9.112017482519148 15.322148643434046 33.726304531097412 40.250764206051826 9.4074275791645032 8.7719870209693891 11.179493784904478 17.517646856606007 36.065892934799194 420.20023855939507 34.087663985788822 15.431243911385534 71.131497785449028 28.187386155128479 11.92938409745693 74.389897800981998 9.1000931337475759 16.353035673499111 207.79605866968632 40.815912492573261 leaf_count=14 1402136 88 70 852 322 325 89 158 102 55 85 95 139 164 42 45 64 112 198 3126 287 73 358 158 69 472 49 86 1099 254 internal_value=-1.02467e-05 0.00161633 0.00132277 0.0143517 -0.0266665 0.00112135 -0.00275674 -0.00943728 0.00198041 0.00173726 0.000243679 -0.00392845 -0.0104486 -0.0165556 0.00422968 0.00132485 0.00308291 0.00500544 -0.00153497 0.00217382 0.0224732 -0.0140827 -0.0119266 0.0139078 0.00364596 0.00462925 -0.00581038 0.00362293 0.00355938 0.00793875 internal_weight=325010 1292.47 1263.35 29.1213 2.55846 1250.37 226.749 179.278 1023.62 1011.9 632.736 200.134 89.2992 73.9771 379.166 110.834 101.722 92.9504 53.5835 432.602 47.4704 119.238 103.807 39.3669 369.758 334.931 34.8269 25.7268 323.002 115.206 internal_count=1411186 9050 7862 1188 336 7774 1290 914 6484 6414 4288 1060 398 303 2126 662 577 532 310 3228 376 589 516 222 2084 1894 190 141 1825 726 is_linear=0 shrinkage=0.03 Tree=430 num_leaves=31 num_cat=0 split_feature=2 0 2 1 0 1 0 0 2 0 1 0 2 1 2 0 0 0 0 0 0 2 0 1 1 0 2 0 1 1 split_gain=2.92227 7.1548 20.7651 14.147 12.1229 15.5674 17.3006 16.8459 7.82626 8.60535 12.0808 7.86024 11.6418 6.79044 6.77354 12.5928 12.4425 11.3958 10.2242 14.5196 9.53042 51.7217 11.0024 7.87983 7.42368 6.01406 20.5595 7.14129 5.6036 7.49392 threshold=142.59513854980472 53.500000000000007 65.776599884033217 -3.4999999999999996 59.500000000000007 1.0000000180025095e-35 77.500000000000014 76.500000000000014 87.386707305908217 63.500000000000007 1.5000000000000002 66.500000000000014 113.878231048584 2.5000000000000004 65.776599884033217 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 19.500000000000004 52.500000000000007 135.80005645751956 51.500000000000007 1.0000000180025095e-35 4.5000000000000009 68.500000000000014 113.878231048584 70.500000000000014 2.5000000000000004 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 14 -3 -4 28 6 25 8 9 -7 -11 -10 -13 -14 15 16 23 -16 -19 -20 22 -22 -21 -1 -17 26 -6 -27 -5 -30 right_child=-2 2 3 4 5 7 -8 -9 11 10 -12 12 13 -15 17 24 -18 18 19 20 21 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.023036406913132482 -4.0086801490403609e-05 0.007916844981052492 -0.018294359316026985 -0.0069607787334126552 0.00092058316676469178 0.018674543279226252 0.035845648878407299 -0.030295754801008042 -0.0088988088112696897 -0.020911212871194865 0.018616305103949116 0.028148251932382108 0.00091196852168531212 -0.018945146793560838 0.023311231784409595 -0.0009524213677159026 -0.036032531938611605 -0.02108596583126323 0.023910078635990539 0.0016311898646829308 -0.0067271777455859445 0.045697654720205191 -0.013188979902775864 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-0.00213791 0.00777857 -0.00413845 -0.00413007 0.00086639 -0.00178243 0.00124104 -0.00102226 -0.0178715 0.00185966 0.00171984 0.0018386 0.00166342 0.0123747 0.0014246 -0.0017662 -0.000302562 0.00376019 0.00588749 -0.00467524 -0.0058259 0.00394935 internal_weight=324900 5745.57 1391.54 1199.06 1148.91 694.306 317.553 376.753 356.547 59.6454 28.4879 296.901 144.989 132.158 4354.03 934.622 38.2859 3419.41 3397.27 3379.67 3353.05 73.13 3279.92 20.2914 896.336 301.63 240.883 60.7473 454.602 47.2881 internal_count=1410592 24954 6099 5270 5048 3065 1330 1735 1609 260 126 1349 652 596 18855 4063 243 14792 14650 14543 14418 319 14099 147 3820 1247 1001 246 1983 249 is_linear=0 shrinkage=0.03 Tree=431 num_leaves=31 num_cat=0 split_feature=2 0 2 1 0 1 0 0 2 0 1 0 2 1 2 0 0 0 0 0 0 2 0 1 1 0 2 0 1 1 split_gain=2.75052 6.73564 19.5518 13.2146 11.4115 14.6792 16.6032 16.1794 7.36212 8.05134 11.3881 7.42508 10.8685 6.45193 6.37564 11.9906 11.7979 10.8012 9.69739 13.7284 9.03043 49.3276 10.3785 7.51787 6.95798 5.66549 19.4734 6.71354 5.27798 7.02468 threshold=142.59513854980472 53.500000000000007 65.776599884033217 -3.4999999999999996 59.500000000000007 1.0000000180025095e-35 77.500000000000014 76.500000000000014 87.386707305908217 63.500000000000007 1.5000000000000002 66.500000000000014 113.878231048584 2.5000000000000004 65.776599884033217 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 19.500000000000004 52.500000000000007 135.80005645751956 51.500000000000007 1.0000000180025095e-35 4.5000000000000009 68.500000000000014 113.878231048584 70.500000000000014 2.5000000000000004 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 14 -3 -4 28 6 25 8 9 -7 -11 -10 -13 -14 15 16 23 -16 -19 -20 22 -22 -21 -1 -17 26 -6 -27 -5 -30 right_child=-2 2 3 4 5 7 -8 -9 11 10 -12 12 13 -15 17 24 -18 18 19 20 21 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.022717322674607496 -3.8884176769247564e-05 0.0076826040272283862 -0.017652842875565507 -0.0067582189725023502 0.00089311485970195576 0.018027417133453721 0.035312772500649292 -0.029893440836807391 -0.0086586863197364201 -0.020411985732550236 0.017953376070045809 0.027086147390877367 0.00088436730234812012 -0.018547475151265758 0.022753622520686821 -0.00092384840003216138 -0.035279342779832239 -0.020644073043201927 0.02329025124413097 0.0015822173490368293 -0.0065326546288790839 0.04487118751883195 -0.01283369502672939 -0.015540237624875646 0.01078672247349397 -0.012615756013122209 0.020815867898651721 0.0077686839312814809 0.014544309625477042 -0.008636289956231686 leaf_weight=7.2330010160803804 319154.74584416882 192.39379814267159 50.415299415588379 406.94203501939774 182.29650956392288 31.305375799536705 15.68217024207115 19.868591196835041 151.44860403239727 16.29823783040047 12.157563239336012 12.932840690016745 114.25599247217178 17.76987424492836 22.00764250010252 848.2756572663784 17.829846762120724 17.440412998199463 26.503684736788273 3234.2770031988621 46.432741060853004 26.32763746380806 45.579712651669979 12.809838131070137 48.261509120464325 36.673264369368553 58.269377067685127 24.094702810049057 25.446785971522331 21.884340643882751 leaf_count=60 1385638 829 222 1734 754 134 83 126 697 72 54 56 502 94 142 3592 96 107 125 13889 205 114 210 87 228 148 247 98 120 129 internal_value=-2.71749e-05 0.000623527 -0.00119451 -0.00262044 -0.00195989 0.00046239 0.00521754 -0.00354641 -0.00207666 0.00752905 -0.00402062 -0.00401335 0.000839955 -0.00173104 0.00120412 -0.000991935 -0.0175266 0.00180438 0.00166864 0.0017838 0.00161378 0.0120673 0.00138188 -0.00173396 -0.000293456 0.00365131 0.00571876 -0.00453326 -0.0056554 0.00382637 internal_weight=324898 5743.11 1390.14 1197.74 1147.33 693.053 317.016 376.037 356.168 59.7612 28.4558 296.407 144.959 132.026 4352.98 934.41 37.8727 3418.57 3396.56 3379.12 3352.62 72.7604 3279.86 20.0428 896.537 301.334 240.566 60.768 454.273 47.3311 internal_count=1410592 24954 6099 5270 5048 3065 1330 1735 1609 260 126 1349 652 596 18855 4063 243 14792 14650 14543 14418 319 14099 147 3820 1247 1001 246 1983 249 is_linear=0 shrinkage=0.03 Tree=432 num_leaves=31 num_cat=0 split_feature=2 0 2 1 0 1 0 0 2 0 1 1 2 0 0 0 0 0 0 2 0 1 1 0 2 0 0 1 0 1 split_gain=2.58892 6.34108 18.4096 12.3487 10.7419 13.842 15.9372 15.5394 6.92629 7.53567 10.7373 7.07529 6.00116 11.417 11.1894 10.2367 9.19697 12.9817 8.55931 47.0828 9.7899 7.17178 6.52267 5.33724 18.4466 6.31205 5.24368 5.09684 5.49603 11.7983 threshold=142.59513854980472 53.500000000000007 65.776599884033217 -3.4999999999999996 59.500000000000007 1.0000000180025095e-35 77.500000000000014 76.500000000000014 87.386707305908217 63.500000000000007 1.5000000000000002 1.5000000000000002 65.776599884033217 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 19.500000000000004 52.500000000000007 135.80005645751956 51.500000000000007 1.0000000180025095e-35 4.5000000000000009 68.500000000000014 113.878231048584 70.500000000000014 68.500000000000014 1.5000000000000002 58.500000000000007 -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 12 27 -4 -5 6 23 8 9 -7 -11 -10 13 14 21 -14 -17 -18 20 -20 -19 -1 -15 24 -6 -25 -13 28 -3 -30 right_child=-2 2 3 4 5 7 -8 -9 11 10 -12 26 15 22 -16 16 17 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.022400411955410971 -3.7717650970063198e-05 0.012925661754922158 -0.017039407549850193 -0.0054899064706099895 0.00086646151982776873 0.017408336310261681 0.034795139406951836 -0.029497943395895662 -0.00067602055296324339 -0.019925528122530775 0.017320205702556535 -0.014577576740325915 0.022207606237641564 -0.00089613336690090616 -0.034545592676822341 -0.020209264381511129 0.022688552372315301 0.001534717988169512 -0.0063436662805986706 0.044091834134696119 -0.012487725686809 -0.015227347615522897 0.010420823353223183 -0.012224213896313537 0.020294012899679262 0.0075426766964224535 0.0016584788388567069 0.016726896563219035 0.01927794766961325 -0.0049581157602647755 leaf_weight=7.1170367822051057 319155.00115715829 50.707805439829826 50.659578964114189 453.94326817989349 182.26734283566475 31.443942159414291 15.441657096147535 19.535989426076412 199.54027590155602 16.196807712316517 12.222923621535299 72.615292847156525 21.874327670782804 848.27523014694452 17.664815634489059 17.283582285046577 26.392070300877094 3234.3450918868184 46.38234843313694 25.994244277477264 45.43936949968338 12.682807236909866 48.454399481415749 36.711868524551392 57.979163691401482 24.072513207793236 23.760611698031425 41.772167295217514 23.707453221082687 76.123567909002304 leaf_count=60 1385638 217 222 1983 754 134 83 126 875 72 54 357 142 3592 96 107 125 13889 205 114 210 87 228 148 247 98 117 172 114 326 internal_value=-2.636e-05 0.000605078 -0.00115998 -0.00254484 -0.00190394 0.000449121 0.00507042 -0.00344764 -0.00201721 0.00728923 -0.00390667 -0.00389989 0.00116831 -0.000962514 -0.017188 0.00175075 0.00161898 0.00173064 0.00156564 0.0117704 0.00134045 -0.00170208 -0.000284626 0.00354567 0.00555495 -0.00439591 -0.0105747 0.00745538 0.00488268 0.000797363 internal_weight=324896 5740.61 1388.7 1196.39 1145.73 691.788 316.473 375.316 355.78 59.8637 28.4197 295.916 4351.91 934.194 37.4647 3417.71 3395.84 3378.55 3352.16 72.3766 3279.78 19.7998 896.73 301.031 240.247 60.7844 96.3759 192.311 150.539 99.831 internal_count=1410592 24954 6099 5270 5048 3065 1330 1735 1609 260 126 1349 18855 4063 243 14792 14650 14543 14418 319 14099 147 3820 1247 1001 246 474 829 657 440 is_linear=0 shrinkage=0.03 Tree=433 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 1 2 3 0 2 2 2 1 1 0 2 0 2 2 2 2 2 0 0 2 2 2 0 2 2 split_gain=2.49376 21.6616 10.8403 17.5127 25.9395 10.7016 10.5427 32.6493 30.5416 28.1103 43.6583 18.9246 18.4658 16.3134 11.2622 10.8572 20.9708 11.0607 9.1218 13.523 9.35972 9.11217 15.4598 9.08451 9.00095 11.7205 8.02303 11.5103 21.5854 21.5259 threshold=81.500000000000014 37758.167968750007 22629.428710937504 82.500000000000014 30543.693359375004 -6.4999999999999991 10057.160644531252 6.4175000190734872 84.500000000000014 3673.077514648438 2078.127319335938 833.09243774414074 -3.4999999999999996 4.5000000000000009 82.500000000000014 7656.2912597656259 89.500000000000014 5561.5637207031259 715.63015747070324 674.87377929687511 381.33543395996099 1607.8663330078127 83.500000000000014 84.500000000000014 4712.1987304687509 3673.2597656250005 12367.713378906252 83.500000000000014 10537.723632812502 11817.106933593752 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -3 7 9 12 10 11 14 -8 21 -2 17 -17 24 19 20 -16 -13 -23 -12 25 -9 27 -14 -29 -30 right_child=1 5 3 -5 -6 -7 8 15 -10 -11 23 13 26 -15 18 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-1.0477662423515283e-05 -0.0050623034861268096 0.03097467236899358 -0.005795149801249881 -0.0067446537066636883 0.035309232991921277 0.0014907093714826192 -0.017435529586553006 0.0015356258486640677 -0.0014167665797383676 -0.0082164947559895205 0.012514035004073462 -0.0074572315262498674 0.010076709624207482 0.011258923899870899 -0.0061026907246254855 0.028302789736103697 0.0013282789352695712 -0.0072518313617924062 0.0076712784692252352 -0.012630108865104701 0.0071462320801428062 -0.0068480523434680607 -0.041472591615680593 0.0016511623251605095 0.011334747364903508 -0.0088209482675461644 0.016574193349030184 -0.031497964816936494 0.014244283241796671 -0.012437570461289151 leaf_weight=314523.64492514532 302.71705959737301 11.1187856644392 34.621071040630341 570.69234958291054 22.994807779788971 3133.6710629742593 26.354655206203461 1444.5784891247749 1471.8518516495824 913.17437963932753 194.63156396150589 640.11072248220444 274.35392279922962 40.197875812649727 72.142053708434105 38.167830243706703 80.957395508885384 147.48323526978493 179.49239903688431 68.047666370868683 143.33928886055946 28.380343586206436 19.635713517665863 107.58811955153942 77.068714916706085 105.53072753548622 87.57162219285965 17.725192964076996 71.305163994431496 44.007583439350128 leaf_count=1365569 1327 63 141 2423 96 14077 116 6421 6120 3825 811 2786 1107 213 324 159 353 629 776 290 614 118 85 456 324 475 355 72 289 178 internal_value=-2.55691e-05 -0.000483317 -0.00138795 -0.00515325 0.0106098 0.00159495 -0.00102931 -0.0018185 0.000793345 -0.00393078 -0.00175205 -0.00385556 0.00703321 -0.00731757 -0.000562703 0.00120355 0.00997094 0.000615037 0.00237907 -0.000971238 0.00271056 -0.00840274 -0.0210074 0.00864693 0.00132807 0.000830555 0.00833607 0.00656523 -0.000676228 0.00406151 internal_weight=324893 10369.5 7224.72 628.308 57.6159 3144.79 6596.41 4603.24 1993.17 2709.46 1796.28 1494.06 521.318 728.325 765.738 1893.79 119.125 1774.66 463.021 283.529 215.481 688.127 48.0161 302.22 1627.18 1550.11 494.963 407.392 133.038 115.313 internal_count=1410592 45023 30883 2660 237 14140 28223 19986 8237 11625 7800 6533 2117 3202 3331 8361 512 7849 2004 1228 938 2989 203 1267 7220 6896 2001 1646 539 467 is_linear=0 shrinkage=0.03 Tree=434 num_leaves=31 num_cat=0 split_feature=2 0 2 1 0 1 0 0 2 0 1 0 2 1 2 0 0 0 0 0 0 2 0 1 1 0 2 0 1 1 split_gain=2.43658 5.96093 17.3708 11.5445 10.1167 13.0495 15.3059 14.9088 6.5165 7.05538 10.1255 6.87966 10.15 6.03995 5.64871 10.8703 10.6146 9.70061 8.72168 12.2767 8.11501 44.9742 9.23452 6.84086 6.11565 5.02809 17.4756 5.93511 4.97356 6.60164 threshold=142.59513854980472 53.500000000000007 65.776599884033217 -3.4999999999999996 59.500000000000007 1.0000000180025095e-35 77.500000000000014 76.500000000000014 87.386707305908217 63.500000000000007 1.5000000000000002 66.500000000000014 113.878231048584 2.5000000000000004 65.776599884033217 25.500000000000004 10.500000000000002 13.500000000000002 15.500000000000002 19.500000000000004 52.500000000000007 135.80005645751956 51.500000000000007 1.0000000180025095e-35 4.5000000000000009 68.500000000000014 113.878231048584 70.500000000000014 2.5000000000000004 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 14 -3 -4 28 6 25 8 9 -7 -11 -10 -13 -14 15 16 23 -16 -19 -20 22 -22 -21 -1 -17 26 -6 -27 -5 -30 right_child=-2 2 3 4 5 7 -8 -9 11 10 -12 12 13 -15 17 24 -18 18 19 20 21 -23 -24 -25 -26 27 -28 -29 29 -31 leaf_value=0.022085729397110648 -3.5818945746655084e-05 0.0072478437710936693 -0.016451955671711684 -0.0064013722313267457 0.00084091366825305791 0.016815925366758896 0.034296825936647797 -0.029099682851504455 -0.0082770470808911124 -0.019451031049577672 0.016715266326429938 0.026149148280290579 0.00090121367679571159 -0.018001720248538272 0.021673227660023775 -0.00086893604337496882 -0.033830019216393101 -0.019781184718800523 0.022104413928747284 0.0014889616439216456 -0.0061597491998034715 0.043355722819916717 -0.012150515439087555 -0.014918539967875047 0.010069546586020637 -0.011845796210645574 0.019786914781258609 0.007323558829924191 0.014222706483746321 -0.0082783880666042024 leaf_weight=7.0037156417965898 319152.27584852267 192.13361310958862 50.889869451522827 406.26762506365776 182.23932690918446 31.573701769113541 15.202432096004484 19.199493743479252 150.64689508080482 16.095453113317493 12.284592047333716 13.020335793495176 114.23719418048859 17.550286829471588 21.743577942252159 848.27450861036777 17.499666213989258 17.129964455962181 26.278935253620148 3234.4076146632433 46.332607626914978 25.647942334413528 45.300387889146805 12.558611750602722 48.639036357402802 36.74658040702343 57.686494186520576 24.05034127831459 25.535905346274376 21.71371191740036 leaf_count=60 1385638 829 222 1734 754 134 83 126 697 72 54 56 502 94 142 3592 96 107 125 13889 205 114 210 87 228 148 247 98 120 129 internal_value=-2.4803e-05 0.000587922 -0.00112461 -0.00247081 -0.00184889 0.000437353 0.00492814 -0.00334994 -0.00195892 0.00705891 -0.00379608 -0.00378882 0.000880391 -0.00161611 0.00113389 -0.000933655 -0.0168552 0.00169904 0.00157112 0.0016794 0.00151926 0.0114835 0.00130057 -0.00167025 -0.000275749 0.00344346 0.00539619 -0.00426269 -0.00532997 0.00388226 internal_weight=324890 5737.89 1387.07 1194.94 1144.05 690.533 315.925 374.608 355.408 59.9537 28.38 295.455 144.808 131.787 4350.82 933.976 37.062 3416.84 3395.1 3377.97 3351.69 71.9805 3279.71 19.5623 896.914 300.723 239.926 60.7969 453.517 47.2496 internal_count=1410592 24954 6099 5270 5048 3065 1330 1735 1609 260 126 1349 652 596 18855 4063 243 14792 14650 14543 14418 319 14099 147 3820 1247 1001 246 1983 249 is_linear=0 shrinkage=0.03 Tree=435 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 2 0 0 2 0 2 2 2 3 3 1 2 2 1 2 3 1 3 3 2 0 1 0 2 split_gain=3.40956 44.326 98.4721 98.2935 74.782 80.3466 39.5025 37.6276 32.8628 53.4667 43.6971 32.4745 32.1527 32.0899 49.4272 40.1155 31.1516 29.4768 48.6432 32.4041 29.4012 122.456 33.9109 36.9331 32.098 29.329 43.3654 29.1399 28.0687 27.7266 threshold=5947.2192382812509 2.3904999494552617 11270.709472656252 1.532000005245209 8173.5148925781259 1.1510000228881838 8374.6435546875018 44.500000000000007 26.500000000000004 2362.8337402343755 5.5000000000000009 9139.0400390625018 2623.7399902343755 10798.300781250002 4.4095001220703134 2.5095000267028813 -3.4999999999999996 636.29287719726574 361.94923400878912 1.0000000180025095e-35 7128.9062500000009 3.0835000276565556 -1.4999999999999998 4.1315000057220468 2.7749999761581425 356.29209899902349 13.500000000000002 -1.4999999999999998 15.500000000000002 3997.433227539063 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 -2 -5 11 9 17 12 -6 -11 14 15 -3 -12 18 25 -20 21 -17 -23 -24 -22 -1 -27 -7 -19 -10 right_child=1 13 -4 6 7 27 -8 -9 29 10 16 -13 -14 -15 -16 20 -18 28 19 -21 24 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0019230689721979556 0.0012902089733146348 -0.011622522250201947 2.2389020719858936e-05 -0.0035937604521380597 -0.0012411408510628178 -0.00042290653878037651 -0.010158199664010716 -0.00049267931706000433 0.00014082580721839694 -0.011215132700296188 0.0022785009668530812 0.0097157184316391271 0.0026566653564764312 -0.00010232573485644324 -0.00061670760448873498 0.0054532408576543614 -0.0032701778402098214 -0.00019272702909169922 -0.00031127273167871851 -0.0032308526347590897 -0.0084945263608398117 0.0031943356160615177 -0.0044483353510879255 -0.021568470736373788 0.0041829802262257978 -0.03332778723585926 0.020637116437254136 -0.010126804990808128 0.002055390765966792 0.0014435177621855075 leaf_weight=2687.4064678885043 1215.1400564983487 180.58500941097736 23110.889610603452 1348.3571970164776 362.97077487409115 334.72350977361202 2125.7208766639233 2636.3592587858438 135168.56274456903 161.7868694588542 989.58088431507349 739.34412710368633 2133.2091606399044 67781.025026625255 7845.9128883183002 2635.5595974251628 11414.704681873322 11551.399995241314 7402.3788316324353 6361.8028279095888 184.4548504948616 509.72726409882307 1953.0034184455872 120.39930346608162 7036.8801598399878 14.83792110532522 138.46548457443714 1658.3304399326444 8810.8267950937152 16499.651546671987 leaf_count=11987 5347 741 95132 5572 1501 1368 8698 10934 578632 773 4818 3034 14832 309882 33575 10896 47851 52585 30998 27457 756 2282 7856 485 29020 72 658 7248 37532 69051 internal_value=-1.52426e-05 -0.000140779 -0.00106929 -0.00349034 -0.00142992 -0.00479003 -0.00761041 0.00145342 5.99429e-05 -0.000593505 -0.00212395 0.00610784 0.00167877 0.000212031 0.00125312 0.00241554 -0.00282752 1.50485e-05 -0.000923049 -0.0016607 0.00261932 0.000903702 -0.00373818 -0.00544248 0.00385916 0.00265113 0.015414 -0.00849708 0.000780044 0.000282543 internal_weight=325114 121779 33531.8 10420.9 6946.87 3208.19 3474.08 3738.67 203335 51666.4 14699.3 1102.31 2295 88247.5 20466.5 12620.6 12404.3 36967.1 16604.9 13764.2 12440 5218.69 2583.13 2073.4 7221.34 2840.71 153.303 1993.05 20362.2 151668 internal_count=1411573 534327 138834 43702 29432 13963 14270 15469 877246 229563 68274 4535 15605 395493 85611 52036 52669 161289 71172 58455 51295 21519 10623 8341 29776 12717 730 8616 90117 647683 is_linear=0 shrinkage=0.03 Tree=436 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 0 0 2 0 2 2 2 3 3 1 2 2 2 1 2 0 2 3 1 3 2 1 2 split_gain=3.20839 41.7142 92.7138 92.5173 70.4471 75.8104 39.5228 35.3922 30.9235 50.3123 41.1176 30.5324 30.2377 30.2015 46.5286 37.7252 29.3087 28.0237 27.7401 45.7837 30.5336 27.7229 40.9035 27.6742 116.63 51.6641 30.2022 27.5601 27.5445 27.3822 threshold=5947.2192382812509 2.3904999494552617 11270.709472656252 1.532000005245209 8173.5148925781259 1.1510000228881838 1.0000000180025095e-35 44.500000000000007 26.500000000000004 2362.8337402343755 5.5000000000000009 9139.0400390625018 2623.7399902343755 10798.300781250002 4.4095001220703134 2.5095000267028813 -3.4999999999999996 8374.6435546875018 636.29287719726574 361.94923400878912 1.0000000180025095e-35 356.29209899902349 13.500000000000002 7128.9062500000009 3.2575000524520878 -2.4999999999999996 2.7749999761581425 10537.723632812502 -1.4999999999999998 9587.6123046875018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 3 4 5 -2 17 11 9 18 12 -6 -11 14 15 -3 -12 -5 19 21 -21 -1 -23 24 -17 -26 29 -16 -7 -25 right_child=1 13 -4 6 7 28 -8 -9 -10 10 16 -13 -14 -15 27 23 -18 -19 -20 20 -22 22 -24 26 25 -27 -28 -29 -30 -31 leaf_value=0.0018654460041203228 0.0012512603737524501 -0.011262555817549558 2.171737110230916e-05 1.5420613909576317e-05 -0.0012040685806065604 -0.00041022137150103659 -0.010868532490497558 -0.0004779103880928053 0.0002740669356646367 -0.010869003905859266 0.0022122322488046316 0.0094197636456188581 0.0025780813423260012 -9.9254904435038834e-05 -0.0011029792889097709 0.0042998909257636522 -0.0031721174020206545 -0.0074478715971401932 0.00075666048733017777 -0.00030191778316381122 -0.0031365850610472128 -0.032323880067245826 0.020093304277953482 0.0018313673990488953 0.0080314108045009391 -0.0068600646268173384 0.004059227465860806 0.0056643566196506569 -0.0098466357315491887 -0.021499490013019429 leaf_weight=2687.3080478161573 1215.3717576414347 180.76325510442257 23110.88181194663 757.70791186392307 362.92267297208309 334.72182968258858 1589.6650758236647 2636.2978603094816 151668.03174610063 161.9286672398448 988.66176196187735 739.69060790538788 2132.3000006300863 67781.758517812006 7260.9154626652598 3296.8955835625529 11414.545335769653 1125.2265992611647 20361.765513408929 7402.7844727635384 6356.4931328743696 14.839750863611696 137.95440329611301 104.93537382781506 239.57921177148819 1680.1084574460983 7033.9152247980237 585.26800292916596 1654.4102696180344 79.630346700549126 leaf_count=11987 5347 741 95132 3099 1501 1368 6595 10934 647683 773 4818 3034 14832 309882 31098 13618 47851 4576 90117 30998 27457 72 658 430 1115 6786 29020 2477 7248 326 internal_value=-1.47874e-05 -0.00013657 -0.00103739 -0.00338731 -0.00138781 -0.00465187 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28.7089 28.4245 43.7998 35.4794 26.5533 32.6091 26.4419 71.9662 29.7197 34.6202 26.3642 26.049 110.026 threshold=5947.2192382812509 2.3904999494552617 11270.709472656252 1.532000005245209 8173.5148925781259 1.1510000228881838 1.0000000180025095e-35 44.500000000000007 26.500000000000004 2661.5908203125005 5.5000000000000009 1.0000000180025095e-35 2704.067260742188 1.0000000180025095e-35 660.98522949218761 14.500000000000002 12.500000000000002 9139.0400390625018 10798.300781250002 4.4095001220703134 2.5095000267028813 3.653500080108643 79002.019531250015 45.500000000000007 361.94923400878912 2.5000000000000004 2362.8337402343755 8374.6435546875018 7128.9062500000009 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=8 2 3 4 5 -2 27 17 9 13 11 -11 -13 -1 -15 -16 -17 -6 19 20 -3 22 -20 24 -10 -26 -27 -5 29 -22 right_child=1 18 -4 6 7 -7 -8 -9 23 10 -12 12 -14 14 15 16 -18 -19 21 -21 28 -23 -24 -25 25 26 -28 -29 -30 -31 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17765.7 9757.37 4637.95 1102.87 88239.9 20457.4 12611.1 67782.5 11131 151669 69822.3 44683.1 5608.75 1883.02 12430.2 5214.55 internal_count=1411573 534327 138834 43702 29432 13963 14270 15469 877246 229563 62753 14041 3922 166810 76142 41473 19439 4535 395493 85611 52036 309882 45217 647683 293180 186885 23737 7675 51295 21519 is_linear=0 shrinkage=0.03 Tree=438 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 0 0 2 0 2 1 2 2 3 3 1 2 2 3 0 3 1 2 2 0 3 2 2 split_gain=2.84091 36.9449 82.2007 82.048 62.5021 67.4576 35.3058 31.3159 27.3824 44.7717 36.4226 28.105 27.6145 26.9964 26.75 41.2265 33.3681 26.1286 25.9396 25.1478 71.0004 89.1572 51.0018 41.2626 34.2411 25.0539 34.6213 24.9841 30.682 24.9317 threshold=5947.2192382812509 2.3904999494552617 11270.709472656252 1.532000005245209 8173.5148925781259 1.1510000228881838 1.0000000180025095e-35 44.500000000000007 26.500000000000004 2362.8337402343755 5.5000000000000009 2623.7399902343755 -3.4999999999999996 9139.0400390625018 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0 0 1 2 0 2 1 2 2 0 2 0 3 0 0 0 1 2 1 split_gain=2.84982 34.1134 16.7751 18.1428 17.9475 17.0948 27.1592 16.2088 32.5646 21.5617 15.4247 15.6019 15.2752 13.2786 11.8542 11.5894 39.6578 25.9027 17.0169 16.433 25.6635 20.2099 16.9794 14.9299 28.5671 19.6021 16.5025 15.8304 13.6353 28.1378 threshold=58311.849609375007 56232.490234375007 58.500000000000007 68.500000000000014 40.500000000000007 1.5000000000000002 1.0000000180025095e-35 21.500000000000004 3.5000000000000004 8.545499801635744 5.4584999084472665 14.500000000000002 44.500000000000007 1.5000000000000002 68603.160156250015 3.5000000000000004 33836.650390625007 1.0000000180025095e-35 52483.353515625007 52483.353515625007 89.500000000000014 54479.306640625007 87.500000000000014 2.5095000267028813 16.500000000000004 31.500000000000004 17.500000000000004 4.5000000000000009 28435.229492187504 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 15 4 -4 5 6 -2 9 -9 10 -3 -12 -6 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internal_weight=325042 296477 28565.1 4108.2 24456.9 24012.3 326.881 981.621 350.27 631.351 582.553 128.017 444.581 48.7978 125.27 295495 3203.67 792.766 321.291 292291 1728.82 30.6296 1698.19 1677.3 1242.55 434.754 482.725 445.264 2410.9 177.234 internal_count=1411573 1274043 137530 18390 119140 117261 12778 4619 2013 2606 2392 533 1879 214 797 1269424 24107 4757 2188 1245317 7841 130 7711 7616 5824 1792 1960 1810 19350 1013 is_linear=0 shrinkage=0.03 Tree=440 num_leaves=31 num_cat=0 split_feature=0 2 3 2 1 0 2 1 3 2 2 2 0 1 0 2 2 2 2 3 3 1 3 2 1 1 0 0 0 0 split_gain=4.90807 4.07382 9.94071 5.89121 3.29225 11.2552 6.68091 5.73399 3.29214 8.33628 20.4587 15.2748 12.4017 13.2674 10.8342 9.8139 8.53941 8.23014 18.943 47.468 40.2327 36.7585 26.0855 17.3055 23.9764 17.0783 14.9383 29.4675 13.3517 13.2554 threshold=94.500000000000014 4086.971069335938 21.500000000000004 4337.8815917968759 73.500000000000014 77.500000000000014 13771.215820312502 82.000000000000014 1.1054999828338625 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split_feature=0 2 3 2 1 0 2 1 2 2 0 0 2 1 2 0 0 0 2 1 1 2 2 0 2 2 3 0 3 3 split_gain=4.61974 3.83439 9.35462 5.62192 3.10692 10.592 6.30998 5.4311 3.10682 26.998 26.4245 23.4119 106.881 41.1942 30.8869 21.9764 16.6237 20.1748 22.1317 31.1236 27.4286 19.722 25.6042 21.2052 27.096 19.8085 16.2323 34.9155 25.6562 21.2313 threshold=94.500000000000014 4086.971069335938 21.500000000000004 4337.8815917968759 73.500000000000014 77.500000000000014 13771.215820312502 82.000000000000014 291.56593322753912 310.97680664062506 60.500000000000007 52.500000000000007 211.06961059570315 1.0000000180025095e-35 252.50982666015628 54.500000000000007 67.500000000000014 79.500000000000014 207.88987731933597 -1.4999999999999998 1.0000000180025095e-35 195.44509887695315 203.28157806396487 63.500000000000007 182.51656341552737 157.04295349121097 1.1980000138282778 49.500000000000007 2.0774999856948857 2.3904999494552617 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 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-0.00499678 0.00322798 0.00144441 internal_weight=324788 973.181 186.346 786.834 323814 58.5878 47.3387 27.7725 323756 281786 41970.3 37876.2 7353.76 1556.45 30522.4 952.745 4094.1 939.511 814.79 248.471 211.701 3154.59 2540.73 613.867 344.216 269.651 3379.02 231.872 3147.15 2195.32 internal_count=1410538 4658 871 3787 1405880 278 232 143 1405602 1226052 179550 161807 31335 6451 130472 3928 17743 4140 3567 1052 901 13603 10933 2670 1495 1175 14310 1043 13267 9267 is_linear=0 shrinkage=0.03 Tree=442 num_leaves=31 num_cat=0 split_feature=0 2 3 2 3 2 2 2 0 1 0 2 2 2 2 1 2 0 2 2 2 2 2 2 3 3 0 2 3 2 split_gain=4.34834 3.60902 8.80319 5.36451 3.06847 7.84414 19.2355 14.3815 11.7 12.4868 10.1617 9.27428 8.03708 8.00498 29.6435 44.0976 32.0789 27.63 18.8941 14.2261 68.5229 24.8948 23.7053 14.9115 29.325 19.1401 25.4501 19.1217 23.7384 14.8878 threshold=94.500000000000014 4086.971069335938 21.500000000000004 4337.8815917968759 1.1054999828338625 17336.302734375004 23400.180664062504 12078.030273437502 50.500000000000007 4.5000000000000009 50.500000000000007 15354.050781250002 27583.159179687504 252.50982666015628 401.18936157226568 1.0000000180025095e-35 468.30728149414068 51.500000000000007 327.07788085937506 1087.538757324219 855.65197753906261 525.85342407226574 1846.5046997070315 503.44865417480474 1.0619999766349795 1.0619999766349795 49.500000000000007 482.89285278320318 1.0205000042915346 2134.5515136718755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 7 10 13 -9 11 -7 -10 -8 -1 15 17 -16 18 -15 20 21 23 -21 24 27 26 -25 28 -18 -24 right_child=1 3 -4 -5 -6 6 12 8 9 -11 -12 -13 -14 14 16 -17 19 -19 -20 22 -22 -23 29 25 -26 -27 -28 -29 -30 -31 leaf_value=0.00050995422806604735 -0.0064352811197297046 -0.022629398917418907 0.0069300903974462095 -0.0026240555396939477 -9.7019163359740785e-06 -0.0041594703985155818 0.0060489622344776757 4.2105367194592831e-05 0.011136564679786692 -0.017558208650559997 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75.011191442608833 13779.227360874414 leaf_count=29474 346 68 525 3719 1283222 818 649 1572 1229 70 618 360 1861 439 677 1533 161 207 277 6868 2306 1933 5617 76 525 607 70 504 315 63892 internal_value=-4.38359e-05 -0.00204646 0.00170791 -0.00293573 -3.78191e-05 -0.000341138 -0.0030068 -0.000244729 0.00378924 0.00742828 -0.0085945 0.00857634 0.000224412 -0.000365755 -0.000685383 -0.00773644 -0.000484728 0.00219513 -0.00341183 -0.000602545 -0.00348718 0.00110223 -0.000358332 -0.00338597 9.65738e-05 -0.0108833 0.0101405 -0.0063188 0.00238878 -0.000727787 internal_weight=324785 972.886 186.31 786.576 323812 27470.4 958.844 26511.5 772.223 391.762 351.316 374.552 607.528 25739.3 18856.7 521.767 18335 227.176 176.488 18174.7 1418.57 955.595 16756.2 513.997 350.97 163.027 31.4538 226.826 113.45 15133.8 internal_count=1410538 4658 871 3787 1405880 122658 3946 118712 3231 1659 1436 1589 2510 115481 86007 2456 83551 923 716 82874 6497 4191 76377 2258 1505 753 146 980 476 69509 is_linear=0 shrinkage=0.03 Tree=443 num_leaves=31 num_cat=0 split_feature=0 2 3 2 2 2 0 0 2 1 2 0 0 0 2 1 1 2 2 0 2 2 3 0 3 3 2 2 2 2 split_gain=4.09287 3.39688 8.28436 5.11841 2.95287 25.4254 24.8457 22.0763 100.472 38.6209 28.7794 20.6204 15.6555 19.0112 20.8133 29.2691 25.9179 18.5753 24.3087 19.9544 25.443 18.75 15.2376 32.9608 24.1287 19.9952 14.8512 13.4785 13.1773 13.0284 threshold=94.500000000000014 4086.971069335938 21.500000000000004 4337.8815917968759 291.56593322753912 310.97680664062506 60.500000000000007 52.500000000000007 211.06961059570315 1.0000000180025095e-35 252.50982666015628 54.500000000000007 67.500000000000014 79.500000000000014 207.88987731933597 -1.4999999999999998 1.0000000180025095e-35 195.44509887695315 203.28157806396487 63.500000000000007 182.51656341552737 161.84931945800784 1.1980000138282778 49.500000000000007 2.0774999856948857 2.3904999494552617 265.23049926757818 239.406120300293 235.10141754150393 225.45304870605472 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 6 22 7 10 -9 -10 28 27 17 14 -14 -16 -17 19 -19 21 -21 -8 23 -6 -24 -26 -13 -11 -1 -20 right_child=1 3 -4 -5 5 -7 12 8 9 11 -12 26 13 -15 15 16 -18 18 29 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.000203123056448616 -0.0062476199372588559 -0.022189868493832914 0.0067207438143123115 -0.0025457474168168871 -0.011694801095046888 -3.3115474499244506e-05 -0.00122244203565458 -0.00037368674778437807 0.0022684134691810269 0.01955006178259313 -0.002459763179781747 0.011618128012909307 -0.00060142910126726357 -0.010013025369437137 -0.014866270843890842 0.02602133347246598 0.0048603470943358032 -0.027342417302873987 -0.0085140440025703278 0.0023237523826859724 0.024235654993707407 -0.021799168640603186 0.0071202029142221138 0.013865589111175988 0.0001731778143016708 0.0080756343245417736 0.023108611538533188 -0.013095590629456788 0.0020860456881625902 -0.0031546060410171332 leaf_weight=22975.527607269585 72.734027408063412 12.124428063631056 113.53806684166193 774.19801016990095 169.41165713220835 278461.48163690884 220.79641334712505 5797.0505059435964 603.48867213726044 15.169350787997244 5034.6297396719456 777.01257373392582 566.27467156201601 124.46686442941427 36.84349450469017 92.511318311095238 119.22678801417351 41.741230376064777 514.04873850941658 287.12294843792915 57.192640036344528 48.634650096297264 952.02597315609455 62.030295729637146 1853.8699205517769 341.20335909724236 116.39955642819405 45.593721106648445 2510.4401700496674 1982.9045419245958 leaf_count=98459 346 68 525 3719 783 1212020 961 24884 2523 62 21469 3196 2515 573 151 372 529 184 2234 1254 241 214 4000 260 7752 1515 475 195 10544 8515 internal_value=-4.25246e-05 -0.00198573 0.00165696 -0.00284864 -3.6688e-05 -1.72946e-06 -0.00027146 -3.15386e-05 0.00144389 0.00820826 -0.000387082 0.011965 -0.00249229 0.000907209 0.00257524 0.00981177 0.0141059 -0.00350523 -0.00463751 0.00117833 0.00596344 -0.00493672 0.00258513 -0.00484419 0.00313149 0.00140154 0.0131152 -0.00494568 2.23666e-05 -0.00425796 internal_weight=324780 972.595 186.272 786.322 323807 281840 41967.1 37875.3 7354.71 1557.66 30520.6 954.175 4091.76 939.323 814.856 248.582 211.738 3152.44 2538.69 613.747 344.316 269.431 3378.54 231.442 3147.1 2195.07 893.412 60.7631 25486 2496.95 internal_count=1410538 4658 871 3787 1405880 1226330 179550 161807 31335 6451 130472 3928 17743 4140 3567 1052 901 13603 10933 2670 1495 1175 14310 1043 13267 9267 3671 257 109003 10749 is_linear=0 shrinkage=0.03 Tree=444 num_leaves=31 num_cat=0 split_feature=0 1 2 3 2 1 0 2 1 3 2 2 3 3 1 3 2 1 1 0 0 0 3 0 2 3 0 1 2 0 split_gain=3.85239 3.31602 3.80976 5.65651 5.12563 2.93314 9.97417 5.9596 5.14425 2.8763 7.51537 17.0889 41.4495 38.5136 32.4009 24.3008 16.7635 21.9427 15.8221 14.0005 27.7672 12.0781 12.0343 11.6016 8.77481 67.5018 43.695 31.3604 22.3889 22.2034 threshold=94.500000000000014 -1.4999999999999998 4086.971069335938 21.500000000000004 4337.8815917968759 73.500000000000014 77.500000000000014 13771.215820312502 82.000000000000014 1.1054999828338625 225.45304870605472 239.406120300293 1.3535000085830691 1.5979999899864199 1.0000000180025095e-35 1.469500005245209 219.36421203613284 1.0000000180025095e-35 12.500000000000002 39.500000000000007 41.500000000000007 57.500000000000007 1.247500002384186 60.500000000000007 284.12406921386724 1.5979999899864199 54.500000000000007 1.0000000180025095e-35 265.23049926757818 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=5 -2 3 -3 -4 9 -7 -8 -9 -1 16 12 14 15 -12 21 -11 19 22 -18 -21 -14 -16 -19 25 26 28 -28 -13 -30 right_child=1 2 4 -5 -6 6 7 8 -10 10 11 24 13 -15 18 -17 17 23 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.00032807318491515585 -0.010530275497475466 -0.0043659119751546082 -0.022380796562671487 0.0065424766643093534 -0.0022004989210420056 -0.032161357531868086 -0.013415811769210936 0.02207514379583049 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5754.4290836155415 307.2718790769577 502.83776591718197 385.27691195905209 68.347101934254169 leaf_count=122658 177 331 66 513 3571 46 89 65 78 92884 1571 3127 236 9712 58 746 1055 1822 74 328 838 89 1747 413 1138580 24363 1273 2090 1635 303 internal_value=-4.12518e-05 -0.00192678 -0.00157002 0.00234208 -0.00250882 -3.559e-05 -0.00675775 -0.000707899 0.00823914 -3.43772e-05 -7.15175e-06 3.63068e-05 0.0021562 0.000264518 0.00799044 -0.0107349 -0.00053246 -0.00423826 0.0134445 -0.00840303 -0.0129935 0.00317157 0.0144028 0.000287369 9.79385e-06 -0.000984537 0.00375741 0.00913505 0.000108153 -0.00513982 internal_weight=324777 972.305 933.591 180.679 752.912 323804 58.4089 47.1744 27.6836 323746 296281 273643 3380.1 2552.48 827.614 257.583 22638.4 1047.76 448.753 545.635 285.299 78.5874 436.132 502.126 270263 7758.34 2003.91 810.11 1193.8 453.624 internal_count=1410538 4658 4481 844 3637 1405880 278 232 143 1405602 1282944 1185604 14233 10783 3450 1071 97340 4456 1879 2221 1166 325 1805 2235 1171371 32791 8428 3363 5065 1938 is_linear=0 shrinkage=0.03 Tree=445 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 2 2 1 2 0 1 1 2 2 2 2 2 2 1 1 2 1 1 2 2 2 2 2 split_gain=4.51649 28.1408 97.4558 29.6784 16.4102 15.415 49.0977 23.2575 19.1788 17.2442 12.3005 11.4841 18.4697 10.7843 6.8793 6.85106 9.44516 5.89381 17.5725 6.10195 8.9812 6.26156 6.30755 5.88987 5.4324 16.7697 16.4347 15.0707 17.8665 14.1283 threshold=1.5000000000000002 16861.583007812504 17336.302734375004 -1.0000000180025095e-35 11031.315917968752 28435.229492187504 31594.402343750004 23400.180664062504 94085.273437500015 1.0000000180025095e-35 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 29513.294921875004 21324.808593750004 20021.907226562504 13196.084960937502 13515.104003906252 13771.215820312502 1.0000000180025095e-35 -1.4999999999999998 15706.645507812502 -3.4999999999999996 1.0000000180025095e-35 50102.638671875007 45446.361328125007 37758.167968750007 32666.960937500004 71819.058593750015 decision_type=2 2 2 2 2 2 2 2 2 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 10 7 14 15 23 -10 11 -1 13 -13 -7 16 -4 -6 -19 -20 21 -21 -23 -8 25 26 27 28 -25 -26 right_child=-2 2 5 -5 17 6 8 -9 9 -11 -12 12 -14 -15 -16 -17 -18 18 19 20 -22 22 -24 24 29 -27 -28 -29 -30 -31 leaf_value=0.030069848203851821 1.6028221004848533e-05 0.031030708649043497 0.04081593911971438 0.13659466341525844 -0.029676978865066692 0.071450007388885045 0.031054694074354811 -0.024256732366956676 0.014541476794252165 -0.0022183062934977155 0.030791437168539389 0.02186217959641602 0.014293582701453105 -0.036859119608046935 0.035925205392185917 0.045439488975100917 -0.010279750694040742 0.049299483983870893 -0.017988276070125861 -0.026951865437992939 -0.012352224840369685 0.024544729988110945 -0.015860566794259599 0.012367376487213736 0.010708329392935827 0.0058027946261887094 -0.0405388090427517 0.022470617774934715 -0.091116179620878271 -0.016051035343947161 leaf_weight=8.9317836470436287 324107.83277124912 3.7927333572879434 4.7105254884809264 6.5128765106201154 14.281264897435902 9.3233784921467304 4.0847527142614117 37.017679624259472 173.07077304949053 81.163147911429405 14.704342640936373 3.3683508215472129 18.239106237888336 17.127121228724718 10.35447783395648 5.1764639504253855 10.544574685394764 4.4378328248858443 66.738910067826509 3.6055805049836662 55.485878422856331 16.239199422299865 4.424578145146369 3.0823398977518073 44.843700386583805 28.543395470827818 23.161068014800549 9.6518521718680841 2.9278398677706718 29.398997843265533 leaf_count=3856 1388525 134 113 38 175 50 137 448 11487 415 332 145 75 391 72 101 143 73 913 98 691 289 92 57 529 503 266 182 54 265 internal_value=2.12822e-05 0.00240309 0.00647032 0.0977444 -0.0063067 0.00449857 0.00649397 -0.0100757 0.00421768 0.00919098 0.00680442 -0.000595212 -0.00766625 -0.0272085 0.0527569 0.0156172 0.00549776 -0.0112564 -0.0095134 -0.011295 -0.00569418 0.00952779 0.015893 -0.00446067 -0.00548512 -0.0116536 -0.0244878 -0.000751502 -0.0380443 0.000112021 internal_weight=324823 714.945 487.361 10.3056 227.584 477.055 419.606 57.4492 399.928 254.234 62.3707 47.6664 38.7346 20.4955 19.6779 20.4316 15.2551 165.213 150.932 146.494 79.7552 24.2694 20.6638 145.694 141.609 67.3665 38.8231 15.662 6.01018 74.2427 internal_count=1410649 22124 14994 172 7130 14822 14017 805 13895 11902 4799 4467 611 536 122 357 256 2331 2156 2083 1170 479 381 1993 1856 1062 559 293 111 794 is_linear=0 shrinkage=0.03 Tree=446 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 1 2 2 2 0 1 1 2 2 2 2 2 1 1 2 1 2 1 2 2 2 2 2 split_gain=4.27477 26.6031 87.7745 32.8613 20.9553 45.3673 18.2117 16.551 15.5986 14.7307 11.9343 11.0316 17.0015 9.76634 6.1062 5.66273 7.10986 10.0491 5.78412 8.54114 5.88132 6.06722 5.65605 5.43783 10.1839 22.8849 14.6809 13.952 15.1345 5.27981 threshold=1.5000000000000002 16861.583007812504 18300.850585937504 -1.0000000180025095e-35 28435.229492187504 31594.402343750004 94085.273437500015 1.0000000180025095e-35 11031.315917968752 24919.096679687504 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 29513.294921875004 11541.221191406252 13515.104003906252 13196.084960937502 13771.215820312502 1.0000000180025095e-35 -1.4999999999999998 15706.645507812502 -3.4999999999999996 75237.886718750015 1.0000000180025095e-35 50102.638671875007 45446.361328125007 37758.167968750007 32666.960937500004 89063.015625000015 decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 14 22 -8 10 -4 11 -1 13 -13 -6 -10 17 -17 -18 20 -20 -22 -7 24 25 26 27 28 -24 -2 right_child=29 2 4 -5 5 6 7 -9 15 -11 -12 12 -14 -15 -16 16 18 -19 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030067778028823246 4.6330606145389753e-05 0.031095876995738854 0.0043058082475390166 0.12196747639394777 0.067851932960691877 0.031022658078808385 0.014308322859251977 -0.002154001819085614 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23.923563353717327 9.4611073993146402 3.1720605418086052 19676.433286401443 leaf_count=3856 1301857 221 356 44 50 137 11487 415 105 356 332 145 75 391 72 70 913 73 98 691 289 92 57 381 594 322 266 182 54 86668 internal_value=2.06458e-05 0.00234379 0.00630303 0.0793147 0.00407352 0.00632706 0.00411446 0.00900599 -0.00615798 -0.0136981 0.00661717 -0.000564405 -0.00732283 -0.0257323 0.0504828 -0.0110204 -0.00954948 0.0182011 -0.011056 -0.00557525 0.00932368 0.0156379 -0.00430506 -0.00529031 -0.00202218 -0.010926 -0.0232621 -0.00070248 -0.0355993 1.55474e-05 internal_weight=324819 711.3 485.298 14.3802 470.918 417.923 397.98 251.731 226.002 52.995 62.305 47.9574 39.2891 21.0078 19.9424 163.697 153.06 7.88134 145.179 78.9993 24.0759 20.3801 146.249 142.281 108.569 55.99 39.6055 15.6819 6.22083 324108 internal_count=1410649 22124 14994 265 14729 14017 13895 11902 7130 712 4799 4467 611 536 122 2331 2226 143 2083 1170 479 381 1993 1856 1475 881 559 293 111 1388525 is_linear=0 shrinkage=0.03 Tree=447 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 1 2 2 2 0 1 1 2 2 2 2 1 1 2 2 1 2 1 2 2 2 2 2 split_gain=4.0446 25.143 80.5021 25.7949 19.8615 42.0023 17.2895 15.8809 14.8278 14.1817 11.5745 10.6027 15.6719 8.87464 5.53116 6.73444 9.57961 5.48015 8.12115 5.52962 5.83767 5.46453 5.43287 5.16421 9.49229 21.2657 13.1569 12.9506 12.9726 4.96761 threshold=1.5000000000000002 16861.583007812504 18300.850585937504 -1.0000000180025095e-35 28435.229492187504 31594.402343750004 94085.273437500015 1.0000000180025095e-35 11031.315917968752 24919.096679687504 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 11541.221191406252 13515.104003906252 13196.084960937502 13771.215820312502 1.0000000180025095e-35 -1.4999999999999998 15706.645507812502 29513.294921875004 -3.4999999999999996 75237.886718750015 1.0000000180025095e-35 50102.638671875007 45446.361328125007 37758.167968750007 32666.960937500004 89063.015625000015 decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 21 22 -8 10 -4 11 -1 13 -13 -10 16 -16 -17 19 -19 -21 -6 -7 24 25 26 27 28 -24 -2 right_child=29 2 4 -5 5 6 7 -9 14 -11 -12 12 -14 -15 15 17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030065772218133637 4.4940690746146208e-05 0.031062469764116633 0.0041750589130802014 0.11105836989471414 0.064621030096857823 0.030991620828354029 0.014075771551993852 -0.0020915044211686803 -0.031962540128145971 -0.027239345065641202 0.03044689219230098 0.021453092091060506 0.013388186310103365 -0.032478649541361516 -0.018688077845484395 -0.017211880929637487 0.04774215496830455 -0.024151833005807533 -0.011863022781053181 0.024127155482228171 -0.014507298784953502 0.033373574809395061 0.011895823143393578 -0.015384822913788489 0.0071925130778703076 0.018643467157997456 -0.035796197231567788 0.022013831320982617 -0.073544388029621668 -0.00044688856913850872 leaf_weight=8.4127603764645738 304431.0852565933 6.5571329267695537 23.093145908787847 8.1205000877380353 9.6934390366077423 3.8545861467719069 168.30235291947611 80.998796857893467 10.39337173104286 29.397949032485485 14.002385057508944 3.2317692469805506 18.32045204937458 18.269891168922186 3.5710842721164218 65.643961764872074 4.3136714324355125 3.7829630002379444 54.376458741724491 15.554190199822189 4.5494576320052138 10.485353413969278 3.0161457471549502 33.617085441946983 52.888297516852617 16.110331248492002 24.655344352126122 9.2755286395549756 3.4048219174146652 19677.145033899695 leaf_count=3856 1301857 221 356 44 50 137 11487 415 105 356 332 145 75 391 70 913 73 98 691 289 92 72 57 381 594 322 266 182 54 86668 internal_value=2.00283e-05 0.0022852 0.00613727 0.0753207 0.00397118 0.00616385 0.00401312 0.00882297 -0.00601326 -0.0134188 0.00643494 -0.000535633 -0.00700044 -0.0243725 -0.0107902 -0.00934046 0.0176552 -0.0108196 -0.00545796 0.00912279 0.0153842 0.0483842 -0.0041539 -0.00510147 -0.00194011 -0.0104947 -0.022128 -0.000658496 -0.0334102 1.50809e-05 internal_weight=324816 707.893 483.471 14.6776 468.793 416.302 396.123 249.301 224.422 52.4911 62.2373 48.2349 39.8221 21.5017 162.185 151.792 7.88476 143.907 78.2631 23.8866 20.1036 20.1788 146.822 142.968 109.35 56.4622 40.3518 15.6965 6.42097 324108 internal_count=1410649 22124 14994 265 14729 14017 13895 11902 7130 712 4799 4467 611 536 2331 2226 143 2083 1170 479 381 122 1993 1856 1475 881 559 293 111 1388525 is_linear=0 shrinkage=0.03 Tree=448 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 1 2 2 2 0 1 1 1 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 split_gain=3.82719 23.7639 74.1796 20.5451 18.8222 38.9567 16.4127 15.2333 14.1061 13.6478 12.0487 10.1956 14.4648 8.13104 5.22046 4.92726 4.90132 8.85267 19.788 11.8261 12.0486 11.2288 4.83528 6.37667 9.12095 5.18969 7.7204 5.20354 5.61814 4.67388 threshold=1.5000000000000002 16861.583007812504 18300.850585937504 -1.0000000180025095e-35 28435.229492187504 31594.402343750004 94085.273437500015 1.0000000180025095e-35 10270.009765625002 24919.096679687504 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 -1.4999999999999998 -3.4999999999999996 29513.294921875004 75237.886718750015 1.0000000180025095e-35 50102.638671875007 45446.361328125007 37758.167968750007 32666.960937500004 11541.221191406252 13515.104003906252 13196.084960937502 13771.215820312502 1.0000000180025095e-35 -1.4999999999999998 15706.645507812502 89063.015625000015 decision_type=2 2 2 2 2 2 2 2 2 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 -3 9 15 14 -8 10 -4 11 -1 13 -13 -7 -6 17 18 19 20 21 -16 -10 24 -24 -25 27 -27 -29 -2 right_child=29 2 4 -5 5 6 7 -9 22 -11 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 26 -28 28 -30 -31 leaf_value=0.030063821778057546 4.3592498901184937e-05 0.031030111033888655 0.0040482861345585474 0.10219724742673301 0.061703360791646469 0.030961549479757679 0.013843918323759658 -0.0020307613747768314 -0.029863985659148395 -0.026881790096728135 0.032045566286848876 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19677.833921366371 leaf_count=3856 1301857 221 356 44 50 137 11487 415 119 356 318 256 75 280 57 72 381 594 322 266 182 54 70 913 73 98 691 289 92 86668 internal_value=1.94296e-05 0.00222816 0.00597641 0.0718189 0.00387112 0.00600461 0.00391377 0.00864197 -0.00587098 -0.0131419 0.00635941 -0.00050871 -0.00669727 -0.0231161 -0.00400922 0.0464409 -0.0049209 -0.00186257 -0.0100867 -0.0210751 -0.000618706 -0.0314369 -0.010528 -0.00913383 0.0171151 -0.0105859 -0.0053423 0.00892508 0.015132 1.46285e-05 internal_weight=324813 704.52 481.626 14.9226 466.703 414.699 394.31 246.942 222.894 52.0045 61.4675 48.4994 40.3347 21.9779 147.368 20.3886 143.624 110.095 56.908 41.0643 15.7064 6.6114 161.427 150.57 7.89279 142.677 77.5461 23.7015 19.8342 324109 internal_count=1410649 22124 14994 265 14729 14017 13895 11902 7130 712 4785 4467 611 536 1993 122 1856 1475 881 559 293 111 2345 2226 143 2083 1170 479 381 1388525 is_linear=0 shrinkage=0.03 Tree=449 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 1 2 1 2 2 2 0 1 1 2 2 2 2 1 1 2 2 2 0 3 0 0 1 0 1 split_gain=3.62182 22.4604 68.6312 17.8347 36.1919 16.5588 15.579 14.6077 13.4082 13.1286 10.9206 9.80879 13.3656 7.63068 5.28768 6.03599 8.67375 4.91236 7.33809 4.90054 5.40796 4.47366 4.4116 16.4816 13.2041 18.3416 13.148 19.8603 9.9621 9.40024 threshold=1.5000000000000002 16861.583007812504 18300.850585937504 28435.229492187504 31594.402343750004 -1.0000000180025095e-35 94085.273437500015 1.0000000180025095e-35 11031.315917968752 24919.096679687504 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 -5.4999999999999991 11541.221191406252 13515.104003906252 13196.084960937502 13771.215820312502 1.0000000180025095e-35 -1.4999999999999998 15706.645507812502 29513.294921875004 79002.019531250015 21.500000000000004 1.532000005245209 44.500000000000007 6.5000000000000009 3.5000000000000004 49.500000000000007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 5 9 21 -3 -6 -8 10 -4 11 -1 13 -13 -10 16 -16 -17 19 -19 -21 -5 -2 26 25 -25 27 -24 29 -27 right_child=22 2 3 4 6 -7 7 -9 14 -11 -12 12 -14 -15 15 17 -18 18 -20 20 -22 -23 23 24 -26 28 -28 -29 -30 -31 leaf_value=0.030061931998435966 4.4001086233420348e-05 0.030998766121696344 0.0039253714631257743 0.059054719394945408 -0.0038706046655515042 0.094848465576348948 0.01361286121661129 -0.0019717334125618044 -0.031528007666829019 -0.026520639840694513 0.03015805104659813 0.021235477465058262 0.012548190628404052 -0.02903765323923482 -0.017012889739064941 -0.016449961761638106 0.045976605951764837 -0.021755626564081858 -0.011384930098779575 0.023705007658037361 -0.013302448009399621 0.03106308950724302 -0.00018711651015714738 -0.015481796866790663 0.0015189388345268309 0.012816180608345083 -0.0017393962100150935 0.015618183761591079 -0.0041541660825097819 -0.01636134058066736 leaf_weight=7.9238361483439794 302186.48874639161 6.1877740230411282 23.110189363360405 9.9756960012018681 147.88845173735172 8.9327704906463605 163.80883231828921 80.843603610992432 9.9386295191943628 28.424846582114697 13.330368024297057 3.1631901543587473 18.390538170933723 19.27555556409061 3.6890166625380507 64.640564497560263 4.2161030136048794 3.9487870745360878 53.327319025993347 14.905306048691275 4.6664509959518901 10.597717579454184 8838.3738639168441 98.381881386041641 4737.2101738099009 68.071545124053955 7914.1930409893394 72.136182188987732 182.68183587491512 11.636466577649115 leaf_count=3856 1292400 221 356 50 1993 44 11487 415 105 356 332 145 75 391 70 913 73 98 691 289 92 72 41339 436 20632 285 32310 293 776 54 internal_value=1.88491e-05 0.00217262 0.00582017 0.00377331 0.00584922 0.0687193 0.00381638 0.00846305 -0.005731 -0.0128675 0.00609577 -0.000483482 -0.0064115 -0.0219506 -0.0103393 -0.00892967 0.0165818 -0.010355 -0.00522826 0.00873053 0.0148814 0.0446358 1.41896e-05 -0.000396737 0.0010976 -0.00443491 -0.00084953 -5.91627e-05 -0.000292929 0.00855659 internal_weight=324810 701.186 479.77 464.649 413.114 15.1205 392.541 244.652 221.416 51.535 62.0835 48.7531 40.8293 22.4387 159.332 149.394 7.90512 141.488 76.8479 23.5205 19.5718 20.5734 324109 21922.7 5097.98 360.772 16824.7 8910.51 262.39 79.708 internal_count=1410649 22124 14994 14729 14017 265 13895 11902 7130 712 4799 4467 611 536 2331 2226 143 2083 1170 479 381 122 1388525 96125 22183 1551 73942 41632 1115 339 is_linear=0 shrinkage=0.03 Tree=450 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 2 0 2 0 0 2 0 1 2 2 2 1 0 2 1 2 2 0 2 0 2 0 2 1 2 split_gain=4.83636 15.9433 15.9979 11.5473 10.8641 12.1807 9.79364 14.5386 50.0305 13.816 28.6028 10.7316 13.6858 10.9791 9.58122 20.0292 11.0559 8.9952 48.8439 8.13051 7.53007 34.2233 16.2249 23.9981 28.2652 23.2491 24.5524 25.7285 28.4888 17.1597 threshold=80.500000000000014 31594.402343750004 24919.096679687504 40.666500091552741 279.21791076660162 225.45304870605472 93.500000000000014 39114.154296875007 84.500000000000014 82.500000000000014 33836.650390625007 84.500000000000014 -1.4999999999999998 40737.804687500007 525.85342407226574 444.35388183593756 1.0000000180025095e-35 89.500000000000014 65050.789062500007 2.5000000000000004 58311.849609375007 56232.490234375007 4.5000000000000009 65050.789062500007 2.5000000000000004 79002.019531250015 2.5000000000000004 71819.058593750015 1.5000000000000002 99992.636718750015 decision_type=2 2 2 2 2 2 2 2 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 4 5 -2 7 8 9 -3 -11 12 -9 -13 15 16 -6 19 -19 -15 21 -1 23 24 -22 26 -25 28 -28 -27 right_child=1 6 -4 -5 14 -7 -8 11 -10 10 -12 13 -14 17 -16 -17 -18 18 -20 -21 22 -23 -24 25 -26 29 27 -29 -30 -31 leaf_value=2.958281204293219e-05 0.0041627668725483782 0.034275463499523602 -0.0079666950472202305 0.014480857615639558 0.0077889378976874306 -0.021445179489718667 -0.0018016375789694807 0.0093585956202876033 -0.0055710694707040986 -0.018178918405867047 0.027670011303132604 -0.018737032673549727 -0.0031559508991814548 0.0037911890534486595 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447 426 74 162 88 2838 3819 30724 323 342 402 3104 468 320 4315 73383 807 1620 5789 2249 3240 207 37298 internal_value=-1.8118e-05 -0.000623967 -0.00137812 -0.00110049 -0.0011888 -0.0126243 0.00103906 0.00190832 0.00941389 0.02345 0.0130588 0.00127048 -0.00169758 0.00256227 -0.00107495 0.0051627 -0.00135641 0.00282658 0.00043407 0.00477836 3.99353e-06 4.79976e-05 -0.000487297 0.000643449 -0.00670362 0.00101493 0.00539587 0.00706592 0.00206132 0.000380868 internal_weight=324921 11441 7871.45 7553.18 7510.62 74.0334 3569.54 2733.18 214.079 110.539 56.4009 2519.1 763.908 1755.19 7436.58 215.212 142.772 1733.68 778.898 954.78 313480 287711 25769.8 7913.58 380.864 7532.71 952.38 850.182 442.898 6580.33 internal_count=1411242 49553 33599 32239 32021 350 15954 12054 888 462 236 11166 3285 7881 31671 947 624 7793 3506 4287 1361689 1236776 124913 51530 1940 49590 6503 5696 2456 43087 is_linear=0 shrinkage=0.03 Tree=451 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 3 0 2 0 0 2 0 1 2 2 2 1 0 2 2 0 3 2 2 2 1 1 2 0 0 split_gain=4.5515 15.007 15.1728 10.5357 11.5548 9.22763 9.22152 13.7178 47.3167 13.1448 27.0348 10.1068 12.9077 10.3224 8.83118 18.8786 10.4269 8.47937 45.9072 8.33625 34.8479 25.5279 16.8145 28.293 21.5436 13.3405 13.1562 13.0107 22.7492 12.6563 threshold=80.500000000000014 31594.402343750004 22629.428710937504 279.21791076660162 225.45304870605472 40.666500091552741 93.500000000000014 39114.154296875007 84.500000000000014 82.500000000000014 33836.650390625007 84.500000000000014 -1.4999999999999998 40737.804687500007 525.85342407226574 444.35388183593756 1.0000000180025095e-35 89.500000000000014 65050.789062500007 10057.160644531252 85.500000000000014 6.4175000190734872 3673.2597656250005 1957.453552246094 3008.5642089843755 -2.4999999999999996 -3.4999999999999996 7656.2912597656259 89.500000000000014 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 2 3 4 -2 14 7 8 9 -3 -11 12 -9 -13 15 16 -5 -15 -19 21 26 22 23 25 29 -16 -21 -23 -29 -25 right_child=1 6 -4 5 -6 -7 -8 11 -10 10 -12 13 -14 17 19 -17 -18 18 -20 20 -22 27 -24 24 -26 -27 -28 28 -30 -31 leaf_value=3.8771144457290551e-06 0.0040342227171573774 0.033445931370110642 -0.0066295077542740093 0.0075696082059519406 -0.020924792733812418 0.013409559045223167 -0.0017474535814066311 0.0091161449975784899 -0.0054013334999784834 -0.017593160019231089 0.026984964756002788 -0.018150334471831921 -0.0030592908362848592 0.0046414297276383748 0.0070484593173940581 0.017502448777888369 -0.00873019377571564 -0.018839659474040805 0.0031773516995781755 -0.011894636384222978 -0.0026754163422395825 0.00041100005045723579 -0.0064995112497086283 0.016467070950859926 -0.0017211892455441889 -0.0045326860886259748 0.0062064658391557696 0.030348801347411681 0.0016718341924523768 0.0033911680004425787 leaf_weight=313474.27354804392 25.524339988827705 53.821393519639969 459.079664029181 64.773070782423019 48.250907838344574 40.359140083193779 836.42045947909355 88.652703523635864 103.58907943964005 18.01448966562748 38.223548978567123 21.542825818061829 675.31737785041332 953.48500709235668 94.981191754341125 72.311415880918503 77.680652588605881 97.427980467677116 680.92534935474396 37.938437610864639 1247.7936782389879 1657.7772223874927 1056.4471554160118 137.00235696136951 288.35876471549273 1556.325529307127 761.49714575707912 36.671198651194572 77.540401816368103 129.67875505983829 leaf_count=1361689 125 226 1948 282 225 208 3900 447 426 74 162 88 2838 4287 393 323 342 402 3104 166 5198 7303 4316 568 1288 6799 3083 153 331 548 internal_value=-1.75705e-05 -0.000605402 -0.00133704 -0.00100919 -0.0122896 -0.000895763 0.00100864 0.00185275 0.00915109 0.022848 0.0127054 0.00123333 -0.00164643 0.00248808 -0.000974887 0.00501835 -0.00131875 0.00274481 0.00042144 -0.00115663 0.000457484 -0.00181296 -0.00338722 -0.00189698 0.00396272 -0.00386655 0.00534745 0.00108573 0.0108795 0.0101087 internal_weight=324912 11437.4 7869.99 7410.91 73.7752 7337.14 3567.42 2731 213.649 110.059 56.238 2517.35 763.97 1753.38 7296.78 214.765 142.454 1731.84 778.353 7082.01 2047.23 5034.78 3262.79 2206.35 555.04 1651.31 799.436 1771.99 114.212 266.681 internal_count=1411242 49553 33599 31651 350 31301 15954 12054 888 462 236 11166 3285 7881 31093 947 624 7793 3506 30146 8447 21699 13912 9596 2404 7192 3249 7787 484 1116 is_linear=0 shrinkage=0.03 Tree=452 num_leaves=31 num_cat=0 split_feature=1 2 1 2 0 2 2 2 2 0 1 3 2 2 1 2 0 3 2 2 2 2 2 1 1 2 0 0 2 2 split_gain=4.33829 6.11744 5.29259 11.4874 4.25814 13.4244 13.9599 9.98309 10.9614 9.50795 8.70972 8.64043 8.27827 17.7956 9.83341 7.97753 34.404 24.2239 15.8054 26.6012 20.2519 12.6385 19.8268 12.6195 12.553 12.2528 21.4495 11.8861 11.528 11.8109 threshold=79.500000000000014 13771.215820312502 75.500000000000014 10270.009765625002 80.500000000000014 31594.402343750004 22629.428710937504 279.21791076660162 225.45304870605472 97.500000000000014 -6.4999999999999991 40.666500091552741 525.85342407226574 444.35388183593756 1.0000000180025095e-35 10057.160644531252 85.500000000000014 6.4175000190734872 3673.2597656250005 1957.453552246094 3008.5642089843755 586.15780639648449 628.10980224609386 -3.4999999999999996 -2.4999999999999996 7656.2912597656259 89.500000000000014 83.500000000000014 5339.5974121093759 4520.4785156250009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 -1 6 7 8 -6 10 -7 12 13 14 -9 17 23 18 19 24 27 -19 -23 -17 -14 28 -27 -21 29 -24 right_child=1 -3 3 -5 5 9 -8 11 -10 -11 -12 -13 15 -15 -16 16 -18 21 -20 20 -22 22 25 -25 -26 26 -28 -29 -30 -31 leaf_value=3.7748789693563331e-06 -0.038612836457362402 -0.0050248549963126795 -0.010771174154894307 0.03128512504730814 0.0039097789451740103 0.026389966357840727 -0.0063718498244112794 0.0073562562705076799 -0.020417660608562923 -0.0087150710518754775 0.0011079932211866894 0.012968495885118302 0.0068455489648901963 0.017009289341788091 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496 15083 208 393 323 342 166 5154 64 4309 568 1288 48 6203 3058 6798 153 331 548 697 277 internal_value=-1.70428e-05 -0.0103387 -1.58785e-05 0.0140258 -1.69227e-05 -0.00058691 -0.00127852 -0.000964152 -0.0119641 0.000947829 0.00119827 -0.00085363 -0.000930521 0.00487805 -0.00128208 -0.0011068 0.000479231 -0.00174781 -0.00328217 -0.00183737 0.00384305 0.00107732 0.00131077 0.00535551 -0.00374898 0.00105631 0.0105572 0.00979842 0.000390842 0.00123476 internal_weight=324907 36.6451 324870 24.1569 324846 11382.6 7846.61 7390.45 73.5165 3535.98 3446.65 7316.94 7276.46 214.319 142.141 7062.14 2032.7 5029.44 3259.28 2204.77 555.143 1770.16 1755.27 793.718 1649.62 1744.16 114.169 266.867 1630 1465.97 internal_count=1411242 342 1410900 119 1410781 49141 33490 31560 350 15651 15155 31210 31002 947 624 30055 8378 21677 13904 9595 2404 7773 7709 3224 7191 7661 484 1116 7177 6480 is_linear=0 shrinkage=0.03 Tree=453 num_leaves=31 num_cat=0 split_feature=1 2 1 2 0 2 2 3 2 2 0 1 2 2 1 1 2 2 3 0 0 0 0 2 0 0 2 2 2 1 split_gain=4.09958 5.88603 5.0175 10.9263 4.00807 12.636 13.2399 9.6599 9.19762 10.3987 8.95913 8.33218 7.9688 16.776 9.27338 7.28482 7.1093 32.1479 16.13 15.8809 15.7143 36.0982 13.043 33.1255 59.3877 16.9006 14.9477 30.2856 16.8029 21.5123 threshold=79.500000000000014 13771.215820312502 75.500000000000014 10270.009765625002 80.500000000000014 31594.402343750004 24919.096679687504 40.666500091552741 279.21791076660162 225.45304870605472 97.500000000000014 -6.4999999999999991 525.85342407226574 444.35388183593756 1.0000000180025095e-35 71.500000000000014 58311.849609375007 56232.490234375007 1.4100000262260439 44.500000000000007 4.5000000000000009 3.5000000000000004 3.5000000000000004 61458.453125000007 2.5000000000000004 22.500000000000004 83842.167968750015 99992.636718750015 71819.058593750015 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 4 -4 15 6 7 8 9 -6 11 -7 13 14 -10 16 17 -1 19 -18 21 -19 23 24 -20 -24 28 -28 29 -25 right_child=1 -3 3 -5 5 10 -8 -9 12 -11 -12 -13 -14 -15 -16 -17 18 20 22 -21 -22 -23 25 26 -26 -27 27 -29 -30 -31 leaf_value=2.9616282565143046e-05 -0.038051618376937879 -0.0048832370243619841 -0.010480852636141338 0.030657597809878964 0.0037892943803336846 0.025986124398023523 -0.007257526780034218 0.013202325737394141 0.0071487202606201191 -0.019923241341154842 -0.0084684059465936126 0.0010750178153221841 -0.0011345453733298042 0.016530993923381726 -0.0082557272797687195 -0.020176740168282047 -0.01668052810247253 -0.0021773361691488522 0.024663135437511002 -0.0030440899176391706 0.0026403654544791882 0.018199013139226429 -0.0012635024635267477 -0.00091850647461591615 -0.023441083638139622 0.00084453897519465141 -0.0042324202138671338 0.0015890593286009178 0.0075570782751646871 0.022050431990395265 leaf_weight=286775.99127450073 5.707848720252513 30.790838076733053 9.8830993771553057 14.100912131369112 25.567498780786991 12.126798138022421 315.88520155474544 42.927693895995617 64.536816135048866 47.690087497234344 89.177250385284424 3433.5141345113516 7197.9315335229039 72.040239959955215 77.296188950538635 16.098275512456894 100.54051315784454 122.82160690054297 29.076425051316619 326.37258230149746 568.90029689669609 215.61418251693249 14546.210490904748 572.02178153116256 112.33597954362631 4476.0940379351377 1011.3657301496714 3928.1802631542087 622.66263963840902 39.214224383234978 leaf_count=1232350 32 310 44 75 125 72 1346 218 282 225 496 15083 30629 323 342 66 442 624 178 1367 2339 1351 60063 3255 530 18555 4723 31064 4535 198 internal_value=-1.65322e-05 -0.0100703 -1.54026e-05 0.0137057 -1.64157e-05 -0.000569511 -0.00124063 -0.000988149 -0.00106953 -0.0116474 0.000919716 0.00116269 -0.000964983 0.00474167 -0.0012464 3.66161e-06 4.69805e-06 4.74546e-05 -0.000472724 -0.00625555 0.00568549 0.0108042 -0.000375287 0.000806071 -0.0135502 -0.000767464 0.00113492 0.000397119 0.0040885 0.00055508 internal_weight=324903 36.4987 324866 23.984 324842 11378.7 7843.88 7527.99 7485.06 73.2576 3534.82 3445.64 7411.8 213.873 141.833 313464 313447 287683 25764.1 426.913 907.336 338.436 25337.2 6314.86 141.412 19022.3 6173.44 4939.55 1233.9 611.236 internal_count=1411242 342 1410900 119 1410781 49141 33490 32144 31926 350 15651 15155 31576 947 624 1361640 1361574 1236664 124910 1809 4314 1975 123101 44483 708 78618 43775 35787 7988 3453 is_linear=0 shrinkage=0.03 Tree=454 num_leaves=31 num_cat=0 split_feature=1 2 1 2 0 0 2 2 2 2 0 1 3 2 2 1 2 0 3 1 2 2 2 1 2 2 2 0 0 2 split_gain=3.87394 5.66546 4.75675 10.3933 3.89582 3.77216 11.8919 12.5069 8.91688 9.86491 8.44181 7.97086 7.5863 7.34561 15.816 8.74494 7.51084 32.4772 22.8097 16.5727 14.8698 25.0486 19.0409 12.116 11.9153 17.6764 11.5241 20.2315 11.1663 11.0508 threshold=79.500000000000014 13771.215820312502 75.500000000000014 10270.009765625002 92.500000000000014 80.500000000000014 31594.402343750004 22629.428710937504 279.21791076660162 225.45304870605472 97.500000000000014 -6.4999999999999991 40.666500091552741 525.85342407226574 444.35388183593756 1.0000000180025095e-35 10057.160644531252 84.500000000000014 6.4175000190734872 -3.4999999999999996 3673.2597656250005 1957.453552246094 3008.5642089843755 -5.4999999999999991 586.15780639648449 636.29287719726574 7656.2912597656259 89.500000000000014 83.500000000000014 1148.0775146484377 decision_type=2 2 2 2 2 2 2 2 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 -3 -1 7 8 9 -7 11 -8 13 14 15 -10 18 19 20 -18 21 23 28 -15 -20 -26 29 -28 -23 -27 right_child=1 4 3 -5 -6 6 10 -9 12 -11 -12 -13 -14 16 -16 -17 17 -19 24 -21 -22 22 -24 -25 25 26 27 -29 -30 -31 leaf_value=3.5553355003038736e-06 -0.037509789441161241 0.0055805324312951845 -0.010198000436374342 0.030044432411857881 -0.015793052025312948 0.0036726347462208006 0.02558852908928071 -0.0060265736235359437 0.0069468406679754789 -0.019441029699585919 -0.0082285061599067857 0.0010430166166717526 0.012113334292638325 0.023350632590445189 0.016066964220507251 -0.0080278037653552566 -0.014114209577064107 -0.0019281467347339518 -0.025676301184959935 0.0076535689600517338 -0.0060821886988293196 0.015497945522712248 -0.0015866717796922971 -0.0038518924473475019 0.038743413264737389 0.0051285910762717208 0.02867789042496309 0.0016068420904085418 0.0032231090584558374 -0.00087746090225084938 leaf_weight=313455.79552957183 5.6179538145661345 15.886776581406595 9.8529647290706652 13.959195375442503 14.848864802159367 25.587933078408241 11.948483943939207 455.78949741646647 64.42169876396656 47.411068961024284 89.026207782328129 3432.7056511193514 40.704620040953159 14.870289102196692 71.899364039301872 77.108927041292191 33.362596243619919 1441.907064601779 14.854602143168448 557.28322277963161 1054.1126853972673 137.26351843774319 288.1399557814002 1632.9872866272926 11.277645602822302 351.55068498849869 36.559375464916229 77.551185771822929 129.74577754735947 1278.081118658185 leaf_count=1361640 32 79 44 75 231 125 72 1930 282 225 496 15083 208 64 323 342 145 5979 64 2254 4309 568 1288 7127 49 1533 153 331 548 5643 internal_value=-1.60335e-05 -0.00980867 -1.49376e-05 0.013393 -0.00474538 -1.59205e-05 -0.000552554 -0.00120364 -0.000906042 -0.0113391 0.000892429 0.00112816 -0.000801908 -0.00087419 0.00460908 -0.00121167 -0.00103997 0.000498934 -0.00166218 0.00642402 -0.00315182 -0.00174968 0.0037617 -0.00360642 0.00107921 0.00130568 0.00106355 0.01028 0.00953333 0.000418189 internal_weight=324892 36.3536 324856 23.8122 30.7356 324832 11376.2 7842.47 7386.68 72.999 3533.68 3444.65 7313.68 7272.98 213.43 141.531 7059.55 2032.55 5026.99 590.646 3257.12 2203.01 555.149 1647.86 1769.87 1755.02 1743.74 114.111 267.009 1629.63 internal_count=1411242 342 1410900 119 310 1410781 49141 33490 31560 350 15651 15155 31210 31002 947 624 30055 8378 21677 2399 13904 9595 2404 7191 7773 7709 7660 484 1116 7176 is_linear=0 shrinkage=0.03 Tree=455 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 2 3 1 0 2 1 1 1 1 2 2 2 3 0 1 0 0 3 1 2 0 2 0 3 3 split_gain=3.39454 21.1121 40.5186 59.0662 20.8058 49.2136 35.194 41.1194 26.618 22.2224 21.691 18.8132 18.4649 18.4101 18.1662 26.8881 17.8846 24.6756 18.1781 16.9717 16.4569 27.1813 15.6577 15.4502 15.4318 30.2182 15.2 15.0295 14.8427 17.8165 threshold=225.45304870605472 239.406120300293 1.469500005245209 1.5979999899864199 1.247500002384186 195.44509887695315 1.7404999732971194 1.0000000180025095e-35 60.500000000000007 174.66455078125003 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 170.13991546630862 184.66258239746097 161.84931945800784 1.8989999890327456 64.500000000000014 1.0000000180025095e-35 33.500000000000007 29.500000000000004 3.4465000629425053 -3.4999999999999996 113.878231048584 39.500000000000007 87.386707305908217 61.500000000000007 2.3904999494552617 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=4 2 13 -4 5 -1 8 14 9 23 -11 16 -7 -2 22 -16 28 18 -18 -10 21 -19 -8 -6 -25 -26 -21 -28 29 -9 right_child=1 -3 3 -5 6 12 7 11 19 10 -12 -13 -14 -15 15 -17 17 20 -20 26 -22 -23 -24 24 25 -27 27 -29 -30 -31 leaf_value=-0.00022338651873139714 0.002963165096957621 -3.5710893458544726e-05 -0.01633346302670784 0.0015473186512191862 -0.010131943234555739 0.0018555668552121354 0.0011664337537543501 -0.0093511978566461901 -0.012256165949814081 -0.0014913129748247793 -0.0053949063183909279 0.033179398893429357 0.0077042833639181484 0.011131475449712136 0.016197077844932239 0.004092766625755459 0.010113300007432402 0.00038305570711879287 0.045900402094587581 0.017166529376993273 -0.007327487095476099 0.023936360803652027 0.01412892559537288 0.00010364287906317 0.024199808674428242 0.0035470986772708712 -0.00039008232990071686 -0.012705239248058983 -0.0084663043632564952 0.0014237077533501099 leaf_weight=12007.844698131084 456.36680035293102 292140.56569127948 179.12566514313221 2316.3512092083693 96.893484652042389 927.90325844287872 1061.5368246212602 190.06305246055126 347.09122090041637 7427.6013222634792 1548.1558921858668 13.922705009579657 1019.6685659438372 544.76808904111385 250.86880502104759 483.47988962382078 75.381329074501991 550.55642668902874 15.380795761942862 30.365036740899086 219.89509574323893 47.936525896191597 91.061820909380913 1096.8942274749279 73.047661021351814 501.54992318153381 244.62891538441181 140.36267986893654 460.28984691202641 505.30833013355732 leaf_count=51555 1886 1270784 748 9797 465 3866 4480 811 1413 30615 7771 67 4313 2279 1064 2016 326 2422 67 125 1007 206 528 4700 301 2127 1135 651 2182 2191 internal_value=-3.85616e-05 -7.97547e-06 0.00230931 0.000263834 -0.000345837 0.000494089 -0.00110342 0.00133379 -0.00194339 -0.00155902 -0.00216461 -0.0015767 0.00491771 0.00740796 0.0045401 0.00822785 -0.00181105 0.00133683 0.0161779 -0.00735986 -0.000309094 0.00226957 0.00219054 0.0015148 0.00218994 0.00617264 -0.00326829 -0.00488002 -0.00428747 -0.00152135 internal_weight=325065 295637 3496.61 2495.48 29427.7 13955.4 15472.3 3965.68 11506.6 10744.1 8975.76 2078.73 1947.57 1001.13 1886.95 734.349 2064.81 909.15 90.7621 762.448 818.388 598.493 1152.6 1768.39 1671.49 574.598 415.357 384.992 1155.66 695.371 internal_count=1411898 1285494 14710 10545 126404 59734 66670 17367 49303 45979 38386 9279 8179 4165 8088 3080 9212 4028 393 3324 3635 2628 5008 7593 7128 2428 1911 1786 5184 3002 is_linear=0 shrinkage=0.03 Tree=456 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 2 3 1 0 2 1 1 1 1 2 2 2 3 0 1 0 0 3 2 1 2 0 2 0 0 split_gain=3.19514 19.8589 38.0868 55.6294 19.5845 46.2773 33.1246 38.7363 25.0601 20.9184 20.4968 17.529 17.3192 17.2491 17.1391 25.4663 16.8514 23.112 16.7881 15.9162 15.5137 25.4121 14.8552 14.8166 14.4968 14.5113 28.3948 14.2895 14.2335 14.2016 threshold=225.45304870605472 239.406120300293 1.469500005245209 1.5979999899864199 1.247500002384186 195.44509887695315 1.7404999732971194 1.0000000180025095e-35 60.500000000000007 174.66455078125003 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 1.0000000180025095e-35 170.13991546630862 184.66258239746097 161.84931945800784 1.8989999890327456 64.500000000000014 1.0000000180025095e-35 33.500000000000007 29.500000000000004 3.4465000629425053 65.776599884033217 -3.4999999999999996 113.878231048584 39.500000000000007 87.386707305908217 61.500000000000007 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=4 2 13 -4 5 -1 8 14 9 24 -11 16 -7 -2 22 -16 -9 18 -18 -10 21 -19 29 -24 -6 -26 -27 -21 -29 -8 right_child=1 -3 3 -5 6 12 7 11 19 10 -12 -13 -14 -15 15 -17 17 20 -20 27 -22 -23 23 -25 25 26 -28 28 -30 -31 leaf_value=-0.00021668943121168414 0.0028753938589792453 -3.4639488165508666e-05 -0.015860562539708186 0.0015007071733842165 -0.0097904759885614773 0.0018003990691452588 -0.001442566862489171 -0.0041646058468786775 -0.011880210760630337 -0.0014466384365405714 -0.0052447174049874319 0.031840124390733589 0.0074634413704672779 0.010779900625972382 0.015767520628914816 0.0039725912882532339 0.0097844848753976133 0.00037152304475324426 0.044004375523207483 0.016612460079198008 -0.0071256646928621551 0.023086800217410518 -0.010186486105402476 0.019941312886150385 0.00010053359959621436 0.023450511726839426 0.003439540206737618 -0.00037843104206718441 -0.012380443461813157 0.0058099913125345317 leaf_weight=12007.606158599257 456.19117014110088 292140.88261107681 178.93537357449532 2316.6432623565197 97.259021937847137 927.64993745088577 684.59563315659761 1154.1170628294349 347.32911220192909 7427.2733841389418 1544.7668425291777 14.070753261446951 1020.9753093943 545.64539386332035 249.98570321500301 483.16743534803391 75.574141964316368 550.61674283444881 15.559379309415815 30.435355573892593 219.34798485785723 48.205295547842979 18.456108801066875 72.018073461949825 1096.8948311805725 73.119093790650368 501.71438340842724 244.59564238786697 139.73336112499237 376.70365850627422 leaf_count=51555 1886 1270784 748 9797 465 3866 2873 5184 1413 30615 7771 67 4313 2279 1064 2016 326 2422 67 125 1007 206 108 420 4700 301 2127 1135 651 1607 internal_value=-3.74082e-05 -7.73679e-06 0.00223946 0.000255888 -0.000335555 0.000479227 -0.00107082 0.00129478 -0.00188569 -0.00151271 -0.00210058 -0.00153061 0.00476753 0.00718054 0.00440881 0.00799435 -0.00175817 0.00129617 0.0156269 -0.00714251 -0.000300093 0.00220011 0.00212646 0.0137954 0.00146887 0.00212392 0.00598495 -0.0031751 -0.00474209 0.0011317 internal_weight=325060 295638 3497.42 2495.58 29421.8 13956.2 15465.5 3962.42 11503.1 10741 8972.04 2077.49 1948.63 1001.84 1884.93 733.153 2063.42 909.304 91.1335 762.093 818.17 598.822 1151.77 90.4742 1768.99 1671.73 574.833 414.764 384.329 1061.3 internal_count=1411898 1285494 14710 10545 126404 59734 66670 17367 49303 45979 38386 9279 8179 4165 8088 3080 9212 4028 393 3324 3635 2628 5008 528 7593 7128 2428 1911 1786 4480 is_linear=0 shrinkage=0.03 Tree=457 num_leaves=31 num_cat=0 split_feature=1 0 2 2 3 2 1 1 2 2 2 2 2 1 1 2 2 1 3 2 2 3 2 2 1 2 2 2 3 1 split_gain=3.13506 12.0505 13.2904 11.8326 8.73559 13.1112 14.3617 8.2565 9.10963 12.3784 10.8829 6.90216 12.7728 9.22587 6.47406 6.19555 8.78089 5.50483 12.1857 9.52888 10.9942 16.0839 10.3901 9.36166 20.3769 12.8619 19.6643 9.30411 11.3307 14.1905 threshold=10.500000000000002 22.500000000000004 3407.3515625000005 503.44865417480474 1.0619999766349795 6665.8681640625009 43.500000000000007 16.500000000000004 8374.6435546875018 28435.229492187504 40737.804687500007 2533.3342285156255 2134.5515136718755 36.500000000000007 15.500000000000002 8173.5148925781259 3997.433227539063 18.500000000000004 1.469500005245209 246.96897125244143 3673.2597656250005 1.6674999594688418 3673.077514648438 1494.5967407226565 20.500000000000004 4712.1987304687509 7656.2912597656259 4911.6706542968759 2.0774999856948857 21.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 6 11 15 -9 -10 -11 12 13 -3 -5 16 -4 -6 23 -20 22 -22 -21 24 -19 -25 -27 -23 29 -29 right_child=1 4 7 14 17 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 -18 18 19 20 21 27 -24 25 -26 26 -28 28 -30 -31 leaf_value=-2.3042676132517932e-05 0.020350949391440314 -0.002115842385624019 0.0080965032796566534 -0.0055154265101308624 -0.0024246590098429464 0.014199329959356511 0.01727493291220519 0.025032898612529247 -0.0079276173014777799 0.025170819955861436 0.0026508866860549592 -0.0082403270150789507 0.011437204848817729 -0.034624669628224976 -0.023266681251583175 0.0044751498157017296 -0.011934846967867849 0.0099984567841574275 0.017363357397811509 -0.0013483453218082159 0.012314091654088619 0.0063380090736900414 -0.013404783470090184 0.0010423590425791272 -0.015762254122180186 -0.024602135486446464 -0.0032346822148963672 -0.023385805177091278 0.0011021129493026345 -0.0025718477109188246 leaf_weight=318615.22845082334 12.313617452979086 122.28030005842447 31.191377282142639 58.804214864969254 2685.0086835511029 77.146891757845879 40.569683760404587 32.352172568440437 34.692798942327499 37.725581020116806 39.571265071630478 98.815662659704685 73.360873594880104 8.3963140398263914 26.972567319869995 357.43280211091042 53.437065929174423 35.580212607979774 31.103062510490417 385.45408761501312 123.69576466083527 231.39923772215843 77.218959759920835 451.33542348444462 123.76108628511429 48.556013710796833 192.19114674627781 39.024988532066345 790.0278265401721 120.53243871033192 leaf_count=1381135 57 746 147 324 13390 328 172 133 142 163 162 627 298 35 155 1473 217 245 172 1816 529 954 392 1929 762 306 831 198 3548 512 internal_value=-3.62883e-05 -0.000691615 0.00307142 -0.00714951 -0.00113915 0.00302351 0.000512963 0.00478112 0.0110108 0.00696003 0.013642 -0.00173244 0.00141934 -0.00420462 -0.0110973 0.002747 -0.00455192 -0.00146731 -0.000497267 0.000902504 0.000612815 0.00202187 -0.00336053 -0.00345399 -0.01001 -0.00194457 -0.00754426 0.000943864 -0.000370606 -0.00766258 internal_weight=325055 6439.95 684.493 98.0904 5755.46 420.57 343.423 586.403 144.342 111.99 77.2968 302.853 204.037 130.677 85.7768 442.061 84.6284 5334.89 2649.88 1798.46 1767.35 1304.68 462.673 851.424 159.341 692.083 240.747 1180.98 949.585 159.557 internal_count=1411898 30763 2973 536 27790 2206 1878 2437 600 467 325 1706 1079 781 479 1837 364 25584 12194 8121 7949 5741 2208 4073 1007 3066 1137 5212 4258 710 is_linear=0 shrinkage=0.03 Tree=458 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 2 3 1 0 2 1 2 3 1 1 2 2 1 0 0 3 3 3 2 1 2 0 2 3 3 split_gain=3.00466 18.6814 35.8455 52.4061 18.458 43.5395 31.1353 36.5295 23.6048 19.6854 19.3231 16.3542 24.6057 16.2722 16.1928 16.168 24.1208 14.9262 14.481 25.0756 14.3429 18.1938 14.1031 14.1016 13.6047 13.6543 26.693 14.1126 37.1916 24.1695 threshold=225.45304870605472 239.406120300293 1.469500005245209 1.5979999899864199 1.247500002384186 195.44509887695315 1.7404999732971194 1.0000000180025095e-35 60.500000000000007 174.66455078125003 1.5000000000000002 161.84931945800784 1.8989999890327456 1.0000000180025095e-35 1.0000000180025095e-35 170.13991546630862 184.66258239746097 1.0000000180025095e-35 33.500000000000007 29.500000000000004 2.3904999494552617 1.8989999890327456 3.4465000629425053 65.776599884033217 -3.4999999999999996 113.878231048584 39.500000000000007 157.04295349121097 1.3535000085830691 1.3535000085830691 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 14 -4 5 -1 8 15 9 24 -11 20 -13 -7 -2 22 -17 -10 19 -14 21 -9 -8 -24 -6 -26 -27 29 -29 -28 right_child=1 -3 3 -5 6 13 7 11 17 10 -12 12 18 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31 leaf_value=-0.0002086406899998765 0.0027908842522345327 -3.2528409292315031e-05 -0.015403665572750748 0.0014556899369122895 -0.00946134685223338 0.0017475449689480656 0.0010987709929136836 -0.0090421700888997491 -0.011516133984201654 -0.0014026113413370862 -0.0050938106235967591 0.01614202359870006 0.00044419557534906081 0.0072356328433258142 0.010447874362635272 0.015350329845493959 0.0038565753261482695 -0.0030847749644068076 -0.0067238506529490143 0.022841423756507325 -0.0079460739881000476 0.0018217197462222015 -0.0098415693243903389 0.019534286011972463 9.7978880776215867e-05 0.02273334169161504 -0.00021013179517974826 0.0049981691654912407 -0.02072016022085477 0.019495787884749656 leaf_weight=12007.079449363053 456.02038694918156 292136.19142674562 178.73757909238338 2316.9392231553793 97.610488384962082 927.40595562756062 1061.0178486183286 190.70597024261951 347.53632780909538 7426.9427868872881 1541.274221688509 92.976971626281738 551.70270439982414 1022.1391048133373 546.40994741022587 249.10122436285019 482.86251440644264 414.17950908839703 220.13712937384844 48.983294352889061 462.76329039037228 509.12395377457142 18.527443841099739 71.326243728399277 1096.899515748024 73.168213859200478 121.02374153584242 209.86375679820776 66.686546228826046 104.28624507784843 leaf_count=51555 1886 1270784 748 9797 465 3866 4480 817 1413 30615 7771 401 2427 4313 2279 1064 2016 1911 1014 209 2201 2210 108 420 4700 301 507 897 283 440 internal_value=-3.52034e-05 -6.43251e-06 0.0021729 0.000248242 -0.000324361 0.000466541 -0.00103841 0.00125612 -0.00182841 -0.0014664 -0.00203698 -0.00148791 0.00151519 0.00462493 0.0069646 0.00428225 0.00776812 -0.00693162 -0.000141635 0.00227059 -0.00384835 -0.00113873 0.0020652 0.0134771 0.00142534 0.00206093 0.00580536 0.00333736 -0.00120347 0.00891089 internal_weight=325050 295634 3498.11 2495.68 29415.3 13956.6 15458.7 3959.23 11499.5 10737.8 8968.22 2076.39 913.8 1949.55 1002.43 1882.84 731.964 761.716 820.823 600.686 1162.59 699.83 1150.87 89.8537 1769.54 1671.93 575.029 501.86 276.55 225.31 internal_count=1411898 1285494 14710 10545 126404 59734 66670 17367 49303 45979 38386 9279 4051 8179 4165 8088 3080 3324 3650 2636 5228 3027 5008 528 7593 7128 2428 2127 1180 947 is_linear=0 shrinkage=0.03 Tree=459 num_leaves=31 num_cat=0 split_feature=1 0 2 2 3 2 2 1 2 2 2 1 2 2 2 1 2 1 1 2 2 0 0 2 2 2 2 2 2 1 split_gain=2.94399 11.3504 12.5172 11.1878 8.22256 12.3955 12.6429 7.79927 8.58624 11.6857 10.3627 6.23059 5.83061 8.25755 5.57813 9.36993 10.7801 8.71399 6.57865 18.6522 5.30806 18.3194 14.6302 14.9775 9.77385 12.806 12.4979 5.88592 5.21816 5.17422 threshold=10.500000000000002 22.500000000000004 3407.3515625000005 503.44865417480474 1.0619999766349795 9801.5458984375018 10270.009765625002 16.500000000000004 8374.6435546875018 28435.229492187504 40737.804687500007 15.500000000000002 8173.5148925781259 3997.433227539063 2580.519653320313 43.500000000000007 2134.5515136718755 36.500000000000007 45.500000000000007 6665.8681640625009 12925.947753906252 13.500000000000002 15.500000000000002 18871.722656250004 54479.306640625007 71819.058593750015 16437.536132812504 11270.709472656252 5681.6511230468759 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 2 3 -2 5 14 -7 12 -9 -10 -11 -5 13 -4 15 16 17 -3 19 -16 21 -14 24 -24 26 -26 -22 -23 -15 -6 right_child=1 4 7 11 29 6 -8 8 9 10 -12 -13 20 28 18 -17 -18 -19 -20 -21 22 27 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-2.1319613974075605e-05 0.019682950349057576 -0.0020534384964400539 0.0078306074016815819 -0.0053645403441185385 -0.0023510147301740269 0.041589758571253965 0.0077742054839086095 0.024330324056007501 -0.0076818486750898736 0.024587189693359116 0.0025727068926754992 -0.022863491104136793 -0.023779753979512219 -0.02501647804519623 -0.007685084555954071 0.017603623871460434 0.010023471630151694 -0.033697496120348933 -0.02870972455127957 0.024405448835642336 0.0098606957226018144 0.0091396148453212773 -0.035409233843995136 -0.0020783585132679592 0.023947233863438319 -0.0042433011131252267 -0.023572829719404699 0.024778894778927037 -0.0050370160736651574 -0.00048156699107392226 leaf_weight=318610.7229381199 12.386237636208532 122.14966820180416 31.285427048802376 58.636337280273438 2682.6953551247716 13.60147939622402 37.073609665036201 32.290029153227806 34.723768055438995 37.467872619628906 39.565639764070511 26.628874137997627 13.676594421267508 17.489324107766151 95.534885890781879 36.821802318096161 77.839942052960396 8.3686283379793149 9.0967994928359968 19.654948264360428 28.04746076464653 90.502668276429176 13.890534594655035 95.925211757421494 50.746935188770294 20.305912137031555 15.692993924021719 28.471872717142105 35.945322588086128 2647.4570247316733 leaf_count=1381135 57 746 147 324 13390 56 153 133 142 163 162 155 55 72 617 154 316 35 40 89 117 369 56 391 220 82 65 118 145 12194 internal_value=-3.41496e-05 -0.000669493 0.00298482 -0.00695933 -0.00110397 0.00293668 0.0168505 0.00464184 0.0107042 0.00676715 0.0132802 -0.0108296 0.00266606 -0.00440975 0.0010283 0.00365281 0.00118737 -0.00408241 -0.00414906 -0.00220945 0.004344 0.00910233 0.00153379 -0.00629436 0.00902251 0.0158908 -0.00213443 0.0128823 -0.0115764 -0.00142247 internal_weight=325045 6433.97 683.679 97.6514 5750.29 420.142 50.6751 586.028 144.047 111.757 77.0335 85.2652 441.98 84.7201 369.467 245.18 208.358 130.518 124.287 115.19 357.26 132.651 224.609 109.816 114.793 71.0528 43.7405 118.975 53.4346 5330.15 internal_count=1411898 30763 2973 536 27790 2206 209 2437 600 467 325 479 1837 364 1997 1251 1097 781 746 706 1473 542 931 447 484 302 182 487 217 25584 is_linear=0 shrinkage=0.03 Tree=460 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 2 0 1 2 0 3 2 0 1 0 2 1 0 0 3 3 0 3 2 3 3 0 2 0 1 split_gain=2.48987 2.40966 17.5398 16.745 17.8992 66.9785 45.9459 32.9662 26.4051 17.8902 15.8905 15.5367 14.4777 22.9431 13.8413 23.2336 19.7313 13.8088 13.753 13.0661 12.6951 25.3417 22.9592 16.3888 51.8743 42.1555 23.4763 15.0649 11.8442 20.864 threshold=90.500000000000014 291.56593322753912 310.97680664062506 60.500000000000007 48.500000000000007 216.75743103027347 54.500000000000007 1.0000000180025095e-35 252.50982666015628 67.500000000000014 2.3904999494552617 265.23049926757818 26.500000000000004 3.5000000000000004 33.500000000000007 284.12406921386724 -2.4999999999999996 37.500000000000007 59.500000000000007 1.1054999828338625 1.1980000138282778 49.500000000000007 1.469500005245209 305.33541870117193 1.4100000262260439 1.247500002384186 54.500000000000007 297.03073120117193 54.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 8 28 -7 -8 17 -5 20 18 13 -10 -14 -16 -17 -1 -9 -18 21 27 23 24 26 -25 -22 -3 -6 -30 right_child=-2 2 -4 9 5 6 7 11 12 -11 -12 -13 14 -15 15 16 19 -19 -20 -21 22 -23 -24 25 -26 -27 -28 -29 29 -31 leaf_value=0.0013017696941630369 -0.0136354813979312 -0.021297389604198191 1.1558092257165693e-05 -0.0031060416151210066 0.00073388331446049861 -0.0020244754884491474 0.0030150920289037882 0.012201300948629184 0.0013091407199837975 0.0016186083452787929 0.0083914816705909206 0.022647316555256203 -0.0056886736351890758 0.036780300890664946 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2106 2692 1939 4143 1481 495 5142 79 11962 185 78 62848 206 1465 368 268 10889 62 164 237 99 479 7148 9318 internal_value=5.5829e-06 6.08831e-06 3.76127e-05 -0.00020557 -9.31471e-06 0.000891607 0.00629663 0.00908604 -0.000479396 -0.0020281 0.00217933 0.0127488 -0.0024563 0.00263669 -0.00297939 -0.00194274 0.00487677 1.53143e-06 0.0110513 0.00723778 0.00150224 -0.00507239 0.00206906 0.0112615 0.00570954 0.0230672 0.0160961 -0.0108549 3.64829e-05 -0.0013209 internal_weight=325037 325025 282891 42133.9 38037.9 13042.2 1781.54 1334.27 24995.7 4096.02 3400.09 832.184 4890.94 455.55 4435.39 3207.94 394.354 20104.7 710.362 350.914 3065.92 243.344 2822.58 225.038 153.058 71.9797 113.068 179.356 11260.7 3821.91 internal_count=1411723 1411507 1231195 180312 162520 55666 7384 5499 106854 17792 14401 3393 20850 2018 18832 13690 1728 86004 2898 1543 12920 1101 11819 930 631 299 467 833 48282 16466 is_linear=0 shrinkage=0.03 Tree=461 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 3 1 3 1 2 3 1 3 0 2 2 1 2 0 2 1 0 2 2 1 2 2 0 1 0 split_gain=2.36613 2.27745 11.9377 20.5654 28.3843 14.8733 23.1217 14.3604 14.0435 13.832 22.7779 14.0775 11.4773 33.9733 46.9544 25.6157 32.1168 19.3938 19.2014 30.7594 19.9576 23.2038 36.2567 25.8868 19.1872 17.1581 16.5436 19.8321 16.4403 15.8181 threshold=90.500000000000014 444.35388183593756 7.0125000476837167 3.653500080108643 327.07788085937506 5.4584999084472665 1.0000000180025095e-35 4.4095001220703134 4.5000000000000009 346.46589660644537 7.7119998931884775 -1.4999999999999998 2.3904999494552617 32.500000000000007 381.33543395996099 327.07788085937506 1.0000000180025095e-35 170.13991546630862 48.500000000000007 252.50982666015628 -2.4999999999999996 39.500000000000007 327.07788085937506 284.12406921386724 -1.4999999999999998 346.46589660644537 381.33543395996099 69.500000000000014 1.0000000180025095e-35 26.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 12 5 8 -7 -6 -5 10 -4 -11 13 14 -1 16 17 -14 19 -15 -21 23 -23 24 -22 -17 27 -20 -16 -27 right_child=-2 -3 9 4 7 6 -8 -9 -10 11 -12 -13 15 18 28 25 -18 -19 26 20 21 22 -24 -25 -26 29 -28 -29 -30 -31 leaf_value=0.0012790240232613333 -0.013356682606634095 4.4272751107442497e-05 -0.025543974632720706 0.00063275143007360919 0.015626309782540732 0.0088499452974518823 -0.023940154696744743 0.0053854109248745955 0.018789722010396585 0.013316812780070519 0.0080014482857376674 -0.013260971129388205 0.0004277345612117968 -0.00015148810854017167 0.0055895424504931865 -0.0055496372417952276 -0.0018835889950267824 0.0085521735905428626 0.00035913061044223705 -0.0069109620669373928 0.0040920498637860526 -0.0015151574871612667 -0.010039608004164376 0.0016823683707840626 -0.0037296118289944463 -0.0028600178766877552 0.0048668018842527678 -0.0078478598580803451 0.015790670272449965 1.0679087687927934e-05 leaf_weight=3764.3149014562368 11.926557619124649 263507.21613894508 22.16921092569828 1355.2310729026794 161.44217408448458 30.580089658498764 52.722724817693233 520.72135649621487 39.454260498285294 19.872354082763195 102.20184948295355 184.09939657151699 438.63742806017399 17423.081992484629 294.01071327924728 1034.6315351724625 1120.2931896299124 665.83845914900303 18631.993138857186 806.01829905807972 321.54507757723331 1203.2738334685564 716.41391613334417 2116.3379462659359 2310.585059016943 3413.4905376806855 722.8751398473978 268.82223902642727 275.34377302229404 3497.6067060083151 leaf_count=15792 216 1149035 115 6035 688 190 284 2444 180 116 556 842 1836 74235 1212 4339 4969 2792 79603 3408 1294 5331 3117 8915 9760 14333 3032 1160 1200 14694 internal_value=5.4135e-06 5.90382e-06 -0.000158458 -0.000127843 0.00274719 0.000410897 -0.0119031 0.00780904 0.00114639 -0.00586347 0.00202196 -0.0106716 -0.000233061 -4.21892e-05 0.00249348 -0.00114992 0.00169537 0.00532559 -0.000289011 -0.000842131 -0.00245209 -0.00191312 -0.00469642 -0.000787906 -0.00277411 -0.0019466 0.000412753 0.000242404 0.0105229 -0.0014072 internal_weight=325033 325021 61513.6 61185.3 2160.15 1477.99 83.3028 682.164 1394.69 328.343 124.371 203.972 59025.1 48854.6 4333.67 10170.5 2224.77 1104.48 44520.9 24897.3 7474.17 6668.16 1919.69 4748.47 2632.13 7945.73 19623.7 18900.8 569.354 6911.1 internal_count=1411723 1411507 262472 260843 9821 6689 474 3132 6215 1629 671 958 251022 208059 18204 42963 9597 4628 189855 106060 31825 28417 8448 19969 11054 33366 83795 80763 2412 29027 is_linear=0 shrinkage=0.03 Tree=462 num_leaves=31 num_cat=0 split_feature=1 2 2 0 0 0 2 3 1 2 1 2 2 0 3 3 2 0 0 1 0 3 0 3 2 3 3 0 2 0 split_gain=2.24814 2.20553 16.169 15.9771 16.8847 16.4937 53.8988 31.2788 33.2922 29.095 16.4715 30.3158 25.4739 15.6054 14.8036 13.9443 17.0829 20.4439 13.4096 12.992 12.9525 11.7729 23.7636 21.9212 15.4897 48.8953 39.782 22.2119 14.3222 11.7439 threshold=90.500000000000014 291.56593322753912 310.97680664062506 60.500000000000007 67.500000000000014 44.500000000000007 203.28157806396487 1.1054999828338625 1.5000000000000002 184.66258239746097 1.0000000180025095e-35 271.27960205078131 279.21791076660162 49.500000000000007 2.3904999494552617 1.1510000228881838 225.45304870605472 55.500000000000007 49.500000000000007 14.500000000000002 49.500000000000007 1.1980000138282778 49.500000000000007 1.469500005245209 305.33541870117193 1.4100000262260439 1.247500002384186 54.500000000000007 297.03073120117193 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 3 14 5 -5 9 19 10 -9 -1 12 20 13 -8 21 -10 17 -17 -14 -7 -12 22 28 24 25 27 -26 -23 -3 -6 right_child=-2 2 -4 4 29 6 7 8 15 -11 11 -13 18 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0014365424680845092 -0.013081355158820954 -0.020738906692329872 1.0869993954333221e-05 -0.0030248617746227594 0.0036166940679789798 -9.0541852782601899e-05 0.0071539116436632423 0.0032231406186309288 -0.010093294205152396 -0.0012891525924414728 0.009629338079172 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253.21878259629011 leaf_count=20139 216 354 1216794 13649 2945 64590 420 9483 160 61480 293 557 70 432 1481 1319 1452 606 107 771 641 368 268 10889 62 164 237 99 479 1198 internal_value=5.24894e-06 5.72462e-06 3.58826e-05 -0.000196786 -0.00197739 -5.0946e-06 0.000623713 0.00388645 0.00507157 -0.000625786 -0.0025836 -0.00715084 0.00312714 -0.00119776 0.00209248 0.0102956 0.0110546 0.00706035 0.0241159 -0.000163211 -0.00107773 0.00143924 -0.00489904 0.00198457 0.0109743 0.00557725 0.0224701 0.0156673 -0.0105156 0.00156577 internal_weight=325029 325017 282889 42128.1 4094.51 38033.6 18893.3 3671.31 3102.94 19140.3 568.368 315.801 252.566 209.415 3399.2 810.971 781.866 431.651 43.1514 15222 221.32 3065.45 242.85 2822.6 224.693 152.906 71.7862 112.95 178.802 934.27 internal_count=1411723 1411507 1231195 180312 17792 162520 80901 15540 13020 81619 2520 1491 1029 852 14401 3537 3377 1925 177 65361 934 12920 1101 11819 930 631 299 467 833 4143 is_linear=0 shrinkage=0.03 Tree=463 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 3 1 3 1 2 3 1 3 0 2 2 1 2 0 2 1 0 2 2 0 0 1 2 2 1 split_gain=2.13567 2.12585 11.267 19.4169 26.659 14.1249 21.9944 13.4645 13.1465 13.0181 21.494 13.2687 11.0406 31.5432 44.2286 23.5419 30.2662 18.3913 17.6556 28.7024 18.7504 22.0315 34.4043 23.9255 23.9096 46.8808 39.1808 40.8868 34.0443 18.0637 threshold=90.500000000000014 444.35388183593756 7.0125000476837167 3.653500080108643 327.07788085937506 5.4584999084472665 1.0000000180025095e-35 4.4095001220703134 4.5000000000000009 346.46589660644537 7.7119998931884775 -1.4999999999999998 2.3904999494552617 32.500000000000007 381.33543395996099 327.07788085937506 1.0000000180025095e-35 170.13991546630862 48.500000000000007 252.50982666015628 -2.4999999999999996 39.500000000000007 310.97680664062506 284.12406921386724 45.500000000000007 43.500000000000007 1.0000000180025095e-35 291.56593322753912 305.33541870117193 -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 12 5 8 -7 -6 -5 10 -4 -11 13 14 -1 16 17 -14 19 -15 -21 23 24 29 25 28 27 -26 -23 -22 right_child=-2 -3 9 4 7 6 -8 -9 -10 11 -12 -13 15 18 -16 -17 -18 -19 -20 20 21 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.0012249614668518587 -0.012809530385271767 4.2618567722897296e-05 -0.024951691240497891 0.00062120611107067589 0.015140887267088211 0.008620171308442082 -0.023474772864324332 0.0052276783191804264 0.018140581496645186 0.013012510420996498 0.0077460100216313176 -0.012876402828630167 0.00036205184002011099 -0.00013980135243697226 0.010190297423245202 -0.0018887417439266484 -0.0018701080168611879 0.0082771551611230763 0.0003964821168543756 -0.0066806957777155365 0.0040088513840065339 -0.0037624217446549603 -0.0088699107527078162 0.0016308730192767038 0.016222873377561391 0.017300543904699893 -0.016171149538934091 -0.0096540854555321274 0.033281924509827671 -0.0035813712825590945 leaf_weight=3764.5120133683085 11.704416948370634 263506.63263381796 21.986936435103416 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1.5000000000000002 184.66258239746097 1.0000000180025095e-35 271.27960205078131 279.21791076660162 310.97680664062506 49.500000000000007 2.3904999494552617 49.500000000000007 1.1510000228881838 225.45304870605472 55.500000000000007 14.500000000000002 49.500000000000007 235.10141754150393 46.500000000000007 1.0000000180025095e-35 229.05034637451175 259.04246520996099 76.500000000000014 -1.4999999999999998 184.66258239746097 1.0000000180025095e-35 219.36421203613284 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 7 18 8 20 -1 10 19 12 13 -6 -2 -12 24 17 -17 -5 -10 23 22 -22 -7 -8 26 29 -28 -29 -4 right_child=11 2 25 4 5 6 15 -9 9 -11 14 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.0013895459074330964 0.0013730570836685291 -0.0029471632735041048 0.00088717816837315588 -9.4600567399459457e-05 0.0068651895292798836 0.0023748821035999225 0.01168158510464491 -0.0012324349065189481 0.0093711910688933087 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397.25730542838573 77.833145692944527 105.48184554278851 30.475274801254272 leaf_count=20139 12920 13649 292 64590 420 5664 53 61480 293 557 70 1217010 432 1481 107 1319 1452 606 771 641 151 2875 353 440 107 1198 1746 314 468 125 internal_value=4.93408e-06 -0.000189496 -0.00193306 -1.83235e-06 0.000598346 0.00376492 0.00490523 -0.000594309 -0.00248394 -0.00687594 0.00298066 3.38832e-05 -0.00120808 0.00200403 0.0233907 0.0099669 0.0106907 0.0068297 -0.000165102 -0.00104128 0.00311086 0.00592898 -0.0062268 0.00155125 -0.0096796 0.00149679 0.00348279 0.00520252 0.0133058 -0.00644791 internal_weight=325018 42121.2 4093.05 38028.1 18891.3 3669.82 3103.49 19136.8 566.331 313.98 252.351 282896 209.38 3397.47 42.9709 812.248 783.388 432.377 15221.5 221.222 2291.25 816.281 116.472 1474.96 28.8598 934.032 681.111 580.572 183.315 100.539 internal_count=1411723 180312 17792 162520 80901 15540 13020 81619 2520 1491 1029 1231411 852 14401 177 3537 3377 1925 65361 934 9483 3379 504 6104 160 4143 2945 2528 782 417 is_linear=0 shrinkage=0.03 Tree=465 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 1 0 2 0 2 0 2 2 2 0 2 1 2 2 0 2 2 2 2 0 2 3 2 0 1 split_gain=3.75703 13.0027 25.1215 37.7467 29.3586 26.7442 26.5242 85.8013 42.5565 42.4319 35.1302 37.7277 32.0335 46.2732 26.0418 23.572 21.6441 21.3396 27.9173 21.0619 19.445 19.3096 32.9588 18.9229 18.5509 18.3743 37.5106 44.9346 32.2399 21.244 threshold=65.500000000000014 4337.8815917968759 7836.1462402343759 77.500000000000014 6665.8681640625009 -11.499999999999998 75.500000000000014 15706.645507812502 71.500000000000014 13771.215820312502 72.500000000000014 20654.361328125004 18300.850585937504 27583.159179687504 74.500000000000014 6233.4113769531259 -2.4999999999999996 11270.709472656252 13771.215820312502 66.500000000000014 5118.9267578125009 65050.789062500007 94085.273437500015 4911.6706542968759 67.500000000000014 1236.168395996094 2.9229999780654912 2180.0605468750005 72.500000000000014 -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 25 3 4 14 -4 7 8 17 -10 11 24 -12 -14 15 -3 -13 19 -19 -7 -5 -18 -23 -16 -9 -2 27 28 -27 -29 right_child=1 2 5 20 -6 6 -8 10 9 -11 12 16 13 -15 23 -17 21 18 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31 leaf_value=3.0128441965419283e-05 -0.0001806405134173209 0.0028420488063936222 0.022188092639112967 0.0056151489444647706 0.0096051454798334757 -0.023991493611546861 0.00037840545871939462 0.0024797882261329437 0.0098414305429878734 -0.020351163479382761 -0.02629370455658709 -0.010881416262655406 0.0086603921477966736 -0.0075706307670644971 -0.02570554649806896 0.013707399997720349 -0.00054712302488836258 -0.027744486432301679 -0.0097989708324811037 -0.0017728932619488608 -0.0046249850764256079 0.01526826873407721 -0.0086415696209346856 -0.0020884252091243056 0.015924566885700053 -0.015397168375559061 0.00011648869469614113 -0.028988674229051499 -0.0001782150819716633 -0.0022802284043268646 leaf_weight=291360.3888296528 10167.118809752166 2335.647632420063 46.837004318833351 204.44854599237442 604.3696306347847 54.425251320004463 8929.7298795301467 160.57091698050499 129.38221979141235 61.951399207115173 61.195959061384201 155.96887332201004 204.93277409672737 691.46216274797916 32.385777518153191 194.67959992587566 1441.0991985201836 208.42645598948002 124.69705495238304 130.38989731669426 908.55317315459251 181.27335467934608 72.695484533905983 533.84951792657375 217.4379251152277 501.52047917246819 2776.4542544409633 27.164072915911674 166.98747524619102 2016.0982149504125 leaf_count=1269548 43497 9534 303 864 2478 220 38195 654 523 252 248 712 836 2845 131 802 5865 842 505 527 3732 762 313 2171 889 2101 12001 123 696 8507 internal_value=-4.39227e-06 -0.000306055 0.00025133 0.00210019 0.00355701 -0.000440092 -0.000522726 -0.00258819 -0.012025 6.54515e-05 -0.000487781 0.00157677 -0.00529357 -0.00385991 0.00237656 0.00367801 -0.000186973 -0.0164913 -0.021027 -0.00831593 -0.00274396 0.000797059 0.00842437 -0.0034392 0.0102135 -0.000935753 -0.00233462 -0.0048442 -0.0115956 -0.0026353 internal_weight=324702 33341.8 17686.4 4813.93 3700.93 12872.5 12825.6 3895.91 709.272 191.334 3186.64 2229.05 957.591 896.395 3096.56 2530.33 1851.04 517.939 333.124 184.815 1113 1695.07 253.969 566.235 378.009 15655.3 5488.22 2711.77 668.508 2043.26 internal_count=1410676 141128 74203 19712 15116 54491 54188 15993 2869 775 13124 9195 3929 3681 12638 10336 7652 2094 1347 747 4596 6940 1075 2302 1543 66925 23428 11427 2797 8630 is_linear=0 shrinkage=0.03 Tree=466 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 1 0 2 0 2 0 2 2 2 0 2 1 2 2 0 2 2 2 2 2 3 2 0 2 1 split_gain=3.53483 12.2362 23.6438 35.5302 27.672 25.4762 24.9525 80.7323 39.9943 39.9834 33.2826 30.4187 29.6166 52.5295 24.5106 22.242 21.111 20.0194 26.2032 19.8565 18.2948 17.7892 17.5803 17.3234 17.2928 35.312 42.3914 30.4359 20.4881 19.8565 threshold=65.500000000000014 4337.8815917968759 7836.1462402343759 77.500000000000014 6665.8681640625009 -11.499999999999998 75.500000000000014 15706.645507812502 71.500000000000014 13771.215820312502 73.500000000000014 21324.808593750004 19411.564453125004 26691.365234375004 74.500000000000014 6233.4113769531259 -2.4999999999999996 11270.709472656252 13771.215820312502 66.500000000000014 5118.9267578125009 4911.6706542968759 10798.300781250002 35052.082031250007 1236.168395996094 2.9229999780654912 2180.0605468750005 72.500000000000014 3826.821655273438 -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 24 3 4 14 -4 7 8 17 22 11 -9 -12 -14 15 -3 -13 19 -19 -7 -5 -16 -10 -15 -2 26 27 -26 -27 -28 right_child=1 2 5 20 -6 6 -8 10 9 -11 12 16 13 23 21 -17 -18 18 -20 -21 -22 -23 -24 -25 25 28 29 -29 -30 -31 leaf_value=2.9224569033101668e-05 -0.00017522494173484172 0.0027575745143444642 0.021797372650178601 0.0054438645178639658 0.0093271865997609574 -0.023303273348393876 0.00036706776077213653 0.0078812851972728665 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2593.0062756277621 81.029708087444305 166.98377019166946 183.48143872618675 1962.2373630926013 leaf_count=1269548 43497 9534 303 864 2478 220 38195 1944 263 252 225 774 376 511 131 802 7850 842 505 527 3732 2171 260 1444 2101 11227 356 696 774 8274 internal_value=-4.25832e-06 -0.000296881 0.000243868 0.00203789 0.0034518 -0.000426859 -0.00050701 -0.00251023 -0.011664 6.33667e-05 -0.000472973 0.00103827 -0.00669244 -0.00464616 0.00230598 0.00356914 -0.000522105 -0.0159914 -0.0203814 -0.00806976 -0.0026617 -0.00333537 0.00954853 -0.00865818 -0.000907752 -0.00226498 -0.00470053 -0.0112638 0.000112993 -0.00255619 internal_weight=324699 33338.5 17684.2 4812.36 3699.37 12871.9 12825.6 3896.22 709.281 191.177 3186.93 2563.94 622.998 567.462 3095.66 2529.31 2087.86 518.104 333.361 184.743 1112.99 566.343 129.351 475.578 15654.2 5487.33 2710.84 667.572 2776.49 2043.27 internal_count=1410676 141128 74203 19712 15116 54491 54188 15993 2869 775 13124 10568 2556 2331 12638 10336 8624 2094 1347 747 4596 2302 523 1955 66925 23428 11427 2797 12001 8630 is_linear=0 shrinkage=0.03 Tree=467 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 2 2 2 2 1 0 2 1 2 2 2 0 2 1 0 2 2 2 2 0 2 2 0 0 1 split_gain=3.32595 12.2313 32.0879 27.1013 14.192 13.7511 27.02 12.8859 84.8092 18.8527 17.8321 33.1254 16.6815 13.4962 21.5516 12.0239 18.1324 19.6942 21.8894 11.9907 11.9111 25.0017 103.089 20.0192 28.413 19.5797 19.6301 15.4066 14.0218 15.0746 threshold=65.500000000000014 1.5000000000000002 305.33541870117193 87.386707305908217 2.5095000267028813 94085.273437500015 79002.019531250015 1148.0775146484377 2180.0605468750005 -2.4999999999999996 68.500000000000014 911.27563476562511 -5.4999999999999991 188.89690399169925 271.27960205078131 346.46589660644537 79.500000000000014 207.88987731933597 -2.4999999999999996 69.500000000000014 3673.2597656250005 7836.1462402343759 15354.050781250002 20654.361328125004 67.500000000000014 11270.709472656252 13771.215820312502 66.500000000000014 67.500000000000014 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 3 -3 5 6 7 10 -9 -10 13 12 -12 -2 -15 16 17 -6 -19 -4 28 -22 25 24 -24 27 -27 -23 -11 -30 right_child=1 2 19 -5 15 -7 -8 8 9 20 11 -13 -14 14 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 26 -28 -29 29 -31 leaf_value=2.8347900178703017e-05 0.010037057366325914 0.019856123451316262 0.0015603393289865791 -0.013111386320187336 0.002202931937912992 -0.01639289130193786 0.026180975977742632 -0.01572747374974345 -0.0064582948478364476 0.0013594999258268105 0.018392590254760071 0.011350857425042759 -0.0042586720493237645 -0.0070554430547301846 0.0030822468431802507 0.00031792508649261796 -0.0050450269343008079 -0.02293972013527942 0.017355871699347169 -0.00158755461508515 0.0034870755608047621 -0.021484158584207654 -0.0010326993998793382 0.00019473952957984003 0.018565056846715364 -0.027409883553475796 -0.0084768004353897117 0.00015443407016619984 -0.012953941025440877 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0.00742086 0.01468 -0.000952848 -0.000132822 0.000690731 -0.0020171 0.00238064 0.00955841 -0.0159913 -0.021369 -0.00692391 -0.00368956 -0.00732198 internal_weight=324695 33335.2 7088.2 322.859 26247 7636.66 7584.26 7551.42 4516.44 4139.38 3034.98 1378.69 1231.49 1656.29 1466.06 18610.4 603.352 467.952 195.699 6765.34 3659.74 2971.66 1509.73 1148.34 268.074 361.388 226.848 134.539 688.08 400.18 internal_count=1410676 141128 30869 1585 110259 31637 31407 31262 18696 17140 12566 5692 5087 6874 6055 78622 2638 2029 811 29284 14976 12096 6170 4714 1097 1456 913 543 2880 1692 is_linear=0 shrinkage=0.03 Tree=468 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 2 2 2 2 1 2 0 1 2 2 2 0 2 2 2 1 2 2 0 2 1 2 2 2 2 split_gain=3.12975 11.5141 30.3793 25.5777 13.3538 12.8707 25.6042 12.1244 79.9159 17.6976 17.2847 25.5322 13.1752 20.9335 20.0558 11.7754 11.3872 13.1653 25.1268 18.3192 15.6257 12.5989 11.3089 17.0521 18.4997 20.5592 11.2065 23.5307 97.008 18.8644 threshold=65.500000000000014 1.5000000000000002 305.33541870117193 87.386707305908217 2.5095000267028813 94085.273437500015 79002.019531250015 1148.0775146484377 2180.0605468750005 -2.4999999999999996 401.18936157226568 69.500000000000014 1.0000000180025095e-35 297.03073120117193 291.56593322753912 259.04246520996099 68.500000000000014 876.87890625000011 594.21514892578136 3232.175903320313 3.5000000000000004 3673.077514648438 346.46589660644537 79.500000000000014 207.88987731933597 -2.4999999999999996 3673.2597656250005 7836.1462402343759 15354.050781250002 20654.361328125004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 5 6 7 10 -9 -10 11 12 13 14 -2 -5 17 18 20 -19 -4 -21 23 24 -6 -26 -11 -28 -29 -30 right_child=1 2 16 15 22 -7 -8 8 9 26 -12 -13 -14 -15 -16 -17 -18 19 -20 21 -22 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=2.7497483170853497e-05 0.0043633422058793432 0.019195953377670483 -0.001185771808695733 -0.0057409260262274884 0.0021363943008207366 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18006.778759270906 135.3329901471734 13.066504895687101 182.83170892298222 1461.4767958968878 361.34880696237087 267.77173809707165 880.24082660675049 leaf_count=1269548 1698 102 400 632 1218 230 145 1556 2164 2880 3662 1773 3137 1937 359 851 24895 603 82 248 199 2857 75984 609 56 755 5926 1456 1097 3617 internal_value=-4.00577e-06 -0.000279382 -0.00135249 -0.0103656 1.03323e-05 -0.00104611 -0.000943484 -0.00105802 -0.00204341 -0.000839706 0.000408604 -0.00105227 0.000581364 0.00286252 0.00714689 -0.0127892 -0.000924382 0.00195435 0.0101732 0.000575481 0.00557391 0.00242968 0.000443783 0.00448321 0.00719428 0.014225 -0.000128828 0.000670231 -0.001957 0.00230996 internal_weight=324692 33331.8 7085.8 321.302 26246 7635.7 7583.06 7550.46 4516.16 4139.56 3034.3 2142.45 1715.57 978.722 500.994 296.956 6764.5 1045.54 150.207 895.329 131.702 754.468 18610.3 603.54 468.207 195.898 3658.99 2970.84 1509.36 1148.01 internal_count=1410676 141128 30869 1585 110259 31637 31407 31262 18696 17140 12566 8904 7131 3994 2057 1483 29284 4389 681 3708 599 3105 78622 2638 2029 811 14976 12096 6170 4714 is_linear=0 shrinkage=0.03 Tree=469 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 1 0 0 2 2 0 1 2 0 2 2 2 2 2 2 2 3 2 0 2 1 1 0 2 0 split_gain=2.94543 11.1675 21.1931 32.9501 26.4876 24.4925 22.6386 22.4981 69.8516 30.1253 24.8642 22.5865 21.3126 18.7953 22.7294 20.7493 17.7318 17.1976 16.719 16.2909 15.0038 31.0023 36.0084 26.2495 19.2926 18.4781 18.1912 18.0593 15.8742 15.7155 threshold=65.500000000000014 4337.8815917968759 7836.1462402343759 77.500000000000014 6665.8681640625009 -11.499999999999998 74.500000000000014 75.500000000000014 16437.536132812504 26691.365234375004 73.500000000000014 -2.4999999999999996 6233.4113769531259 67.500000000000014 12367.713378906252 13515.104003906252 11031.315917968752 5118.9267578125009 4911.6706542968759 35052.082031250007 1236.168395996094 2.9229999780654912 2180.0605468750005 72.500000000000014 3826.821655273438 -9.4999999999999982 -5.4999999999999991 87.500000000000014 1384.018249511719 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 20 3 4 6 -4 12 8 13 -10 11 -11 -3 15 -15 16 -7 -5 -8 -12 26 22 23 -22 28 -24 -2 29 -23 -28 right_child=1 2 5 17 -6 7 18 -9 9 10 19 -13 -14 14 -16 -17 -18 -19 -20 -21 21 24 25 -25 -26 -27 27 -29 -30 -31 leaf_value=2.667256857348989e-05 0.0093186566188062526 0.0026062661324115417 0.021502304242745643 0.0052753540314607449 0.0090584828952069759 -0.012900259261323651 -0.024154093456297293 0.00036240234853991753 0.0040498228457732004 -0.01170325019235084 -0.017605349058836161 0.00048282382097037345 0.012955688603806836 -0.0006887317863993412 -0.012941848251912105 -0.0031077241118846462 -0.032400250088785908 -0.0043514931840694113 -0.0019653624352872984 -0.005042618213135024 -0.013910922246185634 -0.0078200238331370738 -0.02677966543356804 -0.00016751016510681892 -0.009297776995549175 -0.0020943755249159895 2.8531791868254028e-05 0.0063539152311411573 0.0014148256145276035 -0.0029775355701331658 leaf_weight=291359.6671017335 178.56108617782593 2334.0964657068253 45.831809222698212 204.63919661939144 603.04345087707043 80.388647109270096 32.417817905545235 8928.5421520108357 964.12745951116085 150.40119452774525 126.54885867238045 1523.5307649224997 193.96110573410988 250.45164366066456 298.80655917525291 64.864717185497284 87.814663171768188 908.23579782247543 533.98668314516544 349.39276473224163 498.56392358243465 180.0217230618 27.665851399302483 166.9622787386179 183.27940113842487 2015.8701943904161 7666.6319301575422 349.80703064799309 2412.833912756294 1966.7365688607097 leaf_count=1269548 794 9534 303 864 2478 326 131 38195 3938 683 511 6250 802 1012 1212 263 354 3732 2171 1444 2101 814 123 696 774 8507 32518 1548 10413 8637 internal_value=-3.88739e-06 -0.000271048 0.000245553 0.00194448 0.00330664 -0.000389416 0.00218574 -0.000467649 -0.00236974 -0.000356401 -0.00233241 -0.000612083 0.00340031 -0.0103837 -0.00735465 -0.0175221 -0.0230807 -0.00258128 -0.00323532 -0.00838294 -0.000854809 -0.00211924 -0.00440238 -0.0104631 0.000108739 -0.00242857 -0.000172283 -0.00034204 0.000773651 -0.000585183 internal_weight=324688 33328 17681.1 4810.38 3697.51 12870.7 3094.46 12824.9 3896.33 3114 2149.87 1673.93 2528.06 782.326 549.258 233.068 168.203 1112.87 566.405 475.942 15646.9 5485.2 2709.06 665.526 2776.14 2043.54 10161.7 9983.18 2592.86 9633.37 internal_count=1410676 141128 74203 19712 15116 54491 12638 54188 15993 12826 8888 6933 10336 3167 2224 943 680 4596 2302 1955 66925 23428 11427 2797 12001 8630 43497 42703 11227 41155 is_linear=0 shrinkage=0.03 Tree=470 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 1 0 1 2 2 2 2 3 2 1 0 2 1 0 0 2 0 1 3 0 2 3 2 3 split_gain=3.64396 14.5395 6.48811 8.1345 7.07442 8.40551 7.0523 6.95981 6.24823 8.4357 13.6138 12.2083 23.1178 8.25221 9.75162 8.24018 5.99695 6.18228 5.52419 5.10423 5.05146 4.30045 4.46137 4.37798 4.22314 3.92038 2.41671 28.8659 50.5779 51.9654 threshold=56.500000000000007 58.500000000000007 27583.159179687504 73.500000000000014 4911.6706542968759 71.500000000000014 82.000000000000014 82.500000000000014 42.500000000000007 1748.5217285156252 200.29206085205081 9801.5458984375018 7656.2912597656259 1.247500002384186 2902.4506835937505 44.500000000000007 60.500000000000007 3008.5642089843755 75.500000000000014 71.500000000000014 77.500000000000014 13515.104003906252 55.500000000000007 50.500000000000007 1.1980000138282778 92.500000000000014 8007.5161132812509 3.4465000629425053 10798.300781250002 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=8 -2 3 4 -3 -6 18 -5 26 10 -10 12 13 14 24 -13 17 -15 -4 -18 21 23 -23 -17 -11 -8 -1 -28 29 -29 right_child=1 2 6 7 5 -7 25 -9 9 11 -12 15 -14 16 -16 20 19 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-3.6876418210077467e-05 -0.023648235356567099 0.0092238378918980592 0.0069148985806644697 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16.264680877327919 12.994745895266531 20.510368600487709 13.567913293838499 15.630584195256231 15.882663439493625 39516.618946887553 2419.9632120281458 57838.090799980098 6493.5910491375253 leaf_count=938898 119 178 119 85 127 154 22 91 60 250 83 78 92 87 73 84 143 114 77 57 78 55 90 56 63 245 162252 10012 269385 27397 internal_value=2.19406e-05 -0.00369379 -0.000931026 -0.00426869 -0.0002637 -0.00623302 0.00746018 -0.0165236 2.46589e-05 0.00403783 0.0184858 0.00253122 -0.00155937 0.00176936 0.00815363 0.0110354 -0.00430499 -0.0116125 0.0151566 0.00322097 0.00705016 0.0106501 0.0030038 0.0181114 0.012691 -0.00643946 2.03402e-05 0.000137629 0.000518055 0.0026216 internal_weight=324694 237.361 208.494 149.163 112.423 69.006 59.3308 36.7406 324457 348.785 32.9361 315.849 213.266 191.515 93.3752 102.583 98.1395 49.7925 38.1864 48.347 84.1057 67.841 33.5051 34.3359 76.5974 21.1444 324108 106268 66751.6 8913.55 internal_count=1410624 1217 1098 635 459 281 463 176 1409407 1463 143 1320 879 787 386 441 401 201 196 200 363 285 145 140 313 267 1407944 469046 306794 37409 is_linear=0 shrinkage=0.03 Tree=471 num_leaves=31 num_cat=0 split_feature=1 1 2 1 1 2 0 0 1 2 2 2 2 1 3 2 0 1 0 2 0 1 3 0 0 1 0 0 2 3 split_gain=3.43544 13.6572 6.13265 7.69365 6.68552 6.66381 6.61801 6.18995 5.88466 7.91067 12.7291 11.5018 21.8648 7.78252 7.77483 9.19038 5.69924 5.35683 4.75812 4.04501 4.20535 4.1195 3.98863 3.71348 2.65257 4.87375 2.40532 3.39836 2.27401 27.161 threshold=56.500000000000007 58.500000000000007 27583.159179687504 73.500000000000014 82.000000000000014 4432.1855468750009 82.500000000000014 71.500000000000014 42.500000000000007 1748.5217285156252 200.29206085205081 9801.5458984375018 7656.2912597656259 44.500000000000007 1.247500002384186 2902.4506835937505 57.500000000000007 75.500000000000014 77.500000000000014 13515.104003906252 55.500000000000007 50.500000000000007 1.1980000138282778 92.500000000000014 71.500000000000014 52.500000000000007 94.500000000000014 97.500000000000014 8007.5161132812509 3.4465000629425053 decision_type=2 2 2 2 2 2 2 2 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 17 -3 -5 -7 28 10 -10 12 14 -13 15 22 -16 -4 19 21 -21 -15 -11 -6 25 -18 -25 -28 -1 -30 right_child=1 2 4 6 23 7 -8 -9 9 11 -12 13 -14 18 16 -17 24 -19 -20 20 -22 -23 -24 26 -26 -27 27 -29 29 -31 leaf_value=-3.5770083880655254e-05 -0.022916549656234669 0.010353427642585239 0.0067228078746306152 -0.027924309529594259 0.015552909655822615 -0.013848399870948418 -0.0023380934592474836 0.0032420617649193185 -0.004840313863632574 0.0088627627539744971 0.033166245843524442 0.028371709575507102 -0.030095819729258486 0.025978758530271755 -0.016824870395125563 -0.012205086920347783 -0.0034429745493045421 0.030533271453910445 -0.0077302470021519114 -0.010413732834775407 0.01140484556781687 0.0047163256904704859 0.02586794212989323 -0.035287294606421833 -0.012067271318087493 0.014566870764233459 0.0030582703797604085 -0.031600352585799692 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0.0103421 0.00291873 0.0175788 0.01233 -0.00629156 -4.34635e-05 0.0026414 -0.0135784 -0.00724478 1.97309e-05 0.000133507 internal_weight=324689 236.852 207.958 149.046 58.9118 112.447 36.5991 76.293 324453 348.438 32.9973 315.441 212.986 102.456 191.344 93.2268 98.1171 37.9155 84.0241 67.7673 33.4522 34.3151 76.477 20.9964 73.9512 60.4525 15.7444 12.1884 324104 106264 internal_count=1410624 1217 1098 635 463 459 176 311 1409407 1463 143 1320 879 441 787 386 401 196 363 285 145 140 313 267 303 246 245 223 1407944 469046 is_linear=0 shrinkage=0.03 Tree=472 num_leaves=31 num_cat=0 split_feature=1 1 2 1 2 0 1 0 1 2 2 2 2 1 3 2 0 2 1 0 0 2 0 1 3 0 0 0 2 3 split_gain=3.23932 12.8326 5.79587 7.27767 6.36505 7.48716 6.33891 6.29526 5.54245 7.42235 11.9126 10.8378 20.6856 7.35369 7.32501 8.66188 5.54467 5.69962 5.19448 4.61972 4.48226 3.80609 3.96408 3.87891 3.76946 3.51897 2.31346 3.30449 2.1397 25.5568 threshold=56.500000000000007 58.500000000000007 27583.159179687504 73.500000000000014 4911.6706542968759 71.500000000000014 82.000000000000014 82.500000000000014 42.500000000000007 1748.5217285156252 200.29206085205081 9801.5458984375018 7656.2912597656259 44.500000000000007 1.247500002384186 2902.4506835937505 60.500000000000007 3008.5642089843755 75.500000000000014 71.500000000000014 77.500000000000014 13515.104003906252 55.500000000000007 50.500000000000007 1.1980000138282778 92.500000000000014 94.500000000000014 97.500000000000014 8007.5161132812509 3.4465000629425053 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 3 4 -3 -6 18 -5 28 10 -10 12 14 -13 15 24 17 -16 -4 -18 21 23 -23 -15 -11 -8 -27 -28 -1 -30 right_child=1 2 6 7 5 -7 25 -9 9 11 -12 13 -14 20 16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 29 -31 leaf_value=-3.4697042717986792e-05 -0.022213842672527486 0.0087576358133545588 0.0065357584657169173 -0.027268541895168686 -0.016738317613928626 0.0030982210200250736 0.015115609486279167 -0.0022699773593031253 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8.5808652341365796 3.5215646587312213 39516.529334694147 66743.873431520071 leaf_count=938898 119 178 119 85 127 154 22 91 60 250 83 78 92 84 87 73 143 114 77 57 78 55 90 56 63 22 74 149 162252 306794 internal_value=2.06453e-05 -0.00349026 -0.00088035 -0.00402306 -0.00024768 -0.00590318 0.00712146 -0.0156718 2.32028e-05 0.00380674 0.0173327 0.0023879 -0.00147114 0.010411 0.00166792 0.007697 -0.00405116 -0.0110726 0.0144701 0.00319211 0.00664736 0.010044 0.00283609 0.0170651 0.0119799 -0.00615054 -0.0132947 -0.00708144 1.91392e-05 0.000129507 internal_weight=324684 236.343 207.429 148.935 112.48 69.09 58.4941 36.4549 324448 348.083 33.0466 315.037 212.72 102.316 191.194 93.0743 98.1195 49.8225 37.6483 48.297 83.9357 67.687 33.3991 34.2879 76.3526 20.8458 15.6038 12.1024 324100 106260 internal_count=1410624 1217 1098 635 459 281 463 176 1409407 1463 143 1320 879 441 787 386 401 201 196 200 363 285 145 140 313 267 245 223 1407944 469046 is_linear=0 shrinkage=0.03 Tree=473 num_leaves=31 num_cat=0 split_feature=1 1 2 1 1 0 2 0 1 2 2 2 2 1 3 2 0 2 1 0 0 2 0 1 3 0 0 0 0 2 split_gain=3.05476 12.0614 5.47786 6.88453 6.00996 5.99017 5.98958 7.03211 5.22122 6.9671 11.1576 10.2131 19.5751 6.95139 6.90198 8.16411 5.21573 5.36017 5.03684 4.3498 4.22277 3.58247 3.7367 3.65463 3.56432 3.33456 2.22566 3.21322 2.13382 2.01331 threshold=56.500000000000007 58.500000000000007 27583.159179687504 73.500000000000014 82.000000000000014 82.500000000000014 4911.6706542968759 71.500000000000014 42.500000000000007 1748.5217285156252 200.29206085205081 9801.5458984375018 7656.2912597656259 44.500000000000007 1.247500002384186 2902.4506835937505 60.500000000000007 3008.5642089843755 75.500000000000014 71.500000000000014 77.500000000000014 13515.104003906252 55.500000000000007 50.500000000000007 1.1980000138282778 92.500000000000014 94.500000000000014 97.500000000000014 82.500000000000014 8007.5161132812509 decision_type=2 2 2 2 2 2 2 2 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 6 18 -5 -3 -8 29 10 -10 12 14 -13 15 24 17 -16 28 -18 21 23 -23 -15 -11 -6 -27 -28 -4 -1 right_child=1 2 4 5 25 -7 7 -9 9 11 -12 13 -14 20 16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-3.365611408187252e-05 -0.021538309498312678 0.0085003751340632511 -0.0037243967666814792 -0.026633089740863623 0.014691348107851152 -0.0022037925809394732 -0.016211400650713581 0.0030059295867616836 -0.0045685434502447568 0.0083620215062714439 0.03100140281368248 0.026852033535691322 -0.02863342315205987 0.024488944927843329 -0.021937879113877744 -0.011523167429339422 0.0087137679106729215 -0.0020943592771865463 0.029715294591283466 -0.011350540702102657 -0.0072806910050534244 -0.0097760976555829361 0.010803517768930876 0.004444947760276677 0.024477510048670107 -0.034265681845155223 0.0028670056199479833 -0.031504143971512688 0.0139977238565834 0.00012562629506193221 leaf_weight=217839.54338587658 28.925874911248684 43.362274840474129 10.752514570951464 19.411623790860176 5.2316862046718624 16.896855227649212 31.398736149072647 37.730307631194592 13.216295957565306 60.718590021133423 19.8684938326478 18.325237780809402 21.40624238550663 20.720481365919113 21.70724381506443 16.693462416529655 34.751410618424416 28.124560639262199 12.456370212137697 13.502919115126131 16.240659832954407 13.039984092116354 20.305854201316833 13.534474924206732 15.506269022822378 3.4472193717956534 8.5960967764258367 3.4225439811125389 14.176186710596083 106256.46114896657 leaf_count=938898 119 178 48 85 22 91 127 154 60 250 83 78 92 84 87 73 143 114 77 57 78 55 90 56 63 22 74 149 71 469046 internal_value=2.00263e-05 -0.00339326 -0.000856252 -0.00390616 0.0069572 -0.0152644 -0.000240083 -0.00572267 2.25071e-05 0.00369698 0.0167924 0.00231971 -0.00142918 0.0101139 0.00161965 0.00747886 -0.00393087 -0.0107384 0.0141375 0.00309921 0.00645545 0.00975547 0.0027558 0.0165694 0.0116404 -0.00601231 -0.0130158 -0.00692085 0.00635363 1.85654e-05 internal_weight=324679 235.808 206.882 148.8 58.0826 36.3085 112.491 69.129 324444 347.662 33.0848 314.577 212.411 102.167 191.004 92.9183 98.0861 49.8318 37.3851 48.2543 83.8415 67.6008 33.3458 34.255 76.2249 20.6975 15.4659 12.0186 24.9287 324096 internal_count=1410624 1217 1098 635 463 176 459 281 1409407 1463 143 1320 879 441 787 386 401 201 196 200 363 285 145 140 313 267 245 223 119 1407944 is_linear=0 shrinkage=0.03 Tree=474 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 1 2 0 1 0 2 2 1 3 0 2 1 2 3 0 1 0 3 2 2 2 0 2 3 1 split_gain=2.88086 11.3397 5.17782 6.51307 5.70148 5.69898 5.64092 5.18168 4.94315 6.7895 10.0783 15.1156 4.88236 4.43182 5.72517 9.43399 20.1817 7.07845 12.0603 7.57387 7.71915 5.18942 4.23618 4.14539 3.35602 3.19126 3.15971 2.90505 2.61265 3.08685 threshold=56.500000000000007 58.500000000000007 27583.159179687504 73.500000000000014 82.500000000000014 82.000000000000014 4432.1855468750009 71.500000000000014 37.500000000000007 73.500000000000014 9801.5458984375018 7303.1936035156259 75.500000000000014 1.532000005245209 56.500000000000007 2134.5515136718755 43.500000000000007 2848.0100097656255 1.1980000138282778 47.500000000000007 41.500000000000007 57.500000000000007 1.247500002384186 12367.713378906252 3346.970825195313 3673.077514648438 92.500000000000014 203.28157806396487 1.3535000085830691 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=8 -2 3 6 -5 12 -3 -8 -1 10 11 13 -4 14 15 16 22 18 -17 20 -19 -16 -10 -12 -15 -21 -7 -18 -25 -30 right_child=1 2 5 4 -6 26 7 -9 9 -11 23 -13 -14 24 21 17 27 19 -20 25 -22 -23 -24 28 -26 -27 -28 -29 29 -31 leaf_value=1.6947001610955874e-05 -0.020888307448613006 0.0095397577039894304 0.0061783876029858423 -0.026016707556745237 -0.0021394869261993697 0.014279612311673549 -0.012666820440442353 0.0029592745523118252 -0.033266656980873596 -0.0054707055906700842 0.018968841939225548 -0.022944589699713459 0.029316951716661613 0.024446635310270397 -0.021388701667201804 0.0050303122377860715 -0.0019491977649690386 0.00049728668717872288 0.026863963485497667 0.0008415856123296791 -0.027727449652918314 -0.00077193141355238277 -0.0092989400847416619 0.0015812483636292078 0.0069525800763056639 0.022271769525819558 -0.012741581530607626 0.016861171902143209 0.019736829345460657 0.0030461614943178145 leaf_weight=323878.54588111909 28.931112289428711 36.100474670529366 24.869226649403572 19.277421608567238 16.882791679352522 5.2212196886539486 38.182936728000641 38.213347651064396 18.683464609086517 76.645378179848194 44.097862258553505 21.185907065868378 12.24999016523361 12.117987930774687 16.680770099163055 72.35951192677021 11.739440202713014 25.937926113605499 33.223708003759384 11.872602581977846 13.137865647673605 32.196943908929825 10.29335296154022 36.297015860676765 53.184713691473007 13.2149161696434 15.330554398708044 19.940821543335915 23.46950775384903 17.341292187571526 leaf_count=1407013 119 148 119 85 91 22 155 156 87 349 179 93 77 50 67 298 53 107 135 48 55 130 50 152 220 63 245 82 99 77 internal_value=1.94256e-05 -0.00329915 -0.000832814 -0.00379288 -0.0148687 0.00679727 -0.000232743 -0.00485066 2.18319e-05 0.00282889 0.00413517 0.00165079 0.0138145 0.00316298 0.00151782 0.00349617 -0.00665892 0.00712499 0.0119007 -0.00073359 -0.00899229 -0.00780793 -0.0247527 0.0116324 0.0101989 0.01213 -0.00587679 0.0098908 0.00743676 0.0126446 internal_weight=324677 235.259 206.328 148.657 36.1602 57.671 112.497 76.3963 324442 563.621 486.976 365.77 37.1192 344.584 279.281 230.404 60.6571 169.747 105.583 64.1633 39.0758 48.8777 28.9768 121.206 65.3027 25.0875 20.5518 31.6803 77.1078 40.8108 internal_count=1410624 1217 1098 635 176 463 459 311 1409407 2394 2045 1538 196 1445 1175 978 272 706 433 273 162 197 137 507 270 111 267 135 328 176 is_linear=0 shrinkage=0.03 Tree=475 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 0 2 0 2 2 3 0 2 0 2 2 0 1 0 2 1 2 0 2 0 2 2 1 2 2 split_gain=3.74098 8.39015 4.51868 3.65718 5.06376 15.1362 14.5555 25.4385 19.2134 12.1604 11.2797 12.0239 9.61116 8.94154 18.4884 16.2887 12.7549 22.2929 10.582 14.3002 13.1209 19.7019 14.4982 10.0477 9.9318 11.5459 9.88769 9.61663 9.54671 12.9215 threshold=32.500000000000007 37.500000000000007 3912.428344726563 10.500000000000002 305.33541870117193 32.500000000000007 594.21514892578136 31.500000000000004 401.18936157226568 444.35388183593756 1.247500002384186 68.500000000000014 2272.6494140625005 56.500000000000007 3618.2971191406255 4165.5986328125009 66.500000000000014 19.500000000000004 24.500000000000004 16861.583007812504 23.500000000000004 31594.402343750004 45.500000000000007 52483.353515625007 76.500000000000014 71819.058593750015 16437.536132812504 23.500000000000004 30543.693359375004 71819.058593750015 decision_type=2 2 2 2 2 2 2 2 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 -6 10 -10 -9 -12 -8 14 -14 16 17 -15 28 26 22 -22 23 -21 -17 -26 -20 -19 -16 -30 right_child=1 -3 -4 4 6 -7 12 8 9 -11 11 -13 13 15 18 24 -18 27 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=4.7350925617697946e-05 0.029839562672428415 0.0011984960682300692 0.0087612677039917847 0.02023498964644907 -0.0042723059454990156 -0.0046386416055448926 -0.0046193015172222652 -0.021919566988561321 0.041712954708182322 0.016253321664019944 0.013284533767703657 -0.014545321076989123 0.0057348109160685924 -0.0095576606683474372 -0.00029506486240849075 0.0033700323862339543 -0.019257655039158859 0.03270109149638397 -0.00057050602758720534 -0.014268331654157659 0.01203466690042829 -0.013222303518758718 0.0098609818859065387 -0.0010103681670581431 -0.0091396450869355422 0.0038956101209790968 0.023011444178422734 0.0041526009461328936 0.011304256471728481 -0.0026009945274464456 leaf_weight=318335.52308266039 11.74025985598564 1034.9812880628742 41.542376041412354 23.030481562018394 138.0459042340517 500.90986777096987 546.24535846710205 14.059894874691961 21.444743782281876 79.397223994135857 63.650308638811111 17.902060613036156 493.17618130147457 203.42688956856728 433.12727218866348 340.47333791851997 74.219042848795652 15.137653112411497 1326.302400700748 240.88820254802704 71.528136402368546 45.464123114943504 31.748013809323311 65.417390570044518 167.62406528741121 96.282136000692844 16.197559684514999 35.578313320875168 187.49625100195408 88.549770563840866 leaf_count=1380162 50 4630 172 123 784 3517 2719 95 113 425 385 99 2041 921 1792 1381 413 64 6530 1120 295 185 133 285 737 408 76 144 794 360 internal_value=4.01974e-05 0.00179617 0.0134056 3.42934e-05 -0.0007445 -0.00354529 -0.000439632 0.00559702 0.0125321 0.0216675 0.00289698 0.00717543 -0.000890473 -0.000372536 0.000425115 -0.00293795 -0.00831646 -0.00512123 -0.000619524 -0.00184382 -0.00643985 0.00221961 -0.00943667 -0.0114368 -1.57858e-05 -0.00438393 -0.000285985 0.0126737 0.00248372 0.00684374 internal_weight=324761 1088.26 53.2826 323673 5337.32 523.94 4813.38 334.5 196.454 100.842 95.6123 81.5524 4478.88 3932.64 2999.9 932.741 328.362 254.143 2506.72 1797.55 455.046 116.992 338.054 306.306 604.38 263.906 1342.5 50.716 709.173 276.046 internal_count=1410953 4852 222 1406101 25939 3640 22299 1901 1117 538 579 484 20398 17679 13611 4068 1542 1129 11570 8624 2018 480 1538 1405 2526 1145 6606 208 2946 1154 is_linear=0 shrinkage=0.03 Tree=476 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 1 2 0 2 1 0 2 2 2 1 0 2 2 2 2 2 0 2 2 2 0 1 1 2 0 split_gain=3.52031 7.90869 4.25453 3.59975 10.7103 4.9895 10.9321 6.36282 8.36541 8.1242 5.47732 15.177 4.67414 3.63244 3.45156 16.4156 4.63176 6.05081 4.59062 3.94177 7.93498 7.49013 4.8898 7.23543 6.29967 5.3699 3.80109 3.44604 4.77955 14.1717 threshold=32.500000000000007 37.500000000000007 3912.428344726563 3618.2971191406255 3232.175903320313 42.500000000000007 2580.519653320313 49.500000000000007 2321.0456542968755 39.500000000000007 56.500000000000007 1420.9512329101565 2958.6174316406255 2021.488708496094 44.500000000000007 89.500000000000014 4432.1855468750009 15354.050781250002 42314.533203125007 15706.645507812502 14054.634277343752 43.500000000000007 3751.9816894531255 5808.2832031250009 6368.3278808593759 68.500000000000014 41.500000000000007 10.500000000000002 305.33541870117193 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 -2 4 5 6 7 8 13 -9 -7 -12 -13 -3 15 18 -16 -18 19 20 21 -5 -23 25 -25 -24 -26 -1 29 -29 right_child=1 3 -4 14 -6 10 -8 9 -10 -11 11 12 -14 -15 16 -17 17 -19 -20 -21 -22 22 23 24 26 -27 -28 28 -30 -31 leaf_value=4.593044547275748e-05 0.028976761428337858 -0.01546929867772672 0.0085116107595242154 -0.0049743344464885991 -0.012689325188835119 0.0087136451173242188 0.007208420795569318 0.0085011322458513512 0.0064502429567145454 -0.019436459034246231 0.022139373743926626 -0.019048369969470756 0.0019302308909626921 -0.034867352336240304 0.010447918007503592 -0.016089532152711545 -0.0041698886607156533 0.0043858717531378155 0.02398254977848099 -0.0023919510469728083 0.027344426707661358 0.022851500041779372 0.0044844031290617228 0.032589443309616981 0.0052399437309949039 -0.019730140005580335 0.021989572318388478 0.019458968360330467 -0.00042699011093617076 -0.0045129929154223078 leaf_weight=318335.1630765202 11.727326780557631 42.363294847309589 41.47901576757431 40.876876190304756 60.423114068806171 108.65051848441362 66.185037195682526 32.680067256093025 14.220908433198927 13.132482916116713 16.149280026555061 28.410984210669994 14.404874846339224 10.929608404636381 38.06312109157443 29.594792395830154 180.65870871394873 126.47624584892765 14.387104541063307 37.527756556868553 17.762351334095001 21.298851400613785 23.725638017058372 11.62317745387554 57.28842781484127 12.630299806594847 15.491104558110235 23.227391347289085 4810.2151116430759 499.43305974453688 leaf_count=1380162 50 228 172 167 246 454 270 138 58 54 67 122 58 44 160 151 754 763 67 156 73 96 102 51 235 52 64 123 22299 3517 internal_value=3.89877e-05 0.00174246 0.0130224 0.00116257 -0.00103266 0.000996374 -0.00247912 -0.00813685 -0.0139925 0.000492629 0.00471853 -0.00264297 -0.0119904 -0.0194476 0.00258855 0.00504952 0.000576661 -0.00064668 0.00752607 0.00653222 0.00820092 0.00634215 0.00959845 0.00726094 0.0120805 -0.00392789 0.0088051 3.32606e-05 -0.000723038 -0.00344766 internal_weight=324756 1088.16 53.2063 1034.95 407.55 347.127 179.511 113.326 67.5138 45.8126 167.616 58.9651 42.8159 53.2929 627.404 282.206 345.198 307.135 252.612 238.224 200.697 182.934 142.057 120.759 84.4027 36.3559 72.7795 323668 5332.88 522.66 internal_count=1410953 4852 222 4630 1739 1493 792 522 330 192 701 247 180 272 2891 1214 1677 1517 1063 996 840 767 600 504 350 154 299 1406101 25939 3640 is_linear=0 shrinkage=0.03 Tree=477 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 1 2 0 2 1 0 2 2 2 1 0 2 2 0 1 1 2 2 2 0 2 2 2 0 1 split_gain=3.3147 7.45433 4.00858 3.38907 10.0677 4.69897 10.3093 6.0341 7.93058 7.63769 5.15745 14.2717 4.41069 3.48716 3.25091 15.4762 4.3883 4.36429 5.82415 5.57583 13.2145 4.29206 3.70881 7.5119 7.04311 4.53635 6.81621 5.97948 5.04038 3.58495 threshold=32.500000000000007 37.500000000000007 3912.428344726563 3618.2971191406255 3232.175903320313 42.500000000000007 2580.519653320313 49.500000000000007 2321.0456542968755 39.500000000000007 56.500000000000007 1420.9512329101565 2958.6174316406255 229.05034637451175 44.500000000000007 89.500000000000014 42314.533203125007 4432.1855468750009 86.500000000000014 79.500000000000014 71.500000000000014 15706.645507812502 15706.645507812502 14054.634277343752 43.500000000000007 3751.9816894531255 5808.2832031250009 6368.3278808593759 68.500000000000014 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 2 -2 4 5 6 7 8 13 -9 -7 -12 -13 -3 15 16 22 -16 21 20 -20 -19 23 24 -5 -26 28 -28 -27 -29 right_child=1 3 -4 14 -6 10 -8 9 -10 -11 11 12 -14 -15 17 -17 -18 18 19 -21 -22 -23 -24 -25 25 26 27 29 -30 -31 leaf_value=3.2262511241399038e-05 0.028148177484710005 -0.0038727567911080282 0.0082689987314322321 -0.0048250022094442277 -0.0122975922796874 0.0084574725447483373 0.006998710344722406 0.0082439921464512039 0.006262363812325861 -0.018832837482509111 0.021432635905256445 -0.018513146508760871 0.001872339593737184 -0.022899889737425499 0.010148966675377133 -0.015664684104864671 0.023465695536590978 -0.0051219557202982335 -0.00022582513414856332 -0.0026699076593369436 0.037463670733317744 0.0037399251962998148 -0.0023194111578775968 0.026614792531880937 0.022023259231933229 0.0043516951413965265 0.031763257193407238 0.0050829430016490944 -0.019091342707622142 0.021357685025548735 leaf_weight=323666.03414823161 11.710609868168829 10.919774517416952 41.416096523404121 40.877725914120674 60.47658371925354 108.58425883948803 66.124107375741005 32.68828646838665 14.208320409059523 13.146572813391684 16.180847987532616 28.356222108006477 14.404757976531981 42.057619780302048 38.009612336754799 29.487174689769745 14.264744207262991 178.43143859505653 19.858335666358471 26.413963643833995 14.475356765091417 67.907595202326775 37.540202885866165 17.702723473310471 21.434727683663368 23.715843856334686 11.568568363785742 57.286232396960258 12.660843953490255 15.471238851547239 leaf_count=1406101 50 64 172 167 246 454 270 138 58 54 67 122 58 208 160 151 67 743 99 290 83 302 156 73 96 102 51 235 52 64 internal_value=3.78178e-05 0.00169139 0.0126509 0.00112843 -0.00100286 0.000967505 -0.00241006 -0.00791477 -0.0136402 0.000477687 0.00457931 -0.00256514 -0.011646 -0.018978 0.00251217 0.00490158 0.00730311 0.000559561 -0.000627367 0.00769236 0.0156644 -0.00267903 0.00633544 0.00795415 0.00614915 0.00930523 0.00704673 0.0117291 -0.00380761 0.00854362 internal_weight=324753 1087.38 53.1267 1034.25 407.147 346.671 179.145 113.021 67.1857 45.8349 167.526 58.9418 42.761 52.9774 627.106 282.01 252.523 345.096 307.087 60.7477 34.3337 246.339 238.258 200.718 183.015 142.137 120.703 84.326 36.3767 72.7575 internal_count=1410953 4852 222 4630 1739 1493 792 522 330 192 701 247 180 272 2891 1214 1063 1677 1517 472 182 1045 996 840 767 600 504 350 154 299 is_linear=0 shrinkage=0.03 Tree=478 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 0 2 3 3 3 3 2 3 0 2 2 0 2 2 2 2 0 2 1 0 2 2 2 0 split_gain=3.12243 7.02595 3.77921 3.24352 4.51258 13.6642 23.7708 17.7662 13.4831 11.6389 11.0217 15.558 13.8836 10.6991 11.2755 9.06367 8.63971 8.42913 17.3879 15.4131 13.79 14.7342 9.96514 13.5069 12.511 16.5362 9.24052 9.00235 12.1932 8.5247 threshold=32.500000000000007 37.500000000000007 3912.428344726563 10.500000000000002 305.33541870117193 594.21514892578136 31.500000000000004 401.18936157226568 2.1755000352859502 3.0835000276565556 1.1510000228881838 1.2994999885559084 444.35388183593756 1.247500002384186 68.500000000000014 2272.6494140625005 327.07788085937506 56.500000000000007 3618.2971191406255 3673.2597656250005 3673.077514648438 2848.0100097656255 24.500000000000004 16861.583007812504 16.500000000000004 45.500000000000007 16437.536132812504 30543.693359375004 71819.058593750015 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=3 2 -2 -1 8 6 -6 13 -5 -10 -9 -12 -13 -8 16 -7 -15 18 29 20 21 -19 27 26 25 -25 -24 -20 -29 -17 right_child=1 -3 -4 4 5 15 7 10 9 -11 11 12 -14 14 -16 17 -18 19 22 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31 leaf_value=4.3584731135278569e-05 0.027351443917938104 0.0010957364038257891 0.0080332191739762287 -0.0043413514995479059 -0.0041428870554116324 -0.0044777460713399976 -0.021557251602243435 0.0008172558105964228 0.042906434470580089 -0.0017809650382471986 0.054865081656343392 0.045203827860279142 0.01260904143288929 0.029452546319935546 -0.014208449301038798 -0.0018615937458615801 0.0055188127883211095 -0.016067375592750215 -0.00027436369558542874 -0.0003650958487676889 -0.02013001902739352 0.0010828786031254463 -0.00054169107595915863 -0.014594877748239195 -0.0016787506323130623 0.012898932712891107 0.022178806269231684 0.011002073643781278 -0.0025119004732650314 0.0076635623540353987 leaf_weight=318334.56794954208 11.690482914447783 1033.2294585225172 41.353691950440407 500.43616955727339 137.69882580637932 545.18169314414263 13.86265656352043 19.947105020284653 10.324877575039865 10.662336774170397 13.694909021258352 15.106171444058416 53.112915799021721 19.511145815253258 17.763966366648674 108.35856188833714 44.612324357032776 68.654806360602379 433.13826896250248 659.33259112015367 71.826271947473288 131.32086731493473 1325.9638315066695 185.55550350248814 246.20057521760464 22.025286629796028 16.308426082134247 187.0746962428093 88.522838056087494 385.06424713134766 leaf_count=1380162 50 4630 172 3534 784 2719 95 121 55 51 76 75 266 117 99 468 268 300 1792 2755 445 568 6530 863 1064 91 76 794 360 1573 internal_value=3.66837e-05 0.00164241 0.0122908 3.12947e-05 -0.000702556 -0.000415181 0.00542598 0.0120937 -0.00335343 0.0202035 0.020815 0.0256846 0.0198267 0.00281588 0.00694199 -0.000852903 0.0128012 -0.00034997 0.000424362 -0.00284329 -0.00885484 -0.00480507 -0.000589637 -0.0017783 -0.00625272 -0.0116777 -0.00026564 0.00242264 0.00666134 0.00557178 internal_weight=324752 1086.27 53.0442 323666 5331.26 4809.84 335.31 197.611 521.423 20.9872 101.861 81.914 68.2191 95.7501 81.8874 4474.53 64.1235 3929.35 2998.21 931.135 271.802 199.976 2504.79 1796.05 453.781 207.581 1342.27 708.736 275.598 493.423 internal_count=1410953 4852 222 1406101 25939 22299 1901 1117 3640 106 538 417 341 579 484 20398 385 17679 13611 4068 1313 868 11570 8624 2018 954 6606 2946 1154 2041 is_linear=0 shrinkage=0.03 Tree=479 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 2 1 2 0 2 1 0 2 2 2 1 0 2 2 0 1 1 2 1 1 1 0 1 0 2 split_gain=2.93828 6.62427 3.56499 3.24085 3.19287 9.46517 4.42599 9.72348 5.72368 7.51977 7.18157 4.85676 13.422 4.16193 3.32904 3.06026 14.5899 4.19747 4.11263 5.49803 5.29291 12.7249 4.03883 3.51357 3.49681 3.43569 3.24702 3.05962 5.28545 3.77569 threshold=32.500000000000007 37.500000000000007 3912.428344726563 14697.978027343752 3618.2971191406255 3232.175903320313 42.500000000000007 2580.519653320313 49.500000000000007 2321.0456542968755 39.500000000000007 56.500000000000007 1420.9512329101565 2958.6174316406255 229.05034637451175 44.500000000000007 89.500000000000014 42314.533203125007 4432.1855468750009 86.500000000000014 79.500000000000014 71.500000000000014 15706.645507812502 42.500000000000007 70.500000000000014 53.500000000000007 65.500000000000014 47.500000000000007 51.500000000000007 6665.8681640625009 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 14 -10 -8 -13 -14 -3 16 17 23 25 22 21 -21 27 -6 26 -17 -24 -20 -29 -30 right_child=1 4 3 -5 15 -7 11 -9 10 -11 -12 12 13 -15 -16 18 -18 -19 19 20 -22 -23 24 -25 -26 -27 -28 28 29 -31 leaf_value=3.0351067675906614e-05 0.026584432018576954 -0.0037950620580334393 -0.0054343825876722821 0.013139870435459737 0.0048644176357186411 -0.011952851620382576 0.0081767611522878952 0.0067632002429619366 0.0079618521427313668 0.0060479917135155981 -0.018285407544474525 0.020719779888514506 -0.018025414839222469 0.0017833267959000906 -0.022410589613590146 -0.0013158019738478842 -0.015279614534085285 0.022937531213606217 -0.014134460041175228 -0.000251920756990124 -0.0026244512057779943 0.036906218035667758 0.00062816120265788181 0.01674574633406967 -0.011015555500851003 0.017139335549996925 0.01530691711110633 0.012677179212945719 0.0010728443823535682 -0.0092737925421290095 leaf_weight=323661.69414198864 11.667291000485418 10.903788805007933 11.861858949065207 29.430008769035339 213.22812800109386 60.519908562302589 108.50744327902794 66.053764894604683 32.696144133806229 14.193621471524237 13.157422736287115 16.209272339940071 28.302264951169491 14.40452693402767 41.75273384898901 15.036015890538691 29.388237223029137 14.137012943625448 27.856075033545494 19.858477167785168 26.396322665270418 14.243909761309622 32.395120531320572 25.030203282833099 12.105164140462874 22.913986526429653 23.330582723021507 16.561717629432678 51.6397345662117 82.381826594471931 leaf_count=1406101 50 64 50 122 890 246 454 270 138 58 54 67 122 58 208 64 151 67 117 99 290 83 140 106 59 96 103 71 212 343 internal_value=3.55786e-05 0.00159331 0.0119415 0.00780407 0.00106289 -0.00100698 0.000906597 -0.00237625 -0.00773274 -0.0133319 0.000430349 0.00441169 -0.00252256 -0.0113441 -0.0185558 0.00240657 0.00472564 0.007055 0.000510893 -0.000641628 0.00746149 0.0152683 -0.00263224 0.00611261 0.003599 0.0098273 0.00677369 -0.00500094 -0.00331136 -0.00528714 internal_weight=324748 1086.16 52.9592 41.2919 1033.2 406.701 346.181 178.757 112.704 66.8501 45.8536 167.424 58.9161 42.7068 52.6565 626.503 281.784 252.395 344.719 306.769 60.4987 34.1024 246.27 238.258 67.8309 37.95 55.7257 178.439 150.583 134.022 internal_count=1410953 4852 222 172 4630 1739 1493 792 522 330 192 701 247 180 272 2891 1214 1063 1677 1517 472 182 1045 996 302 160 243 743 626 555 is_linear=0 shrinkage=0.03 Tree=480 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 0 0 0 2 0 0 1 2 2 0 2 1 3 0 3 3 2 0 2 2 2 2 1 2 0 split_gain=4.44165 36.8584 16.4008 20.6377 19.1017 18.6105 11.1302 24.1772 20.2409 37.8784 34.5086 23.3532 16.0002 23.4171 24.8001 18.4005 16.4155 10.9684 29.8232 22.1585 10.5359 17.9715 20.9384 28.3965 19.6976 26.1836 45.881 19.1525 31.9474 32.7705 threshold=58311.849609375007 56232.490234375007 1.469500005245209 44.500000000000007 1.7404999732971194 61.500000000000007 21.500000000000004 4.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 79002.019531250015 71819.058593750015 2.5000000000000004 99992.636718750015 1.5000000000000002 21.500000000000004 3.5000000000000004 8.545499801635744 21.500000000000004 15354.050781250002 1.5000000000000002 11817.106933593752 3178.1462402343755 1957.453552246094 1846.5046997070315 1.0000000180025095e-35 16861.583007812504 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 20 3 -2 5 -4 7 8 9 -6 -11 -12 13 16 -15 -14 -10 19 -19 -3 -1 22 -22 24 25 26 -24 -23 -29 -30 right_child=2 17 4 -5 6 -7 -8 -9 12 10 11 -13 15 14 -16 -17 -18 18 -20 -21 21 27 23 -25 -26 -27 -28 28 29 -31 leaf_value=5.7380517908384496e-05 -0.016872207976594177 0.005140380193446167 0.0024234675868118009 -0.002289136280683066 0.023791255445168479 0.018301278827351393 0.00068608450792130148 -0.0015071096289600559 -0.00082722447640644109 -0.02339932640923531 -0.021526466527310467 0.010891934458864853 -0.0030140504149575829 -0.0092041753030616107 0.011966233498644577 0.0010751517200696648 0.018357723663380055 -0.0014088962395146065 0.016740871446488649 -0.01588424887460899 -0.0092192419552815964 2.1556983630105235e-05 -0.0061605346291690542 0.011899542896417382 0.0013333729209973079 -0.01493584915777107 0.033705167242450554 -0.020632051484951612 0.013316201876906847 -0.004573449836510775 leaf_weight=289291.16979005549 116.24385392665863 572.63997177779675 231.05545694380999 351.23826525360346 29.628537949174643 93.252700544893742 7134.5239747972228 12575.836678404361 588.34478284977376 116.01170964539051 28.749621100723743 65.704584196209908 1214.8619697960094 56.770532052963972 405.6573143824935 5359.30695561436 43.07882884144783 128.3354227989912 223.17569979652762 48.97403759509325 185.4092414053157 1404.4525819085538 124.43148051574826 206.3662615455687 2225.7570118606091 165.30417267978191 32.839361689984798 105.31400318443775 97.140957344323397 1795.629801813513 leaf_count=1234564 509 2356 984 1475 180 447 30575 51504 3345 545 193 292 5797 446 3267 37249 217 651 1394 214 2901 9023 662 1061 11220 829 213 671 996 8250 internal_value=1.57258e-05 5.0049e-05 -0.000342613 -0.00591536 -0.000249381 0.00698903 -0.000334377 -0.000689802 0.000609916 -0.00796738 -0.0124382 0.00102454 0.000878481 0.00423805 0.00936722 0.000319495 0.000481667 0.00587901 0.0101145 0.00348395 3.0862e-05 -0.00117866 0.000539242 0.00119605 0.000329273 -0.00659898 0.00216373 -0.00266308 -0.00455012 -0.00365532 internal_weight=325017 296607 28410.3 467.482 27942.8 324.308 27618.5 20484 7908.11 240.094 210.466 94.4542 7668.02 1093.85 462.428 6574.17 631.424 973.125 351.511 621.614 295634 6342.64 2940.11 2754.7 2548.33 322.575 157.271 3402.54 1998.08 1892.77 internal_count=1412030 1275005 137025 1984 135041 1431 133610 103035 51531 1210 1030 485 50321 7275 3713 43046 3562 4615 2045 2570 1270390 35826 16886 13985 12924 1704 875 18940 9917 9246 is_linear=0 shrinkage=0.03 Tree=481 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 0 2 0 0 1 2 2 0 2 1 3 0 3 2 3 2 0 2 2 2 2 1 2 0 2 split_gain=4.1792 34.7581 15.4731 16.0254 15.2247 22.0084 19.0138 35.6569 32.3417 21.8106 15.1149 22.2542 23.5143 17.3148 15.5723 10.4623 28.4404 20.8128 10.2732 9.91711 16.9153 19.7153 26.7449 18.5596 24.6411 43.8206 18.0339 30.7721 24.6293 25.8903 threshold=58311.849609375007 56232.490234375007 1.4100000262260439 44.500000000000007 22.500000000000004 4.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 79002.019531250015 71819.058593750015 2.5000000000000004 99992.636718750015 1.5000000000000002 21.500000000000004 3.5000000000000004 8.545499801635744 68603.160156250015 21.500000000000004 15354.050781250002 1.5000000000000002 11817.106933593752 3178.1462402343755 1957.453552246094 1846.5046997070315 1.0000000180025095e-35 21324.808593750004 1.5000000000000002 16861.583007812504 decision_type=2 2 2 2 2 2 2 2 2 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 5 6 7 -4 -9 -10 11 14 -13 -12 -8 17 -17 -3 -16 -1 21 -21 23 24 25 -23 -22 28 29 -28 right_child=2 15 4 -5 -6 -7 10 8 9 -11 13 12 -14 -15 18 16 -18 -19 -20 20 26 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=5.5659138101837722e-05 -0.016912953689085641 0.004987711199558497 0.02317999293379791 -0.0028860830277669955 0.00095078062570935849 -0.0014166227452283558 -0.00080217531737526997 -0.022622410980344579 -0.020597926962011265 0.010602456327322944 -0.0029235366591487716 -0.008921436150900108 0.0116957354670531 0.0010432740905192261 -0.0017714104001309457 -0.0013663499233623497 0.016385261686529814 -0.015360194456116598 0.028923334919857747 -0.0089493653436607638 2.0910798298116018e-05 -0.0059757560000029044 0.011553277880167629 0.0012935936448378593 -0.014497694793331536 0.03323476243969567 -0.015054745433365451 -0.0031150913665778227 -0.019615206140123315 0.035866367857703724 leaf_weight=289291.01302889897 94.662152498960495 572.46554088592529 29.499533012509346 324.89908034354448 7123.7400030982681 12956.632916487753 588.51234635896981 116.39006985723972 29.138178896158934 65.47705839574337 1214.8995983637869 56.811976961791515 402.63456496596336 5357.3987952230964 15.270660713315008 128.3612261377275 221.20885001122952 49.12324508279562 27.460543692111969 185.27254955749959 1404.4366794992238 124.43071385473013 206.17766664922237 2225.3809175677598 165.19275148957968 32.313053734600544 20.361171171069145 1780.1559817790985 180.69512060284615 16.085743226110935 leaf_count=1234564 419 2356 180 1359 30669 53047 3345 545 193 292 5797 446 3267 37249 76 651 1394 214 141 2901 9023 662 1061 11220 829 213 266 8673 851 127 internal_value=1.52587e-05 4.85491e-05 -0.000332377 -0.00605085 -0.00024664 -0.000655559 0.000592094 -0.00771375 -0.0120328 0.000993831 0.000852775 0.00412342 0.00914636 0.000310003 0.000467505 0.00571475 0.00986692 0.00337965 0.0179541 2.99355e-05 -0.00114373 0.000523393 0.00116078 0.00031962 -0.00641296 0.00210757 -0.00258396 -0.00441562 -0.0150775 0.00741914 internal_weight=325006 296603 28403.4 419.561 27983.9 20860.1 7903.49 240.505 211.005 94.6152 7662.99 1090.69 459.447 6572.3 631.244 971.159 349.57 621.589 42.7312 295632 6340.5 2938.77 2753.5 2547.32 321.937 156.744 3401.73 1997.3 217.142 36.4469 internal_count=1412030 1275005 137025 1778 135247 104578 51531 1210 1030 485 50321 7275 3713 43046 3562 4615 2045 2570 217 1270390 35826 16886 13985 12924 1704 875 18940 9917 1244 393 is_linear=0 shrinkage=0.03 Tree=482 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 0 1 3 0 3 2 0 0 2 0 0 1 2 2 0 1 2 0 2 0 2 2 0 0 0 split_gain=3.93227 32.7765 14.6251 18.7728 17.8286 17.7256 10.8174 9.9768 27.1171 19.5513 9.80001 9.7909 20.6124 17.0097 33.3865 31.3003 19.8281 13.5063 22.1039 26.6139 15.2161 14.9225 10.4978 9.87742 9.39004 35.2736 15.6999 25.5156 20.6377 17.5368 threshold=58311.849609375007 56232.490234375007 1.469500005245209 44.500000000000007 1.7404999732971194 61.500000000000007 -7.4999999999999991 21.500000000000004 3.5000000000000004 8.545499801635744 61458.453125000007 4.5000000000000009 21.500000000000004 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 79002.019531250015 71819.058593750015 2.5000000000000004 1.5000000000000002 99992.636718750015 2.5000000000000004 68603.160156250015 3.5000000000000004 43864.599609375007 52483.353515625007 89.500000000000014 85.500000000000014 81.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 24 3 -2 5 10 -6 9 -9 -3 -4 13 -13 14 -8 -16 -17 18 20 -20 -15 -19 -23 -22 25 -1 -26 28 29 -28 right_child=2 7 4 -5 6 -7 11 8 -10 -11 -12 12 -14 17 15 16 -18 21 19 -21 23 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.0002077896921451557 -0.016096093000253359 0.0048395900794367674 0.017246523938761433 -0.0021428321894294881 0.0036426192088034265 0.017859982790298407 0.022562417553348993 -0.0013250978183162033 0.016035490696609204 -0.014856497450536689 -0.00023555453627366132 -0.0015113944799766948 0.00052909839747765667 -0.0010595748854399514 -0.022074032331414233 -0.020227251639125001 0.010320240851812813 -0.0028062187233143781 -0.011027876668360463 0.011696874638158725 -0.0017170166297535308 0.0022556907092506485 -0.00042248679962289065 0.028447567293352748 2.9691419844258057e-05 -0.0087928398323770252 0.0034023921846406159 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-0.00742096 -0.0116513 0.00136766 0.000743504 0.00387973 0.00899594 0.000216406 0.000228113 0.000913384 0.017568 2.90364e-05 -0.00159026 4.66902e-05 0.00288909 0.00336038 0.00288806 internal_weight=324995 296597 28397.1 466.449 27930.6 323.593 27607 969.221 347.669 621.553 231.04 26999.6 19242.4 7757.21 236.894 207.603 92.3049 7520.32 1061.42 442.885 618.535 6458.9 5268.96 42.3695 295628 3188.22 292440 1738.52 1709.77 1675.36 internal_count=1412030 1275005 137025 1984 135041 1431 133610 4615 2045 2570 984 128927 79895 49032 1172 996 463 47860 6920 3509 3411 40940 35370 217 1270390 24065 1246325 7895 7773 7619 is_linear=0 shrinkage=0.03 Tree=483 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 0 2 0 0 1 2 2 0 2 1 3 0 3 2 0 3 2 0 2 2 2 2 1 2 3 split_gain=3.69999 30.907 13.827 14.3988 13.5621 19.5435 16.8235 31.6342 28.4142 19.1247 13.5144 20.0766 21.0433 15.3871 14.0215 9.51111 25.8509 18.3684 9.49779 9.25493 9.03686 15.6486 18.5503 25.1947 17.4908 23.191 41.859 17.0346 29.3734 23.6352 threshold=58311.849609375007 56232.490234375007 1.4100000262260439 44.500000000000007 22.500000000000004 4.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 79002.019531250015 71819.058593750015 2.5000000000000004 99992.636718750015 1.5000000000000002 21.500000000000004 3.5000000000000004 8.545499801635744 68603.160156250015 2.5000000000000004 21.500000000000004 15354.050781250002 1.5000000000000002 11817.106933593752 3178.1462402343755 1957.453552246094 1846.5046997070315 1.0000000180025095e-35 21324.808593750004 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 20 3 -2 5 6 7 -4 -9 -10 11 14 -13 -12 -8 17 -17 -3 -16 -15 -1 22 -22 24 25 26 -24 -23 29 -29 right_child=2 15 4 -5 -6 -7 10 8 9 -11 13 12 -14 19 18 16 -18 -19 -20 -21 21 27 23 -25 -26 -27 -28 28 -30 -31 leaf_value=5.2713853295705519e-05 -0.016081771007065697 0.0046958769747192219 0.02200510294072831 -0.0027357491414519439 0.00089842894898800596 -0.001334884684473039 -0.00074887933257768526 -0.021170785386115429 -0.018965106568391857 0.010045097116084974 -0.0027557334646577834 -0.0083483830431451238 0.011166181224484874 0.0022361983672617553 -0.001664332106848255 -0.0012850991274827657 0.015691460676278818 -0.01437208609303841 0.027982128503962807 -0.00025863731406531367 -0.0086807366878486735 5.1327128670774941e-05 -0.0057953087363624423 0.01122104216457546 0.0012579137085105272 -0.014070864277906376 0.032772741871900185 -0.021059798729439749 -0.00299269022769128 0.0008125172792015575 leaf_weight=289290.46388235281 93.753498271107674 572.11263661086559 29.244900042191148 324.83738881349564 7121.8529468225315 12955.12795457989 588.84343031235039 117.03010734915733 29.834683652967215 65.032508760690689 1214.8485014429316 56.858425311744213 396.81256264261901 2666.4429965924937 15.292239993810652 128.41031911224127 217.39630544185638 49.393557071685791 26.717928439378738 2686.5628138631582 185.14470971934497 1405.1718730609864 124.43001090362668 205.99165414273739 2225.0475635975599 165.07340490072966 31.798870600759983 153.20764920115471 1777.997573684901 62.645682863891125 leaf_count=1234564 419 2356 180 1359 30669 53047 3345 545 193 292 5797 446 3267 25259 76 651 1394 214 141 11990 2901 9023 662 1061 11220 829 213 719 8673 525 internal_value=1.43663e-05 4.56837e-05 -0.000312821 -0.00572491 -0.000231827 -0.00061792 0.000558789 -0.0072432 -0.0112799 0.000921709 0.000804646 0.00390715 0.00872043 0.000292341 0.000445746 0.00539942 0.00938746 0.00318047 0.0171904 0.000984092 2.81659e-05 -0.00109256 0.00051114 0.00112946 0.000313083 -0.00622996 0.00205484 -0.0024785 -0.00426141 -0.0147119 internal_weight=324983 296594 28389.1 418.591 27970.5 20848.6 7893.52 241.142 211.897 94.8672 7652.38 1084.52 453.671 6567.85 630.854 967.313 345.807 621.506 42.0102 5353.01 295627 6336.51 2937.49 2752.34 2546.35 321.302 156.229 3399.02 1993.85 215.853 internal_count=1412030 1275005 137025 1778 135247 104578 51531 1210 1030 485 50321 7275 3713 43046 3562 4615 2045 2570 217 37249 1270390 35826 16886 13985 12924 1704 875 18940 9917 1244 is_linear=0 shrinkage=0.03 Tree=484 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 0 1 2 0 0 2 0 0 1 2 2 0 1 2 0 0 2 3 0 3 0 0 1 1 2 split_gain=3.48143 29.1432 13.0406 17.0807 16.644 16.8809 10.2468 9.22223 9.17939 12.6181 15.0324 29.6182 27.5497 17.3566 12.0269 19.9642 24.0497 13.7156 13.185 9.33894 9.13575 9.13346 9.06464 24.6395 17.2591 8.97159 8.71866 8.84844 18.8343 11.0745 threshold=58311.849609375007 56232.490234375007 1.469500005245209 44.500000000000007 1.7404999732971194 61.500000000000007 -7.4999999999999991 61458.453125000007 85.500000000000014 4.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 79002.019531250015 71819.058593750015 2.5000000000000004 1.5000000000000002 99992.636718750015 2.5000000000000004 79.500000000000014 68603.160156250015 21.500000000000004 3.5000000000000004 8.545499801635744 8.5000000000000018 21.500000000000004 9.5000000000000018 5.5000000000000009 89063.015625000015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 7 20 -4 9 10 11 -8 -13 -14 15 17 -17 -12 -16 -20 -6 -19 24 -24 -3 -26 27 28 -11 -30 right_child=2 22 4 -5 6 -7 8 -9 -10 26 14 12 13 -15 18 16 -18 21 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=2.7320646789378904e-05 -0.015357338446885074 0.0045564369582230249 0.016704459120671349 -0.002004958878606617 0.0031600011257622339 0.017429389672372866 0.021414715249027664 -0.0002554445966491021 0.0015729941661162879 -0.0013385630076867942 -0.001004698509284422 -0.020672134558142225 -0.018597399994436149 0.0097768487979684113 -0.0026394603058213146 -0.010440505348906684 0.011174927192099924 -0.0016132998282275609 0.0021251707227727483 -0.00040199155378475387 0.037790193960594042 0.027526359086474179 -0.0012463167425418836 0.015353089670025053 0.0011550729738975356 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0.000463133 -0.00696923 -0.010925 0.00128303 0.000698099 0.00366684 0.00857192 0.00019645 0.000212584 0.000857237 0.00355584 0.0168212 0.00524812 0.00915535 0.00308539 -0.013906 -0.00099437 -0.00142616 -0.00151245 -0.00957188 internal_weight=324972 296589 28382.3 465.423 27916.8 322.895 27593.9 231.033 26987.2 24994.2 7747.11 237.411 208.371 92.5078 7509.7 1055.53 437.36 618.168 6454.17 5264.28 606.745 41.6536 965.435 343.984 621.451 49.5158 17247.1 12233.7 12095.4 255.454 internal_count=1412030 1275005 137025 1984 135041 1431 133610 984 128927 119696 49032 1172 996 463 47860 6920 3509 3411 40940 35370 4683 217 4615 2045 2570 214 70664 49903 49329 1061 is_linear=0 shrinkage=0.03 Tree=485 num_leaves=31 num_cat=0 split_feature=0 2 3 0 0 2 2 0 2 2 0 2 2 0 1 0 1 0 1 2 2 2 1 1 0 0 2 0 1 0 split_gain=3.83362 3.336 6.65126 12.5144 10.6846 15.1889 9.17092 23.2003 12.4631 13.8737 20.1316 11.8609 12.3565 16.09 7.11726 7.02735 6.26912 5.59511 19.2558 13.6355 8.15792 5.4884 5.40355 5.3543 11.076 9.32154 8.15021 8.1093 6.76287 11.2574 threshold=98.500000000000014 170.13991546630862 1.2994999885559084 35.500000000000007 54.500000000000007 65.776599884033217 113.878231048584 41.500000000000007 149.77716064453128 145.45140075683597 68.500000000000014 152.83950042724612 157.04295349121097 42.500000000000007 9.5000000000000018 78.500000000000014 -3.4999999999999996 20.500000000000004 1.0000000180025095e-35 87.386707305908217 142.59513854980472 87.386707305908217 1.0000000180025095e-35 -1.4999999999999998 36.500000000000007 66.500000000000014 87.386707305908217 38.500000000000007 -2.4999999999999996 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 2 4 14 -1 -6 15 -8 9 10 -9 -10 -13 -14 16 23 -4 18 -18 -20 -21 -17 -7 24 -5 26 27 -25 -26 -30 right_child=-2 -3 3 6 5 22 7 8 11 -11 -12 12 13 -15 -16 21 17 -19 19 20 -22 -23 -24 25 28 -27 -28 -29 29 -31 leaf_value=-0.000659414341426617 -0.011104961128981291 -4.4713957702454869e-06 0.0082846629825173712 0.022861482272940641 0.017557544270329534 -0.0026852677314966847 0.015796013272271758 0.0084255838667178645 -0.024690806245991077 0.019423666712768597 -0.0059064458975946867 0.012762809003151757 -0.033355592882939572 -0.0019385123714726689 0.020592003355419691 -0.0010438422850139737 0.018544039553263812 -0.0026173832755585027 -0.021366593310721545 0.014899216521063689 -0.0082514821155613791 -0.031992586602798516 -0.0087467954754593541 0.013888430400655445 -0.0024482382207258254 0.0087919302224882968 -0.003135406871518088 0.00081573829287780837 0.011875621768664012 -0.019462660262210541 leaf_weight=9123.5005618929863 28.104806173592806 310943.89920049568 54.768960200250149 27.625635251402855 25.794200196862221 241.14609070122242 137.74376060068607 235.00301323831081 22.189827017486095 53.125422209501266 141.20983953773975 42.09088371694088 16.770239561796188 117.21607750654221 13.013255044817923 10.16115614771843 50.024812586605549 1377.9550301134586 29.567612014710903 28.835661351680756 26.097446873784065 10.471777193248272 293.40291899442673 46.174544528126717 110.98971857130527 102.74956466257572 591.3940012305975 568.64085541665554 89.686030894517899 11.657428070902823 leaf_count=39368 363 1351246 273 134 111 977 578 1018 99 230 624 181 73 513 62 48 335 5886 203 120 115 80 1325 195 524 461 2567 2423 393 51 internal_value=-2.55454e-05 -2.4586e-05 -0.000484509 0.000558933 -0.000906372 -0.00492733 0.00195428 0.00464675 0.00219977 0.00507264 0.00304612 -0.00402131 -0.00141647 -0.00587079 -0.00150275 0.000641369 -0.00168621 -0.00204726 0.00379251 -0.00494047 0.00390086 -0.0167512 -0.00601232 0.000873053 0.00499263 0.00011785 -0.000621042 0.00179754 0.00266781 0.00827081 internal_weight=324571 324543 13599 3915.16 9683.84 560.343 2334.9 765.349 627.605 429.338 376.213 198.267 176.077 133.986 1580.26 1569.55 1567.25 1512.48 134.526 84.5007 54.9331 20.6329 534.549 1548.92 239.959 1308.96 1206.21 614.815 212.333 101.343 internal_count=1410576 1410213 58967 17186 41781 2413 10192 3316 2738 1872 1642 866 767 586 6994 6876 6932 6659 773 438 235 128 2302 6748 1102 5646 5185 2618 968 444 is_linear=0 shrinkage=0.03 Tree=486 num_leaves=31 num_cat=0 split_feature=0 2 3 0 0 2 2 0 2 2 0 2 2 0 0 1 1 2 0 1 1 2 1 1 0 0 2 0 1 0 split_gain=3.62766 3.13994 6.25914 11.781 10.074 14.3185 8.63068 21.842 11.7306 13.0194 18.9443 11.2324 11.62 15.2484 6.67937 6.66257 5.91362 5.33625 5.27514 18.3109 13.256 9.06029 5.12106 5.04943 10.5608 8.76744 7.67007 7.63358 6.3792 10.5946 threshold=98.500000000000014 170.13991546630862 1.2994999885559084 35.500000000000007 54.500000000000007 65.776599884033217 113.878231048584 41.500000000000007 149.77716064453128 145.45140075683597 68.500000000000014 152.83950042724612 157.04295349121097 42.500000000000007 78.500000000000014 9.5000000000000018 -3.4999999999999996 87.386707305908217 20.500000000000004 1.0000000180025095e-35 1.5000000000000002 87.386707305908217 1.0000000180025095e-35 -1.4999999999999998 36.500000000000007 66.500000000000014 87.386707305908217 38.500000000000007 -2.4999999999999996 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 2 4 15 -1 -6 14 -8 9 10 -9 -10 -13 -14 23 16 -4 -16 19 -18 21 -21 -7 24 -5 26 27 -25 -26 -30 right_child=-2 -3 3 6 5 22 7 8 11 -11 -12 12 13 -15 17 -17 18 -19 -20 20 -22 -23 -24 25 28 -27 -28 -29 29 -31 leaf_value=-0.00063967531060629321 -0.010832143393899143 -4.3372281942817953e-06 0.008063954200011169 0.022393074580453646 0.017068548690438747 -0.0026041768883383206 0.015329489792820318 0.0081719704403141816 -0.024077069031229387 0.018810054052240805 -0.0057351771020423157 0.012360709554451923 -0.032542163068533879 -0.0018809792653485743 -0.0010126359104346179 0.019854895331245303 0.018180114033063268 -0.031685413195523093 -0.0025393283646177062 -0.023609701512209945 0.024793616326251898 -0.0015624274765100926 -0.0085085423924247342 0.013476864259199398 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0.00492075 0.00295563 -0.00390481 -0.00137486 -0.0057007 0.00062245 -0.00145886 -0.00163703 -0.0164236 -0.00198739 0.00370424 -0.00481697 -0.00960799 -0.00584057 0.000847242 0.00485167 0.000114317 -0.000602489 0.00174362 0.0025898 0.00804202 internal_weight=324567 324539 13595.3 3912.87 9682.41 559.515 2333.89 765.066 627.387 429.305 376.093 198.083 176.008 133.853 1568.82 1578.98 1565.89 20.4194 1511.31 133.6 84.0966 72.3847 533.777 1548.4 239.557 1308.85 1206.06 614.815 212.195 101.109 internal_count=1410576 1410213 58967 17186 41781 2413 10192 3316 2738 1872 1642 866 767 586 6876 6994 6932 128 6659 773 438 381 2302 6748 1102 5646 5185 2618 968 444 is_linear=0 shrinkage=0.03 Tree=487 num_leaves=31 num_cat=0 split_feature=0 0 2 3 0 0 2 2 0 2 2 0 2 2 0 1 0 1 0 2 2 2 2 1 1 0 0 2 0 0 split_gain=3.43231 3.03229 2.9554 5.89006 11.0906 9.49802 13.4983 8.12295 20.5657 11.0416 12.2214 17.8274 10.6384 10.9284 14.4566 6.35959 6.34815 5.86452 5.36605 5.18785 5.00803 21.326 4.76326 6.17224 4.76193 10.0694 8.24659 7.21821 7.18637 6.16401 threshold=98.500000000000014 99.500000000000014 170.13991546630862 1.2994999885559084 35.500000000000007 54.500000000000007 65.776599884033217 113.878231048584 41.500000000000007 149.77716064453128 145.45140075683597 68.500000000000014 152.83950042724612 157.04295349121097 42.500000000000007 3.5000000000000004 78.500000000000014 -3.4999999999999996 27.500000000000004 87.386707305908217 161.84931945800784 149.77716064453128 149.77716064453128 1.5000000000000002 -1.4999999999999998 36.500000000000007 66.500000000000014 87.386707305908217 38.500000000000007 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=2 -2 3 5 15 -1 -7 16 22 10 11 -10 -11 -14 -15 17 24 -5 -17 -18 21 -8 -9 -24 25 -6 27 28 29 -26 right_child=1 -3 -4 4 7 6 20 8 9 12 -12 -13 13 14 -16 18 19 -19 -20 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.00062052604502899165 -0.0063267801070013901 -0.033728207965817908 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49.668133914470673 10.050905965268612 321.88532138615847 30.804102584719658 69.386053264141083 16.789719939231873 15.116604730486868 212.05383241176605 102.82396347820759 591.09627339243889 568.67301516234875 31.020499661564827 leaf_count=39368 319 44 1351246 273 134 111 785 217 1018 99 230 624 181 73 513 88 48 6392 241 80 1381 136 288 73 64 968 461 2567 2423 131 internal_value=-2.40375e-05 -0.0105647 -2.31346e-05 -0.00045615 0.000526463 -0.000853075 -0.00465008 0.00184035 0.00437526 0.00207084 0.00477359 0.00286787 -0.0037919 -0.00133454 -0.00553571 -0.00141619 0.00060409 -0.0018222 0.00751859 -0.0161009 -0.00567361 -0.00926412 0.0148781 0.0105663 0.000822198 0.00471472 0.000110891 -0.000584491 0.00169133 0.0130784 internal_weight=324563 27.8008 324536 13591.6 3910.62 9681 558.699 2332.84 764.746 627.144 429.256 375.969 197.889 175.931 133.716 1577.78 1568.09 1509.2 68.5811 20.2099 533.019 211.133 137.601 86.1758 1547.88 239.153 1308.73 1205.91 614.81 46.1371 internal_count=1410576 363 1410213 58967 17186 41781 2413 10192 3316 2738 1872 1642 866 767 586 6994 6876 6665 329 128 2302 921 578 361 6748 1102 5646 5185 2618 195 is_linear=0 shrinkage=0.03 Tree=488 num_leaves=31 num_cat=0 split_feature=0 0 2 3 0 0 2 2 0 2 2 0 2 2 0 0 1 1 2 0 1 2 2 1 2 0 1 1 0 0 split_gain=3.25182 2.97455 2.78156 5.54248 10.4386 8.95151 12.7236 7.64451 19.3524 10.3935 11.4754 16.7767 10.0769 10.2788 13.7109 6.03287 6.0278 5.26248 5.04307 4.9454 17.4515 12.4777 7.51774 4.75131 4.51323 6.04078 4.96704 4.49089 9.60032 7.75694 threshold=98.500000000000014 99.500000000000014 170.13991546630862 1.2994999885559084 35.500000000000007 54.500000000000007 65.776599884033217 113.878231048584 41.500000000000007 149.77716064453128 145.45140075683597 68.500000000000014 152.83950042724612 157.04295349121097 42.500000000000007 78.500000000000014 9.5000000000000018 -3.4999999999999996 87.386707305908217 20.500000000000004 1.0000000180025095e-35 87.386707305908217 142.59513854980472 1.0000000180025095e-35 149.77716064453128 40.500000000000007 1.5000000000000002 -1.4999999999999998 36.500000000000007 66.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 5 16 -1 -7 15 24 10 11 -10 -11 -14 -15 27 17 -5 -17 20 -19 -22 -23 -8 -9 26 -26 28 -6 -29 right_child=1 -3 -4 4 7 6 23 8 9 12 -12 -13 13 14 -16 18 -18 19 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31 leaf_value=-0.00060194881100180742 -0.0061545646108004419 -0.033604671145579822 -4.0809277948287091e-06 0.0076385203692452917 0.021485271335874218 0.016133948311640587 -0.0023969173257584473 0.021476802308339541 0.0076880883307779242 -0.02290210211102834 0.017650709137706399 -0.0054071270894874195 0.011598050153882192 -0.031003398051358756 -0.001770940429595593 -0.00095298656931069219 0.018830786776043169 0.0178645820560293 -0.031082139942532908 -0.0024067945946585436 -0.020663195437488475 0.014249024810603283 -0.007978665281717574 -0.0080897640721878435 0.0095420093914300539 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0.00278275 -0.00368244 -0.00129547 -0.00537565 0.000586253 -0.00137388 -0.00154408 -0.015783 -0.00187377 0.00365551 -0.00466925 0.0037167 -0.00550964 0.0144346 0.010242 0.0134587 0.000797883 0.0045819 0.000107576 internal_weight=324561 27.6227 324533 13589.2 3909.37 9679.79 558.066 2331.78 764.453 626.879 429.194 375.841 197.685 175.846 133.576 1567.32 1577.59 1564.41 20.0045 1510.19 132.782 83.7275 54.9278 532.444 137.574 86.2343 74.0762 1547.32 238.723 1308.6 internal_count=1410576 363 1410213 58967 17186 41781 2413 10192 3316 2738 1872 1642 866 767 586 6876 6994 6932 128 6659 773 438 235 2302 578 361 309 6748 1102 5646 is_linear=0 shrinkage=0.03 Tree=489 num_leaves=31 num_cat=0 split_feature=0 0 2 3 0 0 2 2 0 2 2 0 2 2 0 1 0 1 0 2 2 2 0 2 0 0 2 0 1 1 split_gain=3.08047 2.91747 2.6181 5.21555 9.82645 8.43934 11.9952 7.19563 18.218 9.78377 10.7777 15.7882 9.54576 9.66846 13.0079 5.82952 5.73271 5.2227 4.93729 4.90176 4.72515 20.3161 4.48577 4.34912 24.2551 12.7037 4.27513 5.68124 4.61363 4.23523 threshold=98.500000000000014 99.500000000000014 170.13991546630862 1.2994999885559084 35.500000000000007 54.500000000000007 65.776599884033217 113.878231048584 41.500000000000007 149.77716064453128 145.45140075683597 68.500000000000014 152.83950042724612 157.04295349121097 42.500000000000007 3.5000000000000004 78.500000000000014 -3.4999999999999996 27.500000000000004 87.386707305908217 161.84931945800784 149.77716064453128 34.500000000000007 164.59277343750003 60.500000000000007 57.500000000000007 149.77716064453128 40.500000000000007 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=2 -2 3 5 15 -1 -7 16 26 10 11 -10 -11 -14 -15 17 29 -5 -17 -18 21 -8 -19 25 -25 -16 -9 28 -28 -6 right_child=1 -3 -4 4 7 6 20 8 9 12 -12 -13 13 14 23 18 19 22 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00058392659857458065 -0.0059865912458622146 -0.033485652733657306 -3.9585076600645597e-06 0.0074335676011887154 0.0044527095833788964 0.015687171757948461 -0.0050128977652177777 0.020871094572497837 0.0074572919788596995 -0.022339132955563789 0.01710260376788517 -0.0052500743670143716 0.011236287262249364 -0.030273989079356845 -0.034704368146404617 0.020211446990856419 -0.00092448833246861818 -0.0015883134723078892 0.0022383986038102114 -0.030785440423941188 -0.0030636803402589409 -0.031515241010215432 -0.0079052198846752669 0.041510997629671469 -0.0063236684411330513 -0.00048743677812817062 0.0092637652638143889 -0.009076655097170044 0.02785041705261131 0.00010434686776328589 leaf_weight=9121.1625173091888 23.370728545822207 4.078171629458665 310944.02706850192 54.048997968435287 238.29984526336193 25.561620324850082 179.93367321044207 51.24608850479126 235.05934001505375 21.719628013670444 53.409904539585114 140.64985667169094 42.32153744995594 16.363930836319923 12.116103664040564 19.015082508325577 10.157009646296501 1344.1424014531076 49.73534682393074 9.6462380811572075 321.33838843554258 30.435868740081787 109.40979939699173 12.318440452218054 42.30126379430294 50.333345293998718 59.011827260255814 12.157674148678778 15.09362770617008 1308.5855992436409 leaf_count=39368 319 44 1351246 273 1102 111 785 217 1018 99 230 624 181 73 53 88 48 5926 241 80 1381 136 466 52 188 220 245 52 64 5646 internal_value=-2.26194e-05 -0.0100722 -2.17694e-05 -0.000429421 0.000495714 -0.000802895 -0.00438687 0.00173298 0.0041198 0.00194976 0.00449277 0.00270018 -0.0035763 -0.0012576 -0.00522034 -0.00133371 0.00056889 -0.0017233 0.00720941 -0.0154699 -0.00535192 -0.00884721 -0.00206379 -0.00171834 0.00446454 -0.00712602 0.0140081 0.00993106 0.0130495 0.000774218 internal_weight=324557 27.4489 324530 13585.6 3907.14 9678.43 557.27 2330.79 764.103 626.593 429.119 375.709 197.474 175.755 133.433 1576.35 1566.69 1507.6 68.7504 19.8032 531.708 210.37 1453.55 117.069 54.6197 62.4494 137.509 86.2631 74.1055 1546.89 internal_count=1410576 363 1410213 58967 17186 41781 2413 10192 3316 2738 1872 1642 866 767 586 6994 6876 6665 329 128 2302 921 6392 513 240 273 578 361 309 6748 is_linear=0 shrinkage=0.03 Tree=490 num_leaves=31 num_cat=0 split_feature=3 2 2 1 1 2 3 2 0 1 3 2 2 0 1 0 0 2 3 2 2 0 1 2 2 2 1 2 2 2 split_gain=1.71388 20.7072 38.0714 24.6255 21.0173 20.8918 130.897 18.8898 17.9676 16.5323 15.5282 51.8743 27.1775 18.4279 18.2242 16.7005 29.8416 18.491 34.3781 32.9333 21.5069 16.0436 15.2601 14.5524 13.9953 24.4449 30.4446 22.508 21.1849 14.0455 threshold=5.9049999713897714 14697.978027343752 10798.300781250002 1.5000000000000002 -3.4999999999999996 14993.919433593752 6.4175000190734872 8007.5161132812509 5.5000000000000009 3.5000000000000004 6.4175000190734872 12367.713378906252 14362.723632812502 90.500000000000014 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 13515.104003906252 7.0125000476837167 11817.106933593752 14362.723632812502 6.5000000000000009 7.5000000000000009 12667.155273437502 594.21514892578136 586.15780639648449 1.0000000180025095e-35 855.65197753906261 911.27563476562511 799.78054809570324 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 -4 6 -3 24 9 -5 11 14 -13 15 -6 16 -12 19 -19 -17 -20 -21 -10 -15 25 26 -2 29 -29 -26 right_child=1 5 4 8 10 -7 -8 -9 22 -11 13 12 -14 23 -16 17 -18 18 20 21 -22 -23 -24 -25 27 -27 -28 28 -30 -31 leaf_value=9.4919578800538362e-06 0.0067936232425298967 0.025007614549316833 0.0050404944406910431 0.0080530333413871107 -0.019305532631515847 0.00021048838351407994 -0.0046171138828502833 0.0032252648704530229 -0.004169368585127768 -0.021453515283752798 -0.013082971986094538 0.00053487154033565916 0.014814302176498952 0.020228052153757805 -0.0055239125618003005 -0.0014659082684094788 0.0041011534077044619 0.0040493521068662155 -0.0032651098796908553 -0.026930931919442305 -0.014796673669872857 -0.010270535203829692 0.0053315647391930752 -0.0035686285583701729 -0.00038498963206727186 0.019760615884090556 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-0.00102802 0.00252411 -0.00485443 -0.010613 -0.00525476 -0.000164662 -0.00622347 -0.00308279 -0.00829261 -0.00734807 -0.011105 -0.003585 0.00833615 -0.000187728 0.0031713 0.00191769 -0.000373347 -0.000109013 -0.00437645 internal_weight=324763 67976.1 29398.6 24624.1 4774.52 38577.5 585.738 21774.8 2849.29 213.488 4512.01 1371.24 1000.48 3140.76 370.769 3048.25 487.368 2560.88 1017.08 1543.8 636.457 1093.37 2635.8 92.5136 20201.7 1057.88 983.559 19143.8 17958 1185.81 internal_count=1411271 322635 134113 112415 21698 188522 2566 99745 12670 924 20283 5713 4182 14570 1531 14155 3502 10653 4240 6413 2643 4527 11746 415 92645 5193 4855 87452 82076 5376 is_linear=0 shrinkage=0.03 Tree=491 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 2 2 0 1 2 0 2 2 2 2 0 0 2 1 1 0 0 2 0 2 2 2 2 2 2 split_gain=1.63333 7.95823 26.4311 22.7755 10.8641 23.4943 21.3671 12.1056 12.1626 12.7423 13.3549 11.7576 11.2768 62.3097 54.1315 19.1798 18.9852 17.8799 18.5873 17.5639 15.6582 25.2436 35.5791 15.2527 13.7098 12.4527 11.6997 17.3309 12.5942 53.1945 threshold=65.500000000000014 1.5000000000000002 394.01574707031256 87.386707305908217 2.9229999780654912 415.59368896484381 259.04246520996099 81.500000000000014 -2.4999999999999996 291.56593322753912 79.500000000000014 246.96897125244143 10270.009765625002 16437.536132812504 5339.5974121093759 66.500000000000014 68.500000000000014 20654.361328125004 -11.499999999999998 -2.4999999999999996 67.500000000000014 72.500000000000014 18300.850585937504 66.500000000000014 10798.300781250002 13515.104003906252 188.89690399169925 271.27960205078131 1018.5688781738282 2021.488708496094 decision_type=2 2 2 2 2 2 2 2 2 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 12 6 11 8 -8 -10 -11 -6 14 15 16 25 26 20 -19 -20 -15 -22 -23 -16 -17 -14 -2 -28 -29 -30 right_child=1 2 -4 -5 5 -7 7 -9 9 10 -12 -13 13 17 23 24 -18 18 19 -21 21 22 -24 -25 -26 -27 27 28 29 -31 leaf_value=-2.408244809922822e-06 0.0079936476299381325 0.021469658141407954 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191.29634661972523 1510.1569871157408 146.80771957337856 24.838066443800926 31.940079465508461 910.068762794137 363.10505217313766 24.758152469992638 226.91396118700504 1225.9897821545601 192.58211646974087 1228.3532831966877 leaf_count=1269804 820 102 27683 3050 1165 62479 90 430 128 629 126 69 243 416 163 98 18490 191 861 6214 608 101 131 3760 1471 101 956 5048 795 5049 internal_value=-2.51851e-05 -0.000223917 -0.00111766 -0.00688139 1.60683e-05 0.000531878 0.00633847 0.0114433 0.0151248 0.0172684 0.0142474 8.59645e-05 -0.000704016 -0.00247288 -0.000181787 -0.0122895 -0.00103293 -0.000191783 -0.00137432 -0.00175657 0.00650465 0.0113021 -0.00568448 0.00656607 -0.00945954 -0.0252068 0.000785939 0.000309137 0.000991257 -0.000930917 internal_weight=324756 33393.4 7068.62 650.197 26324.8 15337.9 602.501 331.693 234.805 213.737 182.667 270.807 10986.9 2504.32 8482.53 472.204 7532.43 2032.12 1727.12 1701.45 304.997 203.586 56.7781 950.101 387.343 84.8614 3063.95 2873.84 2646.93 1420.94 internal_count=1411271 141467 30835 3152 110632 65116 2637 1403 973 883 755 1234 45516 10435 35081 1913 31158 8522 7266 7075 1256 840 232 3923 1569 344 12668 11848 10892 5844 is_linear=0 shrinkage=0.03 Tree=492 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 3 1 0 2 0 2 2 0 2 2 0 1 2 2 0 2 2 0 2 0 0 1 2 2 2 split_gain=1.65909 12.245 18.9206 9.77688 26.357 25.2083 19.3225 22.7408 15.5871 26.8499 14.9703 14.8962 16.4542 14.0641 27.1436 17.8512 13.3501 11.5989 9.91425 14.8269 8.89825 8.72491 27.7538 9.81684 8.72678 8.96943 9.93953 10.6178 14.2939 8.6326 threshold=80.500000000000014 31594.402343750004 22629.428710937504 10057.160644531252 83.500000000000014 6.4175000190734872 -3.4999999999999996 82.500000000000014 7128.9062500000009 82.500000000000014 8931.5649414062518 8173.5148925781259 85.500000000000014 1957.453552246094 3008.5642089843755 83.500000000000014 -1.4999999999999998 1494.5967407226565 2078.127319335938 81.500000000000014 10270.009765625002 8173.5148925781259 89.500000000000014 1148.0775146484377 90.500000000000014 87.500000000000014 1.5000000000000002 3061.900268554688 1193.5148925781252 5808.2832031250009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 5 6 8 7 -5 13 10 -10 -11 -13 17 15 18 -16 -2 19 -15 -8 23 -23 -7 25 26 27 28 -25 -18 right_child=1 -3 -4 4 -6 21 20 -9 9 11 -12 12 -14 14 16 -17 29 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.1477144783678182e-05 -0.002924217080823791 0.0010774622909555252 -0.007010245961271552 0.011565998298398725 -0.0005815886413153955 0.0048434569684755015 0.021156099418460143 -0.042559114661826894 -0.0075064574674274069 -0.030116198154490095 0.0039955299916447059 -0.008403680008041663 -0.034343272932112048 0.023606047349258891 -0.013681440694215332 0.0013540821438035046 -0.0019409480225243388 -0.015993485435939685 0.02189381977390437 -0.014329511293044602 0.007929743039349086 0.038949081127835294 0.00061774842155729005 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-0.0160186 -0.00286471 -0.00689766 -0.00197074 -0.0139938 -0.0110579 -0.00186502 0.0011545 0.00923954 -0.00210559 -0.0033684 0.0168896 0.00369959 0.00985074 0.00144727 0.01068 0.000994687 -0.000286766 -0.00266676 0.00221341 0.00519598 0.0119212 -0.000534138 internal_weight=324751 11432.5 7861.87 7411.34 2052.61 5358.73 396.709 27.9558 3479.53 691.179 407.94 283.238 239.607 2788.35 926.827 266.33 660.497 1861.53 135.182 37.1812 368.753 1879.2 87.8125 1791.39 1343.93 682.459 226.471 184.843 98.5906 581.55 internal_count=1411271 49672 33643 31728 8487 23241 1612 121 14927 2816 1655 1161 982 12111 3943 1113 2830 8168 559 154 1491 8314 381 7933 5948 2988 985 794 428 2504 is_linear=0 shrinkage=0.03 Tree=493 num_leaves=31 num_cat=0 split_feature=3 2 2 1 1 2 3 2 0 1 3 2 2 0 1 0 0 2 3 2 3 0 2 1 3 2 2 3 2 2 split_gain=1.65816 19.5163 35.7436 23.0072 19.7805 19.7179 124.042 17.7675 16.8767 15.6115 14.6087 48.7486 25.6988 17.3655 16.9611 15.6737 28.1907 17.3824 32.5259 30.9479 16.8832 15.1569 14.6654 14.419 13.6824 52.3656 21.1347 17.1983 80.1871 38.5185 threshold=5.9049999713897714 14697.978027343752 10798.300781250002 1.5000000000000002 -3.4999999999999996 14993.919433593752 6.4175000190734872 8007.5161132812509 5.5000000000000009 3.5000000000000004 6.4175000190734872 12367.713378906252 14362.723632812502 90.500000000000014 1.0000000180025095e-35 5.5000000000000009 1.5000000000000002 13515.104003906252 8.545499801635744 11817.106933593752 7.0125000476837167 6.5000000000000009 14362.723632812502 7.5000000000000009 6.4175000190734872 40737.804687500007 54479.306640625007 17.333499908447269 39114.154296875007 37758.167968750007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 -4 6 -3 -2 9 -5 11 14 -13 15 -6 16 -12 19 20 -17 -19 -21 -22 -10 25 -7 -27 29 -29 -26 right_child=1 5 4 8 10 24 -8 -9 23 -11 13 12 -14 -15 -16 17 -18 18 -20 21 22 -23 -24 -25 27 26 -28 28 -30 -31 leaf_value=1.1178619918617569e-05 -0.00018464100797915072 0.02442271852370544 0.0049018124927543245 0.0077960627073244953 -0.018635890062330067 -0.01325880310987285 -0.0044739293883006587 0.003126077089733894 -0.0040409219496532339 -0.020979624468265332 -0.012754036408407271 0.00052070816119764707 0.014429972747121813 0.0080960047233492576 -0.005358826307977147 -0.0014201559597370938 0.0039797313550609696 0.003932126463264532 -0.016252198783597092 -0.026156039064183362 -0.00091521645549412967 -0.0099531452408996111 -0.011979405679431523 0.0051881239429014143 0.002041730254115845 0.0096374389415547334 -0.0014406112172347624 -0.0052879545856344898 0.00051654575826963359 -0.00053980893988295501 leaf_weight=256781.73003473994 20199.504390433431 206.96320226788521 261.89978748373687 195.14294610917568 137.55807980895042 325.0329962298274 377.65293090417981 1572.4693873552606 2470.3479120209813 18.584129884839058 120.3875157982111 861.04084627330303 138.82385805249214 92.544164583086967 233.7339039593935 450.45408166944981 366.27466166764498 380.36824928224087 142.99380533397198 54.694228082895279 334.94655810296535 1039.3752507865429 159.00244572758675 162.37170048803091 11521.690263580531 187.11361639201641 902.87726936489344 2564.3471584906802 13005.1345418985 9483.3495753929019 leaf_count=1088636 92645 923 1415 837 586 1346 1643 7100 10972 87 1726 3566 616 415 945 1886 1776 1597 597 239 1387 4288 659 774 49775 774 3747 13274 77345 39695 internal_value=-2.36974e-05 -0.000155461 -0.000737834 -0.000277135 -0.0031135 0.000288293 0.00575593 5.44739e-05 -0.00281355 0.00529394 -0.00357873 -0.000995131 0.00245191 -0.00470655 -0.0102778 -0.0050952 -0.000159766 -0.00603277 -0.00298789 -0.00803831 -0.000818521 -0.0107632 -0.00447678 -0.00347173 0.000204152 -0.00269038 0.000461106 0.000316138 -0.000439475 0.000876218 internal_weight=324748 67966.7 29392.5 24618.4 4774.1 38574.2 584.616 21772 2846.45 213.727 4512.2 1371.16 999.865 3141.04 371.292 3048.5 486.662 2561.83 1017.31 1544.52 874.317 1094.07 493.949 2632.72 37989.5 1415.02 1089.99 36574.5 15569.5 21005 internal_count=1411271 322635 134113 112415 21698 188522 2566 99745 12670 924 20283 5713 4182 14570 1531 14155 3502 10653 4240 6413 3643 4527 2046 11746 185956 5867 4521 180089 90619 89470 is_linear=0 shrinkage=0.03 Tree=494 num_leaves=31 num_cat=0 split_feature=2 0 2 2 0 0 2 0 0 0 0 0 2 0 0 2 0 2 2 0 1 0 0 1 2 1 0 1 1 0 split_gain=1.73762 18.0577 58.887 27.3787 46.1647 50.4198 33.625 33.3531 46.0659 31.7375 47.1 52.1032 47.5789 43.6406 22.8181 20.4333 32.2889 27.8035 40.1243 52.3162 18.2305 25.4552 24.9693 19.7422 18.9474 18.1371 17.5283 17.3741 16.7463 20.0123 threshold=16437.536132812504 10.500000000000002 12925.947753906252 13515.104003906252 35.500000000000007 42.500000000000007 15354.050781250002 68.500000000000014 75.500000000000014 31.500000000000004 18.500000000000004 12.500000000000002 15706.645507812502 22.500000000000004 89.500000000000014 13771.215820312502 14.500000000000002 14362.723632812502 14993.919433593752 13.500000000000002 1.0000000180025095e-35 26.500000000000004 28.500000000000004 -8.4999999999999982 14362.723632812502 -1.4999999999999998 16.500000000000004 -3.4999999999999996 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 2 -1 -3 9 6 -6 -7 -9 10 11 -5 15 -12 -10 16 -13 26 19 -19 21 23 -22 -15 -24 -18 -17 -23 29 -4 right_child=-2 3 28 4 5 7 -8 8 14 -11 13 12 -14 20 -16 17 25 18 -20 -21 22 27 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00044523909216650056 -0.00015529067919107725 1.3201909316761055e-05 0.0048362000360668306 -0.00057694821807325962 -0.0026358807184863448 0.0036936739575124415 -0.013782880506429363 -0.01655959941608454 0.0035870016481729262 0.009741172785625583 -0.017797412328607872 0.0035492148086977231 0.016842109270104919 -0.018240306455719436 -0.011880262992741421 -0.0024268827390760994 -0.0067011513175220536 0.0013156793627605546 -0.00071489828276999183 0.019500471071613842 -0.011965360751856858 0.0078711889805195469 -0.012466865871649749 0.014387217395847189 0.010928210713131988 0.027627285266720262 0.025790292627466231 -0.0073154889676551246 -0.010779431224456036 -0.0074623682700783386 leaf_weight=13454.061143337283 70062.949617811944 231214.43054368347 173.02066732756793 1248.8418202400208 782.54311266541481 1804.0785147175193 353.60200929641724 191.05587984621525 438.47237884998322 650.87504582107067 152.47294676303864 166.24603293091059 373.87762769311666 18.335604473948479 106.73727561533451 564.28493645787239 15.752608299255369 246.92842988669872 381.16298849880695 336.30436620488763 218.20815394818783 101.94617055356503 44.35930310189724 186.03016728162766 104.67632435262203 114.78350336849689 20.534267157316208 202.408596560359 628.39401502907276 381.93835317343473 leaf_count=66944 316576 984080 1480 5257 3195 7483 1453 777 1791 2654 620 706 1646 76 475 2390 85 1058 1624 1535 886 426 180 760 423 480 85 814 3587 1725 internal_value=-2.2984e-05 1.34143e-05 -0.00100956 7.57948e-05 0.00171581 -0.000851829 -0.00610516 0.00149767 -0.00388321 0.00354951 0.00265339 0.00432512 0.00708289 -0.00298504 0.00055893 0.00510632 0.0123176 0.00372486 0.00685453 0.0118014 -0.000406759 0.00327042 -0.00550053 0.0114599 0.00396485 0.0234847 -0.00143612 -0.00222858 -0.00742562 -0.00362802 internal_weight=324739 254676 14637.4 240039 8824.52 3676.49 1136.15 2540.34 736.266 5148.03 4497.15 3468.72 2219.87 1028.44 545.21 1846 296.782 1549.21 964.396 583.233 875.964 508.721 367.244 204.366 149.036 130.536 584.819 304.355 1183.35 554.959 internal_count=1411271 1094695 73736 1020959 36879 15174 4648 10526 3043 21705 19051 14866 9609 4185 2266 7963 1271 6692 4217 2593 3565 2076 1489 836 603 565 2475 1240 6792 3205 is_linear=0 shrinkage=0.03 Tree=495 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 1 2 2 2 2 2 1 2 2 1 2 0 1 2 2 1 2 2 2 2 2 1 2 2 2 split_gain=3.11288 19.0013 65.6033 14.5598 13.1992 12.8815 9.38969 25.9172 17.2259 11.2676 12.1581 13.4892 10.8671 14.411 9.77426 8.59495 8.78273 8.56507 7.61998 7.54051 7.27869 6.61879 6.58163 20.27 6.33434 14.0308 5.26343 3.859 3.36434 18.9195 threshold=1.5000000000000002 16861.583007812504 17792.297851562504 11031.315917968752 -3.4999999999999996 -1.0000000180025095e-35 28435.229492187504 31594.402343750004 24919.096679687504 99992.636718750015 75237.886718750015 1.0000000180025095e-35 50102.638671875007 45446.361328125007 1.0000000180025095e-35 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 71819.058593750015 13771.215820312502 -2.4999999999999996 37758.167968750007 45446.361328125007 40737.804687500007 21324.808593750004 23400.180664062504 1.0000000180025095e-35 29513.294921875004 13196.084960937502 13515.104003906252 decision_type=2 2 2 2 2 2 2 2 2 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 15 -4 -3 8 27 24 10 11 12 13 21 -11 16 -1 20 22 28 -18 -9 23 -13 -6 -26 -21 -8 -5 -30 right_child=-2 2 4 19 6 -7 7 9 -10 14 -12 18 -14 -15 -16 -17 17 -19 -20 26 -22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=0.030060117437833624 -4.7505913333559365e-06 0.030917494673341213 0.028758170936194066 -0.030128610223887971 -0.0051782841351849197 0.088662646201395051 0.051696689262719968 -0.017479724759874742 -0.025245351236505766 0.01116637541867522 -0.019822080941196588 0.029746014362722881 0.011388556566261532 -0.030746598066148823 -0.0020955051866687275 0.027044950474607986 0.017414493854924339 0.010600903759184288 -0.017678697744693623 0.0084218357658800962 -0.025366679996158863 0.021844776498049976 0.024208074305141349 -0.032852472661139075 0.065506132021680499 -0.0016876968787688418 -0.0088428749186041915 0.02472279494323671 0.048802474039016254 -0.01800703037346808 leaf_weight=7.7305063105886793 324059.77292308118 5.5193742588162413 17.708842175547034 13.905930940061806 13.742075625807049 9.3948682546615583 9.4404114093631506 6.6406569108366957 28.784339871257544 143.06794020719826 34.311159383505583 10.325023211538793 16.29778266325593 26.938628487288952 76.901927143335342 14.50507904961705 4.4452612148597863 18.106226444244385 7.1956736221909514 23.180721383541822 18.372007641941309 9.1732306405901891 29.661085456609726 8.4784299433231336 4.6229425519704801 7.0804456733167171 50.547332912683487 9.6557314246892929 4.0652024447917929 61.941865518689156 leaf_count=3875 1389188 213 1797 183 197 42 49 107 360 9687 399 97 334 274 390 358 175 74 65 465 348 186 363 107 91 99 693 66 72 909 internal_value=-4.5932e-07 0.00200987 0.00536919 -0.00534933 0.00336161 0.0672927 0.00234482 0.00397875 -0.00934818 0.00221509 -0.00415411 0.000532348 -0.00945554 -0.0174016 0.00652999 0.00677633 0.0007337 -0.0048061 0.0111286 -0.010334 -0.0170321 0.00533141 0.0154057 0.00152051 0.00863498 0.0248545 -0.0034147 0.0380577 -0.0167177 -0.0138924 internal_weight=324752 691.741 474.941 216.8 460.026 14.9142 442.317 388.088 54.2298 368.992 149.022 114.711 59.0503 42.7525 219.97 63.1591 48.654 40.9235 55.6602 153.641 22.8173 15.8139 48.4645 18.8035 25.4455 11.7034 73.7281 19.0961 79.913 66.0071 internal_count=1411263 22075 14923 7152 14668 255 12871 12124 747 12009 1932 1533 901 567 10077 4830 4472 597 632 2322 523 293 567 204 387 190 1158 115 1164 981 is_linear=0 shrinkage=0.03 Tree=496 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 1 2 2 2 2 2 1 2 2 1 2 0 1 2 2 1 2 2 2 2 2 1 2 2 2 split_gain=2.94278 17.9531 61.2093 13.8089 12.8505 10.6809 8.89734 24.2091 16.4887 10.6591 11.4949 12.5733 10.1022 13.112 9.33018 8.31514 8.48148 7.95663 7.15021 7.11855 6.69892 6.28496 6.03827 13.7233 5.99173 19.1271 4.99062 3.56287 3.1948 17.9753 threshold=1.5000000000000002 16861.583007812504 17792.297851562504 11031.315917968752 -3.4999999999999996 -1.0000000180025095e-35 28435.229492187504 31594.402343750004 24919.096679687504 99992.636718750015 75237.886718750015 1.0000000180025095e-35 50102.638671875007 45446.361328125007 1.0000000180025095e-35 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 13771.215820312502 71819.058593750015 -2.4999999999999996 37758.167968750007 21324.808593750004 23400.180664062504 45446.361328125007 40737.804687500007 1.0000000180025095e-35 29513.294921875004 13196.084960937502 13515.104003906252 decision_type=2 2 2 2 2 2 2 2 2 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 15 -4 -3 8 27 22 10 11 12 13 21 -11 16 -1 20 28 24 -18 -9 -6 -24 25 -13 -20 -8 -5 -30 right_child=-2 2 4 18 6 -7 7 9 -10 14 -12 19 -14 -15 -16 -17 17 -19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.030058337015387484 -4.6080985309942553e-06 0.030889663471464896 0.028697555493563027 -0.029461451419348542 -0.0050300336783056865 0.08370409902551787 0.04974303160870857 -0.016697943838481492 -0.024896089746763973 0.010951180201784955 -0.019283958475930233 0.028205027576550107 0.011162099582614982 -0.02911540266147513 -0.0020346276945681242 0.026795188524190161 0.017175687829277406 0.010267023130353945 0.008231755436034955 -0.017380264760088221 -0.02405020706943695 0.021614982578094185 0.065391999467251244 -0.0016373042239101944 0.023027618846678248 -0.032760296346147244 -0.0086426941594226602 0.023898436319393698 0.04789141303352324 -0.017594346594270515 leaf_weight=7.502473007189109 324059.80233384902 5.3610053826123467 17.221222386462614 13.79591218754649 13.722980774939062 9.6487620770931226 9.5156488064676523 6.7414393536746493 28.319596257060766 141.52651851158589 34.212103944271803 10.558769151568415 16.132118690758944 27.584235891699791 76.827825307846069 14.205626882612703 4.3729572836309698 18.133752793073654 23.007176155224442 7.1010965853929511 18.789746470749378 8.995335325598715 4.4940495453774911 7.0794364362955093 30.237081997096539 8.2506552040576917 50.172323144972324 9.688619889318943 4.0189806614071122 61.499720795080066 leaf_count=3875 1389188 213 1797 183 197 42 49 107 360 9687 399 97 334 274 390 358 175 74 465 65 348 186 91 99 363 107 693 66 72 909 internal_value=-4.44827e-07 0.00195849 0.00522708 -0.0052191 0.0032743 0.0648405 0.00228148 0.00386682 -0.00917245 0.00215395 -0.00400868 0.000512052 -0.00910283 -0.0166492 0.00638213 0.00659548 0.000715237 -0.00461563 -0.0101004 0.010693 -0.016267 0.0052022 0.00843029 0.0243906 0.0147575 0.00146291 -0.00333747 0.0367043 -0.0163402 -0.0135774 internal_weight=324749 688.717 473.219 215.499 458.209 15.0098 440.988 387.371 53.6161 368.167 149.813 115.601 59.4531 43.321 218.354 63.0046 48.7989 41.2965 152.494 56.1476 23.1627 15.7368 25.2965 11.5735 49.0465 18.8094 73.1795 19.2043 79.3146 65.5187 internal_count=1411263 22075 14923 7152 14668 255 12871 12124 747 12009 1932 1533 901 567 10077 4830 4472 597 2322 632 523 293 387 190 567 204 1158 115 1164 981 is_linear=0 shrinkage=0.03 Tree=497 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 0 1 1 2 1 2 2 2 2 1 2 0 2 2 1 1 0 2 1 1 1 0 1 2 2 split_gain=2.83725 10.7376 29.1252 18.1927 13.8898 14.845 19.1486 9.34414 10.6077 23.7407 22.4551 11.9856 20.8991 9.01989 8.97271 8.32837 8.05443 7.84316 8.49816 7.71449 9.76735 7.39509 7.15801 7.06324 6.92459 6.5613 6.35912 6.38297 6.13069 6.02292 threshold=1.1054999828338625 17336.302734375004 23400.180664062504 11541.221191406252 1.5000000000000002 50.500000000000007 -1.4999999999999998 -8.4999999999999982 9353.3178710937518 7.5000000000000009 10270.009765625002 6964.4814453125009 4814.8464355468759 13771.215820312502 -25.499999999999996 12667.155273437502 49.500000000000007 13771.215820312502 16437.536132812504 3.5000000000000004 14.500000000000002 51.500000000000007 14993.919433593752 -6.4999999999999991 4.5000000000000009 -4.4999999999999991 50.500000000000007 -1.4999999999999998 2362.8337402343755 19411.564453125004 decision_type=2 2 2 2 2 2 2 2 2 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 26 7 5 -5 22 14 11 10 -10 12 -9 -8 28 16 -6 -17 -19 23 -21 -15 -7 -14 -4 -13 27 -3 -1 -28 right_child=-2 2 24 4 15 6 13 8 9 -11 -12 25 19 21 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=-0.021464628260676195 2.6515035801429142e-05 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88.000146836042404 15.807656571269034 43.009102433919907 17.044451780617237 82.528572395443916 25.455998584628105 958.24392041563988 47.137295439839363 800.44234091043472 50.783646009862423 161.44144961237907 13.757568895816801 102.90494292229414 leaf_count=107 1288647 164 2252 1317 67 231 685 101862 1132 194 1413 80 48 260 2036 207 115 358 64 254 103 345 118 4302 195 3349 208 654 77 419 internal_value=-4.30581e-07 -0.000292246 -0.00343288 -0.000180156 0.00401275 0.00599547 0.00995557 -0.000327485 -0.000401938 -0.00416194 -0.0057215 -0.000301104 -0.00042437 0.0132475 0.0040838 -0.00299484 -0.0145326 0.000279213 -0.00444624 -0.00460456 0.00582957 0.00778957 -0.00365425 -0.00525081 0.000638386 0.00326736 -0.0102389 -0.00671797 -0.0107939 -0.0148297 internal_weight=324746 27451.5 945.987 26505.5 899.728 701.303 384.658 25605.8 25180.8 657.651 611.847 24523.1 23704.3 309.738 424.994 198.425 43.8606 154.564 103.808 1029.66 60.0536 144.967 74.9196 969.601 591.914 818.821 354.073 200.384 33.5991 153.689 internal_count=1411263 122616 3892 118724 3767 2956 1639 114957 112737 2739 2545 109998 106569 1290 2220 811 182 629 422 4707 357 605 349 4350 2447 3429 1445 818 184 627 is_linear=0 shrinkage=0.03 Tree=498 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 1 2 2 2 2 2 1 2 2 1 2 0 1 2 2 1 2 2 2 2 2 2 1 2 2 split_gain=2.77967 16.962 57.2761 13.0928 12.5093 8.92305 8.42933 22.6358 15.7779 10.0831 10.8637 11.7253 9.39919 11.9543 8.90425 8.04054 8.1927 7.39655 6.77554 6.65493 6.17612 6.0285 21.6733 19.2644 5.97058 5.74951 13.3829 4.73114 3.30257 3.03072 threshold=1.5000000000000002 16861.583007812504 17792.297851562504 11031.315917968752 -3.4999999999999996 -1.0000000180025095e-35 28435.229492187504 31594.402343750004 24919.096679687504 99992.636718750015 75237.886718750015 1.0000000180025095e-35 50102.638671875007 45446.361328125007 1.0000000180025095e-35 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 13771.215820312502 71819.058593750015 -2.4999999999999996 32666.960937500004 37758.167968750007 45446.361328125007 37758.167968750007 21324.808593750004 23400.180664062504 1.0000000180025095e-35 29513.294921875004 13196.084960937502 decision_type=2 2 2 2 2 2 2 2 2 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 15 -4 -3 8 28 25 10 11 12 13 24 -11 16 -1 20 29 21 -18 -13 -23 -24 -9 -6 -27 -20 -8 -5 right_child=-2 2 4 18 6 -7 7 9 -10 14 -12 19 -14 -15 -16 -17 17 -19 27 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.030056608835983767 -4.4546565574182909e-06 0.03086267361125215 0.028635965425991453 -0.028792682449251358 -0.0048865335185276811 0.079407744057771998 0.04792928584179329 -0.015963800836178238 -0.024544702089920122 0.010737374722641324 -0.018756579761566798 -0.014260276600708104 0.010937489564043808 -0.027612295982621132 -0.0019762416339117015 0.026539886359650728 0.016936200706444551 0.0099438446741495073 0.0080440313329436901 -0.017084605390273316 -0.022831918327938145 0.080975320224070127 -0.029161609751229417 0.0219265126842518 0.021383837062283848 0.065140741820421469 -0.0015891974549781492 -0.0084462972312809598 0.023107068531859072 -0.013265294335747637 leaf_weight=7.2809611102566114 324057.53916211333 5.2069105971604577 16.747200289275497 13.694807901978491 13.704712465405466 9.8621414303779584 9.5783096589148045 6.8387355245649806 27.871035315096378 140.02683931216598 34.121681939810514 5.9217321574687949 15.970807950943707 28.204260945320129 76.75675705075264 13.915993530303238 4.3026184281334308 18.159563362598419 22.838103890419006 7.009001523256301 19.192890536040068 4.4201260507106772 8.4701788276433927 30.793015711009502 8.8220946788787824 4.3777693286538106 7.0784832052886486 49.809062391519547 9.7190127521753311 65.058439722284675 leaf_count=3875 1389188 213 1797 183 197 42 49 107 360 9687 399 52 334 274 390 358 175 74 465 65 348 40 112 363 186 91 99 693 66 981 internal_value=-4.17083e-07 0.00190757 0.00508809 -0.00509173 0.00318822 0.0626336 0.00221894 0.00375729 -0.00899707 0.00209364 -0.00387007 0.000491912 -0.00876774 -0.0159422 0.00623585 0.00641833 0.000696345 -0.00443559 -0.00987 0.0102785 -0.0155494 0.0141448 0.0179954 0.0109054 0.00507496 0.00822518 0.0239103 -0.00326223 0.0354277 -0.0159654 internal_weight=324743 685.753 471.501 214.252 456.432 15.0691 439.685 386.653 53.032 367.355 150.572 116.45 59.8359 43.8651 216.784 62.852 48.936 41.6551 151.4 56.6141 23.4955 49.6051 43.6833 39.2632 15.6608 25.161 11.4563 72.6472 19.2973 78.7532 internal_count=1411263 22075 14923 7152 14668 255 12871 12124 747 12009 1932 1533 901 567 10077 4830 4472 597 2322 632 523 567 515 475 293 387 190 1158 115 1164 is_linear=0 shrinkage=0.03 Tree=499 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 0 1 1 2 1 2 2 2 2 1 2 0 2 2 1 1 0 2 1 1 2 3 1 0 1 split_gain=2.66736 10.0995 27.3824 17.1331 13.0845 14.0136 18.0871 8.8074 9.984 22.3195 21.1555 11.2743 19.6788 8.54501 8.43486 7.86415 7.69838 7.38059 7.99392 7.25965 9.16208 6.98923 6.6942 6.58932 6.51049 6.27659 6.5299 8.29564 5.96771 5.97434 threshold=1.1054999828338625 17336.302734375004 23400.180664062504 11541.221191406252 1.5000000000000002 50.500000000000007 -1.4999999999999998 -8.4999999999999982 9353.3178710937518 7.5000000000000009 10270.009765625002 6964.4814453125009 4814.8464355468759 13771.215820312502 -25.499999999999996 12667.155273437502 49.500000000000007 13771.215820312502 16437.536132812504 3.5000000000000004 14.500000000000002 51.500000000000007 14993.919433593752 -6.4999999999999991 4.5000000000000009 7836.1462402343759 1.0619999766349795 1.0000000180025095e-35 50.500000000000007 -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 28 7 5 -5 22 14 11 10 -10 12 -9 -8 -1 16 -6 -17 -19 23 -21 -15 -7 -14 -4 -13 27 -27 29 -3 right_child=-2 2 24 4 15 6 13 8 9 -11 -12 25 19 21 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.010414085993195514 2.5721524360587496e-05 -0.017043943058728514 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15.816825732588766 43.313889533281326 16.924531973898411 82.298154413700104 25.601538382470608 957.37096226215363 47.170551404356956 119.7666257172823 212.98972710967064 175.05109846591949 153.84607689827681 161.39253723621368 leaf_count=184 1288647 164 2252 1317 67 231 685 101862 1132 194 1413 1324 48 260 2036 207 115 358 64 254 103 345 118 4302 195 499 877 729 627 654 internal_value=-4.04223e-07 -0.00028336 -0.00332882 -0.000174628 0.00389629 0.00582187 0.00967467 -0.000317547 -0.000389764 -0.00403799 -0.00555189 -0.000291948 -0.000411525 0.0128828 0.00396932 -0.00290711 -0.0141382 0.000270971 -0.00431263 -0.00446912 0.00563604 0.00756837 -0.00353962 -0.00509745 0.000619323 0.0031684 0.00111228 -0.00177925 -0.00992545 -0.00651432 internal_weight=324741 27449.4 946.235 26503.1 898.898 700.604 383.981 25604.2 25180.1 657.497 611.615 24522.6 23703.5 308.969 424.186 198.294 43.7357 154.558 103.811 1029.03 60.2384 144.737 75.0117 968.792 591.948 819.099 507.807 294.818 354.287 200.441 internal_count=1411263 122616 3892 118724 3767 2956 1639 114957 112737 2739 2545 109998 106569 1290 2220 811 182 629 422 4707 357 605 349 4350 2447 3429 2105 1228 1445 818 is_linear=0 shrinkage=0.03 Tree=500 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 2 0 2 2 3 1 1 0 1 2 1 0 0 2 0 2 1 1 1 2 0 3 split_gain=4.77559 12.7426 27.7991 43.4066 38.0904 30.9655 27.715 34.7366 25.2117 20.3785 18.7065 43.7618 32.6185 27.1336 22.19 31.779 18.3001 17.8615 19.1379 18.2797 17.408 17.3173 23.6951 17.3143 19.3698 23.4687 23.3685 16.1771 20.3111 15.9138 threshold=1.1510000228881838 252.50982666015628 1148.0775146484377 855.65197753906261 955.99880981445324 401.18936157226568 1.0000000180025095e-35 291.56593322753912 468.30728149414068 52.500000000000007 2748.945678710938 2449.139526367188 1.0205000042915346 4.5000000000000009 -1.4999999999999998 50.500000000000007 7.5000000000000009 555.07958984375011 1.0000000180025095e-35 48.500000000000007 51.500000000000007 279.21791076660162 50.500000000000007 174.66455078125003 1.0000000180025095e-35 -7.4999999999999991 7.5000000000000009 1320.400329589844 52.500000000000007 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 23 3 5 -5 6 7 21 -7 -8 11 13 -13 14 15 -4 -14 18 -10 -19 -9 22 -3 -1 25 -25 29 28 -16 -26 right_child=-2 2 10 4 -6 8 9 20 17 -11 -12 12 16 -15 27 -17 -18 19 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.00018795245961436633 5.1798985314851114e-05 0.0092910198554854231 0.0058372162640304972 -0.017451706445139794 -0.0045307645862242181 0.011451095988755332 -0.013863538261628875 -0.013740250750439468 -0.0072237596055017726 0.0067739586022808737 -0.00089280893427733739 -0.019658616120344384 0.0046212461604233741 0.0048080706167275477 0.011489775106928252 -0.0033818390609788502 0.016696496190939859 -0.0033589340729617734 0.0017879274186728797 0.0081681537581946451 0.0087808787295511233 0.017852299149411329 -0.022267894593080425 0.015239739253726237 0.013242796883378288 -0.0011536554157734332 -0.012656567181526178 -0.0023592732897607582 -0.023034994510249377 0.0044074420774059273 leaf_weight=6622.7009913250804 286957.83450346987 73.883676782250404 869.24274080991745 300.7630218937993 647.1893117800355 195.94688586890697 356.34537833184004 154.74169562757015 428.78694446384907 48.9818284958601 15982.632207997143 48.001964703202248 1801.812932536006 820.34156778454781 135.29147499799728 549.09622977674007 120.50931753218174 189.20644959807396 419.67973385751247 358.24944359064102 38.593532383441925 95.188536435365677 30.149590075016022 84.107458889484406 215.75856325030327 1199.1211088001728 65.01999706029892 4415.9397385269403 17.296772480010986 1226.0573406666517 leaf_count=28633 1243567 301 4010 1555 3120 832 1948 627 1743 209 74650 199 7435 3355 564 2473 490 896 1948 1516 157 389 122 461 884 4894 403 17881 72 5021 internal_value=1.01872e-05 -0.000308145 -0.000628178 -0.00319829 -0.00863028 -0.00104357 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51.9564 30.7082 19.9927 18.5404 16.804 18.0042 17.1912 16.3974 16.3522 22.2727 16.2911 18.2115 threshold=1.1510000228881838 252.50982666015628 1148.0775146484377 855.65197753906261 955.99880981445324 401.18936157226568 1.0000000180025095e-35 291.56593322753912 468.30728149414068 52.500000000000007 2748.945678710938 2362.8337402343755 1896.9642333984377 4.5000000000000009 4.5000000000000009 2704.067260742188 1.0000000180025095e-35 1320.400329589844 1682.390319824219 47.500000000000007 1.0619999766349795 52.500000000000007 555.07958984375011 1.0000000180025095e-35 48.500000000000007 51.500000000000007 279.21791076660162 50.500000000000007 174.66455078125003 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 28 3 5 -5 6 7 26 -7 -8 11 12 16 15 -14 -13 -4 -18 19 -19 -20 -21 23 -10 -24 -9 27 -3 -1 -30 right_child=-2 2 10 4 -6 8 9 25 22 -11 -12 13 14 -15 -16 -17 17 18 20 21 -22 -23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.00018231755726637382 5.0245137898203006e-05 0.0090217043005390487 0.0049836011662973412 -0.017040822412437779 -0.0044007074941851505 0.011104272394172606 -0.013537660574512486 -0.013342618419296027 -0.0070057339834120862 0.0065604026854607289 -0.00086606725083582779 0.0021762599914647812 -0.0031329219189069829 0.01221715345049167 0.003542653574601757 0.013172459889233341 0.012856927720839828 -0.028174887197059066 0.0071823046730858063 -0.0087321871370895244 -0.0021167348237447624 0.022503077274966313 -0.0032613783134612453 0.0017332754154852391 0.0079200553413883521 0.0085264391006605773 0.01735950961068115 -0.021560255478885886 -7.6708625342657592e-05 0.0047865902668909914 leaf_weight=6622.5698420256376 286957.41944383061 73.807741343975067 989.05760289728642 298.80453452467918 646.33975643664598 196.00403878092766 354.01142731308937 154.57519616186619 428.86604906618595 49.057832539081573 15981.859485290945 2448.2771301418543 3079.6986910402775 277.76727558672428 489.43676002323627 161.38495397567749 118.31318429112434 76.089167669415474 393.87093701958656 282.72029034793377 441.13815036416054 18.204219236969948 189.0229312479496 419.92154228687286 358.3854445964098 38.553471341729164 94.95749369263649 30.204106539487839 1282.7390046268702 1507.2848441749811 leaf_count=28633 1243567 301 4258 1555 3120 832 1948 627 1743 209 74650 10133 12807 1124 1990 666 505 342 1587 1213 1778 76 896 1948 1516 157 389 122 5355 6308 internal_value=9.87907e-06 -0.000298986 -0.000609526 -0.00310749 -0.00839684 -0.00101347 -0.0057111 -0.000180147 0.00133259 -0.0110915 -0.000273289 0.000806216 -0.000640589 0.00375678 -0.0022175 0.00285628 0.00178599 -0.000591314 -0.00190408 -0.0111479 0.00226959 -0.00684263 -3.91954e-05 -0.00268228 0.00405905 -0.00897699 0.00835847 0.000140978 0.00062777 0.00255064 internal_weight=324460 37502.9 28090.3 3332.51 945.144 2387.37 795.167 392.098 1592.2 403.069 24757.8 8775.96 5888.53 2887.43 3569.14 2609.66 2319.39 1330.34 1212.02 377.014 835.009 300.925 1396.2 848.788 547.408 193.129 198.969 104.012 9412.59 2790.02 internal_count=1410355 166788 126492 15363 4675 10688 3753 1596 6935 2157 111129 36479 24556 11923 14797 10799 9759 5501 4996 1631 3365 1289 6103 3691 2412 784 812 423 40296 11663 is_linear=0 shrinkage=0.03 Tree=502 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 2 0 2 2 3 1 1 0 1 1 3 2 2 0 2 2 2 2 1 1 2 2 split_gain=4.23066 11.2864 24.7201 38.7469 34.5427 27.6 24.9389 30.83 22.3075 18.3488 16.5635 39.1895 30.6405 24.2087 20.5218 29.9808 16.4634 15.9142 29.3112 34.6788 33.905 29.1708 34.605 21.1294 18.6762 16.317 21.4422 17.5401 16.477 15.8094 threshold=1.1510000228881838 252.50982666015628 1148.0775146484377 855.65197753906261 955.99880981445324 401.18936157226568 1.0000000180025095e-35 291.56593322753912 468.30728149414068 52.500000000000007 2748.945678710938 2449.139526367188 1.0205000042915346 4.5000000000000009 -1.4999999999999998 50.500000000000007 7.5000000000000009 1.5000000000000002 1.0619999766349795 3618.2971191406255 4255.0842285156259 52.500000000000007 5947.2192382812509 11031.315917968752 29513.294921875004 8931.5649414062518 7.5000000000000009 27.500000000000004 24156.202148437504 555.07958984375011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 6 7 -3 -7 -8 11 13 -13 14 15 -4 -14 18 19 -12 -21 22 -19 -20 -25 27 28 -24 -27 -10 right_child=-2 2 10 4 -6 8 9 -9 29 -11 17 12 16 -15 -16 -17 -18 21 23 20 -22 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=0.00060887684498055867 4.8737834128247157e-05 0.008119124488246433 0.0056682462496563443 -0.016638710152156708 -0.0042742514728796996 0.010768627693408457 -0.013218261422367388 -0.0087175520414307685 -0.0026008846632806339 0.0063540247714932102 -0.011573645656927593 -0.019148001829747987 0.0043833971742433539 0.0045347173421155925 -0.001937531169954128 -0.0032871972361588121 0.015840835375388895 -0.0072222553494259122 -0.0025855919076431702 0.0030871795367098122 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internal_value=9.57861e-06 -0.000290106 -0.000591449 -0.00301925 -0.00816936 -0.000984246 -0.00555916 -0.000174812 0.00129236 -0.0108194 -0.000265131 0.000782149 0.00450967 -0.000296261 -0.000958979 0.00219496 0.00510171 -0.000840126 -0.000403969 0.00105652 0.00144378 -0.00289496 -0.00409247 -0.00177412 0.00167119 7.29383e-06 -0.00238129 0.00585831 -0.00501957 -3.80289e-05 internal_weight=324453 37496.1 28082.7 3327.34 942.386 2384.96 792.468 391.614 1592.49 400.854 24755.3 8774.21 1968.86 6805.35 5984.41 1417.08 1920.79 15981.1 13182.9 6381.09 6191.26 2798.19 2427.21 6801.82 1296.64 1050.78 746.167 304.611 587.935 1396.44 internal_count=1410355 166788 126492 15363 4675 10688 3753 1596 6935 2157 111129 36479 8124 28355 25000 6483 7925 74650 60570 29619 28830 14080 12270 30951 5408 4534 3095 1439 2423 6103 is_linear=0 shrinkage=0.03 Tree=503 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 2 0 2 2 2 1 2 1 1 3 2 2 2 2 2 0 0 1 2 1 1 1 split_gain=3.98299 10.6248 23.3083 36.6033 32.889 26.0501 23.658 29.029 20.9849 17.4083 15.5934 37.4777 23.6695 21.9808 18.9758 18.6975 18.2771 25.0907 24.0735 33.6426 22.1662 27.2777 15.4638 20.9542 15.4587 15.4388 15.322 17.1161 22.2519 22.0136 threshold=1.1510000228881838 252.50982666015628 1148.0775146484377 855.65197753906261 955.99880981445324 401.18936157226568 1.0000000180025095e-35 291.56593322753912 468.30728149414068 52.500000000000007 2748.945678710938 2362.8337402343755 1896.9642333984377 4.5000000000000009 2704.067260742188 4.5000000000000009 1.0000000180025095e-35 1.1054999828338625 1266.0092773437502 1682.390319824219 1846.5046997070315 1420.9512329101565 279.21791076660162 50.500000000000007 51.500000000000007 2.5000000000000004 174.66455078125003 1.0000000180025095e-35 -7.4999999999999991 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 26 3 5 -5 6 7 22 -7 -8 11 12 16 14 -13 -14 -4 18 -18 -20 21 -19 23 -3 -9 -6 -1 28 -28 -29 right_child=-2 2 10 4 25 8 9 24 -10 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15971.537535965443 2446.9799595028162 3079.8460187315941 277.66667883098125 161.07474201917648 489.78765322268009 65.873339593410492 47.245636135339737 300.12872722744942 641.93826772272587 67.023594677448273 207.18122589588165 94.603401988744736 30.233490705490112 38.554358437657356 97.630021966993809 83.431848555803299 1443.5929338485003 1199.2091243267059 64.745614290237427 leaf_count=28633 1243567 301 4258 1555 2487 832 1948 627 6103 209 74650 10133 12807 1124 666 1990 275 209 1288 2586 270 873 389 122 157 633 461 5905 4894 403 internal_value=9.28721e-06 -0.000281563 -0.000574095 -0.00293354 -0.00794768 -0.000955909 -0.0054097 -0.000169654 0.00125359 -0.0105531 -0.000257313 0.00075886 -0.000614027 0.0035595 0.00270518 -0.00214667 0.00174707 -0.000549582 0.00177792 0.000551932 -0.00784771 -0.0118911 0.00788376 -0.000106528 -0.0084596 -0.0041513 0.000590583 0.00245499 -9.26798e-05 0.00462144 internal_weight=324437 37480 28066.2 3322.16 939.677 2382.48 790.012 391.33 1592.47 398.682 24744 8772.49 5886.77 2885.72 2608.05 3569.63 2317.13 1329.39 1007.94 942.067 321.45 254.427 198.497 103.893 192.833 644.703 9413.85 2790.98 1282.64 1508.34 internal_count=1410355 166788 126492 15363 4675 10688 3753 1596 6935 2157 111129 36479 24556 11923 10799 14797 9759 5501 4149 3874 1352 1082 812 423 784 3120 40296 11663 5355 6308 is_linear=0 shrinkage=0.03 Tree=504 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 2 0 2 1 0 1 2 2 2 1 1 2 1 3 2 2 2 2 2 3 1 2 split_gain=3.74904 9.99974 21.9844 34.5981 31.291 24.5927 22.4334 27.3508 19.742 16.5143 14.8729 16.9357 16.1666 14.7232 14.6728 35.2742 22.2702 20.6866 17.9032 17.8923 17.2187 23.639 22.5582 31.6878 20.8978 25.7587 15.1251 15.1865 38.9326 28.252 threshold=1.1510000228881838 252.50982666015628 1148.0775146484377 855.65197753906261 955.99880981445324 401.18936157226568 1.0000000180025095e-35 291.56593322753912 468.30728149414068 52.500000000000007 555.07958984375011 1.0000000180025095e-35 48.500000000000007 2.5000000000000004 2748.945678710938 2362.8337402343755 1896.9642333984377 4.5000000000000009 1.5000000000000002 2704.067260742188 1.0000000180025095e-35 1.1054999828338625 1266.0092773437502 1682.390319824219 1846.5046997070315 1420.9512329101565 3290.9838867187505 1.0619999766349795 1.5000000000000002 4255.0842285156259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 5 -5 6 7 -3 -7 -8 11 -10 -12 -6 15 16 20 19 -18 -17 -4 22 -22 -24 25 -23 -16 28 29 -28 right_child=-2 2 14 4 13 8 9 -9 10 -11 12 -13 -14 -15 26 17 18 -19 -20 -21 21 24 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00057288009839602701 4.5857536271035748e-05 0.0076586052457365732 0.0046978509185966648 -0.015859881294916181 -0.0021255601190015233 0.010129167160012784 -0.012598416717692887 -0.0082156550071077385 -0.0067150042021420428 0.0059617144429958613 -0.0032799538700225132 0.0017609197713399868 0.0075615689090456325 -0.014821501855185467 -0.0068071079108624243 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1948 1516 633 1531 10133 10415 1124 4382 666 275 209 1288 2586 270 873 19904 38020 5905 9290 internal_value=9.0051e-06 -0.000273208 -0.000557073 -0.00285071 -0.00773493 -0.000928414 -0.00526548 -0.000164641 0.00121597 -0.0102926 -3.58032e-05 -0.00252276 0.0038187 -0.00403437 -0.000249623 0.000736214 -0.000595721 0.00345374 -0.00208176 0.00262482 0.00169576 -0.000533581 0.00172475 0.000535526 -0.00762343 -0.0115568 -0.000791026 -0.000649349 0.000331836 0.0012637 internal_weight=324428 37471.8 28058.2 3316.5 936.643 2379.86 787.373 390.819 1592.48 396.554 1396.38 848.754 547.622 643.539 24741.7 8770.88 5885.99 2884.89 3570.5 2607.29 2315.49 1328.76 1007.76 941.656 321.002 253.947 15970.8 15603.4 7433.5 6277.12 internal_count=1410355 166788 126492 15363 4675 10688 3753 1596 6935 2157 6103 3691 2412 3120 111129 36479 24556 11923 14797 10799 9759 5501 4149 3874 1352 1082 74650 73119 35099 29194 is_linear=0 shrinkage=0.03 Tree=505 num_leaves=31 num_cat=0 split_feature=2 0 2 0 1 0 0 2 0 1 1 0 2 0 3 0 1 0 1 0 0 1 0 2 0 0 0 1 1 0 split_gain=3.98508 3.3235 5.41454 5.18558 12.3194 8.1439 6.10628 16.4394 5.76132 5.0701 6.69881 5.23437 10.7708 4.37522 5.02726 4.35756 4.25469 4.19718 6.04919 13.2009 13.9095 6.78053 6.9114 4.08737 8.63506 5.02059 3.99231 3.85435 3.60101 5.7067 threshold=113.878231048584 52.500000000000007 65.776599884033217 40.500000000000007 -1.4999999999999998 35.500000000000007 27.500000000000004 65.776599884033217 36.500000000000007 2.5000000000000004 17.500000000000004 41.500000000000007 65.776599884033217 6.5000000000000009 3.653500080108643 28.500000000000004 -2.4999999999999996 62.500000000000007 1.0000000180025095e-35 72.500000000000014 66.500000000000014 -1.4999999999999998 71.500000000000014 87.386707305908217 13.500000000000002 24.500000000000004 5.5000000000000009 4.5000000000000009 -2.4999999999999996 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=1 3 -3 4 5 -1 7 13 -7 11 -11 12 -5 26 -15 -8 -4 27 21 20 -20 -19 -23 24 -9 -26 -6 -18 29 -13 right_child=-2 2 16 9 6 8 15 23 -10 10 -12 28 -14 14 -16 -17 17 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00046003386998363211 -6.8289771962529622e-05 0.0032885752283873314 -0.0094005715816306464 -0.010586920927276826 0.017356759491188034 0.025564584371707316 -0.01753200547137929 0.02840526114627602 0.0086910720703526605 0.011140807018461259 -0.0087875072235241766 -0.014639557883184887 0.015725778433755007 -0.0031435424121785821 -0.032176893364119975 -0.0022434884791877195 -0.0020052244470837319 -0.0099675999816414649 -0.0030505196047146228 -0.020717241736224589 0.022434439656587934 0.006570393006689856 0.028517026024944388 0.015651993640843007 -0.013693737736826559 0.0095390271262564708 -0.014750565986549455 -0.014144425019929028 0.0022176079277415931 0.00074144991002585646 leaf_weight=59.347468942403793 321200.22023217811 272.89420835673809 58.137606918811798 18.190108060836792 6.539493724703787 26.708747684955597 17.203904271125793 9.7621729224920255 57.24619148671627 111.67244447767735 17.569350913167 30.038676276803017 60.796717658638954 8.6912348419427889 14.036140166223047 678.69056205451488 494.06197783350945 18.805857256054878 93.589228957891464 28.000413171947002 24.27378261089325 96.505641251802444 14.909541711211203 58.374648690223694 19.264267519116402 14.80485253036022 7.4632172733545303 24.718142032623291 1065.3091553747654 78.299536556005478 leaf_count=290 1396072 1175 246 76 60 135 73 90 276 508 81 148 262 41 90 2882 2127 80 435 163 104 400 83 257 115 62 56 149 4468 364 internal_value=-5.73407e-05 0.000951536 -0.000389587 0.00159135 -8.01206e-05 0.00804611 -0.00147502 0.00426713 0.0140591 0.00277447 0.00843172 0.00219077 0.00966615 -0.012947 -0.0210742 -0.00262145 -0.00156631 -0.000993302 0.001995 -0.00220081 0.00219809 0.00669482 0.00950728 0.0104534 0.00352992 -0.00359786 0.000244077 -0.00258362 0.00168768 -0.00352321 internal_weight=324686 3485.91 1125.9 2360.01 978.133 143.302 834.83 138.936 83.9549 1381.88 129.242 1252.63 78.9868 36.7301 22.7274 695.894 853.002 794.865 276.084 145.863 117.863 130.221 111.415 102.206 43.8313 34.0691 14.0027 518.78 1173.65 108.338 internal_count=1411368 15296 4962 10334 4427 701 3726 771 411 5907 589 5318 338 247 131 2955 3787 3541 1265 702 539 563 483 524 267 177 116 2276 4980 512 is_linear=0 shrinkage=0.03 Tree=506 num_leaves=31 num_cat=0 split_feature=2 0 2 0 3 3 2 0 1 2 2 0 2 2 0 2 0 1 1 3 0 1 1 0 2 1 1 1 1 3 split_gain=3.75122 3.29468 3.13932 15.7394 18.9839 15.0326 13.4517 9.20657 23.5194 20.7016 14.3326 22.1985 11.1579 17.8644 10.3334 9.75814 12.8538 8.786 7.85147 7.49189 14.3381 11.6008 8.10046 7.40494 7.01188 7.86145 6.60161 6.41458 5.64347 6.04606 threshold=113.878231048584 98.500000000000014 164.59277343750003 30.500000000000004 1.4100000262260439 1.6674999594688418 161.84931945800784 47.500000000000007 1.0000000180025095e-35 142.59513854980472 135.80005645751956 54.500000000000007 157.04295349121097 149.77716064453128 44.500000000000007 135.80005645751956 44.500000000000007 -4.4999999999999991 1.0000000180025095e-35 1.0619999766349795 54.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 56.500000000000007 161.84931945800784 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 3.5000000000000004 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 18 7 6 27 8 12 -10 19 28 13 15 -14 -5 -17 -16 -2 21 -21 -9 -22 -13 -11 -26 -20 -6 29 -12 right_child=1 -3 -4 4 5 -7 -8 10 9 24 11 23 14 -15 17 16 -18 -19 26 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.00092343902543054067 -0.0018315213444029595 -0.0099899168986752936 -4.9488609226782111e-05 -0.0060361126191519517 0.0088332770717448623 0.0019707287251401369 -0.0048659204756853706 0.0097524835996182779 0.016033672419364629 -0.0023456685075699249 -0.00050848510914070074 -0.026109423999978308 -0.032817136803678468 0.0024190172542122405 0.0053248471378788478 -0.0072343392907181139 -0.045831783751902298 -0.008329938950703844 -0.011329597603281139 -0.018002142030037579 -0.011106704992262075 -0.012682640799127183 0.011473602114612536 -0.0033600894525293024 0.0059986901852051404 -0.013085038854929714 -0.0013421650958707657 0.02203657501446989 -0.0032577028281564851 0.0016040361060763379 leaf_weight=3484.2659080252051 297.4467883631587 30.107168146874756 312283.94807187736 67.321133345365524 59.450846880674362 736.39630693942308 34.289495356380939 47.272897183895111 77.370439395308495 481.14464364945889 2288.2117836475372 37.985889673233032 14.685859531164168 278.23166988790035 45.620579183101654 15.668702483177187 15.394741490483282 602.53469410538673 224.4259487092495 100.5011627972126 27.126205816864967 36.961900398135185 30.236705131828785 19.481752023100853 197.90341065824032 21.542319424450397 81.084538415074348 74.762440592050552 363.36543166637421 2610.1797369122505 leaf_count=15296 1256 378 1357254 283 253 3183 144 191 320 2289 9563 169 59 1124 205 65 62 2417 995 456 113 175 139 83 882 150 383 318 2200 10963 internal_value=-5.56205e-05 -6.6241e-05 -6.53107e-05 -0.000621315 -0.000280688 0.00382036 0.0119037 -0.000783624 -0.00263733 0.00130753 -0.00017784 0.000147073 -0.00558978 -0.0014663 -0.00793267 -0.012454 -0.0263629 -0.00736884 -0.00530098 -0.0073166 -0.0111716 -9.19614e-05 0.000795656 -0.0183973 -0.000318769 0.0041253 -0.00867887 0.0161881 0.00034961 0.000617203 internal_weight=324685 321201 321171 8886.6 8283.64 904.899 168.503 7378.74 1817.42 777.961 5561.32 5319.22 1039.46 376.616 662.841 98.3846 31.0634 648.155 602.957 242.099 157.864 84.2348 57.3629 57.4676 700.59 219.446 305.51 134.213 5261.76 4898.39 internal_count=1411368 1396072 1395694 38440 35806 3898 715 31908 7856 3641 24052 22978 4215 1534 2681 410 127 2622 2634 1074 708 366 252 252 3321 1032 1378 571 22726 20526 is_linear=0 shrinkage=0.03 Tree=507 num_leaves=31 num_cat=0 split_feature=2 0 2 0 1 0 0 2 0 1 1 0 2 0 3 0 1 0 1 0 0 1 0 2 0 0 0 1 0 1 split_gain=3.52951 3.12845 5.09674 4.87399 11.6333 7.74034 5.75535 15.5469 5.55087 4.7443 6.27966 4.9385 10.1577 4.15075 4.84099 4.10643 3.99218 3.95213 5.70661 12.5355 13.0133 6.39385 6.65121 3.82708 8.27173 4.74037 3.78807 3.66506 3.54783 4.87636 threshold=113.878231048584 52.500000000000007 65.776599884033217 40.500000000000007 -1.4999999999999998 35.500000000000007 27.500000000000004 65.776599884033217 36.500000000000007 2.5000000000000004 17.500000000000004 41.500000000000007 65.776599884033217 6.5000000000000009 3.653500080108643 28.500000000000004 -2.4999999999999996 62.500000000000007 1.0000000180025095e-35 72.500000000000014 66.500000000000014 -1.4999999999999998 71.500000000000014 87.386707305908217 13.500000000000002 24.500000000000004 5.5000000000000009 4.5000000000000009 39.500000000000007 -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=1 3 -3 4 5 -1 7 13 -7 11 -11 12 -5 26 -15 -8 -4 27 21 20 -20 -19 -23 24 -9 -26 -6 -18 29 -10 right_child=-2 2 16 9 6 8 15 23 28 10 -12 -13 -14 14 -16 -17 17 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00047401680023441054 -6.4255932523726506e-05 0.0031627546949493553 -0.0091292968440133109 -0.010294377353157502 0.016948492005508631 0.025077852420936506 -0.017053901005561076 0.028017894379784018 -0.0070484070804812289 0.010737300130126607 -0.0085754823945598593 0.0016093162943418495 0.015262943901536473 -0.003078536401446496 -0.031642631943096175 -0.0022040284507415363 -0.0019730836173865638 -0.0096763292039119229 -0.0029889954524591018 -0.020307450155498567 0.021607110045050004 0.006354575432490202 0.028011063131886088 0.015168025805643489 -0.013376711800017585 0.0092164803366554023 -0.014454596182554081 -0.013852888549607164 0.020305858280567971 0.013707840758105615 leaf_weight=59.337221764028072 321199.26292844932 272.84854383766651 58.24412690103054 18.194707676768303 6.4862842410802823 26.385919317603111 17.183862999081612 9.5932337529957277 19.637919157743454 112.09770645201206 17.521054893732071 1173.6941356807947 60.653098180890083 8.6867755055427569 13.859836272895334 678.64743813872337 493.98431684076786 18.844083085656166 93.51834525167942 27.750331215560436 24.413716673851013 96.371378645300865 14.711854338645933 58.324290193617344 19.170440956950188 14.818548008799551 7.4027253985404968 24.533267542719841 16.217757239937782 21.166846543550491 leaf_count=290 1396072 1175 246 76 60 135 73 90 98 508 81 4980 262 41 90 2882 2127 80 435 163 104 400 83 257 115 62 56 149 79 99 internal_value=-5.3954e-05 0.000895727 -0.000405882 0.00151656 -0.000105407 0.00780848 -0.00145965 0.00412896 0.0137007 0.00266298 0.00812672 0.00209756 0.00936541 -0.0126902 -0.0206374 -0.00257075 -0.00154822 -0.000992198 0.00191066 -0.00216604 0.00210277 0.00648172 0.00922276 0.0101425 0.00341698 -0.00352651 0.00021091 -0.00253517 0.00843616 0.00371858 internal_weight=324684 3484.3 1125.22 2359.08 976.919 142.746 834.173 138.342 83.4084 1382.16 129.619 1252.54 78.8478 36.4356 22.5466 695.831 852.371 794.127 275.61 145.682 117.932 129.927 111.083 101.907 43.5822 33.989 13.889 518.518 57.0225 40.8048 internal_count=1411368 15296 4962 10334 4427 701 3726 771 411 5907 589 5318 338 247 131 2955 3787 3541 1265 702 539 563 483 524 267 177 116 2276 276 197 is_linear=0 shrinkage=0.03 Tree=508 num_leaves=31 num_cat=0 split_feature=2 0 0 0 0 0 2 1 2 0 1 0 1 1 0 1 0 0 2 2 1 0 2 3 1 0 3 2 0 0 split_gain=3.32259 3.11556 3.09757 2.96758 5.60985 3.00209 4.60547 5.5448 5.9781 4.73995 5.80238 4.42803 4.40362 7.03496 5.08816 11.1311 7.73217 5.42463 14.7037 4.28562 6.40906 4.2102 4.07717 22.6819 11.922 14.0255 9.3682 4.88314 4.47763 3.93947 threshold=113.878231048584 98.500000000000014 99.500000000000014 78.500000000000014 80.500000000000014 66.500000000000014 87.386707305908217 2.5000000000000004 65.776599884033217 70.500000000000014 1.0000000180025095e-35 55.500000000000007 -7.4999999999999991 -3.4999999999999996 40.500000000000007 -1.4999999999999998 34.500000000000007 27.500000000000004 65.776599884033217 65.776599884033217 1.5000000000000002 59.500000000000007 87.386707305908217 1.1980000138282778 1.0000000180025095e-35 50.500000000000007 1.0619999766349795 65.776599884033217 42.500000000000007 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=3 -2 -3 5 -5 11 7 8 -7 -8 -11 12 -1 -14 15 16 -15 18 29 20 -13 -21 26 24 25 -24 27 -16 -25 -17 right_child=1 2 -4 4 -6 6 9 -9 -10 10 -12 19 13 14 22 17 -18 -19 -20 21 -22 -23 23 28 -26 -27 -28 -29 -30 -31 leaf_value=0.010488924826700679 -6.1425721134100936e-05 -0.0057920720064243182 -0.033328882867018808 -0.027937370019640001 0.004559427025104216 0.005161401543676827 0.024192980619191059 0.018585016168620926 -0.015205150953257364 0.017649897975342617 -0.01064108576701053 0.00060794526516088916 -0.0072593731676931679 -0.0042963747249149956 -0.0018453374383509296 0.00020614991244478263 0.014196568083800208 -0.0024939846172115886 0.0098675826998384595 -0.0055124950308588199 0.018417961937805646 -0.00036798363352978853 0.01102782444391958 -0.0018261863030764583 0.019101891073242581 -0.019657142394972051 0.0032896571254393842 -0.020017303340756347 -0.022698778893060007 -0.020187345284256343 leaf_weight=46.600038856267929 321169.70631919277 25.67179245501757 4.2910512797534457 9.120168514549734 10.048522606492041 30.212087258696556 19.675643071532249 12.56565338373184 22.729242786765099 14.279953777790071 12.013702571392058 101.52536302804947 85.857221841812134 28.109116647392511 291.43180632591248 13.77738746255636 73.702509567141533 695.73557560145855 101.6088373363018 231.37050200998783 22.152672216296196 375.57951993495226 46.19258476793766 15.795380830764769 86.923499539494514 18.888094767928123 1057.922802940011 13.945629373192785 22.321782097220421 22.362033165991306 leaf_count=255 1395694 330 48 77 48 129 83 52 100 83 55 440 406 136 1230 116 351 2955 524 1016 91 1643 197 68 372 77 4503 62 96 131 internal_value=-5.23354e-05 -6.23282e-05 -0.00973569 0.000869335 -0.010902 0.000934488 0.00577774 0.000669669 -0.00358255 0.0130568 0.00472361 0.000773408 0.0013491 0.00118367 0.00147494 -0.000273234 0.00909086 -0.00141708 0.00402215 -0.00129191 0.003798 -0.00232908 0.00252749 0.00664312 0.011832 0.00212225 0.00195354 -0.00267519 -0.0140494 -0.0124128 internal_weight=324682 321200 29.9628 3482.45 19.1687 3463.28 111.476 65.507 52.9413 45.9693 26.2937 3351.8 2621.17 2574.57 2488.72 935.295 101.812 833.484 137.748 730.628 123.678 606.95 1553.42 190.121 152.004 65.0807 1363.3 305.377 38.1172 36.1394 internal_count=1411368 1396072 378 15296 125 15171 502 281 229 221 138 14669 11479 11224 10818 4213 487 3726 771 3190 531 2659 6605 810 646 274 5795 1292 164 247 is_linear=0 shrinkage=0.03 Tree=509 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 3 3 2 0 1 2 2 0 2 2 0 2 0 1 1 0 3 0 1 1 2 1 1 1 0 split_gain=3.12687 2.95032 3.0373 2.95519 14.8317 17.8587 14.123 12.6352 8.66211 22.126 19.4456 13.514 20.9907 10.5034 16.7877 9.73437 9.16623 12.0671 8.26432 7.4319 7.06634 7.06002 13.5977 10.9468 7.60236 6.59616 7.42035 6.25276 5.95132 5.44831 threshold=113.878231048584 98.500000000000014 99.500000000000014 164.59277343750003 30.500000000000004 1.4100000262260439 1.6674999594688418 161.84931945800784 47.500000000000007 1.0000000180025095e-35 142.59513854980472 135.80005645751956 54.500000000000007 157.04295349121097 149.77716064453128 44.500000000000007 135.80005645751956 44.500000000000007 -4.4999999999999991 1.0000000180025095e-35 56.500000000000007 1.0619999766349795 54.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 161.84931945800784 5.5000000000000009 1.5000000000000002 1.0000000180025095e-35 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 3 -3 4 19 8 7 28 9 13 -11 21 -13 14 16 -15 -6 -18 -17 29 -14 23 -23 -10 -24 -12 -27 -21 -7 -2 right_child=1 2 -4 -5 5 6 -8 -9 11 10 25 12 20 15 -16 18 17 -19 -20 27 -22 22 24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00084347233516066892 0.011860043281608898 -0.0056323662605877976 -0.033219845521233006 -4.4233335406772853e-05 -0.0058439271461110985 0.0085877552496829972 0.00191514667959588 -0.0047167648774880675 0.0094668817470697653 0.01553231463168468 -0.0022735511275506731 0.00034291046507684323 -0.025509490264360061 -0.031853135501414984 0.0023504063483058431 0.0051773113045565913 -0.0070053231908563844 -0.044376262967115603 -0.0080757581295956785 -0.011025336175728744 -0.0032565891021491401 -0.017532402990295889 -0.010759825430187589 -0.012356741102369916 0.011090466296347606 0.0058118711272116472 -0.012797658050741277 -0.00129885538612151 0.021301681591834622 -0.0029812466840044285 leaf_weight=3481.4802675656974 24.236068405210972 25.608695575501773 4.1776932068169108 312285.22684312589 67.404267400503159 59.343742370605469 736.48375406116247 34.285256810486317 47.257146060466766 77.488739833235741 480.72327407449484 5261.3507104068995 37.711463004350662 14.67481470108032 278.20959632098675 45.547312989830971 15.686791062355043 15.420935422182081 602.57236395776272 223.63628646731377 19.475437730550766 100.08287803828716 27.150796756148338 36.790030509233475 30.351353302598 198.25990054011345 21.361738041043282 81.039975851774216 75.030500032007694 273.29295824468136 leaf_count=15296 134 330 48 1357254 283 253 3183 144 191 320 2289 22726 169 59 1124 205 65 62 2417 995 83 456 113 175 139 882 150 383 318 1122 internal_value=-5.07659e-05 -6.04585e-05 -0.00950165 -5.95829e-05 -0.000599089 -0.000268584 0.00370843 0.0115392 -0.000756522 -0.00255458 0.00127214 -0.000168826 0.000146422 -0.00541797 -0.00141806 -0.00769146 -0.0120607 -0.0255311 -0.00714438 -0.00514482 -0.0179311 -0.00710769 -0.0108527 -8.59882e-05 0.000773412 -0.000305661 0.00400179 -0.00843822 0.0156868 -0.00177231 internal_weight=324681 321200 29.7864 321170 8884.87 8282.66 905.143 168.659 7377.52 1817.35 777.834 5560.17 5318.54 1039.52 376.722 662.794 98.512 31.1077 648.12 602.205 57.1869 241.632 157.585 84.0472 57.5022 700.345 219.622 304.676 134.374 297.529 internal_count=1411368 1396072 378 1395694 38440 35806 3898 715 31908 7856 3641 24052 22978 4215 1534 2681 410 127 2622 2634 252 1074 708 366 252 3321 1032 1378 571 1256 is_linear=0 shrinkage=0.03 Tree=510 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 2 3 3 2 2 0 0 2 2 2 3 2 0 1 2 2 2 2 2 0 0 2 2 2 split_gain=3.58852 11.1 12.2274 11.7167 9.54737 7.26437 6.4404 16.167 6.1473 9.96866 7.84506 20.5902 18.7171 29.3161 17.5052 13.7433 13.37 28.0637 12.1615 24.3774 18.0867 12.0734 10.9429 9.394 9.11729 7.62127 7.28205 7.90986 7.18812 7.18764 threshold=11.500000000000002 22.500000000000004 1748.5217285156252 12.500000000000002 142.59513854980472 636.29287719726574 203.28157806396487 1.469500005245209 1.0619999766349795 9801.5458984375018 5947.2192382812509 26.500000000000004 36.500000000000007 2533.3342285156255 503.44865417480474 4911.6706542968759 2.5095000267028813 7656.2912597656259 37.500000000000007 22.500000000000004 13515.104003906252 1748.5217285156252 54479.306640625007 25796.883789062504 252.50982666015628 49.500000000000007 34.500000000000007 4165.5986328125009 4255.0842285156259 2533.3342285156255 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 7 -6 9 25 11 14 13 21 -10 -16 17 -12 19 22 -21 24 -19 -22 -13 -8 28 -28 -15 -27 right_child=1 4 -4 5 6 -7 8 -9 10 -11 16 12 -14 26 15 -17 -18 18 -20 20 23 -23 -24 -25 -26 29 27 -29 -30 -31 leaf_value=1.79587003313867e-05 0.015699937856482507 0.010661959096127202 0.0048715297533009679 -0.00083821850098085538 -0.0092809551243991026 -0.023817112707176211 -0.0067320498651290443 0.026651165762518723 0.0098717448965254858 0.015480701497228709 -0.022257280197838847 0.031499356258706847 -0.0010489473082319724 0.020632282822265358 -0.018063029462943761 0.0091833917231899931 -6.5452726056962731e-05 -0.015672855289842493 -0.001007542288087642 -0.027654461439187317 0.011007520753214909 -0.018961148475897215 0.01068389996315622 -0.0071128912402813396 -0.0017666300846532323 0.0090684066279947996 -0.0049235009402045756 0.013445517889357304 0.0097625951049341731 -0.0032652895507833749 leaf_weight=318944.59353137529 13.915731415152548 60.570958361029625 497.5992419719696 19.760994210839272 168.68744142353535 33.157362043857574 84.913384363055229 12.076292552053927 32.200256958603859 48.380402728915215 79.882403440773487 7.7544145435094824 1988.7960078381002 77.118341282010078 128.75538820028305 19.138073533773422 831.93869431363419 216.68245787918568 575.66533914208412 16.515314325690269 88.741139620542526 37.925753861665726 15.169718891382216 36.273885577917099 169.37281759083271 107.55800941586494 49.622257739305496 36.702888980507851 188.81884025037289 70.331557273864746 leaf_count=1383872 75 349 2092 107 1390 197 444 67 177 200 470 47 9555 321 669 77 3760 1080 2551 72 371 168 67 148 982 462 205 150 771 410 internal_value=4.60877e-06 -0.000740556 0.0032533 -0.00879492 -0.00117831 -0.0152362 -0.00131924 -0.00688044 -0.00111443 0.00296625 -0.00139065 -0.000368628 0.000322148 0.0051287 -0.010173 -0.0145372 -0.00289343 -0.00517999 -0.00374257 -0.00795933 0.0018518 -0.00359947 -0.0139484 0.00574977 -0.000310286 0.000662419 0.0104572 0.00288646 0.0129147 0.00419208 internal_weight=324659 5714.03 564.433 66.8341 5149.59 52.9184 5089.02 180.764 4908.26 311.183 4597.07 2736.21 2556.11 567.315 180.094 147.893 1860.87 1028.93 949.048 373.383 141.53 215.053 231.852 125.015 177.127 262.803 352.262 86.3251 265.937 177.89 internal_count=1411306 27434 2471 379 24963 304 24614 1457 23157 1516 21641 13122 12199 2644 923 746 8519 4759 4289 1738 591 1197 1147 519 1029 1316 1447 355 1092 872 is_linear=0 shrinkage=0.03 Tree=511 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 2 3 2 2 2 0 1 0 3 2 2 0 0 2 2 2 3 2 3 1 2 2 2 2 split_gain=3.3822 10.4541 11.5368 11.0809 8.94739 6.99628 6.10532 15.1446 6.03454 17.6596 6.14057 8.42267 8.4214 5.80489 5.7894 9.37715 7.3959 19.479 17.6194 27.5919 16.5962 13.0634 12.7378 25.9762 12.2212 12.5082 25.2348 11.4389 11.0111 10.6819 threshold=11.500000000000002 22.500000000000004 1748.5217285156252 12.500000000000002 142.59513854980472 636.29287719726574 203.28157806396487 1.469500005245209 31594.402343750004 14362.723632812502 40737.804687500007 15.500000000000002 12.500000000000002 13.500000000000002 1.0619999766349795 9801.5458984375018 5947.2192382812509 26.500000000000004 36.500000000000007 2533.3342285156255 503.44865417480474 4911.6706542968759 2.279500007629395 7656.2912597656259 1.6674999594688418 22.500000000000004 13515.104003906252 1748.5217285156252 40737.804687500007 40737.804687500007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 7 -6 9 13 -10 12 -12 -4 15 -8 17 20 19 27 -16 -22 23 -18 -25 29 -27 -19 -28 -26 right_child=1 4 8 5 6 -7 14 -9 10 -11 11 -13 -14 -15 16 -17 22 18 -20 -21 21 -23 -24 24 25 26 28 -29 -30 -31 leaf_value=1.7419933472894069e-05 0.01511048467708568 0.010287670072622337 -0.010091690890245654 -0.00081335474110584419 -0.0090632574112848776 -0.023424328402587843 0.00064304475950533466 0.025510361444248311 0.01781189563262461 -0.015463973116137142 0.0042189655840381441 0.00019206312240159013 0.026544682704042536 0.0064846399059402754 0.0095260271634255277 0.015015876954815287 -0.022647554065593847 -0.00030141473017585317 -0.0010177319707776866 0.010146485415267435 -0.017670914830289403 0.0089094653523296569 -0.00032987806825195246 -0.00042064004324770442 -0.013994857191365544 -0.034525583941903804 0.0077818092453454382 -0.018498042962014231 -0.015615827340690289 0.0035274273496300867 leaf_weight=318944.46149082296 14.023145675659178 60.88652216643095 20.769520789384842 19.754216015338898 167.57421114295721 32.708792224526405 262.5531826838851 12.235349752008913 49.855414688587189 44.460533902049065 33.268076404929161 96.167891427874565 28.007681488990784 224.86930157244205 32.365233108401299 48.381670281291008 71.664924040436745 177.10479474067688 1988.3091258555651 352.15688125789165 127.68053771555424 19.134739577770233 930.26985917566344 447.62572725117207 224.36937557160854 17.441219747066498 108.92430905997753 37.712252900004387 21.710171088576317 36.390337347984314 leaf_count=1383872 75 349 93 107 1390 197 1316 67 217 181 144 395 122 940 177 200 440 1029 9555 1447 669 77 4171 2027 1100 76 455 168 92 158 internal_value=4.46575e-06 -0.000719325 0.00315847 -0.00857851 -0.00114437 -0.0149105 -0.00128129 -0.00671066 0.00472732 0.00193403 0.00863632 0.00573083 0.0144235 0.00508306 -0.00108221 0.00287947 -0.00135041 -0.000357963 0.000312531 0.0049776 -0.00991983 -0.0142066 -0.00281071 -0.00529728 -0.00384548 -0.00759527 -0.000631855 -0.00349593 0.00389335 -0.0115495 internal_weight=324653 5708.37 563.885 66.4862 5144.49 52.463 5083.6 179.81 497.398 290.099 207.299 157.444 61.2758 245.639 4903.79 310.935 4592.86 2734.46 2555.28 566.974 179.181 146.815 1858.4 928.126 856.461 408.835 148.076 214.817 130.634 260.76 internal_count=1411306 27434 2471 379 24963 304 24614 1457 2092 1214 878 661 266 1033 23157 1516 21641 13122 12199 2644 923 746 8519 4348 3908 1881 623 1197 547 1258 is_linear=0 shrinkage=0.03 Tree=512 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 0 2 2 2 1 2 3 2 0 1 2 0 2 2 2 2 2 1 2 1 0 0 1 3 1 split_gain=3.35644 14.5356 20.8985 37.933 19.1582 25.6119 23.5996 16.8155 22.7483 17.7324 15.7279 27.7185 22.5092 15.1645 23.7573 30.5619 22.5263 34.8663 25.0369 25.9984 23.27 22.8528 21.0245 18.5632 17.7012 28.3096 18.3963 14.7218 13.5486 15.6584 threshold=444.35388183593756 3.653500080108643 7.0125000476837167 327.07788085937506 2.3904999494552617 31.500000000000004 401.18936157226568 327.07788085937506 170.13991546630862 1.0000000180025095e-35 225.45304870605472 2.9229999780654912 305.33541870117193 43.500000000000007 -2.4999999999999996 271.27960205078131 38.500000000000007 337.55393981933599 157.04295349121097 135.80005645751956 297.03073120117193 235.10141754150393 1.0000000180025095e-35 305.33541870117193 -1.4999999999999998 35.500000000000007 36.500000000000007 2.5000000000000004 5.4584999084472665 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 4 3 28 5 6 -1 8 -6 -10 -11 12 -12 14 15 -7 20 18 19 -18 24 27 23 -23 26 -26 -16 -20 29 -3 right_child=-2 2 -4 -5 7 13 -8 -9 9 10 11 -13 -14 -15 16 -17 17 -19 21 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0018658472284460029 5.0924783846370599e-05 0.00059791279328733277 -0.004936993138850345 0.0090420072005083767 -0.002943008640895257 -0.0014212030757135286 0.011470241333769131 -0.0021249700687750125 0.006658182322005826 -0.0038296541907900847 0.006504816526413033 0.020757136017925098 -0.016055276402227203 0.00022816470633073153 0.0066092052466968712 -0.0094262301557075986 0.0024101865968329736 -0.0093984515020455565 -0.0020643266710216723 0.021841303072446212 0.0033181846548821169 -0.0043836732283444738 0.005873353294832729 0.012185058341509264 -0.002733232793561453 0.0013108899858791194 -0.0026379534704567219 -0.0072528010603815952 -0.01160831929152025 0.019788539090754492 leaf_weight=2590.5526775121689 263224.84914050705 1368.3898291513324 333.85113153979182 672.27807948738337 876.96153710782528 1331.4837745726109 252.71600569784641 7914.5807443410158 683.9567332342267 413.8254718631506 123.60161265730858 76.485689163208008 58.709614127874374 27676.457392208278 602.22874021530151 633.44197589159012 485.86257217824459 502.14173114299774 4346.3407171964645 71.031841635704041 2016.952996596694 472.48423132300377 608.5811782926321 69.855363950133324 3417.7952167093754 2862.6962855756283 285.37340259552002 555.03294230252504 79.324562653899193 39.366674058139324 leaf_count=10881 1148908 6112 1673 3098 3834 5739 1068 33251 2879 1833 533 324 251 118692 2454 2687 2070 2133 17862 294 8495 1895 2673 283 14413 12070 1161 3092 470 178 internal_value=4.32816e-06 -0.000195361 0.00204832 0.00312829 -0.000290288 -4.35703e-05 0.00271951 -0.00147624 0.000822562 0.00325682 -0.000201863 0.0055991 -0.000760202 -0.000214588 -0.000885615 -0.00400182 -0.000509881 -0.00177749 -0.00119848 0.00488862 0.000471541 -0.00175858 0.00204566 -0.00224956 -0.000329446 -0.000889891 0.00363615 -0.00265187 0.000454825 0.00113456 internal_weight=324647 61422.4 2493.21 2159.36 58929.2 48781 2843.27 10148.1 2233.54 1356.58 672.622 258.797 182.311 45937.8 18261.3 1964.93 16296.4 7111.33 6609.19 556.894 9185.05 6052.29 1150.92 542.34 7168.09 6280.49 887.602 4901.37 1487.08 1407.76 internal_count=1411306 262398 11531 9858 250867 207962 11949 42905 9654 5820 2941 1108 784 196013 77321 8426 68895 30302 28169 2364 38593 25805 4851 2178 30098 26483 3615 20954 6760 6290 is_linear=0 shrinkage=0.03 Tree=513 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 1 2 0 0 2 2 2 0 2 2 2 0 2 2 2 2 2 2 0 0 0 3 0 2 split_gain=3.19259 9.81822 10.9664 10.5064 8.35368 6.65274 5.76675 8.50795 28.1799 9.51786 19.8933 11.8257 11.0477 9.86054 12.3231 14.0786 11.8858 11.8714 14.5053 20.049 9.75525 8.90761 9.42651 8.65588 10.9217 10.5215 7.78891 6.25301 9.46668 7.16677 threshold=11.500000000000002 22.500000000000004 1748.5217285156252 12.500000000000002 142.59513854980472 636.29287719726574 18.500000000000004 12367.713378906252 45.500000000000007 56.500000000000007 1494.5967407226565 2748.945678710938 216.75743103027347 26.500000000000004 492.61546325683599 5947.2192382812509 1193.5148925781252 34.500000000000007 3826.821655273438 8007.5161132812509 6665.8681640625009 780.74472045898449 381.33543395996099 4911.6706542968759 48.500000000000007 42.500000000000007 40.500000000000007 1.247500002384186 49.500000000000007 2404.0227050781255 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 7 9 -9 13 12 -12 -11 14 -6 -16 21 20 -19 23 -18 22 -15 25 -25 -20 -21 28 29 -8 right_child=1 4 -4 5 6 -7 27 8 -10 10 11 -13 -14 16 15 -17 17 18 19 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=1.6777026688231308e-05 0.014527960733581535 0.0099052774024281174 0.0045896443465625525 -0.0009297122572960501 0.011513922029694201 -0.02303790631852997 -0.012675959625489766 -0.012334874236759512 0.0020504869551311788 -0.015953372825278232 -0.023218432965617902 -0.0069291209270284588 0.0080120596970824926 -0.0047691035175275037 -0.017875022578165565 0.0015965103773478309 0.012885109623454448 0.0041538406697740633 0.0057786680780782303 -0.0092219636277747468 -0.0094981501854728145 -0.017740700075447854 0.0071268955099179371 -0.027331884094016823 0.0025323004158189998 -0.020967750153916685 0.01299359226246051 0.0004510527238960931 0.00093496097691187559 -0.0034223985111045741 leaf_weight=318940.87616499094 14.128351300954817 61.209801241755486 496.81520694494247 19.746176183223724 27.428659930825233 32.268573150038719 107.40944191068411 271.85777661204338 223.16332649812102 20.406037770211697 47.538450062274933 256.72416879236698 114.16815859079361 259.75362813472748 87.696630656719208 53.996852710843086 143.71016898751259 424.53454639017582 34.050890877842903 19.64299364387989 19.957680240273476 35.903497949242592 77.938288062810898 50.187964126467705 14.122645139694212 21.655313581228256 51.295420780777931 2147.9146987381391 315.31702046841383 252.18361922353506 leaf_count=1383872 75 349 2092 107 148 197 646 1307 926 168 218 1183 629 1871 458 217 594 1969 137 107 101 233 443 333 72 135 259 9780 1420 1260 internal_value=4.19717e-06 -0.000699367 0.00306187 -0.00841361 -0.00111133 -0.0146451 -0.00124411 -0.00237499 -0.00584973 -0.00139807 -0.00522623 -0.00947419 0.00437808 -0.000127196 -0.00689183 -0.0104548 0.000865253 0.00297464 0.00106509 -0.00580188 0.0101557 -0.003534 -0.00202354 -0.0132753 -0.0207737 -0.00461877 0.00684206 -0.000340424 -0.00285932 -0.00618641 internal_weight=324644 5702.73 562.958 66.1431 5139.77 52.0147 5078.56 2255.73 495.021 1760.71 438.837 304.263 134.574 1321.88 169.122 141.693 1152.75 779.158 615.49 190.955 163.668 373.595 337.692 120.017 64.3106 55.7062 70.9384 2822.82 674.91 359.593 internal_count=1411306 27434 2471 379 24963 304 24614 11508 2233 9275 2198 1401 797 7077 823 675 6254 3707 3012 1043 695 2547 2314 677 405 272 366 13106 3326 1906 is_linear=0 shrinkage=0.03 Tree=514 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 0 2 2 2 1 2 3 2 0 1 2 0 2 2 2 2 2 1 2 1 0 0 2 0 2 split_gain=3.16476 13.6729 19.6656 35.7343 18.0645 24.085 22.1766 15.8232 21.4163 16.7244 14.8282 23.8153 24.459 14.2631 22.332 28.6631 21.2014 32.8683 23.5139 24.4822 21.8926 21.5199 19.7732 17.4753 16.6564 26.6463 17.324 14.2873 28.1753 13.7758 threshold=444.35388183593756 3.653500080108643 7.0125000476837167 327.07788085937506 2.3904999494552617 31.500000000000004 401.18936157226568 327.07788085937506 170.13991546630862 1.0000000180025095e-35 235.10141754150393 2.9229999780654912 259.04246520996099 43.500000000000007 -2.4999999999999996 271.27960205078131 38.500000000000007 337.55393981933599 157.04295349121097 135.80005645751956 297.03073120117193 235.10141754150393 1.0000000180025095e-35 305.33541870117193 -1.4999999999999998 35.500000000000007 36.500000000000007 219.36421203613284 40.500000000000007 174.66455078125003 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 5 6 -1 8 -6 -10 -11 12 -12 14 15 -7 20 18 19 -18 24 27 23 -23 26 -26 -16 29 -29 -20 right_child=-2 2 -4 -5 7 13 -8 -9 9 10 11 -13 -14 -15 16 -17 17 -19 21 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0018093672691216075 4.9311965153377876e-05 0.00044047164182508804 -0.0047901028899357588 0.008777643895961482 -0.0028567720583337298 -0.0013786251440595135 0.011118287782547854 -0.0020628703138783375 0.0064666081323703087 -0.0036504616976660033 0.022946370409734105 0.019794987025577249 -0.0057110386383727035 0.00022117596817695091 0.0064152450969935729 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12869 248890 42022 206868 190932 15936 7077 is_linear=0 shrinkage=0.03 Tree=517 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 1 0 2 1 2 0 2 0 2 0 0 0 0 2 2 2 2 2 0 2 2 1 0 1 split_gain=5.06149 26.697 51.1064 36.5802 35.8746 26.3602 35.8941 32.6241 26.4579 25.845 30.2913 32.4708 26.4999 31.3431 32.5357 24.888 33.3614 24.0619 23.1406 27.268 23.1252 22.371 30.1203 21.8448 33.0079 20.5781 22.8223 20.2507 19.255 34.2381 threshold=25.500000000000004 7128.9062500000009 2661.5908203125005 11270.709472656252 17.500000000000004 13.500000000000002 -2.4999999999999996 22.500000000000004 2799.732299804688 1.0000000180025095e-35 594.21514892578136 14.500000000000002 833.09243774414074 22.500000000000004 2272.6494140625005 3.5000000000000004 6.5000000000000009 7.5000000000000009 23.500000000000004 715.63015747070324 203.28157806396487 3061.900268554688 3178.1462402343755 7656.2912597656259 22.500000000000004 1320.400329589844 1806.0396118164065 5.5000000000000009 16.500000000000004 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internal_count=1411575 534200 233066 301134 52244 75084 157982 71988 45700 23334 9345 2373 85994 79245 13989 330 29066 23345 6905 62215 6972 4005 12869 26288 16440 248890 42022 206868 190932 15936 is_linear=0 shrinkage=0.03 Tree=519 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 1 0 2 0 0 1 2 0 2 0 2 0 2 2 2 0 2 1 2 0 2 1 2 1 split_gain=4.48186 23.6461 45.2477 32.3962 31.7884 24.2616 32.8681 30.7083 24.4861 23.6337 31.5063 22.8967 26.8587 28.7492 23.4203 27.6776 29.0783 21.4311 21.1845 28.3202 20.5945 20.387 23.7581 20.3727 24.3639 29.8158 18.945 20.8309 18.673 23.8049 threshold=25.500000000000004 7128.9062500000009 2661.5908203125005 11270.709472656252 17.500000000000004 13.500000000000002 -2.4999999999999996 22.500000000000004 2799.732299804688 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 594.21514892578136 14.500000000000002 833.09243774414074 22.500000000000004 2272.6494140625005 7.5000000000000009 3061.900268554688 3178.1462402343755 203.28157806396487 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0.035713235752165402 -0.0028380375258745976 0.0049584508177105387 0.0051307469599015864 -0.00013839852156215794 0.010527653093283632 -0.0033039045337115349 0.0099769295919518476 leaf_weight=1233.7950539849699 206698.11768162763 5372.5221326220781 25.761288434267044 53178.253121507121 1234.8713310211897 1083.9967402815819 4760.8636704385281 2066.464227989316 336.93153576552868 141.55326043069363 164.50541086494923 1062.9713755920529 5180.9277642220259 3217.2353344112635 1685.9138157367706 490.16364531219006 77.434001877903938 327.77933406084776 176.2452013194561 6392.3665827757213 17691.707192130387 48.258011475205421 30.578306183218956 953.80392499268055 4064.8890399932861 758.72321291267872 1015.6416251510382 196.71217343211174 4754.3844402134418 211.50007279217243 leaf_count=6749 877375 23178 158 248890 5721 5116 19510 8482 1498 656 739 4631 22366 13659 6972 2044 329 1548 785 33234 77697 205 125 3841 16440 3064 4118 788 20673 984 internal_value=2.04656e-06 -0.000145523 -0.000620802 0.000234144 0.001616 -0.00192903 -0.00295795 -0.00361913 -0.000631943 -0.00859241 -0.00626958 -2.64546e-05 -0.000837236 6.29715e-05 0.00156334 0.00392032 -0.00180966 0.000679304 -0.000249433 -0.00062576 0.000417401 -4.81192e-05 0.0150241 0.00294636 0.00369394 0.000692477 -0.00138497 0.00159224 -0.00243948 0.000785248 internal_weight=324635 117937 52373.7 65563.1 12384.8 16361 9123.68 8039.68 7237.36 331.82 306.059 36012.6 16759.4 10730.5 5549.58 2253.51 567.598 19253.3 6905.54 6568.61 18019.5 3296.07 78.8363 7012.29 5777.42 1712.53 3278.82 1212.35 6028.86 1274.47 internal_count=1411575 534200 233066 301134 52244 75084 38014 32898 37070 1553 1395 157982 71988 45700 23334 9345 2373 85994 35517 34019 79245 13989 330 29066 23345 6905 13388 4906 26288 5615 is_linear=0 shrinkage=0.03 Tree=520 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 0 0 1 2 2 3 0 0 0 2 2 1 1 0 2 2 2 0 1 2 0 0 0 2 0 split_gain=2.14702 14.1559 17.2439 18.0501 27.8052 19.8871 12.1816 10.5012 17.9431 42.5602 48.0496 33.0353 31.234 59.5583 52.4073 29.7557 29.3954 23.5301 33.2824 34.0771 30.2839 50.16 42.2811 30.1083 28.2299 31.066 24.9876 19.6611 20.8544 24.4954 threshold=49.500000000000007 -3.4999999999999996 674.87377929687511 5446.7993164062509 -21.499999999999996 54.500000000000007 75.500000000000014 1.0000000180025095e-35 3673.2597656250005 2404.0227050781255 4.1315000057220468 66.500000000000014 50.500000000000007 51.500000000000007 2533.3342285156255 184.66258239746097 1.5000000000000002 1.5000000000000002 54.500000000000007 2490.8103027343755 2902.4506835937505 2748.945678710938 53.500000000000007 3.5000000000000004 3290.9838867187505 60.500000000000007 52.500000000000007 56.500000000000007 2958.6174316406255 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 -2 5 -5 -4 -6 -3 9 11 12 15 -11 14 -14 -9 -16 18 19 -15 21 22 -21 24 -19 -26 -22 -25 -29 -30 right_child=1 7 3 4 6 -7 -8 8 -10 10 -12 -13 13 17 16 -17 -18 23 -20 20 26 -23 -24 27 25 -27 -28 28 29 -31 leaf_value=-1.8004964559845779e-05 0.0013533308031194677 0.00066719669136369947 -0.00074731143531430908 0.025541680416071438 -0.0023598301706695937 -0.0068265855649597548 0.0044219234237626451 -0.0010292823083208611 0.0006901827900617104 -0.0088158741552579623 0.0075883881643535201 -0.001491295417036504 0.024609081552217804 -0.021194266058800027 0.0043974033729409934 0.0020049424571959864 -0.0091868060583446456 -0.0019644709439124042 -0.0022397071936160187 0.0037354684670175206 -0.004373751376162768 0.018940250675025968 -0.01737700180392238 0.00068129873033883237 0.0090493404375607857 -0.0019763674477764038 -0.012357243747067688 -0.012777809309372857 0.00286818625123235 -0.0083495266083150783 leaf_weight=235638.68784150307 1391.4722927063704 32478.284240394831 806.59165714681149 37.677659265697002 927.11210823059082 1212.0115757137537 320.87910965830088 4051.8214777186513 19757.022116639651 625.28462596237659 460.37312572821975 6066.2381331697106 104.28600239753723 142.14711244404316 969.73064221441746 10311.492302402854 168.24170653522015 1001.571789637208 3682.4442731663585 214.87220968306065 748.98503190279007 104.98470836877823 141.64999103546143 542.90393328666687 650.34943877160549 355.83074222505093 667.11711560189724 316.8805794864893 307.05165241658688 407.96516370773315 leaf_count=1029918 6217 136827 3867 325 4315 5422 1532 18135 81365 3019 2112 26921 420 569 3937 43658 919 4026 15486 863 4772 420 567 2522 3296 1557 3927 1328 1355 1978 internal_value=2.94043e-05 0.000154964 -0.00144815 -0.00262789 0.000150448 -0.00439743 -0.00061613 0.000244286 -2.08811e-05 -0.000459318 -0.00190951 0.000365007 -0.00230159 -0.00191465 0.00425441 0.001149 0.00238907 -0.00274004 -0.00393712 -0.00703188 -0.00595969 0.000714253 -0.00465274 -0.000834704 0.00160101 0.00515015 -0.00813473 -0.00394005 -0.00637144 -0.00353227 internal_weight=324612 88973.3 4695.74 3304.27 1285.67 2018.6 1247.99 84277.5 51799.2 32042.2 11612.7 20429.6 11152.3 10527 1242.26 14363.3 1137.97 9284.75 5702.2 2019.76 1877.61 461.507 356.522 3582.55 2007.75 1006.18 1416.1 1574.8 1031.9 715.017 internal_count=1411575 381657 21678 15461 6172 9289 5847 359979 223152 141787 53073 88714 50961 47942 5276 61793 4856 42666 26604 11118 10549 1850 1430 16062 8879 4853 8699 7183 4661 3333 is_linear=0 shrinkage=0.03 Tree=521 num_leaves=31 num_cat=0 split_feature=2 3 2 2 0 2 0 0 2 3 3 3 1 1 3 2 3 3 0 2 0 0 0 0 2 1 0 2 1 1 split_gain=2.02744 18.0236 31.8899 19.3414 25.5789 22.0791 56.3761 24.7302 17.8297 26.8903 34.5269 19.2562 19.0685 16.1036 18.4668 17.965 36.247 14.5333 12.6039 19.826 12.236 11.3817 26.7344 28.4371 13.837 11.2449 10.4957 10.3833 10.2078 10.0479 threshold=225.45304870605472 1.247500002384186 195.44509887695315 184.66258239746097 41.500000000000007 203.28157806396487 40.500000000000007 21.500000000000004 239.406120300293 1.3535000085830691 1.5979999899864199 1.469500005245209 1.0000000180025095e-35 1.0000000180025095e-35 2.9229999780654912 182.51656341552737 1.3535000085830691 1.0619999766349795 55.500000000000007 65.776599884033217 67.500000000000014 65.500000000000014 64.500000000000014 62.500000000000007 207.88987731933597 1.0000000180025095e-35 76.500000000000014 229.05034637451175 14.500000000000002 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=1 2 28 13 5 7 -7 -5 9 12 11 -11 -2 14 15 -3 -17 -4 -15 -20 21 22 23 -6 -23 -8 -22 -13 -1 -19 right_child=8 3 17 4 20 6 25 -9 -10 10 -12 27 -14 18 -16 16 -18 29 19 -21 26 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=6.6537891924744135e-05 0.0017725866942289385 0.0002232989952635501 -0.0048973491627568588 -0.025429874546499035 -0.00374919890678601 -0.00073795042236668397 -0.028046210375439293 0.0037695623089728605 2.6514105844650275e-05 0.0026386318035211184 0.0017455901611831974 -0.030355962593177761 0.010390675269773879 0.00020336843234468975 0.0088120227186093917 0.004274345249928176 0.037038050935882652 0.0025121114837322865 0.0091865602244517158 -0.0044675922673000253 0.017411697708615996 -0.0075588087277102664 0.022350084900348864 -0.042240225885294871 -0.04008237050222524 -0.010384921508236647 -0.00034981280331230818 -0.011802192725690434 -0.010713047249484341 0.0070114563304696405 leaf_weight=11955.900893762708 418.15864008665085 2905.1735120564699 147.94322228431702 26.683955460786819 3893.0333130136132 2710.8311211466789 78.030124396085739 1202.7834735512733 291710.75929988211 77.499698147177696 2339.5545013397932 33.374725162982941 516.44364024698734 2232.4373105168343 297.25984034687281 320.78144371509552 33.570176586508751 846.73545227944851 103.46588243544102 1276.4291739612818 43.335155978798866 39.357150189578533 35.178706347942352 17.351637914776802 16.797744855284691 55.538666307926178 96.889623634517193 145.46911250054836 79.588887773454189 945.52863955497742 leaf_count=51106 1737 12207 603 130 16855 11564 313 5137 1270330 321 9893 141 2139 9808 1471 1299 138 3538 426 5847 187 174 146 77 75 284 431 611 603 3984 internal_value=2.85181e-05 -0.000209235 0.000570632 -0.000917667 -0.0019113 -0.000223443 -0.00167546 0.00313583 5.21617e-05 0.00217132 0.000600339 -0.00985195 0.00653478 0.000221035 0.00165393 0.00100114 0.00737828 0.00413981 -0.00118983 -0.00344379 -0.00357141 -0.00387664 -0.00368577 -0.00392 -0.0172877 -0.0207025 0.00513922 -0.0152646 -4.74589e-06 0.00488579 internal_weight=324602 29360.6 13975.7 15384.9 8215.81 4073.87 2844.4 1229.47 295241 3530.5 2595.9 256.344 934.602 7169.12 3556.78 3259.53 354.352 1940.21 3612.33 1379.9 4141.94 4001.72 3945.56 3910.38 56.1549 133.569 140.225 178.844 12035.5 1792.26 internal_count=1411575 126403 59834 66569 35373 17428 12161 5267 1285172 14842 10966 1073 3876 31196 15115 13644 1437 8125 16081 6273 17945 17327 17078 16932 249 597 618 752 51709 7522 is_linear=0 shrinkage=0.03 Tree=522 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 0 0 1 2 2 3 0 0 0 2 1 2 1 0 2 2 2 0 1 2 0 0 0 2 0 split_gain=2.05896 13.3391 16.2004 16.9448 26.6518 18.6418 11.4684 9.8236 16.7914 40.2615 45.1592 31.0608 29.5082 56.0761 49.4206 27.7118 27.3595 22.2073 31.5472 32.0036 28.7031 47.2005 39.802 28.3504 26.5085 29.0969 23.8315 18.5461 19.6871 23.1185 threshold=49.500000000000007 -3.4999999999999996 674.87377929687511 5446.7993164062509 -21.499999999999996 54.500000000000007 75.500000000000014 1.0000000180025095e-35 3673.2597656250005 2404.0227050781255 4.1315000057220468 66.500000000000014 50.500000000000007 51.500000000000007 2533.3342285156255 1.5000000000000002 184.66258239746097 1.5000000000000002 54.500000000000007 2490.8103027343755 2902.4506835937505 2748.945678710938 53.500000000000007 3.5000000000000004 3290.9838867187505 60.500000000000007 52.500000000000007 56.500000000000007 2958.6174316406255 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 -2 5 -5 -4 -6 -3 9 11 12 16 -11 14 -14 -16 -9 18 19 -15 21 22 -21 24 -19 -26 -22 -25 -29 -30 right_child=1 7 3 4 6 -7 -8 8 -10 10 -12 -13 13 17 15 -17 -18 23 -20 20 26 -23 -24 27 25 -27 -28 28 29 -31 leaf_value=-1.8764031522418375e-05 0.0013112085900621937 0.00064642294611561403 -0.00072547896191156418 0.025240063398295261 -0.0022878988188591454 -0.0066083615395233757 0.0042956781267053136 -0.00097136198496157922 0.00066868226710600266 -0.0085763389955840416 0.007340894181032241 -0.0014422947216463206 0.023911550183162582 -0.020572551472097245 0.0042624261144048109 -0.0089502985515817861 0.0019387004073226741 -0.0019064665470262237 -0.0021739790331614449 0.0036231553292294873 -0.0042546461525082829 0.018372446131681649 -0.016864525346798276 0.00065997323448505052 0.0087470299552608859 -0.0019187865466068401 -0.012070083202665602 -0.012423975046103796 0.0027797345142709178 -0.0081229353651672918 leaf_weight=235637.1442488085 1390.8677031248808 32474.499408960342 806.82011620700359 36.993296585977077 927.88313800096512 1214.5802432745695 320.34893412142992 4049.1685441583395 19757.010332449805 623.55087241530418 461.54929085075855 6063.1784354448318 104.10752986371517 142.05640850961208 970.237195327878 167.53259815275669 10314.320870988071 1001.5021576285362 3681.3302696272731 214.84031508862972 747.02353590726852 104.9779239743948 141.58344991505146 542.97768998146057 652.54831226170063 355.6637212485075 662.6118311882019 316.15949933230877 307.22685973346233 406.82257451117039 leaf_count=1029918 6217 136827 3867 325 4315 5422 1532 18135 81365 3019 2112 26921 420 569 3937 919 43658 4026 15486 863 4772 420 567 2522 3296 1557 3927 1328 1355 1978 internal_value=2.76606e-05 0.00015063 -0.00140523 -0.00254785 0.000145442 -0.00426027 -0.000598276 0.000237367 -1.91382e-05 -0.000443392 -0.00185453 0.000358271 -0.00223542 -0.00185955 0.0041272 0.0023169 0.00111833 -0.00266094 -0.0038252 -0.00684479 -0.00580252 0.000692159 -0.00451524 -0.000810546 0.00155051 0.00498448 -0.00792836 -0.00382675 -0.0061915 -0.00343195 internal_weight=324597 88960 4697.49 3306.63 1285.23 2021.4 1248.23 84262.5 51788 32031 11604.3 20426.7 11142.8 10519.2 1241.88 1137.77 14363.5 9277.32 5694.42 2013.09 1871.04 461.402 356.424 3582.9 2009.71 1008.21 1409.64 1573.19 1030.21 714.049 internal_count=1411575 381657 21678 15461 6172 9289 5847 359979 223152 141787 53073 88714 50961 47942 5276 4856 61793 42666 26604 11118 10549 1850 1430 16062 8879 4853 8699 7183 4661 3333 is_linear=0 shrinkage=0.03 Tree=523 num_leaves=31 num_cat=0 split_feature=2 3 2 2 0 2 0 0 2 3 3 3 1 1 3 2 3 3 0 2 0 0 0 0 2 1 0 2 1 1 split_gain=1.94657 17.0117 29.672 18.4413 24.4067 20.7734 53.1315 23.3721 16.5735 25.1653 32.4878 18.1412 17.7919 14.9463 17.4643 16.925 34.3424 13.6988 11.6698 18.6696 11.6167 10.7853 25.1047 27.1441 13.2585 10.4811 9.84192 9.82487 9.77087 9.76283 threshold=225.45304870605472 1.247500002384186 195.44509887695315 184.66258239746097 41.500000000000007 203.28157806396487 40.500000000000007 21.500000000000004 239.406120300293 1.3535000085830691 1.5979999899864199 1.469500005245209 1.0000000180025095e-35 1.0000000180025095e-35 2.9229999780654912 182.51656341552737 1.3535000085830691 1.0619999766349795 55.500000000000007 65.776599884033217 67.500000000000014 65.500000000000014 64.500000000000014 62.500000000000007 207.88987731933597 1.0000000180025095e-35 76.500000000000014 229.05034637451175 -1.4999999999999998 7.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 13 5 7 -7 -5 9 12 11 -11 -2 14 15 -3 28 -4 -15 -20 21 22 23 -6 -23 -8 -22 -13 -17 -19 right_child=8 3 17 4 20 6 25 -9 -10 10 -12 27 -14 18 -16 16 -18 29 19 -21 26 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-3.701662062975551e-06 0.0017102733166498743 0.00020951254680728315 -0.0047802823689871892 -0.024809166978349947 -0.0036601760120356852 -0.00071529525387312534 -0.027187986417123437 0.0036561504758080665 2.5261617269923747e-05 0.00254853581653566 0.0016831625326010026 -0.02953678888931854 0.01003328211165872 0.00019782105558407382 0.0085710872536520991 -0.0024276311066551565 0.036111600384706691 0.0051180954728191601 0.0089369977534866103 -0.0043089187346708295 0.016867522674319967 -0.0073757544090748122 0.021615269012110961 -0.041464366846413123 -0.039354512366041185 -0.010117402047503141 -0.00032168576704420164 -0.011464725395061796 0.0083161024698435448 -0.0075148625940146818 leaf_weight=12033.972268424928 418.02341449260712 2904.9631718695164 147.95034001767635 26.532732501626015 3891.8626111969352 2710.65845733881 78.076040789484978 1203.0711730271578 291701.25005769916 77.506049826741219 2340.0558011233807 33.273761183023453 517.0955519080162 2232.5385724678636 296.33679599314928 124.58965736627579 33.389935031533241 1736.1479315012693 103.54950545728207 1274.1149217188358 43.418153405189514 39.303616315126419 35.221577718853951 17.169195055961609 16.59531107544899 55.297603979706764 96.84891814738512 145.30712957680225 196.08889351785183 56.859553873538971 leaf_count=51709 1737 12207 603 130 16855 11564 313 5137 1270330 321 9893 141 2139 9808 1471 514 138 7193 426 5847 187 174 146 77 75 284 431 611 785 329 internal_value=2.68269e-05 -0.000206162 0.000551465 -0.000894591 -0.00186486 -0.000216211 -0.00162485 0.00304192 4.99927e-05 0.00209291 0.000572971 -0.00957167 0.00631267 0.000217647 0.0015983 0.000964283 0.00715681 0.00399351 -0.00114204 -0.00331331 -0.00348691 -0.00378448 -0.00359903 -0.00382622 -0.0168696 -0.0201104 0.00499905 -0.014832 0.00414196 0.00471748 internal_weight=324587 29354.6 13974.9 15379.6 8214.06 4073.64 2844.03 1229.6 295233 3531.26 2596.14 256.087 935.119 7165.57 3555.37 3259.03 354.068 1940.96 3610.2 1377.66 4140.42 4000.15 3944.25 3909.03 55.8989 133.374 140.267 178.581 320.679 1793.01 internal_count=1411575 126403 59834 66569 35373 17428 12161 5267 1285172 14842 10966 1073 3876 31196 15115 13644 1437 8125 16081 6273 17945 17327 17078 16932 249 597 618 752 1299 7522 is_linear=0 shrinkage=0.03 Tree=524 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 0 0 0 1 2 2 2 2 1 2 2 1 2 2 1 2 0 2 2 1 2 2 1 2 2 split_gain=1.97805 12.5833 15.2018 15.9086 25.5445 17.4773 10.9923 9.85865 24.9621 26.8783 20.9849 41.017 20.3093 33.7901 30.2856 22.9863 25.8696 18.7565 54.7131 25.4889 23.6364 17.4881 45.0025 40.6425 18.9255 25.1135 23.8179 19.7799 21.1178 17.0717 threshold=49.500000000000007 -3.4999999999999996 674.87377929687511 5446.7993164062509 -21.499999999999996 54.500000000000007 84.500000000000014 44.500000000000007 -7.4999999999999991 2661.5908203125005 3826.821655273438 6088.5393066406259 2321.0456542968755 2.5000000000000004 271.27960205078131 284.12406921386724 -1.4999999999999998 14362.723632812502 9353.3178710937518 24.500000000000004 7656.2912597656259 45.500000000000007 305.33541870117193 337.55393981933599 1.0000000180025095e-35 1193.5148925781252 1116.587829589844 1.5000000000000002 715.63015747070324 195.44509887695315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 5 -5 -4 -6 -1 9 -9 12 -12 14 -14 29 16 -16 18 19 20 -13 22 -17 -24 25 26 -25 -26 -29 -10 right_child=1 -3 3 4 6 -7 -8 8 10 -11 11 17 13 -15 15 21 -18 -19 -20 -21 -22 -23 23 24 27 -27 -28 28 -30 -31 leaf_value=4.922852516359574e-05 0.0012681317729730534 0.00023083355623713093 -0.00070427587360336605 0.024940292408760483 -0.0014305776563155524 -0.0063976672444616967 0.0087455558107814493 0.009582675898097184 -0.00016800340468445363 -0.0046835693302966575 -0.0065970807395249438 -0.0018171144489810551 0.00023799879524673848 0.0064605923766824398 0.021551957493097993 0.025333918766972278 -0.019942888273618994 0.0020672794943209726 -0.0070153802245399221 -0.030061788002196808 0.0063490158903283947 -0.0028055955138596659 -0.019150077901389808 -0.0039089264328464194 0.010550203134004371 0.0049796461524384611 -0.025283776316066708 0.017665469171121644 -0.0048428663798226442 0.0037664690270603975 leaf_weight=209384.08899646217 1390.2324201613665 84247.354601820931 807.04194910824299 36.323866799473763 1144.2225752994418 1217.0483405292034 104.2390968054533 420.74672082066536 5771.1484218463302 165.65211851149797 1495.2098036631942 606.54206820577383 5301.6790834516287 921.97913721203804 15.385058999061583 64.806026577949524 111.66969139873981 1374.8198227733374 1168.9258828014135 22.038824580609798 672.90040710568428 5563.3129519596696 95.283325791358948 390.57632683217525 299.99566596746445 281.37345193326473 53.323651894927025 45.698574155569077 209.48699368536472 1198.6880194246769 leaf_count=916021 6217 359979 3867 325 5331 5422 516 2275 24725 786 7160 2876 22168 4197 64 268 621 5612 4905 130 2862 24558 404 1575 1224 1177 217 209 903 4981 internal_value=2.60208e-05 0.000146561 -0.0013643 -0.00247032 0.000140613 -0.00412761 -0.000580931 -1.94804e-05 -0.000567513 0.0055526 -0.000707348 -0.00238085 -0.000267619 0.00115982 -0.000897649 -0.00227219 -0.0149183 -0.000741374 -0.00230443 0.00192671 0.00247772 -0.00204278 0.000903183 -0.00024766 0.00115894 -0.00203208 -0.00647659 0.0053276 -0.000812079 0.000508656 internal_weight=324582 88946.5 4699.11 3308.88 1284.79 2024.09 1248.46 235635 26251.2 586.399 25664.8 5340.44 20324.4 6223.66 14100.7 7130.91 127.055 3845.23 2470.41 1301.48 1279.44 7003.86 1440.54 1375.74 1280.45 725.273 443.9 555.181 255.186 6969.84 internal_count=1411575 381657 21678 15461 6172 9289 5847 1029918 113897 3061 110836 23545 87291 26365 60926 31220 685 16385 10773 5868 5738 30535 5977 5709 5305 2969 1792 2336 1112 29706 is_linear=0 shrinkage=0.03 Tree=525 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 1 0 0 1 1 1 2 1 0 2 0 0 0 0 0 2 2 2 2 1 0 2 1 3 3 split_gain=2.62111 19.7084 33.3052 31.7327 25.8734 24.7895 20.6335 36.95 22.7641 18.7147 17.1927 16.2055 13.6845 13.4836 13.2839 18.691 12.9721 13.8405 16.6255 15.1142 22.7275 15.8005 13.5855 13.1727 13.0336 12.8727 12.2056 28.5571 29.597 24.4326 threshold=1572.3760986328127 930.90408325195324 10.500000000000002 44.500000000000007 1420.9512329101565 1.0000000180025095e-35 35.500000000000007 27.500000000000004 -3.4999999999999996 7.5000000000000009 13.500000000000002 1148.0775146484377 -5.4999999999999991 32.500000000000007 1236.168395996094 39.500000000000007 13.500000000000002 21.500000000000004 19.500000000000004 24.500000000000004 1236.168395996094 955.99880981445324 1494.5967407226565 1116.587829589844 3.5000000000000004 25.500000000000004 2623.7399902343755 -6.4999999999999991 1.532000005245209 12.393000125885012 decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -6 7 10 -8 14 12 -3 -4 -9 -10 -16 -14 18 22 -19 21 -21 -18 25 -22 -23 27 28 -2 -29 right_child=26 2 3 -5 5 -7 8 13 9 -11 -12 -13 16 -15 15 -17 17 19 -20 20 24 23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-6.0789052798697845e-05 0.0075568382687181065 -0.012667801327580051 -0.0048035137081260514 -0.00037489435590621131 -0.0024083347812425319 0.015651717906248381 -0.0076383476610684398 -0.0041345586523427874 0.003811947673340079 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190947.32142241276 21307.467066571116 242.11429487168789 1618.1736217215657 leaf_count=397344 3771 799 1020 22197 730 547 639 4670 5986 509 75 6926 11889 2197 1796 3236 4944 1757 958 85 1550 125 185 271 71 141 839378 88364 1245 7871 internal_value=-9.12974e-06 0.000110196 0.00105604 0.00154534 -0.00259223 0.00594613 0.00254988 0.0016552 0.00468516 0.00526436 0.00289283 -0.00396564 0.00297883 -0.00226723 0.00576136 0.0080884 0.0032835 0.00489876 0.00680526 0.00213154 0.00545806 0.0154341 0.00536062 0.0193293 0.00166122 0.0291136 -7.00543e-05 -0.000709716 0.00441781 -0.000919751 internal_weight=324489 109677 16791.4 14805.7 1985.74 275.15 9720.58 6850.29 2870.28 2741.44 5207.26 1710.58 5194.33 1643.04 2635.48 1201.38 4998.64 2361.1 1397.97 963.138 540.024 148.871 1169.86 128.466 391.153 63.0551 214812 23864.7 939.086 22925.6 internal_count=1411276 470647 73303 64301 9002 1277 42104 29938 12166 11527 23071 7725 22996 6867 11018 5032 21976 10087 6087 4000 2243 622 5129 537 1621 266 940629 101251 5016 96235 is_linear=0 shrinkage=0.03 Tree=526 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 1 0 0 1 1 1 2 1 0 2 0 0 0 0 0 2 2 2 2 0 1 1 0 2 3 split_gain=2.46624 18.5467 31.3374 29.8699 24.3209 23.2157 19.4278 34.776 21.4115 17.6246 16.4257 15.2562 12.8722 12.6892 12.5166 17.6106 12.2199 13.047 15.6775 14.2239 21.4428 14.8994 12.7891 12.5039 12.2549 12.1427 12.1381 14.9499 16.7362 13.4749 threshold=1572.3760986328127 930.90408325195324 10.500000000000002 44.500000000000007 1420.9512329101565 1.0000000180025095e-35 35.500000000000007 27.500000000000004 -3.4999999999999996 7.5000000000000009 13.500000000000002 1148.0775146484377 -5.4999999999999991 32.500000000000007 1236.168395996094 39.500000000000007 13.500000000000002 21.500000000000004 19.500000000000004 24.500000000000004 1236.168395996094 955.99880981445324 1494.5967407226565 1116.587829589844 25.500000000000004 3.5000000000000004 1.5000000000000002 48.500000000000007 1018.5688781738282 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 6 11 -6 7 10 -8 14 12 -3 -4 -9 -10 -16 -14 18 22 -19 21 -21 -18 24 -23 -22 29 -28 -29 -5 right_child=-2 2 3 26 5 -7 8 13 9 -11 -12 -13 16 -15 15 -17 17 19 -20 20 25 23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-5.8965595000776793e-05 -6.7951570213085476e-05 -0.012290995215712622 -0.0046486458277042626 -0.0097425184463203526 -0.002333669278108649 0.01512091118978123 -0.0073844828253716204 -0.0040112358771892146 0.0036989831664128044 -0.0069045676219317417 -0.031268261869278412 -0.0028958631572759985 0.0017827233658030293 0.0016374097508282815 0.012704610113525262 0.0051310967477654641 0.0058228749894845095 -0.0020508195902164393 0.013806413465469753 -0.0088185546629266504 0.00051964914430663246 0.014155437834442402 -0.010695412812626775 0.0096018371380956601 0.040715037210897767 0.027210078144894546 -0.0085947625049362427 0.0086127779626884639 -0.0031073728807588393 0.00066540422974569076 leaf_weight=92885.349747680128 214809.96090592083 173.06221035867929 196.1385075673461 115.21961629390717 148.01814494282007 127.79037563502789 129.2728418558836 1115.9164076298475 1433.56611071527 105.65659011900425 12.700786039233206 1537.6917090974748 2637.0668259859085 526.93304833769798 431.1961032897234 769.36024536192417 1125.198348775506 423.09265664219856 227.80133081972599 20.399751394987106 375.29711678624153 29.273632973432541 43.827591553330421 65.401346519589424 33.560736045241356 15.994584202766417 325.52649336308241 136.49708101153374 557.64526145905256 3950.0051482319832 leaf_count=397344 940629 799 1020 488 730 547 639 4670 5986 509 75 6926 11889 2197 1796 3236 4944 1757 958 85 1550 125 185 271 141 71 1774 659 2533 16743 internal_value=-8.85431e-06 0.000106894 0.00102451 0.00149932 -0.00251347 0.00575356 0.00247416 0.00160595 0.00454661 0.00510956 0.00280688 -0.00384629 0.00289022 -0.00219947 0.00559145 0.00785123 0.00318614 0.00475441 0.00660658 0.00206791 0.00529538 0.0149956 0.00520359 0.018784 0.0283413 0.00161066 -0.000363664 -0.0032903 -0.000802707 0.000370415 internal_weight=324484 109674 16789.1 14802.5 1986.56 275.809 9717.65 6848.6 2869.05 2739.78 5205.75 1710.75 5193.05 1642.85 2634.12 1200.56 4996.91 2359.85 1396.83 963.02 539.927 148.635 1169.03 128.236 62.8344 391.292 5084.89 1019.67 694.142 4065.22 internal_count=1411276 470647 73303 64301 9002 1277 42104 29938 12166 11527 23071 7725 22996 6867 11018 5032 21976 10087 6087 4000 2243 622 5129 537 266 1621 22197 4966 3192 17231 is_linear=0 shrinkage=0.03 Tree=527 num_leaves=31 num_cat=0 split_feature=0 2 0 2 0 0 1 2 2 1 2 2 0 2 2 2 2 2 2 2 1 0 1 2 2 2 0 2 2 2 split_gain=2.42424 22.1174 16.8612 15.8915 49.1522 28.8956 27.7146 22.5175 23.3243 18.7817 17.3269 41.71 15.9764 41.4587 41.8471 57.4223 35.5073 28.3217 16.0445 15.8385 24.9677 23.9288 15.8048 15.3594 14.7852 16.4654 18.6275 15.834 14.6989 14.569 threshold=58.500000000000007 252.50982666015628 64.500000000000014 460.37582397460943 65.500000000000014 74.500000000000014 1.5000000000000002 305.33541870117193 310.97680664062506 -6.4999999999999991 401.18936157226568 394.01574707031256 59.500000000000007 3290.9838867187505 2580.519653320313 2490.8103027343755 3618.2971191406255 955.99880981445324 9139.0400390625018 361.94923400878912 9.5000000000000018 67.500000000000014 2.5000000000000004 1045.9146118164065 284.12406921386724 291.56593322753912 61.500000000000007 279.21791076660162 10798.300781250002 271.27960205078131 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 24 -9 -6 11 -10 13 14 15 17 22 -5 -18 -11 21 -21 -15 -19 27 -26 -27 29 -20 -3 right_child=1 3 -4 12 5 -7 -8 8 10 19 -12 -13 -14 16 -16 -17 18 23 28 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=2.6253636033830652e-05 -0.0035681726741820818 0.0031424043672332626 0.00083966589717725953 -0.015169892916389172 0.015576148794518805 0.0050020528810224077 0.011391917476039801 0.025177053386512195 0.0056213838606163895 -0.0037853242160677922 -0.009024329560580989 0.045841118228604615 -9.9078363064419528e-05 0.0076726135058110875 -0.014351920798616838 0.033126395589531572 -0.0066835078686719104 0.0281264844111664 0.019204988386610351 0.011030278274395396 0.034347708791609907 -0.0014632245387586023 0.027229204534647156 -0.00059789689233344465 -0.01644008561265712 -0.025580231049609211 0.0029314627097677846 0.015760382416821227 0.0002677388703588894 -0.010258956928149319 leaf_weight=274856.45311435557 2853.2600656673312 466.26907394826412 1075.4453246295452 145.42328780889511 55.780653327703476 707.48756454885006 499.48272648453712 62.132039904594421 438.90812484920025 1857.0497925877571 62.967118337750435 24.501660406589508 37847.275297134649 166.89892953634262 432.29066997766495 39.890468031167984 336.92888587713242 18.051673859357834 40.525596395134926 156.06481371819973 19.303234770894051 1190.2302065342665 47.855743795633316 233.04625596106052 85.869379639625549 23.545052155852318 166.17065148055553 74.69118843972683 411.046845510602 86.562659382820129 leaf_count=1201572 12390 1923 4786 610 251 3021 2182 256 1800 7937 257 100 159455 683 1763 162 1455 75 164 647 93 5004 194 963 357 96 687 308 1725 360 internal_value=-8.589e-06 -0.000201571 -0.00236157 -1.58666e-05 0.00142632 -0.000496476 0.0052755 0.00322736 0.00779346 -0.00168306 0.00574155 0.0077479 -0.000232889 -0.00293828 -0.00773618 -0.00118291 0.00121615 -0.00463446 -0.00172926 -0.0019818 0.000470773 -1.49564e-05 0.0120306 0.00146713 0.000251864 -0.00554045 -0.000607039 0.00279564 0.00196723 0.00104401 internal_weight=324481 49625 3928.71 45696.2 5977.02 3985.92 1991.1 1491.62 588.509 3278.43 526.377 463.41 39719.2 1871.96 868.702 436.412 1003.26 396.521 788.501 3222.65 1365.6 1346.3 214.755 251.098 903.108 275.585 189.716 627.523 451.572 552.832 internal_count=1411276 209704 17176 192528 25279 16953 8326 6144 2413 13932 2157 1900 167249 7794 3573 1810 4221 1648 3344 13681 5744 5651 877 1038 3731 1140 783 2591 1889 2283 is_linear=0 shrinkage=0.03 Tree=528 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 1 0 0 1 1 1 2 1 2 3 3 2 0 3 0 0 2 0 3 3 2 1 0 0 0 split_gain=2.31834 17.4039 29.4823 28.1353 22.8629 21.7479 18.2927 32.7303 20.1402 16.5979 15.6951 14.3635 12.1085 12.0251 30.8911 32.1702 44.5263 24.0532 47.0151 21.2388 22.6495 19.985 16.1006 14.4649 13.4158 27.3293 29.2039 16.8434 15.3199 13.4411 threshold=1572.3760986328127 930.90408325195324 10.500000000000002 44.500000000000007 1420.9512329101565 1.0000000180025095e-35 35.500000000000007 27.500000000000004 -3.4999999999999996 7.5000000000000009 13.500000000000002 1148.0775146484377 -5.4999999999999991 684.96466064453136 2.5095000267028813 3.653500080108643 911.27563476562511 23.500000000000004 2.7749999761581425 25.500000000000004 22.500000000000004 876.87890625000011 4.5000000000000009 8.545499801635744 2.0774999856948857 876.87890625000011 1.5000000000000002 70.500000000000014 30.500000000000004 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 13 4 6 11 -6 7 10 -8 -10 12 -3 -4 22 24 16 19 -18 -19 20 -16 -22 -1 -24 29 26 27 -26 -28 -15 right_child=-2 2 3 -5 5 -7 8 -9 9 -11 -12 -13 -14 14 15 -17 17 18 -20 -21 21 -23 23 -25 25 -27 28 -29 -30 -31 leaf_value=-0.024203953504736281 -6.5630139275893546e-05 -0.011926672331813453 -0.0044999882769061108 -0.00035464404863438877 -0.0022622092198885937 0.014610834268689478 -0.0071408779178174725 -0.0021345284157179454 0.0054258042670226169 -0.0067170322705681707 -0.030884778443557182 -0.0028094025884588892 0.0030908970298204087 -0.00013457391982345715 -0.0033777792378597692 -0.00054229647437815335 0.048227562010070835 0.047960123466008205 -0.011356839208797655 -0.0021017389980462313 0.015867517076273777 -0.016487991400183855 4.3252503999541759e-05 0.0048021367929531643 -0.018028853354727894 0.012294227390015382 0.021890177582360767 0.018357211783397016 -0.0073521885578751245 -0.0041496696756727165 leaf_weight=24.585716020315886 214809.75352099538 173.0104665979743 196.56715142726898 5083.6232776492834 148.16234387457371 128.26971533894539 129.68034383654594 1642.6589702963829 2632.7496213018894 105.3651270121336 12.476459145545958 1537.8927572630346 4995.1556163132191 1196.9473252147436 101.17841902375221 6878.3457763772458 30.367712989449501 21.161168187856674 27.857790470123291 319.91016378998756 230.42016664147377 18.565358579158783 81072.270417109132 578.94455343484879 246.52552109956741 48.647492557764053 30.004408285021782 12.007574066519735 34.854120925068855 2011.3278101980686 leaf_count=141 940629 799 1020 22197 730 547 639 6867 11018 509 75 6926 21976 4979 428 30247 130 88 118 1352 991 78 345653 2795 1017 202 135 49 159 8782 internal_value=-8.33305e-06 0.000103895 0.000992899 0.00145365 -0.00243796 0.0055672 0.00239991 0.0015574 0.00441141 0.00495854 0.00272273 -0.00373136 0.00280349 -5.67625e-05 -0.000978219 0.000100807 0.00600304 0.0272474 0.0142499 0.00348613 0.00859121 0.013455 6.96862e-05 7.69952e-05 -0.00327707 -0.00866983 -0.0118234 -0.0163389 0.00617571 -0.00265171 internal_weight=324479 109670 16785.6 14798.3 1987.34 276.432 9714.65 6846.86 2867.8 2738.11 5204.2 1710.9 5191.72 92883.9 11208.1 7627.81 749.461 79.3867 49.019 670.074 350.164 248.986 81675.8 81651.2 3580.31 372.039 323.392 258.533 64.8585 3208.28 internal_count=1411276 470647 73303 64301 9002 1277 42104 29938 12166 11527 23071 7725 22996 397344 48755 33432 3185 336 206 2849 1497 1069 348589 348448 15323 1562 1360 1066 294 13761 is_linear=0 shrinkage=0.03 Tree=529 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 2 3 3 2 0 3 2 0 1 3 1 3 2 2 2 3 2 2 2 2 3 2 0 0 0 split_gain=2.28974 5.31145 10.3104 3.36842 2.21719 23.2312 30.7737 23.2188 40.3725 19.0818 18.0776 37.283 29.8336 19.1682 16.7603 16.5621 15.7309 38.0071 29.5112 63.9408 63.7088 61.175 89.4053 67.6414 33.085 32.3913 31.8538 37.0907 58.7916 32.3502 threshold=-54.499999999999993 89063.015625000015 4.5000000000000009 9801.5458984375018 3673.077514648438 3118.6667480468755 1.2994999885559084 1.4100000262260439 3346.970825195313 57.500000000000007 1.247500002384186 3290.9838867187505 52.500000000000007 3.5000000000000004 40.666500091552741 1.0000000180025095e-35 1.8989999890327456 37758.167968750007 4814.8464355468759 7475.0764160156259 1.532000005245209 10270.009765625002 14697.978027343752 11817.106933593752 18871.722656250004 1.6674999594688418 3997.433227539063 50.500000000000007 37.500000000000007 63.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -4 5 14 10 8 15 -10 12 -12 13 -7 -2 -8 17 18 26 -20 -21 -22 23 25 -24 -23 29 28 -28 -6 right_child=4 -3 3 -5 16 6 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 20 21 22 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.040698395745795521 -1.7096388526789944e-05 0.028233600462453826 -0.010154371595729909 0.013979273790810176 -0.00020616802946957254 -0.0040950552328898665 0.0033189614873344792 0.0013742302583275333 -0.013282240287681501 0.0057811655025814127 -3.6552997604062907e-05 -0.033641884574680196 0.01121638495519644 -0.025700338579541203 -0.016089801583186954 0.012137458565971834 9.8386318729468521e-05 0.0028800232890198712 -0.0044330230508461488 0.00055841716126916248 -0.0087998051544924231 0.0051093140432750686 -0.0078411568290638681 0.0079923293933940858 -0.0019466413964198685 -0.0083976519685442248 0.0049904187079174251 0.0071126460827339935 -0.0049186266993045246 -0.007993133470059588 leaf_weight=4.4826878309249869 144773.67180178687 8.4677382905501855 6.8339072018861797 21.837504655122757 16884.198827430606 356.6554112136364 296.53941647708416 8355.2873387150466 123.39731368422508 76.585821568965912 64.798225298523903 54.874179050326347 111.63008336722851 41.230061084032059 58.414731411263347 542.03362265229225 121290.39929584903 2754.6607438921928 5120.7339056879282 12974.326433025301 1330.7589336186647 244.26389206945896 1493.2527259066701 1190.2592914402485 2011.2995941340923 462.06536674499512 1179.6374588012695 1157.6144610196352 992.08892833441496 494.21192082762718 leaf_count=85 618996 532 71 259 78563 1481 1267 35131 510 310 264 223 459 185 364 2173 538621 11606 22410 53802 5481 1000 6149 4852 8283 1895 4860 4798 4517 2129 internal_value=-8.08284e-06 0.00702792 0.00161187 0.00822696 -8.98549e-06 7.30843e-05 0.00146986 0.00190007 0.00613051 -0.00598169 -0.00495322 -0.0154458 -0.00248876 -0.00633386 -2.35789e-05 0.00901903 -8.39291e-05 -0.000541858 -0.000748868 -0.00144637 -0.000670283 -0.00303834 -0.00161881 0.00362794 -0.00445823 -0.00372665 8.7387e-05 0.00277559 0.000463765 -0.000427616 internal_weight=324477 41.6218 33.1541 28.6714 324435 154855 10023 9393.84 1038.56 199.983 629.188 119.672 509.516 397.885 144832 838.573 169580 48289.4 45534.7 24827 19706.2 6731.9 5401.14 1896.59 3504.55 706.329 20707.8 3329.34 2171.73 17378.4 internal_count=1411276 947 415 330 1410329 661363 42003 39391 4260 820 2612 487 2125 1666 619360 3440 748966 210345 198739 103872 81462 27660 22179 7747 14432 2895 94867 14175 9377 80692 is_linear=0 shrinkage=0.03 Tree=530 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 2 2 2 2 2 2 1 0 2 0 2 2 0 1 2 0 2 0 2 0 0 0 2 0 1 split_gain=3.37198 11.0855 15.2515 21.0481 36.3158 20.0423 19.0153 15.0258 13.978 13.0932 19.5873 12.276 11.0132 9.31264 14.7331 9.20637 16.6902 18.9341 15.8085 12.1451 40.7745 14.5861 14.7537 12.313 22.3259 19.9603 16.6189 14.4644 14.2671 13.3025 threshold=68.500000000000014 1.5000000000000002 2.5095000267028813 3826.821655273438 1320.400329589844 94085.273437500015 930.90408325195324 997.99557495117199 75237.886718750015 394.01574707031256 135.80005645751956 -5.4999999999999991 69.500000000000014 71819.058593750015 90.500000000000014 14054.634277343752 21324.808593750004 78.500000000000014 -5.4999999999999991 6233.4113769531259 77.500000000000014 8374.6435546875018 81.500000000000014 11031.315917968752 87.500000000000014 84.500000000000014 90.500000000000014 12367.713378906252 83.500000000000014 -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 4 6 8 11 -8 -5 10 12 -2 -3 -11 -15 19 17 -17 -18 -4 -21 -22 -23 24 28 27 -26 -25 29 -24 right_child=1 9 15 5 -6 -7 7 -9 -10 13 -12 -13 -14 14 -16 16 18 -19 -20 20 21 22 23 25 26 -27 -28 -29 -30 -31 leaf_value=2.5929125395120338e-05 0.016222635457356808 0.034934956434620433 0.00024344511408981275 0.00062896522316390814 -0.011031862584281332 -0.022889226946256256 0.03219442533715091 0.0044978381692137156 0.018566777411404691 -0.0016316491191338827 -0.0096331216264661252 -0.0033516050531822803 0.0010253469860775724 0.0051713022992595625 -0.0032961954776688945 -0.010627335568749865 0.013849824308621497 -0.0014501699823381814 -0.00015768672289289009 0.0079398269595622184 -0.0032163501146043865 0.0066617248179162807 -0.025398365112012693 0.0069379209113843952 0.030316051355764345 -0.00058712499667698504 0.0020807787596475911 0.027115939643855985 -0.010703044407207159 0.00094196430512998009 leaf_weight=296390.41272498283 29.548219561576843 13.587406173348425 9462.3675111606717 1645.4035577625036 487.71203335374594 32.060020543634892 19.766201958060265 163.03950053453445 40.048951797187328 4690.5376310348511 308.03287956118584 1195.9010536819696 23.578746348619461 479.73612834513187 300.95538647798821 293.38683344423771 73.596225030720234 651.95952220261097 4923.5770235881209 867.1652809381485 722.06419271230698 431.78160679340363 18.420526266098022 168.23195593059063 28.125492244958878 422.08510506898165 56.348777651786804 39.475859791040421 231.33260028064251 272.87347701191902 leaf_count=1291941 132 60 39847 6792 2064 138 82 669 177 20285 1527 4939 112 2032 1457 1195 413 2691 21372 3584 2952 1767 79 683 119 1743 245 163 951 1105 internal_value=-3.84454e-06 -0.00031797 -1.34542e-05 -0.0017974 -0.00397661 0.000608236 -0.00153321 0.00749258 0.0010552 -0.00148423 -0.00715085 -0.00287963 0.0134222 -0.0011267 0.00190709 0.000331953 -0.000642902 -0.00429829 4.86099e-05 0.000787375 0.00236718 0.000345882 0.00188732 0.000220645 -0.00282799 0.00315943 0.0114816 0.0107728 -0.00514091 -0.000723716 internal_weight=324483 28092.7 22276.3 3613.48 1895.97 1717.51 1408.25 182.806 1685.45 5816.43 345.199 1225.45 37.1662 5471.23 780.692 18662.8 5942.52 945.346 4997.17 12720.3 3257.9 2390.74 1668.68 1236.89 607.101 629.793 84.4743 207.708 522.627 291.294 internal_count=1411316 119375 93902 14993 7886 7107 5822 751 6969 25473 1699 5071 172 23774 3489 78909 25671 3886 21785 53238 13391 9807 6855 5088 2499 2589 364 846 2135 1184 is_linear=0 shrinkage=0.03 Tree=531 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 2 2 2 2 2 2 1 0 2 0 2 2 2 2 2 2 2 0 1 0 2 0 2 0 2 split_gain=3.1731 10.4372 14.3544 19.8182 34.2222 18.7579 17.8974 14.2022 13.2305 12.3794 18.4693 11.594 10.2589 8.76553 13.8753 8.7624 25.6933 33.7388 16.174 9.09286 8.66314 15.7017 17.8052 14.9798 11.5018 11.4362 38.4189 13.7264 13.8937 11.588 threshold=68.500000000000014 1.5000000000000002 2.5095000267028813 3826.821655273438 1320.400329589844 94085.273437500015 930.90408325195324 997.99557495117199 75237.886718750015 394.01574707031256 135.80005645751956 -5.4999999999999991 69.500000000000014 71819.058593750015 90.500000000000014 8173.5148925781259 15354.050781250002 20654.361328125004 12367.713378906252 27583.159179687504 14054.634277343752 21324.808593750004 78.500000000000014 -5.4999999999999991 90.500000000000014 6233.4113769531259 77.500000000000014 8374.6435546875018 81.500000000000014 11031.315917968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 11 -8 15 10 12 -2 -3 -11 -15 -5 18 -18 -17 -19 25 22 -22 -23 -24 -4 -27 -28 -29 -30 right_child=1 9 20 5 -6 -7 7 -9 -10 13 -12 -13 -14 14 -16 16 17 19 -20 -21 21 23 24 -25 -26 26 27 28 29 -31 leaf_value=2.5151284820754953e-05 0.015819038155877208 0.033648005172207313 0.00023613932313490188 0.0027356495351890603 -0.010712648938484112 -0.022077753024092615 0.031326041530600833 0.0043624569777138533 0.0181070859063177 -0.0015831119526969325 -0.0093827149103403555 -0.0032519350060515265 0.0009942527240417603 0.0050219639486725285 -0.0031965512612469136 -0.0026849099328947468 0.015929547873900884 -0.008411141301725664 -0.021026665728249419 0.00043288994469378576 -0.01030497468437073 0.013528978773779786 0.0006667690918437313 -0.00015295153809859627 -0.0090643456165880043 0.0077101706282003621 -0.0031196821539270386 0.0064665870051241626 -0.0027433000879048498 0.0030658525886741988 leaf_weight=296390.25089564489 29.395376592874527 13.682382315397261 9462.4659284725785 846.97386129200459 487.18551377952099 32.238452844321728 19.705624029040337 163.05591613054276 39.83696611225605 4689.3346168994904 306.78527923673391 1195.583060964942 23.586539581418037 479.1904179006815 301.02572113787755 86.364019572734833 114.18969674408436 146.79098542779684 86.71266296505928 364.24822755157948 293.4860667437315 73.089126028120518 513.04899053275585 4923.7198451440781 138.91501919180155 866.21946726739407 722.10466179251671 431.47162158787251 607.03642338514328 629.56868661940098 leaf_count=1291941 132 60 39847 3476 2064 138 82 669 177 20285 1527 4939 112 2032 1457 349 473 603 351 1540 1195 413 2095 21372 596 3584 2952 1767 2499 2589 internal_value=-3.72836e-06 -0.000308483 -1.30295e-05 -0.00174403 -0.00385945 0.000590114 -0.00148772 0.00726971 0.00102378 -0.00144044 -0.00696007 -0.0027943 0.0129823 -0.00109324 0.00185107 0.000610143 -0.00164494 0.00118675 -0.0118743 -0.00210747 0.000322045 -0.000623622 -0.00416887 4.71763e-05 -0.00140666 0.000763862 0.00229732 0.000335662 0.00183147 0.000214201 internal_weight=324477 28087 22273.4 3612.28 1894.93 1717.35 1407.74 182.762 1685.12 5813.6 344.054 1224.98 37.2689 5469.55 780.216 1645.28 798.306 625.229 173.077 511.039 18661.1 5942.26 945.45 4996.81 651.964 12718.9 3256.4 2390.18 1668.08 1236.61 internal_count=1411316 119375 93902 14993 7886 7107 5822 751 6969 25473 1699 5071 172 23774 3489 6792 3316 2616 700 2143 78909 25671 3886 21785 2691 53238 13391 9807 6855 5088 is_linear=0 shrinkage=0.03 Tree=532 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 2 2 2 2 2 2 1 0 2 2 2 0 1 2 2 2 2 2 2 2 2 0 1 0 2 split_gain=2.98605 9.82646 13.511 18.6594 32.2503 17.5633 16.8457 13.4309 12.523 11.7037 17.4159 10.9498 9.56655 8.31906 15.529 8.25049 13.0672 8.49482 8.24707 24.1876 31.8152 15.2477 8.54561 8.37808 8.1518 14.7749 16.7427 14.1931 10.8336 10.7671 threshold=68.500000000000014 1.5000000000000002 2.5095000267028813 3826.821655273438 1320.400329589844 94085.273437500015 930.90408325195324 997.99557495117199 75237.886718750015 394.01574707031256 135.80005645751956 -5.4999999999999991 69.500000000000014 586.15780639648449 468.30728149414068 71819.058593750015 90.500000000000014 40.500000000000007 8173.5148925781259 15354.050781250002 20654.361328125004 12367.713378906252 27583.159179687504 5339.5974121093759 14054.634277343752 21324.808593750004 78.500000000000014 -5.4999999999999991 90.500000000000014 6233.4113769531259 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 11 -8 18 10 12 -2 -3 14 -13 -11 -17 -18 23 21 -21 -20 -22 -5 29 26 -26 -27 -28 -4 right_child=1 9 24 5 -6 -7 7 -9 -10 15 -12 13 -14 -15 -16 16 17 -19 19 20 22 -23 -24 -25 25 27 28 -29 -30 -31 leaf_value=2.4396743260620414e-05 0.015425221167061401 0.032432851214914751 0.00022905282333481533 0.00055328687340436202 -0.01040288447397161 -0.021304285316380629 0.030492544351290594 0.0042312022656674159 0.017659074448893978 -0.0015360084226848862 -0.0091381673969353414 -0.0034889978404305127 0.00096411237972679551 -0.014357842065274127 0.011152408253064692 0.0048768346769903874 -0.0048859639887952602 0.01111720407537777 -0.0026041624841885904 0.015487560447476907 -0.0081510609418165517 -0.020417191705419731 0.00041993386154212008 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-0.00144359 0.00705384 0.000993572 -0.00139793 -0.00677411 -0.00271148 0.0125603 -0.00315522 -0.00259607 -0.00106075 0.00179667 -0.00309995 0.000592066 -0.00159599 0.00115155 -0.0115237 -0.00204377 0.00265451 0.000312423 -0.00060494 -0.00404408 4.57845e-05 -0.00136479 0.000741025 internal_weight=324471 28081 22270.2 3610.66 1893.87 1716.79 1407.22 182.708 1684.38 5810.84 342.926 1224.51 37.3619 1195.27 1138.45 5467.91 779.748 301.093 1644.76 798.073 625.079 172.994 511.15 846.682 18659.5 5941.84 945.386 4996.45 651.819 12717.7 internal_count=1411316 119375 93902 14993 7886 7107 5822 751 6969 25473 1699 5071 172 4939 4705 23774 3489 1457 6792 3316 2616 700 2143 3476 78909 25671 3886 21785 2691 53238 is_linear=0 shrinkage=0.03 Tree=533 num_leaves=31 num_cat=0 split_feature=1 2 2 2 1 1 2 1 1 0 2 0 0 3 1 0 0 0 2 2 0 1 0 2 0 2 0 2 2 1 split_gain=2.87642 6.70748 8.32704 11.18 3.33519 5.59175 4.65383 3.22666 4.26982 3.00855 2.63982 11.6874 17.8776 17.4384 8.9906 8.96694 8.60744 8.25619 28.7231 49.0654 35.3433 25.9028 21.8078 54.4557 35.9389 32.6859 24.205 76.6919 32.7283 28.6405 threshold=52.500000000000007 1266.0092773437502 13771.215820312502 9587.6123046875018 58.500000000000007 63.500000000000007 6233.4113769531259 56.500000000000007 54.500000000000007 81.500000000000014 75237.886718750015 20.500000000000004 9.5000000000000018 1.532000005245209 -47.499999999999993 44.500000000000007 97.500000000000014 21.500000000000004 8173.5148925781259 2661.5908203125005 15.500000000000002 -2.4999999999999996 6.5000000000000009 31594.402343750004 2.5000000000000004 10057.160644531252 5.5000000000000009 37758.167968750007 33836.650390625007 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 -2 3 4 7 -6 -7 8 -3 -5 17 12 14 15 -12 -13 -15 18 19 -1 -21 -22 23 25 -25 -20 27 28 -26 -28 right_child=1 2 -4 9 5 6 -8 -9 -10 -11 11 13 -14 16 -16 -17 -18 -19 22 20 21 -23 -24 24 26 -27 29 -29 -30 -31 leaf_value=0.00047232475006928645 0.020720781218354172 -0.014247383052078965 0.0027319357037785068 -0.034831549033432933 0.0083024559354410114 -0.01466499856663135 0.002932690842461152 -0.020624408310136799 0.0050138255295164831 -0.014639633768367943 0.026604166434769014 -0.012903021544807353 -0.0021622643083235959 0.0014412512240636814 -8.6823512588662981e-05 -0.0025539564946444049 -0.0083774522111355297 -7.2033361642878194e-05 0.0051290639930578561 -0.000600878005696725 0.0023259436503161187 -0.0045302286374641568 0.0012715477152705486 -0.0056137703326863192 -0.00023423086709045555 -0.0045312402504080335 0.003717910967169189 0.002678332283111453 -0.013029360266830041 0.016295320771909372 leaf_weight=27261.453289605677 10.387528613209723 22.865735992789268 108.33381565939635 14.649493873119356 35.369394615292549 31.002999253571033 23.991524234414101 18.308805927634239 18.936462566256523 12.148571297526358 11.368848507758228 102.68327414989471 5252.3093824163079 5329.2598105072975 11903.14911242621 283.07187342643738 81.584212269634008 220699.1671796497 352.95311302132905 9084.0860130799701 559.25916793197393 4379.9854157567024 29456.798694267869 622.79351911786944 303.66958542913198 2949.0492617907003 951.71127554401755 3947.3360412791371 441.5005634278059 196.60595668852329 leaf_count=120933 43 93 693 60 145 139 100 74 77 52 645 465 21495 22866 65181 1200 442 934942 1743 45090 2627 17835 123442 4462 1356 16300 4744 21231 1972 869 internal_value=-3.50748e-06 -0.00295953 -0.00382078 -0.00782523 -0.00464587 -0.00100313 -0.00698795 -0.010122 -0.00552202 -0.0256778 -8.08381e-07 -0.000310861 -0.000704143 0.000853855 -6.13549e-05 -0.00530875 0.00129321 2.28295e-05 0.000282883 -0.000269438 -0.00171143 -0.00375392 0.000864245 -0.000364333 0.00123686 -0.00349864 0.00196733 0.00101197 -0.00781513 0.00587132 internal_weight=324466 295.994 285.607 177.273 150.475 90.3639 54.9945 60.111 41.8022 26.7981 324170 22963.4 17166.8 5796.6 11914.5 385.755 5410.84 301206 80507.2 41284.8 14023.3 4939.24 39222.4 9765.62 6463.62 3302 5840.82 4692.51 745.17 1148.32 internal_count=1411316 1476 1433 740 628 384 239 244 170 112 1409840 112294 87321 24973 65826 1665 23308 1297546 362604 186485 65552 20462 176119 52677 34634 18043 30172 24559 3328 5613 is_linear=0 shrinkage=0.03 Tree=534 num_leaves=31 num_cat=0 split_feature=0 1 3 2 2 2 2 2 2 2 2 1 0 2 2 0 1 0 0 2 0 2 2 0 2 0 1 2 0 0 split_gain=2.84111 9.2548 12.6758 17.5528 30.3928 16.5238 15.8565 12.7074 11.7944 11.0597 16.4215 10.3412 8.92396 7.88575 21.5907 17.5735 13.1686 12.6951 13.2771 9.08204 27.5539 19.194 16.1068 12.6734 11.7164 15.1611 10.0995 8.16152 21.021 20.9256 threshold=68.500000000000014 1.5000000000000002 2.5095000267028813 3826.821655273438 1320.400329589844 94085.273437500015 930.90408325195324 997.99557495117199 75237.886718750015 394.01574707031256 135.80005645751956 -5.4999999999999991 69.500000000000014 15706.645507812502 19411.564453125004 77.500000000000014 -5.4999999999999991 90.500000000000014 92.500000000000014 6233.4113769531259 77.500000000000014 14362.723632812502 15354.050781250002 74.500000000000014 8374.6435546875018 81.500000000000014 -7.4999999999999991 11031.315917968752 87.500000000000014 84.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 6 8 11 -8 -5 10 12 -2 -3 19 15 -15 -16 -17 -19 -4 21 26 24 -23 -22 -26 -21 28 -27 -29 right_child=1 9 13 5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 16 17 -18 18 -20 20 22 23 -24 -25 25 27 -28 29 -30 -31 leaf_value=2.3922601182956423e-05 0.015042662160082007 0.031276479198797287 0.00022434072007454135 0.00057670943594487678 -0.010100166875933335 -0.020615851267415004 0.029693248569820627 0.0041061085178679584 0.017186648025363602 -0.0010309916308572755 -0.0088999644298489878 -0.0030592806035721481 0.0009370768254492554 -0.015926680965345739 0.012497975954672766 -0.00024028224131872978 -0.00025693900484624155 -0.0254012973901185 0.002634566467620887 -0.014476956598035233 -0.0030907607727335361 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-0.00164116 -0.00363336 0.000556096 -0.00139864 0.00684686 0.000965396 -0.00135836 -0.00659356 -0.00262901 0.0121538 0.000301143 -0.000632425 -0.00678858 -7.56294e-05 -0.00310765 -0.0149957 0.000708598 0.00200811 0.00648657 0.000437784 -0.0136796 0.000150144 0.00141496 0.00742231 -9.98081e-05 -0.00272571 0.00188236 internal_weight=324451 28074.5 22266.7 3608.92 1892.78 1716.13 1406.68 182.647 1683.59 5807.81 341.806 1224.03 37.4443 18657.8 5668.97 470.204 5198.76 335.187 65.1358 12988.8 3526.2 915.437 2610.76 40.5939 2572.43 1850.32 874.843 1411.22 607.038 804.183 internal_count=1411316 119375 93902 14993 7886 7107 5822 751 6969 25473 1699 5071 172 78909 24550 1928 22622 1379 278 54359 14512 3790 10722 166 10563 7611 3624 5811 2499 3312 is_linear=0 shrinkage=0.03 Tree=535 num_leaves=31 num_cat=0 split_feature=1 1 2 3 2 2 0 0 3 3 0 0 0 2 0 2 2 2 1 1 2 3 3 3 1 2 3 3 1 3 split_gain=4.20538 3.42659 6.4003 3.14607 2.56332 2.35882 9.22616 15.7818 9.3285 14.5469 11.6586 10.7236 6.95544 12.7149 6.67419 20.7974 10.7845 11.472 11.0438 6.56675 6.08362 42.908 26.7521 19.3451 33.0439 28.9438 18.9991 18.5528 17.6598 22.4249 threshold=-52.499999999999993 -69.499999999999986 12367.713378906252 6.4175000190734872 71819.058593750015 75237.886718750015 21.500000000000004 24.500000000000004 1.532000005245209 1.7404999732971194 61.500000000000007 44.500000000000007 49.500000000000007 89063.015625000015 2.5000000000000004 99992.636718750015 83842.167968750015 79002.019531250015 -8.4999999999999982 -9.4999999999999982 36319.728515625007 1.8174999952316286 5.0659999847412118 40.666500091552741 1.0000000180025095e-35 56232.490234375007 74.000000000000014 1.469500005245209 1.0000000180025095e-35 28.166500091552738 decision_type=2 2 2 2 2 2 2 2 2 2 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 20 14 -8 11 10 -10 -9 13 -13 15 16 17 -7 -18 -16 -2 27 -23 28 -25 26 -26 -22 -24 -30 right_child=5 -3 3 4 -6 6 7 8 9 -11 -12 12 -14 -15 19 -17 18 -19 -20 -21 21 22 23 24 25 -27 -28 -29 29 -31 leaf_value=-0.058902836558525497 -4.8866295069663692e-05 0.014688603297325648 0.033928602460737693 -0.010616534532087813 0.021510277257070352 -0.012289102839217015 0.0045454690183250983 -0.012774257499154255 0.0024243898568337891 0.00011159939260612864 0.018535961397549608 -0.019659006680196416 -0.0044274004267995026 0.011546102259254069 0.0039195079475589922 0.001916355639240802 -0.030935737871269228 0.0088494478318449955 -0.0036758851535747656 -0.0010616228395912588 0.0016483688201965844 -0.0012984218982837294 -0.00011963830809142876 0.0047008730668015915 -0.018557085356079899 0.0038998156283830904 0.0099354652017009052 0.0072944375525095615 0.0036554927896212102 -0.0018409791649604608 leaf_weight=1.6196095943450952 282940.36930008873 31.283903278643265 2.5919666290283194 8.9010529834777099 2.984644277021288 28.778247207403183 833.17258286476135 101.78341002762318 96.590135768055916 4121.6218723608181 69.510813757777214 14.277377635240553 197.35427416861057 66.435022845864296 242.48051900416613 2634.3421681099571 13.560273244045673 117.23723892401904 982.4599820189178 13485.552329108119 1017.9668441265821 7652.4941313490272 3466.7852188572288 221.12495382595807 216.26677979528904 93.480954613536596 23.335276931524277 1078.9743331074715 3867.3435892313719 807.53706319630146 leaf_count=17 1215058 537 26 114 349 202 3374 465 424 18195 349 59 835 284 1309 24654 122 628 4522 56636 4220 31144 18834 1903 1273 490 336 4508 16656 3602 internal_value=-3.54973e-05 0.00890145 -0.00234547 0.00398158 -0.0025491 -3.68026e-05 -0.000329611 0.000742111 6.32031e-05 0.000462388 0.00916685 -0.00444277 -0.00139312 0.00602617 -0.000666398 0.000450499 -0.0029308 0.00468324 -0.00404701 -0.00097364 -1.44522e-05 0.00051344 -4.76708e-06 0.00113367 -0.00428972 -0.0102583 -0.0157821 0.00455354 0.00150284 0.00270603 internal_weight=324438 47.3812 16.0973 14.4777 11.8857 324391 23005.2 5500.75 4667.57 4287.72 166.101 379.85 278.067 80.7124 17504.4 3776.38 1142.04 146.015 996.02 13728 301386 18445.3 16348.4 8695.87 554.208 333.083 239.602 2096.94 8141.67 4674.88 internal_count=1411125 1043 506 489 463 1410082 112058 23985 20611 18968 773 1643 1178 343 88073 30128 5474 830 4644 57945 1298024 82966 74238 43094 4002 2099 1609 8728 39092 20258 is_linear=0 shrinkage=0.03 Tree=536 num_leaves=31 num_cat=0 split_feature=1 1 2 3 2 1 2 3 0 2 1 0 0 0 1 1 2 2 0 2 2 2 0 2 0 2 0 0 3 3 split_gain=3.99018 3.27875 5.75409 3.04389 2.43213 2.35133 20.1558 20.3179 18.8267 7.39691 5.95033 4.06567 3.94028 3.89794 3.12867 2.78987 3.9769 4.81134 4.9891 3.69309 2.76112 4.79055 7.25785 3.53024 2.7408 2.33846 8.81597 14.8323 8.78837 13.7366 threshold=-52.499999999999993 -69.499999999999986 12367.713378906252 6.4175000190734872 71819.058593750015 -36.499999999999993 2848.0100097656255 7.7119998931884775 9.5000000000000018 2272.6494140625005 -39.499999999999993 6.5000000000000009 2.5000000000000004 28.500000000000004 -47.499999999999993 -31.499999999999996 1148.0775146484377 20654.361328125004 17.500000000000004 45446.361328125007 2272.6494140625005 2661.5908203125005 40.500000000000007 13771.215820312502 51.500000000000007 75237.886718750015 21.500000000000004 24.500000000000004 1.532000005245209 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 -1 -4 -5 6 9 14 11 13 -10 12 -9 -2 -8 16 -7 20 19 -19 -18 -22 23 -23 -15 -17 -27 -28 -29 -30 right_child=5 -3 3 4 -6 15 7 8 10 -11 -12 -13 -14 24 -16 25 17 18 -20 -21 21 22 -24 -25 -26 26 27 28 29 -31 leaf_value=-0.054547694636536137 0.0016975924805587162 0.014424588785668034 0.033798307108505413 -0.010208683612964991 0.021281249528608517 0.0244815067502142 -0.0038614716268303099 0.014507701291975162 -0.0197252959939033 -0.044306631429230164 -0.055831884774387719 0.008775365004857939 -0.014500914157952216 -0.028444237871866718 0.013863253161470837 -1.3315636598589737e-05 -0.0147373984473493 -0.010131517811548269 0.028550003585649669 0.012880397154294256 0.021876344702144397 0.0060098650789492383 -0.021863423249539111 -0.013473862354690957 -0.0083949556233840379 -0.00065708841519845982 0.0044102420804357128 -0.0043128678570919969 0.0089233937530076197 0.00010940609352087831 leaf_weight=1.6952344849705721 9.625233266502617 30.906572624808177 2.5249127410352221 8.9777673166245204 2.9271363751031449 8.1709215939044935 10.201932892203329 5.2291009346954551 7.9486337676644352 9.5804352611303312 8.5011771470308286 20.841201610863209 21.712972175329924 15.821020081639292 73.791326357633807 301078.34059920406 11.148586668074129 9.5842199474573153 11.344440639019011 18.187531295232475 8.9678318500518781 52.497670918703079 12.837730213999746 9.9569859104230982 10.024870902299879 17469.802043224685 832.06019502878189 379.58088994771242 165.53123971819878 4120.9412859072909 leaf_count=17 87 537 26 114 349 49 94 204 56 53 47 163 233 90 496 1295955 58 70 66 196 47 334 71 64 43 87631 3367 1643 773 18192 internal_value=-3.44331e-05 0.00870315 -0.00226303 0.00387945 -0.00246605 -3.56999e-05 -0.00334364 0.00199736 -0.0107037 -0.0209163 -0.038385 -0.00117419 -0.00887072 -0.0145988 0.0117104 -3.37277e-05 0.00416011 0.00292581 0.0117865 0.00493883 -0.000706954 0.00114943 -0.00131928 0.00290362 -0.0206677 -3.55745e-05 -0.000327359 0.000720331 6.23384e-05 0.000449777 internal_weight=324429 47.0316 16.1251 14.4298 11.9049 324382 193.278 148.226 64.2331 45.0516 16.4498 47.7833 26.9421 35.4711 83.9933 324189 142.696 134.525 39.1162 27.7718 95.4088 84.2602 75.2924 62.4547 25.8459 324046 22967.9 5498.11 4666.05 4286.47 internal_count=1411125 1043 506 489 463 1410082 1566 1293 703 273 103 600 437 220 590 1408516 955 906 332 266 574 516 469 398 133 1407561 111606 23975 20608 18965 is_linear=0 shrinkage=0.03 Tree=537 num_leaves=31 num_cat=0 split_feature=1 1 2 3 0 0 2 2 2 0 0 1 2 2 0 3 1 1 2 0 2 2 0 2 0 2 0 0 0 2 split_gain=3.78548 3.13646 5.19434 2.94541 2.33459 16.5048 19.0552 16.0671 15.282 53.8257 17.8278 17.3144 15.7469 23.4972 36.1137 20.8683 17.3546 16.5718 14.5027 23.9379 13.818 12.9907 29.5435 27.431 18.1207 14.8027 24.0364 23.7475 16.3801 23.3517 threshold=-52.499999999999993 -69.499999999999986 12367.713378906252 6.4175000190734872 58.500000000000007 59.500000000000007 259.04246520996099 192.42346954345706 674.87377929687511 65.500000000000014 82.500000000000014 2.5000000000000004 3673.2597656250005 7836.1462402343759 77.500000000000014 12.393000125885012 -11.499999999999998 -5.4999999999999991 563.99078369140636 61.500000000000007 525.85342407226574 6368.3278808593759 61.500000000000007 4165.5986328125009 64.500000000000014 3912.428344726563 65.500000000000014 69.500000000000014 73.500000000000014 5561.5637207031259 decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 7 -7 9 11 -11 18 15 14 21 17 -15 -10 20 -20 -8 22 23 -14 -23 26 -24 -28 29 -27 right_child=4 -3 3 -5 5 6 8 -9 12 10 -12 -13 13 16 -16 -17 -18 -19 19 -21 -22 24 25 -25 -26 28 27 -29 -30 -31 leaf_value=-0.050720224871949014 -4.3491021827167514e-07 0.014162645216850045 0.033672788668245635 -0.0023859388117067658 -0.0025068182823157611 0.00060725411012206392 0.0044390573765696779 -0.0036514188356651955 -0.0088611508285536857 -0.0003895911381950297 0.0068088312184263686 0.013394010803884809 0.017944052273774238 0.014297369907316866 -0.0028123990911743946 0.0063870421267111857 -0.00045546327904359571 -0.0011303388940611515 -0.0050731094612169996 0.026886603243179954 -0.014188609718146037 -0.0037360627688875709 -0.0066908234277272185 -0.0042658597329549106 0.00749536516611539 0.0019435347832168534 0.013052570854001714 -0.0095085513498704109 -0.0020084593748839032 0.0087631698096046172 leaf_weight=1.7673086524009729 274788.85062144988 30.539472698234022 2.4592858813703051 11.923218089388682 2695.6605574712157 1207.5944553315639 1394.7651067823172 2346.8099749907851 255.26725570857525 6120.5068836510181 326.14600542187691 239.08244790136814 186.34882141649723 72.088569454848766 1334.8713398724794 326.65795290842652 15928.535520344973 11146.6015509516 31.832057014107704 62.516088232398033 36.785529837012291 152.72216233611107 437.03681968152523 68.425863742828369 842.45304270088673 2942.0044532120228 133.84587481617928 61.183274686336517 710.33361442387104 533.9059374332428 leaf_count=17 1200402 537 26 463 11366 5358 5757 10133 1137 25984 1449 1077 758 479 5533 1472 67230 47369 132 256 152 622 1776 279 3476 12008 543 248 2892 2194 internal_value=-3.33965e-05 0.00850826 -0.00218426 0.0037798 -3.4626e-05 -0.000224071 -9.28611e-05 -0.00220455 8.03075e-05 0.00124547 -2.5412e-05 0.00588739 -0.000192031 0.000257589 0.00165507 -0.00108923 -0.000388996 -0.00130342 0.00471123 0.0161037 0.0039604 0.00263781 0.00202303 0.011979 0.00577176 0.00149659 -0.00278273 0.00597484 0.00214271 0.00299104 internal_weight=324430 46.6893 16.1498 14.3825 324383 49594 46898.3 3554.4 43343.9 8211.63 6446.65 1764.98 35132.3 23403.8 7403.13 11728.5 16000.6 11401.9 1525.9 94.3481 1431.55 6068.26 5073.08 254.775 995.175 4818.31 632.066 195.029 4186.24 3475.91 internal_count=1411125 1043 506 489 1410082 209680 198314 15491 182823 34807 27433 7374 148016 98038 30329 49978 67709 48506 6297 388 5909 24796 20698 1037 4098 19661 2567 791 17094 14202 is_linear=0 shrinkage=0.03 Tree=538 num_leaves=31 num_cat=0 split_feature=1 1 2 3 2 1 2 3 0 2 2 0 0 0 1 1 2 2 0 2 2 2 0 2 2 0 0 2 2 2 split_gain=3.58982 3.00062 4.70536 2.85089 2.30345 2.20639 18.7763 19.1482 17.2281 6.7657 4.45009 3.82008 3.68383 3.08996 2.98439 2.63572 3.81117 4.54317 4.78173 3.49142 2.58494 4.57153 6.74706 3.31238 2.35574 2.21595 15.4656 17.9197 15.1309 14.4033 threshold=-52.499999999999993 -69.499999999999986 12367.713378906252 6.4175000190734872 71819.058593750015 -36.499999999999993 2848.0100097656255 7.7119998931884775 9.5000000000000018 2225.1726074218755 18300.850585937504 6.5000000000000009 2.5000000000000004 28.500000000000004 -47.499999999999993 -31.499999999999996 1148.0775146484377 20654.361328125004 17.500000000000004 45446.361328125007 2272.6494140625005 2661.5908203125005 40.500000000000007 13771.215820312502 1896.9642333984377 58.500000000000007 59.500000000000007 259.04246520996099 192.42346954345706 674.87377929687511 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 14 11 13 -10 12 -9 -2 -8 16 -7 20 19 -19 -18 -22 23 -23 -15 -17 -27 28 -28 -29 right_child=5 -3 3 4 -6 15 7 8 10 -11 -12 -13 -14 24 -16 25 17 18 -20 -21 21 22 -24 -25 -26 26 27 29 -30 -31 leaf_value=-0.047328506743401423 0.0011279247593477925 0.01390282735177624 0.033551843200984387 -0.0097296029434849659 0.021077032859582359 0.024080874201571827 -0.0037346679578935723 0.014258926041677613 -0.05144172479828913 -0.040208854461824081 -0.020543642507238249 0.0085629890240794104 -0.013906691908985296 -0.026714080026700244 0.013563587051061747 -1.2399078441126181e-07 -0.014200306473341553 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34807 10133 147976 internal_value=-3.2394e-05 0.00831505 -0.00210976 0.0036791 -0.00230971 -3.3587e-05 -0.00323609 0.00194301 -0.0103132 -0.0200982 -0.0364529 -0.00113588 -0.00854581 -0.013439 0.0114415 -3.16755e-05 0.00404954 0.00284667 0.0114922 0.00480614 -0.000675138 0.00112749 -0.00127347 0.00282206 -0.0190281 -3.34684e-05 -0.000218045 -9.10496e-05 -0.00213927 7.68805e-05 internal_weight=324426 46.3603 16.178 14.3419 11.9469 324380 193.502 148.034 64.6342 45.4679 16.7955 47.8387 27.1194 34.1574 83.4 324186 142.355 134.291 38.8704 27.6901 95.4207 84.1987 75.3139 62.3441 24.6858 324044 49582.5 46888.7 3553.02 43335.7 internal_count=1411125 1043 506 489 463 1410082 1566 1293 703 273 103 600 437 213 590 1408516 955 906 332 266 574 516 469 398 127 1407561 209631 198274 15491 182783 is_linear=0 shrinkage=0.03 Tree=539 num_leaves=31 num_cat=0 split_feature=1 0 2 3 1 3 2 0 0 3 3 0 0 1 2 0 0 2 2 2 1 1 0 0 3 2 2 3 0 0 split_gain=3.40476 2.91465 3.0294 8.77243 4.84868 3.38114 2.08512 8.30198 13.8599 8.28622 12.9425 11.214 10.2024 6.75763 6.63231 8.36153 6.27205 19.5698 10.1477 10.8049 10.1534 6.11644 5.88713 12.2506 5.87644 6.97395 5.74537 40.451 25.9013 26.1316 threshold=-52.499999999999993 16.500000000000004 71819.058593750015 8.545499801635744 -56.499999999999993 8.545499801635744 75237.886718750015 21.500000000000004 24.500000000000004 1.532000005245209 1.7404999732971194 61.500000000000007 44.500000000000007 3.5000000000000004 83842.167968750015 49.500000000000007 2.5000000000000004 99992.636718750015 83842.167968750015 79002.019531250015 -8.4999999999999982 -9.4999999999999982 3.5000000000000004 5.5000000000000009 1.9854999780654909 99992.636718750015 36319.728515625007 1.8174999952316286 6.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 -1 26 16 -9 12 11 -11 -10 14 -14 -16 17 18 19 -8 -20 22 -18 -24 25 -12 -2 -28 29 -29 right_child=6 -3 3 -5 -6 -7 7 8 9 10 24 -13 13 -15 15 -17 21 -19 20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=0.01221121192925608 -4.5003305328228991e-05 0.023542584665403127 -0.073147442383212621 0.027991668365106175 0.022882088638587521 -0.014597384926794053 -0.011889629805516742 0.0042712365700771785 -0.012334036869695557 0.0020898451033419555 -0.016573467512034305 0.01794668843913029 -0.011855511997237183 -0.020394820295099984 0.010754470121115304 -0.0018901213509689371 -0.013156626905077956 0.0018782042017137211 -0.029422949117314655 0.008620345308126616 -0.0035470251350654667 -0.0010100295353116858 0.018602321160205933 0.0014645631857560391 0.0003315677054814466 -0.0017335276360151131 0.0044247946207518381 -0.0011073019836787064 -0.00080324333320222962 0.0033838658986221882 leaf_weight=5.805756498128182 282936.39958659303 8.9033613801002485 0.84708300977945228 8.6886930030304921 6.147129143588244 15.640438712202011 28.810104494914412 833.86995975673199 101.19799838960171 96.57707691192627 39.609503045678139 68.686913192272186 36.9357730448246 15.598293051123617 66.895418852567673 158.79294346272945 17.123427476733923 2632.7720491057262 13.840119292959569 116.98795552179217 982.14816301129758 13485.753919161856 47.614837154746056 177.41070663928986 3980.6685006916523 101.62321295589209 2096.3478421121836 1815.0631231628358 11268.059001516551 3260.4557972699404 leaf_count=75 1215058 94 10 585 87 192 202 3374 465 424 164 349 153 71 282 672 180 24654 122 628 4522 56636 327 802 17597 434 8728 11064 46204 16970 internal_value=-3.14194e-05 0.00812692 0.00443033 0.0190073 -0.000607213 -0.00733996 -3.25772e-05 -0.000307888 0.000708761 7.21837e-05 0.000448259 0.00868026 -0.00417719 -0.00121029 -7.08452e-05 0.00185781 -0.000627387 0.000455655 -0.00282451 0.00456752 -0.00390659 -0.000925176 0.00380051 0.00509087 0.000118205 -0.00589547 -1.15637e-05 0.000501522 -1.70532e-06 0.00177777 internal_weight=324425 46.0325 37.1291 9.53578 27.5933 21.4462 324379 23002.9 5500.46 4666.59 4287.17 165.264 379.42 278.222 262.624 225.688 17502.5 3774.56 1141.79 145.798 995.988 13727.9 242.149 225.026 4121.9 141.233 301376 18439.9 16343.6 5075.52 internal_count=1411125 1043 949 595 354 267 1410082 112058 23985 20611 18968 773 1643 1178 1107 954 88073 30128 5474 830 4644 57945 1309 1129 18195 598 1298024 82966 74238 28034 is_linear=0 shrinkage=0.03 Tree=540 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 3 2 0 1 2 1 3 0 0 0 1 2 1 0 1 3 2 2 2 2 2 3 2 1 split_gain=3.25458 2.79429 2.94053 2.73283 2.64103 15.7642 11.7557 12.7416 9.13384 8.12133 10.647 5.88816 5.46179 4.43744 4.1567 5.58997 3.83057 9.8654 3.74753 2.47416 2.88102 2.42502 7.07375 24.8623 45.8748 17.1252 21.1107 23.2179 16.9977 16.9068 threshold=36.500000000000007 41.500000000000007 10798.300781250002 42.500000000000007 -36.499999999999993 3290.9838867187505 7.0125000476837167 24156.202148437504 19.500000000000004 -46.499999999999993 15706.645507812502 -49.499999999999993 8.545499801635744 7.5000000000000009 38.500000000000007 50.500000000000007 -63.499999999999993 99992.636718750015 -54.499999999999993 10.500000000000002 -57.499999999999993 1.1054999828338625 1896.9642333984377 1148.0775146484377 855.65197753906261 525.85342407226574 503.44865417480474 1.0619999766349795 1494.5967407226565 -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=4 2 -2 -3 5 8 11 9 -1 19 -11 -7 -12 16 -10 -16 17 -9 -18 20 -8 22 23 24 25 26 -6 -28 -25 -30 right_child=1 3 -4 -5 21 6 7 13 14 10 12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 28 -26 -27 27 -29 29 -31 leaf_value=0.0089956207419910443 0.0030496761735402042 -0.011444221856334503 0.018127461490453901 0.0017064121844409105 0.00015641019918215935 -0.0070223167534691601 -0.025998367796893646 -0.04220529522435932 -0.038081184149471752 -0.0035190625757248592 -0.022859207888822407 0.013041394882217559 -0.05612538091591282 0.017712114653715031 -0.0026830799743009547 -0.028872420257140815 0.022825003593392269 0.030914658523962427 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internal_value=3.51374e-05 0.00189655 0.00883136 0.00146646 3.02886e-05 -0.00310627 0.000907968 -0.00582979 -0.0177457 -0.0180503 -0.0276051 0.00919556 -0.0415619 0.00314919 -0.0236625 -0.0175637 -0.00140291 -0.0203688 0.00255754 -0.00076823 -0.010368 3.26298e-05 -0.000238293 0.000358332 -0.000285978 0.000253705 -6.23262e-05 -0.0108958 0.00357543 0.00241883 internal_weight=324535 843.182 49.2394 793.942 323692 241.428 189.473 104.508 51.9548 44.2642 28.5047 84.9646 18.0471 60.2442 42.5419 29.8963 45.8975 7.92861 37.9689 15.7595 9.53837 323450 27231.5 10795 8993.8 8457.22 8017.82 158.682 1801.25 1556.15 internal_count=1411829 3827 207 3620 1408002 2628 2296 1631 332 373 193 665 116 1258 233 151 1139 439 700 180 106 1405374 121936 46917 39320 36616 34696 733 7597 6556 is_linear=0 shrinkage=0.03 Tree=541 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 2 3 2 0 1 2 1 3 0 0 0 1 2 1 0 1 1 1 0 2 0 1 0 0 0 split_gain=3.06265 2.63386 2.78257 2.57099 2.47641 14.7183 11.0843 11.8417 8.47116 7.43797 9.60766 5.59479 4.80252 4.22831 3.6833 5.2027 3.54655 9.05885 3.60316 2.33321 2.64844 2.32185 5.13737 7.90788 3.8776 9.72123 3.59418 4.33117 3.94237 5.6486 threshold=36.500000000000007 41.500000000000007 10798.300781250002 42.500000000000007 -36.499999999999993 3290.9838867187505 7.0125000476837167 24156.202148437504 19.500000000000004 -46.499999999999993 15706.645507812502 -49.499999999999993 8.545499801635744 7.5000000000000009 38.500000000000007 50.500000000000007 -63.499999999999993 99992.636718750015 -54.499999999999993 10.500000000000002 -57.499999999999993 79.500000000000014 75.500000000000014 84.500000000000014 43864.599609375007 92.500000000000014 73.500000000000014 88.500000000000014 65.500000000000014 66.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 8 11 9 -1 19 -11 -7 -12 16 -10 -16 17 -9 -18 20 -8 22 26 -24 -23 -26 27 28 -5 -30 right_child=1 3 -4 21 -6 6 7 13 14 10 12 -13 -14 -15 15 -17 18 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 29 -31 leaf_value=0.0087855709669192993 0.0029581268446340573 -0.011098884080976836 0.017639423250276603 0.0010734929910061186 3.1650497137654939e-05 -0.0067733115316870795 -0.024705849800721404 -0.039557322920789367 -0.036111056675410071 -0.0034056730351212337 -0.021875043914255141 0.012755775602763015 -0.052740981140828029 0.017385227774729943 -0.0025987507834083399 -0.02781804828881496 0.022603829665773088 0.030887693138109056 -0.0017680274654643946 0.013687525931472218 0.0068514626629613178 -0.016715337372951559 0.00071266380653379167 0.037658676381681896 0.034923431229939197 -0.011434818101392557 -0.012146295611278184 -0.0075165617554541105 0.024571132515236838 0.0047291960907382231 leaf_weight=9.3497444279491884 30.358808487653732 14.488937616348265 18.822371453046799 482.80073142051697 323447.3051233571 16.3768573962152 5.1261911392211905 5.7520238049328309 12.930962696671484 10.481212562881412 8.0068802312016505 68.118383738910779 10.468395967036484 14.180482879281042 12.928222224116327 17.099970832467079 6.6145731599535749 2.2997898545581847 31.262584073469046 6.1514440029859534 4.4898888217285267 16.094329908490181 12.177017480134966 9.1181895285844785 5.9798053503036526 12.754202389158307 16.766122490167618 41.322427831590176 13.984875306487082 168.41866202652454 leaf_count=99 129 61 78 2039 1405374 183 54 75 82 77 50 482 66 119 78 73 209 364 491 74 52 96 61 57 28 228 73 215 59 703 internal_value=3.40859e-05 0.00183988 0.00857688 0.00142254 2.93825e-05 -0.00300652 0.000885253 -0.00563154 -0.0170926 -0.0173206 -0.0263485 0.00897065 -0.0393642 0.00306562 -0.0227247 -0.0169602 -0.00135553 -0.0194365 0.00248808 -0.000741179 -0.00997128 0.0016553 0.00200943 0.0165322 -0.00591555 0.00336251 0.00158185 0.00190763 0.00249306 0.00625048 internal_weight=324532 843.086 49.1812 793.905 323689 241.638 189.329 104.833 52.3089 44.724 28.9565 84.4952 18.4753 60.1095 42.9592 30.0282 45.929 8.05181 37.8772 15.7675 9.61608 779.416 744.588 21.2952 34.8283 18.734 723.293 706.527 665.204 182.404 internal_count=1411829 3827 207 3620 1408002 2628 2296 1631 332 373 193 665 116 1258 233 151 1139 439 700 180 106 3559 3207 118 352 256 3089 3016 2801 762 is_linear=0 shrinkage=0.03 Tree=542 num_leaves=31 num_cat=0 split_feature=1 2 2 1 2 0 2 2 2 2 2 0 3 3 1 0 1 1 1 0 0 0 0 0 1 2 2 0 1 0 split_gain=2.88448 2.63255 6.48571 13.1721 6.19099 5.51357 10.9721 8.10971 10.6129 12.3906 8.12369 6.86112 5.83186 12.8561 3.66714 7.72988 4.5168 7.84329 7.79755 6.03814 5.57687 3.31542 3.30305 8.95516 7.36346 4.54723 7.97555 8.19079 3.63253 3.18806 threshold=36.500000000000007 674.87377929687511 2078.127319335938 44.500000000000007 182.51656341552737 56.500000000000007 3008.5642089843755 2848.0100097656255 10057.160644531252 7303.1936035156259 24156.202148437504 46.500000000000007 1.1980000138282778 1.247500002384186 45.500000000000007 79.500000000000014 58.500000000000007 59.500000000000007 56.500000000000007 63.500000000000007 77.500000000000014 49.500000000000007 76.500000000000014 74.500000000000014 79.500000000000014 14697.978027343752 4911.6706542968759 71.500000000000014 75.500000000000014 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 -3 -2 7 -7 11 9 12 -10 -4 -9 -14 15 -8 18 -18 20 -19 -16 -13 23 25 28 26 -21 -28 -24 -11 right_child=1 2 5 -5 -6 6 14 8 10 29 -12 21 13 -15 16 -17 17 19 -20 22 -22 -23 24 -25 -26 -27 27 -29 -30 -31 leaf_value=2.8503668067447677e-05 -0.0035973502604607121 -0.023088755576579377 0.026288424474991138 0.0076718275227929279 0.020990475728921907 -0.01831877921587239 0.012300162485072064 0.013323427603179181 0.012758567831769837 -0.034918161470129196 -0.009552739375219995 -0.0025319269086006998 -0.031066031555808601 0.0030688519683118864 0.0027948451455719441 -0.0047312972604639366 0.024211269028820197 -0.018729512552567301 -0.018928848540685345 0.012729878105936406 -0.016108347193321812 0.010958159674996899 0.0075765193134408699 -0.023695414555843404 -0.0048516960460245166 0.019280184383698298 -0.027008673968439988 0.0062327495820279702 0.024009875573444049 -0.012908587585954237 leaf_weight=323688.91950833041 17.166684597730637 27.327686622738838 22.634497374296188 23.1354955509305 19.900622770190239 27.722294211387634 65.557835251092911 22.700460076332092 79.031788021326065 12.207399293780329 18.040024653077126 21.269288882613182 12.843534931540487 43.776684269309044 73.952204421162605 37.818977251648903 13.785378187894819 13.290837988257406 27.854685142636299 20.404588952660561 17.339807257056236 71.569412857294083 36.707951977849007 14.303241670131682 33.547114986460656 11.957677736878393 14.901033312082292 12.079197585582731 18.062929384410381 11.505612522363661 leaf_count=1408002 79 127 93 99 93 118 276 103 324 55 77 88 53 180 310 184 58 55 115 85 81 297 165 59 343 50 60 50 101 49 internal_value=3.30664e-05 0.00178627 0.00142647 -0.00898617 0.00960331 0.00212256 -5.05535e-05 0.00514755 0.00149428 -0.00521176 0.00861219 0.0114784 0.000476476 -0.00467419 0.00117997 0.00606944 -0.000460137 0.00242319 -0.00503487 0.000709358 -0.000795586 0.00786759 0.00230452 -0.00238707 0.0062167 0.00274885 -0.00142287 -0.0121263 0.0129961 -0.0242391 internal_weight=324531 842.395 805.328 50.4632 37.0673 754.864 439.286 315.579 200.106 103.034 97.0718 115.473 79.3207 56.6202 411.563 103.377 308.187 189.04 119.147 175.255 91.292 92.8387 161.964 73.6457 88.318 59.3425 47.3848 26.9802 54.7709 23.713 internal_count=1411829 3827 3655 226 172 3429 2110 1319 841 440 401 478 336 233 1992 460 1532 1026 506 968 391 385 913 304 609 245 195 110 266 104 is_linear=0 shrinkage=0.03 Tree=543 num_leaves=31 num_cat=0 split_feature=1 0 2 0 3 2 2 2 2 2 2 3 2 2 0 1 1 2 0 1 0 2 1 2 3 1 0 2 1 1 split_gain=2.71765 2.47958 2.53875 2.45628 2.35325 6.67176 22.9219 43.2966 16.2958 16.1022 19.9259 21.9292 15.6813 15.3858 14.6796 13.7057 13.4199 10.7934 11.1748 9.77472 9.68856 9.37215 11.3319 10.6962 24.6423 9.45354 7.58393 10.7405 21.543 13.5442 threshold=36.500000000000007 41.500000000000007 10798.300781250002 42.500000000000007 1.1054999828338625 1896.9642333984377 1148.0775146484377 855.65197753906261 1494.5967407226565 525.85342407226574 503.44865417480474 1.0619999766349795 2134.5515136718755 715.63015747070324 49.500000000000007 3.5000000000000004 -5.4999999999999991 930.90408325195324 50.500000000000007 -25.499999999999996 50.500000000000007 1384.018249511719 1.0000000180025095e-35 1266.0092773437502 1.0205000042915346 -1.4999999999999998 48.500000000000007 1957.453552246094 1.0000000180025095e-35 -3.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 2 -2 -3 5 6 7 9 15 10 -1 14 26 -11 -12 21 19 18 -9 -10 -15 23 -23 25 -25 -8 27 28 -7 -29 right_child=1 3 -4 -5 -6 12 8 17 16 13 11 -13 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31 leaf_value=0.00014991057047708826 0.0029135930599474753 -0.010912516386403637 0.016959453224949617 0.001557578061706477 5.2168989313618358e-05 -0.018897160791215801 -0.0048902610667458718 -0.011926719495341357 -0.015743308369806468 0.011947572656439412 -0.010142128857904498 -0.015965320844601626 -0.00037399442998322795 -0.003683786266755861 0.032215002709895142 0.0389652247083438 0.0015419762551976892 -0.006350795221390414 -0.035088867746589335 0.015491362487084694 0.0090517175747367069 0.033299106356124583 0.0060899338037522554 -0.031568265682832837 0.008041142081062172 0.016094558040325446 -0.0028269139080289601 0.0082077157583782655 0.016476185536604626 -0.016695943194406766 leaf_weight=7859.2756604626775 30.31237056851387 14.480771526694296 18.742495819926262 777.78408507816494 296447.91229173273 26.960629731416702 25.114869505167007 89.286032922565937 9.9461027681827527 201.06983372569084 13.677099764347076 128.57529912889004 15362.377408124506 156.80607712268829 15.952997624874115 14.441840916872023 1454.3377355635166 421.96290884166956 23.728845566511154 96.553727641701698 81.810023605823517 27.42949315905571 27.674395754933357 20.305615141987801 46.524927213788033 83.748930379748344 855.99278639256954 22.921382263302803 36.436350703239441 137.9165305942297 leaf_count=33963 129 61 78 3559 1286003 115 115 491 51 865 71 597 70572 714 65 62 6027 2106 107 504 341 122 114 86 199 344 3552 110 147 559 internal_value=3.20745e-05 0.00173491 0.00828012 0.00132965 2.76486e-05 -0.000239194 0.000340155 -0.000279297 0.0034243 0.00024427 -6.22822e-05 -0.0106035 -0.000619666 0.00583411 0.0126632 0.0106134 0.00229474 -0.00855607 -0.0167899 0.0125743 0.000682608 0.00883931 0.0196341 0.0054537 -0.00399368 0.0112534 -0.00411347 -0.00902474 0.00143308 -0.0131469 internal_weight=324530 841.32 49.0549 792.265 323689 27240.8 10798.2 8992.14 1806.08 8457.17 8017.48 158.205 16442.6 439.686 29.6301 245.24 1560.84 534.978 113.015 106.5 238.616 230.798 55.1039 175.694 66.8305 108.864 1080.23 224.235 63.397 160.838 internal_count=1411829 3827 207 3620 1408002 121999 46944 39320 7624 36616 34696 733 75055 1920 136 1042 6582 2704 598 555 1055 980 236 744 285 459 4483 931 262 669 is_linear=0 shrinkage=0.03 Tree=544 num_leaves=31 num_cat=0 split_feature=1 2 2 1 2 0 2 2 2 2 2 0 0 0 2 3 1 0 1 1 1 0 0 2 2 0 1 1 2 1 split_gain=2.55741 2.474 6.10766 12.4572 5.79041 5.16414 10.3439 7.70513 9.86631 11.766 7.79121 6.51999 5.46737 9.61757 4.08549 3.89968 3.45651 7.29266 4.2544 7.41435 7.3367 5.68812 5.25352 3.48333 3.42774 5.80398 7.21898 6.91842 3.95985 3.61309 threshold=36.500000000000007 674.87377929687511 2078.127319335938 44.500000000000007 182.51656341552737 56.500000000000007 3008.5642089843755 2848.0100097656255 10057.160644531252 7303.1936035156259 15706.645507812502 46.500000000000007 45.500000000000007 43.500000000000007 3118.6667480468755 1.1980000138282778 45.500000000000007 79.500000000000014 58.500000000000007 59.500000000000007 56.500000000000007 65.500000000000014 77.500000000000014 4337.8815917968759 4712.1987304687509 76.500000000000014 79.500000000000014 71.500000000000014 7128.9062500000009 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 4 3 -3 -2 7 -7 11 9 12 15 -4 13 -9 -14 -10 17 -8 20 -20 22 23 -18 -21 -23 27 29 28 -26 -27 right_child=1 2 5 -5 -6 6 16 8 10 -11 -12 -13 14 -15 -16 -17 18 -19 19 21 -22 24 -24 -25 25 26 -28 -29 -30 -31 leaf_value=2.6818485669776151e-05 -0.0035349636490689582 -0.022554669605859105 0.02558758564937031 0.0073951412099946242 0.020222733633732375 -0.017850408469244766 0.011914439722301318 0.0028011372935257753 0.0078594323683882708 -0.023701926253108938 -0.0053624168464736248 0.00759803017697266 -0.0036191933064767924 -0.02690134384699221 0.01812081466870687 0.022393120796134765 0.0026661380922275327 -0.0046380681745304504 0.023539099817629583 -0.00092547039934809654 -0.018411225730036462 0.019479074588991348 -0.015691056680673967 -0.023080349990813483 -0.0070370652539843009 0.0076903733442708674 -0.0046414775671038463 -0.026277710340708669 0.013102312586199909 0.024198292093648197 leaf_weight=323685.58509697719 17.154447630047798 27.18757788836956 22.542269200086594 23.134890973567963 19.994732014834881 27.669504173099995 65.395528480410576 32.418523505330086 42.327174350619316 23.569509029388428 27.220417678356171 92.681400701403618 12.612115666270254 14.069102793931959 20.304758667945862 27.353508517146111 73.901700079441071 37.802975870668888 13.727233424782751 12.302581563591959 27.849431827664375 10.417226016521452 17.318842045962811 13.283041074872015 26.202194765210152 36.428339369595051 33.360915332566947 12.026061207056044 13.220051333308218 17.745426647365093 leaf_count=1408002 79 127 93 99 93 118 276 133 174 104 115 385 51 59 93 112 310 184 58 51 115 45 81 55 107 164 341 50 55 100 internal_value=3.11118e-05 0.00168308 0.00133339 -0.00878576 0.0092521 0.00200897 -9.56363e-05 0.0049388 0.00137692 -0.00508884 0.0082479 0.0111175 0.000436046 -0.00618808 0.00979112 0.0135647 0.00109971 0.00585104 -0.000493391 0.00230829 -0.00493375 0.000642777 -0.000819101 -0.0124274 0.00288112 0.00163705 0.00633706 -0.0063596 -0.000283427 0.0130978 internal_weight=324527 841.221 804.072 50.3225 37.1492 753.75 438.651 315.099 199.875 102.974 96.9011 115.224 79.4045 46.4876 32.9169 69.6807 410.982 103.199 307.783 188.713 119.07 174.986 91.2205 25.5856 149.4 138.983 87.5347 51.4483 39.4222 54.1738 internal_count=1411829 3827 3655 226 172 3429 2110 1319 841 440 401 478 336 192 144 286 1992 460 1532 1026 506 968 391 106 862 817 605 212 162 264 is_linear=0 shrinkage=0.03 Tree=545 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 0 2 0 0 1 0 0 0 3 3 2 2 1 3 0 1 0 3 2 2 2 2 0 2 2 split_gain=3.76813 7.02863 24.1118 19.3137 10.7665 12.9166 10.7367 17.0892 39.8338 12.1653 9.43196 16.1778 9.66482 9.13082 8.71537 29.1395 17.9391 30.3485 20.4131 33.7907 20.9793 18.5508 16.3349 57.161 21.2628 20.9422 17.1328 16.0413 16.0345 15.6297 threshold=65.500000000000014 58311.849609375007 56232.490234375007 58.500000000000007 4.5000000000000009 6.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 -1.4999999999999998 5.5000000000000009 3.5000000000000004 10.500000000000002 10.80550003051758 28.166500091552738 43864.599609375007 35052.082031250007 -7.4999999999999991 1.8174999952316286 6.5000000000000009 3.5000000000000004 7.5000000000000009 14.476500034332277 11270.709472656252 20021.907226562504 3232.175903320313 14697.978027343752 4.5000000000000009 40737.804687500007 3751.9816894531255 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 4 6 -6 7 -3 9 -9 11 -4 13 -12 16 -16 22 -18 20 -20 -19 28 -1 25 26 -24 -25 29 -21 -27 right_child=-2 3 10 -5 5 -7 -8 8 -10 -11 12 -13 -14 -15 15 -17 17 18 19 21 -22 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=0.00010106327114243419 -0.00027200762793638811 0.018999991049097005 0.00061959227384594839 0.007808869673063823 0.020595015179172504 -0.004544727902057369 -0.00026448185204821671 0.0085503101181147404 -0.0018272627803663862 -0.023933454715191978 -0.029723589673180728 0.014360507328264181 0.0037464814881011071 0.0014966516113820401 -0.00021182707220272854 -0.0080555280333278346 -0.0068450587087035804 0.0032858422876005759 0.0035079181904495902 0.0043057778846092012 0.013029811232507521 -0.00025932046144240724 0.0036965839836002154 -0.0034906978705756199 -0.0031778525511552921 -0.0016651368322982845 -0.013014603802376559 -0.0027290026112163379 -0.027328627778418737 0.0066331748241056313 leaf_weight=245560.85962584242 33233.768808761612 28.988574679940939 123.98462089523673 254.01815543323755 18.841866850852966 773.20765519142151 22639.480484106578 11.514763087034224 730.46935600414872 104.92196497321129 15.575840681791304 203.98188959807158 472.02222956717014 18.379744082689285 2653.5710206925869 507.84821851924062 394.4152241460979 1665.606281414628 3055.1527710482478 21.923494771122932 225.82967379689217 5213.7629773318768 1499.8017453104258 281.77777091413736 1959.6146983541548 406.00841268897057 428.52589701116085 1476.3784625381231 42.13604211807251 411.12039173394442 leaf_count=1049430 141009 180 629 1199 77 3225 111713 75 3086 465 64 1355 1926 84 16903 3289 2114 6878 15266 94 938 21112 7356 1296 8926 1938 1944 6689 183 2004 internal_value=3.06327e-05 6.51722e-05 0.000109905 -0.000420447 -0.000506445 -0.00394668 -0.00039057 -0.0036496 -0.00442487 -0.020721 0.00520306 0.00916589 0.00263443 -0.0128245 9.39256e-05 -0.00147183 0.000112773 0.00132065 0.00163564 0.000997011 0.00444923 -0.000456468 6.18798e-05 -0.00142684 -0.00478968 0.000940096 -0.00923647 -0.000862464 -0.0165022 0.00250998 internal_weight=324433 291200 266638 24561.4 24307.4 792.05 23515.4 875.895 846.906 116.437 833.944 327.967 505.978 33.9556 265804 3161.42 262643 10618.8 10224.4 8332.98 1891.44 5277.82 252024 6463.23 2669.92 3793.31 710.304 2293.51 64.0595 817.129 internal_count=1411447 1270438 1150418 120020 118821 3302 115519 3806 3626 540 4058 1984 2074 148 1146360 20192 1126168 46585 44471 36655 7816 21389 1079583 30153 12166 17987 3240 10631 277 3942 is_linear=0 shrinkage=0.03 Tree=546 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 3 2 3 0 1 1 2 2 3 0 2 2 1 2 3 2 3 3 1 2 3 2 1 split_gain=3.5744 26.0351 74.5286 97.0781 56.0029 32.9739 32.4615 21.9295 29.9624 74.1595 60.7108 33.2687 27.11 26.9314 22.8069 32.2452 21.5541 31.0375 38.7653 19.8009 19.4803 39.6043 25.5312 87.9956 39.8577 32.6415 22.9543 22.1253 46.709 41.9421 threshold=5947.2192382812509 2.3904999494552617 12078.030273437502 1.532000005245209 7656.2912597656259 1.1054999828338625 1.0000000180025095e-35 2.6375000476837163 3997.433227539063 1.6674999594688418 50.500000000000007 -4.4999999999999991 1.5000000000000002 4432.1855468750009 3673.2597656250005 2.9229999780654912 69.500000000000014 1320.400329589844 460.37582397460943 2.5000000000000004 10798.300781250002 4.4095001220703134 7128.9062500000009 3.0835000276565556 2.6375000476837163 -3.4999999999999996 9353.3178710937518 4.4095001220703134 20021.907226562504 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=7 2 3 4 5 -2 -5 8 16 10 11 -10 -9 -12 -14 -16 -1 18 -18 -17 21 22 23 -3 26 -25 -24 28 29 -22 right_child=1 20 -4 6 -6 -7 -8 12 9 -11 13 -13 14 -15 15 19 17 -19 -20 -21 27 -23 24 25 -26 -27 -28 -29 -30 -31 leaf_value=0.00022365861084016608 0.0013641329201243555 0.004189758317325854 0.00023747815554188125 -0.0039931626154805101 0.00097165886320691103 -0.0065808708767117214 -0.0093494452046088035 -9.0461958650615487e-05 -0.018629655823889861 0.0028965006807445568 0.010256630501678021 -0.0039318926449584905 -0.0011964550353645552 0.00060418315061409249 0.0020574442633581182 -0.0038224356065446889 -0.0031756098071379951 -0.0084593686135848445 0.0075403268589411369 -0.011988087362022403 -0.0010893156792676705 -0.00069321905069348643 -0.00024762539143566298 0.0077372211381360701 0.0035309040315242893 -0.004522438007098316 -0.021864027584508717 0.00022313995496881927 -0.00028145291974987231 -0.0083385401225202112 leaf_weight=121365.17383680027 635.51210999488831 2747.2846659049392 21643.606969691813 2215.126237899065 5335.0616386085749 1806.6659418791533 1884.7735681831837 55139.831361532211 147.54012614488602 10651.248258821666 350.28366950154305 2288.4570981040597 8273.7347283922136 1011.0423373132944 395.84607031941414 526.80469357967377 1255.7260245829821 618.32445850595832 400.80095568299294 542.49492141604424 1520.4321608319879 7823.4821181213483 89.836027339100838 212.94855922460556 7096.3024644181132 2379.849474966526 87.05557644367218 51992.332735757111 12628.562085077167 1361.5490534752607 leaf_count=524076 2816 11398 89223 9032 22160 7985 7842 239224 608 43913 1466 10445 37424 4244 1587 2164 5397 2692 1674 2237 6208 33523 368 1025 29366 9642 355 246414 51422 5517 internal_value=2.97178e-05 -9.90063e-05 -0.000810415 -0.00271998 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15.4475 8.17924 27.4931 16.8181 28.5349 19.592 21.4167 15.4404 49.9068 27.6321 21.5983 20.1544 21.944 18.3183 21.4798 20.4778 18.9579 threshold=65.500000000000014 58311.849609375007 56232.490234375007 58.500000000000007 4.5000000000000009 6.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 5.5000000000000009 3.5000000000000004 28.166500091552738 43864.599609375007 35052.082031250007 1.0000000180025095e-35 35.500000000000007 -7.4999999999999991 17.333499908447269 14697.978027343752 33836.650390625007 2623.7399902343755 21324.808593750004 2.5000000000000004 3232.175903320313 1.0000000180025095e-35 3178.1462402343755 3061.900268554688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 4 6 -6 7 -3 9 -9 11 12 13 -4 16 -16 20 18 19 -18 -1 23 24 -22 -23 -26 28 -28 29 -25 right_child=-2 3 10 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 -21 21 22 -24 26 25 -27 27 -29 -30 -31 leaf_value=8.7150718987287259e-05 -0.00026129245843521605 0.018502849593536833 0.00059437782028001578 0.0075900438262997989 0.020033706844754161 -0.0044125788425117482 -0.00026110618526484377 -0.0088666094613801798 -0.0017750830760111568 -0.027983283707473178 0.0015130639417654094 0.025331413801473458 -0.0045171410680786336 0.014043672088870531 -0.00020300238138727295 -0.0078227828880789961 -0.0085046086356984508 0.0026908056319498966 0.0036881053360467123 -0.0006453079951607056 -0.0062559201710822698 -0.011523383337084862 -0.020761137640857148 0.0079518054902645713 -0.00089010220411809855 -0.019416692161013448 -0.0025539332077165588 0.0042083952201583778 0.025349527944081324 -0.015773561790833956 leaf_weight=248466.48492391256 33229.869635120034 28.865846203640103 123.97053302824497 253.2747859954834 18.783294841647148 772.724978774786 22639.391806401778 48.067363530397415 730.55253288894892 68.428068995475769 364.97820045053959 46.111772641539574 94.860506683588028 202.25600534304976 2653.619235127233 507.7057841764763 341.63907535746694 5816.8339488953352 853.02883930504322 3603.3546564802527 355.70109727978706 334.25233414769173 118.46669483184814 240.69145806133747 635.72243827953935 63.265754014253616 933.59245252609253 772.58878894150257 52.862250611186028 34.678618788719177 leaf_count=1063071 141009 180 629 1199 77 3225 111713 258 3086 282 1482 191 401 1355 16903 3289 1852 24358 3629 16746 1759 1535 517 1148 2875 266 4687 3317 246 162 internal_value=2.88259e-05 6.1935e-05 0.00010562 -0.000412297 -0.000495681 -0.00383244 -0.000383368 -0.00354342 -0.00429471 -0.0200955 0.00505411 0.0078204 0.00590283 0.00893276 9.01263e-05 -0.00142673 0.000108385 0.00127814 -0.000434496 -0.00132593 5.91143e-05 -0.0019077 -0.0070378 0.000564303 -0.00546435 -0.00256695 0.00175676 0.000508168 0.00824708 0.00496396 internal_weight=324407 291177 266617 24560.1 24306.8 791.508 23515.3 875.914 847.048 116.495 832.177 467.199 421.087 326.227 265784 3161.33 262623 10614.9 4798.02 3944.99 252008 3541.82 1151.71 2390.11 1033.24 698.988 2034.41 1706.18 328.232 275.37 internal_count=1411447 1270438 1150418 120020 118821 3302 115519 3806 3626 540 4058 2576 2385 1984 1146360 20192 1126168 46585 22227 18598 1079583 16512 5193 11319 4676 3141 9560 8004 1556 1310 is_linear=0 shrinkage=0.03 Tree=548 num_leaves=31 num_cat=0 split_feature=2 3 2 3 2 3 1 3 2 3 0 1 1 2 2 3 0 2 2 0 0 1 2 3 2 3 3 1 1 2 split_gain=3.28241 25.1989 69.6494 91.3928 52.7467 31.0919 30.6649 20.5921 28.2454 69.8604 57.1567 31.2035 25.5469 25.3345 21.4908 30.401 20.3532 32.0472 19.18 41.3468 18.6936 18.6844 18.0988 37.2979 24.0289 82.8298 37.4985 30.738 22.0539 21.5893 threshold=5947.2192382812509 2.3904999494552617 12078.030273437502 1.532000005245209 7656.2912597656259 1.1054999828338625 1.0000000180025095e-35 2.6375000476837163 3997.433227539063 1.6674999594688418 50.500000000000007 -4.4999999999999991 1.5000000000000002 4432.1855468750009 3673.2597656250005 2.9229999780654912 67.500000000000014 1320.400329589844 3673.2597656250005 69.500000000000014 68.500000000000014 2.5000000000000004 10798.300781250002 4.4095001220703134 7128.9062500000009 3.0835000276565556 2.6375000476837163 -3.4999999999999996 -3.4999999999999996 9353.3178710937518 decision_type=2 2 2 2 2 2 2 2 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 -5 8 16 10 11 -10 -9 -12 -14 -16 -1 -18 -19 -20 -8 -17 23 24 25 28 29 -27 -3 -26 right_child=1 22 -4 6 -6 -7 20 12 9 -11 13 -13 14 -15 15 21 17 18 19 -21 -22 -23 -24 -25 26 27 -28 -29 -30 -31 leaf_value=0.00023344139017749641 0.0013203084904543447 -0.0053871796718323898 0.00021756949305696093 -0.0038753401818100771 0.00093983746623972858 -0.0063954853188781637 -0.0095866238073732766 -8.8939498287225443e-05 -0.018043612185827378 0.0028099240449484838 0.0099447175649300789 -0.0038198339439443497 -0.0011628728970798628 0.00058341919113938801 0.0019953043636627065 -0.003713855025204966 -0.00024031936573299138 -0.0076801093343141676 0.015621054225946611 -0.01505979329269979 0.0086715846240984461 -0.011649907034088847 -6.5417521108262933e-05 -0.00067343215283292433 -0.00023826473035250899 0.0075276000330159092 0.0034258362920886495 -0.0043864103123554543 0.0048307092060186274 -0.021199577846682902 leaf_weight=119550.57563802355 635.64752327650785 205.48871397972107 21642.359405778348 2215.1864100024104 5335.3800618797541 1804.0430608913302 1830.3058628290892 55140.439725924283 147.77978594601154 10648.147265844047 350.33908733725548 2286.5191058441997 8270.6785409748554 1011.0829573571682 395.85101220011711 526.58381217718124 2921.7222429513931 1002.4560854844749 98.95402829349041 65.831835597753525 51.899539321660995 541.63087910413742 67498.11550529697 7824.2345394669101 89.838806942105293 212.27741042524576 7093.4059043973684 2380.2067830264568 2540.3361561596394 87.093851327896118 leaf_count=516404 2816 1029 89223 9032 22160 7985 7633 239224 608 43913 1466 10445 37424 4244 1587 2164 12418 4348 402 267 209 2237 309561 33523 368 1025 29366 9642 10369 355 internal_value=2.79634e-05 -9.54001e-05 -0.000795361 -0.00264184 -0.000731066 -0.00438518 -0.00626765 0.000101781 0.000308908 0.00156425 -0.00193025 -0.00468332 -0.000339077 0.00299239 -0.00175593 -0.00510617 0.000162256 -0.00191901 -0.00612094 0.00336408 -0.00908318 -0.00773778 0.000171389 0.000953659 0.00196334 0.000434969 0.00308556 -0.00341087 0.00406604 -0.0105563 internal_weight=324404 121446 33514.8 11872.5 7775.07 2439.69 4097.39 202959 138083 14443.9 3795.72 2434.3 64875.2 1361.42 9734.74 1464.07 123640 4088.96 1167.24 164.786 1882.21 1068.21 87931 20432.9 12608.6 5338.31 7270.34 2592.48 2745.82 176.933 internal_count=1411447 534296 139058 49835 32961 10801 16874 877151 594515 60676 16763 11053 282636 5710 43412 5988 533839 17435 5017 669 7842 4401 395238 85677 52154 22065 30089 10667 11398 723 is_linear=0 shrinkage=0.03 Tree=549 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 0 0 0 0 0 3 2 2 2 2 2 1 3 1 0 2 0 3 1 1 1 0 1 2 0 split_gain=3.1984 6.23793 21.6706 20.0301 29.9147 23.959 29.2596 26.8767 17.1431 12.6644 10.2023 30.3052 21.4835 18.7136 16.7726 14.2683 33.6415 18.7076 21.1993 18.1233 29.1992 17.3028 24.8941 14.26 12.9153 12.5513 11.8805 28.2477 15.229 20.486 threshold=65.500000000000014 58311.849609375007 54479.306640625007 2.5000000000000004 1.0000000180025095e-35 15.500000000000002 14.500000000000002 4.5000000000000009 58.500000000000007 18.500000000000004 21.500000000000004 13515.104003906252 11817.106933593752 799.78054809570324 13771.215820312502 35052.082031250007 1.0000000180025095e-35 1.8174999952316286 -7.4999999999999991 6.5000000000000009 47442.083984375007 17.500000000000004 1.7404999732971194 2.5000000000000004 -2.4999999999999996 -20.499999999999996 14.500000000000002 7.5000000000000009 42314.533203125007 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 10 4 -4 6 7 -5 -3 -7 15 12 13 -12 -13 -1 17 -17 25 20 -20 26 23 -23 -15 -19 27 28 -18 -30 right_child=-2 8 3 5 -6 9 -8 -9 -10 -11 11 14 -14 24 -16 16 21 18 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=6.5259632986321758e-05 -0.00025173329550174029 -0.00047935379495857137 0.015078797498810513 0.0097344713633747814 -0.013126679688757359 -0.0080257377436749096 0.025261411783991061 -0.0034358723767730342 0.0073772895390772225 0.0024617902358725339 -0.024698885347192948 -0.018608125783332052 0.017202827698345149 0.0096750033897172964 -0.0028364465902042213 0.0034181623964184248 0.0019041844252672363 0.0037253330647901554 0.0046394413857907563 -0.0021583260473988031 -0.04166280421939407 0.0031415625210356188 -0.00046743424044736875 0.011251531423943488 0.00050122316453649616 -0.012204469248219846 0.010203834045770096 -0.033577430277832665 0.012333386423187442 0.0017465529180067669 leaf_weight=250459.02180136275 33226.14307644777 24306.679393401602 45.279120154678822 526.9487927518785 133.98352562636137 125.53356247395277 81.096433833241463 189.63764700293541 252.54904669523239 593.88795965909958 25.654387917369604 61.906790185719728 73.935123223811388 147.05866135843098 3077.2115420736372 788.19977258145809 874.3531615883112 54.33985697850585 590.2602182328701 2329.5373470336199 12.517641380429266 677.27317914366722 1898.7232707589865 274.10113447904587 2271.7448532301933 246.21690952032804 349.6042282730341 17.71762877702713 392.86415521800518 282.99829079210758 leaf_count=1072254 141009 118821 312 3185 805 506 338 805 1199 2419 151 907 509 1283 17545 3350 3744 361 3420 9474 62 2753 7686 1131 11770 1148 1404 72 1881 1143 internal_value=2.71244e-05 5.89465e-05 0.000101092 0.00348105 -0.00600239 0.00460162 0.00818196 0.00624907 -0.000398562 0.000631797 7.94479e-05 -0.00118084 0.00127053 0.000788645 -0.00314748 0.000106951 0.00129506 -0.000725991 -0.00173637 -0.000958609 0.0036779 0.00299963 0.00151722 0.00547813 0.00105897 -0.0093244 0.00520299 0.00408795 0.00451843 0.00790045 internal_weight=324387 291161 266602 1696.37 179.263 1517.1 797.683 716.586 24559.2 719.422 264905 5657.51 2518.39 2444.46 3139.12 259248 8788.71 4021.07 3232.87 2932.32 602.778 4767.64 2850.1 951.374 2418.8 300.557 1917.54 1567.93 1550.22 675.862 internal_count=1411447 1270438 1150418 8370 1117 7253 4328 3990 120020 2925 1142048 32165 13713 13204 18452 1109883 37629 17815 14465 12956 3482 19814 11570 3884 13053 1509 8244 6840 6768 3024 is_linear=0 shrinkage=0.03 Tree=550 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 2 2 0 1 2 0 3 2 3 2 2 0 2 2 0 1 2 2 3 2 2 2 1 3 split_gain=2.04728 11.8888 15.4181 7.39504 6.688 7.77954 10.4971 6.58912 23.5447 12.2665 10.1219 6.12641 6.01684 11.3267 16.8757 12.0039 12.8133 11.2475 9.07514 16.6423 10.2784 7.87415 7.54967 7.26747 9.38345 7.13303 6.97699 6.30293 6.28359 5.39655 threshold=11.500000000000002 23.500000000000004 7656.2912597656259 18.500000000000004 17.500000000000004 1.247500002384186 2272.6494140625005 12367.713378906252 55.500000000000007 12.500000000000002 17336.302734375004 25.500000000000004 2.1755000352859502 5224.6887207031259 1.4100000262260439 3061.900268554688 2180.0605468750005 60.500000000000007 5224.6887207031259 1384.018249511719 76.500000000000014 15.500000000000002 10537.723632812502 2848.0100097656255 1.469500005245209 684.96466064453136 8007.5161132812509 310.97680664062506 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 2 3 -2 5 6 -3 12 9 10 -9 -11 13 15 26 16 -7 21 19 25 -20 -17 -16 -18 -25 27 -15 -14 -21 -6 right_child=1 4 -4 -5 29 7 -8 8 -10 11 -12 -13 18 14 22 17 23 -19 20 28 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.6969001888642535e-05 -0.012118374973147538 -0.0039475978201624507 0.0063766433881317025 0.00038650075621610803 0.0068135151306486768 -0.002387569730925685 0.0050198517619089089 0.018482863716912452 0.0017440656331262855 0.0063441225681303247 -0.0097300304689414974 -0.017810792529399311 0.024293980218060264 -0.010706576204362774 -0.027160173383532677 0.0031084659456291357 -0.019815335098303664 -0.0066970994380143112 0.010805790734283777 -0.014751228729088725 -0.010093569917699234 0.017595196277316906 -0.0043085912952491034 0.0069565378605885289 -0.025825382638762079 0.024200786990219762 0.021265582507991428 6.1156981785102278e-06 -0.00077641149696488772 -0.00041596164734336111 leaf_weight=318594.988525138 64.355531737208366 215.40945254266262 440.11278592050076 125.68592761456966 95.967931769788265 291.83376640826464 258.42683643102646 17.709106206893921 170.34839748591185 9.9928524047136289 32.354185745120049 173.99802719056606 10.753966227173803 10.813130162656309 50.982625037431717 127.23553451895714 73.688947021961212 79.154282078146935 113.01856581866741 86.604791343212128 26.062929406762123 45.967723280191422 17.470686033368111 24.827664151787758 11.497674882411955 15.871069952845572 14.22231552004814 90.895892083644867 43.503062143921852 2933.3551904698834 leaf_count=1383572 331 1374 1839 603 459 1823 1350 87 705 43 153 852 60 68 295 545 320 372 457 442 113 194 89 108 51 85 74 499 220 13735 internal_value=-2.7027e-05 -0.000591971 0.00329306 -0.00384814 -0.00107753 -0.002418 0.000943183 -0.003453 -0.00674091 -0.0129164 0.000249839 -0.0164989 -0.00228089 -0.00385217 -0.0136198 -0.00245633 -0.00567668 0.00267166 0.000757126 -0.00268708 0.00688939 0.00695321 -0.021328 -0.0144017 -0.00341958 0.00549608 0.0074564 0.00257563 -0.0100786 -0.000186934 internal_weight=324267 5672.12 630.154 190.041 5041.97 2012.64 473.836 1538.81 404.403 234.054 50.0633 183.991 1134.4 747.694 93.4888 654.206 401.848 252.358 386.71 247.629 139.081 173.203 68.4533 110.014 36.3253 117.521 25.0354 101.65 130.108 3029.32 internal_count=1410918 27346 2773 934 24573 10379 2724 7655 1840 1135 240 895 5815 3939 526 3413 2302 1111 1876 1306 570 739 384 479 159 644 142 559 662 14194 is_linear=0 shrinkage=0.03 Tree=551 num_leaves=31 num_cat=0 split_feature=2 3 2 0 1 1 2 2 0 0 0 3 2 3 0 2 3 1 1 1 2 2 1 3 2 3 0 0 2 0 split_gain=1.95093 29.5216 65.3811 65.8689 32.2948 42.712 31.2763 30.6456 25.0296 23.4269 21.8456 21.0141 35.1632 60.2847 65.8704 35.1351 37.3291 34.6952 33.7911 26.0577 22.8108 24.5894 33.1635 26.3799 30.1654 24.5113 22.333 21.7747 40.0629 21.6856 threshold=5947.2192382812509 2.3904999494552617 10270.009765625002 40.500000000000007 -1.4999999999999998 -6.4999999999999991 7475.0764160156259 8374.6435546875018 54.500000000000007 46.500000000000007 38.500000000000007 2.5095000267028813 3673.2597656250005 1.469500005245209 51.500000000000007 1572.3760986328127 12.393000125885012 -2.4999999999999996 -3.4999999999999996 2.5000000000000004 636.29287719726574 394.01574707031256 1.0000000180025095e-35 2.7749999761581425 444.35388183593756 8.545499801635744 43.500000000000007 67.500000000000014 1320.400329589844 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=11 2 3 4 5 -2 9 10 -8 -5 -6 12 27 14 17 20 18 -14 -17 -20 21 22 -13 24 -23 -22 -19 -1 -29 -27 right_child=1 -3 -4 6 7 -7 8 -9 -10 -11 -12 15 13 -15 -16 16 -18 26 19 -21 25 23 -24 -25 -26 29 -28 28 -30 -31 leaf_value=0.00013388776861186316 -0.013639312843572376 0.00016736643950193258 -0.00010330536433215181 -0.0084086938193920682 -0.0021733729367971106 0.0049062403713113134 0.0016523894193815746 -0.012942863080987478 -0.0037771979484694635 -0.0020037918302457519 -0.011642555113333808 0.0028601486072118549 -0.014179616725155412 0.0025063811793047098 0.0041434308601426568 0.0025762304877589054 0.0010007764085912998 0.0035025189173157065 -0.0017568833657531854 -0.0052936396259843253 0.0013389255190321215 -0.0096488618171092066 -0.001149056202559456 -0.0014608690580850464 0.0048937864569720884 0.0026739296654188123 -0.0043230324522944893 -0.00040904044063397408 -0.0080777424495276327 -0.0035387575722061818 leaf_weight=112926.94238922209 160.488878428936 87880.489707489498 24920.017874076962 799.40114705264568 648.53831943869591 368.15576611459255 2796.611469425261 946.99507801234722 1051.3989383727312 1439.4091645404696 331.27480431646109 3906.8301149085164 283.70527218282223 13095.669550903141 1210.5256620943546 1475.6489990130067 5333.1434531621635 388.37671968340874 17842.838466838002 2094.9913500547409 16468.537052541971 145.97339063882828 3538.922845505178 15263.680227823555 1064.5227960348129 697.55585589818656 2118.8197200894356 2402.8980686366558 823.14501641690731 1838.0509840101004 leaf_count=488673 681 395002 102712 3611 2715 1493 11750 3928 4277 6260 1431 16917 1171 53946 5073 7103 26109 1600 74276 9203 71930 619 15649 64954 4475 3384 9964 10216 3582 8214 internal_value=-2.62205e-05 -0.000121379 -0.000879699 -0.00314464 -0.00729231 -0.000723922 -0.00147145 -0.00909443 0.000168853 -0.00429076 -0.0053749 3.06827e-05 0.000251435 0.00152167 -0.00170103 -0.000391521 -0.00124498 -0.004236 -0.0018043 -0.00212851 0.000140282 -0.00047615 0.000954597 -0.0011228 0.00314009 0.000916166 -0.00311082 6.44624e-05 -0.00236576 -0.00182962 internal_weight=324264 121343 33462.3 8542.27 2455.45 528.645 6086.82 1926.81 3848.01 2238.81 979.813 202921 133250 17097.1 4001.43 69670.7 26746.6 2790.9 21413.5 19937.8 42924.1 23919.9 7445.75 16474.2 1210.5 19004.1 2507.2 116153 3226.04 2535.61 internal_count=1410918 533860 138858 36146 10248 2174 25898 8074 16027 9871 4146 877058 574225 71754 17808 302833 116691 12735 90582 83479 186142 102614 32566 70048 5094 83528 11564 502471 13798 11598 is_linear=0 shrinkage=0.03 Tree=552 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 1 2 3 0 3 3 1 0 2 0 0 2 2 1 2 2 0 0 3 0 0 2 1 1 0 split_gain=1.9189 22.5834 16.2478 23.9723 23.493 16.1845 12.4357 24.7612 58.3052 24.4465 29.3197 20.2409 19.564 19.0545 35.8399 40.3409 64.8975 27.5891 23.6361 25.5216 21.3676 26.9567 20.6369 19.2698 17.7893 17.52 16.6434 14.8396 14.819 14.6641 threshold=291.56593322753912 310.97680664062506 1.1980000138282778 49.500000000000007 1.469500005245209 -1.4999999999999998 252.50982666015628 1.5979999899864199 54.500000000000007 2.7749999761581425 3.653500080108643 3.5000000000000004 58.500000000000007 216.75743103027347 40.500000000000007 39.500000000000007 239.406120300293 211.06961059570315 1.0000000180025095e-35 246.96897125244143 207.88987731933597 53.500000000000007 44.500000000000007 1.1980000138282778 39.500000000000007 63.500000000000007 279.21791076660162 4.5000000000000009 13.500000000000002 84.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=6 2 3 -2 5 -4 12 8 -8 -9 -11 -12 13 17 15 -15 -17 20 19 -16 -1 -22 24 -20 -19 -14 27 -10 -25 -27 right_child=1 -3 4 -5 -6 -7 7 9 26 10 11 -13 25 14 18 16 -18 22 23 -21 21 -23 -24 28 -26 29 -28 -29 -30 -31 leaf_value=-0.00010447249885531578 -0.010686982382270708 -2.6881789930282344e-05 0.030796201899476142 0.01099623199806998 0.002284455019517938 0.0088313044831105029 -0.0023856506538339284 -0.0032439640928334781 0.0049508049046155054 0.021555408892312219 -0.00043480451562963259 0.031997652203956457 -0.0035227913274439807 0.00069551245073220386 5.0274554435940721e-05 -0.021057114249427383 0.037752430312772069 -0.0065421731632413797 -0.0013365865697375456 0.017054886311851397 0.0024113790512775932 0.016894193869482706 0.00025240853951589753 0.0098526007344395174 -0.021010299002087476 0.00089079311160521516 0.018783742199422648 0.022716009719499126 -0.014755043668490829 -0.033048790572624595 leaf_weight=22814.590468849987 177.88019663095474 278853.18769371812 35.800792619585991 61.842322215437889 2923.5823914855719 192.69465494155884 1224.4081869423389 4400.0203557759523 513.50235296785831 70.53064838051796 451.20479203015566 18.009909644722939 2468.7085971832275 4244.5140487253666 945.52089962363243 147.85439097881317 19.06551493704319 436.59667490422726 180.70085839927197 86.721493199467659 756.00647127628326 136.55800652503967 357.55290852487087 985.04779948294163 92.729942038655281 1449.0266669690609 118.67071199417114 46.118490159511566 22.529087349772453 11.548664934933184 leaf_count=98284 838 1216427 154 259 12349 796 5441 18572 2106 298 2010 84 10736 17867 3914 639 78 1865 744 358 3206 567 1500 4093 419 6420 494 207 134 59 internal_value=-2.54381e-05 2.71404e-06 0.0024359 -0.00509326 0.00300851 0.0122728 -0.000214634 -0.00138476 0.00152307 -0.0025048 0.00352093 0.000810053 1.31132e-05 0.000264159 0.00169127 0.000126602 -0.0143399 -0.00012067 0.00479973 0.00147888 7.36722e-05 0.00462718 -0.00531563 0.00768452 -0.00907677 -0.00198195 0.00857884 0.00641484 0.00930238 0.000622435 internal_weight=324243 282245 3391.8 239.723 3152.08 228.495 41997.7 6842.47 1902.7 4939.77 539.745 469.215 35155.3 31226 6631.95 4411.43 166.92 24594 2220.52 1032.24 23707.2 892.564 886.88 1188.28 529.327 3929.28 678.292 559.621 1007.58 1460.58 internal_count=1410918 1230823 14396 1097 13299 950 180095 29212 8248 20964 2392 2094 150883 133668 27827 18584 717 105841 9243 4272 102057 3773 3784 4971 2284 17215 2807 2313 4227 6479 is_linear=0 shrinkage=0.03 Tree=553 num_leaves=31 num_cat=0 split_feature=1 0 2 0 1 3 2 2 0 1 2 3 2 3 2 2 0 2 2 0 1 2 2 3 2 2 1 2 2 3 split_gain=1.87624 11.2353 14.3352 6.97795 6.27748 7.30239 9.88868 6.28298 22.3095 11.6846 9.4877 5.77528 10.6228 16.0442 11.2138 12.1613 10.5741 8.45014 15.4958 9.67279 7.38388 7.25621 6.90386 8.88973 6.57958 6.48744 5.97618 5.80168 5.27478 5.18197 threshold=11.500000000000002 23.500000000000004 7656.2912597656259 18.500000000000004 17.500000000000004 1.247500002384186 2272.6494140625005 12367.713378906252 55.500000000000007 12.500000000000002 17336.302734375004 2.1755000352859502 5224.6887207031259 1.4100000262260439 3061.900268554688 2180.0605468750005 60.500000000000007 5224.6887207031259 1384.018249511719 76.500000000000014 15.500000000000002 10537.723632812502 2848.0100097656255 1.469500005245209 684.96466064453136 8007.5161132812509 14.500000000000002 310.97680664062506 2848.0100097656255 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 -2 5 6 -3 11 9 10 -9 12 14 25 15 -7 20 18 24 -19 -16 -15 -17 -24 27 -14 -20 -13 -8 -6 right_child=1 4 -4 -5 29 7 28 8 -10 -11 -12 17 13 21 16 22 -18 19 26 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.5052787502767853e-05 -0.011745952491396369 -0.0038378963277002176 0.0061868801538209417 0.0004254473612420491 -0.0017889746045133593 -0.0023049378532701862 0.011200433235614274 0.017793636345897042 0.0016915432499232945 -0.016113442908114534 -0.0094719844500302831 0.02318739022999244 -0.010404664440826701 -0.026651756747470796 0.0029830147908198345 -0.019326133225212601 -0.0065348931718501218 0.010490991023477657 -0.014303882001104846 -0.0098035146999700083 0.016998165034550684 -0.0041837049068015122 0.006732726549801886 -0.02525060883375406 0.023161607213479866 0.020427575246084767 -0.00064700562713798594 2.3486339212498793e-05 0.0019712388117481367 0.0007789889842006448 leaf_weight=318572.92651727004 63.979699552059174 214.97221487015486 439.71004875004292 125.64235284924507 1125.4981847256422 291.31119439005852 81.224629148840904 17.844047829508781 170.34369400888681 182.74284140765667 32.236569866538048 10.898509606719015 10.732740551233293 50.126741863787174 127.30981330573559 73.305681839585304 78.993621006608009 113.04943270981312 85.899854242801666 25.997423216700554 46.077239394187927 17.436661526560783 24.870886564254761 11.409415155649183 16.067774742841721 14.35914760828018 43.411902204155922 90.867549642920494 177.59289056062698 1903.0417327312753 leaf_count=1383572 331 1374 1839 603 5501 1823 329 87 705 895 153 60 68 295 545 320 372 457 442 113 194 89 108 51 85 74 220 499 1021 8693 internal_value=-2.46778e-05 -0.000565759 0.00321354 -0.00368126 -0.00103789 -0.00233812 0.000917681 -0.00334286 -0.00655883 -0.0125952 0.000242932 -0.0021976 -0.00373934 -0.0132455 -0.00239107 -0.00550968 0.00256272 0.000780292 -0.00254826 0.00669655 0.00670751 -0.0208532 -0.0140288 -0.00332538 0.00532103 0.00723947 -0.00971906 0.0025042 0.00486763 -0.000175345 internal_weight=324240 5666.95 629.332 189.622 5037.62 2009.08 473.79 1535.29 403.167 232.823 50.0806 1132.13 745.933 92.6553 653.278 400.897 252.381 386.192 247.146 139.047 173.387 67.5634 109.586 36.2803 117.834 25.0919 129.312 101.766 258.818 3028.54 internal_count=1410918 27346 2773 934 24573 10379 2724 7655 1840 1135 240 5815 3939 526 3413 2302 1111 1876 1306 570 739 384 479 159 644 142 662 559 1350 14194 is_linear=0 shrinkage=0.03 Tree=554 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 0 2 1 1 1 1 1 2 2 1 2 0 2 2 3 2 1 0 0 2 0 0 2 1 3 split_gain=1.86733 8.84048 16.1304 21.13 12.9465 5.50909 3.86612 6.11234 5.64575 4.23407 3.42556 3.20489 4.90969 3.98213 3.1955 3.17846 4.9279 8.51696 3.9102 4.08174 3.46997 2.62602 7.70913 12.3955 8.6712 8.93661 8.01881 8.12455 6.89388 6.04719 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 18871.722656250004 7.5000000000000009 71819.058593750015 -47.499999999999993 -40.499999999999993 -61.499999999999993 -45.499999999999993 -31.499999999999996 1148.0775146484377 2272.6494140625005 -37.499999999999993 13771.215820312502 35.500000000000007 3061.900268554688 45446.361328125007 4.7190001010894784 28435.229492187504 -24.499999999999996 12.500000000000002 20.500000000000004 6514.3598632812509 22.500000000000004 58.500000000000007 2902.4506835937505 -30.499999999999996 12.393000125885012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 10 5 -5 6 9 -8 -9 -4 -3 12 -2 -14 -12 16 -15 -18 19 -17 -21 22 28 -24 26 -26 -25 -28 -13 -30 right_child=11 2 3 4 -6 -7 7 8 -10 -11 14 21 13 15 -16 18 17 -19 -20 20 -22 -23 23 24 25 -27 27 -29 29 -31 leaf_value=-0.013138552356005142 0.025592550197867246 0.0011020837174666215 -0.031290263121988744 -0.049571070601690963 -0.0054308819491270715 0.013407581288678116 0.022420000101182131 -0.031506110705681378 0.012105576095029933 -0.0055346200550995166 0.016511327466367694 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37.567188138607889 leaf_count=348 57 299 89 99 80 178 664 99 80 305 358 84 61 295 62 56 69 91 200 80 58 1404719 479 716 99 376 51 63 281 422 internal_value=-2.39414e-05 -0.00263751 0.00044439 -0.00793067 -0.0318506 9.34368e-05 -0.00492599 0.00532395 -0.010364 -0.0112265 0.00956434 -2.19582e-05 0.00444226 0.00299812 0.0135685 0.00459291 0.00845854 -0.00102495 -0.00139677 -0.0083979 -0.0156938 -2.39524e-05 -0.00239387 -0.00457229 -0.000842338 0.00688776 -0.00519418 -0.020762 0.00518481 0.00794943 internal_weight=324236 245.849 190.067 99.0798 24.8881 74.1917 53.8793 20.511 10.696 33.3682 90.9872 323990 144.668 135.421 61.7626 123.548 75.0877 29.7654 48.4603 28.9321 20.3858 323845 420.254 326.426 231.987 83.5603 148.427 24.8021 93.8281 84.1068 internal_count=1410918 2661 2313 1594 179 1415 1237 843 179 394 719 1408257 967 910 420 849 455 160 394 194 138 1407290 2571 1784 1305 475 830 114 787 703 is_linear=0 shrinkage=0.03 Tree=555 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 0 2 0 0 2 2 0 0 2 1 2 0 0 0 2 2 2 1 0 1 1 2 1 2 2 split_gain=4.36479 16.8073 18.3899 13.1166 21.426 24.4586 116.31 30.6457 27.2226 49.8695 29.4587 31.483 23.6814 25.3419 31.6744 22.7657 23.8398 25.3001 23.0729 66.5674 39.2718 32.9633 24.3125 23.1995 22.6115 21.9324 41.1215 21.4148 20.5852 22.8807 threshold=17.500000000000004 684.96466064453136 4.5000000000000009 13196.084960937502 79002.019531250015 7.5000000000000009 25796.883789062504 6.5000000000000009 6.5000000000000009 33836.650390625007 31594.402343750004 2.5000000000000004 3.5000000000000004 27583.159179687504 -1.4999999999999998 71819.058593750015 3.5000000000000004 5.5000000000000009 5.5000000000000009 37758.167968750007 33836.650390625007 40737.804687500007 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 58311.849609375007 2.5000000000000004 28435.229492187504 22629.428710937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 7 -5 10 -10 12 -12 -8 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8324.6693089194596 164.09541176259518 620.00100018084049 1186.3221089914441 133.92512866854668 641.48764323163778 306.86302564293146 234.54187840223312 71.848523117601871 430.45431239902973 377.58395996131003 28.360989555716515 15.956988468766211 939.5763174071908 1011.6214853227139 155.77351862192154 74.029993861913681 23.186411872506142 967.25018681958318 285.80653850734234 1705.5912424772978 40.765026707202196 92.607284426689148 3927.9012251272798 1712.4322013556957 leaf_count=147 1049489 149860 14629 9652 80373 35483 906 2683 5176 583 4647 1369 1049 398 1829 3195 128 70 4638 5163 791 387 104 6314 1177 7805 258 416 16070 7243 internal_value=1.64681e-05 0.000214248 0.00233463 0.000121229 0.000480679 0.00102494 -2.71213e-05 -0.00620478 0.00150129 0.0054763 0.000807789 0.00149589 -0.00428381 -0.0065791 -0.0103808 0.00216861 0.00888894 -0.0119264 0.00166257 0.000695297 -0.00746896 0.00549406 -0.0112061 0.0023356 -0.0131976 0.0037811 0.000272817 0.00706697 0.00186016 0.00258069 internal_weight=324523 76692.2 3223.03 73469.2 40723.1 25051.5 11086.5 2198.89 8887.65 1320.25 7567.4 6666.46 900.94 736.845 502.303 6024.97 421.902 44.318 5603.07 4473.67 748.443 1129.4 97.2164 3725.23 441.58 2713.61 1008.02 1032.18 13965 10037.1 internal_count=1412032 362543 14776 347767 197907 117534 58738 12335 46403 5759 40644 36462 4182 3276 2227 31815 3393 198 28422 22877 3337 5545 491 19540 1968 14377 6572 5054 58796 42726 is_linear=0 shrinkage=0.03 Tree=556 num_leaves=31 num_cat=0 split_feature=0 2 0 2 1 2 2 2 2 0 2 2 2 0 2 0 2 2 0 2 2 0 0 1 2 0 2 2 0 1 split_gain=4.10851 15.8179 17.3579 12.3666 20.3624 17.0796 46.1957 25.0447 16.9936 19.1724 65.802 26.4345 54.4981 26.2685 100.394 50.3045 69.8807 29.3363 30.2378 67.029 62.7567 48.6258 44.8333 33.36 30.2041 25.6472 46.9302 27.7301 29.6476 25.4517 threshold=17.500000000000004 684.96466064453136 4.5000000000000009 10537.723632812502 2.5000000000000004 3673.2597656250005 3673.077514648438 2704.067260742188 79002.019531250015 14.500000000000002 14054.634277343752 13771.215820312502 13196.084960937502 7.5000000000000009 25796.883789062504 2.5000000000000004 23400.180664062504 28435.229492187504 12.500000000000002 22629.428710937504 16437.536132812504 9.5000000000000018 9.5000000000000018 4.5000000000000009 43864.599609375007 6.5000000000000009 33836.650390625007 31594.402343750004 2.5000000000000004 -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 -1 4 -3 6 7 -6 9 10 -5 12 -11 14 15 16 -12 18 19 22 -20 -21 29 -24 -19 27 -27 -16 -29 -15 right_child=-2 3 -4 8 5 -7 -8 -9 -10 11 13 -13 -14 17 25 -17 -18 24 20 21 -22 -23 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.022326822984669273 -4.3393501340521827e-05 -0.00017771230364098473 0.0024623419811665259 -0.0033104680356429556 -0.0024689503015123842 -0.0077406547621150911 0.0098815488853363203 -0.01663616039267455 -0.00037765272825151521 0.0031827644041716378 0.012566576966668758 2.4669199856266164e-05 0.01798160610837039 0.013137246440959727 -0.00415467821047178 -0.0080695715346826066 -0.020385749678196678 -0.0064891182087562938 0.0085104857271303333 0.0091918783876557848 -0.012637216450959407 -0.013472813709837187 0.0016850642158718558 0.016533170983550928 0.0012600209860174556 0.0072245889929325518 -0.011488085365023501 -0.004678380131331498 0.0021066068933164816 -0.0049463146152874862 leaf_weight=25.626224778592587 247831.05976689374 26283.757114327396 3196.5496858507395 3493.3358896151185 660.13827720284462 584.3860754519701 251.04954688251019 135.32408098876476 15672.129273924977 2487.9275645017624 247.55291500687599 2075.8878319784999 246.11372287198901 73.892499223351479 901.03879356011748 1677.2640271112323 75.610411196947098 616.965840511024 1475.6301269084215 1380.5599559098482 138.11247695982456 90.797257095575333 3725.2183458581567 141.35142052173615 1700.1710548624396 1184.330040358007 134.29897992312908 641.39069708157331 6017.0222458392382 1346.0592102855444 leaf_count=147 1049489 121941 14629 16274 3056 2421 1116 657 80373 10423 2122 8409 1068 395 4182 7614 577 2571 6468 5889 577 380 15832 569 7002 5176 583 4647 31815 5630 internal_value=1.59825e-05 0.000207888 0.00226519 0.000117645 -0.000379544 -0.00363229 -0.00133812 -0.00487908 0.000422389 0.000842146 0.000509171 0.00257701 0.00451493 0.00112785 9.00381e-05 -0.00598136 0.00485673 0.00218409 0.00301095 0.0021299 0.00670056 0.00779324 0.000553659 0.00222787 -0.000803281 0.00145806 0.00531875 0.000784621 0.00145302 -0.00400527 internal_weight=324511 76679.5 3222.18 73457.3 27914.7 1630.9 1046.51 795.462 45542.7 29870.5 25060.6 4809.93 2734.04 21567.3 10878.5 2000.43 323.163 10688.8 8371.62 6757.88 1613.74 1471.36 5286.52 3866.57 2317.14 8878.08 1318.63 7559.45 6658.41 1419.95 internal_count=1412032 362543 14776 347767 129191 7250 4829 3713 218576 138203 118303 19900 11491 102029 56716 10313 2699 45313 35740 28695 7045 6269 22426 16401 9573 46403 5759 40644 36462 6025 is_linear=0 shrinkage=0.03 Tree=557 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 0 2 0 2 0 2 2 0 0 2 1 2 0 0 0 2 2 2 1 0 1 1 2 2 2 split_gain=3.86692 14.8868 16.3838 11.6424 20.1535 19.6269 94.4565 47.3014 65.8557 24.1708 44.166 26.09 27.9088 22.266 23.8119 29.7459 21.6557 22.5918 23.6794 21.7879 62.6915 36.9822 31.0381 22.7339 21.8825 21.3685 20.7051 38.0993 20.4372 21.5984 threshold=17.500000000000004 684.96466064453136 4.5000000000000009 14054.634277343752 79002.019531250015 7.5000000000000009 25796.883789062504 2.5000000000000004 23400.180664062504 6.5000000000000009 33836.650390625007 31594.402343750004 2.5000000000000004 3.5000000000000004 27583.159179687504 -1.4999999999999998 71819.058593750015 3.5000000000000004 5.5000000000000009 5.5000000000000009 37758.167968750007 33836.650390625007 40737.804687500007 1.5000000000000002 3.5000000000000004 1.0000000180025095e-35 1.0000000180025095e-35 58311.849609375007 27583.159179687504 22629.428710937504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 7 8 -5 11 -11 13 -13 -8 -15 -16 19 -18 -19 20 21 -14 -21 -24 -22 -23 27 -26 29 -7 right_child=-2 3 -4 4 -6 28 9 -9 -10 10 -12 12 16 14 15 -17 17 18 -20 22 24 25 23 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.021738952585421762 -4.2091748204585406e-05 -0.00029000526846393839 0.002389035025621775 0.012195685511835037 -0.00036631028362828021 0.0019603070263690204 0.0059674937645489354 -0.0078236756148369509 -0.019828623931013822 0.0070196474939713304 -0.011113646876021656 -0.0045387031368444471 0.00068842981230763582 0.0016399747017200889 0.0079574651834339923 -0.012909980050509494 0.011026213392265293 -0.027929342333618826 0.017774719144789144 0.006815920973987046 -0.0015590586503184518 -0.0039419985101007303 -0.018925688638907017 0.015159392907130689 0.0014111311137092811 -0.017753086332769296 0.0056302593453028474 -0.027971599241500708 8.9049257933531325e-05 0.0059047793484032452 leaf_weight=25.531100679188967 247830.93781424826 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0.00220604 -0.0128737 0.00361239 0.000202085 0.00182525 0.00266217 internal_weight=324497 76666.5 3221.34 73445.2 39204.2 23531.6 10873.2 2000.9 322.837 8872.26 1317.02 7555.24 6653.72 901.524 737.448 502.82 6012.42 418.742 44.4296 5593.68 4467.4 748.032 1126.28 97.6673 3719.37 441.284 2707.9 1006.64 12658.4 8541.18 internal_count=1412032 362543 14776 347767 190388 110015 56716 10313 2699 46403 5759 40644 36462 4182 3276 2227 31815 3393 198 28422 22877 3337 5545 491 19540 1968 14377 6572 53299 36428 is_linear=0 shrinkage=0.03 Tree=558 num_leaves=31 num_cat=0 split_feature=0 2 0 2 1 2 2 2 0 2 2 2 0 2 2 2 0 2 0 0 2 1 1 0 1 0 2 2 1 1 split_gain=3.63978 14.0103 15.464 11.0651 19.1836 16.0933 43.4282 23.8111 15.2619 55.4366 63.3821 51.7268 42.3524 37.9262 37.8145 24.8377 25.9521 25.1087 18.9224 24.8312 17.9984 24.3481 16.5607 16.4018 16.0799 33.3794 30.3928 27.3533 15.511 15.4676 threshold=17.500000000000004 684.96466064453136 4.5000000000000009 10537.723632812502 2.5000000000000004 3673.2597656250005 3673.077514648438 2704.067260742188 12.500000000000002 17336.302734375004 14362.723632812502 14993.919433593752 14.500000000000002 24156.202148437504 11270.709472656252 12667.155273437502 15.500000000000002 13771.215820312502 5.5000000000000009 1.5000000000000002 13196.084960937502 -1.4999999999999998 -10.499999999999998 2.5000000000000004 1.5000000000000002 5.5000000000000009 99992.636718750015 37758.167968750007 8.5000000000000018 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -3 6 7 -6 11 10 12 14 -10 -11 23 16 29 20 19 -16 -17 -22 -20 -5 -13 27 -27 -26 -18 -14 right_child=-2 3 -4 8 5 -7 -8 -9 9 13 -12 24 15 -15 18 17 28 -19 22 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.021166130811731174 -4.0829018106001492e-05 -0.00016367332275539097 0.0023178985669284708 -0.017567688993001717 -0.0023885583336394236 -0.007508926382368465 0.0095654038218622971 -0.016243992139783652 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2378.6350959837437 760.96685217320919 764.18088021874428 35.434008240699768 587.80310003459454 leaf_count=147 1049489 121941 14629 180 3056 2421 1116 657 8722 805 5871 142106 338 20364 1721 1577 5951 492 156 1653 160 908 6584 1184 1198 9676 3110 3263 147 2410 internal_value=1.50503e-05 0.000195715 0.00213241 0.000110778 -0.000359479 -0.00351828 -0.0012907 -0.00473383 0.00039916 0.00134763 0.00324982 8.10101e-05 0.00167688 -0.000946446 -0.00422948 0.00404889 0.00239594 0.00879523 -0.00565564 -0.000223974 0.011207 0.0175246 -0.00718636 0.00599482 0.000397865 0.00213138 0.00367552 -0.00252117 0.0046203 -0.00257281 internal_weight=324485 76653.8 3220.52 73433.3 27914.2 1629.33 1045.65 793.868 45519 11433.5 6250.62 34085.6 4917.46 5182.84 2333.99 2849.28 2113.31 735.975 2048.28 450.326 618.762 245.094 1597.96 285.709 31751.6 4181.61 3139.6 1042.01 1459.8 653.51 internal_count=1412032 362543 14776 347767 129191 7250 4829 3713 218576 47745 26576 170831 20705 21169 11478 11983 8846 3137 10114 3374 2645 1068 6740 1364 159353 17247 12786 4461 6098 2748 is_linear=0 shrinkage=0.03 Tree=559 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 0 2 0 0 2 2 0 0 1 2 2 0 0 0 2 2 2 1 0 1 1 2 2 1 2 split_gain=3.42528 13.1857 14.5956 10.4724 17.4897 19.9473 96.8117 27.5502 22.5149 41.5904 24.4554 26.2788 20.9542 22.8015 24.7622 20.5515 21.4134 22.1227 20.2619 58.4449 34.9098 29.2494 21.0517 20.6172 20.1031 20.0579 19.5886 20.6386 19.5282 35.2902 threshold=17.500000000000004 684.96466064453136 4.5000000000000009 13196.084960937502 79002.019531250015 7.5000000000000009 25796.883789062504 6.5000000000000009 6.5000000000000009 33836.650390625007 31594.402343750004 2.5000000000000004 3.5000000000000004 -2.4999999999999996 27583.159179687504 71819.058593750015 3.5000000000000004 5.5000000000000009 5.5000000000000009 37758.167968750007 33836.650390625007 40737.804687500007 1.5000000000000002 3.5000000000000004 2.5000000000000004 1.0000000180025095e-35 40737.804687500007 61458.453125000007 1.0000000180025095e-35 58311.849609375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 7 -5 10 -10 12 -12 -8 -14 -15 18 -17 -18 19 20 -13 24 -23 26 -20 -22 -21 -28 29 -25 right_child=-2 3 -4 4 -6 -7 8 -9 9 -11 11 15 13 14 -16 16 17 -19 21 23 25 22 -24 28 -26 -27 27 -29 -30 -31 leaf_value=-0.020607846726222054 -3.9604179473328406e-05 -0.00029187704427512205 0.0022488688016204152 -0.0035544574824458077 -0.00035685172774588286 0.0016758735886815966 0.0057992962856704914 -0.011008489791212744 0.0067944383497671691 -0.010785051478023052 -0.0044068758527680768 0.0007174641395575745 0.011515029171323193 0.00083919016415095278 -0.011525822040337006 0.010770281937507644 -0.026911808979940617 0.017282780984685411 0.0052867009018034185 0.019376022259309934 -0.0038213124168610018 -0.018207311932174924 0.014647183057314205 0.0013659982524596962 0.020020028713945561 -0.017199623561071142 -0.0074218347958801166 0.0014138150803807991 0.0054661029476749199 -0.026695464787774514 leaf_weight=25.343599263578653 247830.70415927842 32743.692400505766 3194.3722575306892 1577.5018382426351 15672.66787887481 13947.178016457707 163.99513177201152 622.29825223982334 1180.2825291901827 134.9729935079813 641.20494930911809 306.67554026097059 60.966117098927498 212.54430995881557 463.90037177503109 371.60196736454964 28.749627150595188 15.794237628579138 934.0298690982163 38.839601278305054 156.16349439322948 75.239433959126472 22.893308833241463 964.34762114286423 91.516116321086884 284.81574065983295 414.51400005072355 558.50489134714007 1698.0929846167564 42.095070384442806 leaf_count=147 1049489 149860 14629 9652 80373 58796 906 2683 5176 583 4647 1369 356 921 1999 3195 128 70 4638 190 791 387 104 6314 416 1177 1958 3015 7805 258 internal_value=1.46012e-05 0.000189874 0.00206895 0.000107476 0.000428907 0.000921333 -3.00452e-05 -0.00566312 0.00136828 0.00499041 0.000736994 0.00136599 -0.00389989 -0.00605692 -0.00764064 0.00198252 0.00841417 -0.0112414 0.00150352 0.000597167 -0.00705599 0.00510422 -0.0105427 0.00213681 0.00660145 -0.012462 -0.00151629 -0.00235024 0.00350356 0.000192311 internal_weight=324475 76644.8 3219.72 73425.1 40681.4 25008.7 11061.5 2199.8 8861.74 1315.26 7546.48 6645.08 901.406 737.411 676.445 6003.87 416.146 44.5439 5587.73 4464.05 747.655 1123.68 98.1327 3716.39 1025.55 440.979 1011.86 973.019 2704.54 1006.44 internal_count=1412032 362543 14776 347767 197907 117534 58738 12335 46403 5759 40644 36462 4182 3276 2920 31815 3393 198 28422 22877 3337 5545 491 19540 5054 1968 5163 4973 14377 6572 is_linear=0 shrinkage=0.03 Tree=560 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 0 2 3 2 2 2 0 0 2 2 2 2 2 0 2 2 2 2 0 0 0 1 0 split_gain=3.15706 9.06733 21.2908 9.9403 8.22406 12.2219 16.1342 11.6311 10.8653 8.34343 14.4126 13.8816 21.4025 17.6402 14.3452 13.7102 13.5461 12.2677 10.2965 8.55733 8.6538 13.6178 13.8642 8.13277 9.22435 9.89901 8.10842 8.01945 8.01776 7.24417 threshold=80.500000000000014 31594.402343750004 22629.428710937504 -6.4999999999999991 284.12406921386724 525.85342407226574 444.35388183593756 81.500000000000014 394.01574707031256 9.5555000305175799 731.32192993164074 8931.5649414062518 7836.1462402343759 86.500000000000014 84.500000000000014 9353.3178710937518 9801.5458984375018 12925.947753906252 20654.361328125004 11031.315917968752 82.500000000000014 9353.3178710937518 9801.5458984375018 11270.709472656252 9587.6123046875018 92.500000000000014 92.500000000000014 83.500000000000014 1.0000000180025095e-35 87.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 -2 6 7 -6 -9 11 -11 12 -7 27 19 -16 28 23 -19 20 -13 -22 -23 24 -12 -26 -25 -14 -17 -10 right_child=1 3 -4 -5 5 9 -8 8 29 10 17 14 13 -15 15 16 -18 18 -20 -21 21 22 -24 26 25 -27 -28 -29 -30 -31 leaf_value=1.0676887995433015e-05 -0.0097893161774265693 0.02903685380702567 -0.0073828538740156081 0.00066760874448800671 0.020944596765714911 -0.0016837855698085252 0.018685802181238883 0.0033498947134953856 -0.0051826032649148817 0.026267027559748191 0.0031413377848558831 0.0042854592684089783 -0.010950314413901534 0.013216168483196953 -0.022529078724583457 0.00134503772395228 -0.0014054814258548072 -0.0084742815658416393 0.004908919935982815 0.0074307853016775177 0.013496402800386028 -0.022048304827617826 -0.0021982117653022845 0.035293564503428486 -0.034337148323584636 -0.002092993209630628 0.0053373051858409421 -0.026609790147434007 0.032356384733159722 -0.032057334957122575 leaf_weight=312953.44956907409 88.139791287481785 11.150673039257525 452.42899968847632 3569.7201841790229 21.493882685899734 3690.4750312678516 67.409339725971222 76.281016066670418 21.535786226391792 21.004964977502823 725.46777040883899 351.54312075674534 192.6551778614521 24.979931682348251 26.945641592144966 13.299540191888811 1170.8590584844351 179.01002492010593 72.770891055464745 333.59033353626728 36.068924844264984 40.934672683477402 139.87895080447197 13.600192755460737 12.011229828000067 29.90097139030695 20.226201191544533 34.740323483943939 17.216610282659531 15.541322126984594 leaf_count=1362047 426 73 1927 16048 92 16017 306 344 94 92 3241 1429 783 106 112 55 4808 800 308 1357 147 167 569 57 51 139 88 143 71 68 internal_value=-7.24007e-06 -0.000496058 -0.00106428 0.000755949 -0.000679921 -0.000570674 0.00670166 0.00071107 -0.00312542 -0.000776477 0.00166096 -0.00120752 -0.00226179 -0.0107139 0.000743738 -0.00136587 -0.0008912 0.00117012 -0.00460621 0.0036165 0.00137802 -0.00333463 -0.0066921 0.00298535 0.00235076 -0.0113335 0.0173815 -0.0133427 0.018841 -0.0164475 internal_weight=324424 11470.9 7890.01 3580.87 7437.58 7349.44 202.261 134.852 113.358 7147.18 1073.99 6073.19 3942.85 252.375 2130.34 1228.32 1201.38 1052.99 251.781 902.016 568.426 216.883 180.814 801.206 767.38 41.9122 33.8264 227.396 30.5162 37.0771 internal_count=1411965 49918 33797 16121 31870 31444 904 598 506 30540 4776 25764 17049 1032 8715 5046 4934 4684 1108 3669 2312 883 736 3576 3431 190 145 926 126 162 is_linear=0 shrinkage=0.03 Tree=561 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 0 2 3 2 2 2 0 0 2 2 2 2 0 0 0 2 0 0 2 1 2 2 2 split_gain=2.97142 8.53434 20.0468 9.40657 7.76142 11.5122 15.2328 10.9248 10.2595 7.85166 13.5842 13.0648 20.1603 16.6119 13.6172 11.5469 9.70213 7.6537 8.68793 9.38157 7.64294 7.59925 7.53202 7.23463 6.9037 6.54327 6.29138 7.43864 11.4201 17.8701 threshold=80.500000000000014 31594.402343750004 22629.428710937504 -5.4999999999999991 284.12406921386724 525.85342407226574 444.35388183593756 81.500000000000014 394.01574707031256 9.5555000305175799 731.32192993164074 8931.5649414062518 7836.1462402343759 86.500000000000014 85.500000000000014 12925.947753906252 20654.361328125004 11270.709472656252 9587.6123046875018 92.500000000000014 92.500000000000014 83.500000000000014 21324.808593750004 96.500000000000014 87.500000000000014 142.59513854980472 2.5000000000000004 9587.6123046875018 11031.315917968752 10798.300781250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 25 6 7 -6 -9 11 -11 12 -7 21 -13 17 23 18 -12 -20 -19 -14 26 -17 -10 -2 27 -16 29 -29 right_child=1 3 -4 -5 5 9 -8 8 24 10 15 14 13 -15 22 16 -18 20 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.035659299285476e-05 0.0068986854880551431 0.021251289878992163 -0.0071658285430733432 0.00061818969729839589 0.020274091084996695 -0.0016336417855232121 0.018171950352338543 0.0032499315098885144 -0.0050305877051151126 0.025518163133440935 0.0030463316531948986 0.0029212035369597837 -0.010625772895263279 0.012837708899536596 0.021568442816177879 -0.0097924812371333811 0.0047592091212954376 0.034263660924184189 -0.033478475666860658 -0.0020306583929519269 0.0051750717209016256 -0.025888979315112193 0.015196800307962909 0.015117464375332174 -0.031325247262712193 -0.013600727522121259 -0.0085570499854115776 -0.0032078026098338315 -0.00048541216787642382 -0.033329786957123138 leaf_weight=312953.38304647128 17.495784655213356 19.997588127851486 452.15163929015398 3560.1782354270108 21.537896230816841 3689.6522189937532 67.238633677363396 76.268681302666664 21.521188095211983 20.973217576742172 725.64739768579602 1157.0144742578268 192.58430132269859 24.945385605096817 12.55255740880966 167.55065701156855 72.807668402791023 13.588876366615294 11.950638040900229 29.894366472959518 20.234336167573929 34.637899249792099 22.666583076119423 11.19441559165716 15.42910300195217 70.413524523377419 125.58564659953117 60.097231298685074 726.99501195549965 25.140934079885483 leaf_count=1362047 90 125 1927 15996 92 16017 306 344 94 92 3241 4712 783 106 52 735 308 57 51 139 88 143 93 65 68 336 533 250 2970 105 internal_value=-7.02348e-06 -0.000481315 -0.00103268 0.000733439 -0.00065973 -0.000553713 0.00650906 0.00068972 -0.00303586 -0.000753364 0.00161131 -0.00117157 -0.00219453 -0.0104012 0.000721492 0.00113508 -0.00447222 0.00289535 0.00227985 -0.0110119 0.0168618 -0.0129525 -0.00189413 -0.00823243 -0.0160103 -0.00952092 -0.00230175 -0.00134929 -0.00170347 -0.0120923 internal_weight=324421 11467.9 7887.77 3580.18 7435.62 7347.71 201.996 134.757 113.219 7145.71 1073.84 6071.87 3941.82 252.168 2130.05 1052.87 251.553 801.316 767.492 41.845 33.8232 227.222 973.038 178.745 36.9503 87.9093 950.371 824.786 812.233 85.2382 internal_count=1411965 49918 33797 16121 31870 31444 904 598 506 30540 4776 25764 17049 1032 8715 4684 1108 3576 3431 190 145 926 4003 800 162 426 3910 3377 3325 355 is_linear=0 shrinkage=0.03 Tree=562 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 0 2 3 2 2 0 2 3 2 2 2 2 1 2 2 1 0 2 2 0 0 0 2 split_gain=2.79676 8.03277 18.8756 8.97409 7.32694 10.8442 14.3825 10.2636 9.68831 7.38875 12.8066 12.442 15.5359 10.8694 10.7984 16.1903 11.965 11.8304 36.8601 12.3762 11.7645 16.1525 11.6358 10.6589 9.70432 8.96158 8.94614 22.4289 8.94579 15.7853 threshold=80.500000000000014 31594.402343750004 22629.428710937504 -5.4999999999999991 284.12406921386724 525.85342407226574 444.35388183593756 81.500000000000014 394.01574707031256 9.5555000305175799 731.32192993164074 10057.160644531252 85.500000000000014 12667.155273437502 6.4175000190734872 8374.6435546875018 1236.168395996094 3673.077514648438 2078.127319335938 3.5000000000000004 799.78054809570324 755.62243652343761 1.5000000000000002 82.500000000000014 911.27563476562511 20654.361328125004 89.500000000000014 88.500000000000014 87.500000000000014 3061.900268554688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 -2 6 7 -6 -9 11 -11 14 -13 -12 17 16 22 18 19 20 21 23 24 -7 -16 -15 27 -24 29 -18 right_child=1 3 -4 -5 5 9 -8 8 -10 10 13 12 -14 25 15 -17 28 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0045913472734653e-05 -0.0092620037333521268 0.020879949341160893 -0.0069552151185453314 0.00059972213874103528 0.019629824094223248 -0.007880425078287517 0.017673187095658204 0.0031529479123192329 -0.015586141467529376 0.024795991375017187 0.0028268273564111897 0.004050213945301911 -0.0016305247262579235 -0.0078304739101232451 -0.0049776513958474161 0.022861034144766271 0.021820227284484947 -0.0051584667243319907 0.0074252721672639311 0.0070732795355983816 -0.0062622080972830219 0.0064884607734688772 -0.013218055331726056 0.00054366754543585399 0.0084206131549087355 0.0046141847178254028 -0.029873703949193933 0.027721493205117746 -0.0047557280859563435 -0.0017792787241300971 leaf_weight=312953.31868127408 87.662036299705505 19.746473588049412 451.87239401787519 3559.7221299773082 21.57683102786541 274.08598208427429 67.064781457185745 76.256433129310608 36.820656910538673 20.937076777219772 797.24407343193889 807.99740591645241 934.27293866872787 182.70074250549078 58.44272392988205 28.74555616080761 33.679410934448242 1237.8581751063466 349.72038127481937 98.069536671042442 869.54831974208355 187.70136706531048 44.667448788881302 266.72690586745739 290.45188881456852 72.842607140541077 12.673111811280249 16.490150853991508 454.22639381885529 105.14640881121159 leaf_count=1362047 426 125 1927 15996 92 1175 306 344 162 92 3558 3290 3842 818 252 123 145 5179 1461 518 3779 800 212 1148 1263 308 56 70 2002 449 internal_value=-6.81351e-06 -0.000467017 -0.00100203 0.0007116 -0.000640148 -0.00053726 0.00632236 0.000669048 -0.00294896 -0.000730942 0.00156307 -0.0011367 0.00100398 0.00110103 -0.0019984 0.000658464 3.01522e-05 -0.00284352 -0.00144285 -0.00327134 -0.00390617 -0.00109402 0.00388668 -0.00372569 0.00617629 -0.00428313 -0.00693313 -0.00217937 -0.00271876 0.00394601 internal_weight=324418 11465 7885.48 3579.47 7433.61 7345.95 201.719 134.654 113.077 7144.23 1073.72 6070.5 1742.27 1052.79 4328.23 1044.52 1015.78 3283.71 2045.85 1696.13 1598.06 728.514 422.725 540.813 348.895 255.543 73.8307 61.1576 593.052 138.826 internal_count=1411965 49918 33797 16121 31870 31444 904 598 506 30540 4776 25764 7132 4684 18632 4572 4449 14060 8881 7420 6902 3123 1853 2323 1515 1126 338 282 2596 594 is_linear=0 shrinkage=0.03 Tree=563 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 0 2 3 2 2 2 0 0 2 2 2 2 2 0 2 2 1 2 2 0 0 0 0 split_gain=2.63262 7.56129 17.7724 8.56063 6.91402 10.2149 13.581 9.6441 9.14225 6.95403 12.0762 11.8189 18.746 15.0624 12.6191 13.0783 12.2354 10.2422 8.61825 7.66587 8.18807 13.0361 12.7858 7.29576 7.24483 8.18083 8.89096 7.21475 7.19655 6.85708 threshold=80.500000000000014 31594.402343750004 22629.428710937504 -5.4999999999999991 284.12406921386724 525.85342407226574 444.35388183593756 81.500000000000014 394.01574707031256 9.5555000305175799 731.32192993164074 8931.5649414062518 7836.1462402343759 86.500000000000014 84.500000000000014 9353.3178710937518 9801.5458984375018 12925.947753906252 20654.361328125004 11031.315917968752 82.500000000000014 9353.3178710937518 9801.5458984375018 1.0000000180025095e-35 11270.709472656252 9587.6123046875018 92.500000000000014 83.500000000000014 92.500000000000014 92.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 -2 6 7 -6 -9 11 -11 12 -7 27 19 -16 23 24 29 20 -13 -22 -23 -17 25 -12 -27 -14 -26 -19 right_child=1 3 -4 -5 5 9 -8 8 -10 10 17 14 13 -15 15 16 -18 18 -20 -21 21 22 -24 -25 28 26 -28 -29 -30 -31 leaf_value=9.7445366879217669e-06 -0.0090073541974543293 0.020513399308982463 -0.0067508132598978381 0.00058180393478257425 0.019010294226470843 -0.0015356204403807439 0.017188905248204683 0.0030588540186505032 -0.015162537706507637 0.02409896943539341 0.0028687957500583491 0.0041028506774650891 -0.010158800531150584 0.012178870233994946 -0.021978140919459131 0.0011929400678341838 -0.0013072831875641003 -0.013986476480997167 0.0044736882855191777 0.0070049262894952315 0.013149654516624247 -0.02136302262650349 -0.0022855336530579837 0.030763731386632704 0.03321784758752281 -0.032722714810288878 -0.0020543712477948781 -0.02505594863858256 0.0049832751367929039 -0.0022018328102877335 leaf_weight=312953.25605935627 87.439574882388115 19.50010272115469 451.59192240610719 3559.2791859707795 21.61106339097023 3687.1780695915222 66.888345450162888 76.244285807013512 36.71546933054924 20.896971970796585 725.97643047198653 351.40472528338432 192.46278801560402 24.848576411604881 26.876267641782761 13.274597778916361 1170.5289635658264 84.257873088121414 72.875803366303444 333.30343721807003 36.093224614858627 40.853092044591904 139.85759933292866 17.289021715521812 13.570838198065756 11.891639232635496 29.896884463727474 34.504315868020058 20.244985640048981 94.02717986702919 leaf_count=1362047 426 125 1927 15996 92 16017 306 344 162 92 3241 1429 783 106 112 55 4808 353 308 1357 147 167 569 71 57 51 139 143 88 447 internal_value=-6.6102e-06 -0.000453177 -0.000972375 0.000690407 -0.000621212 -0.000521359 0.00614065 0.000649124 -0.00286367 -0.000709276 0.00151627 -0.00110302 -0.00207647 -0.00999581 0.000697613 -0.00128113 -0.000818007 0.001068 -0.00421833 0.00339291 0.00127414 -0.00331074 -0.00659836 0.0179203 0.00272438 0.00212582 -0.0107816 -0.0124235 0.0163143 -0.00777128 internal_weight=324415 11461.4 7882.6 3578.78 7431.01 7343.57 201.459 134.571 112.96 7142.11 1073.64 6068.47 3938.99 251.816 2129.48 1227.97 1201.09 1052.74 251.161 901.512 568.209 216.804 180.711 30.5636 801.581 767.765 41.7885 226.967 33.8158 178.285 internal_count=1411965 49918 33797 16121 31870 31444 904 598 506 30540 4776 25764 17049 1032 8715 5046 4934 4684 1108 3669 2312 883 736 126 3576 3431 190 926 145 800 is_linear=0 shrinkage=0.03 Tree=564 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 2 2 0 2 0 3 2 2 2 0 0 2 2 1 2 2 2 1 2 0 0 1 2 2 0 split_gain=2.47778 7.11677 16.7343 8.16535 6.52417 9.62229 12.8246 9.06366 8.62711 6.65077 6.54418 11.3896 11.1233 17.662 14.1865 11.8767 12.3354 11.4924 9.97374 8.6002 8.19868 8.02936 7.59268 7.20057 7.80062 6.84367 6.82498 6.69692 8.6511 7.02248 threshold=80.500000000000014 31594.402343750004 22629.428710937504 -5.4999999999999991 284.12406921386724 525.85342407226574 444.35388183593756 81.500000000000014 394.01574707031256 87.500000000000014 9.5555000305175799 731.32192993164074 8931.5649414062518 7836.1462402343759 86.500000000000014 84.500000000000014 9353.3178710937518 9801.5458984375018 24.500000000000004 12667.155273437502 20654.361328125004 11270.709472656252 -3.4999999999999996 9587.6123046875018 92.500000000000014 83.500000000000014 1.0000000180025095e-35 13515.104003906252 12925.947753906252 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -3 -2 6 7 -6 -9 -10 12 -12 13 -7 25 22 -17 26 19 21 -21 23 -14 -13 -25 -15 -18 28 29 -19 right_child=1 3 -4 -5 5 10 -8 8 9 -11 11 18 15 14 -16 16 17 27 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=9.4521892406912092e-06 -0.0087593363616910655 0.02015149217410428 -0.0065524303568421588 0.00056441914830084332 0.01841412271206587 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855.00013820827007 11.100347205996512 29.890374958515167 34.385607331991196 17.3475601375103 692.35251851379871 111.36046051979065 237.3029433786869 leaf_count=1362047 426 125 1927 15996 92 16017 306 344 94 68 92 3216 201 783 106 112 55 529 68 791 296 127 3468 47 139 143 71 2839 454 986 internal_value=-6.41239e-06 -0.000439705 -0.000943498 0.000669843 -0.000602759 -0.000505859 0.00596438 0.000629822 -0.00278086 -0.0147507 -0.000688162 0.00147093 -0.00107019 -0.00201471 -0.00970559 0.00067676 -0.00124278 -0.00079348 0.001036 0.00133309 -0.00353992 0.00285764 0.00329213 0.00226323 -0.00996845 -0.0120622 0.0173498 -0.00126811 -0.00399874 -0.00177519 internal_weight=324412 11458.5 7880.37 3578.11 7429.06 7341.84 201.193 134.483 112.842 36.61 7140.65 1073.5 6067.15 3937.99 251.57 2129.16 1227.93 1201.11 1052.65 1041.87 248.279 793.587 901.232 763.946 40.9907 226.758 30.62 1170.49 478.136 366.776 internal_count=1411965 49918 33797 16121 31870 31444 904 598 506 162 30540 4776 25764 17049 1032 8715 5046 4934 4684 4616 1087 3529 3669 3402 186 926 126 4808 1969 1515 is_linear=0 shrinkage=0.03 Tree=565 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 2 0 1 0 2 2 2 2 0 1 1 2 2 2 0 1 1 0 0 2 2 2 3 2 split_gain=3.26577 3.56789 12.4788 4.23654 3.75585 7.34695 8.01788 7.4617 5.19732 5.61941 5.84355 4.75801 6.70026 5.603 8.6216 4.47482 4.15906 4.00659 3.21347 7.30417 6.51283 2.6348 3.76296 6.61227 2.50998 2.34778 2.34341 2.32539 21.4728 68.3809 threshold=95.500000000000014 1.0000000180025095e-35 3673.077514648438 3290.9838867187505 98.500000000000014 3673.2597656250005 54479.306640625007 97.500000000000014 19.500000000000004 97.500000000000014 99992.636718750015 50102.638671875007 11270.709472656252 17336.302734375004 96.500000000000014 44.500000000000007 85.000000000000014 99992.636718750015 6368.3278808593759 79002.019531250015 96.500000000000014 85.000000000000014 71.500000000000014 86.500000000000014 96.500000000000014 47442.083984375007 19411.564453125004 5947.2192382812509 2.3904999494552617 11031.315917968752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 -2 -3 5 24 7 11 9 17 -11 12 -7 -14 -15 -10 -17 -8 -4 20 26 22 27 -24 -5 -6 -20 -1 29 -29 right_child=1 3 18 4 25 6 8 -9 15 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 leaf_value=4.6535050259146482e-05 0.021049591626655127 -0.016849744352700528 -0.010943378306687847 0.0022034941732223413 -0.0072745990242347415 -0.021329945229694256 0.014764956655634437 0.010102144880272831 0.033427420458846419 -0.029769138958443846 -0.0052930426376617164 -0.030197107781445687 0.016049150355071633 0.0025928506340971249 -0.024354130254734107 0.018217284013857804 -0.016892403936697001 -0.00066461110779937463 0.0099580383369146461 -0.005297176818198069 0.023215804759108588 0.012695546728800182 -0.013905565295468386 0.010501526614715533 0.018399412504805479 -0.028309438729603145 -0.006958297524632704 -0.002855593466482122 0.00012778582769914202 0.00011373150547306893 leaf_weight=202785.65855981875 24.854538843035698 21.022254526615143 28.462567359209061 16.206248760223389 11.826909869909288 32.700864605605602 16.905497074127197 14.20642004907131 7.0322199314832714 10.934886321425436 44.522714912891388 12.822004236280916 10.080526039004324 25.373348668217659 18.460399143397808 7.244505971670149 5.2278667017817497 145.56410412490368 13.415215253829958 81.627589255571365 18.806306689977646 14.6741536706686 40.818629495799541 13.2270640283823 18.378002256155014 8.0097636934369785 16.355963334441185 9917.1168309226632 87402.636399136158 23569.051398705691 leaf_count=876472 119 91 126 72 111 180 76 65 29 69 191 65 53 127 108 44 77 586 55 378 77 97 186 73 80 243 66 41833 392868 97157 internal_value=-2.0428e-05 -0.00221336 0.00128425 -0.00371832 -0.00303754 -0.00238273 -0.00368234 -0.0102355 -0.000545775 -0.00187364 -0.0101191 -0.0131411 -0.0106162 -0.0041179 -0.00875576 0.0142906 0.00350086 0.000940886 -0.0018119 0.000184227 0.00939495 -1.62958e-05 -1.6872e-05 -0.00793221 0.01081 -0.0157682 0.000664386 -1.55504e-05 -0.000119696 -0.000765651 internal_weight=324353 610.041 183.522 426.519 405.496 385.66 351.075 113.644 237.432 217.927 55.4576 99.4371 86.6151 53.9143 43.8337 19.5046 12.4724 162.47 158.668 130.205 48.5775 323743 323729 54.0457 34.5843 19.8367 29.7712 323674 120889 33486.2 internal_count=1411774 3088 821 2267 2176 1822 1670 598 1072 922 260 533 468 288 235 150 121 662 702 576 198 1408686 1408589 259 152 354 121 1408330 531858 138990 is_linear=0 shrinkage=0.03 Tree=566 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 2 0 1 0 2 2 2 2 0 1 1 2 2 2 0 1 1 0 0 2 2 2 2 3 split_gain=3.08101 3.37044 11.8424 4.00627 3.59825 6.90862 7.60292 7.07034 4.91714 5.31513 5.65624 4.58001 6.42177 6.23806 8.03323 4.18352 3.95302 3.75134 3.01298 6.87449 6.15484 2.46797 3.54497 6.22928 2.34092 2.31586 2.23649 2.20617 2.18805 20.2058 threshold=95.500000000000014 1.0000000180025095e-35 3673.077514648438 3290.9838867187505 98.500000000000014 3673.2597656250005 54479.306640625007 97.500000000000014 19.500000000000004 97.500000000000014 99992.636718750015 50102.638671875007 11270.709472656252 16079.829101562502 96.500000000000014 44.500000000000007 85.000000000000014 99992.636718750015 6368.3278808593759 79002.019531250015 96.500000000000014 85.000000000000014 71.500000000000014 86.500000000000014 96.500000000000014 47442.083984375007 28435.229492187504 19411.564453125004 5947.2192382812509 2.3904999494552617 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 -2 -3 5 24 7 11 9 17 -11 12 -7 -14 26 -10 -17 -8 -4 20 27 22 28 -24 -5 -6 -15 -20 -1 -30 right_child=1 3 18 4 25 6 8 -9 15 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=4.5138979875620857e-05 0.02059684506941372 -0.016415287240036942 -0.010581698882969205 0.0021359164061287052 -0.0070936434630241522 -0.020923662908437862 0.014254031490127286 0.0097648836769897579 0.032415707584830006 -0.029396062079462808 -0.0051413944857401075 -0.029690093145824364 0.018668889228849263 -0.0087446049548547209 -0.023945854554387958 0.017808109119749997 -0.016608258829259349 -0.00064468503189030592 0.0096700692124817491 -0.0051285742870505651 0.022589457724301536 0.012260155746792423 -0.013505251085076575 0.010197886580518244 0.017755457119149273 -0.028163187796159544 0.0090521409601915827 -0.0067470897021708982 -0.00074275395578909411 0.00012395388210329248 leaf_weight=202785.74282400124 24.642097920179367 20.932656265795231 28.550972983241081 16.217259913682938 11.765692107379438 32.341249130666256 16.984881520271301 14.255407512187956 7.0341100096702602 10.74435058236122 44.461790576577187 12.652318492531775 9.0759623348712903 10.588874712586405 18.215626731514931 7.1894771605730039 5.1588440909981728 145.56156380474567 13.400496959686281 81.779408723115921 18.74879863858223 14.738415881991385 40.768461033701897 13.212494723498819 18.471736371517181 7.812798168975859 15.894967123866079 16.361832037568092 33483.06741649285 87401.49177656509 leaf_count=876472 119 91 126 72 111 180 76 65 29 69 191 65 47 58 108 44 77 586 55 378 77 97 186 73 80 243 75 66 138990 392868 internal_value=-1.98174e-05 -0.00215191 0.00124662 -0.00361791 -0.00295553 -0.00231728 -0.00358241 -0.00998551 -0.000530534 -0.00181938 -0.0098619 -0.0128361 -0.0103599 -0.00400671 -0.00861086 0.0139491 0.00342974 0.000912119 -0.00175531 0.00017885 0.00912603 -1.58076e-05 -1.63665e-05 -0.00770362 0.0104533 -0.0155014 0.00193658 0.000644741 -1.50844e-05 -0.00011611 internal_weight=324348 608.843 183.484 425.36 404.427 384.848 350.159 113.024 237.135 217.753 55.2061 98.769 86.1167 53.7754 44.6995 19.3824 12.3483 162.546 158.842 130.291 48.5111 323739 323724 53.981 34.689 19.5785 26.4838 29.7623 323670 120885 internal_count=1411774 3088 821 2267 2176 1822 1670 598 1072 922 260 533 468 288 241 150 121 662 702 576 198 1408686 1408589 259 152 354 133 121 1408330 531858 is_linear=0 shrinkage=0.03 Tree=567 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 2 0 1 0 2 2 2 2 0 1 1 2 2 2 0 1 1 0 2 0 2 1 2 3 split_gain=2.90687 3.18405 11.2385 3.78851 3.4461 6.49738 7.211 6.70086 4.6524 5.02703 5.47447 4.40859 6.15213 4.94665 7.89719 3.91451 3.75671 3.51329 2.82547 6.47061 5.81787 2.31212 3.33968 5.86862 2.28338 2.1845 2.16296 13.6873 12.5953 10.9351 threshold=95.500000000000014 1.0000000180025095e-35 3673.077514648438 3290.9838867187505 98.500000000000014 3673.2597656250005 54479.306640625007 97.500000000000014 19.500000000000004 97.500000000000014 99992.636718750015 50102.638671875007 11270.709472656252 17336.302734375004 96.500000000000014 44.500000000000007 85.000000000000014 99992.636718750015 6368.3278808593759 79002.019531250015 96.500000000000014 85.000000000000014 71.500000000000014 86.500000000000014 47442.083984375007 96.500000000000014 291.56593322753912 -9.4999999999999982 310.97680664062506 2.3904999494552617 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 -2 -3 5 25 7 11 9 17 -11 12 -7 -14 -15 -10 -17 -8 -4 20 -20 22 26 -24 -6 -5 27 -1 29 -28 right_child=1 3 18 4 24 6 8 -9 15 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31 leaf_value=0.0045779054098825326 0.020153687741077998 -0.015992263740307756 -0.010233561454801964 0.0020704572333499877 -0.0069163643999773502 -0.020524033597610895 0.013764332369802649 0.0094403904848739603 0.031450507748091064 -0.029029076983541888 -0.0049939558787753585 -0.029195320076461376 0.014862303301046986 0.0024388809172867223 -0.023543734159213705 0.017406365253470765 -0.016325811915391147 -0.00062535551015835552 0.00062568973308990054 -0.0049656949714256314 0.021983721856884849 0.011841807273704059 -0.013116850016402665 0.0099029002444195741 -0.028016270347446734 0.017139711441786974 0.0012630942024886285 -0.00027661055591175461 -6.9061700756848389e-06 0.0069443231211015937 leaf_weight=529.38852993398905 24.431651055812836 20.843143209815025 28.635274514555931 16.227906569838524 11.706167228519918 31.987257711589336 17.060309365391731 14.302316844463347 7.0324999690055874 10.556627720594404 44.402141317725182 12.483307868242262 10.233234688639639 25.412921532988548 17.974618263542652 7.1355766579508764 5.0916793756186962 145.5590703189373 29.75276917219162 81.925734132528305 18.688357964158058 14.800361290574072 40.717166662216187 13.19810678809881 7.6210570377297691 18.559900566935539 3076.5512592196465 41481.372320666909 278242.94669837749 338.46121311187744 leaf_count=2741 119 91 126 72 111 180 76 65 29 69 191 65 53 127 108 44 77 586 121 378 77 97 186 73 243 80 12984 177421 1213671 1513 internal_value=-1.92245e-05 -0.00209227 0.00121016 -0.00352036 -0.00287586 -0.00225377 -0.00348537 -0.00974311 -0.000515709 -0.00176669 -0.00961069 -0.0125402 -0.0101115 -0.0039 -0.00832521 0.0136167 0.0033596 0.000884259 -0.00170063 0.000173644 0.00886552 -1.53336e-05 -1.58757e-05 -0.00748177 -0.0152364 0.0101102 -1.4632e-05 -0.000215438 1.53192e-05 0.00182616 internal_weight=324345 607.624 183.434 424.19 403.347 384.019 349.232 112.394 236.838 217.578 54.9588 98.0913 85.608 53.6208 43.3875 19.2598 12.2273 162.619 159.002 130.367 48.4411 323737 323723 53.9153 19.3272 34.7878 323669 42010.8 281658 3415.01 internal_count=1411774 3088 821 2267 2176 1822 1670 598 1072 922 260 533 468 288 235 150 121 662 702 576 198 1408686 1408589 259 354 152 1408330 180162 1228168 14497 is_linear=0 shrinkage=0.03 Tree=568 num_leaves=31 num_cat=0 split_feature=0 1 2 1 1 2 2 2 2 0 2 2 0 2 3 1 2 2 2 2 0 1 1 1 0 2 2 3 2 0 split_gain=2.74241 3.00772 10.6653 3.61065 5.08588 3.76069 3.71944 5.38893 4.96983 6.08548 6.94297 5.6543 4.82707 5.75997 4.00914 3.1515 3.09663 3.1729 2.65008 6.09014 5.50126 2.50681 2.16648 3.14633 5.52896 2.07714 2.06853 19.012 64.3709 54.5263 threshold=95.500000000000014 1.0000000180025095e-35 3673.077514648438 3.5000000000000004 82.000000000000014 3346.970825195313 4165.5986328125009 4520.4785156250009 6815.6660156250009 97.500000000000014 54479.306640625007 99992.636718750015 96.500000000000014 24156.202148437504 28.166500091552738 19.500000000000004 99992.636718750015 47442.083984375007 6368.3278808593759 79002.019531250015 96.500000000000014 6.5000000000000009 85.000000000000014 71.500000000000014 86.500000000000014 19411.564453125004 5947.2192382812509 2.3904999494552617 11031.315917968752 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=22 2 -2 5 15 -3 14 -8 -9 10 12 -12 -10 -14 -7 21 17 -11 -4 20 25 -5 23 26 -25 -20 -1 28 29 -28 right_child=1 3 18 4 -6 6 7 8 9 16 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=4.4362857976699181e-05 0.019719742272674024 -0.016709077308563539 -0.0098983296001780244 0.010226154398161639 -0.020136976121482887 -0.0066685303943546182 -0.019150172046717904 0.016147808219214254 -0.0031513643515233406 -0.010000487802757019 0.019570970685874111 -0.00039505063737608494 -6.1971736161917131e-05 -0.029210097564986159 0.012531632607342941 0.018431797021822509 -0.0081818992145371479 -0.033981987595766622 0.0093724744969785993 -0.0048083160156511279 0.021397454879484534 -0.0091130282270483372 0.011439673549593502 -0.012739936303176732 0.0096163171643805015 -0.0065614783464231904 -0.0061938459956324384 0.00012044395782372353 0.00013280820456401386 -0.0013117054190611361 leaf_weight=202783.68384942831 24.223393484950066 21.116815939545631 28.715680748224258 13.294945552945139 6.5630622203461817 16.319955110549927 21.865175440907478 10.919673345983027 36.710894852876663 9.6188773475587386 14.07609775662422 137.10688266158104 9.04538142681122 18.748181968927383 24.453727096319199 16.509984705597162 45.385555386543274 10.263220135122536 13.38463267683983 82.066788837313652 18.625347018241882 11.04288128018379 14.860084958374498 40.664938881993294 13.183909408748148 16.366675540804863 2917.4894972890615 87400.443107384024 23569.26472376287 6995.7554344832897 leaf_count=876472 119 91 126 63 192 97 129 52 181 63 62 552 49 110 118 94 272 83 55 378 77 59 97 186 73 66 12160 392868 97157 29673 internal_value=-1.86489e-05 -0.00203419 0.00117476 -0.00342523 0.00437601 -0.00440988 -0.00367727 -0.00478504 -0.00370891 -0.00448066 -0.00205189 0.00146391 -0.0102921 -0.0197239 0.00484663 0.00831454 -0.0125069 -0.0223798 -0.00164771 0.000168575 0.00861144 0.00145132 -1.48734e-05 -1.53992e-05 -0.00726641 0.000606949 -1.41928e-05 -0.000112421 -0.000720276 -0.00274853 internal_weight=324342 606.424 183.383 423.041 47.4109 375.63 354.514 313.74 291.875 280.955 215.687 151.183 64.5045 27.7936 40.7737 40.8478 65.2677 19.8821 159.159 130.443 48.3767 24.3378 323735 323720 53.8488 29.7513 323667 120883 33482.5 9913.24 internal_count=1411774 3088 821 2267 408 1859 1768 1553 1424 1372 954 614 340 159 215 216 418 146 702 576 198 122 1408686 1408589 259 121 1408330 531858 138990 41833 is_linear=0 shrinkage=0.03 Tree=569 num_leaves=31 num_cat=0 split_feature=0 1 2 1 1 2 2 2 2 0 2 2 0 2 3 2 2 1 2 2 0 1 2 1 2 3 2 0 2 2 split_gain=2.58647 2.83981 10.1211 3.40564 4.83147 3.55849 3.50764 5.15215 4.66393 5.77872 6.57248 5.28757 4.62997 5.57144 3.75829 3.0021 3.12353 2.97529 2.48594 5.73311 5.20216 2.35753 2.05809 12.9038 11.8344 10.8229 36.1912 42.2188 18.1716 15.0542 threshold=95.500000000000014 1.0000000180025095e-35 3673.077514648438 3.5000000000000004 82.000000000000014 3346.970825195313 4165.5986328125009 4520.4785156250009 6815.6660156250009 97.500000000000014 54479.306640625007 99992.636718750015 96.500000000000014 24156.202148437504 28.166500091552738 99992.636718750015 47442.083984375007 19.500000000000004 6368.3278808593759 79002.019531250015 96.500000000000014 6.5000000000000009 291.56593322753912 -9.4999999999999982 310.97680664062506 1.469500005245209 216.75743103027347 54.500000000000007 259.04246520996099 203.28157806396487 decision_type=2 2 2 2 2 2 2 2 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 -2 5 17 -3 14 -8 -9 10 12 -12 -10 -14 -7 16 -11 21 -4 20 -20 -5 23 -1 -24 26 -25 -28 -29 -27 right_child=1 3 18 4 -6 6 7 8 9 15 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 24 25 -26 29 27 28 -30 -31 leaf_value=0.0044488452180207532 0.019294662249023323 -0.016279215962645862 -0.0095754021944712171 0.0098922119323628654 -0.01985404534746291 -0.0064862983404740315 -0.018781981936595298 0.015570841466080232 -0.0030609454715754573 -0.0097478763279113118 0.018874991333636262 -0.00038320359965083662 -6.0114885476546071e-05 -0.028803612652203194 0.012102637364683085 -0.007958344871749715 -0.033697490983940648 0.017915483387032999 0.00058902865063547834 -0.0046562324049263882 0.02082961310720035 -0.0088657591667081117 0.0017700963438545885 -0.0003170042393458544 -6.7570446524991146e-06 0.0007241044853575566 0.00065575274537281859 0.0066391513426935838 0.019806230580975755 -0.0013136368571993406 leaf_weight=528.26279368251562 24.017497524619102 21.025582030415535 28.79239110648632 13.330886356532575 6.458485991228371 16.275789380073547 21.628609865903854 10.983569897711275 36.662212044000626 9.572810214012863 14.156024813652037 137.10549080371857 9.0450976788997668 18.446960166096687 24.55926801264286 45.262543253600597 10.042712355032561 16.476729471236467 29.741156190633774 82.202780947089195 18.560100629925728 11.010838232934473 3414.9252608567476 20322.915646441281 278307.63739794237 4290.6900240667164 2152.2998371869326 989.1424203813076 104.27603326737881 13621.255767971277 leaf_count=2741 119 91 126 63 192 97 129 52 181 63 62 552 49 110 118 272 83 94 121 378 77 59 14497 86973 1214027 18896 9253 4036 424 57839 internal_value=-1.80915e-05 -0.00197722 0.00114052 -0.00333141 0.00425607 -0.00428857 -0.00357588 -0.00465506 -0.00360608 -0.00435754 -0.00199358 0.0014191 -0.0100399 -0.0193468 0.00469357 -0.0122066 -0.0220095 0.00807089 -0.00159662 0.000163695 0.00836662 0.00140715 -1.4428e-05 -0.000210313 1.47812e-05 -0.000269648 0.000152801 0.00309446 0.00789486 -0.000825509 internal_weight=324337 605.358 183.314 422.044 47.2769 374.767 353.741 312.906 291.277 280.294 215.416 151.262 64.1543 27.4921 40.8351 64.8781 19.6155 40.8185 159.296 130.504 48.3013 24.3417 323731 42008.8 281723 41480.6 23568.6 3245.72 1093.42 17911.9 internal_count=1411774 3088 821 2267 408 1859 1768 1553 1424 1372 954 614 340 159 215 418 146 216 702 576 198 122 1408686 180162 1228524 177421 100686 13713 4460 76735 is_linear=0 shrinkage=0.03 Tree=570 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 3 2 2 0 2 0 2 0 2 0 0 1 2 2 0 2 0 2 2 2 2 0 0 1 1 split_gain=4.89112 29.1515 43.464 25.4687 25.2379 29.8716 32.9168 23.3555 28.4743 21.9119 46.486 21.8275 22.8633 20.6878 19.7815 29.5704 18.2738 22.7808 22.0409 17.8313 30.4657 21.7792 74.4985 73.4438 48.7655 38.6859 38.1677 31.9597 21.5242 20.9969 threshold=25.500000000000004 7128.9062500000009 2661.5908203125005 7.5000000000000009 12.500000000000002 8.545499801635744 2799.732299804688 11270.709472656252 17.500000000000004 8374.6435546875018 21.500000000000004 2848.0100097656255 4.5000000000000009 6815.6660156250009 3.5000000000000004 6.5000000000000009 1.0000000180025095e-35 3346.970825195313 5681.6511230468759 17.500000000000004 19411.564453125004 12.500000000000002 18300.850585937504 14993.919433593752 14362.723632812502 29513.294921875004 14.500000000000002 5.5000000000000009 1.0000000180025095e-35 -5.4999999999999991 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 14 8 -3 10 -10 -8 16 -14 -7 -16 17 -13 -18 21 28 23 24 27 26 -24 -23 -9 -21 -22 right_child=-2 7 4 -5 -6 6 11 19 9 -11 -12 12 13 -15 15 -17 18 -19 -20 20 29 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.003054200210709992 0.00013544148786592139 -0.00015339978038575835 0.0041257451627074553 -0.00025763176845378349 -0.002884870176516092 -0.035296559023960859 0.01220766447928676 0.0015745039593779112 -0.0025838483304324775 0.0044110959417421559 0.0043658672571353094 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509.38398197293282 7185.6354548335075 leaf_count=11090 876842 23216 8295 146734 40830 173 512 3320 6818 14698 7555 558 14607 457 644 614 2692 4902 632 2778 2340 7590 1677 159120 6017 19251 8795 6763 2064 29029 internal_value=4.7435e-05 -0.000106905 -0.000635166 -5.23975e-05 -0.00191947 -0.000477204 -0.00137012 0.000315104 0.00148791 0.00274827 0.00105579 -0.000809805 -0.00110126 -0.00248854 -0.0110212 -0.00858149 0.00182752 -0.00123442 0.00512717 4.11537e-05 -0.00117995 0.000288959 0.00149141 -8.07794e-05 0.00400511 -0.00108114 0.00229059 -0.00559287 -0.00564736 -0.000493961 internal_weight=324083 117688 52264.7 35951.4 16313.4 6541.17 5478.42 65423.6 12388.3 7007.34 3472.71 5177.81 5064.42 3436.61 300.608 273.156 1627.82 844.321 783.498 53035.3 8947.1 44088.2 10368.4 33719.8 5244.19 5124.22 3881.01 2043.67 1190.97 7756.12 internal_count=1410613 533771 232740 157824 74916 34086 25791 301031 52287 29071 14373 24360 23848 15064 1431 1258 8784 5460 3324 248744 36211 212533 43330 169203 22402 20928 16385 10083 4842 31369 is_linear=0 shrinkage=0.03 Tree=571 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 2 0 1 2 2 2 2 1 2 1 2 2 0 2 2 0 2 0 0 2 2 2 0 2 0 split_gain=4.63702 14.6656 9.81021 41.0948 9.55704 8.4362 7.57249 11.4638 5.62404 23.3125 16.7853 5.65781 12.2008 14.8768 10.0504 9.72403 10.4869 5.19797 26.6777 41.9504 23.7672 23.1123 26.3897 22.5398 26.6558 24.3881 42.2375 22.1008 20.6377 43.7557 threshold=1.5000000000000002 -4.4999999999999991 16861.583007812504 17336.302734375004 11031.315917968752 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 28435.229492187504 31594.402343750004 24919.096679687504 50102.638671875007 1.0000000180025095e-35 45446.361328125007 1.0000000180025095e-35 45446.361328125007 40737.804687500007 25.500000000000004 7128.9062500000009 2661.5908203125005 7.5000000000000009 11270.709472656252 17.500000000000004 12.500000000000002 2799.732299804688 3061.900268554688 3178.1462402343755 3.5000000000000004 8374.6435546875018 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 5 6 -3 -8 10 -10 -5 12 13 -11 -13 16 -14 18 19 20 -2 22 -20 24 27 -26 -27 -21 29 -24 right_child=17 2 3 8 -6 -7 7 -9 9 11 -12 14 15 -15 -16 -17 -18 -19 21 23 -22 -23 28 -25 25 26 -28 -29 -30 -31 leaf_value=0.027640036049212339 0.0029507578995044692 0.030054582316695024 0.064063401232559547 0.010677644483145152 -0.0079138581468955974 0.029145052139263279 -0.019593875801003864 0.012075717153128586 0.037360445682536797 0.0080000749201623953 -0.023767628106678609 0.0090114026400403072 0.01471757784850696 -0.0279677242244613 -0.0021018105828729079 0.030152733727936983 -0.032518272802506444 0.00013137799406059814 -0.00012849454260198894 -0.034925161181958445 -0.00024990086164628178 1.2417431793167751e-05 -0.0025057309541057799 -0.0027980734421955557 0.0086377884443446309 -0.019900958947676864 -0.00015127723120850111 -0.0065408208672438749 0.004281203136120534 0.0042372775594229943 leaf_weight=20.299370811553672 2225.8748130984604 6.8234134463127694 10.092722333967684 25.477565346285701 143.75853030756116 11.750689214095472 20.983621206134558 20.17994898557663 18.050171855837107 16.279861215502024 25.452204063534737 172.5665346654132 10.382466420531278 28.411791406571865 127.24437924101949 12.445277184247969 7.1383678019046775 206395.09051363263 5369.538619145751 26.920037865638733 33723.693577304482 52423.239943493158 1654.4039707183838 9773.0574783533812 276.17039918899536 99.129176594316959 5783.5801391415298 297.81915718317032 3532.6492566168308 1817.684635207057 leaf_count=1895 11068 3764 118 424 2219 302 383 82 112 299 340 10600 94 264 869 174 100 876842 23019 173 146734 231556 6818 40830 1235 449 26230 1367 14698 7555 internal_value=4.6015e-05 0.00252563 0.00174971 0.00420518 -0.00372291 0.00636259 0.00078379 -0.00406824 0.00284283 0.0040598 -0.00653642 0.00245464 -0.00493501 -0.0148657 0.00429478 0.00987571 -0.00452733 4.08216e-05 -0.00011892 -0.000623597 -5.1727e-05 0.000287689 0.00145387 -0.00188821 -0.000516742 -7.50442e-05 -0.000484078 -0.00889381 0.00266684 0.00102432 internal_weight=324076 677.337 657.038 453.541 203.496 59.7377 47.987 41.1636 443.449 392.519 50.9298 374.469 74.6578 44.6917 299.811 29.9661 17.5208 323399 117004 52206.2 35949.6 64797.5 12374.3 16256.7 6483.62 6158.88 5882.71 324.739 7004.74 3472.09 internal_count=1410613 22039 20144 13394 6750 4531 4229 465 13276 12512 764 12400 931 563 11469 368 194 1388574 511732 228086 157802 283646 52090 70284 29454 27914 26679 1540 29071 14373 is_linear=0 shrinkage=0.03 Tree=572 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 2 0 1 2 2 2 2 1 2 1 2 2 0 2 2 0 2 0 2 0 2 0 0 2 0 split_gain=4.38076 14.2381 9.25172 39.0454 9.01964 8.17077 7.31907 10.6407 6.83956 21.8354 13.6862 5.33179 11.349 13.6305 9.55408 8.87618 10.0652 4.89079 25.1018 39.4707 22.3717 21.7522 24.9924 23.6719 34.2103 22.2554 21.2014 26.3524 29.2949 21.0513 threshold=1.5000000000000002 -4.4999999999999991 16861.583007812504 17792.297851562504 11031.315917968752 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 28435.229492187504 31594.402343750004 24919.096679687504 50102.638671875007 1.0000000180025095e-35 45446.361328125007 1.0000000180025095e-35 45446.361328125007 40737.804687500007 25.500000000000004 7128.9062500000009 2661.5908203125005 7.5000000000000009 11270.709472656252 16.500000000000004 10057.160644531252 18.500000000000004 9353.3178710937518 12.500000000000002 10.500000000000002 2799.732299804688 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 5 6 -3 -8 10 -10 -5 12 13 -11 -13 16 -14 18 19 20 -2 22 29 24 25 -24 27 28 -21 -20 right_child=17 2 3 8 -6 -7 7 -9 9 11 -12 14 15 -15 -16 -17 -18 -19 21 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.02754444511257528 0.0028635085133575221 0.030052967226726724 0.05730722418265842 0.0084869930009585787 -0.0076962751264987896 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52423.164718262851 1081.6719410866499 1286.0884749889374 5318.1310738697648 498.23519768565893 9773.8592042028904 1055.7583664953709 5128.0767029970884 2613.9805625081062 leaf_count=1895 11068 3764 176 366 2219 302 383 82 112 299 340 10600 94 264 869 174 100 876842 7236 1431 146734 231556 4448 5348 22106 2056 40830 4466 23557 10896 internal_value=4.46371e-05 0.00245871 0.00170208 0.00409046 -0.00361753 0.00618326 0.00076122 -0.00390621 0.00263049 0.00394688 -0.00799185 0.00238727 -0.00474093 -0.0142592 0.00418932 0.00949444 -0.00441852 3.95974e-05 -0.000115355 -0.000604898 -5.0175e-05 0.000279073 0.00141056 0.00237507 0.0016784 -0.00219775 -0.00183156 -0.000501321 -0.00134491 -0.000474445 internal_weight=324071 675.129 655.362 452.293 203.069 59.6755 48.1809 41.5588 440.216 391.677 48.5392 373.567 75.3826 45.1761 298.184 30.2065 17.4409 323396 117001 52205.7 35948.8 64794.9 12371.8 8184.13 6898.04 1579.91 16256.9 6483.04 5427.28 4187.63 internal_count=1410613 22039 20144 13394 6750 4531 4229 465 13218 12512 706 12400 931 563 11469 368 194 1388574 511732 228086 157802 283646 52090 33958 28610 6504 70284 29454 24988 18132 is_linear=0 shrinkage=0.03 Tree=573 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 2 0 1 2 2 2 2 1 2 1 2 2 2 2 2 2 1 1 0 2 2 0 2 0 0 split_gain=4.13908 13.8204 8.72593 37.182 8.51161 7.9093 7.07552 9.88388 6.46598 20.4667 13.0594 5.02517 10.5628 12.5085 9.08033 8.39336 10.7696 17.4286 4.67944 6.7026 8.46272 5.61835 7.46456 4.60656 14.3342 25.0504 20.3376 51.198 22.5305 31.1728 threshold=1.5000000000000002 -4.4999999999999991 16861.583007812504 17792.297851562504 11031.315917968752 4432.1855468750009 1.0000000180025095e-35 1.0000000180025095e-35 28435.229492187504 31594.402343750004 24919.096679687504 50102.638671875007 1.0000000180025095e-35 45446.361328125007 1.0000000180025095e-35 32666.960937500004 40737.804687500007 45446.361328125007 11541.221191406252 13515.104003906252 13196.084960937502 -1.4999999999999998 1.0000000180025095e-35 28.500000000000004 6815.6660156250009 1572.3760986328127 12.500000000000002 1806.0396118164065 15.500000000000002 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 4 -4 5 6 -3 -8 10 -10 -5 12 13 -11 -13 -14 -17 -18 -6 20 -20 -21 -23 24 25 -2 -27 28 -28 -30 right_child=23 2 3 8 18 -7 7 -9 9 11 -12 14 15 -15 -16 16 17 -19 19 21 -22 22 -24 -25 -26 26 27 -29 29 -31 leaf_value=0.027447382411886885 8.7203387166130114e-05 0.030051399719165959 0.056194875759853019 0.0082259605444707524 -0.02892135348821967 0.028669021027946121 -0.017815810582683032 0.011329419502529508 0.034936929330093139 0.0076342755451098473 -0.023013177925246951 0.00862641961351528 -0.023861129340293157 -0.025254886985901118 -0.0019823056120060346 0.056212168794827766 -0.032359920936807646 0.026984914981543585 -0.0072550743482298332 -0.037169098119433551 0.053778198651293602 0.0059746315608023024 -0.0109415434917653 0.00013235598904326774 0.00019853581075639039 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0.00232164 -0.00455681 -0.0136854 0.0040859 0.009132 0.0166546 0.00676856 -0.00748392 -0.00611053 0.0200534 -0.00782559 -0.00645972 3.84105e-05 -9.80515e-05 -0.000427929 -0.00112902 -0.00176879 -0.00879329 -0.00682676 internal_weight=324067 672.907 653.658 451 202.658 59.6138 48.3664 41.9397 439.051 390.841 48.2097 372.682 76.0768 45.6407 296.605 30.4361 24.785 19.8294 143.044 134.432 8.27001 126.162 120.55 323394 131859 62426.2 26440.8 16616.2 884.135 756.564 internal_count=1410613 22039 20144 13394 6750 4531 4229 465 13218 12512 706 12400 931 563 11469 368 318 274 2219 2112 141 1971 1884 1388574 573553 270903 114642 69463 3729 3172 is_linear=0 shrinkage=0.03 Tree=574 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 2 0 2 0 2 0 0 1 2 0 2 2 1 0 2 2 0 2 2 2 2 0 0 1 split_gain=3.96145 23.3932 35.4571 21.7347 23.2282 21.21 19.4655 24.0054 22.3003 32.1991 20.9351 19.0963 39.3697 18.9838 18.4487 30.0166 17.7711 26.2921 17.6626 16.72 28.6794 21.3914 21.7565 79.3735 53.1224 46.081 38.6557 35.9505 31.0611 20.4742 threshold=25.500000000000004 7128.9062500000009 2661.5908203125005 4.5000000000000009 3346.970825195313 7.5000000000000009 11270.709472656252 16.500000000000004 10057.160644531252 18.500000000000004 9353.3178710937518 10.500000000000002 7.5000000000000009 -1.4999999999999998 8374.6435546875018 21.500000000000004 8007.5161132812509 7836.1462402343759 -2.4999999999999996 17.500000000000004 19411.564453125004 89063.015625000015 12.500000000000002 14993.919433593752 18300.850585937504 14362.723632812502 29513.294921875004 14.500000000000002 5.5000000000000009 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 5 4 -4 -1 7 11 9 10 -9 12 16 -11 15 -15 17 18 -3 21 29 22 23 28 25 27 -26 -24 -8 -21 right_child=-2 6 3 -5 -6 -7 19 8 -10 13 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 24 -25 26 -27 -28 -29 -30 -31 leaf_value=0.002793251725936989 0.00012120065565592715 0.017871579545443758 -0.0068046040016621068 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240.17006370425224 1105.8109051957726 7756.0800469219685 14541.009759495966 1798.9883498363197 19057.019497190602 412.37579093128443 1359.978714056313 2782.164070121944 2080.4580877572298 1605.3460176810622 84.737275019288063 leaf_count=11090 876842 181 1271 62017 11628 146734 3320 4448 5348 4398 2056 10896 2301 4379 7278 6051 3592 241 1118 4498 31369 75523 7590 91548 1677 6017 11300 8795 6763 344 internal_value=4.20036e-05 -9.69139e-05 -0.000570098 -0.00172997 0.00149535 -4.36844e-05 0.000281222 0.00135231 0.00229869 0.00162255 -0.00213752 -0.00049172 0.00210719 0.00274014 0.00357245 0.00194861 -0.00127506 -0.00711526 -0.00335331 3.11357e-05 -0.00115131 0.000271153 0.000734892 0.000220115 0.00202279 0.00388191 -0.00102638 0.00221611 -0.00539871 -0.00548666 internal_weight=324064 117667 52264.8 16315.7 1686.08 35949.1 65402.2 12380 8181.28 6896.17 1580.08 4198.69 1584.36 5316.09 4373.43 2580.89 1048.19 323.984 271.396 53022.2 8946.63 44075.6 29534.5 21100.6 8433.97 5239.43 3194.54 3879.45 2043.56 1190.55 internal_count=1410613 533771 232740 74916 12899 157824 301031 52287 33958 28610 6504 18329 7433 22106 17708 10430 5132 1540 1299 248744 36211 212533 137010 101631 35379 22402 12977 16385 10083 4842 is_linear=0 shrinkage=0.03 Tree=575 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 2 0 1 2 2 0 2 2 2 2 2 3 0 2 0 0 0 0 0 0 1 1 0 0 1 split_gain=4.4177 16.0511 11.7846 16.7041 15.5392 5.49044 7.59587 5.46586 4.33714 7.51971 4.17516 4.10427 3.80075 3.65446 3.52735 12.519 35.7626 34.3169 63.8286 79.4518 42.4385 34.3638 27.6934 27.141 18.3138 17.9377 21.8348 17.1954 39.6101 26.5908 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 18871.722656250004 2225.1726074218755 19.500000000000004 -49.499999999999993 4611.3833007812509 9801.5458984375018 7.5000000000000009 1896.9642333984377 13771.215820312502 563.99078369140636 2623.7399902343755 3546.369506835938 1.0619999766349795 57.500000000000007 3290.9838867187505 60.500000000000007 60.500000000000007 63.500000000000007 67.500000000000014 32.500000000000007 70.500000000000014 36.500000000000007 1.5000000000000002 18.500000000000004 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 5 7 8 -5 6 -1 12 -4 -10 -11 13 -3 -8 -2 16 -16 23 19 -19 25 -22 -23 27 -24 26 -20 29 -29 -18 right_child=14 2 3 4 -6 -7 11 -9 9 10 -12 -13 -14 -15 15 -17 17 18 20 -21 21 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.013394656021702069 -7.770829319736631e-05 -0.019967179105901713 0.035742188871248061 -0.047047129014163316 0.00098481759269138124 -0.031769701802663773 -0.012170825953169838 0.011371122802971747 -0.048553677530512443 -0.0037019126901945802 0.013250540179076195 -0.0032337567185978743 0.0088164733716122254 -0.038012539108398094 -0.010628599988844944 4.171146703057309e-05 0.0018264805617337302 -0.0095970052517280295 0.0073494037007669922 0.00067509501357067628 -0.0074131162399478376 0.014068373047835855 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49.4245 41.2579 53.1432 41.4249 30.9898 25.8499 24.4283 25.6493 25.2558 21.243 20.1303 21.9524 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 18871.722656250004 -49.499999999999993 2225.1726074218755 19.500000000000004 4611.3833007812509 9801.5458984375018 7.5000000000000009 1896.9642333984377 13771.215820312502 16861.583007812504 2902.4506835937505 3546.369506835938 1.1054999828338625 1.2994999885559084 3232.175903320313 3118.6667480468755 57.500000000000007 59.500000000000007 1.0000000180025095e-35 1.469500005245209 1.6674999594688418 3.4465000629425053 4.1315000057220468 1.0000000180025095e-35 52.500000000000007 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 6 5 8 -5 12 7 -1 -4 -10 -11 -9 -3 -7 -2 16 22 18 28 20 -19 -22 -16 27 -25 -26 -27 -21 -18 -30 right_child=14 2 3 4 -6 13 -8 11 9 10 -12 -13 -14 -15 15 -17 17 19 -20 23 21 -23 -24 24 25 26 -28 -29 29 -31 leaf_value=0.013125248905985525 -7.1583668458897578e-05 -0.019057081041934449 0.035545790757028559 -0.044482980583558866 0.00095588526368187317 0.0072825100884898186 -0.030407838619767869 -0.025512149214552166 -0.045387324045504246 -0.0035800864630027868 0.012977521351888023 -0.0031336076617755181 0.0086125076219529077 0.022070200581600155 0.0011121203015768768 4.0460148410011089e-05 0.0045633449909673503 0.00052645661426354337 -0.0081422334265400746 0.00093196674790556571 -0.014830994360109486 -0.0022111111316428537 -0.018242787765706561 -0.0015423947985101581 0.0046599095908668436 -0.011518653636619122 0.00094625359384894656 0.0076816971738021466 0.019837606779534545 0.0078834602110264169 leaf_weight=8.4146750234067422 140248.40837636776 9.7188161872327345 2.9022051412612191 15.687102749943735 10.03471979498863 55.314823914552107 18.091504253447056 20.215912170708183 3.006176881492137 49.393286700127646 17.633415717631578 10.215614348649977 7.2141960673034182 19.324028715491295 150.71431238949299 171312.69342075626 484.76970611512661 2460.7452349960804 175.49627417325974 651.32176849246025 422.26804803311825 525.32275831699371 147.13849344849586 1947.7471948117018 2220.044739946723 163.74755002558231 1372.4714891761541 1179.7914180159569 237.74017381668091 330.40095472335815 leaf_count=91 600366 112 25 101 79 418 104 110 29 1187 166 48 79 117 621 756318 2002 10387 720 2798 1721 2163 638 8074 9244 689 6093 4737 1021 1326 internal_value=3.64605e-05 -0.00384639 0.000193155 -0.00678607 -0.0267562 0.00771237 -0.0173425 -0.0112577 0.00025673 -0.00120567 0.000775897 -0.0179999 -0.00726864 0.011111 3.94223e-05 0.000124133 0.00127366 0.00151158 0.00659727 0.000940713 -0.00179816 -0.00783482 -0.00844915 0.00217958 0.001184 0.00259773 -0.000382397 0.00528084 0.00905401 0.0128857 internal_weight=324278 247.166 190.229 98.6569 25.7218 91.5719 56.9377 38.8462 72.9351 70.0329 67.0267 30.4315 16.933 74.6389 324031 183782 12469.7 12171.9 1228.41 10943.5 3408.34 947.591 297.853 7535.12 5704.01 3756.26 1536.22 1831.11 1052.91 568.141 internal_count=1411584 2666 2313 1587 180 726 353 249 1407 1382 1353 158 191 535 1408918 808552 52234 50975 5069 45906 14271 3884 1259 31635 24100 16026 6782 7535 4349 2347 is_linear=0 shrinkage=0.03 Tree=577 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 1 2 0 2 2 0 1 2 2 2 2 3 3 0 2 0 0 0 0 0 0 2 3 2 0 split_gain=3.88682 13.9694 10.4404 14.2491 12.7248 4.90805 4.61735 6.62892 4.03357 6.19008 3.75236 3.64766 3.34473 3.26712 3.2082 10.4928 52.0738 28.3719 44.0908 33.5995 32.6288 32.8265 34.104 32.8468 29.2084 25.5655 30.3807 29.19 25.5653 26.8255 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 18871.722656250004 -49.499999999999993 2225.1726074218755 19.500000000000004 4611.3833007812509 9801.5458984375018 7.5000000000000009 -40.499999999999993 16861.583007812504 13771.215820312502 16079.829101562502 13515.104003906252 7.7119998931884775 4.4095001220703134 22.500000000000004 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30.215 37.0009 46.5568 38.8242 50.0151 39.3077 29.3521 24.3285 22.9886 24.5171 29.3544 39.0856 23.772 22.531 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 18871.722656250004 -49.499999999999993 2225.1726074218755 19.500000000000004 4611.3833007812509 9801.5458984375018 7.5000000000000009 1896.9642333984377 8714.5634765625018 2.7749999761581425 2902.4506835937505 3546.369506835938 1.1054999828338625 1.2994999885559084 3232.175903320313 3118.6667480468755 57.500000000000007 61.500000000000007 1.0000000180025095e-35 1.469500005245209 1.6674999594688418 2.0774999856948857 2.3904999494552617 3.4465000629425053 4.1315000057220468 3178.1462402343755 decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 -3 7 -1 -4 -10 -11 -9 13 -7 -2 16 22 18 -18 20 -19 -22 -16 -21 -25 -26 29 -28 -29 -27 right_child=14 2 3 4 -6 12 -8 11 9 10 -12 -13 -14 -15 15 -17 17 19 -20 23 21 -23 -24 24 25 26 27 28 -30 -31 leaf_value=0.01259620793531529 -7.0989007009052363e-05 -0.0067557445094959959 0.035175453823581414 -0.040004465623187796 0.00090049540920659164 0.013430343635988174 -0.027927714607549354 -0.023650875775471283 -0.039991570034072298 -0.0033493324300458748 0.012442261568795023 -0.0026054202407232115 0.016086346387854614 -0.012501525432307512 0.0010773419502774083 3.8466216267340056e-05 0.0087920479392378167 0.00050913340456849952 -0.0078978871549098707 0.005121811153974253 -0.012659496009818859 -0.00021810903991935379 -0.017782420894447374 -0.0014975024828881155 0.0053404569246895614 0.018137086770156019 0.010537806795338885 -0.011178958449278712 0.00091632892995903859 -0.011924091080130764 leaf_weight=8.2523728124797326 140248.34574191645 17.128191769123077 2.7615330545231691 16.400952517986301 10.022616297006605 19.385957185062583 18.527091257274151 20.651475474238399 3.2068913318216792 49.671680619358085 17.309965390712023 10.279779762029646 41.924237847328186 12.339292652904986 150.6953911036253 171308.5325602903 1051.6086782068014 2460.6348442137241 175.53197649121284 1830.7775481790304 562.34511908888817 385.04023280739784 146.44278709590435 1947.9690074920654 1594.6169549971819 24.819075122475624 365.91253340244293 163.68532003462315 1372.4485412947834 234.02978372573853 leaf_count=91 600366 191 25 101 79 138 104 110 29 1187 166 48 306 91 621 756318 4349 10387 720 7535 2296 1588 638 8074 6637 103 1528 689 6093 976 internal_value=3.43138e-05 -0.00360311 0.00018725 -0.00633154 -0.024489 0.00732332 -0.016092 -0.0104957 0.000245342 -0.00112897 0.000731665 -0.0166566 0.0105976 0.00334434 3.70962e-05 0.000119582 0.00123423 0.00146501 0.0064047 0.000911039 -0.00174594 -0.00760302 -0.00821758 0.00211289 0.00114704 0.00251876 0.00043651 0.0017264 -0.000372505 -0.00904175 internal_weight=324271 247.862 190.151 99.3736 26.4236 90.7777 57.7107 39.1836 72.9501 70.1885 66.9816 30.9313 73.6495 31.7252 324023 183775 12466.6 12169.4 1227.14 10942.3 3408.02 947.385 297.138 7534.26 5703.48 3755.51 2160.9 1902.05 1536.13 258.849 internal_count=1411584 2666 2313 1587 180 726 353 249 1407 1382 1353 158 535 229 1408918 808552 52234 50975 5069 45906 14271 3884 1259 31635 24100 16026 9389 8310 6782 1079 is_linear=0 shrinkage=0.03 Tree=579 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 1 2 2 2 2 2 0 1 2 0 2 2 3 0 3 0 3 1 0 0 0 1 0 1 0 split_gain=3.42216 12.1749 9.25468 12.2155 10.5388 4.40709 4.10038 3.75431 5.1493 3.66018 9.2367 3.37109 3.1563 3.15606 3.14911 3.07673 12.7469 15.6873 16.1248 11.8668 9.50943 7.48438 11.6432 14.1453 14.3666 8.69816 7.65347 6.98218 6.95327 6.2592 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 18871.722656250004 -49.499999999999993 1193.5148925781252 4611.3833007812509 9801.5458984375018 1957.453552246094 2272.6494140625005 7.5000000000000009 -83.499999999999986 16861.583007812504 21.500000000000004 58311.849609375007 56232.490234375007 21.500000000000004 3.5000000000000004 8.545499801635744 8.5000000000000018 1.4100000262260439 1.5000000000000002 44.500000000000007 49.500000000000007 55.500000000000007 -6.4999999999999991 78.500000000000014 1.0000000180025095e-35 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 5 7 -5 -3 14 -4 -9 -8 -11 12 -10 -7 -1 16 29 19 28 -18 -21 22 23 -17 -25 -26 27 -23 -19 -2 right_child=15 2 3 4 -6 13 9 8 11 10 -12 -13 -14 -15 -16 21 17 18 -20 20 -22 26 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.01262929948144228 7.0052456912502638e-05 -0.0065176486252550058 0.03500082484432597 -0.038035256903055266 0.00087399297925450656 0.0067001158035857288 -0.033070897704224264 -0.037673005713530348 0.024216766542268779 0.0088548940612821186 -0.027785025291508007 0.012180041187925542 -0.0053173669281548468 0.020985770457843129 -0.013522637971698625 -0.013336093409042153 0.0019403294729374262 0.0093253784483282465 0.013975089726423385 0.0033146074329721931 -0.023859102032454976 0.0025185828335783679 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-0.0155119 0.000239727 -0.00109268 -0.0207333 -0.0141622 0.000710488 -0.00324006 0.0103511 -0.00333907 3.59838e-05 6.45609e-05 0.00352495 0.00882573 0.000735885 -0.013435 -0.000263065 -0.00424228 -0.00238122 0.000775768 -0.00385993 -0.00020317 0.00293749 0.000265717 5.33514e-05 internal_weight=324268 248.134 190.073 99.697 26.7443 90.376 58.0614 72.9527 70.2597 40.6325 26.5119 66.959 49.8045 73.1561 17.4289 324019 295757 954.977 329.238 625.738 49.0178 28262.5 419.099 368.108 285.758 193.743 27843.4 681.243 123.665 294802 internal_count=1411584 2666 2313 1587 180 726 353 1407 1382 221 142 1353 1187 535 132 1408918 1273042 4594 2006 2588 210 135876 1790 1564 1192 810 134086 4358 629 1268448 is_linear=0 shrinkage=0.03 Tree=580 num_leaves=31 num_cat=0 split_feature=0 2 2 3 0 2 0 1 1 0 2 0 0 1 0 0 1 1 2 3 2 1 3 0 0 1 2 0 0 1 split_gain=3.66703 13.3452 35.2291 48.8597 55.3264 33.4534 92.309 31.7057 24.2033 24.0756 37.7368 45.4557 33.1163 23.8759 25.9631 20.7539 19.9629 35.5776 26.7264 19.3849 20.9448 25.3765 27.0326 18.5434 17.7289 17.3898 16.9333 27.6271 17.6723 16.1612 threshold=28.500000000000004 5681.6511230468759 3673.2597656250005 1.469500005245209 51.500000000000007 11270.709472656252 40.500000000000007 -2.4999999999999996 1.5000000000000002 67.500000000000014 7656.2912597656259 61.500000000000007 74.500000000000014 2.5000000000000004 62.500000000000007 29.500000000000004 -6.4999999999999991 -1.4999999999999998 5947.2192382812509 1.5979999899864199 3826.821655273438 -1.4999999999999998 2.279500007629395 48.500000000000007 29.500000000000004 4.5000000000000009 6665.8681640625009 82.500000000000014 87.500000000000014 -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 2 -2 4 7 6 8 23 16 10 -8 -12 -11 19 -15 -7 -3 -18 24 29 21 22 -21 -4 -19 -9 -14 -28 -29 -5 right_child=1 5 3 13 -6 15 9 25 -10 12 11 -13 26 14 -16 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00014010489800793844 3.478151670185586e-05 -0.013152083147629891 -0.018270177976061758 -0.0081459838739959302 0.0040869522057845678 0.0048301893487586985 -0.0039594584871023601 -0.0021120152120483447 -0.010960999215800073 0.0067125425949838913 0.0013185433285484581 -0.0088476987969178123 -0.0042646765488846255 0.0075892019039237781 -3.2511750203879393e-05 5.3257356512623732e-05 0.0030831304777647357 0.014129976979835089 -0.0066284379279795917 0.0089335017388790256 0.0019402425874332472 -0.0048503021935760405 -0.02264122535628672 0.00079705900372543936 -0.0042908303676919869 -0.01143143290418743 0.003082912231264993 -0.0064305659603913759 0.0038842664213828678 0.0092213785821694295 leaf_weight=132310.68387973786 125567.84111509845 225.5579347461462 202.49906201660633 53.765717551112175 1064.9623824357986 840.01836150884628 2890.3927563130856 2071.1317431777716 656.72598727047443 888.19604377448559 4319.9379018098116 435.75877265632153 623.06866919994354 1374.026963070035 568.75101211667061 32023.589454135858 532.15112072229385 97.084551334381104 1949.1655244827271 240.12107233703136 10369.574582770467 865.74946886301041 27.16416272521019 59.361281305551529 91.190374791622162 197.37467569112778 1977.3259079307318 554.48283484578133 204.66826448589563 467.7199402153492 leaf_count=594643 539381 969 822 231 4463 3388 12767 9198 2913 3664 17953 1770 2553 5541 2316 133616 2169 391 7959 1078 42902 3488 120 259 369 1259 8081 2283 885 1891 internal_value=-1.86565e-05 6.52809e-05 0.000210799 0.00146931 -0.00164949 -0.000365859 -0.0015174 -0.0040638 -0.00576136 -0.00025002 -0.00125604 0.000387023 0.00156086 0.00227215 0.00535793 0.000175359 -0.00458189 -0.00385779 -0.00558584 0.00177356 0.00151708 -0.00235567 0.00572457 -0.0139478 0.00520792 -0.00292286 0.000198861 0.00121516 -0.00364967 0.00743079 internal_weight=323750 191439 143130 17562.2 3595.33 48309.3 15445.7 2530.37 3551.88 11893.8 7646.09 4755.7 4247.74 13966.9 1942.78 32863.6 2895.15 2669.59 2137.44 12024.1 11502.6 1133.03 267.285 261.86 188.275 2268.51 3359.55 2736.48 759.151 521.486 internal_count=1409322 814679 612949 73568 16001 201730 64726 11538 14770 49956 32490 19723 17466 57567 7857 137004 11857 10888 8719 49710 47588 4686 1198 1081 760 10457 13802 11249 3168 2122 is_linear=0 shrinkage=0.03 Tree=581 num_leaves=31 num_cat=0 split_feature=0 2 2 3 0 2 0 1 2 0 2 0 1 1 0 2 0 0 1 0 1 1 0 1 3 2 1 3 0 2 split_gain=3.45026 12.5578 33.1571 45.9836 52.0839 31.491 86.9359 29.796 23.1944 30.1399 27.0449 40.0193 26.2765 34.2716 22.6599 35.5404 42.7868 31.1922 22.4616 24.4316 21.0734 20.0861 19.5234 18.3042 18.2408 19.7105 23.8927 25.3853 17.4296 16.6558 threshold=28.500000000000004 5681.6511230468759 3673.2597656250005 1.469500005245209 51.500000000000007 11270.709472656252 40.500000000000007 -2.4999999999999996 8007.5161132812509 38.500000000000007 10057.160644531252 37.500000000000007 -8.4999999999999982 -2.4999999999999996 67.500000000000014 7656.2912597656259 61.500000000000007 74.500000000000014 2.5000000000000004 62.500000000000007 -4.4999999999999991 -1.4999999999999998 29.500000000000004 1.0000000180025095e-35 1.5979999899864199 3826.821655273438 -1.4999999999999998 2.279500007629395 48.500000000000007 7303.1936035156259 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 7 6 8 28 9 -3 12 23 -10 -14 15 -8 -17 -16 24 -20 -11 29 -7 -12 -5 26 27 -26 -4 -22 right_child=1 5 3 18 -6 22 14 -9 10 20 11 -13 13 -15 17 16 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.00013590042052693369 3.3738021495321502e-05 -2.0531363441464753e-05 -0.017712830704421416 0.0072088241803867827 0.0039635991287084093 0.0046844036146454172 -0.0038436907898761088 -0.0028379274058998238 -0.033448839474663136 -0.02764438432372689 -0.0026099094296918621 0.0073476093278238234 0.0048321844886324494 -0.011280862887644114 0.0065167773820694799 0.0012788744632570878 -0.0085865842123807011 0.00019292688945095218 0.0073620481362546 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120 259 70 internal_value=-1.80984e-05 6.33241e-05 0.000204482 0.0014256 -0.00160088 -0.000354935 -0.00147248 -0.00394512 -0.00559288 -0.00269086 -0.00761963 -0.00334326 -0.0103434 -0.00954162 -0.000242595 -0.00121872 0.000375392 0.00151451 0.00220442 0.00519746 -0.00965126 -0.00704643 0.000170098 -0.00748661 0.00172075 0.00147191 -0.0022858 0.00556369 -0.0135245 0.0115345 internal_weight=323741 191429 143126 17557.7 3593.51 48303.3 15439.6 2528.35 3549.15 1459.44 2089.72 813.106 1276.61 1233.8 11890.5 7644.01 4755.86 4246.45 13964.2 1942.68 404.66 353.486 32863.7 585.997 12021.5 11500.1 1132.57 266.789 261.952 45.6053 internal_count=1409322 814679 612949 73568 16001 201730 64726 11538 14770 6115 8655 3345 5310 5129 49956 32490 19723 17466 57567 7857 1726 1520 137004 2408 49710 47588 4686 1198 1081 184 is_linear=0 shrinkage=0.03 Tree=582 num_leaves=31 num_cat=0 split_feature=0 2 2 3 0 2 0 1 1 0 2 0 0 1 0 1 1 2 0 3 2 1 3 1 0 0 2 0 0 1 split_gain=3.24631 11.8171 31.2064 43.2758 49.0219 29.6434 81.8837 28.0132 22.7453 21.3262 33.4711 40.2754 29.3809 21.1316 22.9915 18.3885 38.6429 24.5018 18.3662 17.1719 18.549 22.4957 23.844 16.5653 16.5428 16.3875 15.9325 26.0003 16.6334 15.9207 threshold=28.500000000000004 5681.6511230468759 3673.2597656250005 1.469500005245209 51.500000000000007 11270.709472656252 40.500000000000007 -2.4999999999999996 1.5000000000000002 67.500000000000014 7656.2912597656259 61.500000000000007 74.500000000000014 2.5000000000000004 62.500000000000007 -5.4999999999999991 -1.4999999999999998 5947.2192382812509 29.500000000000004 1.5979999899864199 3826.821655273438 -1.4999999999999998 2.279500007629395 4.5000000000000009 29.500000000000004 48.500000000000007 6665.8681640625009 82.500000000000014 87.500000000000014 -10.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 7 6 8 25 15 10 -8 29 -11 19 -15 -3 -17 24 -7 -5 21 22 -21 -9 -18 -4 -14 -28 -29 -12 right_child=1 5 3 13 -6 18 9 23 -10 12 11 -13 26 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0001318221055726669 3.2725848617535024e-05 -0.01164332202151794 -0.017175430245450349 0.0069954834600616245 0.0038440177631947894 0.0045430941104361655 -0.0037312456577739085 -0.0019654120296148307 -0.010482473152149648 0.0063266934045289403 0.0232489608873554 -0.0083333568302434661 -0.004142203299889703 0.0071418728245256366 -3.0590229796326814e-05 0.0041647119408508007 0.013719114032480707 -0.0062415785925505028 5.0110134608255477e-05 0.0084519504698985087 0.0018263085185669203 -0.0045633196825842839 -0.021060796041195318 -0.011095700173194662 -0.0040807154966032823 0.00075026843458534417 0.0029853656478866799 -0.0062456351680661836 0.0037608588346424421 0.0010897215630291865 leaf_weight=132313.26754430914 125568.12862496078 276.59171522408724 202.67282529175282 521.20582196116447 1065.343094676733 840.3152939081192 2885.9747561514378 2069.207267165184 653.94650296866894 886.6942165941 29.38038432598114 435.31804205477238 623.11619727313519 1373.800769791007 568.75033071637154 481.78136374056339 96.997960269451141 1945.780940040946 32023.441186379176 238.82228035479784 10365.469614081085 865.81096857786179 27.471897065639496 195.76303967088461 91.150304675102234 59.336686506867409 1976.8511464893818 554.29051949083805 204.72672203183174 4291.2912522405386 leaf_count=594643 539381 1179 822 2122 4463 3388 12767 9198 2913 3664 142 1770 2553 5541 2316 1959 391 7959 133616 1078 42902 3488 120 1259 369 259 8081 2283 885 17811 internal_value=-1.75569e-05 6.14257e-05 0.000198354 0.00138316 -0.00155338 -0.000344338 -0.00142887 -0.00382886 -0.00542966 -0.000235381 -0.00118249 0.000364113 0.00146936 0.00213874 0.00504188 -0.00428722 -0.00350937 -0.00524196 0.000164994 0.00166952 0.00142808 -0.00221803 0.00540731 -0.00275455 0.00509581 -0.0131158 0.00018714 0.00117318 -0.00354662 0.0012404 internal_weight=323733 191419 143122 17553.7 3592.32 48297.6 15433.9 2526.98 3546.25 11887.6 7641.96 4755.99 4245.68 13961.3 1942.55 2892.3 2615.71 2133.93 32863.8 12018.8 11497.6 1132.11 266.294 2264.97 188.148 262.01 3358.98 2735.87 759.017 4320.67 internal_count=1409322 814679 612949 73568 16001 201730 64726 11538 14770 49956 32490 19723 17466 57567 7857 11857 10678 8719 137004 49710 47588 4686 1198 10457 760 1081 13802 11249 3168 17953 is_linear=0 shrinkage=0.03 Tree=583 num_leaves=31 num_cat=0 split_feature=0 2 2 2 3 0 0 2 0 2 2 0 1 1 0 1 1 0 1 1 1 1 0 1 1 2 1 1 2 0 split_gain=3.05442 11.2157 26.4656 29.3712 40.7289 46.149 26.9124 35.0819 37.5446 37.1748 36.3917 31.9929 29.5229 38.7108 28.209 26.3375 22.8135 36.1393 21.1412 29.2958 20.9934 19.8811 21.6371 19.6248 18.3588 18.0744 17.4387 19.723 17.232 27.8693 threshold=28.500000000000004 37758.167968750007 5681.6511230468759 3673.2597656250005 1.469500005245209 51.500000000000007 50.500000000000007 10270.009765625002 40.500000000000007 8007.5161132812509 8007.5161132812509 47.500000000000007 -8.4999999999999982 -2.4999999999999996 38.500000000000007 -2.4999999999999996 -1.4999999999999998 44.500000000000007 2.5000000000000004 23.500000000000004 24.500000000000004 2.5000000000000004 62.500000000000007 -4.4999999999999991 -1.4999999999999998 6514.3598632812509 2.5000000000000004 11.500000000000002 16861.583007812504 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 2 3 -2 5 15 7 8 9 14 16 20 -11 -14 -4 -5 -10 -18 28 -20 -12 -6 -23 -16 -25 -19 -3 -28 29 -9 right_child=1 26 6 4 21 -7 -8 18 10 12 11 -13 13 -15 23 -17 17 25 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00012786627032386274 3.1743983946794035e-05 0.00053725573234953414 0.00011066426115242835 -0.012721022318474577 0.001619812940601754 0.0037280890063285475 0.0001410328706201586 0.0024591129714708515 0.003119192851054635 -0.032860102056789818 0.0050265371217279768 -0.0048203453497662899 0.0058434575300392979 -0.010280596826052061 -0.026587923942541263 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1379 194 4953 1870 621 5068 206 10457 2913 1894 7882 856 62 5541 2316 184 1336 2816 4175 1798 22140 8231 internal_value=-1.70316e-05 5.95848e-05 5.25891e-06 0.000192409 0.00134202 -0.00150761 -0.000696876 -0.00145464 -0.00326993 -0.00583157 -0.00123474 0.00206883 -0.009301 -0.00850221 -0.00247095 -0.00371701 -0.0039797 -0.00544587 -0.00058635 -0.00341032 0.00461869 0.00207502 0.00489104 -0.00921765 -0.00669704 -0.00180697 0.00103032 0.00416819 -8.91099e-05 0.00101689 internal_weight=323723 191409 181264 143117 17549 3590.5 38147.2 20031.6 6481.37 2869.55 3611.82 1639.13 1411.91 1365.61 1457.63 2524.98 1972.69 1635.01 13550.2 2028.69 1196.33 13958.5 1942.39 403.4 352.28 981.609 10144.2 1377.54 11521.5 6036.15 internal_count=1409322 814679 771164 612949 73568 16001 158215 83288 27885 11998 15887 6885 5883 5689 6115 11538 9002 7623 55403 8738 5015 57567 7857 1726 1520 4710 43515 5973 46665 24525 is_linear=0 shrinkage=0.03 Tree=584 num_leaves=31 num_cat=0 split_feature=0 2 2 2 3 0 1 0 2 0 2 2 0 1 1 0 1 0 1 1 1 3 2 1 2 1 1 1 0 1 split_gain=2.87377 10.554 24.9069 27.6413 38.3282 43.6463 29.4689 25.3358 33.0507 35.3625 35.0535 34.282 30.096 27.4352 36.8877 26.604 21.507 34.178 19.9609 19.9146 27.5877 18.8073 40.6837 24.3725 21.3733 24.5095 18.6862 25.391 27.3228 18.5756 threshold=28.500000000000004 37758.167968750007 5681.6511230468759 3673.2597656250005 1.469500005245209 50.500000000000007 -2.4999999999999996 50.500000000000007 10270.009765625002 40.500000000000007 8007.5161132812509 8007.5161132812509 47.500000000000007 -8.4999999999999982 -1.4999999999999998 38.500000000000007 -1.4999999999999998 44.500000000000007 24.500000000000004 2.5000000000000004 23.500000000000004 2.279500007629395 3997.433227539063 3.5000000000000004 5561.5637207031259 1.0000000180025095e-35 3.5000000000000004 1.0000000180025095e-35 44.500000000000007 -12.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 6 -5 8 9 10 15 16 18 -12 -15 -4 -11 -18 -13 -10 -21 23 -23 -6 25 29 27 -8 -29 -24 right_child=1 -3 7 4 21 -7 26 -9 19 11 13 12 -14 14 -16 -17 17 -19 -20 20 -22 22 24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00012402919952905073 3.0791661317270968e-05 0.00099950015397729831 0.00010734367690094252 -0.013920140452428167 0.0021966945969187006 0.0028194966835978692 -0.0048862286821985982 0.00013680304982499603 -8.6442186207196414e-05 0.0030250821461978539 -0.031669233148085785 0.0048726631083798105 -0.0046782017138357812 0.0023947261294152613 -0.010544960762510465 -0.0089576281382547918 -0.010618932035578716 -0.0017541556167114411 -0.033542066205822799 -0.0044938234649884905 0.0070471676576987097 -0.0090701561462728161 -0.022175181016901482 0.0069576464530344594 0.0081082865389057717 -0.0017332626560126526 -0.011052459078524838 0.012972411229078048 -0.00069793609737336894 0.0039197250802504293 leaf_weight=132315.69480808801 125568.39877586439 10143.351736966055 1054.235424593091 241.45060470700264 8788.8385192453861 1341.5210770517588 1025.8648145347834 18115.466241888702 11520.952324427664 337.74582490324974 46.597504124045372 1184.601326495409 442.56364658474922 240.80559530854225 1122.7484638690948 402.67048799991608 651.3579254373908 980.88726064562798 12.300248488783835 1819.0950982421637 207.69450548291206 378.38379618525505 24.987546913325787 1087.4748392850161 368.9965784996748 1901.3477756530046 221.1590828448534 169.34213553369045 590.17529688775539 1406.3044241219759 leaf_count=594643 539381 43515 4389 989 36293 5642 4200 74927 46665 1379 194 4953 1870 984 4705 1726 2913 4710 62 7882 856 1562 138 4410 1521 7709 1402 719 3049 5934 internal_value=-1.6524e-05 5.77959e-05 5.0962e-06 0.000186641 0.00130199 -0.00146279 -0.0040183 -0.000676128 -0.00141157 -0.00317434 -0.00566162 -0.00119865 0.00200626 -0.00903334 -0.00825979 -0.0023981 -0.00386583 -0.0052917 0.00447788 -0.000568872 -0.00331116 0.00201308 0.00029966 0.00272092 0.00125745 0.00049891 -0.0028268 -0.00180787 0.00235001 0.00346416 internal_weight=323713 191397 181254 143114 17545.8 3589.51 2247.99 38139.7 20024.3 6476.51 2867.06 3609.46 1639.47 1410.15 1363.55 1456.91 1969.99 1632.25 1196.9 13547.7 2026.79 13956.3 4080.02 9876.31 3701.64 3332.64 2006.54 1785.38 759.517 1431.29 internal_count=1409322 814679 771164 612949 73568 16001 10359 158215 83288 27885 11998 15887 6885 5883 5689 6115 9002 7623 5015 55403 8738 57567 16864 40703 15302 13781 9370 7968 3768 6072 is_linear=0 shrinkage=0.03 Tree=585 num_leaves=31 num_cat=0 split_feature=0 0 1 2 2 1 0 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 1 1 1 2 2 1 2 split_gain=2.72166 2.47095 12.9139 12.5624 44.2575 18.2682 8.39157 8.02413 15.6092 11.2719 6.75346 11.0499 3.039 2.62458 10.2369 9.27454 3.29218 3.23421 17.2214 6.59457 5.49545 7.20349 13.9253 6.61543 2.54875 2.5215 2.47285 3.33247 7.88175 4.95543 threshold=94.500000000000014 1.5000000000000002 -5.4999999999999991 16861.583007812504 17792.297851562504 -3.4999999999999996 1.0000000180025095e-35 28435.229492187504 29513.294921875004 24919.096679687504 21324.808593750004 23400.180664062504 -3.4999999999999996 15706.645507812502 14054.634277343752 16079.829101562502 1.0000000180025095e-35 13515.104003906252 13196.084960937502 13771.215820312502 11031.315917968752 4432.1855468750009 -1.0000000180025095e-35 -1.4999999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 31594.402343750004 99992.636718750015 1.0000000180025095e-35 79002.019531250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 -7 9 -9 10 -6 -12 -10 14 17 -15 -17 18 20 -19 21 22 23 -8 -11 -22 -14 29 -29 -28 right_child=-2 -3 3 4 7 6 13 8 12 24 11 -13 26 15 -16 16 -18 19 -20 -21 25 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=0.02862556198918394 -0.001600139734317046 -2.807814530577095e-06 -0.10995115858020214 0.056649400535181881 -0.0089930847762300873 0.030049751723802046 0.0078992872804675394 0.041726630825360551 0.024973212864388378 -1.9660226198955107e-06 0.059737244808358826 -0.0010008750273612964 0.017365701958805494 -0.045286744614783644 0.030495717196379928 0.02299787751657955 -0.0098582080039095535 -0.015755022257674077 0.059677270554210946 0.00055795472345629828 -0.0052344256928922644 0.020546445212874718 0.012842994511048098 -0.031204437697578614 -0.027002225462818139 -0.032886616066013556 0.0011473609206154973 0.0088771633279345081 -0.0030496054125372582 -0.013116616757363428 leaf_weight=15.792604613234287 958.33071973128244 322581.74554400891 1.4839123369893048 13.892719540745018 13.566609255969526 6.2017652386566615 5.0444520823657468 9.4887900818139297 5.4708798220381132 3.6803208775818375 4.3777009788900596 7.0163457170128822 9.7474639210849983 6.494938716292384 7.3593365997076026 3.4656562991440305 13.193855591118336 56.545099414885044 3.9978056177496901 36.829592376947403 4.809401985257864 11.698736323043702 18.785042405128483 17.068830274045471 21.694839507341385 7.7508518397808057 126.36390357464552 135.01110627036542 79.074808642268181 26.520604390650988 leaf_count=1687 4659 1384892 53 189 196 3752 101 49 460 51 91 98 69 98 156 70 180 869 69 573 76 322 76 283 304 97 1616 9696 403 307 internal_value=-3.75362e-06 9.79087e-07 0.00181766 0.00117291 0.00392626 -0.00508065 -0.00429961 0.00226915 0.00371817 -0.00900616 0.0053077 0.0223353 0.00277452 -0.00540313 -0.00411174 -0.0148783 -0.0030232 -0.00567876 -0.000761298 -0.00932073 -0.00446958 -0.000212028 -0.00614987 -0.0222841 -0.0230862 -0.0222984 0.00245214 0.00205601 0.00447189 -0.00132699 internal_weight=324213 323254 672.428 656.635 455.906 200.729 199.245 442.013 391.678 50.3358 24.9607 11.394 382.189 193.044 169.889 23.1545 16.6595 162.53 69.1551 93.3747 65.1573 52.5971 40.8983 22.1133 25.3752 12.5603 376.718 366.97 214.086 152.885 internal_count=1411542 1406883 21991 20304 13529 6775 6722 13340 12600 740 385 189 12551 2970 2622 348 250 2466 1024 1442 955 782 460 384 355 173 12091 12022 10099 1923 is_linear=0 shrinkage=0.03 Tree=586 num_leaves=31 num_cat=0 split_feature=0 0 1 2 2 1 0 2 2 2 2 2 1 2 2 2 1 2 2 2 2 2 1 1 1 1 2 2 2 1 split_gain=2.56107 2.33947 12.533 11.8666 42.0601 15.3753 8.08461 7.61408 14.6515 10.8446 6.3909 10.6143 2.94587 2.53708 9.78166 9.01568 3.14861 3.06651 16.3233 6.26308 5.27733 6.83985 12.8873 5.97901 2.5178 2.50363 2.44619 2.32054 3.29417 4.90142 threshold=94.500000000000014 1.5000000000000002 -5.4999999999999991 16861.583007812504 17792.297851562504 -3.4999999999999996 1.0000000180025095e-35 28435.229492187504 29513.294921875004 24919.096679687504 21324.808593750004 23400.180664062504 -3.4999999999999996 15706.645507812502 14054.634277343752 16079.829101562502 1.0000000180025095e-35 13515.104003906252 13196.084960937502 13771.215820312502 11031.315917968752 4432.1855468750009 1.0000000180025095e-35 -1.4999999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 10057.160644531252 31594.402343750004 47442.083984375007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 -7 9 -9 10 -6 -12 -10 14 17 -15 -17 18 20 -19 21 22 23 -8 -22 -11 -23 -14 -29 -30 right_child=-2 -3 3 4 7 6 13 8 12 25 11 -13 27 15 -16 16 -18 19 -20 -21 24 26 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.028557694459899047 -0.0015522857795104666 -2.7235658181371875e-06 -0.096493698530655314 0.055464297676849635 -0.0087432652851652422 0.030048279683938316 0.0077174475735873379 0.040415418698785725 0.024827546850816576 -1.9087784442697105e-06 0.058835374685067846 -0.00097092388070739758 0.016824980090054162 -0.045082883784320633 0.030183213681029022 0.022779919396051854 -0.0096433456650551579 -0.015374116368933297 0.058357721623858973 0.00054110118068620081 -0.0050541412759960375 0.026801959013948776 0.012440946770433879 -0.029446005800753849 -0.032793262855236094 -0.026806952772013098 -0.0089003659746925614 -0.0039346625755079098 0.0067428230793368914 -0.0010290588948144591 leaf_weight=15.361738875042645 958.23926318390295 322581.76318921708 1.6375516160624091 13.765805557370184 13.536089085042478 6.0187661306699729 5.0089569799601987 9.5025065261870605 5.3398730689659706 3.6803270429372814 4.3124776817858201 7.0158195570111275 9.7587294690310937 6.331068322062495 7.2146705761551848 3.394925545901061 13.084864795207977 56.212802819907665 3.9660605341196051 36.83717879652977 4.831189252436161 9.403905261307953 18.809954881668091 17.538058433681734 7.542868532240389 21.204714633524418 2.1157900597900143 68.389765169471502 168.16935099195689 129.09433319792151 leaf_count=1687 4659 1384892 53 189 196 3752 101 49 460 51 91 98 69 98 156 70 180 869 69 573 76 278 76 283 97 304 44 824 10269 929 internal_value=-3.63874e-06 9.52045e-07 0.00177306 0.00114365 0.00382672 -0.00494538 -0.00418942 0.0022112 0.00362024 -0.00884183 0.00517064 0.0217963 0.00270193 -0.00526107 -0.00399686 -0.0146539 -0.00296398 -0.00551657 -0.000734887 -0.00907351 -0.00432665 -0.000199407 -0.00589395 -0.0211899 -0.0219631 -0.0228427 0.0202446 0.00238722 0.0020019 0.00336769 internal_weight=324209 323251 669.08 653.718 453.77 199.949 198.311 440.004 390.255 49.7494 24.8644 11.3283 380.752 192.292 169.481 22.8109 16.4798 162.267 69.2168 93.05 65.2507 52.8767 41.357 22.547 12.3741 24.885 11.5197 375.412 365.653 297.264 internal_count=1411542 1406883 21991 20304 13529 6775 6722 13340 12600 740 385 189 12551 2970 2622 348 250 2466 1024 1442 955 782 460 384 173 355 322 12091 12022 11198 is_linear=0 shrinkage=0.03 Tree=587 num_leaves=31 num_cat=0 split_feature=0 0 1 2 2 1 0 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 1 1 1 2 2 2 1 split_gain=2.40995 2.2141 12.1626 11.2065 39.9904 13.1208 7.79009 7.22219 13.7672 10.4326 6.04304 10.1667 2.85519 2.45886 2.45014 9.34422 8.75489 3.01094 2.90574 15.4461 5.94583 5.06596 6.51077 11.9384 5.41742 2.51245 2.37501 2.17835 3.10811 4.65023 threshold=94.500000000000014 1.5000000000000002 -5.4999999999999991 16861.583007812504 17792.297851562504 -3.4999999999999996 1.0000000180025095e-35 28435.229492187504 29513.294921875004 24919.096679687504 21324.808593750004 23400.180664062504 -3.4999999999999996 1.0000000180025095e-35 15706.645507812502 14054.634277343752 16079.829101562502 1.0000000180025095e-35 13515.104003906252 13196.084960937502 13771.215820312502 11031.315917968752 4432.1855468750009 -1.0000000180025095e-35 -1.4999999999999998 -1.0000000180025095e-35 10057.160644531252 31594.402343750004 47442.083984375007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -4 -7 9 -9 10 -6 -12 -10 -11 15 18 -16 -18 19 21 -20 22 23 24 -8 -23 -24 -14 -29 -30 right_child=-2 -3 3 4 7 6 14 8 12 13 11 -13 27 -15 16 -17 17 -19 20 -21 -22 25 26 -25 -26 -27 -28 28 29 -31 leaf_value=0.02848884377000889 -0.0015058599473373852 -2.6418625318293107e-06 -0.085815599554675881 0.054323852405546783 -0.0084995397312094406 0.030046851487553147 0.0075385952377573211 0.039177327557533358 0.024679624348640048 -1.8500466927969837e-06 0.057826647105475054 -0.00094186438624960342 0.016303187237254012 -0.026611356743222101 -0.04484699599322535 0.029859550677173895 0.02256071060358671 -0.0094315651251405883 -0.014998548257449234 0.056961574524288641 0.00052476293446355863 -0.0048808563795323372 0.026604354038182485 0.012052949293763021 -0.027832964263284084 -0.032703175956533409 -0.00860903352104774 -0.0038142171375642204 0.0065831362606670564 -0.00099879678474589103 leaf_weight=14.943219521665013 958.14975673658773 322581.78027361631 1.7836403147084627 13.63513781968504 13.506962660700085 5.841158009832724 4.9744900763034776 9.5086103584617359 5.21264958474785 3.6803328320384052 4.2569424845278245 7.0153127834200859 9.7687738724052888 20.726995207369328 6.1757983714342144 7.0761993005871764 3.3261199258267888 12.978942699730396 55.896654330193996 3.9417618662118903 36.844544671475887 4.8523036241531372 9.1927443295717222 18.832651078701023 17.990675769746307 7.3398022875189763 2.1216767728328696 68.432233113795519 167.09764453209937 129.01673459261656 leaf_count=1687 4659 1384892 53 189 196 3752 101 49 460 51 91 98 69 304 98 156 70 180 869 69 573 76 278 76 283 97 44 824 10269 929 internal_value=-3.52752e-06 9.25599e-07 0.00172893 0.0011147 0.00372787 -0.00481384 -0.00408188 0.00215359 0.00352301 -0.0086777 0.00503463 0.0212519 0.00262973 -0.022599 -0.00512264 -0.00388537 -0.0144273 -0.00290536 -0.00535947 -0.000709528 -0.00883139 -0.00419055 -0.000187202 -0.00565207 -0.0201711 -0.0216302 0.0200012 0.00232267 0.00194804 0.0032797 internal_weight=324206 323248 665.971 651.027 451.858 199.169 197.386 438.223 389.037 49.1865 24.7792 11.2723 379.528 24.4073 191.544 169.064 22.4809 16.3051 161.987 69.2461 92.7412 65.3043 53.1122 41.7978 22.9652 12.1921 11.3144 374.315 364.547 296.114 internal_count=1411542 1406883 21991 20304 13529 6775 6722 13340 12600 740 385 189 12551 355 2970 2622 348 250 2466 1024 1442 955 782 460 384 173 322 12091 12022 11198 is_linear=0 shrinkage=0.03 Tree=588 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 2 2 2 1 0 1 2 2 1 0 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 split_gain=2.26774 2.15551 6.69521 6.05977 3.56887 4.29666 2.52096 3.05971 11.6559 2.09504 11.8021 10.5824 38.0401 11.3204 7.50719 6.84937 12.9478 10.0353 5.70988 9.71149 2.76661 2.41442 2.3642 8.9235 8.49207 2.87895 2.75243 14.5932 5.64244 4.86161 threshold=94.500000000000014 74.500000000000014 30.500000000000004 95.500000000000014 1384.018249511719 2362.8337402343755 3232.175903320313 3407.3515625000005 1.0000000180025095e-35 1.5000000000000002 -5.4999999999999991 16861.583007812504 17792.297851562504 -3.4999999999999996 1.0000000180025095e-35 28435.229492187504 29513.294921875004 24919.096679687504 21324.808593750004 23400.180664062504 -3.4999999999999996 1.0000000180025095e-35 15706.645507812502 14054.634277343752 16079.829101562502 1.0000000180025095e-35 13515.104003906252 13196.084960937502 13771.215820312502 11031.315917968752 decision_type=2 2 2 2 2 2 2 2 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 4 -3 -2 -6 -7 8 -8 10 -1 13 -13 -12 -15 17 -17 18 -14 -20 -18 -19 23 26 -24 -26 27 29 -28 -16 right_child=1 3 -4 -5 5 6 7 -9 -10 -11 11 12 15 14 22 16 20 21 19 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31 leaf_value=0.028418966717927676 -0.018814916629632437 0.01969647493316979 -0.021645445406193124 -0.023622961329703127 0.014724626437767077 -0.011731113804306584 0.019749456034195513 -0.0015562734773374391 -0.011561944511587732 -2.5625997810218198e-06 -0.07712356664771039 0.053228195870646922 -0.0082618208029911905 0.030045462918608101 -0.00017586135205652245 0.038005563494967622 0.0245294256611478 -1.7950805531086699e-06 0.056722142601556072 -0.00091367431798272691 0.002259692580979117 -0.026415337951248799 -0.044576787265140437 0.029524801147887195 0.022340244984695449 -0.0092228870150101536 -0.014628514663905705 0.055505192298648823 0.00050892081889068481 -0.021299770173710878 leaf_weight=14.536703381105324 10.384791865944861 12.265748464502396 14.828954149037598 3.8086784202605477 15.132189124822615 20.747621670365334 25.419007003307343 836.99681885913014 18.478386983275414 322581.79713700339 1.922823199070989 13.500376755371688 13.479164481163027 5.6687836349010459 53.337194787338376 9.5077167972922307 5.0891025466844431 3.6803386397659805 4.2103712242096645 7.0148244574666023 373.25049300305545 20.261434808373451 6.0290704667568233 6.9437563382089129 3.2591924630105504 12.876009874045849 55.595910854637623 3.9241193532943717 36.851696856319904 12.01434515789151 leaf_count=1687 46 101 80 162 68 92 125 3905 80 1384892 53 189 196 3752 782 49 460 51 91 98 12091 304 98 156 70 180 869 69 573 173 internal_value=-3.4198e-06 -0.00146082 -0.0016467 0.00943236 -0.00132685 -0.00112875 -0.00139481 -0.00115136 0.00656908 8.99772e-07 0.00168563 0.0010863 0.00363125 -0.00468527 -0.00397644 0.00209726 0.00342818 -0.00851393 0.00489993 0.0207045 0.00255925 -0.022355 -0.00498708 -0.00377662 -0.0141985 -0.00284737 -0.00520645 -0.000685287 -0.00859439 -0.00405932 internal_weight=324203 958.062 941.988 16.0744 927.159 916.774 901.642 880.894 43.8974 323245 662.953 648.417 449.994 198.423 196.5 436.493 387.847 48.6461 24.7044 11.2252 378.34 23.9418 190.831 168.667 22.1643 16.1352 161.723 69.2757 92.4476 65.3515 internal_count=1411542 4659 4396 263 4316 4270 4202 4110 205 1406883 21991 20304 13529 6775 6722 13340 12600 740 385 189 12551 355 2970 2622 348 250 2466 1024 1442 955 is_linear=0 shrinkage=0.03 Tree=589 num_leaves=31 num_cat=0 split_feature=0 1 1 1 2 2 2 2 1 0 1 2 2 1 0 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 split_gain=2.13496 2.03131 6.33798 5.73209 3.36164 4.04341 2.3771 2.89188 11.0533 1.97887 11.4528 9.98508 36.2105 9.85392 7.23649 6.48814 12.192 9.65209 5.39139 9.25294 2.6814 2.37029 2.27807 8.52038 8.22723 2.75242 2.60268 13.7706 5.3525 4.59163 threshold=94.500000000000014 74.500000000000014 30.500000000000004 95.500000000000014 1384.018249511719 2362.8337402343755 3232.175903320313 3407.3515625000005 1.0000000180025095e-35 1.5000000000000002 -5.4999999999999991 16861.583007812504 17792.297851562504 -3.4999999999999996 1.0000000180025095e-35 28435.229492187504 29513.294921875004 24919.096679687504 21324.808593750004 23400.180664062504 -3.4999999999999996 1.0000000180025095e-35 15706.645507812502 14054.634277343752 16079.829101562502 1.0000000180025095e-35 13515.104003906252 13196.084960937502 13771.215820312502 11031.315917968752 decision_type=2 2 2 2 2 2 2 2 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 4 -3 -2 -6 -7 8 -8 10 -1 13 -13 -12 -15 17 -17 18 -14 -20 -18 -19 23 26 -24 -26 27 29 -28 -16 right_child=1 3 -4 -5 5 6 7 -9 -10 -11 11 12 15 14 22 16 20 21 19 -21 -22 -23 24 -25 25 -27 28 -29 -30 -31 leaf_value=0.028348017330396776 -0.018268713634121019 0.019045065697453074 -0.021107506490347337 -0.023417929267619816 0.014284658696228086 -0.011399549268432832 0.019322558080799 -0.0015097341056891141 -0.011251129931802802 -2.4857400629137589e-06 -0.069902798292244578 0.052176915479312053 -0.0080300151317075352 0.030044117937892665 -0.00017057069827912792 0.036894143555601694 0.024376930191543505 -1.7408435754217126e-06 0.055534455340044364 -0.00088632334940795825 0.0021931472213672079 -0.026218808463068712 -0.044270216935732208 0.029179099710552398 0.02211852032425194 -0.0090173248181384964 -0.014264183604050634 0.054004645908912845 0.00049355813184897722 -0.020725036023582402 leaf_weight=14.141856884933075 10.3745751529932 12.304128766059877 14.751855153590439 3.727988689672201 15.130338698625563 20.711110547184944 25.204458147287369 836.91585267335176 18.420084282755852 322581.8132176064 2.0556249658111474 13.361325443722306 13.45263482630253 5.5014884690754107 53.341924466192722 9.5004059821367246 4.969128541648387 3.6803440339863327 4.1720095500349981 7.0143541693687439 373.04177022445947 19.807787951081991 5.8908044099807766 6.8171742856502524 3.1940969675779316 12.775987192988396 55.309864960610867 3.9123531617224208 36.858637236058712 11.977667417377232 leaf_count=1687 46 101 80 162 68 92 125 3905 80 1384892 53 189 196 3752 782 49 460 51 91 98 12091 304 98 156 70 180 869 69 573 173 internal_value=-3.31634e-06 -0.00141779 -0.0015981 0.00917104 -0.00128755 -0.00109531 -0.00135351 -0.00111721 0.00641308 8.73752e-07 0.00164093 0.00105685 0.00353015 -0.00456213 -0.00387538 0.00203812 0.00332836 -0.00835069 0.00476677 0.0201561 0.00248476 -0.0221109 -0.00485712 -0.00367316 -0.0139676 -0.00279 -0.00506076 -0.000665169 -0.00836249 -0.00393965 internal_weight=324200 957.54 941.508 16.0321 926.756 916.382 901.252 880.54 43.6245 323243 660.777 646.635 449 197.636 195.58 435.638 387.511 48.1271 24.639 11.1864 378.011 23.4881 190.079 168.218 21.8609 15.9701 161.4 69.2319 92.1685 65.3196 internal_count=1411542 4659 4396 263 4316 4270 4202 4110 205 1406883 21991 20304 13529 6775 6722 13340 12600 740 385 189 12551 355 2970 2622 348 250 2466 1024 1442 955 is_linear=0 shrinkage=0.03 Tree=590 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 2 1 2 2 2 2 2 0 0 2 2 2 0 2 1 2 1 0 0 2 2 2 3 0 2 split_gain=2.85821 7.61739 7.98713 7.74302 6.4919 9.12438 5.19433 9.87468 31.443 8.38816 4.38307 5.29935 15.7482 10.6481 7.70646 4.77257 4.63086 8.61759 4.57717 4.3455 4.22825 10.0966 11.9483 8.42052 5.65063 5.556 10.2626 6.32261 5.39223 14.2926 threshold=11.500000000000002 22.500000000000004 1748.5217285156252 1320.400329589844 16.500000000000004 628.10980224609386 16.500000000000004 9139.0400390625018 28435.229492187504 40737.804687500007 8173.5148925781259 12925.947753906252 15.500000000000002 15.500000000000002 20021.907226562504 54479.306640625007 3997.433227539063 18.500000000000004 37758.167968750007 17.500000000000004 21922.121093750004 16.500000000000004 39.500000000000007 90.500000000000014 65050.789062500007 20021.907226562504 19411.564453125004 2.1755000352859502 29.500000000000004 68603.160156250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 10 -8 -9 -10 16 13 15 -12 -14 -13 17 -4 -16 -11 23 22 24 25 -22 26 -3 -27 29 -23 right_child=1 20 6 -5 -6 -7 7 8 9 19 11 12 14 -15 18 -17 -18 -19 -20 -21 21 28 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=1.1616693816869659e-05 0.024187602362131945 -0.00060528020748291966 -0.006690205433778974 -0.028599695523563833 -0.019015275035277675 -0.0064721391289325313 0.020020562876575155 -0.026116809232875297 0.023050846259012665 0.017893060336623006 -0.0098448287001939479 -0.0032521135031328557 -0.026485637233187042 0.014349642059942937 0.0070412406813036505 0.014817821688883164 -0.010977761656370376 0.02474534132773016 -0.0084969084022725547 -0.0032676407604447359 -0.019140743139784585 0.010082600252897745 -0.0024050953884348779 -0.019910769752945614 -0.00046806941940348112 0.014010908049221005 -0.021390492253743967 -0.0086993090753172547 -0.0022601674242405351 -0.021718816834879941 leaf_weight=318369.25624208862 13.468658313155172 4236.7810609266162 23.781720042228699 12.351468861103056 14.934138506650923 24.861189976334572 46.888205826282501 24.665655717253685 37.182181432843208 12.697590023279188 20.715465515851974 16.940994709730148 16.046561375260353 78.068665161728859 24.669125318527222 58.858224928379059 42.720532789826393 11.714549615979193 55.334892570972443 27.981702923774719 84.976176008582115 87.075808972120285 137.42309479415417 20.381682712584734 17.607989296317101 45.363030940294266 21.487568318843842 14.578916326165198 416.22719636652619 14.894952192902563 leaf_count=1383449 68 20880 117 74 87 153 197 101 166 52 84 73 65 326 100 258 175 55 228 115 396 357 575 125 78 209 96 64 2062 61 internal_value=-2.64072e-07 -0.000668465 0.00264014 -0.00719885 -0.00223617 0.00430133 0.00393581 0.00861615 0.00340063 0.0127514 0.00193119 0.00373898 0.000556177 0.00927596 -0.00751143 0.0107792 -0.00432388 0.00368422 -0.00370574 0.00333744 -0.00103451 -0.00310148 -0.00818835 -0.000673291 -0.0159357 -0.000582491 -0.000710164 0.00848739 -0.000745455 0.00543734 internal_weight=324030 5660.68 563.882 65.6155 53.264 38.3298 498.266 149.415 102.527 77.8615 348.851 270.634 171.85 98.7841 96.0506 75.7992 78.2168 35.4963 80.004 40.6793 5096.8 758.205 240.007 4338.59 102.584 4318.21 4258.27 59.9419 518.198 101.971 internal_count=1410846 27397 2494 382 308 221 2112 631 434 333 1481 1134 724 410 393 331 347 172 328 167 24903 3529 1049 21374 474 21249 20976 273 2480 418 is_linear=0 shrinkage=0.03 Tree=591 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 2 1 2 2 2 2 2 2 0 1 1 2 0 2 2 1 0 0 2 2 2 3 0 2 2 split_gain=2.69085 7.17589 7.54151 7.44591 6.16248 8.5206 5.00439 9.86724 11.6041 4.69894 6.68626 24.6848 7.08834 7.37537 6.58667 5.2363 4.37632 12.1928 12.1257 3.98394 9.59377 9.8324 8.0181 7.82803 5.22547 9.68632 5.94232 4.46552 13.9656 5.77519 threshold=11.500000000000002 22.500000000000004 1748.5217285156252 1320.400329589844 16.500000000000004 628.10980224609386 12.500000000000002 65050.789062500007 16437.536132812504 89063.015625000015 29513.294921875004 12925.947753906252 40737.804687500007 15.500000000000002 14.500000000000002 16.500000000000004 11270.709472656252 17.500000000000004 8714.5634765625018 21922.121093750004 15.500000000000002 38.500000000000007 90.500000000000014 65050.789062500007 20021.907226562504 19411.564453125004 2.1755000352859502 28.500000000000004 36319.728515625007 28435.229492187504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 5 -2 7 8 -4 10 11 16 -12 -14 -13 -15 17 18 -8 22 21 23 24 -21 25 -3 -26 28 -22 -29 right_child=1 19 6 -5 -6 -7 9 -9 -10 -11 12 14 13 15 -16 -17 -18 -19 -20 20 27 -23 -24 -25 26 -27 -28 29 -30 -31 leaf_value=1.1268175650215277e-05 0.023266727901699376 -0.00058720678411919628 -0.0012568683837199952 -0.028207240952102659 -0.018625458358861188 -0.0063022711517815673 -0.02725054821847283 0.012077451386906326 -0.02852727133023299 -0.0046827344382212189 0.021012421903139566 -0.0042018849650953972 0.021528751381727676 -0.0098828672714539531 -0.028338590916567982 0.0088406074008258589 0.023990633031664106 0.011085242396483126 0.0078456796779355596 -0.02070959758831566 0.016321909714992568 -0.0029352936100644983 -0.019528567840077751 0.0031110840958614968 0.013574856650682135 -0.020809252052237853 -0.0084529440448012881 -0.0089063345934999559 -0.0065651549259151875 -0.00054123138040705881 leaf_weight=318369.17045364494 13.579942792654036 4236.1771439537406 63.349874004721642 12.150672420859335 14.791481658816336 24.766800925135612 16.797292545437813 33.327369958162308 18.043205603957176 37.048968136310577 48.973998203873634 18.424892604351044 20.840838685631752 24.13873615860939 22.726459503173828 30.338626772165298 14.555469095706938 130.1977216899395 18.749453544616699 69.271189972758293 48.039261147379875 114.14220228791237 20.160545215010643 15.127601683139799 45.414768859744072 21.426061570644379 14.554093673825262 92.92724896222353 47.94118832051754 370.1460372232832 leaf_count=1383449 68 20880 278 74 87 153 75 144 75 151 216 76 95 100 92 125 62 546 77 326 198 479 125 67 209 96 64 422 197 1840 internal_value=-2.56961e-07 -0.000648748 0.00256588 -0.00702051 -0.00217592 0.00416916 0.00382391 -0.00167221 -0.00730217 0.00547106 0.00655912 0.00343362 0.0121278 0.00635078 -0.0175317 0.000544299 0.00821872 0.00683365 -0.00873872 -0.00100382 -0.00301108 -0.00867607 -0.000653246 -0.01644 -0.000565109 -0.000688973 0.00822884 -0.000999233 0.00489007 -0.0022199 internal_weight=324027 5658.13 562.802 65.2889 53.1382 38.3467 497.513 114.72 81.3931 382.792 345.743 221.451 124.292 75.3182 41.1514 54.4774 180.3 165.744 35.5467 5095.33 757.595 198.541 4337.73 84.3988 4317.57 4257.6 59.9689 559.054 95.9804 463.073 internal_count=1410846 27397 2494 382 308 221 2112 497 353 1615 1464 928 536 320 168 225 760 698 152 24903 3529 872 21374 393 21249 20976 273 2657 395 2262 is_linear=0 shrinkage=0.03 Tree=592 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 0 0 0 1 3 2 3 0 1 1 1 1 2 0 2 0 2 2 0 1 0 1 0 2 1 split_gain=2.5831 21.2918 20.2572 20.0004 10.97 18.5065 12.6411 11.4946 10.2909 9.64151 31.173 18.3759 24.0126 16.2959 21.3179 14.7768 13.3586 13.1825 12.2008 14.2547 12.0177 11.7824 29.8346 25.6378 12.4163 9.57462 15.2822 9.34671 9.71155 9.32145 threshold=235.10141754150393 239.406120300293 1.8989999890327456 36.500000000000007 1.469500005245209 37.500000000000007 53.500000000000007 59.500000000000007 1.0000000180025095e-35 1.247500002384186 184.66258239746097 1.6674999594688418 60.500000000000007 -7.4999999999999991 1.0000000180025095e-35 -6.4999999999999991 1.0000000180025095e-35 87.386707305908217 53.500000000000007 216.75743103027347 16.500000000000004 229.05034637451175 225.45304870605472 55.500000000000007 1.5000000000000002 49.500000000000007 -2.4999999999999996 11.500000000000002 170.13991546630862 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=9 2 3 -2 6 -6 8 -7 -5 10 -1 12 21 -12 25 -14 -13 -17 -16 -20 27 22 24 -24 -11 -15 -27 28 -18 -22 right_child=1 -3 -4 4 5 7 -8 -9 -10 11 13 16 15 14 18 17 20 -19 19 -21 29 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.00041896987218552697 -0.034199279501341669 1.1282788116543545e-05 0.034245446065448479 -0.002412810602566273 0.0056002114840073029 -0.014202452823811947 0.015887216560052427 -0.0004867263278097863 0.012513940244835604 -0.00073270502386447588 0.01402791855418239 0.0024789343239659286 -0.03637971228828777 0.0018221747357941723 0.0035778334583607728 0.014093872605886777 -0.010597028400099226 -0.0061532561904095243 0.0063007377457802742 0.02076026677888871 -0.00046464170300681884 -0.0056388240935941122 0.0021094449687443198 0.01536798164295248 -0.003467028395248446 0.0059958418910582047 -0.006201264024845307 -0.020333443972939035 0.023675089054768061 0.019427477884031066 leaf_weight=10947.088067628443 12.50956569612026 291180.45522566768 19.649997681379318 104.47719942033291 533.43303011357784 70.843460395932198 130.42884343862534 245.76861463487148 69.036171942949295 8766.1761809363961 116.10544992983341 2341.2203167676926 14.154847353696821 768.03126855194569 1340.6273902356625 29.918433010578156 24.028440646827221 885.75685246288776 230.87184493243694 83.572878956794739 2391.1136907786131 464.6078350096941 682.79725018143654 162.49800443649292 1801.8437905684114 119.63265515863895 406.90640893578529 48.777997270226479 10.779622286558149 21.391028970479965 leaf_count=47172 53 1269718 86 426 2232 292 536 1056 296 36328 628 10070 63 3137 5618 124 138 3876 967 339 10614 1945 2860 670 9021 505 1643 279 48 106 internal_value=-2.49959e-07 2.76228e-05 0.00403884 0.00353 0.00393899 0.00218996 0.00883057 -0.00355569 0.00352613 -0.00025766 0.000329831 -0.000724216 -0.00131919 0.00300363 0.00256968 -0.00596192 0.000851103 -0.00549171 0.00482529 0.0101438 -0.00067573 -0.000955749 -0.000765113 0.00465824 -0.00119891 -0.000314041 -0.00343001 -0.011859 1.66183e-05 -0.000288264 internal_weight=324025 292367 1186.15 1166.5 1153.99 850.045 303.942 316.612 173.513 31657.9 14012.8 17645.1 12807.8 3065.75 2949.64 929.83 4837.31 915.675 1655.07 314.445 2496.09 11877.9 11413.3 845.295 10568 1294.57 526.539 83.5861 34.8081 2412.5 internal_count=1410846 1274695 4977 4891 4838 3580 1258 1348 722 136151 60009 76142 54887 12837 12209 4063 21255 4000 6924 1306 11185 50824 48879 3530 45349 5285 2148 465 186 10720 is_linear=0 shrinkage=0.03 Tree=593 num_leaves=31 num_cat=0 split_feature=1 0 2 2 1 2 1 2 2 2 2 2 2 0 1 1 2 0 2 3 2 2 2 2 0 1 2 2 1 3 split_gain=2.53985 6.75341 7.14861 7.14606 5.86168 7.94083 4.72231 9.29257 10.8595 4.43297 6.33007 23.2575 6.74707 7.01149 6.28696 4.92567 4.15779 11.4894 11.4742 3.78735 13.8712 12.6742 11.4373 20.0295 13.7829 7.67319 22.1884 7.39713 7.48662 10.8126 threshold=11.500000000000002 22.500000000000004 1748.5217285156252 1320.400329589844 16.500000000000004 628.10980224609386 12.500000000000002 65050.789062500007 16437.536132812504 89063.015625000015 29513.294921875004 12925.947753906252 40737.804687500007 15.500000000000002 15.500000000000002 16.500000000000004 11270.709472656252 17.500000000000004 8714.5634765625018 2.7749999761581425 99992.636718750015 482.89285278320318 5224.6887207031259 2078.127319335938 73.500000000000014 25.500000000000004 855.65197753906261 2362.8337402343755 22.500000000000004 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 3 4 5 -2 7 8 -4 10 11 16 -12 -14 -13 -15 17 18 -8 20 27 -21 23 24 -23 26 -26 -3 29 -29 right_child=1 19 6 -5 -6 -7 9 -9 -10 -11 12 14 13 15 -16 -17 -18 -19 -20 21 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=1.0951442798082762e-05 0.022366477637737331 -0.0024937986411080024 -0.0012196244990626392 -0.027821391640247189 -0.018284503534672498 -0.006136617882984619 -0.02657992340633078 0.011743208653311342 -0.027560005972653352 -0.0045453784270360056 0.020510188655979301 -0.0069202203373493485 0.021044039162262627 -0.0095718678766974017 -0.030644883769685979 0.0085843043041894888 0.023407743915547896 0.010765316500241403 0.0076188336780583189 0.01313772539215617 -0.031187581770603441 -0.015609797260970417 -0.0013771667200281647 -0.015390098123426331 0.0026715717183412872 -0.0042160380434267241 0.048924657256179491 0.0017757128148244478 0.0020028419621383763 -0.003221606525296732 leaf_weight=318363.29208986252 13.670348420739172 1160.4645420387387 63.343554273247719 11.952768743038176 14.648882448673247 24.675076439976692 16.706068739295006 33.247941538691521 18.115255132317543 37.026592016220093 48.671844854950905 23.613919004797935 20.683319881558418 24.175619319081306 17.504639580845833 30.306418597698212 14.471458226442335 130.043232858181 18.727972611784935 43.929815605282784 13.272461727261541 28.645161703228951 708.78655167482793 157.81653976067901 30.960702002048492 24.824312664568424 13.363324046134947 688.68311800062656 1325.4997980296612 897.48740468919277 leaf_count=1383449 68 6760 278 74 87 153 75 144 75 151 216 97 95 100 71 125 62 546 77 221 64 166 3277 828 154 122 69 3479 5683 4080 internal_value=-2.43129e-07 -0.000630436 0.00249179 -0.00686796 -0.00214196 0.00402489 0.0037158 -0.00162217 -0.00707734 0.00531898 0.00637794 0.00333608 0.0118081 0.00617325 -0.0170201 0.000527765 0.0079875 0.00663895 -0.00850484 -0.000974662 -0.000568262 -0.00262126 -0.00333911 -0.00877942 0.00188872 0.0091376 0.0166165 -0.000468463 0.000338747 -0.00105187 internal_weight=324019 5655.32 561.585 64.9471 52.9943 38.3454 496.638 114.707 81.4588 381.931 344.904 221.067 123.837 75.1654 41.1186 54.482 179.949 165.477 35.434 5093.73 4085.41 1008.33 964.397 255.61 97.7935 69.1483 44.324 4072.13 2911.67 1586.17 internal_count=1410846 27397 2494 382 308 221 2112 497 353 1615 1464 928 536 320 168 225 760 698 152 24903 20066 4837 4616 1339 511 345 223 20002 13242 7559 is_linear=0 shrinkage=0.03 Tree=594 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 0 0 0 1 3 2 3 0 1 1 1 1 1 0 2 0 2 2 0 1 2 1 0 3 0 split_gain=2.42493 20.0371 19.097 18.8794 10.3233 17.4063 11.9304 10.821 9.66516 9.07998 29.3325 17.273 22.6224 15.4975 20.0537 14.6506 12.5835 12.0454 11.4577 13.3973 11.3981 11.0871 28.0727 24.1534 11.6672 9.26528 37.5607 11.7933 23.1086 9.1073 threshold=235.10141754150393 239.406120300293 1.8989999890327456 36.500000000000007 1.469500005245209 37.500000000000007 53.500000000000007 59.500000000000007 1.0000000180025095e-35 1.247500002384186 184.66258239746097 1.6674999594688418 60.500000000000007 -7.4999999999999991 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 -6.4999999999999991 53.500000000000007 216.75743103027347 16.500000000000004 229.05034637451175 225.45304870605472 55.500000000000007 1.5000000000000002 219.36421203613284 1.0000000180025095e-35 39.500000000000007 1.4100000262260439 56.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 2 3 -2 6 -6 8 -7 -5 10 -1 12 21 -12 -15 17 -13 -14 -16 -20 -18 22 24 -24 25 -11 27 -27 -29 -23 right_child=1 -3 -4 4 5 7 -8 -9 -10 11 13 16 15 14 18 -17 20 -19 19 -21 -22 29 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00040595986062224215 -0.033306605353575672 1.0913832638847432e-05 0.033268611525587313 -0.0023402059937294175 0.0054304816544336219 -0.013781099779061756 0.015427709706483035 -0.00047144271012943277 0.01211507174901374 -0.00044919095400927693 0.013704284145181765 0.0024054438306353901 -0.034908973518028963 -0.00030494113502729477 0.0034703150839336507 0.0018511833666936335 -0.011581418325816039 -0.0071140960194293621 0.0061063402739823013 0.020117044603820095 -0.00028061597584458532 -0.0031898099839197378 0.0020461543267881474 0.014918950950277577 -0.0033632474463533785 -0.0041355673355141015 0.0079383629052388396 -0.0058769376039631118 -0.02620469188132462 -0.013208552995058409 leaf_weight=10946.457141749561 12.459642946720122 291176.94153420732 19.621228247880936 104.50133676826954 533.59767004847527 70.81948809325695 130.29164387285709 245.74418659508228 69.193102687597275 8176.5898418277502 115.29163971543312 2340.0643112584949 14.306411638855932 1294.4685816168785 1341.2054653093219 181.73260137438774 83.092746965587139 732.85489395260811 231.09300696849823 83.661577999591827 2412.3233498334885 358.78743171691895 682.8813197016716 162.37489239871502 1799.1843680515885 218.21185167133808 162.37008638679981 124.29553027451038 84.580536991357803 105.72117911279202 leaf_count=47172 53 1269718 86 426 2232 292 536 1056 296 33915 628 10070 63 5285 5618 918 465 3082 967 339 10720 1507 2860 670 9021 881 678 515 339 438 internal_value=-2.3798e-07 2.67658e-05 0.00391786 0.00342421 0.00382074 0.00212415 0.00856561 -0.00344899 0.00341821 -0.00024967 0.000320435 -0.000702544 -0.00127946 0.0029141 0.00249246 -0.00578818 0.000825073 -0.0076463 0.0046792 0.00983038 -0.000656912 -0.000926776 -0.000741824 0.00451904 -0.00116271 -0.000711063 -0.00434359 -0.00901293 -0.0141083 -0.00547005 internal_weight=324015 292363 1186.23 1166.61 1154.15 850.161 303.986 316.564 173.694 31651.5 14012.2 17639.4 12803.9 3065.72 2950.43 928.894 4835.48 747.161 1655.96 314.755 2495.42 11875 11410.5 845.256 10565.2 8766.05 589.458 427.088 208.876 464.509 internal_count=1410846 1274695 4977 4891 4838 3580 1258 1348 722 136151 60009 76142 54887 12837 12209 4063 21255 3145 6924 1306 11185 50824 48879 3530 45349 36328 2413 1735 854 1945 is_linear=0 shrinkage=0.03 Tree=595 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 1 1 2 1 1 0 3 2 2 2 2 2 2 2 2 1 1 1 2 1 0 2 0 2 2 split_gain=4.16942 4.06631 9.71117 2.26276 2.49065 1.98032 5.65207 4.78006 4.81271 2.11708 1.9615 9.48974 23.2411 44.6118 37.0856 21.8294 50.1131 21.5478 21.3767 15.0193 11.3527 19.3248 10.9865 10.8571 10.7244 10.4978 10.0803 12.8928 19.0538 14.7661 threshold=-54.499999999999993 71819.058593750015 4.5000000000000009 15.500000000000002 12925.947753906252 75.500000000000014 77.500000000000014 14054.634277343752 82.000000000000014 73.500000000000014 68.500000000000014 2.9229999780654912 3826.821655273438 8007.5161132812509 5561.5637207031259 17336.302734375004 23400.180664062504 1494.5967407226565 12367.713378906252 930.90408325195324 -11.499999999999998 -2.4999999999999996 -7.4999999999999991 997.99557495117199 -1.4999999999999998 75.500000000000014 45446.361328125007 72.500000000000014 99992.636718750015 68603.160156250015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 9 -7 -8 -9 10 -2 12 17 14 -14 18 -17 19 -15 -12 -18 -22 -16 -21 25 -13 -23 28 29 -28 right_child=5 -3 3 -5 -6 6 7 8 -10 -11 11 24 13 15 22 16 20 -19 -20 23 21 26 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.037903115325121521 5.4461627309333606e-06 0.028106292134118322 -0.014112388730037669 0.025458910355769963 0.011361484480183254 0.028707136103888531 -0.014702817986857651 0.024127882458319171 0.00017749515777183326 -0.010755105899962696 -0.002251165341798967 0.008386570716674778 0.00044788206469220573 -0.00042264754007657895 -0.014320524958073746 0.010658937806971759 0.023538375504398586 -0.0063309435745101741 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186 498 internal_value=-1.55847e-05 0.00956847 0.00473544 0.0110619 0.00604839 -1.67924e-05 0.00557558 0.00171603 0.0070819 -1.77756e-05 -1.7228e-05 -0.000257474 -0.00106153 0.000441669 0.0034901 -0.00244942 -0.000951938 -0.00261274 -0.00806046 -0.0014313 -0.00305663 -0.00330252 0.0084377 0.00349001 0.000122592 0.00204085 -0.00234205 0.000614917 0.00414444 0.00668373 internal_weight=324186 40.8475 32.4004 28.2141 20.9267 324145 56.9782 48.8307 36.8031 324088 324072 27947.9 8970.37 4555.68 2217.5 2338.18 1845.62 4414.69 492.563 3350.18 1562.4 1548.09 844.34 478.422 18977.5 2304.49 1430.62 601.403 365.447 321.297 internal_count=1411582 949 388 326 249 1410633 477 429 363 1410156 1410083 118784 37645 18774 9117 9657 7653 18871 2004 14237 6489 6373 3504 1998 81139 10227 5845 2494 1521 1335 is_linear=0 shrinkage=0.03 Tree=596 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 1 1 2 1 1 0 0 3 2 2 2 2 2 2 2 2 1 1 1 1 2 1 0 2 2 split_gain=3.96045 3.97706 8.9774 2.20184 2.35029 1.87089 5.35362 4.52073 4.58315 2.00303 5.64203 1.82093 8.9888 21.8593 41.5694 34.9079 20.6645 41.972 21.872 20.3103 14.1337 10.7989 18.1201 10.3954 10.3235 10.2808 10.0648 9.90453 9.79428 21.0881 threshold=-54.499999999999993 71819.058593750015 4.5000000000000009 15.500000000000002 12925.947753906252 75.500000000000014 77.500000000000014 14054.634277343752 82.000000000000014 71.500000000000014 77.500000000000014 68.500000000000014 2.9229999780654912 3826.821655273438 8007.5161132812509 5561.5637207031259 16861.583007812504 23400.180664062504 12367.713378906252 1494.5967407226565 930.90408325195324 -11.499999999999998 -2.4999999999999996 21.500000000000004 -7.4999999999999991 1018.5688781738282 -1.4999999999999998 75.500000000000014 586.15780639648449 525.85342407226574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 9 -7 -8 -9 11 -11 -2 13 19 15 23 18 -18 -16 20 28 -19 -23 -15 -17 -22 27 -14 29 -13 right_child=5 -3 3 -5 -6 6 7 8 -10 10 -12 12 26 14 16 24 17 21 -20 -21 25 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03567376604063098 5.2828051876499291e-06 0.02797110218111375 -0.013539559735935403 0.025200753469717303 0.011124676072913776 0.028012402597900388 -0.014356505594284117 0.023619370469274481 0.00017215724599035437 -0.020434226043144776 0.0070839636475458368 -0.0022011891039209214 0.0081508356847784964 0.000853938989269577 -0.00040996389683343998 -0.013804541776690044 0.0091881570216156335 0.023202413026950763 -0.0135402566670385 -0.0061475741402030248 0.01584744804753397 -0.014479341072678139 -0.0022495150596020322 -0.015464125553352076 0.0086884688334821596 0.00183322767262335 -0.00013505068626098204 0.0013534409203212706 -0.0091634072431397602 0.013638081111272063 leaf_weight=4.3124238336458793 296123.96499241272 8.2365163551876304 4.4121299386024537 7.1433757469058028 16.409473191946745 8.0998132079839689 11.949453763663767 10.514295555651186 26.195411283057183 15.041898950934412 12.099522858858107 2622.7960146069527 212.53834161162376 1336.7645518630743 197.53780572116375 18.783685624599457 307.08819985389709 14.088539175689219 270.56746098399162 1063.3902801387012 52.977846711874008 118.03239007294178 1430.2114649266005 36.083884134888649 822.35685023665428 425.50410480797291 16665.297194488347 2090.7748748660088 170.24062515795231 77.896978870034218 leaf_count=62 1291299 561 46 77 203 48 66 65 298 63 57 11202 913 5465 800 92 1263 116 1105 4634 221 528 5843 147 3403 1777 70877 9314 714 323 internal_value=-1.51149e-05 0.00936405 0.00461592 0.0108289 0.00589829 -1.62872e-05 0.00542987 0.00167077 0.00688785 -1.72411e-05 -0.00816674 -1.65585e-05 -0.000248104 -0.00103094 0.000427735 0.00337365 -0.00236249 -0.000951017 -0.00799935 -0.00253547 -0.00138868 -0.00294395 -0.00318187 0.000425036 0.00818617 0.00338489 0.000121856 0.00198067 -0.00218427 -0.00174433 internal_weight=324181 40.5139 32.2774 27.965 20.8216 324141 56.759 48.6592 36.7097 324084 27.1414 324057 27932.9 8964.32 4551.51 2213.99 2337.53 1869.42 468.105 4412.81 3349.42 1562.33 1548.24 1372.85 841.141 478.482 18968.6 2303.31 2870.93 2700.69 internal_count=1411582 949 388 326 249 1410633 477 429 363 1410156 120 1410036 118737 37633 18762 9107 9655 7750 1905 18871 14237 6487 6371 5612 3495 1998 81104 10227 12239 11525 is_linear=0 shrinkage=0.03 Tree=597 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 2 3 1 2 0 3 3 1 0 3 0 0 0 1 0 1 2 0 0 2 2 0 2 1 split_gain=3.76145 3.88847 8.31301 2.14195 2.21821 1.76813 12.082 19.4767 22.4503 21.1409 37.8838 19.1991 17.8888 14.9489 24.1558 14.7652 13.9872 13.6517 13.0626 16.9736 31.5887 15.3023 12.4103 11.3755 18.1168 19.3426 12.927 11.3682 22.9879 21.8699 threshold=-54.499999999999993 71819.058593750015 4.5000000000000009 15.500000000000002 12925.947753906252 291.56593322753912 327.07788085937506 1.247500002384186 4.5000000000000009 305.33541870117193 45.500000000000007 1.4100000262260439 1.1980000138282778 1.0000000180025095e-35 49.500000000000007 8.545499801635744 68.500000000000014 49.500000000000007 61.500000000000007 1.0000000180025095e-35 65.500000000000014 2.5000000000000004 297.03073120117193 61.500000000000007 67.500000000000014 195.44509887695315 219.36421203613284 79.500000000000014 207.88987731933597 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -4 23 7 8 9 10 -7 -9 13 -11 -15 16 18 -12 -13 22 21 -21 -20 -2 25 -25 -27 28 -26 -30 right_child=5 -3 3 -5 -6 6 -8 11 -10 12 17 15 -14 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 27 26 -28 -29 29 -31 leaf_value=-0.033642822236037324 -5.1555225058846691e-05 0.027835132757185958 -0.012996266233696213 0.024943139096598416 0.010890899566263363 0.024870839392069528 -1.6821114751968846e-05 0.012958830814749793 -0.029583419206967398 -0.0082526567505378911 -0.0098698079998189251 0.0013226903040432991 -0.018837156676404877 0.045033966704721394 -0.0092849572743873773 0.027553333157047659 -0.0034175024437246397 0.0092963224152065108 0.018373621877892557 0.0031901606487022634 -0.011705746630014807 0.019875653531210454 0.0061321164562302367 0.0019494363339910927 -0.00033221186586969643 -0.017592383637645172 -0.0041360992198139377 -0.0070209760454430998 -0.011619390195841395 0.014350429945126265 leaf_weight=4.4336510282009831 38658.113574262708 8.0315487500047293 4.457960978150374 7.002774089574813 16.261131640523672 56.36303023993969 276455.45942225982 137.52388271689415 30.279807470738888 73.102110758423805 106.41074715554714 3875.139961913228 99.367761626839638 14.301073655486109 15.199055418372152 19.650055319070816 472.32988151907921 48.779863566160202 123.69494466483593 212.69671720266342 113.72778469324112 64.459379017353058 187.53719948232174 513.87095947563648 568.36323934793472 66.546167939901352 1863.9755298197269 117.47592543065548 33.945523217320442 208.07721577584743 leaf_count=62 165538 561 46 77 203 235 1206388 580 209 297 476 16335 408 74 67 103 2015 202 506 877 502 291 773 2252 2564 298 8053 561 139 890 internal_value=-1.46601e-05 0.00916293 0.00449914 0.0105993 0.00575129 -1.57979e-05 1.12473e-05 0.0013845 -0.00464833 -0.00282249 0.00380526 0.00189872 -0.00976472 -0.000978294 0.0170478 0.00159867 0.00149766 -0.00384547 0.00200486 0.00576994 0.00160774 0.00707078 0.0109973 -0.000197324 -0.00186836 -0.00322311 -0.00459994 0.00170064 0.00296495 0.010708 internal_weight=324177 40.1871 32.1555 27.7219 20.7191 324136 282106 5650.56 443.803 413.524 211.554 5206.76 201.97 102.602 29.5001 5069.24 5049.59 155.191 4577.26 702.116 390.884 277.156 311.232 42030.4 3372.25 2444.39 1930.52 927.862 810.386 242.023 internal_count=1411582 949 388 326 249 1410633 1230338 23950 1968 1759 913 21982 846 438 141 21402 21299 678 19284 2949 1670 1168 1279 180295 14757 10603 8351 4154 3593 1029 is_linear=0 shrinkage=0.03 Tree=598 num_leaves=31 num_cat=0 split_feature=1 2 0 2 3 1 1 2 1 1 0 3 2 2 2 2 2 2 2 2 1 1 1 2 1 2 0 2 2 0 split_gain=3.57198 3.8006 7.7093 2.11268 1.88641 1.76745 5.07093 4.27524 4.36394 1.89657 1.72947 8.39946 20.5886 39.5399 32.9678 19.5066 44.6721 19.1551 19.0891 13.2923 10.3033 16.8752 9.78704 9.75428 9.53036 9.47868 12.1289 17.9063 13.9646 9.34896 threshold=-54.499999999999993 71819.058593750015 4.5000000000000009 9587.6123046875018 5.4584999084472665 75.500000000000014 77.500000000000014 14054.634277343752 82.000000000000014 73.500000000000014 68.500000000000014 2.9229999780654912 3826.821655273438 8007.5161132812509 5561.5637207031259 17336.302734375004 23400.180664062504 1494.5967407226565 12367.713378906252 930.90408325195324 -11.499999999999998 -2.4999999999999996 -4.4999999999999991 997.99557495117199 -1.4999999999999998 45446.361328125007 72.500000000000014 99992.636718750015 71819.058593750015 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 -1 -4 -5 9 -7 -8 -9 10 -2 12 17 14 -14 18 -17 19 -15 -12 -18 -22 -16 -21 29 -23 27 28 -27 -13 right_child=5 -3 3 4 -6 6 7 8 -10 -11 11 24 13 15 22 16 20 -19 -20 23 21 25 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.031784974103688531 5.5538678583485155e-06 0.027698308861649555 -0.0051859546994209114 0.03327030100759016 0.010514824192450608 0.027334730042673904 -0.01401684287395066 0.023119988823061172 0.0001674864848260214 -0.010194921898993143 -0.002117199756185162 0.007926110042767099 0.0004223607472885045 -0.0003971560646187643 -0.007856657789716984 0.010088062273066523 0.022869403131245015 -0.0059689422373376908 -0.012451556972647101 0.018424902122053291 -0.013980236648129144 -0.0042817627844171707 0.0086222735845822192 0.0020718875116595916 -0.00013366958469956814 0.0024507137066795042 -0.0046332113780253375 -0.013787747957411261 0.016091354387819654 0.0013164253844041665 leaf_weight=4.5501719126477829 296121.27995821706 7.8321039916481814 6.1086637973785427 4.0436704531312015 17.332338843494654 8.052476614713667 11.872598543763159 10.420817553997038 26.197085696738213 16.474321588873863 2870.1207076460123 212.14327079057693 1373.0306172668934 197.53989785909653 33.792254939675331 282.55890550464392 13.868537679314612 1062.2850024886429 294.49430571496487 35.454656556248665 118.56625744700432 829.58583837747574 808.55615156888962 443.0822900980711 16672.695571877062 224.31608004868031 236.19619385898113 44.304668053984642 96.648985102772713 2090.0566308572888 leaf_count=62 1291299 561 61 47 218 48 66 65 298 73 12239 913 5613 800 162 1164 116 4634 1204 149 528 3351 3342 1849 70912 923 973 186 412 9314 internal_value=-1.4222e-05 0.00896508 0.00438505 0.0103731 0.0148194 -1.53264e-05 0.00528824 0.00162713 0.00669937 -1.62517e-05 -1.57343e-05 -0.000241362 -0.00099814 0.000416902 0.00328883 -0.00230431 -0.00088963 -0.0024589 -0.007612 -0.00134542 -0.00287356 -0.00310395 0.00796119 0.00328348 0.000116166 -0.00220282 0.000664608 0.00409036 0.00655818 0.0019255 internal_weight=324173 39.8669 32.0348 27.4847 21.376 324134 56.543 48.4905 36.6179 324077 324061 27939.3 8964.4 4553.46 2215.38 2338.08 1846.05 4410.94 492.034 3348.66 1563.49 1549.62 842.348 478.537 18974.9 1431.05 601.466 365.27 320.965 2302.2 internal_count=1411582 949 388 326 265 1410633 477 429 363 1410156 1410083 118784 37645 18774 9117 9657 7653 18871 2004 14237 6489 6373 3504 1998 81139 5845 2494 1521 1335 10227 is_linear=0 shrinkage=0.03 Tree=599 num_leaves=31 num_cat=0 split_feature=1 2 3 0 2 1 1 2 1 1 0 2 2 3 1 2 0 3 2 3 2 3 3 1 0 0 0 0 1 0 split_gain=3.39159 3.71349 7.15901 2.06411 2.30689 1.66963 4.8032 4.0492 4.1476 1.80854 5.3293 1.65936 11.3877 18.3601 21.6269 19.8891 35.8021 18.2263 35.2734 28.4879 17.1196 16.8855 14.0815 13.9819 22.1783 12.8647 12.6095 12.9694 16.0202 29.7491 threshold=-54.499999999999993 71819.058593750015 21.500000000000004 15.500000000000002 12667.155273437502 75.500000000000014 77.500000000000014 14697.978027343752 82.000000000000014 71.500000000000014 77.500000000000014 291.56593322753912 327.07788085937506 1.247500002384186 4.5000000000000009 305.33541870117193 45.500000000000007 1.469500005245209 305.33541870117193 1.4100000262260439 320.40057373046881 1.1980000138282778 8.545499801635744 1.0000000180025095e-35 49.500000000000007 49.500000000000007 68.500000000000014 61.500000000000007 1.0000000180025095e-35 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 -1 9 -7 -8 -9 11 -11 -2 13 14 15 16 -13 18 19 -15 -20 23 26 -17 -25 -18 27 -19 -29 -30 right_child=5 -3 -4 -5 -6 6 7 8 -10 10 -12 12 -14 17 -16 21 25 22 20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31 leaf_value=-0.013963033026601785 -0.0001909692575274178 0.027560557589020176 -0.030079098426013931 0.02451135255474662 0.010637573067423122 0.026672798670998473 -0.012560189924490527 0.023440197403921375 0.00047910814837243192 -0.019714961803994138 0.0070498348148130508 0.024229475251780333 -1.6161929076330003e-05 0.010653322271638241 -0.029230730339255211 -0.0080078678880134337 -0.0095958186592340101 0.001158765780065606 0.027226922473165566 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internal_value=-1.37934e-05 0.00877046 0.00427357 0.0101503 0.00540381 -1.48654e-05 0.00514955 0.00158405 0.00691566 -1.57631e-05 -0.0077664 -1.5115e-05 1.10923e-05 0.00134452 -0.00451919 -0.0027408 0.00369925 0.0018434 0.0101261 -0.00415486 0.0198501 -0.0094681 0.00146297 -0.000949001 0.0163861 -0.00373585 0.00136279 0.00185343 0.00559914 0.00155831 internal_weight=324169 39.5534 31.9153 27.2531 20.4832 324129 56.3306 48.3252 35.0959 324073 27.0931 324046 282017 5648.75 442.904 413.17 211.092 5205.85 228.607 92.6043 136.003 202.078 4977.24 102.836 29.7576 154.969 4957.7 4485.94 701.791 391.022 internal_count=1411582 949 388 326 249 1410633 477 429 356 1410156 120 1410036 1229741 23949 1968 1759 913 21981 959 382 577 846 21022 438 141 678 20919 18905 2949 1670 is_linear=0 shrinkage=0.03 Tree=600 num_leaves=31 num_cat=0 split_feature=2 0 1 0 2 0 2 2 1 0 2 2 1 2 0 0 2 2 0 0 1 2 2 2 2 1 0 1 2 0 split_gain=3.27207 9.97322 15.758 37.3187 33.9578 31.5462 19.0673 16.3002 30.0383 19.8041 23.4049 32.2297 17.4593 16.9639 14.9839 14.4648 25.2245 16.1825 14.6791 13.4984 33.084 12.9634 12.312 12.1264 15.586 11.7754 11.7422 10.8695 10.7015 25.3025 threshold=16079.829101562502 13.500000000000002 1.5000000000000002 5.5000000000000009 71819.058593750015 10.500000000000002 37758.167968750007 30543.693359375004 4.5000000000000009 7.5000000000000009 24919.096679687504 20021.907226562504 3.5000000000000004 21324.808593750004 8.5000000000000018 12.500000000000002 16437.536132812504 16437.536132812504 10.500000000000002 11.500000000000002 6.5000000000000009 79002.019531250015 30543.693359375004 24919.096679687504 23400.180664062504 -2.4999999999999996 8.5000000000000018 1.0000000180025095e-35 35052.082031250007 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 15 6 7 -6 -4 9 14 10 11 -5 13 26 -9 17 25 18 27 20 -10 -7 -18 24 -15 -17 -11 -2 29 -3 right_child=1 28 3 4 5 21 -8 8 19 12 -12 -13 -14 23 -16 16 22 -19 -20 -21 -22 -23 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297.60396511852741 135.89399528503418 201.07915000617504 13.881940640509127 62.234305694699287 26459.90373901953 133.03490654379129 55.580952644348145 26.809675335884094 295.64176064729691 759.40345526486635 107.91945700347424 81.893774747848511 153.8351292014122 469.10110782086849 76.0272321626544 21181.911948175635 17439.709936410189 leaf_count=1089660 344 1829 1149 122 3348 117 3249 1346 213 227 760 314 1200 547 808 78 264 136961 570 235 108 1218 3118 436 330 679 1886 429 88440 71371 internal_value=1.37469e-05 -0.000166131 0.000226633 0.00192427 0.00350451 -0.000637375 -0.00305918 0.00578321 0.00974738 0.00401162 -0.00292474 -0.0141143 0.00579147 0.00360488 0.0130482 -3.45067e-05 0.00352763 -0.000166319 -0.007384 -0.00294683 -0.0110328 -0.00855624 0.00136339 0.00898454 0.0130593 0.0141301 0.000271154 -0.014034 -0.000487732 -0.00102802 internal_weight=324121 71060.6 31990.9 4264.96 3238.15 1149.24 1026.81 2088.91 645.197 1443.71 294.807 107.112 1148.91 851.304 512.051 27725.9 989.355 26736.6 276.679 133.146 77.5646 324.798 821.638 325.707 217.788 167.717 525.597 143.644 39069.7 17887.8 internal_count=1411356 321696 160056 17613 13215 4683 4398 8532 2710 5822 1196 436 4626 3426 2154 142443 4139 138304 1343 556 321 1335 3382 1313 877 757 2113 773 161640 73200 is_linear=0 shrinkage=0.03 Tree=601 num_leaves=31 num_cat=0 split_feature=2 0 1 0 2 0 2 2 1 0 2 2 1 2 0 0 2 2 0 0 1 2 2 2 2 1 0 2 2 0 split_gain=3.07862 9.38409 14.8391 35.1408 32.0012 29.707 17.9944 15.4284 28.3658 18.6446 22.0447 30.3968 16.4577 15.9802 14.2658 13.6188 23.8659 15.2452 13.859 12.7144 31.1941 12.1981 11.5652 11.4331 14.7256 11.1407 11.0409 10.6318 18.6482 14.5347 threshold=16079.829101562502 13.500000000000002 1.5000000000000002 5.5000000000000009 71819.058593750015 10.500000000000002 37758.167968750007 30543.693359375004 4.5000000000000009 7.5000000000000009 24919.096679687504 20021.907226562504 3.5000000000000004 21324.808593750004 8.5000000000000018 12.500000000000002 16437.536132812504 16437.536132812504 10.500000000000002 11.500000000000002 6.5000000000000009 79002.019531250015 30543.693359375004 24919.096679687504 23400.180664062504 -2.4999999999999996 8.5000000000000018 27583.159179687504 26691.365234375004 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 6 7 -6 27 9 14 10 11 -5 13 26 -9 17 25 18 -2 20 -10 -7 -18 24 -15 -17 -11 28 -4 -29 right_child=1 -3 3 4 5 21 -8 8 19 12 -12 -13 -14 23 -16 16 22 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=6.2329514296722023e-05 -0.013642701876474204 -0.00047309481234986475 -0.0082346074248041932 0.012146263843552533 0.0024075900244148541 -0.02682529274537428 -0.00061251021945403581 0.016732990384790345 0.0031122176033733157 -0.012260690963166667 0.0033575997427924818 -0.023594748002114328 0.011697097729702831 0.0066280288382638665 0.006469150023020385 -0.011884595599620074 -0.011095940553902889 -8.8120141830031325e-05 -0.00019756062897972464 0.0080984257893850463 -0.036918299620020786 -0.0064808979550948533 0.0023423756149099709 0.00073857187208659916 0.022744992880419652 0.016100481578495598 0.0017726788433123017 -0.026970538871773538 0.023949659177654153 -0.0077252667198595935 leaf_weight=253060.81317806116 143.34062781557441 39070.003107703757 96.791925832629204 29.608732283115387 824.5388702750206 29.141801193356514 759.19065706431866 309.62910628318787 50.733103901147842 56.539430558681488 187.66043391823769 77.396950662136078 297.29836097359657 135.81926894187927 200.98967698216438 13.970939073711632 62.372024863958359 26460.391030922765 133.04036690294743 55.504878893494606 26.761710092425346 295.3254986256361 759.3620643094182 107.9114348590374 81.718766212463379 153.10118073225021 469.04404263198376 56.398369535803795 19.46059150993824 94.491992071270943 leaf_count=1089660 773 161640 441 122 3348 117 3249 1346 213 227 760 314 1200 547 808 78 264 136961 570 235 108 1218 3118 436 330 679 1886 247 80 381 internal_value=1.33359e-05 -0.000161148 0.000219869 0.00186792 0.00340214 -0.000618413 -0.00296887 0.00561608 0.00947868 0.00389325 -0.00283859 -0.0137051 0.00562067 0.00349794 0.0126929 -3.34684e-05 0.00342393 -0.000161333 -0.00717067 -0.00286168 -0.0107117 -0.00830812 0.00132237 0.00872211 0.0126824 0.0137603 0.000263045 -0.00966539 -0.00284698 -0.0149186 internal_weight=324118 71057.5 31987.5 4261.96 3235.62 1149.01 1026.33 2086.62 643.618 1443 294.666 107.006 1148.33 851.033 510.619 27725.6 988.806 26736.8 276.381 133 77.4948 324.467 821.734 325.449 217.538 167.072 525.583 267.143 116.253 150.89 internal_count=1411356 321696 160056 17613 13215 4683 4398 8532 2710 5822 1196 436 4626 3426 2154 142443 4139 138304 1343 556 321 1335 3382 1313 877 757 2113 1149 521 628 is_linear=0 shrinkage=0.03 Tree=602 num_leaves=31 num_cat=0 split_feature=2 3 2 2 3 2 0 2 0 2 2 0 1 2 0 0 2 2 2 3 0 3 0 0 2 1 0 1 0 1 split_gain=2.89663 8.98188 11.0718 10.4489 10.017 20.9582 9.67689 25.2505 49.4099 45.195 27.3181 28.3451 19.4211 19.2265 46.9351 37.6993 25.6241 59.2653 18.8534 18.4048 68.9818 51.711 39.1413 32.135 36.6475 24.1632 21.0061 18.3703 17.932 17.518 threshold=16079.829101562502 74.000000000000014 15706.645507812502 14054.634277343752 21.500000000000004 3346.970825195313 13.500000000000002 15706.645507812502 11.500000000000002 11541.221191406252 13515.104003906252 9.5000000000000018 -3.4999999999999996 12367.713378906252 19.500000000000004 22.500000000000004 14362.723632812502 14993.919433593752 13771.215820312502 2.1755000352859502 35.500000000000007 2.7749999761581425 48.500000000000007 65.500000000000014 13771.215820312502 1.0000000180025095e-35 59.500000000000007 -9.4999999999999982 68.500000000000014 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 3 -3 6 -6 7 9 -9 29 12 -12 -11 -8 16 -16 18 -18 -15 20 -17 28 -22 26 -25 27 -24 -23 -21 -1 right_child=-2 2 -4 -5 5 -7 13 8 -10 10 11 -13 -14 14 15 19 17 -19 -20 21 22 25 23 24 -26 -27 -28 -29 -30 -31 leaf_value=0.00024351454863188831 -0.00015631534334433945 -0.0067179295588498823 -0.04887935309580077 0.027468953296523674 -0.0037250512252488526 0.0030435775462747806 4.4952535603581851e-05 -0.0065937970050494029 0.015168199329618305 0.0062815764544241542 -0.011175875609663107 -0.0005269938292139086 -0.0084295331796477094 0.0051928837953747345 -0.015348275759951591 0.0090710150444074343 0.018287973498472641 -0.0057598860767953302 -0.0021402903953828992 -0.0050258345630622737 -0.0026983207174581096 -0.015245874657605036 0.0022567076321693834 -0.029825428449994758 0.0026233340628141815 -0.0015873225780010318 0.0098430473224484193 0.0082471823822856463 -0.015329778137837582 -0.0027431322377357938 leaf_weight=15490.624164796202 71054.51406646322 179.76153756910935 5.3688256554305545 8.4233245402574521 500.49299643188715 2321.0078139267862 219285.00863590837 151.31282320618629 247.46605006977916 86.78885655850172 255.9283294826746 1859.3881512358785 1163.7431336343288 1435.0426472872496 137.08406442403793 896.25994320213795 327.87857002392411 128.33500553667545 404.47095397114754 716.12938954681158 2300.8401890620589 31.790151864290237 1163.8365057259798 54.606506615877151 73.472177341580391 670.80428929626942 457.66725941002369 519.14570741355419 192.96712164580822 1995.1516507044435 leaf_count=73591 321696 2773 91 209 2596 11806 934108 643 1094 450 1109 7899 4833 6110 560 3663 1535 534 1713 2919 9410 133 4889 220 298 2746 1878 2144 789 8917 internal_value=1.29369e-05 6.04596e-05 -0.00639962 -0.00518769 6.54044e-05 0.00184292 4.5347e-05 -0.000567031 0.00691082 -0.000710042 -0.00389345 -0.00181538 -0.00740856 0.000102224 0.00142277 0.000233926 0.00515887 0.0115232 0.00358047 0.000535737 0.00153981 -0.00179519 -0.000126665 0.00325527 -0.0112112 0.00223619 0.00439794 0.00689158 -0.00721298 -9.72661e-05 internal_weight=324115 253061 193.554 188.185 252867 2821.5 250046 21250.4 398.779 20851.6 3365.85 2115.32 1250.53 228795 9510.33 7214.6 2295.73 456.214 1839.51 7077.52 4946.68 2130.84 4050.42 1749.58 128.079 1221.74 1621.5 550.936 909.097 17485.8 internal_count=1411356 1089660 3073 2982 1086587 14402 1072185 98536 1737 96799 14291 9008 5283 973649 39541 29649 9892 2069 7823 29089 20358 8731 16695 7285 518 5023 6767 2277 3708 82508 is_linear=0 shrinkage=0.03 Tree=603 num_leaves=31 num_cat=0 split_feature=2 0 1 0 2 0 2 2 1 0 2 2 1 2 0 0 2 2 1 2 2 2 2 0 1 0 2 0 3 3 split_gain=2.72556 8.82976 13.9738 33.0928 30.1579 27.9762 16.996 14.6026 26.8018 17.5533 20.7679 28.6752 15.5141 15.0543 12.828 12.8221 22.5792 14.3405 13.2986 11.485 10.8646 10.7809 13.9184 10.5449 10.54 10.3823 10.0688 23.7792 18.8314 28.0586 threshold=16079.829101562502 13.500000000000002 1.5000000000000002 5.5000000000000009 71819.058593750015 10.500000000000002 37758.167968750007 30543.693359375004 3.5000000000000004 7.5000000000000009 24919.096679687504 20021.907226562504 3.5000000000000004 21324.808593750004 8.5000000000000018 12.500000000000002 16437.536132812504 16437.536132812504 1.0000000180025095e-35 79002.019531250015 30543.693359375004 24919.096679687504 23400.180664062504 6.5000000000000009 -2.4999999999999996 8.5000000000000018 35052.082031250007 16.500000000000004 1.7404999732971194 1.4100000262260439 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 15 6 7 -6 -4 9 14 10 11 -5 13 25 -9 17 24 18 -2 -7 -18 22 -15 -12 -17 -11 27 -3 29 -28 right_child=1 26 3 4 5 19 -8 8 -10 12 23 -13 -14 21 -16 16 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=5.8652555997026258e-05 -0.00056451253546417168 -0.0077993128620727475 -0.0093957404878520761 0.011763610198823759 0.0023397955786645607 -0.026038005041014639 -0.000589371942012975 0.01742600882678089 0.00011167100991428458 -0.011879920105962186 -0.0070246841935390882 -0.022937949855858297 0.011362996965325022 0.0064374230048005474 0.0069436404386963623 -0.011451179833115988 -0.010735330823259021 -8.0782913159971683e-05 -0.013730273767370344 -0.0062887128478783571 0.0022769135270773026 0.00072114570440783943 0.022119419914726997 0.0081792551617479222 0.015697369426245222 0.0017243789263205289 -0.00073217767169014153 -0.00080288183159655732 -0.00034388053893414402 0.0055395230505641997 leaf_weight=253051.4482545323 142.38590086996555 448.44972137361765 266.45815087854862 29.665635630488396 824.62788242101669 29.117351964116096 759.28331707417965 269.94739578664303 200.06307303905487 56.57813087105751 60.680491149425507 77.211716383695602 296.98589088022709 135.74559564888477 172.03019461035728 14.057644654065369 62.503816865384579 26461.702050988912 134.06106051057577 295.00504507124424 759.32281778752804 107.90527726709843 81.529184743762016 126.9466402977705 152.37858092784882 468.99291443824768 1286.9120694175363 17439.611355349422 18614.191290220711 1281.1156269311905 leaf_count=1089660 678 1829 1149 122 3348 117 3249 1177 841 227 244 314 1200 547 692 78 264 136961 665 1218 3118 436 330 516 679 1886 5393 71371 77570 5477 internal_value=1.25527e-05 -0.000151624 0.000217988 0.00181795 0.00330751 -0.000595342 -0.00287701 0.00545857 0.0092221 0.00378316 -0.0027505 -0.0133059 0.00545968 0.00339891 0.013346 -2.77659e-05 0.00332794 -0.000151795 -0.00694916 -0.00806288 0.00128727 0.00847237 0.0123219 0.00326215 0.0134043 0.000259866 -0.000454209 -0.000978281 -1.16389e-05 0.00239659 internal_weight=324107 71055.5 31985.2 4258.77 3233.03 1148.75 1025.74 2084.28 642.041 1442.24 294.504 106.877 1147.74 850.751 441.978 27726.4 988.263 26738.1 276.447 324.122 821.827 325.18 217.275 187.627 166.436 525.571 39070.3 17888.1 21182.2 2568.03 internal_count=1411356 321696 160056 17613 13215 4683 4398 8532 2710 5822 1196 436 4626 3426 1869 142443 4139 138304 1343 1335 3382 1313 877 760 757 2113 161640 73200 88440 10870 is_linear=0 shrinkage=0.03 Tree=604 num_leaves=31 num_cat=0 split_feature=2 3 2 2 3 2 0 2 0 2 2 0 1 2 0 0 2 2 2 1 0 3 0 3 0 0 2 1 0 1 split_gain=2.56438 8.46445 10.6918 9.9471 9.42789 19.7238 9.10557 23.8024 46.6766 42.513 25.6972 26.6456 18.2616 18.1055 44.2435 35.4835 24.3241 56.2289 17.7609 17.5242 17.3464 17.3243 64.9255 48.6707 36.845 30.2453 34.4637 22.762 19.8091 17.283 threshold=16079.829101562502 74.000000000000014 15706.645507812502 14054.634277343752 21.500000000000004 3346.970825195313 13.500000000000002 15706.645507812502 11.500000000000002 11541.221191406252 13515.104003906252 9.5000000000000018 -3.4999999999999996 12367.713378906252 19.500000000000004 22.500000000000004 14362.723632812502 14993.919433593752 13771.215820312502 1.0000000180025095e-35 15.500000000000002 2.1755000352859502 35.500000000000007 2.7749999761581425 48.500000000000007 65.500000000000014 13771.215820312502 1.0000000180025095e-35 59.500000000000007 -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 4 3 -3 6 -6 7 9 19 -1 12 -12 -11 -8 16 -16 18 -18 -15 -9 -19 22 -17 -23 -24 28 -27 29 -26 -25 right_child=-2 2 -4 -5 5 -7 13 8 -10 10 11 -13 -14 14 15 21 17 20 -20 -21 -22 23 24 27 25 26 -28 -29 -30 -31 leaf_value=-9.6123240571771394e-05 -0.00014707498395519778 -0.0065201106817457527 -0.0483994223492814 0.027109256324672502 -0.0036142324980944101 0.0029516637516916232 4.1844336562165352e-05 0.0034153871293593494 0.014769216231374982 0.0061090478223813508 -0.010834183211412952 -0.00051290062920511048 -0.0081749005356116684 0.0050401951438180251 -0.014894553795673863 0.0088000139419778835 0.017854104341288951 -0.012512445726333898 -0.0020770775132169374 -0.017009826111796775 0.01196132823372029 -0.0070003714942584363 -0.0026197440604882891 -0.014752817845979774 0.0021881308776947545 -0.028921976945955944 0.0025434516187752597 -0.0015417135440979766 0.009559154901620872 0.0080084322731443433 leaf_weight=17483.595935063204 71051.78108340269 179.70832643425092 5.2612448371946803 8.2806735429912788 500.60579423978925 2320.1152318567038 219285.24711424485 78.737575054168701 246.51190222799778 86.541552022099495 256.11850202828646 1859.5409109592438 1164.2346701472998 1433.6809576675296 137.0390061289072 895.97013054788113 325.77096887677908 92.07646244764328 404.61745011806488 72.720642626285553 36.355919599533081 908.84304729104042 2300.3094833791256 31.869594946503639 1163.3736255243421 54.625873312354088 73.455768018960953 670.6966310068965 457.04684817790985 518.48021338880062 leaf_count=82508 321696 2773 91 209 2596 11806 934108 349 1094 450 1109 7899 4833 6110 560 3663 1535 384 1713 294 150 3708 9410 133 4889 220 298 2746 1878 2144 internal_value=1.2178e-05 5.6893e-05 -0.00621928 -0.00503878 6.16896e-05 0.00178639 4.2233e-05 -0.000551828 0.00671593 -0.00069055 -0.00377771 -0.00176238 -0.00718659 9.74043e-05 0.00137931 0.000225261 0.00500969 0.0112265 0.00347365 -0.00639151 -0.00558455 0.000518137 0.00149246 -0.00174385 -0.00012465 0.00315787 -0.0108763 0.00216865 0.00426716 0.00669038 internal_weight=324103 253051 193.25 187.989 252858 2820.72 250037 21248 397.97 20850 3366.44 2115.66 1250.78 228789 9504.21 7211.71 2292.5 454.203 1838.3 151.458 128.432 7074.67 4944.78 2129.89 4048.81 1748.5 128.082 1221.05 1620.42 550.35 internal_count=1411356 1089660 3073 2982 1086587 14402 1072185 98536 1737 96799 14291 9008 5283 973649 39541 29649 9892 2069 7823 643 534 29089 20358 8731 16695 7285 518 5023 6767 2277 is_linear=0 shrinkage=0.03 Tree=605 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 2 0 0 2 0 2 2 0 0 2 1 2 1 2 1 2 2 0 2 2 2 0 0 0 1 split_gain=3.9778 6.88539 24.9679 37.8751 27.6117 13.0116 17.4471 24.5598 12.986 12.4209 10.1482 31.5569 40.6709 27.3608 25.6147 20.0675 17.793 12.3108 11.4833 8.69874 11.2724 8.63204 8.59277 8.57463 16.2334 8.55548 8.38338 31.1273 32.6603 10.1982 threshold=65.500000000000014 346.46589660644537 1.0000000180025095e-35 297.03073120117193 284.12406921386724 356.29209899902349 66.500000000000014 79.500000000000014 361.94923400878912 77.500000000000014 1236.168395996094 2180.0605468750005 71.500000000000014 67.500000000000014 997.99557495117199 9.5000000000000018 2225.1726074218755 -11.499999999999998 997.99557495117199 1.0000000180025095e-35 1494.5967407226565 1748.5217285156252 93.500000000000014 715.63015747070324 833.09243774414074 503.44865417480474 83.500000000000014 85.500000000000014 87.500000000000014 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 2 3 4 -2 6 -3 -8 -7 -5 13 12 19 14 23 17 -13 -15 -19 20 -12 -22 26 -10 -25 -17 29 -28 -29 -14 right_child=1 5 -4 9 -6 8 7 -9 10 -11 11 16 22 15 -16 25 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=2.1555988482948248e-05 0.0025860633314758194 0.017179288062736366 -0.0044358655217090577 -0.0073240528277925508 0.017127503117619788 -0.0086308910452811555 -0.0048795700737674771 0.032357393131507026 0.014741626935629422 0.01328572497220866 -0.006499536091173725 0.017522433758329452 -0.00055876058872736238 0.026547816990449846 -0.015430797110010733 0.024155078893878534 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23916 3723 1127 236 258 152 64 519 382 104 109 1593 62 internal_value=-1.39412e-05 -0.000325068 -0.00177548 0.00134639 0.00509955 -0.000196365 0.00696983 0.000174607 -0.000249959 -0.00594964 -0.000203881 -0.000507409 -0.00463011 0.00079585 0.00850358 0.000340101 -0.000209042 0.000120381 5.59165e-05 -0.0124029 -0.0174642 -0.0226127 -0.00160791 0.0109647 0.00520685 0.0127593 -0.00206631 -0.00549336 -0.00343454 -4.42117e-05 internal_weight=324156 33196.4 2705.61 1244.84 821.994 30490.8 226.339 135.892 30264.4 422.843 30099 23088.9 1558.22 7010.03 391.354 6618.68 21530.7 6503.61 6487.79 436.246 179.713 122.29 1121.97 354.863 140.567 115.062 1088.78 404.03 380.753 684.749 internal_count=1411703 141069 11831 5133 3412 129238 958 580 128280 1721 127565 97664 6674 29901 1625 28276 90990 27713 27639 1852 725 494 4822 1473 583 563 4670 1806 1702 2864 is_linear=0 shrinkage=0.03 Tree=606 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 2 2 2 2 1 0 1 2 0 2 0 0 2 2 0 0 3 1 1 2 0 1 1 split_gain=3.77876 17.0137 15.7344 40.5801 24.8697 23.4243 18.1135 21.47 14.8956 22.971 15.0536 20.7129 12.4074 12.5583 12.2101 34.8088 38.4853 26.7951 19.8373 19.405 15.568 14.3794 17.0716 12.8231 11.9381 11.3891 9.99418 11.1712 9.84776 8.94907 threshold=-4.4999999999999991 50.500000000000007 6514.3598632812509 1846.5046997070315 39.500000000000007 31.500000000000004 1420.9512329101565 555.07958984375011 182.51656341552737 876.87890625000011 7128.9062500000009 -21.499999999999996 1.5000000000000002 -6.4999999999999991 2533.3342285156255 39.500000000000007 3912.428344726563 44.500000000000007 45.500000000000007 2848.0100097656255 3118.6667480468755 41.500000000000007 46.500000000000007 4.1315000057220468 -7.4999999999999991 -16.499999999999996 305.33541870117193 23.500000000000004 -15.499999999999998 -25.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 5 26 7 -7 28 -10 29 -12 -4 -14 21 19 17 20 -18 25 -17 -5 -23 -21 -13 -16 27 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136.5522036254406 707.08447214961052 76.813719898462296 30.116615384817123 350.20021264255047 3478.7258514165878 1749.8204351514578 12.449698619544504 228.44861230254173 118.22262009978294 257.91444602608681 51.643932938575745 1765.4111254168674 319.19474571198225 247.12066710740328 269.45503921806812 470.025005153846 388.92175875604153 97.97821743786335 1542.5196257121861 49.881248824298382 229.40067708492279 1332.4850978851318 leaf_count=182 1331344 107 1701 1148 5594 2598 317 637 3231 355 292 1748 17877 7966 79 1315 480 1257 215 9097 1568 1345 1386 2626 1806 505 7479 244 1037 6167 internal_value=-1.35248e-05 0.000435356 0.000916717 0.00178276 -0.000531675 -0.00228255 -0.0065224 -0.00516421 -0.00154747 -0.000940808 -0.00246572 0.00090972 -0.000349935 -0.000424319 0.00384095 0.00306586 -0.00169699 0.00103939 -0.0146738 0.00504629 0.00479422 0.0073346 0.0100713 0.00565272 -8.39816e-05 -0.00723004 -0.000223724 0.00990551 -0.00859882 -0.00430814 internal_weight=324153 16043 12909.1 7666.99 3608.85 2415.12 789.422 724.688 3133.89 2885.62 2178.54 769.239 5242.13 5228.55 4058.14 3321.29 975.424 805.558 169.867 2345.86 547.643 736.853 516.576 2235.44 739.122 110.428 1625.7 83.1814 248.263 1409.3 internal_count=1411703 80359 65616 38072 17051 11457 3552 3235 14743 13599 10368 3846 27544 25843 21021 17142 4835 4140 695 12307 2883 3879 2731 11723 3554 584 7905 426 1144 6522 is_linear=0 shrinkage=0.03 Tree=607 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 2 0 0 2 0 2 2 0 0 2 1 2 1 2 2 0 0 1 0 2 2 0 2 0 2 split_gain=3.71451 6.49384 23.5238 35.6949 26.0867 12.223 16.3895 23.0909 12.2482 11.7032 9.49095 29.7005 38.322 25.7408 24.0884 18.7969 16.7178 11.6462 11.0095 8.60442 38.0948 17.7325 15.2746 13.8116 14.2868 24.8489 16.1646 11.4744 14.0359 10.6543 threshold=65.500000000000014 346.46589660644537 1.0000000180025095e-35 297.03073120117193 291.56593322753912 356.29209899902349 66.500000000000014 79.500000000000014 361.94923400878912 77.500000000000014 1236.168395996094 2180.0605468750005 71.500000000000014 67.500000000000014 997.99557495117199 9.5000000000000018 2225.1726074218755 -11.499999999999998 1193.5148925781252 540.01754760742199 79.500000000000014 87.500000000000014 -1.4999999999999998 76.500000000000014 930.90408325195324 586.15780639648449 75.500000000000014 1018.5688781738282 72.500000000000014 636.29287719726574 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 6 -3 -8 -7 -5 13 12 -12 14 -10 17 -13 -15 19 -19 23 22 -22 24 25 -21 27 -26 -29 -24 right_child=1 5 -4 9 -6 8 7 -9 10 -11 11 16 -14 15 -16 -17 -18 18 -20 20 21 -23 29 -25 26 -27 -28 28 -30 -31 leaf_value=2.1191198146983685e-05 0.0030216593017860249 0.016641929732122702 -0.0043079604627307439 -0.0071063798236141312 0.01975411677477814 -0.0083846498739742724 -0.0047407309503116586 0.031350068160522347 0.010627727267865086 0.012931233102521308 -0.012042282918621446 0.016974339792637627 -0.0015576362870882118 0.025963777090209243 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78 1473 126 1852 212 4822 74 152 563 90778 11350 467 869 1040 1182 1416 2665 480 1058 61 846 89 6116 internal_value=-1.31106e-05 -0.000313777 -0.00172307 0.00130703 0.00495256 -0.000188841 0.00675601 0.000165327 -0.000240792 -0.00577483 -0.000196067 -0.000489611 -0.00449065 0.000770711 0.0082444 0.000328544 -0.000200252 0.000115406 5.30523e-05 -0.000108749 0.000829836 -0.00162158 -0.00261127 0.0046136 0.00203158 -0.00145413 0.00654838 0.0052193 0.00127649 -0.00362376 internal_weight=324147 33193.7 2703.02 1244.35 821.477 30490.6 226.391 135.834 30264.2 422.871 30098.9 23088.5 1557.17 7010.42 391.591 6618.83 21531.4 6503.24 6487.59 6378.26 3696.3 2243.07 1971.64 1453.23 816.689 460.958 355.731 341.001 225.332 1718.91 internal_count=1411703 141069 11831 5133 3412 129238 958 580 128280 1721 127565 97664 6674 29901 1625 28276 90990 27713 27639 27172 15822 9754 8572 6068 3403 1927 1476 1415 935 7532 is_linear=0 shrinkage=0.03 Tree=608 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 2 2 2 2 2 1 0 1 2 0 2 0 0 2 2 0 0 3 1 1 2 0 1 2 split_gain=3.52762 16.0748 14.8283 38.293 23.4013 21.9755 16.7915 20.1592 13.9732 21.4182 14.1426 19.8866 11.9997 11.815 11.5643 32.8361 36.2271 25.2107 18.6804 18.2827 14.7789 13.6544 16.3192 12.1421 11.231 10.43 9.43928 10.6227 9.25538 8.85822 threshold=-4.4999999999999991 50.500000000000007 6514.3598632812509 1846.5046997070315 39.500000000000007 31.500000000000004 1420.9512329101565 555.07958984375011 182.51656341552737 876.87890625000011 7128.9062500000009 -21.499999999999996 1.5000000000000002 -6.4999999999999991 2533.3342285156255 39.500000000000007 3912.428344726563 44.500000000000007 45.500000000000007 2848.0100097656255 3118.6667480468755 41.500000000000007 46.500000000000007 4.1315000057220468 -7.4999999999999991 -16.499999999999996 305.33541870117193 23.500000000000004 -15.499999999999998 42314.533203125007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 7 -7 28 -10 -11 -12 -4 -14 21 19 17 20 -18 25 -17 -5 -23 -21 -13 -16 27 -1 -3 -15 right_child=-2 8 12 14 -6 6 -8 -9 9 10 11 24 13 29 15 16 18 -19 -20 23 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0034382911856775385 -3.5297612127502777e-05 0.011947779995663604 0.028212798464234228 0.00088910213655652522 0.0029228797476252592 -0.0074068949988016462 -0.020882489279841265 0.0053962663343182938 0.0036238195643655477 -0.0041714986034181775 0.025020076545696445 0.0038241451774036444 -0.0014231052220620671 0.0028482525711374719 -0.032570315035754777 0.010511243600905308 -0.020818265270522975 -0.0067080620825582995 0.00081188028476713908 0.0066406158726839953 0.00049911293689421544 0.015415041646099916 0.004713058772452758 0.0012117976407502577 -0.003582926224794562 -0.0036760117317588977 -0.00074726135138458759 0.018465079842954091 -0.009977264510884128 -0.0020500269892785501 leaf_weight=33.357033617794514 308106.29510420328 18.739320382475853 13.213551445514893 220.18137590587139 1192.4477767497301 589.42634183168411 65.324388980865479 136.27226670086384 705.99705041944981 1411.394618704915 29.547241650521755 349.635324254632 3480.1530633568764 1303.1317292973399 12.698232941329477 227.12289921939373 118.15850232541561 258.5956834256649 51.638816595077515 1759.9424303922569 319.12411268800497 245.18527595698833 268.85291668772697 469.75953760650009 389.43916688859463 98.148078300058842 1542.9780201520771 49.498049259185791 230.13048979640007 446.00161970406771 leaf_count=182 1331344 107 1701 1148 5594 2598 317 637 3231 6522 292 1748 17877 5890 79 1315 480 1257 215 9097 1568 1345 1386 2626 1806 505 7479 244 1037 2076 internal_value=-1.27192e-05 0.000421087 0.000889296 0.00173077 -0.000516145 -0.00221292 -0.00631409 -0.00500271 -0.00150577 -0.000917607 -0.00238835 0.000886 -0.00034001 -0.000412158 0.00373349 0.00297901 -0.00164777 0.00100883 -0.0142401 0.00490568 0.00466204 0.00714013 0.00981768 0.00549686 -7.88494e-05 -0.00698606 -0.000217558 0.00964689 -0.00832636 0.00159927 internal_weight=324142 16036.1 12901.2 7658.71 3609.3 2416.86 791.023 725.699 3134.88 2886.01 2180.02 768.622 5242.5 5229.29 4049.41 3315.19 974.64 804.843 169.797 2340.55 546.247 734.22 514.038 2229.7 739.074 110.846 1625.83 82.8551 248.87 1749.13 internal_count=1411703 80359 65616 38072 17051 11457 3552 3235 14743 13599 10368 3846 27544 25843 21021 17142 4835 4140 695 12307 2883 3879 2731 11723 3554 584 7905 426 1144 7966 is_linear=0 shrinkage=0.03 Tree=609 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 2 0 0 2 0 2 2 0 0 2 1 2 1 2 1 0 0 2 0 0 1 0 2 2 0 split_gain=3.46572 6.12533 22.1626 33.6409 24.8745 11.4831 15.5611 25.8542 11.5526 11.0272 8.87524 27.9544 36.153 24.2178 22.6535 17.6031 15.7105 11.0212 10.3613 8.51424 8.37399 22.8611 8.10918 35.8364 16.6987 14.3379 12.9579 13.4609 23.3893 15.1967 threshold=65.500000000000014 346.46589660644537 1.0000000180025095e-35 297.03073120117193 284.12406921386724 356.29209899902349 69.500000000000014 79.500000000000014 361.94923400878912 77.500000000000014 1236.168395996094 2180.0605468750005 71.500000000000014 67.500000000000014 997.99557495117199 9.5000000000000018 2225.1726074218755 -11.499999999999998 1193.5148925781252 2.5000000000000004 79.500000000000014 77.500000000000014 540.01754760742199 79.500000000000014 87.500000000000014 -1.4999999999999998 76.500000000000014 930.90408325195324 586.15780639648449 75.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 20 6 19 -8 -7 -5 13 12 -12 14 -10 17 -13 -15 22 -3 21 -2 -19 26 25 -25 27 28 -24 -29 right_child=1 5 -4 9 -6 8 7 -9 10 -11 11 16 -14 15 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31 leaf_value=2.080240624438377e-05 0.0018466272694273964 0.011028398312198335 -0.0041836180410301368 -0.0068953992215028898 0.016255230097899826 -0.0081454082767250281 -0.0086749879855462179 0.030388337538104649 0.010301730710450973 0.012585972109628649 -0.011699489215833634 0.016446586368381731 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leaf_count=1270634 2406 441 6698 1595 581 715 372 78 1473 126 1852 212 4822 74 152 563 90778 11350 467 67 222 203 869 1040 1182 7532 2665 1415 1058 61 internal_value=-1.23296e-05 -0.000302773 -0.00167219 0.00126887 0.00480985 -0.00018148 0.00654943 -0.00185078 -0.00023184 -0.0056053 -0.000188424 -0.000472274 -0.00435534 0.000746565 0.00799367 0.000317479 -0.000191647 0.000110676 5.03397e-05 0.0139128 0.00242728 0.00340839 -0.000106724 0.00080467 -0.00157431 -0.00253537 0.00447386 0.00197223 -0.00141211 0.00635617 internal_weight=324136 33189.4 2700.47 1243.84 820.956 30488.9 226.422 105.764 30262.5 422.887 30097.3 23088.1 1556.1 7009.22 391.803 6617.42 21532 6501.28 6485.81 120.657 679.505 625.242 6376.4 3694.92 2241.57 1970.16 1453.36 816.539 460.804 355.735 internal_count=1411703 141069 11831 5133 3412 129238 958 450 128280 1721 127565 97664 6674 29901 1625 28276 90990 27713 27639 508 2831 2609 27172 15822 9754 8572 6068 3403 1927 1476 is_linear=0 shrinkage=0.03 Tree=610 num_leaves=31 num_cat=0 split_feature=2 2 1 1 3 3 2 3 0 3 3 1 2 3 2 3 0 0 0 1 1 1 0 2 1 3 1 0 1 0 split_gain=3.14436 11.8176 11.0586 8.80612 13.7215 13.2476 8.35797 29.5101 52.6108 20.1197 31.2136 18.8475 13.0964 11.1207 10.3446 12.5358 17.8536 11.6502 25.2833 11.7693 11.4101 10.809 15.6151 9.89788 25.1271 12.6408 12.5458 9.77691 9.613 9.56574 threshold=291.56593322753912 310.97680664062506 -9.4999999999999982 2.5000000000000004 1.5979999899864199 1.6674999594688418 252.50982666015628 1.5979999899864199 54.500000000000007 2.7749999761581425 3.4465000629425053 4.5000000000000009 279.21791076660162 1.9854999780654909 246.96897125244143 1.532000005245209 36.500000000000007 35.500000000000007 33.500000000000007 1.5000000000000002 2.5000000000000004 -1.4999999999999998 63.500000000000007 271.27960205078131 1.0000000180025095e-35 1.7404999732971194 -1.4999999999999998 61.500000000000007 1.0000000180025095e-35 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=2 3 -1 -2 -5 -6 14 8 29 13 -11 12 -10 23 -4 -16 17 18 -17 -19 -21 22 -18 24 25 -9 -25 -28 -29 -8 right_child=1 -3 6 4 5 -7 7 9 11 10 -12 -13 -14 -15 15 16 21 19 -20 20 -22 -23 -24 26 -26 -27 27 28 -30 -31 leaf_value=0.0041487163782158425 0.0023375774959402593 5.21416038301983e-05 -0.00016512067888854352 -0.019315606992248255 0.025996020740823814 -0.0021206362579603297 -0.0012130406961323157 -0.024222153318154679 0.0052276057073748286 0.021966270647201101 0.0002637339033869786 0.02588046471316079 0.016713393004471506 -0.0051929569805017227 0.0095444704973444254 0.004211936532801103 -0.026439386221751359 0.0097379488626277017 -0.021480291598021572 -0.015484423285603724 0.0094540801716756426 -0.0017448406159389683 0.005479744249227602 -0.00684387418105526 -0.0069393958529176672 0.00019582858888049761 0.0049985051622273118 -0.014810779317016234 0.0010753191995779596 -0.015526817761341825 leaf_weight=518.63732244074345 3052.4705694615841 278812.56765730568 33593.530775472522 39.968771554529667 15.974786862730978 269.7893752604723 1170.3951588943601 19.405736461281776 496.27112008631229 68.329227268695831 469.22554276883602 53.446883261203766 108.96233610808849 1525.9722926169634 201.91343809664249 153.04905937612057 41.153950095176697 322.82706159353256 44.494359761476517 36.221827909350395 30.3439781665802 251.14976957440376 20.748124241828918 153.05337850749493 878.87596832215786 1139.536395162344 459.85368558764458 47.956794202327728 120.22579920291901 43.584441021084785 leaf_count=2715 12743 1217335 143876 252 74 1294 5208 78 2022 289 2101 240 449 6439 842 657 169 1320 189 157 153 1088 84 625 3940 4587 1940 192 533 183 internal_value=3.74784e-05 7.35115e-05 -0.0002048 0.00183723 -0.00285162 -0.000548859 -0.000259272 -0.00122472 0.00197698 -0.00245273 0.00302237 0.00880347 0.00729543 -0.00313011 -7.13028e-05 0.00278891 0.00127329 0.00435917 -0.00157494 0.00736961 -0.00411622 -0.00451237 -0.0157408 -0.00201342 -0.003114 -0.000213035 0.000857912 0.00273485 -0.00345456 -0.00172694 internal_weight=324160 282191 41969.2 3378.2 325.733 285.764 41450.5 6755.09 1872.66 4882.43 537.555 658.68 605.233 4344.88 34695.4 1101.9 899.988 586.936 197.543 389.393 66.5658 313.052 61.9021 2818.91 2037.82 1158.94 781.09 628.036 168.183 1213.98 internal_count=1411774 1231698 180076 14363 1620 1368 177361 28826 8102 20724 2390 2711 2471 18334 148535 4659 3817 2476 846 1630 310 1341 253 11895 8605 4665 3290 2665 725 5391 is_linear=0 shrinkage=0.03 Tree=611 num_leaves=31 num_cat=0 split_feature=2 2 1 3 0 3 0 1 3 2 0 3 2 3 0 3 3 1 2 3 2 3 0 0 0 1 1 1 0 3 split_gain=2.95888 11.1206 10.4239 8.31654 23.0224 14.3322 8.79072 8.64252 7.97618 10.6601 18.6608 13.2761 7.86782 27.7754 49.4653 18.9399 29.3836 17.4884 12.3128 10.4682 9.73283 11.788 16.7982 10.96 23.848 11.0726 10.7636 10.1357 14.622 9.343 threshold=291.56593322753912 310.97680664062506 -9.4999999999999982 1.1980000138282778 47.500000000000007 1.469500005245209 46.500000000000007 -1.4999999999999998 2.3904999494552617 297.03073120117193 27.500000000000004 5.0659999847412118 252.50982666015628 1.5979999899864199 54.500000000000007 2.7749999761581425 3.4465000629425053 4.5000000000000009 279.21791076660162 1.9854999780654909 246.96897125244143 1.532000005245209 36.500000000000007 35.500000000000007 33.500000000000007 1.5000000000000002 2.5000000000000004 -1.4999999999999998 63.500000000000007 1.0205000042915346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 3 -1 4 6 7 -2 -5 -7 10 -10 -11 20 14 29 19 -17 18 -16 -15 -4 -22 23 24 -23 -25 -27 28 -24 -14 right_child=1 -3 12 5 -6 8 -8 -9 9 11 -12 -13 13 15 17 16 -18 -19 -20 -21 21 22 27 25 -26 26 -28 -29 -30 -31 leaf_value=0.0040321904513653155 -0.0040007876158556993 5.0577437030750504e-05 -0.00016016929763539736 0.02264194536246179 0.010919291793447137 0.0010648393304862362 -0.018066834498264076 0.0068610286635142261 -0.03293520264156552 0.01659667658092186 0.005457438991985252 0.0031818958372988948 -0.015253488191770994 -0.0019540817611503739 0.0050707268211391465 0.021316506091736895 0.00025582661506544537 0.024918382407606028 0.016205906991135454 -0.0050396811832279639 0.0092546646046468579 0.0040855284453049272 -0.025556325126334867 0.0094449938610182537 -0.020892681529704714 -0.015086472989290448 0.0091323647991996271 -0.0016930002038679098 0.0053176160618846405 -0.0011652141877445911 leaf_weight=517.63211470097303 98.25282796472311 278812.06616009533 33593.069973938167 37.548823401331902 68.804369688034058 2585.4118210524321 67.430603414773941 185.69837981462479 16.393395692110062 107.76767735183239 37.361901193857193 172.95683927834034 43.957561641931534 2817.4752960205078 496.27604119479656 68.300076395273209 469.21765023469925 53.838978722691536 109.0025936216116 1525.2228775769472 201.98800647258759 153.05090895295143 41.296441048383713 322.8545089662075 44.375212252140045 36.064380750060081 30.46861132979393 251.07592058181763 20.739419966936111 1169.8068116009235 leaf_count=2715 439 1217335 143876 164 295 10845 348 770 68 452 156 826 197 11895 2022 289 2101 240 449 6439 842 657 169 1320 189 157 153 1088 84 5194 internal_value=3.63527e-05 7.13058e-05 -0.000198682 0.00178236 -0.00366779 0.00218896 -0.00972545 0.00951528 0.00162881 0.00598809 -0.00625091 0.00833171 -0.00025152 -0.00118839 0.00191735 -0.00238028 0.00293192 0.00853345 0.00707602 -0.00303779 -6.91661e-05 0.00270517 0.00123513 0.00422911 -0.00152879 0.00714847 -0.00399552 -0.00437599 -0.0152348 -0.00167543 internal_weight=324155 282190 41965.7 3377.63 234.488 3143.14 165.683 223.247 2919.89 334.48 53.7553 280.725 41448.1 6753.1 1872.88 4880.22 537.518 659.118 605.279 4342.7 34695 1101.91 899.925 586.814 197.426 389.388 66.533 313.112 62.0359 1213.76 internal_count=1411774 1231698 180076 14363 1082 13281 787 934 12347 1502 224 1278 177361 28826 8102 20724 2390 2711 2471 18334 148535 4659 3817 2476 846 1630 310 1341 253 5391 is_linear=0 shrinkage=0.03 Tree=612 num_leaves=31 num_cat=0 split_feature=2 2 3 3 0 1 0 1 1 1 3 1 3 0 2 0 0 2 0 1 1 0 3 2 2 2 2 1 2 3 split_gain=2.83269 17.9772 12.9793 16.0176 15.9407 12.7976 11.0518 10.8925 10.1108 9.55122 8.73134 12.0179 11.1033 10.6059 8.86315 8.13686 10.8107 13.3047 9.84549 9.15285 10.9306 8.0407 7.80806 26.0366 19.5276 31.115 28.5439 16.9651 16.6482 18.9364 threshold=58311.849609375007 56232.490234375007 21.500000000000004 8.545499801635744 3.5000000000000004 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 -7.4999999999999991 -2.4999999999999996 1.4100000262260439 1.0000000180025095e-35 1.7404999732971194 61.500000000000007 68603.160156250015 87.500000000000014 92.500000000000014 83842.167968750015 93.500000000000014 1.5000000000000002 5.5000000000000009 43.500000000000007 28.166500091552738 43864.599609375007 1896.9642333984377 2848.0100097656255 1846.5046997070315 1.0000000180025095e-35 47442.083984375007 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 22 3 -3 5 -4 -5 9 -2 -6 11 21 13 -12 -15 -14 -17 18 -18 -19 -21 -10 -1 24 26 -26 -24 28 29 -25 right_child=8 2 4 6 7 -7 -8 -9 10 -11 12 -13 15 14 -16 16 17 19 -20 20 -22 -23 23 27 25 -27 -28 -29 -30 -31 leaf_value=6.5794891909634894e-05 0.0035578968573741331 0.0030610111400329533 0.012466135928905274 0.0026834395165037423 -0.016296358440198038 -0.0075929297245212728 -0.025959917886030734 -0.0095228003006508095 -0.012285358469958957 0.017461994925090596 0.0019671522153092529 -0.0096433741214024937 -0.00047587501630249804 -0.0036956973510924537 0.018826660942789657 0.0040218394112099091 -0.029250657047623772 0.0021043144693012536 -0.003280974630542291 -0.010840068868618187 0.003586990517736983 0.0034428301694012743 -0.00097340679655486212 -0.033931605772340105 -0.02368875331671294 -0.00021654297508396603 0.037093138804259435 -0.012118826246998194 0.0052716968750192075 -0.0020520738083817966 leaf_weight=291567.39595086122 613.51980578084476 582.6799803301692 47.242900488898158 20.161484465003014 7.8675381280481806 72.637029960751534 30.40868403762579 16.243138872087002 35.644026234745979 182.80802522599697 268.23489889502525 212.10416483879089 25227.729465433396 20.219370722770691 70.752913922071457 864.22024954110384 24.510344311594963 589.03931671380997 28.318231824785471 123.57225176878273 76.539157272782177 163.1671237796545 42.005269324406981 24.572785548865795 51.816581524908543 2664.4942584289238 30.674682341516018 304.75734391435981 135.25348399579525 52.806438934989274 leaf_count=1249179 4764 2405 316 92 98 303 126 85 163 1226 1155 915 120831 95 362 3981 100 2686 153 518 523 683 280 112 304 16887 215 1871 869 477 internal_value=3.52617e-05 6.26997e-05 0.00416124 0.0016554 0.0090169 0.00031205 -0.0145403 0.0140601 -0.000251382 0.0160691 -0.000335741 -0.00467625 -0.000270392 0.00496921 0.0138209 -0.00034027 0.00166477 -0.000754553 -0.0153299 0.000221171 -0.00532197 0.000622988 4.93556e-05 -0.00140031 -0.000253682 -0.000664301 0.0150926 -0.00758121 -0.00107764 -0.0121758 internal_weight=324151 295834 960.049 633.25 326.799 119.88 50.5702 206.919 28317.6 190.676 27704.1 410.915 27293.1 359.207 90.9723 26933.9 1706.2 841.979 52.8286 789.151 200.111 198.811 294874 3306.38 2788.99 2716.31 72.68 517.39 212.633 77.3792 internal_count=1411774 1274845 4651 2623 2028 619 218 1409 136929 1324 132165 1761 130404 1612 457 128792 7961 3980 253 3727 1041 846 1270194 21015 17686 17191 495 3329 1458 589 is_linear=0 shrinkage=0.03 Tree=613 num_leaves=31 num_cat=0 split_feature=2 2 1 1 3 3 0 2 3 0 3 3 1 0 0 3 0 2 0 0 2 2 2 1 0 1 1 0 1 0 split_gain=2.80673 10.4525 9.82531 8.21281 12.9329 12.3774 7.75356 7.40505 26.1384 46.5117 17.8256 27.6669 16.2424 11.7711 14.5104 9.85921 9.54612 14.0386 21.5502 13.0299 28.2647 11.5188 9.32775 23.7407 12.3659 11.7952 9.30898 9.19616 9.04035 9.029 threshold=291.56593322753912 310.97680664062506 -9.4999999999999982 2.5000000000000004 1.5979999899864199 1.6674999594688418 26.500000000000004 252.50982666015628 1.5979999899864199 54.500000000000007 2.7749999761581425 3.4465000629425053 4.5000000000000009 58.500000000000007 56.500000000000007 1.9854999780654909 58.500000000000007 225.45304870605472 54.500000000000007 56.500000000000007 235.10141754150393 192.42346954345706 271.27960205078131 1.0000000180025095e-35 35.500000000000007 -1.4999999999999998 3.5000000000000004 61.500000000000007 1.0000000180025095e-35 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=2 3 -1 -2 -5 -6 -7 16 9 29 15 -12 13 14 -11 22 17 -4 -19 -20 -21 -18 23 24 -10 -24 -13 -27 -29 -9 right_child=1 -3 7 4 5 6 -8 8 10 12 11 26 -14 -15 -16 -17 21 18 19 20 -22 -23 25 -25 -26 27 -28 28 -30 -31 leaf_value=0.0039168929396711984 0.0022103580066933854 4.8155720515865317e-05 -0.00016232132525843739 -0.018906948105331257 0.024956007992161456 0.020544518956847876 -0.0032500447443057959 -0.0011283292808169109 0.0017928792178827499 0.0042944631833074032 0.020687853377333636 -0.0005888527454364508 0.024002991048671617 0.00510174317411704 0.028276563684878107 -0.0048928560090188066 0.00081855107112782015 0.00090850233675043846 0.014333057812183976 -0.0092608811590294982 0.0096169397035954646 -0.0026257991030364464 -0.0065747362649633059 -0.0066930367796753211 -0.00509218820499631 0.0049035349912734992 0.021629446064852162 -0.014304038618146196 0.0010999613164327856 -0.015040162513722968 leaf_weight=516.63780533522367 3051.5509181022644 278804.02134518133 26122.071398563683 39.444981917738914 16.117256611585617 12.946422487497328 256.78942234814167 1169.8847258538008 831.99620668590069 43.51905831694603 68.258376762270927 451.57365994155407 54.205267801880836 514.3054231107235 47.478541180491447 1524.4885156601667 1317.9742981046438 4149.5777609497309 166.28136338293552 100.76108078658581 244.8061688542366 2593.2146771103144 153.21708437800407 876.49749909341335 327.06862641870975 460.00826895236969 17.634361699223518 47.975775688886642 120.19775339961052 43.549843341112137 leaf_count=2715 12743 1217335 111899 252 74 55 1239 5208 3350 176 289 2018 240 2102 193 6439 5851 17389 678 411 997 11310 625 3940 1315 1940 83 192 533 183 internal_value=3.42075e-05 6.82501e-05 -0.000194712 0.00172731 -0.00280408 -0.000582036 -0.00210798 -0.000245963 -0.00115496 0.00185769 -0.00231147 0.00284228 0.00827035 0.00686148 0.0168073 -0.0029495 -6.90662e-05 0.000108311 0.0016249 0.0074328 0.00411251 -0.00146514 -0.00189778 -0.00296736 -0.000149971 0.000888497 0.000246183 0.00270882 -0.00329442 -0.00162762 internal_weight=324144 282181 41963.2 3376.85 325.298 285.853 269.736 41446.5 6751.86 1872.94 4878.92 537.466 659.508 605.303 90.9976 4341.45 34694.7 30783.5 4661.43 511.849 345.567 3911.19 2816.96 2035.56 1159.06 781.399 469.208 628.182 168.174 1213.43 internal_count=1411774 1231698 180076 14363 1620 1368 1294 177361 28826 8102 20724 2390 2711 2471 369 18334 148535 131374 19475 2086 1408 17161 11895 8605 4665 3290 2101 2665 725 5391 is_linear=0 shrinkage=0.03 Tree=614 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 1 0 1 1 1 3 1 3 0 2 0 0 2 2 0 1 1 0 0 0 3 2 2 2 2 split_gain=2.67336 16.9567 12.36 15.1762 15.0653 12.1046 10.374 10.3695 9.52311 9.07866 8.22733 11.3307 10.4647 10.0841 8.45191 7.66016 10.1875 12.5195 9.39479 12.9984 8.61285 10.284 7.58958 7.55482 7.53461 7.35657 24.6007 18.5244 29.4695 27.5956 threshold=58311.849609375007 56232.490234375007 21.500000000000004 3.5000000000000004 8.545499801635744 1.0000000180025095e-35 8.5000000000000018 1.5000000000000002 -7.4999999999999991 -2.4999999999999996 1.4100000262260439 1.0000000180025095e-35 1.7404999732971194 61.500000000000007 68603.160156250015 87.500000000000014 92.500000000000014 83842.167968750015 71819.058593750015 93.500000000000014 1.5000000000000002 5.5000000000000009 43.500000000000007 79.500000000000014 94.500000000000014 28.166500091552738 43864.599609375007 1896.9642333984377 2848.0100097656255 1846.5046997070315 decision_type=2 2 2 2 2 2 2 2 2 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 4 5 -3 -4 -6 9 23 -5 11 22 13 -12 -15 -14 -17 18 -18 -20 24 -22 -10 -2 -19 -1 27 29 -29 -27 right_child=8 2 3 7 6 -7 -8 -9 10 -11 12 -13 15 14 -16 16 17 20 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=6.2841126592989608e-05 0.0031139789008390035 0.0029684293726478937 0.012181806955977805 -0.015599690300510616 0.0026035833798732748 -0.0073744551581780187 -0.02514635866516805 -0.0092070603322255817 -0.011968619919827098 0.017113694658050984 0.0019068514732997663 -0.0093712318488594019 -0.00046302780326200137 -0.0035813199011013406 0.018421992884497192 0.0039049955498364425 0.0022210109738485199 0.0061540335054420595 -0.041810901842844292 -0.0047313919034749291 -0.010515684530313405 0.0034777765066261956 0.0033380508602744116 0.036100878033582751 -0.00075933290445068301 -0.00094571438834555391 -0.007380522888732588 -0.023123751455041752 -0.00021148882208482084 0.036693056762613196 leaf_weight=291561.78639917128 606.48420991096646 582.54599207639694 46.894959926605225 7.9714367166161528 20.145542457699776 72.560688152909279 30.451777763664722 16.297866523265839 35.496258854866028 180.9458671361208 268.2129290252924 211.75384621322155 25228.563673360273 20.246905565261841 70.14173486828804 863.07495246082544 18.695106342434883 238.46127179265022 17.952748343348503 16.174662688747048 123.57948916591704 76.542615295387805 163.16951550543308 6.3136596903204909 350.31099109724164 42.009996643289924 515.63437296915799 51.498292237520218 2664.5265858583152 30.086600825190544 leaf_count=1249179 4718 2405 316 98 92 303 126 85 163 1226 1155 915 120831 95 362 3981 90 1112 73 90 518 523 683 46 1574 280 3329 304 16887 215 internal_value=3.31803e-05 5.98353e-05 0.004045 0.00880404 0.00160461 0.000302789 -0.0140976 0.0137526 -0.000245298 0.0157333 -0.000327126 -0.00454308 -0.000263726 0.00482731 0.0134933 -0.00033151 0.00161477 -0.000733567 -0.014873 -0.0242371 0.000213173 -0.00516347 0.000603158 0.00345384 0.00204068 4.68902e-05 -0.0013608 -0.000247518 -0.000645926 0.0147613 internal_weight=324139 295823 957.814 324.671 633.143 119.456 50.5973 205.215 28315.2 188.917 27702.4 410.42 27292 358.602 90.3886 26933.4 1704.79 841.717 52.8225 34.1274 788.894 200.122 198.666 612.798 588.772 294866 3303.76 2788.12 2716.02 72.0966 internal_count=1411774 1274845 4651 2028 2623 619 218 1409 136929 1324 132165 1761 130404 1612 457 128792 7961 3980 253 163 3727 1041 846 4764 2686 1270194 21015 17686 17191 495 is_linear=0 shrinkage=0.03 Tree=615 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 1 2 2 2 2 2 3 0 0 2 2 2 2 0 2 2 0 1 1 1 2 2 0 2 1 split_gain=3.6599 5.13863 6.59216 2.44573 4.84853 2.30594 7.94959 5.87644 3.24158 7.46372 6.84815 4.17397 8.02843 6.33423 21.3474 20.7735 14.4233 10.7161 9.25289 8.83455 7.73874 7.54019 7.53844 7.37938 7.29104 10.9143 6.92747 12.9174 9.40246 6.28627 threshold=79.500000000000014 75.500000000000014 85.500000000000014 13771.215820312502 18871.722656250004 -24.499999999999996 45446.361328125007 188.89690399169925 755.62243652343761 518.40026855468761 1045.9146118164065 14.476500034332277 9.5000000000000018 20.500000000000004 14993.919433593752 9353.3178710937518 4337.8815917968759 5118.9267578125009 55.500000000000007 3008.5642089843755 7836.1462402343759 49.500000000000007 -32.499999999999993 -27.499999999999996 -25.499999999999996 2362.8337402343755 29513.294921875004 13.500000000000002 18871.722656250004 -31.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -2 -5 6 7 -1 9 -9 -10 12 -12 14 15 17 18 -14 24 22 -19 23 -20 -18 25 -15 27 28 29 -16 right_child=3 2 -4 4 -6 -7 -8 8 10 -11 11 -13 13 16 26 -17 21 20 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.020745572995577485 -0.026671051857480744 0.00027735953876598362 0.035076061851581637 0.020617379919804082 -0.012048675811940267 5.4820958601901363e-05 0.0057262798445624581 -0.0027303406055525789 0.017191979023820442 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20.905976325273514 25.691884770989418 12.664171800017355 8.6788590997457522 leaf_count=67 38 58 63 25 279 1405384 1696 182 103 80 435 435 156 221 149 414 591 49 48 67 95 198 82 241 102 398 103 112 91 53 internal_value=5.07442e-05 5.17656e-05 0.0152648 -0.00989727 -0.00595428 5.08278e-05 -0.00155265 -0.00277342 -0.00309955 -0.0109989 -0.0025565 -0.00304694 -0.0023866 -0.0035189 -0.00783301 0.0015391 -0.00100287 -0.0125647 -0.00708089 -0.0188089 -0.0275618 0.00543517 -0.00929733 0.00285403 -0.0029197 -7.88764e-06 -0.0184289 -0.0229604 -0.0131291 -0.0218953 internal_weight=324173 324140 19.9816 33.2808 26.9465 324120 805.165 689.523 680.092 43.7469 636.345 620.925 579.18 525.205 193.471 102.664 331.735 49.0677 170.638 44.688 22.8831 161.096 29.6246 139.097 125.95 108.322 90.8068 69.9009 44.209 31.5448 internal_count=1412015 1411673 121 342 304 1411552 6168 4472 4405 262 4143 4040 3605 3170 1222 714 1948 300 918 197 144 1030 130 832 721 619 508 405 293 202 is_linear=0 shrinkage=0.03 Tree=616 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 1 2 2 2 2 2 3 0 0 2 2 2 2 0 2 0 1 2 1 2 2 0 2 1 0 split_gain=3.46012 4.87205 6.35632 2.35106 4.5583 2.16607 7.48967 5.58604 3.01986 6.86177 6.48951 3.87124 7.57541 5.93723 19.9437 19.5963 13.5732 9.85029 8.65051 8.2468 7.2502 6.96293 6.90262 6.76903 10.2577 6.43626 12.1181 8.71875 5.74793 5.45481 threshold=79.500000000000014 75.500000000000014 85.500000000000014 13771.215820312502 18871.722656250004 -24.499999999999996 45446.361328125007 188.89690399169925 755.62243652343761 518.40026855468761 1045.9146118164065 14.476500034332277 9.5000000000000018 20.500000000000004 14993.919433593752 9353.3178710937518 4337.8815917968759 5118.9267578125009 55.500000000000007 2272.6494140625005 49.500000000000007 -27.499999999999996 7836.1462402343759 -25.499999999999996 2362.8337402343755 29513.294921875004 13.500000000000002 18871.722656250004 -31.499999999999996 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -2 -5 6 7 -1 9 -9 -10 12 -12 14 15 17 18 -14 23 -20 21 -18 -19 24 29 26 27 28 -16 -15 right_child=3 2 -4 4 -6 -7 -8 8 10 -11 11 -13 13 16 25 -17 20 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.020398081898918397 -0.026214781325184702 0.00026903096416501071 0.034601697378832681 0.01984839719875495 -0.011743301327171159 5.3176369097418875e-05 0.0055742331441266712 -0.0026444103182678763 0.016842377497763836 -0.028235495243664414 0.0084222213707701079 -0.011734198545706937 0.00052542250467414557 0.0025014892686387232 -0.028763937333170383 0.01415442053320539 0.0076995169273811025 -0.04830506877559651 0.0019959482881914937 -0.026369300844447378 0.021435853405233497 -0.0063930383515055679 -0.014159207523483647 -0.019956068105628982 0.0075761341418532037 -0.0031761266849680506 -0.038475456728408471 0.0084918249495042029 -0.00015266835503698504 -0.019441824775422941 leaf_weight=9.3054137229919416 6.2524527907371512 11.376044504344465 8.4643013402819616 5.0648494362831142 21.816125279758126 323314.72397322441 115.23881637561135 30.31472135335207 15.270524293184279 13.68740428239107 53.660117849183735 42.124128663912416 26.176602318882942 16.264262549579144 23.239778362214565 53.086270663887262 90.295013397932053 8.2708863019943255 12.978017762303351 31.897302761673927 21.662263445556164 48.504030883312225 14.975744113326071 17.829801872372627 64.652109913527966 20.92495109140873 25.827081561088562 12.595672339200972 8.6796582937240618 27.325441941618919 leaf_count=67 38 58 63 25 279 1405384 1696 182 103 80 435 435 156 93 149 414 591 49 57 140 198 241 95 102 398 103 112 91 53 128 internal_value=4.92261e-05 5.02171e-05 0.0149161 -0.00964497 -0.00579087 4.93071e-05 -0.00150514 -0.00268827 -0.00300408 -0.0106048 -0.00247841 -0.00295354 -0.00231455 -0.00341156 -0.00758302 0.00149829 -0.000972482 -0.0120959 -0.00685463 -0.018166 0.00529404 0.0027748 -0.0263079 -0.00282832 -7.00763e-06 -0.017783 -0.0221281 -0.0126436 -0.0209838 -0.0112543 internal_weight=324172 324139 19.8403 33.1334 26.881 324120 804.786 689.547 680.242 44.0021 636.24 620.969 578.845 525.185 193.777 102.51 331.408 49.4232 170.947 44.8753 160.461 138.799 23.2466 126.072 108.242 91.2671 70.3422 44.5151 31.9194 43.5897 internal_count=1412015 1411673 121 342 304 1411552 6168 4472 4405 262 4143 4040 3605 3170 1222 714 1948 300 918 197 1030 832 144 721 619 508 405 293 202 221 is_linear=0 shrinkage=0.03 Tree=617 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 2 2 3 0 0 0 3 3 0 1 1 0 0 0 2 0 2 1 0 2 0 0 2 0 0 split_gain=3.27111 4.6189 6.1281 2.25996 4.28622 2.13851 12.8643 10.9871 12.0243 9.54334 6.84653 17.7424 16.7172 12.4901 9.23384 8.89144 8.69852 6.80758 8.36684 24.8065 24.2264 37.3115 12.4441 11.1958 10.2959 11.6676 8.08779 13.0767 19.7688 15.9234 threshold=79.500000000000014 75.500000000000014 85.500000000000014 13771.215820312502 18871.722656250004 58311.849609375007 56232.490234375007 1.4100000262260439 44.500000000000007 49.500000000000007 3.5000000000000004 21.500000000000004 8.545499801635744 8.5000000000000018 -2.4999999999999996 1.5000000000000002 86.500000000000014 85.500000000000014 90.500000000000014 75237.886718750015 91.500000000000014 65050.789062500007 1.5000000000000002 93.500000000000014 65050.789062500007 88.500000000000014 4.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 -2 -5 6 -1 8 -7 -10 -8 12 16 -14 -13 -16 -12 26 24 20 21 -20 -21 -22 25 -19 27 28 -9 -30 right_child=3 2 -4 4 -6 7 10 17 9 -11 11 14 13 -15 15 -17 -18 18 19 22 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=6.0327467039343004e-05 -0.025766723879448152 0.00026095310819768304 0.034132300464378901 0.019116401137551441 -0.01144439107213702 -0.014362029490459435 -0.0030550140619199206 0.017311062822685071 0.0048584083154581204 -0.005959656082450116 0.0029697257570023582 -0.019049514105906107 0.003962176202631321 -0.026457175815877903 0.015776746096193787 -0.0069050185205285228 0.028183658325575244 0.0023761118713335879 -0.030242227773830822 0.0031201389061327207 -0.035451696947282681 0.029420666355454581 -0.004197715932990319 -0.0057808895693693867 0.0031215029596573123 0.031276923211369052 -0.00060717147237601883 0.00076868071886442024 -0.016569968678225754 -0.00028637289624393802 leaf_weight=294894.84048647049 6.1715745925903311 11.37636572122574 8.3253977596759778 5.1004701554775265 21.715894065331668 95.61661297082901 123.91139857657254 28.382441084831953 111.45782367885113 214.88670072704554 581.33790695667267 8.0684282481670362 20.097509101033211 30.712554588913918 171.74277025461197 17.10375988483429 12.580706521868704 24.558943569660187 16.577410280704498 834.98826061934233 40.817421466112137 21.890800848603249 279.02864470332861 15.905722206458448 700.7532751262188 25.757780194282532 18046.02566145733 7583.0061338355299 121.07942970097065 97.626663513481617 leaf_count=1270252 38 58 63 25 279 441 636 180 469 902 2392 100 92 127 1172 88 58 111 68 3870 166 98 1179 83 3254 116 74443 50202 561 492 internal_value=4.77533e-05 4.87147e-05 0.014574 -0.0093987 -0.00563173 4.78317e-05 7.1647e-05 -0.00020151 -0.00500613 -0.00226492 0.00352879 0.00449809 0.00209087 -0.014425 0.0123797 0.0137225 0.00350382 -0.000128678 0.00157584 3.11811e-05 -0.0146683 0.00370966 0.00128723 -0.0271317 0.00406271 0.0171708 -0.000257806 0.000547375 -0.00624436 -0.00930125 internal_weight=324171 324138 19.7018 32.9879 26.8164 324119 295860 28258.4 421.961 326.345 965.555 841.644 644.729 50.8101 196.915 188.847 593.919 27836.4 1960.28 1209.21 95.1914 38.4682 1114.02 56.7231 751.07 50.3167 25876.1 7830.09 247.089 218.706 internal_count=1412015 1411673 121 342 304 1411552 1274917 136635 1812 1371 4665 4029 2669 219 1360 1260 2450 134823 8945 5464 415 166 5049 249 3481 227 125878 51435 1233 1053 is_linear=0 shrinkage=0.03 Tree=618 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 1 2 2 2 2 2 3 0 0 2 2 2 0 2 1 0 2 2 0 2 1 2 0 0 1 split_gain=3.09227 4.37852 5.90724 2.17226 4.03105 2.03155 7.07663 5.31016 2.8146 6.31749 6.14975 3.59241 7.14835 5.56759 18.6432 18.49 12.9001 9.23902 9.06847 8.85757 8.16166 6.18497 5.98715 11.3847 8.09215 5.26932 5.20927 4.92306 5.68846 4.7434 threshold=79.500000000000014 75.500000000000014 85.500000000000014 13771.215820312502 18871.722656250004 -24.499999999999996 45446.361328125007 188.89690399169925 755.62243652343761 518.40026855468761 1045.9146118164065 14.476500034332277 9.5000000000000018 20.500000000000004 14993.919433593752 9353.3178710937518 6514.3598632812509 49.500000000000007 5118.9267578125009 -25.499999999999996 49.500000000000007 7836.1462402343759 29513.294921875004 13.500000000000002 18871.722656250004 -34.499999999999993 3008.5642089843755 36.500000000000007 22.500000000000004 -36.499999999999993 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 -3 -2 -5 6 7 -1 9 -9 -10 12 -12 14 15 18 17 19 -14 -15 27 -20 23 24 25 -16 29 28 -18 -19 right_child=3 2 -4 4 -6 -7 -8 8 10 -11 11 -13 13 16 22 -17 20 26 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.02005323641112032 -0.025326459511344906 0.00025311711438121817 0.03366763833326554 0.018418861469012084 -0.01115186832802746 5.01463389625058e-05 0.0054346433866366084 -0.0025632070878111755 0.016496825636968245 -0.026991358606015019 0.0082157232454506957 -0.011284753595003166 0.00050802158468561231 0.0029237482710100147 -0.028472227107776148 0.013860422114202261 -0.0039725803504445326 -0.019347752406764819 -0.045625831710032448 -0.018429881210990848 0.026091638075162106 -0.013621934423024638 -0.0030799667433346303 -0.037157095724524247 0.0082801161046556493 -0.0025199458907934477 -0.023898961404758095 -0.014640545455049702 0.013752748819320782 -0.0019745147160557782 leaf_weight=9.1825135573744756 6.0917108282446852 11.376677058637144 8.1891650184988958 5.1342930942773846 21.618455983232707 323308.77695968165 114.86732251744252 30.357602313160896 15.123265758156775 13.886557564139364 53.351536041824147 42.488878842908889 26.167921990156174 123.41860751062632 21.896784156560894 52.586692254990339 26.396489068865776 21.302316248416901 8.4907107353210467 20.368174374103546 18.53367730230093 15.099490217864512 20.942926459014416 25.940596871078014 12.528478644788263 10.378531441092493 25.367697507143021 11.001126728951929 42.57951607555151 42.090502232313156 leaf_count=67 38 58 63 25 279 1405384 1696 182 103 80 435 435 156 794 139 414 145 89 49 116 184 95 103 112 91 63 119 63 235 203 internal_value=4.6324e-05 4.72568e-05 0.0142386 -0.00915831 -0.00547676 4.64001e-05 -0.00145942 -0.00260797 -0.00291385 -0.0102303 -0.00240491 -0.00286528 -0.00224684 -0.00330988 -0.00734497 0.00145672 -0.000944926 -0.00479928 -0.0116521 -0.000101109 0.00815377 -0.0251409 -0.0171697 -0.0213408 -0.0121835 -0.0201269 -0.01241 0.0039969 0.00696943 -0.00781256 internal_weight=324166 324133 19.5658 32.8445 26.7527 324113 804.348 689.481 680.298 44.2442 636.054 620.931 578.442 525.09 194.032 102.345 331.058 232.547 49.7581 143.787 98.5108 23.5902 91.6873 70.7444 44.8038 32.2753 88.7605 79.9771 68.976 63.3928 internal_count=1412015 1411673 121 342 304 1411552 6168 4472 4405 262 4143 4040 3605 3170 1222 714 1948 1321 300 910 627 144 508 405 293 202 411 443 380 292 is_linear=0 shrinkage=0.03 Tree=619 num_leaves=31 num_cat=0 split_feature=1 1 0 2 2 2 2 3 0 0 0 3 3 0 1 1 0 0 0 0 2 0 2 1 0 2 0 0 2 0 split_gain=2.92306 4.15026 5.69349 2.08779 3.79164 2.02254 12.1247 10.346 11.4068 8.97696 6.45706 16.8981 15.7312 11.736 8.73004 8.47678 8.28893 6.50204 6.41497 7.88588 23.3648 22.7484 35.2473 11.7127 10.4816 9.76323 11.1556 7.61 12.4111 12.6017 threshold=79.500000000000014 75.500000000000014 85.500000000000014 13771.215820312502 18871.722656250004 58311.849609375007 56232.490234375007 1.4100000262260439 44.500000000000007 49.500000000000007 3.5000000000000004 21.500000000000004 8.545499801635744 8.5000000000000018 -2.4999999999999996 1.5000000000000002 86.500000000000014 31.500000000000004 85.500000000000014 90.500000000000014 75237.886718750015 91.500000000000014 65050.789062500007 1.5000000000000002 93.500000000000014 65050.789062500007 88.500000000000014 4.5000000000000009 65050.789062500007 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 6 -1 8 -7 -10 -8 12 16 -14 -13 -16 17 -12 27 25 21 22 -21 -22 -23 26 -20 28 29 -9 right_child=3 2 -4 4 -6 7 10 18 9 -11 11 14 13 -15 15 -17 -18 -19 19 20 23 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.7190820240365199e-05 -0.024893600588469272 0.00024551734918284876 0.03320750180892218 0.017753482969652686 -0.010865651403205095 -0.01400209832161713 -0.0029641770855348892 0.010048454004067746 0.0047069540482113821 -0.0057819951211837885 0.0053805939859578929 -0.018220324003323175 0.0038463784823189874 -0.025646658824382107 0.015449068242542737 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127 1172 88 58 935 111 68 3870 166 98 1179 83 3254 116 74443 49460 1654 internal_value=4.4938e-05 4.58429e-05 0.0139096 -0.00892364 -0.00532584 4.50116e-05 6.81707e-05 -0.000197494 -0.00486181 -0.00219779 0.00342734 0.00437062 0.00202721 -0.0139942 0.0120971 0.013423 0.00339839 0.00287942 -0.000126839 0.00152857 2.89075e-05 -0.0142467 0.00361439 0.00124777 -0.0263041 0.00394493 0.0167452 -0.000252147 0.000529009 -0.00466539 internal_weight=324165 324132 19.4326 32.7031 26.6902 324112 295858 28254.2 421.611 326.461 963.903 839.942 644.476 50.8086 195.466 187.276 593.667 581.21 27832.6 1958.56 1208.52 95.0677 38.313 1113.45 56.7547 750.042 50.0503 25874 7828.22 393.191 internal_count=1412015 1411673 121 342 304 1411552 1274917 136635 1812 1371 4665 4029 2669 219 1360 1260 2450 2392 134823 8945 5464 415 166 5049 249 3481 227 125878 51435 1975 is_linear=0 shrinkage=0.03 Tree=620 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 0 2 1 1 2 3 2 3 2 1 3 1 2 0 1 0 0 2 2 0 2 3 2 3 2 split_gain=2.7566 21.627 58.8923 28.0519 52.0891 38.0608 30.1136 21.0512 19.2652 18.1167 33.842 53.5553 37.0951 26.6553 25.2338 17.617 17.7903 16.7936 30.424 20.1013 16.763 46.6432 16.1539 15.8299 17.3306 15.5256 34.2562 23.883 19.7047 16.8707 threshold=8.545499801635744 21324.808593750004 12925.947753906252 8.5000000000000018 18300.850585937504 2.5000000000000004 14054.634277343752 -2.4999999999999996 3.5000000000000004 33836.650390625007 12.393000125885012 26691.365234375004 14.476500034332277 31594.402343750004 2.5000000000000004 14.476500034332277 -3.4999999999999996 35052.082031250007 5.5000000000000009 2.5000000000000004 4.5000000000000009 3.5000000000000004 1116.587829589844 14697.978027343752 6.5000000000000009 6964.4814453125009 12.393000125885012 8542.7006835937518 10.80550003051758 5446.7993164062509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 5 7 6 -4 -5 25 10 -3 14 -13 -14 15 16 -12 18 -11 -20 21 -15 -10 24 -7 29 27 28 -27 -2 right_child=1 9 3 4 -6 23 -8 -9 22 17 11 12 13 20 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.3278067388092472e-05 -8.2965408273013232e-05 0.0047143027992066298 -0.0085230731407833823 0.005678977978200825 0.0022695584792329511 0.0043769843117728944 0.012822180656561441 -0.0082631302709671329 0.022842875239180296 -0.017654151935810599 0.015640482095343994 0.0065159128573201181 -0.0042729417697961692 0.0075839272755977615 -0.021188691704348069 -0.00069761642241107809 -0.0094878790185476247 -3.8034821963428903e-06 -0.0037162567420400546 0.020297452970039598 0.0061894772361996428 -0.029033908214074842 -0.0091509406012385518 -0.010745209945568004 -0.011384905912199294 0.008659560461753632 -0.00037939146408490362 0.0034797518771857877 0.025534856043008678 -0.0042280689645442758 leaf_weight=279244.48660164315 11039.349831828848 2202.2719263359904 104.29744193702936 108.28004417568445 1162.7844894677401 144.34937408566475 138.44270953675732 976.1079411432147 14.93029175698757 137.2619067914784 26.776880893856287 1152.2169057354331 821.30983854271472 86.845120560377836 81.763265706598759 654.67491284292191 478.17928270995617 20266.697221829207 193.07618723809719 37.458983555436134 533.28575000911951 48.95549076795578 291.67010852694511 1133.4529042169452 111.10688625276089 176.07297638058662 1429.919996955432 473.61120180785656 96.353112459182739 960.59553360193968 leaf_count=1187918 51725 9382 1626 525 4927 675 1483 4095 73 630 147 5054 3808 523 363 3492 2045 108811 924 175 2486 213 1389 5073 469 743 6974 2032 407 4492 internal_value=-2.18639e-05 -0.000239538 -0.0010322 -0.0043152 -0.00214126 -0.00730924 0.00365083 -0.00687096 -0.000152924 0.000305146 0.00174347 5.89806e-05 0.00247344 -0.000651767 -0.0050808 -0.00394506 -0.00815537 -0.000119098 -0.00647216 0.00018566 0.00379326 -0.00561663 -0.00759296 -0.00922473 -0.00247841 7.99096e-06 0.00233949 0.00755073 0.0146281 -0.000414781 internal_weight=324327 45082.1 18361.3 3878.82 2247.17 1631.65 242.74 1084.39 14482.5 26720.8 6086.28 3884.01 2642.61 1490.4 1241.39 1159.63 504.956 20634.5 367.797 230.535 669.086 135.801 306.6 1388.91 255.456 14175.9 2175.96 746.037 272.426 11999.9 internal_count=1412679 224761 86708 18873 9547 9326 3109 4620 67835 138053 27513 18131 12084 7030 6047 5684 2192 110540 1729 1099 3222 736 1462 6217 1144 66373 10156 3182 1150 56217 is_linear=0 shrinkage=0.03 Tree=621 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 2 0 2 2 2 2 2 2 1 2 2 0 2 0 1 0 2 2 0 3 0 1 2 2 split_gain=2.59849 8.69927 11.2005 8.84674 8.21015 69.1236 10.941 10.0185 19.5384 6.23316 10.6932 10.4252 8.2457 23.9187 14.3623 10.2701 14.8845 18.6686 14.1175 12.319 12.0839 10.2448 9.39632 16.8164 9.31515 8.58004 8.63136 8.09973 10.0448 9.85561 threshold=80.500000000000014 31594.402343750004 24919.096679687504 -5.4999999999999991 39114.154296875007 84.500000000000014 33836.650390625007 82.500000000000014 33836.650390625007 279.21791076660162 540.01754760742199 444.35388183593756 1806.0396118164065 3232.175903320313 1.0000000180025095e-35 3673.2597656250005 8931.5649414062518 85.500000000000014 3618.2971191406255 88.500000000000014 12.500000000000002 84.500000000000014 3473.4255371093755 4337.8815917968759 89.500000000000014 8.545499801635744 94.500000000000014 3.5000000000000004 1682.390319824219 660.98522949218761 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 7 -7 -5 -9 -2 11 -11 27 21 22 18 -17 -18 19 -16 -19 -14 24 -24 -15 -20 -27 28 -12 -29 right_child=1 3 -4 4 -6 6 -8 8 -10 10 12 -13 13 14 15 16 17 20 25 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=-5.0258933713503475e-06 -0.0097227878215187385 0.021887832169093156 -0.0065343814767990175 0.033274836902259318 0.00023014511796616056 0.005158128397389038 -0.011065655018741209 -0.010723449487424559 0.027234620045506808 0.00095797095631732594 -0.0025342631367797916 0.01469674981772965 0.010264431099917317 -0.0028821586264725337 0.0044622736503467514 -0.0041925190666381468 0.0047684144863549974 -0.00067123135703229186 0.0045793362862698323 -0.018515584990331665 -0.013896520590941373 0.0022123102300203178 -0.010281809992703447 -0.0021755646492829508 0.021453878028020065 0.025395542159785824 0.0070687894451368829 -0.015169500323559263 -0.019496693708488243 0.0081577356480987216 leaf_weight=312959.22813398542 69.654456503689289 17.765257500112057 318.43896396830678 54.415769964456558 3219.5081358626485 53.772855423390865 122.9475337639451 17.845991179347038 38.608194023370743 139.25652372837067 2217.137833699584 77.301801845431328 238.53345677256584 29.417906239628792 52.733105435967445 635.61679021269083 737.13596551120281 862.0951342061162 131.07566368207335 34.894421711564064 67.011750429868698 352.15719476342201 279.41754691302776 1310.8524354398251 27.285293370485306 47.695728480815887 44.903185520321131 19.009178563952446 31.871618583798409 114.39195577055216 leaf_count=1363079 350 118 1375 230 14600 227 523 73 165 624 9670 348 991 120 228 2727 2980 3607 672 153 331 1532 1153 5401 134 224 212 100 141 591 internal_value=-2.12064e-05 -0.000466858 -0.00102352 0.000770939 0.000663971 0.00552055 -0.00612905 0.0240893 0.0152355 -0.000790144 -0.000706625 0.00586211 -0.000903288 -0.000193434 -0.000977858 0.000405014 -0.000286621 0.00120335 0.00551917 -0.00468781 -0.0016251 0.00546393 -0.00317198 -0.00359987 0.00882822 0.00951789 0.0165085 -0.00234862 -0.00277464 0.00483369 internal_weight=324322 11362.8 7837.89 3524.86 3507.1 287.59 176.72 110.87 56.4542 7519.45 7449.79 216.558 7233.24 4850.83 4260.13 2613.16 2301.86 1666.24 311.302 87.6275 929.107 590.691 1646.97 1590.27 56.7032 223.675 92.5989 2382.41 2249.01 133.401 internal_count=1412679 49600 33664 15936 15818 1218 750 468 238 32289 31939 972 30967 20465 17942 11134 9645 6918 1489 381 3938 2523 6808 6554 254 1108 436 10502 9811 691 is_linear=0 shrinkage=0.03 Tree=622 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 0 2 1 1 2 3 2 3 2 1 3 1 0 0 2 1 0 2 3 1 2 0 2 3 2 split_gain=2.55957 20.3459 55.3041 26.4611 48.9793 35.7677 28.3684 19.7791 18.2764 17.1753 31.9183 50.3977 35.0027 25.0076 23.8871 16.5581 16.7652 15.7869 44.0157 15.7211 28.8377 17.486 15.1134 15.0315 34.2257 14.8708 16.2987 14.652 32.2985 22.7583 threshold=8.545499801635744 21324.808593750004 12925.947753906252 8.5000000000000018 18300.850585937504 2.5000000000000004 14054.634277343752 -2.4999999999999996 3.5000000000000004 33836.650390625007 12.393000125885012 26691.365234375004 14.476500034332277 31594.402343750004 2.5000000000000004 14.476500034332277 -3.4999999999999996 4.5000000000000009 3.5000000000000004 35052.082031250007 2.5000000000000004 5.5000000000000009 1116.587829589844 17.333499908447269 -1.4999999999999998 14697.978027343752 6.5000000000000009 6964.4814453125009 12.393000125885012 9587.6123046875018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 5 7 6 -4 -5 27 10 -3 14 -13 23 15 16 -12 18 -15 20 21 -11 -10 24 -14 26 -7 -2 29 -29 right_child=1 9 3 4 -6 25 -8 -9 22 19 11 12 13 17 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.3290835840044762e-05 -0.00040113438561589288 0.0045855208554731949 -0.0082873363218212478 0.0055260746041548995 0.0022098778989414142 0.0042468022788752684 0.012447913417276408 -0.0080013865078658406 0.021890437990156237 -0.017755085540881097 0.01529435520461819 0.0063372589892577011 0.011228677144012994 0.0073632230195239323 -0.020640544894046702 -0.00067189332405285997 -0.0091880135258644875 0.006009343980145204 -0.028247845434681399 -3.3547590479997253e-06 0.016813438960231433 -0.0035763798081163969 -0.0089212947487710519 0.0003909283309641044 -0.011332501942483237 -0.010415144270970357 -0.011036980791972436 0.011993183936385194 -0.00036468340174263144 0.0014366691806344792 leaf_weight=279243.40503848263 12000.265356460586 2200.4812511950731 104.04825332202017 108.04023864865303 1162.3545048087835 144.31667918711901 138.33047428634018 976.57649835199118 15.070167422294615 131.55551477894187 26.570717949420214 1150.5083231702447 71.853274136781693 86.767731027677655 81.319801762700081 654.66955687943846 478.73233298957348 532.39618536829948 48.810197561979294 20266.53992251656 43.043820407241583 193.30961545184255 290.75409792736173 366.2373668756336 383.54199601709843 1134.2628481462598 111.16859982907772 416.71928249299526 1429.9479359155521 328.8326507806778 leaf_count=1187918 56217 9382 1626 525 4927 675 1483 4095 73 605 147 5054 391 523 363 3492 2045 2486 213 108811 200 924 1389 1794 1623 5073 469 1778 6974 1404 internal_value=-2.05705e-05 -0.000230335 -0.000999157 -0.00418041 -0.00206868 -0.00708765 0.00354669 -0.0066539 -0.000147014 0.000298035 0.00169911 6.2724e-05 0.00240672 -0.000629053 -0.00492275 -0.00382085 -0.00790064 0.00368197 -0.00545732 -0.000114924 -0.00626082 -0.00931811 -0.00740298 -0.00413384 -0.00777275 -0.00894233 -0.00240359 9.52452e-06 0.00227476 0.00733713 internal_weight=324320 45077 18360.7 3879.1 2246.97 1632.13 242.379 1084.62 14481.6 26716.3 6081.89 3881.41 2640.12 1489.61 1241.29 1159.97 505.303 667.974 135.578 20634.4 367.909 324.865 305.824 821.633 455.395 1389.75 255.485 14175.8 2175.5 745.552 internal_count=1412679 224761 86708 18873 9547 9326 3109 4620 67835 138053 27513 18131 12084 7030 6047 5684 2192 3222 736 110540 1729 1529 1462 3808 2014 6217 1144 66373 10156 3182 is_linear=0 shrinkage=0.03 Tree=623 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 2 0 2 1 2 0 2 2 2 2 1 2 2 2 1 0 0 1 2 1 2 2 2 0 split_gain=2.45092 8.16243 10.6727 8.45066 7.68943 65.5277 10.1579 9.55796 18.5135 6.22973 5.92307 19.574 13.7006 20.8469 11.5607 9.34086 9.25424 10.0725 8.89035 10.5056 10.38 9.15261 8.37732 8.2284 7.77289 22.2111 22.5082 26.7979 9.11121 9.22968 threshold=80.500000000000014 31594.402343750004 24919.096679687504 -5.4999999999999991 39114.154296875007 84.500000000000014 33836.650390625007 82.500000000000014 33836.650390625007 49.500000000000007 10057.160644531252 85.500000000000014 3673.2597656250005 1806.0396118164065 4337.8815917968759 24156.202148437504 4.5000000000000009 1682.390319824219 12925.947753906252 13196.084960937502 -3.4999999999999996 82.500000000000014 86.500000000000014 -2.4999999999999996 2799.732299804688 1.0000000180025095e-35 2902.4506835937505 3473.4255371093755 2661.5908203125005 84.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 10 -3 5 7 -7 -5 -9 -6 12 18 13 16 -14 23 17 -2 20 -20 21 -12 -16 -13 28 26 -26 -28 29 -15 right_child=1 3 -4 4 9 6 -8 8 -10 -11 11 15 14 24 22 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-4.2385036256097664e-06 -0.0019736574017465342 0.021527234237229721 -0.0063735773566761262 0.032503299941031141 6.9644432126268822e-05 0.0048961574801540571 -0.010736034085719352 -0.010390785384363799 0.026580235691290529 0.011572903579492269 0.010271480014976785 0.0075749983023625771 -0.010898858198727206 0.0093045677026054423 -0.0042820054160618232 0.013618482939240657 0.0067039123731834566 -0.018973926936177062 -0.018844846645199219 0.0013111260711286602 0.0066874698962231249 -0.021716154607417312 0.001036297508418327 -0.002667903990335326 -0.033639921463340106 0.0059022202994958315 0.010000102442068681 -0.0087883014056455051 0.017346112452023138 1.3301082139225868e-05 leaf_weight=312954.72859344713 2526.0348955243826 17.524349927902222 318.19810510799289 54.041245937347412 3176.3909249901772 53.783388629555702 122.90391489863396 17.86520092189312 38.3749148696661 42.943993546068668 12.617724955081938 74.821253940463066 178.98131610453129 185.0097187012434 937.77748255431652 34.980032593011856 109.94818898290396 31.761050373315811 27.255787193775177 159.27033892273903 619.22214125096798 22.240925073623657 372.4266615062952 1246.6549491435289 22.4745934009552 392.15095392614603 102.35832071304321 205.47116000950336 56.760899692773819 200.50563204288483 leaf_count=1363079 11111 118 1375 230 14197 227 523 73 165 403 56 328 766 769 3845 147 572 141 110 650 2514 95 1613 5222 94 1836 443 853 244 880 internal_value=-1.99517e-05 -0.000452803 -0.000992019 0.0007464 0.000642539 0.00534808 -0.00597762 0.0234935 0.014836 0.000223091 -0.000764267 0.000546196 -0.0013053 -0.000356434 -0.00374723 -0.00168292 -0.00181842 -0.00218476 0.00414324 -0.00163413 0.00579079 -0.0101376 -0.00277027 -0.00208796 0.00299215 0.00107463 -0.0046569 -0.00254085 0.00612442 0.0044722 internal_weight=324315 11360.8 7836.92 3523.83 3506.3 286.969 176.687 110.281 56.2401 3219.33 7518.72 2197.06 5321.66 3832.48 1489.19 1356.46 2667.74 2557.8 840.607 186.526 654.081 34.8587 1310.2 1321.48 1164.73 722.455 330.304 307.829 442.276 385.515 internal_count=1412679 49600 33664 15936 15818 1218 750 468 238 14600 32289 9122 23167 16943 6224 5697 11824 11252 3425 760 2665 151 5458 5550 5119 3226 1390 1296 1893 1649 is_linear=0 shrinkage=0.03 Tree=624 num_leaves=31 num_cat=0 split_feature=3 2 2 0 2 0 2 1 1 2 3 2 3 2 1 2 2 0 0 2 1 0 2 3 1 2 2 0 2 3 split_gain=2.38121 19.1097 51.9178 24.9787 46.0589 33.6159 26.7227 18.511 17.3154 16.2502 30.0505 47.4601 33.0249 23.4681 22.6435 15.9494 16.622 14.8677 41.5458 14.7138 27.1755 16.494 14.1555 14.149 32.1881 14.0078 13.9713 15.3292 13.7753 30.4054 threshold=8.545499801635744 21324.808593750004 12925.947753906252 8.5000000000000018 18300.850585937504 2.5000000000000004 14054.634277343752 -2.4999999999999996 3.5000000000000004 33836.650390625007 12.393000125885012 26691.365234375004 14.476500034332277 31594.402343750004 2.5000000000000004 23400.180664062504 24156.202148437504 4.5000000000000009 3.5000000000000004 35052.082031250007 2.5000000000000004 5.5000000000000009 1116.587829589844 17.333499908447269 -1.4999999999999998 15354.050781250002 14697.978027343752 6.5000000000000009 6964.4814453125009 12.393000125885012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 8 5 7 6 -4 -5 28 10 -3 14 -13 23 15 -12 -17 18 -15 20 21 -11 -10 24 -14 -8 27 -7 -2 -30 right_child=1 9 3 4 -6 26 25 -9 22 19 11 12 13 17 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=1.3306403936522546e-05 -0.00038704402388368297 0.0044557172603132689 -0.0080573096945736802 0.0053561967015948245 0.0021534388512638091 0.0041204682253577441 0.034409834282198862 -0.0077441135410253143 0.021005863021324105 -0.017205267150185131 0.00052029362284851497 0.0061634185417394514 0.010956946644241039 0.0071487951251594526 -0.020117359669072882 -0.015068000655918025 -0.0040430287477713506 0.0058343299296779493 -0.027489722700258106 -3.1570451439653122e-06 0.016398049971997345 -0.0034418343086490806 -0.0086932477791097171 0.00038912816917921293 -0.010972676745850032 0.0079987409076811063 -0.010095867746901247 -0.010700472221668145 0.0071218471646253591 -0.00035251332488597158 leaf_weight=279242.19566676376 12000.877399808727 2198.7406211569905 103.81020285189152 107.78507047146559 1161.9216599315405 144.28416436165571 21.380464846268296 976.99804844707251 15.201408907771109 131.68376479297876 475.33395775966346 1148.8287699893117 71.449823535978794 86.691922601312399 80.901075139641762 160.84699203446507 524.10133004374802 531.52550461888313 48.65376490354538 20266.412711438606 42.862987294793129 193.5322880782187 289.82441366091371 366.19320049509406 383.90495862066746 116.84428472677246 1135.0034680142999 111.2225249260664 745.04063755273819 1429.9734598165378 leaf_count=1187918 56217 9382 1626 525 4927 675 236 4095 73 605 2317 5054 391 523 363 772 2595 2486 213 108811 200 924 1389 1794 1623 1247 5073 469 3182 6974 internal_value=-1.93523e-05 -0.000221689 -0.000966778 -0.00404901 -0.00199694 -0.00687306 0.00344526 -0.00644245 -0.000141088 0.000290445 0.00165392 6.5535e-05 0.0023422 -0.000607179 -0.0047719 -0.00370193 -0.00663203 0.00357394 -0.00530298 -0.000111118 -0.00605547 -0.00901481 -0.00721315 -0.0040011 -0.00753169 0.012084 -0.00866909 -0.00233111 1.10831e-05 0.00220779 internal_weight=324314 45071.8 18360.2 3879.25 2246.7 1632.55 242.035 1084.78 14480.9 26711.7 6077.17 3878.43 2637.25 1488.42 1241.18 1160.28 684.948 666.871 135.346 20634.5 368.079 325.216 305.026 821.548 455.355 138.225 1390.51 255.507 14175.9 2175.01 internal_count=1412679 224761 86708 18873 9547 9326 3109 4620 67835 138053 27513 18131 12084 7030 6047 5684 3367 3222 736 110540 1729 1529 1462 3808 2014 1483 6217 1144 66373 10156 is_linear=0 shrinkage=0.03 Tree=625 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 2 2 2 2 1 2 2 2 2 2 2 1 2 2 1 1 2 1 1 2 2 0 2 3 0 split_gain=3.25737 7.31099 12.4022 26.9896 16.7415 27.795 33.2128 16.471 16.4854 14.9048 9.73786 43.6687 8.98155 23.8578 13.4357 9.19609 8.62236 7.97541 7.51973 5.75437 5.79784 6.31114 5.45655 4.57354 5.54164 4.57315 13.2036 18.5388 36.5697 24.2476 threshold=65.500000000000014 64.500000000000014 401.18936157226568 310.97680664062506 4165.5986328125009 3673.077514648438 3061.900268554688 394.01574707031256 361.94923400878912 14.500000000000002 2272.6494140625005 2134.5515136718755 1607.8663330078127 1320.400329589844 780.74472045898449 715.63015747070324 1.0000000180025095e-35 3346.970825195313 518.40026855468761 1.5000000000000002 -1.4999999999999998 259.04246520996099 1.5000000000000002 57.500000000000007 10798.300781250002 444.35388183593756 21.500000000000004 327.07788085937506 1.469500005245209 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 23 3 19 5 6 10 8 -5 -6 11 12 13 14 15 18 -15 -8 -4 20 21 -3 -12 25 -25 26 -1 -28 29 -29 right_child=-2 2 4 7 9 -7 17 -9 -10 -11 22 -13 -14 16 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 leaf_value=0.00211015774000316 -0.00026334845972577931 -0.014469598785291294 -0.01852464327881527 0.014372641375484406 0.0044768072169506104 -0.010377952056238688 0.023360385288758931 0.046985665268928861 -0.015845881281973173 -0.020602011709073737 -0.018551043026998552 0.048316287152080979 0.0093715187999405432 -0.042943523458288224 0.0057298023401894261 -0.032436742586144415 -0.014703748500268272 0.0056634646846259185 0.0092410320547529727 -0.0074117135905790114 0.004103888926787219 0.0093433646974509215 0.00017096658584476941 -0.0017902262995259856 -0.026521517702892163 9.78393746950784e-05 -2.3550116239519254e-05 -0.0091506064166913953 -0.00083242507769024793 0.0016509067557019534 leaf_weight=2134.3040557987988 33198.119018717669 33.265218332409859 17.678989797830582 190.13009397685528 654.10343979299068 274.99613255262375 63.938049152493477 12.698121100664137 17.766050830483437 22.047173336148262 47.202118679881096 15.694907009601591 40.801029413938522 17.040319114923477 99.508756160736084 15.56992846727371 22.684667527675629 35.725323259830475 17.437314689159393 66.794696792960167 255.78089374303818 14.332379490137098 19.924602195620537 22.472043141722679 12.798388853669165 232746.37863873073 43487.757855638862 823.78105644881725 9339.0230955556035 241.98712912201881 leaf_count=9936 141205 138 73 791 2703 1194 261 52 73 92 192 64 166 70 416 65 96 146 72 318 1066 59 81 92 53 1022292 185638 3633 39225 1027 internal_value=1.81793e-05 5.03229e-05 0.00187867 0.00550977 0.000306389 -0.00298758 0.00193085 0.0138162 0.0117903 0.00365906 -0.00286438 -0.000104962 -0.00339884 -0.00614233 -0.000673994 -0.0132461 -0.0268174 0.0170167 -0.00473735 0.000559769 0.00231485 -0.00729914 -0.012994 3.79457e-05 -0.0107643 3.92651e-05 -0.000204064 -0.000295714 -0.00143325 -0.00669808 internal_weight=323962 290764 1955.12 590.767 1364.35 688.202 413.206 220.594 207.896 676.151 313.543 246.416 230.721 189.92 150.195 50.6862 39.725 99.6634 35.1163 370.173 303.378 47.5976 67.1267 288809 35.2704 288773 56026.9 53892.5 10404.8 1065.77 internal_count=1411289 1270084 8188 2497 5691 2896 1702 916 864 2795 1295 1022 958 792 626 210 166 407 145 1581 1263 197 273 1261896 145 1261751 239459 229523 43885 4660 is_linear=0 shrinkage=0.03 Tree=626 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 1 2 0 2 0 0 2 1 3 0 0 1 2 0 2 0 2 0 0 1 2 0 1 2 2 split_gain=3.07982 7.39859 19.4423 19.5269 23.1513 20.4466 16.6198 13.9143 30.3052 16.6074 27.7028 15.6634 12.5059 11.9037 10.776 10.6669 10.0132 14.9091 14.1224 10.2925 11.2691 9.89738 13.048 9.81839 9.57931 11.3196 9.15356 8.97483 15.1051 14.9273 threshold=69.500000000000014 12925.947753906252 4911.6706542968759 76.500000000000014 7475.0764160156259 -7.4999999999999991 21324.808593750004 81.500000000000014 10057.160644531252 86.500000000000014 89.500000000000014 11031.315917968752 -10.499999999999998 2.9229999780654912 82.500000000000014 91.500000000000014 1.5000000000000002 5339.5974121093759 86.500000000000014 5808.2832031250009 86.500000000000014 8374.6435546875018 85.500000000000014 94.500000000000014 -3.4999999999999996 14993.919433593752 82.500000000000014 1.5000000000000002 415.59368896484381 563.99078369140636 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 5 14 -4 24 11 9 21 -11 -6 -8 -2 -5 -12 17 18 -16 -19 -21 26 -23 -17 25 -3 -9 28 -15 -30 right_child=1 6 3 4 7 -7 12 8 -10 10 15 -13 -14 27 16 23 -18 19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=4.5178474790810739e-05 -0.0019526266874685101 0.029289185252005991 -0.017060685798922382 -0.0058446318809496261 0.0048434421359621815 0.0040067606092417359 0.020619907859305259 -0.007540061742410651 0.0032464896304629925 0.02513288755680711 -0.020141355509176225 -0.022128345880484197 -0.00044961759838207629 0.0050843843418394864 0.0019387798100291831 0.009190385532118539 -0.010536594769757796 -0.010049294314437723 0.032387279249877075 0.015422987470610151 -0.0021759390148787298 -0.0044208369481666182 -0.027434400225298802 -0.020689126431515242 -0.0041166289992141227 -0.0009222182187882251 -0.02594720573753409 -0.0022204168659879435 -0.0033799748021682056 0.00070547046146530957 leaf_weight=297571.20202577091 4056.3533839471638 16.79127624630928 42.231947481632233 694.83484187722206 999.36838422715664 2271.0889078527689 25.446104183793068 47.736537799239159 863.36592751741409 38.400758996605873 29.518990159034729 19.761118561029434 7018.0508101955056 589.01110084354877 27.361045137047768 42.298333674669266 57.564478501677513 67.211941406130791 27.477066949009895 51.375092163681984 90.306910082697868 312.80668248236179 23.864207565784454 12.921296611428259 1605.8137994781137 33.292277678847313 49.554135620594025 1308.1876910738647 959.12209688127041 5005.9856691509485 leaf_count=1298638 17308 74 204 2820 4088 9329 191 196 3552 162 124 80 30461 2609 112 181 254 282 115 212 382 1280 100 65 6649 145 205 6176 4005 21290 internal_value=1.76337e-05 -0.000292993 5.93036e-05 0.00148893 6.09081e-05 0.00362215 -0.00100929 0.00164564 -0.000273438 -0.00572844 0.00399529 0.00432045 -0.0003735 -0.000632684 -0.00374382 -0.00558358 0.000799397 0.00327369 0.0171952 -0.000380947 0.00420558 -0.00848761 -0.0060521 0.00219863 -0.00371366 0.00920662 -0.0169156 4.83069e-05 0.000501139 4.85769e-05 internal_weight=323958 26387.1 17687.7 5769.05 3455.73 2313.32 8699.39 2439.6 1420.47 557.101 123.139 1019.13 7043.5 11918.7 1016.13 84.7386 321.297 263.732 54.8381 208.894 141.682 433.962 336.671 55.2196 1655.9 50.0836 97.2907 7862.31 6554.12 5965.11 internal_count=1411289 112651 75131 23743 14210 9533 37520 10033 5865 2313 532 4168 30652 51388 4177 370 1357 1103 227 876 594 1781 1380 246 6868 219 401 34080 27904 25295 is_linear=0 shrinkage=0.03 Tree=627 num_leaves=31 num_cat=0 split_feature=2 3 2 1 3 2 3 2 0 0 0 2 2 0 0 0 3 2 2 1 1 2 2 2 1 1 2 2 2 3 split_gain=2.94481 11.4785 24.9951 19.3333 17.2724 18.1037 25.6655 14.5266 23.7912 46.0247 60.8175 71.4631 23.2653 67.7954 20.0791 18.1763 13.9212 90.0574 13.8991 13.4365 12.0961 10.9464 10.6501 18.0124 9.88448 9.21397 8.62877 13.1413 8.48443 17.7247 threshold=225.45304870605472 1.247500002384186 200.29206085205081 1.0000000180025095e-35 1.7404999732971194 164.59277343750003 1.8989999890327456 192.42346954345706 41.500000000000007 43.500000000000007 42.500000000000007 195.44509887695315 211.06961059570315 39.500000000000007 55.500000000000007 62.500000000000007 1.2994999885559084 184.66258239746097 211.06961059570315 -5.4999999999999991 14.500000000000002 216.75743103027347 211.06961059570315 216.75743103027347 4.5000000000000009 1.0000000180025095e-35 184.66258239746097 170.13991546630862 239.406120300293 1.3535000085830691 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 20 19 7 -6 22 16 12 10 11 -10 -9 -14 -11 -16 17 -3 -12 -4 -1 24 -7 -24 -13 26 27 -8 29 -2 right_child=28 4 3 -5 5 6 25 8 9 14 18 21 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.8295140490737709e-05 0.0050795520630966887 -0.0011664314200492017 0.010715204715002376 0.0070975821489478053 -0.00088441213031304952 0.016544416848836913 -0.0013719710986112152 0.0013854041154090265 0.00076681254043712156 0.0070394932944133435 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214.96902726590633 291057.33339945774 2587.9966895878315 leaf_count=52580 3833 7890 496 3435 10025 687 381 8017 1483 798 600 426 4927 941 7333 55 16481 333 118 2555 617 46 66 79 147 3581 1632 949 1269835 10943 internal_value=1.71051e-05 -0.000269271 0.000355182 0.00394803 -0.000832257 0.000887821 0.00323256 -0.00141709 -0.00248093 -0.00467309 -0.0116475 -0.00642543 -0.000788398 -0.00374618 -0.00231101 -0.00333997 -0.000351438 -0.0024414 -0.0281248 0.000381354 -9.42283e-05 -0.0249385 0.0133506 -0.00172827 -0.0275183 0.00187999 0.00441134 0.00817318 4.56731e-05 0.0015115 internal_weight=323954 29385.3 13932.1 1548.95 15453.2 3920.98 1687.86 11532.2 5770.99 2514.38 636.125 483.038 3256.61 1379.54 1878.26 1692.06 5761.22 1914.97 153.087 726.374 12383.2 135.152 199.027 34.7878 123.845 1488.84 692.34 306.126 294569 3511.49 internal_count=1411289 126678 59683 6486 66995 17400 7375 49595 24891 11006 2820 2102 13885 5868 8186 7388 24704 8223 718 3051 53197 619 832 145 573 6543 2962 1330 1284611 14776 is_linear=0 shrinkage=0.03 Tree=628 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 2 2 2 2 1 0 2 2 2 2 2 0 1 2 0 1 2 2 1 2 2 2 2 2 1 split_gain=2.91006 6.895 21.0091 38.5698 35.8502 17.3874 27.5059 26.1575 20.5462 15.9374 15.866 14.6377 16.7837 34.5 18.6864 20.3109 17.8209 17.5075 14.1478 11.3373 14.5759 11.0871 13.7383 11.4457 10.4887 15.7462 25.0233 14.4314 41.6888 10.1796 threshold=65.500000000000014 62.500000000000007 3546.369506835938 3997.433227539063 305.33541870117193 337.55393981933599 1896.9642333984377 2225.1726074218755 2958.6174316406255 14.500000000000002 63.500000000000007 5118.9267578125009 12078.030273437502 16437.536132812504 21324.808593750004 24156.202148437504 64.500000000000014 1.0000000180025095e-35 45446.361328125007 64.500000000000014 2.5000000000000004 5561.5637207031259 10798.300781250002 -1.4999999999999998 1320.400329589844 525.85342407226574 684.96466064453136 401.18936157226568 394.01574707031256 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 4 -4 -3 10 24 -8 -9 11 -6 -5 21 -14 16 -16 -15 -18 -17 20 -12 -13 -23 -24 25 27 29 28 -7 -27 right_child=-2 2 3 9 5 6 7 8 -10 -11 19 12 13 14 15 18 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=2.5593482425615583e-05 -0.0002495258317124055 -0.0009889770957126915 -0.0060821448289343659 0.006078064910133343 0.028177387167079647 -0.007575104494759277 0.024694684350697292 -0.00077805277122277227 0.011065484962037618 -0.014813150623842974 -0.00030312018905534802 -0.031518989182506174 0.01251042224737149 -0.014261956447021964 0.014302376755562589 -0.0032810442430366007 0.018133666261023806 -0.0091152183900896442 0.0062664969959068412 0.013929982674514042 0.027620107819329217 -0.00076621673386871418 -0.039423922565638536 -0.0098348092009954112 -0.0064744934544295725 0.032506252509973986 0.0016623388394745961 -0.018713192718986742 0.048086922462702145 0.010288650129502383 leaf_weight=284660.94308810064 33194.081840636209 1308.3891817629337 866.05280862748623 541.78130933642387 43.6534333974123 82.359529390931129 79.617999985814095 220.82764257490635 327.10241165757179 53.063880875706673 139.38878750801086 14.070325657725332 228.92568140476942 145.71163915097713 102.31124553084373 420.49349366128445 38.107456415891647 47.889992535114288 209.16958546638489 190.25483980774879 19.134268656373024 249.56555843353271 14.048162803053854 72.420484736561775 167.92335698008537 34.995717450976372 368.72240881621838 54.379188865423203 14.197572246193884 39.519051164388657 leaf_count=1244492 141205 5644 3699 2223 181 339 323 900 1334 221 575 57 939 597 421 1764 161 192 956 791 86 1015 59 292 694 144 1537 226 58 164 internal_value=1.6588e-05 4.69689e-05 0.00104544 -0.0007413 0.00278196 0.00555056 0.00397584 0.00862702 0.00629228 0.00142259 0.0111269 0.0018359 0.000346106 0.00204151 -0.000445412 0.00190498 -0.00787036 0.00295939 -0.000109419 0.00899279 0.00306731 -0.00542918 -0.00433675 -0.014642 0.000145818 0.00201683 0.00486674 -0.00635217 0.000609334 0.0207231 internal_weight=323949 290755 6094.08 3003.61 3090.47 1782.08 1389.64 627.548 547.93 2137.56 392.431 2084.49 1542.71 1192.61 963.683 731.974 231.709 85.9974 629.663 348.778 158.523 350.105 336.034 86.4686 762.097 594.173 443.237 150.936 96.5571 74.5148 internal_count=1411289 1270084 25592 12596 12996 7352 5719 2557 2234 8897 1633 8676 6453 5030 4091 3141 950 353 2720 1452 661 1423 1366 351 3162 2468 1845 623 397 308 is_linear=0 shrinkage=0.03 Tree=629 num_leaves=31 num_cat=0 split_feature=2 3 2 1 3 2 3 2 0 0 0 2 2 0 0 0 2 3 2 1 1 2 2 2 1 1 1 2 2 2 split_gain=2.76681 10.7856 23.5116 18.1558 16.3028 17.0344 24.1662 13.6849 22.4193 43.4615 57.8773 67.4865 21.9027 64.0654 18.892 17.3679 13.3324 13.1107 85.6849 12.6994 11.4702 10.3578 10.0201 17.2329 9.28093 8.68177 8.16195 8.15401 12.4329 8.0119 threshold=225.45304870605472 1.247500002384186 200.29206085205081 1.0000000180025095e-35 1.7404999732971194 164.59277343750003 1.8989999890327456 192.42346954345706 41.500000000000007 43.500000000000007 42.500000000000007 195.44509887695315 211.06961059570315 39.500000000000007 55.500000000000007 62.500000000000007 211.06961059570315 1.2994999885559084 184.66258239746097 -5.4999999999999991 14.500000000000002 216.75743103027347 211.06961059570315 219.36421203613284 4.5000000000000009 1.0000000180025095e-35 -2.4999999999999996 184.66258239746097 170.13991546630862 239.406120300293 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 20 19 7 -6 22 17 12 10 11 -10 -9 -14 -11 -16 -12 18 -3 -4 -1 24 -7 -24 -13 27 -19 28 -8 -2 right_child=29 4 3 -5 5 6 25 8 9 14 16 21 13 -15 15 -17 -18 26 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.8514235918844016e-05 0.0014682205489628918 -0.001132318698423932 0.010442879018290968 0.0068773932837064957 -0.0008549756225395323 0.016051171617086645 -0.0013300127790573228 0.001342921326008146 0.00074299732004949094 0.0068229242437796303 -0.03173424320822326 -0.030541966929020632 -0.00087661765361096461 -0.018787868045352919 -0.0029883203115663322 -0.039636116366914685 -0.0090018840382792009 -0.0035625210052870654 -0.034916562152870485 -0.0011933903732366004 -0.011409016218738697 0.0032165367753847099 -0.018248194065624924 0.025244858315300683 -0.0087925656522854691 -0.00030954435547445182 0.0011196653450644732 0.0013878635269647631 0.01189729434884936 2.6595771442812763e-05 leaf_weight=12302.486136838794 3511.4119104295969 1843.9635273739696 97.506885975599289 823.33680361509323 2233.007203400135 164.31618727743626 91.176413595676422 1877.2772401943803 347.90558096766472 186.32298943400383 123.5112919062376 102.09793318808079 1166.2622694522142 212.47005352377892 1679.351456142962 11.719611868262289 28.595957443118095 370.82288500666618 70.134291253983974 628.49408152699471 80.084268070757389 11.308962285518644 21.519151955842972 13.245788455009459 21.350499600172043 796.402990847826 3475.5793930739164 386.10879500210285 214.20985439419746 291055.41872925125 leaf_count=52580 14776 7890 496 3435 10025 687 381 8017 1483 798 600 426 4927 941 7333 55 118 1637 333 2555 617 46 90 55 147 3581 14844 1632 949 1269835 internal_value=1.60915e-05 -0.000261519 0.000343756 0.00382784 -0.000807368 0.000863931 0.0031392 -0.00137564 -0.00240856 -0.00453783 -0.0113239 -0.00623857 -0.000765719 -0.00363684 -0.00224337 -0.0032423 -0.0274606 -0.000341356 -0.0023702 0.00036944 -9.21823e-05 -0.024263 0.0129554 -0.00167691 -0.0267804 0.00182579 0.000668266 0.00428509 0.00794814 4.37808e-05 internal_weight=323947 29380.6 13931.9 1549.34 15448.7 3919.99 1686.98 11528.7 5768.17 2512.16 634.77 482.663 3256.01 1378.73 1877.39 1691.07 152.107 5760.5 1914.1 726.001 12382.6 134.757 199.081 34.7649 123.448 1487.9 3846.4 691.495 305.386 294567 internal_count=1411289 126678 59683 6486 66995 17400 7375 49595 24891 11006 2820 2102 13885 5868 8186 7388 718 24704 8223 3051 53197 619 832 145 573 6543 16481 2962 1330 1284611 is_linear=0 shrinkage=0.03 Tree=630 num_leaves=31 num_cat=0 split_feature=2 3 3 2 2 3 1 3 1 3 3 0 3 1 3 2 3 3 0 1 0 1 2 0 0 0 1 0 1 0 split_gain=2.42981 7.38511 9.30752 10.0055 7.91657 8.78045 8.1236 8.14539 7.72762 8.23375 13.7914 7.18569 7.84777 6.074 8.64105 7.36646 5.79692 8.82267 5.78308 5.64001 4.61826 17.2657 4.55889 4.53152 4.37616 7.33772 5.8678 4.35434 7.93287 4.22523 threshold=164.59277343750003 2.279500007629395 1.247500002384186 113.878231048584 87.386707305908217 1.9854999780654909 1.0000000180025095e-35 1.6674999594688418 1.0000000180025095e-35 1.532000005245209 1.7404999732971194 34.500000000000007 1.3535000085830691 1.0000000180025095e-35 3.4465000629425053 65.776599884033217 1.532000005245209 1.469500005245209 65.500000000000014 -2.4999999999999996 40.500000000000007 1.5000000000000002 65.776599884033217 13.500000000000002 32.500000000000007 38.500000000000007 -6.4999999999999991 65.500000000000014 1.5000000000000002 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 -1 4 8 6 11 -8 29 20 22 -6 -13 14 -3 -16 17 -14 -9 24 21 -10 -11 -17 -5 -26 -27 -12 -29 -4 right_child=-2 13 3 19 5 -7 7 18 9 10 27 12 16 -15 15 23 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.00070723640271863912 3.0377433365096257e-06 -0.0021680706578603879 0.0018229268333810865 -0.015598651874407907 -0.012564161628670073 0.014360984970376363 -0.0097353189249136489 -0.00060671328607406021 0.0068172662023961959 0.01476655827637117 -0.0027681572304300434 -0.02113640258862504 -0.0032568876927040512 -0.0049380374830658132 -0.0088482232703821582 0.033412411239029806 0.0013525319958056581 0.026787564981710886 -0.016390187736877272 0.0044988793207951221 0.0030733949063903279 -0.034334543075178955 0.031427248769807285 0.010026813179110285 0.022578422238097359 -0.023453563986739059 0.0012374009644466534 -0.0027680265260439825 0.028152428916864765 -0.0040542428653536815 leaf_weight=8378.6359003633261 311780.88791369472 408.87884858250618 221.60968486964703 21.021950446069241 34.238310009241104 28.763703018426895 200.92688278853893 263.81152096390724 26.165929347276688 41.325458183884621 54.444405421614647 12.989549174904822 15.292994618415831 567.02755864709616 17.424920223653316 8.5918431691825372 333.03192630410194 20.707734704017639 22.689717724919319 866.42788641154766 375.2970527857542 14.131610497832297 23.012646213173866 56.481484152376652 10.885184258222578 11.433717951178549 35.739803224802017 16.232722625136379 13.829747200012205 218.77742478251457 leaf_count=36202 1358217 1695 1014 95 149 123 885 1143 106 168 227 57 66 2716 111 95 1464 92 106 3686 1604 60 95 325 51 58 153 67 56 947 internal_value=-1.32907e-05 -0.000426519 -0.00020134 0.00126901 3.4287e-05 -0.00195651 -0.00247588 -0.00510441 0.00188169 0.00420554 0.01026 0.000602052 0.00178206 -0.00282242 -0.000381081 0.00847562 0.00258876 0.0140248 -0.0018567 0.00379888 0.00203711 -0.00761392 0.0207258 0.0131145 -0.00387049 0.000376056 -0.00474709 0.00229209 0.0114564 -0.00109676 internal_weight=324101 12319.8 11261.4 2882.79 1937.28 932.452 903.689 487.428 1004.83 564.44 148.845 416.261 382.022 1058.4 491.377 82.4982 369.033 36.0007 286.501 945.509 415.595 40.2975 64.3381 65.0733 79.0807 58.0587 47.1735 84.5069 30.0625 440.387 internal_count=1411833 53616 48674 12472 8429 4085 3962 2134 4344 2383 613 1828 1679 4942 2226 531 1622 158 1249 4043 1770 166 263 420 357 262 211 350 123 1961 is_linear=0 shrinkage=0.03 Tree=631 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 1 0 2 2 0 2 1 0 2 0 2 0 0 0 0 1 2 1 1 2 0 0 2 0 split_gain=2.28655 7.00284 8.26675 4.91739 6.88765 7.74895 6.45658 13.0655 10.5551 6.95646 10.8624 6.06403 5.70516 4.8151 4.79384 6.78232 4.45992 6.31946 11.5506 4.2431 4.04637 10.5329 12.2812 7.19068 6.03211 5.64527 8.72298 15.7725 14.5638 5.37135 threshold=164.59277343750003 30.500000000000004 44.500000000000007 113.878231048584 87.386707305908217 -1.4999999999999998 1.0000000180025095e-35 37.500000000000007 157.04295349121097 149.77716064453128 40.500000000000007 157.04295349121097 1.5000000000000002 35.500000000000007 135.80005645751956 23.500000000000004 65.776599884033217 25.500000000000004 10.500000000000002 38.500000000000007 47.500000000000007 1.0000000180025095e-35 157.04295349121097 -4.4999999999999991 -1.4999999999999998 149.77716064453128 54.500000000000007 55.500000000000007 152.83950042724612 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 14 3 4 13 -6 8 11 -5 -9 -11 -8 -12 -3 16 -16 17 18 -1 -15 21 22 24 -24 -4 29 -27 -28 -29 -22 right_child=-2 2 20 6 5 -7 7 9 -10 10 12 -13 -14 19 15 -17 -18 -19 -20 -21 25 -23 23 -25 -26 26 27 28 -30 -31 leaf_value=0.0015979033541876637 2.9466053760909102e-06 -0.0050113543046902036 -0.0047391003384789493 0.0026932724156377144 0.005823612471988507 -0.00331135659089403 0.00051165683251454546 0.020587781280012787 -0.014844131159801129 0.02098492065212991 0.00398909795053814 0.022079717490701666 -0.022928220756160442 0.012031890159445913 0.005001272553136398 -0.0062842230580921806 0.0012857816193443646 0.0049356342492836471 -0.033614673630554211 0.0029219447614175827 -0.0040762680820828198 0.00071141718868343476 0.0052813231986273811 -0.0071934371613790625 0.0022864251995297819 0.0014062839244708026 -0.025284800426265273 -0.027206496908514829 0.003697153200414696 -0.00052113622031307524 leaf_weight=16.603621728718281 311780.86579572159 61.954997397959232 165.68608862161636 262.05476053804159 100.70983685553074 491.17649546265602 182.90962126851082 70.020423740148544 35.013789393007755 25.445181921124458 20.236866027116779 12.536362066864966 10.905861131846903 51.260593309998512 53.98333540558815 427.19365191459656 269.13178975880146 20.576655775308609 16.935678541660309 449.60936354845762 414.81401167064905 878.71055864542723 44.625501483678818 610.57935285568237 327.20291067659855 2251.6973160877824 30.793235957622528 16.145588025450706 91.527350880205631 4907.7381750643253 leaf_count=143 1358217 264 711 1112 489 2094 780 284 145 104 87 51 57 221 263 1855 1290 88 100 1944 1816 4043 203 2449 1342 9707 140 75 397 21362 internal_value=-1.28919e-05 -0.000413787 -0.000224713 0.00165894 0.000502335 -0.00175704 0.00381609 0.00675846 0.000626238 0.0142661 0.00644378 0.00189508 -0.00543707 0.00287837 -0.00311993 -0.0050181 -0.000294365 -0.00815282 -0.0161827 0.00385428 -0.000567777 -0.00176062 -0.00365263 -0.00634379 -7.52259e-05 -0.000254313 0.00095686 -0.00635155 -0.000936858 -0.000798206 internal_weight=324099 12317.8 11513.4 1773.83 1154.71 591.886 619.123 322.054 297.069 126.608 56.5879 195.446 31.1427 562.825 804.425 481.177 323.248 54.116 33.5393 500.87 9739.52 2026.8 1148.09 655.205 492.889 7712.72 2390.16 138.466 107.673 5322.55 internal_count=1411833 53616 49877 7632 5012 2583 2620 1363 1257 532 248 831 144 2429 3739 2118 1621 331 243 2165 42245 8748 4705 2652 2053 33497 10319 612 472 23178 is_linear=0 shrinkage=0.03 Tree=632 num_leaves=31 num_cat=0 split_feature=2 0 0 2 2 1 1 0 2 2 0 2 0 0 0 1 2 0 2 0 0 1 1 0 1 2 2 0 0 2 split_gain=2.15188 6.59445 7.78009 4.62628 6.48333 7.2999 6.07242 12.301 9.92224 6.53251 10.2062 5.69131 5.1032 4.53911 6.98554 6.74722 4.51417 6.38669 4.20877 5.98142 11.0253 3.92399 7.16512 3.80638 9.91063 11.8532 5.31144 8.22222 14.9942 13.7949 threshold=164.59277343750003 30.500000000000004 44.500000000000007 113.878231048584 87.386707305908217 -1.4999999999999998 1.0000000180025095e-35 37.500000000000007 157.04295349121097 149.77716064453128 40.500000000000007 157.04295349121097 43.500000000000007 36.500000000000007 38.500000000000007 1.0000000180025095e-35 135.80005645751956 23.500000000000004 65.776599884033217 25.500000000000004 10.500000000000002 2.5000000000000004 1.5000000000000002 47.500000000000007 1.0000000180025095e-35 87.386707305908217 149.77716064453128 54.500000000000007 55.500000000000007 152.83950042724612 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 16 3 4 13 -6 8 11 -5 21 -11 -8 -12 -3 15 -15 18 -18 19 20 -1 22 -9 24 25 -4 -25 -28 -29 -30 right_child=-2 2 23 6 5 -7 7 9 -10 10 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 26 -26 -27 27 28 29 -31 leaf_value=0.0015496889412150857 2.858208310877756e-06 -0.0039987675665323638 0.0041249498276782525 0.0026140458462668289 0.0056625555433471664 -0.0032126884392509572 0.00049624759508341842 0.022644230284689801 -0.014380858476651019 0.020328520361742538 -0.014522876863277055 0.021369313823581634 0.010729040799486837 0.0021278887655201677 0.0028352551845971172 0.028021379450930684 0.0048515177991573077 -0.0061006415488288161 0.0012471803677957874 0.0047861247370964777 -0.032936073664193377 0.033848123389496151 -0.0020720937502159832 -0.00077432419099979612 0.00068992370758970965 -0.0047547394678931062 0.0013638535452172064 -0.024724612477998811 -0.026582951726769367 0.0035844841630313777 leaf_weight=16.606549374759197 311780.84406963224 76.516231201589108 156.67603127658367 261.8995605930686 100.47072903811932 491.07524856925011 182.93137344717979 41.339330792427063 35.056816041469574 25.478266015648842 19.700024239718914 12.564090892672537 11.353937581181528 16.366713047027588 449.45811343938112 20.279152825474739 53.980226028710604 426.8526303768158 269.13761756196618 20.582753747701645 16.768627695739269 14.523346662521361 14.175732061266897 5322.128037802875 878.90003000944853 991.43477913737297 2252.0896764546633 30.549907639622688 16.030338607728481 91.571465574204922 leaf_count=143 1358217 328 686 1112 489 2094 780 166 145 104 94 51 50 75 1944 82 263 1855 1290 88 100 61 57 23178 4043 4019 9707 140 75 397 internal_value=-1.25061e-05 -0.000401438 -0.000218 0.00160975 0.000487524 -0.00170528 0.00370213 0.00655526 0.000607734 0.0138418 0.00625575 0.00183772 -0.00529028 0.00279306 0.00386215 0.0164569 -0.00302834 -0.00487111 -0.000285931 -0.00793296 -0.0157769 0.0199649 0.0163329 -0.000550766 -0.00170762 -0.00354298 -0.000246716 0.00092806 -0.00617605 -0.00090981 internal_weight=324097 12316.5 11512.6 1773.19 1154.17 591.546 619.022 322.066 296.956 126.571 56.5322 195.495 31.054 562.62 486.104 36.6459 803.928 480.833 323.096 53.9579 33.3752 70.0384 55.5151 9739.38 2027.01 1148.11 7712.37 2390.24 138.152 107.602 internal_count=1411833 53616 49877 7632 5012 2583 2620 1363 1257 532 248 831 144 2429 2101 157 3739 2118 1621 331 243 284 223 42245 8748 4705 33497 10319 612 472 is_linear=0 shrinkage=0.03 Tree=633 num_leaves=31 num_cat=0 split_feature=2 3 3 2 2 3 1 3 1 3 3 0 3 1 3 2 0 3 3 1 0 0 1 0 0 1 2 0 2 0 split_gain=2.02515 6.23105 8.06321 8.74192 6.83389 8.26217 7.27415 7.72043 7.22228 7.67059 12.1955 6.76701 7.36373 5.80583 7.92461 6.57543 5.56857 5.49947 8.39559 5.13417 4.50091 4.43867 16.3584 4.20813 5.55971 4.6811 4.0962 4.0733 6.62472 4.04354 threshold=164.59277343750003 2.279500007629395 1.247500002384186 113.878231048584 87.386707305908217 1.9854999780654909 1.0000000180025095e-35 1.6674999594688418 1.0000000180025095e-35 1.532000005245209 1.7404999732971194 34.500000000000007 1.3535000085830691 1.0000000180025095e-35 3.4465000629425053 65.776599884033217 65.500000000000014 1.532000005245209 1.469500005245209 -2.4999999999999996 13.500000000000002 40.500000000000007 1.5000000000000002 32.500000000000007 39.500000000000007 -5.4999999999999991 65.776599884033217 77.500000000000014 142.59513854980472 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 8 6 11 -8 -4 21 26 -6 -13 14 -3 -16 -9 18 -14 23 -17 22 -10 -5 -25 -26 -11 28 -22 -12 right_child=-2 13 3 19 5 -7 7 16 9 10 29 12 17 -15 15 20 -18 -19 -20 -21 27 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.00065361380361447807 2.7724850425497658e-06 -0.0019130366654568672 -0.0011345069724779532 -0.015240204594245845 -0.012169212515519588 0.014012441955649059 -0.009335264540382757 -0.00042941991598821323 0.0064309433774239026 0.013996357216819983 -0.0025565331805877524 -0.020409735311295012 -0.0031395200118885481 -0.0046672953893541194 -0.007981231104493846 0.033291715288910659 -0.015964588844781347 0.0013161526706417222 0.026214010602788961 0.0042186807938205959 -0.0054981094372945089 0.0029137545445317159 -0.033701280087560417 0.018090706027677775 -0.018162186148415169 0.0022882544989318208 0.029750739253346439 0.022387621893911899 0.019418664766261626 0.011156617139428742 leaf_weight=8377.9756849557161 311780.82311510679 409.18106004595757 440.02550330013037 21.089826390147209 34.338595256209373 28.746569439768791 200.19924535602331 263.4535818696022 26.201843723654747 41.425893902778625 54.363193988800049 13.052761033177374 15.301162615418432 564.81568188965321 17.534932076931 8.347492001950739 22.542961582541466 332.78754572570324 20.543352365493774 866.42150334268808 23.846054382622242 375.54348009824753 14.03882874548435 12.543317779898642 15.040866419672961 30.502986028790477 23.155669763684273 16.161043107509613 16.078783884644508 30.04898926615715 leaf_count=36202 1358217 1695 1961 95 149 123 885 1143 106 168 227 57 66 2716 111 95 106 1464 92 3686 142 1604 60 59 73 130 95 94 89 123 internal_value=-1.21318e-05 -0.000389456 -0.000182801 0.00118615 3.12342e-05 -0.0018206 -0.00232507 -0.00481685 0.00174699 0.003992 0.00983245 0.000587004 0.00173463 -0.00259295 -0.00020747 0.00830662 -0.00165394 0.00251873 0.0136837 0.00355043 0.0127392 0.0018991 -0.00757005 -0.00376211 0.000405271 -0.00446551 0.0196451 0.00968029 0.00453653 0.00232506 internal_weight=324096 12315.3 11259.3 2881.37 1935.77 930.966 902.219 486.196 1004.8 564.778 148.994 416.023 381.685 1055.97 491.149 81.9683 285.997 368.632 35.8445 945.598 64.4334 415.784 40.2407 79.177 58.0872 45.5439 64.5816 56.0859 39.9248 84.4122 internal_count=1411833 53616 48674 12472 8429 4085 3962 2134 4344 2383 613 1828 1679 4942 2226 531 1249 1622 158 4043 420 1770 166 357 262 203 263 325 231 350 is_linear=0 shrinkage=0.03 Tree=634 num_leaves=31 num_cat=0 split_feature=2 0 0 2 0 2 2 1 1 0 2 2 0 2 0 0 2 0 0 1 1 2 0 0 1 1 0 0 1 2 split_gain=1.90568 5.87148 7.0611 4.28422 5.82239 4.00475 5.86772 6.76893 5.62414 11.5783 9.40276 6.14343 9.59064 5.3418 4.81129 4.20177 3.91479 5.63094 10.5574 3.80727 5.44845 3.77331 3.6594 3.63504 3.62271 6.75698 3.58487 3.53552 9.32469 11.2371 threshold=164.59277343750003 30.500000000000004 44.500000000000007 135.80005645751956 23.500000000000004 113.878231048584 87.386707305908217 -1.4999999999999998 1.0000000180025095e-35 37.500000000000007 157.04295349121097 149.77716064453128 40.500000000000007 157.04295349121097 43.500000000000007 35.500000000000007 65.776599884033217 25.500000000000004 10.500000000000002 -3.4999999999999996 -6.4999999999999991 135.80005645751956 41.500000000000007 33.500000000000007 2.5000000000000004 1.5000000000000002 38.500000000000007 47.500000000000007 1.0000000180025095e-35 157.04295349121097 decision_type=2 2 2 2 2 2 2 2 2 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 16 -5 6 15 19 10 13 -7 24 -13 21 -14 -3 17 18 -1 20 -8 -10 -12 -9 25 -11 -17 28 29 -4 right_child=-2 2 27 4 -6 8 7 23 9 11 22 12 14 -15 -16 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00168213781927058 2.689288560227847e-06 -0.0046849776342166782 4.6963166020747753e-06 0.0046459854219625812 -0.0058293892813086967 0.0024584129882746701 0.012721103825280723 0.013553220367760325 0.0020815988024053748 0.021869638111286848 -0.0052726586290438139 0.019567079305700279 -0.014265532105931879 0.020554217639457913 0.010238519699896906 0.011111548126082851 0.0012928873060832533 0.0047563062872849398 -0.032152993432804741 0.0089571858972308481 -0.015478946475058531 -0.01038173014278417 -0.024739881865255907 -0.0034483755492235092 0.032528697334736248 -0.0021364138373494357 0.0027393937404613256 -0.00022877072612421348 0.00068882716355580403 -0.0059913382144460145 leaf_weight=16.617692083120346 311780.8027633169 61.955260910093784 492.93462216854095 53.779086459428072 426.20272214710712 261.63065553456545 10.152186989784241 11.591922938823698 157.75122886896133 41.281201884150505 19.204107955098152 25.510227307677269 19.629281394183636 12.592555463314055 11.399607568979265 51.283053860068321 268.82864692434669 20.577768176794052 16.581298835575581 74.361054122447968 15.704965516924858 25.379671439528465 15.873964473605154 479.09702976047993 14.601168423891066 14.17625245451927 449.36896736174822 7711.2225857079029 878.90970015525818 655.19283972680569 leaf_count=143 1358217 264 2053 263 1855 1112 57 49 673 166 81 104 94 51 50 221 1290 88 100 354 78 107 64 2045 61 57 1944 33497 4043 2652 internal_value=-1.17676e-05 -0.000377823 -0.000204842 -0.00285874 -0.00465569 0.00153675 0.000492141 -0.00159565 0.0034833 0.00622686 0.000502916 0.0132967 0.0059402 0.00165397 -0.00526306 0.00268495 -0.000185198 -0.00757411 -0.0152169 0.00550914 -0.00440688 0.000354336 -0.0140822 -0.00304673 0.0192335 0.0157331 0.00359697 -0.000521844 -0.00163675 -0.00341701 internal_weight=324094 12313.4 11510.8 802.587 479.982 1772.54 1153.51 590.907 619.03 322.321 296.709 126.598 56.5391 195.723 31.0289 562.607 322.605 53.7768 33.199 100.218 25.8572 183.131 35.0781 490.689 70.0586 55.4575 500.652 9738.26 2027.04 1148.13 internal_count=1411833 53616 49877 3739 2118 7632 5012 2583 2620 1363 1257 532 248 831 144 2429 1621 331 243 489 135 780 145 2094 284 223 2165 42245 8748 4705 is_linear=0 shrinkage=0.03 Tree=635 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 0 1 0 2 2 2 2 2 2 2 2 0 2 2 1 2 2 2 0 2 1 1 1 0 1 split_gain=2.56831 2.80347 6.48083 2.79353 4.51479 2.22445 5.82081 4.13875 11.2076 11.2285 8.32241 18.2435 8.78465 12.8008 17.0216 9.59246 13.4239 8.58178 7.10721 7.57998 6.90495 11.0653 5.78836 8.66837 9.3377 5.55068 9.78115 4.69485 3.67447 3.42391 threshold=82.000000000000014 75.500000000000014 13771.215820312502 71.500000000000014 77.500000000000014 94.500000000000014 22.500000000000004 92.500000000000014 4911.6706542968759 1896.9642333984377 8173.5148925781259 10270.009765625002 12078.030273437502 20021.907226562504 26691.365234375004 29513.294921875004 93.500000000000014 14054.634277343752 2848.0100097656255 1.0000000180025095e-35 89063.015625000015 71819.058593750015 31594.402343750004 93.500000000000014 33836.650390625007 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 93.500000000000014 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 3 -3 5 -5 7 -7 -1 9 -9 -10 -12 -13 17 -15 16 -16 -14 29 -20 21 22 -17 -24 -25 27 -27 -22 -29 -11 right_child=-2 2 -4 4 -6 6 -8 8 10 18 11 12 13 14 15 20 -18 -19 19 -21 25 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=4.923621607570989e-06 -0.0094685369939816518 -0.0051574731860127652 0.025335029645181958 -0.020833283272580178 0.0038066179508234035 -0.0010504929161459921 -0.015215833806299674 -0.0024543617953334596 -0.01495705279725828 0.027638882249938632 0.03063577252733685 -0.019790439916147574 -0.0032025077615219465 -0.018290815958915026 0.030993070498117267 -0.012165241294368877 -0.006331985637900976 0.027085141356075676 -0.0063983070132882184 0.017617621459298571 0.00063377108963012579 -0.022645154370840883 0.016246923818246908 0.017668315882735732 -0.011096830161309638 -0.010138174059608072 0.011163956876084192 0.014799005278486462 0.0041070783780626187 0.013969069227722864 leaf_weight=321886.36124966026 25.751426617614925 12.592254102230074 12.500759728252886 14.738463416695597 12.259918123483656 900.14093117043376 26.887765284627676 51.709278091788292 30.390288516879082 32.871720090508461 18.293149366974831 19.110779225826263 12.318549603223799 43.585065811872482 21.783962815999985 32.157196313142776 14.407611593604086 26.60077591240406 23.785622626543045 23.527853295207024 109.0230678319931 27.07710175216198 28.500444233417511 13.408429697155951 41.879583135247231 63.768524140119553 27.881156742572784 56.330581963062286 59.468278959393501 33.091971218585968 leaf_count=1401784 305 60 86 62 58 4208 130 231 132 149 79 85 54 199 92 137 71 117 102 108 565 111 117 55 176 259 114 243 248 142 internal_value=5.31941e-06 6.07314e-06 0.0100332 5.29573e-06 -0.00964435 6.10075e-06 -0.00146135 1.03164e-05 0.00215078 0.00912927 0.000368447 0.00112503 0.000221221 0.000882661 -0.000316519 0.00126394 0.0161342 0.0174986 0.014417 0.00554424 9.26972e-05 -0.00537779 -0.0013453 0.00280729 -0.00412072 0.00256497 -0.00365776 0.0051017 0.00930819 0.0207812 internal_weight=323702 323676 25.093 323651 26.9984 323624 927.029 322697 810.971 164.986 645.985 615.594 597.301 578.19 539.271 495.686 36.1916 38.9193 113.277 47.3135 459.494 143.023 115.946 83.7885 55.288 316.472 91.6497 224.822 115.799 65.9637 internal_count=1410279 1409974 146 1409828 120 1409708 4338 1405370 3586 732 2854 2722 2643 2558 2387 2188 163 171 501 210 2025 596 485 348 231 1429 373 1056 491 291 is_linear=0 shrinkage=0.03 Tree=636 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 0 1 0 2 2 2 2 2 2 2 2 0 2 2 1 2 2 2 2 2 1 1 1 0 1 split_gain=2.42738 2.6554 6.17476 2.63178 4.25784 2.09329 5.49111 3.89692 10.5452 10.567 7.84866 17.2227 8.28974 12.006 16.0863 9.00793 12.5606 8.0193 6.76737 7.08982 6.50211 10.3937 5.45635 8.1762 6.4388 5.22875 9.20121 4.43452 3.48582 3.36279 threshold=82.000000000000014 75.500000000000014 13771.215820312502 71.500000000000014 77.500000000000014 94.500000000000014 22.500000000000004 92.500000000000014 4911.6706542968759 1896.9642333984377 8173.5148925781259 10270.009765625002 12078.030273437502 20021.907226562504 26691.365234375004 29513.294921875004 93.500000000000014 14054.634277343752 2848.0100097656255 1.0000000180025095e-35 89063.015625000015 71819.058593750015 31594.402343750004 35052.082031250007 37758.167968750007 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 93.500000000000014 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 3 -3 5 -5 7 -7 -1 9 -9 -10 -12 -13 17 -15 16 -16 -14 29 -20 21 22 -17 -24 -25 27 -27 -22 -29 -11 right_child=-2 2 -4 4 -6 6 -8 8 10 18 11 12 13 14 15 20 -18 -19 19 -21 25 -23 23 24 -26 26 -28 28 -30 -31 leaf_value=4.7759216242572058e-06 -0.0092251988301634176 -0.0050115964328286524 0.024846051145838283 -0.02024744692692132 0.0036937922917722756 -0.0010190438287091691 -0.014791841777194743 -0.0023808876733842788 -0.01454377701540752 0.027068436782493748 0.029811122949409685 -0.019254905090314408 -0.0031076673505031492 -0.017822594857402667 0.029943770305344099 -0.011823554191058403 -0.0061542994587779733 0.026153883865836575 -0.0061961275090987918 0.016986330254030738 0.00061494523819355916 -0.021943488599871226 0.013062084282485155 -0.016317925625584775 0.0061884917404274918 -0.0098225587201069067 0.010845683198948955 0.014413943002336419 0.0039872098551827825 0.013500947267011624 leaf_weight=321886.32975208294 25.639489530585706 12.570361644029619 12.366430208086966 14.710382595658304 12.255431622266768 900.08380097150803 26.829612035304308 51.705927401781082 30.317362353205681 32.562251701951027 18.236070692539215 19.053906008601189 12.313728302717207 43.391168311238289 21.869551062583923 32.094866409897804 14.379316180944441 26.719642639160156 23.824292615056038 23.66800320148468 108.99045288562775 27.104196280241013 37.786154896020889 24.426110565662384 21.518773809075356 63.841848954558372 27.839013233780861 56.103851914405823 59.419146329164505 33.210351839661598 leaf_count=1401784 305 60 86 62 58 4208 130 231 132 149 79 85 54 199 92 137 71 117 102 108 565 111 156 104 88 259 114 243 248 142 internal_value=5.15981e-06 5.89098e-06 0.00979514 5.13673e-06 -0.00936663 5.91763e-06 -0.0014177 1.00068e-05 0.00208775 0.00885665 0.00035757 0.00109205 0.000214574 0.000856614 -0.00030738 0.00122683 0.0156243 0.0169228 0.0139866 0.00535696 9.01183e-05 -0.00521993 -0.00130648 0.00272481 -0.00577681 0.00249043 -0.00354662 0.00495568 0.00905096 0.0202178 internal_weight=323701 323676 24.9368 323651 26.9658 323624 926.913 322697 810.376 164.971 645.405 615.088 596.852 577.798 538.764 495.373 36.2489 39.0334 113.265 47.4923 459.124 142.93 115.826 83.731 45.9449 316.194 91.6809 224.513 115.523 65.7726 internal_count=1410279 1409974 146 1409828 120 1409708 4338 1405370 3586 732 2854 2722 2643 2558 2387 2188 163 171 501 210 2025 596 485 348 192 1429 373 1056 491 291 is_linear=0 shrinkage=0.03 Tree=637 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 0 1 2 2 2 1 0 2 2 2 2 2 2 2 1 2 2 2 1 2 1 1 2 2 1 split_gain=2.29396 2.51492 5.88252 2.47957 4.01617 2.06284 10.8158 7.88421 14.4386 20.1328 8.88116 6.94524 6.61263 18.8528 7.55236 5.44176 6.11709 3.70566 8.41657 12.1572 4.07785 6.62906 9.31446 5.45867 3.21376 6.69392 3.75017 2.88112 7.07896 4.55334 threshold=82.000000000000014 75.500000000000014 13771.215820312502 71.500000000000014 77.500000000000014 1.5000000000000002 -5.4999999999999991 16079.829101562502 17792.297851562504 16861.583007812504 -3.4999999999999996 1.0000000180025095e-35 28435.229492187504 31594.402343750004 24919.096679687504 15706.645507812502 14054.634277343752 11031.315917968752 4432.1855468750009 1.0000000180025095e-35 11541.221191406252 13515.104003906252 13196.084960937502 -1.4999999999999998 21324.808593750004 -1.0000000180025095e-35 1.0000000180025095e-35 89063.015625000015 79002.019531250015 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 -1 10 9 -9 -8 -12 14 -14 24 16 17 18 19 -13 -19 22 -22 -23 26 -26 -10 28 29 -15 right_child=-2 2 -4 4 -6 -7 7 8 12 -11 11 15 13 27 -16 -17 -18 20 -20 -21 21 23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.028224709282320706 -0.0089872150468176589 -0.00486965236700384 0.024364104854118603 -0.019680627702308304 0.0035842872791642037 2.3268024530097737e-06 -0.064574071834973545 0.001063830095276101 0.016939492808308945 0.052400527688457627 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15.944585401564835 60.976286172866821 leaf_count=1747 305 60 86 62 58 1387508 51 242 97 180 3811 396 114 977 354 94 151 119 315 80 79 56 64 1398 136 51 95 10726 188 679 internal_value=5.00504e-06 5.71433e-06 0.00956188 4.98255e-06 -0.00909752 5.74005e-06 0.00168648 0.00112723 0.00322538 0.0241919 -0.00413772 -0.00341517 0.00187599 0.00317044 -0.00877813 -0.00444804 -0.00351159 -0.00461798 0.00171234 -0.0041379 -0.00783209 -0.00615495 0.0183307 -0.00858292 0.00301903 0.0154082 -0.00675489 0.00166673 -0.00166492 0.00070675 internal_weight=323700 323675 24.7837 323650 26.9315 323623 655.883 642.347 459.307 27.7732 183.04 180.877 431.534 384.783 46.7502 175.461 170.116 163.916 55.1991 44.1803 108.717 100.355 9.05339 91.3017 23.886 10.5337 13.3523 366.015 142.596 126.651 internal_count=1410279 1409974 146 1409828 120 1409708 22200 20453 13839 422 6614 6563 13417 12684 733 2752 2658 2507 791 476 1716 1597 143 1454 379 187 192 12570 1844 1656 is_linear=0 shrinkage=0.03 Tree=638 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 0 1 0 2 2 2 2 1 2 2 2 2 2 2 1 1 2 2 2 2 3 2 2 1 0 split_gain=2.16765 2.38165 5.60349 2.33631 3.78877 1.96957 5.18022 3.73373 13.927 9.39825 5.04046 12.4946 7.64956 9.04022 3.59874 7.7631 3.1157 10.9017 10.6253 2.81918 6.03886 2.74596 2.63693 2.42524 3.7803 5.87791 3.60525 3.02588 5.29076 1.94431 threshold=82.000000000000014 75.500000000000014 13771.215820312502 71.500000000000014 77.500000000000014 94.500000000000014 22.500000000000004 93.500000000000014 2848.0100097656255 1607.8663330078127 99992.636718750015 83842.167968750015 1.0000000180025095e-35 7128.9062500000009 8374.6435546875018 25796.883789062504 28435.229492187504 20021.907226562504 33836.650390625007 1.5000000000000002 7.5000000000000009 36319.728515625007 12367.713378906252 1748.5217285156252 4165.5986328125009 21.500000000000004 4611.3833007812509 2661.5908203125005 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 7 23 29 9 -9 11 12 14 -14 -10 -16 17 22 -18 -12 -21 -20 -15 -7 25 27 -26 -25 -29 -1 right_child=-2 2 -4 4 -6 6 -8 8 10 -11 19 -13 13 16 15 -17 18 -19 21 20 -22 -23 -24 24 26 -27 -28 28 -30 -31 leaf_value=0.0016388469760274895 -0.0087545086980760512 -0.0047315441088672579 0.023889059335413985 -0.019131883591189062 0.0034780051178902151 -0.013743982239160147 -0.014380057540044273 -0.0044806214752919045 -0.01948807833248805 0.023615934917951425 0.0071862295280661461 -0.028612514849927172 0.025354628333181493 -0.0047008549411388543 0.012682474689825758 -0.01457614676833748 0.025253602153928571 -0.026000312149764997 -0.015280998287731492 -0.0082469819762293686 0.014369702622727618 0.0030840359838828122 0.013659457971836831 -0.01361796930093215 -0.012684608319574964 0.0077528357739800637 -0.0013240212244457455 0.014394122760081588 -0.0074205962505000979 2.6240105609860691e-06 leaf_weight=654.94595279521309 25.424545607063919 12.52815291285515 12.105661459267138 14.648989275097849 12.24669963121414 13.218570888042448 26.770991507917643 14.275879010558127 19.794541761279106 42.953953266143799 109.76380780339241 15.456907317042349 15.787006124854086 12.387048259377481 15.545706018805502 23.797221541404724 16.770569205284119 14.750275067985056 12.514211952686312 35.048780739307404 15.247685149312018 17.679152339696884 16.309724375605583 19.796063706278801 26.082958847284317 101.90376436710358 695.86941162869334 15.764343813061712 27.393069423735142 321642.04322745092 leaf_count=22200 305 60 86 62 58 59 130 63 84 189 513 66 72 55 66 97 72 77 54 141 62 75 74 88 150 477 3217 69 148 1381410 internal_value=4.8562e-06 5.54425e-06 0.00933332 4.83429e-06 -0.00883668 5.56909e-06 -0.00137542 9.53538e-06 0.00291314 0.0166073 0.000613868 -0.00281874 -0.000407332 0.00440804 -0.00905469 -0.00380535 0.000750476 -0.00503969 0.00610704 0.0044911 -0.00139059 -0.0045277 0.00573417 -0.000988604 -0.000798476 0.00330044 -0.00173446 -0.00390671 0.000547785 5.94901e-06 internal_weight=323699 323673 24.6338 323649 26.8957 323622 926.799 322695 398.082 57.2298 340.853 180.792 165.335 106.198 59.1375 39.3429 90.411 43.447 46.9639 160.06 50.2965 30.1934 28.6968 900.028 886.81 164.857 721.952 62.9535 43.1574 322297 internal_count=1410279 1409974 146 1409828 120 1409708 4338 1405370 1760 252 1508 792 726 479 247 163 407 206 201 716 203 129 129 4208 4149 782 3367 305 217 1403610 is_linear=0 shrinkage=0.03 Tree=639 num_leaves=31 num_cat=0 split_feature=1 1 2 1 0 3 1 0 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 split_gain=2.0481 2.25523 5.33709 2.20144 3.57471 1.91077 20.0802 15.1234 24.1067 41.7307 30.5501 56.3208 29.4071 26.8484 21.6362 18.8486 25.5033 17.4571 19.8361 15.1161 15.3739 25.6785 16.7545 14.8907 23.4004 14.0886 13.3391 51.1911 42.082 20.8112 threshold=82.000000000000014 75.500000000000014 13771.215820312502 71.500000000000014 77.500000000000014 1.532000005245209 -8.4999999999999982 41.500000000000007 468.30728149414068 1384.018249511719 211.06961059570315 229.05034637451175 1116.587829589844 955.99880981445324 2623.7399902343755 356.29209899902349 305.33541870117193 2848.0100097656255 1.0000000180025095e-35 -18.499999999999996 2704.067260742188 1682.390319824219 594.21514892578136 2134.5515136718755 1607.8663330078127 182.51656341552737 9353.3178710937518 6368.3278808593759 12078.030273437502 17792.297851562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 19 8 10 12 -8 -12 13 -10 23 16 -13 18 -16 -1 21 22 25 24 -11 -21 27 -19 -28 -30 right_child=-2 2 -4 4 -6 -7 7 -9 9 14 11 15 -14 -15 17 -17 -18 26 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.003182988810491802 -0.0085270005769510927 -0.0045971738089999837 0.023420793764410884 -0.018600345287157313 0.00337485262904891 -4.1864272185456653e-05 0.0011249888344048327 -7.1022420250338827e-05 0.0075300131496935652 -0.004098914655587327 -0.018757254783208447 -0.0012814869356860199 0.015144912001607917 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62 58 996132 8916 363641 2040 803 965 2131 1440 618 669 1036 363 10028 675 938 3111 1936 416 1989 387 1433 1609 1959 2242 2626 internal_value=4.71032e-06 5.37777e-06 0.00910939 4.68897e-06 -0.00858378 5.40176e-06 0.000117827 5.77961e-05 0.00118195 0.0022232 -0.000974293 -0.00513638 0.00794911 0.00417394 0.00121664 -0.00160917 0.00128973 0.00196304 0.00870527 0.00326074 0.00443676 0.00700197 0.00300196 -0.00349062 0.00194842 0.00524588 0.00147591 0.000254271 0.00367863 0.000880452 internal_weight=323698 323673 24.487 323648 26.8585 323621 95786.6 93991.3 9663.31 6516.47 3146.83 1055.06 974.269 639.018 5542.2 838.04 592.19 4783.68 322.338 1795.27 1518.19 881.638 547.472 758.519 283.624 462.856 4461.35 2869.76 1591.58 1197.55 internal_count=1410279 1409974 146 1409828 120 1409708 413576 404137 40496 27085 13411 4495 4098 2658 22987 3530 2494 19808 1344 9439 7834 4723 2787 3179 1190 2371 18464 11987 6477 4868 is_linear=0 shrinkage=0.03 Tree=640 num_leaves=31 num_cat=0 split_feature=1 3 2 3 2 2 1 2 2 3 0 0 2 2 0 2 0 1 2 2 2 1 2 1 1 2 2 0 2 2 split_gain=1.97286 7.21562 11.1764 9.95707 9.88937 17.098 12.759 8.26493 8.17594 10.7848 13.0984 13.7502 10.1528 7.56271 18.8874 18.4651 16.039 10.1085 15.8449 10.1478 13.0057 8.47505 7.27776 7.23644 7.28247 7.05395 11.8986 11.1884 7.28037 17.0758 threshold=10.500000000000002 2.3904999494552617 99992.636718750015 2.7749999761581425 4911.6706542968759 1320.400329589844 23.500000000000004 32666.960937500004 1607.8663330078127 3.0835000276565556 19.500000000000004 13.500000000000002 3912.428344726563 5681.6511230468759 47.500000000000007 7656.2912597656259 42.500000000000007 28.500000000000004 10270.009765625002 14697.978027343752 37758.167968750007 57.500000000000007 4086.971069335938 25.500000000000004 28.500000000000004 225.45304870605472 337.55393981933599 38.500000000000007 460.37582397460943 401.18936157226568 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 7 5 -5 8 -3 -7 -10 11 -11 -12 16 15 -15 22 19 -19 -17 -21 -16 25 -6 -25 27 -27 -2 29 -28 right_child=1 3 -4 4 23 6 -8 -9 9 10 12 -13 -14 14 21 17 -18 18 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31 leaf_value=1.5052792871579688e-06 0.032015285182465762 0.0066867848641491848 -0.029600489848895548 0.0023367823643463178 0.00235838558127933 -0.029145101874647358 -0.024939138527214941 -0.0044492458079547093 -0.01269619312192021 0.0078292772063311006 0.01556384619156766 -0.02744539238875756 -0.013714388047822112 -0.021267819703816838 0.002955579129157095 -0.0017182384895061431 -0.0019103451242667446 -0.029559279225312329 0.0041856545819474464 -0.013741230868446253 0.0022444647137945324 -0.013027171567909982 0.007592602202320606 -0.016312480154870246 -0.0013175144708375745 -0.0081011529169777285 0.00081767739023428417 0.0040527677731209341 0.0012240361034407017 0.039453912275964509 leaf_weight=317749.22544789891 16.340391978621483 370.39850402250886 12.491621248424051 209.51088137179613 1016.6885270439088 13.234438076615332 39.537686012685299 71.572380557656288 85.804059520363808 17.766065254807472 53.486882999539375 22.593103036284447 13.312666833400725 66.443413369357586 396.01564009487629 200.21849283576012 2021.3372623100877 13.587614759802817 159.85720869898796 227.95112307369709 57.323745399713516 32.294428870081902 218.85605172812939 33.011121734976768 249.18067242857069 121.55368213355541 31.046421870589256 60.781547747552395 510.45131154358387 15.402894541621206 leaf_count=1381184 87 1662 61 1114 4259 81 217 299 463 85 271 110 57 452 1683 1058 10510 62 658 1140 252 133 908 146 1353 766 190 432 2230 81 internal_value=-8.96468e-06 -0.00053221 -0.00126634 0.000859083 -0.000154893 -0.00395974 -0.00932808 0.00488343 -0.00633471 -0.00477024 0.00157622 -0.0119175 0.00972891 -0.00118104 -0.00324487 -0.00619444 -0.000386249 -0.00467453 0.00154209 -0.00689544 -0.010529 0.00175049 0.0027753 0.00117867 -0.00307164 0.00137994 0.000402645 0.00997739 0.00225875 0.0136297 internal_weight=324107 6358.05 4161.95 2196.1 1754.13 455.246 245.735 441.971 206.197 192.963 107.159 40.3592 66.7995 4149.46 1153.69 725.382 2995.77 658.938 173.445 485.493 285.275 428.31 974.432 1298.88 282.192 755.576 678.454 77.1219 556.901 46.4493 internal_count=1412004 30820 20703 10117 8156 2398 1284 1961 1067 986 523 195 328 20642 5438 3622 15204 3170 720 2450 1392 1816 4694 5758 1499 3786 3267 519 2501 271 is_linear=0 shrinkage=0.03 Tree=641 num_leaves=31 num_cat=0 split_feature=1 3 2 3 2 2 1 2 3 0 0 2 2 2 0 2 0 1 2 2 2 1 2 1 1 2 2 0 2 2 split_gain=1.85936 6.79429 10.6192 9.36279 9.32358 16.1762 12.2267 7.88004 10.2264 12.3234 13.1051 9.50141 7.77029 7.13924 17.8462 17.7112 15.0927 9.54565 15.0224 9.86579 16.0358 7.96855 6.85912 6.80953 6.85485 6.59466 11.2347 10.3066 6.78832 15.6479 threshold=10.500000000000002 2.3904999494552617 99992.636718750015 2.7749999761581425 4911.6706542968759 1320.400329589844 23.500000000000004 1607.8663330078127 3.0835000276565556 19.500000000000004 13.500000000000002 3912.428344726563 32666.960937500004 5681.6511230468759 47.500000000000007 7656.2912597656259 42.500000000000007 28.500000000000004 10270.009765625002 16861.583007812504 37758.167968750007 57.500000000000007 4086.971069335938 25.500000000000004 28.500000000000004 225.45304870605472 337.55393981933599 38.500000000000007 460.37582397460943 401.18936157226568 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 12 5 -5 7 -7 -9 10 -10 -11 -3 16 15 -15 22 19 -19 -17 -21 -16 25 -6 -25 27 -27 -2 29 -28 right_child=1 3 -4 4 23 6 -8 8 9 11 -12 -13 -14 14 21 17 -18 18 -20 20 -22 -23 -24 24 -26 26 28 -29 -30 -31 leaf_value=1.460119816652193e-06 0.030598073103971023 0.0064812846467444118 -0.028970875666243852 0.002264201787334007 0.0022879091075929171 -0.028759616035776665 -0.024467792162745392 -0.012393043497299815 0.0075702666983159771 0.014995182288220424 -0.026920439908479584 -0.013343765495415091 -0.0043172426054751004 -0.020890238893408321 0.0028669360480537251 -0.0028324161045258263 -0.0018540707743311456 -0.028928956866212094 0.0040623118645886037 -0.016303126978143959 0.002175820404121483 -0.012623943556790911 0.0073706793161623912 -0.015828213258283642 -0.0012780623371657521 -0.0078972052472138458 0.00079276126374133835 0.0039209435671104451 0.001187113583731481 0.037543391860666492 leaf_weight=317749.21387359756 16.580537438392639 370.67406644672155 12.381879098713396 209.73660045862198 1016.5681163519621 13.012842699885367 39.097085811197758 85.27399006485939 17.821831479668617 53.844243273139 22.346423700451851 13.272568881511686 71.548314288258553 65.627480559051037 396.01232269406319 266.1034818738699 2020.2249802127481 13.468968600034712 159.77091318368912 160.62040749192238 57.357746839523315 32.325693681836128 218.68483106791973 33.000623688101768 249.16660738876089 120.96117335557938 31.061308026313782 60.937874548137188 510.53662894666195 15.696482777595518 leaf_count=1381184 87 1662 61 1114 4259 81 217 463 85 271 110 57 299 452 1683 1392 10510 62 658 806 252 133 908 146 1353 766 190 432 2230 81 internal_value=-8.70081e-06 -0.000516849 -0.00122966 0.000833317 -0.000150655 -0.0038493 -0.00908995 -0.00616529 -0.0046384 0.00152527 -0.0116176 0.00939106 0.00473416 -0.00114681 -0.00315459 -0.00602962 -0.000374926 -0.00454593 0.00149732 -0.00670864 -0.0114407 0.00169787 0.0026916 0.00114344 -0.00297976 0.0013377 0.000390315 0.00962696 0.00218913 0.0131299 internal_weight=324103 6353.72 4158.35 2195.36 1753.14 454.406 244.669 205.572 192.559 107.285 40.1683 67.1168 442.222 4145.97 1151.29 722.949 2994.68 657.322 173.24 484.082 217.978 428.338 974.459 1298.74 282.167 755.774 678.256 77.5184 557.294 46.7578 internal_count=1412004 30820 20703 10117 8156 2398 1284 1067 986 523 195 328 1961 20642 5438 3622 15204 3170 720 2450 1058 1816 4694 5758 1499 3786 3267 519 2501 271 is_linear=0 shrinkage=0.03 Tree=642 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 0 0 0 0 0 0 2 0 2 0 1 0 0 0 0 2 0 1 0 0 1 1 1 2 0 split_gain=1.79128 26.064 27.6467 70.5329 78.7718 54.9668 35.804 34.7983 39.3248 25.6896 30.4559 21.5507 29.2794 19.545 22.5135 19.5159 18.0622 20.92 24.7664 20.3421 17.7897 37.0602 24.4027 17.7605 16.933 16.7921 22.1882 16.5969 14.9263 27.1823 threshold=2902.4506835937505 3546.369506835938 57.500000000000007 3290.9838867187505 62.500000000000007 52.500000000000007 45.500000000000007 60.500000000000007 62.500000000000007 65.500000000000014 72.500000000000014 3061.900268554688 58.500000000000007 3290.9838867187505 55.500000000000007 1.0000000180025095e-35 67.500000000000014 71.500000000000014 77.500000000000014 79.500000000000014 3061.900268554688 56.500000000000007 1.0000000180025095e-35 60.500000000000007 51.500000000000007 40.500000000000007 1.5000000000000002 -1.4999999999999998 1896.9642333984377 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=28 2 5 4 11 6 -2 25 -9 -6 -11 -4 -13 20 -15 24 -10 -18 -19 -20 21 22 -7 27 -8 26 -5 -14 -1 -30 right_child=1 -3 3 7 9 13 15 8 16 10 -12 12 23 14 -16 -17 17 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=5.1506957133875389e-05 0.0017820293283383382 -4.3193360906766974e-05 -0.015011518847398471 0.0070105761119542195 0.011053324214142023 0.019827875399614933 -0.0040924825837818091 -0.0081951312367793405 0.011464619228469393 -0.01149311186182523 0.0052639828863655759 0.0024156444464656633 0.0013127830814157588 0.0069340457214666336 -0.023105783025114068 -0.014412064016406472 -0.014849239385779974 0.026599067940693472 -0.033192314844888098 0.0033052353908613287 0.014032690032681098 -0.0047412351646516819 0.0050853287513520536 -0.0011862213995268601 0.02362257611316319 -0.021099715660990115 0.020514880536931422 -0.016135804842801305 -0.021270252310731205 -0.00072035029994369339 leaf_weight=116203.10753261112 7737.3782982081175 171407.89385403862 413.52863235771656 397.44945357739925 248.78489916026592 172.4498191177845 174.68984553217888 310.93764375150204 234.02949567139149 158.12769091129303 255.0813215598464 230.92997570335865 57.371187254786491 57.815739363431931 36.711427375674248 190.41577085852623 64.553641453385353 37.901713475584984 15.468940570950506 123.24690733850002 449.34807060658932 192.02174347639084 244.06139479577541 140.24880595505238 22.382234007120132 15.332784369587896 151.14323143661022 338.77641965448856 58.071148708462715 23959.35383477807 leaf_count=499297 32816 759060 1694 1631 1016 744 722 1268 953 650 1073 936 241 238 148 821 268 157 64 541 1849 784 979 572 91 62 611 1371 339 101008 internal_value=-8.44466e-06 5.31447e-05 0.00137735 -0.00103046 -0.00484688 0.00220604 0.00133636 0.00417898 9.96925e-05 0.00343699 -0.00114866 -0.00949086 -0.00651566 0.00833753 -0.00473249 -0.00756275 0.00552724 -0.000234324 0.00510742 -0.0007648 0.00950541 0.0061624 0.0111892 -0.0103608 -0.000944777 0.0098657 0.0107312 -0.0136089 -8.92098e-05 -0.000770037 internal_weight=324099 183878 12470.2 3192.91 1842.85 9277.27 8124.87 1350.06 786.138 661.994 413.209 1180.86 767.326 1152.41 94.5272 387.488 475.201 241.171 176.618 138.716 1057.88 608.533 416.511 536.396 197.072 563.925 548.593 396.148 140221 24017.4 internal_count=1412004 811360 52300 13108 7553 39192 34450 5555 3251 2739 1723 4814 3120 4742 386 1634 1983 1030 762 605 4356 2507 1723 2184 813 2304 2242 1612 600644 101347 is_linear=0 shrinkage=0.03 Tree=643 num_leaves=31 num_cat=0 split_feature=1 3 2 3 2 2 1 2 3 0 0 2 2 2 0 2 0 0 1 2 2 2 0 1 2 1 2 1 1 2 split_gain=1.72587 6.36485 10.0943 8.80769 8.80199 15.3061 11.7147 7.5935 9.69907 11.5974 12.4947 8.89277 7.30567 6.77019 16.8617 16.9847 14.0881 9.33131 12.1389 13.0713 8.41798 10.3416 12.6094 7.4929 6.99273 8.53341 6.4809 6.40783 6.4531 6.33225 threshold=10.500000000000002 2.3904999494552617 99992.636718750015 2.7749999761581425 4911.6706542968759 1320.400329589844 23.500000000000004 1607.8663330078127 3.0835000276565556 19.500000000000004 13.500000000000002 3912.428344726563 32666.960937500004 5681.6511230468759 47.500000000000007 7656.2912597656259 42.500000000000007 36.500000000000007 23.500000000000004 54479.306640625007 14054.634277343752 22629.428710937504 32.500000000000007 57.500000000000007 21324.808593750004 12.500000000000002 4086.971069335938 25.500000000000004 28.500000000000004 3673.077514648438 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 13 12 5 -5 7 -7 29 10 -10 -11 -3 16 15 -15 26 18 19 24 -20 22 -22 -16 25 -17 -2 -6 -29 -9 right_child=1 3 -4 4 27 6 -8 8 9 11 -12 -13 -14 14 23 17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=1.5949964048024759e-06 0.0012906017573751658 0.0062837304943022844 -0.028356899471765971 0.0021923572580020926 0.0022208269994780198 -0.028381148899372523 -0.024006965802306927 0.0064697263373305032 0.0073222643053932283 0.014450435485427517 -0.026409983704279553 -0.012981996532603811 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leaf_count=1381184 3786 1662 61 1114 4259 81 217 70 85 271 110 57 299 452 1683 161 10510 1614 56 54 90 132 151 133 360 552 908 146 1353 393 internal_value=-8.19102e-06 -0.000497939 -0.0011883 0.000808949 -0.000146089 -0.00374388 -0.00886007 -0.00600282 -0.00451276 0.00147488 -0.0113274 0.00906628 0.00459097 -0.00110782 -0.00306547 -0.00586767 -0.000356413 -0.00441946 -0.00804081 -0.012017 0.000439937 0.00373918 0.011357 0.00164816 -0.0138008 -0.0097975 0.00260599 0.00111056 -0.00288937 -0.0120996 internal_weight=324095 6349.12 4154.5 2194.62 1752.16 453.574 243.614 204.952 192.158 107.398 39.978 67.4197 442.457 4142.23 1148.92 720.554 2993.31 655.728 323.984 220.571 103.413 90.0359 57.6647 428.361 208.151 136.04 974.453 1298.59 282.14 84.76 internal_count=1412004 30820 20703 10117 8156 2398 1284 1067 986 523 195 328 1961 20642 5438 3622 15204 3170 1556 1127 429 373 241 1816 1073 713 4694 5758 1499 463 is_linear=0 shrinkage=0.03 Tree=644 num_leaves=31 num_cat=0 split_feature=2 2 0 2 0 0 0 0 0 0 0 2 0 1 2 0 0 0 0 0 2 0 1 0 1 1 1 1 0 2 split_gain=1.68901 24.5435 25.9851 66.4007 74.1467 51.8586 33.7126 32.791 36.9929 24.1961 28.6622 20.2942 27.5758 18.6498 18.4259 21.1835 17.0176 19.6992 23.2472 19.1834 16.7676 34.952 23.1988 16.7433 15.7579 20.9324 15.6375 14.5013 14.3278 14.0049 threshold=2902.4506835937505 3546.369506835938 57.500000000000007 3290.9838867187505 62.500000000000007 52.500000000000007 45.500000000000007 60.500000000000007 62.500000000000007 65.500000000000014 72.500000000000014 3061.900268554688 58.500000000000007 2.5000000000000004 3290.9838867187505 55.500000000000007 67.500000000000014 71.500000000000014 77.500000000000014 79.500000000000014 3061.900268554688 56.500000000000007 1.0000000180025095e-35 60.500000000000007 40.500000000000007 1.5000000000000002 -1.4999999999999998 -4.4999999999999991 61.500000000000007 1896.9642333984377 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=29 2 5 4 11 6 -2 24 -9 -6 -11 -4 -13 -8 20 -16 -10 -18 -19 -20 21 22 27 26 25 -5 -14 -7 -25 -1 right_child=1 -3 3 7 9 14 13 8 16 10 -12 12 23 -15 15 -17 17 18 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 leaf_value=4.9932240144162276e-05 0.0017283844123467619 -4.1612270266035084e-05 -0.014568244403772584 0.0068059823219448444 0.010730770767671016 -0.013184791182792229 -0.0048799918249734691 -0.0079460445879158802 0.011130434940517114 -0.011152555766695917 0.0051045542872492512 0.0023459195961430209 0.0012737011620426143 -0.024937171421808461 0.0067294125056341497 -0.022412618206929372 -0.014424472524681176 0.025749090680083648 -0.032269023552083137 0.0032056965991667115 0.013634580269720012 -0.004595630275144702 0.0049365238774679359 0.0055056820515627545 -0.02041895521475396 0.019929730175187923 -0.015666365819475215 0.021671246802169239 -0.014966979956882915 -0.00074584296545127798 leaf_weight=116203.20944014005 7736.2289218977094 171404.41664739896 413.24511396884918 397.11754238605499 248.62238278985023 11.5149809718132 339.26649549603462 310.9304231107235 233.86317908763885 158.05663052201271 255.18832993134856 230.91133137047291 57.355710417032242 47.573663353919983 57.790445029735565 36.709141954779625 64.452794909477234 37.973981946706772 15.437500417232512 123.25954918563366 448.68004338443279 192.06547839939594 244.07275189459324 94.664624825119972 15.328475624322889 150.96324096620083 338.40327137708664 160.06490439176559 45.579555481672287 24018.096622385085 leaf_count=499297 32816 759060 1694 1631 1016 58 1416 1268 953 650 1073 936 241 218 238 148 268 157 64 541 1849 784 979 385 62 611 1371 686 187 101347 internal_value=-7.94918e-06 5.18584e-05 0.00133713 -0.000997821 -0.00470148 0.00214063 0.00129621 0.00405821 9.84957e-05 0.00333571 -0.00111341 -0.00920896 -0.00632116 -0.00734663 0.00810055 -0.00459105 0.00536452 -0.000227777 0.00495144 -0.000742772 0.00923587 0.00598829 0.0108789 -0.010055 0.00958174 0.0104208 -0.0132113 0.019332 -0.00114796 -8.63738e-05 internal_weight=324091 183870 12465.3 3191.35 1842.03 9273.97 8123.07 1349.33 785.917 661.867 413.245 1180.16 766.914 386.84 1150.9 94.4996 474.987 241.124 176.671 138.697 1056.4 607.718 415.653 536.003 563.409 548.081 395.759 171.58 140.244 140221 internal_count=1412004 811360 52300 13108 7553 39192 34450 5555 3251 2739 1723 4814 3120 1634 4742 386 1983 1030 762 605 4356 2507 1723 2184 2304 2242 1612 744 572 600644 is_linear=0 shrinkage=0.03 Tree=645 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 3 2 0 0 3 1 0 3 2 0 1 1 1 0 0 2 0 0 2 0 0 2 0 1 split_gain=1.96774 17.7884 30.8664 17.7779 28.1699 26.9561 23.5731 28.7868 27.9269 34.0018 18.9858 15.5273 16.0993 13.7102 30.6191 24.5177 16.1689 12.9032 18.5026 21.7061 39.3345 20.8514 20.1366 18.3834 26.4432 17.1213 19.4823 14.3034 13.8874 12.0042 threshold=3673.077514648438 3118.6667480468755 1.2994999885559084 3.4465000629425053 2.5000000000000004 2.3904999494552617 2.1755000352859502 3346.970825195313 63.500000000000007 60.500000000000007 5.0659999847412118 1.0000000180025095e-35 30.500000000000004 1.247500002384186 3290.9838867187505 52.500000000000007 6.5000000000000009 2.5000000000000004 -1.4999999999999998 36.500000000000007 39.500000000000007 3178.1462402343755 57.500000000000007 34.500000000000007 3546.369506835938 36.500000000000007 59.500000000000007 3290.9838867187505 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 -1 13 5 10 6 8 11 9 17 -5 -8 -13 15 -15 16 -3 18 23 -20 27 22 -22 24 -4 -19 -27 28 -21 -29 right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 25 19 20 21 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-6.5785950700191337e-06 -7.0261196931108516e-05 -0.0049324207670002531 -0.010422744751498136 -0.005028173905985131 -0.014928301653301149 0.0095839090886323391 0.02695615397832456 -0.015061820741901351 0.0095112164151979449 -0.0043228170152919644 0.0020249302953830729 0.02299050258543683 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leaf_count=619263 749535 1498 623 1975 573 1839 108 631 1815 3010 5549 54 97 264 214 458 127 866 3459 238 936 6882 451 4075 256 2192 341 2167 610 479 internal_value=4.58465e-07 7.78139e-05 0.00130479 0.00173344 -0.000911891 0.00238134 0.00193216 -0.00792843 0.00223697 0.00173234 7.29591e-05 0.0092312 -0.00345433 -0.00520875 -0.0144298 -0.00303058 -0.00660923 0.00252165 0.00192349 0.000943319 -0.000291574 0.00197753 -0.00476371 0.00544623 -0.00310625 0.00594907 0.00845814 -0.00564449 0.00116447 -0.00782342 internal_weight=323727 154610 9949.8 9335.45 1836.63 7498.82 7058.62 211.656 6846.96 6402.78 1716.05 62.1507 36.225 614.348 117.39 496.958 385.709 5664.4 4822.73 3772.94 2914.55 2046.88 343.625 1049.78 186.097 841.678 626.309 867.672 210.35 657.322 internal_count=1410585 661050 41787 39226 8097 31129 29290 890 28400 26585 7524 259 151 2561 478 2083 1625 23575 20176 15222 11763 8269 1387 4954 879 3399 2533 3494 848 2646 is_linear=0 shrinkage=0.03 Tree=646 num_leaves=31 num_cat=0 split_feature=3 1 2 2 0 1 0 1 2 2 2 1 2 1 0 1 2 2 2 1 2 2 2 0 2 2 1 2 2 1 split_gain=1.94594 9.63251 7.00997 16.3511 12.4432 9.03095 5.57892 19.467 43.3254 27.6784 24.212 25.2257 22.181 23.5254 19.9088 18.7138 18.0064 32.0718 13.6539 13.1208 12.8316 19.2003 13.061 14.6469 11.8027 28.1961 22.129 14.3429 10.2673 13.2626 threshold=1.0619999766349795 41.500000000000007 14054.634277343752 12078.030273437502 49.500000000000007 7.5000000000000009 50.500000000000007 1.0000000180025095e-35 239.406120300293 11270.709472656252 3618.2971191406255 -2.4999999999999996 3751.9816894531255 -2.4999999999999996 49.500000000000007 1.0000000180025095e-35 2490.8103027343755 2321.0456542968755 145.45140075683597 3.5000000000000004 2580.519653320313 5947.2192382812509 2272.6494140625005 49.500000000000007 2404.0227050781255 2321.0456542968755 -1.4999999999999998 2661.5908203125005 174.66455078125003 6.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 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505.33169744163752 15.990152612328528 1135.5067455098033 946.52774002403021 2855.5343668460846 25.279800608754158 116.37925615906715 1952.0873619318008 567.39244717359543 431.93839387595654 791.11421748995781 388.73016218096018 144.93155723810196 132.56590849161148 2670.9442356005311 322.51624710857868 215.38165462762117 61.458521127700806 43.001060664653778 35.232277274131775 93.631891250610352 23.184376999735832 42.945445075631142 1473.2534993439913 404.81023195385933 23.027950465679169 leaf_count=3482 1336006 297 936 942 2098 65 4733 4298 12615 107 558 7940 2358 1952 5258 1751 600 563 11251 1434 1401 286 173 142 411 106 174 6867 1642 139 internal_value=4.45217e-07 0.000315957 0.000269537 0.000403431 -0.00256601 -0.0051225 0.000288231 -0.000148306 -0.00147757 -0.00322488 0.00119445 -0.000496367 0.00383365 0.00593955 0.00716599 0.00102345 -0.00209475 -0.00138389 0.0026405 -0.00300108 0.000751962 -0.00421511 0.00418324 0.0151797 -0.000763643 -0.00300041 -0.022043 0.00095172 0.00304644 0.00690323 internal_weight=323723 16686.2 16617.3 15868 749.288 521.322 15644.1 9815.95 4932.77 3558.4 4883.18 2976.36 1906.82 1339.43 1223.05 5828.2 2229.58 2084.65 3059.67 3533.12 677.59 276.84 400.75 78.2333 2768.52 1201.64 66.1298 1566.89 1374.37 427.838 internal_count=1410585 74579 74282 71183 3099 2163 70241 44948 22237 16158 22711 12585 10126 7768 7210 25293 9103 8503 13002 16051 3436 1687 1749 315 12291 5013 280 7278 6079 1781 is_linear=0 shrinkage=0.03 Tree=647 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 3 2 0 0 3 1 0 3 2 0 1 1 1 0 0 2 0 0 2 0 0 2 0 1 split_gain=1.88439 16.7959 28.7888 16.7359 26.6715 25.3465 22.2039 27.1164 26.2925 32.0029 17.8653 14.6755 15.1557 12.9828 28.8108 22.9376 15.5922 12.1399 17.466 20.4281 37.0084 19.6235 18.959 17.3563 24.887 16.1178 18.3373 13.4537 13.0764 11.8844 threshold=3673.077514648438 3118.6667480468755 1.2994999885559084 3.4465000629425053 2.5000000000000004 2.3904999494552617 2.1755000352859502 3346.970825195313 63.500000000000007 60.500000000000007 5.0659999847412118 1.0000000180025095e-35 30.500000000000004 1.247500002384186 3290.9838867187505 52.500000000000007 3.5000000000000004 2.5000000000000004 -1.4999999999999998 36.500000000000007 39.500000000000007 3178.1462402343755 57.500000000000007 34.500000000000007 3546.369506835938 36.500000000000007 59.500000000000007 3290.9838867187505 37.500000000000007 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 -1 13 5 10 6 8 11 9 17 -5 -8 -13 15 -15 16 -3 18 23 -20 27 22 -22 24 -4 -19 29 28 -21 -27 right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 25 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-5.8532708672448736e-06 -6.8773113897832775e-05 -0.0043637580401986184 -0.010069489604049449 -0.004877249914787149 -0.014564966450665 0.009294756057676927 0.02624994650831225 -0.014625100836291401 0.0092315639870927304 -0.0041926048396184086 0.0019648711079812463 0.022225382730100302 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leaf_count=619263 749535 1447 623 1975 573 1839 108 631 1815 3010 5549 54 97 264 214 458 178 866 3459 238 936 6882 451 4075 256 1856 341 2646 610 336 internal_value=4.33786e-07 7.61345e-05 0.00126868 0.00168271 -0.000884526 0.00231147 0.00187566 -0.00770128 0.00217141 0.00168168 7.12785e-05 0.0089758 -0.00335563 -0.00502375 -0.0139961 -0.00290271 -0.00636569 0.00244781 0.00186738 0.000915666 -0.000282353 0.00191914 -0.00462117 0.00529404 -0.00300806 0.00577268 0.00820785 -0.00547406 0.00113023 0.0102217 internal_weight=323715 154604 9945.31 9331.33 1835.78 7495.55 7055.25 211.353 6843.89 6399.96 1715.9 62.0049 36.1784 613.981 117.392 496.588 385.408 5661.58 4820.12 3772.39 2914.18 2046.42 343.563 1047.74 186.328 841.451 626.087 867.763 210.323 542.603 internal_count=1410585 661050 41787 39226 8097 31129 29290 890 28400 26585 7524 259 151 2561 478 2083 1625 23575 20176 15222 11763 8269 1387 4954 879 3399 2533 3494 848 2192 is_linear=0 shrinkage=0.03 Tree=648 num_leaves=31 num_cat=0 split_feature=3 1 2 2 0 1 0 1 2 2 2 1 2 1 0 1 2 2 2 1 2 2 2 0 2 2 1 2 2 0 split_gain=1.86147 9.06215 6.64944 19.6703 9.99793 7.42542 5.25243 18.3358 40.7552 26.2812 22.85 23.7352 20.9822 22.2199 18.975 17.6013 16.7646 30.2383 12.8544 12.3602 12.0625 18.0898 12.2962 13.7998 11.1282 26.4563 20.6953 13.5335 9.76142 22.0687 threshold=1.0619999766349795 41.500000000000007 13771.215820312502 12078.030273437502 49.500000000000007 7.5000000000000009 50.500000000000007 1.0000000180025095e-35 239.406120300293 11270.709472656252 3618.2971191406255 -2.4999999999999996 3751.9816894531255 -2.4999999999999996 49.500000000000007 1.0000000180025095e-35 2490.8103027343755 2321.0456542968755 145.45140075683597 3.5000000000000004 2580.519653320313 5947.2192382812509 2272.6494140625005 49.500000000000007 2404.0227050781255 2321.0456542968755 -1.4999999999999998 2661.5908203125005 381.33543395996099 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 6 -4 -6 7 10 -9 19 11 -1 13 -12 -15 24 17 -13 -17 28 22 -22 -21 -24 25 -8 -27 -26 29 -10 right_child=-2 -3 4 -5 5 -7 15 8 9 -11 12 16 -14 14 -16 18 -18 -19 -20 20 21 -23 23 -25 27 26 -28 -29 -30 -31 leaf_value=0.0041540327931462485 -1.6345650212744158e-05 0.011165829200000378 0.0027135819522689864 0.010073616924760085 -0.0052638801864197376 0.015327340844185059 -0.0018340049911135326 0.0029542704097272315 0.0038456134536662225 -0.033723495460001265 -0.0067198139354657819 -0.0022823254917715844 -0.0011013159513436756 0.0019300206108006468 0.0097584813229385017 -0.0025360620963818629 -0.011884057037793333 0.012542680146274205 0.0033045809232585838 0.0014700709461560471 -0.0082143353221323673 0.010224895054744743 0.0033270290454979865 0.028656557403654335 0.01200683853958515 0.0015298524001377625 -0.033625900342265973 0.00022641879449441184 -0.0034308565815488784 -0.024028858724195981 leaf_weight=745.70335782319307 307032.82452569698 68.909110397100449 237.48718698322773 186.86269249767065 532.49057121574879 16.242325782775879 1135.7992502078414 1374.7810678556561 43.041711166501045 25.09039843082428 116.69789932668209 1952.4834569245577 567.49035623669624 431.65893183648586 786.16946183145046 388.43331396579742 145.22510512173176 132.21009957790375 2672.1224005296826 322.61251252144575 214.25253949314356 61.665837466716766 43.003361314535141 35.205966725945473 93.327180981636047 23.172535732388496 43.10134594142437 1473.1864654570818 2746.9212616086006 62.947344616055489 leaf_count=3482 1336006 297 975 787 2213 66 4733 6079 220 107 558 7940 2358 1952 5258 1751 600 563 11251 1434 1401 286 173 142 411 106 174 6867 12107 288 internal_value=4.21306e-07 0.000309086 0.000264044 0.000397846 -0.0024288 -0.00465439 0.000282215 -0.000141687 -0.00143202 -0.0031284 0.00116237 -0.000479268 0.00373065 0.00578538 0.00698369 0.000995402 -0.00202868 -0.00134213 0.00256331 -0.00291092 0.000734112 -0.0040933 0.00405721 0.0147291 -0.000737853 -0.00290908 -0.0213338 0.000928253 -0.00377556 -0.0127092 internal_weight=323711 16678.3 16609.4 15823.2 786.22 548.733 15636.3 9807.16 4929.52 3554.74 4877.64 2975.62 1902.02 1334.53 1217.83 5829.14 2229.92 2084.69 3060.56 3529.65 676.74 275.918 400.822 78.2093 2768.59 1202.07 66.2739 1566.51 2852.91 105.989 internal_count=1410585 74579 74282 71028 3254 2279 70241 44948 22237 16158 22711 12585 10126 7768 7210 25293 9103 8503 13002 16051 3436 1687 1749 315 12291 5013 280 7278 12615 508 is_linear=0 shrinkage=0.03 Tree=649 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 3 2 0 0 3 1 0 3 2 0 1 2 3 2 1 0 0 0 0 1 2 1 1 0 split_gain=1.80822 15.8553 26.8576 15.7548 25.2513 23.835 20.9152 25.5449 24.755 30.1212 16.8111 13.8737 14.2705 12.2958 27.1278 21.4632 15.0196 11.7468 20.4937 18.554 18.2911 26.3873 16.671 18.5436 15.463 12.7701 12.3647 11.4199 16.4868 19.2254 threshold=3673.077514648438 3118.6667480468755 1.2994999885559084 3.4465000629425053 2.5000000000000004 2.3904999494552617 2.1755000352859502 3346.970825195313 63.500000000000007 60.500000000000007 5.0659999847412118 1.0000000180025095e-35 30.500000000000004 1.247500002384186 3290.9838867187505 52.500000000000007 6.5000000000000009 3232.175903320313 28.166500091552738 3346.970825195313 -1.4999999999999998 11.500000000000002 8.5000000000000018 11.500000000000002 7.5000000000000009 -1.4999999999999998 3546.369506835938 2.5000000000000004 -1.4999999999999998 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 13 5 10 6 8 11 9 27 -5 -8 -13 15 -15 16 -3 20 22 -20 21 -12 24 26 -19 -26 -24 28 -4 -30 right_child=-2 2 3 4 -6 -7 7 -9 -10 -11 17 12 -14 14 -16 -17 -18 18 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31 leaf_value=-5.0760974572330204e-06 -6.7384998612547381e-05 -0.004530858897382777 0.0051459615723327681 -0.0047308917722927923 -0.014209736861775082 0.0090147470229250438 0.025567983979308904 -0.014201948980559275 0.0089603611017044348 -0.0040663470484205346 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858.0089518725872 2913.8476902842522 leaf_count=619263 749535 1498 4954 1975 573 1839 108 631 1815 3010 118 54 97 264 214 458 127 2011 83 89 955 53 246 1504 71 246 173 3399 3459 11763 internal_value=4.10086e-07 7.45665e-05 0.00123351 0.00163346 -0.000857975 0.00224363 0.00182079 -0.00748135 0.00210774 0.00163248 6.96371e-05 0.00872909 -0.00326022 -0.00484629 -0.0135783 -0.00278081 -0.0061323 0.00190659 0.000423697 0.0239072 0.00765194 -0.011963 -0.000372613 0.00385793 -0.00409029 -0.0169982 0.0154225 0.00237607 0.00181289 0.000888824 internal_weight=323704 154599 9940.85 9327.28 1834.94 7492.34 7051.96 211.03 6840.93 6397.25 1715.74 61.8484 36.1264 613.569 117.371 496.198 385.088 1240.9 986.324 32.3487 254.574 36.6303 953.975 446.21 507.765 71.7269 97.5167 5658.87 4817.58 3771.86 internal_count=1410585 661050 41787 39226 8097 31129 29290 890 28400 26585 7524 259 151 2561 478 2083 1625 5549 4423 172 1126 171 4251 1923 2328 317 419 23575 20176 15222 is_linear=0 shrinkage=0.03 Tree=650 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 0 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 1 1 split_gain=2.51589 2.30688 11.7614 7.30417 7.9679 5.47157 5.01905 35.7259 9.65672 13.7414 4.89364 11.0747 7.61521 13.121 7.46043 6.41953 11.5484 3.90358 4.72219 8.01841 3.30644 3.43752 2.28766 12.4252 6.78887 4.49721 3.94512 10.8234 8.87271 3.44574 threshold=74.500000000000014 1.5000000000000002 -5.4999999999999991 89063.015625000015 79002.019531250015 1.0000000180025095e-35 16861.583007812504 17792.297851562504 28435.229492187504 31594.402343750004 1.0000000180025095e-35 50102.638671875007 45446.361328125007 35052.082031250007 71819.058593750015 45446.361328125007 35052.082031250007 24919.096679687504 21324.808593750004 23400.180664062504 1.0000000180025095e-35 94085.273437500015 13515.104003906252 13196.084960937502 1.0000000180025095e-35 -1.4999999999999998 11031.315917968752 4432.1855468750009 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -4 22 -8 17 -10 11 12 13 -11 15 16 -12 18 -9 -20 21 -5 23 26 25 -24 27 28 -7 -28 right_child=-2 -3 3 20 -6 6 7 8 9 10 14 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.030421391387320244 0.0062368599371939266 -1.5258723463197858e-05 0.030041748963708655 -0.013192580125332188 -0.021834722837611068 -0.017897836016772167 0.049738775464785952 -0.016677774366574909 0.027009275170018946 -0.029286103436566194 0.016854143681151335 0.013549187766671958 -0.022967565488441945 0.025252761483735627 -0.015828169655342474 0.019419960264008565 -0.03233118717759844 -0.021753370287151606 0.044018297042522796 -0.0091544901130287022 0.00078357768930373912 0.0093207384586064708 -0.017891386604219534 0.05155851761819337 -0.011594400546638099 0.0085612479264316269 -0.001556193009473782 0.026604485133656101 0.0092218988243535274 -0.032413300770859001 leaf_weight=12.64271685387939 58.004066523164511 323210.00687566679 5.2719896724447599 6.3896509408950797 16.11377758346498 25.15534337610006 13.492468724027274 12.828960116952659 18.740544863045216 6.8177839405834701 10.455990396440031 18.245493169873953 30.151522304862738 9.5048584733158332 11.668049678206442 29.902679920196533 7.292853131890296 22.273784950375557 3.9983107633888704 7.0581735745072365 82.937299571931362 136.49437965452671 7.0923876389861098 3.9795516021549693 82.030556112527847 31.361000947654247 6.1868042051792145 11.385816959664224 19.102333277463917 6.8776339851319772 leaf_count=1686 505 1388886 3812 66 193 404 194 187 115 107 89 385 264 205 117 338 110 349 92 97 440 10214 97 71 1377 510 91 328 77 100 internal_value=-1.05342e-05 -1.16531e-05 0.00176631 0.00120273 -0.00115062 -0.000319189 -0.000723794 0.00257712 -0.000790772 0.00306553 -0.000552025 -0.0062568 -0.0140325 0.00247249 0.00567208 0.0109367 -0.0033557 -0.0127191 -0.0042944 0.0100742 0.00554828 0.00831396 -0.00418295 2.02576e-05 -0.00671872 0.00368229 -0.00296483 0.000518432 -0.00619252 -0.0178006 internal_weight=323923 323865 655.453 642.81 416.989 400.875 395.603 202.431 188.939 142.78 124.039 64.7197 46.4742 16.3226 59.3196 47.6515 17.7488 46.1592 23.8854 11.0565 225.821 142.884 193.171 72.6875 120.484 38.4534 68.7079 55.6435 44.2577 13.0644 internal_count=1411506 1411001 22115 20429 9709 9516 5704 2649 2455 1730 1615 961 576 312 654 537 199 725 376 189 10720 10280 3055 1071 1984 607 1000 809 481 191 is_linear=0 shrinkage=0.03 Tree=651 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 0 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 1 2 2 1 1 split_gain=2.36454 2.18164 11.4387 6.90827 7.56271 5.30454 4.74025 34.0427 9.14905 12.9378 4.57794 10.3746 7.01636 6.98782 12.3392 5.91334 11.0565 3.75405 4.46372 7.60776 3.16036 3.26369 2.1816 11.7028 6.46426 4.21147 3.77666 10.3346 8.23138 3.3967 threshold=74.500000000000014 1.5000000000000002 -5.4999999999999991 89063.015625000015 79002.019531250015 1.0000000180025095e-35 16861.583007812504 17792.297851562504 28435.229492187504 31594.402343750004 1.0000000180025095e-35 50102.638671875007 71819.058593750015 45446.361328125007 35052.082031250007 45446.361328125007 35052.082031250007 24919.096679687504 21324.808593750004 23400.180664062504 1.0000000180025095e-35 99992.636718750015 13515.104003906252 13196.084960937502 1.0000000180025095e-35 -1.4999999999999998 11031.315917968752 4432.1855468750009 -1.0000000180025095e-35 -1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -4 22 -8 17 -10 11 13 15 14 -11 16 -12 18 -9 -20 21 -5 23 26 25 -24 27 28 -7 -28 right_child=-2 -3 3 20 -6 6 7 8 9 10 12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.030408920596172482 0.006043038812806361 -1.4800957335943716e-05 0.030040512800845996 -0.011321126713814829 -0.021354021430194246 -0.017090735727897554 0.048831264619733125 -0.016254945467935218 0.026207320300304333 -0.027694170446975599 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19.117365226149563 6.6900115273892862 leaf_count=1686 505 1388886 3812 87 193 404 194 187 115 107 89 385 117 264 205 338 110 349 92 97 440 10193 97 71 1377 510 91 328 77 100 internal_value=-1.02167e-05 -1.1302e-05 0.00172142 0.00117159 -0.00111917 -0.000310009 -0.00070353 0.00250109 -0.000766664 0.00296416 -0.000532726 -0.00604043 0.00547461 -0.0134696 0.00241403 0.0105183 -0.0032755 -0.0124417 -0.00418215 0.00980562 0.00540985 0.0081322 -0.00407723 2.10534e-05 -0.00656949 0.00358467 -0.00287402 0.000504565 -0.00594977 -0.0175141 internal_weight=323921 323863 652.665 640.391 415.705 399.721 394.604 202.373 189.04 143.26 124.526 64.9645 59.5614 46.9395 16.2815 48.0357 17.6775 45.7796 23.7894 11.0206 224.686 141.718 192.231 72.6936 119.537 38.3316 68.7184 55.8334 44.6642 12.885 internal_count=1411506 1411001 22115 20429 9709 9516 5704 2649 2455 1730 1615 961 654 576 312 537 199 725 376 189 10720 10280 3055 1071 1984 607 1000 809 481 191 is_linear=0 shrinkage=0.03 Tree=652 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 1 2 2 1 0 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 split_gain=2.22238 2.17907 5.26625 3.9324 2.13216 2.06299 11.1242 6.533 7.2021 6.75346 5.08387 5.05123 31.8858 9.34905 13.4328 8.18456 7.93999 6.81319 10.5519 8.92209 3.60858 4.21812 7.21048 3.16718 6.78581 3.01959 3.08994 2.43293 4.56156 12.6558 threshold=74.500000000000014 77.500000000000014 13771.215820312502 92.500000000000014 95.500000000000014 1.5000000000000002 -5.4999999999999991 89063.015625000015 75237.886718750015 1.0000000180025095e-35 1.0000000180025095e-35 16861.583007812504 17792.297851562504 28435.229492187504 1.0000000180025095e-35 50102.638671875007 29513.294921875004 45446.361328125007 35052.082031250007 32666.960937500004 24919.096679687504 21324.808593750004 23400.180664062504 68603.160156250015 65050.789062500007 1.0000000180025095e-35 99992.636718750015 52483.353515625007 45446.361328125007 35052.082031250007 decision_type=2 2 2 2 2 2 2 2 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 -1 8 10 -10 -8 -12 -13 20 15 17 -16 18 19 -15 21 -14 -23 24 27 26 -9 28 29 -18 right_child=1 2 3 4 -6 -7 7 25 9 -11 11 12 13 14 16 -17 23 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030396819254714508 0.016435222400957541 -0.015708323858679814 0.017966033232199061 0.0034456841456243148 -0.022917219768707874 -1.4356904950090127e-05 0.03003931459075803 -0.010882194126986834 0.0069386861954516864 -0.028056224218687368 -0.0039737345168522177 0.047963490442532723 -0.015838955974562641 0.0096520900252009371 0.039184666031306041 0.013067193699656896 0.015072851307140762 -0.020910021649895697 0.024882487128374729 -0.052509742889038528 -0.020999934866106053 0.042052225780765784 -0.0086227620272568278 -0.0056226111915047058 0.039766920825070162 0.00073672174091570788 0.0090031716406743026 -0.011448998313925672 0.023769749614050938 -0.032185645689558375 leaf_weight=11.915942114079369 13.463085561990736 10.680883053690193 18.162866450846195 12.258305967319755 3.5637507997453204 323210.19733813405 4.965369210811331 7.4248953517526379 7.1682564690709141 16.134157866239548 191.31862557865679 13.169810484163461 12.711834918707611 4.0951366685330886 8.7143031507730466 14.660304602235554 19.560497418046001 31.145397432148457 9.0825327225029451 4.2190153058618307 21.717778887599707 3.9388241153210384 7.0506759062409401 11.46578263491392 6.7910639494657508 82.997715808451176 133.16208426188678 5.3134040609002104 14.323334515094755 6.8987382724881163 leaf_count=1686 78 64 94 101 168 1388886 3812 87 125 168 3055 194 187 96 35 333 125 264 205 55 349 92 97 104 53 440 10193 64 186 110 internal_value=-9.90877e-06 0.00585546 0.00266653 0.00844144 -0.00249228 -1.09615e-05 0.00167752 0.00114115 -0.00108854 -0.0172911 -0.000123269 -0.000511092 0.00288865 -0.000378629 0.00355018 -0.00657726 0.0123103 -0.0125101 0.00252825 -0.0218919 -0.0121661 -0.00407159 0.00954002 0.00867115 0.01177 0.00527419 0.00795296 0.00764538 0.0101331 0.0027511 internal_weight=323918 58.1289 44.6658 33.9849 15.8221 323860 649.945 638.03 414.445 23.3024 391.142 386.177 194.858 181.689 136.27 63.2024 73.0671 48.5421 17.3967 8.31415 45.4191 23.7013 10.9895 64.3528 52.887 223.585 140.587 46.096 40.7826 26.4592 internal_count=1411506 505 427 363 269 1411001 22115 20429 9709 293 9416 5604 2549 2355 1630 953 677 620 356 151 725 376 189 642 538 10720 10280 485 421 235 is_linear=0 shrinkage=0.03 Tree=653 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 1 2 2 0 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 2 1 split_gain=2.09696 2.05387 4.9804 3.69806 2.04825 1.94817 10.8192 6.17796 6.92216 4.98508 4.21911 30.9515 8.21189 11.4591 4.00273 9.13466 6.23655 5.91449 10.9369 5.04003 10.1573 3.46709 3.9849 6.82726 2.88403 2.93109 2.13662 2.08595 11.0116 6.18339 threshold=74.500000000000014 77.500000000000014 13771.215820312502 92.500000000000014 95.500000000000014 1.5000000000000002 -5.4999999999999991 89063.015625000015 79002.019531250015 1.0000000180025095e-35 16861.583007812504 17792.297851562504 28435.229492187504 31594.402343750004 1.0000000180025095e-35 50102.638671875007 71819.058593750015 45446.361328125007 35052.082031250007 45446.361328125007 35052.082031250007 24919.096679687504 21324.808593750004 23400.180664062504 1.0000000180025095e-35 94085.273437500015 58311.849609375007 13515.104003906252 13196.084960937502 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 -2 -3 -4 -5 6 -1 8 9 -8 27 -12 21 -14 15 17 19 18 -15 20 -16 22 -13 -24 25 -9 -17 28 -11 -29 right_child=1 2 3 4 -6 -7 7 24 -10 10 11 12 13 14 16 26 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.030385076767257206 0.015977914823428741 -0.015355233883188263 0.017432825296848715 0.0033386793714121955 -0.022708697427062524 -1.3926236039493144e-05 0.030038151240018737 -0.011788481211759384 -0.020673871179497941 -0.002662485217431872 0.047133658860921725 -0.015429969566588632 0.024683029169722162 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1388886 3812 66 193 1000 194 187 115 107 89 96 117 264 205 338 110 349 92 97 440 10214 289 607 71 1377 internal_value=-9.61061e-06 0.00569656 0.00259414 0.0082036 -0.00242852 -1.06317e-05 0.00163268 0.00111004 -0.0010572 -0.000289901 -0.000661299 0.00235994 -0.000716726 0.00277829 -0.00048813 -0.00562 0.00510822 -0.0124244 0.00231578 0.00975708 -0.0031135 -0.0118925 -0.00396283 0.00927786 0.0051413 0.00777629 0.0128451 -0.00385529 0.00014074 -0.00631139 internal_weight=323916 57.9514 44.518 33.9181 15.7612 323858 647.982 636.414 413.899 398.318 393.5 202.219 189.216 144.14 125.435 65.4328 60.002 47.8136 16.1991 48.7413 17.5329 45.0769 23.6208 10.9626 222.516 139.489 17.6192 191.281 72.814 118.467 internal_count=1411506 505 427 363 269 1411001 22115 20429 9709 9516 5704 2649 2455 1730 1615 961 654 576 312 537 199 725 376 189 10720 10280 385 3055 1071 1984 is_linear=0 shrinkage=0.03 Tree=654 num_leaves=31 num_cat=0 split_feature=1 1 2 0 1 0 1 2 2 1 0 2 2 2 1 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 split_gain=1.97856 1.93588 4.70985 3.47805 1.9674 1.84141 10.521 5.84137 6.5862 6.55302 4.78094 4.49341 29.0684 7.40362 11.8406 7.35221 7.18597 5.75432 9.49862 7.6619 4.08223 2.7939 6.45863 2.78034 5.94923 2.77023 2.75359 2.78147 2.31293 3.92392 threshold=74.500000000000014 77.500000000000014 13771.215820312502 92.500000000000014 95.500000000000014 1.5000000000000002 -5.4999999999999991 89063.015625000015 75237.886718750015 1.0000000180025095e-35 1.0000000180025095e-35 16861.583007812504 17336.302734375004 28435.229492187504 1.0000000180025095e-35 29513.294921875004 50102.638671875007 45446.361328125007 35052.082031250007 32666.960937500004 24919.096679687504 21324.808593750004 23400.180664062504 68603.160156250015 65050.789062500007 1.0000000180025095e-35 1.0000000180025095e-35 99992.636718750015 52483.353515625007 45446.361328125007 decision_type=2 2 2 2 2 2 2 2 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 -1 8 10 -10 -8 -12 -13 20 16 -16 17 18 19 -15 21 25 -23 24 28 -14 27 -9 29 -17 right_child=1 2 3 4 -6 -7 7 26 9 -11 11 12 13 14 15 23 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.030373681902034357 0.015533198511117155 -0.015008718033566643 0.016916503923908331 0.003235107153432463 -0.022498634756371417 -1.3508438211560788e-05 0.030037021771610495 -0.01011379565361461 0.0069782423876354445 -0.027676417356293715 -0.0037561518305570104 0.04910664756396136 0.0069041467131859035 0.0096888210963098267 0.037463515613088617 0.0024824823482729372 0.012568849993536224 -0.019100726345075512 0.024506478804174881 -0.047025871755932633 -0.020244112585190467 0.040020791339769629 -0.0081200896084172407 -0.005409072389663646 0.036568122426520459 -0.021050447855051103 0.00069269861991961407 0.0086230601715064584 -0.011566253247739708 0.021779352766237912 leaf_weight=11.230431182542814 13.403931580483912 10.520539518445728 18.149893555790186 12.284191396087406 3.4177122823894015 323210.37629044242 4.6765599624486631 7.541427554562687 7.1788152921944866 15.544849455356598 190.4717698097229 11.445971592329441 4.9214697927236566 4.097680529579522 8.6700300872325879 26.357456862926483 14.304077498614786 32.066024839878082 8.6828666534274799 4.4960552752017975 21.204996146261692 3.8948455248028022 7.0447502359747887 11.389222234487532 7.062611609697341 9.0707778558135033 83.05449366569519 130.88124328199774 5.3360342979431143 14.814471393823622 leaf_count=1686 78 64 94 101 168 1388886 3812 87 125 168 3055 133 150 96 35 235 333 264 205 55 349 92 97 104 53 98 440 10193 64 186 internal_value=-9.32138e-06 0.00554182 0.00252364 0.00797239 -0.00236616 -1.03117e-05 0.00159048 0.0010808 -0.00102828 -0.0167284 -0.000113524 -0.000479445 0.00272348 -0.000171075 0.00332317 0.0115148 -0.00615336 -0.0115808 0.00237647 -0.0199831 -0.0105679 -0.00233816 0.0090196 0.00805152 0.0109133 -0.011218 0.00501115 0.00760225 0.00701737 0.00942588 internal_weight=323914 57.7763 44.3723 33.8518 15.7019 323856 645.439 634.209 412.731 22.7237 390.008 385.331 194.859 183.413 137.277 73.6298 63.6467 49.3426 17.2766 8.59374 46.1368 24.9318 10.9396 64.9598 53.5706 13.9922 221.477 138.423 46.508 41.1719 internal_count=1411506 505 427 363 269 1411001 22115 20429 9709 293 9416 5604 2549 2416 1630 677 953 620 356 151 786 437 189 642 538 248 10720 10280 485 421 is_linear=0 shrinkage=0.03 Tree=655 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 1 0 2 2 1 1 1 2 1 2 2 0 1 2 1 0 2 2 1 2 1 1 split_gain=1.79089 6.36044 9.94091 9.77651 5.67353 24.2614 10.2966 7.38189 6.96018 6.46608 4.54455 10.3906 8.76346 6.88121 7.05452 6.75745 82.7196 38.7328 13.8911 53.1934 20.6946 14.7665 23.8169 13.9046 20.507 12.1881 42.7622 11.453 11.4422 10.9317 threshold=1.0619999766349795 14054.634277343752 21922.121093750004 11541.221191406252 9139.0400390625018 10057.160644531252 6.5000000000000009 9587.6123046875018 6.5000000000000009 50.500000000000007 6665.8681640625009 4911.6706542968759 3.5000000000000004 42.500000000000007 11.500000000000002 3618.2971191406255 1.5000000000000002 2661.5908203125005 2404.0227050781255 50.500000000000007 2.5000000000000004 1846.5046997070315 1.5000000000000002 49.500000000000007 2490.8103027343755 2490.8103027343755 1.0000000180025095e-35 1682.390319824219 1.0000000180025095e-35 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 10 6 7 -6 -7 -9 11 13 -13 14 15 17 29 18 21 20 23 27 -23 25 -25 26 -20 -1 -29 -17 right_child=-2 2 -4 -5 5 8 -8 9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.00035148734814200746 -5.0589764319276956e-05 -0.0058508426492036207 0.0010370160769010469 0.0056909229867650657 -0.0061644006186340116 0.00083111173698497993 0.012989651061890381 -0.015626946211895913 0.017045637724536537 -0.034951285378122796 0.0031947332028946667 -0.0048808772545043348 0.014110102752314488 0.01266961322265898 -0.0046912138049649199 -0.0038571797231634211 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1037 174 866 116 6258 2094 391 97 569 252 1012 1226 19477 internal_value=-3.41626e-05 0.00026891 -0.00242268 0.000396679 0.000292094 -0.00310615 -0.0122805 -0.0145469 0.00242927 -0.0198847 0.000388518 0.000292333 -0.00399491 0.000441213 0.000405445 0.000493682 0.00141527 1.81642e-05 0.000343408 0.00477585 -0.00178036 2.67379e-05 -0.00221367 -0.00374898 -0.0123005 0.000333387 0.00814135 0.000740304 0.00494501 0.00284018 internal_weight=323744 16645.4 754.344 15891.1 15583.2 429.966 161.801 148.483 268.166 90.7173 15153.3 14651.1 491.703 14159.4 14118.1 13877.8 4723.44 9154.39 8906.96 593.914 387.357 8313.04 2008.11 358.465 115.83 242.634 103.315 6304.93 533.678 4184.41 internal_count=1410667 74500 3119 71381 70083 1798 679 622 1119 381 68285 66162 2240 63922 63744 62366 23560 38806 37769 2465 1599 35304 8352 1483 488 995 426 26952 2238 20455 is_linear=0 shrinkage=0.03 Tree=656 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 1 0 2 3 1 2 2 1 1 1 2 1 2 2 0 1 2 1 0 2 2 1 split_gain=1.68547 5.98403 9.34874 9.20667 5.339 22.8341 9.69184 6.95864 6.54506 6.04065 4.47522 4.56252 4.36724 4.27486 9.80559 10.7933 6.46502 7.01716 6.84549 79.8598 36.4532 13.0914 50.2077 19.4883 13.8893 22.3992 13.0656 19.2547 11.4896 40.5331 threshold=1.0619999766349795 14054.634277343752 21922.121093750004 11541.221191406252 9139.0400390625018 10057.160644531252 6.5000000000000009 9587.6123046875018 6.5000000000000009 50.500000000000007 17336.302734375004 1.0205000042915346 -2.4999999999999996 6665.8681640625009 4712.1987304687509 3.5000000000000004 42.500000000000007 11.500000000000002 3618.2971191406255 1.5000000000000002 2661.5908203125005 2404.0227050781255 50.500000000000007 2.5000000000000004 1846.5046997070315 1.5000000000000002 49.500000000000007 2490.8103027343755 2490.8103027343755 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 10 4 13 6 7 -6 -7 -9 11 -3 -4 14 16 -16 17 18 20 -20 21 24 23 26 -1 -26 28 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70.629010617733002 26.443708062171936 20.018630355596542 169.38375816494226 154.6683544665575 337.39466193318367 502.24307292699814 545.20959404110909 25.629271849989891 41.27492593228817 239.00542449206114 4113.2185420095921 526.61769989132881 247.36806227266788 40.116210803389549 205.98683133721352 28.864120289683342 1487.9262671768665 520.98893277347088 92.335218712687492 23.593511238694191 139.36123485863209 62.89622737467289 leaf_count=26952 1336167 230 170 1298 241 1009 57 299 110 82 691 649 1379 2123 2452 149 178 1373 20150 3054 1037 174 866 116 6258 2094 391 97 569 252 internal_value=-3.31382e-05 0.00026093 -0.00234951 0.000384917 0.000283429 -0.00301322 -0.0119153 -0.0141174 0.00235627 -0.019303 -0.00567298 -0.00274311 0.00100591 0.000376997 0.000283669 -0.00357083 0.000439999 0.000405129 0.000493431 0.00143216 1.76556e-05 0.000333133 0.00463905 -0.00172735 2.59359e-05 -0.00214638 -0.0036377 -0.0119211 0.000324301 0.00792158 internal_weight=323739 16639.9 754.498 15885.4 15577.8 429.936 161.758 148.411 268.178 90.6476 379.053 209.669 375.445 15147.8 14645.6 570.839 14074.7 14033.5 13794.5 4639.84 9154.62 8907.26 593.153 387.167 8314.1 2008.92 358.302 115.929 242.374 103.012 internal_count=1410667 74500 3119 71381 70083 1798 679 622 1119 381 1570 879 1549 68285 66162 2601 63561 63383 62010 23204 38806 37769 2465 1599 35304 8352 1483 488 995 426 is_linear=0 shrinkage=0.03 Tree=657 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 1 0 2 3 1 1 2 2 1 1 1 0 1 2 1 2 2 0 1 2 1 0 split_gain=1.58627 5.63098 8.79381 8.66993 5.02447 21.4935 9.12372 6.56247 6.15574 5.65217 4.21189 4.28685 4.12899 4.12337 4.02121 9.27126 8.87851 6.48748 6.14876 5.17245 6.2316 4.86474 70.3311 34.2743 12.801 47.2914 19.6522 13.1899 20.4458 12.2799 threshold=1.0619999766349795 14054.634277343752 21922.121093750004 11541.221191406252 9139.0400390625018 10057.160644531252 6.5000000000000009 9587.6123046875018 6.5000000000000009 50.500000000000007 17336.302734375004 1.0205000042915346 -1.4999999999999998 -2.4999999999999996 6665.8681640625009 5561.5637207031259 3.5000000000000004 42.500000000000007 12.500000000000002 50.500000000000007 -1.4999999999999998 3618.2971191406255 1.5000000000000002 2661.5908203125005 2404.0227050781255 50.500000000000007 2.5000000000000004 1846.5046997070315 1.5000000000000002 49.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 10 4 14 6 7 -6 -7 -9 11 12 -3 -4 15 17 19 18 21 -17 -21 23 -23 24 27 26 29 -1 -29 -26 right_child=-2 2 13 -5 5 8 -8 9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 28 -30 -31 leaf_value=0.00068833783942981019 -4.7599810915175384e-05 -0.024468259249431808 0.010353990575061377 0.0053630587838058904 -0.0058006788166285253 0.00078199296185332769 0.012168677482620693 -0.014746827411751109 0.016025264443183404 -0.032802279213301415 -0.0090202328664227144 -0.00010098701383132447 -0.0052321046845134143 -7.8251434054172643e-05 0.0030051273523284379 -0.0030845826585931724 0.02020326693981259 0.012206257712254896 -0.004715107946688152 -0.030547800435401819 -0.0087817253510380118 0.0024695400910066251 -0.0087567864237936763 -0.011005232472917129 0.00031550167051890585 0.016202835712814102 0.022012681420384948 -0.0038983812430600042 0.0029652731427628502 -0.011555397083335634 leaf_weight=6319.6721588373184 307099.39353197668 13.213926240801809 37.932475373148918 307.35957978665829 57.760144099593163 241.73427718877792 13.37481616437435 70.524392232298851 26.452416583895683 20.037703081965446 169.3918729275465 154.67029369622469 41.845767319202423 337.39378467202187 502.30661784112453 159.10831400752068 11.792708873748778 41.615012899041176 212.99199628084898 13.787917613983153 83.71189621090889 4371.1216240823269 567.44294694066048 247.29288329184055 242.09955693781376 205.65639618039131 29.329591616988182 1488.6219243407249 529.55395886301994 116.008255392313 leaf_count=27048 1336167 60 170 1298 241 1009 57 299 110 82 691 649 170 1379 2123 740 63 180 1219 58 352 21305 3305 1037 995 867 118 6258 2129 488 internal_value=-3.21447e-05 0.000253194 -0.00227913 0.000373507 0.000275024 -0.00292322 -0.0115623 -0.0137022 0.0022855 -0.0187418 -0.00550176 -0.00266001 -0.00984864 0.000976087 0.000365822 0.000275265 -0.00524908 0.000378437 0.000344088 -0.00641877 -0.0118598 0.000420421 0.00117963 1.19098e-05 0.000316968 0.0045755 -0.00159643 1.40475e-05 -0.00209741 -0.00353005 internal_weight=323733 16633.8 754.448 15879.4 15572 429.884 161.697 148.322 268.187 90.5621 379.122 209.73 55.0597 375.326 15142.1 14639.8 268.401 14371.4 14329.8 256.608 97.4998 14116.8 4938.56 9178.23 8930.94 593.094 387.437 8337.85 2018.18 358.108 internal_count=1410667 74500 3119 71381 70083 1798 679 622 1119 381 1570 879 230 1549 68285 66162 1213 64949 64769 1150 410 63550 24610 38940 37903 2468 1601 35435 8387 1483 is_linear=0 shrinkage=0.03 Tree=658 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 0 0 1 2 2 2 2 2 1 2 2 2 2 1 0 0 2 2 1 2 2 2 0 1 0 split_gain=1.57405 18.2254 12.3214 29.6071 26.6744 18.0307 34.7559 19.1604 18.832 35.5005 42.6324 18.1657 17.6825 15.6686 13.9438 19.0217 14.7028 13.3741 20.0078 26.0382 15.3558 11.2786 22.384 17.2761 23.3133 13.2261 19.0466 25.8741 15.1014 13.1945 threshold=8.5000000000000018 5.5000000000000009 25796.883789062504 5446.7993164062509 1.0000000180025095e-35 4.5000000000000009 7.5000000000000009 -3.4999999999999996 21324.808593750004 11031.315917968752 6964.4814453125009 24156.202148437504 27583.159179687504 -19.499999999999996 10057.160644531252 8714.5634765625018 10537.723632812502 5009.0314941406259 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 2362.8337402343755 2623.7399902343755 1.0000000180025095e-35 2661.5908203125005 2134.5515136718755 2021.488708496094 6.5000000000000009 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 17 5 -5 7 13 9 10 -8 -10 -4 -7 15 -9 -16 21 -19 20 -20 25 -23 24 -24 26 29 28 -28 -1 right_child=-2 -3 12 4 -6 6 8 14 11 -11 -12 -13 -14 -15 16 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=0.015090695601486938 -5.3489830812623087e-05 -0.010703404305515573 0.0052341856636259005 0.0034753357103504247 -0.0041328535279359863 -0.018370341089519428 -0.012334932453162162 -0.0056991616096208307 0.01678988840760099 -0.0084597146699446676 0.021955949824231734 0.0014548088429886842 0.00049676251736301233 0.012145774846408726 -0.034172035470842264 0.0090576368417360324 -0.008262632283352514 0.015441950490562009 0.004278183842200526 -0.011080642324288313 0.048680489340420227 -0.0084949662554794306 0.01113093552158278 0.0024568967360509048 -0.0026146152181117086 0.0061238287347354483 -0.036687569460849785 0.0011908289936669455 -0.0098706316600017784 0.0013218113111932424 leaf_weight=64.472628809511662 290670.72474582493 138.28307446837425 735.7745858989656 898.78524342970923 2925.2707417309284 18.182559989392757 48.69265304505825 314.50848941504955 149.86585780978203 215.11737024784088 98.92065367102623 129.68015214800835 19553.256301779998 90.589208245277405 20.409703478217125 104.81535218656063 576.5165774077177 133.90503452718258 17.367777317762378 77.381290480494499 11.7536424100399 295.18444438278675 118.23540872335434 1561.7855054438114 1827.6138920905069 545.75358074903488 33.63091579452157 107.3535708039999 43.14412622153759 2201.3841581642628 leaf_count=461 1234458 593 3309 6084 13958 137 206 1407 697 975 439 608 106375 474 92 486 2587 735 73 329 50 1386 612 6773 13334 2700 189 488 186 10466 internal_value=-3.1181e-05 0.000164977 0.000210631 -0.00052498 -0.00215468 1.58027e-05 -0.00174359 -0.00492238 0.00382442 -0.000685234 0.0106445 0.00967601 0.000668564 0.00704462 -0.00620324 -0.00201051 -0.00914851 0.000769562 0.00772353 -0.00198078 0.0221993 0.000523659 -0.000560866 0.000106827 -0.0017794 0.00190036 0.000959555 -0.00831949 -0.0216177 0.00171359 internal_weight=323728 33057.6 32919.4 12630.3 5591.35 2666.08 1767.3 1125.02 642.277 362.731 147.613 279.546 20289 108.772 1016.25 419.324 596.926 7038.97 240.408 106.503 29.1214 6798.56 3802.82 3507.63 1945.85 2995.74 2449.99 184.129 76.775 2265.86 internal_count=1410667 176209 175616 65932 28150 14192 8108 5183 2925 1620 645 1305 109684 611 4572 1893 2679 37782 1187 452 123 36595 22105 20719 13946 14490 11790 863 375 10927 is_linear=0 shrinkage=0.03 Tree=659 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 1 2 1 0 2 3 1 3 1 1 2 2 1 1 1 2 1 2 2 0 1 2 1 2 split_gain=1.49999 5.29828 8.2705 8.16441 4.72862 20.2339 8.58988 6.19132 5.79048 5.29634 3.96582 4.02278 3.89289 4.0027 4.45427 3.83217 3.78272 8.90597 9.91064 5.71995 6.26787 6.126 71.5251 32.5129 14.5556 30.1278 14.5459 13.0507 11.3472 9.5806 threshold=1.0619999766349795 14054.634277343752 21922.121093750004 11541.221191406252 9139.0400390625018 10057.160644531252 6.5000000000000009 9587.6123046875018 6.5000000000000009 50.500000000000007 17336.302734375004 1.0205000042915346 -2.4999999999999996 1.0205000042915346 1.0000000180025095e-35 -1.4999999999999998 6665.8681640625009 4712.1987304687509 2.5000000000000004 42.500000000000007 11.500000000000002 3618.2971191406255 1.5000000000000002 2580.519653320313 2449.139526367188 50.500000000000007 2.5000000000000004 2533.3342285156255 -2.4999999999999996 1846.5046997070315 decision_type=2 2 2 2 2 2 2 2 2 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 10 4 16 6 7 -6 -7 -9 11 15 -4 14 -14 -3 17 19 -19 20 21 23 28 24 29 26 -26 -27 -23 -1 right_child=-2 2 12 -5 5 8 -8 9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31 leaf_value=0.00067742230163841748 -4.5267870141019289e-05 -0.023550807652298208 0.010076075082453126 0.005207769498595991 -0.0056254648409433975 0.00076013816150775015 0.011782002184088463 -0.014325201538069213 0.015542910177816642 -0.031803255422162842 -0.0087479566349308625 -9.6351104423873126e-05 -0.012614519282254006 0.0021964307441712512 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1009 57 299 110 82 691 649 167 929 283 170 2123 2376 225 178 1373 948 3054 1194 878 454 73 158 19202 9097 internal_value=-3.02408e-05 0.000247274 -0.00220909 0.000364016 0.000268452 -0.00283446 -0.0112194 -0.013299 0.00221849 -0.0181983 -0.00533342 -0.00257706 0.000948751 -7.42998e-05 -0.00477643 -0.00953216 0.000356557 0.000268692 -0.00340542 0.000417759 0.000384954 0.000468328 0.00135765 1.85933e-05 0.000339397 0.00611963 -0.000580931 0.0168967 0.00268598 8.38753e-05 internal_weight=323723 16628.7 754.444 15874.3 15567.1 429.811 161.619 148.218 268.192 90.4618 379.234 209.841 375.21 337.392 109.873 55.1679 15137.3 14635 570.619 14064.3 14023.1 13784.9 4629.78 9155.13 8869.53 375.489 231.534 143.954 4108.41 8494.05 internal_count=1410667 74500 3119 71381 70083 1798 679 622 1119 381 1570 879 1549 1379 450 230 68285 66162 2601 63561 63383 62010 23204 38806 37612 1563 951 612 20150 36049 is_linear=0 shrinkage=0.03 Tree=660 num_leaves=31 num_cat=0 split_feature=2 2 3 2 3 3 3 3 2 1 1 0 1 1 1 1 0 3 2 2 2 3 2 2 2 2 2 3 1 3 split_gain=3.72968 16.5105 15.6997 19.1063 14.5764 19.7361 19.4413 26.419 24.6593 22.1767 18.7931 18.0493 37.7801 17.7169 17.2407 16.87 14.1108 11.7205 23.1952 20.8378 21.6983 12.2432 37.0526 93.5575 43.3153 82.1809 27.4667 30.2337 26.3657 22.8089 threshold=3546.369506835938 3118.6667480468755 12.393000125885012 3061.900268554688 1.2994999885559084 1.469500005245209 1.6674999594688418 1.8989999890327456 3346.970825195313 -1.4999999999999998 1.5000000000000002 59.500000000000007 2.5000000000000004 5.5000000000000009 1.0000000180025095e-35 -5.4999999999999991 54.500000000000007 1.8989999890327456 36319.728515625007 71819.058593750015 83842.167968750015 1.532000005245209 14697.978027343752 11817.106933593752 4520.4785156250009 3751.9816894531255 18871.722656250004 1.7404999732971194 1.5000000000000002 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 -1 -4 10 14 9 8 13 -7 -3 12 -11 -8 -6 -9 -12 18 21 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340.95171557366848 560.66916081309319 102.73525158315897 411.11692502349615 774.46350102126598 78.426028415560722 656.86309885978699 169.95209756493568 35.199458569288254 1175.1252130866051 2635.0505164898932 13.356624990701674 121692.45706273202 2311.9447942152619 107.10823833942413 541.28276169300079 3232.6588389128447 800.27327717095613 1188.3163325637579 2388.4491496086121 1446.8740039765835 1913.6268111690879 691.04261333495378 566.86142715811729 1919.2119827345014 leaf_count=606063 144375 1577 13468 68 2837 1597 2337 534 1723 3124 348 2662 684 143 4726 11284 54 542458 9634 452 2431 13725 3292 4848 9762 5927 7885 2859 2485 7914 internal_value=-4.67832e-05 6.09807e-05 -1.23107e-05 0.00223505 0.00138841 0.00170993 0.000837699 0.00210092 0.00625577 -0.0015979 -0.00371722 -0.00307711 -0.000420835 0.0101553 0.00441859 0.000572729 -0.0159056 -0.000142958 -0.000532432 0.00204237 -0.0027104 -0.000696398 -0.00143249 -0.000568127 -0.0015555 -0.000203683 -0.00415952 -0.00721172 -0.0045739 0.00307722 internal_weight=323875 152736 144744 2744.58 7991.74 7518.3 5687 3744.77 1006.99 1942.23 473.449 1601.28 944.416 595.869 1831.29 2737.79 91.7827 171140 49447.4 2960.34 648.391 46487 14147.3 10742.4 9554.06 6598.74 3404.94 1491.32 2955.31 3366.09 internal_count=1411276 653229 619599 13536 33630 31651 24088 16021 4203 8067 1979 6470 3808 2480 7563 11818 402 758047 215589 12517 2883 203072 58697 44661 39813 27566 14036 6151 12247 13841 is_linear=0 shrinkage=0.03 Tree=661 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 3 3 2 0 0 1 1 2 3 2 2 3 1 1 1 0 2 0 1 1 0 1 1 0 split_gain=3.51872 12.1766 27.7382 14.7762 17.9454 14.1721 21.8821 25.7742 26.7502 24.1606 30.8203 15.8005 14.924 14.4095 16.7105 21.6117 13.736 16.1543 28.1125 13.0638 14.3225 14.8187 17.6698 13.3216 12.5291 11.4034 18.6243 17.6096 14.1767 16.1767 threshold=3673.077514648438 3118.6667480468755 1.2994999885559084 12.393000125885012 3061.900268554688 3.4465000629425053 2.3904999494552617 2.1755000352859502 3346.970825195313 63.500000000000007 60.500000000000007 2.5000000000000004 1.0000000180025095e-35 3232.175903320313 28.166500091552738 3473.4255371093755 3178.1462402343755 7.0125000476837167 -1.4999999999999998 -3.4999999999999996 2.5000000000000004 55.500000000000007 3290.9838867187505 51.500000000000007 -7.4999999999999991 2.5000000000000004 37.500000000000007 40.500000000000007 -1.4999999999999998 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 3 19 -1 -5 6 7 9 12 10 25 13 -9 16 -15 -16 17 -7 -19 -3 21 23 -23 -21 -11 28 -27 -28 29 -4 right_child=-2 2 5 4 -6 11 -8 8 -10 24 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-5.40754278028985e-05 -0.0001399657942338642 -0.033702043014585847 -0.0031512098532295958 0.0023477927382109585 -0.030688643825216976 0.0059528949676044768 0.0084994386832531361 0.02451515654281352 -0.015503205121574746 -0.020600159942238037 -0.0042544127777262644 -0.011666363284011235 -0.0047471900834409756 -0.0021057496580439289 0.0032094119863173448 0.055578457438497431 0.01109060112709657 -0.047636639768736402 -0.0010492843241267917 -0.0044408956708633018 -0.017652193598784637 -0.00014290191361037254 -0.033510423673678284 0.0061878873325318107 0.0095212439645110964 -0.00096597898414601743 0.0097025473923299781 -0.014235788293417529 0.00083528980130352637 0.0065681261737876194 leaf_weight=141999.08833621815 169127.98910694884 13.974274113774298 188.47520599514246 2728.9009166713804 14.878923714160917 111.33484089374542 445.89168681949377 27.158249855041504 150.53304067254066 12.789962649345396 742.05692571401596 114.90433208271861 37.133009254932404 1317.6088000386953 22.846738003194332 10.284902263432739 178.14317460358143 15.845748536288736 44.104852512478828 339.99186769127846 65.319428786635399 27.850091278553009 29.320574298501015 154.29052650928497 439.51062847673893 276.52729465067387 549.7518500238657 29.122064709663391 3807.102515861392 845.50930008292198 leaf_count=606063 749653 66 890 13468 68 471 1860 114 637 58 3026 555 155 5759 113 60 780 71 197 1405 295 113 119 637 1794 1112 2228 118 15367 4024 internal_value=-4.53806e-05 5.79992e-05 0.0010706 -1.1941e-05 0.00216864 0.00148066 0.00205277 0.00164823 -0.00858484 0.00196725 0.00149643 -0.000899558 0.00761396 -0.000171893 -0.00157662 0.0194661 0.00525819 -0.000807728 -0.0133629 -0.0050189 -0.00436902 -0.00279563 -0.0172558 -0.00112312 0.00866948 0.00224556 0.00543873 0.00849825 0.00168134 0.00479648 internal_weight=323868 154740 9997.38 144743 2743.78 9366.64 7551.56 7105.67 214.824 6890.85 6438.55 1815.07 64.2913 1700.17 1350.74 33.1316 349.429 171.285 59.9506 630.747 616.772 551.453 57.1707 494.282 452.301 5696.49 855.401 578.874 4841.09 1033.98 internal_count=1411276 661623 42024 619599 13536 39389 31383 29523 906 28617 26765 8006 269 7451 5932 173 1519 739 268 2635 2569 2274 232 2042 1852 23739 3458 2346 20281 4914 is_linear=0 shrinkage=0.03 Tree=662 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 2 2 3 1 1 0 2 0 0 0 0 1 0 3 3 2 2 2 2 3 2 2 2 0 split_gain=3.31084 11.462 26.1103 13.907 16.8607 13.7329 20.9587 13.9767 14.2045 12.2512 13.3984 13.9751 16.7159 12.5355 11.9738 26.0868 19.1831 13.2745 11.4981 11.0448 9.79265 19.7549 17.7296 16.4753 40.286 36.1117 37.0753 126.975 33.7384 28.6148 threshold=3673.077514648438 3118.6667480468755 1.2994999885559084 12.393000125885012 3061.900268554688 1.469500005245209 3473.4255371093755 3407.3515625000005 1.4100000262260439 2.5000000000000004 -3.4999999999999996 55.500000000000007 3290.9838867187505 51.500000000000007 63.500000000000007 67.500000000000014 60.500000000000007 -3.4999999999999996 58.500000000000007 40.666500091552741 1.9854999780654909 36319.728515625007 71819.058593750015 4712.1987304687509 7475.0764160156259 1.532000005245209 11817.106933593752 14697.978027343752 3912.428344726563 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 3 9 -1 19 6 7 -4 -9 10 -3 13 -13 -12 16 -16 17 -7 -8 -5 21 23 -23 28 -25 -26 -27 -28 29 -2 right_child=20 2 5 4 -6 14 18 8 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31 leaf_value=-5.245329609030819e-05 0.00025070840700275001 -0.032276138234891789 0.0039677690302359469 0.0025513447690061171 -0.029718037712984778 0.0059525686370461676 -0.010873273070288151 -0.0091529567925021198 0.01712055467148885 -0.017203270472362819 -0.0043082019941511696 -0.00013861469166878113 -0.032620583174871806 0.0060026365742131991 0.010013419577619982 -0.00027153982760208387 -0.0041268720983378927 0.00058139786770378241 0.0038459879408967701 -0.011054224761830808 1.4998450269248311e-05 0.0029246312215333481 -0.0024516681348168731 -0.0034323602123725269 0.00044015607853951845 -0.0053309779904518505 0.0068883716737359602 -0.0034578656479304958 0.0022148655468694112 -0.0023288957374351408 leaf_weight=141998.91277731955 11119.894285663962 14.151103213429449 1514.8640862554312 2673.2906200438738 14.903537929058073 448.5735456943512 127.27047762274742 21.526373192667961 132.58650612831116 65.017859101295471 339.95043769478798 27.85033705830574 29.218319296836853 154.28074859082699 385.39977383613586 523.34580202028155 742.04072195291519 5391.3782372064888 76.45773121714592 54.800010474398732 117762.63834986085 2575.0782070159912 702.68720618635416 5467.5419165194035 12902.550181165338 2310.9325212836266 1433.5761551558971 4181.4773656800389 4736.6840872392058 5936.1382737755775 leaf_count=606063 50582 66 6255 13116 68 2334 527 90 551 295 1405 113 119 637 1580 2216 3026 22496 314 352 526117 10719 3109 24050 53553 9569 5843 17230 20018 28863 internal_value=-4.40183e-05 5.62636e-05 0.00103888 -1.15827e-05 0.0021042 0.00143678 0.00373458 0.00484342 0.0134507 -0.00487054 -0.00345248 -0.00271261 -0.0167689 -0.00108954 0.000862325 0.00409032 0.000416651 0.000993964 -0.00534924 0.00227805 -0.000135766 -0.000481407 0.00177206 -0.000635005 -0.00114051 -0.000538894 -0.00213267 -0.000816374 -2.50395e-05 -0.00064709 internal_weight=323865 154736 9993.91 144742 2742.99 9363.44 1872.71 1668.98 154.113 630.469 565.451 551.3 57.0687 494.231 7490.74 908.746 6581.99 5839.95 203.728 2728.09 169129 51366.6 3277.77 48088.8 26296.1 20828.5 7925.99 5615.05 21792.7 17056 internal_count=1411276 661623 42024 619599 13536 39389 7737 6896 641 2635 2340 2274 232 2042 31652 3796 27856 24830 841 13468 749653 223536 13828 209708 110245 86195 32642 23073 99463 79445 is_linear=0 shrinkage=0.03 Tree=663 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 3 0 1 2 3 2 2 3 1 0 3 0 0 1 2 1 1 1 0 2 0 1 0 1 1 split_gain=3.11547 10.7883 24.578 13.09 15.8464 13.0618 21.3956 14.9278 13.5605 15.7638 20.5669 12.9446 15.1608 26.0155 12.8595 22.5233 21.3678 27.3591 19.8935 25.2613 11.7893 11.6152 12.4252 13.1832 15.8241 11.7959 10.7683 17.338 16.5833 13.11 threshold=3673.077514648438 3118.6667480468755 1.2994999885559084 12.393000125885012 3061.900268554688 3.4465000629425053 73.500000000000014 2.5000000000000004 3232.175903320313 28.166500091552738 3473.4255371093755 3178.1462402343755 7.0125000476837167 -1.4999999999999998 29.500000000000004 2.1755000352859502 63.500000000000007 60.500000000000007 1.0000000180025095e-35 3346.970825195313 -7.4999999999999991 2.5000000000000004 -3.4999999999999996 55.500000000000007 3290.9838867187505 51.500000000000007 2.5000000000000004 37.500000000000007 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=1 3 21 -1 -5 6 14 8 11 -10 -11 12 -7 -14 -4 16 17 26 19 -17 -18 22 -3 25 -25 -24 29 -28 -29 -16 right_child=-2 2 5 4 -6 7 -8 -9 9 10 -12 -13 13 -15 15 18 20 -19 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31 leaf_value=-5.0879694283434521e-05 -0.00013170215422458775 -0.030941503213934324 0.0074737327965251508 0.0022105582541359589 -0.028788043402443304 0.0057557031360424378 0.02016661729721057 -0.011381659147434602 -0.0020616539948716014 0.0030954884160093979 0.054327502160701195 0.010749578868364968 -0.045641504752481597 -0.0010344274780117778 0.0045739971724116464 0.024111570859304314 -0.020171410710750681 -0.0040031852145918133 -0.013388520614828646 -0.008124153562105418 0.0089936023839602836 -0.016765855270438758 -0.0041794938938452689 -0.00013445329675771051 -0.031768289693724069 0.0058230191355486396 -0.0009544441816341058 0.0093469986219140017 -0.013883757427655732 0.00075999440938889621 leaf_weight=141998.7421455197 169119.9812987679 14.316061556339262 343.46696830540895 2727.0428289044648 14.923131510615347 111.35903640091419 57.544207990169525 114.38771533221006 1317.5370251834393 22.832136884331703 10.204004440456627 177.97141072154045 16.048814982175827 44.104579210281372 1030.7584860250354 34.923925086855888 12.838921472430227 742.01892541348934 165.80640652775764 58.572781100869179 438.91676478087902 64.71733558177948 339.90733373165131 27.850574865937233 29.103860557079315 154.26869803667068 276.52649873495102 549.48669691383839 29.121554791927338 3806.4662133455276 leaf_count=606063 749653 66 1437 13468 68 471 237 555 5759 113 60 780 71 197 4914 146 58 3026 699 247 1794 295 1405 113 119 637 1112 2228 118 15367 internal_value=-4.26997e-05 5.4579e-05 0.00100803 -1.12351e-05 0.00204185 0.00139409 0.00194359 -0.000891314 -0.000185475 -0.00154843 0.0189197 0.00508164 -0.000799741 -0.0129355 0.00180356 0.00153101 0.00185785 0.00141505 -0.00714872 0.00391689 0.00816473 -0.0047268 -0.00334889 -0.00263215 -0.0162994 -0.00105697 0.00212133 0.00522468 0.00817779 0.00157272 internal_weight=323852 154732 9991.06 144741 2741.97 9360.89 7546.45 1814.44 1700.06 1350.57 33.0361 349.484 171.512 60.1534 7488.9 7145.44 6886.13 6434.38 259.303 93.4967 451.756 630.164 565.447 551.13 56.9544 494.176 5692.36 855.135 578.608 4837.22 internal_count=1411276 661623 42024 619599 13536 39389 31383 8006 7451 5932 173 1519 739 268 31146 29709 28617 26765 1092 393 1852 2635 2340 2274 232 2042 23739 3458 2346 20281 is_linear=0 shrinkage=0.03 Tree=664 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 2 3 3 2 1 1 0 2 0 0 0 0 0 1 3 0 0 1 2 0 1 3 2 2 2 split_gain=2.93139 10.1552 23.1371 12.6098 19.7237 13.1636 13.399 12.3198 14.8972 11.0116 11.5352 12.4394 14.9889 11.1001 10.818 10.6022 23.6332 16.9113 12.1806 10.408 9.38006 13.4057 11.4265 10.1463 9.85577 10.0091 9.21626 18.5906 16.6845 15.505 threshold=3673.077514648438 3118.6667480468755 1.2994999885559084 1.469500005245209 3473.4255371093755 3407.3515625000005 1.4100000262260439 12.393000125885012 3061.900268554688 2.5000000000000004 -3.4999999999999996 55.500000000000007 3290.9838867187505 51.500000000000007 58.500000000000007 63.500000000000007 67.500000000000014 60.500000000000007 -3.4999999999999996 40.666500091552741 34.500000000000007 39.500000000000007 -5.4999999999999991 3346.970825195313 17.500000000000004 -8.4999999999999982 1.9854999780654909 36319.728515625007 71819.058593750015 4712.1987304687509 decision_type=2 2 2 2 2 2 2 2 2 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 9 4 5 -4 -7 -1 19 10 -3 13 -13 -12 -6 17 -17 18 20 -9 22 -22 23 24 -5 -26 27 29 -29 -2 right_child=26 2 3 15 14 6 -8 8 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-4.9353362478352591e-05 -2.0345266650591028e-05 -0.029689180397468679 0.003782682416962912 0.0052976388469713328 -0.010607787275112692 -0.0089439622051909213 0.016570950475333281 0.0024100766130629721 -0.02789595855416474 -0.01633953978411172 -0.0040546486925981647 -0.00013042057442348809 -0.030950602399182025 0.0056488529797695548 0.0036712676377775315 0.0094844701074515182 -0.00031048630551129373 -0.0038832319552400472 0.00053065198665262249 -0.010810084020898688 0.013700462393901906 -0.0022778830896425248 0.0089776572026741691 0.0014670248306201522 -0.011572359595658851 -0.046950441200190783 1.8499350414300268e-05 0.0028413417449593562 -0.002374292157320052 -0.0011025704849205562 leaf_weight=141998.57649369165 21789.048201814294 14.469914242625235 1513.8019568249583 12.339509442448614 127.38700838387012 21.542033314704895 132.20325838774443 2671.5788122341037 14.938105672597883 64.418289542198181 339.8627797961235 27.850805714726448 28.978471487760544 154.25459690392017 76.385953232645988 384.8026929795742 523.03491752967238 741.99208135902882 5389.8120738826692 54.693998567759991 183.67116551846266 63.628226161003113 87.298310041427612 70.158368587493896 16.895484380424023 12.538516208529474 117763.83430132375 2574.6330245807767 702.65079606324434 26290.950871288776 leaf_count=606063 99463 66 6255 74 527 90 551 13116 68 295 1405 113 119 637 314 1580 2216 3026 22496 352 989 335 414 367 92 63 526117 10719 3109 110245 internal_value=-4.14183e-05 5.29449e-05 0.000978177 0.00135279 0.00355548 0.00463213 0.0129959 -1.08979e-05 0.00198115 -0.00458749 -0.00324857 -0.00255414 -0.0158463 -0.00102539 -0.00525517 0.000802186 0.00384128 0.000382779 0.00092513 0.00214486 0.00568666 0.00958936 0.000842338 -0.00550259 -0.017208 -0.026643 -0.00012775 -0.000463105 0.00172311 -0.000612124 internal_weight=323848 154727 9987.33 9357.49 1871.32 1667.55 153.745 144740 2741.21 629.835 565.417 550.947 56.8293 494.117 203.773 7486.17 907.838 6578.33 5836.34 2726.27 446.53 247.299 199.23 111.932 41.7735 29.434 169121 51357.3 3277.28 48080 internal_count=1411276 661623 42024 39389 7737 6896 641 619599 13536 2635 2340 2274 232 2042 841 31652 3796 27856 24830 13468 2334 1324 1010 596 229 155 749653 223536 13828 209708 is_linear=0 shrinkage=0.03 Tree=665 num_leaves=31 num_cat=0 split_feature=3 0 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 1 1 2 2 split_gain=1.93505 4.69866 17.0771 16.8267 22.0166 11.0568 10.0751 13.0753 8.37796 13.8005 10.8199 11.4314 9.61759 9.31724 15.7928 9.20438 9.01159 10.5805 10.4317 8.94914 13.5164 8.61304 8.44518 8.04172 7.57571 24.0017 24.7138 13.6812 46.0676 22.4401 threshold=1.0619999766349795 49.500000000000007 271.27960205078131 1.0000000180025095e-35 460.37582397460943 246.96897125244143 12667.155273437502 11270.709472656252 468.30728149414068 997.99557495117199 1846.5046997070315 1748.5217285156252 310.97680664062506 855.65197753906261 518.40026855468761 2021.488708496094 1572.3760986328127 1087.538757324219 1.5000000000000002 1.5000000000000002 1682.390319824219 2180.0605468750005 8.5000000000000018 346.46589660644537 2321.0456542968755 2180.0605468750005 1.5000000000000002 1.5000000000000002 2533.3342285156255 4432.1855468750009 decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -1 7 8 12 13 11 16 -5 14 -10 -12 17 18 -11 -18 -21 22 -17 -4 25 -3 -27 -26 -29 -30 right_child=-2 24 3 6 -6 -7 -8 -9 9 10 15 -13 -14 -15 -16 21 19 -19 -20 20 -22 -23 -24 -25 27 26 -28 28 29 -31 leaf_value=0.0017618724209713893 -4.3902487434545032e-05 0.00043670842709831375 -0.0096326090970131548 -0.016607505456243205 0.0011041023583731522 0.016524640457336589 0.0036926836578944642 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5392.1810877770185 383.81279733777046 120.18061344325542 130.29978731274605 419.09781254082918 372.669035166502 leaf_count=6091 1335473 20498 82 60 6967 201 641 99 365 116 370 246 168 263 201 355 175 166 72 98 125 4995 59 69 25334 1601 484 529 2480 1605 internal_value=-2.68218e-05 0.000288342 -0.000480971 -0.00161296 0.000585073 0.0022356 -0.00356591 -0.00423462 -0.00392929 -0.00426633 -0.00336155 0.00268969 0.00932711 -0.0126073 -0.00826504 -0.0044454 -0.00143153 0.00657427 -0.00581738 -0.00759573 -0.0159114 -0.00372701 0.00459435 -0.0224159 0.000618845 -0.000215211 -0.00644418 0.00132151 -0.00205543 -0.00477569 internal_weight=323513 16631.8 4997.96 3527.9 1659.8 1470.07 1868.1 1710.51 1687.64 1645.8 1484.75 225.539 41.8433 161.056 118.237 1259.21 164.347 71.4939 33.2087 92.8533 51.6658 1167.61 102.153 36.6278 11633.8 5319.56 503.993 6314.25 922.067 791.767 internal_count=1409988 74515 21984 15692 7118 6292 8574 7933 7834 7606 6777 998 228 829 566 5779 752 354 188 398 223 5409 414 151 52531 22583 2085 29948 4614 4085 is_linear=0 shrinkage=0.03 Tree=666 num_leaves=31 num_cat=0 split_feature=3 0 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 1 1 split_gain=1.82049 4.42401 16.0767 15.8623 20.7455 10.3947 9.50647 16.709 7.8781 13.1303 10.1895 10.7497 9.02435 14.9737 9.01687 8.67226 8.48997 9.91273 9.8423 8.48155 12.9794 8.11304 7.95623 7.5964 7.42116 14.7989 7.69899 22.5655 23.228 12.5533 threshold=1.0619999766349795 49.500000000000007 271.27960205078131 1.0000000180025095e-35 460.37582397460943 246.96897125244143 12367.713378906252 11270.709472656252 468.30728149414068 997.99557495117199 1846.5046997070315 1748.5217285156252 855.65197753906261 518.40026855468761 310.97680664062506 2021.488708496094 1572.3760986328127 1087.538757324219 1.5000000000000002 1.5000000000000002 1682.390319824219 2180.0605468750005 8.5000000000000018 346.46589660644537 14054.634277343752 11541.221191406252 2321.0456542968755 2180.0605468750005 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 5 4 23 -1 7 8 14 12 11 16 13 -10 -5 -12 17 18 -11 -18 -21 22 -17 -4 25 26 27 -3 -29 -28 right_child=-2 24 3 6 -6 -7 -8 -9 9 10 15 -13 -14 -15 -16 21 19 -19 -20 20 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.00170886961945768 -4.258538452621641e-05 0.00042360057133946049 -0.0093516753209361633 -0.016268900059177072 0.0010712012164037252 0.016018281145495354 0.0034738020453694268 -0.032817309093257474 -0.016261581224661755 -0.017619267688174605 -0.0132115505427053 0.013337039883953867 -0.024212808220548082 0.0058749814936080611 0.016660172856199782 0.0078126498582219359 0.0027486271375570916 0.016731798789360635 0.016695378210295243 -0.033678966958950014 -0.0030014373300551989 -0.004394765210212293 -0.01642127871330255 -0.036821634373739379 -0.0028822566556544844 0.0083401812316216597 0.0019543553860336847 -0.0098466844379509286 0.0052646073380304996 -0.0022015411366430038 leaf_weight=1423.013611190021 306881.18990201404 4815.6384376585484 20.03112681210041 9.7470200657844526 1622.8408245295286 47.204527124762535 162.28236842155457 18.07320448756218 74.099278166890144 21.582743227481842 91.483500793576241 61.230520308017731 42.204073175787926 43.731980964541435 32.235995195806026 88.016589686274529 41.212872445583344 38.445939257740974 11.547913983464239 20.970232933759689 30.415678903460503 1064.1000713035464 14.153414294123648 16.542200371623039 525.76167843490839 227.37457195669413 4799.6413450688124 384.19733045995235 120.18747301399708 757.36368719488382 leaf_count=6091 1335473 20498 82 60 6967 201 660 80 365 116 370 246 263 201 168 355 175 166 72 98 125 4995 59 69 2178 971 22844 1601 484 3955 internal_value=-2.60211e-05 0.000279734 -0.000466993 -0.00156615 0.000567642 0.0021683 -0.00346418 -0.00412522 -0.0038175 -0.00414537 -0.00326447 0.00260934 -0.0123093 -0.0080458 0.00901517 -0.00431713 -0.00139164 0.00636792 -0.00565867 -0.0073896 -0.0155207 -0.00361944 0.00445557 -0.0217764 0.000600454 0.00076535 0.000607005 -0.000208725 -0.00624589 0.00138795 internal_weight=323507 16625.3 4995.17 3524.95 1659.41 1470.22 1865.53 1703.25 1685.18 1643.19 1483.16 225.406 160.035 117.831 41.983 1257.75 164.175 71.5766 33.1307 92.5988 51.3859 1166.27 102.17 36.5733 11630.2 11104.4 10877 5320.02 504.385 5557.01 internal_count=1409988 74515 21984 15692 7118 6292 8574 7914 7834 7606 6777 998 829 566 228 5779 752 354 188 398 223 5409 414 151 52531 50353 49382 22583 2085 26799 is_linear=0 shrinkage=0.03 Tree=667 num_leaves=31 num_cat=0 split_feature=3 0 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 1 2 2 2 2 2 2 1 split_gain=1.71278 4.16524 15.135 14.9533 19.5527 9.7739 8.95977 15.9258 7.40882 12.4912 9.59565 10.1098 8.73833 14.1965 8.45678 8.17184 7.99935 9.28982 9.28831 8.03909 12.4684 7.64191 7.49601 7.32904 7.18419 6.98253 13.9532 7.24797 21.2165 21.8334 threshold=1.0619999766349795 49.500000000000007 271.27960205078131 1.0000000180025095e-35 460.37582397460943 246.96897125244143 12367.713378906252 11270.709472656252 468.30728149414068 997.99557495117199 1846.5046997070315 1748.5217285156252 855.65197753906261 518.40026855468761 310.97680664062506 2021.488708496094 1572.3760986328127 1087.538757324219 1.5000000000000002 1.5000000000000002 1682.390319824219 2180.0605468750005 8.5000000000000018 607.01678466796886 346.46589660644537 14054.634277343752 11541.221191406252 2321.0456542968755 2180.0605468750005 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 5 4 24 -1 7 8 14 12 11 16 13 -10 -5 -12 17 18 -11 -18 -21 22 -17 -15 -4 26 27 28 -3 -30 right_child=-2 25 3 6 -6 -7 -8 -9 9 10 15 -13 -14 23 -16 21 19 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0016574677533757319 -4.130779595173094e-05 0.00041088650197475002 -0.009079095095845249 -0.01593540634917115 0.0010392749640281849 0.01552946558466033 0.0033682475443686118 -0.032164423838157256 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525.8364120349288 226.97877371311188 5554.6243848875165 384.55305333435535 120.19246776401997 leaf_count=6091 1335473 20498 82 60 6967 201 660 80 365 116 370 246 263 54 168 355 175 166 72 98 125 4995 59 147 69 2178 971 26799 1601 484 internal_value=-2.52433e-05 0.000271377 -0.000453428 -0.00152071 0.000550728 0.00210305 -0.00336539 -0.00400821 -0.00370887 -0.00402781 -0.00317018 0.00253164 -0.0120178 -0.00783222 0.00871559 -0.00419248 -0.00135297 0.00616909 -0.00550447 -0.00718936 -0.0151408 -0.0035149 0.0043212 0.00568717 -0.0211608 0.000582566 0.000742559 0.000588908 -0.000202437 -0.00605408 internal_weight=323502 16620.2 4992.34 3521.98 1659.03 1470.36 1862.95 1700.61 1682.72 1640.6 1481.58 225.252 159.029 117.429 42.1143 1256.32 163.99 71.6481 33.0513 92.3414 51.1041 1164.96 102.182 43.8195 36.5095 11627.9 11102.1 10875.1 5320.45 504.746 internal_count=1409988 74515 21984 15692 7118 6292 8574 7914 7834 7606 6777 998 829 566 228 5779 752 354 188 398 223 5409 414 201 151 52531 50353 49382 22583 2085 is_linear=0 shrinkage=0.03 Tree=668 num_leaves=31 num_cat=0 split_feature=3 0 1 2 2 2 1 1 2 2 2 2 1 2 1 0 1 2 2 2 2 2 2 2 2 2 0 2 2 2 split_gain=1.61131 4.01048 12.7526 36.0639 17.8774 31.4582 19.6199 16.658 11.6855 18.3772 11.7484 17.4653 16.9253 11.0676 10.7881 10.2384 8.93601 8.7383 8.43612 8.13885 9.52869 8.05166 14.8946 9.91499 8.02324 8.73141 7.91465 8.26815 15.7144 11.3053 threshold=1.0619999766349795 50.500000000000007 1.0000000180025095e-35 252.50982666015628 3618.2971191406255 3751.9816894531255 -2.4999999999999996 -2.4999999999999996 5947.2192382812509 7475.0764160156259 2580.519653320313 3290.9838867187505 2.5000000000000004 174.66455078125003 1.0000000180025095e-35 49.500000000000007 1.5000000000000002 164.59277343750003 356.29209899902349 14054.634277343752 145.45140075683597 12367.713378906252 11270.709472656252 10057.160644531252 142.59513854980472 87.386707305908217 49.500000000000007 5947.2192382812509 4520.4785156250009 14054.634277343752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 6 7 -1 -6 10 -10 12 -12 -5 17 -3 -9 -13 -4 -14 20 24 22 23 -11 25 -16 -7 28 -28 -29 right_child=-2 14 3 8 5 26 -8 15 9 21 11 16 18 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31 leaf_value=0.0037057281897214631 -4.0068526627136678e-05 -0.00045849892171473188 0.0016570138814628035 -0.0037770670343812212 -0.0047425552817476494 0.0015618148274782397 -0.0019436489751269452 0.0032899528447775605 0.01206114054075888 -0.0059519606923690346 -0.020941247207096628 -0.0026687736249893742 -0.018538189610313879 0.0070215777639367769 -0.0033420172462528233 0.0090458679695138416 -0.008194748454571979 -0.017886849782901986 0.0029767337042095141 -0.0047721844110632586 0.0030016861669273226 0.0021451756765419024 -0.02477844422528484 0.0064296636879365076 -0.0047706879353110439 0.013346429761688478 0.0022752154021622928 0.0023218483646716285 -0.019557934265791065 -0.0095889423254239062 leaf_weight=735.11855301260948 306881.68942950474 2919.2596851065755 930.73141968995333 1413.1468367427588 120.04462277889252 402.6863354742527 2236.5942333936691 434.41101169586182 110.27946819365025 208.52677251398563 64.884130716323853 646.37547346949577 16.902065634727478 430.48278139531612 58.415139570832253 773.09513625502586 444.4774020165205 21.055420473217964 554.75796463340521 150.19547303020954 2736.9213077574968 322.72191880643368 29.777505964040756 80.747132733464241 276.16218005120754 54.578944139182568 49.410870745778084 212.22883446514606 74.259503781795502 108.32936637103558 leaf_count=3434 1335473 12969 4213 5985 573 1646 9128 1975 545 892 279 2935 97 1794 254 5258 2735 101 2376 611 11538 1313 129 344 1252 246 224 908 307 454 internal_value=-2.44888e-05 0.000263244 -9.61176e-05 -0.00113269 0.00096638 0.00303347 -0.000546151 0.00591555 -0.00261088 0.000748066 -0.00341523 -0.00581981 -0.00201507 0.00303001 0.000867701 0.00697513 -0.00492038 0.00122466 0.00234061 0.00204938 0.00237713 -0.00119592 -0.00457546 -0.00249579 -0.00201532 0.00471892 -0.00148424 -0.00424543 -0.0108348 -0.00170328 internal_weight=323498 16616.6 10421 5274.87 5146.18 2174.47 2971.71 1327.55 3892.6 752.053 3140.54 1155.74 1984.81 1382.27 6195.53 1207.51 1090.85 951.787 571.66 3276.27 3126.08 641.773 319.051 289.274 389.156 112.994 846.915 444.229 123.67 320.558 internal_count=1409988 74515 47645 23738 23907 11345 12562 7806 17630 3223 14407 5949 8458 6108 26870 7233 5670 4314 2473 13901 13290 2678 1365 1236 1752 500 3539 1893 531 1362 is_linear=0 shrinkage=0.03 Tree=669 num_leaves=31 num_cat=0 split_feature=3 0 1 2 2 2 1 1 2 2 2 2 1 2 1 0 1 2 2 0 2 2 2 2 2 2 0 0 2 2 split_gain=1.51654 3.77197 12.0112 33.9491 16.8633 29.7322 18.4723 15.7489 11.0147 17.2066 11.1187 16.5398 15.9331 10.4035 10.1477 9.77286 8.49436 8.28316 8.17866 8.66936 7.6569 9.0127 8.0999 7.58802 18.4337 9.33419 7.45969 7.44257 7.75857 14.7147 threshold=1.0619999766349795 50.500000000000007 1.0000000180025095e-35 252.50982666015628 3618.2971191406255 3751.9816894531255 -2.4999999999999996 -2.4999999999999996 5947.2192382812509 7475.0764160156259 2580.519653320313 3290.9838867187505 2.5000000000000004 174.66455078125003 1.0000000180025095e-35 49.500000000000007 1.5000000000000002 152.83950042724612 2134.5515136718755 49.500000000000007 14054.634277343752 177.71882629394534 182.51656341552737 12078.030273437502 11270.709472656252 10057.160644531252 49.500000000000007 49.500000000000007 5947.2192382812509 4520.4785156250009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 13 6 7 -1 -6 10 -10 12 -12 -5 17 -3 -9 -13 -4 19 -14 21 -16 -23 24 25 -11 -15 -7 29 -29 right_child=-2 14 3 8 5 27 -8 15 9 23 11 16 18 26 20 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0035991485118972372 -3.8866463395997623e-05 -0.00044469090103306438 0.0016870124171971636 -0.0036658304039530998 -0.0045917686702487441 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2601.1752591282129 328.73005275428295 23.652832746505737 80.853813394904137 222.25946395099163 49.372522324323654 320.58827781677246 74.495863899588585 leaf_count=3434 1335473 12969 4174 5985 573 1646 9128 1975 545 892 279 2935 811 869 2276 5258 2735 140 862 800 611 97 10917 1338 104 344 925 224 1362 307 internal_value=-2.37548e-05 0.000255448 -9.33003e-05 -0.00109945 0.000938474 0.00294902 -0.000529837 0.00575921 -0.00253499 0.000725117 -0.00331686 -0.00566005 -0.00195541 0.00293775 0.0008415 0.0067944 -0.00478467 0.00118748 0.00227018 -0.000494411 0.0019874 0.0023052 0.00301047 -0.00116076 -0.00450602 -0.00242264 0.00680617 -0.00143929 -0.00411574 -0.0104924 internal_weight=323492 16609.7 10413.1 5272 5141.09 2169.89 2971.2 1322.79 3889.12 752.296 3136.82 1152.77 1984.05 1382.88 6196.64 1202.53 1088.2 952.102 571.688 358.739 3277.04 3126.86 2623.77 641.466 312.736 289.084 430.779 847.093 444.457 123.868 internal_count=1409988 74515 47645 23738 23907 11345 12562 7806 17630 3223 14407 5949 8458 6108 26870 7233 5670 4314 2473 1611 13901 13290 11014 2678 1340 1236 1794 3539 1893 531 is_linear=0 shrinkage=0.03 Tree=670 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 3 0 2 1 1 2 1 3 0 0 2 2 0 0 1 0 2 1 3 0 0 2 1 0 2 split_gain=1.36386 12.7413 20.7916 21.024 77.6411 43.642 36.6701 50.3173 28.2278 32.46 28.0185 34.8208 28.4365 24.7915 20.1143 16.5238 20.0526 37.379 14.8862 15.8527 37.2833 17.5402 14.6323 13.8271 13.0401 12.5657 13.2378 12.0351 11.9984 13.2104 threshold=2623.7399902343755 1896.9642333984377 17.333499908447269 3.4465000629425053 2.0774999856948857 5.0659999847412118 58.500000000000007 2272.6494140625005 -8.4999999999999982 1.5000000000000002 2134.5515136718755 1.5000000000000002 6.4175000190734872 47.500000000000007 65.500000000000014 2580.519653320313 2225.1726074218755 25.500000000000004 41.500000000000007 5.5000000000000009 54.500000000000007 2272.6494140625005 1.0000000180025095e-35 1.1510000228881838 4.5000000000000009 27.500000000000004 1957.453552246094 -16.499999999999996 47.500000000000007 2362.8337402343755 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 14 13 -10 12 -12 -7 -3 -8 16 17 -6 -11 28 21 23 24 -21 -4 -19 -27 -15 29 -20 right_child=-2 2 22 5 15 10 7 -9 9 18 11 -13 -14 27 -16 -17 -18 25 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=7.1893521721735513e-05 8.435918537295975e-05 0.015518775642333411 -0.037416408786377892 0.0071447517313298582 0.0058541376146597863 -0.024380341269325527 0.02267610109923663 0.00058138589735391038 -0.0020877011482186981 -0.0054116156820931145 0.0034568879953691379 -0.011265128889030461 -0.0037929525981664717 -0.012012793253761886 0.0024666077483818027 0.0063877170236542845 -0.012126315850133481 -0.016227227086789524 0.003294903289179646 0.00096004409596185962 -0.013068068592996753 0.0056178181398908785 -0.0023193290635419163 -0.010088330896804684 -0.012230539679928742 0.0041923677971516344 -0.0091310545946529376 0.0048491798855023567 0.0019617209531276069 0.011920531213724737 leaf_weight=116271.99741956964 190409.60817636264 176.47460189461708 23.12181219086051 896.8762730807066 207.61112160980701 67.299077749252319 175.94613695144653 468.90006501972675 8033.8688368052244 266.59171988070011 1182.1813462004066 164.7425280213356 587.60316572338343 54.955967172980309 59.249790355563164 72.124510020017624 666.4081676453352 158.04460614919662 383.67446631193161 320.34291003644466 188.18662133812904 475.26023758947849 120.25380786135793 149.53653673827648 92.59273723512888 85.997686758637428 305.68806697428226 124.1727896630764 1377.3252544403076 273.86466233432293 leaf_count=499624 839518 1090 134 3729 863 295 715 1913 33337 1072 5453 741 2677 275 240 302 2789 657 1537 1308 787 1927 539 612 477 362 1295 671 5523 1096 internal_value=3.28216e-05 -4.07241e-05 -0.000803843 -0.000680529 -0.00116126 0.00164531 -0.000389954 0.00626126 -0.000786012 -0.00104412 -0.000818604 0.00165624 -0.00590855 0.00753826 0.017585 -0.00762118 -0.00833085 -0.00499109 0.00139679 0.0019697 -0.000873836 0.00155416 -0.00964749 -0.00255604 -0.0172631 -0.0090869 -0.00620579 -0.000324004 0.00355341 0.00688747 internal_weight=323841 133431 17158.9 16922.9 14024.2 2898.7 12528.4 704.096 11824.3 11468.7 2001.83 1346.92 654.902 355.603 235.196 1495.87 1423.75 757.341 3434.78 3168.19 1133.33 945.14 235.968 469.879 115.715 549.73 391.686 179.129 2034.86 657.539 internal_count=1411558 572040 72416 71266 58371 12895 52103 2868 49235 47199 9166 6194 2972 2036 955 6268 5966 3177 13862 12790 4634 3847 1150 1920 611 2314 1657 946 8156 2633 is_linear=0 shrinkage=0.03 Tree=671 num_leaves=31 num_cat=0 split_feature=2 3 1 2 2 3 3 0 2 2 1 0 1 2 0 0 1 2 2 2 1 2 0 0 1 0 1 1 0 2 split_gain=1.3497 8.63753 12.2774 21.8242 15.0118 13.8343 11.8247 11.3866 13.3589 15.8019 11.7172 9.81088 12.6928 15.6655 15.3832 15.1316 11.8043 10.3316 10.0796 9.33015 9.01216 8.99882 22.4354 45.7588 28.7219 17.0888 13.574 12.1286 24.2537 11.4551 threshold=436.96165466308599 7.0125000476837167 -1.4999999999999998 297.03073120117193 356.29209899902349 8.545499801635744 12.393000125885012 17.500000000000004 235.10141754150393 184.66258239746097 3.5000000000000004 47.500000000000007 -2.4999999999999996 239.406120300293 31.500000000000004 41.500000000000007 -11.499999999999998 381.33543395996099 192.42346954345706 356.29209899902349 1.0000000180025095e-35 394.01574707031256 28.500000000000004 33.500000000000007 6.5000000000000009 21.500000000000004 1.0000000180025095e-35 2.5000000000000004 25.500000000000004 265.23049926757818 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -3 5 -4 -7 8 9 20 -10 12 13 16 -15 -16 18 19 -9 -13 -1 27 25 26 -25 -23 -24 -14 -29 -30 right_child=-2 2 4 -5 -6 6 -8 11 10 -11 -12 17 21 14 15 -17 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 28 29 -31 leaf_value=0.01453548360975513 6.1095061985775559e-05 -0.027881275008187212 -0.011828357417117363 0.023297032482175566 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32.23565150052309 59.372043460607529 226.94917583465576 386.19770821928978 22.501196622848511 2030.3749144226313 290.65404787659645 162.46400688588619 1817.1488455832005 1146.0396640077233 leaf_count=180 1154012 64 204 186 828 156 210 273 3697 123 59 90275 108154 3827 4054 527 6726 5347 321 3366 182 250 918 1607 118 8524 1252 754 9584 5780 internal_value=3.18392e-05 -9.63755e-05 -0.00497145 0.0105656 -0.00715753 0.00179382 0.0104194 -6.98717e-05 0.00332256 -0.0083564 0.00449586 -0.000120354 -0.000429986 -0.00210994 -0.0039226 -0.00631011 2.80315e-05 0.000363297 0.00964996 0.000210113 0.000435721 -0.000240826 -0.00180115 0.00208518 -0.00541858 -0.00352381 0.00801014 -8.01786e-05 -0.00184644 -0.00246522 internal_weight=323839 60164.7 325.324 40.1275 285.196 105.966 64.8823 59839.4 877.401 80.0992 797.302 58962 35948.1 3638.05 1968.81 1087.38 1669.24 23013.9 107.37 21750.7 55.8036 32310.1 3016.05 926.302 408.699 2089.75 517.603 29294 3125.65 2963.19 internal_count=1411558 257546 1648 250 1398 570 366 255898 4241 485 3756 251657 152669 15728 8408 4581 7320 98988 594 93641 362 136941 12669 3895 1725 8774 2170 124272 16118 15364 is_linear=0 shrinkage=0.03 Tree=672 num_leaves=31 num_cat=0 split_feature=2 3 2 0 1 3 2 1 1 2 3 1 0 2 0 1 2 2 3 2 1 2 1 0 2 2 2 2 0 1 split_gain=1.27932 9.9137 31.0748 29.1384 19.2992 14.2475 28.2152 21.4399 19.6132 19.0343 50.4623 19.3197 25.371 15.1395 60.9609 13.8317 13.518 12.6975 13.2689 11.961 11.9479 11.8004 12.1606 11.6571 11.2284 32.5401 10.7204 13.9422 10.605 15.7541 threshold=291.56593322753912 1.532000005245209 225.45304870605472 55.500000000000007 1.5000000000000002 1.247500002384186 184.66258239746097 1.0000000180025095e-35 -7.4999999999999991 211.06961059570315 1.4100000262260439 1.5000000000000002 41.500000000000007 200.29206085205081 43.500000000000007 19.500000000000004 203.28157806396487 188.89690399169925 1.3535000085830691 195.44509887695315 -3.4999999999999996 252.50982666015628 -10.499999999999998 56.500000000000007 161.84931945800784 182.51656341552737 216.75743103027347 219.36421203613284 67.500000000000014 -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 5 15 -5 6 -1 8 -8 11 23 12 24 -14 -15 21 -3 -13 19 -19 -16 22 -4 26 -7 -26 -11 -28 -18 -30 right_child=-2 16 3 4 -6 9 7 -9 -10 10 -12 17 13 14 20 -17 28 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.00024807413641320575 5.3880934824683469e-05 0.00079008537569733137 0.029816220812936532 0.0043330082979600509 0.013040474005435319 0.0097515622989974016 0.012253381551233561 0.0053988205165021765 -0.00077733973198262267 -0.01792173672429262 -0.01755095690337569 -0.00092272430359081003 -0.00056317083347930434 -0.029716117781162555 -0.020400252062852141 -0.029720001800876746 -0.0013856525129854966 -0.028834484002195564 -0.0055196280699859254 0.0086659244187417099 -0.00054719131222495025 -0.0011188805163116157 0.0030274069891687346 0.02913793691480876 -0.02272349799530737 0.0028994746082607863 0.019651957889903607 -0.0009079125354846039 -0.027676917150262433 0.0052045352943468686 leaf_weight=10948.107143305242 281902.84825066023 3998.6079441122711 15.483452543616293 724.39537841081619 335.03998531401157 197.2798358798027 113.28493665158749 1605.5931399390101 1262.5480114966631 28.477582082152367 222.08215437829494 681.98619917780161 4705.5949809402227 81.752264425158501 29.004688069224358 13.13493626564741 11441.802474245429 39.801263384521008 704.29175732284784 9.4777070581912977 459.42701122164726 1022.8255600109696 1014.683902785182 12.548018515110014 45.917037472128868 1563.4878163486719 33.290054932236671 274.09882752597332 13.647012263536451 335.73975911736488 leaf_count=47181 1231507 17731 78 2993 1364 858 632 6708 5156 120 991 3359 19565 333 126 96 48650 253 3620 49 1895 4556 4213 51 189 6445 138 1167 58 1476 internal_value=3.08836e-05 -0.000123719 0.00023476 0.00304157 0.00708669 -0.000146369 0.000456517 0.00304385 0.000295599 -0.00107038 -0.0063754 -0.000715079 -7.18432e-05 -0.00112259 -0.0057393 0.000967379 -0.000717264 -0.00388855 -0.00657263 -0.0216221 -0.00172613 0.00116372 0.00343004 0.000747996 0.00299647 0.00216844 -0.000312656 0.00131871 -0.00122843 0.00392019 internal_weight=323836 41933.4 26143.6 3125.56 1059.44 23018.1 13929.5 2981.43 1375.83 9088.52 570.497 8518.02 7082.46 5275.78 570.184 2066.13 15789.8 1435.56 753.571 49.279 488.432 2052.99 1030.17 348.414 1806.68 1609.4 335.866 307.389 11791.2 349.387 internal_count=1411558 180051 112136 13300 4357 98836 59677 12496 5788 39159 2467 36692 29411 21919 2354 8943 67915 7281 3922 302 2021 8847 4291 1476 7492 6634 1425 1305 50184 1534 is_linear=0 shrinkage=0.03 Tree=673 num_leaves=31 num_cat=0 split_feature=0 2 1 1 2 2 1 1 2 2 1 2 1 2 2 2 2 0 2 3 2 2 3 2 0 0 2 2 2 1 split_gain=1.22107 10.633 8.08523 7.73972 5.45495 16.0473 6.13092 7.43495 6.94996 6.87695 6.02957 6.96501 5.49858 10.8004 9.15796 4.47564 10.2573 5.68655 4.28606 11.5071 9.65938 14.6601 8.05607 6.52535 7.33874 5.40163 7.66815 6.6352 5.04911 4.60692 threshold=88.500000000000014 1193.5148925781252 1.5000000000000002 -1.4999999999999998 3673.077514648438 3912.428344726563 50.500000000000007 30.500000000000004 16437.536132812504 22629.428710937504 3.5000000000000004 11541.221191406252 6.5000000000000009 99992.636718750015 40737.804687500007 911.27563476562511 780.74472045898449 89.500000000000014 65050.789062500007 40.666500091552741 12667.155273437502 8542.7006835937518 9.5555000305175799 13771.215820312502 91.500000000000014 91.500000000000014 9353.3178710937518 10270.009765625002 4814.8464355468759 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 18 -2 -4 -6 7 8 10 -10 11 -7 -11 14 -14 16 -5 -17 19 20 21 22 -3 24 -22 27 -27 -23 -21 -25 right_child=1 2 4 15 5 6 -8 -9 9 12 -12 -13 13 -15 -16 17 -18 -19 -20 28 23 25 -24 29 -26 26 -28 -29 -30 -31 leaf_value=2.3451114917859143e-05 -0.016384062049567306 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1110.5158104225993 23.489600047469139 18.767255917191505 17.137606009840969 555.59789384901524 48.488968148827553 17.469307690858841 13.759161353111265 55.337149485945702 14.628037944436072 24.869686335325241 845.10507947206497 leaf_count=1393561 65 1088 255 419 153 173 420 212 270 1463 178 118 94 274 62 285 98 128 5171 111 77 73 2462 211 75 59 241 61 138 3563 internal_value=2.99555e-05 0.000551705 0.000176514 0.00694853 -0.0025575 -0.00187527 -0.00282033 -0.00354905 -0.00271167 -0.0012608 -0.00982691 -0.00434673 -0.00258137 0.00374192 -0.0103795 0.00829995 0.00426084 0.0130758 0.000883169 1.11567e-05 -0.000369734 0.00183818 0.00048455 -0.00251665 -0.0149967 0.0126187 0.00791144 0.022858 0.014456 -0.00201057 internal_weight=323831 3987.31 3766.4 220.909 773.554 720.7 689.95 646.989 605.909 503.284 102.625 65.4514 440.779 96.6335 32.4006 208.815 113.133 95.6814 2992.85 1882.33 1833.97 904.142 803.28 929.831 36.2366 100.862 69.0963 31.7656 48.3593 893.594 internal_count=1411558 17997 17002 995 3672 3417 3264 2844 2632 2163 469 291 1893 430 156 930 517 413 13330 8159 7910 3984 3550 3926 152 434 300 134 249 3774 is_linear=0 shrinkage=0.03 Tree=674 num_leaves=31 num_cat=0 split_feature=2 3 1 2 2 3 3 0 2 2 1 0 2 1 0 2 0 0 2 0 2 0 1 0 1 1 2 2 2 2 split_gain=1.20696 8.19845 11.6325 20.5838 14.1349 12.988 11.0818 10.7593 12.6549 14.9378 10.9152 9.18869 13.6219 15.9249 15.6142 14.8562 13.3453 9.92311 16.7025 24.3857 30.5136 35.788 29.0558 27.4963 19.429 16.0458 14.6463 14.3238 14.2966 13.2136 threshold=436.96165466308599 7.0125000476837167 -1.4999999999999998 297.03073120117193 356.29209899902349 8.545499801635744 12.393000125885012 17.500000000000004 235.10141754150393 184.66258239746097 3.5000000000000004 73.500000000000014 216.75743103027347 -4.4999999999999991 80.500000000000014 356.29209899902349 70.500000000000014 51.500000000000007 225.45304870605472 61.500000000000007 291.56593322753912 66.500000000000014 2.5000000000000004 55.500000000000007 1.5000000000000002 1.5000000000000002 422.55772399902349 422.55772399902349 284.12406921386724 252.50982666015628 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -3 5 -4 -7 8 9 -1 -10 16 -13 -14 15 -15 17 29 -19 23 -21 22 27 24 -20 -25 -23 -22 -27 -9 right_child=-2 2 4 -5 -6 6 -8 11 10 -11 -12 12 13 14 -16 -17 -18 18 19 20 21 26 -24 25 -26 28 -28 -29 -30 -31 leaf_value=0.0004013567934176416 5.6720959519171195e-05 -0.026566585645397715 -0.011502065494626637 0.022911691865524518 -0.012109260124826625 0.022182804187893333 -0.0026264547429752554 0.00011344942123461302 0.0039043465815178121 -0.027871578425607769 0.030705335937201685 -0.003320837491827633 -0.022389868029205527 0.01370299279942396 -0.0033760055691360001 0.0039870834464883808 -0.0039082095005055668 -0.0002908125723779385 0.00089963024980719869 -0.0024887670730997483 0.0057244218461114365 -0.00096233340397179124 0.021375511674711582 0.0043876861064350145 -0.01517259738348373 0.013098538957745032 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22.0865 17.825 17.3549 threshold=422.55772399902349 47.500000000000007 -20.499999999999996 394.01574707031256 29.500000000000004 33.500000000000007 415.59368896484381 45.500000000000007 25.500000000000004 2.5000000000000004 265.23049926757818 4.5000000000000009 23.500000000000004 2.5000000000000004 -2.4999999999999996 265.23049926757818 1.0000000180025095e-35 27.500000000000004 252.50982666015628 31.500000000000004 310.97680664062506 356.29209899902349 327.07788085937506 518.40026855468761 2.7749999761581425 40.500000000000007 78.500000000000014 -1.4999999999999998 38.500000000000007 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 2 -1 8 17 16 7 -7 10 14 12 -12 13 -4 18 -11 -6 -5 -10 20 -20 22 -22 24 25 27 -26 -2 -29 -27 right_child=23 -3 3 4 5 6 -8 -9 9 15 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 26 29 -28 28 -30 -31 leaf_value=0.017147439803901939 0.00035910120684209506 0.000287545272781221 -0.002940141883847482 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833.07623210549355 107.07210454344749 207.74696308374405 131.11118298768997 255648.51602808404 5415.0789146721363 823.64096761494875 129.79742974042892 1124.0267443209887 85.023726433515549 1000.5179327130318 leaf_count=221 1499 97912 5164 7846 917 989 281 100 7709 9645 5379 99 1489 637 101498 5842 910 201 444 3495 458 896 557 1120061 23056 3544 570 4698 350 4209 internal_value=1.05923e-05 -0.000182874 -0.00047815 -0.000495739 -0.00224889 0.00159436 -0.00690803 -0.0104114 -0.00035649 -0.000513507 0.00137139 0.00385122 -0.000465886 -0.00186641 -0.000281815 -0.00267187 0.00796705 -0.00377761 -0.00198168 -0.003712 -0.000257689 -0.00235815 -0.0077161 5.37455e-05 0.000945198 0.00410433 -0.000985482 0.00693248 0.00886529 0.00167866 internal_weight=323598 59015.9 36257.5 36221.3 2665.28 758.471 324.94 258.505 33556 30760.7 2795.3 1189.62 1605.68 1265.74 27778.8 2981.95 433.531 1906.81 3160.15 1382.28 549.205 445.93 238.183 264582 8933.59 3388.71 5544.88 1564.56 1209.05 1824.16 internal_count=1410676 252689 154777 154556 11244 3197 1370 1089 143312 130544 12768 5478 7290 5801 115057 15487 1827 8047 13559 5850 2355 1911 1015 1157987 37926 14300 23626 6547 5048 7753 is_linear=0 shrinkage=0.03 Tree=676 num_leaves=31 num_cat=0 split_feature=3 2 2 0 0 2 2 2 2 1 2 0 2 1 2 1 2 1 2 1 1 0 2 1 1 2 1 2 1 2 split_gain=2.86564 9.01373 10.546 9.67113 4.98675 4.57713 15.5443 15.6547 12.2342 10.6844 6.84071 7.16955 13.7363 11.6553 9.18255 6.9896 6.78469 6.74915 5.95506 21.5709 5.45113 5.40262 5.31893 5.21558 5.24379 6.90403 5.68381 5.19554 5.17118 4.97164 threshold=1.0619999766349795 13771.215820312502 12078.030273437502 49.500000000000007 49.500000000000007 7836.1462402343759 10057.160644531252 9353.3178710937518 6665.8681640625009 3.5000000000000004 4255.0842285156259 49.500000000000007 6088.5393066406259 1.0000000180025095e-35 6368.3278808593759 4.5000000000000009 3997.433227539063 6.5000000000000009 3673.2597656250005 1.5000000000000002 1.5000000000000002 50.500000000000007 6368.3278808593759 8.5000000000000018 -1.4999999999999998 11541.221191406252 1.0000000180025095e-35 11270.709472656252 -1.4999999999999998 8007.5161132812509 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -3 -4 8 7 29 10 28 16 12 13 -12 -14 22 18 -10 -1 -20 -18 23 -13 24 27 -26 -27 -8 -9 -7 right_child=-2 3 4 -5 -6 6 21 9 17 -11 11 15 14 -15 -16 -17 20 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.00062999536102626862 -1.0542362474080141e-05 0.0023184584357098495 -0.00032708231545675758 -0.004946190915195871 0.010511822111389858 -0.011093110444409717 -0.0047865187452240292 0.00035193723553812652 0.0058921055646363055 0.0085306132682663946 0.0065224846528724326 -0.0040363180553374929 0.033254656240509176 -0.0080037619517338756 0.0041237149210090257 0.014571964065125355 0.011819310604040687 0.026687035494063625 0.0011480710872590529 -0.023896663562843805 -0.0081511102619383127 0.0072284509950676498 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20.1934 17.0687 18.96 14.1957 49.8358 24.0517 15.3131 20.9599 48.9416 threshold=422.55772399902349 47.500000000000007 -20.499999999999996 394.01574707031256 29.500000000000004 33.500000000000007 415.59368896484381 45.500000000000007 25.500000000000004 2.5000000000000004 265.23049926757818 4.5000000000000009 23.500000000000004 2.5000000000000004 -2.4999999999999996 265.23049926757818 1.0000000180025095e-35 17.500000000000004 684.96466064453136 2.7749999761581425 31.500000000000004 -1.4999999999999998 755.62243652343761 -19.499999999999996 38.500000000000007 594.21514892578136 40.500000000000007 1.0000000180025095e-35 47.500000000000007 460.37582397460943 decision_type=2 2 2 2 2 2 2 2 2 2 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 16 7 -7 10 14 12 -12 13 -4 -10 -11 -6 -15 19 20 21 -2 23 -20 25 -22 -26 -28 29 -29 right_child=18 -3 3 4 5 6 -8 -9 9 15 11 -13 -14 17 -16 -17 -18 -19 22 -21 24 -23 -24 -25 26 -27 27 28 -30 -31 leaf_value=0.016795657483775137 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212.42799980938435 119.55595462024212 12.437896162271498 15690.26971475035 763.45848569273949 1028.3821269273758 238638.89842330222 3422.6783239748329 184.64798273146152 229.44885043799877 2136.382048651576 66.237534239888191 1539.0168126001954 520.78339521586895 leaf_count=221 1477 97912 5164 8047 917 989 281 100 13559 9645 5379 99 1489 87 101498 5842 910 550 65 66952 3199 4292 1047605 14650 767 981 8724 290 6698 2287 internal_value=9.96386e-06 -0.00017855 -0.000463531 -0.000480592 -0.0021813 0.00154608 -0.00670502 -0.0101085 -0.000345506 -0.000497823 0.00133055 0.00373696 -0.000451533 -0.00180961 -0.000273026 -0.00259446 0.00771955 0.00686093 5.20113e-05 0.000586557 0.00306977 0.00779072 2.31197e-06 -0.00209734 0.00187516 -0.00136812 0.00259929 0.00214009 0.00394261 0.00876569 internal_weight=323595 59013.8 36254.6 36218.8 2665.14 758.74 324.728 258.261 33553.7 30758.4 2795.25 1189.3 1605.95 1266.1 27779.9 2978.5 434.012 135.827 264581 22506.8 6816.54 1376.56 242074 3435.12 5439.98 992.907 4447.07 4262.42 2126.04 587.021 internal_count=1410676 252689 154777 154556 11244 3197 1370 1089 143312 130544 12768 5478 7290 5801 115057 15487 1827 637 1157987 95667 28715 5769 1062320 14715 22946 4180 18766 17999 9275 2577 is_linear=0 shrinkage=0.03 Tree=678 num_leaves=31 num_cat=0 split_feature=2 0 1 2 0 0 2 0 0 1 2 1 0 1 1 0 2 2 0 2 2 2 0 1 1 1 2 3 0 1 split_gain=2.68172 7.98235 11.2642 8.70016 15.4094 40.3878 15.2955 12.9352 8.95523 15.1795 12.5364 15.7379 11.5375 11.9432 10.1246 7.76445 7.72634 7.67826 11.3426 10.9501 15.315 8.42439 7.57641 7.54856 7.46197 12.2523 7.34694 63.0073 40.156 18.9551 threshold=422.55772399902349 47.500000000000007 -20.499999999999996 394.01574707031256 29.500000000000004 33.500000000000007 415.59368896484381 45.500000000000007 25.500000000000004 2.5000000000000004 265.23049926757818 4.5000000000000009 23.500000000000004 2.5000000000000004 -2.4999999999999996 27.500000000000004 265.23049926757818 252.50982666015628 31.500000000000004 310.97680664062506 356.29209899902349 327.07788085937506 17.500000000000004 1.0000000180025095e-35 4.5000000000000009 1.5000000000000002 684.96466064453136 2.7749999761581425 31.500000000000004 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 8 15 23 7 -7 10 14 12 -12 13 -4 17 24 -11 -10 19 -19 21 -21 -15 -6 25 -5 27 28 29 -2 right_child=26 -3 3 4 5 6 -8 -9 9 16 11 -13 -14 22 -16 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.016449163631928207 0.0015002646868959135 0.0002671445575492865 -0.0027659555438988306 -0.0026566216914124547 0.003601769422475119 -0.0077088967258655489 0.0063207316077847665 -0.03123821049697352 -0.00055897058655567013 -0.0013033474596345735 0.0031490526203315815 0.028613733836151872 0.0044709687709502798 -0.012631682049154941 -5.9547339331983239e-05 -0.015520157708204335 -0.0044413411874019652 0.0086203938854455247 -0.0057427699242976402 -0.0011654429674050205 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4.2439 14.6336 14.7648 11.5628 10.0797 6.39568 8.92501 12.0746 14.2085 8.50708 7.77958 7.33569 6.26076 5.08757 4.90706 4.94447 6.5255 10.7554 4.92299 4.90365 5.67238 threshold=1.0619999766349795 13771.215820312502 12078.030273437502 49.500000000000007 49.500000000000007 87.386707305908217 113.878231048584 65.776599884033217 -1.4999999999999998 7836.1462402343759 10057.160644531252 9353.3178710937518 6665.8681640625009 3.5000000000000004 4611.3833007812509 49.500000000000007 6088.5393066406259 1.0000000180025095e-35 6368.3278808593759 2.5000000000000004 5339.5974121093759 6.5000000000000009 50.500000000000007 8.5000000000000018 -1.4999999999999998 11270.709472656252 1.0000000180025095e-35 11270.709472656252 5009.0314941406259 4911.6706542968759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -3 -4 7 8 -1 -7 12 11 -11 14 -13 -8 16 17 20 -18 -17 -16 -14 23 24 27 -26 -27 -12 29 -19 right_child=-2 3 4 -5 -6 6 9 -9 -10 10 22 13 21 -15 15 19 18 28 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115.51252162456512 238.24710814654827 16.340275675058365 39.170498475432396 383.369658857584 19.058425590395927 23.286399878561497 20.128598585724831 29.644935011863708 36.205807164311409 15.056122630834578 149.86742385476828 11.999527603387831 105.49431765079498 30.14482294023037 21.194557189941406 15.691345632076262 47.840676680207253 9.5653827488422376 leaf_count=1335 1335784 972 217 2267 599 64 61959 56 305 1242 49 487 1014 70 158 1653 92 133 97 156 146 69 621 50 445 127 94 68 289 58 internal_value=9.37121e-06 0.000373775 0.000523465 -0.002669 0.00732394 0.000440545 0.000514235 -0.00302405 0.0154251 0.00042957 -0.00173459 -0.00544087 0.00054495 -0.013793 0.000432161 -0.00257777 0.00270739 -0.00103086 0.0175956 -0.00507637 0.00833475 0.00689842 0.00285512 -0.000326186 -0.00153824 -0.0035858 -0.0123578 0.0102718 -0.00977945 -0.0187039 internal_weight=323593 16684.2 15901.9 782.292 191.56 15710.3 15383.1 327.19 86.8533 15296.3 774.231 428.339 14522.1 131.853 14268.8 608.27 195.256 156.069 39.187 413.015 75.3763 253.303 345.892 196.024 184.025 156.834 51.3394 27.1911 80.6925 32.8518 internal_count=1410676 74892 71653 3239 816 70837 69446 1391 369 69077 3253 1799 65824 557 64741 2782 973 784 189 1809 304 1083 1454 833 783 666 221 117 480 191 is_linear=0 shrinkage=0.03 Tree=680 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 0 1 1 0 2 2 2 2 0 2 2 2 3 0 2 1 2 0 2 0 2 2 3 0 0 split_gain=2.30323 2.57513 3.92185 6.92313 6.35793 8.5669 4.44473 1.90727 3.65967 9.82807 12.1038 7.91427 7.02327 6.60432 5.87103 4.56278 5.78775 4.15594 6.26546 5.91436 4.2084 7.16514 20.1762 7.13746 10.8361 7.16639 6.28244 31.9019 14.0803 11.6796 threshold=94.500000000000014 3407.3515625000005 3290.9838867187505 96.500000000000014 1.0000000180025095e-35 95.500000000000014 1.0000000180025095e-35 11.500000000000002 22.500000000000004 26691.365234375004 14362.723632812502 4432.1855468750009 3751.9816894531255 14.500000000000002 40737.804687500007 3118.6667480468755 503.44865417480474 1.0619999766349795 49.500000000000007 10057.160644531252 18.500000000000004 12367.713378906252 45.500000000000007 2580.519653320313 62.500000000000007 955.99880981445324 4712.1987304687509 2.7749999761581425 34.500000000000007 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=7 2 3 4 -2 -6 -4 -1 9 10 11 12 15 -13 -11 16 -9 18 19 -10 21 -19 -23 24 -22 -26 27 28 -25 -29 right_child=1 -3 6 -5 5 -7 -8 8 17 14 -12 13 -14 -15 -16 -17 -18 20 -20 -21 23 22 -24 26 25 -27 -28 29 -30 -31 leaf_value=-9.9308612995884876e-06 -0.023965194777554617 -0.0019979007566570126 0.018597902728372553 0.018341301849001155 0.013651489649997092 -0.019419558365173013 -0.0039593508790737595 0.012010450086699457 -0.0057490996400206508 0.014863332804294733 -0.018284578241765968 -0.014020818994984289 -0.029020236765449028 0.0056581911287774634 0.0037139841305075813 0.0075760733063105551 -0.010782367341517315 -0.001128047379730534 0.0050909004758364551 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internal_value=-2.39135e-05 -0.00149335 0.00330551 -0.00166393 -0.00726328 0.000619926 0.0111052 -1.95566e-05 -0.000571956 0.00173313 -0.00136355 0.000489378 -0.0059391 0.00402768 0.00685765 -0.0034757 -0.00717475 -0.000830393 0.00227812 -0.00330422 -0.00107242 -0.00207192 -0.00535517 -0.000250851 -0.00332767 0.00630465 0.000573846 0.0027196 0.00441667 -0.0195314 internal_weight=323782 957.183 91.0641 55.6242 43.46 29.5245 35.44 322825 5528.98 557.393 347.44 313.149 111.171 201.978 209.953 100.45 75.2603 4971.59 359.123 120.324 4612.46 2080.89 464.642 2531.57 535.119 87.8553 1996.45 760.343 706.462 53.8816 internal_count=1411291 4688 424 253 198 134 171 1406603 26753 2491 1590 1449 610 839 901 564 440 24262 1923 673 22339 10673 2136 11666 2856 422 8810 3313 3014 299 is_linear=0 shrinkage=0.03 Tree=681 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 0 1 2 2 0 0 0 1 0 2 2 0 0 2 2 1 0 0 1 0 1 2 1 1 0 split_gain=2.16748 2.42465 3.71707 6.50526 5.91902 8.07728 4.22843 1.80427 19.077 12.4316 28.1067 16.5058 12.5417 10.6748 16.5202 14.1251 16.9749 16.312 18.4634 20.8349 14.5836 9.24137 15.5523 9.21208 16.8309 15.7073 8.97257 10.5846 9.06919 10.2297 threshold=94.500000000000014 3407.3515625000005 3290.9838867187505 96.500000000000014 1.0000000180025095e-35 95.500000000000014 1.0000000180025095e-35 252.50982666015628 279.21791076660162 53.500000000000007 60.500000000000007 49.500000000000007 4.5000000000000009 58.500000000000007 161.84931945800784 235.10141754150393 39.500000000000007 37.500000000000007 239.406120300293 246.96897125244143 -1.4999999999999998 34.500000000000007 36.500000000000007 1.0000000180025095e-35 35.500000000000007 3.5000000000000004 271.27960205078131 1.5000000000000002 -5.4999999999999991 72.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 3 4 -2 -6 -4 13 9 11 12 -9 -11 15 -15 -1 17 18 21 23 -19 -17 -23 24 -20 -25 27 -12 -28 -30 right_child=1 -3 6 -5 5 -7 -8 8 -10 10 26 -13 -14 14 -16 16 -18 20 19 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36.671391695737839 1047.3814896196127 2858.2763074189425 15.742291450500487 856.63147865235806 34.417256727814674 70.272824048995972 719.31956917047501 129.23721827566624 12.05456233024597 532.70714724063873 171.42026595771313 238.72933277487755 29.694500237703323 11.31173601746559 111.05823655426502 221.90256689488888 15.905682161450384 leaf_count=121779 64 4264 120 55 81 53 51 13822 1236254 1705 1903 419 154 4675 12498 70 3572 139 297 3028 536 52 2225 733 964 152 52 554 953 67 internal_value=-2.31981e-05 -0.00144884 0.00321034 -0.00161061 -0.0070278 0.000600182 0.0108385 -1.8972e-05 -4.37295e-05 -0.00195708 0.000569279 -0.00291676 0.00654643 0.000184206 -0.00129426 0.000369531 0.00239825 0.000854295 0.00168319 -0.00037409 -0.00821164 0.00619574 0.00554091 -0.00501165 -0.00175923 -0.0100088 -0.00276205 -0.00484825 0.00198307 0.00323146 internal_weight=323778 956.95 90.9685 55.7407 43.5681 29.5201 35.2278 322821 287757 4614.71 1270.4 3344.31 454.652 35063.7 3905.66 31158 2810.23 1953.59 1789.94 1229.44 163.654 560.504 544.762 510.117 309.002 201.115 815.748 566.628 249.12 237.808 internal_count=1411291 4688 424 253 198 134 171 1406603 1255883 19629 5388 14241 1859 150720 17173 133547 11768 8196 7521 5174 675 2347 2277 2146 1261 885 3529 2457 1072 1020 is_linear=0 shrinkage=0.03 Tree=682 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 2 2 3 2 3 3 2 2 0 3 2 0 1 3 2 1 2 1 1 0 1 1 1 0 split_gain=2.04488 3.77444 9.69662 5.31035 4.5499 4.70783 4.64134 4.15174 9.82513 4.57883 10.9079 13.2194 12.9733 6.80492 6.92238 6.33575 5.82053 5.79939 5.01625 3.84951 4.75918 3.80662 5.04098 3.26786 3.06706 11.3704 2.99497 5.11572 2.98245 2.88576 threshold=11.500000000000002 88.500000000000014 99992.636718750015 49.500000000000007 40737.804687500007 29513.294921875004 9353.3178710937518 99992.636718750015 3.0835000276565556 33836.650390625007 2.9229999780654912 1.7404999732971194 40737.804687500007 65050.789062500007 31.500000000000004 5.0659999847412118 37758.167968750007 71.500000000000014 13.500000000000002 1.0205000042915346 9353.3178710937518 26.500000000000004 39114.154296875007 17.500000000000004 15.500000000000002 35.500000000000007 38.500000000000007 20.500000000000004 79.500000000000014 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 7 3 4 5 6 -3 9 -9 19 11 16 23 17 -15 18 -11 21 -14 20 26 22 -13 -12 25 -24 27 -2 -5 -21 right_child=1 2 -4 28 -6 -7 -8 8 -10 10 12 13 15 14 -16 -17 -18 -19 -20 29 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.2520634136771826e-05 -0.0013018641356557449 0.0033413851459102883 0.0021172420788545068 0.01417183187119227 -0.031834447710345541 0.006923287428053552 -0.020822991574001064 -0.026920071030267882 -0.0018020613035070519 -0.0060478866729914028 0.0055511068592639561 -0.01684318112677179 -0.018068019395683556 -0.01203856497660412 0.017752637436326622 0.0094665403769252105 0.015513690052433055 -0.026895137535739917 0.00072910463228125042 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-0.000591907 -0.00490274 -0.0119263 -0.0158917 -0.0121436 -0.0161488 -0.000450649 -0.00702428 -0.000345417 0.00247986 -0.00247025 0.00669432 -0.00695005 0.0060642 0.00279394 0.00980244 -0.00991849 -0.00168164 -0.000619773 0.00433685 -0.0075368 -0.00466321 0.0184719 -0.000475069 -0.00787094 0.00210183 0.00486133 0.00169567 -0.000764015 internal_weight=323775 5578.55 176.999 88.4771 68.528 55.4838 45.8522 5401.55 85.1069 5316.45 470.573 216.4 254.173 158.532 29.444 190.94 57.8676 129.088 114.284 4845.87 137.031 113.206 88.9386 63.2336 66.1818 28.6321 118.149 88.5825 19.9491 4708.84 internal_count=1411291 27229 1102 510 381 319 261 26127 376 25751 2029 928 1101 674 128 818 254 546 472 23722 714 482 381 283 282 124 636 508 129 23008 is_linear=0 shrinkage=0.03 Tree=683 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 0 1 1 1 1 2 2 0 0 0 1 0 2 2 0 0 2 2 1 0 0 1 0 1 2 split_gain=2.02986 2.28009 3.52204 6.11285 5.51498 7.61736 4.02238 1.75249 4.25288 3.30715 1.69592 17.9588 11.6994 26.4487 15.6 11.7208 10.0451 15.5483 13.291 15.9736 15.3444 17.3696 19.612 13.6783 8.72835 14.6786 8.70784 15.7953 14.8319 8.45657 threshold=94.500000000000014 3407.3515625000005 3290.9838867187505 96.500000000000014 1.0000000180025095e-35 95.500000000000014 1.0000000180025095e-35 50.500000000000007 95.500000000000014 30.500000000000004 252.50982666015628 279.21791076660162 53.500000000000007 60.500000000000007 49.500000000000007 4.5000000000000009 58.500000000000007 161.84931945800784 235.10141754150393 39.500000000000007 37.500000000000007 239.406120300293 246.96897125244143 -1.4999999999999998 34.500000000000007 36.500000000000007 1.0000000180025095e-35 35.500000000000007 3.5000000000000004 271.27960205078131 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=10 2 3 4 -2 -6 -4 9 -9 -3 16 12 14 15 -12 -14 18 -18 -1 20 21 24 26 -22 -20 -26 27 -23 -28 -15 right_child=1 7 6 -5 5 -7 -8 8 -10 -11 11 -13 13 29 -16 -17 17 -19 19 -21 23 22 -24 -25 25 -27 28 -29 -30 -31 leaf_value=0.0001639198366447888 -0.022195066700683101 -0.0018485564676367242 0.017801540043178587 0.017235637934700631 0.012748321340781752 -0.018513547251152618 -0.003733049401112915 0.014581309924250944 -0.022541268835886977 -0.017778845281848643 -0.0024795498358347453 -1.1490788144369167e-05 0.0049202219198258949 -0.004708670588519117 -0.014827493305222999 0.022575697733108375 0.0018712927976379931 -0.0024014717211884961 0.028059318415243641 0.0057426451772916356 -0.02474877373127915 -0.014186806293614164 0.002827461389028299 -0.0034824741151251583 -0.027441374915851906 0.0061130115943309167 -0.013138751730689345 0.0019789663574656959 0.0097881197758771972 0.0019234471086148617 leaf_weight=28348.008165031672 14.153877153992651 836.00155168585479 23.27210296690464 12.179219946265219 18.027466557919979 11.483141437172891 11.746793404221533 14.410217082127931 3.4406222985126069 11.895552005618809 3248.5667229741812 283140.77563321317 417.86414232850075 565.87849575281143 94.768649205565453 36.823077186942101 1047.5236795097589 2857.0423745885491 15.704765900969504 856.60297137498856 34.484825313091278 70.453234285116196 719.39860484004021 129.21219715476036 11.99769878387451 532.85802815854549 170.83167834579945 238.69273810088634 29.82944318652153 249.24997255206108 leaf_count=121779 64 3908 120 55 81 53 51 123 169 64 13822 1236254 1705 2457 419 154 4675 12498 70 3572 139 297 3028 536 52 2225 733 964 152 1072 internal_value=-2.18287e-05 -0.00140172 0.00311927 -0.00155798 -0.00680003 0.000583731 0.0105779 -0.00187621 0.0074262 -0.00207205 -1.77397e-05 -4.17423e-05 -0.00189848 0.000552974 -0.00282956 0.00635006 0.000179246 -0.00125517 0.000358999 0.00232696 0.00082917 0.00163328 -0.000362519 -0.00796249 0.0060097 0.00537415 -0.00486396 -0.00170515 -0.00973054 -0.0026807 internal_weight=323773 956.611 90.8626 55.8437 43.6645 29.5106 35.0189 865.748 17.8508 847.897 322817 287754 4613.15 1269.82 3343.34 454.687 35062.6 3904.57 31158.1 2810.07 1953.46 1789.77 1229.21 163.697 560.56 544.856 509.807 309.146 200.661 815.128 internal_count=1411291 4688 424 253 198 134 171 4264 292 3972 1406603 1255883 19629 5388 14241 1859 150720 17173 133547 11768 8196 7521 5174 675 2347 2277 2146 1261 885 3529 is_linear=0 shrinkage=0.03 Tree=684 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 3 2 3 3 2 2 0 3 2 0 1 3 2 1 2 1 2 2 1 0 1 1 1 0 split_gain=1.92766 3.53499 9.19265 4.98659 4.56072 3.91152 9.32821 4.31636 10.2893 12.4481 12.3101 6.4089 6.52825 5.98144 5.47738 5.45123 4.73566 3.62084 4.48748 3.55527 4.75958 3.12455 2.9053 6.4037 2.89512 10.7768 2.83033 2.81553 4.79465 2.71947 threshold=11.500000000000002 88.500000000000014 99992.636718750015 49.500000000000007 8931.5649414062518 99992.636718750015 3.0835000276565556 33836.650390625007 2.9229999780654912 1.7404999732971194 40737.804687500007 65050.789062500007 31.500000000000004 5.0659999847412118 37758.167968750007 71.500000000000014 14.500000000000002 1.0205000042915346 9353.3178710937518 26.500000000000004 39114.154296875007 17.500000000000004 40737.804687500007 29513.294921875004 15.500000000000002 35.500000000000007 79.500000000000014 38.500000000000007 20.500000000000004 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=-1 5 3 4 -3 7 -7 17 9 14 21 15 -13 16 -9 19 -12 18 27 20 -11 -10 23 -6 25 -22 -5 28 -2 -19 right_child=1 2 -4 26 22 6 -8 8 10 11 13 12 -14 -15 -16 -17 -18 29 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.1484450792783509e-05 -0.0012645070527904144 0.0050379634007035844 0.0020782988897616252 0.01375226555903538 -0.02060266779070925 -0.026284742103279607 -0.0017474420153499744 -0.0058667636529411019 0.0053895625443503188 -0.016388740443080158 -0.013728723670942158 -0.011713379905028984 0.017255631544922573 0.0092109180872937662 0.01505081817668367 -0.026088705620379172 0.0014520462005170646 -0.0079764337118457245 0.017794426209387846 -0.017477544054359945 -0.024130602888832529 0.021561379465257022 -0.030979124633150085 0.0068612298529452482 0.0050072327886176177 0.013012054283710214 -0.0089308322287806573 -0.0059791327752781879 0.012855809974075087 -0.00066979575297366751 leaf_weight=318194.33658691047 51.149432495236397 8.5280614420771581 88.419230614323169 9.2323459088802355 36.948954805731773 17.579886674880981 67.42059189081192 15.326338514685629 13.766591668128966 22.68686518073082 23.207496628165245 11.516929298639299 17.855799421668053 76.425413578748703 42.533495217561722 15.881504029035566 91.06188115477562 46.30036036670208 18.859114930033684 24.333706229925156 15.867686539888384 49.112876519560814 12.966191545128821 9.6330832391977292 37.568556949496269 12.62366773188114 10.675436737015842 29.574119746685028 37.51713602244854 4661.8097143769264 leaf_count=1384062 316 47 592 48 214 85 291 66 58 99 95 50 78 346 188 64 377 214 78 101 72 225 62 58 158 52 81 128 192 22794 internal_value=-2.1175e-05 -0.000574127 -0.00475321 -0.0116185 -0.0154807 -0.000437607 -0.00682227 -0.000335499 0.00241014 -0.00239828 0.00650974 -0.00674989 0.005897 0.0027141 0.00951002 -0.00963038 -0.00163109 -0.000601703 0.00420419 -0.0073189 -0.00453348 0.0180208 -0.0184192 -0.0149232 -0.000462042 -0.0076738 0.00158858 0.00203658 0.00471017 -0.00074165 internal_weight=323771 5576.38 176.403 87.9841 68.0763 5399.98 85.0005 5314.98 469.769 216.195 253.574 158.335 29.3727 190.695 57.8598 128.962 114.269 4845.21 137.1 113.08 88.7468 62.8795 59.5482 46.582 66.0599 28.4914 19.9078 118.241 88.6666 4708.11 internal_count=1411291 27229 1102 510 381 26127 376 25751 2029 928 1101 674 128 818 254 546 472 23722 714 482 381 283 334 272 282 124 129 636 508 23008 is_linear=0 shrinkage=0.03 Tree=685 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 3 0 2 2 1 2 1 3 2 2 0 2 1 1 2 2 2 1 2 2 2 2 2 split_gain=3.60405 5.69385 15.4004 35.8685 14.7619 12.0757 15.2053 22.5878 19.4666 12.0291 9.53049 9.47817 9.38037 9.07523 10.4336 51.7864 11.7736 9.02954 8.70262 31.8269 28.6939 24.9094 14.1782 12.2099 12.0653 11.7703 16.8547 11.643 13.1996 10.5359 threshold=1.1054999828338625 1846.5046997070315 1193.5148925781252 833.09243774414074 1266.0092773437502 525.85342407226574 503.44865417480474 1.0619999766349795 49.500000000000007 2134.5515136718755 930.90408325195324 22.500000000000004 149.77716064453128 -2.4999999999999996 1.0205000042915346 1607.8663330078127 1572.3760986328127 48.500000000000007 2661.5908203125005 1.5000000000000002 2.5000000000000004 5947.2192382812509 7836.1462402343759 3118.6667480468755 39.500000000000007 33836.650390625007 40737.804687500007 3290.9838867187505 3673.2597656250005 4432.1855468750009 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 8 -8 11 -5 -3 -1 -6 15 -15 -16 -7 20 23 -11 24 -23 -20 27 -24 -27 -21 -29 -30 right_child=-2 9 4 10 13 17 7 -9 -10 18 -12 -13 -14 14 16 -17 -18 -19 19 21 -22 22 25 -25 -26 26 -28 28 29 -31 leaf_value=-0.00091562172582826233 1.9794048663293675e-05 -0.0031242726767770831 0.017091104757283943 -0.013885599345592243 0.0082764153404858865 -0.0028376633190858097 -0.011421336194308957 -0.014560430214340487 0.038177082410178982 -0.00034154638440718216 -0.0051448448884777887 -0.026187193897077635 0.0011613326224912425 -0.024061938877877602 0.011450958478192004 0.0044142089667983872 0.0016168065401066629 0.0077895175345875497 -0.0087936914965883878 -0.021237208573606083 0.0070663715514904524 0.0082488081199766916 -0.0034271662983307544 -2.5487889149744648e-05 0.026364530905652831 0.022424424498496024 -0.011342341851855885 -0.005053462434579434 -0.019679451160303237 -0.0070348789482959778 leaf_weight=3691.6619016677141 296536.54898354149 1331.5121259093285 64.387374296784401 147.08459475636482 202.89402914047241 93.741055801510811 13.417221933603287 129.1950511187315 15.178961560130119 2806.9388127774 474.29945889115334 16.233089581131935 4165.1983915939927 80.031953021883965 126.88952143490314 203.94867862761021 802.57602043449879 309.64133894443512 145.01414756476879 53.449122354388237 565.37177164852619 141.73525030910969 611.02964322268963 9958.690781891346 9.5055387467145902 38.153884649276733 20.426831796765327 807.7406980022788 113.92677845060825 123.70237082988024 leaf_count=15965 1288954 5527 273 760 985 440 72 602 62 11675 2332 67 18011 340 539 839 3293 1308 600 244 2287 682 2539 46512 45 154 90 4800 692 714 internal_value=-1.0554e-05 -0.000340639 0.000206306 -0.000258255 0.00304232 0.000255176 2.65173e-07 -0.00922035 0.0149057 -0.000684293 -0.00721382 -0.00340206 0.000185445 0.00240366 0.00142171 -0.00361099 0.00295935 0.00531989 -0.000446379 -0.000824123 0.0009004 -0.00436518 -0.000371066 -0.000151334 -0.00728905 -0.00219562 0.0106501 -0.00758018 -0.0068819 -0.0130971 internal_weight=323800 27263.6 10520.1 9039.42 1480.73 8418.03 8014.65 157.791 28.5962 16743.4 621.384 1347.75 7856.86 1416.34 1213.45 283.981 929.466 403.382 15395.7 12023.4 3372.31 1919.67 811.346 10103.7 1108.32 669.61 58.5807 1098.82 1045.37 237.629 internal_count=1411403 122449 45821 39552 6269 36460 34712 736 134 76628 3092 5594 33976 5996 5011 1179 3832 1748 71034 57072 13962 9960 3465 47112 6495 2783 244 6450 6206 1406 is_linear=0 shrinkage=0.03 Tree=686 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 0 2 2 2 2 2 0 2 2 0 2 0 2 2 2 0 2 1 0 2 2 2 2 0 0 split_gain=3.52361 11.1395 11.4013 12.6548 9.61677 9.1876 10.0689 8.87149 10.7931 34.7696 33.801 27.3629 21.8146 16.7163 26.9715 35.0205 25.5043 45.1168 44.216 39.0729 27.1737 37.6261 26.6497 24.8487 21.3926 20.8028 20.7788 40.3388 48.2915 38.1001 threshold=21.500000000000004 -2.4999999999999996 -6.4999999999999991 94085.273437500015 6.5000000000000009 19.500000000000004 518.40026855468761 436.96165466308599 8374.6435546875018 2748.945678710938 2799.732299804688 14.500000000000002 8542.7006835937518 45446.361328125007 16.500000000000004 13196.084960937502 12.500000000000002 16437.536132812504 16437.536132812504 15706.645507812502 4.5000000000000009 43864.599609375007 1.5000000000000002 15.500000000000002 14993.919433593752 29513.294921875004 14362.723632812502 13771.215820312502 14.500000000000002 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 -4 -5 -1 -7 -3 9 -9 -11 -12 -10 14 15 -14 17 -17 19 24 -19 22 -22 -15 26 -20 27 28 -18 -28 right_child=-2 7 3 4 -6 6 -8 8 12 10 11 -13 13 23 -16 16 18 20 25 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=0.00030753401598897673 -7.5354758908757137e-05 0.002022252319471579 0.0025238327700681791 -0.0065813078630674194 0.00066161725744755522 0.021068411981450614 -0.005570830509849755 0.00028505392934921581 0.0068400071405354283 -0.015393244809850404 -0.00034302167013713599 -0.0031920421986632486 -0.0018126857542214258 2.3523671881728457e-05 0.0024915816492785538 -0.0034973633495080769 0.0017285107984063093 -0.0024051901902700824 -0.0089137833903754227 0.015276239870271907 0.00067454372981668137 0.014093910343289535 0.0046641975644358671 -0.0027933250939925101 -0.0029442314747803564 0.0010591621304141615 0.0012200301748941269 -0.0028633526765143849 0.020155423001495702 0.017859368144251927 leaf_weight=2344.5853611628991 225971.28215482784 1991.4338851049542 4860.8567302492447 241.54416851280257 520.52535164356232 13.218046471476553 376.43825523555279 23615.833264719695 452.00497533380985 159.21312099695206 7578.3167835016502 5059.6140089184046 5676.9485812131315 18815.108376814984 5979.4320510774851 2273.7397741097957 333.25262039899826 1675.0601200386882 296.98888629674911 320.77050764858723 7752.6176094263792 216.5883319824934 1870.3608579337597 3315.1184692680836 333.36606559157372 514.0961034744978 223.02191643416882 525.55678915977478 207.8221902102232 278.51922103762627 leaf_count=15195 959871 9174 23821 2330 2117 71 1755 103627 1890 709 37637 20633 23995 95266 24259 11138 1376 8901 1204 1425 33845 1145 7716 13512 1401 2086 948 2180 890 1286 internal_value=-1.0241e-05 0.000140173 0.00118762 0.00196031 -0.00163409 -0.00040141 -0.00466717 4.23283e-05 -2.74702e-06 -0.00039736 -0.00165668 -0.00148363 0.000278665 0.000220063 0.0007007 0.000224742 0.000912326 0.000364427 0.00340281 0.00559096 0.001127 0.00172831 0.00144999 -0.000398442 0.00395716 -0.00259256 0.00542427 0.00305628 0.00880613 0.0104603 internal_weight=323793 97822 8357.17 5622.93 762.07 2734.24 389.656 89464.8 87473.4 36413 12797.1 12637.9 51060.4 50608.4 28478.1 22498.7 16821.8 13788.4 3033.39 2222.31 11514.6 9839.57 9622.98 22130.2 1901.54 811.085 1568.17 1066.63 541.075 501.541 internal_count=1411403 451532 45289 28268 4447 17021 1826 406243 397069 162606 58979 58270 234463 232573 123795 99536 75541 62745 12796 9506 51607 42706 41561 108778 8081 3290 6680 4446 2266 2234 is_linear=0 shrinkage=0.03 Tree=687 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 2 3 0 1 2 2 1 3 2 2 0 2 1 0 0 1 2 3 2 2 2 2 1 split_gain=3.35154 5.40121 14.7596 12.1807 33.8291 14.756 11.3619 14.3625 21.3351 18.3351 9.8932 9.05363 8.82588 8.81504 8.50017 48.0712 12.3946 8.49179 8.27243 7.94472 14.4121 8.14653 7.92576 8.66078 15.6159 21.8534 23.1847 24.7712 16.8941 35.9102 threshold=1.1054999828338625 1896.9642333984377 2134.5515136718755 1193.5148925781252 833.09243774414074 1266.0092773437502 525.85342407226574 503.44865417480474 1.0619999766349795 49.500000000000007 22.500000000000004 930.90408325195324 149.77716064453128 -2.4999999999999996 1.0205000042915346 1607.8663330078127 1572.3760986328127 48.500000000000007 2180.0605468750005 1.0000000180025095e-35 48.500000000000007 48.500000000000007 7.5000000000000009 211.06961059570315 1.0619999766349795 482.89285278320318 381.33543395996099 327.07788085937506 401.18936157226568 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 10 4 6 -5 7 12 9 -9 -3 -6 -1 -7 15 -15 19 -8 -4 20 -16 -21 23 -14 25 26 27 -25 29 -26 right_child=-2 2 18 5 11 13 17 8 -10 -11 -12 -13 22 14 16 -17 -18 -19 -20 21 -22 -23 -24 24 28 -27 -28 -29 -30 -31 leaf_value=-0.00088597984354678739 1.9335009912672388e-05 -0.0037063999756848766 0.0048333886783741634 0.016592089515849957 -0.013532372413683888 0.007250012969629991 -0.0027525139591998856 -0.011133289258252767 -0.014178708638803838 0.037080676789696433 -0.028249965059156532 -0.0049959760538131415 0.0022585941551140488 -0.023416609943611857 0.039587351649733954 0.0035625798730979856 0.0011504732769060358 0.0075562474115249724 -0.00052277415184133784 -0.011939414595928077 0.0082840198182411381 0.010807468777060897 -0.0069606417096307709 -0.0019403615114420916 0.010475266857762788 -0.016138129321136917 0.0058487881564099741 -0.019924265799138894 0.012062207334473366 -0.0095443491522435864 leaf_weight=3691.3028630912304 296524.37049889902 1074.597041785717 264.04809436202049 64.343568250536919 146.38241438567638 241.81069502234459 93.665907293558121 13.349748134613037 128.68041088432074 15.160130575299263 14.987161308526991 473.57621550559998 2820.7227849662304 79.766722604632378 20.401198700070381 233.23761948943138 992.05250397324562 309.7157943546772 15127.674384258687 19.957632914185524 37.694564744830132 48.863334462046623 106.22852052003145 327.77370563149452 150.5371997654438 104.46582642197609 249.5337601006031 87.289461940526962 145.27157479524612 173.67292757332325 leaf_count=15965 1288954 4457 1098 273 760 1177 440 72 602 62 62 2332 11820 340 91 958 4057 1308 69936 87 156 205 721 1390 621 460 1043 411 611 934 internal_value=-9.92836e-06 -0.000328282 -0.000669752 0.000194003 -0.000248342 0.00249396 0.000249784 2.50261e-06 -0.00897639 0.0145045 -0.004044 -0.00701156 0.000182142 0.001952 0.00105734 -0.00331286 0.0022798 0.00516254 -0.000430888 0.0111073 0.0192767 0.00421102 0.00112867 0.00134036 -0.000750859 -0.00338281 -0.00137784 -0.00572245 0.00356056 -0.000248844 internal_weight=323781 27256.8 16481.3 10775.5 9037.33 1738.13 8417.37 8013.99 157.19 28.5099 1089.58 619.959 7856.8 1673.78 1431.97 313.004 1118.97 403.382 15391.7 126.917 58.0958 68.821 4165.5 4059.27 1238.54 769.063 664.597 415.063 469.482 324.21 internal_count=1411403 122449 75553 46896 39552 7344 36460 34712 736 134 4519 3092 33976 7071 5894 1298 4596 1748 71034 539 247 292 18011 17290 5470 3304 2844 1801 2166 1555 is_linear=0 shrinkage=0.03 Tree=688 num_leaves=31 num_cat=0 split_feature=0 3 1 2 3 2 1 1 0 0 2 3 0 0 1 2 0 2 3 2 0 1 1 0 2 0 3 3 2 2 split_gain=3.34521 3.49371 13.9578 12.4407 38.4454 148.105 39.1705 25.4271 22.6194 22.7185 18.7254 89.468 34.6722 34.0245 33.8881 25.1591 26.158 21.9955 29.2702 43.6317 19.6733 17.3337 16.7353 17.088 16.4533 31.1038 20.0757 15.4567 48.8818 22.6827 threshold=94.500000000000014 3.653500080108643 -2.4999999999999996 8714.5634765625018 1.5979999899864199 11817.106933593752 1.0000000180025095e-35 -9.4999999999999982 36.500000000000007 24.500000000000004 14697.978027343752 1.9854999780654909 73.500000000000014 65.500000000000014 1.0000000180025095e-35 47442.083984375007 72.500000000000014 30543.693359375004 1.7404999732971194 20021.907226562504 66.500000000000014 -7.4999999999999991 -19.499999999999996 35.500000000000007 13515.104003906252 71.500000000000014 2.279500007629395 1.247500002384186 12078.030273437502 11031.315917968752 decision_type=2 2 2 2 2 2 2 2 2 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 27 6 7 22 9 -8 11 13 14 -7 20 17 -17 18 19 -12 21 -13 -6 -24 25 -16 -26 29 -29 -5 right_child=-2 2 -4 4 5 10 8 -9 -10 -11 15 12 -14 -15 24 16 -18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 28 -30 -31 leaf_value=3.4195429273325891e-05 -0.0017823721088421896 0.0012598192409651633 3.1590792806036485e-05 -0.0035332059303570078 0.00025491229685360028 0.0090495262786770055 0.0017955480389299642 -0.0034270178656247035 -0.0076204315945068834 -0.017531787263258526 -0.0102876962245795 -0.010777691574260267 0.021358587801411741 -0.016127391536756509 -0.015061097628352345 0.0015871698126915729 -0.0042893409498658275 -0.0032959104194629427 -0.00010901714119940119 0.0014443229456989508 -0.012765471868888283 0.0033358840917759578 -0.035537740527135792 0.00054148951539031748 0.0062747943138775292 0.026948208610024046 -0.010246496996570606 0.0056554404497377447 0.00020824386978736327 0.00064258327476445561 leaf_weight=172646.96130383702 955.19656093046069 9070.5276104781078 101615.50473377388 1567.2334958687425 27.557321213185787 1150.9127984941006 60.34105883538723 1289.3110488951206 589.42976891994476 589.31962190568447 655.64852498471737 88.467751272022724 51.248274222016335 50.425773203372955 348.32742944359779 5258.8671949282289 783.25989063084126 4237.3878782764077 8647.8931224495173 505.07672822475433 94.801542550325394 682.6215073466301 52.766985714435577 15.223089873790739 112.92835381627083 16.619070515036583 159.95688784122467 1987.5904238671064 5836.3785310909152 4627.6480102241039 leaf_count=741305 4677 48451 454598 6541 134 4693 242 5256 2438 2463 2698 380 208 203 1412 21560 3303 17306 35193 2078 384 2805 222 64 461 67 656 8141 24184 19280 internal_value=-9.6325e-06 -4.38712e-06 0.000132242 -7.56766e-05 -0.000556061 -0.00125056 -0.00800078 -0.00453364 -0.0118758 -0.0157366 -0.000475217 0.00184352 -0.00290723 0.00799273 -0.00373423 -0.000793373 0.000825379 -0.00148971 -0.000709416 -0.00518264 0.000131058 0.00171662 -0.0194663 -0.0274595 -0.00898158 -0.0131481 -0.00340948 0.000705648 0.00159204 -0.000413843 internal_weight=323775 322820 110686 212134 39487.2 25468.4 2623.95 1384.86 1239.09 649.661 22844.4 2756.31 1554.97 1201.34 1503.72 20088.1 6042.13 14046 9808.62 1160.73 865.891 771.089 95.5474 67.9901 637.832 364.946 272.885 14018.9 7823.97 6194.88 internal_count=1411403 1406726 503049 903677 162372 104226 10819 5676 5143 2705 93407 11269 6373 4896 6165 82138 24863 57275 39969 4776 3569 3185 420 286 2596 1479 1117 58146 32325 25821 is_linear=0 shrinkage=0.03 Tree=689 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 2 2 2 2 0 1 0 2 2 0 2 2 1 2 3 2 1 2 2 2 2 2 1 2 2 split_gain=3.14925 5.42295 11.0158 9.03349 13.1748 9.08533 10.7999 13.7696 10.8318 12.7145 10.3712 11.0727 9.26056 7.36028 14.5303 10.8477 8.28595 38.8972 16.7319 15.9198 21.0072 11.3239 11.0482 12.5934 10.144 9.90339 10.8859 9.00713 8.69609 16.5533 threshold=1.1054999828338625 42314.533203125007 52483.353515625007 35052.082031250007 2.5000000000000004 29513.294921875004 24919.096679687504 17336.302734375004 12078.030273437502 50.500000000000007 7.5000000000000009 49.500000000000007 15354.050781250002 9353.3178710937518 49.500000000000007 6964.4814453125009 2661.5908203125005 1.5000000000000002 5947.2192382812509 1.0619999766349795 3118.6667480468755 39.500000000000007 3290.9838867187505 3673.2597656250005 4432.1855468750009 4255.0842285156259 3997.433227539063 4.5000000000000009 3473.4255371093755 3290.9838867187505 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -5 6 7 8 13 -10 11 -9 -11 15 -15 16 -1 19 21 20 -18 22 -19 -24 27 26 -22 -25 29 -21 right_child=-2 2 -4 4 -6 -7 -8 10 9 12 -12 -13 -14 14 -16 -17 17 18 -20 28 25 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=4.6013845485862584e-05 1.9019494921143458e-05 -0.018254316310089537 -0.00080042317104352253 0.0034867794121505812 0.030146473006504155 -0.0086187822455548041 0.0076893275644431486 0.0001084177288577084 -0.00068470886192841516 0.0095103746012812317 0.021521024689260895 -0.010255764954043785 -0.0015022219427239262 -0.0084722866062689837 -6.5654188566813238e-05 0.0031551909430479136 -0.014431938260463052 -0.020712477009503686 0.0084143477600237392 -1.0289917687106092e-05 0.0012970633567263611 0.025397245918448687 -0.004900383602539006 -0.012954254630695244 -0.0068335265965439301 -0.0023581235122513652 0.01266492711181667 -0.030647349501402871 -0.002555659211757791 0.028644076077636464 leaf_weight=15232.027345784009 296517.46491442301 45.818724751472473 112.33249832689762 100.71014998853207 19.995402529835701 118.27294117957354 151.959064245224 144.11802436411381 375.96156968176365 304.99815116077662 12.190948784351347 260.40588859468699 88.71135039627552 294.99073380231857 496.47324708849192 809.64977541565895 81.26924692094326 53.120617866516113 66.478107593953609 84.240370139479637 4020.5136894881725 9.5767836123704893 805.23815093934536 72.336868658661842 123.22852934151888 696.42415453493595 77.270687997341156 40.334305547177792 2529.2222339957952 23.125473231077194 leaf_count=65377 1288954 187 481 415 81 489 624 589 1558 1309 50 1065 374 1272 2053 3401 338 244 345 347 19806 45 4800 400 714 3066 340 292 12291 96 internal_value=-9.34492e-06 -0.000317977 -0.00585707 -0.000285644 0.00790307 -0.00032229 -0.000285749 -0.000331135 -0.000245357 0.00326108 -0.00574176 -0.00656336 0.007029 -0.000351128 -0.00319893 -0.000259965 -0.000375589 -0.00111523 -0.00620256 -0.000322671 0.000692929 -0.00708286 -0.00736712 -0.00668621 -0.0127821 0.000949319 0.00151142 -0.0192881 -0.00220068 0.00616156 internal_weight=323768 27251 158.151 27092.8 120.706 26972.1 26853.9 26701.9 26285.2 769.671 416.715 404.524 393.71 25515.5 791.464 24724.1 23914.4 8682.38 1170.31 7512.07 4875.48 1103.84 1094.26 1041.14 235.9 4794.21 4097.78 112.671 2636.59 107.366 internal_count=1411403 122449 668 121781 496 121285 120796 120172 118468 3241 1704 1654 1683 115227 3325 111902 108501 43124 6840 36284 23550 6495 6450 6206 1406 23212 20146 692 12734 443 is_linear=0 shrinkage=0.03 Tree=690 num_leaves=31 num_cat=0 split_feature=2 3 1 2 1 2 2 2 3 2 2 1 1 1 1 3 2 0 2 3 2 1 2 0 2 2 2 1 1 1 split_gain=4.28138 3.54128 21.443 27.3805 22.86 15.9422 12.764 61.307 36.1343 42.4789 33.9353 22.3369 21.4521 23.4299 16.9042 16.78 12.8393 15.447 11.8841 11.4171 12.7291 17.4345 21.8467 14.5811 15.1735 11.5437 17.5878 11.7684 10.9486 10.8505 threshold=170.13991546630862 1.532000005245209 -7.4999999999999991 3118.6667480468755 -18.499999999999996 6815.6660156250009 8374.6435546875018 4911.6706542968759 1.1980000138282778 7475.0764160156259 6368.3278808593759 -1.4999999999999998 -4.4999999999999991 1.0000000180025095e-35 2.5000000000000004 1.0619999766349795 5224.6887207031259 44.500000000000007 6964.4814453125009 1.469500005245209 9587.6123046875018 -1.4999999999999998 21922.121093750004 57.500000000000007 9139.0400390625018 9801.5458984375018 12667.155273437502 -2.4999999999999996 27.500000000000004 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 4 -2 -5 7 -4 9 -9 12 -12 -10 16 18 -11 17 -14 -13 20 23 22 -22 28 -25 27 -27 -21 -8 -28 right_child=1 -3 6 5 -6 -7 19 8 10 15 11 14 13 -15 -16 -17 -18 -19 -20 25 21 -23 -24 24 -26 26 29 -29 -30 -31 leaf_value=-0.00054199608615769198 -0.0044205387366795584 -6.0273786899292489e-05 0.00018419320605201324 -0.0050904104577620202 0.0075321034339466755 0.0032714410956713306 0.0043501466660462304 -0.0027873772005020179 -0.018879882954441953 -0.0010467131950609755 -0.00036693178315188034 -0.0073648294265479227 -0.016045413584685864 -0.0053658333290363385 -0.0023309233189479127 0.009705733265730463 0.005399704033801354 0.0078196470826067052 -0.014437808053206448 0.014404382922324868 -0.0052683059911514795 0.00080317357996936487 0.0024738370407507192 -0.019367347928209003 0.011202150978826922 0.011012761224151325 0.00098627987903033469 -0.007950412916424919 -0.021404353381557713 0.0095665507479701182 leaf_weight=13586.388709049672 165.87194865942001 224958.2003848771 65014.333733290434 428.13834756612778 1092.5896835327148 394.08736632764339 1301.5628988295794 2044.7884064242244 64.042821750044823 191.68026922643185 231.35391210019588 315.69124209880829 60.326081395149231 562.26347110420465 187.92662966996431 410.07182394713163 463.51312480866909 40.998997658491135 662.39851000905037 25.452752232551575 995.5406246483326 8594.1929767355323 489.22004444897175 48.109961599111557 20.988783791661263 288.72025987505913 746.11659052968025 126.67473781108856 15.027235403656958 161.32468767464161 leaf_count=59078 928 983859 281397 2051 5925 1904 5379 9413 262 803 942 1364 242 2506 956 1749 1899 167 2817 105 4153 35362 2093 195 85 1179 3062 523 69 679 internal_value=-2.07417e-05 2.09584e-06 0.000166884 0.00317496 0.00595668 -0.00108263 9.15327e-05 -6.72913e-05 -0.00319049 -0.000725545 -0.00571068 -0.00888206 -0.00199024 -0.00103055 -0.0105716 0.00628068 0.00328497 -0.00638893 -0.0121549 0.000962316 0.000655211 0.00028456 -0.00271731 0.00335118 -0.0100818 0.00357366 0.0045636 -0.00421019 0.00405619 0.00251168 internal_weight=323688 310101 85143 2080.69 1258.46 822.226 83062.3 70249.4 5235.06 2646.54 2588.51 1397.37 1191.14 1127.1 1166.02 601.752 564.838 101.325 978.09 12812.9 11464.6 10079 1484.76 1385.69 69.0987 1348.29 1196.16 152.127 1316.59 907.441 internal_count=1411146 1352068 368209 10808 6853 3955 357401 304517 23120 11965 11155 6079 5076 4814 5137 2552 2308 409 4181 52884 47336 41608 6246 5728 280 5548 4920 628 5448 3741 is_linear=0 shrinkage=0.03 Tree=691 num_leaves=31 num_cat=0 split_feature=2 3 1 2 1 2 2 2 3 2 2 1 1 1 1 3 2 0 2 3 2 0 2 2 1 2 1 1 1 1 split_gain=4.02853 3.33212 20.2149 25.8667 21.6068 14.9837 12.0094 57.7346 34.0765 39.9553 32.0476 21.1153 20.2259 22.0662 15.9873 15.756 12.0775 14.5456 11.2587 10.9833 17.657 18.5065 17.4219 45.3072 18.2629 14.358 24.3987 16.0975 22.5792 19.286 threshold=170.13991546630862 1.532000005245209 -7.4999999999999991 3118.6667480468755 -18.499999999999996 6815.6660156250009 8374.6435546875018 4911.6706542968759 1.1980000138282778 7475.0764160156259 6368.3278808593759 -1.4999999999999998 -4.4999999999999991 1.0000000180025095e-35 2.5000000000000004 1.0619999766349795 5224.6887207031259 44.500000000000007 6964.4814453125009 1.4100000262260439 9587.6123046875018 48.500000000000007 9353.3178710937518 12078.030273437502 -2.4999999999999996 15706.645507812502 -1.4999999999999998 2.5000000000000004 12.500000000000002 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=-1 2 3 4 -2 -5 7 -4 9 -9 12 -12 -10 16 18 -11 17 -14 -13 20 -8 25 24 -24 -21 26 -22 29 -29 -28 right_child=1 -3 6 5 -6 -7 19 8 10 15 11 14 13 -15 -16 -17 -18 -19 -20 22 21 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-0.00052576015197293381 -0.0042786711337690613 -5.8465434765180424e-05 0.00017866654625595736 -0.0049284096724461586 0.0073338709402645556 0.0031769802655360569 0.0038053687674475629 -0.0027055060732642544 -0.018346876538226913 -0.0010153500340835796 -0.00035593022105651875 -0.0071570817989996633 -0.015577075958376001 -0.005212210758124977 -0.0022630970654824636 0.0094017584317855046 0.0052349468917414167 0.007584968395581853 -0.014049149804490763 0.015665784158879655 -0.010626848748329441 0.0012957868047956882 0.010996672032994025 0.0011817168791623531 -0.0094825183149414467 0.00031474194156318414 -0.0045080162130416608 -0.011497239630610308 0.0067593396873864668 0.002661708710220216 leaf_weight=13585.77674106881 166.22512655705214 224958.75632922008 65014.641220778227 428.93291941285133 1088.5210759043694 393.63751516491175 1260.8158583641052 2043.4857762083411 63.928012624382973 191.67313997447491 231.3497319817543 315.11795592308044 60.276387631893158 561.48238024115562 187.7547922283411 410.6216841712594 463.75429259240627 40.999471664428711 660.33321377635002 30.524214819073677 334.95507727563381 4726.9082100093365 543.08463807404041 1918.8800024539232 174.93362386524677 2079.1400398984551 579.27162106335163 277.3140412569046 78.151826649904251 809.54874104261398 leaf_count=59078 928 983859 281397 2051 5925 1904 5217 9413 262 803 942 1364 242 2506 956 1749 1899 167 2817 125 1351 19596 2215 7890 719 8521 2343 1232 353 3322 internal_value=-2.01205e-05 2.03239e-06 0.000161888 0.00308498 0.00579548 -0.00104961 8.87812e-05 -6.52873e-05 -0.00309745 -0.000704031 -0.00554715 -0.00863336 -0.00193178 -0.00100024 -0.0102797 0.00608664 0.00318528 -0.00620039 -0.0118227 0.000933405 0.000483056 1.16222e-05 0.0026464 0.0033468 -0.00574632 -0.00144811 -0.00321088 -0.00178679 -0.00748339 -0.000328756 internal_weight=323681 310095 85136.3 2077.32 1254.75 822.57 83058.9 70245.4 5230.78 2645.78 2585 1394.56 1190.44 1126.51 1163.21 602.295 565.03 101.276 975.451 12813.5 10146.1 8885.29 2667.42 2461.96 205.458 4158.38 2079.24 1744.29 355.466 1388.82 internal_count=1411146 1352068 368209 10808 6853 3955 357401 304517 23120 11965 11155 6079 5076 4814 5137 2552 2308 409 4181 52884 41935 36718 10949 10105 844 17122 8601 7250 1585 5665 is_linear=0 shrinkage=0.03 Tree=692 num_leaves=31 num_cat=0 split_feature=2 3 1 2 1 2 2 2 3 2 2 1 1 1 1 1 3 2 1 2 2 2 3 1 2 0 0 3 3 2 split_gain=3.7906 3.13529 19.0564 24.4345 20.4205 14.0834 11.3008 54.3702 32.1359 37.5826 30.2641 19.9601 19.5471 16.0799 15.5352 15.1204 14.7963 11.137 10.8601 10.7839 10.6672 10.4042 26.0428 15.5471 11.4869 12.3942 22.9859 11.127 15.5339 16.4362 threshold=170.13991546630862 1.532000005245209 -7.4999999999999991 3118.6667480468755 -18.499999999999996 6815.6660156250009 8374.6435546875018 4911.6706542968759 1.1980000138282778 7475.0764160156259 6368.3278808593759 -1.4999999999999998 -6.4999999999999991 1.0000000180025095e-35 -3.4999999999999996 2.5000000000000004 1.0619999766349795 5561.5637207031259 -9.4999999999999982 6964.4814453125009 6964.4814453125009 184.66258239746097 1.5979999899864199 1.0000000180025095e-35 279.21791076660162 10.500000000000002 14.500000000000002 2.0774999856948857 1.8989999890327456 265.23049926757818 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 -2 -5 7 -4 9 -9 12 -12 -10 14 17 20 -11 -14 -7 -17 -13 22 -3 -24 25 -23 -27 28 -28 -30 right_child=1 21 6 5 -6 18 -8 8 10 16 11 15 13 -15 -16 19 -18 -19 -20 -21 -22 24 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.00051001017107279144 -0.0041416701152477151 -0.026757815769587676 0.00017330574473195068 -0.0047718988884104824 0.0071402876606407586 0.0068401273276581555 0.00090548297045759448 -0.0026259974353383736 -0.03265503982462524 -0.00098492622101099825 -0.00034525846521992631 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307.86746478825808 1271.4386313706636 leaf_count=59078 928 97 281397 2051 5925 1268 52884 9413 74 803 942 1364 161 2506 2175 266 1749 160 636 690 2817 96 1058 1136 937467 230 29471 7572 1323 5409 internal_value=-1.95186e-05 1.97023e-06 0.000157043 0.00299744 0.00563827 -0.00101762 8.61122e-05 -6.33429e-05 -0.00300713 -0.000683154 -0.0053883 -0.00839155 -0.00187505 -0.00139465 0.0019732 -0.0099957 0.00589892 -0.0104892 0.00308516 -0.00219719 -0.0114995 -5.67113e-05 0.00416933 0.00561816 -6.65608e-05 -0.00104302 -0.0010881 -0.000994995 -0.0014414 -0.00412729 internal_weight=323672 310087 85127.7 2074.02 1251.12 822.899 83053.6 70241.4 5226.5 2645.02 2581.48 1391.76 1189.73 1171.44 610.724 1160.41 602.805 78.4581 393.2 187.588 972.824 224959 523.086 499.678 224436 10343 10323.6 10279.1 8533.61 1579.31 internal_count=1411146 1352068 368209 10808 6853 3955 357401 304517 23120 11965 11155 6079 5076 5002 2496 5137 2552 321 1904 956 4181 983859 2291 2194 981568 44101 44005 43775 36203 6732 is_linear=0 shrinkage=0.03 Tree=693 num_leaves=31 num_cat=0 split_feature=2 2 1 0 0 1 3 3 3 1 0 2 3 3 2 3 3 0 2 3 0 2 1 2 1 1 1 1 0 0 split_gain=3.56908 5.6883 7.83053 11.0405 10.6066 8.99639 8.46085 7.29023 5.64217 4.67565 8.32439 6.33618 6.32254 6.24297 6.89464 12.5641 11.5129 9.79089 6.46499 5.6563 6.54224 5.60312 5.60063 11.7636 9.74184 5.74994 4.51196 11.536 4.45375 25.6438 threshold=161.84931945800784 157.04295349121097 1.0000000180025095e-35 43.500000000000007 41.500000000000007 -3.4999999999999996 1.1054999828338625 1.1510000228881838 1.1510000228881838 1.0000000180025095e-35 13.500000000000002 142.59513854980472 2.9229999780654912 5.4584999084472665 142.59513854980472 4.1315000057220468 4.1315000057220468 77.500000000000014 87.386707305908217 1.0619999766349795 27.500000000000004 145.45140075683597 -2.4999999999999996 152.83950042724612 -3.4999999999999996 -6.4999999999999991 -6.4999999999999991 -10.499999999999998 56.500000000000007 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 9 4 -4 -3 7 -5 -6 -7 10 -1 -12 19 14 15 17 28 -11 -15 21 -21 26 23 -22 25 -25 27 -13 29 -16 right_child=-2 2 3 6 5 8 -8 -9 -10 13 11 12 -14 18 16 -17 -18 -19 -20 20 22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.022611859263031633 1.6854202414597804e-08 0.010001708536148061 -0.011876219451460038 -0.017717449069277191 -0.0036307552595332064 -0.0053126611902796521 0.002236913081132262 0.016896920705794637 -0.01235032502510398 1.9983807847071317e-05 -0.0007115995749243883 0.010312298838508488 0.023000352896856979 -0.021916327796428919 -0.0018083280515715299 0.021654690260967131 -0.0296783802663909 -0.027562070965441963 0.0014778011028768463 -0.012035431993499846 0.0032253745314591523 -0.0045694028530956299 0.0036357974135898061 -0.013057993323061968 -0.020718112249548361 0.0079360578299618855 0.0015667576398073356 -0.027360817123978202 0.005912527324653998 -0.03053120461129169 leaf_weight=15.060041088610886 312358.11404262652 39.45021852850914 63.024668082594872 19.914293862879276 40.397846177220345 320.15098294615746 481.95171614736319 25.33572606742382 150.8259751945734 2945.063717789948 2685.0475596114993 13.259511932730677 12.179284811019896 25.657149858772755 2071.4186933785677 24.113125771284103 13.571664720773695 11.628481745719908 18.154044665396214 27.558902785181999 182.23105412721634 237.02556996047497 1152.4950842708349 20.241463705897331 41.426676630973816 27.959175139665604 531.37004715204239 16.31804883480072 62.784819975495338 28.357886642217636 leaf_count=157 1361877 169 292 99 180 1284 2234 111 605 12860 11541 73 59 201 9538 117 61 94 82 112 788 968 4624 97 168 117 2139 75 290 134 internal_value=-1.89346e-05 -0.000542613 -0.00255103 -4.11428e-05 -0.00501182 -0.00611537 0.00144511 0.00428124 -0.00756641 -0.000317116 0.000341648 0.000273853 0.00144358 -0.000945661 -0.000849857 8.73961e-05 -0.00213368 -8.84947e-05 -0.0122225 0.00132688 0.00244203 -0.000702124 0.00272214 -0.00115114 -0.0100495 -0.000880222 0.000931975 -0.0104721 -0.00196082 -0.00219624 internal_weight=323662 11304 1141.05 564.891 576.161 536.711 501.866 65.7336 470.977 10162.9 4962.17 4947.11 2262.06 5200.75 5156.94 2980.81 2176.13 2956.69 43.8112 2249.89 1451.91 797.973 1424.35 271.858 89.6273 48.2006 560.948 29.5776 2162.56 2099.78 internal_count=1411146 49269 4974 2625 2349 2180 2333 291 1889 44295 20918 20761 9220 23377 23094 13071 10023 12954 283 9161 5906 3255 5794 1170 382 214 2287 148 9962 9672 is_linear=0 shrinkage=0.03 Tree=694 num_leaves=31 num_cat=0 split_feature=2 3 1 1 2 2 3 2 2 2 2 2 2 2 1 0 2 0 2 2 2 1 2 2 2 0 2 2 2 2 split_gain=3.3756 2.95013 17.9937 14.8089 20.0006 10.8505 10.5477 35.5382 13.2707 20.8828 23.2054 24.2818 20.6903 16.4552 12.8113 17.142 18.8562 11.7955 14.0449 11.3157 22.9281 21.1193 14.5267 14.3352 13.3411 11.0506 11.0368 57.4451 49.5707 27.5284 threshold=170.13991546630862 1.532000005245209 -8.4999999999999982 -18.499999999999996 3118.6667480468755 6233.4113769531259 1.469500005245209 200.29206085205081 9801.5458984375018 5561.5637207031259 3473.4255371093755 3673.077514648438 3118.6667480468755 12667.155273437502 -1.4999999999999998 59.500000000000007 3290.9838867187505 58.500000000000007 195.44509887695315 2580.519653320313 2799.732299804688 6.5000000000000009 2404.0227050781255 1607.8663330078127 2180.0605468750005 59.500000000000007 3290.9838867187505 2580.519653320313 2490.8103027343755 3618.2971191406255 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -8 9 10 12 -12 19 -10 25 -16 -17 -4 -19 22 21 -21 23 -9 -25 -14 27 28 -20 -28 right_child=1 -3 6 4 5 -7 7 8 13 -11 11 -13 14 -15 15 16 -18 18 26 20 -22 -23 -24 24 -26 -27 29 -29 -30 -31 leaf_value=-0.00048127709916918931 -0.003276370362765907 -5.5011427934872114e-05 5.7743219998184322e-05 0.0074905679280637292 -0.0042860266041420004 0.0041778829096165834 -0.022246944576794013 0.00064575990915267858 0.010479550445228324 -0.0053967226217886003 0.01149354628145197 0.001729998420404592 -0.0046203198443324099 0.0022756819407062398 -0.0015660374195847105 -0.020296556543857831 -0.0039349964728594804 0.02185602199105682 -0.0015129223703371818 0.014391933063675236 -9.3294614289378823e-05 -0.022494236505584728 -0.0070167787741612685 0.017302604767183941 -0.0011722175328624329 0.014829121808508742 0.0097970183734172531 -0.01322170801888454 0.031487261396777308 -0.0023824245961694438 leaf_weight=13582.579346336424 260.55398499965668 224957.10187324346 73761.568028725684 819.8286444246769 264.34228950738907 281.460957467556 57.749209359288216 2888.8683910220861 290.09871588647366 452.2829931974411 375.64506295323372 588.24504719674587 52.065147444605827 911.20092199742794 319.4057752341032 125.21022678911686 128.40501762926579 22.000900864601135 1104.8940996974707 228.24268920719624 319.24594712257385 14.880744203925131 211.57777313888073 91.488696113228798 57.154690623283386 53.110920593142509 213.96690954267979 423.12094832956791 42.544531017541885 761.22333177924156 leaf_count=59078 1498 983859 318768 4574 1258 1294 242 12229 1186 1936 1549 2492 250 3758 1292 508 519 90 4709 946 1328 62 881 377 235 227 882 1729 173 3217 internal_value=-1.83675e-05 1.9097e-06 0.000152341 0.00327776 0.00452824 7.86599e-05 9.14689e-05 0.00119203 0.00138248 0.000797819 0.00131156 0.00553503 0.000404814 0.00425681 -0.00442317 -0.00618967 -0.0120127 -1.18385e-05 -0.00201065 0.00126389 0.00519292 0.0121343 0.00058383 0.00111325 0.0101989 0.00520109 -0.00221691 -0.00377343 -0.000289347 0.000289872 internal_weight=323660 310077 85120.4 1626.19 1365.63 545.803 83494.2 7164.88 7107.13 5905.83 5453.55 963.89 4489.66 1201.3 678.197 573.021 253.615 76329.3 2567.75 3811.46 562.369 243.123 3249.09 3037.51 148.643 105.176 2545.75 1570.56 1147.44 975.19 internal_count=1411146 1352068 368209 8624 7126 2552 359585 30017 29775 24831 22895 4041 18854 4944 2796 2319 1027 329568 10800 16058 2336 1008 13722 12841 612 477 10710 6611 4882 4099 is_linear=0 shrinkage=0.03 Tree=695 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 1 0 2 1 2 2 2 1 2 0 2 2 1 2 0 1 2 2 0 0 1 2 0 2 split_gain=3.94796 7.48436 10.7271 15.0392 14.9971 8.97706 14.5315 8.02355 12.9519 12.3208 11.2615 10.82 29.5317 13.6502 10.4038 8.80611 16.2828 8.84361 7.82331 7.58976 7.02015 24.5705 10.8017 9.6554 16.5996 7.41845 6.01896 5.46418 5.45962 5.38966 threshold=17.500000000000004 40.500000000000007 3673.2597656250005 28.500000000000004 8374.6435546875018 13515.104003906252 26.500000000000004 49.500000000000007 2404.0227050781255 19.500000000000004 219.36421203613284 3673.2597656250005 10057.160644531252 24.500000000000004 2404.0227050781255 73.500000000000014 5446.7993164062509 54479.306640625007 42.500000000000007 89063.015625000015 28.500000000000004 22.500000000000004 21324.808593750004 22629.428710937504 32.500000000000007 36.500000000000007 31.500000000000004 12078.030273437502 36.500000000000007 563.99078369140636 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 6 28 8 9 10 -3 -10 13 -13 -9 17 -17 -16 -11 20 22 25 -7 24 -23 -22 -4 -14 -6 -12 right_child=1 7 4 -5 5 19 -8 14 11 18 29 12 27 -15 15 16 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=1.0712504904310085e-05 -0.011941374742603279 -0.013750572474047752 0.0108838125761937 0.002292287445615819 -0.0077579986681117616 -0.016484132439974843 -0.039136331270336902 0.0067503214290908524 0.0047581660115506999 -0.014637499828528548 0.035120961949231408 -0.0047874751121296496 0.016340466405295698 -0.027491518710860283 0.0025023372902249208 -0.024632698823750371 -0.0017807867857966648 -0.023650227296215041 0.0044446021820594333 -0.020661025748043824 -0.017754385832957645 0.03452201007501185 0.011271924358804915 -0.0026588019853515665 0.0058673531021444982 0.008989517640844014 -0.0031343300990003117 0.0015503447663411272 0.014917972643623146 0.0053621663711001062 leaf_weight=320553.75890757958 90.041203454136848 14.224974468350409 313.75651936978102 258.9306877553463 39.431713923811913 13.877323091030119 11.799592435359953 253.36652035266161 222.59089671075344 152.07472155988216 11.168838731944563 44.681043229997158 32.565135270357132 51.077490247786045 691.84868051856756 30.269050881266594 384.97221279190853 11.836154028773306 22.153486967086792 11.780806273221968 62.826699107885361 24.215966150164604 139.15188156068325 55.802464783191681 73.177409425377846 10.963829651474951 30.221884444355965 72.603199161589146 12.612461924552916 10.748766683042048 leaf_count=1396565 490 124 1311 1264 179 57 49 1250 973 931 72 320 140 312 2977 171 1954 55 95 50 312 102 590 230 308 54 129 308 65 52 internal_value=2.11061e-05 0.00107719 0.00300834 -0.00138026 0.00492363 0.00135388 -0.00907765 -2.84488e-05 -0.00281994 -0.00890444 0.0070359 0.000202369 -0.00484464 -0.0168978 0.001261 1.80076e-05 -0.00344658 0.00206244 -0.0122112 0.00305371 0.00378889 0.000440925 0.00875489 0.00729115 0.0129921 -0.0137808 0.00965218 0.00613007 -0.00226267 0.0205267 internal_weight=323709 3154.77 1148.59 348.972 799.619 455.64 63.8438 2006.18 633.889 210.371 36.1426 423.518 200.927 95.7585 1372.29 1118.93 415.241 703.685 174.228 391.796 380.016 226.986 153.029 153.196 97.3934 73.7905 343.978 105.168 52.0442 21.9176 internal_count=1411489 14924 5190 1754 3436 1996 293 9734 3327 1274 248 2053 1080 632 6407 5157 2125 3032 1026 1703 1653 1006 647 640 410 366 1440 448 244 124 is_linear=0 shrinkage=0.03 Tree=696 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 1 0 2 1 2 2 2 1 2 0 2 2 1 2 0 1 2 2 0 0 0 2 1 2 split_gain=3.71638 7.05557 10.112 14.23 14.1196 8.45423 13.7703 7.56698 12.2512 11.668 10.5154 10.2025 28.0356 13.1837 9.76892 8.29097 15.5357 8.29378 7.43515 7.16654 6.61359 23.2191 10.1823 9.10966 15.7833 7.04734 5.83182 7.37684 10.4915 5.63265 threshold=17.500000000000004 40.500000000000007 3673.2597656250005 28.500000000000004 8374.6435546875018 13515.104003906252 26.500000000000004 49.500000000000007 2404.0227050781255 19.500000000000004 219.36421203613284 3673.2597656250005 10057.160644531252 24.500000000000004 2404.0227050781255 73.500000000000014 5224.6887207031259 54479.306640625007 42.500000000000007 89063.015625000015 28.500000000000004 22.500000000000004 21324.808593750004 22629.428710937504 32.500000000000007 36.500000000000007 31.500000000000004 5681.6511230468759 22.500000000000004 4814.8464355468759 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 6 -6 8 9 10 -3 -10 13 -13 -9 17 -17 -16 -11 20 22 25 -7 24 -23 -22 27 -4 -29 -28 right_child=1 7 4 -5 5 19 -8 14 11 18 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=1.0391119434502709e-05 -0.011652368560341643 -0.013474048613816904 0.019935070681475407 0.0022222097155466369 -0.002192403628157273 -0.016026784633340514 -0.038156964804343697 0.0065368763477865674 0.0046140079077138284 -0.014297427223366861 0.019673214163992338 -0.0046581049599168541 0.0059425568308207133 -0.027065211383783067 0.0024274445152944958 -0.024719139279678993 -0.001769480323511376 -0.022851235261457624 0.0043087706160504068 -0.020120596930586172 -0.017352949095895066 0.033704737347272869 0.01095172877243039 -0.0025785496181870574 0.0056943659337998576 0.008687762877031633 0.0082266515377163903 0.013800682109806858 -0.0075366639002139952 -0.0052253145946579991 leaf_weight=320553.68825524498 89.514299660921097 14.083568572998045 79.300291106104851 259.08091424405575 52.110045820474625 13.845617502927778 11.740268588066099 253.78389546275139 222.65803106129169 151.03707807511091 22.175996042788029 44.546393677592278 105.22999001294374 50.336838781833649 691.79891327023506 28.50581032037735 386.38799101300538 11.881790429353712 22.166108831763268 11.735015004873274 62.358874276280403 24.061404034495354 138.92710834741592 55.812864109873772 73.139017909765244 11.003682047128676 126.35913667082787 72.947198063135147 28.978285431861877 35.994840905070305 leaf_count=1396565 490 124 330 1264 244 57 49 1250 973 931 124 320 448 312 2977 165 1960 55 95 50 312 102 590 230 308 54 529 298 119 164 internal_value=2.04701e-05 0.00104565 0.00292227 -0.00134058 0.00478371 0.00131569 -0.00880527 -2.80464e-05 -0.00274364 -0.00867659 0.00679849 0.000195856 -0.00472005 -0.0165454 0.001223 1.73836e-05 -0.00334627 0.00200061 -0.0119163 0.00296894 0.00368358 0.000428643 0.0085067 0.00708139 0.0126282 -0.0134471 0.00937368 0.0130731 0.00773429 0.00524427 internal_weight=323705 3151.5 1146.91 348.595 798.314 454.734 63.8503 2004.59 632.234 209.463 36.2596 422.771 200.113 94.8832 1372.36 1118.57 414.894 703.681 173.203 390.884 379.149 226.376 152.773 153.013 97.2004 73.3626 343.58 181.226 101.925 162.354 internal_count=1411489 14924 5190 1754 3436 1996 293 9734 3327 1274 248 2053 1080 632 6407 5157 2125 3032 1026 1703 1653 1006 647 640 410 366 1440 747 417 693 is_linear=0 shrinkage=0.03 Tree=697 num_leaves=31 num_cat=0 split_feature=1 0 2 0 2 2 1 0 2 1 2 2 2 2 1 2 0 0 2 2 1 2 2 0 1 2 2 0 0 1 split_gain=3.49899 6.65295 9.53545 13.4631 13.299 7.96865 13.0525 7.13626 11.5897 11.0497 9.84015 9.77541 14.8908 13.7495 9.39964 9.17357 9.04258 7.806 14.8285 7.78021 7.06528 6.7674 6.54623 6.23059 21.9421 9.59867 8.59573 15.0161 6.69449 5.59581 threshold=17.500000000000004 40.500000000000007 3673.2597656250005 28.500000000000004 8374.6435546875018 13515.104003906252 26.500000000000004 49.500000000000007 2404.0227050781255 19.500000000000004 219.36421203613284 3407.3515625000005 10057.160644531252 4712.1987304687509 24.500000000000004 2404.0227050781255 42.500000000000007 73.500000000000014 5446.7993164062509 54479.306640625007 42.500000000000007 89063.015625000015 6665.8681640625009 28.500000000000004 22.500000000000004 21324.808593750004 22629.428710937504 32.500000000000007 36.500000000000007 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 29 6 -6 8 9 10 -3 -10 13 16 22 -9 -13 19 -19 -17 -11 23 -15 25 28 -7 27 -26 -25 -4 right_child=1 7 4 -5 5 21 -8 15 11 20 -12 12 -14 14 -16 17 -18 18 -20 -21 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=1.0079385419391848e-05 -0.011369284164852857 -0.01320095492161691 0.010296483388391408 0.0021543166683921601 -0.0021273229292412951 -0.015583094038592701 -0.037223058806931372 0.0063306091371579266 0.0064903271309101314 -0.013963857679765653 0.01890353361653167 -0.0194649803109159 0.0057616891303547751 -0.023710071524935084 -0.026656036337316089 0.0023547939673003973 0.00347118539953124 -0.023697733605722235 -0.001674545926669928 -0.022086190646621144 0.0041771978570514113 -0.019596008362981528 0.0060695398979806314 -0.016959740061765594 0.032919184486218014 0.010640711297001842 -0.0025007421801153248 0.0055264726677215856 0.0083974360401713518 -0.0032269180699512913 leaf_weight=320553.61971103837 88.998752579092979 13.94578545540571 312.87819937616587 259.22619462013245 52.093366593122482 13.813139304518698 11.674768716096876 254.18501123040915 145.30757741630077 150.02130597829819 22.383311949670315 19.331712499260902 105.27658565342426 10.447216197848322 45.964870944619179 691.74891469627619 77.445183850824833 29.634011916816235 384.91266932152212 11.923904791474341 22.178174331784248 11.688401862978933 18.24679371714592 61.897585406899452 23.89898145198822 138.70163378119469 55.822777286171913 73.10072748363018 11.041996210813521 30.195745289325714 leaf_count=1396565 490 124 1311 1264 244 57 49 1250 595 931 124 81 448 88 291 2977 434 171 1954 55 95 50 116 312 102 590 230 308 54 129 internal_value=1.98537e-05 0.00101515 0.00283921 -0.00130202 0.00464904 0.0012789 -0.0085527 -2.76082e-05 -0.00266943 -0.00845547 0.00657946 0.000189574 -0.00311909 -0.00857266 -0.0182456 0.00118617 -0.00111044 1.67764e-05 -0.00324888 0.00194064 -0.0116274 0.00288659 -0.00477293 0.00358128 0.000416736 0.00826564 0.00687808 0.0122755 -0.013121 0.00910622 internal_weight=323702 3147.99 1145.03 348.225 796.807 453.733 63.7681 2002.95 630.549 208.529 36.3291 422.02 276.712 171.436 74.6589 1372.4 96.7769 1118.22 414.547 703.673 172.199 389.965 28.694 378.277 225.762 152.515 152.822 96.9997 72.9396 343.074 internal_count=1411489 14924 5190 1754 3436 1996 293 9734 3327 1274 248 2053 1458 1010 495 6407 515 5157 2125 3032 1026 1703 204 1653 1006 647 640 410 366 1440 is_linear=0 shrinkage=0.03 Tree=698 num_leaves=31 num_cat=0 split_feature=1 3 2 1 0 2 0 2 2 2 2 0 3 3 2 2 1 2 2 0 0 1 0 2 1 0 2 2 0 0 split_gain=3.29402 6.35426 9.53876 14.6758 10.4393 9.3741 8.219 10.3849 14.162 9.02378 7.65884 15.0987 11.5897 10.3685 11.0699 12.1775 21.7988 7.85783 7.55701 7.07993 6.94613 6.83153 5.50966 5.3886 5.36049 8.58492 13.2488 14.4105 12.207 12.1792 threshold=17.500000000000004 1.469500005245209 1494.5967407226565 20.500000000000004 48.500000000000007 203.28157806396487 73.500000000000014 2404.0227050781255 5224.6887207031259 89063.015625000015 3673.2597656250005 28.500000000000004 2.5095000267028813 1.6674999594688418 5947.2192382812509 13515.104003906252 22.500000000000004 40737.804687500007 225.45304870605472 31.500000000000004 31.500000000000004 23.500000000000004 50.500000000000007 246.96897125244143 12.500000000000002 15.500000000000002 12367.713378906252 8714.5634765625018 18.500000000000004 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=24 2 3 5 18 -2 9 -8 -9 10 11 -3 13 -12 19 21 -17 -18 -5 -15 -19 -16 -6 -13 -1 -26 27 28 -27 -28 right_child=1 6 -4 4 22 -7 7 8 -10 -11 12 23 -14 14 15 16 17 20 -20 -21 -22 -23 -24 -25 25 26 29 -29 -30 -31 leaf_value=1.9000433257121044e-05 -0.0073064825064904559 -0.011092019104295492 0.00047918429585089311 -0.0059034627597698936 0.010966969006913544 0.016431950959712182 0.010287893706095027 -0.023802287219036381 -0.0016639718962714008 -0.021589469733621275 0.0099380132395737401 0.014098957950004778 0.0091086619316961531 0.015094314499899172 -0.0046770976079589122 -0.013842174162276922 0.008580144426958607 0.0082358159797219551 -0.023868801088463381 0.0026741298367837711 -0.02086065532127301 -0.029387400306346737 -0.0093033847094298461 0.0015495233804505815 0.0099377290004150562 -0.020667482112388329 -0.010159430020341281 0.0093028673464969659 -0.0010253381714842372 0.00054390824066937382 leaf_weight=318751.81497128098 27.315803609788418 88.494480967521667 912.09119106829166 31.864910364151001 20.851840138435364 33.129754140973091 59.106713354587555 27.883264817297459 386.3248677123338 13.274606898427008 135.24549133330584 33.725028023123741 353.19560216367245 49.620947405695915 17.783464804291725 79.303124815225601 130.25885769724846 12.905827462673189 62.219463840126991 246.50872913002968 17.25940628349781 23.21340100467205 28.64951203763485 354.35968700051308 56.023099571466446 29.18910576403141 285.29569379985332 122.40055756270885 1164.8684084713459 143.96170761436224 leaf_count=1387365 241 490 4177 236 117 199 281 165 1960 57 588 190 1477 209 98 388 547 52 413 1029 74 98 172 1666 260 154 1344 563 6279 600 internal_value=1.92556e-05 0.000985491 -0.000832534 -0.00669637 -0.0119167 0.00570437 0.00198582 -0.00147563 -0.00315426 0.00303933 0.00325137 9.02135e-05 0.00466557 0.00246183 0.000709008 -0.00355936 -0.000975444 0.00538502 -0.0177842 0.00475532 -0.00841208 -0.0186687 -0.000764746 0.00264008 9.777e-06 -0.00162197 -0.00199294 -0.000500565 -0.0015055 -0.00656981 internal_weight=323698 3144.59 1116.12 204.031 143.586 60.4456 2028.46 473.315 414.208 1555.15 1541.87 476.579 1065.29 712.099 576.854 280.724 239.727 160.424 94.0844 296.13 30.1652 40.9969 49.5014 388.085 320554 1801.74 1745.72 1316.46 1194.06 429.257 internal_count=1411489 14924 5555 1378 938 440 9369 2406 2125 6963 6906 2346 4560 3083 2495 1257 1061 673 649 1238 126 196 289 1856 1396565 9200 8940 6996 6433 1944 is_linear=0 shrinkage=0.03 Tree=699 num_leaves=31 num_cat=0 split_feature=1 3 2 1 0 2 0 2 2 2 2 2 0 3 3 2 2 1 2 0 0 1 1 1 2 2 0 2 1 0 split_gain=3.10034 5.98471 9.02011 13.9153 10.0018 8.74815 7.74218 9.75037 13.595 8.51643 7.31029 7.22102 14.2693 10.9178 9.75541 10.4302 11.4959 20.5927 7.39752 6.69206 6.51513 6.46029 5.2001 12.7383 10.4063 5.28016 5.18338 5.10018 5.04796 8.08465 threshold=17.500000000000004 1.469500005245209 1494.5967407226565 20.500000000000004 48.500000000000007 203.28157806396487 73.500000000000014 2404.0227050781255 4337.8815917968759 89063.015625000015 225.45304870605472 3673.2597656250005 28.500000000000004 2.5095000267028813 1.6674999594688418 5947.2192382812509 13515.104003906252 22.500000000000004 40737.804687500007 31.500000000000004 31.500000000000004 23.500000000000004 19.500000000000004 23.500000000000004 3118.6667480468755 3673.077514648438 50.500000000000007 5446.7993164062509 12.500000000000002 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=28 2 3 5 10 -2 9 -8 -9 11 -5 12 22 14 -13 19 21 -18 -19 -16 -20 -17 -3 24 -24 -25 -6 -15 -1 -30 right_child=1 6 -4 4 26 -7 7 8 -10 -11 -12 13 -14 27 15 16 17 18 20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31 leaf_value=1.8430428154581838e-05 -0.0071257550495897213 -0.020833668096727705 0.00046478877607884918 -0.0057482473486912137 0.010589468779623697 0.015793417199533418 0.0099427845155658778 -0.028218182012688556 -0.0018871761849967885 -0.021019370571775473 -0.023481625741387919 0.0096431389900228526 0.0025584534675485823 0.019074064590150281 0.01468554330780668 -0.0045468143018030233 -0.013493158020083719 0.008331798592331463 0.0079926206939497334 0.0025950443697305104 -0.02017214473796718 -0.028609850121673688 -0.0074963917720101579 -0.0045057301905968971 0.027144213796633405 -0.032416760213837506 -0.0090638871137949557 0.0075739646516634687 0.0096482719896296802 -0.0019346640461920246 leaf_weight=318751.67977520445 27.17058027535677 30.499902278184891 912.12971240282059 31.745414905250072 20.945862479507923 33.43043178319931 59.320211783051491 18.472063735127449 395.39837554935366 13.226345673203467 61.361095890402794 135.20036660134792 388.43288569152355 39.024587243795395 49.474328145384789 17.744834288954735 78.919651806354523 130.11938211321831 12.899658098816873 246.40222673118114 17.312217846512794 23.130218893289566 18.538848742842674 10.115695178508759 13.48005637526512 15.366885676980019 28.52622713893652 313.74915862083435 55.973488301038742 1744.4589758887887 leaf_count=1387365 241 173 4177 236 117 199 281 126 1999 57 413 588 1856 160 209 98 388 547 52 1029 74 98 104 53 68 92 172 1317 260 8940 internal_value=1.86754e-05 0.000956444 -0.000808542 -0.00652488 -0.0116433 0.00551756 0.00192767 -0.00143204 -0.00306239 0.00295093 -0.0174353 0.00315675 8.72533e-05 0.00453122 0.00239093 0.000688674 -0.00346024 -0.000948249 0.00522672 0.00461673 -0.00814655 -0.0181635 -0.0108205 -0.00550929 0.00708741 -0.0213371 -0.000742903 0.00884613 9.48312e-06 -0.00157456 internal_weight=323694 3142.14 1115.31 203.18 142.579 60.601 2026.83 473.191 413.87 1553.64 93.1065 1540.41 476.434 1063.98 711.203 576.003 280.126 239.251 160.331 295.877 30.2119 40.8751 88.0014 57.5015 32.0189 25.4826 49.4721 352.774 320552 1800.43 internal_count=1411489 14924 5555 1378 938 440 9369 2406 2125 6963 649 6906 2346 4560 3083 2495 1257 1061 673 1238 126 196 490 317 172 145 289 1477 1396565 9200 is_linear=0 shrinkage=0.03 Tree=700 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 0 2 0 1 2 2 1 0 1 1 2 0 0 1 0 0 2 1 1 2 2 0 0 split_gain=2.37136 10.5881 30.2006 54.8911 49.386 36.5008 27.5156 23.8889 20.1929 24.23 14.9476 14.7616 14.71 20.9906 13.0887 13.0402 11.6793 19.8281 39.8067 21.1827 18.8617 16.0162 19.065 17.8633 15.4752 13.1907 11.4317 11.435 11.1534 10.6604 threshold=2902.4506835937505 3546.369506835938 57.500000000000007 52.500000000000007 3118.6667480468755 62.500000000000007 64.500000000000014 45.500000000000007 3290.9838867187505 55.500000000000007 1.0000000180025095e-35 2958.6174316406255 3008.5642089843755 1.0000000180025095e-35 51.500000000000007 -5.4999999999999991 1.0000000180025095e-35 3290.9838867187505 59.500000000000007 62.500000000000007 -4.4999999999999991 60.500000000000007 59.500000000000007 3178.1462402343755 3.5000000000000004 1.5000000000000002 3061.900268554688 2958.6174316406255 73.500000000000014 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 3 7 5 -4 26 -2 12 -10 14 28 13 15 -9 -5 20 21 25 -20 -6 22 23 -18 -23 -19 27 -7 -8 -21 right_child=1 -3 4 8 16 6 11 10 9 -11 -12 -13 -14 -15 -16 -17 17 18 19 29 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-8.447246691414549e-05 0.0012979147595360511 1.8000143385924831e-05 -0.011815234104296283 -0.01701803654296135 -0.010065350194564764 0.0039351614066654101 -0.0099999421285260591 -0.0031845713486651837 0.0067465107275327075 -0.024747439484419414 -0.012321009562543573 -0.0098054476232216133 0.012332381709406894 -0.00018181159694047753 0.022011581101284507 0.015160514839694845 -0.014939821605003518 0.0060491340448916853 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336 internal_value=8.4362e-06 7.94371e-05 0.000925221 0.00179411 -0.00159364 -0.00735822 0.000466224 0.000930797 0.00799129 -0.00542043 -0.0062951 -0.00530834 0.00919146 0.00512417 -0.000597943 0.0130088 0.00082704 -0.000772631 0.00210587 -0.00193894 0.00375627 -0.00504552 -0.00941227 -0.00466535 0.000606867 0.0123231 0.0130109 0.0180274 0.00731136 0.00405977 internal_weight=323535 183389 12419.1 9233.84 3185.23 941.991 341.854 8104.79 1129.05 92.7362 391.861 234.096 1036.32 451.567 201.425 181.645 2243.24 1450.9 866.898 621.04 792.345 584 329.469 229.968 254.531 245.858 107.759 85.2811 61.5042 285.9 internal_count=1410681 810085 52245 39119 13126 3870 1413 34454 4665 381 1674 972 4284 1866 825 782 9256 5922 3538 2542 3334 2384 1333 927 1051 996 441 349 257 1186 is_linear=0 shrinkage=0.03 Tree=701 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 0 2 0 1 2 2 1 1 1 2 0 0 1 0 0 2 1 1 2 2 0 0 1 split_gain=2.23128 9.96707 28.4272 51.7408 46.4961 34.3684 25.9108 22.5065 19.0272 22.8353 14.2314 13.8953 13.8704 19.8295 12.2961 10.9951 18.671 37.5113 19.9387 17.7312 15.0914 18.0228 16.8282 14.597 12.4858 10.7756 10.7983 10.4878 10.3164 9.57592 threshold=2902.4506835937505 3546.369506835938 57.500000000000007 52.500000000000007 3118.6667480468755 62.500000000000007 64.500000000000014 45.500000000000007 3290.9838867187505 55.500000000000007 1.5000000000000002 2958.6174316406255 3008.5642089843755 1.0000000180025095e-35 -5.4999999999999991 1.0000000180025095e-35 3290.9838867187505 59.500000000000007 62.500000000000007 -4.4999999999999991 60.500000000000007 59.500000000000007 3178.1462402343755 3.5000000000000004 1.5000000000000002 3061.900268554688 2958.6174316406255 73.500000000000014 88.500000000000014 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 7 5 -4 25 29 12 -10 -9 27 13 14 -5 19 20 24 -19 -6 21 22 -17 -22 -18 26 -7 -8 -20 -2 right_child=1 -3 4 8 15 6 11 10 9 -11 -12 -13 -14 -15 -16 16 17 18 28 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-8.1938425165718144e-05 0.00010410340219919272 1.7460149958474585e-05 -0.011468222249144023 -0.01638789662705124 -0.0097304366786835315 0.0038179497576173063 -0.0097123612883459678 -0.0031338957064485397 0.0065481200305058714 -0.024044944220917536 -0.017092819968435775 -0.009516374946530794 0.011980432718539233 -0.00017635832961935321 0.014758691226978966 -0.014506902494286969 0.0058699243151705879 -0.0068478080587081698 0.0056763237915052689 0.0051518523046178355 0.0038166290145296264 -0.019824488148009693 0.0020746100362963476 -0.015405137252287603 0.019473342910155303 -0.0058386765600045281 0.025843272023961573 0.016223487446756443 -0.014751900914196642 0.0022266538773127518 leaf_weight=140145.54788869806 3515.4001695103943 170969.50032426754 599.75324089825153 12.233744516968725 80.165821105241776 32.227528139948845 21.658262893557549 307.59669272601604 56.875469252467155 35.767807096242905 83.59846468269825 172.50067539513111 583.8838204741478 269.92076078057289 168.8995600938797 91.525145024061203 135.39350992441177 334.98527202010155 261.53936845064163 711.80453339219093 211.73112106323242 99.241010680794716 138.35413348674774 42.732713650912046 110.10867750644684 22.487237676978111 52.945000976324081 39.851408421993256 24.317713484168053 4196.632797524333 leaf_count=600596 15611 757840 2457 60 362 132 90 1279 235 146 395 715 2418 1084 722 370 544 1356 1080 2972 866 406 557 185 452 92 217 167 106 17169 internal_value=8.18379e-06 7.7057e-05 0.000897835 0.00174088 -0.00154677 -0.00714183 0.000452525 0.000903036 0.00776194 -0.00526328 -0.00611692 -0.00515108 0.00892791 0.00497645 0.0126551 0.000802717 -0.000750005 0.00204407 -0.00188142 0.00364542 -0.00489787 -0.00913987 -0.00452723 0.000588672 0.0119711 0.0126326 0.0175093 0.00709118 0.00393851 0.00125913 internal_weight=323529 183384 12414.1 9230.81 3183.32 941.423 341.67 8103.23 1127.58 92.6433 391.195 234.01 1034.94 451.054 181.133 2241.9 1449.93 866.345 620.842 791.97 583.584 329.12 229.879 254.464 245.502 107.66 85.1725 61.5097 285.857 7712.03 internal_count=1410681 810085 52245 39119 13126 3870 1413 34454 4665 381 1674 972 4284 1866 782 9256 5922 3538 2542 3334 2384 1333 927 1051 996 441 349 257 1186 32780 is_linear=0 shrinkage=0.03 Tree=702 num_leaves=31 num_cat=0 split_feature=0 2 1 0 1 2 0 0 1 2 0 0 1 2 1 0 2 2 0 2 2 2 2 0 2 2 0 0 2 2 split_gain=2.22736 7.38343 19.3339 17.5718 9.95325 9.43384 13.6485 9.71512 10.4419 8.59992 15.41 14.6783 7.41129 7.01782 6.32889 5.63349 12.9955 10.6448 22.3316 10.5909 9.6596 48.4554 23.001 22.023 31.3741 18.8449 37.263 27.4726 25.8341 17.7932 threshold=74.500000000000014 415.59368896484381 1.5000000000000002 75.500000000000014 6.5000000000000009 586.15780639648449 81.500000000000014 87.500000000000014 1.0000000180025095e-35 607.01678466796886 79.500000000000014 81.500000000000014 1.0000000180025095e-35 188.89690399169925 1.0000000180025095e-35 82.500000000000014 37758.167968750007 628.10980224609386 77.500000000000014 25796.883789062504 32666.960937500004 25796.883789062504 16079.829101562502 78.500000000000014 36319.728515625007 30543.693359375004 78.500000000000014 79.500000000000014 28435.229492187504 7128.9062500000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 13 -4 6 -3 -8 -9 10 12 -12 -7 14 -2 17 19 18 -11 -17 21 22 29 24 -22 27 -27 -23 -29 -19 right_child=1 5 4 -5 -6 9 7 8 -10 15 11 -13 -14 -15 -16 16 -18 20 -20 -21 23 25 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-1.1744695952435563e-05 0.018316253719101658 -0.0032491284104141233 -0.012394319463593834 0.0026100625859292494 0.018198469591166173 0.0059063393351856284 0.013925466895138523 0.014055551494349412 -0.011885987495919527 -0.046055493364565346 -0.0083056689761420253 0.023181437234880923 0.018937472126507749 0.01883559301884713 -0.0087330395728937287 -0.00066027111383904001 0.0014414231102296753 0.0003263025202426679 -0.003594151916853082 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internal_value=7.93863e-06 0.000322732 0.00340066 0.00547522 -0.00899764 0.000209335 -0.00222461 0.00679403 -0.00224658 0.000399308 0.00580897 -0.00337185 0.0116094 0.0149994 0.0027146 0.000315308 -0.00020101 0.00090078 -0.00734925 -0.001 0.00104852 0.0016066 0.00100815 -0.000968913 -0.00445785 0.0136544 0.00152227 0.0185386 0.0024374 0.00154004 internal_weight=323525 19038.9 676.507 579.535 96.9718 18362.3 1329.44 135.618 59.8037 17032.9 260.438 100.836 159.602 134.023 31.8921 16772.5 8912.6 7859.87 138.28 5995.82 7721.59 6048.43 5762.2 1673.16 825.211 286.228 82.1549 204.073 64.9971 5341.56 internal_count=1410681 81809 3068 2571 497 78741 5658 608 286 73083 1113 443 670 562 138 71970 39170 32800 594 25842 32206 25117 23945 7089 3458 1172 336 836 265 22231 is_linear=0 shrinkage=0.03 Tree=703 num_leaves=31 num_cat=0 split_feature=0 2 1 0 1 2 0 0 2 0 0 1 1 2 0 2 2 0 1 0 2 0 1 2 0 0 2 2 0 2 split_gain=2.09611 6.95176 18.2239 16.5629 9.37936 8.88009 12.8545 9.43991 8.08618 14.4652 13.8255 6.88485 6.713 7.69704 5.55624 5.75279 9.42303 28.7008 8.47775 5.39237 6.35433 8.46421 6.3637 5.33395 5.32221 5.30147 12.23 10.0276 21.2689 9.96903 threshold=74.500000000000014 415.59368896484381 1.5000000000000002 75.500000000000014 6.5000000000000009 586.15780639648449 81.500000000000014 82.500000000000014 607.01678466796886 79.500000000000014 81.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 259.04246520996099 80.500000000000014 356.29209899902349 320.40057373046881 78.500000000000014 1.0000000180025095e-35 79.500000000000014 216.75743103027347 77.500000000000014 1.0000000180025095e-35 444.35388183593756 79.500000000000014 82.500000000000014 37758.167968750007 628.10980224609386 77.500000000000014 25796.883789062504 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 6 24 -8 9 11 -11 -7 -2 -14 15 16 19 18 -18 20 -5 -22 -23 -9 -3 27 29 28 -10 -27 right_child=1 5 4 14 -6 8 7 23 25 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.1392344656496939e-05 0.020544603991743404 -0.0023025419539587917 -0.012089196904120624 0.00088879207990893094 0.01751934367964458 0.0057333856320210333 0.027884143665758965 -0.010043500635300077 -0.045108302172702716 -0.0080714455893850217 0.022499021738203319 0.018277851114339327 -0.0089765911574832755 0.014334868445100945 -0.0021049036288211397 -0.010745299544311419 -0.017670156700019587 0.044434007951466119 0.01600922247834979 -0.0091324631254451182 0.0031827573688769785 0.033991572078976885 0.0076127491901658946 0.0066001234985848855 -0.0078732291234958982 -0.00064049971234177465 0.0013986349454255468 0.0010172097254796942 -0.0034881626512385539 -0.0055107679252906832 leaf_weight=304486.42569821695 74.6915492862463 1011.2121350467205 85.736626520752907 120.36090022325516 10.847255729138849 89.687410578131676 16.474029392004013 21.059058234095573 12.112886160612105 84.880709305405617 15.791346564888952 70.193751692771912 18.578336283564568 40.617031991481781 152.83930285274982 19.604847371578217 14.715415000915527 21.021695405244827 12.390382185578346 26.784751415252686 43.878229916095734 19.98531773686409 13.994164258241652 97.863309025764465 182.15880683064461 5589.6594433560967 2915.8458728538826 7720.8343345373869 125.98608739674091 405.71445377543569 leaf_count=1328872 311 4271 441 591 56 367 69 95 52 374 69 303 82 169 697 82 60 87 52 116 182 82 60 444 779 24087 13328 32206 542 1755 internal_value=7.70069e-06 0.000313107 0.00330075 0.00531166 -0.00876389 0.000203094 -0.00215897 0.00660112 0.000387387 0.0056318 -0.00327618 0.0112409 0.0145644 0.00701862 0.0025314 0.00495204 0.00607877 0.0181272 -0.00227491 0.00350166 0.00520888 0.0118873 0.0231277 0.00365283 -0.00315286 0.000305906 -0.000195009 0.000873892 -0.00713873 -0.000970077 internal_weight=323522 19035.5 676.046 579.462 96.5839 18359.5 1328.77 135.396 17030.7 260.553 100.672 159.881 133.887 59.1954 445.575 292.736 273.131 48.1275 27.1058 225.003 198.219 77.8577 33.9795 118.922 1193.37 16770.2 8911.22 7858.93 138.099 5995.37 internal_count=1410681 81809 3068 2571 497 78741 5658 608 73083 1113 443 670 562 251 2009 1312 1230 199 112 1031 915 324 142 539 5050 71970 39170 32800 594 25842 is_linear=0 shrinkage=0.03 Tree=704 num_leaves=31 num_cat=0 split_feature=2 2 0 0 2 0 0 0 2 0 1 2 2 1 0 1 1 2 0 0 1 0 0 2 1 1 2 2 0 0 split_gain=2.03767 9.43054 26.7585 48.7763 43.792 32.3446 24.415 21.1987 17.929 21.5259 13.7631 13.0905 13.0794 18.7331 12.3333 11.5957 10.3474 17.5838 35.3463 18.7728 16.6771 14.2222 17.041 15.8545 13.7714 11.8215 10.1592 10.2024 9.86378 9.70185 threshold=2902.4506835937505 3546.369506835938 57.500000000000007 52.500000000000007 3118.6667480468755 62.500000000000007 64.500000000000014 45.500000000000007 3290.9838867187505 55.500000000000007 1.0000000180025095e-35 2958.6174316406255 3008.5642089843755 1.0000000180025095e-35 51.500000000000007 -5.4999999999999991 1.0000000180025095e-35 3290.9838867187505 59.500000000000007 62.500000000000007 -4.4999999999999991 60.500000000000007 59.500000000000007 3178.1462402343755 3.5000000000000004 1.5000000000000002 3061.900268554688 2958.6174316406255 73.500000000000014 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 3 7 5 -4 26 -2 12 -10 14 28 13 15 -9 -5 20 21 25 -20 -6 22 23 -18 -23 -19 27 -7 -8 -21 right_child=1 -3 4 8 16 6 11 10 9 -11 -12 -13 -14 -15 -16 -17 17 18 19 29 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.8654906385076365e-05 0.0012219776038400638 1.5324013733911477e-05 -0.011131220507709877 -0.015786267908580637 -0.0094109429063273242 0.0037049190345051471 -0.0094324628295895316 -0.0029926631145019622 0.0063562586622423322 -0.023367264181559811 -0.0117525419219375 -0.00924134154951811 0.011639493050213811 -0.00017037419044592476 0.021484301968173438 0.0143682527174802 -0.01408692839839434 0.0056967449477203511 -0.0066448589961690067 0.0071901484483004397 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0.000871791 0.00168966 -0.00150083 -0.0069326 0.000436902 0.000876634 0.00754003 -0.00511049 -0.00594122 -0.00500243 0.00867274 0.00483371 -0.00048505 0.0123119 0.00077992 -0.000726964 0.00198519 -0.00182402 0.00353815 -0.00475393 -0.00887521 -0.00439265 0.000572099 0.0116305 0.0122676 0.0170097 0.0068794 0.00382229 internal_weight=323519 183376 12410.6 9229.19 3181.4 940.806 341.463 8103.11 1126.09 92.5421 390.658 233.917 1033.54 450.539 201.486 180.619 2240.59 1448.98 865.839 620.704 791.611 583.141 328.753 229.783 254.388 245.135 107.547 85.0503 61.5078 285.877 internal_count=1410681 810085 52245 39119 13126 3870 1413 34454 4665 381 1674 972 4284 1866 825 782 9256 5922 3538 2542 3334 2384 1333 927 1051 996 441 349 257 1186 is_linear=0 shrinkage=0.03 Tree=705 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 1 0 3 0 2 0 0 1 2 2 2 0 0 0 2 0 1 2 3 1 3 0 0 2 2 split_gain=3.0835 12.0173 14.2761 14.0242 15.5285 22.1914 17.0816 11.9551 11.27 21.3921 32.6714 26.2777 18.4988 18.2927 21.6333 16.8327 17.3367 16.481 42.0314 34.8347 16.3972 16.1208 14.9467 22.4511 17.5578 16.6141 16.5286 41.0259 24.7174 15.5268 threshold=1494.5967407226565 1420.9512329101565 18.500000000000004 1.3535000085830691 1.1980000138282778 1.0000000180025095e-35 48.500000000000007 1.1054999828338625 11.500000000000002 997.99557495117199 21.500000000000004 14.500000000000002 -8.4999999999999982 911.27563476562511 1087.538757324219 1018.5688781738282 12.500000000000002 31.500000000000004 42.500000000000007 1045.9146118164065 29.500000000000004 1.0000000180025095e-35 1116.587829589844 1.1054999828338625 3.5000000000000004 1.1054999828338625 60.500000000000007 54.500000000000007 1320.400329589844 1236.168395996094 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 4 5 7 -7 -4 13 -10 11 15 -13 -1 -15 -11 -17 20 19 -19 -12 -16 25 24 -24 -20 27 28 -25 -28 right_child=-2 2 3 -5 -6 6 -8 -9 9 10 17 12 -14 14 21 16 -18 18 22 -21 -22 -23 23 26 -26 -27 29 -29 -30 -31 leaf_value=0.0021258134598195859 -7.1775678096728938e-05 0.0095459500261504664 0.038838742266485975 -0.00034960365776085157 0.021036234145927091 -0.029086318336766625 0.0082199373127204017 3.5709689761263493e-05 1.027749731520041e-05 -0.0033534261263157904 -0.0003790324990573154 -0.023633590639837478 0.010706361366049773 -0.01184130704205456 0.00041338164498293397 0.0077472545128991531 0.00078987504289798171 -0.0079728227442769587 -0.005825576750869331 0.0063320943338638809 -0.0077059860942976423 -0.0045420830365802837 0.0043577527959377258 -0.0039360265239324239 0.034676476705210874 0.0027799523816966756 0.0046057692191991094 -0.015548233027343686 0.01091492452375816 -0.0031610849829900433 leaf_weight=888.20196510106325 215278.58936411282 250.62378367781639 15.801238030195238 695.31206165254116 63.386733055114746 24.784247145056725 19.927665397524834 13.045944347977636 94113.066370882094 333.57860551774502 965.31034705042839 14.454598784446715 607.0147639811039 220.96695727109909 1200.4470060430467 633.47880779951811 656.29169051349163 168.80215086042881 231.69871431589127 1658.5327721089125 384.34646412730217 1163.4363745898008 234.07375663518906 956.6601005718112 18.553122401237488 1570.6200663968921 408.06621086597443 265.38212046027184 112.75175184011459 535.83266140520573 leaf_count=4369 945536 1148 73 2934 267 110 82 55 402910 1507 4047 75 2637 1015 5601 2911 2971 713 1166 7047 1607 5054 994 4092 81 6827 1740 1118 481 2330 internal_value=-6.06547e-06 0.000124403 0.00326893 0.00137869 0.0101537 0.00077608 -0.0124593 0.0212903 9.26807e-05 0.000148891 0.00148612 0.00466175 0.00990766 -0.00158839 -0.00286466 0.00265345 0.00420704 0.000536976 0.00119473 0.00501066 -0.00246555 -0.00202556 -0.000414312 -0.00190096 0.00658438 0.00167366 -0.00284169 -0.00499027 -0.00237024 0.00019668 internal_weight=323703 108424 1082.88 832.258 136.946 73.5591 44.7119 28.8472 107342 103869 9755.45 2244.82 621.469 3473.05 2584.85 1623.35 1289.77 7510.63 6160.97 1827.33 1349.66 2363.88 4333.64 2531.32 252.627 1802.32 2278.69 1334.79 1069.41 943.899 internal_count=1411498 465962 4669 3521 587 320 192 128 461293 445254 42344 10101 2712 16039 11670 7389 5882 32243 26589 7760 5654 10655 18829 10836 1075 7993 9761 5691 4573 4070 is_linear=0 shrinkage=0.03 Tree=706 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 1 0 3 0 2 0 0 1 2 2 2 0 0 0 2 0 1 2 3 1 3 0 0 2 2 split_gain=2.9014 11.317 13.4649 13.2397 14.5632 21.0256 16.2417 11.4998 10.6091 20.1357 30.7721 24.7831 17.3423 17.2219 20.3466 15.8471 16.3477 15.5098 39.5721 32.7907 15.4395 15.1931 14.0653 21.1198 16.3399 15.6465 15.5573 38.6909 23.257 14.6092 threshold=1494.5967407226565 1420.9512329101565 18.500000000000004 1.3535000085830691 1.1980000138282778 1.0000000180025095e-35 48.500000000000007 1.1054999828338625 11.500000000000002 997.99557495117199 21.500000000000004 14.500000000000002 -8.4999999999999982 911.27563476562511 1087.538757324219 1018.5688781738282 12.500000000000002 31.500000000000004 42.500000000000007 1045.9146118164065 29.500000000000004 1.0000000180025095e-35 1116.587829589844 1.1054999828338625 3.5000000000000004 1.1054999828338625 60.500000000000007 54.500000000000007 1320.400329589844 1236.168395996094 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 4 5 7 -7 -4 13 -10 11 15 -13 -1 -15 -11 -17 20 19 -19 -12 -16 25 24 -24 -20 27 28 -25 -28 right_child=-2 2 3 -5 -6 6 -8 -9 9 10 17 12 -14 14 21 16 -18 18 22 -21 -22 -23 23 26 -26 -27 29 -29 -30 -31 leaf_value=0.0020624212150956714 -6.9622129259513932e-05 0.0092754833140938197 0.038212843565602929 -0.00033911752133548346 0.02040338162676851 -0.028475652461536827 0.0079630144424437197 3.4638425019357846e-05 9.9692488877983482e-06 -0.0032517143498377948 -0.00036765980743195875 -0.022667238375369762 0.010402694605568764 -0.011485707311755198 0.0004010424491602892 0.0075245465859160934 0.00076623108215573407 -0.0077327270487833289 -0.0056625368993943308 0.0061458137909276931 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internal_value=-5.88311e-06 0.000120679 0.0031734 0.00133803 0.00987909 0.000757474 -0.0121418 0.0208146 8.99051e-05 0.00014443 0.00144203 0.00452523 0.00962387 -0.00154156 -0.00278052 0.00257508 0.00408359 0.000520959 0.00115914 0.00486295 -0.00239195 -0.0019662 -0.000401983 -0.00184427 0.00638313 0.00162354 -0.00275709 -0.00484195 -0.00229909 0.000190785 internal_weight=323698 108419 1082.04 831.841 136.532 73.1402 44.5128 28.6274 107337 103865 9752.21 2243.24 620.624 3471.26 2583.22 1622.61 1288.92 7508.98 6159.52 1826.38 1349.46 2362.24 4333.14 2530.96 252.762 1802.18 2278.19 1334.43 1069.43 943.765 internal_count=1411498 465962 4669 3521 587 320 192 128 461293 445254 42344 10101 2712 16039 11670 7389 5882 32243 26589 7760 5654 10655 18829 10836 1075 7993 9761 5691 4573 4070 is_linear=0 shrinkage=0.03 Tree=707 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 1 0 3 0 2 0 0 1 2 2 2 0 1 0 0 0 1 3 0 1 0 2 2 3 0 split_gain=2.73004 10.6577 12.6993 12.5012 13.6609 19.9241 15.4461 11.0682 9.98685 18.9531 29.0953 28.8253 21.0237 16.2137 19.1378 14.9191 15.4146 14.3182 12.1947 11.4257 11.2554 11.253 11.2509 44.4849 20.4973 17.5173 14.394 12.2181 18.1666 21.1012 threshold=1494.5967407226565 1420.9512329101565 18.500000000000004 1.3535000085830691 1.1980000138282778 1.0000000180025095e-35 48.500000000000007 1.1054999828338625 11.500000000000002 997.99557495117199 20.500000000000004 14.500000000000002 -3.4999999999999996 911.27563476562511 1087.538757324219 1018.5688781738282 12.500000000000002 1.0000000180025095e-35 12.500000000000002 24.500000000000004 6.5000000000000009 -8.4999999999999982 1.7404999732971194 42.500000000000007 1.5000000000000002 62.500000000000007 1018.5688781738282 1236.168395996094 2.5095000267028813 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 8 -3 4 5 7 -7 -4 13 18 11 15 19 -1 20 -11 -17 -16 -10 -12 -15 -13 23 24 -14 26 -25 28 29 -24 right_child=-2 2 3 -5 -6 6 -8 -9 9 10 12 21 22 14 17 16 -18 -19 -20 -21 -22 -23 27 25 -26 -27 -28 -29 -30 -31 leaf_value=0.0020009104854865662 -6.7533200060406723e-05 0.0090125227224320675 0.037612170539093 -0.00032894573470551114 0.019793286581630598 -0.027882687800987814 0.0077146779997125372 3.3599692488263185e-05 -0.005888839499342385 -0.0031531337586442249 -0.025380455743071337 -0.016415117462554137 0.0081777890277674563 0.0079197316161529491 0.0003890690734849458 0.0073081139953045139 0.00074329420907763924 -0.0042844300452828006 2.9440679654065361e-05 -0.0050955537465563472 -0.013546327715359954 0.011281690113910305 -0.0065477356687354965 0.0066039214495587084 -0.0029415559473321079 0.019083130546660405 -0.0011546791308814578 -0.0028488266022306157 0.0035374363901967678 0.0025361550193936742 leaf_weight=887.88174602761865 215280.16251398384 249.78196540474892 15.358886599540712 695.3047786206007 63.385747864842415 24.332990974187851 19.977164685726166 13.045766711235045 314.39408968389034 333.79786777496338 27.101259648799896 13.550220146775244 1075.2604188472033 24.757506355643272 1200.0877465344965 631.88056270033121 656.20389243960381 1160.5524039417505 93798.777131084353 320.90390013158321 196.21345864236355 514.2248130440712 475.43004409968853 235.58756054192781 173.24315766990185 41.811446771025658 2487.7391034290195 1196.9309373646975 1119.170722335577 446.09156899154186 leaf_count=4369 945536 1148 73 2934 267 110 82 55 1457 1507 133 69 4546 133 5601 2911 2971 5054 401453 1499 882 2252 1977 1060 750 174 10768 5072 4796 1859 internal_value=-5.70626e-06 0.000117066 0.00308071 0.0012986 0.00961333 0.000739431 -0.0118337 0.020353 8.72125e-05 0.000140103 0.00139926 0.00448071 0.000527589 -0.0014961 -0.00269881 0.00249901 0.00396372 -0.00190855 9.6701e-06 -0.00667526 -0.0111413 0.0105706 0.000873271 0.0019346 0.00663486 -0.000187638 -0.000483504 -0.00044245 0.000968966 -0.00215039 internal_weight=323693 108413 1081.19 831.405 136.101 72.7148 44.3102 28.4047 107332 103862 9748.93 2149.66 7599.27 3469.49 2581.61 1621.88 1288.08 2360.64 94113.2 348.005 220.971 527.775 7251.26 4013.64 1248.5 2765.14 2723.33 3237.62 2040.69 921.522 internal_count=1411498 465962 4669 3521 587 320 192 128 461293 445254 42344 9710 32634 16039 11670 7389 5882 10655 402910 1632 1015 2321 31002 17298 5296 12002 11828 13704 8632 3836 is_linear=0 shrinkage=0.03 Tree=708 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 1 0 3 1 1 0 2 0 0 0 0 1 2 2 0 1 2 0 2 2 0 0 2 1 1 split_gain=2.56891 10.0369 11.9767 11.8056 12.8169 18.8829 14.6921 10.6585 9.5034 9.49627 9.50349 19.2764 26.9059 30.6486 36.4445 22.1024 15.4182 15.2652 18.2975 17.6033 14.0744 14.0453 14.5344 13.0747 12.1331 22.3317 11.4885 11.1098 14.7108 11.0007 threshold=1494.5967407226565 1420.9512329101565 18.500000000000004 1.3535000085830691 1.1980000138282778 1.0000000180025095e-35 48.500000000000007 1.1054999828338625 48.500000000000007 23.500000000000004 11.500000000000002 997.99557495117199 42.500000000000007 37.500000000000007 21.500000000000004 14.500000000000002 -8.4999999999999982 911.27563476562511 1116.587829589844 10.500000000000002 -3.4999999999999996 1018.5688781738282 12.500000000000002 1018.5688781738282 1087.538757324219 39.500000000000007 12.500000000000002 346.46589660644537 -1.4999999999999998 -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 8 -3 4 5 7 -7 -4 9 10 17 26 13 14 15 21 -17 -1 -19 -20 -21 -13 -23 -14 25 -15 27 -12 -29 -25 right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 12 23 24 -16 16 -18 18 19 20 -22 22 -24 29 -26 -27 -28 28 -30 -31 leaf_value=0.0019412259727240625 -6.5507005474562882e-05 0.0087568513734042307 0.037034780379224745 -0.00031907901953815918 0.019204727965320089 -0.027306295670409396 0.007474594502672554 3.2592189593770658e-05 0.022917387329259079 -0.0066926471332604872 -0.028713108633034938 -0.0030575819686771161 0.0044484365745324607 0.020635703461283971 -0.001311015394734772 -0.021074061164904387 0.0098325729604339801 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2911 2971 2450 4163 669 400524 172 1188 14228 internal_value=-5.53355e-06 0.000113565 0.00299076 0.00126037 0.00935596 0.00072192 -0.0115344 0.0199046 8.46035e-05 8.11133e-05 9.2871e-05 0.000144552 0.00141721 0.00282811 0.00164115 0.00426643 0.00908928 -0.00145204 -0.00261965 -0.00139614 0.0034246 0.00242517 0.00384734 -0.000350682 0.00713226 0.000365349 1.30429e-05 -0.00571206 -0.00432939 -0.000919717 internal_weight=323689 108408 1080.32 830.954 135.653 72.2841 44.1046 28.1795 107327 107311 107125 103657 9708.18 5399.22 4232.12 2240.08 618.923 3467.6 2579.88 2089.78 514.037 1621.16 1287.26 4308.97 1167.1 198.011 93949.1 314.4 296.572 3852.21 internal_count=1411498 465962 4669 3521 587 320 192 128 461293 461224 460159 444120 42139 23441 18445 10101 2712 16039 11670 9440 2327 7389 5882 18698 4996 833 401981 1457 1360 16678 is_linear=0 shrinkage=0.03 Tree=709 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 1 0 3 1 1 0 2 0 0 2 2 2 2 1 0 0 0 0 1 1 2 1 2 1 0 split_gain=2.41728 9.45241 11.2948 11.1501 12.0272 17.8983 13.9771 10.2688 8.93254 8.96404 8.94146 18.1757 27.8501 18.0788 14.677 22.0155 14.362 17.3427 13.5311 13.0875 33.5329 25.5481 12.2703 16.9971 11.68 11.4863 11.2254 10.652 11.4345 10.6017 threshold=1494.5967407226565 1420.9512329101565 18.500000000000004 1.3535000085830691 1.1980000138282778 1.0000000180025095e-35 48.500000000000007 1.1054999828338625 48.500000000000007 23.500000000000004 11.500000000000002 930.90408325195324 44.500000000000007 13.500000000000002 203.28157806396487 327.07788085937506 911.27563476562511 1087.538757324219 1.0000000180025095e-35 37.500000000000007 21.500000000000004 15.500000000000002 68.500000000000014 1.0000000180025095e-35 1.0000000180025095e-35 911.27563476562511 1.0000000180025095e-35 1266.0092773437502 -2.4999999999999996 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 8 -3 4 5 7 -7 -4 9 10 16 13 19 14 -12 -16 -1 29 -19 20 21 -13 -14 -24 27 26 -17 -23 -29 -18 right_child=-2 2 3 -5 -6 6 -8 -9 -10 -11 11 12 22 -15 15 25 17 18 -20 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0018833135683567342 -6.3541564517553668e-05 0.0085082630876266423 0.036478896984751534 -0.0003095081289888437 0.018636583977465964 -0.0267454386939565 0.0072424452282310332 3.1614617937330461e-05 0.022207498911652006 -0.0065131510617308349 0.026926143281935874 0.0020645336844128991 -0.0017785461410284283 4.0171930803376608e-05 -0.036169000667314509 0.0030648603646691577 0.0079174322194176441 0.00044299832108195091 -0.0041015835329263946 0.0043043380460098682 -0.0011460584379846016 0.0034306143308841033 0.0054567984931997255 -0.0011617518431460631 0.013239021889298659 -0.0076086160417112745 -0.0058002955265360713 -0.0042913009481197629 0.022089210138075032 -0.012917186517968521 leaf_weight=887.57666412368417 215281.64093200641 248.96139045059681 14.906929627060892 695.29779778420925 63.341883450746536 23.87537781894207 20.021426320075989 13.045599922537802 16.41978594660759 185.34577683359385 13.540906161069868 2321.6946821585298 2936.7154460698366 90724.73663796857 19.388483449816704 287.10848405212164 24.756907477974892 1200.8935818560421 1158.4270015358925 2174.4661083519459 2351.4573444277048 382.34629932045937 600.19242171943188 835.10999444127083 283.70963755249977 412.49661333858967 232.77147163450718 19.686439245939255 59.422510758042336 196.03026588261127 leaf_count=4369 945536 1148 73 2934 267 110 82 55 69 1065 120 10560 12951 387520 99 1402 133 5601 5054 9253 9853 1729 2507 3742 1155 1847 1023 99 260 882 internal_value=-5.36581e-06 0.000110167 0.00290347 0.00122328 0.00910654 0.000704911 -0.0112435 0.0194687 8.20723e-05 7.86867e-05 9.00921e-05 0.000140223 0.00123994 -3.28055e-06 -0.00408718 -0.00452841 -0.00140842 -0.0025408 -0.00178839 0.00233824 0.00154922 0.00361577 -0.00066746 0.00160589 0.00844892 -0.00387046 -0.000904432 0.00550389 0.0155244 -0.010581 internal_weight=323685 108404 1079.45 830.489 135.191 71.8493 43.8968 27.9525 107324 107308 107123 103655 11964.8 91690 965.306 951.765 3467.68 2580.11 2359.32 7592.78 5418.32 3066.86 4372.02 1435.3 745.165 932.377 519.88 461.455 79.109 220.787 internal_count=1411498 465962 4669 3521 587 320 192 128 461293 461224 460159 444120 52109 392011 4491 4371 16039 11670 10655 32909 23656 13803 19200 6249 3243 4272 2425 2088 359 1015 is_linear=0 shrinkage=0.03 Tree=710 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 0 1 3 3 0 0 2 0 0 1 0 0 2 2 1 0 2 1 1 2 0 1 2 0 split_gain=2.54898 12.1375 10.6582 13.8227 10.8565 10.9662 11.902 8.0809 6.76302 9.22715 7.45483 6.71752 6.05192 12.6115 26.5756 10.4019 7.91933 7.76276 11.6041 14.5612 12.9447 11.3582 10.6972 15.8774 10.8396 7.24034 12.1868 8.22998 6.61095 14.3181 threshold=58311.849609375007 56232.490234375007 5.4584999084472665 5.9049999713897714 -2.4999999999999996 6.4175000190734872 3.5000000000000004 -9.4999999999999982 21.500000000000004 8.545499801635744 8.5000000000000018 21.500000000000004 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 83842.167968750015 99992.636718750015 -1.4999999999999998 2.5000000000000004 71819.058593750015 1.5000000000000002 -1.4999999999999998 75237.886718750015 2.5000000000000004 1.0000000180025095e-35 79002.019531250015 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 -5 -6 -7 -2 9 -8 -11 12 13 -9 -15 16 -16 18 22 21 -21 -20 23 24 -14 26 -24 28 -27 -30 right_child=7 2 3 4 5 6 8 11 -10 10 -12 -13 17 14 15 -17 -18 -19 19 20 -22 -23 25 -25 -26 27 -28 -29 29 -31 leaf_value=2.0975821305995081e-05 0.0037303371888658763 8.1400202738850488e-05 0.020936651920922235 -0.014810055725866527 -0.015714483900387353 -0.0010495443030469707 0.011878261951878253 0.01570140292980619 0.013444328792788989 0.0093931446646257112 -0.01729475644513926 0.0004158172893812604 0.011622538736214634 -0.017379463646068585 -0.020521447609448181 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482 535 175 1033 737 55416 4492 3346 26194 114 218 200 2633 979 1679 960 289 116 internal_value=5.85382e-06 3.19331e-05 0.00340639 0.00642342 0.00471359 0.00582949 0.00690933 -0.000265815 0.0102408 0.00356903 -0.00724926 -0.000329986 -0.000620405 -0.00359345 -0.00457737 -0.00129313 -0.00626107 -0.000529212 0.000368538 -0.000279498 0.000558929 -0.00351306 0.00305445 0.00026247 -0.00100214 0.0060111 0.0101258 0.00321523 -0.00216769 -0.00949576 internal_weight=323798 295437 956.216 501.325 448.488 424.24 403.991 28361 284.784 92.3826 40.1322 27912.7 20089.7 597.875 568.867 452.725 206.392 19491.8 6000.14 4833.86 3838.57 995.298 1166.28 599.842 562.107 566.435 229.168 337.267 145.413 62.8832 internal_count=1412034 1274797 4653 2790 2565 2374 2290 137237 1699 395 172 133458 99781 2663 2480 1945 912 97118 41702 34146 29540 4606 7556 3315 3115 4241 1897 2344 1384 405 is_linear=0 shrinkage=0.03 Tree=711 num_leaves=31 num_cat=0 split_feature=1 3 2 0 2 2 0 2 2 2 2 1 0 0 2 2 2 0 1 2 0 2 2 2 1 1 2 0 3 2 split_gain=2.46329 7.83776 30.7772 13.3403 38.2787 49.6137 19.2632 74.9479 33.5782 25.0227 18.3762 16.3632 15.9443 22.4453 43.4171 20.716 20.6345 15.8689 15.8186 24.1824 34.7834 26.4641 15.7338 15.5986 15.5531 15.3248 15.2603 14.3781 12.3563 37.5992 threshold=1.0000000180025095e-35 2.5095000267028813 563.99078369140636 46.500000000000007 5947.2192382812509 7656.2912597656259 37.500000000000007 11817.106933593752 18300.850585937504 47442.083984375007 8374.6435546875018 12.500000000000002 35.500000000000007 32.500000000000007 14362.723632812502 16861.583007812504 13196.084960937502 29.500000000000004 2.5000000000000004 8931.5649414062518 42.500000000000007 12078.030273437502 13515.104003906252 19411.564453125004 2.5000000000000004 1.5000000000000002 17336.302734375004 51.500000000000007 3.0835000276565556 8173.5148925781259 decision_type=2 2 2 2 2 2 2 2 2 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 10 11 17 25 12 13 14 -9 -15 24 -10 19 20 -8 -21 -5 27 -14 -7 -18 -24 29 -4 right_child=1 2 28 22 5 6 18 8 9 -11 -12 -13 16 15 -16 -17 26 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-8.0324681915381975e-05 0.0011966157388785515 -0.0017488808566934258 0.00041176629516283671 -0.00026619754359524615 -0.0085588424051821869 0.014692303172635871 -0.016024377595499732 -0.009494188385527156 0.0045466415128482254 0.0021004596065424966 -0.012291138984404433 -0.0081099082766362303 0.021662129007283572 0.013579358434563907 0.010756126866378659 -0.0018529207896654859 -0.0076231263898799114 -0.0047385025501007613 -0.0016809324074719804 0.0086345043144560284 0.0056129042263097454 0.0015594003957585395 -0.0018793613063755742 0.00035990183806275584 -0.0050014806456650978 -0.012480669326124945 0.008296481109126402 0.0052389752143463504 0.00023158029022197688 -0.0036772777217119754 leaf_weight=155640.05030833016 30891.21225592494 9308.7025598138571 6078.2897333800793 40466.356105390936 717.03143209964037 44.399605378508568 145.59719851613045 179.71857154369354 182.67967361211777 930.60671609640121 634.48946994543076 98.206332087516785 57.143669560551643 432.41796891391277 202.8313072770834 95.593290999531746 240.82472330331802 1777.8988290578127 1192.0871128290892 640.23214039206505 123.6568182259798 1852.721387475729 315.25555764138699 3524.7546851933002 30.038761779665947 32.245516747236252 69.928615614771843 1344.6335213184357 63508.713530628011 3034.0808219462633 leaf_count=692862 130871 40906 25033 179310 3401 182 608 725 737 3767 2694 493 229 1742 818 391 988 7320 5293 2599 521 7487 1281 14408 124 154 285 5448 269074 12283 internal_value=5.68289e-06 8.52906e-05 -0.000124824 0.000284944 0.000680773 -0.000965344 -0.000357893 -0.00159358 -0.000100881 -0.00195051 -0.010615 0.00370066 0.00458707 0.00677629 0.00124271 0.0107854 -0.000422331 -0.00387335 0.00120739 0.0024539 -0.0060873 0.00337641 -6.68431e-05 0.00148913 0.0124752 0.00326031 -0.00404075 0.00388702 8.3351e-05 -0.000949733 internal_weight=323792 168152 81929.8 86222.6 40571.6 9680.35 8963.32 5009.02 4297.89 2891.19 711.135 1406.7 1308.5 910.561 382.55 528.011 397.936 1960.58 3954.29 2762.21 269.254 2492.95 45651 5184.64 87.1824 76.6451 310.753 1659.89 72621.1 9112.37 internal_count=1412034 719172 347296 371876 171429 40558 37157 20649 17619 11824 3030 5795 5302 3676 1543 2133 1626 8057 16508 11215 1129 10086 200447 21137 353 336 1273 6729 306390 37316 is_linear=0 shrinkage=0.03 Tree=712 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 0 1 3 3 0 0 3 1 0 3 1 0 2 1 0 2 0 2 1 0 1 1 2 0 split_gain=2.41326 11.4345 10.0691 13.0751 10.1864 10.3315 11.3019 7.62566 6.46642 8.70185 7.01731 6.41738 6.02568 9.91599 8.94575 7.93117 9.22987 7.22276 6.86992 6.17734 5.6722 7.17114 5.36808 8.44217 7.4052 6.23269 5.27842 5.15097 4.99134 11.6088 threshold=58311.849609375007 56232.490234375007 5.4584999084472665 5.9049999713897714 -2.4999999999999996 6.4175000190734872 3.5000000000000004 -9.4999999999999982 21.500000000000004 8.545499801635744 8.5000000000000018 22.500000000000004 1.4100000262260439 1.5000000000000002 44.500000000000007 1.7404999732971194 -2.4999999999999996 58.500000000000007 61458.453125000007 1.5000000000000002 97.500000000000014 83842.167968750015 49.500000000000007 89063.015625000015 1.0000000180025095e-35 55.500000000000007 1.5000000000000002 1.0000000180025095e-35 61458.453125000007 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 -5 -6 -7 -2 9 -8 -11 28 13 14 -13 16 -14 18 -18 27 -17 -22 23 24 -16 -24 -10 -20 29 -9 right_child=7 2 3 4 5 6 8 11 26 10 -12 12 15 -15 22 20 17 -19 19 -21 21 -23 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=2.0256673187887051e-05 0.0036257341007585359 7.9671173695781584e-05 0.020395106371174174 -0.014243452344141051 -0.015210432726385364 -0.0010215077774706322 0.011548159289206184 0.015287390167652555 0.014743325567599936 0.0091345223402213432 -0.016781362535535922 -0.010075186023364062 -0.013050664697481493 -0.015786563286806048 0.007574222664490469 0.00050744057197038084 0.016053926892470982 0.010447554319564085 -0.0038446950459766253 -0.015951097832514329 -0.035931680305597902 -0.0046102217187848488 -0.0062562945401564611 0.014711022537462879 -0.019601996663120121 0.0048062483800389664 -0.002384825694715089 0.0091079295828678346 -0.00051336387640848829 -0.004195240595349984 leaf_weight=294476.87396148208 447.63229986338411 454.89569491893053 52.611228689551353 24.448728673160076 20.29649943113327 119.22559504210949 52.121330887079239 28.896802520379424 173.04233615845442 15.064042583107947 25.023600205779076 82.417467325925827 23.845467865467072 48.827655017375946 21.396739184856415 6580.6863878555596 25.031993523240089 176.28255346417427 64.300996690988541 21.138134330511093 7.1612058840692034 80.891807719133794 111.55280300974846 54.054310277104378 15.605734720826147 77.805939137935638 17.864666305482388 48.454813346266747 19861.254460307304 580.05944165587425 leaf_count=1270144 3779 1863 225 191 84 591 223 183 1211 69 103 381 110 220 87 28095 101 853 265 92 60 584 467 226 64 325 93 198 98624 2523 internal_value=5.50861e-06 3.08831e-05 0.00330895 0.0062487 0.00458401 0.00567314 0.00672663 -0.000258847 0.00998952 0.0034658 -0.00704275 -0.00032115 0.000433444 -0.00309427 -0.00138623 0.000640084 0.00498341 0.00626629 0.00162837 -0.00106854 0.000406233 -0.00715754 0.00116756 0.00715328 -0.0038873 -0.00171079 0.0131405 0.00172147 -0.000595391 -0.00327073 internal_weight=323789 295431 954.594 499.698 447.087 422.638 402.342 28357.3 283.116 92.209 40.0876 27909.7 7439.45 411.661 362.833 7027.79 359.054 335.208 158.926 133.894 6668.74 88.053 280.416 91.0568 37.0025 189.359 190.907 112.756 20470.2 608.956 internal_count=1412034 1274797 4653 2790 2565 2374 2290 137237 1699 395 172 133458 32128 1770 1550 30358 1619 1509 656 555 28739 644 1169 377 151 792 1304 463 101330 2706 is_linear=0 shrinkage=0.03 Tree=713 num_leaves=31 num_cat=0 split_feature=1 3 2 0 2 2 1 0 2 2 0 1 0 2 2 0 0 1 2 0 2 0 2 0 0 1 2 1 0 0 split_gain=2.32939 7.30817 29.0301 12.5649 36.0176 46.8277 18.3609 15.9414 62.4132 27.3411 50.0035 29.234 15.1788 14.7417 14.7321 13.5418 13.5359 12.9661 12.0794 13.9043 29.8753 15.1425 30.3263 36.9505 37.2326 30.801 24.7797 31.7945 22.0954 22.8306 threshold=1.0000000180025095e-35 2.5095000267028813 563.99078369140636 46.500000000000007 5947.2192382812509 7656.2912597656259 7.5000000000000009 38.500000000000007 11817.106933593752 13196.084960937502 33.500000000000007 2.5000000000000004 29.500000000000004 13515.104003906252 19411.564453125004 29.500000000000004 51.500000000000007 32.500000000000007 2404.0227050781255 67.500000000000014 11541.221191406252 51.500000000000007 2533.3342285156255 57.500000000000007 59.500000000000007 3.5000000000000004 2580.519653320313 1.5000000000000002 50.500000000000007 48.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 4 -2 -6 7 8 -7 10 12 -12 -10 18 16 -11 -15 -8 -5 21 -21 26 23 -23 25 -25 28 -28 29 -20 right_child=1 2 -4 13 5 6 17 -9 9 15 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-7.8291325279076054e-05 0.0011598978506757187 -0.0016978455318404037 8.2000263858178919e-05 0.00024717972162742604 -0.0083253436471530783 -0.0089956491077020084 -0.0053781762637365093 0.0018061603243752975 0.01699864608456669 0.0052435100743516852 0.022817068659160521 -0.00017654502798449581 -0.013061771871821269 -0.0018238431259808366 0.00034300337100686486 -0.00084094809866887971 0.0050835541376371635 0.0063035696138298587 0.0087735750290887544 0.0032192857327549571 -0.017786595938753449 -0.011906990913731095 -0.0012281697823185577 0.029745682117563683 -0.010298517804746617 -0.012854033362077777 0.001398569009544855 -0.0036748792143334206 0.017257755889354034 -0.0035880059591315897 leaf_weight=155640.68913836044 30896.763340450823 9304.2556772083044 72620.488382120617 20718.80060967803 715.10943195968866 735.72142092883587 877.73360628634691 3105.770144790411 18.050054296851158 364.16608849167824 171.36151590943336 70.130318641662598 93.063720256090164 315.21215364336967 3524.0721410959959 3429.9056176394224 1344.0198831856251 94.7444998472929 295.54175029695034 1248.2448563687503 64.063357785344124 493.3844326287508 12295.865595087409 60.419873178005219 75.71330589056015 20.444146290421486 3084.5368514806032 1738.1498193070292 122.46735247969627 246.71766136586666 leaf_count=692862 130871 40906 306390 90964 3401 3051 4280 12716 73 1464 686 284 374 1281 14408 13835 5448 394 1186 5227 260 1986 54813 242 306 85 13461 9288 499 993 internal_value=5.34477e-06 8.27612e-05 -0.000120138 0.000275552 0.000659692 -0.000937571 -0.000347986 0.000125836 -0.000943045 0.000485683 0.00847643 0.0161396 -0.00817856 -6.58788e-05 0.00144045 -0.000256944 0.00377132 -0.00424007 -0.000258832 -0.000789786 0.00219384 -0.0010022 -0.001562 -0.00787741 0.00482002 0.0189756 0.000318491 -0.000429958 0.0057486 0.00314929 internal_weight=323786 168145 81924.7 86220.2 40572.5 9675.76 8960.65 7988.17 4882.4 4146.68 352.606 241.492 111.114 45647.7 5183.3 3794.07 1659.23 972.478 40464.3 19745.5 1312.31 18433.2 12945.8 649.962 156.577 80.864 5487.41 4822.69 664.727 542.259 internal_count=1412034 719172 347296 371876 171429 40558 37157 32483 19767 16716 1417 970 447 200447 21137 15299 6729 4674 179310 88346 5487 82859 57432 2619 633 327 25427 22749 2678 2179 is_linear=0 shrinkage=0.03 Tree=714 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 0 1 3 3 0 0 3 1 0 0 3 1 2 0 0 2 0 1 2 0 0 1 0 0 split_gain=2.27848 10.7836 9.5215 12.3672 9.56326 9.73514 10.7347 7.19446 6.18661 8.20623 6.60602 6.03578 5.60423 9.36975 8.57715 7.95365 7.59049 8.68599 7.17639 9.16296 6.8335 6.46268 5.86663 5.79774 5.37231 11.2198 24.9543 9.73161 7.28944 7.27754 threshold=58311.849609375007 56232.490234375007 5.4584999084472665 5.9049999713897714 -2.4999999999999996 6.4175000190734872 3.5000000000000004 -9.4999999999999982 21.500000000000004 8.545499801635744 8.5000000000000018 21.500000000000004 1.4100000262260439 1.5000000000000002 45.500000000000007 49.500000000000007 1.7404999732971194 -2.4999999999999996 99992.636718750015 43.500000000000007 58.500000000000007 61458.453125000007 55.500000000000007 1.5000000000000002 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 -5 -6 -7 -2 9 -8 -11 24 13 14 18 -16 17 -14 -13 -20 21 -19 -17 -23 25 -9 -27 28 -28 -26 right_child=7 2 3 4 5 6 8 11 -10 10 -12 12 16 -15 15 22 -18 20 19 -21 -22 23 -24 -25 29 26 27 -29 -30 -31 leaf_value=1.9526443602146219e-05 0.0035239496138347285 7.828349970114885e-05 0.019870966397675403 -0.013703618981592343 -0.014722494661816847 -0.00099147005480916236 0.011229397794412019 0.014886008400025961 0.012849597670576514 0.0088847985619018785 -0.016282665450129696 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13491.510278001428 leaf_count=1270144 3779 1863 225 191 84 591 223 183 1304 69 103 200 110 220 293 467 30288 101 129 136 853 463 325 92 41702 535 175 1033 737 55416 internal_value=5.18138e-06 2.98371e-05 0.00321605 0.00608204 0.00446122 0.00552446 0.00655234 -0.000251692 0.00974879 0.00336808 -0.00683995 -0.000312171 0.000394894 -0.00301408 -0.00135534 0.00154361 0.000584077 0.00484372 -0.0086999 -0.00145414 0.00609233 0.00158416 -0.00166416 -0.00103302 -0.000587451 -0.00338712 -0.00431045 -0.0011295 -0.0059249 -0.000501478 internal_weight=323780 295424 952.913 498.025 445.642 421 400.66 28356 281.418 92.0341 40.0407 27908.9 7820.83 411.202 362.559 259.954 7409.63 358.296 102.606 55.9449 334.401 158.856 189.24 133.822 20088.1 598.488 569.701 453.342 206.979 19489.6 internal_count=1412034 1274797 4653 2790 2565 2374 2290 137237 1699 395 172 133458 33677 1770 1550 1085 31907 1619 465 265 1509 656 792 555 99781 2663 2480 1945 912 97118 is_linear=0 shrinkage=0.03 Tree=715 num_leaves=31 num_cat=0 split_feature=0 2 1 2 0 2 0 2 2 0 2 2 0 1 0 2 2 2 2 1 2 1 2 2 2 0 0 2 2 1 split_gain=2.17248 9.53223 10.0825 8.35236 41.9146 8.17736 11.0968 7.51663 6.65822 16.0704 8.54394 9.6761 13.3187 7.37917 6.37644 9.25301 25.8153 21.3136 19.4517 10.4958 7.17931 12.6891 17.5387 7.10073 6.90485 5.7086 5.5288 6.82455 5.35808 8.27036 threshold=74.500000000000014 436.96165466308599 -1.4999999999999998 540.01754760742199 81.500000000000014 195.44509887695315 80.500000000000014 279.21791076660162 310.97680664062506 79.500000000000014 374.68469238281256 346.46589660644537 77.500000000000014 1.0000000180025095e-35 73.500000000000014 14993.919433593752 6233.4113769531259 18871.722656250004 25796.883789062504 5.5000000000000009 394.01574707031256 1.0000000180025095e-35 271.27960205078131 89063.015625000015 297.03073120117193 81.500000000000014 76.500000000000014 297.03073120117193 61458.453125000007 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=14 5 -3 4 -4 -2 8 -8 26 10 11 12 13 -10 -1 16 20 -17 -19 23 21 22 -16 28 -23 -9 27 -7 29 -20 right_child=1 2 3 -5 -6 6 7 25 9 -11 -12 -13 -14 -15 15 17 -18 18 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-7.7897013113861779e-06 -0.0022988826454755887 0.0020714966819049612 -0.0058782072248135383 4.9551710565776615e-05 0.019237117358156738 0.027768023732628207 -0.01124707220556961 0.017065861174900138 -0.023340325320797092 0.029163145017724212 0.0058541196745025038 -0.022049902007831967 0.023204584839412505 0.0055436106446761883 -0.010034208793793357 -0.031130394278355525 0.0098554443818730207 0.014944563370618455 -0.0051051277343163518 0.014938653934473406 -0.0040526966704403549 0.0043449436146585311 0.02067627397850284 0.0048678828753770326 -0.013569459967532158 -0.00016651966558465562 0.0081118694299629392 0.0069128060838639224 -0.020218481509696993 -0.022247962153167562 leaf_weight=303151.34177010658 177.56326016038656 2202.5999922528863 600.94943967461586 15343.846583884675 66.413134038448334 36.051241084933281 49.670824781060219 20.269649058580399 17.002485573291782 22.690746337175369 223.74262285232544 23.062226325273514 16.753092929720879 14.968660414218901 23.928802534937859 28.752398356795311 174.47864450514317 41.599818125367165 134.15089738368988 17.966367408633232 718.84759730100632 35.017999038100243 55.683654591441154 29.76112063229084 43.316604316234589 118.14861282706261 103.68426832556725 23.215493828058243 43.095587983727455 31.223015680909157 leaf_count=1323443 883 9834 2569 65456 298 154 245 86 70 96 941 101 70 65 97 118 731 170 547 73 3034 162 226 126 190 538 449 97 180 125 internal_value=2.40274e-06 0.000313107 0.000168448 -9.33467e-05 -0.00337884 0.00342449 0.00494298 -0.00123562 0.00735819 0.00483287 0.00296479 -0.00604061 0.00153692 -0.00981707 -1.70444e-05 -0.00205329 -0.00068309 -0.00646441 -0.0040829 -0.00717247 -0.00278022 0.00301109 0.0114457 -0.00884 -0.00556117 0.00235695 0.0122898 0.0195988 -0.0107969 -0.00834174 internal_weight=323590 19060.6 18213.8 16011.2 667.363 846.823 669.26 188.089 481.171 318.22 295.529 71.7865 48.7242 31.9711 304529 1377.82 1051.27 326.549 297.797 256.197 876.795 157.947 79.6125 238.231 78.3346 138.418 162.951 59.2667 208.47 165.374 internal_count=1411174 81952 78157 68323 2867 3795 2912 869 2043 1343 1247 306 205 135 1329222 5779 4440 1339 1221 1051 3709 675 323 978 352 624 700 251 852 672 is_linear=0 shrinkage=0.03 Tree=716 num_leaves=31 num_cat=0 split_feature=2 3 0 2 2 0 1 0 1 3 1 1 0 0 1 1 1 0 2 1 1 1 0 0 2 2 1 0 1 2 split_gain=2.11412 13.9473 26.2369 14.617 12.1431 30.3421 15.8755 15.6322 12.0808 12.3908 10.7753 10.4486 8.84221 8.18461 9.21329 8.44695 7.99061 17.2802 20.7087 14.4928 11.5209 7.85378 7.83465 7.61736 16.3231 31.8901 34.456 33.356 24.2645 18.1886 threshold=35052.082031250007 1.7404999732971194 58.500000000000007 56232.490234375007 33836.650390625007 5.5000000000000009 1.5000000000000002 60.500000000000007 2.5000000000000004 1.3535000085830691 1.0000000180025095e-35 -4.4999999999999991 4.5000000000000009 6.5000000000000009 4.5000000000000009 -24.499999999999996 -9.4999999999999982 32.500000000000007 65050.789062500007 -20.499999999999996 -18.499999999999996 -2.4999999999999996 13.500000000000002 12.500000000000002 99992.636718750015 83842.167968750015 6.5000000000000009 10.500000000000002 1.5000000000000002 58311.849609375007 decision_type=2 2 2 2 2 2 2 2 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 8 -1 10 -7 -8 9 11 -6 -2 -12 14 -3 -15 17 18 19 -17 -20 -4 -21 24 25 26 28 -27 29 -18 right_child=1 13 21 -5 5 6 7 -9 -10 -11 12 -13 -14 15 -16 16 23 -19 20 22 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-1.5072712483263525e-05 0.01249546509429867 0.00059225956159932611 -0.003751027822666687 -0.0029564162950926156 -0.006478640049635203 -0.0032737372091006323 0.010595785160047376 -0.0085317263998150247 0.0090896760293633274 0.0045121512570117581 -0.0042826410878781503 -0.0027714675568203417 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leaf_count=1205383 205 85213 245 2736 309 3222 679 209 870 2287 88 2303 267 474 109 90 1887 308 203 85 601 2253 635 79872 14419 1571 220 631 1267 2533 internal_value=2.33079e-06 0.000199467 0.0023422 0.000771965 -2.74964e-05 -0.00315732 -0.00123883 0.00602601 0.00251393 0.00131623 -0.0159663 -0.00167169 -0.0230273 6.17089e-05 0.000623716 -0.00026632 -0.000297837 -0.00433272 -0.00652229 -0.0135133 0.000440767 0.00819621 -0.0162968 -0.000226961 -0.00120867 0.000970096 -0.00137752 0.00713389 -0.000455199 -0.00261038 internal_weight=323587 42525.3 2568.84 2025.53 281062 1111.25 966.495 211.482 1380.53 1167.82 144.759 603.55 82.9928 39956.4 14726.2 25230.2 25147.3 434.109 382.872 191.052 191.82 543.313 171.581 24713.2 5523.59 1983.46 1436.38 547.078 1381.93 1068.01 internal_count=1411174 201017 10899 8401 1210157 4774 4110 888 5665 4795 664 2508 355 190118 85322 104796 104322 1922 1614 810 804 2498 720 102400 22528 8109 5907 2202 5687 4420 is_linear=0 shrinkage=0.03 Tree=717 num_leaves=31 num_cat=0 split_feature=3 2 3 2 1 1 1 2 3 2 2 0 2 0 0 1 2 1 2 0 2 0 2 0 2 2 0 0 2 3 split_gain=2.0949 11.9939 33.9565 115.639 33.1587 21.2815 18.3145 15.0248 20.3682 31.1925 68.739 62.7955 25.5329 35.0299 24.4486 23.3503 26.9296 22.5459 21.0882 34.8962 30.8471 24.8472 45.4761 35.7422 26.489 20.078 17.7268 14.8151 14.6914 50.094 threshold=3.653500080108643 8714.5634765625018 1.6674999594688418 12078.030273437502 1.0000000180025095e-35 -9.4999999999999982 -19.499999999999996 65050.789062500007 2.6375000476837163 29513.294921875004 21922.121093750004 75.500000000000014 26691.365234375004 22.500000000000004 24.500000000000004 1.0000000180025095e-35 15706.645507812502 -13.499999999999998 19411.564453125004 35.500000000000007 47442.083984375007 29.500000000000004 21922.121093750004 35.500000000000007 31594.402343750004 24156.202148437504 22.500000000000004 52.500000000000007 3673.2597656250005 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 28 27 4 5 6 -4 8 18 10 15 12 13 -12 -14 16 17 -10 19 -5 21 22 -20 -23 -24 -13 -11 -3 -1 -30 right_child=-2 2 3 7 -6 -7 -8 -9 9 26 11 25 14 -15 -16 -17 -18 -19 20 -21 -22 23 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-8.3800642577401828e-05 0.00010748447819025046 -8.7948558405628302e-05 0.0014908216839633177 0.0036121327554943334 -0.010909916918743033 -0.0029733524752110787 -0.025690973772101739 0.0012549849645275681 -0.021291835806179982 0.00095805377548688635 -0.011303092765933321 0.0068834809365954227 0.0060258798146691321 0.0090000168437420914 -0.0080553419733497764 -0.0077332785792794956 -0.0051351503449973794 0.0069199124330543262 0.017310955467237984 -0.0017477297447380138 0.0027607865065111003 -0.0054887249564972585 -0.005282066361024778 -0.00044594685830775491 0.0073015228875376766 0.032753598724905415 -0.0055171015388358145 0.0018792672327935603 -0.001468569907864119 0.0012354706353392092 leaf_weight=137944.21866613039 111572.62411701761 10266.502465873957 32.559459663927555 2717.0437616705894 1196.1560895293951 1250.5368812531233 70.862599223852158 3599.9149406179786 27.332158848643303 449.92731618881226 87.310476489365101 38.609244957566261 181.83767736703157 616.64627939462662 284.75141461193562 820.27343651652336 556.10892138630152 379.23793408274651 156.18340948224068 1829.2539035379887 1457.7013146877289 2458.6838719323277 414.77027787268162 2605.5014258399606 236.34780170023441 89.79570671916008 2466.549974270165 5185.7480192780495 8030.4149685800076 26557.788736462593 leaf_count=595877 507575 42351 157 11093 4969 5099 297 14839 115 1817 351 157 731 2486 1151 3336 2246 1558 627 7510 5966 10015 1669 10757 954 371 10006 21776 35536 109782 internal_value=2.26186e-06 -5.31131e-05 -0.000524842 -0.00123049 -0.00727035 -0.00405498 -0.0171336 -0.000513231 -0.000869361 -0.0022943 -0.000189803 0.00505932 0.00287465 0.00648186 -0.00256765 -0.004014 -0.000844894 0.00502334 -0.000149613 0.00145553 -0.00114529 -0.00211504 0.00277287 -0.00289424 -0.000714379 0.0249749 -0.00451817 0.000572246 5.48206e-05 0.000607668 internal_weight=323581 212009 39476.1 24023.9 2550.12 1353.96 103.422 21473.8 17873.9 5998.38 3081.9 1298.95 1170.55 703.957 466.589 1782.95 962.679 406.57 11875.5 4546.3 7329.19 5871.49 807.301 5064.19 651.118 128.405 2916.48 15452.3 172532 34588.2 internal_count=1411174 903599 162404 98277 10522 5553 454 87755 72916 24325 12502 5247 4719 2837 1882 7255 3919 1673 48591 18603 29988 24022 3250 20772 2623 528 11823 64127 741195 145318 is_linear=0 shrinkage=0.03 Tree=718 num_leaves=31 num_cat=0 split_feature=0 2 1 2 0 2 0 2 2 0 2 2 0 1 0 2 2 2 2 1 1 2 1 2 2 2 2 2 2 2 split_gain=1.99889 8.99566 9.41879 7.84897 39.503 7.69163 10.4461 7.09678 6.26908 15.1097 8.03767 9.15747 12.5181 6.91752 5.89388 8.38629 24.3371 20.0199 18.1167 9.87768 6.83324 8.55957 16.9896 15.588 6.9535 15.8173 9.19119 13.4749 7.70869 7.32003 threshold=74.500000000000014 436.96165466308599 -1.4999999999999998 540.01754760742199 81.500000000000014 195.44509887695315 80.500000000000014 279.21791076660162 310.97680664062506 79.500000000000014 374.68469238281256 346.46589660644537 77.500000000000014 1.0000000180025095e-35 73.500000000000014 14993.919433593752 6233.4113769531259 18871.722656250004 25796.883789062504 5.5000000000000009 -3.4999999999999996 394.01574707031256 1.0000000180025095e-35 271.27960205078131 1320.400329589844 1494.5967407226565 660.98522949218761 780.74472045898449 1087.538757324219 4712.1987304687509 decision_type=2 2 2 2 2 2 2 2 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 5 -3 4 -4 -2 8 -8 -7 10 11 12 13 -10 -1 16 20 -17 -19 -20 -16 22 23 -22 26 -26 -23 -28 -29 -27 right_child=1 2 3 -5 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 17 -18 18 19 -21 21 24 -24 -25 25 29 27 28 -30 -31 leaf_value=-7.5644454912344637e-06 -0.0022288283773483938 0.0019997597564554784 -0.0057062838985533042 4.5189447936578777e-05 0.018704398729404471 0.011923930086526568 -0.010953113746126905 0.0022831384206460042 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15.700013265013693 14.637499317526816 29.962162420153618 175.42262841761112 leaf_count=1323443 883 9834 2569 65456 298 700 245 624 70 96 941 101 70 65 159 118 731 170 978 73 87 1072 352 208 138 724 67 60 126 716 internal_value=2.19375e-06 0.000300249 0.000159711 -9.32598e-05 -0.00328018 0.00332304 0.00479568 -0.00120256 0.0071379 0.00468833 0.00287732 -0.00585923 0.00149086 -0.00949642 -1.64601e-05 -0.00197469 -0.000669436 -0.00617392 -0.00387039 -0.00684788 -0.00270497 -0.00214959 0.00431387 0.0147251 -0.00356939 -0.000820057 -0.00687657 -0.0173983 -0.00898415 -0.00273902 internal_weight=323569 19057.8 18211.2 16010.1 666.568 846.69 669.187 187.925 481.262 318.334 295.636 71.7676 48.8072 32.0473 304511 1377.05 1050.51 326.533 297.887 256.364 876.361 839.463 151.19 72.9763 688.273 375.834 312.439 60.2997 44.5997 342.533 internal_count=1411174 81952 78157 68323 2867 3795 2912 869 2043 1343 1247 306 205 135 1329222 5779 4440 1339 1221 1051 3709 3550 647 295 2903 1578 1325 253 186 1440 is_linear=0 shrinkage=0.03 Tree=719 num_leaves=31 num_cat=0 split_feature=2 3 0 2 1 3 2 0 1 0 1 1 0 0 1 1 1 0 2 1 1 1 0 0 2 2 1 0 1 0 split_gain=1.96418 12.8917 24.5537 13.7962 11.3682 11.7035 11.2554 28.7134 14.9165 14.7012 10.2686 9.86084 8.38482 7.62094 8.70643 7.97462 7.51518 16.2835 19.4564 13.6378 10.8114 7.43065 7.37151 7.2364 15.3634 30.0147 32.482 31.4003 22.8343 17.4266 threshold=35052.082031250007 1.7404999732971194 58.500000000000007 56232.490234375007 2.5000000000000004 1.3535000085830691 33836.650390625007 5.5000000000000009 1.5000000000000002 60.500000000000007 1.0000000180025095e-35 -4.4999999999999991 4.5000000000000009 6.5000000000000009 4.5000000000000009 -24.499999999999996 -9.4999999999999982 32.500000000000007 65050.789062500007 -20.499999999999996 -18.499999999999996 -2.4999999999999996 13.500000000000002 12.500000000000002 99992.636718750015 83842.167968750015 6.5000000000000009 10.500000000000002 1.5000000000000002 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=6 2 3 4 5 11 -1 10 -9 -10 -8 -2 -12 14 -3 -15 17 18 19 -17 -20 -4 -21 24 25 26 28 -27 29 -18 right_child=1 13 21 -5 -6 -7 7 8 9 -11 12 -13 -14 15 -16 16 23 -19 20 22 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=-1.4660637130962545e-05 0.012157430753327907 0.00057160201799371464 -0.0036865002484312605 -0.0028873563616239714 0.0088066099336017133 0.0043718355471974992 -0.006271024512098179 -0.0031463008521545066 0.010305666000346769 -0.0082446177110842948 -0.0041642331960088435 -0.0027048201148629071 -0.027425491145638903 0.0090514088482734727 0.018037652405186667 0.01071397418462584 -0.0095444384177498075 0.011723454967746339 -0.012404144819811806 0.0023384682730840513 0.0043707091646884404 0.0089898429386542997 -0.017950076133592934 5.6764447175458962e-05 -0.0023601471965964175 0.011485363319937821 -0.024086260396815901 -0.0043975448935802399 0.0066712611263712463 -0.00044010646470198398 leaf_weight=279937.28976979834 43.28289944678545 14697.673709618393 45.428142420947552 644.77055607736111 212.71391786634922 564.23387808352709 61.923629706725478 755.18787640333176 160.81042437255383 50.532163642346859 17.763335198163986 560.06911078095436 64.909317746758461 82.565452203154564 25.730771377682686 19.416643336415291 245.72131544351578 50.984027482569218 45.242047414183617 18.012361615896225 146.70950734615326 496.21398910880089 153.20945253968239 19188.940968598705 3539.1682337224483 389.66988888382912 54.358922705054283 157.22572402656078 313.75922781229019 822.84075458347797 leaf_count=1205383 205 85213 245 2736 870 2287 309 3222 679 209 88 2303 267 474 109 90 1036 308 203 85 601 2253 635 79872 14419 1571 220 631 1267 3384 internal_value=2.12767e-06 0.000192163 0.00225311 0.000735612 0.00242799 0.00126591 -2.66215e-05 -0.00304004 -0.00117473 0.00587028 -0.0155085 -0.00163864 -0.0224275 5.97552e-05 0.000602126 -0.000256782 -0.000287346 -0.0042028 -0.00632514 -0.0131137 0.000416958 0.00792666 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65.776599884033217 53.500000000000007 36.500000000000007 37.500000000000007 -1.4999999999999998 35.500000000000007 1.5000000000000002 33.500000000000007 87.386707305908217 29.500000000000004 27.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 87.386707305908217 65.776599884033217 40.500000000000007 52.500000000000007 3.5000000000000004 65.776599884033217 42.500000000000007 51.500000000000007 49.500000000000007 43.500000000000007 87.386707305908217 19.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 8 -8 9 -3 11 12 15 14 -14 16 19 -17 -12 -10 -9 22 23 24 -22 26 27 28 -25 -24 right_child=-2 6 4 -5 -6 -7 7 20 10 -11 18 -13 13 -15 -16 17 -18 -19 -20 -21 21 -23 29 25 -26 -27 -28 -29 -30 -31 leaf_value=0.024079121012797643 -4.8652078840508339e-07 -0.0008720227277310555 -0.0079167975824527091 -0.0035645936562274552 -0.012599791037777053 0.0095684367348067359 0.0086217944094489456 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551.5909911096096 18.360493034124374 63.907100707292557 339.49431419372559 19.69736459851265 16.226435661315918 leaf_count=77 1396365 192 179 158 333 76 413 1230 65 113 98 871 206 63 84 99 229 184 319 88 130 4655 352 806 2308 78 267 1426 84 75 internal_value=9.85215e-06 0.000966149 -0.00519241 0.00428195 -0.00858344 -0.00306938 0.00127979 0.00166619 -0.000618246 0.00590085 -0.00144059 -0.00272328 0.000619565 0.00711909 0.00399694 -0.00394695 -0.0102169 0.000400355 0.0040009 0.0123387 0.00141421 0.00177889 0.00303583 0.00249654 0.000503321 0.00434145 0.00485736 0.00390027 0.00789309 0.0101168 internal_weight=323644 3461.54 167.743 44.2133 123.529 52.0584 3293.8 2736.66 557.137 62.407 494.73 400.356 194.437 80.2363 65.2221 114.2 46.7601 67.4404 94.3735 16.1176 2640.98 2355.78 1304.74 1212.4 582.775 629.623 611.262 547.355 207.861 92.338 internal_count=1411623 15258 823 235 588 255 14435 11824 2611 305 2306 1889 1018 353 290 665 382 283 417 153 11411 10181 5526 5099 2438 2661 2583 2316 890 427 is_linear=0 shrinkage=0.03 Tree=721 num_leaves=31 num_cat=0 split_feature=2 1 0 1 2 0 0 0 1 0 1 0 2 0 0 0 1 1 2 2 0 0 2 0 3 2 0 1 2 1 split_gain=3.34584 6.98242 5.61693 7.2849 2.83619 3.33373 2.52486 5.01746 3.13081 5.64938 3.61178 4.41168 6.04472 3.54212 8.71849 3.31261 13.2734 3.60392 3.21583 3.14651 3.03294 4.83036 5.18408 9.04162 5.45538 25.1492 5.8131 9.46428 4.73459 3.67119 threshold=113.878231048584 -3.4999999999999996 41.500000000000007 -7.4999999999999991 65.776599884033217 53.500000000000007 36.500000000000007 37.500000000000007 -1.4999999999999998 35.500000000000007 1.5000000000000002 33.500000000000007 87.386707305908217 29.500000000000004 27.500000000000004 23.500000000000004 1.0000000180025095e-35 1.0000000180025095e-35 65.776599884033217 87.386707305908217 40.500000000000007 52.500000000000007 65.776599884033217 42.500000000000007 1.0619999766349795 87.386707305908217 43.500000000000007 3.5000000000000004 87.386707305908217 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 8 -8 9 -3 11 12 15 14 -14 16 18 -17 -10 -12 29 22 23 -22 25 -24 28 -28 -26 -9 right_child=-2 6 4 -5 -6 -7 7 20 10 -11 19 -13 13 -15 -16 17 -18 -19 -20 -21 21 -23 24 -25 26 -27 27 -29 -30 -31 leaf_value=0.023684365051324801 -4.7194618949171981e-07 -0.00084560552194806195 -0.00765640638588359 -0.0034522277552778572 -0.012169715357641138 0.0093246221541174335 0.0083666649457113749 0.0030192616431995046 -0.00079327316614756591 0.01814614103500151 -0.0064014054957058451 -0.0057032718236167089 0.011129779216558016 0.020037290418663919 -0.012735352742732964 -0.0091526435222885321 -0.021732422464262449 0.0054214436741184145 0.026162884260266372 0.0067937464988653655 -0.014271463645281571 0.00021200114699724008 -0.027566936808650001 0.0018498802301259467 0.0089786091208657413 0.017632415472664791 0.00024826797769496669 0.023967251098921383 -0.0061742097626966731 -0.0040854823516338771 leaf_weight=12.378752037882803 320182.15991359943 40.643454868346453 37.737058199942112 31.712579131126404 71.772253461182117 14.366189181804655 95.634286820888519 101.77581515908241 8.3353594467043859 21.581969559192657 20.879908002912998 205.92131780087948 45.361353993415833 15.031966000795363 19.786574989557266 23.327432215213776 30.206470601260662 44.213512033224106 7.6283147782087317 73.58160275220871 33.011814162135124 1051.0697697475553 12.822814553976057 607.43770980834961 197.07796634733677 81.470346480607986 336.55475509166718 15.853623926639555 20.487556681036949 183.42465844750404 leaf_count=77 1396365 192 179 158 333 76 413 461 65 113 98 871 206 63 84 99 229 184 88 319 138 4655 57 2564 847 343 1416 73 88 769 internal_value=9.55683e-06 0.000937311 -0.00502906 0.00416644 -0.00830204 -0.00297431 0.00124163 0.00161622 -0.000600463 0.0057414 -0.00139886 -0.00264537 0.00060226 0.00691037 0.00388152 -0.00384571 -0.0100388 0.000387815 0.0120879 0.00387707 0.00137178 0.00172551 0.00294478 0.00101891 0.00480161 0.0114858 0.00369581 0.0013153 0.00755171 -0.0015501 internal_weight=323643 3461.09 167.967 44.0913 123.876 52.1032 3293.12 2736.62 556.499 62.2254 494.274 399.812 193.891 80.1799 65.1479 113.711 46.1701 67.5409 15.9637 94.4615 2640.99 2355.79 1304.72 640.45 664.267 94.2932 569.974 352.408 217.566 285.2 internal_count=1411623 15258 823 235 588 255 14435 11824 2611 305 2306 1889 1018 353 290 665 382 283 153 417 11411 10181 5526 2702 2824 400 2424 1489 935 1230 is_linear=0 shrinkage=0.03 Tree=722 num_leaves=31 num_cat=0 split_feature=2 1 0 1 2 0 3 3 0 0 0 0 0 1 0 1 2 0 3 0 2 2 0 0 1 1 1 0 0 0 split_gain=3.14902 6.56338 5.36194 4.76492 4.17948 2.9659 2.55009 5.03928 3.73638 2.47501 8.60001 3.55966 3.64984 4.94793 4.40125 5.27162 4.57017 9.5192 5.02087 7.8642 4.71818 4.29036 5.29786 3.02057 2.9412 2.88558 2.63959 11.8052 7.30347 6.55259 threshold=113.878231048584 -3.4999999999999996 43.500000000000007 -6.4999999999999991 65.776599884033217 53.500000000000007 1.247500002384186 1.1510000228881838 57.500000000000007 78.500000000000014 80.500000000000014 65.500000000000014 52.500000000000007 4.5000000000000009 40.500000000000007 -1.4999999999999998 65.776599884033217 42.500000000000007 1.0619999766349795 43.500000000000007 87.386707305908217 65.776599884033217 35.500000000000007 46.500000000000007 7.5000000000000009 18.500000000000004 1.0000000180025095e-35 72.500000000000014 66.500000000000014 72.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 7 -6 -8 11 -11 12 13 14 15 21 17 -16 -18 20 -20 -3 -23 -19 -14 -15 29 28 -28 -13 right_child=-2 9 4 -5 6 -7 8 -9 -10 10 -12 26 24 25 16 -17 18 23 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.013060004141565518 -4.5775128673418337e-07 -0.0091678957265891575 -0.0070023604869304482 -0.0044754103860529439 -0.022817199579253301 0.0090862496674341108 -0.033031740813336728 0.0042344877714232633 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21.423888683319092 27.735615789890289 23.674693331122398 43.773041471838951 17.796471357345581 leaf_count=136 1396365 68 175 171 50 76 55 70 90 90 48 249 3641 365 132 3623 362 205 813 1436 84 154 270 2169 105 99 127 109 182 104 internal_value=9.27041e-06 0.000909433 -0.00487132 0.00248676 -0.00877107 -0.00251463 -0.0142408 -0.00709848 -0.0197199 0.00120474 -0.00944405 0.00126828 0.00103571 0.00167336 0.00137052 -0.000216578 0.00253564 0.000652862 0.00430417 0.00324755 0.00782895 0.00624237 0.00872193 0.00154764 -0.000625435 0.00823507 0.00547758 0.00214681 0.00822594 0.00964011 internal_weight=323642 3460.24 168.176 58.2566 109.919 51.2722 58.6469 25.4595 33.1874 3292.07 19.527 3272.54 3101.19 2240.98 2142.11 906.841 1235.27 598.31 636.962 550.352 209.095 101.054 87.0475 566.628 860.217 98.8636 171.347 95.1834 71.5087 76.1636 internal_count=1411623 15258 823 307 516 251 265 120 145 14435 138 14297 13526 9780 9316 4115 5201 2506 2695 2333 897 492 424 2374 3746 464 771 418 309 353 is_linear=0 shrinkage=0.03 Tree=723 num_leaves=31 num_cat=0 split_feature=2 1 0 1 2 0 0 3 3 0 3 0 1 3 0 3 0 0 0 0 1 2 0 1 1 0 0 3 1 0 split_gain=2.96397 6.17008 5.02773 4.51144 3.90238 2.79156 2.46535 2.37459 4.69843 3.55993 2.36075 11.405 9.51869 4.90137 4.73892 3.58144 6.21778 3.3182 3.5733 4.36019 4.81883 4.27112 4.67866 3.89324 3.81693 4.96992 4.22587 4.41705 3.12858 7.3457 threshold=113.878231048584 -3.4999999999999996 43.500000000000007 -6.4999999999999991 65.776599884033217 53.500000000000007 39.500000000000007 1.247500002384186 1.1510000228881838 61.500000000000007 5.4584999084472665 13.500000000000002 1.0000000180025095e-35 4.1315000057220468 18.500000000000004 3.653500080108643 78.500000000000014 65.500000000000014 52.500000000000007 40.500000000000007 1.5000000000000002 87.386707305908217 49.500000000000007 8.5000000000000018 -1.4999999999999998 35.500000000000007 37.500000000000007 1.532000005245209 2.5000000000000004 37.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 -5 8 -6 -9 13 12 -12 15 -15 17 -17 18 19 23 -21 22 -22 24 25 -3 -27 -28 -26 -30 right_child=-2 10 4 6 7 -7 -8 9 -10 -11 11 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 -24 -25 28 26 27 -29 29 -31 leaf_value=0.012760064785755917 -4.4402555010245011e-07 -0.0033196542989729753 -0.006774673919577665 -0.010175090589511548 -0.021955389374617031 0.0088532192942120877 0.006459262815123116 -0.026637984327569177 0.0041137031003446994 -0.0064120078963940518 0.023254900240220013 -0.027914387359121891 -0.010108841930979901 0.0010073140756431669 0.028296308244354265 0.00063472058388365699 -0.029361424684606549 0.0053246712050828331 -0.00060680493515045692 0.0019148549438979267 0.0076554233415804668 0.016363960767559926 -0.0028234935992872616 0.016532521161399777 -0.00039206063686682161 0.017314918913996037 0.016101645114143311 -0.0096726802213608822 0.00091862548782011477 -0.021054872619159296 leaf_weight=22.9659164249897 320182.16595781653 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0.00113193 -0.00095039 -0.0076747 internal_weight=323642 3459.37 168.349 58.1577 110.191 51.3039 35.1917 58.8874 25.5222 33.3652 3291.02 45.4646 31.264 3245.55 22.9321 3222.62 27.7013 3194.92 3023.93 2163.87 1304.46 236.167 201.421 859.404 846.742 96.7605 60.0741 24.5783 749.982 57.498 internal_count=1411623 15258 823 307 516 251 171 265 120 145 14435 380 275 14055 114 13941 182 13759 12988 9242 5526 1026 874 3716 3653 463 300 118 3190 254 is_linear=0 shrinkage=0.03 Tree=724 num_leaves=31 num_cat=0 split_feature=2 1 0 1 2 0 3 0 1 3 0 3 0 0 0 0 1 2 0 0 0 0 2 1 0 0 2 2 0 1 split_gain=2.78944 5.80073 4.8393 6.55801 2.35371 2.79014 2.23906 10.8998 9.10265 4.60927 4.45153 3.39043 6.01583 3.12208 3.36225 4.10026 4.61688 4.11806 9.12643 5.69368 4.44661 4.92282 4.20709 3.90231 3.82693 3.6912 19.1299 7.9394 9.0924 3.73266 threshold=113.878231048584 -3.4999999999999996 41.500000000000007 -7.4999999999999991 65.776599884033217 53.500000000000007 5.4584999084472665 13.500000000000002 1.0000000180025095e-35 4.1315000057220468 18.500000000000004 3.653500080108643 78.500000000000014 65.500000000000014 52.500000000000007 40.500000000000007 3.5000000000000004 65.776599884033217 42.500000000000007 51.500000000000007 49.500000000000007 43.500000000000007 87.386707305908217 19.500000000000004 47.500000000000007 45.500000000000007 87.386707305908217 87.386707305908217 46.500000000000007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 -4 9 8 -8 11 -11 13 -13 14 15 -3 17 18 -17 20 21 22 -19 24 -18 26 -23 28 29 -27 right_child=-2 6 4 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 23 19 -20 -21 -22 25 -24 -25 -26 27 -28 -29 -30 -31 leaf_value=0.022869427443188088 -4.3073995642713887e-07 1.9449880311730531e-05 -0.0069679872670481927 -0.003132362208240762 -0.011089531435022039 0.0086254344755859469 0.022970507693882074 -0.027490487513843108 -0.0098591777571228473 0.00097726376700042663 0.027420937327143204 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40.581633329391479 leaf_count=77 1396365 3716 179 158 333 76 151 105 124 61 53 92 90 771 3746 130 124 806 2308 78 267 716 84 75 228 186 63 210 87 164 internal_value=8.72305e-06 0.000856137 -0.00457286 0.00399647 -0.00758921 -0.00273335 0.00113417 -0.00551797 0.00442152 0.00122625 0.0146257 0.00113085 -0.00935671 0.00122114 0.000998131 0.00162881 0.00268853 0.00219346 0.000377127 0.00387783 0.00437286 0.00349879 0.00714383 0.00912165 0.0119414 0.00127481 -0.00158834 0.00469307 -3.4731e-05 0.00438685 internal_weight=323641 3458.62 168.498 43.8689 124.629 52.206 3290.12 44.9175 30.9272 3245.2 22.9414 3222.26 27.5058 3194.75 3023.77 2163.76 1304.67 1211.44 582.886 628.554 610.211 546.543 207.105 93.2287 76.9808 339.438 184.717 154.721 104.26 83.4688 internal_count=1411623 15258 823 235 588 255 14435 380 275 14055 114 13941 182 13759 12988 9242 5526 5099 2438 2661 2583 2316 890 427 352 1426 779 647 437 350 is_linear=0 shrinkage=0.03 Tree=725 num_leaves=31 num_cat=0 split_feature=2 3 2 3 3 2 2 1 0 2 2 3 0 1 0 3 2 1 2 2 1 3 1 3 2 0 2 1 0 2 split_gain=4.10457 18.2737 36.222 55.3141 26.4232 95.3065 23.4543 24.2852 38.4202 18.5183 24.7766 66.1722 40.6265 34.5999 21.3373 21.3234 30.0499 19.6697 22.798 16.7131 15.8602 15.8176 33.0728 14.8185 33.9206 21.2511 13.9206 13.7428 13.3582 29.2693 threshold=7656.2912597656259 3.2575000524520878 11817.106933593752 5.0659999847412118 1.532000005245209 11817.106933593752 8374.6435546875018 1.0000000180025095e-35 36.500000000000007 47442.083984375007 14697.978027343752 1.9854999780654909 65.500000000000014 1.0000000180025095e-35 73.500000000000014 2.6375000476837163 65050.789062500007 2.5000000000000004 13771.215820312502 10057.160644531252 -7.4999999999999991 1.7404999732971194 -1.4999999999999998 3.653500080108643 8374.6435546875018 82.500000000000014 10057.160644531252 -15.499999999999998 25.500000000000004 2362.8337402343755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=28 4 3 23 -2 6 -6 19 -9 10 11 12 17 27 -15 -11 -17 18 -7 20 -8 22 -22 26 25 -25 -3 -13 29 -1 right_child=1 2 -4 -5 5 9 7 8 -10 15 -12 13 -14 14 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=6.7735709041740697e-06 0.00062790504974683014 0.0070135211661838297 7.8856215045482891e-05 -0.00060707601270057975 -0.00035938850207332506 0.011470839649003322 -0.02121121738960639 -0.014879221737722157 -0.0049327093036409843 0.0029253306873609848 -0.0012615918893702927 -0.022803316427959255 -0.021122518838691994 -0.0090842151693369469 0.022998446026439554 -0.0068132933071293157 0.0013660926233893752 -0.0012594325258933618 0.0022473873487004704 -0.0011925143193497036 0.003457666374027852 -0.0022436442405439835 -0.018309630535175706 -0.00065453435973276963 0.003947702690163625 -0.023839466478507328 -0.010843804345760884 0.0019408565989162301 2.8174980898270786e-05 -0.0014435088838109784 leaf_weight=34755.318177362904 14198.513175092638 1187.2584238797426 56469.173764239065 5108.015278284438 677.64318306744099 837.93035273253918 66.884115412831306 636.27148959040642 775.50160133838654 3088.5060390084982 13098.914760835469 20.724723674356937 46.717422813177109 598.81361861526966 19.256933316588402 578.88051344454288 1339.9881950691342 204.73012509942055 338.66628983616829 868.67108917236328 92.36311511695385 423.92691940069199 196.40950189530849 1404.8510091975331 5309.4467594027519 36.505016833543777 40.633423179388046 799.21078024804592 160962.76623038203 19579.895715624036 leaf_count=152696 59011 4938 265046 22111 2824 3396 287 2682 3226 12841 53518 90 188 2443 78 2348 5485 867 1373 3543 373 1726 813 5780 22043 151 166 3289 689682 89011 internal_value=-3.33027e-05 0.000117191 0.000408428 0.00183053 -0.000403447 -0.000996067 -0.00540942 -0.00652775 -0.0094155 -0.000209523 -0.000708774 0.00181781 0.00639213 -0.00272482 -0.00808463 0.00138223 -0.00110145 0.0073227 0.008816 -0.00405433 -0.00724317 -0.00593233 -0.0113474 0.0033911 0.00283971 -0.00124174 0.00642259 0.00131542 -0.00010912 -0.000515841 internal_weight=323762 108464 69555.9 13086.7 38908.5 24710 3737.67 3060.03 1411.77 20972.3 15965 2866.05 1428.04 1438.01 618.071 5007.37 1918.87 1381.33 1176.6 1648.25 779.584 712.7 288.773 7978.69 6750.8 1441.36 1227.89 819.936 215298 54335.2 internal_count=1412025 480636 320235 55189 160401 101390 15474 12650 5908 85916 65242 11724 5824 5900 2521 20674 7833 5636 4769 6742 3199 2912 1186 33078 27974 5931 5104 3379 931389 241707 is_linear=0 shrinkage=0.03 Tree=726 num_leaves=31 num_cat=0 split_feature=2 3 2 3 3 2 2 1 0 2 2 3 0 1 0 3 2 1 2 0 2 2 0 1 3 1 3 2 2 1 split_gain=3.86201 17.1957 34.0934 52.0774 24.8659 89.7537 22.1054 22.9574 36.3528 17.4251 23.3161 62.2857 38.2399 32.589 20.1711 20.0651 28.2783 18.5176 21.474 17.3716 15.7384 15.2313 19.573 14.7824 14.9447 31.249 13.971 32.4253 13.1588 13.0468 threshold=7656.2912597656259 3.2575000524520878 11817.106933593752 5.0659999847412118 1.532000005245209 11817.106933593752 8374.6435546875018 1.0000000180025095e-35 36.500000000000007 47442.083984375007 14697.978027343752 1.9854999780654909 65.500000000000014 1.0000000180025095e-35 71.500000000000014 2.6375000476837163 65050.789062500007 2.5000000000000004 13771.215820312502 66.500000000000014 10057.160644531252 13515.104003906252 30.500000000000004 -7.4999999999999991 1.7404999732971194 -1.4999999999999998 3.653500080108643 8714.5634765625018 9801.5458984375018 -23.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 4 3 26 -2 6 -6 20 -9 10 11 12 17 -13 19 -11 -17 18 -7 21 23 -15 -23 -8 25 -25 28 -28 -3 -12 right_child=1 2 -4 -5 5 9 7 8 -10 15 29 13 -14 14 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.00010584514096240332 0.00060906862262036622 0.0068662259143100124 7.6491250826016366e-05 -0.00058884185589806552 -0.00034860964079181365 0.011132705116965421 -0.020480164417916672 -0.014472634511494765 -0.0047885240810031007 0.0028378228747811107 0.018214736498663786 0.0012761625689245442 -0.02049645097001139 -0.011785197101433782 0.010179788861370602 -0.0066099264081622318 0.0013250734269730567 -0.0012218459401731479 0.0021801409041072813 -0.020975645387129298 -0.0011566702316575164 -0.008840304547042219 0.010076441704367486 0.0033544358222658251 -0.0021763549747421461 -0.017815566374502489 -0.0001901616687546917 0.0042235975203511068 -0.0090813564688811341 -0.0012698829893558875 leaf_weight=215299.37769393716 14198.495438367128 1178.2404568567872 56468.626938074129 5108.2014893055893 677.63789308816195 837.48620870709419 67.188677281141281 634.54860690236092 774.89614169299603 3088.2357882708311 31.002163179218769 819.84139519184828 46.700319021940231 266.59914354979992 51.218555182218552 578.79149989783764 1340.0247146859765 204.6977284103632 338.63949757814407 97.860327929258347 868.72184252738953 116.70817677676678 85.138681590557098 92.349568605422974 423.9230397939682 195.80983656644821 2244.5481823012233 4503.7794044390321 48.482066184282303 13067.677027583122 leaf_count=931389 59011 4906 265046 22111 2824 3396 287 2682 3226 12841 198 3379 188 1084 211 2348 5485 867 1373 399 3543 477 350 373 1726 813 9272 18702 198 53320 internal_value=-3.2305e-05 0.000113682 0.000396201 0.0017761 -0.000391399 -0.000966373 -0.00525092 -0.00633745 -0.00914842 -0.000203252 -0.000687569 0.001764 0.00620268 -0.00264428 -0.00784916 0.00134085 -0.00106844 0.00710566 0.00855501 -0.00947976 -0.00393336 -0.00707822 -0.000861251 -0.00702878 -0.00575957 -0.011031 0.0032909 0.00275555 0.00623595 -0.00122377 internal_weight=323755 108456 69551.9 13083.3 38904.2 24705.7 3735.08 3057.44 1409.44 20970.6 15963.6 2864.89 1427.52 1437.37 617.525 5007.05 1918.82 1380.82 1176.13 566.306 1647.99 468.446 201.847 779.271 712.082 288.159 7975.05 6748.33 1226.72 13098.7 internal_count=1412025 480636 320235 55189 160401 101390 15474 12650 5908 85916 65242 11724 5824 5900 2521 20674 7833 5636 4769 2310 6742 1911 827 3199 2912 1186 33078 27974 5104 53518 is_linear=0 shrinkage=0.03 Tree=727 num_leaves=31 num_cat=0 split_feature=2 3 2 3 3 2 1 0 2 2 2 3 0 1 0 3 2 1 2 3 0 3 2 0 1 0 0 2 2 2 split_gain=3.63379 16.1814 32.0892 49.028 23.4009 84.5251 20.8886 18.2061 18.4576 16.3968 21.9418 58.6309 35.9978 30.6992 19.3638 18.8811 26.6115 17.4339 20.229 16.2371 15.3404 13.1727 30.543 20.0708 12.8694 12.9052 14.3365 17.0142 14.6653 12.5952 threshold=7656.2912597656259 3.2575000524520878 11817.106933593752 5.0659999847412118 1.532000005245209 11817.106933593752 1.5000000000000002 68.500000000000014 8374.6435546875018 47442.083984375007 14697.978027343752 1.9854999780654909 65.500000000000014 1.0000000180025095e-35 73.500000000000014 2.6375000476837163 65050.789062500007 2.5000000000000004 13771.215820312502 3.0835000276565556 36.500000000000007 3.653500080108643 8374.6435546875018 82.500000000000014 -15.499999999999998 66.500000000000014 70.500000000000014 12925.947753906252 14054.634277343752 13196.084960937502 decision_type=2 2 2 2 2 2 2 2 2 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 21 -2 6 7 8 -6 10 11 12 17 24 -15 -11 -17 18 -7 20 -8 -3 23 -23 -13 -26 28 -28 -27 -14 right_child=1 2 -4 -5 5 9 19 -9 -10 15 -12 13 29 14 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.0001026698869129463 0.00059079745627024804 0.0060547214806055518 7.4197237054952973e-05 -0.00057115616920987004 0.00065531254649632813 0.010805032771652673 -0.015514928172627084 0.0053646801202695601 -0.0056983781901879501 0.0027529358253681685 -0.0011870946717905456 -0.022037648187787511 -0.030316859232350373 -0.0085766141175041485 0.021957213218006963 -0.0064127385626695701 0.001285287767170466 -0.0011853762741150578 0.002114906633812549 0.0066999897538486588 -0.0064707221859052694 -0.00062914835012550796 0.0037259686992206719 -0.02319829093208373 0.0033323923958016185 -0.026536767222000417 0.032005606992470619 -0.0077246363210764588 0.0062944182384916322 0.0034062352569229374 leaf_weight=215299.21340791747 14198.475854590535 1225.5582752525806 56468.096453787526 5108.3813701379113 499.73968717455864 837.00450555980206 330.27953360974789 176.12009459733963 2330.3439348936081 3087.9622246176004 13098.173772536218 20.835800141096115 32.246897771954536 597.61364461481571 19.296246379613876 578.69280306994915 1340.0590079426765 204.66616608202457 338.61271677911282 50.762384206056595 345.19632433354855 1404.9497699290514 5304.7993803098798 36.381473496556282 693.37737146019936 43.949430286884308 14.27272182703018 30.285270825028419 16.974414512515068 14.427054405212401 leaf_count=931389 59011 5104 265046 22111 2059 3396 1456 722 9547 12841 53518 90 130 2443 78 2348 5485 867 1373 204 1486 5780 22043 151 2861 178 58 123 69 58 internal_value=-3.13374e-05 0.000110278 0.00038434 0.00172326 -0.000379717 -0.000937585 -0.00509712 -0.00399403 -0.00457644 -0.000197177 -0.000667021 0.00171184 0.00601904 -0.00256643 -0.00762155 0.00130072 -0.00103643 0.00689524 0.00830202 -0.00966325 -0.010893 0.00319355 0.00267377 -0.00119883 0.0012381 0.00184518 -0.00793091 0.00500167 -0.0173894 -0.019893 internal_weight=323747 108448 69548.2 13080.1 38899.4 24700.9 3732.44 3006.2 2830.08 20968.5 15961.7 2863.56 1426.96 1436.6 616.91 5006.71 1918.75 1380.28 1175.62 726.238 675.476 7971.69 6746.13 1441.33 819.695 798.859 105.482 44.558 60.9238 46.674 internal_count=1412025 480636 320235 55189 160401 101390 15474 12328 11606 85916 65242 11724 5824 5900 2521 20674 7833 5636 4769 3146 2942 33078 27974 5931 3379 3289 428 181 247 188 is_linear=0 shrinkage=0.03 Tree=728 num_leaves=31 num_cat=0 split_feature=2 3 2 3 3 2 1 0 2 2 3 0 2 2 3 2 3 3 0 1 2 1 3 2 2 0 2 0 1 0 split_gain=3.4191 15.2267 30.203 46.2244 22.0217 79.594 19.7714 17.1345 17.374 15.819 21.6145 33.4213 15.429 21.1311 17.767 25.0434 17.4967 15.3231 14.559 13.9607 15.3429 13.7018 16.603 31.8965 23.0612 12.5682 27.5367 15.8916 18.892 18.5891 threshold=7656.2912597656259 3.2575000524520878 11817.106933593752 4.7190001010894784 1.532000005245209 11817.106933593752 1.5000000000000002 68.500000000000014 8374.6435546875018 8007.5161132812509 5.0659999847412118 13.500000000000002 47442.083984375007 26691.365234375004 2.6375000476837163 65050.789062500007 2.7749999761581425 3.0835000276565556 36.500000000000007 2.5000000000000004 9801.5458984375018 -1.4999999999999998 3.8810000419616704 8714.5634765625018 9139.0400390625018 25.500000000000004 2362.8337402343755 16.500000000000004 -4.4999999999999991 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=25 4 3 21 -2 6 7 8 -6 10 -5 -12 13 -7 -14 -16 -15 18 -8 -11 -21 -3 24 -24 -23 26 -1 -28 -29 -30 right_child=1 2 -4 9 5 12 17 -9 -10 19 11 -13 14 16 15 -17 -18 -19 -20 20 -22 22 23 -25 -26 -27 27 28 29 -31 leaf_value=1.2825707795874702e-05 0.00057307438547236954 0.00043435180620646251 7.1971999158106274e-05 -0.021862522843468173 0.0006356473980637852 0.00010652585755964332 -0.015107327390383894 0.0052063019182876438 -0.0055288463715798038 0.00072532085886322989 -0.0088724334527928109 0.013910830882831134 0.0026705901889877595 -0.0012302498093937607 -0.006221527945224261 0.0012466984578953988 -0.0052911586873071207 0.0065002202894746727 -0.00628508656051276 -0.010873681160504519 -0.00065220957729964586 0.0073750487996327874 -0.0016069529287241167 0.0047584776552796809 -0.0039334312025223949 3.3585271333426109e-05 -0.00056954867448293707 0.0029554172903604008 -0.0039687850576550464 -0.0012190157940723228 leaf_weight=34755.563446810469 14198.454549700022 1094.162397891283 56467.581686923048 64.947514370083809 499.74408052116632 10808.671640209854 329.03397978842258 176.0347304046154 2329.754606552422 5719.5826588822529 215.41365052759647 79.271856486797333 3087.6861160844564 3885.3373038768768 578.58544547110796 1340.0912305116653 1266.0371516793966 50.752918675541878 344.73732054233551 200.1634122133255 389.06730677187443 1760.8441924899817 1011.94385394454 2362.574779227376 178.77672266960144 160962.10438171029 10144.525257968227 582.07355712354183 4524.6225740164518 4330.1638958752155 leaf_count=152696 59011 5073 265046 268 2059 44182 1456 722 9547 24610 944 329 12841 15946 2348 5485 5114 204 1486 823 1594 7155 4090 9579 724 689682 49758 2924 18547 17782 internal_value=-3.03985e-05 0.000106977 0.000372833 0.001672 -0.000368376 -0.000909633 -0.00494746 -0.00387509 -0.00444008 -7.6503e-05 -0.00619638 -0.00274362 -0.000191277 -0.000647074 0.00126178 -0.00100538 -0.00222829 -0.00939599 -0.0105934 0.00027236 -0.00412447 0.00349148 0.00412093 0.00284963 0.00633274 -9.95899e-05 -0.000494094 -0.00139384 -0.00227995 -0.00262409 internal_weight=323738 108439 69544.3 13076.7 38894.9 24696.5 3730.06 3005.53 2829.5 6668.45 359.633 294.686 20966.4 15960 5006.36 1918.68 5151.37 724.524 673.771 6308.81 589.231 6408.3 5314.14 3374.52 1939.62 215299 54336.9 19581.4 9436.86 8854.79 internal_count=1412025 480636 320235 55189 160401 101390 15474 12328 11606 28568 1541 1273 85916 65242 20674 7833 21060 3146 2942 27027 2417 26621 21548 13669 7879 931389 241707 89011 39253 36329 is_linear=0 shrinkage=0.03 Tree=729 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 3 2 3 3 2 1 0 2 2 2 0 0 0 1 2 1 3 2 2 2 3 0 1 1 1 split_gain=3.34671 4.32835 6.06471 7.81488 3.1753 14.3308 28.4992 44.1961 20.7229 74.9517 18.713 16.1261 16.3543 14.5179 20.2473 55.7877 49.908 47.3451 32.4411 20.9655 19.4006 16.7186 23.5679 15.0013 14.8876 14.4604 13.8178 13.3705 12.3603 12.3601 threshold=98.500000000000014 13196.084960937502 47442.083984375007 1.0000000180025095e-35 7656.2912597656259 3.2575000524520878 11817.106933593752 5.0659999847412118 1.532000005245209 11817.106933593752 1.5000000000000002 68.500000000000014 8374.6435546875018 47442.083984375007 14697.978027343752 65.500000000000014 32.500000000000007 71.500000000000014 1.0000000180025095e-35 13771.215820312502 2.5000000000000004 2.6375000476837163 65050.789062500007 13771.215820312502 13771.215820312502 3.0835000276565556 36.500000000000007 -15.499999999999998 -23.499999999999996 -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=4 -2 -3 -4 -1 8 7 -7 -6 10 11 12 -10 14 15 16 18 24 27 -19 23 -15 -23 -18 -17 26 -12 -11 -16 -9 right_child=1 2 3 -5 5 6 -8 29 9 13 25 -13 -14 21 28 17 20 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-9.5283831069282052e-05 -0.02230628617271372 0.038879268688596001 0.028006201481170473 -0.027855027806532515 0.00055588301101730704 0.003020647443338229 6.9475079054921648e-05 0.0080047699863747528 0.00061657301177790572 -0.021266518774344573 -0.014710461044507772 0.0050525931646136285 -0.0053643963899285586 0.0025907093016836287 0.01785883541675037 -0.022591115255587071 0.0099083636473849684 0.020832598161628933 -0.0086746792733581862 -0.010815625398343572 -0.0016963150926003661 -0.0060361012726327639 0.0012092699096218889 0.0028793371843705692 -0.0051486071792718347 0.0063065070942412409 -0.0061046515806017854 0.0031253768340155684 -0.0011719119261115827 -0.00080893096194060684 leaf_weight=215285.79149497644 13.839792001992464 3.0400278791785231 3.3657335638999939 6.8234338811598718 14198.43178807199 7965.7566093057394 56453.780473326799 147.45921519910917 499.74824667721987 20.945003531873226 327.79255449771881 175.94963248074055 2329.1491719484329 3087.4081740602851 30.788091763854027 159.27943405508995 938.78205093741417 50.774978786706924 403.92156809568405 29.951031625270844 223.33039011061192 578.47037241607904 1340.1214819699526 385.46465180814266 60.87047666311264 50.742663338780403 344.28586938977242 588.78412206470966 13066.861314021051 4959.9572804924101 leaf_count=931286 112 25 14 232 59011 33078 264774 824 2059 90 1456 722 9547 12841 198 647 3817 206 1648 125 950 2348 5485 1565 248 204 1486 2428 53320 21279 internal_value=-2.94877e-05 -0.0105776 0.00169236 -0.00940268 -2.86056e-05 0.000103796 0.000361759 0.00162393 -0.000357363 -0.000882468 -0.00480221 -0.00375971 -0.00430781 -0.000185545 -0.000627675 0.00165816 0.00309371 -0.010562 -0.00208074 0.00909045 0.00648293 0.00122402 -0.000975266 0.00786234 -0.0177683 -0.00913603 -0.010302 0.00228748 -0.00112718 -0.000554465 internal_weight=323732 27.069 13.2292 10.1892 323705 108419 69527 13073.2 38891.9 24693.4 3727.67 3004.85 2828.9 20965.8 15959.8 2862.1 2561.23 300.876 1013.65 80.726 1547.58 5006 1918.59 1324.25 220.15 722.821 672.078 609.729 13097.6 5107.42 internal_count=1412025 383 271 246 1411642 480356 319955 55181 160401 101390 15474 12328 11606 85916 65242 11724 10498 1226 4166 331 6332 20674 7833 5382 895 3146 2942 2518 53518 22103 is_linear=0 shrinkage=0.03 Tree=730 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 2 0 1 1 0 1 0 0 2 2 0 0 2 1 1 1 0 2 0 2 0 1 1 0 split_gain=2.16218 11.4584 18.9015 72.2827 41.6204 19.877 24.0576 22.4704 19.0347 22.6312 29.0717 18.0656 23.3588 18.0588 33.4005 17.643 17.5414 16.3941 56.2525 17.263 15.5645 13.2408 21.3648 35.383 14.9817 13.2101 13.0083 12.3499 16.8616 20.0854 threshold=2623.7399902343755 1896.9642333984377 41.500000000000007 24.500000000000004 14.500000000000002 2362.8337402343755 2134.5515136718755 11.500000000000002 1.5000000000000002 -6.4999999999999991 47.500000000000007 5.5000000000000009 54.500000000000007 22.500000000000004 2272.6494140625005 2134.5515136718755 39.500000000000007 17.500000000000004 2078.127319335938 -1.4999999999999998 1.0000000180025095e-35 1.0000000180025095e-35 8.5000000000000018 1957.453552246094 12.500000000000002 2272.6494140625005 30.500000000000004 2.5000000000000004 1.0000000180025095e-35 12.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 21 -8 9 10 -4 -10 25 17 -15 16 -5 18 -6 -20 -18 24 23 -23 -3 -13 -17 28 29 -9 right_child=-2 2 8 15 13 -7 7 27 11 -11 -12 12 -14 14 -16 26 20 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.2270313480077739e-09 5.0797514417019258e-05 -0.011851891015868365 0.013312834621274998 -0.0038700585282939706 -0.037767645887449089 -0.0078313370546498392 0.005198573085462301 0.011245116874913863 0.0032783720376229888 -0.0013526531154221708 -0.00054998759003381797 -0.0026184103790518436 -0.0089937117284946081 0.0084628791695827103 -0.012599846961275418 -0.013003455970748062 0.030623459148626835 0.010032777645322717 0.020712288879794566 0.0026279631854423473 -0.0074229299881374547 0.034758270086023522 -0.00996880586582247 -0.00016224413883320573 0.007977460702265007 0.0045274347482397725 -0.006717160331247341 -0.032229172841124518 0.0094052560809917002 -0.034073861828431903 leaf_weight=116166.92219593003 190243.19414972543 268.4997513666749 222.06430890411139 575.47889824211597 29.491829812526703 449.78441352397203 629.63890872895718 13.289802446961401 2254.0227845311165 8035.2612969577312 351.89308126270771 461.31610381603241 272.78791174665093 135.35032054781914 135.68566760420799 422.47301959991455 25.830405175685883 558.63131611049175 55.41982264071703 332.70982295274734 15.474714308977125 32.293893963098526 121.73965604603291 136.4663125872612 39.312366902828217 470.09072704613209 991.68611232936382 18.782793119549751 37.18045973777771 26.062375456094742 leaf_count=499537 839576 1296 1342 2404 127 2077 3084 60 9060 33064 1790 1887 1166 565 571 1772 111 2319 255 1374 62 140 531 592 180 1908 4161 88 161 117 internal_value=-1.41178e-05 -0.000106774 -0.000831371 -0.00237215 0.000570636 -0.00238308 -0.000531197 0.00314359 -0.00018642 -0.000941567 0.00481354 0.00169351 -0.00127304 0.00476942 -0.00208151 -0.00674855 -0.00251464 0.00667144 0.00217514 0.00521017 0.0163696 -0.00498382 -0.00038988 0.00652013 -0.00931938 0.000988172 -0.00859516 -0.0104313 -0.00508161 -0.018769 internal_weight=323529 133286 17118.7 5051.28 3020.34 1773.05 1323.27 724.954 12067.4 8609.22 573.957 3458.22 1204.19 1247.29 271.036 2030.94 616.784 976.253 417.621 388.13 41.3051 598.312 290.5 168.76 307.812 931.407 1414.16 95.3154 76.5326 39.3522 internal_count=1411377 571801 72264 22047 13537 8326 6249 3510 50217 36196 3132 14021 4961 5211 1136 8510 2577 4075 1756 1629 173 2739 1263 732 1476 3795 5933 426 338 177 is_linear=0 shrinkage=0.03 Tree=731 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 2 0 1 1 0 0 2 1 3 2 0 2 1 1 0 1 0 2 0 0 0 2 0 1 split_gain=2.03425 10.7805 17.7789 67.9962 39.1687 18.7005 22.6127 21.1416 17.911 21.3348 27.6375 17.0005 31.4348 16.9963 22.1149 16.5979 15.4216 52.7417 16.4192 12.6135 12.5352 12.3793 20.124 32.9157 14.0235 12.3092 34.7267 32.3364 23.983 11.8863 threshold=2623.7399902343755 1896.9642333984377 41.500000000000007 24.500000000000004 14.500000000000002 2362.8337402343755 2134.5515136718755 11.500000000000002 1.5000000000000002 -6.4999999999999991 47.500000000000007 22.500000000000004 2272.6494140625005 5.5000000000000009 1.1510000228881838 2180.0605468750005 17.500000000000004 2078.127319335938 -1.4999999999999998 -7.4999999999999991 30.500000000000004 1.0000000180025095e-35 8.5000000000000018 1957.453552246094 12.500000000000002 57.500000000000007 66.500000000000014 2180.0605468750005 79.500000000000014 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 6 21 -8 9 10 -4 16 -13 -10 -15 -5 17 -6 -19 -17 -21 24 23 -23 -3 -11 27 -27 -28 -9 right_child=-2 2 8 15 11 -7 7 29 13 25 -12 12 -14 14 -16 19 -18 18 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31 leaf_value=5.0432657986903394e-09 4.9273688692796145e-05 -0.011442356711091861 0.013014419935436986 -0.0028503448748775856 -0.036473499588148113 -0.0075947412492811082 0.0050469474722651259 -0.0049062519038592109 0.0031797997156695328 -0.0017997536789254942 -0.00053335728290731285 0.0082103558890684377 -0.012225508019912261 0.0028001274796411917 -0.0053333179997463905 0.0069598990394952225 0.0097344530469336207 0.020241349594057784 0.0025489522788730546 -0.013793003932361353 -0.0072078848332800391 0.033396758974160404 -0.0096979781880875814 -0.00015738501530398154 0.0077600612340063902 0.019319805137440294 -0.0091440052594661415 0.0027552997073062688 0.0027703030034860066 -0.031662873023230134 leaf_weight=116166.92224306986 190242.69430200511 269.74695750325918 220.36749047785997 711.26623545587063 29.620069846510887 449.880944699049 629.10679161548615 76.861317992210388 2254.1771004647017 6853.1164959073067 351.97811752557755 135.32818533480167 135.64567479491234 606.36605136096478 597.18509367480874 45.645995862782001 558.48099444806576 55.01416340470314 332.73190258443356 364.29782009124756 910.13910916447639 32.597352981567383 121.39056997001171 136.46016743779182 39.202981352806091 140.48977403342724 319.33739385008812 432.88060176372528 290.27772578597069 18.548727095127106 leaf_count=499537 839576 1296 1342 2974 127 2077 3084 338 9060 28193 1790 565 571 2472 2489 263 2319 255 1374 1516 3757 140 531 592 180 570 1315 1756 1230 88 internal_value=-1.36921e-05 -0.000103566 -0.000806415 -0.00230058 0.000553572 -0.00231056 -0.000514939 0.00305122 -0.000180824 -0.00091336 0.00468288 0.00462825 -0.00201955 0.00164292 -0.00123557 -0.00654472 0.00647421 0.00211165 0.00505918 -0.00853526 -0.00909024 -0.0048255 -0.00037898 0.00631246 -0.00900574 -0.00131193 0.00151404 0.00681401 -0.00347082 -0.010108 internal_weight=323528 133285 17118.1 5051.97 3020.62 1773.8 1323.91 724.517 12066.2 8608.45 572.346 1246.82 270.974 3457.73 1203.55 2031.35 975.847 417.366 387.746 1320.08 1274.44 599.398 290.448 169.058 308.95 8036.1 1182.99 573.37 609.615 95.41 internal_count=1411377 571801 72264 22047 13537 8326 6249 3510 50217 36196 3132 5211 1136 14021 4961 8510 4075 1756 1629 5536 5273 2739 1263 732 1476 33064 4871 2326 2545 426 is_linear=0 shrinkage=0.03 Tree=732 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 2 0 1 1 3 0 1 2 0 0 0 1 2 0 0 0 0 0 2 2 0 2 0 0 split_gain=1.91394 10.5442 18.027 27.8294 19.1355 19.0525 60.7786 61.7304 19.9619 24.8538 21.8708 21.1049 27.6665 18.4463 17.4658 14.722 18.2062 15.4162 13.6871 24.0986 18.4914 16.5019 14.1245 31.0411 12.7497 12.4952 45.017 12.3198 15.7269 12.313 threshold=2623.7399902343755 3673.077514648438 24.500000000000004 16.500000000000004 2.5000000000000004 56.500000000000007 3118.6667480468755 59.500000000000007 3.5000000000000004 -1.4999999999999998 1.1054999828338625 55.500000000000007 -4.4999999999999991 2748.945678710938 14.500000000000002 39.500000000000007 30.500000000000004 4.5000000000000009 3346.970825195313 55.500000000000007 34.500000000000007 39.500000000000007 31.500000000000004 28.500000000000004 2704.067260742188 3061.900268554688 58.500000000000007 3061.900268554688 20.500000000000004 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 4 -2 8 7 25 9 11 24 -4 -13 -14 -6 16 -12 -18 -11 20 22 -22 23 -20 -10 -7 -27 -5 -29 -8 right_child=1 -3 5 27 14 6 29 -9 10 18 15 12 13 -15 -16 -17 17 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00010045565788666013 0.0010509651334798848 -3.1439720535355375e-05 0.0032882732991730344 -0.0093796500097331047 -0.013820458955873315 -0.010501855321375106 0.0052757248229841321 0.00068126443830321653 0.007474250618472956 0.0012086736576561554 0.020293301256963176 -0.012476160345109316 -0.0014087893107242616 0.028677863565994489 0.026202329139808134 0.0085160787941929231 0.0097214048299238374 -0.0027621720879042579 0.012507108855234705 -0.031117443083799646 -0.0056748875854218906 0.00037679492583686866 0.0075188298380787577 -0.014084404265855815 -0.024411431460602082 0.0076677370440498271 -0.023768213672475193 -0.0075673311644754463 0.00272322111028035 0.001106366860470695 leaf_weight=133283.75290188193 2260.5835093744099 168974.98036594334 2297.0510996207595 434.34803938865662 123.05204752087593 945.43773877620697 911.13174296915531 1193.6907647401094 16.720580816268921 6616.6765311956406 44.849084988236427 25.647785514593124 23.395562872290611 84.875197261571884 10.66378630697727 777.28064139187336 118.0505313873291 362.17455758154392 66.538618788123131 24.528324976563454 838.98289665579796 784.93602120876312 325.5037008523941 97.257939368486404 34.72617469727993 131.98016731441021 59.472893118858337 275.74370315670967 259.40298836678267 2122.5260416418314 leaf_count=571801 10183 749965 11018 1813 629 3875 3742 4930 69 26749 196 125 101 385 50 3152 474 1461 271 102 3377 3204 1312 399 178 539 244 1156 1097 8780 internal_value=-1.32798e-05 4.77956e-05 0.000677346 -0.00133768 0.000398686 0.00105594 -0.00044033 -0.00408362 0.00169604 0.00127961 0.00513665 0.0039632 0.01554 0.0221766 -0.0106287 0.00589451 0.00201374 0.000306582 0.000534423 -0.00155249 -0.00120933 -0.00274975 0.00390311 -0.00328221 -0.0140483 -0.00908656 -0.00209751 -0.00562588 -0.00257917 0.0023586 internal_weight=323526 190242 21267.2 3363.79 2394.3 17903.4 5364.24 2330.58 12539.2 11185.4 1353.8 2430.97 133.919 108.271 133.716 1302.35 525.074 480.225 8754.42 2137.75 2113.22 1623.92 489.3 163.797 51.4468 1136.89 191.453 969.495 535.147 3033.66 internal_count=1411377 839576 89611 14928 10862 74683 22110 9588 52573 47043 5530 11629 611 486 679 5283 2131 1935 35414 8665 8563 6581 1982 670 247 4658 783 4066 2253 12522 is_linear=0 shrinkage=0.03 Tree=733 num_leaves=31 num_cat=0 split_feature=0 0 2 2 2 0 1 2 2 1 0 2 0 1 0 1 1 2 2 2 2 0 2 1 1 2 2 2 0 2 split_gain=1.86158 10.6273 26.4817 38.0933 34.5873 27.3487 14.5021 30.1088 37.5544 37.0597 39.2323 24.6219 34.2732 21.5442 28.5384 15.2721 14.2795 16.3029 13.5845 16.4271 19.5942 15.301 19.934 16.3834 13.2697 12.0475 21.5608 21.104 11.795 11.6295 threshold=52.500000000000007 55.500000000000007 2661.5908203125005 3546.369506835938 2180.0605468750005 53.500000000000007 1.0000000180025095e-35 3673.2597656250005 4712.1987304687509 1.5000000000000002 54.500000000000007 3912.428344726563 53.500000000000007 2.5000000000000004 54.500000000000007 -5.4999999999999991 1.0000000180025095e-35 2404.0227050781255 1896.9642333984377 1682.390319824219 1572.3760986328127 53.500000000000007 1846.5046997070315 1.0000000180025095e-35 -5.4999999999999991 7836.1462402343759 9801.5458984375018 6233.4113769531259 54.500000000000007 2533.3342285156255 decision_type=2 2 2 2 2 2 2 2 2 2 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 18 16 11 9 -9 10 -8 12 15 14 -11 -5 17 -6 19 20 -2 22 -21 -23 -14 27 -27 -13 -4 -18 right_child=1 -3 3 6 5 -7 7 8 -10 13 -12 25 24 -15 -16 -17 29 -19 -20 21 -22 23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-5.1193833655777442e-05 0.00041592013961562165 -4.5597520081264978e-05 0.010346771276135105 -0.023140727703748195 -0.0057224189516059953 -0.0077500853799174728 -0.010828155147858735 0.015956737215262917 0.00086807947588485833 0.018951581352463883 0.0055522889273265279 0.0006795446007914213 -0.004164970728063851 -0.0042493833962835457 -0.012784108477149272 0.0019468591275915903 -0.0066065133355337402 0.010641427907073245 0.0049634135411150467 -0.012079961281616404 0.02141208500935525 0.0051803187013816331 0.012216608774698674 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-0.000169704 0.00239034 -0.0040772 -0.00738696 0.00328091 0.00724262 0.00532107 0.0125758 0.000295226 0.000464998 0.0057828 0.000800022 0.000243225 0.000605648 -0.00852595 -0.0028588 -0.0216873 0.0127987 0.000243074 0.00248634 -0.00439491 0.00745249 -0.00342438 internal_weight=323520 71446 12426.4 5648.05 6778.37 1504.37 4550.15 2708.88 1636.63 1072.26 792.991 1841.27 799.118 279.266 158.851 355.097 621.361 262.481 5274 4651.88 4467.25 184.628 129.057 55.5709 444.021 1042.15 702.412 339.737 1097.9 358.881 internal_count=1411377 303768 53701 25216 28485 6188 20691 12884 6741 6143 4563 7807 3322 1580 858 1448 2567 1127 22297 19739 18979 760 534 226 1874 4485 3072 1413 4525 1440 is_linear=0 shrinkage=0.03 Tree=734 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 0 1 1 2 0 2 2 1 0 1 0 1 1 2 2 2 0 2 2 2 2 1 0 2 split_gain=1.75146 10.459 11.2977 26.0134 36.6557 24.5809 26.6883 30.9095 19.0617 29.6488 30.0618 28.3825 35.215 34.9986 37.1844 20.1087 26.5836 14.8779 12.668 12.2844 23.1431 18.8075 12.875 23.9407 11.4698 19.6554 19.0322 11.1097 10.7873 12.4772 threshold=52.500000000000007 -3.4999999999999996 55.500000000000007 2661.5908203125005 3546.369506835938 2180.0605468750005 53.500000000000007 -2.4999999999999996 1.0000000180025095e-35 3912.428344726563 53.500000000000007 3673.2597656250005 4712.1987304687509 1.5000000000000002 54.500000000000007 2.5000000000000004 54.500000000000007 -1.4999999999999998 1.0000000180025095e-35 1896.9642333984377 1682.390319824219 1572.3760986328127 53.500000000000007 1846.5046997070315 7836.1462402343759 9801.5458984375018 6233.4113769531259 4.5000000000000009 54.500000000000007 2134.5515136718755 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 18 17 7 -7 9 10 -6 13 -13 14 -10 16 -15 -3 -5 20 21 -19 23 -22 26 -26 -11 -20 -21 -30 right_child=1 2 -4 4 8 6 -8 -9 11 24 -12 12 -14 15 -16 -17 -18 19 27 28 22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-4.9657954963534332e-05 -0.0014523263058313987 -0.0042247378089677948 2.6061977324660908e-05 0.011907443940672256 0.0019041765495899626 0.026007754400046421 -0.0072070144570856587 -0.00074155972027948897 -0.010570375443179505 0.00058986828262730102 0.014353303283894997 0.015435270269564793 0.00084201864228472306 0.018196622557879447 0.0053749482313283489 -0.0041318654644385703 -0.012456338999927617 0.00099420470717962979 0.0035439908191980396 0.0031446167518969664 -0.015312040793342469 0.022967795418278945 -0.023388506983020769 0.014919365422828422 0.013894293695264395 -2.6172462668864513e-05 -0.015777688828158255 0.014743840454813938 0.0085774844874854754 0.032031086321599254 leaf_weight=252074.02037413692 3620.9263043105602 487.73099964857101 56160.299067110289 388.49020996689796 325.84396767616272 41.936875909566879 826.46111205220222 533.10547702014446 622.48610380291939 206.63876713812351 376.04326783120632 165.56604065001011 1471.542622551322 128.21809451282024 166.91966739296913 120.12871959805489 31.772937849164009 3761.2246267944574 575.64104400575161 364.35145661234856 67.314480274915695 35.386493936181068 48.993661269545555 36.283092051744461 114.41096089780331 451.70049293339252 92.586947679519653 92.523415014147758 101.40825062990189 25.560126960277557 leaf_count=1107609 16665 1995 236997 1643 1317 185 3351 2158 3797 855 1564 686 6055 713 766 722 145 15960 2305 1466 271 145 197 146 471 1931 373 377 409 103 internal_value=-1.24972e-05 0.000118621 0.000202493 0.00105225 0.00259635 -0.000248085 -0.0037538 0.00120922 0.00135937 0.00399231 0.00857392 -0.000165186 0.00231788 -0.00396598 -0.00719874 0.00514425 0.0121092 0.000748875 0.00759959 0.00129516 0.000738602 0.00119901 -0.0107168 -0.00472406 0.000276099 0.00278715 -0.00447461 0.00509488 0.00576873 0.013299 internal_weight=323516 71441.5 67820.6 11660.3 5330.51 6329.76 1401.5 575.042 4273.86 1567.22 701.887 2706.63 1637.11 1069.53 789.406 280.12 159.991 4928.25 1056.65 4440.52 3949.2 3796.61 152.591 103.598 865.337 566.111 299.226 668.164 491.32 126.968 internal_count=1411377 303768 287103 50106 23720 26386 5694 2343 19395 6511 2881 12884 6741 6143 4563 1580 858 20692 4325 18697 16719 16105 614 417 3630 2402 1228 2682 1978 512 is_linear=0 shrinkage=0.03 Tree=735 num_leaves=31 num_cat=0 split_feature=2 0 0 1 1 0 2 1 1 0 3 1 1 0 1 0 2 1 1 1 0 0 2 1 1 0 1 0 1 0 split_gain=1.60749 7.89401 9.4264 10.6517 8.91374 13.5509 7.5379 7.11813 8.97426 8.64532 6.78978 6.30605 6.3105 7.02382 6.11748 8.24258 21.1782 5.56557 13.9214 12.2866 9.68448 7.98059 11.482 19.2386 6.71017 5.43838 5.3465 5.29757 4.90756 4.86751 threshold=94085.273437500015 18.500000000000004 7.5000000000000009 -15.499999999999998 3.5000000000000004 6.5000000000000009 99992.636718750015 1.5000000000000002 6.5000000000000009 16.500000000000004 2.5095000267028813 -7.4999999999999991 -1.4999999999999998 34.500000000000007 5.5000000000000009 8.5000000000000018 99992.636718750015 -10.499999999999998 -2.4999999999999996 -1.4999999999999998 3.5000000000000004 2.5000000000000004 99992.636718750015 1.0000000180025095e-35 -3.4999999999999996 1.5000000000000002 -7.4999999999999991 11.500000000000002 11.500000000000002 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 17 -6 10 26 9 14 -3 -8 -13 28 15 16 -9 -2 24 20 -20 22 23 -21 25 -19 -5 -10 -14 -15 right_child=1 6 3 7 5 -7 11 8 27 -11 -12 12 13 29 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=2.8428214797721872e-05 0.0066297704882845691 -0.012141064313192654 -0.015702514887970215 0.0062332145822276419 0.015861889617300784 -0.0064989012214080946 0.0099283820321930411 0.0370873370564778 0.011336834403030401 0.0032532821966357512 -0.0013934689683885015 -0.0022174059567858589 0.003556772146411669 -0.001004544293951911 -0.018692728611485132 -0.0071491010610555379 -0.0031138100220544679 0.025248000531363463 -0.0025328713610342233 0.012143782744081993 0.0073775010518696785 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-0.00060908 -0.00165864 -3.52645e-05 0.00845014 0.000830415 -0.00152155 -0.00391978 -0.00511448 -0.00286433 0.0012356 0.00107573 0.00150581 -0.00630218 -0.00565406 0.00196199 -0.000139073 -0.000221321 2.28981e-05 0.0047911 -0.000249026 0.00104978 -0.00417407 -0.00599266 -0.00290174 -0.000979827 0.00352074 0.00335379 0.000541354 internal_weight=323548 18618.2 14086.6 4979.2 9107.43 110.072 4531.59 4931.06 908.61 782.902 447.849 4083.74 4009.99 3546.78 685.591 651.511 106.907 8997.36 8889.35 8528.46 460.126 8068.34 2787.06 333.388 360.888 229.731 4022.45 125.708 1216.28 2330.5 internal_count=1411418 93410 73443 20494 52949 448 19967 20251 3769 3242 1885 18082 17749 15547 2835 2689 437 52501 50624 47447 2944 44503 22561 1527 3177 2123 16482 527 4982 10565 is_linear=0 shrinkage=0.03 Tree=736 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 3 1 3 2 3 2 2 1 2 2 0 2 3 1 2 1 0 2 1 2 2 0 1 1 split_gain=1.58133 10.3798 25.941 88.8616 11.5429 8.51272 8.27686 9.60096 9.45562 36.6561 46.9316 10.5263 6.61487 14.7816 6.53707 10.1097 13.2657 8.37056 40.486 14.5835 10.0661 8.03359 6.99489 6.84015 6.61456 8.18751 6.47058 14.0734 15.0224 15.9172 threshold=195.44509887695315 192.42346954345706 42.500000000000007 43.500000000000007 1.0000000180025095e-35 59.500000000000007 1.2994999885559084 22.500000000000004 1.1510000228881838 182.51656341552737 1.247500002384186 65.776599884033217 184.66258239746097 1.0000000180025095e-35 161.84931945800784 87.386707305908217 54.500000000000007 174.66455078125003 1.247500002384186 1.0000000180025095e-35 177.71882629394534 1.0000000180025095e-35 44.500000000000007 149.77716064453128 -2.4999999999999996 135.80005645751956 174.66455078125003 52.500000000000007 1.0000000180025095e-35 3.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 -3 -4 5 -5 8 -8 26 11 12 -10 -11 -14 15 -13 21 -16 -19 -20 -21 24 -23 -18 25 -17 -1 28 -28 -30 right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 14 13 -15 17 16 23 18 19 20 -22 22 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.00027153614132984291 2.923721421905468e-05 0.0019526312380967197 -0.031157987484673404 -0.004388581860440984 0.0024156213002999821 -0.021050380081324867 0.000729511395516135 0.029095300547846922 0.010254780548192855 -0.013352640947379372 -0.033645597185291656 -1.1827408381305169e-05 -0.0056879462893301225 0.033833675822852662 0.00024862351207054683 -0.015348874301593211 -0.010356441761950106 -0.032366421070475118 0.0010129480365603813 -0.0079343505184042915 0.00029272944830043912 0.012473692541204263 -0.0024744654452950499 -0.029550339103862611 -0.010466417993717593 0.0094727762549689579 -0.0016242030428535435 0.029363889977141899 0.0062842450110074388 -0.0046633584031326881 leaf_weight=6619.3646491244435 302059.55453757936 509.74361398816109 113.57107448577881 194.60529725253582 271.79682697355747 32.157672300934792 6760.3372088223696 10.756173364818094 72.314935497939587 12.858289048075674 70.088997170329094 473.52122168242931 19.185200795531273 15.317129388451574 2725.4871331825852 17.843348383903503 40.804945759475231 39.952162645757198 768.22135677933693 404.91251701116562 199.94053792953491 31.557492263615131 262.77218043059111 28.299059078097343 211.28487817943096 36.273449212312698 705.07289111614227 16.595177665352821 675.36095508933067 145.23236197978258 leaf_count=28637 1318457 2191 558 812 1192 130 29552 54 313 53 336 2034 77 64 11707 78 178 181 3118 1829 922 133 1199 133 852 155 2980 67 2715 711 internal_value=1.15488e-05 -0.000237132 -0.00304644 -0.00720934 -0.00175388 -0.00675142 -8.23591e-05 0.000774572 -0.000509246 -0.00147927 -0.0180568 -0.00111282 0.00501299 0.0118575 -0.00126967 -0.0033226 -0.00581565 -0.000722846 -0.00259665 -0.00173044 -0.0052148 -0.00428463 -0.000871751 -0.0182166 -0.00806951 0.0012886 0.000136196 0.00188618 0.00158729 0.00434669 internal_weight=323545 21485.2 1121.87 612.131 498.56 226.763 20363.4 6771.09 13592.3 5430.63 117.45 5313.19 47.3606 34.5023 5240.87 1102.36 628.835 4138.51 1413.03 1373.07 604.853 559.731 294.33 69.104 265.402 54.1168 8161.63 1542.26 1525.67 820.593 internal_count=1411418 92961 4883 2692 2134 942 88078 29606 58472 23362 530 22832 194 141 22519 4762 2728 17757 6050 5869 2751 2417 1332 311 1085 233 35110 6473 6406 3426 is_linear=0 shrinkage=0.03 Tree=737 num_leaves=31 num_cat=0 split_feature=2 0 0 1 1 0 2 1 1 0 3 1 1 0 1 0 2 1 1 1 0 0 2 1 1 0 1 0 2 0 split_gain=1.51865 7.42826 8.87194 9.95725 8.40152 12.7803 7.09228 6.7075 8.45383 8.14875 6.39215 5.94402 5.93669 6.60247 5.80492 7.7681 19.9422 5.25988 13.0656 11.5724 9.13778 7.51159 10.8236 18.1726 6.26099 5.21821 5.03145 4.9693 4.85666 8.81721 threshold=94085.273437500015 18.500000000000004 7.5000000000000009 -15.499999999999998 3.5000000000000004 6.5000000000000009 99992.636718750015 1.5000000000000002 6.5000000000000009 16.500000000000004 2.5095000267028813 -7.4999999999999991 -1.4999999999999998 34.500000000000007 5.5000000000000009 8.5000000000000018 99992.636718750015 -10.499999999999998 -2.4999999999999996 -1.4999999999999998 3.5000000000000004 2.5000000000000004 99992.636718750015 1.0000000180025095e-35 -3.4999999999999996 1.5000000000000002 -7.4999999999999991 11.500000000000002 99992.636718750015 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 17 -6 10 26 9 14 -3 -8 -13 -14 15 16 -9 -2 24 20 -20 22 23 -21 25 -19 -5 -10 29 -28 right_child=1 6 3 7 5 -7 11 8 27 -11 -12 12 13 -15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=2.7257428764047111e-05 0.0064596461464222227 -0.011782331291189243 -0.015153478998620381 0.0060464706296728043 0.015419342183651661 -0.0063093971505801165 0.0096430380692748459 0.036002087069702732 0.010967912628217129 0.0031526465310865509 -0.0013524806723059937 -0.0021510550013994355 0.0032507716332203017 0.00052432812115457152 -0.018222829359819559 -0.0069445455431875877 -0.0030227507641475788 0.025116437086195979 -0.0024535370331308509 0.011850696536596398 0.0071694757568754727 -0.00090718807782628889 0.0017071736192266246 -0.0071531563060906475 -0.011014467400792797 -0.0035437229950669117 0.0078956623983169674 -0.0012930101934311587 -0.0013708085140105217 -0.0043789950508468919 leaf_weight=304927.10950466659 107.52526035695337 61.266590565443039 48.382690537720919 90.39046573638916 73.426620796322823 36.458557993173599 73.65021888166666 13.487620830535887 48.271319329738617 97.376672372221947 386.57609060406685 463.36005838215351 1216.8423598557711 2330.1187091041356 33.913541525602341 543.9061872959137 93.363705053925514 5.8672094787470987 120.28680818341672 54.087181817740202 339.38028076291084 5281.8026703000069 2451.8618647009134 278.35399609059095 131.75343844294548 224.08900614082813 137.37568481266499 77.538269698619843 3708.6006208658218 85.417455524206161 leaf_count=1318008 1877 262 243 364 300 148 333 54 203 407 1623 2202 4982 10565 146 2252 383 804 1439 296 1505 21942 21034 1231 1054 1319 551 324 15221 346 internal_value=1.11986e-05 -0.000251861 -0.00059182 -0.00161016 -3.50503e-05 0.00821001 0.000804583 -0.00147724 -0.00380637 -0.0049675 -0.00277932 0.00119759 0.00104249 0.00145968 -0.00612238 -0.00549178 0.00190327 -0.000135774 -0.000215569 2.13561e-05 0.0046513 -0.000242493 0.00101843 -0.00406129 -0.00580007 -0.00281247 -0.00095147 0.00341133 -0.00111237 0.00318964 internal_weight=323542 18614.7 14082.9 4978.02 9104.89 109.885 4531.81 4929.64 907.857 782.048 447.843 4083.97 4010.32 3546.96 684.671 650.758 106.851 8995.01 8887.48 8525.77 459.667 8066.11 2784.3 332.441 361.71 229.956 4021.78 125.81 3931.39 222.793 internal_count=1411418 93410 73443 20494 52949 448 19967 20251 3769 3242 1885 18082 17749 15547 2835 2689 437 52501 50624 47447 2944 44503 22561 1527 3177 2123 16482 527 16118 897 is_linear=0 shrinkage=0.03 Tree=738 num_leaves=31 num_cat=0 split_feature=2 2 0 0 1 0 3 1 3 2 3 2 2 1 2 2 0 2 3 1 2 1 2 0 1 2 2 0 1 3 split_gain=1.49467 9.77397 24.4402 84.535 10.8538 7.99405 7.78877 8.93971 8.90322 34.7127 44.7926 9.913 6.21401 13.8055 6.15409 9.52391 12.6001 7.88565 38.431 13.7471 9.5098 7.55214 6.60094 6.57639 6.22031 7.69354 6.08766 13.262 14.1349 15.7642 threshold=195.44509887695315 192.42346954345706 42.500000000000007 43.500000000000007 1.0000000180025095e-35 59.500000000000007 1.2994999885559084 22.500000000000004 1.1510000228881838 182.51656341552737 1.247500002384186 65.776599884033217 184.66258239746097 1.0000000180025095e-35 161.84931945800784 87.386707305908217 54.500000000000007 174.66455078125003 1.247500002384186 1.0000000180025095e-35 177.71882629394534 1.0000000180025095e-35 149.77716064453128 44.500000000000007 -2.4999999999999996 135.80005645751956 174.66455078125003 52.500000000000007 1.0000000180025095e-35 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 6 -3 -4 5 -5 8 -8 26 11 12 -10 -11 -14 15 -13 21 -16 -19 -20 -21 24 -18 -23 25 -17 -1 28 -28 -30 right_child=-2 2 3 4 -6 -7 7 -9 9 10 -12 14 13 -15 17 16 22 18 19 20 -22 23 -24 -25 -26 -27 27 -29 29 -31 leaf_value=-0.00026421487796718526 2.8059659651260055e-05 0.0018929897866814969 -0.030473796060903328 -0.0042555500197977133 0.0023410915195156657 -0.020391930347574458 0.00070678140189538814 0.027947164539690334 0.0099563007543067364 -0.012971996201486039 -0.032972387805073479 -1.229052598048105e-05 -0.005516413667426512 0.032608759018231619 0.00024033913726061585 -0.014832068086729109 -0.010062157156304393 -0.031640082697179807 0.00098181813636662217 -0.0077163919729353126 0.00028309928309072998 0.01208416852307743 -0.028984399728174834 -0.0024028797703741179 -0.010149656563892167 0.0092067189894385389 -0.0015758943205908494 0.028520143876155923 0.01183006607349742 0.0019448692373413032 leaf_weight=6619.1938044652343 302055.710754044 509.80842658877373 112.65433415770531 194.70401327311993 271.93904166668653 32.200759917497635 6760.5901097208261 10.860174000263212 72.243537597358227 12.839626520872114 69.386844165623188 473.5212626606226 19.191072702407837 15.413816839456556 2725.5746603831649 17.911057353019714 40.742674201726913 39.648880682885647 768.16359746456146 403.91746723651886 199.96145597845316 31.594762921333313 27.991547971963882 262.57501844316721 211.35838478803635 36.199950113892555 705.2492747977376 16.573392480611801 188.49142536520958 632.06485296785831 leaf_count=28637 1318457 2191 558 812 1192 130 29552 54 313 53 336 2034 77 64 11707 78 178 181 3118 1829 922 133 133 1199 852 155 2980 67 787 2639 internal_value=1.08635e-05 -0.000230923 -0.00295773 -0.00700179 -0.00170108 -0.00654551 -8.07562e-05 0.00075047 -0.000494935 -0.00143649 -0.0176121 -0.00108069 0.00485207 0.0114654 -0.00123288 -0.0032252 -0.00564634 -0.000702254 -0.00252213 -0.00168069 -0.00506753 -0.00415755 -0.0177681 -0.000846925 -0.0078261 0.00124974 0.000131291 0.00182862 0.0015387 0.00421562 internal_weight=323538 21482.6 1121.31 611.498 498.844 226.905 20361.3 6771.45 13589.8 5428.24 116.831 5311.4 47.4445 34.6049 5239.16 1101.89 628.373 4137.27 1411.69 1372.04 603.879 559.639 68.7342 294.17 265.469 54.111 8161.57 1542.38 1525.81 820.556 internal_count=1411418 92961 4883 2692 2134 942 88078 29606 58472 23362 530 22832 194 141 22519 4762 2728 17757 6050 5869 2751 2417 311 1332 1085 233 35110 6473 6406 3426 is_linear=0 shrinkage=0.03 Tree=739 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 0 0 1 0 0 2 0 0 1 2 2 0 1 2 0 2 0 2 1 1 2 1 0 1 split_gain=1.44437 12.8256 6.53285 7.72191 7.6788 6.59222 6.26006 6.05994 8.25058 6.02644 5.46529 10.0953 20.7854 20.8637 16.3379 11.0141 12.7261 20.7915 12.9843 10.319 8.66694 7.54986 9.73593 7.68869 19.2556 13.2221 9.97492 6.19367 5.8832 5.29287 threshold=58311.849609375007 56232.490234375007 1.4100000262260439 44.500000000000007 49.500000000000007 89063.015625000015 22.500000000000004 55.500000000000007 1.5000000000000002 46.500000000000007 4.5000000000000009 61458.453125000007 2.5000000000000004 3.5000000000000004 1.0000000180025095e-35 79002.019531250015 71819.058593750015 2.5000000000000004 1.5000000000000002 68603.160156250015 3.5000000000000004 99992.636718750015 3.5000000000000004 89063.015625000015 1.0000000180025095e-35 1.0000000180025095e-35 94085.273437500015 -1.4999999999999998 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 -2 5 9 10 -6 -9 -5 11 12 -4 29 -15 16 18 -18 27 -20 -19 22 23 24 -17 26 -25 -13 -29 -14 right_child=2 -3 6 4 7 -7 -8 8 -10 -11 -12 15 13 14 -16 21 17 20 19 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31 leaf_value=1.889511241560929e-05 -0.01140738799050287 0.0035135185046767173 0.019383253290614862 -0.017772533509250767 -0.0093210059705877511 0.01097464964212133 0.0006340514138863944 0.0043111728295857849 -0.022206312944450867 0.0050509587239692035 -0.00077876403037944639 0.0079805620396741737 -0.010014284090689891 -0.01559652071219912 0.010330147199170733 -0.0093786358577647652 -0.0096391783970676756 0.010424155654719269 -0.001189444995633857 0.029523621741345533 -0.026720524245439598 0.00044846401850333751 0.012871240174851776 -0.0052788702921620755 0.0039890578064813928 -0.0067821775914389754 0.011012394096557783 0.014985534647351277 -0.0023116199424625975 -0.02273162293404913 leaf_weight=294403.42531443993 95.535325832664967 948.233975822106 26.340838316828012 17.496797949075699 123.11657087504864 64.014852732419968 7043.6374713070691 80.544295862317085 12.153361827135084 25.71445432305336 12946.929918333888 67.164441615343094 52.041703820228577 33.203201316297054 64.115397155284882 134.75663372687995 56.829181930050254 364.81633202172816 16.687815800309181 24.011935532093048 5.7424609139561644 5272.380241917097 37.454841580241919 61.727574531920254 345.9610493928194 549.51577557623386 74.831168338190764 18.345218054950237 501.06756165623665 67.860474050045013 leaf_count=1270181 450 4625 173 72 521 273 30500 338 50 106 53112 623 269 196 292 879 456 3171 83 132 28 36999 184 340 1465 2446 456 224 2489 285 internal_value=1.05338e-05 3.01147e-05 -0.000194662 -0.00391461 -0.00169871 0.00486319 -0.000138582 -0.00495895 0.000834531 -0.00419057 -0.000401212 0.0002275 -0.00578376 -0.00883558 0.00148448 0.000421904 0.00326491 0.00725728 0.00054476 0.0169306 0.00984853 -4.10564e-05 -0.00218425 -0.00266754 0.000241774 -0.00470604 0.00364838 -0.000592172 -0.0017007 -0.0172119 internal_weight=323536 295352 28184 418.576 323.04 107.226 27765.4 215.814 92.6977 43.2113 20721.8 7774.85 243.562 217.221 97.3186 7531.29 1054.66 427.388 627.277 40.6998 370.559 6476.63 1204.25 1166.79 480.718 686.075 136.559 586.577 519.413 119.902 internal_count=1411418 1274806 136612 1810 1360 451 134802 909 388 178 104302 51190 1215 1042 488 49975 7206 3655 3551 215 3199 42769 5770 5586 2344 3242 796 3336 2713 554 is_linear=0 shrinkage=0.03 Tree=740 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 0 0 0 1 0 2 0 0 2 0 1 0 1 1 0 0 2 1 0 2 0 0 1 0 0 split_gain=3.05082 7.74582 7.30352 7.4854 6.98379 14.4146 6.9934 8.45989 6.56897 11.7123 6.05214 37.4721 6.5205 7.9413 9.30348 7.17541 12.7611 6.0082 7.31168 7.71133 6.70343 13.024 7.30835 8.60683 5.76894 7.72973 5.71474 5.70662 5.58396 5.39108 threshold=75237.886718750015 1.532000005245209 21.500000000000004 9.5000000000000018 79002.019531250015 10.500000000000002 13.500000000000002 12.500000000000002 -9.4999999999999982 3.5000000000000004 89063.015625000015 8.5000000000000018 4.5000000000000009 83842.167968750015 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 18.500000000000004 99992.636718750015 1.5000000000000002 16.500000000000004 79002.019531250015 2.5000000000000004 5.5000000000000009 4.5000000000000009 2.5000000000000004 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 8 5 -5 7 -7 9 -3 11 12 15 -14 -15 24 -17 -6 20 -20 22 -22 -19 -24 28 -26 -11 -23 -10 -8 right_child=1 2 -4 4 17 6 29 -9 10 26 -12 -13 13 14 -16 16 -18 18 19 -21 21 27 23 -25 25 -27 -28 -29 -30 -31 leaf_value=6.2382181564277068e-05 -0.0046186253598950325 -0.0049030863255829383 0.00076926923339682514 0.013699912894536674 -0.00022185353210242678 -0.010305575155747938 0.00036771420050844036 -0.032871660247170718 -0.015315935529402637 0.019551973344688833 -0.00038052942408541918 0.022344593576893019 -0.0092365102286395707 -0.013012960299442057 0.01000945071199019 -0.02339071056442437 0.0047361135428308455 -0.0020295335205092854 0.016064453004608712 0.00022588336273412013 -0.0059889746669289524 0.0060301182143482597 -0.0073418056897753955 0.0014555765594042847 -0.002687847503615063 -0.019944682652601471 0.0057531735801595691 -0.010271821784059094 0.0063810785552965536 -0.011533800710542511 leaf_weight=300677.9627663666 367.17122363299131 60.316470016026869 5129.8364245058037 28.35855259001255 2754.6670947894454 55.76033279299736 75.445369452238083 20.430070891976357 12.497669994831083 46.401270650327206 10768.049521356821 75.841572925448418 120.52531565725803 22.480064541101456 53.141783848404884 14.998558990657328 452.50548641383648 1316.300040781498 37.365109041333199 106.5749578922987 161.19716513156891 250.84298884868622 579.53847609460354 120.98092512786388 97.035338159650564 30.767758995294571 64.643278658390045 20.939281597733498 73.215840756893158 62.739564225077629 leaf_count=1299042 1614 1700 22456 115 11270 225 303 83 106 364 58571 305 498 96 215 165 1957 5405 153 440 656 1041 2402 504 615 171 359 90 914 253 internal_value=3.69188e-05 -0.000296244 -0.000226062 -0.000518101 -0.00142341 -0.00640037 -0.00905933 -0.0163566 -9.24748e-05 0.00573878 -0.000177727 0.00211373 0.000364535 -0.00445505 0.00316559 0.00175267 0.00383374 -0.00119754 -0.00223376 0.00433739 -0.00261985 0.000767063 -0.00334697 -0.00582248 -0.00280394 -0.00684232 0.0115192 0.00477415 0.00321749 -0.00503588 internal_weight=323659 22980.6 22613.4 17483.6 5591.14 242.734 214.375 76.1904 11892.4 171.361 11721.1 953.009 877.168 196.147 75.6218 681.021 467.504 5348.41 2593.74 143.94 2449.8 432.979 2016.82 700.519 213.517 127.803 111.045 271.782 85.7135 138.185 internal_count=1412088 113046 111432 88976 22940 979 864 308 66036 2423 63613 5042 4737 809 311 3928 2122 21961 10691 593 10098 1787 8311 2906 1806 786 723 1131 1020 556 is_linear=0 shrinkage=0.03 Tree=741 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 0 0 0 1 0 2 0 0 2 0 1 0 1 1 0 0 2 1 0 0 2 0 1 0 0 split_gain=2.87054 7.29299 6.87231 7.04546 6.57121 13.5675 6.56304 7.93002 6.20119 11.1038 5.69682 35.3079 6.13284 7.46205 8.74707 6.75597 12.1731 5.65686 6.8802 7.23535 6.31287 12.2535 6.89109 8.11544 5.52015 5.40975 7.16078 5.37047 5.238 5.07951 threshold=75237.886718750015 1.532000005245209 21.500000000000004 9.5000000000000018 79002.019531250015 10.500000000000002 13.500000000000002 12.500000000000002 -9.4999999999999982 3.5000000000000004 89063.015625000015 8.5000000000000018 4.5000000000000009 83842.167968750015 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 18.500000000000004 99992.636718750015 1.5000000000000002 16.500000000000004 5.5000000000000009 79002.019531250015 2.5000000000000004 4.5000000000000009 2.5000000000000004 17.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 8 5 -5 7 -7 9 -3 11 12 15 -14 -15 25 -17 -6 20 -20 22 -22 -19 -24 -11 28 -27 -23 -10 -8 right_child=1 2 -4 4 17 6 29 -9 10 24 -12 -13 13 14 -16 16 -18 18 19 -21 21 27 23 -25 -26 26 -28 -29 -30 -31 leaf_value=6.0510752733256641e-05 -0.0044827686555471867 -0.0047370537336209259 0.00074626252808867764 0.013303953963248323 -0.0002152030979562347 -0.0099915185138246525 0.00035668563826249156 -0.031822512582449412 -0.014715660778827284 0.019214818954354028 -0.00036909199441141909 0.021702681147066829 -0.0089481543126166217 -0.012586855400400599 0.009717397046347255 -0.02312368337770555 0.004597590240417517 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1041 2402 504 359 615 171 90 914 253 internal_value=3.58122e-05 -0.000287372 -0.000219287 -0.000502582 -0.00138099 -0.00620895 -0.00878728 -0.0158517 -8.96714e-05 0.0055847 -0.000172378 0.00205125 0.00035385 -0.0043175 0.00307012 0.00170127 0.00372353 -0.00116186 -0.00216759 0.0042047 -0.00254237 0.000743767 -0.00324842 -0.00565377 0.0112518 -0.00271648 -0.00661215 0.00462691 0.00313136 -0.00488707 internal_weight=323656 22978.6 22611.6 17482.3 5590.11 242.707 214.38 76.2571 11892.2 170.843 11721.3 952.658 876.914 196.315 75.6403 680.599 466.881 5347.4 2592.8 144.023 2448.78 433.084 2015.7 699.795 110.289 213.718 128.269 272.011 85.4493 138.123 internal_count=1412088 113046 111432 88976 22940 979 864 308 66036 2423 63613 5042 4737 809 311 3928 2122 21961 10691 593 10098 1787 8311 2906 723 1806 786 1131 1020 556 is_linear=0 shrinkage=0.03 Tree=742 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 0 0 0 1 0 2 0 0 2 0 1 0 0 1 1 0 0 2 1 0 2 0 1 0 1 split_gain=2.70092 6.86656 6.46657 6.6314 6.18378 12.7712 6.16185 7.44202 5.8537 10.5258 5.36247 33.2763 5.7685 7.01228 8.22467 6.36104 11.6122 5.33028 5.32606 6.4743 6.79042 5.94492 11.5287 6.49755 7.65192 5.07374 6.63906 5.05428 5.02632 4.99803 threshold=75237.886718750015 1.532000005245209 21.500000000000004 9.5000000000000018 79002.019531250015 10.500000000000002 13.500000000000002 12.500000000000002 -9.4999999999999982 3.5000000000000004 89063.015625000015 8.5000000000000018 4.5000000000000009 83842.167968750015 6.5000000000000009 1.0000000180025095e-35 1.5000000000000002 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 18.500000000000004 99992.636718750015 1.5000000000000002 16.500000000000004 79002.019531250015 2.5000000000000004 4.5000000000000009 25.500000000000004 11.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 8 5 -5 7 -7 9 -3 11 12 15 -14 -15 25 -17 -11 -6 21 -21 23 -23 -20 -25 -10 -27 -24 29 -4 right_child=1 2 28 4 18 6 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45.227924712002277 10769.291144127026 75.630905419588089 120.81484720110893 22.602127000689507 53.051956057548523 14.449936412274836 451.82115167379379 64.322665173560381 1315.5092865228653 37.517139226198196 106.58237951993942 160.94975931942463 251.4010459035635 578.03066313266754 121.04766909778118 97.325382903218269 31.390953734517097 20.826104417443275 4107.5527346143499 13.145505532622336 leaf_count=1299042 1614 1700 4079 115 11270 225 556 83 1020 364 58571 305 498 96 215 165 1957 359 5405 153 440 656 1041 2402 504 615 171 90 18322 55 internal_value=3.47387e-05 -0.000278766 -0.000212715 -0.000487529 -0.00133984 -0.00602375 -0.00852411 -0.0153655 -8.69531e-05 0.00543448 -0.000167189 0.00199066 0.000343475 -0.00418451 0.00297771 0.00165138 0.0036164 0.0109895 -0.00112725 -0.00210338 0.00407628 -0.00246718 0.000721199 -0.00315275 -0.0054899 -0.00263193 -0.00639077 0.00448441 0.000723942 0.00260734 internal_weight=323654 22976.6 22609.8 17481 5589.06 242.662 214.368 76.3088 11891.9 170.335 11721.6 952.279 876.648 196.469 75.6541 680.179 466.271 109.551 5346.39 2591.86 144.1 2447.76 433.177 2014.59 699.078 213.908 128.716 272.227 5128.88 1021.33 internal_count=1412088 113046 111432 88976 22940 979 864 308 66036 2423 63613 5042 4737 809 311 3928 2122 723 21961 10691 593 10098 1787 8311 2906 1806 786 1131 22456 4134 is_linear=0 shrinkage=0.03 Tree=743 num_leaves=31 num_cat=0 split_feature=2 3 0 0 1 0 1 2 0 2 0 0 1 0 2 2 2 1 1 1 0 0 1 1 1 0 1 1 1 2 split_gain=2.54132 6.465 6.0845 6.33846 13.6835 16.5865 29.5808 20.5225 11.2619 7.27468 34.7157 12.4309 9.5205 15.4366 7.21164 7.21132 14.1797 8.64445 7.05162 6.98785 11.077 6.9687 6.94902 6.87888 6.8494 9.97699 6.77514 14.3921 10.8928 6.55115 threshold=75237.886718750015 1.532000005245209 21.500000000000004 4.5000000000000009 1.0000000180025095e-35 5.5000000000000009 3.5000000000000004 99992.636718750015 5.5000000000000009 99992.636718750015 11.500000000000002 18.500000000000004 3.5000000000000004 9.5000000000000018 94085.273437500015 99992.636718750015 89063.015625000015 -2.4999999999999996 -4.4999999999999991 1.0000000180025095e-35 1.5000000000000002 10.500000000000002 2.5000000000000004 1.5000000000000002 1.0000000180025095e-35 1.5000000000000002 -2.4999999999999996 -8.4999999999999982 -1.4999999999999998 83842.167968750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 15 8 6 7 -6 14 10 12 -11 29 -14 -5 16 19 18 -18 -3 -21 -15 24 -9 25 -17 27 -16 -28 -7 right_child=1 2 -4 4 5 9 -8 23 -10 11 -12 -13 13 21 26 22 17 -19 -20 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=5.6934678083042252e-05 -0.004222804682191628 -0.0028864694174885602 0.00070221457287224047 0.023350408400144046 -0.037050049442947187 0.0026892316907711814 0.02080729300251237 -0.0052878066098060086 -0.00033190383097520128 -0.0024071378115879008 -0.0040872361575186242 0.0040947094476767405 -0.027132300748428234 0.018186460872925751 0.018455047798898814 0.0072451577362142262 0.00093294933067165691 -0.0053015549436927611 0.031770891288318337 -0.022590566366225473 0.0043324112139994332 -0.0079560409664083988 -0.015040027711126376 -0.013703946715224813 0.0016416797464168236 -0.0012250623431386922 0.0128635025064963 -0.011262521065007129 0.0024232240921343894 0.010602495376255296 leaf_weight=300677.15539849439 366.52813766151667 229.20617149025202 5128.9248202592134 16.749645426869392 20.372597128152847 136.02467596530914 35.167995095252991 602.88276605308056 4492.9576594792306 3518.6908088177443 584.76667979359627 286.17260386049747 18.786485731601715 20.116648450493813 18.958651848137379 134.83204234694131 20.247516578529034 687.20385405793786 9.9546927139163 14.185757681727408 451.48823022842407 16.875325888395309 24.933216214179993 102.22500006854534 3383.8377018719912 1744.0529876928777 114.14593461155891 64.792308434844017 424.14727786183357 305.89900913834572 leaf_count=1299042 1614 1991 22456 80 82 546 143 2415 18444 14426 2365 1189 76 81 145 11504 158 3179 66 165 1957 68 100 409 14709 10912 501 288 1748 1229 internal_value=3.36971e-05 -0.000270414 -0.000206339 -0.000472928 -0.000923307 -0.00194214 -0.00606308 -0.00736563 0.000198014 -0.00130077 0.000869202 -0.00191812 0.00669269 -0.00498635 0.00392519 0.000251699 -0.00165272 -0.00461118 0.0110972 0.00140164 0.00351226 0.00626054 0.000760353 -0.00650796 0.000835211 -0.000617225 0.00340214 -0.00453537 0.0046371 0.00816678 internal_weight=323652 22975.1 22608.6 17479.7 10779.7 5647.98 760.648 725.48 5131.75 4887.33 1082.47 3804.86 497.702 55.7785 638.794 6699.94 1412.29 717.406 30.2022 694.88 465.674 36.992 5287.66 705.108 5262.72 1878.89 622.044 83.751 538.293 441.924 internal_count=1412088 113046 111432 88976 44235 23029 3049 2906 21206 19980 4365 15615 2000 225 2762 44741 7516 3403 224 4113 2122 149 37225 2824 37125 22416 2682 433 2249 1775 is_linear=0 shrinkage=0.03 Tree=744 num_leaves=31 num_cat=0 split_feature=2 3 0 0 2 0 0 0 1 0 0 1 1 0 0 2 1 0 0 2 2 0 2 2 1 2 2 1 1 0 split_gain=2.39122 6.08679 5.72564 6.06449 5.77188 11.8447 5.80363 6.98836 5.41712 9.84028 5.01379 4.84617 6.08213 6.27891 5.33881 10.3106 6.10335 7.26269 4.81271 7.76748 16.9768 12.1709 13.1432 12.0818 10.4555 8.49123 5.80252 9.03344 8.14922 5.86205 threshold=75237.886718750015 1.532000005245209 21.500000000000004 9.5000000000000018 79002.019531250015 10.500000000000002 13.500000000000002 12.500000000000002 -9.4999999999999982 3.5000000000000004 5.5000000000000009 1.0000000180025095e-35 7.5000000000000009 11.500000000000002 18.500000000000004 99992.636718750015 1.5000000000000002 16.500000000000004 82.500000000000014 799.78054809570324 997.99557495117199 85.500000000000014 955.99880981445324 780.74472045898449 4.5000000000000009 930.90408325195324 911.27563476562511 1.0000000180025095e-35 -1.4999999999999998 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=18 -2 3 8 5 -5 7 -7 9 -3 -11 -6 14 -14 16 -16 -13 -18 -1 23 21 22 24 -20 25 -21 27 -23 -28 -30 right_child=1 2 -4 4 11 6 -8 -9 -10 10 -12 12 13 -15 15 -17 17 -19 19 20 -22 26 -24 -25 -26 -27 28 -29 29 -31 leaf_value=7.3951096379948602e-05 -0.0040984712244767673 -0.0043902009476326446 0.00068120799827169726 0.012455863623990818 -0.00019254511531658407 -0.0093415325360071532 -0.0045352118343299419 -0.029817268004825537 -0.00015275669205337241 0.018408546998905779 0.0052994009058177352 -0.0017995762929839529 0.014531833009053379 0.00027001848847946121 -0.0053591385813529157 0.0042203581486630112 -0.0066718575001729992 0.0014114344954194841 0.0011535744584376087 -0.013168639227584942 -0.00056764166966418947 -0.015276134677669825 -0.02714103861341537 0.015549994412791883 0.012878792807876295 -0.00062273196323510904 0.02499472325450447 0.0014750129155580258 -0.0023173010088582608 0.019324668941101211 leaf_weight=293532.88856178097 366.32112228870392 61.052155657205731 5128.480412225239 28.261691465973854 2754.3587378710508 55.827935576438904 138.02157709002495 20.514014542102814 11718.880273006856 44.440309170633554 64.177884306758642 1314.6628208905458 37.581193670630455 106.56020522117615 160.73781581223011 272.64180047810078 577.03598207235336 121.0179101228714 556.08742789179087 171.00812736153603 6010.262971226126 49.557799682021141 36.250633090734482 57.930073574185371 20.184735104441643 67.802502274513245 14.585006684064863 69.757438391447067 77.403577610850334 13.182535961270331 leaf_count=1268135 1614 1700 22456 115 11270 225 556 83 63613 364 359 5405 153 440 656 1131 2402 504 2483 739 25880 206 165 250 105 299 65 318 340 57 internal_value=3.26879e-05 -0.000262337 -0.00020017 -0.000458821 -0.00127403 -0.00579958 -0.00820637 -0.0148436 -7.57016e-05 0.00524638 0.0106629 -0.00106858 -0.00200013 0.00398842 -0.00235301 0.000667382 -0.00300337 -0.0052705 5.52267e-05 -0.000714122 -0.00101746 -0.0062192 -0.0102223 0.00251182 -0.00785424 -0.00960664 -0.00095431 -0.00548261 0.00418298 0.000832145 internal_weight=323647 22970.6 22604.3 17475.8 5587.22 242.625 214.364 76.342 11888.6 169.67 108.618 5344.6 2590.24 144.141 2446.1 433.38 2012.72 698.054 300677 7144.01 6530 519.732 295.246 614.018 258.995 238.811 224.486 119.315 105.171 90.5861 internal_count=1412088 113046 111432 88976 22940 979 864 308 66036 2423 723 21961 10691 593 10098 1787 8311 2906 1299042 30907 28174 2294 1308 2733 1143 1038 986 524 462 397 is_linear=0 shrinkage=0.03 Tree=745 num_leaves=31 num_cat=0 split_feature=3 1 2 2 1 2 2 2 0 2 1 2 2 1 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 split_gain=1.92182 8.03399 7.05105 27.8254 5.86536 5.40633 15.0781 7.56871 4.27244 3.98983 3.91797 3.86997 7.6887 6.93855 5.10759 2.44217 5.0874 2.40471 5.69451 4.40605 3.29892 2.66649 3.61861 2.0528 10.1021 7.71792 7.18396 5.40287 4.02679 7.87916 threshold=74.000000000000014 -5.4999999999999991 16861.583007812504 17792.297851562504 -1.4999999999999998 28435.229492187504 29513.294921875004 24919.096679687504 98.500000000000014 13515.104003906252 -3.4999999999999996 10057.160644531252 4432.1855468750009 1.0000000180025095e-35 11541.221191406252 22629.428710937504 1.0000000180025095e-35 13771.215820312502 15706.645507812502 16079.829101562502 -1.0000000180025095e-35 13515.104003906252 13196.084960937502 1.0000000180025095e-35 50102.638671875007 71819.058593750015 89063.015625000015 32666.960937500004 37758.167968750007 45446.361328125007 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 15 11 -3 -8 12 13 -6 -13 16 -5 21 20 -20 -19 22 -16 24 27 -25 -27 -12 -29 -30 right_child=1 2 3 5 8 6 10 -9 -10 -11 23 14 -14 -15 17 -17 -18 18 19 -21 -22 -23 -24 25 -26 26 -28 28 29 -31 leaf_value=-2.0963231732182877e-05 0.027528208116379443 -0.0053909799848325911 0.047845173564880709 0.019860599827341698 -0.013926234638276035 0.038885926473759616 0.030391961068610338 -0.020994889698858408 0.015531990523826745 -0.037850529896162347 0.024583770223245583 -0.028588743279617898 0.02951709234454317 0.011593515439659866 -0.0093903446307164965 0.016541959435605241 -0.017210414804046593 0.018392874269858313 -0.037279779207229573 -0.0050831655631465968 0.00019358527475293552 -0.011494597455850466 0.030703018311516856 0.0081157326243230399 0.00758527838241288 -0.020787036121790503 -0.0015233683295577619 -0.037305847681606975 0.019589301789155918 -0.014222058242250596 leaf_weight=322868.72090702591 10.583545316709204 6.4702670089900476 12.254035722464321 5.2526594959199437 20.058657329529524 10.332502698525785 4.3734257938340297 20.982648633420467 11.56200151145458 7.2011901512742043 4.2112285420298567 8.4351374395191652 8.6918941754847747 18.370203942060471 5.0233416557311994 8.6254688650369626 9.1104059964418411 13.444124296307555 5.1265776306390789 15.071147657930849 26.900260262191303 49.074530906975269 3.3954333290457726 59.764804929494858 156.83457393199205 21.581040017306805 90.43485667463392 4.6756456270813933 7.6249801218509665 33.260061509907246 leaf_count=1392872 1632 135 181 147 289 53 456 350 79 95 91 143 282 74 73 118 99 275 94 246 434 829 60 589 10335 251 654 53 181 267 internal_value=-1.76606e-05 0.0016011 0.00117773 0.00325921 -0.00352613 0.00200914 0.00312507 -0.00796702 -0.00212598 -0.0224885 0.00215972 -0.00330208 0.00403629 -0.00172699 -0.00603624 0.0039241 -0.00365332 -0.00442457 -0.000251779 -0.0132553 0.00625821 -0.00881864 0.00677998 0.00183341 0.00384825 -0.000589917 -0.00523472 -0.00792735 -0.0109324 -0.00791631 internal_weight=323527 658.727 648.143 449.318 198.825 437.064 393.093 43.9712 185.153 13.6715 382.761 173.591 47.1208 38.4289 126.471 22.9885 14.3631 118.035 60.5421 20.1977 40.3444 57.4933 8.41877 378.387 206.606 171.781 112.016 49.7719 45.5607 40.885 internal_count=1411437 18565 16933 13825 3108 13644 12930 714 2878 230 12877 2799 645 363 2154 364 246 2011 1049 340 709 962 133 12421 10927 1494 905 592 501 448 is_linear=0 shrinkage=0.03 Tree=746 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 2 2 2 2 2 0 1 2 1 2 1 2 1 2 1 2 2 2 2 1 2 2 2 1 2 split_gain=1.82308 7.83376 7.32512 26.4867 7.42903 5.78629 6.91331 5.14426 14.1803 7.14289 4.89334 6.78061 3.97194 3.7882 2.29371 4.86437 2.20368 5.00238 3.8761 2.91822 5.95392 5.21272 3.52037 7.61753 1.90411 2.2671 5.39044 4.23862 3.17519 2.52339 threshold=1.5000000000000002 -5.4999999999999991 16861.583007812504 17792.297851562504 -3.4999999999999996 10057.160644531252 4432.1855468750009 28435.229492187504 29513.294921875004 24919.096679687504 1.0000000180025095e-35 1.0000000180025095e-35 11541.221191406252 -3.4999999999999996 22629.428710937504 -1.0000000180025095e-35 99992.636718750015 1.0000000180025095e-35 75237.886718750015 1.0000000180025095e-35 50102.638671875007 32666.960937500004 37758.167968750007 45446.361328125007 -1.4999999999999998 13771.215820312502 15706.645507812502 16079.829101562502 -1.0000000180025095e-35 13515.104003906252 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 -9 14 -6 -12 -7 -10 15 -5 18 -18 19 20 21 -15 -23 -24 -14 29 28 -28 -27 -26 right_child=-2 2 3 7 5 12 -8 8 13 -11 11 -13 24 16 -16 -17 17 -19 -20 -21 -22 22 23 -25 25 26 27 -29 -30 -31 leaf_value=0.027455850089825592 -2.0299588170000751e-05 -0.056796849166472901 0.047113304738223734 0.019625111899442702 0.030035869541397607 -0.026263328404614022 0.029413949629835571 0.037928665523737998 0.030380384061983519 -0.020534526390006989 -0.012702274311809057 0.011235006710881689 -0.021569763195083039 0.024384307530333472 0.016020220183985637 -0.016924911992984164 0.0077268067876952859 -0.0018047213857072754 -0.010311459389509356 0.0058944248083302123 0.014236114210069538 -0.035106171334716323 0.019349504380581348 -0.014130509018169627 0.0065429951654766942 0.018139848853649547 -0.03670978989616154 -0.0049444356055708145 0.000187743670528977 -0.011201025333865924 leaf_weight=10.361336306144947 322885.21869765781 2.3458309406414619 12.073789592832325 5.1576634719967833 4.5577507379930458 8.5803874339908344 8.7675554752349836 10.276327146217225 4.24576432397589 20.605921030044556 25.310607977211475 18.38743782043457 6.0490868352353564 4.1196946091949931 8.6389821637421829 8.9880342707037943 124.421600908041 82.358024194836617 30.846687896177173 66.798590790480375 13.958130145445464 4.8173029571771613 7.4899478238075963 33.348285906016827 8.4626178387552482 13.226025126874442 5.0511527732014683 15.029827900230883 26.904771804809574 48.853342462331057 leaf_count=1691 1389292 54 181 147 3821 151 293 53 456 347 384 74 82 91 118 99 9800 417 397 654 324 53 181 266 133 275 94 246 434 829 internal_value=-1.7129e-05 0.0015824 0.00115665 0.00329598 -0.00373737 -0.00307944 0.0049079 0.0020543 0.0031643 -0.00773523 0.000455421 -0.00262985 -0.00652583 0.00220499 0.00384014 -0.00359841 0.00188006 0.00393051 -0.000747238 0.00151293 -0.00307928 -0.00793492 -0.0108512 -0.0079901 -0.00515538 -0.00431054 -0.000245325 -0.0129347 0.00610427 -0.00858115 internal_weight=323525 640.032 629.671 438.145 191.526 189.181 57.0234 426.071 382.68 43.3906 48.2558 43.698 132.157 372.404 22.7847 14.1457 368.158 206.78 161.379 130.532 63.7334 49.7752 45.6555 40.8382 123.577 117.528 60.2118 20.081 40.1308 57.316 internal_count=1411437 22145 20454 13584 6870 6816 4572 13403 12692 711 4279 458 2244 12639 364 246 12183 10217 1966 1569 915 591 500 447 2093 2011 1049 340 709 962 is_linear=0 shrinkage=0.03 Tree=747 num_leaves=31 num_cat=0 split_feature=3 1 2 2 1 2 2 2 0 1 2 2 1 2 2 2 1 2 2 2 1 2 2 1 2 2 2 2 2 2 split_gain=1.7326 7.5495 6.2252 25.4805 4.90928 4.85598 13.5196 6.86685 3.96924 3.71502 3.46046 7.19958 6.0617 4.72721 3.33855 2.15416 4.65028 2.14119 5.1012 4.07138 3.05508 2.38519 3.39987 1.8871 9.02756 6.96411 6.88525 3.81367 3.84116 11.9208 threshold=74.000000000000014 -5.4999999999999991 16861.583007812504 17792.297851562504 -1.4999999999999998 28435.229492187504 29513.294921875004 24919.096679687504 98.500000000000014 -3.4999999999999996 10057.160644531252 4432.1855468750009 1.0000000180025095e-35 11541.221191406252 13515.104003906252 22629.428710937504 1.0000000180025095e-35 13771.215820312502 15706.645507812502 16079.829101562502 -1.0000000180025095e-35 13515.104003906252 13196.084960937502 1.0000000180025095e-35 50102.638671875007 71819.058593750015 89063.015625000015 45446.361328125007 33836.650390625007 32666.960937500004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 14 7 -7 15 10 -8 11 12 -6 -12 -3 16 -5 21 20 -20 -19 22 -15 24 27 -25 -27 28 29 -11 right_child=1 2 3 5 8 6 9 -9 -10 23 13 -13 -14 17 -16 -17 -18 18 19 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-1.9737777338404157e-05 0.027352590522897447 -0.0046664355746149798 0.046416994972919678 0.019388737199175152 -0.012825432491232256 0.037015563003810467 0.030369151605710704 -0.020219744639180491 0.0149702197677415 0.024183528380699034 -0.027779589576017595 0.029209204786145852 0.010888608128852183 -0.0092823055664947151 -0.03383123823289156 0.015513825709987427 -0.016641254921079703 0.017886836289364653 -0.036114386731259544 -0.004809085070886703 0.00018208202291712384 -0.010913008339480603 0.029546255593210235 0.0076229376486025742 0.0072640437332652267 -0.020445095952182624 -0.0014238242915237428 -0.01310567359336327 0.018055785679768361 -0.051235108536167966 leaf_weight=322868.84199111536 10.030081624863667 6.5922979786992055 11.890045154839752 5.0653317011892804 20.516671434044838 10.214857436716555 4.1217841100879005 20.512889824807644 11.635330609977244 4.0306320041418102 8.1885461211204511 8.270294997841118 18.402982383966446 5.0355263575911504 7.6107336394488811 8.6531259529292566 8.8688236251473427 13.013949777930966 4.9814703986048725 14.989867947995661 26.909149326384075 48.641667447984219 3.3998793940991163 60.323304066434503 154.73258586600423 21.136939998716116 90.280796392820776 33.921056441962719 8.7667359299957734 3.5453278496861458 leaf_count=1392872 1632 135 181 147 289 53 456 350 79 91 143 282 74 73 95 118 99 275 94 246 434 829 60 589 10335 251 654 267 195 39 internal_value=-1.66125e-05 0.00152562 0.00112353 0.0030892 -0.00330062 0.00190265 0.00295591 -0.00765427 -0.00198875 0.00204241 -0.00313365 0.00378929 -0.00161236 -0.00574385 -0.0202945 0.00375721 -0.00354366 -0.00420125 -0.000238958 -0.0126176 0.0059534 -0.00835913 0.0063675 0.0017325 0.0036759 -0.000587221 -0.00503233 -0.00736989 0.00453536 -0.0111102 internal_weight=323523 654.283 644.253 446.064 198.188 434.174 391.074 43.1002 183.985 380.859 172.35 47.1899 38.9197 125.16 14.203 22.5873 13.9342 116.972 59.8944 19.9713 39.9231 57.0771 8.43541 376.737 204.996 171.741 111.418 50.2638 16.3427 7.57596 internal_count=1411437 18565 16933 13825 3108 13644 12930 714 2878 12877 2799 645 363 2154 230 364 246 2011 1049 340 709 962 133 12421 10927 1494 905 592 325 130 is_linear=0 shrinkage=0.03 Tree=748 num_leaves=31 num_cat=0 split_feature=0 1 2 2 1 0 2 2 2 1 2 2 1 2 2 1 2 1 2 1 2 2 2 2 2 2 2 2 0 2 split_gain=1.6467 7.36085 6.48629 24.2814 6.27627 5.45246 4.61766 12.7283 6.47101 3.59186 3.17327 7.77947 5.93522 3.65039 2.02302 4.44482 1.97212 4.52705 3.56706 2.55796 5.40352 3.73781 3.64955 10.8842 1.80648 8.3968 1.97522 1.65797 12.9943 27.438 threshold=1.5000000000000002 -5.4999999999999991 16861.583007812504 17792.297851562504 -3.4999999999999996 1.0000000180025095e-35 28435.229492187504 29513.294921875004 24919.096679687504 -3.4999999999999996 10057.160644531252 4432.1855468750009 1.0000000180025095e-35 11541.221191406252 22629.428710937504 1.0000000180025095e-35 99992.636718750015 1.0000000180025095e-35 75237.886718750015 1.0000000180025095e-35 50102.638671875007 45446.361328125007 33836.650390625007 32666.960937500004 40737.804687500007 45446.361328125007 54479.306640625007 1896.9642333984377 6.5000000000000009 1748.5217285156252 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -9 11 12 -7 -12 15 -5 18 -18 19 20 21 22 23 -11 -21 -26 -27 28 29 -2 right_child=27 2 3 6 5 10 7 9 -10 16 13 -13 -14 -15 -16 -17 17 -19 -20 24 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.027278381325582732 0.0020685106980746744 -0.050610993864021923 0.045754333016491358 0.019151531199717912 0.030034810591424904 -0.011735939374752079 0.036142912722663144 0.030358251785269654 -0.019754342442019859 0.023981395943069327 -0.025357663257615112 0.029108801412513645 0.010553811562699472 -0.0048625218021361646 0.015022534852364062 -0.016359478459103169 0.0073874758962082891 -0.0017104683920671365 -0.0099356229464373537 0.012900642291370177 0.013866011170280867 -0.013056128546708215 0.01780306784213935 -0.047689822481304808 -0.032036043437292057 0.014538404838962448 0.0012286898107726123 -7.0117630296198568e-05 5.3826838240617749e-05 0.024335373854204905 leaf_weight=9.8223216335172747 300.14783756807446 2.5123933833092442 11.703210893552749 4.9755939003080139 4.4232898416230446 25.831458549946547 10.148645980283616 4.0013815052807322 20.158363990485668 3.9439818449318436 8.353229580447076 8.352393086999653 18.41695562005043 122.82661473564804 8.6678051110357028 8.7527077198028564 122.61734803393483 82.236097320914268 30.512720629572868 20.736615516245365 13.687710419297217 33.985563643276691 8.6265836562961322 3.6922661885619164 5.6470242515206328 17.697286639362574 23.177860781550407 206596.67707350571 115928.98291001469 59.714085683226585 leaf_count=1691 1649 54 181 147 3821 384 53 456 347 91 151 293 74 2093 118 99 9800 417 397 133 324 266 195 39 95 225 201 889193 498080 370 internal_value=-1.61123e-05 0.00150949 0.00110496 0.00312754 -0.00350797 -0.00287917 0.00194892 0.00299653 -0.00742348 0.00208875 -0.00367136 0.00255397 -0.00245856 -0.00616761 0.00367532 -0.00348911 0.00178016 0.00373521 -0.000696531 0.00145226 -0.00284421 -0.00739609 0.00443209 -0.010673 0.00553647 0.00225399 0.00699126 -1.9115e-05 7.14954e-05 0.00576339 internal_weight=323521 635.507 625.685 434.969 190.716 188.204 423.266 380.711 42.5545 370.562 183.781 52.6008 44.2484 131.18 22.3961 13.7283 366.561 204.853 161.708 131.195 63.9361 50.2484 16.2628 7.63625 67.2588 46.5222 40.8751 322886 116289 359.862 internal_count=1411437 22145 20454 13584 6870 6816 13403 12692 711 12639 2995 751 458 2244 364 246 12183 10217 1966 1569 915 591 325 130 654 521 426 1389292 500099 2019 is_linear=0 shrinkage=0.03 Tree=749 num_leaves=31 num_cat=0 split_feature=3 1 2 2 2 2 2 1 0 1 2 2 1 2 2 2 2 2 1 2 2 2 1 1 2 2 1 2 2 2 split_gain=1.56116 7.09106 5.49138 23.3858 4.3591 12.1512 6.22065 4.2609 3.68002 3.52132 3.06968 6.73422 5.30254 4.37883 2.93571 2.01996 4.83625 3.90955 2.917 2.26161 3.19267 1.89981 4.24766 1.76291 1.6428 2.3576 5.94065 3.22758 2.76528 2.12888 threshold=74.000000000000014 -5.4999999999999991 16861.583007812504 17792.297851562504 28435.229492187504 29513.294921875004 24919.096679687504 -1.4999999999999998 98.500000000000014 -3.4999999999999996 10057.160644531252 4432.1855468750009 1.0000000180025095e-35 11541.221191406252 13515.104003906252 13771.215820312502 15706.645507812502 16079.829101562502 -1.0000000180025095e-35 13515.104003906252 13196.084960937502 22629.428710937504 1.0000000180025095e-35 3.5000000000000004 31594.402343750004 99992.636718750015 1.0000000180025095e-35 75237.886718750015 61458.453125000007 56232.490234375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 7 -4 6 -6 21 14 10 -7 11 12 -9 -12 -3 19 18 -18 -17 20 -15 22 -5 24 -11 27 -27 28 29 -26 right_child=1 2 3 4 5 9 -8 8 -10 23 13 -13 -14 15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-1.8583833717453966e-05 0.027170343320719409 -0.0040505403054002052 0.045123481520794345 0.018913551098073755 0.035307393181264579 0.030347670975952847 -0.019445746291997613 -0.011832975857543783 0.014434588366853107 0.013881247123760185 -0.026944974856283336 0.028884045198118581 0.010230132588459416 -0.0087496080811381039 -0.031029985964214479 0.017703005144331554 -0.035409296062605691 -0.0045431790192273563 0.00032352044928349435 -0.010504159394977336 0.028774322267749741 0.014546081642071957 -0.016079619489410536 -0.031423844775842875 -0.00066907402704130059 0.0077134149610706164 -0.002525539182090883 -0.010053935899452139 0.0090047257053930702 -0.021808300868958748 leaf_weight=322869.32000370056 9.5082160957972501 6.6993753500282747 11.513693179003893 4.8883816003799447 10.078208498656748 3.8844561562873414 20.081796362996101 20.946525439620018 11.705681800842283 9.8067359663546068 7.9644349031150332 7.8745462391525498 18.429472208023071 5.096410967409609 7.9223452806472778 12.863517303019757 4.9089963622391251 14.912365883588789 26.800214521586899 48.349974136799574 3.4035463016480207 8.6829337626695615 8.6396212130784988 1.4460128862410773 89.498891370370984 123.88983378373086 86.68241748586297 30.910039853304625 28.36963458545506 4.5033476762473574 leaf_count=1392872 1632 135 181 147 53 456 350 289 79 70 143 282 74 73 95 275 94 246 434 829 60 118 99 115 1069 9809 512 408 374 64 internal_value=-1.56263e-05 0.00145284 0.00107122 0.00292763 0.00180136 0.00279566 -0.00734566 -0.00308367 -0.00184018 0.0019311 -0.00295068 0.00355816 -0.0015066 -0.00542492 -0.0186686 -0.00395163 -8.70861e-05 -0.0121875 0.00595994 -0.00799531 0.0062757 0.00359451 -0.00343474 0.00163683 0.00176477 0.0014382 0.00349853 -0.0013922 0.000795681 -0.00168179 internal_weight=323520 650.262 640.753 442.876 431.362 389.07 42.2927 197.877 183.256 378.991 171.55 47.2505 39.376 124.299 14.6217 116.335 59.4851 19.8214 39.6637 56.8499 8.49996 22.2109 13.528 375.107 373.661 363.854 210.572 153.282 122.372 94.0022 internal_count=1411437 18565 16933 13825 13644 12930 714 3108 2878 12877 2799 645 363 2154 230 2011 1049 340 709 962 133 364 246 12421 12306 12236 10321 1915 1507 1133 is_linear=0 shrinkage=0.03 Tree=750 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 2 2 2 2 3 1 0 2 1 0 0 1 2 1 1 1 2 2 2 1 2 0 0 3 1 split_gain=2.34729 4.85262 11.9526 13.4932 8.99751 5.54848 4.54503 10.2256 5.53126 10.8791 4.31408 4.09899 2.9769 2.88611 2.68479 3.41861 2.53856 3.08689 3.88761 2.39491 2.14884 2.0918 2.02874 1.69726 1.58885 1.56189 8.62117 11.0404 5.80189 4.57979 threshold=-36.499999999999993 24919.096679687504 8.545499801635744 9.5555000305175799 3232.175903320313 6088.5393066406259 14993.919433593752 16861.583007812504 8542.7006835937518 3.2575000524520878 -45.499999999999993 7.5000000000000009 94085.273437500015 -49.499999999999993 37.500000000000007 49.500000000000007 -40.499999999999993 35052.082031250007 -44.499999999999993 -40.499999999999993 -35.499999999999993 89063.015625000015 54479.306640625007 37758.167968750007 -54.499999999999993 65.776599884033217 25.500000000000004 10.500000000000002 1.8989999890327456 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 14 -5 8 -8 9 -6 -7 16 19 -10 -1 -16 17 -3 21 23 -2 22 -19 -13 -23 26 27 -22 -28 -30 right_child=20 11 3 5 6 10 7 -9 13 -11 -12 12 -14 -15 15 -17 -18 18 -20 -21 25 24 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.021100890872970977 0.0090105631951039843 -0.021556299423109774 -0.043768341183265516 0.011498227718244424 0.012068836176088874 -0.0041330289487314202 -0.039216179161087189 0.0082594122002168785 0.0029839659026663417 -0.023713059501764201 -0.036232981146821282 0.01393734009437699 -0.0048370750370550341 0.025523523478206574 0.0063879270674763837 -0.013784073038591301 0.010909004121024768 0.007256122061636003 -0.021525165042283394 0.00408657695057809 0.0033190680135171818 0.030856097954177326 -0.02207592615026931 0.035447191018083656 0.0046736831887392999 -2.0191652151539504e-05 0.00080888237082892553 -0.032091844103274529 0.026238112374938016 0.0059972131212054636 leaf_weight=16.957547515630722 23.735896495636553 8.6586331427097303 14.11123366653919 9.1810643598437327 25.036208985606208 8.7350837672129256 6.2995738834142712 11.604759901762007 7.0406945869326618 11.010414145886896 6.626684366259723 5.9136539883911645 6.4447564259171477 18.673013105988503 11.947087138891218 20.596989527344704 10.237196608679367 5.8608371689915657 5.9643378148321089 6.8027685582637796 15.906790509819986 4.0527059971354893 3.3268112801015377 7.4744738228619099 4.2983441854594284 321774.12870193517 977.15339974313974 15.790264822542666 11.174907207489012 100.90507504343987 leaf_count=104 158 96 86 97 195 103 51 94 93 83 50 60 56 156 72 86 137 80 87 39 144 498 73 66 136 1402161 4165 99 56 431 internal_value=-1.78236e-05 -0.00300324 -0.00575733 -0.0203928 -0.00137754 -0.00695278 0.0048639 -0.0084447 0.00872206 0.00113928 -0.0179801 0.00369187 0.0129149 0.0193519 -0.0114221 -0.00637883 -0.00210217 -0.00624368 -0.000602435 0.0185811 -1.56338e-05 0.0065127 -0.0033649 0.0259461 0.0173798 -1.62974e-05 0.0011016 -0.0143213 0.00155041 0.00801533 internal_weight=323156 236.855 167.82 38.6541 129.166 24.5428 79.6647 17.9043 61.7603 36.0466 15.3618 69.0345 26.6357 25.7137 49.5016 32.5441 42.3989 32.1617 23.503 20.1909 322919 17.5387 9.18765 13.3881 8.35105 322895 1120.93 31.6971 1089.23 112.08 internal_count=1409812 2598 1270 336 934 250 672 145 527 278 153 1328 221 249 262 158 1107 970 874 165 1407214 787 153 126 634 1407056 4895 243 4652 487 is_linear=0 shrinkage=0.03 Tree=751 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 2 2 2 2 3 2 2 1 0 1 1 2 1 1 0 2 0 0 1 1 2 0 2 1 0 split_gain=2.20102 4.55891 11.0784 12.2796 8.44923 5.17289 4.29175 9.37714 5.31555 10.1645 4.06288 6.48169 3.90468 2.98874 2.81023 2.79846 2.93704 3.07596 9.34647 2.83092 2.55836 2.46145 3.21037 2.03211 1.55849 6.26269 4.94503 4.55249 5.10165 9.75547 threshold=-36.499999999999993 24919.096679687504 8.545499801635744 9.5555000305175799 3232.175903320313 6088.5393066406259 14993.919433593752 16861.583007812504 8542.7006835937518 3.2575000524520878 29513.294921875004 35052.082031250007 -45.499999999999993 8.5000000000000018 -49.499999999999993 -54.499999999999993 89063.015625000015 -44.499999999999993 -40.499999999999993 4.5000000000000009 89063.015625000015 37.500000000000007 49.500000000000007 -35.499999999999993 50.500000000000007 20654.361328125004 72.500000000000014 1266.0092773437502 58.500000000000007 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 2 4 -4 21 -5 8 -8 9 -6 -3 -12 -7 15 -10 20 19 -18 -19 -17 -13 -1 -23 -2 -25 27 -27 -26 29 -29 right_child=23 10 3 5 6 12 7 -9 14 -11 11 13 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31 leaf_value=-0.020231183528782903 0.0087841031393433733 0.023188686922013511 -0.041574224182708716 0.011251596330184162 0.011803580439221169 -0.0039958302088406407 -0.037086192969745538 0.0080553939606486744 0.0029017300325949263 -0.022640016917722428 -0.023908272596240062 -0.00032085963669317106 -0.034308836097367804 0.014462122370056788 0.025218706763341509 0.016409679605956323 0.0045516687100863084 -0.066085050215179686 -0.00080472186453171336 -0.014152603273900005 0.030884710199811722 0.0062183256838736836 -0.013344401535291197 -1.3677316567576984e-05 0.013090762031794 0.018598282988071417 0.0010669707195589582 -0.0010024869737037614 -0.0011043194434928803 -0.018334406218568224 leaf_weight=17.152873933315277 23.619185424176976 8.3669228628277761 14.405631005764006 9.1020533274859208 24.833973013679497 8.7635165359824878 6.4590134769678142 11.542667597532271 7.0232901200652149 11.183576308190821 8.2032929062843305 5.4877834566868788 6.7858612728305152 18.512424785643816 18.336862534284592 7.2266722172498739 4.2814209555508578 3.2797080108430237 4.9577127234078926 4.3815310262143612 4.1545601897523738 11.905391588807104 20.636730924248695 322557.64191394439 12.898720830678938 19.293248996138573 58.048402536660433 57.982427328824997 130.10526915639639 58.936947554349899 leaf_count=104 158 89 86 97 195 103 51 94 93 83 81 98 50 145 156 98 136 53 79 47 502 72 86 1405373 54 85 494 239 567 244 internal_value=-1.72859e-05 -0.0029074 -0.00557013 -0.0195694 -0.00133404 -0.00671036 0.00473908 -0.00814143 0.00851686 0.00110872 0.00359478 0.000884344 -0.0172246 0.00477444 0.0190382 -0.000536366 -0.00599594 -0.0160751 -0.0267959 0.00487391 0.0131246 -0.0110348 -0.00618746 -1.51649e-05 -1.58085e-05 -0.00205407 0.00544024 -0.00428405 -0.0051913 -0.00973919 internal_weight=323156 236.983 168.131 39.0571 129.074 24.6514 79.3794 18.0017 61.3777 36.0175 68.852 60.4851 15.5494 52.2818 25.3602 33.7694 24.127 12.5188 8.23742 11.6082 9.64234 49.695 32.5421 322919 322895 337.265 77.3417 259.923 247.025 116.919 internal_count=1409812 2598 1270 336 934 250 672 145 527 278 1328 1239 153 1158 249 1013 413 268 132 145 600 262 158 1407214 1407056 1683 579 1104 1050 483 is_linear=0 shrinkage=0.03 Tree=752 num_leaves=31 num_cat=0 split_feature=1 2 2 0 2 2 2 1 0 1 1 1 1 1 2 0 2 2 2 2 2 2 0 0 0 3 1 0 1 1 split_gain=2.06983 4.56791 5.43352 3.46293 7.87346 10.1901 5.3819 4.91596 2.98905 15.0141 1.9616 1.86064 1.65742 2.33359 2.17031 1.51835 4.61454 9.89849 8.40867 3.99319 1.68432 1.4828 8.15465 10.5348 5.53194 3.87817 3.74923 3.39835 4.68507 5.22533 threshold=-42.499999999999993 35052.082031250007 29513.294921875004 23.500000000000004 8374.6435546875018 2272.6494140625005 3118.6667480468755 -46.499999999999993 3.5000000000000004 -44.499999999999993 -69.499999999999986 -41.499999999999993 -48.499999999999993 -54.499999999999993 89063.015625000015 97.500000000000014 58311.849609375007 4814.8464355468759 89063.015625000015 8374.6435546875018 23400.180664062504 65.776599884033217 25.500000000000004 10.500000000000002 54.500000000000007 1.0205000042915346 -1.0000000180025095e-35 56.500000000000007 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 4 5 -1 -5 10 9 12 -6 -2 13 14 -3 21 17 -17 -18 -19 -21 22 23 26 25 -24 -13 -26 29 -29 right_child=11 8 -4 6 7 -7 -8 -9 -10 -11 -12 15 -14 -15 -16 16 18 19 -20 20 -22 -23 24 -25 27 -27 -28 28 -30 -31 leaf_value=-0.00050899520501777309 0.011125128141462161 -0.013280028203328811 -0.034759196790655401 -0.0086911892690713019 -0.010146715687981421 -0.047219409691634052 0.020152797110792507 -0.019405410350268 0.012204008248807787 -0.11872885985798244 0.0080817730761155119 0.020385136935113089 0.032192865923248083 -0.036694066515815603 0.030539675308389216 -0.0088024484794049489 -0.036548119755822249 0.032229095095714123 -0.0044867122711259779 -0.00086188795243766453 0.017509276241767426 -1.822634554822165e-05 -0.0050216416137871126 -0.031460012576572272 0.016593317566805675 0.0012423937092908811 -0.0091348310122512551 0.014296769966074437 0.014410095376547876 -0.0011831363588041329 leaf_weight=7.5639856494963196 13.492153130238874 1.9818662032485015 6.0861053355038157 12.880998700857164 6.8572451472282401 9.460676175542174 10.623557582497595 11.020764116197823 21.148215688765049 0.98931892635300744 23.595439129509035 6.658786252140998 1.6682667592540381 1.3196307665202773 2.0899798029568046 28.736402902752161 8.1642889790236932 9.4151767939329165 74.93277183920145 9.195096470415594 8.7805938310921174 321764.66209641972 99.971386507153511 15.626467011868952 24.836081996560097 807.08661175519228 9.2527305409312266 24.520320117473602 34.56253208220005 98.311233818531036 leaf_count=76 104 48 63 83 79 80 101 97 279 31 277 69 64 63 448 167 70 42 555 58 46 1402085 423 99 110 3439 75 122 141 418 internal_value=-1.6764e-05 -0.00400138 -0.00740992 -0.0053801 -0.00928792 -0.0264662 0.00434568 -0.00223632 0.00628223 -0.00927673 0.00397714 -1.53173e-05 0.00606137 -0.00202441 0.00921156 -1.57826e-05 -0.00314803 0.00349756 -0.00763675 0.0164018 0.00811188 -1.4432e-05 0.00107485 -0.0139638 0.00151026 0.000552003 0.00321894 0.00628001 0.00465262 0.00190705 internal_weight=323155 117.286 88.0888 82.0027 58.4981 17.0247 23.5046 41.4734 29.1973 8.04906 30.4527 323038 7.05974 5.39148 4.07185 323025 139.224 56.1273 83.0971 27.3909 17.9757 322885 1120.83 31.538 1089.29 907.058 15.9115 182.23 157.394 122.832 internal_count=1409812 1789 856 793 609 156 184 453 933 654 356 1408023 623 559 496 1407919 938 313 625 146 104 1406981 4896 243 4653 3862 144 791 681 540 is_linear=0 shrinkage=0.03 Tree=753 num_leaves=31 num_cat=0 split_feature=1 2 3 3 2 2 2 2 2 3 2 2 1 0 1 1 2 3 1 1 2 2 0 0 3 1 1 2 0 2 split_gain=1.99837 4.21882 10.0337 11.3632 7.87203 4.89448 4.04132 8.56713 5.10928 9.16204 3.89378 5.55713 3.51797 2.81984 2.75577 2.57247 2.6551 2.71784 2.69087 7.80244 2.4904 2.2698 2.22352 3.05512 1.94524 1.92154 1.46317 5.91008 4.67645 4.27894 threshold=-36.499999999999993 24919.096679687504 8.545499801635744 9.5555000305175799 3232.175903320313 6088.5393066406259 14993.919433593752 16861.583007812504 8542.7006835937518 2.7749999761581425 29513.294921875004 35052.082031250007 -48.499999999999993 8.5000000000000018 -49.499999999999993 -54.499999999999993 89063.015625000015 21.500000000000004 -44.499999999999993 -40.499999999999993 89063.015625000015 4611.3833007812509 37.500000000000007 49.500000000000007 3.653500080108643 -35.499999999999993 50.500000000000007 20654.361328125004 72.500000000000014 1266.0092773437502 decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -5 8 -8 9 21 -3 -12 -7 15 -10 20 17 -17 -18 -20 -13 -6 -1 -24 -11 -2 -27 29 -29 -28 right_child=25 10 3 5 6 12 7 -9 14 24 11 13 -14 -15 -16 16 18 -19 19 -21 -22 -23 23 -25 -26 26 27 28 -30 -31 leaf_value=-0.019256076293770425 0.0085629263320491904 0.022891194264462733 -0.039447305663601377 0.011316302216489871 0.0067288560238423431 -0.0004573240897809335 -0.035002040581894552 0.0078493573188477897 0.0027366053861843445 -0.0066474667898371136 -0.021603872561715809 -0.00040014338977864268 -0.028959575637349924 0.014042401838699342 0.024928890977425528 -0.013865242420582409 0.0042687473166959809 0.016114097427491012 -0.059237825413482152 -0.00077957765983843177 0.030845865171744639 0.027622675075389215 0.0061474059552715805 -0.012936652390819127 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threshold=-42.499999999999993 35052.082031250007 29513.294921875004 23.500000000000004 8374.6435546875018 2272.6494140625005 3118.6667480468755 -46.499999999999993 3.5000000000000004 -44.499999999999993 -69.499999999999986 -41.499999999999993 -48.499999999999993 -49.499999999999993 97.500000000000014 58311.849609375007 4814.8464355468759 89063.015625000015 8374.6435546875018 23400.180664062504 65.776599884033217 25.500000000000004 10.500000000000002 1.8989999890327456 -2.4999999999999996 1.0205000042915346 -7.4999999999999991 1.8174999952316286 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 2 3 4 5 -1 -5 10 9 12 -6 -2 13 -3 20 16 -16 -17 -18 -20 21 22 29 25 -25 -23 -27 -28 -26 -13 right_child=11 8 -4 6 7 -7 -8 -9 -10 -11 -12 14 -14 -15 15 17 18 -19 19 -21 -22 23 -24 24 28 26 27 -29 -30 -31 leaf_value=-0.00020726850514551164 0.010898259567394708 0.0066306474824293785 -0.031660051608645198 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321764.65692258131 99.937508121132851 15.464594714343546 11.003353483974932 80.067983448505402 19.733493521809578 838.39869822561741 19.084473580121994 20.832516312599182 9.1926625818014163 leaf_count=76 104 533 63 83 79 80 101 97 279 31 277 69 64 26 167 70 42 555 58 46 1402085 423 99 56 345 109 3553 81 86 75 internal_value=-1.57683e-05 -0.00380486 -0.00699289 -0.00509233 -0.00879491 -0.0247463 0.00424751 -0.00209997 0.00598865 -0.00908648 0.00390876 -1.43882e-05 0.00562119 -0.00237811 -1.48406e-05 -0.00306102 0.00339256 -0.00743292 0.0158767 0.00786065 -1.35294e-05 0.00104347 -0.0136877 0.00146566 0.00769034 0.000752807 0.00139357 0.00106712 0.00574027 0.00315682 internal_weight=323155 117.658 88.7632 82.4134 59.0172 17.4473 23.3961 41.5699 28.8946 8.06846 30.3711 323037 6.9398 5.32992 323024 138.975 56.1255 82.8497 27.4469 17.9939 322885 1120.27 31.2119 1089.06 111.904 977.154 877.217 857.483 100.9 15.7473 internal_count=1409812 1789 856 793 609 156 184 453 933 654 356 1408023 623 559 1407919 938 313 625 146 104 1406981 4896 243 4653 487 4166 3743 3634 431 144 is_linear=0 shrinkage=0.03 Tree=755 num_leaves=31 num_cat=0 split_feature=1 2 2 2 2 1 2 2 2 2 0 0 0 1 1 3 3 1 0 2 0 2 0 0 0 1 0 0 1 0 split_gain=2.23311 5.05548 4.30561 3.26138 2.52496 2.03487 3.76721 2.86877 1.92021 11.6155 14.1473 23.7007 35.6245 53.7151 24.1977 23.6805 23.2154 21.973 18.8597 19.6423 27.9023 18.6238 38.42 26.1954 29.3795 21.7414 27.6707 21.6079 18.1619 18.003 threshold=46.500000000000007 1320.400329589844 27583.159179687504 381.33543395996099 31594.402343750004 50.500000000000007 43864.599609375007 54479.306640625007 3912.428344726563 3673.077514648438 51.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 1.5000000000000002 2.7749999761581425 2.9229999780654912 5.5000000000000009 33.500000000000007 3751.9816894531255 30.500000000000004 3673.2597656250005 61.500000000000007 65.500000000000014 69.500000000000014 -1.4999999999999998 66.500000000000014 56.500000000000007 23.500000000000004 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=8 3 -3 -2 -4 -6 -7 -8 9 -1 15 14 13 -13 -12 18 21 -16 19 -11 -21 25 27 -24 -25 26 -14 -23 -17 -20 right_child=1 2 4 -5 5 6 7 -9 -10 10 11 12 16 -15 17 28 -18 -19 29 20 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=8.7013292652915643e-05 -6.8232428163030021e-05 -0.0042355829275242986 0.019929243132313677 0.022091703862461291 -0.013786747598667043 -0.012021526812272252 0.024238580858646989 0.0041456273186973184 0.00013673716737999024 0.0047533120386334931 -0.0051953436842708126 0.012504342410607204 -0.0060820418816992941 -0.0016709330855147616 0.0077977073115502848 -0.0018559176595912285 0.0027380651312056154 -0.015278644958550122 -0.0024004891133836783 -0.014229318423923672 0.0030553570744754782 -0.020031020302569424 -0.0068624990769805628 0.013984789980589832 -0.014114237925207971 -0.0030540124722286755 -0.025048803895282343 0.014851514505063097 -0.034567425574343308 0.0006397330386800666 leaf_weight=154362.10601309687 11.625230699777605 345.40496421605349 7.851265236735343 12.303270801901816 6.6658030152320853 10.978067483752964 7.7083330750465384 37.539459270425141 143534.7248203262 1544.5131519058486 2168.2471698969603 432.90213359892368 262.53737831115723 541.57365281879902 236.28562837839127 4724.437714994885 820.81453637778759 44.061188295483589 2183.5939322561026 128.60035520792007 242.65707242488861 17.412427872419357 428.55111581087112 132.05146686732769 44.868002533912659 2040.1952475719154 94.018509462475777 194.58680836856365 15.325310632586477 8889.1602512896061 leaf_count=660687 50 1477 37 51 34 60 42 380 629084 10345 11451 1836 1094 2826 1429 21208 3648 333 9143 537 1007 72 1742 537 182 9405 381 793 93 41357 internal_value=5.20287e-05 -0.00208356 -0.00285459 0.0113257 0.00388817 0.00188564 0.00374366 0.00756863 5.49376e-05 -1.04546e-05 -0.000607815 -0.00170403 -0.000521669 0.00462631 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threshold=46.500000000000007 1320.400329589844 27583.159179687504 381.33543395996099 31594.402343750004 50.500000000000007 43864.599609375007 54479.306640625007 3912.428344726563 3673.077514648438 51.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 1.5000000000000002 2.7749999761581425 2.9229999780654912 5.5000000000000009 33.500000000000007 3751.9816894531255 30.500000000000004 3673.2597656250005 61.500000000000007 65.500000000000014 69.500000000000014 -1.4999999999999998 66.500000000000014 56.500000000000007 23.500000000000004 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 3 -3 -2 -4 -6 -7 -8 9 -1 15 14 13 -13 -12 18 21 -16 19 -11 -21 25 27 -24 -25 26 -14 -23 -17 -18 right_child=1 2 4 -5 5 6 7 -9 -10 10 11 12 16 -15 17 28 29 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=8.4402826140392339e-05 -6.618570409966974e-05 -0.0041079920444694875 0.01939031890146254 0.021461316626543239 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17.387003302574158 428.66323125362396 131.9462276995182 44.846508204936981 2038.4761284776032 94.224760830402374 194.39238318800926 15.024499684572218 453.52364912629128 leaf_count=660687 50 1477 37 51 34 60 42 380 629084 10345 11451 1836 1094 2826 1429 21208 1511 333 50500 537 1007 72 1742 537 182 9405 381 793 93 2137 internal_value=5.04683e-05 -0.0020211 -0.00276895 0.0109946 0.00377482 0.0018303 0.0036338 0.00735179 5.32899e-05 -1.01426e-05 -0.000589726 -0.00165414 -0.000506239 0.00449532 -0.00400389 -0.000142257 -0.00171243 0.00403627 0.00050024 0.0031667 -0.00284299 -0.00282866 0.00096579 -0.00276757 0.00665779 -0.00412313 -0.0107355 0.0116391 -0.00190286 0.00265484 internal_weight=323516 440.047 416.137 23.9101 70.6888 62.861 56.1938 45.187 323076 179543 25180.6 7452.64 5006.74 972.833 2445.9 17728 4033.91 280.948 12988.2 1915.42 371.367 3212.77 817.235 605.456 176.793 2395.53 357.055 211.779 4739.78 821.144 internal_count=1411321 2131 2030 101 553 516 482 422 1409190 780106 119419 35729 22516 4662 13213 83690 17854 1762 62389 11889 1544 14206 3326 2461 719 10880 1475 865 21301 3648 is_linear=0 shrinkage=0.03 Tree=757 num_leaves=31 num_cat=0 split_feature=1 2 0 2 2 0 1 2 0 0 2 0 0 2 1 0 2 0 2 2 0 0 0 1 1 3 3 1 0 0 split_gain=2.00838 6.8237 5.69462 2.28535 4.73871 3.15369 4.79256 2.53383 2.45443 8.43736 4.65791 4.23771 5.24633 2.72677 1.85135 2.48057 2.31836 3.27419 1.66401 10.2664 12.4663 21.1322 31.5284 47.8732 21.4795 20.9545 20.4464 19.5678 16.8771 32.7364 threshold=49.500000000000007 1266.0092773437502 85.500000000000014 3618.2971191406255 3912.428344726563 56.500000000000007 55.500000000000007 3346.970825195313 65.500000000000014 68.500000000000014 5224.6887207031259 62.500000000000007 59.500000000000007 10270.009765625002 70.500000000000014 76.500000000000014 11031.315917968752 75.500000000000014 3912.428344726563 3673.077514648438 51.500000000000007 53.500000000000007 55.500000000000007 1.0000000180025095e-35 1.5000000000000002 2.7749999761581425 2.9229999780654912 5.5000000000000009 35.500000000000007 38.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=18 -2 3 5 -5 -3 -7 -8 11 -10 -11 12 -6 -13 16 -16 17 -12 19 -1 25 24 23 -23 -22 28 -24 -26 -21 -30 right_child=1 2 -4 4 8 6 7 -9 9 10 14 13 -14 -15 15 -17 -18 -19 -20 20 21 22 26 -25 27 -27 -28 -29 29 -31 leaf_value=8.2144155675550093e-05 0.017254546050930176 -0.0010987879769240262 0.0059400442799789326 0.01438699229347782 -0.0098879147686280269 -0.025691840618135463 0.0003799942850270254 -0.016313094323547744 0.016262211177689462 -0.022418130826751585 0.0049039401570808456 -0.0081914598078140742 0.013023447099498951 -0.028007207522677286 -0.018243930514872313 -0.0020513983730814679 0.010012885129512207 -0.013384842951779651 0.00012755572421197398 0.0026202612494155525 -0.0049032397914072949 0.011833287103045957 -0.002733295251405764 -0.0015745963162111536 0.0072718051678847566 -0.0018458036095274984 0.002567992380216772 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-0.00281424 -0.00797821 0.000815346 -0.00353017 5.14197e-05 -9.4489e-06 -0.000571178 -0.00160098 -0.000484713 0.00436797 -0.00388815 -0.000138444 -0.00165277 0.00390641 0.000484632 -6.29795e-05 internal_weight=323510 351.602 336.118 283.405 202.493 80.9118 52.0851 33.5154 189.438 120.977 101.332 68.4615 43.3828 25.0787 88.8978 36.693 52.2048 35.454 323159 179585 25177.1 7449.37 5006.1 971.209 2443.26 17727.8 4034.89 281.524 12988 10337.3 internal_count=1411321 1746 1681 1203 866 337 218 143 812 520 438 292 187 105 387 168 219 145 1409575 780305 119426 35735 22522 4662 13213 83691 17860 1762 62390 47403 is_linear=0 shrinkage=0.03 Tree=758 num_leaves=31 num_cat=0 split_feature=1 2 2 2 2 2 2 0 3 3 0 0 3 1 1 2 3 0 1 0 2 3 2 0 0 2 0 0 0 0 split_gain=1.89696 4.90049 4.49465 2.59222 1.82907 1.59399 10.6151 16.6327 10.7853 12.2696 10.7784 21.5467 9.73405 10.2614 8.67615 14.0735 18.9022 12.9326 14.0976 13.884 10.5646 13.9482 13.7134 36.101 32.2253 20.7556 20.1516 11.5777 24.664 21.8514 threshold=50.500000000000007 43864.599609375007 1266.0092773437502 54479.306640625007 2449.139526367188 1494.5967407226565 1420.9512329101565 18.500000000000004 1.8174999952316286 2.7749999761581425 69.500000000000014 66.500000000000014 1.6674999594688418 -3.4999999999999996 -3.4999999999999996 1116.587829589844 5.9049999713897714 44.500000000000007 -17.499999999999996 20.500000000000004 1384.018249511719 1.247500002384186 1148.0775146484377 52.500000000000007 60.500000000000007 1236.168395996094 10.500000000000002 42.500000000000007 38.500000000000007 46.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 -3 -4 6 14 -8 12 10 11 -10 13 -9 15 16 17 18 19 -1 22 -22 -16 26 -25 -26 -24 28 -28 -29 right_child=1 3 4 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 20 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 27 29 -30 -31 leaf_value=-0.01286174884669714 0.013817947971050815 0.022927979205705318 -0.014767116311606212 0.0037320999603834997 -0.0038866853461728885 2.54092680360693e-06 0.0099567439262471091 -0.015242789645524737 -0.0094279510701535084 0.0025543990143544848 -0.03125420126605355 0.021087338342599127 0.015917149310936265 0.0042538843919482953 0.00012967879331149924 -0.0063777631608356207 0.0078373309116662321 0.00087388436965175583 -0.0025334117221984826 0.010416357986573685 0.014396066970492814 -0.003416659315011302 -0.0011135277660949201 -0.012488465807423039 0.0059272358069386889 -0.0045172042111145307 0.0032779342876799074 -0.001684265274179998 0.010178557519474893 0.0092362961474068053 leaf_weight=27.75376220792532 12.653829619288443 7.6186119616031638 14.692026782780884 37.4725754968822 259.66994670033455 214955.11558311793 246.34811673313379 26.413000419735909 163.47181572020054 230.7441181987524 15.917921736836432 23.865388140082359 59.056183680891991 303.05713413655758 94552.798345226794 405.69754729419947 229.61612136475742 2151.3775762617588 3235.4263949692249 136.35575554519892 41.105809822678566 1054.8448907583952 906.82224893569946 263.60311870276928 292.09011566638947 413.88770785927773 1927.2807110249996 676.31406173110008 614.87409789860249 218.07739180326462 leaf_count=152 53 42 65 380 1121 944409 1136 129 685 977 68 103 248 1282 404627 1992 1251 9702 14468 750 172 4610 4085 1108 1240 1815 8234 2863 2640 914 internal_value=4.74859e-05 -0.00221866 -0.00366309 0.00697544 -0.00446933 4.98147e-05 0.000143716 0.00311857 0.00107052 -0.00217981 -0.00755429 -0.00554053 0.00470127 0.00269087 0.00011404 -0.000976542 -0.000597465 -0.000946375 -0.00209832 0.00647963 0.000180863 -0.00274856 0.000213012 0.00169606 -0.00353795 -0.000195939 0.00286446 0.00391415 0.004947 0.00097847 internal_weight=323504 332.107 287.016 45.0912 274.362 323172 108217 1068.87 822.526 433.999 203.255 187.337 388.526 329.47 107148 6186.23 5780.53 5550.91 3399.54 164.11 100962 1095.95 99865.7 5312.95 969.581 705.978 4343.37 3436.55 2542.15 894.391 internal_count=1411321 1661 1239 422 1186 1409660 465251 4628 3492 1833 856 788 1659 1411 460623 28315 26323 25072 15370 902 432308 4782 427526 22899 4163 3055 18736 14651 10874 3777 is_linear=0 shrinkage=0.03 Tree=759 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 2 2 0 2 0 0 2 2 0 1 2 0 1 1 0 0 3 3 0 2 0 3 1 2 3 split_gain=1.81743 6.75767 6.30766 4.92219 17.6187 9.02722 11.1714 6.42669 5.86047 4.58214 4.51678 4.91225 6.75138 5.15104 5.14254 9.47216 3.97294 3.50012 3.31639 3.22837 3.18747 3.05402 8.6084 3.26474 2.87513 3.39831 4.51187 3.26541 2.78401 6.88637 threshold=25.500000000000004 35.500000000000007 34.500000000000007 2404.0227050781255 1266.0092773437502 4911.6706542968759 13196.084960937502 31.500000000000004 28435.229492187504 32.500000000000007 84.500000000000014 394.01574707031256 3546.369506835938 55.500000000000007 28.500000000000004 7475.0764160156259 44.500000000000007 29.500000000000004 30.500000000000004 76.500000000000014 38.500000000000007 1.6674999594688418 1.3535000085830691 70.500000000000014 18300.850585937504 74.500000000000014 1.4100000262260439 26.500000000000004 684.96466064453136 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 3 10 4 -2 7 -7 -5 9 -8 11 -3 13 -13 24 21 -17 -9 -18 -20 -4 22 -16 -23 25 26 27 -14 29 -22 right_child=1 2 20 5 -6 6 8 17 -10 -11 -12 12 14 -15 15 16 18 -19 19 -21 28 23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=5.1219186808721668e-05 0.013832786160139851 -0.014368241513776126 0.0094538531003112054 0.028235078734185546 -0.034987888401188938 -0.013357370999725341 0.017410517228498592 -0.0033650319377131928 -0.0056497331788658636 0.0022005542505419413 -0.012789107606894046 0.0046269466241382435 -0.00058902519693325222 -0.0070136324520103498 -0.016736705351908961 -0.0040749853028928208 0.022828691248099896 0.014305467076816604 -0.0034319540094511097 0.016818713032554111 -0.0059494874164336339 -0.020367951659519951 0.010741779334869486 -0.0019292170761971848 -0.021616478485885621 -0.024080058814501724 0.0016166651604713699 -0.019378167968950408 -0.00090209750603269852 0.018018176751221585 leaf_weight=321812.10016703734 14.753108322620394 34.131504081189632 29.702244639396667 21.149162337183952 12.116988018155096 35.628052160143852 40.326272830367088 15.491297736763952 27.199976593255997 31.948891803622246 51.222094111144543 140.27948832511902 12.272072255611418 45.248371168971062 20.855665802955627 22.241470992565155 15.182595528662203 28.926614046096802 16.071319997310642 12.671356558799742 20.147115401923656 28.591972917318344 20.197877183556557 12.386156275868414 18.556464076042175 11.035957068204878 34.675993517041206 25.880364522337914 870.05147827602923 23.227728560566902 leaf_count=1403591 79 226 125 91 53 153 172 67 110 134 241 610 68 194 117 93 65 126 68 52 98 119 83 54 77 50 144 149 4002 110 internal_value=4.6063e-05 -0.000934531 -0.00168178 0.00387533 -0.00818275 0.00548993 0.00105724 0.0146236 0.00621999 0.010687 -0.00432936 -0.00340793 -0.00255022 0.00178793 -0.00576165 -0.00218912 0.00625579 0.00814266 0.0114868 0.00549566 -0.000217801 -0.00900079 -0.0032176 -0.0147946 -0.0109309 -0.00856656 -0.00621575 -0.0133345 -0.000532298 0.00688547 internal_weight=323504 1692.17 1464.63 227.54 26.8701 200.67 135.103 65.5671 99.4751 72.2752 521.501 470.279 436.147 185.528 250.619 148.198 66.1667 44.4179 43.9253 28.7427 943.129 82.0317 41.0535 40.9781 102.421 83.8644 72.8284 38.1524 913.426 43.3748 internal_count=1411321 7730 6745 985 132 853 569 284 416 306 2410 2169 1943 804 1139 651 278 193 185 120 4335 373 200 173 488 411 361 217 4210 208 is_linear=0 shrinkage=0.03 Tree=760 num_leaves=31 num_cat=0 split_feature=2 2 3 2 0 3 0 0 0 0 0 1 0 0 0 1 1 2 1 2 0 1 1 2 3 3 3 2 3 1 split_gain=3.00968 12.3908 13.2279 22.9086 44.1233 19.9044 15.3189 12.4355 11.3267 9.37258 10.4286 24.9403 25.5678 24.8067 20.8714 20.4038 17.4023 16.7862 12.4301 10.1691 23.1859 9.82189 13.8686 9.24351 28.4381 12.3415 19.2534 15.8641 15.7415 16.1844 threshold=291.56593322753912 327.07788085937506 1.247500002384186 305.33541870117193 45.500000000000007 1.1980000138282778 49.500000000000007 46.500000000000007 53.500000000000007 68.500000000000014 39.500000000000007 1.0000000180025095e-35 65.500000000000014 35.500000000000007 32.500000000000007 -1.4999999999999998 4.5000000000000009 320.40057373046881 7.5000000000000009 305.33541870117193 31.500000000000004 -1.4999999999999998 -6.4999999999999991 346.46589660644537 1.0205000042915346 3.4465000629425053 2.279500007629395 337.55393981933599 1.2994999885559084 -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 4 -2 -5 7 -6 -8 10 13 -12 18 14 19 -16 -17 21 -13 -4 -21 22 -15 24 -3 26 28 -28 -26 -30 right_child=1 23 9 5 6 -7 8 -9 -10 -11 11 12 -14 17 15 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.00023859642656061961 0.026543377112835696 -0.035576163301865499 -0.00045400116557900243 -0.0016899561603942578 0.0022305335654307372 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102.71572558581829 273691.00915936311 116.02735572308302 158.63143984973431 401.90793949365616 721.89767010509968 175.92247843742371 701.7750209569931 leaf_count=180089 231 104 4456 493 197 448 146 375 60 2094 1972 1721 519 157 144 582 88 100 126 7687 297 1614 420 1197868 512 727 1693 3042 729 2965 internal_value=-1.39786e-06 3.38988e-05 0.00142645 -0.00360017 0.00326638 -0.0105056 -0.00455848 -0.0105961 0.00943592 0.0018467 0.00225616 0.00491986 0.000610561 0.00150863 0.00253208 0.0121219 0.0166871 -0.00441811 0.00391926 0.001908 0.00322286 -0.00328008 -0.0101415 5.46325e-06 -0.00188907 -0.00155852 -0.00216314 -0.00485311 0.000878952 0.00225179 internal_weight=323533 281625 5635.65 434.823 218.025 216.797 163.173 113.993 49.1802 5200.82 4713.59 1032.93 556.968 3680.67 3138.67 191.777 157.497 541.999 440.298 2946.89 1893.07 517.934 137.805 275990 2298.5 2276.16 2117.53 1123.81 993.725 877.697 internal_count=1411656 1231567 23927 1950 1009 941 778 572 206 21977 19883 4338 2366 15545 13254 814 670 2291 1847 12440 7984 2191 577 1207640 9772 9668 8941 4735 4206 3694 is_linear=0 shrinkage=0.03 Tree=761 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 1 0 3 2 1 0 0 0 0 0 0 0 2 3 3 1 1 2 0 2 3 0 0 2 split_gain=2.85656 16.1569 23.3769 19.2268 11.5179 9.65273 14.3738 15.4152 11.9492 10.2831 20.6847 12.43 10.691 9.90022 9.55491 19.0002 8.8214 8.71263 7.11136 19.9361 39.7328 10.4826 13.1711 12.9463 11.0296 10.1558 22.0286 38.2258 19.4212 18.3557 threshold=216.75743103027347 211.06961059570315 44.500000000000007 39.500000000000007 28.500000000000004 219.36421203613284 1.0000000180025095e-35 65.500000000000014 1.3535000085830691 225.45304870605472 1.0000000180025095e-35 39.500000000000007 41.500000000000007 60.500000000000007 55.500000000000007 54.500000000000007 61.500000000000007 67.500000000000014 252.50982666015628 1.532000005245209 1.5979999899864199 13.500000000000002 1.5000000000000002 229.05034637451175 41.500000000000007 291.56593322753912 1.5979999899864199 56.500000000000007 58.500000000000007 279.21791076660162 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -8 10 11 -7 -13 -2 15 -12 -4 -18 19 21 -21 22 24 -24 -11 26 27 -20 -29 -30 right_child=5 2 16 -5 -6 9 8 -9 -10 18 14 12 -14 -15 -16 -17 17 -19 25 20 -22 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0001513783781807106 0.00075228578761745834 -0.028581562569393842 0.0014811850370885702 -0.021314401310272981 -0.0048022054117640494 -0.0018466753765736931 0.013946485950861832 0.032754434314588673 0.0036824402236038372 0.01287597113685663 0.0025348825445337671 -0.020030363530132263 -0.007495001098894118 -0.0095367289733800011 -0.0043662859915355968 0.032246079248061381 -0.035859777185219828 -0.0018590052595837676 -0.0014296018621077857 -0.014361843087266183 0.00056875173682769883 -0.018475079894240843 0.01886891243367966 0.005810604327191775 0.0019383762864144808 3.2880745297163134e-05 -0.0021950905884641821 0.025191151169139107 0.0037947289328519856 0.018586564912760718 leaf_weight=26025.440744563937 488.55284075438976 19.209226071834564 482.85579210519791 87.905148580670357 401.53213676810265 262.47460371255875 141.01433826982975 12.417933717370031 369.73177726566792 89.353157311677933 337.64228811860085 81.432818025350571 246.85514558851719 101.68455177545547 171.8113556355238 20.550397589802742 11.51592753827572 16.503350436687469 1268.5232327803969 167.13310287892818 3989.1476667523384 18.639134049415588 93.422315955162048 254.40668904781342 1162.791857033968 281622.73740732565 4938.1704018190503 51.593294233083725 505.76027795672417 88.753932937979698 leaf_count=112527 2006 90 2063 402 1716 1063 581 51 1681 366 1518 328 1017 409 766 83 53 73 5627 706 16894 111 390 1081 4788 1231567 21027 211 2091 370 internal_value=-1.35713e-06 -0.000296508 -0.00400124 -0.00855391 -0.00588787 2.55662e-05 0.00281364 -0.000324338 0.00651629 1.50565e-05 -0.00285308 -0.00671338 -0.0106044 -0.00102028 0.00144975 0.00423949 0.000531559 -0.0158333 2.5981e-05 0.00106835 -3.164e-05 0.00389291 0.00415349 0.00931789 0.00271888 5.11412e-06 -0.00113598 0.00159564 0.0075352 0.00600297 internal_weight=323530 27045 1019.52 508.647 420.741 296485 1113.4 602.655 510.746 295371 1120.77 590.763 328.288 590.237 530.004 358.193 510.875 28.0193 294250 5774.89 4156.28 1618.61 1599.97 347.829 1252.15 288476 6852.8 1914.63 646.108 594.514 internal_count=1411656 116924 4397 2208 1806 1294732 4728 2466 2262 1290004 4775 2408 1345 2415 2367 1601 2189 126 1285229 24336 17600 6736 6625 1471 5154 1260893 29326 8299 2672 2461 is_linear=0 shrinkage=0.03 Tree=762 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 1 0 3 2 1 0 0 0 1 0 0 0 0 2 1 3 3 2 3 2 3 3 2 0 split_gain=2.68799 15.2178 22.0392 18.2484 10.9345 9.07798 13.4997 14.5806 11.2244 9.67485 19.4602 11.6949 10.11 9.33809 9.03606 8.98998 17.8777 8.339 8.34533 6.80693 14.7009 15.8595 14.5286 26.5635 12.8225 9.7351 9.7746 9.56468 13.7782 11.1648 threshold=216.75743103027347 211.06961059570315 44.500000000000007 39.500000000000007 28.500000000000004 219.36421203613284 1.0000000180025095e-35 65.500000000000014 1.3535000085830691 225.45304870605472 1.0000000180025095e-35 39.500000000000007 41.500000000000007 39.500000000000007 -1.4999999999999998 55.500000000000007 54.500000000000007 61.500000000000007 67.500000000000014 239.406120300293 1.0000000180025095e-35 1.3535000085830691 1.6674999594688418 229.05034637451175 1.247500002384186 235.10141754150393 1.5979999899864199 1.6674999594688418 229.05034637451175 68.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 -3 6 7 13 -8 10 11 -7 -13 14 -2 16 -12 -4 -19 20 22 24 -11 -24 -22 26 -23 -28 -29 -30 right_child=5 2 17 -5 -6 9 8 -9 -10 19 15 12 -14 -15 -16 -17 -18 18 -20 -21 21 25 23 -25 -26 -27 27 28 29 -31 leaf_value=-0.00014683865732784113 0.0087618694809275654 -0.027898386402000208 0.0014365812636422813 -0.020775220855687636 -0.0046604897668211989 -0.0017910734935195219 0.013508958112379984 0.031943532822487256 0.0035677034786643393 -0.0027526223380329338 0.0024571153117069317 -0.019461869783450162 -0.007265327745408166 -0.0057650841074878712 -0.0013144878976999923 -0.0042403299832675075 0.031275258905598347 -0.035197024742683006 -0.001803871282010336 9.3720134080829387e-06 -0.0039880449072656832 -0.012257959261335884 -0.027567991970254072 0.0033893054124535084 0.0096875111766843471 0.0053623401333452569 0.0037674697943343867 -0.02852654513308395 -0.0036146538648681482 0.020640207650087471 leaf_weight=26025.135166246444 119.22316358983517 19.091037511825562 482.91149677336216 87.487352609634399 401.33267641067505 262.50363190472126 141.21099133789539 12.352170109748839 370.1668938845396 1066.8273410797119 337.87519645690918 81.299197494983673 247.01652200520039 226.87342704832554 244.06429775059223 171.61052431166172 20.552595123648643 11.382809400558473 16.497621700167656 290750.08111474221 71.604628264904022 60.315454766154289 25.7067601531744 842.97418946027756 446.34584540128708 361.16370019316673 341.49871006608009 18.772966668009758 245.42694813013077 18.358004704117775 leaf_count=112527 500 90 2063 402 1716 1063 581 51 1681 4362 1518 328 1017 931 984 766 83 53 73 1270509 292 283 106 3437 1845 1610 1531 85 1084 85 internal_value=-1.31816e-06 -0.000287634 -0.00388459 -0.00830969 -0.0057157 2.47982e-05 0.00272799 -0.000314639 0.00631286 1.4604e-05 -0.0027673 -0.00651139 -0.0102855 -0.000989808 0.00199236 0.00140613 0.00410958 0.000515554 -0.0154374 2.52009e-05 0.00134051 0.00350409 -0.000407211 0.00247319 0.00779692 0.00137745 -0.000725492 0.000389128 -0.00369393 -0.00192665 internal_weight=323528 27043.8 1018.7 507.911 420.424 296484 1113.89 602.513 511.378 295370 1120.86 590.819 328.316 590.161 363.287 530.038 358.428 510.792 27.8804 294249 3498.99 1563.49 1935.51 868.681 517.95 1045.54 684.372 624.057 282.558 263.785 internal_count=1411656 116924 4397 2208 1806 1294732 4728 2466 2262 1290004 4775 2408 1345 2415 1484 2367 1601 2189 126 1285229 14720 6815 7905 3543 2137 4678 3068 2785 1254 1169 is_linear=0 shrinkage=0.03 Tree=763 num_leaves=31 num_cat=0 split_feature=2 2 3 2 0 3 0 0 0 0 0 1 0 0 0 1 1 2 1 2 0 1 1 2 2 3 3 3 2 3 split_gain=2.61388 11.6616 12.4592 21.5833 41.7236 18.8031 14.453 11.8091 10.6454 8.81989 9.82617 23.5295 24.1099 23.3392 19.644 19.2151 16.3631 15.8553 11.5378 9.56751 21.8184 9.22557 13.0106 8.8653 8.69989 27.1115 11.6363 17.7724 17.4754 14.8258 threshold=291.56593322753912 327.07788085937506 1.247500002384186 305.33541870117193 45.500000000000007 1.1980000138282778 49.500000000000007 46.500000000000007 53.500000000000007 68.500000000000014 39.500000000000007 1.0000000180025095e-35 65.500000000000014 35.500000000000007 32.500000000000007 -1.4999999999999998 4.5000000000000009 320.40057373046881 7.5000000000000009 305.33541870117193 31.500000000000004 -1.4999999999999998 -6.4999999999999991 297.03073120117193 346.46589660644537 1.0205000042915346 3.653500080108643 2.279500007629395 337.55393981933599 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=-1 2 3 4 -2 -5 7 -6 -8 10 13 -12 18 14 19 -16 23 21 -13 -4 -21 22 -15 -17 25 -3 27 29 -29 -27 right_child=1 24 9 5 6 -7 8 -9 -10 -11 11 12 -14 17 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.00022233859602636852 0.02587468910639168 -0.034919520043733276 -0.00044164785286501281 -0.0016409799769854833 0.0021613470117423672 -0.019331766600061469 0.017981340288330112 -0.017818014993232618 -0.012880983164254761 -0.0020528497316538268 0.0096780123474014997 0.0026019470650263717 -0.011561358867397283 0.0059679939727326249 -0.0085740916057057432 0.040049832620310748 -0.013371232251048918 -0.028125973291426964 0.023522323430623552 0.0024943553533321771 0.019577923118299912 -0.00077022014914125767 -0.015200948552105372 0.016647506460930869 1.9465040727238501e-05 -0.0092362784137358812 0.0066411730754402046 -0.0096352093994539253 -0.0018663208033602085 0.0021816170571009462 leaf_weight=41905.396330531687 54.583478897809982 22.076569259166718 1053.817965015769 111.69024211913347 42.622433349490166 104.81865940243006 35.126403212547302 70.94127444177866 14.09502127766609 487.10210037231445 475.20588713884354 415.58497041463852 116.26951019465923 35.01982943713665 34.336706414818764 16.478424236178398 15.217683851718901 23.996929287910461 25.162698581814766 1823.2894755005836 69.861493036150932 380.08900007605553 102.93697734177113 125.70137484371662 273690.37922825705 115.85157782584429 147.30361931025982 405.56217001378536 728.97680512070656 878.23667433857918 leaf_count=180089 231 104 4456 493 197 448 146 375 60 2094 1972 1721 519 157 144 67 88 100 126 7687 297 1614 420 515 1197868 512 680 1710 3072 3694 internal_value=-1.28026e-06 3.16132e-05 0.00138277 -0.00350129 0.00317655 -0.0102056 -0.00443437 -0.0103194 0.00914362 0.00179028 0.00218748 0.00477419 0.000590613 0.00146207 0.00245482 0.0117594 0.0161953 -0.00428643 0.00379631 0.00184945 0.00312478 -0.00318214 -0.00982729 0.0193598 4.03103e-06 -0.00183414 -0.00151322 -0.00207751 -0.00464346 0.000850969 internal_weight=323528 281622 5633.95 433.878 217.369 216.509 162.785 113.564 49.2214 5200.07 4712.97 1032.22 557.017 3680.75 3138.7 191.734 157.397 542.043 440.748 2946.97 1893.15 518.046 137.957 142.18 275988 2298.01 2275.93 2128.63 1134.54 994.088 internal_count=1411656 1231567 23927 1950 1009 941 778 572 206 21977 19883 4338 2366 15545 13254 814 670 2291 1847 12440 7984 2191 577 582 1207640 9772 9668 8988 4782 4206 is_linear=0 shrinkage=0.03 Tree=764 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 0 3 2 0 1 0 2 2 2 2 2 0 1 1 1 1 2 2 2 2 0 1 2 2 2 split_gain=2.56593 4.15206 18.213 15.115 6.11372 5.92765 5.79553 5.50198 12.6357 8.91583 5.80646 3.63749 16.1685 9.57464 8.83282 21.7689 13.961 9.23092 8.70601 12.1099 8.00536 7.22057 7.9703 8.14592 6.60773 8.77533 6.28601 5.72251 10.6558 9.2521 threshold=1.1054999828338625 87.386707305908217 113.878231048584 65.776599884033217 1.0000000180025095e-35 50.500000000000007 1.0205000042915346 135.80005645751956 51.500000000000007 1.5000000000000002 50.500000000000007 17336.302734375004 24156.202148437504 27583.159179687504 10537.723632812502 9353.3178710937518 50.500000000000007 13.500000000000002 1.5000000000000002 -1.4999999999999998 6.5000000000000009 31594.402343750004 42314.533203125007 52483.353515625007 94085.273437500015 50.500000000000007 17.500000000000004 6964.4814453125009 7836.1462402343759 4814.8464355468759 decision_type=2 2 2 2 2 2 2 2 2 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 -1 5 -3 -6 8 9 10 -4 14 20 -14 15 27 26 -17 19 -18 -13 -15 -23 -24 -25 -26 -16 29 -29 -9 right_child=-2 2 7 -5 6 -7 -8 11 -10 -11 -12 12 13 21 16 17 18 -19 -20 -21 -22 22 23 24 25 -27 -28 28 -30 -31 leaf_value=-0.0019216878378740469 2.4383662013453591e-05 0.010136934322293871 0.0070969361600745958 -0.028674326953664158 0.0030751752601791338 -0.010910540687686871 0.022948479955150584 -0.00014954471501009602 -0.028958629886857261 -0.020650987537986297 -0.0098059438805200676 -0.0075457000459936262 0.0085850817368072988 -0.0076408442689866246 -0.0013489538060171039 -0.0083715446470872829 -0.0030124615190713503 0.012129925762801015 -0.0021989795330659163 0.0095161980757485498 0.015820045243943332 0.0054441729995337237 -0.014932181478227271 0.0077384968727510018 0.0035795154454999079 -0.020927597077254667 0.020424652887404682 0.0066477848929832484 -0.0004258240991850181 -0.0030612263029229218 leaf_weight=494.27498640120029 296266.81167506578 42.648692473769188 57.847507640719414 19.767314895987511 18.250058636069298 16.781279221177101 47.790657728910446 22118.147219330072 19.209104597568512 19.712758183479309 26.748352646827698 380.24943805485964 122.93040589988232 107.59042273461819 579.66507111489773 374.48925660550594 84.095539785921574 20.867344573140144 105.03828790783882 398.27665722370148 13.671124413609503 186.17175059020519 42.662851125001907 55.888035044074059 30.446761250495911 23.14699986577034 12.184031531214712 310.76909878849983 500.11144618690014 1027.8308536037803 leaf_count=2099 1289010 186 239 87 76 71 201 100612 96 102 113 1553 507 441 2429 1577 390 87 428 1666 56 768 174 231 135 106 51 1326 2082 4757 internal_value=-1.24287e-06 -0.000279785 -0.000228451 -0.00295045 0.0111746 0.00419375 0.0174566 -0.000282202 -0.00659913 -0.00248149 0.00175242 -0.000252752 -0.00206295 0.0011723 -0.000184492 -0.000307284 0.00235121 -0.00728946 0.0056277 0.00733198 -0.00673479 -0.000871296 0.00128154 -0.00381207 0.000521209 -0.00700504 -0.000900714 -0.000192058 0.00228513 -0.000278842 internal_weight=323524 27257.3 26743.2 514.042 125.471 59.43 66.0407 26617.8 123.518 104.309 84.5959 26494.2 962.758 568.837 25531.5 24352.2 1179.26 395.357 587.41 482.372 393.921 445.907 338.316 152.145 109.482 53.5938 591.849 23956.9 810.881 23146 internal_count=1411656 122646 120460 2186 534 257 277 119926 550 454 352 119376 3971 2362 115405 110441 4964 1664 2484 2056 1609 1855 1414 646 472 241 2480 108777 3408 105369 is_linear=0 shrinkage=0.03 Tree=765 num_leaves=31 num_cat=0 split_feature=0 2 2 2 3 2 1 2 2 0 0 1 1 1 0 1 1 0 0 1 0 1 2 2 2 2 1 2 2 2 split_gain=1.6918 4.26421 1.95512 3.89743 2.70069 5.65193 4.62294 3.64091 2.91574 3.48516 2.85954 2.3258 2.26591 8.76313 2.56171 2.47961 2.44611 2.44267 2.00103 5.50154 2.79974 5.86765 2.64799 11.2581 6.66279 5.43032 3.61139 2.4681 6.21277 5.60283 threshold=94.500000000000014 1572.3760986328127 3673.2597656250005 4432.1855468750009 28.166500091552738 3290.9838867187505 1.0000000180025095e-35 3473.4255371093755 3673.077514648438 95.500000000000014 97.500000000000014 1.0000000180025095e-35 42.500000000000007 22.500000000000004 95.500000000000014 82.000000000000014 3.5000000000000004 96.500000000000014 98.500000000000014 1.0000000180025095e-35 96.500000000000014 1.5000000000000002 12925.947753906252 16437.536132812504 10798.300781250002 99992.636718750015 1.0000000180025095e-35 43864.599609375007 35052.082031250007 20654.361328125004 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -7 -8 -10 -6 -12 13 16 -14 -16 18 -18 20 -20 22 -22 24 -24 -5 27 -27 28 29 -25 right_child=1 2 3 12 10 6 8 -9 9 -11 11 -13 14 -15 15 -17 17 -19 19 -21 21 -23 23 25 -26 26 -28 -29 -30 -31 leaf_value=6.1878478787031973e-05 -0.017959873074946384 -0.010893802134965332 -0.01906311042520803 -0.0040707500088438681 0.014331416461351448 0.018804768960381087 -0.012390518144347572 -0.00036429145782853765 0.019172123549733133 -0.004314147521594246 -0.010333550343314431 0.0082410249066248494 0.020130051257025022 -0.022886933136959754 0.012564049154368392 -0.014288735362813977 0.00096865343978450166 0.01718383232439423 0.03275782003874203 -0.0083126017378294826 -0.0026345631704467985 -0.017213117849299076 -0.019851044476523538 -0.003670073264057641 0.025399228982290321 -0.0072553190559973236 0.00048929811253063107 0.012036575157216853 -0.006893100506336452 0.017394450024333465 leaf_weight=322418.30071581138 13.48515012860298 33.832819953560829 11.346218541264532 16.037014365196232 27.321664918214083 23.087265431880951 17.584765002131462 14.530010998249052 8.5038610398769396 17.163033548742533 10.64351746439934 14.110086284577845 9.2803268507123011 17.049515645951033 6.2569929510354978 6.1240319362841547 25.475787028670311 12.445762120187281 5.465993717312811 6.3403930021449924 216.41510565578938 28.070011489093304 26.329791620373726 17.938200369477272 12.124860137701033 81.936970338225365 160.02164016664028 37.532240584492683 34.888137698173523 31.010580062866211 leaf_count=1406202 60 154 70 74 123 120 77 63 39 112 46 71 62 80 49 195 119 69 23 124 1008 133 121 87 53 395 644 161 152 140 internal_value=5.81687e-05 -0.00121111 -0.000967949 -0.00161182 0.00197421 -0.000598087 0.00370929 0.0114005 -0.00298003 0.00346724 0.00763999 0.000254357 -0.00134807 -0.00163216 0.0082138 -0.000718156 -0.00112321 0.00629044 -0.00154026 0.0107017 -0.00175849 -0.00430837 -0.000266444 -0.000908502 0.0086173 0.000464234 -0.00213334 0.0056427 0.00278028 0.00967496 internal_weight=323361 942.352 928.867 762.09 166.777 114.702 80.8689 37.6173 43.2517 25.6669 52.0753 24.7536 750.743 729.082 21.6614 12.381 712.032 37.9215 674.111 11.8064 662.305 244.485 417.819 389.658 28.1619 363.328 241.959 121.369 83.8369 48.9488 internal_count=1410826 4624 4564 3759 805 565 411 183 228 151 240 117 3689 3383 306 244 3303 188 3115 147 2968 1141 1827 1700 127 1579 1039 540 379 227 is_linear=0 shrinkage=0.03 Tree=766 num_leaves=31 num_cat=0 split_feature=0 2 2 2 3 2 1 1 2 2 0 0 1 1 1 0 1 1 0 0 1 0 1 2 2 2 2 1 2 2 split_gain=1.59301 4.01615 1.84111 3.71224 2.53675 5.3284 9.17778 4.37579 3.47531 2.75301 3.25774 2.69672 2.18228 2.13396 8.27802 2.38327 2.3524 2.29827 2.2782 1.89344 5.21635 2.63853 5.56675 2.49298 10.6408 6.27323 5.1047 3.38543 2.31517 5.8405 threshold=94.500000000000014 1572.3760986328127 3673.2597656250005 4432.1855468750009 28.166500091552738 3290.9838867187505 1.0000000180025095e-35 1.0000000180025095e-35 3473.4255371093755 3673.077514648438 95.500000000000014 97.500000000000014 1.0000000180025095e-35 42.500000000000007 22.500000000000004 95.500000000000014 82.000000000000014 3.5000000000000004 96.500000000000014 98.500000000000014 1.0000000180025095e-35 96.500000000000014 1.5000000000000002 12925.947753906252 16437.536132812504 10798.300781250002 99992.636718750015 1.0000000180025095e-35 43864.599609375007 35052.082031250007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 5 6 -3 8 -7 -9 -11 -6 -13 14 17 -15 -17 19 -19 21 -21 23 -23 25 -25 -5 28 -28 29 -26 right_child=1 2 3 13 11 7 -8 9 -10 10 -12 12 -14 15 -16 16 -18 18 -20 20 -22 22 -24 24 26 -27 27 -29 -30 -31 leaf_value=6.0022236417536199e-05 -0.017437416619588846 -0.032858562737975314 -0.018684566268464844 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5.4254100471734983 6.2942804973572493 216.3510709181428 27.914070695638657 26.217098847031593 49.02809377014637 12.116823717951773 82.180739000439644 160.01692768931389 37.597634732723236 34.832921087741852 leaf_count=1406202 60 48 70 74 123 120 106 77 63 39 112 46 71 62 80 49 195 119 69 23 124 1008 133 121 227 53 395 644 161 152 internal_value=5.64233e-05 -0.00117556 -0.000939568 -0.00156419 0.00191787 -0.000581481 -0.010584 0.00360915 0.0111202 -0.00289391 0.00335918 0.00740296 0.000246004 -0.00130804 -0.00158355 0.00797886 -0.000702715 -0.0010897 0.0060885 -0.00149442 0.0104587 -0.00170594 -0.00418305 -0.000258448 -0.000880892 0.00836475 0.000449849 -0.00206719 0.00546901 0.0026957 internal_weight=323360 941.859 928.386 761.849 166.537 114.406 33.7792 80.627 37.4138 43.2131 25.6923 52.1306 24.8217 750.619 728.992 21.6267 12.2884 712.001 38.0007 674 11.7197 662.281 244.265 418.015 389.873 28.142 363.656 242.198 121.459 83.861 internal_count=1410826 4624 4564 3759 805 565 154 411 183 228 151 240 117 3689 3383 306 244 3303 188 3115 147 2968 1141 1827 1700 127 1579 1039 540 379 is_linear=0 shrinkage=0.03 Tree=767 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 1 1 2 2 3 3 2 0 0 0 0 0 1 0 0 1 0 2 0 0 1 1 0 1 1 split_gain=1.5132 6.08925 5.85139 5.38172 8.04529 2.1232 3.43436 1.3434 11.7881 44.4937 22.1612 16.6612 16.2905 43.6973 43.58 31.2753 28.2225 25.034 20.7752 21.4852 18.7053 15.9029 16.223 15.6398 15.6089 10.7888 17.8311 11.8019 12.5867 10.2955 threshold=97.500000000000014 58311.849609375007 83842.167968750015 4814.8464355468759 8374.6435546875018 2.5000000000000004 79.500000000000014 2623.7399902343755 2404.0227050781255 1.1510000228881838 1.0205000042915346 2490.8103027343755 53.500000000000007 57.500000000000007 41.500000000000007 60.500000000000007 55.500000000000007 3.5000000000000004 22.500000000000004 10.500000000000002 1.0000000180025095e-35 59.500000000000007 2580.519653320313 23.500000000000004 7.5000000000000009 1.5000000000000002 1.0000000180025095e-35 54.500000000000007 -2.4999999999999996 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=7 3 -3 -2 -5 -4 -7 8 24 10 11 -10 14 16 18 17 25 20 19 -11 -15 22 -22 -20 29 26 27 28 -14 -1 right_child=1 2 5 4 -6 6 -8 -9 9 12 -12 -13 13 15 -16 -17 -18 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0048537824404889214 -0.0042362150333779287 -0.03529534324490765 -0.00804498290487346 0.037507856919798119 0.0023970936622976658 0.014216498099815664 -0.023191652628640938 0.0001072917745316104 -0.0047081106784188859 -0.0076744038139970666 0.0032494998570584571 -0.033252712174684146 -0.015647752014710786 0.00040999450811114144 0.0032122656828638607 -0.0066765149969588581 -0.020068884323153815 -0.012350236190431811 -0.025264623639459981 0.0038190632382112521 0.029098029227685673 0.0036033088554046464 -0.0035941721219126341 -0.0069894101012588699 2.4240416590022925e-06 -0.00048106010137367064 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-0.00589988 -0.0017841 -9.41403e-05 -0.0109743 0.00677427 -0.00497347 -0.000721328 0.010641 0.0171336 0.0239563 -0.0079004 4.27644e-05 -0.00705347 -0.0100216 -0.00300299 0.00260175 0.00277339 internal_weight=323359 137.982 83.3619 54.6201 25.879 76.7626 12.3799 323221 133242 5712.94 1916.67 130.978 3796.26 1334.92 2461.34 622.595 712.329 304.678 1502.34 612.509 253.436 155.045 103.071 889.829 127529 497.746 342.894 167.058 111.814 1856.6 internal_count=1410826 937 631 306 137 570 225 1409889 571689 23999 7954 550 16045 5492 10553 2571 2921 1246 6457 2711 1032 621 413 3746 547690 2040 1413 707 474 9352 is_linear=0 shrinkage=0.03 Tree=768 num_leaves=31 num_cat=0 split_feature=0 2 0 2 2 2 1 2 2 2 1 2 2 2 2 2 1 2 2 2 3 2 1 1 2 2 0 0 1 1 split_gain=1.46416 3.78814 1.83251 13.0594 8.69139 11.6469 8.38383 6.55743 6.59577 5.69261 5.89776 5.63952 5.79134 4.74202 5.66287 4.04429 1.95704 1.85529 1.756 3.54011 2.40967 4.96965 8.50052 4.13508 3.31707 2.60567 3.03863 2.49301 2.04825 2.0293 threshold=94.500000000000014 1572.3760986328127 93.500000000000014 33836.650390625007 99992.636718750015 89063.015625000015 1.5000000000000002 31594.402343750004 20021.907226562504 15354.050781250002 1.0000000180025095e-35 2848.0100097656255 4712.1987304687509 11270.709472656252 2180.0605468750005 37758.167968750007 4.5000000000000009 27583.159179687504 3673.2597656250005 4432.1855468750009 28.166500091552738 3290.9838867187505 1.0000000180025095e-35 1.0000000180025095e-35 3473.4255371093755 3673.077514648438 95.500000000000014 97.500000000000014 1.0000000180025095e-35 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=2 -2 -1 7 5 15 -6 8 9 10 11 -4 -13 14 -12 -5 -8 -10 20 -20 21 22 -3 24 -23 -25 -27 -22 -29 -21 right_child=1 18 3 4 6 -7 16 -9 17 -11 13 12 -14 -15 -16 -17 -18 -19 19 29 27 23 -24 25 -26 26 -28 28 -30 -31 leaf_value=5.4023142145787356e-05 -0.016930103260088022 -0.03149607899181299 0.011206783559975566 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728.75305185467005 27.294414460659027 22.679414048790932 22.621931046247482 17.45828852057457 14.532443255186079 8.6157088875770587 17.08750594034791 10.705040216445925 14.17096885293722 21.52061920100823 leaf_count=1404426 60 48 111 126 517 54 114 50 64 52 78 60 74 51 174 86 98 67 70 3383 123 120 106 77 63 39 112 46 71 306 internal_value=5.30897e-05 -0.00112839 5.6539e-05 0.00208981 -0.00268489 -0.0122037 0.000971551 0.00826796 0.00668623 0.00936408 0.0074584 0.000193751 -0.00812063 0.0133753 0.0168646 -0.00568314 -0.00896291 -0.00701621 -0.000899171 -0.00150934 0.00189248 -0.000546983 -0.0101852 0.00351493 0.0108434 -0.00280335 0.00327156 0.00723456 0.000365175 -0.00126032 internal_weight=323354 941.267 322413 398.437 224.745 62.3722 162.373 173.692 161.78 135.332 123.486 55.4303 31.585 68.0557 56.9909 49.7786 51.979 26.4477 927.808 761.392 166.416 114.246 33.8724 80.3734 37.2119 43.1615 25.7032 52.1704 24.876 750.274 internal_count=1410826 4624 1406202 1776 995 266 729 781 731 600 548 245 134 303 252 212 212 131 4564 3759 805 565 154 411 183 228 151 240 117 3689 is_linear=0 shrinkage=0.03 Tree=769 num_leaves=31 num_cat=0 split_feature=0 2 2 2 2 1 1 0 1 2 2 1 2 0 1 0 2 2 2 0 0 0 2 2 2 2 0 2 2 2 split_gain=1.40134 5.74814 5.07686 7.53229 4.64735 2.1797 3.42635 1.27106 7.85575 18.4759 16.7982 17.0643 14.1075 9.45393 8.79507 15.9107 33.8384 25.7952 32.033 80.6961 23.1534 15.0845 34.7071 14.384 13.0348 12.5131 16.6025 20.4735 37.0949 16.3396 threshold=97.500000000000014 58311.849609375007 4814.8464355468759 8374.6435546875018 89063.015625000015 2.5000000000000004 79.500000000000014 48.500000000000007 -4.4999999999999991 1896.9642333984377 3673.2597656250005 -8.4999999999999982 1572.3760986328127 60.500000000000007 1.0000000180025095e-35 56.500000000000007 2449.139526367188 3407.3515625000005 2704.067260742188 54.500000000000007 51.500000000000007 50.500000000000007 2490.8103027343755 2902.4506835937505 1748.5217285156252 188.89690399169925 58.500000000000007 3061.900268554688 594.21514892578136 195.44509887695315 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=7 2 -2 -4 -3 -6 -7 -1 9 12 13 -12 -9 -11 15 16 24 18 19 21 -20 22 -18 -22 -10 -17 27 28 -27 -28 right_child=1 4 3 -5 5 6 -8 8 14 10 11 -13 -14 -15 -16 25 17 -19 20 -21 23 -23 -24 -25 -26 26 29 -29 -30 -31 leaf_value=1.4869151296684372e-05 -0.0040961294986293683 -0.031373673625989841 0.036305499449561913 0.0023705675074849487 -0.0080138384207565985 0.014606099653814535 -0.022998781108202564 0.00041455001962656981 0.0004994334786818514 -0.0042778035169963773 0.0040395201747941267 -0.0034144030855829803 0.010083811050923925 -0.011485722355140449 -4.0500651862655388e-05 0.0035439215012066675 0.026832495330819328 0.0018790158035564433 -0.0031809872981859518 -0.019162331349364143 0.0090790334176284425 0.0091377694222585654 -0.013833563831995389 0.018735777909684437 -0.0025483312686230175 0.0019453815811098043 -0.019232112369355406 0.00074133141281453843 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0.00129782 0.0026465 0.00642914 0.00199529 0.0112497 0.0068809 -0.00365774 0.0134842 -0.000177263 1.96074e-05 -0.000136244 -0.00303774 -0.00603318 0.000126037 internal_weight=323354 137.752 54.6781 25.9124 83.0737 76.0937 12.1883 323216 93368.1 3641.76 2217.74 1149.46 1424.02 1068.28 89726.3 35811.4 15308.3 7996.81 1348.84 702.602 646.241 570.797 100.677 559.592 7311.53 20503.1 19634.8 1627.75 908.02 18007.1 internal_count=1410826 937 306 137 631 566 223 1409889 402449 17270 10610 5602 6660 5008 385179 151486 66121 36298 5686 2940 2746 2395 415 2391 29823 85365 81756 6707 3694 75049 is_linear=0 shrinkage=0.03 Tree=770 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 2 2 2 2 3 2 2 0 0 2 0 0 1 1 1 0 3 2 1 2 0 2 3 3 3 split_gain=1.69987 19.6595 14.5512 10.4029 14.598 22.877 23.8701 20.1319 24.9647 18.5872 86.9096 46.1863 45.4591 27.2964 30.2729 21.258 17.3801 16.2904 15.0132 21.2314 14.8909 26.7232 14.5811 13.8613 13.9891 13.6591 12.9623 12.8085 15.6461 16.3744 threshold=13515.104003906252 13771.215820312502 7.0125000476837167 5.4584999084472665 2.6375000476837163 20654.361328125004 15706.645507812502 42314.533203125007 61458.453125000007 3.653500080108643 27583.159179687504 29513.294921875004 79.500000000000014 74.500000000000014 24156.202148437504 77.500000000000014 22.500000000000004 18.500000000000004 -7.4999999999999991 1.0000000180025095e-35 18.500000000000004 4.7190001010894784 21324.808593750004 -5.4999999999999991 45446.361328125007 23.500000000000004 37758.167968750007 2.9229999780654912 3.4465000629425053 4.7190001010894784 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 4 26 6 18 9 23 10 13 -11 -13 16 15 22 -7 -12 -6 27 21 -21 -15 24 -9 -22 -3 -20 -29 -30 right_child=1 3 -4 -5 5 7 -8 8 -10 11 17 12 -14 14 -16 -17 -18 -19 19 20 25 -23 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-5.9258277987177088e-05 0.0060320799693633813 -0.00025054326795737958 -0.0034996429491515051 0.00037695596085971596 -0.016911349876291788 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43.989267349243164 2634.0683943852782 111.61199075728655 144.0019549280405 5789.6944710090756 102.54212032258511 51.069805473089218 27.734603464603424 leaf_count=1051694 3382 63192 1428 201294 157 452 5571 117 24014 3959 7974 5690 991 62 332 105 3446 194 282 60 223 106 181 10667 479 592 24136 420 209 124 internal_value=-1.9981e-05 0.000100446 0.00432363 4.77767e-05 -0.000314238 -0.000990078 -0.00408053 -0.000580408 -0.00150184 0.000789022 -0.000764072 0.00265398 0.00573211 0.00588509 0.0171697 0.00473142 0.00396373 -0.00449712 0.00134967 0.00275402 -0.00364582 0.0128474 0.0146237 -0.00384428 -0.0131055 -0.00704833 0.000205307 0.00885659 0.0130445 0.00299264 internal_weight=323441 79546.3 979.831 78566.5 37417.1 16262.4 1903.42 14359 8583.51 5775.49 3151.23 2624.26 1642.04 1133.06 164.851 85.1466 968.211 2018.17 526.886 489.26 238.814 40.8413 59.3146 2772.27 138.198 197.972 21154.6 250.446 181.347 78.8044 internal_count=1411533 359839 4810 355029 153735 66407 7744 58663 35277 23386 12746 10640 6681 4578 680 348 3898 8168 2173 2016 981 166 243 11263 596 815 87328 1035 753 333 is_linear=0 shrinkage=0.03 Tree=771 num_leaves=31 num_cat=0 split_feature=2 2 0 3 3 2 2 2 2 3 2 2 0 0 2 0 0 1 1 1 0 3 2 1 2 0 1 2 1 3 split_gain=1.5996 18.5077 13.7311 9.78837 13.7371 21.5391 22.4596 18.944 23.4903 17.4933 81.7996 43.4761 42.9966 25.8053 28.6885 20.0169 16.3531 15.3441 14.1045 20.0121 14.0258 25.2353 13.7568 13.0503 13.1707 12.922 12.6418 12.4894 12.162 12.0959 threshold=13515.104003906252 13771.215820312502 12.500000000000002 5.4584999084472665 2.6375000476837163 20654.361328125004 15706.645507812502 42314.533203125007 61458.453125000007 3.653500080108643 27583.159179687504 29513.294921875004 79.500000000000014 74.500000000000014 24156.202148437504 77.500000000000014 22.500000000000004 18.500000000000004 -7.4999999999999991 1.0000000180025095e-35 18.500000000000004 4.7190001010894784 21324.808593750004 -5.4999999999999991 45446.361328125007 23.500000000000004 -20.499999999999996 37758.167968750007 8.5000000000000018 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 2 -2 4 26 6 18 9 23 10 13 -11 28 16 15 22 -7 -12 -6 29 21 -21 -15 24 -9 -22 -3 -28 -13 -20 right_child=1 3 -4 -5 5 7 -8 8 -10 11 17 12 -14 14 -16 -17 -18 -19 19 20 25 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-5.748049880383729e-05 -0.0037486620057292711 0.013812719177922666 0.0057844227230819893 0.00036566978017511521 -0.016366461738711802 -0.0069219354535104381 -0.0059757958085787741 0.0062571724431877886 -0.00037284846542239952 -0.0024171495359744661 -0.0047642130118392004 0.0029810325676047911 0.017440661107278398 -0.010261677215175131 0.029672101402024045 -0.017427658934046936 0.0052564346722651072 0.012707829173302857 -0.0020697656088773434 0.043592996019354027 -0.019393253542678169 -0.0054091626487572609 0.022756757184294995 -0.0032576851082519202 -0.01723910843041981 -0.0021581285202220877 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0.00556254 0.00571062 0.016699 0.00459465 0.00384463 -0.00436328 0.00131096 0.00267543 -0.00354053 0.0124709 0.0142119 -0.00372908 -0.012717 -0.0068455 0.00019915 0.000159643 0.00357771 0.00860608 internal_weight=323435 79540.4 979.332 78561.1 37414.2 16259.8 1902.46 14357.3 8583.34 5773.95 3150.35 2623.6 1641.37 1132.68 164.424 85.06 968.257 2017.67 526.279 488.568 238.546 40.8144 59.2049 2772.18 138.148 197.732 21154.4 21093.2 1406.37 250.022 internal_count=1411533 359839 4810 355029 153735 66407 7744 58663 35277 23386 12746 10640 6681 4578 680 348 3898 8168 2173 2016 981 166 243 11263 596 815 87328 86881 5690 1035 is_linear=0 shrinkage=0.03 Tree=772 num_leaves=31 num_cat=0 split_feature=2 2 3 3 3 3 3 0 3 3 2 0 1 1 2 3 1 3 2 2 0 0 2 0 1 2 0 2 0 0 split_gain=1.50528 17.4229 12.933 9.95522 20.5184 16.106 12.4924 10.9325 9.21016 12.9508 30.1352 21.0979 24.4936 27.0352 17.5251 45.0158 22.4095 16.6318 37.853 25.7751 51.4778 24.742 53.2581 31.4394 18.3706 16.3529 15.28 14.7213 14.5084 19.0417 threshold=13515.104003906252 13771.215820312502 7.0125000476837167 5.0659999847412118 5.9049999713897714 6.4175000190734872 2.0774999856948857 57.500000000000007 5.4584999084472665 2.5095000267028813 19411.564453125004 26.500000000000004 1.0000000180025095e-35 -8.4999999999999982 27583.159179687504 3.4465000629425053 -21.499999999999996 3.0835000276565556 33836.650390625007 42314.533203125007 79.500000000000014 21.500000000000004 30543.693359375004 76.500000000000014 16.500000000000004 14054.634277343752 78.500000000000014 15706.645507812502 45.500000000000007 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 6 -5 -6 7 -2 9 28 11 12 13 -11 15 -12 -17 18 24 20 21 -19 23 -23 -16 -14 -18 -15 29 -3 right_child=1 8 -4 4 5 -7 -8 -9 -10 10 14 -13 25 27 17 16 26 19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-5.5756093288018409e-05 0.0036846940603861389 0.0017485045149396824 -0.0033026564395790378 0.018450185047780253 -0.0023618515287912212 0.016566515430804587 -0.0048854829082531463 0.018782424906926394 0.00035472105722644663 -0.014906987683029376 0.0052605058349741458 -0.008741616900465576 0.013957663397459687 0.010714925544967622 -0.010105847507382113 -0.029978834665293896 -0.00041993799536428156 0.0033046297291003759 -0.0011313053065115735 -0.0012848270960517836 0.014403837576826783 0.0045871508979042682 -0.0060655480472592864 0.032064464121454597 0.018586652535272346 -0.0084381990895688857 -0.0097101510379006654 0.00052610962813703075 0.0011484027092716273 -0.0011724353769588366 leaf_weight=243894.32351031509 287.41274099051952 2625.643554918468 175.61342176888138 139.03498245403171 134.65101283788681 57.835709296166897 133.51192976534367 50.794199839234352 41144.484979275614 75.99638643860817 1458.3527693152428 678.08318717777729 31.315535634756088 198.71540190279484 637.63065314292908 26.594603762030602 880.20739762485027 1502.6986399739981 2543.7603283077478 7066.2227212190628 275.6725969016552 209.8560286462307 879.64776372164488 45.62525486946106 20.736095637083054 465.80389270186424 194.55530926585197 356.75538536906242 8688.9729097038507 8547.7087199389935 leaf_count=1051694 1186 10602 1428 622 570 245 549 210 201294 310 5891 2765 128 827 2576 112 3537 6072 10370 29089 1159 845 3569 189 85 1904 793 1435 36512 34965 internal_value=-1.87974e-05 9.45379e-05 0.00407225 0.00568463 0.00966854 0.00332548 0.00288476 0.00595217 4.49727e-05 -0.000295691 -0.000889533 -0.0045592 -0.00204629 0.00187506 -0.000468364 0.00180317 -0.00277482 -0.000909461 -0.00279069 -0.000305843 0.00206853 0.000779394 -0.00256355 0.0094942 -0.00920214 -0.00702739 -0.00210167 0.00417108 0.000228964 -0.000486039 internal_weight=323428 79533.9 978.854 803.241 331.522 192.487 471.719 338.207 78555 37410.6 17548.2 1806.67 1128.59 631.467 15741.6 2559.71 1101.36 13181.9 3202.13 9979.72 2913.5 2637.83 1135.13 255.481 658.367 497.119 1074.76 555.471 19862.3 11173.4 internal_count=1411533 359839 4810 3382 1437 815 1945 1396 355029 153735 71656 7369 4604 2572 64287 10333 4442 53954 13031 40923 11834 10675 4603 1034 2661 2032 4330 2262 82079 45567 is_linear=0 shrinkage=0.03 Tree=773 num_leaves=31 num_cat=0 split_feature=0 1 2 0 1 2 2 2 0 0 2 0 2 2 0 2 2 0 2 0 0 2 0 0 2 0 1 0 0 2 split_gain=1.48522 9.13161 35.217 14.1445 13.8488 16.1172 9.90771 20.9026 11.0323 9.42029 11.3762 10.4452 9.08409 10.5234 9.04389 8.94881 24.2132 25.5104 22.258 18.3802 22.6856 17.7734 33.4462 16.1164 76.4123 62.6308 30.8776 15.0803 34.3223 14.6 threshold=41.500000000000007 -2.4999999999999996 607.01678466796886 15.500000000000002 -7.4999999999999991 99992.636718750015 28435.229492187504 61458.453125000007 3.5000000000000004 31.500000000000004 279.21791076660162 38.500000000000007 320.40057373046881 346.46589660644537 13.500000000000002 1572.3760986328127 2799.732299804688 7.5000000000000009 2661.5908203125005 3.5000000000000004 6.5000000000000009 1116.587829589844 10.500000000000002 30.500000000000004 1748.5217285156252 26.500000000000004 1.0000000180025095e-35 17.500000000000004 21.500000000000004 2748.945678710938 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 14 6 -6 8 -8 -4 12 -11 -12 -5 -14 -1 21 17 18 -17 -20 -21 -3 -23 25 -25 27 29 -19 -29 -26 right_child=-2 15 4 9 5 -7 7 -9 -10 10 11 -13 13 -15 -16 16 -18 23 19 20 -22 22 -24 24 26 -27 -28 28 -30 -31 leaf_value=0.0028805247547563232 -9.673998603629749e-05 9.2892593929807453e-05 0.018120163705897026 0.0036355253214395257 0.0021253997991087107 -0.0021735489196084922 -0.0061604193462512268 0.0018763095885867614 0.00050817548656473049 -0.0019512722157609204 -0.0085635441124306717 0.0021502769003357912 -0.0096604010647252745 -0.00099865986096511045 0.025999149589997834 0.0026224703566163502 -5.5727410099197402e-05 -0.0034060093626956771 -0.032396173224105471 0.0022011997824309295 -0.020956548026692921 -0.0016509334901797397 0.0032755810990755508 0.012634758155264044 0.00088922187567135687 -0.011163780850350585 -0.0056668913193747951 0.0046926450045651664 -0.0035331862768306957 0.016313702663536846 leaf_weight=38.658082362264395 129821.7631228962 49273.206617131829 32.308793005708139 340.51132641732693 10621.726110419841 847.51304431306198 641.77241481328383 533.29135704733199 3467.0256458893418 1056.0658780932426 557.05408182740211 96.012854605913162 138.74371774494648 1400.507398314774 25.128154270350933 1684.7140720486641 109084.15222279332 2675.506378158927 24.118562117218971 130.65379177033901 53.727084293961525 1757.4069150984287 4214.6477482616901 348.03499110043049 687.70008438825607 781.35683818161488 1177.7669940888882 820.69481928646564 1028.8021082878113 60.052610531449318 leaf_count=248 559490 210043 571 1576 49493 4905 3440 4383 17946 4530 2348 407 591 6146 154 8219 478227 11755 166 595 237 7908 18014 1437 2836 3228 4747 3385 4258 250 internal_value=-1.82325e-05 3.44123e-05 0.000644903 -0.00201521 0.00124678 0.00180773 -0.000129572 -0.00251303 0.000670784 -0.00226409 -0.00387599 -0.00698842 -0.000798512 -0.0017794 0.0119879 -3.51234e-05 -0.00018207 -0.00163692 0.00147813 -0.00776831 -0.00454678 0.000280226 0.00182585 -0.00241496 -0.000301616 -0.00332043 -0.00263985 -0.00196608 0.00011694 0.00212797 internal_weight=323421 193599 19796.3 3652.68 16143.6 11469.2 4674.4 1175.06 3499.33 3588.9 1709.13 653.067 1879.76 1539.25 63.7862 173803 118557 9473.13 1893.21 208.499 184.381 55245.3 5972.05 7579.91 2273.55 5306.36 1925.52 4525 1849.5 747.753 internal_count=1411533 852043 96738 16000 80738 54398 26340 7823 18517 15598 7285 2755 8313 6737 402 755305 519340 41113 9217 998 832 235965 25922 31896 9270 22626 7833 19398 7643 3086 is_linear=0 shrinkage=0.03 Tree=774 num_leaves=31 num_cat=0 split_feature=2 2 0 1 3 3 2 2 2 2 3 2 2 0 0 2 0 0 1 2 1 1 0 3 0 1 1 0 2 1 split_gain=1.42695 16.3876 12.2169 8.93704 8.67274 12.2462 19.4565 20.4551 16.9877 22.0388 15.4254 72.875 39.2636 38.7576 24.5616 27.2116 18.6472 14.9076 14.0492 12.991 12.7973 17.7236 13.0713 23.7698 12.2579 12.0225 11.984 12.5218 11.7213 11.6971 threshold=13515.104003906252 13771.215820312502 12.500000000000002 -1.4999999999999998 5.4584999084472665 2.6375000476837163 20654.361328125004 15706.645507812502 42314.533203125007 61458.453125000007 3.653500080108643 27583.159179687504 29513.294921875004 79.500000000000014 74.500000000000014 24156.202148437504 77.500000000000014 22.500000000000004 18.500000000000004 21324.808593750004 -7.4999999999999991 1.0000000180025095e-35 18.500000000000004 4.7190001010894784 23.500000000000004 -20.499999999999996 -5.4999999999999991 26.500000000000004 37758.167968750007 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 -4 5 25 7 20 10 26 11 14 -12 -14 17 16 19 -8 -13 -16 -7 -22 23 -23 -24 -3 27 -10 -27 -28 right_child=1 4 3 -5 -6 6 8 -9 9 -11 12 18 13 -15 15 -17 -18 -19 -20 -21 21 22 24 -25 -26 28 29 -29 -30 -31 leaf_value=-5.3668393535490696e-05 -0.0035412488072914011 0.013517324104679911 -0.0016961223991886327 0.0068337920540950106 0.00034519916980494395 -0.015533332771855259 -0.0066929006173324281 -0.005680870104739116 -0.015396764251719562 -0.00032380453847897719 -0.0023125246699693693 -0.0044876584598781697 0.0033920073779814771 0.016586649392222642 -0.010110094720441828 0.028825323123975385 -0.016876721756616319 0.0049363250207269081 0.01224644661677664 0.021991049299676445 0.0081721015001018516 0.042476270746131202 -0.018725160030079305 -0.0051266237248176463 -0.0019060373165437354 -0.00028259868352954081 0.0052258578696270938 0.013284757946827271 0.0013037545147387669 -0.0036019652706640033 leaf_weight=243885.86938566912 163.13817740883678 60.742688521742821 131.90119216963649 682.83016574382782 41141.891157286766 37.816545784473419 112.2119113355875 1375.3666338846087 122.59879864007235 5810.771860472858 982.25388833880424 1970.2764731496572 1406.2139537930489 233.64685859531164 15.319635853171347 78.956922508776188 25.874078243970871 856.12819068878889 46.212429657578468 43.742397308349609 249.37736745178699 14.836941406130789 53.514577552676201 25.95674441754818 143.7764340788126 15319.857718467712 142.83275634050369 15.42290275543928 5771.1444135308266 2491.1352933943272 leaf_count=1051694 1368 447 605 2837 201294 157 452 5571 516 24014 3959 7974 5690 991 62 332 105 3446 194 181 1035 60 223 106 592 62870 587 80 24011 10080 internal_value=-1.76845e-05 9.26694e-05 0.00395235 0.00545284 4.46189e-05 -0.000285982 -0.000905197 -0.00375753 -0.000527503 -0.00137378 0.000731139 -0.000684258 0.00243079 0.00527198 0.00540653 0.0161468 0.00436079 0.00358872 -0.00410416 0.0136646 0.00127847 0.00258271 -0.0032718 0.0121869 -0.00646817 0.00018986 -0.00357479 -0.0121918 0.000151476 -0.00312326 internal_weight=323412 79525.7 977.87 814.731 78547.9 37406 16254.2 1900.65 14353.6 8582.76 5770.84 3148.72 2622.11 1639.86 1132.23 163.893 84.9361 968.34 2016.49 59.062 525.279 487.462 238.085 40.7937 197.291 21151.7 2771.99 138.022 21091 2633.97 internal_count=1411533 359839 4810 3442 355029 153735 66407 7744 58663 35277 23386 12746 10640 6681 4578 680 348 3898 8168 243 2173 2016 981 166 815 87328 11263 596 86881 10667 is_linear=0 shrinkage=0.03 Tree=775 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 1 1 2 2 2 2 0 2 2 0 0 2 2 0 2 0 1 2 2 0 2 0 1 0 2 split_gain=2.53714 7.62897 6.84035 9.299 10.6109 10.5516 9.09876 26.5394 19.557 17.2179 26.8974 21.6897 18.6625 11.7915 17.45 12.01 15.6365 10.4142 8.22329 25.3716 7.85082 15.3018 7.53863 7.23693 14.7708 15.3532 9.11797 6.73084 6.63471 6.59241 threshold=16.500000000000004 15354.050781250002 8.5000000000000018 3997.433227539063 5808.2832031250009 10.500000000000002 2.5000000000000004 3673.077514648438 3673.2597656250005 12078.030273437502 36319.728515625007 5.5000000000000009 33836.650390625007 1957.453552246094 14.500000000000002 12.500000000000002 1148.0775146484377 21922.121093750004 7.5000000000000009 24919.096679687504 6.5000000000000009 3.5000000000000004 20021.907226562504 42314.533203125007 6.5000000000000009 45446.361328125007 4.5000000000000009 6.5000000000000009 7.5000000000000009 715.63015747070324 decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 -4 -1 13 -9 -10 11 17 18 15 28 27 29 -11 19 22 21 -14 -13 26 -25 -26 -12 -8 -15 -17 right_child=1 -3 3 4 -6 -7 7 8 9 10 23 12 20 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=0.00020930045290613181 1.9253969021814352e-05 -0.00044574464762007663 0.023529887350676175 -0.0268399460174918 0.002626064556423926 0.0026537341212909864 0.0024113301977122625 0.0089988463675340098 -0.005269427735004919 0.012966691055123781 -0.024535541332834306 -0.0040226931960626296 0.034491842530347518 -0.0053945718109765688 0.012416635903894361 0.0039995428471147169 -0.026299662040874684 -0.015189171934256408 0.0047827441843769714 0.00671160403009851 0.00062665828947591523 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0.00378412 0.0017389 0.012603 0.000129697 -0.00132703 -5.00404e-05 -0.000714442 0.000532905 0.00344341 0.00456489 -0.00643897 -0.0124788 -0.00403647 -0.00814398 -0.0107773 0.00360679 -0.00228445 0.0200168 0.025518 -0.0165637 -0.00335175 -0.00247379 -0.00483505 -0.0114413 0.000993001 -0.0155099 -0.00545264 internal_weight=323585 252503 71082.2 464.011 376.659 87.3525 70618.2 3658.99 2927.64 2727.39 2141.07 1224.01 1134.54 731.343 208.124 523.219 288.007 89.4723 1068.3 177.76 66.2399 51.6003 68.7053 917.067 827.282 614.179 89.7844 235.212 185.535 250.825 internal_count=1412003 1071810 340193 2015 1573 442 338178 15623 12166 11282 8836 5036 4647 3457 1028 2429 1316 389 4343 746 304 245 288 3800 3422 2533 378 1113 930 1150 is_linear=0 shrinkage=0.03 Tree=776 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 1 1 2 2 2 2 0 2 2 0 0 2 2 0 2 0 1 2 2 0 2 0 3 1 2 split_gain=2.38709 7.17806 6.43089 8.68032 10.0461 9.78228 8.5699 25.055 18.3561 16.2154 25.3322 20.4418 17.7789 11.2272 16.5372 11.3438 14.9057 9.82528 7.73843 23.9418 7.53222 14.734 7.15523 6.80383 13.9085 14.4602 8.60036 6.44987 10.6806 13.7368 threshold=16.500000000000004 15354.050781250002 8.5000000000000018 3997.433227539063 5808.2832031250009 10.500000000000002 2.5000000000000004 3673.077514648438 3673.2597656250005 12078.030273437502 36319.728515625007 5.5000000000000009 33836.650390625007 1957.453552246094 14.500000000000002 12.500000000000002 1148.0775146484377 21922.121093750004 7.5000000000000009 24919.096679687504 6.5000000000000009 3.5000000000000004 20021.907226562504 42314.533203125007 6.5000000000000009 45446.361328125007 4.5000000000000009 5.9049999713897714 1.0000000180025095e-35 11817.106933593752 decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 -4 27 13 -9 -10 11 17 18 15 -15 -8 -17 -11 19 22 21 -14 -13 26 -25 -26 -12 28 -1 -30 right_child=1 -3 3 4 -6 -7 7 8 9 10 23 12 20 14 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31 leaf_value=1.0330810735652818e-05 1.8676316558474409e-05 -0.00043237011595496493 0.022618653072315722 -0.026221044559043356 0.0025479159592904609 0.0025707816040174488 0.00096275175514425547 0.008705460851745608 -0.0051159291586108198 0.012521640683456549 -0.023823448756221388 -0.0039055377140589493 0.033939172349102438 -0.015152994917582655 0.012003620223400038 -0.0052993030665206067 -0.025731012728383369 -0.014782985548433053 0.0046407957726643696 0.0065169290307794262 0.00060788706629667213 -0.0040896476062998203 -0.023818452488920238 0.0042044343563452796 0.021873666180572585 -0.0054918380277295632 -0.0043237530848586978 8.6753815513050388e-05 0.00080517645327199817 0.0044489122204231053 leaf_weight=4943.1980695949169 215253.05844830722 37249.794105834793 42.002835854887962 11.261071011424063 365.22910295426846 45.780252382159233 235.28255349397659 200.78512334823608 585.79874926805496 14.081748217344282 31.18807727098465 26.476504728198051 39.085105866193771 184.22997039556503 22.664255425333977 250.35362480580807 36.867848783731461 75.203602999448776 890.24552215635777 108.94444388151169 14.638851389288901 11.979819610714911 42.007019385695457 212.96132662892342 17.900474160909653 595.80823956429958 58.614023387432098 57924.322355012817 2655.7513440549374 1433.9661790132523 leaf_count=25575 917229 154581 197 49 1524 245 1113 884 2446 64 128 112 189 930 98 1150 166 325 3597 458 59 56 176 889 72 2461 250 280297 10867 5816 internal_value=-4.63209e-06 -4.78631e-05 0.000148948 0.00366817 0.00168742 0.0121634 0.000125809 -0.00128874 -4.85594e-05 -0.000693594 0.000517455 0.00334393 0.00443269 -0.00626326 -0.0121781 -0.00392117 -0.00792192 -0.0104766 0.00350059 -0.00222042 0.0195791 0.0250176 -0.0161199 -0.00325334 -0.00240138 -0.00469365 -0.011096 0.000203028 0.000948642 0.00208277 internal_weight=323579 252503 71076.6 464.273 376.49 87.7831 70612.4 3655.12 2925.72 2724.93 2139.13 1222.66 1133.38 729.398 206.894 522.504 287.221 89.2854 1067.67 177.428 65.7038 51.0649 68.4835 916.472 826.67 613.709 89.8021 66957.2 9032.92 4089.72 internal_count=1412003 1071810 340193 2015 1573 442 338178 15623 12166 11282 8836 5036 4647 3457 1028 2429 1316 389 4343 746 304 245 288 3800 3422 2533 378 322555 42258 16683 is_linear=0 shrinkage=0.03 Tree=777 num_leaves=31 num_cat=0 split_feature=0 2 3 2 3 2 0 2 2 3 3 2 2 0 3 2 1 0 0 0 1 1 1 3 2 2 0 0 0 2 split_gain=2.24592 6.7538 6.40348 22.7981 21.1162 49.9907 28.9742 23.2901 17.464 46.0187 19.2443 22.4385 17.4133 25.0648 14.5891 20.5021 15.2426 14.5155 13.9912 20.4214 18.593 14.8656 13.6862 13.1413 34.6328 12.3908 11.2002 24.0708 10.504 16.3697 threshold=16.500000000000004 15354.050781250002 2.6375000476837163 20654.361328125004 2.1755000352859502 21324.808593750004 39.500000000000007 27583.159179687504 26691.365234375004 3.2575000524520878 3.0835000276565556 33836.650390625007 16861.583007812504 70.500000000000014 2.3904999494552617 22629.428710937504 -2.4999999999999996 94.500000000000014 78.500000000000014 73.500000000000014 1.0000000180025095e-35 -21.499999999999996 17.500000000000004 2.9229999780654912 23400.180664062504 21324.808593750004 78.500000000000014 81.500000000000014 25.500000000000004 15706.645507812502 decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 12 -3 14 9 23 11 22 13 -6 -7 -16 -17 26 19 20 21 -4 -10 24 -5 -25 -11 -28 29 -23 right_child=1 2 3 8 5 7 -8 -9 10 17 -12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 28 -24 25 -26 -27 27 -29 -30 -31 leaf_value=0.00014448007738469308 1.8115998785129e-05 -0.0023762856831677764 -0.025916832297514781 0.015069296958223446 0.0047607512473362701 -0.0076443224294090095 0.0004266632595053021 0.0015274922317523188 -0.0089799984474372464 0.00039009861852759174 -0.00030089923955292484 -0.001584611270576344 0.010162604980334394 -0.022609504507230753 0.011036345968927257 -0.023342066251306411 -0.0017302759764609369 0.021400690410369641 0.00011766053033869678 -0.014485470834089182 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internal_value=-4.49493e-06 -4.64272e-05 -0.000419397 -0.00081867 -3.19044e-05 0.00173249 -0.00060169 0.000113239 -0.000456695 0.00226358 -0.000808534 -0.00315485 0.00775379 0.00110102 -0.00396238 -0.000155794 -0.00373502 -0.00129292 -0.00390838 -0.00553404 -0.00403592 -0.000645842 -0.00812718 0.00845537 0.0046292 0.0129603 -0.00177481 -0.00575521 0.0001687 0.00238967 internal_weight=323576 252503 37250 18346.1 18903.9 4614.53 14289.3 3636.58 16422.2 1880.78 14541.4 2586.49 977.951 259.966 936.822 460.614 349.003 1194.61 1923.94 1370.54 1174.05 649.962 620.766 686.17 371.036 315.134 1169.77 412.093 629.667 473.951 internal_count=1412003 1071810 154581 76514 78067 18786 59281 14821 68642 7668 60974 10525 3965 1054 3792 1858 1409 4894 7872 5555 4756 2618 2513 2774 1497 1277 4772 1721 2535 1907 is_linear=0 shrinkage=0.03 Tree=778 num_leaves=31 num_cat=0 split_feature=0 2 1 0 1 1 2 2 0 0 3 1 2 2 1 1 2 2 2 2 0 2 2 2 2 2 0 2 0 1 split_gain=2.11323 6.35525 6.25102 10.733 8.62436 11.0455 19.9094 7.64367 9.42136 8.73978 6.5867 6.0463 8.10546 9.52559 9.07718 8.07122 23.6476 17.2303 15.2707 23.8584 19.2659 16.9405 10.6898 9.26982 8.11427 13.0617 7.28225 22.5937 7.22933 14.1936 threshold=16.500000000000004 15354.050781250002 2.5000000000000004 39.500000000000007 23.500000000000004 5.5000000000000009 20021.907226562504 17336.302734375004 42.500000000000007 75.500000000000014 1.0205000042915346 8.5000000000000018 3997.433227539063 5947.2192382812509 10.500000000000002 2.5000000000000004 3673.077514648438 3673.2597656250005 12078.030273437502 36319.728515625007 5.5000000000000009 33836.650390625007 3061.900268554688 21922.121093750004 2902.4506835937505 2704.067260742188 7.5000000000000009 24919.096679687504 6.5000000000000009 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=11 -2 10 4 5 6 -4 8 -5 -10 -3 15 14 -14 -13 -1 22 -18 -19 20 23 26 24 -20 25 -17 27 -22 29 -23 right_child=1 2 3 7 -6 -7 -8 -9 9 -11 -12 12 13 -15 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42.356539443135262 11.91381500661373 364.40346258878708 45.840063527226448 612.71365481615067 201.30106450617313 585.3040372133255 14.141370132565497 915.87732653319836 68.258920088410378 38.526033103466034 72.597319900989532 74.95736663043499 16.055662140250206 26.208965957164764 889.94559137523174 108.83319775760174 14.638031542301176 11.997737631201742 leaf_count=322555 917229 732 698 67 627 4754 4090 9452 681 163 133317 197 52 1521 245 2860 884 2446 64 3800 288 189 374 325 80 143 3597 458 59 56 internal_value=-4.36043e-06 -4.50352e-05 -0.000406849 0.000598886 -0.000810884 -0.00127129 0.000735915 0.00201479 -0.00336461 -0.00165142 -0.00055703 0.000140148 0.00355163 0.00163314 0.0117374 0.000117704 -0.00125581 -5.1455e-05 -0.000677689 0.000498125 0.00324304 0.00430006 -0.00609554 -0.0101887 -0.00488491 -0.00541423 0.00339322 -0.00216258 0.0191497 0.0245283 internal_weight=323571 252500 37247.1 4839.31 2424.9 2274.29 1183.46 2414.4 216.417 201.335 32407.8 71071.2 464.514 376.317 88.1966 70606.6 3651.36 2923.78 2722.48 2137.18 1221.3 1132.2 727.576 89.0987 654.978 638.923 1067.04 177.092 65.1618 50.5238 internal_count=1412003 1071810 154581 20532 10169 9542 4788 10363 911 844 134049 340193 2015 1573 442 338178 15623 12166 11282 8836 5036 4647 3457 389 3083 3003 4343 746 304 245 is_linear=0 shrinkage=0.03 Tree=779 num_leaves=31 num_cat=0 split_feature=0 2 0 1 0 1 2 2 1 0 0 1 0 2 2 1 0 0 2 0 1 0 2 2 2 2 0 0 1 0 split_gain=1.9999 5.62978 9.83206 17.3102 15.3621 12.7918 11.6871 15.5562 19.289 14.6645 12.0642 12.9769 11.8963 21.5685 19.5998 12.321 11.44 11.4184 14.7924 11.3436 19.8518 21.3926 24.1239 25.2667 18.3074 11.4924 40.8141 20.7027 17.2796 32.1695 threshold=18.500000000000004 9587.6123046875018 50.500000000000007 -20.499999999999996 62.500000000000007 -7.4999999999999991 19411.564453125004 24919.096679687504 -5.4999999999999991 54.500000000000007 57.500000000000007 1.5000000000000002 61.500000000000007 14993.919433593752 11270.709472656252 1.5000000000000002 60.500000000000007 33.500000000000007 94085.273437500015 41.500000000000007 -2.4999999999999996 39.500000000000007 12078.030273437502 17792.297851562504 15706.645507812502 11817.106933593752 19.500000000000004 37.500000000000007 1.0000000180025095e-35 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 5 -4 6 17 12 8 -8 -10 11 -11 -5 14 -14 -15 -9 18 -3 20 -7 25 -23 24 -24 26 -22 28 -28 -30 right_child=1 2 3 4 -6 19 7 16 9 10 -12 -13 13 15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.00012413123153300881 2.4883799890851203e-05 -0.0065223544871239767 0.023420022677519459 0.0030837322781005162 -0.00041435089747074064 0.002488927712632755 -0.018955087806633967 0.00023526922547455927 -0.0085504076822597273 0.013070902316282459 -0.0024508374264947089 -0.0042151130213964813 -0.012425089562099386 -0.021421495577704067 0.011693138573432391 0.0072385365307915958 0.0060645392728912936 0.0010125547216055105 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72305 2596 899 626 2355 internal_value=-4.23131e-06 -4.75673e-05 -0.000336671 0.000194911 0.000159651 -0.000680081 0.00142767 -8.10603e-05 -0.0034172 -0.00209848 0.000520857 0.00709872 0.00260544 -0.0041285 0.00338671 -0.0158452 0.0015361 -0.00364599 -0.00540643 -0.000548272 -0.000269199 -0.000548357 0.00309036 0.000962365 -0.00398216 -0.000799459 -0.00301518 -0.00506266 -0.00643946 -0.00966235 internal_weight=323566 241899 48473.5 19024.5 18995.6 29449.1 5919.34 2595.07 847.242 780.961 555.457 172.851 3324.28 220.453 134.307 86.1462 1747.83 1253.07 909.407 28196 23204.8 21072 1360.28 1059.64 495.335 19711.8 1903.36 1563.69 1349.07 709.645 internal_count=1412003 1027413 201121 80845 80538 120276 24824 11054 3505 3200 2277 713 13770 903 551 352 7549 5279 3803 114997 94408 85703 5531 4313 2024 80172 7867 6476 5577 2981 is_linear=0 shrinkage=0.03 Tree=780 num_leaves=31 num_cat=0 split_feature=1 3 0 2 0 0 1 2 2 2 2 2 1 1 2 0 2 1 2 2 1 2 2 0 2 0 2 1 0 0 split_gain=1.81706 7.20112 11.9938 14.7632 9.18836 9.51527 22.7576 13.7992 9.87626 8.57729 7.90483 12.2524 7.69907 7.68002 7.39314 6.59426 6.52554 6.50463 7.2001 6.26042 5.49606 5.47696 7.03087 14.2441 5.36988 5.0254 6.27831 6.16087 4.92316 4.72772 threshold=-11.499999999999998 1.2994999885559084 46.500000000000007 3673.2597656250005 12.500000000000002 22.500000000000004 -12.499999999999998 14362.723632812502 3232.175903320313 13771.215820312502 5009.0314941406259 1045.9146118164065 -19.499999999999996 -28.499999999999996 1193.5148925781252 19.500000000000004 518.40026855468761 -33.499999999999993 83842.167968750015 2958.6174316406255 -28.499999999999996 3673.2597656250005 9801.5458984375018 15.500000000000002 47442.083984375007 18.500000000000004 5009.0314941406259 -18.499999999999996 19.500000000000004 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 12 19 13 6 7 8 16 -5 11 -8 -1 14 -3 -12 -6 29 20 -4 -19 -10 23 -23 28 27 -27 -25 -22 -9 right_child=-2 4 3 9 5 -7 10 17 21 -11 15 -13 -14 -15 -16 -17 -18 18 -20 -21 24 22 -24 25 -26 26 -28 -29 -30 -31 leaf_value=-0.0049865807073887179 2.1648088023667155e-05 0.034431420718364032 -0.00066662556992738708 0.020349757532310261 0.016360366302740799 -0.00071727240563860021 -0.0027877489665401687 -0.0015426133319691184 0.014062866716187424 0.0030312574115751718 6.1783200836383495e-05 -0.031339369792156173 0.014305594783852189 0.0037671762731700401 -0.0043926539182673049 -0.019679194936450494 -0.0072253131743881356 -0.02460757048410208 0.0024725107484187842 -0.010612509833892732 -0.0023752324382238441 -0.036358336675815131 0.008302737054034762 -0.00041106960868858696 -0.017275170460871066 -0.026444782129865105 8.215573112380336e-05 0.0287730487161304 -0.011967509432176492 0.027633967091586109 leaf_weight=22.86469142884016 319321.95467307081 4.5276024565100661 323.58970409631729 43.888927094638348 11.515885122120379 1746.3597312793136 18.803952500224113 13.951002556830646 45.806667372584343 62.23355633020401 35.247948750853539 48.20243339240551 100.22354479134083 511.89470562309725 176.52031020546565 26.814162448048592 126.86230726540089 21.277010917663574 49.497873142361641 69.126197531819344 113.20687829703093 10.175605520606039 103.85331672057509 15.205033279955389 52.228659316897392 9.0967541933059675 68.469581551849842 11.384536206722258 83.802506342530251 7.7889406755566588 leaf_count=141 1387728 52 1783 226 68 8922 93 103 244 354 161 213 568 4009 2272 116 673 98 204 330 507 54 669 88 221 51 396 56 344 53 internal_value=1.3753e-05 -0.000627023 0.002335 0.000265536 -0.00118315 -0.00199579 -0.00455279 -0.00253573 0.00122931 0.0101936 -0.0161818 -0.0233269 0.0107219 0.0018889 -0.00342175 -0.00846738 -0.0052625 -0.00696858 -0.00804733 -0.00241731 -0.00997222 0.00463217 0.00265225 -0.00248039 -0.00872282 0.000829343 -0.00302885 0.0120843 -0.00645553 0.00891071 internal_weight=323256 3934.42 621.927 498.838 3312.49 2619.55 873.191 744.123 402.37 106.122 129.068 67.0064 123.088 692.943 181.048 62.0621 138.378 341.753 320.013 392.716 270.515 263.991 218.185 114.332 249.238 104.156 77.5663 26.5896 197.009 21.7399 internal_count=1410797 23069 3402 2693 19667 13334 4412 3829 2299 580 583 306 709 6333 2324 277 741 1530 1374 2113 1170 1558 1314 645 1072 591 447 144 851 156 is_linear=0 shrinkage=0.03 Tree=781 num_leaves=31 num_cat=0 split_feature=1 3 0 2 0 0 1 2 2 2 1 2 2 1 2 0 2 1 2 2 2 2 0 1 2 1 0 1 2 2 split_gain=1.7084 6.78069 11.3623 13.9427 8.64527 8.94936 21.2901 12.9879 9.29805 8.19105 7.31971 7.29905 11.3397 7.23441 7.10339 6.20628 6.1542 6.12471 6.77195 5.85838 5.20758 6.64566 13.1519 5.10583 5.04652 4.87649 4.74959 5.90227 5.81568 4.68174 threshold=-11.499999999999998 1.2994999885559084 46.500000000000007 3673.2597656250005 12.500000000000002 22.500000000000004 -12.499999999999998 14362.723632812502 3232.175903320313 13771.215820312502 -19.499999999999996 5009.0314941406259 1045.9146118164065 -28.499999999999996 1193.5148925781252 19.500000000000004 518.40026855468761 -33.499999999999993 83842.167968750015 2958.6174316406255 3673.2597656250005 9801.5458984375018 15.500000000000002 -28.499999999999996 47442.083984375007 -22.499999999999996 18.500000000000004 -18.499999999999996 5009.0314941406259 7128.9062500000009 decision_type=2 2 2 2 2 2 2 2 2 2 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 19 13 6 7 8 16 -5 -1 12 -8 14 -3 -13 -6 -9 23 -4 -10 22 -22 -19 25 -25 27 -24 -28 -30 right_child=-2 4 3 9 5 -7 11 17 20 -11 -12 15 -14 -15 -16 -17 -18 18 -20 -21 21 -23 26 24 -26 -27 28 -29 29 -31 leaf_value=-0.0048230030092246386 2.0998624467942259e-05 0.034291637254690935 -0.00064640838373445524 0.019917887322638491 0.016007056790224638 -0.0006955604741191089 -0.002700803822403783 0.0086875368214685104 0.013737713700873544 0.0029446214371882571 0.013978749165091559 5.9930649226657369e-05 -0.030121874561001058 0.0036623453791973151 -0.0042480983980777631 -0.019092625784424878 -0.0069838169156236276 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627 51 56 63 333 internal_value=1.33441e-05 -0.00060805 0.00226818 0.000257951 -0.00114745 -0.00193523 -0.00441498 -0.00246023 0.00119433 0.00993366 0.0104574 -0.0156397 -0.0224699 0.00183436 -0.00331114 -0.00821413 -0.00509141 -0.00676073 -0.00780504 -0.00234232 0.00450543 0.00257774 -0.00240071 -0.0096713 -0.00846366 -0.00626464 0.000805655 0.0117856 -0.00293272 7.96944e-05 internal_weight=323255 3933.52 621.186 498.755 3312.34 2620.11 873.276 743.753 402.073 105.645 122.431 129.522 67.466 692.223 181.455 62.0564 138.723 341.68 320.045 393.11 263.35 217.861 114.495 270.561 249.166 196.925 104.139 26.4508 77.6886 68.4666 internal_count=1410797 23069 3402 2693 19667 13334 4412 3829 2299 580 709 583 306 6333 2324 277 741 1530 1374 2113 1558 1314 645 1170 1072 851 591 144 447 396 is_linear=0 shrinkage=0.03 Tree=782 num_leaves=31 num_cat=0 split_feature=1 3 0 2 0 0 1 2 2 2 1 1 2 2 2 0 2 1 2 2 2 2 0 1 2 0 0 0 1 2 split_gain=1.60622 6.38469 10.7629 13.1674 8.13408 8.41581 19.9285 12.2193 8.75427 7.82163 6.95809 6.81451 6.82683 6.7486 10.5102 5.84232 5.80442 5.76403 6.36462 5.48349 4.95048 6.2807 12.1606 4.7509 4.7493 4.65706 4.55886 4.4888 5.67616 5.39239 threshold=-11.499999999999998 1.2994999885559084 46.500000000000007 3673.2597656250005 12.500000000000002 22.500000000000004 -12.499999999999998 14362.723632812502 3232.175903320313 13771.215820312502 -19.499999999999996 -28.499999999999996 1193.5148925781252 5009.0314941406259 1045.9146118164065 19.500000000000004 518.40026855468761 -33.499999999999993 83842.167968750015 2958.6174316406255 3673.2597656250005 9801.5458984375018 15.500000000000002 -28.499999999999996 47442.083984375007 19.500000000000004 17.500000000000004 18.500000000000004 -17.499999999999996 5009.0314941406259 decision_type=2 2 2 2 2 2 2 2 2 2 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 19 11 6 7 8 16 -5 -1 12 -3 14 -8 -15 -6 26 23 -4 -10 22 -22 -19 25 -25 -9 28 -24 -29 right_child=-2 4 3 9 5 -7 13 17 20 -11 -12 -13 -14 15 -16 -17 -18 18 -20 -21 21 -23 27 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0046652703623265897 2.0368700928878167e-05 0.034156563761323505 -0.00062681089599369872 0.019494475179727869 0.015659868709648857 -0.0006745115140384555 -0.0026166782892775198 -0.0017643491007535528 0.013418855595641927 0.0028603516206598548 0.013658008567460753 0.0035602245440732819 -0.0041087237718191597 5.8133341115323502e-05 -0.028974324114155865 -0.01852616943277539 -0.0067513183031592244 -0.022903714565389949 0.0023276982142677615 -0.0099036338224111654 -0.033052919464330303 0.0078863325554278801 0.00062096601832727007 -0.0021117370040482923 -0.016248676194551809 -0.01144370554118433 0.027095806863325671 -0.024221053284824542 0.029349709220617574 7.7786046565944477e-05 leaf_weight=22.993082977831364 319321.75355709193 4.2977275215089312 323.80171377956867 43.11856996268034 11.322925593703983 1747.3033763505518 18.848640590906143 13.888803135603668 45.177585914731026 62.056967377662659 98.79339288175106 509.67323402845068 177.54936152597656 35.247105419635773 49.042437374591827 26.79986746609211 127.7315606251359 21.505253657698631 49.470377072691917 69.687542647123337 10.526113644242285 102.88984138891101 16.353651978075508 113.33547926694155 52.24613718688488 83.6534314006567 7.6335361860692492 9.3410893902182561 9.9589348435401899 68.464841783046722 leaf_count=141 1387728 52 1783 226 68 8922 93 103 244 354 568 4009 2272 161 213 116 673 98 204 330 54 669 94 507 221 344 53 51 50 396 internal_value=1.29473e-05 -0.00058964 0.00220325 0.000250582 -0.0011128 -0.00187647 -0.00428097 -0.00238658 0.00116042 0.0096798 0.0101986 0.00178136 -0.00320437 -0.0151206 -0.0216566 -0.00796896 -0.00492642 -0.00655669 -0.0075668 -0.00226975 0.0043822 0.00250547 -0.00232368 -0.00937474 -0.0082074 -0.00607466 0.00847176 0.000782968 0.0114944 -0.00283944 internal_weight=323254 3932.71 620.451 498.665 3312.26 2620.74 873.438 743.5 401.767 105.176 121.786 691.52 181.847 129.938 67.8911 62.047 139.054 341.733 320.211 393.489 262.712 217.534 114.645 270.74 249.235 196.989 21.5223 104.119 26.3126 77.8059 internal_count=1410797 23069 3402 2693 19667 13334 4412 3829 2299 580 709 6333 2324 583 306 277 741 1530 1374 2113 1558 1314 645 1170 1072 851 156 591 144 447 is_linear=0 shrinkage=0.03 Tree=783 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 1 1 0 0 2 0 0 2 1 1 2 2 1 1 2 0 1 2 2 2 2 0 1 2 2 split_gain=1.51032 6.04731 15.6119 21.6707 18.6753 13.3253 11.7757 14.0106 8.92409 6.71649 15.6126 7.05801 6.45396 10.7292 10.1031 10.3014 16.9704 6.68037 6.25144 6.18969 6.05091 5.95043 5.67827 9.34007 5.57444 9.26097 5.73183 20.8383 5.06068 4.9032 threshold=-11.499999999999998 37.500000000000007 7128.9062500000009 3618.2971191406255 46.500000000000007 -14.499999999999998 -16.499999999999996 12.500000000000002 45.500000000000007 3673.2597656250005 66.500000000000014 42.500000000000007 3997.433227539063 -24.499999999999996 -18.499999999999996 755.62243652343761 684.96466064453136 -25.499999999999996 -25.499999999999996 3673.077514648438 67.500000000000014 -35.499999999999993 2490.8103027343755 192.42346954345706 26691.365234375004 65050.789062500007 13.500000000000002 -12.499999999999998 6233.4113769531259 361.94923400878912 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 4 5 8 12 -8 21 11 18 -5 13 17 15 16 -15 19 -11 -1 -4 -3 23 -23 26 -26 27 -9 -12 -28 right_child=-2 2 20 9 -6 -7 7 24 -10 10 28 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-0.0052049302455059636 1.9757639566613385e-05 0.022980089813917852 0.0059003863950703919 -0.030562507931155253 -0.0015307354117744467 0.014611431477524582 0.0031609662911117006 0.0092671145080704797 0.02204684366137254 -0.011822908145240773 -0.011662856983743747 -0.010568226239920622 -0.00081839656804275746 0.0079870094874042591 -0.00062912060229111232 0.015798953750517028 -0.034216286358505064 -0.01865408733329477 0.010910340377746479 0.012329279948335206 0.018741220217674919 -0.018643731395613566 -0.012041934223340449 0.0074934023648607975 -0.013224591347727974 0.0014343369973580248 -0.010637298018008371 -0.025340314399619351 -0.035766772912156249 -0.0023269651107960133 leaf_weight=68.157269209623337 319321.65731529519 8.4557821005582792 201.60391138866544 19.171295061707497 527.54654555767775 139.73912042379379 224.60653261758853 25.047232672572136 16.742140576243401 13.932983025908468 32.373348385095596 92.825718134641647 1059.8596791845048 49.507800281047821 107.91523973364383 125.56217702641152 10.371562898159025 22.840668723336421 49.795065656304359 24.680311601085123 39.498336754739285 15.651533447206019 40.98504713177681 57.546569362282753 154.08441558480263 51.836581215262413 71.13421942293644 41.777603954076767 10.344140350818632 628.11461773514748 leaf_count=447 1387728 57 1118 97 2752 826 1668 132 102 72 151 428 7590 267 569 842 53 145 234 161 281 91 269 329 644 209 332 182 50 2971 internal_value=1.25621e-05 -0.000571834 0.00113522 -0.000480298 0.00178953 0.00806496 -0.00138275 -0.003592 0.00150166 -0.00886236 -0.00346646 -0.0139908 0.000416968 0.00361795 0.00666902 0.0109161 0.000677076 -0.00411949 0.00594013 -0.000543566 0.00800402 -0.00130308 -0.00310136 0.00190465 -0.00515247 -0.00953449 -0.00397458 -0.0123688 -0.0174997 -0.00317237 internal_weight=323253 3931.71 1266.21 1025.11 806.667 279.12 2665.5 1196.6 139.381 218.443 106.446 111.997 1468.89 409.035 293.357 185.442 59.8794 115.678 63.728 92.8376 241.102 122.639 114.183 73.1981 971.995 205.921 766.074 66.8248 42.7175 699.249 internal_count=1410797 23069 6857 5458 4426 1674 16212 6138 848 1032 507 525 10074 2484 1731 1162 320 753 306 608 1399 746 689 420 4470 853 3617 314 201 3303 is_linear=0 shrinkage=0.03 Tree=784 num_leaves=31 num_cat=0 split_feature=1 3 0 2 2 0 0 1 2 2 1 1 2 2 2 0 2 1 2 2 2 2 0 1 0 0 1 2 2 2 split_gain=1.41949 5.82547 9.63919 11.8835 7.47452 7.31727 7.59963 17.7296 11.1811 8.20508 6.56668 6.28134 6.59028 5.95485 9.42779 5.50794 5.49703 5.37169 5.90884 4.83149 4.53882 5.94392 11.2974 4.39756 4.37203 4.24378 5.45888 5.04449 4.43888 4.21324 threshold=-11.499999999999998 1.2994999885559084 46.500000000000007 3673.2597656250005 13771.215820312502 12.500000000000002 22.500000000000004 -12.499999999999998 14362.723632812502 3232.175903320313 -19.499999999999996 -28.499999999999996 1193.5148925781252 5009.0314941406259 1045.9146118164065 19.500000000000004 518.40026855468761 -33.499999999999993 99992.636718750015 2958.6174316406255 3673.2597656250005 9801.5458984375018 15.500000000000002 -27.499999999999996 17.500000000000004 18.500000000000004 -17.499999999999996 5009.0314941406259 7128.9062500000009 607.01678466796886 decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -5 11 7 8 9 16 -1 12 -3 14 -9 -15 -7 24 -19 -4 -11 22 -22 -13 -10 26 -24 -27 -29 -18 right_child=-2 5 3 4 -6 6 -8 13 17 20 -12 23 -14 15 -16 -17 29 18 -20 -21 21 -23 25 -25 -26 27 -28 28 -30 -31 leaf_value=-0.0046999826070725139 1.9164894352965006e-05 0.034045659673008058 -0.00056144599680667642 0.018939355520553109 0.002608983367945988 0.01535754281045198 -0.00063559648634547311 -0.0023366656522987857 -0.0016840792100638691 0.012956447819317211 0.013126085427213843 0.019206982183412748 -0.0039595834095404641 0.00025637939223700806 -0.027224524497232512 -0.01779107871973333 -0.021805061487213891 -0.0087457305590658129 0.0037641493654916418 -0.0092419057556761379 -0.031607415645065966 0.007712790766996408 0.00061230607607238533 0.0029149168691281909 0.026706380008299044 -0.023274761726258014 0.028895274889787957 0.017604448910173723 -0.0032225683951722277 -0.0045854540803293787 leaf_weight=22.977895401418209 319321.56407468184 4.2032944001257411 324.14995232224464 42.623694889247417 61.797585561871529 11.241464294493197 1747.2318960353732 18.923781216144562 13.911277934908869 44.715761780738831 97.581960037350655 15.376193203497676 178.10029952507466 35.301323384046555 49.612055689096451 26.75384347140789 14.408589608967302 281.37524557858706 38.648716032505035 70.207256108522415 10.682629704475401 102.48647132143378 16.351061888039116 492.67362921999302 7.5211775600910178 9.4460211843252164 9.8366628438234311 10.965270832180975 57.536954514682293 113.72092066705227 leaf_count=141 1387728 52 1783 226 354 68 8922 93 103 244 568 123 2272 161 213 116 70 1215 159 330 54 669 94 3886 53 51 50 63 333 603 internal_value=1.21903e-05 -0.00055446 0.00211601 0.00027598 0.00927487 -0.00105398 -0.00177782 -0.00406274 -0.00227064 0.00112403 0.00972856 0.00169382 -0.00308331 -0.0142568 -0.0203526 -0.00752442 -0.0047571 -0.00626117 -0.00723493 -0.00210682 0.00425224 0.00246114 -0.00222646 0.003408 0.00827883 0.000787546 0.011236 -0.00272274 0.000111249 -0.00652186 internal_weight=323252 3930.36 619.338 498.778 104.421 3311.02 2620.67 873.439 742.848 401.392 120.56 690.353 182.304 130.591 68.5358 62.0552 139.371 341.456 320.024 394.357 262.021 217.305 114.819 508.05 21.4325 104.136 26.1877 77.9482 68.5022 128.13 internal_count=1410797 23069 3402 2693 580 19667 13334 4412 3829 2299 709 6333 2324 583 306 277 741 1530 1374 2113 1558 1314 645 4009 156 591 144 447 396 673 is_linear=0 shrinkage=0.03 Tree=785 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 1 0 2 0 0 2 0 2 0 2 1 1 2 2 2 2 1 1 1 2 0 0 2 split_gain=2.09801 16.3029 30.7415 32.4294 19.5446 29.6811 24.2743 20.1441 17.1819 16.5991 30.9973 35.433 19.8396 21.6144 19.8314 31.9282 42.7219 30.194 16.8124 15.9134 17.8193 15.7448 49.8456 15.1604 15.0099 14.8884 14.7404 21.9269 45.4919 15.3119 threshold=10.500000000000002 22629.428710937504 10057.160644531252 8007.5161132812509 9.5000000000000018 14993.919433593752 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 33836.650390625007 6.5000000000000009 9.5000000000000018 35052.082031250007 5.5000000000000009 30543.693359375004 7.5000000000000009 25796.883789062504 -1.4999999999999998 2.5000000000000004 997.99557495117199 1148.0775146484377 14697.978027343752 18871.722656250004 -36.499999999999993 -3.4999999999999996 2.5000000000000004 31594.402343750004 4.5000000000000009 3.5000000000000004 27583.159179687504 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 -4 10 26 14 13 -11 15 16 17 -12 -15 -1 -21 -8 24 -7 -23 -5 29 28 -28 -3 right_child=-2 9 4 25 5 23 21 -9 -10 12 11 -13 -14 18 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0037365995234420919 2.5247264568541378e-05 0.0002064416816546772 -0.0018413364147432873 0.0069317932241552407 -0.011544039241441708 -0.031261466788151122 -0.0015352699929794783 -0.0029298873935536913 0.018712818577393292 -0.016071062591025663 0.013360161046697763 -0.019240650090212832 4.2151169115595981e-05 -0.0045754565184698455 0.010851830213914835 0.0064004329477646343 0.0032767499958275422 -0.013172305130809572 0.019082672586679877 -0.010805851722448412 -0.00061086652469045965 0.005671700778647073 -0.0024682573540967265 0.0020080240916425583 -0.012085417592006624 -0.016251355531458497 0.0054512550533266438 0.0054503758711612104 -0.029993371970949301 -0.0063915320977997823 leaf_weight=758.55884883925319 282078.76980133913 654.98190380074084 56.97899223677814 692.42103274259716 173.35990092158318 12.448341764509676 949.99190025031567 200.35688412562013 102.35416469350457 144.1528810095042 44.72336084395647 58.881995394825935 18560.046400167746 178.1912427470088 360.38573935627937 1384.8343662247062 824.88068069890141 282.02397948503494 31.869082599878311 156.50278915464878 10953.797800833592 44.889332681894302 1401.7438064739108 1266.0750467479229 939.59328046441078 25.86260212957859 85.774517208337784 510.23632933944464 52.558602228760719 612.65313709247857 leaf_count=3796 1199235 3387 1222 3247 728 70 4307 2109 668 659 227 247 101278 856 1617 5970 3618 1174 155 725 55154 258 6084 5354 4111 112 529 2399 231 2836 internal_value=-4.05967e-06 -0.00020316 -0.0008916 -9.28413e-05 -0.00284469 0.000104611 -0.00400328 0.00340125 0.0113625 0.00031014 0.00187165 0.00379838 -9.20745e-05 -0.00712523 0.00426668 0.00333105 -0.000359896 -0.00954069 -0.000986188 -0.000467444 -0.000754476 -0.00480159 -0.00610195 0.0016841 -0.0112757 0.00609706 -0.00110031 0.00257821 -0.00801566 -0.00298239 internal_weight=323600 41521.1 17734.9 12587.1 5147.79 1451.88 3695.91 359.69 159.333 23786.2 4871.93 2955.73 18914.3 354.213 2896.85 2536.46 1151.63 326.747 210.06 11868.9 11110.3 3336.22 2386.23 1278.52 984.483 718.284 1916.2 648.569 138.333 1267.64 internal_count=1412363 213128 87945 63034 24911 6152 18759 3999 1890 125183 22235 12853 102948 1670 12606 10989 5019 1401 1011 59675 55879 14760 10453 5424 4369 3359 9382 3159 760 6223 is_linear=0 shrinkage=0.03 Tree=786 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 1 2 2 0 0 2 0 2 1 2 0 1 2 1 2 2 2 2 1 1 2 0 0 split_gain=1.97371 15.3403 28.927 30.5395 18.3925 27.9044 22.8313 19.0929 16.7679 15.6346 29.2057 33.2801 18.7577 30.091 40.4356 26.2528 18.6599 20.3251 15.9123 15.4688 15.1174 19.8857 46.345 14.9771 16.8887 14.0995 14.0432 13.8715 20.6718 43.0087 threshold=10.500000000000002 22629.428710937504 10057.160644531252 8007.5161132812509 9.5000000000000018 14993.919433593752 2.5000000000000004 1.0000000180025095e-35 14054.634277343752 33836.650390625007 6.5000000000000009 9.5000000000000018 30543.693359375004 7.5000000000000009 26691.365234375004 -1.4999999999999998 35052.082031250007 5.5000000000000009 2.5000000000000004 12925.947753906252 -3.4999999999999996 14697.978027343752 18871.722656250004 997.99557495117199 1193.5148925781252 -36.499999999999993 2.5000000000000004 31594.402343750004 4.5000000000000009 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 23 6 -6 7 8 19 10 27 12 13 14 15 -12 17 -11 -19 -4 -8 -22 -23 -1 -25 -7 -5 -3 29 -29 right_child=-2 9 4 26 5 25 20 -9 -10 16 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.0036259151347383372 2.4489889298599897e-05 -0.0028918241670279313 0.014679068454144328 0.0067294100218593588 -0.011186899326464779 -0.029934349169209843 0.0041024317526357759 -0.0028470294931423347 0.01998259328259186 -0.015581502090441802 0.010596710846007256 -0.018601936652410007 0.010559178049920789 0.0062168423771211592 0.0038143145843580468 -0.011070828621860082 4.0887020389074865e-05 -0.0044309302061624261 0.018660110126248984 -0.013208800249856684 -0.0013538656821792255 -0.01171673805351469 -0.0030100459024116088 -0.0085601077729947957 -0.00055705529718964929 0.0019484781910812563 -0.015833799064206136 0.0052920795937680294 0.0052955938948997137 -0.029224074186670734 leaf_weight=758.26762890070677 282078.77108016703 1268.097125233151 34.873051838018 691.85654416214675 173.52497240900993 12.607720881700514 168.40470565110445 200.00770868360996 86.593187100719661 144.22052123211324 58.814790543168783 59.073648579418659 359.27975977212191 1382.9866012446582 743.37364124134183 348.71973790228367 18559.885267654376 178.47885162383318 31.616900205612183 36.78022584784776 901.85531714558601 940.07619801163673 1326.7882386296988 242.61383740976453 10868.189974192879 1265.6305434852839 25.750018745660782 85.704893011599779 509.40805787593126 52.327409163117409 leaf_count=3796 1199235 6223 298 3247 728 70 954 2109 1094 659 303 247 1617 5970 3264 1452 101278 856 155 498 4031 4111 5664 1119 54760 5354 112 529 2399 231 internal_value=-3.93402e-06 -0.00019706 -0.000864872 -9.00558e-05 -0.00275959 0.000101561 -0.00388362 0.00331332 0.0110994 0.000300916 0.00181716 0.00368896 0.0041441 0.00323451 -0.000349213 -0.0079438 -8.93068e-05 -0.00690915 -0.000956005 0.000363993 -0.00465624 -0.00512172 -0.00662074 -0.000453411 -0.000731809 0.00163401 0.00591977 -0.00106767 0.00250518 -0.00779284 internal_weight=323595 41515.8 17733.8 12586.7 5147.14 1451.76 3695.38 358.254 158.246 23782 4867.79 2952.25 2893.17 2533.89 1150.91 407.535 18914.2 354.316 210.096 71.6533 3337.12 3168.72 2266.86 11869.1 11110.8 1278.24 717.607 1915.54 647.44 138.032 internal_count=1412363 213128 87945 63034 24911 6152 18759 3999 1890 125183 22235 12853 12606 10989 5019 1755 102948 1670 1011 796 14760 13806 9775 59675 55879 5424 3359 9382 3159 760 is_linear=0 shrinkage=0.03 Tree=787 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 1 2 2 0 0 2 0 2 1 2 0 1 2 1 2 2 2 2 1 1 2 0 0 split_gain=1.85673 14.4346 27.2216 28.7595 17.3106 26.236 21.4793 18.1042 16.1311 14.7263 27.5172 31.2638 17.7411 28.3587 38.1463 27.0173 17.5516 19.1153 15.0605 14.5607 14.2181 18.695 43.5812 14.0958 15.9795 13.246 13.1233 13.0548 19.4889 40.6711 threshold=10.500000000000002 22629.428710937504 10057.160644531252 8007.5161132812509 9.5000000000000018 14993.919433593752 2.5000000000000004 1.0000000180025095e-35 14054.634277343752 33836.650390625007 6.5000000000000009 9.5000000000000018 30543.693359375004 7.5000000000000009 25796.883789062504 -1.4999999999999998 35052.082031250007 5.5000000000000009 2.5000000000000004 12925.947753906252 -3.4999999999999996 14697.978027343752 18871.722656250004 997.99557495117199 1148.0775146484377 2.5000000000000004 -36.499999999999993 31594.402343750004 4.5000000000000009 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 23 6 -6 7 8 19 10 27 12 13 14 15 -12 17 -11 -19 -4 -8 -22 -23 -1 -25 -5 -7 -3 29 -29 right_child=-2 9 4 25 5 26 20 -9 -10 16 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=0.0035184809640951002 2.3755174956133133e-05 -0.0028042822640403468 0.01438049745418082 0.006532880196053613 -0.010841751868868382 -0.028688529590116377 0.0039878272106977251 -0.0027663800896126568 0.019653058321533114 -0.015108375001439125 0.012782807059062115 -0.017989400290169925 0.010274065679261391 0.0060383919629391552 0.0031014291986860973 -0.012430729079205186 3.9660865947170432e-05 -0.0042912261881865692 0.018246281596247957 -0.01267488157627698 -0.0013131936903609403 -0.01136010036157372 -0.002918720217008191 -0.010230993983990759 -0.00057388035905261796 -0.015427029840768226 0.0018906815466916357 0.0051374496714610401 0.0051450248557193936 -0.028480940108013691 leaf_weight=757.98253773897886 282078.77219326654 1268.447691662237 34.53436947055161 691.298299533315 173.6753141283989 12.758202418684958 168.05251378566027 199.66867132112384 85.421681338455528 144.27390234917402 44.242311283946037 59.249788761138916 358.18932037055492 1381.1698649264872 823.62139907106757 282.33844774961472 18559.72894584795 178.75638646632433 31.367772251367569 37.173534486442804 901.89335918426514 940.4945917725563 1327.2467437684536 156.41165406629443 10954.899483744579 25.637827977538109 1265.1971457600594 85.637005496770144 508.59892544150352 52.085650220513344 leaf_count=3796 1199235 6223 298 3247 728 70 954 2109 1094 659 227 247 1617 5970 3618 1174 101278 856 155 498 4031 4111 5664 725 55154 112 5354 529 2399 231 internal_value=-3.81186e-06 -0.000191142 -0.000838953 -8.73532e-05 -0.00267719 9.85968e-05 -0.00376785 0.0032284 0.0108461 0.000291967 0.00176427 0.00358263 0.00402496 0.00314071 -0.000338835 -0.00901502 -8.66225e-05 -0.00670005 -0.00092678 0.00035493 -0.00451575 -0.00496661 -0.00641959 -0.000439799 -0.000709822 0.00574759 0.0015854 -0.00103606 0.00243418 -0.00757677 internal_weight=323589 41510.1 17732.3 12586.2 5146.12 1451.63 3694.49 356.798 157.13 23777.7 4863.58 2948.81 2889.56 2531.37 1150.2 326.581 18914.1 354.398 210.124 71.7079 3337.69 3169.63 2267.74 11869.3 11111.3 716.936 1277.96 1914.77 646.322 137.723 internal_count=1412363 213128 87945 63034 24911 6152 18759 3999 1890 125183 22235 12853 12606 10989 5019 1401 102948 1670 1011 796 14760 13806 9775 59675 55879 3359 5424 9382 3159 760 is_linear=0 shrinkage=0.03 Tree=788 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 0 1 2 2 0 0 2 0 2 1 2 0 1 2 1 2 2 2 2 1 1 2 0 0 split_gain=1.74672 13.5824 25.6171 27.0831 16.2926 24.6692 20.208 17.165 15.514 13.8706 25.9262 29.3747 16.7784 26.7252 36.1567 23.3322 16.51 17.9797 14.2542 13.7093 13.3728 17.577 40.9871 13.2663 15.1386 12.5705 12.494 12.2861 18.3737 38.4689 threshold=10.500000000000002 22629.428710937504 10057.160644531252 8007.5161132812509 9.5000000000000018 14993.919433593752 2.5000000000000004 1.0000000180025095e-35 14054.634277343752 33836.650390625007 6.5000000000000009 9.5000000000000018 30543.693359375004 7.5000000000000009 26691.365234375004 -1.4999999999999998 35052.082031250007 5.5000000000000009 2.5000000000000004 12925.947753906252 -3.4999999999999996 14697.978027343752 18871.722656250004 997.99557495117199 1193.5148925781252 3.5000000000000004 2.5000000000000004 31594.402343750004 4.5000000000000009 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 23 6 -6 7 8 19 10 27 12 13 14 15 -12 17 -11 -19 -4 -8 -22 -23 -1 -25 -26 -5 -3 29 -29 right_child=-2 9 4 26 5 -7 20 -9 -10 16 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=0.0034142028276136632 2.3042517211414221e-05 -0.0027194203389741432 0.01408595219022604 0.0063420317847244154 -0.010508102523144252 0.0015382334832025671 0.0038762168246609711 -0.0026878884831218431 0.019326402533442179 -0.014650965326882004 0.010066284903378287 -0.017401490614331858 0.0099962867790265673 0.0058649375127783083 0.0036129528022173394 -0.010443793630435792 3.8471152975557526e-05 -0.0041561651370411326 0.017840897001473257 -0.012168196160779316 -0.0012737454979342003 -0.011015029013834509 -0.0028302062050519971 -0.0081007958105947728 -0.00038294242151758049 -0.0079507354153892616 -0.015030671172413919 0.0049872395155833001 0.0049985600677313986 -0.02776230393613251 leaf_weight=757.70353944227099 282078.77340210136 1268.7845392208546 34.20387227833271 690.74673177674413 173.8119552731514 1277.6749792397022 167.70990731567144 199.33948460221291 84.276998565997928 144.31420405581594 58.248555410653353 59.411468088626862 357.11499357223511 1379.3846584893763 742.15141242370009 349.0722344070673 18559.577443117159 179.02423345297575 31.121870264410973 37.553867468610406 901.92969845235348 940.85333658754826 1327.6866115480661 242.57024346664548 10667.934135717922 201.26733267307281 25.526192769408226 85.570822204463184 507.80871140211821 51.834708541631699 leaf_count=3796 1199235 6223 298 3247 728 5424 954 2109 1094 659 303 247 1617 5970 3264 1452 101278 856 155 498 4031 4111 5664 1119 53778 982 112 529 2399 231 internal_value=-3.69373e-06 -0.000185404 -0.000813816 -8.47327e-05 -0.00259729 9.57147e-05 -0.00365559 0.00314542 0.0105977 0.000283281 0.00171292 0.00347936 0.00390922 0.00304963 -0.000328789 -0.00751077 -8.40194e-05 -0.00649764 -0.000898481 0.000346043 -0.0043796 -0.00481632 -0.00622478 -0.000426597 -0.000688499 -0.000523077 0.00558036 -0.0010054 0.00236514 -0.00736716 internal_weight=323583 41504.2 17730.8 12585.7 5145.04 1451.49 3693.55 355.374 156.035 23773.4 4859.38 2945.38 2885.97 2528.86 1149.47 407.321 18914 354.46 210.146 71.7577 3338.18 3170.47 2268.54 11869.5 11111.8 10869.2 716.273 1914 645.214 137.406 internal_count=1412363 213128 87945 63034 24911 6152 18759 3999 1890 125183 22235 12853 12606 10989 5019 1755 102948 1670 1011 796 14760 13806 9775 59675 55879 54760 3359 9382 3159 760 is_linear=0 shrinkage=0.03 Tree=789 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 2 2 0 1 1 2 2 2 2 2 1 2 2 2 2 1 1 2 0 1 2 2 2 0 2 split_gain=1.64332 12.7812 24.1077 25.5043 15.3337 23.7529 19.9871 19.0126 16.273 15.1306 15.4104 14.916 14.1445 13.5787 12.9104 12.5781 16.527 38.5517 12.4857 14.3311 12.1476 11.7847 10.8368 10.3296 12.6798 22.8492 12.6151 12.4582 9.67932 19.049 threshold=10.500000000000002 22629.428710937504 10057.160644531252 8007.5161132812509 9.5000000000000018 18300.850585937504 18871.722656250004 2.5000000000000004 1.0000000180025095e-35 -1.4999999999999998 14993.919433593752 14054.634277343752 17792.297851562504 23400.180664062504 12925.947753906252 -3.4999999999999996 14697.978027343752 18871.722656250004 997.99557495117199 1148.0775146484377 3.5000000000000004 2.5000000000000004 17336.302734375004 5.5000000000000009 1.0000000180025095e-35 10537.723632812502 11541.221191406252 10537.723632812502 9.5000000000000018 36319.728515625007 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 9 -7 8 11 10 -6 14 -12 -3 -4 22 23 -18 -1 -20 -21 -5 -9 24 -17 -26 27 -25 -15 -30 right_child=-2 13 4 21 5 6 -8 15 -10 -11 12 -13 -14 28 -16 16 17 -19 19 20 -22 -23 -24 26 25 -27 -28 -29 29 -31 leaf_value=0.0033129885578128022 2.2351262903764717e-05 0.0055171228164676931 0.013795418992719855 0.0061566986289501718 -0.012844444989765232 0.016245160024465109 0.001816620043042325 -0.00489319384554451 -0.0026115041431981796 -0.0063060808273113509 0.015934706126656022 0.019002594973759352 -0.014273549825981576 0.00030097736562446036 -0.011686896903561356 0.0075599538431910963 -0.010681076423785804 -0.0027444138271025681 -0.0096876010772141835 -0.0004013670060135921 -0.0077809199781978143 -0.014644369542629609 0.010495639935568282 -0.0091373761356545024 -0.02704225814369151 0.001257845419174126 -0.0078652369366263557 0.0072634542666152636 -0.017923914045410379 -0.0016024590277130607 leaf_weight=757.4306013956666 282078.77436208958 436.52680510282516 33.881425679661334 690.20222288649529 32.761448487639427 98.90311661362648 683.87196124345064 73.178266823291779 199.01987470313907 535.82175271213055 83.136853352189064 83.158782170154154 16.762982040643692 22406.868983294757 37.92169030290097 205.26275852322578 941.15698839724064 1328.1086929142475 156.30857735872269 10750.604226110037 204.57855519652367 25.415260970592499 94.19838835299015 61.639911621809006 30.333339959383011 167.2549379914999 308.72338557243347 128.75008791685104 69.587919071316719 856.18693049997091 leaf_count=3796 1199235 1979 298 3247 151 418 2916 426 2109 2197 392 1094 78 119401 498 1030 4111 5664 725 54151 1003 112 528 264 137 751 1301 548 289 3514 internal_value=-3.57976e-06 -0.000179845 -0.000789479 -8.22014e-05 -0.00251985 9.28771e-05 0.00363966 -0.0035467 0.00306432 -0.0040603 0.00501044 0.0103539 0.0108658 0.000274854 0.000337333 -0.00424764 -0.00467068 -0.00603607 -0.000413824 -0.000667867 -0.000539174 0.00541795 0.00376753 -0.00123548 0.00233803 -0.00308673 -0.00411978 0.00195359 0.000176777 -0.0028293 internal_weight=323576 41497.6 17728.4 12584.5 5143.85 1451.26 782.775 3692.59 353.982 668.483 132.661 154.962 99.8998 23769.2 71.8031 3338.61 3171.23 2269.27 11868.9 11111.5 10955.2 715.617 167.377 901.964 402.851 197.588 499.113 190.39 23332.6 925.775 internal_count=1412363 213128 87945 63034 24911 6152 3334 18759 3999 2818 621 1890 470 125183 796 14760 13806 9775 59675 55879 55154 3359 954 4031 1918 888 2113 812 123204 3803 is_linear=0 shrinkage=0.03 Tree=790 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 0 2 2 0 2 0 0 2 2 2 2 2 1 3 1 2 1 1 1 2 0 2 2 2 split_gain=3.00912 10.6441 12.0004 32.2413 17.2742 8.41807 8.37912 13.4349 11.6772 28.258 8.51116 9.50257 10.1224 19.2997 9.42979 8.65626 8.32815 7.72699 7.07053 6.98787 6.65117 7.06798 6.59483 5.81036 5.50746 12.6791 6.34613 5.18705 6.51358 5.04007 threshold=86.500000000000014 1148.0775146484377 45446.361328125007 35052.082031250007 89.500000000000014 1.5000000000000002 89.500000000000014 65050.789062500007 52483.353515625007 88.500000000000014 65050.789062500007 92.500000000000014 90.500000000000014 56232.490234375007 50102.638671875007 68603.160156250015 61458.453125000007 1193.5148925781252 2.5000000000000004 12.393000125885012 -2.4999999999999996 25796.883789062504 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 99992.636718750015 91.500000000000014 24156.202148437504 24919.096679687504 1236.168395996094 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 7 8 9 -4 11 12 13 -8 -13 -12 -14 -7 -9 20 -3 27 -23 -17 26 -26 -25 29 -29 -22 right_child=1 2 6 4 -6 17 10 18 -10 -11 15 14 16 -15 -16 23 -18 -19 -20 -21 21 22 -24 24 25 -27 -28 28 -30 -31 leaf_value=-1.5334231818519485e-05 0.005106447048711835 0.0072993835661118635 0.018695511040131809 -0.027292360688401452 -0.006578684233830615 -0.028887323412044721 -0.021122367257848149 0.0012152507473055447 0.022365873308123826 -0.028336923892448952 0.019563869955022708 0.020569813442775739 -0.011968206638372557 0.021263878349621141 -0.0052619843866262735 0.0024949971952616464 -0.038365007106645609 -0.0032049347107274808 0.012375187409675159 0.003222959235048937 0.0062006633164966574 -0.024028127718865231 -0.0017757246782995359 0.0032749296444149977 -0.027603265369878029 0.0035797583109604377 -0.010209086691343025 0.02348905677404374 -0.005069670884211573 -0.0012352546207427216 leaf_weight=317930.8568700609 451.69886320829391 94.021634295582771 35.61341281235218 57.344932854175568 98.430353600531816 10.78320851922035 20.620223522186279 369.39607807993889 67.524995043873787 16.978225126862526 23.827127858996391 19.063641235232353 28.010409235954285 18.202857866883278 38.211909700185061 968.83365969732404 17.463513731956482 474.17268110439181 59.295802496373653 645.08777259662747 87.088819742202759 22.617359817028046 25.501523062586784 44.255725994706154 12.605553353205321 169.98819470778108 108.25135650485754 17.626540705561638 12.136576548218729 1414.2392990365624 leaf_count=1387118 2021 413 156 233 440 52 84 1736 317 70 108 83 115 79 188 4514 71 2202 268 2924 378 91 106 189 61 920 457 72 50 5969 internal_value=-3.37545e-06 0.000696964 0.000296787 -0.000919751 -0.0142039 -0.000181563 0.00208051 0.00524347 0.0141109 0.00351197 0.000899112 -0.00609328 -0.0124999 -0.00124886 0.00333589 0.00164468 -0.0221055 -0.00377599 0.00275887 0.000570336 -0.000452341 -0.000913856 -0.012235 0.00131723 -0.00208788 0.00142701 -0.00629619 -0.000558056 0.0118436 -0.000803913 internal_weight=323360 5428.89 4977.19 2959.05 155.775 2803.28 2018.14 548.809 120.117 52.5916 1469.33 141.573 84.297 38.8231 57.2756 1327.76 45.4739 484.956 428.692 2318.32 1673.23 1579.21 48.1189 1303.93 335.101 182.594 152.507 1531.09 29.7631 1501.33 internal_count=1411485 24367 22346 12930 673 12257 9416 2547 543 226 6869 620 349 163 271 6249 186 2254 2004 10003 7079 6666 197 6141 1627 981 646 6469 122 6347 is_linear=0 shrinkage=0.03 Tree=791 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 0 2 2 0 2 0 0 2 2 2 2 2 1 3 1 2 1 1 1 1 1 2 2 2 split_gain=2.83318 10.0154 11.302 30.359 16.2207 7.92981 7.90843 12.7595 11.1338 26.6203 8.01181 8.9466 9.5035 18.1981 8.85192 8.19168 7.80597 7.38178 6.68811 6.5732 6.26965 6.64691 6.19117 5.47012 5.18193 6.11811 13.2496 4.877 6.11497 4.77025 threshold=86.500000000000014 1148.0775146484377 45446.361328125007 35052.082031250007 90.500000000000014 1.5000000000000002 89.500000000000014 65050.789062500007 52483.353515625007 88.500000000000014 65050.789062500007 92.500000000000014 90.500000000000014 56232.490234375007 50102.638671875007 68603.160156250015 61458.453125000007 1193.5148925781252 2.5000000000000004 12.393000125885012 -2.4999999999999996 25796.883789062504 1.0000000180025095e-35 1.5000000000000002 7.5000000000000009 30.500000000000004 41.500000000000007 24156.202148437504 24919.096679687504 83842.167968750015 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 7 8 9 -4 11 12 13 -8 -13 -12 -14 -7 29 20 -3 27 -23 -17 -25 -26 -27 -22 -29 -9 right_child=1 2 6 4 -6 17 10 18 -10 -11 15 14 16 -15 -16 23 -18 -19 -20 -21 21 22 -24 24 25 26 -28 28 -30 -31 leaf_value=-1.4874208647065302e-05 0.0049539770719995557 0.0070958022539007798 0.018224253810197273 -0.025812787630539086 -0.005988721963166895 -0.028360196581844899 -0.020476243220294447 -0.0052482302379945793 0.021872677088810261 -0.027428545251215571 0.019071402604026889 0.019900728891496893 -0.011610627631074701 0.020732146231795427 -0.005111796486729569 0.0024217566855192526 -0.037154757334700833 -0.0031117912998408137 0.012052011543090057 0.0031255310394437577 -0.00077983482065253635 -0.023278229344583602 -0.0017230063312943472 -0.0045044784730971111 0.01014306307702798 -0.029358136106441682 0.0059600863628381587 0.022746046942807591 -0.0049205368852339023 0.0029882956269217504 leaf_weight=317930.95099494141 451.63390786200762 93.82067197561264 35.440944962203503 61.240103140473366 94.422012690454721 10.656063139438627 20.632561966776848 81.095061257481575 66.984421037137508 17.013728320598602 23.710907474160194 19.112675346434116 28.006920620799065 18.111032709479332 38.155433159321547 968.19982603192329 17.490930005908012 473.72179644554853 59.062831491231918 645.23811269551516 1501.2567546442151 22.645141869783401 25.493454083800316 232.43395373597741 56.995639890432358 13.636740505695341 31.975672921165824 17.655785724520683 12.129396989941599 288.14090701937675 leaf_count=1387118 2021 413 156 249 424 52 84 365 317 70 108 83 115 79 188 4514 71 2202 268 2924 6347 91 106 982 243 59 343 72 50 1371 internal_value=-3.27322e-06 0.000676461 0.000288104 -0.000892415 -0.0137878 -0.000176181 0.00202023 0.00509664 0.0137673 0.00341672 0.000872721 -0.00591291 -0.0121323 -0.00121302 0.00323589 0.00159636 -0.0214307 -0.00366724 0.00267867 0.000553249 -0.000438821 -0.00088646 -0.0118629 0.00127842 -0.00202558 0.00358977 -0.004599 -0.000541341 0.0114794 0.00117931 internal_weight=323357 5426.11 4974.48 2958.28 155.662 2802.62 2016.2 547.738 119.439 52.4547 1468.46 141.51 84.2414 38.7436 57.2681 1326.95 45.4979 484.378 428.299 2318.24 1673 1579.18 48.1386 1303.24 335.042 102.608 45.6124 1531.04 29.7852 369.236 internal_count=1411485 24367 22346 12930 673 12257 9416 2547 543 226 6869 620 349 163 271 6249 186 2254 2004 10003 7079 6666 197 6141 1627 645 402 6469 122 1736 is_linear=0 shrinkage=0.03 Tree=792 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 1 0 2 2 0 2 0 0 2 2 2 2 2 1 3 1 2 1 1 1 2 0 0 0 2 split_gain=2.66752 9.42392 10.6442 28.5906 15.2849 7.46971 7.46524 12.1187 10.6146 25.0839 7.54247 8.42552 8.92634 17.1621 8.31148 7.75232 7.32831 7.05283 6.3258 6.1832 5.90984 6.25199 5.81525 5.14934 4.99227 11.9376 5.9677 4.81752 7.20164 4.75769 threshold=86.500000000000014 1148.0775146484377 45446.361328125007 35052.082031250007 89.500000000000014 1.5000000000000002 89.500000000000014 65050.789062500007 52483.353515625007 88.500000000000014 65050.789062500007 92.500000000000014 90.500000000000014 56232.490234375007 50102.638671875007 68603.160156250015 61458.453125000007 1193.5148925781252 2.5000000000000004 12.393000125885012 -2.4999999999999996 25796.883789062504 1.0000000180025095e-35 1.5000000000000002 2.5000000000000004 99992.636718750015 91.500000000000014 95.500000000000014 93.500000000000014 911.27563476562511 decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 19 7 8 9 -4 11 12 13 -8 -13 -12 -14 -7 -9 20 -3 -22 -23 -17 26 -26 -25 28 -27 -2 right_child=1 2 6 4 -6 17 10 18 -10 -11 15 14 16 -15 -16 23 -18 -19 -20 -21 21 22 -24 24 25 27 -28 -29 -30 -31 leaf_value=-1.4427955008897752e-05 0.0011587966138739399 0.0068976427308737286 0.01776537170187786 -0.025687457518724279 -0.0061957745196311205 -0.027845928255103281 -0.019854333915061185 0.0011445703601457725 0.021390875868404234 -0.026560704551204368 0.018591779373809719 0.019258415572760618 -0.011264414030885624 0.020215070789189007 -0.0049657305026849586 0.0023506247433449771 -0.036009090973419602 -0.0030212826342887128 0.01173681955847888 0.0030310800881585445 -0.00052512204825946602 -0.022558859195303309 -0.001671839958158296 0.0033108048806038065 -0.026779293618037919 0.0071324321091733658 -0.009762604869928292 0.012649413071219648 -0.0070267825676560676 0.0074059218566380029 leaf_weight=317931.04203223577 187.92668350785971 93.623565167188644 35.268342040479183 57.369983941316605 98.160737510770559 10.529209926724432 20.640351861715317 369.05203929543495 66.446588054299355 17.042088940739632 23.594694927334785 19.156930677592754 28.00176140666008 18.01847730576992 38.100285995751619 967.58275680057704 17.505740627646446 473.28248754516244 58.833023421466351 645.38168689981103 1530.9990854859352 22.665908321738243 25.485589146614075 44.26932168006897 12.609953235834835 71.081787183880806 108.30633861199021 39.519663006067276 59.299872010946274 263.64020664989948 leaf_count=1387118 865 413 156 233 440 52 84 1736 317 70 108 83 115 79 188 4514 71 2202 268 2924 6469 91 106 189 61 311 457 355 254 1156 internal_value=-3.174e-06 0.000656557 0.000279676 -0.000865896 -0.0133856 -0.000170957 0.00196164 0.0049542 0.0134329 0.00332449 0.000847054 -0.00573885 -0.0117784 -0.0011784 0.0031391 0.00154933 -0.0207831 -0.00356154 0.00260098 0.000536676 -0.000425703 -0.000859884 -0.0115038 0.00124065 -0.00196448 0.00138355 -0.0059694 0.00347378 0.000692572 0.00480608 internal_weight=323354 5423.4 4971.83 2957.5 155.531 2801.97 2014.33 546.642 118.757 52.3104 1467.69 141.424 84.1663 38.6588 57.2572 1326.26 45.5075 483.812 427.885 2318.16 1672.77 1579.15 48.1515 1302.67 335.087 182.511 152.576 169.901 130.382 451.567 internal_count=1411485 24367 22346 12930 673 12257 9416 2547 543 226 6869 620 349 163 271 6249 186 2254 2004 10003 7079 6666 197 6141 1627 981 646 920 565 2021 is_linear=0 shrinkage=0.03 Tree=793 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 2 2 0 2 0 0 2 0 2 1 2 2 1 3 1 2 1 2 0 2 0 1 0 1 split_gain=2.51155 8.86737 10.0249 26.9281 14.3793 7.04563 11.5117 10.1185 23.6417 7.10161 7.93681 8.38761 16.1874 7.99919 7.33654 7.03617 6.88999 6.73919 5.98301 5.81638 5.57049 5.88145 5.46477 5.02 40.7419 4.85355 7.18497 4.72994 6.27137 5.54951 threshold=86.500000000000014 1148.0775146484377 45446.361328125007 35052.082031250007 90.500000000000014 89.500000000000014 65050.789062500007 52483.353515625007 88.500000000000014 65050.789062500007 92.500000000000014 90.500000000000014 56232.490234375007 95.500000000000014 68603.160156250015 1.5000000000000002 61458.453125000007 1193.5148925781252 2.5000000000000004 12.393000125885012 -2.4999999999999996 25796.883789062504 1.0000000180025095e-35 75237.886718750015 91.500000000000014 79002.019531250015 92.500000000000014 1.5000000000000002 87.500000000000014 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 15 -5 6 7 8 -4 10 11 12 -7 -12 -11 19 -13 -17 27 20 -3 -22 -23 24 -16 26 -25 29 -29 -8 right_child=1 2 5 4 -6 9 18 -9 -10 14 13 16 -14 -15 23 17 -18 -19 -20 -21 21 22 -24 25 -26 -27 -28 28 -30 -31 leaf_value=-1.3995166210080579e-05 0.0046626053725587402 0.0067047654290831168 0.017318377275348778 -0.024315879754344072 -0.0056386053715610108 -0.019255258499084941 -0.0015611182510245401 0.020919972475822848 -0.025730438122634612 0.018124497264944989 0.017869990561080878 -0.0109291249581315 0.019711984840960116 -0.0054382317697506425 0.021230648623395281 -0.027343711372770078 -0.034922089482960592 -0.0029333375328701346 0.011429397177820625 0.0029395134512661832 -0.0005093824057956594 -0.021868040135635487 -0.0016221807840449292 0.025348956279805039 -0.030332820322326468 0.0013147332562475835 -0.006277510513813824 -0.022407826094601194 -7.1994403333718558e-05 0.0063759396631917252 leaf_weight=317931.13053908973 451.49995647370815 93.43032617866993 35.095917157828808 61.21240596473217 94.171899192035198 20.643978372216225 155.65915976464748 65.912191107869148 17.063889071345329 23.478696316480637 20.835156083106995 27.995086923241615 17.925415724515915 36.408044997602701 24.67596609890461 10.402845233678816 17.509034141898155 472.85452209785581 58.60650523006916 645.51883155852556 1530.9573972895741 22.680238142609596 25.477927103638649 17.921533361077312 31.264565091580153 1217.9989005206153 10.113153060898183 16.734492525458336 34.925399035215378 161.58193758130074 leaf_count=1387118 2021 413 156 249 424 84 813 317 70 108 88 115 79 183 115 52 71 2202 268 2924 6469 91 106 82 135 5752 57 72 151 700 internal_value=-3.078e-06 0.000637245 0.000271491 -0.000840168 -0.0129964 0.00190483 0.00481543 0.0131075 0.00323512 0.000822208 -0.00557078 -0.0114373 -0.00114494 0.0030454 0.00150381 -0.000165886 -0.0201611 -0.00345881 0.00252527 0.000520604 -0.000412973 -0.000834103 -0.011157 0.00120409 -0.00758762 0.00159879 0.0139401 0.00111069 -0.00730737 0.0024815 internal_weight=323352 5420.56 4969.06 2956.71 155.384 2012.35 545.579 118.072 52.1598 1466.77 141.317 84.0735 38.5694 57.2432 1325.45 2801.32 45.5041 483.257 427.507 2318.06 1672.55 1579.12 48.1582 1301.97 55.9405 1246.03 28.0347 368.901 51.6599 317.241 internal_count=1411485 24367 22346 12930 673 9416 2547 543 226 6869 620 349 163 271 6249 12257 186 2254 2004 10003 7079 6666 197 6141 250 5891 139 1736 223 1513 is_linear=0 shrinkage=0.03 Tree=794 num_leaves=31 num_cat=0 split_feature=0 2 2 2 0 0 2 2 0 2 0 0 2 2 2 1 2 2 3 2 1 1 1 1 1 2 0 2 2 2 split_gain=2.36486 8.34365 9.44219 25.3651 13.5604 6.6479 10.9369 9.64452 22.287 6.68751 7.4781 7.88431 15.27 7.55606 6.94298 6.62766 6.48658 6.43998 5.67447 5.83989 5.65866 4.85978 4.75787 5.74864 12.4108 4.4881 5.6964 18.9548 7.96349 4.47902 threshold=86.500000000000014 1148.0775146484377 45446.361328125007 35052.082031250007 89.500000000000014 89.500000000000014 65050.789062500007 52483.353515625007 88.500000000000014 65050.789062500007 92.500000000000014 90.500000000000014 56232.490234375007 50102.638671875007 68603.160156250015 1.5000000000000002 61458.453125000007 1193.5148925781252 40.666500091552741 4814.8464355468759 2.5000000000000004 1.5000000000000002 7.5000000000000009 30.500000000000004 41.500000000000007 83842.167968750015 87.500000000000014 75237.886718750015 75237.886718750015 911.27563476562511 decision_type=2 2 2 2 2 2 2 2 2 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 15 -5 6 7 8 -4 10 11 12 -7 -12 -11 18 -13 -17 -3 -20 25 -16 -23 -24 -25 26 28 -28 -8 -2 right_child=1 2 5 4 -6 9 20 -9 -10 14 13 16 -14 -15 21 17 -18 -19 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=-1.3575285983451657e-05 0.00098436712066831637 0.00030362995802640059 0.016882815586723349 -0.024207704427113383 -0.0058346980396783371 -0.018677755493183044 -0.031918945985100568 0.020459510472475063 -0.024935088681574121 0.017669089295284747 0.018287146394995152 -0.010604345132593895 0.019222274175573466 -0.0047960509142995697 0.0022479935758467763 -0.026852814629443816 -0.033888551297300347 -0.002847886891128529 0.001586392217125192 0.024169770755482909 0.011129536746361985 -0.0043199865142821885 0.0098033154001823369 -0.028447522036586761 0.0057337986701151292 0.002835880588793123 0.017736647935093133 -0.017672941791334471 0.00088490062163513051 0.0070466061043312203 leaf_weight=317931.21636062738 187.88934534788132 2276.0703375115991 34.923955202102661 57.322869166731834 97.900271229445934 20.643801406025887 14.162467360496523 65.381859179586172 17.079668909311295 23.363099604845047 19.214617893099785 27.98704120516777 17.832054555416107 38.009821582585573 966.33968752063811 10.277145698666571 17.50182144343853 472.43766983225942 23.606001660227776 18.290416982024908 58.383390672504902 232.41179712489247 56.861205238848925 13.643610898405312 31.942226521670818 287.64368410408497 27.81660883128643 26.631924867630005 12.573342770338057 263.54019206762314 leaf_count=1387118 865 9796 156 233 440 84 63 317 70 108 83 115 79 188 4514 52 71 2202 111 96 268 982 243 59 343 1371 125 121 56 1156 internal_value=-2.98449e-06 0.000618526 0.000263571 -0.000815211 -0.0126197 0.00184975 0.00467997 0.0127904 0.00314847 0.000798189 -0.00540848 -0.0111083 -0.00111257 0.00295474 0.00145978 -0.000160965 -0.0195629 -0.00335896 0.000505014 0.0114455 0.00245145 0.00116874 -0.00194579 0.00344033 -0.0044965 0.00107776 -0.00515144 0.000417072 -0.0164919 0.00452344 internal_weight=323349 5417.68 4966.25 2955.9 155.223 2010.35 544.597 117.385 52.0036 1465.75 141.189 83.9647 38.4759 57.2244 1324.56 2800.68 45.4889 482.715 2317.97 41.8964 427.211 1301.2 334.859 102.447 45.5858 368.828 81.1843 54.4485 26.7358 451.43 internal_count=1411485 24367 22346 12930 673 9416 2547 543 226 6869 620 349 163 271 6249 12257 186 2254 10003 207 2004 6141 1627 645 402 1736 365 246 119 2021 is_linear=0 shrinkage=0.03 Tree=795 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 1 2 1 2 2 0 2 0 1 3 0 1 0 2 2 0 2 2 1 1 2 1 2 2 2 split_gain=2.74446 4.69141 5.57847 2.5228 16.5362 17.9191 17.2547 14.2388 11.2005 8.8384 22.6217 31.7199 28.9045 16.4339 14.5351 13.9402 11.9479 11.5921 10.6131 20.0614 15.6769 13.435 17.1395 12.5482 10.4679 15.526 9.91377 12.9331 8.44966 13.9376 threshold=-57.499999999999993 10.500000000000002 71819.058593750015 -2.4999999999999996 2.1755000352859502 -7.4999999999999991 75237.886718750015 -8.4999999999999982 12367.713378906252 2272.6494140625005 42.500000000000007 2799.732299804688 53.500000000000007 -6.4999999999999991 1.1054999828338625 48.500000000000007 -3.4999999999999996 62.500000000000007 6088.5393066406259 3997.433227539063 44.500000000000007 9353.3178710937518 14362.723632812502 -6.4999999999999991 -3.4999999999999996 2404.0227050781255 -6.4999999999999991 3061.900268554688 12667.155273437502 20021.907226562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 -6 8 -2 -7 14 28 12 24 -14 -9 18 -15 26 19 20 -13 -20 -23 -22 -12 -26 27 -17 -11 -30 right_child=3 -3 -4 -5 5 6 -8 9 -10 10 11 15 13 16 -16 17 -18 -19 21 -21 23 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.007984503102793963 0.0014721221789291629 0.024776649478675302 0.03111046630405815 -1.3336406339954361e-05 -0.00073647614166795082 0.0013697074448138981 -0.001821815641720112 0.0012112777605845554 0.003606683643057934 0.0026407207325535747 0.0036869483762832765 0.00018496563213529142 0.013231428871475227 -0.017976417617241496 -0.0024637965491419661 -0.035772903892723362 -0.0020567934323740557 -0.0057514537927267611 0.005744816310185692 -0.017901976293234458 -0.031603468189549337 -0.013614890330910161 0.00022880277541372009 -0.0080089443426377641 -0.0008675938393748428 0.016313818841513446 0.00098084206516424032 -0.0042176642954737708 -0.0053091019409761365 0.0026282447608633164 leaf_weight=15.56982625322417 2938.9201432019472 10.912497255951164 4.163178270275238 291854.24873945536 4134.9771246382152 7633.3642961914884 1212.7487832573242 1222.6638086587191 2736.6449483013712 2387.6577653586864 364.20830120146275 264.54980909824371 32.860464826226234 84.123557791113853 4660.4555386155844 12.423366546630858 85.607554391026497 420.59734171628952 142.33472144603729 140.89763577282429 21.550251260399818 133.19895006716251 203.39739438891411 345.85263828933239 64.532900527119637 177.62237709760666 1196.4662612974644 197.92516601085663 359.41623041033745 446.38886925578117 leaf_count=172 15161 138 514 1261717 22954 35150 6690 5370 13031 10939 1769 1191 155 373 19849 58 366 1845 576 570 99 539 826 1433 278 786 5292 904 1475 1792 internal_value=1.50912e-05 0.00899239 0.000263573 1.42407e-05 0.000268768 0.000958851 0.00156407 -0.000413248 0.00196005 -0.000840635 -0.000126691 -0.00166335 0.00362319 -0.00618746 -0.00170002 -0.00305221 -0.00994701 -0.00138157 -0.0054911 -0.00766564 -0.00538338 -0.00198205 -0.00524947 -0.0093929 0.00690102 0.0117351 -7.5104e-05 -0.00608134 0.00174424 -0.000912079 internal_weight=323506 30.6455 19.733 323476 31621.4 15717.7 11582.8 15903.7 10370 12964.7 7081.61 3888.15 808.955 202.592 5883.12 3079.19 169.731 1827.41 1251.78 772.85 631.953 478.931 336.596 367.403 606.364 242.155 1406.81 210.349 3193.46 805.805 internal_count=1412012 824 686 1411188 149471 77825 54871 71646 48181 56485 31266 17060 3727 894 25219 13333 739 8099 5234 3293 2723 1941 1365 1532 2833 1064 6254 962 14206 3267 is_linear=0 shrinkage=0.03 Tree=796 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 1 2 2 0 2 3 2 0 1 0 0 2 2 2 2 2 2 2 0 2 1 0 0 2 1 split_gain=2.606 4.61672 4.48489 2.37481 15.5622 16.8702 16.2439 13.4617 21.0111 16.193 15.9114 11.5027 25.7167 16.69 12.2263 16.5901 10.5581 9.66576 10.5889 8.9652 7.89305 7.61957 7.5378 13.4177 9.37578 8.2413 7.34849 7.33262 14.4941 7.32661 threshold=-57.499999999999993 15.500000000000002 71819.058593750015 -2.4999999999999996 2.1755000352859502 -7.4999999999999991 75237.886718750015 1748.5217285156252 62.500000000000007 284.12406921386724 1.0205000042915346 3673.077514648438 37.500000000000007 -7.4999999999999991 35.500000000000007 48.500000000000007 12367.713378906252 27583.159179687504 32666.960937500004 1846.5046997070315 3473.4255371093755 11817.106933593752 4086.971069335938 35.500000000000007 3673.2597656250005 -3.4999999999999996 33.500000000000007 39.500000000000007 279.21791076660162 -16.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 29 16 9 11 27 -11 13 22 14 20 -16 21 -14 -19 -17 -9 -7 23 24 -13 -26 -27 -2 -29 -6 right_child=3 -3 -4 -5 5 6 -8 8 -10 10 -12 12 17 -15 15 19 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=-0.0026784946382848226 -0.0028661715966085744 0.033067350365318882 0.031154158687878349 -1.2936333625509539e-05 0.0010937722834696666 0.0014355835125587613 -0.0017667454894892919 -0.010747623455063651 -0.0054275896458319539 0.009845924715912488 -0.0040143720976939029 0.00518704135034905 -0.0020151925301740573 0.00072325469527212253 0.0096853320131838547 0.017345771912011452 0.0035020474943043638 0.010870614873078355 -0.0001307673558402499 -0.0003106383671784463 0.012412576058201116 -0.0071216325569252422 0.0016988812916918386 -0.0006304211996688144 0.020993924193372916 -0.011491884214842133 0.016587939564719958 0.00016825218621642368 0.022161870276893033 -0.0015959794649226409 leaf_weight=20.412633525673307 800.20288217812777 5.7256322726607314 4.2627129335305645 291854.20910606883 1355.9544604455004 7535.0666176134255 1213.0296894791536 63.02168795466423 548.45186448097229 77.197757750749588 2167.4219875633717 147.59392905235291 3630.5038492158055 2662.3613875359297 532.36199737340212 28.256761997938156 2733.9019246655516 109.41031429171562 280.89615248143673 307.96313716471195 16.766932211816311 94.828648522496223 1282.5024854317307 159.73564687371254 91.896872594952583 15.542318880558012 18.221796646714211 2934.959555529058 27.217478081583977 2780.1395982851973 leaf_count=235 3395 72 517 1261717 8846 34708 6690 337 2472 367 9485 718 15728 12288 3315 152 13031 494 1269 1567 94 442 5566 764 468 68 80 12902 117 14108 internal_value=1.46429e-05 0.00879766 0.00316616 1.38175e-05 0.000260792 0.000930386 0.00151795 -0.00040082 0.000279242 -0.0015211 -0.00353768 0.000614099 -0.000220859 0.00194058 0.00535799 0.00639039 0.0019024 -0.00153291 0.00295313 0.00117325 -0.0058807 0.00132923 0.00285435 0.00627682 0.0103146 0.016337 0.00366222 -0.000318021 0.000370337 -0.000714186 internal_weight=323500 30.401 24.6753 323470 31615.4 15712.9 11576.8 15902.5 9895.49 6007 2244.62 9347.04 5736.3 3610.73 948.371 868.582 10363.8 4020.81 390.306 336.22 79.7886 7629.9 1715.49 432.991 273.255 125.661 33.7641 3762.38 2962.18 4136.09 internal_count=1412012 824 752 1411188 149471 77825 54871 71646 45380 26266 9852 42908 25155 17753 5465 5034 48181 17491 1763 1719 431 35150 7664 2098 1334 616 148 16414 13019 22954 is_linear=0 shrinkage=0.03 Tree=797 num_leaves=31 num_cat=0 split_feature=1 0 2 1 3 1 2 1 0 3 1 2 2 3 2 3 1 1 3 2 2 0 2 0 1 0 3 1 0 3 split_gain=2.47349 4.50868 4.34909 2.23577 14.6453 15.9305 14.7109 12.8926 12.3057 11.2192 9.85672 11.7575 9.97818 9.58843 9.28739 8.93764 8.00298 9.0396 20.1957 10.2433 8.00206 20.465 29.0975 27.1348 15.466 13.2596 13.1778 11.1386 10.3549 10.2319 threshold=-57.499999999999993 15.500000000000002 71819.058593750015 -2.4999999999999996 2.1755000352859502 -8.4999999999999982 99992.636718750015 -8.4999999999999982 13.500000000000002 4.1315000057220468 -14.499999999999998 4814.8464355468759 99992.636718750015 2.279500007629395 540.01754760742199 5.4584999084472665 -24.499999999999996 -18.499999999999996 12.393000125885012 3618.2971191406255 2272.6494140625005 42.500000000000007 2799.732299804688 53.500000000000007 -6.4999999999999991 48.500000000000007 1.1054999828338625 -3.4999999999999996 62.500000000000007 1.1054999828338625 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 7 10 14 -2 -8 -10 11 16 13 -12 15 -7 -6 -18 19 -19 26 -22 23 29 -25 -24 -9 -26 -27 -23 right_child=3 -3 -4 -5 5 6 8 20 9 -11 12 -13 -14 -15 -16 -17 17 18 -20 -21 21 22 25 24 27 28 -28 -29 -30 -31 leaf_value=-0.0025927146027793029 0.0014066358106060157 0.032968710160648229 0.031119750734906502 -1.2548262233400572e-05 -0.0024835533359227838 -0.00075357456152413418 -0.0048298536406761669 0.0011607345363385136 -0.0057726289924511379 0.0056655121054225719 0.0069803568260268182 -0.00078674436816764354 0.0055321993102688148 -0.0035170649309670806 0.0020827530213550979 0.01145339178741204 0.011628204515272232 0.0014848881956885738 -0.030672545679724723 0.019424015176393888 0.0016652849863345682 0.00085074374822526912 -0.0052828452576436907 0.012899420065686734 -0.017352205774313196 -4.0534677910349873e-05 -0.002339011292468194 -0.0020035014437188056 -0.0053988060971998774 0.0092919814813979332 leaf_weight=20.45469771698118 2935.2678896561265 5.5727875195443621 4.1412355877109794 291854.17045730259 106.74737103481311 1610.5674178674817 590.88851281767711 1221.980214253068 110.99699169397354 253.30195987969637 82.284653097391129 1220.553134317277 132.64535549562424 1621.7671145154163 9549.716101239901 55.854230716824532 181.48689436959103 139.60255001485348 15.391437478363512 36.043276906653773 3190.3764939457178 187.19383938610554 1252.5229758769274 32.690635159611702 84.576184004545212 1407.3195254355669 4664.5109731853008 85.642722636461258 421.90261796116829 417.42082148790359 leaf_count=235 15161 72 517 1261717 700 6937 3960 5370 467 1158 380 7806 914 8016 44996 350 1147 686 100 208 14206 866 5234 155 373 6254 19849 366 1845 1967 internal_value=1.42094e-05 0.0086039 0.00308348 1.34082e-05 0.000253069 0.000902785 0.00141777 -0.000388737 -0.00215619 0.00218046 -0.000869602 0.000776724 -0.00239324 -0.00301017 0.00172214 -0.000344428 0.00475839 0.00683357 0.00227864 0.00516607 -0.000795173 -0.000115595 -0.00157646 0.0034927 -0.0060001 -0.00290475 -0.0016125 -0.00962977 -0.0012764 0.0066785 internal_weight=323494 30.1687 24.5959 323463 31609.3 15707.8 12171.3 15901.4 955.187 364.299 3536.52 1699.82 1836.7 1704.05 11216.1 1666.42 479.272 372.524 191.037 175.646 12966.1 7079.65 3889.27 807.524 202.91 3081.75 5886.49 170.219 1829.22 604.615 internal_count=1412012 824 752 1411188 149471 77825 57868 71646 5585 1625 19957 10647 9310 8396 52283 7287 2841 2141 994 894 56485 31266 17060 3727 894 13333 25219 739 8099 2833 is_linear=0 shrinkage=0.03 Tree=798 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 2 2 3 0 2 3 3 2 2 1 1 1 3 1 3 0 0 0 0 0 1 2 2 2 0 split_gain=2.34742 4.41103 5.06366 2.14677 10.3366 10.6914 9.76026 15.3983 18.1457 11.2765 17.0631 16.543 9.32826 12.8888 9.52435 9.01709 13.1978 9.60462 8.90187 8.04758 9.10144 7.88702 12.6392 28.5205 7.82911 9.96424 18.4431 11.1427 14.8033 20.5088 threshold=-57.499999999999993 10.500000000000002 71819.058593750015 225.45304870605472 55.500000000000007 219.36421203613284 239.406120300293 1.2994999885559084 52.500000000000007 235.10141754150393 1.5979999899864199 1.469500005245209 246.96897125244143 252.50982666015628 -7.4999999999999991 1.0000000180025095e-35 1.5000000000000002 1.3535000085830691 4.5000000000000009 1.469500005245209 45.500000000000007 36.500000000000007 35.500000000000007 33.500000000000007 63.500000000000007 1.0000000180025095e-35 207.88987731933597 195.44509887695315 188.89690399169925 66.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 24 7 8 -5 10 11 -9 14 19 -8 -11 -17 -18 -19 20 -14 22 23 -21 -6 26 -26 28 -27 -30 right_child=3 -3 -4 6 5 -7 12 9 -10 15 -12 -13 13 -15 -16 16 17 18 -20 21 -22 -23 -24 -25 25 27 -28 -29 29 -31 leaf_value=-0.0075097138594260697 1.9874246486662064e-05 0.024196806659141777 0.031013907760371891 0.0015433886717204622 -0.0018114185330330836 -0.0072939361408943066 -0.020283191733426843 -0.0012887264688699377 0.013781701224837297 0.00092243506883871152 0.0010209391611389568 -0.013220463732397072 0.0017236109038977839 1.6797861798625018e-05 -0.0022513508108225294 0.010363952856241533 0.010891170610993905 -0.0090303190717525468 0.007043180112032723 0.003819589638454593 0.014554025815800627 -0.0017521594569088242 0.0071990866753562895 -0.02421624396123704 0.0029472918376674253 -0.0014022067987574658 0.028857086362972215 -0.012228896491247818 0.04499530603483775 -0.00012263677436619928 leaf_weight=15.725594141520565 24412.417655903846 10.40051696076989 3.8159671598114064 252.3110037446022 3587.1723580062389 270.13315781950951 26.994469299912453 284.56246894598007 192.01754672825336 666.6538073271513 1437.0802633017302 165.34705838561058 91.554287388920784 288423.84029139671 1127.3122593313456 289.97212375700474 55.444063171744347 95.953151598572731 45.81724514067173 153.81414724886417 108.9990136474371 317.93894436955452 394.55867739021778 41.458979055285454 438.31342461705208 437.80122341960669 26.203880608081818 75.907077558338642 15.277390807867048 22.307067319750786 leaf_count=172 105124 138 514 1044 15569 1172 130 1189 790 2716 6094 699 391 1260532 4731 1214 237 427 250 662 451 1361 1654 177 1878 2059 107 357 66 107 internal_value=1.37885e-05 0.00841333 1.29642e-05 1.30109e-05 -0.00023194 -0.00149343 3.73964e-05 0.00161556 0.0068322 0.000853303 -0.000575264 -0.00567378 1.84752e-05 2.92057e-05 -0.00267304 0.00318958 0.00629188 0.000304553 -0.0038357 0.00325815 0.00869683 0.00205659 0.00410963 -0.00213278 -0.00115302 0.001172 0.00440889 -0.00155538 0.000148905 0.018217 internal_weight=323487 29.9421 19.5416 323457 29285.5 4873.12 294172 3485.16 444.329 3040.83 1886.99 449.91 290686 289532 1154.31 1153.84 487.187 197.214 141.77 1108.32 200.553 907.771 589.832 195.273 4602.98 1015.81 464.517 551.293 475.386 37.5845 internal_count=1412012 824 686 1411188 126439 21315 1284749 14660 1834 12826 7982 1888 1270089 1265228 4861 4844 2128 914 677 4696 842 3854 2493 839 20143 4574 1985 2589 2232 173 is_linear=0 shrinkage=0.03 Tree=799 num_leaves=31 num_cat=0 split_feature=1 3 1 2 1 2 3 2 0 2 0 1 3 0 0 1 1 2 2 2 2 2 2 2 1 0 1 0 1 0 split_gain=2.23639 14.0445 14.2552 14.593 12.2094 9.81889 7.74642 7.51333 19.2573 27.3844 25.573 14.5467 12.7274 12.6012 11.6671 10.3877 9.97971 14.634 8.29546 14.066 7.94177 13.0029 11.3945 24.5581 36.4724 20.9784 12.3618 11.3216 10.3177 9.86839 threshold=-2.4999999999999996 2.1755000352859502 -7.4999999999999991 75237.886718750015 -8.4999999999999982 12367.713378906252 1.7404999732971194 2272.6494140625005 42.500000000000007 2799.732299804688 53.500000000000007 -6.4999999999999991 1.0205000042915346 50.500000000000007 62.500000000000007 -3.4999999999999996 -3.4999999999999996 2404.0227050781255 3673.077514648438 3232.175903320313 12667.155273437502 20021.907226562504 8542.7006835937518 5118.9267578125009 -4.4999999999999991 37.500000000000007 -6.4999999999999991 41.500000000000007 -5.4999999999999991 36.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -3 5 6 -4 -1 12 20 10 16 -12 -6 18 -15 -13 -10 -18 19 -11 22 29 23 28 25 -25 -27 -24 -9 -22 right_child=-2 2 3 -5 7 -7 -8 8 9 13 11 15 -14 14 -16 -17 17 -19 -20 -21 21 -23 27 24 -26 26 -28 -29 -30 -31 leaf_value=0.0022632063548439271 -1.25947057528941e-05 -0.00061608605081476446 0.001242491428716759 -0.0016817216684586018 0.0046738747759162329 0.0033393618793357374 -0.0012939398268185531 0.0065664464653317559 0.0033489654153893507 -0.0080229507070612421 0.012576693251741213 -0.01674418246958493 -0.0018748680594116575 0.00058830631041761016 -0.0052295251115110188 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564 155 373 23952 5182 1845 366 278 786 5659 83 778 1792 1334 153 477 216 251 178 5762 697 internal_value=1.33742e-05 0.000252971 0.000888495 0.00143053 -0.000375783 0.00179542 0.00137183 -0.000771208 -0.000112577 -0.00152944 0.00339288 -0.00581089 -0.00156297 -0.00281673 -0.000957897 -0.00931445 0.0064942 0.0112291 -0.00479558 -0.0117844 0.00161549 -0.000958925 0.00248609 0.00160431 -0.00684287 -0.0165829 -0.0228149 0.00736616 0.00290062 -0.00520507 internal_weight=323485 31632.7 15731.6 11565.2 15901 10351.6 2934 12967 7078.61 3889.54 806.328 203.224 5888.41 3083.21 1589.81 170.699 603.105 240.718 1493.4 138.659 3189.07 805.916 2383.16 2018.44 268.542 151.196 115.327 364.712 1749.9 359.521 internal_count=1412012 150295 78644 54871 71651 48181 15166 56485 31266 17060 3727 894 25219 13333 7027 739 2833 1064 6306 647 14206 3267 10939 9427 1097 620 467 1512 8330 1475 is_linear=0 shrinkage=0.03 Tree=800 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 2 1 2 2 0 2 2 2 2 2 2 2 0 0 1 2 2 2 1 0 1 0 2 0 2 split_gain=1.83108 4.79937 9.77132 14.188 13.9779 12.4264 9.80319 9.50471 7.65853 10.5878 10.2561 8.82715 8.17665 5.82781 11.1378 6.02467 5.60381 9.82635 8.76983 8.27513 6.26698 6.06275 9.36823 7.21984 7.12045 8.32006 6.62064 7.4723 5.49391 5.42715 threshold=-11.499999999999998 12.500000000000002 24.500000000000004 -12.499999999999998 15706.645507812502 799.78054809570324 -33.499999999999993 83842.167968750015 955.99880981445324 20.500000000000004 3008.5642089843755 911.27563476562511 3673.2597656250005 5009.0314941406259 3546.369506835938 9801.5458984375018 19411.564453125004 55.500000000000007 66.500000000000014 -13.499999999999998 11270.709472656252 3618.2971191406255 1957.453552246094 -36.499999999999993 50.500000000000007 -14.499999999999998 53.500000000000007 4814.8464355468759 21.500000000000004 271.27960205078131 decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 11 -10 -7 -12 14 -5 -15 17 21 19 -18 -19 22 23 -4 25 -24 -23 -28 -17 -25 right_child=-2 2 16 13 6 8 7 -9 10 -11 12 -13 -14 15 -16 28 18 20 -20 -21 -22 26 24 29 -26 -27 27 -29 -30 -31 leaf_value=0.0016600372780232093 3.8845272206039784e-05 -0.0092630559325916177 -0.017632179794245837 -0.0045017031577632037 0.014061595360377675 -0.0067343057640084402 -0.0095674590000405773 0.0039413252525992591 -0.01133106272837801 0.033110565527501412 0.014161833201519964 0.026999231596631864 0.0015470812182450473 0.011067762870394293 -0.027687111003658112 -0.0040716755147079857 0.0061800859963216338 -0.0057767486415860126 0.01960980742204638 -0.0056723787995721711 0.014137004239447658 -0.0022524132061488766 0.0030090208388985616 0.0041183540195997865 -0.0038537703501408975 0.013801932841844864 -0.0049511532294230524 0.027344726863632113 -0.023907763394431261 -0.0018870881762123645 leaf_weight=689.69223905657418 319558.5660839742 86.114768106490374 20.402981415390968 32.429845586419106 19.986128356307745 21.781730398535728 308.95838789641857 55.259963616728783 47.106512948870659 17.463784873485565 55.290098577737808 10.274454928934572 282.66570477932692 14.863697797060011 43.875880986452103 39.809113338589668 158.31663955375552 348.27138788998127 29.280950516462326 79.70613406598568 14.828711874783037 640.25255940854549 128.73227588832378 226.93143749982119 51.187718197703362 128.39759193360806 11.508909329771997 14.661557063460348 18.363048434257507 335.89574500918388 leaf_count=6339 1389064 443 101 156 144 117 1299 228 252 104 304 60 1693 70 185 178 810 1652 247 344 86 3255 802 1271 267 798 57 87 77 1666 internal_value=3.09277e-05 -0.000612493 -0.00109585 -0.00346854 -0.00205469 0.00114811 -0.00639532 -0.00751788 0.00321114 0.0143165 0.00178296 0.00407776 0.00361087 -0.0120354 -0.0178333 -0.0059779 4.71839e-05 -0.000519098 0.00411697 0.00221108 -0.00496349 0.000516709 0.00213471 -0.000101212 0.00636431 0.00839845 -0.00164787 0.0131421 -0.0103333 0.000534301 internal_weight=323491 3932.31 3242.62 1054.24 904.902 520.697 384.204 364.218 434.582 49.52 385.062 32.0562 337.956 149.342 76.3057 73.0359 2188.37 1921.07 267.304 238.023 363.1 1557.97 891.548 583.23 308.318 257.13 666.423 26.1705 58.1722 562.827 internal_count=1412156 23092 16753 5310 4644 2973 1671 1527 2530 281 2249 177 1997 666 341 325 11443 10042 1401 1154 1738 8304 4905 3038 1867 1600 3399 144 255 2937 is_linear=0 shrinkage=0.03 Tree=801 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 2 1 2 2 0 2 2 2 2 2 2 2 0 0 1 2 2 2 1 0 1 0 2 0 0 split_gain=1.722 4.51747 9.19732 13.3183 13.1632 11.6686 9.25443 8.9446 7.29246 10.2647 9.62136 8.42232 7.77254 5.41115 10.3786 5.67992 5.28393 9.22943 8.40331 7.94342 5.9099 5.70966 8.8604 6.7482 6.74293 7.94792 6.26393 7.16548 5.33697 5.20998 threshold=-11.499999999999998 12.500000000000002 24.500000000000004 -12.499999999999998 15706.645507812502 799.78054809570324 -33.499999999999993 83842.167968750015 955.99880981445324 20.500000000000004 3008.5642089843755 911.27563476562511 3673.2597656250005 5009.0314941406259 3546.369506835938 9801.5458984375018 19411.564453125004 55.500000000000007 66.500000000000014 -22.499999999999996 11270.709472656252 3618.2971191406255 1957.453552246094 -36.499999999999993 50.500000000000007 -14.499999999999998 53.500000000000007 4814.8464355468759 52.500000000000007 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 3 4 5 -3 -6 -8 9 11 -10 -7 -12 14 -5 -15 17 21 19 -18 -19 22 23 -4 25 -24 28 -28 -23 -17 right_child=-2 2 16 13 6 8 7 -9 10 -11 12 -13 -14 15 -16 29 18 20 -20 -21 -22 26 24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0016118907145704056 3.7679914060532156e-05 -0.0089476253668841557 -0.016988722211641528 -0.0043585548257668687 0.013755549286485754 -0.0065101061071897838 -0.0092826236560091951 0.0038248738095023179 -0.010929224476820784 0.032743786042774267 0.013839535659753426 0.02659257776428196 0.001501895009229652 0.010782546974603468 -0.026700828815825122 -0.0039481501684198519 0.013400533517591212 -0.0055913148118967616 0.019280035794761084 -0.00052450750422055876 0.013811525658898522 -0.0017251799760166189 0.0029239690372272467 0.00051853699115863607 -0.0037315864025202587 0.01349892211458995 -0.0047922309849985694 0.026915701321387188 -0.018560204999798637 -0.023292399935402237 leaf_weight=688.99508436309407 319558.38330236566 86.47052563354373 20.538371294736862 32.489173114299774 19.820415426045656 21.85477684438229 308.88662353157997 55.234515875577927 47.36924897134304 17.134615853428841 54.886562824249268 10.120962038636206 282.43842422217131 14.800138249993323 44.127730906009674 39.822764456272125 45.619999803602695 349.01548928022385 28.894233375787735 192.19240102916956 14.724417023360727 623.406369112432 128.50600469112396 562.61167758703232 51.276476591825485 127.35729947686195 11.533474192023279 14.451596699655054 17.421265594661236 18.283943474292755 leaf_count=6339 1389064 443 101 156 144 117 1299 228 252 104 304 60 1693 70 185 178 293 1652 247 861 86 3169 802 2937 267 798 57 87 86 77 internal_value=3.00037e-05 -0.00059412 -0.00106305 -0.00336558 -0.00199407 0.00111537 -0.00620764 -0.00729431 0.00312123 0.0140076 0.00173147 0.00396756 0.00350937 -0.0116595 -0.0172267 -0.00580906 4.6078e-05 -0.000503326 0.00400293 0.00214676 -0.00480588 0.000501752 0.00207394 -9.80635e-05 0.0061978 0.00818771 -0.00159734 0.0128421 -0.00218285 -0.010035 internal_weight=323489 3930.28 3241.29 1053.74 904.217 520.275 383.942 364.121 433.805 49.1104 384.694 31.9757 337.325 149.524 76.6169 72.9068 2187.55 1920.84 266.707 237.812 363.74 1557.1 890.29 583.15 307.14 255.863 666.813 25.9851 640.828 58.1067 internal_count=1412156 23092 16753 5310 4644 2973 1671 1527 2530 281 2249 177 1997 666 341 325 11443 10042 1401 1154 1738 8304 4905 3038 1867 1600 3399 144 3255 255 is_linear=0 shrinkage=0.03 Tree=802 num_leaves=31 num_cat=0 split_feature=0 2 2 1 2 0 2 2 2 0 2 2 2 0 1 0 1 2 0 0 2 2 0 1 1 0 2 2 1 2 split_gain=1.64657 13.2819 25.5511 12.0131 11.9091 24.8649 24.0329 10.2568 34.7799 25.2083 20.1487 24.4857 15.6637 19.661 18.2982 17.6728 21.7947 15.1339 15.0735 18.0039 20.3837 16.9656 14.439 16.0132 16.1613 16.1602 17.5288 14.7826 17.2107 14.6794 threshold=25.500000000000004 394.01574707031256 436.96165466308599 2.5000000000000004 356.29209899902349 10.500000000000002 361.94923400878912 7128.9062500000009 2661.5908203125005 4.5000000000000009 3618.2971191406255 3673.077514648438 636.29287719726574 10.500000000000002 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 10798.300781250002 3.5000000000000004 4.5000000000000009 1957.453552246094 1896.9642333984377 24.500000000000004 1.0000000180025095e-35 -7.4999999999999991 23.500000000000004 460.37582397460943 444.35388183593756 1.0000000180025095e-35 555.07958984375011 decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 -7 8 12 10 -10 -12 13 14 -4 16 18 -9 21 20 -20 -14 23 24 -15 -25 -27 28 -24 -29 right_child=-2 2 7 -5 5 6 -8 17 9 -11 11 -13 15 22 -16 -17 -18 -19 19 -21 -22 -23 27 25 -26 26 -28 29 -30 -31 leaf_value=0.00052173229469812074 8.0223679060129085e-05 -0.0037407692742446614 0.0093785242778896185 0.0085731591598729694 -0.025738145339696185 0.018157239299921624 0.0022877743179892471 0.0011931002052266921 -0.0045520798702131894 -0.0019156835416160585 0.041853946797279842 0.0031640020887747596 0.02669315360033301 -0.011411064476670268 -0.0208192983548765 0.0015687309659959763 -0.0015938659885832989 -1.8471597499230529e-05 0.0010964610460885797 0.001091452143209915 -0.042035560475470662 -0.028262461966409264 0.0074066361084626064 -0.0031172611325333641 0.0001743339210594839 -0.0013192764912859014 0.011197745336577216 0.00012258639076621615 0.042650612142254012 0.020938497428386136 leaf_weight=2159.2850647605956 205994.68334351573 1718.4863725155592 251.6532876715064 228.78555926680565 20.795427769422531 133.74451972544193 240.01892551779747 11203.554988823365 342.80819079652429 14606.786086462438 14.885135658085344 1340.8096392010921 36.095494945533574 110.714988283813 19.455374151468277 10102.950090974569 5144.3018250763416 54011.486860831734 20.944195449352264 5773.2812028937042 18.634997613728046 5.8792690262198439 38.469335317611694 4038.3996304273605 5109.264711484313 301.58219696581364 151.16033893823624 295.08986656367779 18.451231494545937 34.003711983561516 leaf_count=9850 877698 7334 1215 1048 106 657 1102 47382 1702 61988 73 11249 319 528 87 43242 22264 253876 129 27816 102 39 160 17543 21196 1310 657 1259 82 143 internal_value=2.91074e-05 -6.05132e-05 -0.000110193 0.00198743 0.00139745 0.00618996 0.00796638 -5.49747e-05 -0.00038892 -0.00151344 0.00194573 0.00358881 0.000193714 -0.000761121 0.00721146 0.000662859 -0.000169204 0.000189669 0.00108256 0.000953213 -0.0192113 0.0189957 -0.000975185 -0.00120137 -7.13906e-05 -0.00251472 0.00285987 0.00471497 0.0188312 0.0022734 internal_weight=323486 117492 114709 2782.63 2553.84 394.559 373.763 112991 47775.6 16305.3 1698.5 1355.69 31470.3 10368.2 271.109 21102.1 10999.1 65215 5854.84 5812.86 39.5792 41.9748 10097.1 9711.12 5219.98 4491.14 452.743 386.014 56.9206 329.094 internal_count=1412156 534458 521695 12763 11715 1865 1759 514361 213103 75012 13024 11322 138091 44180 1302 93911 50669 301258 28405 28047 231 358 42878 41234 21724 19510 1967 1644 242 1402 is_linear=0 shrinkage=0.03 Tree=803 num_leaves=31 num_cat=0 split_feature=1 0 0 1 2 2 1 2 2 0 2 2 2 0 2 1 0 2 2 1 2 0 1 2 2 2 2 2 1 1 split_gain=1.59799 4.23951 8.55923 12.4566 12.4775 10.6391 8.73631 8.41786 6.90192 9.95724 9.07649 8.04259 7.45252 5.00814 16.9293 10.32 7.34938 8.36874 6.95341 6.84651 6.1722 6.12728 9.7651 6.75889 7.37846 6.65419 6.50405 11.5957 11.406 9.28615 threshold=-11.499999999999998 12.500000000000002 24.500000000000004 -12.499999999999998 15706.645507812502 799.78054809570324 -33.499999999999993 83842.167968750015 955.99880981445324 20.500000000000004 3008.5642089843755 911.27563476562511 3673.2597656250005 52.500000000000007 8374.6435546875018 -20.499999999999996 67.500000000000014 18300.850585937504 1846.5046997070315 -26.499999999999996 24919.096679687504 37.500000000000007 -16.499999999999996 1682.390319824219 1193.5148925781252 25796.883789062504 4086.971069335938 2902.4506835937505 -24.499999999999996 -28.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -3 -6 -8 9 11 -10 -7 -12 21 18 -16 17 -17 19 -15 -19 26 25 24 -24 -23 27 -4 -29 -28 right_child=-2 2 13 -5 6 8 7 -9 10 -11 12 -13 -14 14 15 16 -18 20 -20 -21 -22 22 23 -25 -26 -27 29 28 -30 -31 leaf_value=0.0015651167631861771 3.5629673145672179e-05 -0.0084661701089550866 -0.0014283435133321371 -0.011263760264796467 0.013454850505697285 -0.0063368834303224831 -0.0090060054523216117 0.0037123843172522197 -0.010579717331778505 0.032368774294016314 0.013567105627196825 0.026173301425840661 0.0014537444013739953 0.021733799136736179 0.024402820291149121 0.013004505041408184 0.016889510615014675 -0.021386719833078886 -0.0081938925563583339 -0.0021144318647230266 0.00089838235551670373 -0.0025353195028723452 0.0023833712069644564 0.0085894030709996374 -0.02527829031215326 0.022495593999721571 0.0086289149864253161 -0.015157525202252621 0.011919064414645365 -0.0045267420281937115 leaf_weight=688.30162591580302 319547.577247184 87.001554492861032 296.55918670445681 149.7188073694706 19.658767439424992 21.911423176527027 308.80504228174686 55.209567934274673 47.598776042461395 16.793646916747093 54.546022340655327 9.962373271584509 282.193628013134 11.509136050939558 26.124673839658499 21.996951505541801 25.071209408342838 21.11607226729393 260.38216169178486 184.76327727735043 23.784224599599838 246.62477569282055 137.94588395953178 278.765176653862 9.261294484138487 9.9437723532319051 54.322148468345404 15.722603641450403 127.94415637850761 434.83694194257259 leaf_count=6339 1389064 443 1456 666 144 117 1299 228 252 104 304 60 1693 59 295 113 162 103 1207 937 140 1434 731 1545 51 57 369 96 703 1985 internal_value=2.82366e-05 -0.000573143 -0.00102738 -0.00324893 -0.00192107 0.00110692 -0.00602501 -0.00707703 0.00303039 0.0136742 0.0016826 0.0038244 0.0034159 4.28196e-05 -0.00236155 0.00776319 0.00303652 -0.0021552 -0.00497986 -0.000716005 -0.00958203 0.000900121 0.00305844 0.00584332 0.000643084 -0.0015652 -0.000684951 0.00196052 0.00895586 -0.00306578 internal_weight=323476 3928.37 3240.07 1053.4 903.681 520.007 383.673 364.015 433.006 48.6674 384.338 31.8738 336.74 2186.67 574.748 118.093 91.9685 66.8972 456.655 196.272 44.9003 1611.93 682.541 425.972 147.207 256.569 929.385 440.226 143.667 489.159 internal_count=1412156 23092 16753 5310 4644 2973 1671 1527 2530 281 2249 177 1997 11443 3016 813 518 356 2203 996 243 8427 3818 2327 782 1491 4609 2255 799 2354 is_linear=0 shrinkage=0.03 Tree=804 num_leaves=31 num_cat=0 split_feature=0 2 2 2 1 1 0 2 0 2 0 0 2 2 0 2 2 2 0 1 0 1 0 2 0 2 2 2 1 2 split_gain=1.53307 12.504 24.0475 11.8502 10.6975 10.278 15.2816 10.2338 23.4517 22.7659 11.2932 26.3552 9.67548 32.7648 23.7202 18.9642 23.2399 14.7187 18.5211 17.2865 16.6323 20.5209 14.4162 17.6941 16.7927 18.6038 14.3285 28.6469 17.1171 14.2509 threshold=25.500000000000004 394.01574707031256 436.96165466308599 65.776599884033217 2.5000000000000004 1.0000000180025095e-35 22.500000000000004 356.29209899902349 10.500000000000002 361.94923400878912 10.500000000000002 14.500000000000002 7128.9062500000009 2661.5908203125005 4.5000000000000009 3618.2971191406255 3673.077514648438 636.29287719726574 10.500000000000002 1.5000000000000002 14.500000000000002 1.0000000180025095e-35 3.5000000000000004 2021.488708496094 4.5000000000000009 1957.453552246094 930.90408325195324 955.99880981445324 1.5000000000000002 10270.009765625002 decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 6 -3 10 -9 -10 -5 -12 13 17 15 -15 -17 18 19 -4 21 22 23 -19 25 -24 -23 28 -28 -14 right_child=-2 2 12 4 -6 -7 -8 8 9 -11 11 -13 29 14 -16 16 -18 20 -20 -21 -22 26 24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.016477459193077412 7.6715680840934737e-05 0.0080663615636509881 0.0091102201290578465 0.014654108568983986 0.0083422429808243416 -0.0060988780252812453 -0.0030334280258450435 -0.025033984463999948 0.017686588969422878 0.0022196786125316293 -0.013511420642737835 0.0012273688317680673 0.0012234912307791893 -0.004415306565816548 -0.0018596342669184229 0.040898540731155411 0.0030695611785122893 0.026499948235493311 -0.00094581536928241782 -0.020334779298356753 0.0015211114751028567 -0.0047866766393856158 0.0010596358972905355 -0.030606553269034973 0.0010583826663821876 -0.039929556154990435 0.015794959768668071 -0.0012932730575601703 -0.0081151985186729923 -5.3058186838854004e-06 leaf_weight=31.130549177527428 205993.87502843328 130.21451003104448 251.26678172498941 51.309498898684978 229.15839560329914 805.74938201904297 782.17173808813095 20.741691201925278 133.18777197599411 239.95773276686668 115.62722212076187 1961.4499236568809 10040.001785107423 342.92148540169001 14607.15563454479 14.777124788612126 1339.9515329388087 35.724643802270293 10094.800938554108 19.324394941329956 10102.063100494444 992.10128094255924 20.928756795823574 5.6562855206429949 5770.6936495304108 19.024592369794846 139.56724444031715 3977.1074290126562 33.394441545009613 55172.538058037695 leaf_count=233 877698 610 1215 268 1046 3538 3186 106 657 1102 651 8700 42439 1702 61988 73 11249 321 42878 87 43242 4280 129 37 27816 102 584 17246 154 258819 internal_value=2.73941e-05 -5.90885e-05 -0.000107296 0.001928 0.00213625 -0.00362979 -0.00144928 0.00157241 0.00601446 0.00774032 0.000750347 0.000406886 -5.3727e-05 -0.000378113 -0.00146954 0.00188692 0.00348219 0.000187514 -0.000738195 0.00700739 0.00064235 -0.000165103 0.00104984 0.0186942 0.000924189 -0.0184582 -0.00154777 -0.000773488 0.0111785 0.000183877 internal_weight=323474 117480 114697 2782.56 2751.43 1718.14 912.386 2522.27 393.887 373.146 2128.39 2077.08 112979 47766.5 16304.8 1697.65 1354.73 31461.7 10365.4 270.591 21096.3 10994.2 5852.03 41.3809 5810.65 39.9533 5142.17 4150.07 172.962 65212.5 internal_count=1412156 534458 521695 12763 12530 7334 3796 11484 1865 1759 9619 9351 514361 213103 75012 13024 11322 138091 44180 1302 93911 50669 28405 358 28047 231 22264 17984 738 301258 is_linear=0 shrinkage=0.03 Tree=805 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 1 2 3 2 2 2 3 2 2 3 2 3 2 2 2 2 2 2 2 2 2 2 2 2 split_gain=2.46703 5.52536 28.7721 49.6709 27.5166 18.588 15.6454 11.0499 9.8698 9.17679 18.8594 16.1385 13.7532 9.77842 22.0073 9.19812 9.08117 8.99399 8.4481 24.3601 8.04977 7.88389 7.48357 7.04439 16.2682 6.73398 8.07107 11.7209 7.55629 6.32519 threshold=1.0000000180025095e-35 28.166500091552738 65050.789062500007 6665.8681640625009 3232.175903320313 50102.638671875007 1.5000000000000002 54479.306640625007 40.666500091552741 25796.883789062504 33836.650390625007 36319.728515625007 40.666500091552741 8374.6435546875018 10057.160644531252 40.666500091552741 3673.077514648438 40.666500091552741 83842.167968750015 99992.636718750015 24919.096679687504 89063.015625000015 7836.1462402343759 2180.0605468750005 1748.5217285156252 16079.829101562502 10537.723632812502 10057.160644531252 14362.723632812502 7128.9062500000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 6 9 8 -7 12 -11 15 25 22 -15 -12 -6 -18 -4 21 -16 -20 29 24 -3 26 27 -5 -28 -14 right_child=1 2 18 5 16 7 -8 -9 -10 10 11 -13 13 14 20 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-7.9409199294760367e-05 0.00012041953171046254 -0.018345471875638449 0.0037378348538000634 -0.0046610719171053154 0.028192679080400587 -0.0099203510706236606 -0.017642354377930627 -0.0087488681908054321 -0.028043568749741878 0.0098899973707353254 -0.025438992887287955 0.00077430822237566001 -0.010209964940249668 0.020329070082831271 -0.0011241587119205064 0.00023757377240300599 0.0036789150258389443 0.013439540423280312 -0.0001934582866598539 0.0013844775320723871 -0.022989523948666865 -0.0065353818244512007 -0.02528235402821136 -0.018449350586578612 0.025380631024144444 -0.01887268110446778 0.014317396466661695 -0.030275998673332413 -0.0066940609894901443 0.0068817878116378068 leaf_weight=155563.11931452592 161519.15902318433 18.578657850623134 660.94575948081911 38.487580746412277 18.62584961950779 50.920133635401726 71.139379613101482 397.76802220195532 57.6788543574512 130.06698612123728 42.172489956021309 141.13005158305168 74.917039439082146 44.594723358750343 242.10433366149664 17.880110330879688 269.57904820144176 124.06818969547749 258.67774365469813 2777.1593507751822 16.165288902819157 554.76481279544532 21.419600650668144 49.534611091017723 13.027333602309225 71.174727275967598 20.889925360679626 27.611637800931931 58.65974186360836 26.337689474225044 leaf_count=693292 687738 89 3309 166 77 217 350 1926 403 692 186 813 351 200 2378 98 1153 529 1102 12556 213 2479 97 281 59 347 93 126 289 124 internal_value=6.65352e-06 8.64328e-05 -0.000785459 -0.00370994 0.00458077 -0.00634723 -0.00406089 -0.0110645 -0.0195459 -0.00306853 0.00098736 -0.0047683 -0.00516005 -0.00202664 0.000867627 -0.017794 0.00772374 0.00675523 0.000620898 4.71429e-05 -0.00249273 -0.00451863 -0.00917215 -0.0113885 -0.00032248 -0.0113097 -0.00761383 -0.0153612 -0.0011764 -0.00576417 internal_weight=323378 167815 6296.08 2044.53 493.414 1551.12 1044.75 506.367 108.599 973.612 331.25 201.183 642.362 425.539 302.864 60.0526 412.273 393.647 4251.55 3590.6 258.27 813.443 122.674 81.1406 31.606 216.824 145.649 66.0992 79.5497 101.255 internal_count=1411733 718441 30703 11257 2188 9069 6523 2546 620 6173 1789 1097 4384 3363 2791 284 1759 1682 19446 16137 2591 3581 572 429 148 1021 674 292 382 475 is_linear=0 shrinkage=0.03 Tree=806 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 1 2 3 2 2 2 3 2 2 3 2 3 2 2 2 2 2 2 2 2 2 2 2 2 split_gain=2.32093 5.20648 27.1363 46.8509 25.9239 17.6186 14.8625 10.6609 9.70724 8.66368 17.7213 15.2904 13.0343 9.23504 20.5914 8.77241 8.49194 8.42732 7.95827 22.9475 7.71957 7.44501 7.13993 6.71497 15.293 6.4411 7.65587 11.2363 7.0976 5.97243 threshold=1.0000000180025095e-35 28.166500091552738 65050.789062500007 6665.8681640625009 3232.175903320313 50102.638671875007 1.5000000000000002 54479.306640625007 40.666500091552741 25796.883789062504 33836.650390625007 36319.728515625007 40.666500091552741 8374.6435546875018 10057.160644531252 40.666500091552741 3673.077514648438 40.666500091552741 83842.167968750015 99992.636718750015 24919.096679687504 89063.015625000015 7836.1462402343759 2180.0605468750005 1748.5217285156252 16079.829101562502 10537.723632812502 10057.160644531252 14362.723632812502 7128.9062500000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 6 9 8 -7 12 -11 15 25 22 -15 -12 -6 -18 -4 21 -16 -20 29 24 -3 26 27 -5 -28 -14 right_child=1 2 18 5 16 7 -8 -9 -10 10 11 -13 13 14 20 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-7.7025827876169448e-05 0.00011680506312996149 -0.017919230559042702 0.0036295816127137549 -0.0045269134566929738 0.02723269163178409 -0.0096396630941229088 -0.017232668632039441 -0.0085073179336655567 -0.027696473927032065 0.0095705602963389973 -0.024873282025787254 0.00075086979520843787 -0.0099431314307976693 0.019599640878769527 -0.0010911599287458838 0.00023041801380493026 0.0035655511436925025 0.013004724528743239 -0.0001876513382358578 0.0013433856045628827 -0.022665054011583929 -0.0063525108934241251 -0.024740998610891452 -0.018049163907101717 0.024453372577109913 -0.018453960305920555 0.013826450496964659 -0.029692641490305538 -0.0065123164479342372 0.0066573395438908143 leaf_weight=155565.30502382538 161521.70189404488 18.451909258961681 660.24963850714266 38.440078869462013 18.702750504016876 50.832096830010414 70.65316566824913 396.80488647520542 56.665049359202385 130.37126677855849 41.842730909585953 141.16873049736023 74.624186053872108 44.862565487623215 241.94564479589462 17.882238246500492 269.80214637517929 124.36532033234835 258.68040741048753 2776.2610982148908 15.908717781305311 553.6303803473711 21.23445850610733 49.120255842804909 13.114321693778036 70.614571049809456 20.981305971741676 27.314019083976746 58.490500167012215 26.407794758677483 leaf_count=693292 687738 89 3309 166 77 217 350 1926 403 692 186 813 351 200 2378 98 1153 529 1102 12556 213 2479 97 281 59 347 93 126 289 124 internal_value=6.44828e-06 8.3831e-05 -0.000762993 -0.00360645 0.00444148 -0.006174 -0.00394754 -0.0107776 -0.019158 -0.00298196 0.000957179 -0.00463253 -0.00501824 -0.00196911 0.000841436 -0.017357 0.00748094 0.00654374 0.000602646 4.57297e-05 -0.00242219 -0.00438931 -0.00892767 -0.0111113 -0.000315357 -0.0110219 -0.00740813 -0.0149807 -0.00114269 -0.00560409 internal_weight=323376 167811 6289.42 2040.6 493.557 1547.04 1042.74 504.302 107.497 972.089 331.265 200.894 640.824 424.983 302.717 59.725 412.87 394.167 4248.82 3588.57 257.854 812.311 122.266 80.6865 31.5662 215.84 145.226 65.7541 79.4718 101.032 internal_count=1411733 718441 30703 11257 2188 9069 6523 2546 620 6173 1789 1097 4384 3363 2791 284 1759 1682 19446 16137 2591 3581 572 429 148 1021 674 292 382 475 is_linear=0 shrinkage=0.03 Tree=807 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 2 2 2 2 2 3 2 2 2 2 split_gain=2.18348 4.90825 10.0183 26.8087 20.1353 13.5536 8.41472 15.847 26.6883 19.5029 12.4377 39.2468 20.2779 7.91495 7.86437 7.36499 6.93006 5.6531 5.48018 5.25515 8.72178 6.57618 6.00968 5.22322 6.26834 5.16105 25.5935 44.1911 24.4908 16.6972 threshold=1.0000000180025095e-35 1.0205000042915346 239.406120300293 356.29209899902349 149.77716064453128 460.37582397460943 4814.8464355468759 2404.0227050781255 2272.6494140625005 2225.1726074218755 1607.8663330078127 1236.168395996094 1087.538757324219 1806.0396118164065 7475.0764160156259 1572.3760986328127 13.500000000000002 1846.5046997070315 5.5000000000000009 1.5000000000000002 482.89285278320318 755.62243652343761 503.44865417480474 6665.8681640625009 5118.9267578125009 28.166500091552738 65050.789062500007 6665.8681640625009 3346.970825195313 50102.638671875007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 9 10 11 12 19 -12 23 -13 17 -15 -6 21 -21 22 -7 24 -8 -3 27 28 -27 -29 right_child=1 25 3 5 18 6 14 -9 -10 -11 13 15 -14 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-7.4714049240079275e-05 -0.0016139724363563193 0.00013551391585746325 -0.020945642413146552 0.019371838741929957 0.010455340032287657 -0.0094861405546928079 0.021618575012995724 -0.0062825446638116247 0.0142814641444563 -0.017871023454936581 0.0085072639861819496 -0.031489807498646855 0.031565433158859971 -0.019537950611760873 -0.00067020360171958949 -0.0071411559091823125 0.0200953173696908 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463 19446 6523 1725 2546 internal_value=6.24938e-06 8.13075e-05 -0.00118177 -0.00227098 0.0018572 -0.00162667 -0.00192636 -0.00299378 -7.21094e-05 -0.00220106 -0.000564621 -0.00665872 0.0023324 0.0023991 0.00178611 -0.0260312 -0.000397691 -0.00146177 0.00912117 -0.00217495 0.00557325 -0.00726159 0.0012953 0.00853794 0.00458943 0.000102149 -0.000741161 -0.00350585 0.00430674 -0.00600541 internal_weight=323374 167807 2723.95 2005.24 718.706 1938.37 1911.09 1484.31 786.025 684.499 619.774 202.79 138.507 416.984 426.777 64.2836 286.021 271.903 232.391 120.004 47.5594 72.4445 38.2044 113.845 82.6417 165083 6282.83 2036.66 493.666 1543 internal_count=1411733 718441 12116 8969 3147 8649 8532 6688 3231 2822 2562 880 604 1682 1844 276 1149 1091 969 525 220 305 156 553 418 706325 30703 11257 2188 9069 is_linear=0 shrinkage=0.03 Tree=808 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 3 2 2 2 2 1 2 3 split_gain=2.05423 4.6235 9.43595 25.4769 18.937 12.7197 7.97321 16.8761 11.4432 12.1509 28.3937 12.8085 11.4381 9.66922 8.23582 15.5709 9.44668 6.66547 5.14988 4.96962 9.04492 5.30405 4.85879 24.1209 41.6594 23.0748 15.8046 14.1389 10.3554 9.68008 threshold=1.0000000180025095e-35 1.0205000042915346 239.406120300293 356.29209899902349 149.77716064453128 460.37582397460943 3912.428344726563 2490.8103027343755 2.5000000000000004 1607.8663330078127 1236.168395996094 1087.538757324219 1806.0396118164065 2623.7399902343755 2272.6494140625005 2180.0605468750005 2404.0227050781255 4086.971069335938 5.5000000000000009 2272.6494140625005 2362.8337402343755 2225.1726074218755 28.166500091552738 65050.789062500007 6665.8681640625009 3232.175903320313 50102.638671875007 1.5000000000000002 54479.306640625007 40.666500091552741 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 -2 -5 7 8 9 10 11 -7 -11 -9 15 -14 -16 -8 -6 21 -21 -10 -3 24 25 -24 27 -26 29 -28 right_child=1 22 3 5 18 6 17 13 19 12 -12 -13 14 -15 16 -17 -18 -19 -20 20 -22 -23 23 -25 26 -27 28 -29 -30 -31 leaf_value=-7.2471614476707192e-05 -0.0015662866606656026 0.00013144618537277387 -0.020487630022274911 0.018730067264048224 0.01013428146619587 -0.0048514894521052487 0.022520836830252709 -0.029511552949369246 0.0042266568756347996 0.010018188595104371 -0.027173018447245068 0.025208219699902154 0.00059080511920801392 -0.0063821653391470832 0.011077691332868593 -0.015470778955631684 -0.0052277890260043463 0.00085088750245809438 -0.006605857422088874 0.026324162660849169 0.00081241316642816032 -0.012851906750573383 -0.010584824227058618 0.00056742613898501891 -0.0027872094983648959 0.0070237729228035716 -0.0090696847449141058 -0.016742422642073405 -0.0079814072071985979 -0.02722401105143555 leaf_weight=155569.48084739631 486.0913317874074 158802.99703928456 66.329900994896889 27.361914187669754 214.56266209483147 90.188401564955711 13.127059519290922 16.771803140640259 198.4826587587595 81.794031590223312 55.205392628908157 14.859595403075216 134.82843652367592 540.38508974015713 69.960686773061752 90.977516770362854 58.901396840810776 476.18976357579231 17.92087546736002 24.515281468629837 25.535078793764114 17.836963579058647 79.904462456703186 4245.7662216038443 969.03044628724456 414.0172197073698 50.646877959370613 70.065601922571659 394.68118919432163 55.292412217706442 leaf_count=693292 2178 675622 320 117 868 383 65 68 832 330 237 63 540 2767 280 365 236 2089 101 100 105 72 429 19446 6173 1759 217 350 1926 403 internal_value=6.05792e-06 7.88618e-05 -0.00114752 -0.00220544 0.00180176 -0.00157936 -0.00187038 -0.00300823 -0.000380752 -0.0026887 -0.00975369 -0.000599384 -9.46906e-05 -0.00707842 -0.00242694 -0.00588043 0.00362464 0.00143223 0.00884388 0.00478946 0.0133084 0.00281842 9.9082e-05 -0.000719392 -0.00340597 0.00417513 -0.00583789 -0.0037282 -0.0102168 -0.0185449 internal_weight=323374 167804 2721.83 2003.25 718.575 1936.92 1909.56 1420.24 863.085 596.715 160.253 105.048 436.462 557.157 354.668 225.806 128.862 489.317 232.484 266.37 50.0504 216.32 165082 6279.4 2033.64 493.922 1539.72 1039.1 500.62 105.939 internal_count=1411733 718441 12116 8969 3147 8649 8532 6378 3543 2434 683 446 1751 2835 1421 905 516 2154 969 1109 205 904 706325 30703 11257 2188 9069 6523 2546 620 is_linear=0 shrinkage=0.03 Tree=809 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 1 1 2 2 2 3 2 2 split_gain=1.93262 4.3549 8.88742 24.2109 17.8111 11.94 7.58246 14.1753 23.6316 17.4734 11.0361 35.5972 18.0491 7.37148 7.025 7.01085 6.43062 5.36166 4.87579 5.93169 4.8507 5.99725 4.83996 4.81801 8.2005 6.23574 5.65435 4.57499 22.7384 39.2812 threshold=1.0000000180025095e-35 1.0205000042915346 239.406120300293 356.29209899902349 149.77716064453128 460.37582397460943 4814.8464355468759 2404.0227050781255 2272.6494140625005 2225.1726074218755 1607.8663330078127 1236.168395996094 1087.538757324219 7475.0764160156259 1572.3760986328127 1806.0396118164065 13.500000000000002 1846.5046997070315 6665.8681640625009 6088.5393066406259 3.5000000000000004 9353.3178710937518 5.5000000000000009 1.5000000000000002 482.89285278320318 755.62243652343761 503.44865417480474 28.166500091552738 65050.789062500007 6665.8681640625009 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 9 10 11 12 23 18 -13 -12 17 -17 19 -8 -15 -22 -6 25 -25 26 -7 -3 29 -29 right_child=1 27 3 5 22 6 13 -9 -10 -11 15 14 -14 20 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-7.0296581303794332e-05 -0.0015199882365898346 0.0001275006058122241 -0.020039523483225029 0.018114446350728043 0.0098238100180003205 -0.0090760922454567895 0.0097221033833849446 -0.0059506231076786216 0.013442261643638516 -0.016916953378463381 0.0080080053034739685 -0.030265830013585886 0.029644872909198504 -0.0026017971785064664 -0.0063785730996551004 -0.018998751207598589 0.019376293151111064 -0.00038663988991746679 0.018302273092481357 -0.0077266462667031025 -0.010423252951781987 0.011399101962220416 -0.006429488371770097 -0.016297240192131888 0.012510880698312278 -0.016257494621831865 0.014122830003356412 0.0040478203439850433 0.00055045392611089295 -0.0056762572136377937 leaf_weight=155571.47477611224 485.87365657091141 158805.6925416328 65.787024922668934 27.441807433962822 214.70121294260025 20.933903738856316 57.64618869125843 695.5201368778944 101.44812183082104 64.632859751582146 131.10220320522785 49.177071660757065 18.712402373552322 247.19609066843987 14.303162828087805 14.727777808904646 14.110718607902525 257.15399050712585 31.36738632619381 25.199457138776779 14.557818591594694 51.18552565574646 17.861015096306801 11.826003059744833 35.858510479331017 34.037497952580452 17.244949966669083 494.14408755302429 4245.381720521953 1536.1748844515532 leaf_count=693292 2178 675622 320 117 868 86 295 3457 409 260 533 213 79 1015 63 59 58 1032 135 123 63 213 101 53 167 149 70 2188 19446 9069 internal_value=5.87181e-06 7.6489e-05 -0.00111423 -0.00214179 0.001748 -0.00153342 -0.00181601 -0.00283177 -6.9365e-05 -0.00207388 -0.000524512 -0.00627836 0.00224223 0.00170526 -0.0248836 0.00226338 -0.000370017 -0.00139485 0.00822874 0.00441465 -0.00067561 0.00656689 0.00857554 -0.00203439 0.00536632 -0.00692108 0.00140259 9.61053e-05 -0.000698349 -0.00330959 internal_weight=323372 167801 2719.61 2001.17 718.436 1935.38 1907.94 1480.79 785.269 683.821 619.188 202.094 138.613 427.152 63.4802 417.095 285.992 271.882 114.213 82.8456 312.939 65.7433 232.562 119.901 47.6845 72.2164 38.1789 165081 6275.7 2030.32 internal_count=1411733 718441 12116 8969 3147 8649 8532 6688 3231 2822 2562 880 604 1844 276 1682 1149 1091 553 418 1291 276 969 525 220 305 156 706325 30703 11257 is_linear=0 shrinkage=0.03 Tree=810 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 2 2 2 2 2 1 2 2 2 2 2 2 0 2 2 0 2 0 0 2 2 0 2 2 split_gain=2.74158 10.1876 17.4526 16.3701 14.9943 10.2871 15.3791 14.9428 9.52807 8.87066 12.8503 8.2933 19.5839 11.3788 14.6698 9.70746 12.0801 11.115 13.2682 9.26427 14.9131 8.67016 10.1583 8.48933 6.97015 6.83973 6.58026 11.0198 6.57217 21.3099 threshold=80.500000000000014 1957.453552246094 2799.732299804688 87.500000000000014 92.500000000000014 86.500000000000014 799.78054809570324 715.63015747070324 1116.587829589844 586.15780639648449 271.27960205078131 1.0000000180025095e-35 2902.4506835937505 3008.5642089843755 3118.6667480468755 3673.2597656250005 4520.4785156250009 3618.2971191406255 88.500000000000014 3473.4255371093755 10057.160644531252 87.500000000000014 4255.0842285156259 84.500000000000014 83.500000000000014 2661.5908203125005 1607.8663330078127 83.500000000000014 42314.533203125007 31594.402343750004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -5 6 7 9 -7 10 -2 12 -4 -13 -15 17 -17 18 -16 -14 21 -21 -23 28 -9 -6 -8 -28 29 -22 right_child=1 2 11 4 25 8 26 24 -10 -11 -12 13 19 14 15 16 -18 -19 -20 20 23 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-1.9838447661050165e-05 -0.011439463529375988 0.011344093339915418 -0.028913115963036674 -0.014401656690876057 0.0022339793687673401 0.0038781727735745131 -0.0056069839464434829 -3.0981136383925692e-05 -0.0022915945949308577 -0.0066826543112990366 0.0043310179026240089 0.01782652503182941 0.0075757789799213437 -0.02618399254243528 0.0045488758271710087 -0.008791075894895601 0.00036402707361284797 0.0092091543404297354 -0.018038437735816464 -0.0070439962179753455 0.0017894093804146185 -0.0065393977450309464 0.0058683989476010483 -0.0014712135860913021 0.0084572769553159042 0.02548897243968077 -0.0060607642290208983 -0.035390496427854891 -0.00081555625689952796 0.020707713740243962 leaf_weight=312079.55440166255 60.739335589110851 228.01490034162998 23.270044848322868 52.360574468970299 64.690125547349453 414.78693491220474 829.78761029243469 174.2254508882761 493.05437894910574 351.31098809838295 198.3729784488678 33.779772043228149 102.58873489499092 18.673791319131851 75.588683500885963 133.47922879457474 4598.0030819070525 224.98997008055449 33.904157791286707 575.850068166852 276.21926578879356 116.83597162365913 120.76737701892853 1542.711500890553 174.03772348165512 13.813395120203493 31.311933994293213 18.248306557536125 267.43044952303171 66.485066868364811 leaf_count=1362375 310 951 97 227 295 1860 3680 753 2216 1537 856 145 453 81 327 613 19728 1101 151 2334 1153 493 510 7095 755 63 131 82 1241 305 internal_value=-3.64709e-05 -0.000495198 1.43538e-05 0.00649007 -0.00196749 -0.00208543 -0.00337593 -0.000747764 0.000527333 -0.00357679 0.00063421 -0.000268695 -0.00149539 0.000472378 0.000357085 0.000454919 0.000105754 0.0053941 -0.00244522 -0.00128749 -0.00159402 -0.00505451 -0.000232849 -0.000286476 0.00421086 0.0063259 -0.00624121 -0.0168601 0.0027091 0.00545958 internal_weight=323395 11315.3 8569.46 358.879 130.864 2745.88 1838.03 958.686 907.841 610.423 259.112 8210.58 3092.16 5118.42 5084.64 5065.97 4731.48 334.483 109.493 3068.89 2966.3 813.453 237.603 2152.85 348.263 78.5035 879.348 49.5602 610.135 342.704 internal_count=1411918 49543 37363 1536 585 12180 8104 4211 4076 2703 1166 35827 13681 22146 22001 21920 20341 1579 478 13584 13131 3337 1003 9794 1508 358 3893 213 2699 1458 is_linear=0 shrinkage=0.03 Tree=811 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 2 2 2 2 2 1 2 2 2 2 2 2 0 2 2 2 2 0 1 2 1 0 1 2 split_gain=2.58009 9.59387 16.4193 15.3881 14.1217 9.69019 14.4976 14.0639 8.96653 8.35921 12.1213 7.80097 18.3217 10.6549 13.905 9.11084 11.3964 10.4099 12.5461 8.72701 14.13 7.52629 10.7616 11.7237 7.30456 7.63816 6.82375 6.54528 6.48839 6.5336 threshold=80.500000000000014 1957.453552246094 2799.732299804688 87.500000000000014 92.500000000000014 86.500000000000014 799.78054809570324 715.63015747070324 1116.587829589844 586.15780639648449 271.27960205078131 1.0000000180025095e-35 2902.4506835937505 3008.5642089843755 3118.6667480468755 3673.2597656250005 4520.4785156250009 3618.2971191406255 88.500000000000014 3473.4255371093755 4337.8815917968759 5118.9267578125009 8374.6435546875018 83.500000000000014 -2.4999999999999996 6815.6660156250009 -1.4999999999999998 83.500000000000014 4.5000000000000009 1607.8663330078127 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -5 6 7 9 -7 10 -2 12 -4 -13 -15 17 -17 18 -16 -14 -21 26 23 24 -23 -26 -22 -9 29 -8 right_child=1 2 11 4 -6 8 28 27 -10 -11 -12 13 19 14 15 16 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-1.9243258057335309e-05 -0.011137803502652411 0.010997839540451956 -0.027902427350057223 -0.013984678644153301 0.0061386577880335148 0.0037623409654506629 -0.0060256048789950429 -3.0051937705769811e-05 -0.0022234250937781873 -0.0064906673956675381 0.0041999857914787036 0.017213434241668914 0.007361532140391403 -0.025589444823999576 0.0044069946569151751 -0.008550876747300977 0.00035310439331052778 0.0089010037759329197 -0.017594382797478603 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internal_value=-3.53778e-05 -0.000480407 1.39175e-05 0.00629469 -0.00190972 -0.00202421 -0.00327746 -0.000725754 0.000511615 -0.00347319 0.000615431 -0.000260612 -0.00145025 0.000458112 0.000346305 0.000441198 0.000102578 0.00522084 -0.00237439 -0.00124868 -0.0015459 -0.000882328 -0.00116315 -0.00742181 -0.0147229 -0.0184416 0.00808308 0.00408182 -0.00606171 -0.00667583 internal_weight=323394 11314.5 8570.25 358.914 130.778 2744.2 1836.54 958.286 907.659 609.799 258.941 8211.34 3092.54 5118.79 5084.86 5066.33 4731.14 335.183 109.4 3069.16 2966.75 2690.38 2608.67 225.854 105.489 86.3319 81.7125 348.488 878.253 831.111 internal_count=1411918 49543 37363 1536 585 12180 8104 4211 4076 2703 1166 35827 13681 22146 22001 21920 20341 1579 478 13584 13131 11995 11662 919 425 346 333 1508 3893 3645 is_linear=0 shrinkage=0.03 Tree=812 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 2 2 1 2 0 2 1 2 2 2 2 2 2 0 2 2 0 2 0 2 2 2 1 split_gain=2.42819 9.03354 15.4469 14.4907 9.60369 11.7302 9.12633 13.6606 13.5048 10.9369 8.43807 8.26976 7.85926 7.33818 17.1515 9.98019 13.1818 8.55194 10.7509 9.7514 11.8635 8.22081 13.3819 8.06207 9.10659 7.98952 6.19773 20.3406 9.58664 16.5962 threshold=80.500000000000014 1957.453552246094 2799.732299804688 83.500000000000014 2078.127319335938 81.500000000000014 86.500000000000014 799.78054809570324 755.62243652343761 -5.4999999999999991 1116.587829589844 82.500000000000014 2748.945678710938 1.0000000180025095e-35 2902.4506835937505 3008.5642089843755 3118.6667480468755 3673.2597656250005 4520.4785156250009 3618.2971191406255 88.500000000000014 3473.4255371093755 10057.160644531252 87.500000000000014 4255.0842285156259 84.500000000000014 42314.533203125007 35052.082031250007 20021.907226562504 -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 6 3 4 5 -3 7 8 9 -2 -8 -11 -5 14 -4 -15 -17 19 -19 20 -18 -16 23 -23 -25 26 27 28 29 -24 right_child=1 2 13 12 -6 -7 10 -9 -10 11 -12 -13 -14 15 21 16 17 18 -20 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31 leaf_value=-1.8665943511300408e-05 0.023472931387187028 0.020354084402058988 -0.026942217747428551 0.00011240927223970677 0.01997789019046365 -0.013491873856293062 0.003649972313827255 -0.005885908034329995 0.0062380752177076514 -0.0061209376013138476 -0.0021572707952596747 0.00020662531008375026 0.020022405049147624 0.016626396697569323 0.0071531582528834908 -0.025011827651095421 0.0042697408102858646 -0.0083168811156702303 0.0003425096319246334 0.0086044825451231498 -0.017161355952180296 -0.0066943122374765922 -0.014029471363093815 -0.0060843051361206988 0.0056590500682783887 -0.0014091218862479018 -0.00077361503524902349 0.024105645949314653 -0.0062842834256118547 0.0092857741275351874 leaf_weight=312079.79745119356 14.281183421611784 16.750255733728409 23.492934927344322 216.51349426060915 85.75659117102623 20.488125503063202 414.67506263405085 877.37053267657757 199.62257060408592 380.70452830195427 492.80461743474007 363.27508749812841 19.44620880484581 34.072993457317352 102.23410996794701 18.397782385349274 75.768176391720772 132.76229423284531 4598.0486890324391 226.54539181664586 33.536408465355635 576.1371364146471 32.325260907411575 117.18330352008343 120.59003418684006 1543.6299666687846 267.55715656280518 45.051441371440887 81.602022118866444 183.20635065436363 leaf_count=1362375 63 69 97 944 354 85 1860 3893 858 1697 2216 1593 84 145 453 81 327 613 19728 1101 151 2334 141 493 510 7095 1241 211 344 762 internal_value=-3.43179e-05 -0.00046606 1.34732e-05 0.00610508 0.0144538 0.00173243 -0.00196461 -0.00318149 -0.000704392 -0.00253209 0.000496363 -0.00303128 0.00175326 -0.000252792 -0.0014065 0.000444283 0.000335853 0.000427894 9.94983e-05 0.0050537 -0.00230567 -0.00121106 -0.00149924 -0.0047762 -0.0001285 -0.000260642 0.00264686 0.00532136 0.00247329 0.00578897 internal_weight=323394 11313.8 8571.1 358.955 122.995 37.2384 2742.73 1835.25 957.883 758.261 907.48 743.98 235.96 8212.14 3093.01 5119.13 5085.06 5066.66 4730.81 335.85 109.305 3069.52 2967.28 813.91 237.773 2153.37 609.742 342.185 297.134 215.532 internal_count=1411918 49543 37363 1536 508 154 12180 8104 4211 3353 4076 3290 1028 35827 13681 22146 22001 21920 20341 1579 478 13584 13131 3337 1003 9794 2699 1458 1247 903 is_linear=0 shrinkage=0.03 Tree=813 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 2 2 1 2 0 1 2 2 2 2 2 2 0 2 2 2 2 0 1 2 1 2 1 2 split_gain=2.28496 8.50643 14.537 14.0488 13.2238 8.59607 12.8759 12.7031 10.3509 7.94075 7.79627 6.90249 16.0654 9.35096 12.4977 8.02824 10.1416 9.13617 11.2181 7.74377 12.6639 7.17146 9.9002 10.7158 6.88164 7.19587 6.37997 6.20484 6.12016 6.18257 threshold=80.500000000000014 1957.453552246094 2799.732299804688 87.500000000000014 92.500000000000014 86.500000000000014 799.78054809570324 755.62243652343761 -5.4999999999999991 1116.587829589844 82.500000000000014 1.0000000180025095e-35 2902.4506835937505 3008.5642089843755 3118.6667480468755 3673.2597656250005 4520.4785156250009 3618.2971191406255 88.500000000000014 3473.4255371093755 4337.8815917968759 5118.9267578125009 8374.6435546875018 83.500000000000014 -2.4999999999999996 6815.6660156250009 -1.4999999999999998 2661.5908203125005 4.5000000000000009 1607.8663330078127 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -5 6 7 8 -2 -7 -10 12 -4 -13 -15 17 -17 18 -16 -14 -21 26 23 24 -23 -26 -22 -6 29 -8 right_child=1 2 11 4 27 9 28 -9 10 -11 -12 13 19 14 15 16 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-1.8105991361232092e-05 0.022930559196240149 0.010415340198105574 -0.026028472873472076 -0.013611757332873314 0.0019793479451028877 0.0035409628954023754 -0.0056810294697809344 0.0060455409797645215 -0.0059452605425614983 -0.0020930728524136012 0.00020042036896643107 0.016063846932443577 0.0069504965547638967 -0.024450159807412102 0.0041369501639387345 -0.0080889331072764824 0.00033223264362029672 0.0083190491455044872 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201 internal_value=-3.32886e-05 -0.000452125 1.30766e-05 0.00592323 -0.00191985 -0.00190684 -0.00308854 -0.000683585 -0.00245806 0.000481565 -0.00294234 -0.000245181 -0.00136404 0.000430875 0.000325719 0.000414994 9.65107e-05 0.00489241 -0.00223897 -0.00117453 -0.00145395 -0.000825454 -0.00109943 -0.00710318 -0.0140846 -0.0176968 0.00792903 0.00586883 -0.00571615 -0.00631376 internal_weight=323393 11312.8 8571.66 358.877 130.692 2741.11 1833.81 957.468 757.671 907.303 743.489 8212.78 3093.35 5119.43 5085.23 5066.97 4730.48 336.484 109.207 3069.77 2967.7 2690.93 2609.27 225.804 105.459 86.2876 81.6593 78.4393 876.34 829.224 internal_count=1411918 49543 37363 1536 585 12180 8104 4211 3353 4076 3290 35827 13681 22146 22001 21920 20341 1579 478 13584 13131 11995 11662 919 425 346 333 358 3893 3645 is_linear=0 shrinkage=0.03 Tree=814 num_leaves=31 num_cat=0 split_feature=0 2 2 0 0 0 2 2 2 0 2 1 2 2 2 2 2 2 0 2 2 0 0 2 0 1 2 2 2 2 split_gain=2.1504 8.00925 13.6783 13.2092 12.4553 8.09561 12.1322 12.0707 8.28697 12.9498 7.47274 6.49326 15.0558 8.76382 11.8503 7.53744 9.56637 8.56122 10.6078 7.2944 12.011 7.51951 7.49743 8.16349 6.08426 6.02927 5.85903 5.84399 19.6525 17.0704 threshold=80.500000000000014 1957.453552246094 2799.732299804688 87.500000000000014 92.500000000000014 86.500000000000014 799.78054809570324 715.63015747070324 674.87377929687511 82.500000000000014 1116.587829589844 1.0000000180025095e-35 2902.4506835937505 3008.5642089843755 3118.6667480468755 3673.2597656250005 4520.4785156250009 3618.2971191406255 88.500000000000014 3473.4255371093755 10057.160644531252 84.500000000000014 87.500000000000014 4255.0842285156259 83.500000000000014 2.5000000000000004 2661.5908203125005 42314.533203125007 31594.402343750004 20021.907226562504 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 -3 -5 6 7 8 9 -2 -7 12 -4 -13 -15 17 -17 18 -16 -14 22 27 -21 -24 -9 -12 -6 28 29 -22 right_child=1 2 11 4 26 10 -8 24 -10 -11 25 13 19 14 15 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-1.756279649772584e-05 -0.0057065322817168264 0.010099317616571422 -0.025157622806455861 -0.0132187751853866 0.0019199569856473897 0.0034352105315504367 -0.0055502014460519292 -0.00017959662780431623 -0.01325238667444187 0.0037959062449311395 -0.0012157587115175516 0.015524354740802311 0.0067533921359483294 -0.023903548591260947 0.0040084634306987044 -0.0078668820254966815 0.00032226428772055268 0.0080441951716790638 -0.016326794526727022 -0.0063634421054304816 0.0056361894680986586 -0.0013501506213327299 -0.0056590100668928054 0.0054560657100543534 0.007743868655077946 -0.015547674109518286 0.023509113477254515 -0.00073415151180905754 0.019934392374229497 -0.012378121159187575 leaf_weight=312080.02625167224 330.3153667524457 228.26359386742115 23.66973040997982 52.193200588226318 64.692916080355644 414.56193897873163 875.48584215342999 174.32056960463524 65.997309401631355 211.85783915221691 464.55552041530609 34.331068962812424 101.89142166078091 18.117333769798279 75.934495449066162 132.07206999510527 4598.0906787225977 227.98080875724554 33.172902151942253 576.35368333756924 215.3537483215332 1544.5008773952723 117.49958039820194 120.41380426287651 174.5628138333559 28.01082880795002 13.711330294609068 267.67629124969244 65.680161148309708 60.682933002710342 leaf_count=1362375 1482 951 97 227 295 1860 3893 753 284 937 2071 145 453 81 327 613 19728 1101 151 2334 903 7095 493 510 755 145 63 1241 305 250 internal_value=-3.22911e-05 -0.000438623 1.26604e-05 0.00574575 -0.0018636 -0.00185066 -0.00299804 -0.000663391 -0.00321519 -0.00199339 0.000467207 -0.00023783 -0.00132294 0.000417876 0.000315893 0.000402487 9.36131e-05 0.00473673 -0.00217425 -0.00113917 -0.00141011 -0.000236732 -0.00451392 -3.33974e-05 0.00378489 -0.00203077 0.00569547 0.00258522 0.00518537 0.00167599 internal_weight=323392 11312 8572.28 358.861 130.597 2739.67 1832.54 957.054 608.171 542.173 907.128 8213.42 3093.72 5119.7 5085.37 5067.25 4730.16 337.088 109.107 3070.05 2968.16 2153.89 814.267 237.913 348.883 492.566 78.4042 609.393 341.717 276.037 internal_count=1411918 49543 37363 1536 585 12180 8104 4211 2703 2419 4076 35827 13681 22146 22001 21920 20341 1579 478 13584 13131 9794 3337 1003 1508 2216 358 2699 1458 1153 is_linear=0 shrinkage=0.03 Tree=815 num_leaves=31 num_cat=0 split_feature=3 1 0 2 2 2 2 1 2 2 2 1 1 2 2 1 0 3 2 2 2 2 2 1 2 2 2 0 2 2 split_gain=3.23264 13.9556 10.6428 13.6917 40.8278 33.66 22.9066 18.007 13.7089 15.3162 13.7669 12.7241 11.8369 12.0562 15.1069 11.1182 10.2876 9.11764 10.221 21.6903 17.8537 14.4222 24.0795 19.0742 13.4794 22.1177 11.4681 10.5926 12.4892 9.98459 threshold=1.469500005245209 -8.4999999999999982 58.500000000000007 3290.9838867187505 2580.519653320313 2490.8103027343755 3473.4255371093755 7.5000000000000009 9139.0400390625018 6815.6660156250009 10798.300781250002 1.5000000000000002 -2.4999999999999996 10057.160644531252 14362.723632812502 9.5000000000000018 52.500000000000007 1.532000005245209 3407.3515625000005 3673.077514648438 3118.6667480468755 2580.519653320313 2799.732299804688 2.5000000000000004 2404.0227050781255 1607.8663330078127 2180.0605468750005 59.500000000000007 2748.945678710938 2321.0456542968755 decision_type=2 2 2 2 2 2 2 2 2 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 12 4 5 -4 11 8 9 -8 -10 -5 13 -3 -15 -6 -1 18 20 -20 21 24 23 27 25 -2 -27 28 -23 -28 right_child=17 2 3 6 15 -7 7 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 29 -29 -30 -31 leaf_value=0.0041655947986936588 0.00013576151970754705 -0.00087279135283533347 -0.0018768774168647247 0.0051347106495792834 -0.013067565186036061 0.026635178334525025 -0.0013565393063040088 -0.021078855517169016 0.020275942741705293 -0.016774162657457264 0.0018528197791359883 0.024143263719071273 -4.8516701061389023e-05 -0.010641608434169537 -0.0019663822185985304 0.0061245359745808305 -0.00099604684920152442 1.2606254105448217e-05 0.0081282810842495529 0.0012698182702433878 -0.0048087605867020424 0.0060872785550884056 2.3777864755484654e-05 -0.0057018534840003708 -0.006984050420748459 0.018368447339959793 -0.010361866069690541 0.025816237820688835 0.027019549146249853 0.015970268553806153 leaf_weight=1131.7524194642901 3189.7347432747483 6538.7040716260672 1212.6579657047987 85.725052177906036 396.83224453032017 38.446293979883194 312.70693951845169 38.775718554854393 40.507096856832504 71.193659707903862 369.47288386523724 50.284465625882149 76369.01305372268 263.5479112714529 574.395054474473 29.162917330861092 501.517613299191 227745.15910422156 506.55575688183308 2296.2764357477427 559.64888264238834 102.01436126232147 334.66931250691414 43.431255102157593 221.43848826736212 93.58618400990963 30.307574734091759 68.441807314753532 34.271431818604469 22.641730800271034 leaf_count=6203 13553 28604 5185 357 1618 157 1348 170 164 291 1545 209 329896 1108 2455 130 2550 997749 2103 9650 2336 435 1410 177 939 390 125 278 147 93 internal_value=-1.15245e-05 -0.000166612 -0.00021855 -0.0020919 -0.00373204 -0.00100071 0.00074776 -0.00111676 -0.000141743 -0.00421571 0.00367307 0.0121624 -0.000159365 -0.00130696 -0.00469489 -0.0117537 0.00258064 4.65057e-05 0.00107548 0.00250935 0.000220436 0.000900199 0.00527466 0.012356 0.00018357 0.000659307 0.0120557 0.0161869 0.0113511 0.000898057 internal_weight=323273 88024.7 86391.4 2645.77 1677.1 1251.1 968.666 832.656 793.881 383.901 409.98 136.01 83745.7 7376.65 837.943 425.995 1633.27 235248 7503.02 2802.83 4700.19 4140.54 582.828 248.159 3557.71 3336.27 146.535 204.728 136.286 52.9493 internal_count=1411375 381990 373237 11174 7090 5342 4084 3518 3348 1639 1709 566 362063 32167 3563 1748 8753 1029385 31636 11753 19883 17547 2447 1037 15100 14161 608 860 582 218 is_linear=0 shrinkage=0.03 Tree=816 num_leaves=31 num_cat=0 split_feature=3 1 0 2 2 2 2 1 2 2 2 1 1 2 2 1 0 2 2 1 1 3 2 2 2 2 2 1 2 2 split_gain=3.04158 13.1458 10.0193 12.8863 38.4493 31.7485 21.6017 16.9738 12.9035 14.4341 12.9686 12.0679 11.1334 11.3305 14.1742 10.5079 9.70663 8.66932 20.3589 13.1867 10.6109 8.58019 9.61925 20.4421 16.7941 13.5821 22.7098 17.9898 12.6757 20.8334 threshold=1.469500005245209 -8.4999999999999982 58.500000000000007 3290.9838867187505 2580.519653320313 2490.8103027343755 3473.4255371093755 7.5000000000000009 9139.0400390625018 6815.6660156250009 10798.300781250002 1.5000000000000002 -2.4999999999999996 10057.160644531252 14362.723632812502 10.500000000000002 52.500000000000007 3118.6667480468755 3008.5642089843755 -1.4999999999999998 1.5000000000000002 1.532000005245209 3407.3515625000005 3673.077514648438 3118.6667480468755 2580.519653320313 2799.732299804688 2.5000000000000004 2404.0227050781255 1607.8663330078127 decision_type=2 2 2 2 2 2 2 2 2 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 12 4 5 -4 11 8 9 -8 -10 -5 13 -3 -15 17 -1 18 19 -6 -20 22 24 -24 25 28 27 -27 29 -2 right_child=21 2 3 6 15 -7 7 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0040488412247778128 0.00013168755921734725 -0.00084642077290792231 -0.0018208741793280735 0.0049850815506746783 0.014477317479403874 0.025905101664418884 -0.0013160020057918712 -0.020481754961970012 0.01968689156743612 -0.016290386442071758 0.0017978072616784994 0.023526224905586493 -4.7061384441327949e-05 -0.010304456114984218 -0.0019066957471646402 0.0074264607811610891 -0.0009657500988000656 -0.0067359072966075607 -0.030268501128764329 -0.012040641857516254 -0.007658742677660038 1.2228052677637094e-05 0.0078927322158926488 0.0012317133226349575 -0.004662777985027987 0.015731081622161754 2.3065032023927134e-05 -0.0055326154340732325 -0.0067703022149123333 0.011705715364045018 leaf_weight=1129.4912068545818 3189.7575106024742 6540.1254033893347 1212.4590830951929 85.650344595313072 19.542384952306747 38.345446243882179 312.66970704495907 38.709952905774117 40.468116641044617 71.109932720661163 369.35706566274166 50.058656454086304 76368.761940136552 263.99881117045879 574.60125701129436 25.086233556270599 501.73004054278135 145.22431252896786 88.425199955701828 123.74686995148659 23.684888243675232 227745.04489246797 506.03117397427559 2296.2955722212791 559.85213835537434 204.34710082411766 334.66867165267467 43.417204633355141 221.57460797578096 146.39333507418633 leaf_count=6203 13553 28604 5185 357 80 157 1348 170 164 291 1545 209 329896 1108 2455 112 2550 590 361 505 100 997749 2103 9650 2336 860 1410 177 939 608 internal_value=-1.11772e-05 -0.000161613 -0.00021199 -0.00203008 -0.00362137 -0.000970889 0.00072587 -0.00108373 -0.000137547 -0.00409058 0.00356426 0.0118243 -0.00015458 -0.00126738 -0.00455039 -0.0114089 0.00250646 -0.0125883 -0.0159161 -0.00842401 -0.0254919 4.51118e-05 0.00104335 0.00243453 0.000213873 0.000873317 0.00512009 0.0120049 0.000178081 0.000639566 internal_weight=323271 88023.2 86392 2644.54 1676.51 1250.8 968.024 832.315 793.605 383.78 409.825 135.709 83747.5 7378.73 838.6 425.71 1631.22 400.624 255.399 143.289 112.11 235247 7502.34 2802.33 4700.01 4140.16 582.433 247.764 3557.73 3336.15 internal_count=1411375 381990 373237 11174 7090 5342 4084 3518 3348 1639 1709 566 362063 32167 3563 1748 8753 1636 1046 585 461 1029385 31636 11753 19883 17547 2447 1037 15100 14161 is_linear=0 shrinkage=0.03 Tree=817 num_leaves=31 num_cat=0 split_feature=3 1 0 2 2 2 2 1 2 2 2 1 1 2 2 1 0 2 2 1 3 2 2 3 1 0 2 0 0 2 split_gain=2.86184 12.3828 9.43368 12.1305 36.2364 29.9525 20.3721 16.002 12.1455 13.6045 12.2194 11.4488 10.4719 10.6493 13.3978 9.90996 9.15786 8.65116 21.4227 12.1963 8.49115 9.46299 13.2967 12.4052 11.778 10.1519 9.89056 16.8683 9.81798 9.26797 threshold=1.469500005245209 -8.4999999999999982 58.500000000000007 3290.9838867187505 2580.519653320313 2490.8103027343755 3473.4255371093755 7.5000000000000009 9139.0400390625018 6815.6660156250009 10798.300781250002 1.5000000000000002 -2.4999999999999996 10057.160644531252 20654.361328125004 9.5000000000000018 52.500000000000007 3118.6667480468755 3008.5642089843755 -1.4999999999999998 1.0205000042915346 7303.1936035156259 3673.2597656250005 1.1510000228881838 -4.4999999999999991 42.500000000000007 2272.6494140625005 44.500000000000007 52.500000000000007 2404.0227050781255 decision_type=2 2 2 2 2 2 2 2 2 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 12 4 5 -4 11 8 9 -8 -10 -5 13 20 -15 17 -1 18 19 -6 29 22 26 28 -25 -26 -22 -28 -24 -3 right_child=-2 2 3 6 15 -7 7 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 27 -29 -30 -31 leaf_value=0.0039351596325285397 4.3759549648020707e-05 0.0062108456559088606 -0.0017665360785944419 0.0048397453974790448 0.014072266276063712 0.025201515231387282 -0.0012766725733663028 -0.019904026638059739 0.019118106337822613 -0.015822060402901059 0.0017444146168852689 0.022928477399948355 -4.5649692980062456e-05 -0.0074300825834487201 0.00034781692527679033 0.0057695890068211672 -0.0009363875003967954 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14415 1097 536 451 152 443 3497 6139 93 475 internal_value=-1.08408e-05 -0.000156766 -0.00020563 -0.00197028 -0.00351447 -0.000941963 0.000704636 -0.0010517 -0.000133476 -0.00396923 0.00345871 0.0114961 -0.000149938 -0.00122901 -0.00441051 -0.0110799 0.00243432 -0.0123247 -0.0156816 -0.00795612 -0.000820853 -0.0010925 -0.00134231 -0.00657967 -0.0106073 -0.00503933 -0.000954202 0.000644567 0.000245075 0.00347971 internal_weight=323268 88021.5 86392.3 2643.08 1675.72 1250.5 967.363 831.959 793.32 383.653 409.667 135.403 83749.2 7380.73 839.223 425.216 1629.23 395.962 251.71 141.475 6541.5 6152.85 5887.43 406.177 255.434 146.209 5481.25 2129.52 150.743 388.65 internal_count=1411375 381990 373237 11174 7090 5342 4084 3518 3348 1639 1709 566 362063 32167 3563 1748 8753 1618 1032 578 28604 26823 25726 1675 1046 595 24051 9636 629 1781 is_linear=0 shrinkage=0.03 Tree=818 num_leaves=31 num_cat=0 split_feature=1 0 2 1 2 2 2 1 0 1 2 2 0 0 2 2 0 0 0 2 0 2 1 1 0 1 1 0 0 2 split_gain=2.83191 6.49096 9.46126 8.05804 4.72873 16.3323 5.76358 9.72055 4.26205 5.02917 3.93646 3.257 7.51046 4.76743 5.16904 4.63449 3.82724 2.62677 3.49354 3.07411 2.48078 4.3606 4.5869 10.2358 4.2998 4.25294 7.02128 3.38234 3.27824 5.59606 threshold=11.500000000000002 23.500000000000004 1748.5217285156252 12.500000000000002 26691.365234375004 16437.536132812504 40737.804687500007 13.500000000000002 15.500000000000002 12.500000000000002 482.89285278320318 12667.155273437502 15.500000000000002 14.500000000000002 3997.433227539063 10798.300781250002 16.500000000000004 21.500000000000004 19.500000000000004 755.62243652343761 88.500000000000014 99992.636718750015 30.500000000000004 40.500000000000007 82.500000000000014 33.500000000000007 25.500000000000004 93.500000000000014 83.500000000000014 12367.713378906252 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 -6 9 -8 -5 13 -13 14 -4 16 -15 18 19 -12 24 25 -23 -24 -3 26 -22 -27 -26 -30 right_child=1 20 4 10 6 -7 8 -9 -10 -11 17 12 -14 15 -16 -17 -18 -19 -20 -21 21 22 23 -25 28 27 -28 -29 29 -31 leaf_value=1.2346381092030205e-06 0.010968952638324628 -0.0010744931111941218 0.0061566576163785231 0.0040081817976919806 -0.010283297194619057 -0.021545620272343267 0.0027080068786893229 0.019935505809506218 0.00011159936485494786 0.020288431210690586 -0.0015680698996986195 0.0093391800863560394 -0.022333969782622198 -0.0088477169527731263 -0.019956142389029815 0.016388321375293863 0.0053325206507435687 -0.0040822206789338008 -0.034340095418594695 -0.022938100562521151 -0.0089388274890223936 0.0072265860671664652 -0.030854432979259556 0.0023647391905483686 0.013807225817286764 0.0030287142573455165 -0.036324513297197811 -0.016273401016934863 -0.006308435091323345 0.0071698736913678156 leaf_weight=317702.10342314566 16.082351267337799 4632.5451385304332 12.99063277244568 10.088229939341543 11.691828265786169 25.998581275343895 34.283689647912979 53.047233194112778 100.83407990634441 25.565170660614967 10.166501969099047 13.343172594904901 13.611233055591581 18.878514245152473 14.368899494409559 31.471971839666367 184.96847474575043 11.469014078378676 11.370321884751318 14.99241767823696 34.649137929081917 42.366990324109793 11.5171414129436 30.339125604834408 26.117181584239006 29.653164371848106 11.133104115724562 11.278010524809359 44.657698258757591 73.113133870065212 leaf_count=1384022 85 22855 63 46 48 105 152 244 416 117 67 58 57 84 60 134 785 69 75 99 182 181 50 340 116 164 66 98 212 325 internal_value=-1.05146e-05 -0.000681563 0.00222452 -0.00782369 0.00360195 0.00123177 0.00692064 0.014478 0.00387577 0.0102177 -0.0130268 0.00327636 -0.00665489 0.00429544 -0.00755747 0.00567353 0.00401927 -0.0166072 -0.0205396 -0.0143027 -0.00104294 -0.00459404 0.000267835 -0.00677583 -0.000915859 -0.0093163 -0.0155983 -0.00228971 0.00419144 0.00205901 internal_weight=323265 5562.59 615.222 74.1688 541.053 315.631 225.422 64.7391 160.683 59.8489 58.0865 289.633 26.9544 262.678 27.3595 235.319 203.847 47.9983 36.5292 25.1589 4947.37 170.937 84.2233 41.8563 4776.43 86.7134 45.7822 40.9312 143.888 117.771 internal_count=1411375 27353 2764 441 2323 1346 977 292 685 269 356 1241 115 1126 123 1003 869 310 241 166 24589 1081 571 390 23508 510 248 262 653 537 is_linear=0 shrinkage=0.03 Tree=819 num_leaves=31 num_cat=0 split_feature=3 1 0 2 2 2 2 1 2 2 2 1 1 2 2 1 0 3 2 2 2 2 2 1 2 2 2 1 2 2 split_gain=2.67963 11.6572 8.88085 11.4195 34.1528 28.2643 19.2147 15.0614 11.4322 12.8241 11.5157 10.8682 9.86436 10.0086 12.8515 9.41513 8.63952 8.08526 9.05762 19.2704 15.792 12.7938 21.4249 17.1979 11.9191 19.6283 10.8399 9.97859 9.99599 9.87458 threshold=1.469500005245209 -8.4999999999999982 58.500000000000007 3290.9838867187505 2580.519653320313 2490.8103027343755 3473.4255371093755 7.5000000000000009 9139.0400390625018 6815.6660156250009 10798.300781250002 1.5000000000000002 -2.4999999999999996 10057.160644531252 14362.723632812502 10.500000000000002 52.500000000000007 1.532000005245209 3407.3515625000005 3673.077514648438 3118.6667480468755 2580.519653320313 2799.732299804688 6.5000000000000009 2404.0227050781255 1607.8663330078127 2180.0605468750005 -3.4999999999999996 3061.900268554688 1896.9642333984377 decision_type=2 2 2 2 2 2 2 2 2 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 12 4 5 -4 11 8 9 -8 -10 -5 13 -3 -15 -6 -1 18 20 -20 21 24 23 -23 25 -2 29 -24 -29 -27 right_child=17 2 3 6 15 -7 7 -9 10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 27 -25 -26 26 -28 28 -30 -31 leaf_value=0.0038244440502133198 0.00012684147932769016 -0.00079620725370503295 -0.0017132183060266835 0.0046985439944229532 -0.0118819980605808 0.024523419993435189 -0.0012385523014050498 -0.019328314375933919 0.018568486187251085 -0.015368533761440515 0.0016925579328572818 0.022352017767986988 -4.354710294575064e-05 -0.0097450521986324427 -0.0017572674959012594 0.00703489451837651 -0.00090796681810447334 1.0713432530519295e-05 0.0076645421992591134 0.0011944838492441688 -0.0045211901377606844 0.013745195886177711 0.016845799610596447 -0.018436542710830759 -0.0065638792484482454 0.0096356807598837295 0.00051938552870930792 -0.0045198384780013407 0.0084145033327759945 0.029599889156637645 leaf_weight=1125.1498910561204 3189.7613429501653 6541.688813149929 1212.0589527338743 85.504599675536156 399.47217397391796 38.116309344768524 312.59793132543564 38.564227685332298 40.371223941445351 70.923649668693542 369.13402198255062 49.589262440800667 76367.755271106958 264.72133377194405 575.0976253002882 25.171394884586334 502.13516183942556 227742.25889295881 505.50533935427666 2296.301945105195 560.04064780473709 231.32799385488033 28.981376603245735 15.977339118719099 221.70011460781097 56.480716466903687 52.910067841410637 236.0439749956131 69.640118062496185 36.842124432325363 leaf_count=6203 13553 28604 5185 357 1636 157 1348 170 164 291 1545 209 329896 1108 2455 112 2550 997749 2103 9650 2336 970 158 67 939 235 218 968 284 155 internal_value=-1.02e-05 -0.000151406 -0.00019879 -0.00191148 -0.00341006 -0.000913295 0.000684853 -0.00101989 -0.000129565 -0.00385157 0.00335628 0.0111787 -0.000144771 -0.00119201 -0.00427512 -0.0107607 0.00236415 4.26334e-05 0.00101171 0.00236182 0.000206814 0.000846449 0.00497001 0.0116661 0.000171913 0.000619554 0.011367 2.18751e-05 -0.00157317 0.0175172 internal_weight=323262 88018.1 86390.8 2641.5 1674.82 1250.18 966.685 831.591 793.027 383.522 409.505 135.094 83749.3 7381.51 839.819 424.644 1627.29 235244 7501.51 2801.81 4699.71 4139.67 581.971 247.305 3557.69 3335.99 146.233 334.665 305.684 93.3228 internal_count=1411375 381990 373237 11174 7090 5342 4084 3518 3348 1639 1709 566 362063 32167 3563 1748 8753 1029385 31636 11753 19883 17547 2447 1037 15100 14161 608 1410 1252 390 is_linear=0 shrinkage=0.03 Tree=820 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 0 2 2 1 2 0 1 2 2 2 0 0 2 2 1 1 0 0 2 2 2 0 0 2 split_gain=2.58857 11.391 12.8205 12.0343 10.4657 9.95727 10.4605 12.7382 17.912 9.64305 9.40029 8.10334 8.06709 9.1738 7.35498 7.08393 6.81358 8.54576 7.71516 6.70327 8.13478 6.61831 9.69666 6.40613 6.3026 12.0831 24.0894 15.9146 15.9798 17.0035 threshold=52.500000000000007 -3.4999999999999996 74.500000000000014 525.85342407226574 225.45304870605472 563.99078369140636 63.500000000000007 3826.821655273438 3673.077514648438 -18.499999999999996 52483.353515625007 58.500000000000007 -5.4999999999999991 252.50982666015628 444.35388183593756 207.88987731933597 81.500000000000014 90.500000000000014 68603.160156250015 492.61546325683599 -5.4999999999999991 -7.4999999999999991 73.500000000000014 58.500000000000007 3673.2597656250005 1236.168395996094 1384.018249511719 60.500000000000007 54.500000000000007 1320.400329589844 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 11 -5 10 8 -8 -6 -7 -2 14 -14 -11 -13 18 -18 19 20 -4 22 -9 -15 25 -3 27 28 29 -27 right_child=1 24 16 5 9 6 7 21 -10 12 -12 15 13 23 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-7.8895583057962747e-05 -6.9121482476933993e-05 0.00043343743417270056 -0.023812869764235099 -0.029566817599208831 -0.013854870573424957 -0.0022488181568527444 -0.0072927784207645176 0.0035511851248347152 -0.026892000693858338 0.0074733491492081942 0.019321120707617441 -0.0047652059776888134 0.013129417327182443 -0.023606834017159243 0.026609014595743767 -0.021122965775211874 -0.0035936365535222214 0.013279302110370369 -0.010139775199237856 0.0073979983856287046 0.0045521649512426637 -0.0062862606839735576 -0.02637110760033147 -0.00079602868465400997 0.00056443695485300816 -0.014861331243864828 -0.00041121667138888335 -0.0035180716126724607 -0.020450595270129109 0.022720950644376074 leaf_weight=251811.44277973328 308.58414156734943 22661.230611152947 14.252328857779501 13.153878122568129 25.538057997822762 1446.9734870046377 156.55268558859825 140.35484207421541 57.337544426321983 181.44128189980984 18.415272057056427 86.411845162510872 42.765760377049446 12.019495010375975 20.077846899628639 32.898264601826668 220.79463364928961 30.78171369433403 28.845407642424107 324.43709173798561 25.169197976589203 287.50616718828678 10.474505782127379 141.82547204196453 27415.030331611168 26.297126993536949 17102.207403346896 406.1893212646246 117.38039419054985 18.426573485136032 leaf_count=1107394 1418 96729 64 57 136 6714 674 760 237 837 100 383 179 51 89 138 1028 155 164 1460 107 1278 53 591 114445 111 73379 1785 494 77 internal_value=-3.36938e-05 0.000125782 -0.00151227 -0.00234133 0.000673163 -0.00354607 -0.00338444 -0.00654492 -0.0125467 0.00401553 -0.00197775 -0.00263619 0.00516182 0.00083846 0.00937988 -0.00927565 0.00232537 -0.00152914 0.00479467 0.00597861 -0.00570284 -0.00361626 0.0014732 -0.00257818 0.00021347 -2.50951e-05 -0.000613132 -0.00668958 -0.0146365 0.000622912 internal_weight=323185 71373.4 3626.61 2982.33 851.562 2130.77 2117.61 652.226 213.89 423.668 1465.39 427.894 398.13 196.611 201.519 119.31 644.28 251.576 392.704 363.859 39.4215 438.336 150.829 153.845 67746.8 40331.7 17670.5 568.293 162.104 44.7237 internal_count=1411087 303693 16673 13695 3822 9873 9816 3002 911 1883 6814 1939 1747 821 926 521 2978 1183 1795 1631 171 2091 813 642 287020 172575 75846 2467 682 188 is_linear=0 shrinkage=0.03 Tree=821 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 2 0 2 2 1 2 1 2 0 2 2 0 0 2 2 2 1 1 0 2 2 0 0 2 2 split_gain=2.43581 10.7118 12.0589 11.3074 9.85472 9.28139 9.81612 11.9354 16.7361 9.08957 8.9076 8.04623 8.65166 7.60427 6.81163 6.62445 6.42121 8.07054 7.25537 6.41019 6.32168 7.59305 6.21126 9.03971 6.15721 6.00635 6.41803 5.9897 5.93056 11.3694 threshold=52.500000000000007 -3.4999999999999996 74.500000000000014 525.85342407226574 225.45304870605472 563.99078369140636 63.500000000000007 3826.821655273438 3673.077514648438 -17.499999999999996 52483.353515625007 -5.4999999999999991 252.50982666015628 58.500000000000007 444.35388183593756 207.88987731933597 81.500000000000014 90.500000000000014 68603.160156250015 356.29209899902349 492.61546325683599 -5.4999999999999991 -7.4999999999999991 73.500000000000014 5681.6511230468759 27583.159179687504 71.500000000000014 58.500000000000007 3673.2597656250005 1236.168395996094 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 4 13 -5 10 8 -8 -6 -7 14 -13 -2 19 -15 18 -18 20 -11 21 -4 23 24 -9 -24 -27 -14 29 -3 right_child=1 28 16 5 9 6 7 22 -10 11 -12 12 27 15 -16 -17 17 -19 -20 -21 -22 -23 25 -25 -26 26 -28 -29 -30 -31 leaf_value=-7.6528594328622933e-05 -6.7046372115250432e-05 0.00042041180080913952 -0.022924077606492291 -0.028465068687121519 -0.012114106263290424 -0.0021796591137098306 -0.007061080631581799 -0.0043604245424008065 -0.025971735929935562 0.010337787797393702 0.018907595659216399 0.012769494188676627 -0.022774487584659678 -0.0046162403220515787 0.026028960868565407 -0.020409957745675791 -0.0034817822894112555 0.012954708577372463 -0.0097838684219529945 -0.0040522657232483902 0.0071930655926220185 0.0044204275046940324 -0.0029596043437120348 -0.025294319059544195 0.008512554230630234 -0.0082145838872177863 -0.027203481419541545 -0.00077202797143204754 0.00054752928640798971 -0.00059478416587180165 leaf_weight=251811.99216167961 308.59084971249104 22662.42432076484 14.359089955687521 13.251578316092489 29.663038447499275 1448.0812112316489 156.83463388681412 55.11628332734108 57.584247469902039 142.37845505774021 18.255928225815296 42.653746590018272 12.084001570940016 86.522614747285843 19.912051931023598 33.024146229028702 221.04724428057671 30.609043329954147 28.995537672191858 34.638527616858482 323.68163256347179 25.142128005623817 189.41159619390965 10.590971127152441 85.029094345867634 78.519753023982048 20.125222250819206 141.84720185399055 27413.775909258518 17669.390039984137 leaf_count=1107394 1418 96729 64 57 156 6714 674 258 237 661 100 179 51 383 89 138 1028 155 164 156 1460 107 834 53 502 354 90 591 114445 75846 internal_value=-3.26809e-05 0.000122018 -0.00146614 -0.00226952 0.00065345 -0.00343624 -0.00327976 -0.00633862 -0.0121397 0.00390005 -0.00191712 0.0051072 0.000813642 -0.00255553 0.00939325 -0.00897917 0.00225747 -0.00148261 0.00465743 0.00752195 0.00581039 -0.00551958 -0.00350387 0.00143027 0.00344988 -0.00608584 -0.0120886 -0.00249928 0.000207068 -2.43461e-05 internal_weight=323186 71373.5 3627.95 2984.12 851.315 2132.8 2119.55 653.212 214.419 423.177 1466.34 393.514 196.585 428.138 196.929 119.547 643.835 251.656 392.178 177.017 363.183 39.5012 438.793 150.736 140.145 288.057 98.645 153.931 67745.6 40331.8 internal_count=1411087 303693 16673 13695 3822 9873 9816 3002 911 1883 6814 1727 821 1939 906 521 2978 1183 1795 817 1631 171 2091 813 760 1278 444 642 287020 172575 is_linear=0 shrinkage=0.03 Tree=822 num_leaves=31 num_cat=0 split_feature=2 2 0 1 3 3 3 0 0 2 2 3 0 1 0 1 1 1 0 1 0 1 3 3 3 2 2 0 2 1 split_gain=2.34369 9.2292 32.0538 37.578 13.6247 25.1699 15.5198 25.9003 18.2173 11.504 10.9828 10.2155 12.9843 10.4403 9.93633 9.90851 9.82702 15.3878 9.22689 8.80859 8.11614 9.58028 7.54682 7.33593 8.68163 7.20934 6.66263 5.8761 6.41171 5.84808 threshold=58311.849609375007 52483.353515625007 2.5000000000000004 1.0000000180025095e-35 21.500000000000004 8.545499801635744 5.4584999084472665 82.500000000000014 14.500000000000002 54479.306640625007 56232.490234375007 2.6375000476837163 32.500000000000007 4.5000000000000009 48.500000000000007 -8.4999999999999982 1.5000000000000002 1.0000000180025095e-35 85.500000000000014 12.500000000000002 3.5000000000000004 -1.4999999999999998 9.5555000305175799 3.2575000524520878 4.4095001220703134 54479.306640625007 54479.306640625007 13.500000000000002 54479.306640625007 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 5 6 7 11 27 18 -5 12 25 15 -14 -13 17 22 -10 -15 -6 -22 -7 -17 -25 -4 -23 -8 -29 -30 right_child=-2 2 4 10 20 16 8 -9 9 -11 -12 13 14 19 -16 23 -18 -19 -20 -21 21 26 -24 24 -26 -27 -28 28 29 -31 leaf_value=-2.3635358029353729e-05 -0.00029297605824180273 0.013791791581983577 0.016618288585173439 -0.018514640136383188 0.0005061801116456096 -0.02058082817541039 0.0052611371450308805 -0.024798074456025682 -0.012711104065322446 0.019823268280681108 0.0027435975406031486 -0.02074244143040677 -0.003141262145816013 -0.024452807431169593 0.0057773497172332669 -0.0051087343736371084 0.0043217843319576857 -0.028017518759891443 0.016474504500189901 0.0034319925885682879 -0.0059187040847788319 0.0045312773104082731 0.0023057378872641449 0.0060736154832100918 -0.0022167395316492742 0.0057664069226017146 0.011106482702620553 0.0045989401971962942 -0.0026809830554692018 -0.026876796034093427 leaf_weight=292016.30693451792 28202.104141557182 50.453931070864201 83.775090828537941 154.46341501921415 198.49721156060696 19.254113748669624 134.15779241919518 34.932452157139778 20.60009740293026 120.70257368683815 25.480749249458313 20.560470268130302 247.67886837571859 30.373586729168892 205.88381744176149 159.8692577034235 28.694128811359406 48.208893343806267 18.507871806621552 15.347330152988432 44.658864062279463 229.70475549995899 39.712705545127392 253.25837528705597 206.27839593589306 160.95081654191017 350.07849832251668 29.880143314599991 18.892381489276886 17.152883499860764 leaf_count=1259695 137018 348 337 1070 962 82 563 147 84 529 114 91 998 123 907 647 121 197 86 64 474 1222 184 1028 829 648 2248 123 79 69 internal_value=-3.16976e-05 -6.71799e-06 0.00165775 -0.00908894 0.00256219 0.00117468 0.00212532 0.000714045 0.00768936 0.0152417 -0.0155044 0.00135799 0.00391206 -0.00124302 0.000907126 -0.000253569 -0.011271 -0.0154456 0.001101 -0.0150926 0.0057904 0.00747015 -0.00516729 0.000426536 0.00235221 0.00948125 0.00850145 0.00165718 -0.00567684 -0.0141951 internal_weight=323186 294984 2968.01 230.398 2737.61 1914.67 1778.8 1418.91 359.894 159.811 179.944 1383.98 698.289 685.687 453.563 639.966 135.87 107.176 39.108 45.7209 822.939 624.442 58.9668 619.406 459.537 244.726 579.783 200.083 65.9254 36.0453 internal_count=1411087 1274069 14374 1532 12842 7936 7352 5819 1533 699 1184 5672 2890 2782 1905 2595 584 463 170 187 4906 3944 266 2504 1857 985 3470 834 271 148 is_linear=0 shrinkage=0.03 Tree=823 num_leaves=31 num_cat=0 split_feature=0 1 0 2 2 0 2 1 2 0 2 2 2 0 2 0 0 2 2 2 1 2 2 2 2 2 1 0 2 2 split_gain=2.28829 10.0819 11.3472 10.6306 9.32553 19.6261 10.0865 9.01618 8.65776 9.21794 11.1797 15.6513 8.40247 7.29238 6.19934 6.05088 7.62422 6.8154 6.04389 5.96105 7.09127 5.88057 9.73465 6.74805 9.59427 6.22689 5.82864 8.43005 5.8205 5.80925 threshold=52.500000000000007 -3.4999999999999996 74.500000000000014 525.85342407226574 444.35388183593756 72.500000000000014 225.45304870605472 -16.499999999999996 563.99078369140636 63.500000000000007 3826.821655273438 3673.077514648438 52483.353515625007 58.500000000000007 356.29209899902349 81.500000000000014 90.500000000000014 68603.160156250015 207.88987731933597 492.61546325683599 -5.4999999999999991 1087.538757324219 1748.5217285156252 2848.0100097656255 3290.9838867187505 833.09243774414074 -7.4999999999999991 73.500000000000014 628.10980224609386 5681.6511230468759 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -8 -5 12 11 21 -10 -2 -9 17 28 19 -15 20 -4 25 -23 -24 -25 -11 27 29 -17 -12 right_child=1 -3 15 8 -6 -7 7 14 9 10 26 -13 -14 18 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-7.3246146897137042e-05 -6.4324295221833487e-05 0.00020171983801797109 -0.022079174787361308 -0.027421724217970744 0.01392545847330454 -0.028096759855372449 -0.010325436309817441 0.008015732507954558 -0.0021119559550983589 -0.012949276598113605 -0.0042217914594066281 -0.025094351316021144 0.018465977679068674 -0.0045345386805349967 -0.00215227931072618 0.017881905629347206 0.012640077536071334 -0.0094323445166515796 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502 internal_value=-3.07463e-05 0.000119194 -0.0014213 -0.00220001 0.000635068 -0.000106969 0.000675953 0.00436168 -0.00333028 -0.00317876 -0.00614059 -0.0117474 -0.00185837 -0.00246515 0.00589309 0.0021924 -0.00143651 0.00452483 -0.00892274 0.00564692 -0.00534237 -0.00683655 -0.0099883 -0.00438916 -0.0120216 0.00385203 -0.00339704 0.001387 -0.00337293 0.00335001 internal_weight=323182 71373.6 3629.13 2985.74 851.045 806.042 784.109 360.777 2134.69 2121.35 654.107 214.91 1467.25 423.332 326.712 643.393 251.733 391.66 114.732 362.515 39.5751 157.105 121.329 84.5997 46.7023 35.7763 439.197 150.606 221.291 139.904 internal_count=1411087 303693 16673 13695 3822 3627 3535 1617 9873 9816 3002 911 6814 1918 1440 2978 1183 1795 500 1631 171 674 518 363 204 156 2091 813 1028 760 is_linear=0 shrinkage=0.03 Tree=824 num_leaves=31 num_cat=0 split_feature=2 2 0 1 3 3 3 0 0 2 2 3 0 1 1 0 1 1 0 1 2 1 0 3 0 2 0 0 0 2 split_gain=2.20204 8.68791 30.3583 35.7188 12.9042 23.6714 14.6622 24.2726 17.2494 10.9083 10.5412 9.60137 12.2386 9.83893 9.33599 9.31404 9.23729 14.4861 8.70336 8.31038 7.76569 8.58976 7.14544 6.90428 8.29124 6.77982 5.74262 5.54362 5.5316 6.02671 threshold=58311.849609375007 52483.353515625007 2.5000000000000004 1.0000000180025095e-35 21.500000000000004 8.545499801635744 5.4584999084472665 82.500000000000014 14.500000000000002 54479.306640625007 56232.490234375007 2.6375000476837163 32.500000000000007 4.5000000000000009 -8.4999999999999982 48.500000000000007 1.5000000000000002 1.0000000180025095e-35 85.500000000000014 12.500000000000002 54479.306640625007 1.5000000000000002 9.5000000000000018 3.2575000524520878 19.500000000000004 54479.306640625007 89.500000000000014 41.500000000000007 13.500000000000002 54479.306640625007 decision_type=2 2 2 2 2 2 2 2 2 2 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 11 28 18 -5 12 25 14 -13 27 17 22 -10 -15 -6 -22 -7 -16 -25 -4 -24 -14 -8 -30 right_child=-2 2 4 10 20 16 8 -9 9 -11 -12 13 15 19 23 -17 -18 -19 -20 -21 21 -23 26 24 -26 -27 -28 -29 29 -31 leaf_value=-2.2005554346871507e-05 -0.00028307735937350205 0.013492978419222685 0.016118269401269369 -0.018176464001488733 0.0017912400027214335 0.0042575737166262468 0.0051103409142290862 -0.023949614096763723 -0.012312571708421873 0.019323500832345596 0.0026616220020331499 -0.020150948621728434 -0.0012391929689906361 -0.023767413123988456 -0.0049568751725945536 0.0055941392438895168 0.0041945589317208525 -0.027170883519413266 0.016065040106243062 0.003329487941085551 0.008953685040417712 -0.0056193964022898764 -0.031957816929493815 -0.0014802356722261991 0.0065981753725708175 0.0055954510525549461 -0.0036854615076228063 -0.014200480581790492 0.0044661217213732667 -0.013754439410299107 leaf_weight=292018.48184084758 28202.790471680986 50.038685743696988 83.793836802244186 152.62663696706295 300.01031190901995 33.016535952687263 134.03262671083212 35.091256856918335 20.628112599253654 120.11666992306709 25.498350739479065 20.527326699346304 213.14223478734493 30.312028259038925 159.85436941683292 205.51076935976744 28.682366266846657 48.220407381653786 18.406240731477737 15.342335574328898 481.16232073307037 39.380952768027782 12.034146785736086 245.55554893612862 213.98578314483166 160.95537538826466 13.974111407995222 34.507026642560959 29.860693767666817 36.077515959739685 leaf_count=1259695 137018 348 337 1070 1639 157 563 147 84 529 114 91 858 123 647 907 121 197 86 64 3077 190 51 985 872 648 58 140 123 148 internal_value=-2.9821e-05 -5.60741e-06 0.00161087 -0.00890227 0.00248818 0.0011386 0.00206123 0.000690395 0.00747622 0.0148462 -0.0151935 0.00131537 0.00379239 -0.0012062 -0.00024626 0.000872794 -0.0109279 -0.0149723 0.00106859 -0.0146614 0.00563555 0.00785118 -0.00500664 0.000413399 0.00228148 0.00919811 -0.0167672 -0.0030452 0.00161067 -0.0055031 internal_weight=323184 294981 2962.34 228.164 2734.18 1913.63 1777.7 1418.58 359.122 159.151 178.125 1383.49 697.909 685.577 639.923 453.16 135.928 107.245 39.0344 45.6544 820.554 520.543 59.0248 619.396 459.541 244.749 26.0083 247.649 199.971 65.9382 internal_count=1411087 1274069 14374 1532 12842 7936 7352 5819 1533 699 1184 5672 2890 2782 2595 1905 584 463 170 187 4906 3267 266 2504 1857 985 109 998 834 271 is_linear=0 shrinkage=0.03 Tree=825 num_leaves=31 num_cat=0 split_feature=2 2 0 3 1 0 0 0 1 1 0 1 1 0 0 2 0 0 0 2 2 0 0 2 0 0 0 0 0 0 split_gain=2.79979 8.40953 6.91541 6.76142 6.61288 5.60526 5.61334 6.29712 9.94316 9.33814 8.24485 7.07233 9.17199 9.11756 6.27923 5.97665 5.36723 9.44796 5.16545 5.0407 9.78232 12.5161 11.4268 9.55699 5.62961 14.265 8.40504 5.03633 5.85123 4.78413 threshold=58311.849609375007 56232.490234375007 31.500000000000004 1.4100000262260439 1.0000000180025095e-35 85.500000000000014 75.500000000000014 58.500000000000007 -2.4999999999999996 -5.4999999999999991 71.500000000000014 5.5000000000000009 8.5000000000000018 24.500000000000004 15.500000000000002 75237.886718750015 43.500000000000007 47.500000000000007 55.500000000000007 68603.160156250015 94085.273437500015 71.500000000000014 65.500000000000014 71819.058593750015 73.500000000000014 67.500000000000014 71.500000000000014 31.500000000000004 22.500000000000004 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 -1 -3 4 16 6 7 11 9 -9 -11 27 13 15 -14 -13 -2 -18 -19 -10 21 22 23 -21 25 -22 -27 28 -5 -8 right_child=3 2 -4 5 -6 -7 29 8 19 10 -12 12 14 -15 -16 -17 17 18 -20 20 24 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=4.8436263046273181e-05 -0.011133087653286163 0.0044860086546527241 -0.0012869945259641946 -0.00031387438268479939 -0.007732951776663468 0.0013468384095726908 -0.0062495153622892713 0.0053810461776646942 -0.00042467303496923468 -0.0050009984011895612 -0.030210351972509167 -0.018890922164579233 0.0056160527671934041 0.0041000899916235406 -0.0033984041113844987 -0.0073233079439822338 0.013041499219935191 -0.0068552350348675675 0.0069047478360080945 0.025972275040688178 0.0044945621822140187 0.0015439531045895621 0.019288378021430772 -0.005800572713950106 0.0087367642670395998 -0.020213943794379897 -0.00085569611007211557 -0.0028709112367640492 0.0013056600122111886 -0.0014089491582996315 leaf_weight=294123.19505902834 33.169371113181114 678.29229437187314 257.6984217017889 20273.689323252358 213.626519292593 1962.2675549518317 225.02315559983253 28.766537617892027 235.43007008731365 26.045061469078064 21.164364591240883 50.952431216835976 116.03935700654984 51.855933338403702 173.57266221940517 190.46714374423027 49.595101147890091 79.751227021217346 35.475793331861496 11.171454295516012 134.78778417408466 124.64735789597034 114.92878033220768 35.901692375540733 62.366817116737366 44.384935423731804 37.024504512548447 631.0357608795166 2228.4374832771719 1002.1359424442053 leaf_count=1269773 158 3504 1096 102634 935 9230 959 179 1004 129 96 208 489 215 731 808 210 328 156 51 671 517 498 167 264 186 158 2558 8984 4404 internal_value=3.01792e-05 5.74712e-05 0.00289658 -0.000255443 -0.00407224 -0.000198893 -0.000316366 -0.000217556 0.00227937 -0.00809256 -0.0163026 -0.00030985 -0.00357352 -0.00731317 0.000213434 -0.00976469 -0.000122455 0.00209336 -0.00261885 0.0032636 0.00479988 0.00869054 0.0141893 0.0017398 0.000796298 -0.0014943 -0.0114099 -0.000227615 -0.000153488 -0.00229656 internal_weight=323253 295059 935.991 28193.7 411.618 27782.1 25819.8 24592.7 876.619 75.976 47.2094 23716.1 582.888 293.276 289.612 241.42 197.991 164.822 115.227 800.643 565.213 286.649 162.002 47.0731 278.564 216.197 81.4094 23133.2 22502.1 1227.16 internal_count=1411300 1274373 4600 136927 1787 135140 125910 120547 3920 404 225 116627 2451 1231 1220 1016 852 694 484 3516 2512 1233 716 218 1279 1015 344 114176 111618 5363 is_linear=0 shrinkage=0.03 Tree=826 num_leaves=31 num_cat=0 split_feature=2 2 0 3 1 0 0 0 1 1 0 1 1 0 2 0 1 1 0 0 0 0 2 2 0 0 2 0 0 1 split_gain=2.63421 7.91836 6.51541 6.36952 6.23421 5.27517 5.27783 5.93064 9.34671 8.72588 7.62643 6.66222 8.78992 8.0848 7.99533 14.2821 11.5427 7.26406 6.83248 5.0687 8.8693 4.86345 4.75506 9.23714 11.8591 10.8544 9.06308 5.31267 10.3036 5.30198 threshold=58311.849609375007 56232.490234375007 31.500000000000004 1.4100000262260439 1.0000000180025095e-35 85.500000000000014 75.500000000000014 58.500000000000007 -2.4999999999999996 -5.4999999999999991 71.500000000000014 5.5000000000000009 10.500000000000002 15.500000000000002 79002.019531250015 11.500000000000002 7.5000000000000009 8.5000000000000018 11.500000000000002 43.500000000000007 47.500000000000007 55.500000000000007 68603.160156250015 94085.273437500015 71.500000000000014 65.500000000000014 71819.058593750015 62.500000000000007 73.500000000000014 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 19 6 7 11 9 -9 -11 -5 14 -14 15 16 -13 -16 -19 -2 -21 -22 -10 24 25 26 -24 29 -29 -25 right_child=3 2 -4 5 -6 -7 -8 8 22 10 -12 12 13 -15 17 -17 -18 18 -20 20 21 -23 23 27 -26 -27 -28 28 -30 -31 leaf_value=4.6983203818635743e-05 -0.010845999259862805 0.0043558172955481507 -0.0012481857979085649 -0.00022078094494644291 -0.007511960340541155 0.001306885342413182 -0.0022264115025793104 0.0052344807940928762 -0.00041189433235042626 -0.0048405457213061267 -0.029007838238093841 -0.0096935054710062911 0.010792909345077763 -0.0024484993797674178 -0.0060227207438488832 -0.0067362205805671458 -0.047873034989852382 0.016624448598414086 -0.0025699526465111614 0.0126205377768324 -0.0066501701333211895 0.0067103442698243886 0.025425766231038309 0.017295212706587081 0.001498050024260477 0.018809335666092507 -0.0056147255751812022 -0.0061294661291480595 0.0084916597044254333 0.0008956097502452842 leaf_weight=294123.01932138886 33.028099879622459 677.61924233660102 257.73887731134892 23133.777950856893 213.31852926313877 1961.5993025139906 1227.8326972797513 28.68607834726572 235.45160502195358 26.100285246968269 21.377136707305908 12.878825113177301 61.334976568818092 128.32484813034534 199.04056467115879 95.71741484105587 15.956343576312063 28.209946513175964 40.873948127031326 49.710083857178688 79.744228169322014 35.409470118582249 11.070765689015387 30.400073438882828 124.61330173909664 114.32932893931866 35.976179718971252 143.11870181560516 62.243866175413132 42.61247892677784 leaf_count=1269773 158 3504 1096 114176 935 9230 5363 179 1004 129 96 53 267 543 847 391 65 114 171 210 328 156 51 168 517 498 167 643 264 204 internal_value=2.92751e-05 5.57473e-05 0.00281163 -0.000247777 -0.00395418 -0.000192917 -0.00030686 -0.000211021 0.00221307 -0.00782904 -0.0157221 -0.000300557 -0.00346972 0.0018337 -0.00603124 -0.012312 -0.0308207 -0.00311361 0.00526795 -0.000119043 0.00202995 -0.00254185 0.00316934 0.00466343 0.00845004 0.0138183 0.00168951 0.000773246 -0.00169791 0.00772388 internal_weight=323251 295058 935.358 28192.7 411.21 27781.5 25819.9 24592.1 875.98 76.1635 47.4774 23716.1 582.337 189.66 392.677 124.553 28.8352 268.124 69.0839 197.892 164.864 115.154 799.816 564.365 285.99 161.376 47.0469 278.375 205.363 73.0126 internal_count=1411300 1274373 4600 136927 1787 135140 125910 120547 3920 404 225 116627 2451 810 1641 509 118 1132 285 852 694 484 3516 2512 1233 716 218 1279 907 372 is_linear=0 shrinkage=0.03 Tree=827 num_leaves=31 num_cat=0 split_feature=2 2 0 3 1 0 0 0 1 1 0 1 1 0 2 0 1 1 0 0 0 0 0 0 2 2 1 1 0 0 split_gain=2.47844 7.45576 6.13836 6.00033 5.877 4.96452 4.9623 5.5855 8.78697 8.15752 7.06401 6.27741 8.28188 7.62289 7.54154 13.535 10.99 6.84235 6.41869 4.78657 8.32733 4.74021 5.50504 4.72908 12.013 8.82708 5.24808 4.80744 4.57912 4.57888 threshold=58311.849609375007 56232.490234375007 31.500000000000004 1.4100000262260439 1.0000000180025095e-35 85.500000000000014 75.500000000000014 58.500000000000007 -2.4999999999999996 -5.4999999999999991 71.500000000000014 5.5000000000000009 10.500000000000002 15.500000000000002 79002.019531250015 11.500000000000002 7.5000000000000009 8.5000000000000018 11.500000000000002 43.500000000000007 47.500000000000007 31.500000000000004 22.500000000000004 92.500000000000014 89063.015625000015 68603.160156250015 1.0000000180025095e-35 -2.4999999999999996 55.500000000000007 24.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 19 6 7 11 9 -9 -11 21 14 -14 15 16 -13 -16 -19 -2 -21 22 -5 -7 25 -25 -27 -26 -22 -24 right_child=3 2 -4 5 -6 23 -8 8 -10 10 -12 12 13 -15 17 -17 -18 18 -20 20 28 -23 29 24 27 26 -28 -29 -30 -31 leaf_value=4.5573742757229933e-05 -0.010565659408298324 0.004229307272932986 -0.0012105537970661441 -0.00029782025110264759 -0.0072971568851205298 0.0025460622744639611 -0.0021583780450332604 0.0050915619228133506 0.0030777058914802907 -0.0046856100591342138 -0.027875233085280945 -0.009418046897350596 0.010491605357642486 -0.0023759700525116524 -0.005850516580386796 -0.006540124141605097 -0.046742965084431314 0.016104876486970263 -0.0024941371780239797 0.012215007702450327 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5.40752e-05 0.00272913 -0.000240345 -0.00383954 -0.000187122 -0.000297644 -0.000204685 0.00214867 -0.00757569 -0.0151682 -0.000291549 -0.00336961 0.00178047 -0.00585775 -0.0119635 -0.0300274 -0.00302337 0.00510864 -0.000115722 0.00196855 -0.000214154 -0.000142253 0.00126811 -0.000430283 -0.0133056 -0.0186991 0.000567045 -0.00246712 0.00127301 internal_weight=323249 295058 934.74 28191.5 410.802 27780.6 25819.7 24591.2 875.363 76.3366 47.7288 23715.8 581.679 189.481 392.198 124.343 28.7115 267.856 69.0991 197.788 164.898 23134.1 22503.3 1960.95 841.975 60.5312 49.5487 781.444 115.08 2228.61 internal_count=1411300 1274373 4600 136927 1787 135140 125910 120547 3920 404 225 116627 2451 810 1641 509 118 1132 285 852 694 114176 111618 9230 4010 297 239 3713 484 8984 is_linear=0 shrinkage=0.03 Tree=828 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 3 0 3 1 1 3 1 3 0 0 0 2 0 2 0 1 1 0 2 0 1 1 0 0 split_gain=2.33209 7.02006 5.96992 10.9019 7.09725 6.53447 11.0404 7.85112 6.32511 9.48156 7.09057 5.65248 5.54004 4.78799 4.67291 4.72527 9.50727 7.30716 14.4872 10.916 8.82301 5.91501 7.80358 7.18728 7.11522 12.8388 10.4838 6.4451 6.03116 5.59098 threshold=58311.849609375007 56232.490234375007 21.500000000000004 8.545499801635744 1.5000000000000002 5.4584999084472665 5.0659999847412118 14.500000000000002 28.166500091552738 -2.4999999999999996 1.0000000180025095e-35 1.4100000262260439 1.0000000180025095e-35 1.532000005245209 85.500000000000014 72.500000000000014 58.500000000000007 94085.273437500015 67.500000000000014 68603.160156250015 71.500000000000014 5.5000000000000009 10.500000000000002 15.500000000000002 79002.019531250015 11.500000000000002 7.5000000000000009 8.5000000000000018 11.500000000000002 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 -1 3 5 8 6 13 -7 9 -4 -10 12 -2 -3 15 16 21 19 -19 -18 -20 -13 24 -24 25 26 -23 -26 -29 -21 right_child=11 2 4 -5 -6 7 -8 -9 10 -11 -12 14 -14 -15 -16 -17 17 18 20 29 -22 22 23 -25 27 -27 -28 28 -30 -31 leaf_value=4.4206571614846422e-05 -0.00011248774433186534 -0.010398952561133488 -0.019863984591526506 -0.012642111952359212 -0.0098379761838459801 0.00032560071681396149 -0.019515918669634046 0.015273295113319988 0.011249009741013588 0.012789422480091423 -0.0039435231993132508 -0.00020772491055985268 -0.0070883650626224334 0.0023781462389403933 0.0012307557029293788 -0.0019240023664603076 0.00067525164464970078 0.004081253397694766 -0.019743917229149911 -0.0043784130612713095 0.0082744725252341268 -0.0091503961771959332 0.010198588387852911 -0.0023055688534177597 -0.0056830939846735165 -0.0063497030692366277 -0.045682248318631907 0.015604228382873909 -0.0024205293529099888 0.012097164968995296 leaf_weight=294122.68319085374 197.67916189134121 28.257118597626686 8.4293823949992639 48.802445806562901 23.276239097118378 60.474835559725761 23.656037524342537 66.290581353008747 45.492770445533097 158.30652604997158 70.484459087252617 23134.729069506575 212.71505276858807 400.66608500480652 1959.8395357942209 1498.0330991372466 193.93061278015375 139.73890843242407 46.295168645679951 20.511319741606712 12.943151250481604 12.837549552321436 61.077087789773941 128.22751905024052 198.47779244184494 95.545304387807846 15.736597076058386 28.277070268988609 40.833028241991997 192.62483028694987 leaf_count=1269773 852 119 99 212 115 253 97 296 309 1164 295 114176 935 1641 9230 6498 865 707 195 93 56 53 267 543 847 391 65 114 171 869 internal_value=2.75463e-05 5.24533e-05 0.00264901 0.000975136 0.00608521 0.00212222 0.000436009 0.00814233 0.00739619 0.0111386 0.00201584 -0.000233148 -0.00372822 0.0015364 -0.000181515 -0.000288712 -0.000187991 0.00352238 -0.00118928 0.00582548 -0.0136221 -0.000282808 -0.00327246 0.00172876 -0.00568945 -0.0116262 -0.0292695 -0.00293572 0.00495448 0.0105116 internal_weight=323247 295057 934.136 628.147 305.989 579.345 452.579 126.765 282.713 166.736 115.977 28190.1 410.394 428.923 27779.7 25819.8 24321.8 606.044 198.977 407.067 59.2383 23715.7 581.012 189.305 391.707 124.119 28.5741 267.588 69.1101 213.136 internal_count=1411300 1274373 4600 2618 1982 2406 1857 549 1867 1263 604 136927 1787 1760 135140 125910 119412 2785 958 1827 251 116627 2451 810 1641 509 118 1132 285 962 is_linear=0 shrinkage=0.03 Tree=829 num_leaves=31 num_cat=0 split_feature=2 2 3 3 1 3 3 0 3 1 1 3 1 0 0 0 3 0 0 2 2 1 1 0 0 2 0 2 0 1 split_gain=2.19431 6.61955 5.66338 10.2476 6.70296 6.16779 10.3666 7.4376 6.01741 8.93557 6.71261 5.32294 5.22407 4.52011 7.96719 6.06359 4.50263 4.39772 4.45671 11.332 8.34017 4.99493 4.48167 4.44326 8.95759 6.89048 13.6047 10.3261 8.25972 5.57367 threshold=58311.849609375007 56232.490234375007 21.500000000000004 8.545499801635744 1.5000000000000002 5.4584999084472665 5.0659999847412118 14.500000000000002 28.166500091552738 -2.4999999999999996 1.0000000180025095e-35 1.4100000262260439 1.0000000180025095e-35 43.500000000000007 49.500000000000007 55.500000000000007 1.532000005245209 85.500000000000014 92.500000000000014 89063.015625000015 68603.160156250015 1.0000000180025095e-35 -2.4999999999999996 72.500000000000014 58.500000000000007 94085.273437500015 67.500000000000014 68603.160156250015 71.500000000000014 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 5 8 6 16 -7 9 -4 -10 12 13 -2 -15 -16 -3 23 -19 20 -20 -22 -21 24 29 27 -27 -26 -28 -13 right_child=11 2 4 -5 -6 7 -8 -9 10 -11 -12 17 -14 14 15 -17 -18 18 19 22 21 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=4.2880362381409964e-05 -0.010288993692640526 -0.010078982598043849 -0.018961671757275415 -0.012246260292022158 -0.0095215677056502464 0.00031585110484290695 -0.018888163582233254 0.01487968645970599 0.010986660564833267 0.012507624984270483 -0.0038276595073241451 -0.00020149015990510592 -0.0068854154559032446 0.0098172938546649078 -0.0092394935962467565 0.006340356015869934 0.0023070330362088458 0.0024359476778135001 0.010627361303233961 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internal_value=2.67218e-05 5.08814e-05 0.00257448 0.000946319 0.00593159 0.00205959 0.000422942 0.00791649 0.00721341 0.0108803 0.00196172 -0.000226161 -0.00361906 -0.000109114 0.00191247 -0.00358759 0.00149038 -0.000176071 0.00119421 -0.000454496 -0.0129754 -0.0182418 0.000513254 -0.000280051 -0.000182356 0.00342164 -0.00115377 0.00566109 -0.0131791 -0.000274332 internal_weight=323244 295055 932.514 627.96 304.554 579.092 452.614 126.479 281.227 165.6 115.627 28188.7 410.098 197.678 164.926 97.2563 428.906 27778.6 1959.23 841.684 60.3868 49.3709 781.297 25819.4 24320.6 605.23 198.886 406.344 59.3884 23715.4 internal_count=1411300 1274373 4600 2618 1982 2406 1857 549 1867 1263 604 136927 1787 852 694 411 1760 135140 9230 4010 297 239 3713 125910 119412 2785 958 1827 251 116627 is_linear=0 shrinkage=0.03 Tree=830 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 2 1 2 1 0 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 split_gain=1.98488 8.57509 4.48389 5.53754 2.62313 8.85253 2.74519 2.90577 13.0493 7.18513 2.13134 1.94664 2.76612 1.63039 9.21234 8.3512 9.37362 7.349 6.48639 3.48257 4.59044 3.92152 2.42731 3.36118 5.03577 2.25448 6.09712 4.45696 4.61305 8.65382 threshold=1.5000000000000002 -5.4999999999999991 13771.215820312502 1.0000000180025095e-35 11031.315917968752 4432.1855468750009 11270.709472656252 13515.104003906252 -1.0000000180025095e-35 12925.947753906252 1.0000000180025095e-35 98.500000000000014 1.0000000180025095e-35 23400.180664062504 28435.229492187504 16861.583007812504 17336.302734375004 29513.294921875004 21324.808593750004 15706.645507812502 16079.829101562502 14054.634277343752 89063.015625000015 79002.019531250015 -1.0000000180025095e-35 1.0000000180025095e-35 71819.058593750015 45446.361328125007 33836.650390625007 32666.960937500004 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 8 9 -8 -5 -2 -13 15 -15 19 -17 -16 -18 21 -21 -4 23 25 -25 26 27 28 29 -19 right_child=11 2 13 4 6 -7 7 -9 -10 -11 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8.8577855378389376 18.282106357160956 26.110402595251799 9.068746221251784 9.0953606758266705 12.909604202490302 3.712833900004628 3.4733389392495146 4.6305386200547245 14.204136386513708 5.5461827162653199 212.32754558837041 4.4423939771950236 9.6130337715148908 71.474144130945206 5.713130295276641 44.16957606934011 9.0793376229703409 4.0894495788961649 leaf_count=1726 1389038 3811 578 384 89 331 43 911 28 91 78 37 331 447 50 123 261 86 92 93 242 153 10695 76 117 699 114 517 213 45 internal_value=6.10106e-06 0.00169724 0.00126464 -0.00369328 -0.00483398 5.35477e-05 -0.00868882 -0.00702781 0.00774553 -0.0150856 -0.00543511 2.83376e-06 -0.00803136 0.00259 0.00178864 0.00636861 0.0207337 0.00299239 0.00717542 0.000197787 -0.010459 0.00515666 0.0023289 -0.000561274 -0.0145384 0.000859855 -0.00310414 -0.00587746 0.00723391 -0.00968313 internal_weight=323301 623.416 614.132 129.542 125.304 55.2515 70.0528 64.9704 10.1167 6.98175 45.7034 322678 27.1399 484.59 399.801 84.7892 25.4783 373.69 16.3829 59.3109 18.8347 40.4762 364.621 152.294 14.0554 138.238 66.7643 61.0512 16.8816 7.80228 internal_count=1411499 22093 20367 5766 1955 793 1162 1073 162 134 462 1389406 368 14601 13059 1542 476 12612 353 1066 335 731 12562 1867 193 1674 975 861 344 131 is_linear=0 shrinkage=0.03 Tree=831 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 2 1 1 0 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 2 split_gain=1.87325 8.34257 4.22461 5.33404 2.48118 4.95335 3.13164 8.4683 2.56193 1.98153 1.84668 2.63561 1.54345 8.71187 7.92217 9.06756 6.97001 6.12615 3.28786 4.38923 3.76664 2.2888 3.22268 4.85007 2.1133 5.83198 4.2554 5.78994 7.82692 4.1689 threshold=1.5000000000000002 -5.4999999999999991 13771.215820312502 1.0000000180025095e-35 13515.104003906252 13196.084960937502 11031.315917968752 4432.1855468750009 -1.0000000180025095e-35 -1.0000000180025095e-35 98.500000000000014 1.0000000180025095e-35 23400.180664062504 28435.229492187504 16861.583007812504 17336.302734375004 29513.294921875004 21324.808593750004 15706.645507812502 16079.829101562502 14054.634277343752 89063.015625000015 79002.019531250015 1.0000000180025095e-35 1.0000000180025095e-35 71819.058593750015 71819.058593750015 45446.361328125007 33836.650390625007 45446.361328125007 decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -5 -2 -12 14 -14 18 -16 -15 -17 20 -20 -4 22 24 -24 25 29 27 28 -26 -18 right_child=10 2 12 4 -6 -7 8 -9 -10 -11 11 -13 13 16 15 17 21 -19 19 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31 leaf_value=0.030304172394590847 3.4043024870671375e-06 0.030032675507507659 0.001391966875176627 -0.010586446687864398 -0.0094824205333065795 0.031859817776344335 -0.0033741157043214202 0.026070776652516583 -0.03185408033050275 0.0020200549675795346 0.0055611767908111927 -0.014419489966437176 -0.015070119499491025 0.028974258302886829 0.044525877770393331 -0.0025387885658207858 0.0070783940870599305 0.042406561206198019 -0.035733414253527079 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0.00165044 0.00122929 -0.00358477 -0.00468808 -0.000971372 -0.00289489 5.40071e-05 -0.0172274 -0.00524275 2.74864e-06 -0.00785297 0.00251734 0.00173783 0.00620116 0.0202463 0.00290621 0.0069684 0.000192431 -0.0101847 0.0050116 0.0022616 -0.00054301 -0.0143677 0.000834011 -0.00300245 0.00441205 0.00759558 -0.00253259 -0.00567592 internal_weight=323300 622.186 613.174 129.431 125.318 70.5925 66.6855 55.3063 11.3792 45.9511 322678 26.9293 483.743 399.258 84.4846 25.3141 373.308 16.3647 59.1705 18.7646 40.4059 364.3 152.357 13.8011 138.556 66.8636 71.6928 60.2603 27.5633 61.2837 internal_count=1411499 22093 20367 5766 1955 1044 976 793 183 462 1389406 368 14601 13059 1542 476 12612 353 1066 335 731 12562 1867 193 1674 975 699 570 233 861 is_linear=0 shrinkage=0.03 Tree=832 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 2 1 2 1 0 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 2 split_gain=1.76722 8.11582 3.98224 5.14115 2.34377 8.09972 2.6451 2.57663 11.6405 6.68349 1.84315 1.75158 2.51082 1.46137 8.23628 7.51577 8.77939 6.6128 5.78107 3.10329 4.1911 3.61502 2.15992 3.08849 4.67107 1.98162 5.57967 4.0082 5.35854 7.55744 threshold=1.5000000000000002 -5.4999999999999991 13771.215820312502 1.0000000180025095e-35 11031.315917968752 4432.1855468750009 11270.709472656252 13515.104003906252 -1.0000000180025095e-35 12925.947753906252 1.0000000180025095e-35 98.500000000000014 1.0000000180025095e-35 23400.180664062504 28435.229492187504 16861.583007812504 17336.302734375004 29513.294921875004 21324.808593750004 15706.645507812502 16079.829101562502 14054.634277343752 89063.015625000015 79002.019531250015 -1.0000000180025095e-35 1.0000000180025095e-35 71819.058593750015 71819.058593750015 45446.361328125007 33836.650390625007 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 8 9 -8 -5 -2 -13 15 -15 19 -17 -16 -18 21 -21 -4 23 25 -25 26 -19 28 29 -27 right_child=11 2 13 4 6 -7 7 -9 -10 -11 -12 12 -14 14 17 16 18 22 -20 20 -22 -23 -24 24 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8.9465037258341891 8.8011999675072747 12.896797025576236 61.525320379063487 3.4524314086884251 4.5265923365950611 14.173504155129192 5.3735563624650231 211.57012822199613 4.3525521475821725 9.2005367353558523 21.37402039766312 5.4501874074339858 11.31997326761484 33.094902567565441 6.0708810128271571 leaf_count=1726 1389038 3811 578 384 89 331 43 911 28 91 78 37 331 447 50 123 261 861 92 93 242 153 10695 76 117 128 114 129 337 105 internal_value=5.74241e-06 0.00160491 0.00119477 -0.00348543 -0.00455472 5.43395e-05 -0.00821271 -0.0066201 0.00712372 -0.0145771 -0.00505826 2.66605e-06 -0.00767741 0.00244606 0.00168768 0.00603751 0.0197709 0.00282178 0.00676609 0.00018721 -0.00991472 0.00487013 0.00219543 -0.000527679 -0.0141971 0.000806725 -0.00290577 0.00426689 0.00733065 -0.00247042 internal_weight=323298 620.746 611.997 129.105 125.113 55.3599 69.7533 64.9279 10.3245 7.05178 46.1909 322677 26.7243 482.892 398.702 84.1901 25.1504 372.905 16.3492 59.0396 18.7001 40.3396 363.959 152.388 13.5531 138.835 66.9755 71.8598 60.5398 27.4449 internal_count=1411499 22093 20367 5766 1955 793 1162 1073 162 134 462 1389406 368 14601 13059 1542 476 12612 353 1066 335 731 12562 1867 193 1674 975 699 570 233 is_linear=0 shrinkage=0.03 Tree=833 num_leaves=31 num_cat=0 split_feature=0 1 2 0 2 2 2 2 1 1 0 1 1 0 2 0 2 1 2 3 2 1 2 1 2 0 2 0 2 2 split_gain=1.66644 7.89503 3.75063 4.954 2.2147 4.33913 2.86013 7.74611 2.57705 1.71523 1.66113 2.39151 1.43075 7.7336 10.0106 5.9952 5.8632 5.73491 4.23648 11.0139 5.01765 4.66507 3.98167 6.43691 5.83145 8.73636 9.71882 5.73837 5.53106 8.75911 threshold=1.5000000000000002 -5.4999999999999991 13771.215820312502 1.0000000180025095e-35 13515.104003906252 13196.084960937502 11031.315917968752 4432.1855468750009 -1.0000000180025095e-35 -1.0000000180025095e-35 98.500000000000014 1.0000000180025095e-35 -22.499999999999996 22.500000000000004 18871.722656250004 55.500000000000007 1896.9642333984377 -25.499999999999996 8173.5148925781259 2.3904999494552617 6514.3598632812509 -23.499999999999996 42314.533203125007 -23.499999999999996 14993.919433593752 13.500000000000002 23400.180664062504 13.500000000000002 8714.5634765625018 6088.5393066406259 decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -5 12 -12 13 22 15 18 -17 -18 20 -20 21 -15 24 27 28 -26 -27 -24 29 -2 right_child=10 2 -4 4 -6 -7 8 -9 -10 -11 11 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.030286458940660104 0.0012172107416371376 0.03003077220298896 0.0023764862463519438 -0.0097846344480032547 -0.0089615305563478537 0.029320765850080734 -0.0029420129076911097 0.025544267179971613 -0.031763380501084799 0.0019004185933787564 0.0052414938677105942 -0.01387098310115056 -2.9829596391861018e-07 0.002401496684050972 0.015067776112727058 0.0079242042982151407 -0.016814501625383241 0.005141890312222357 0.0095448751193015855 -0.033558744791637798 0.016972524984601462 0.015997309053193392 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3.99494 3.47285 2.04109 2.95746 4.48824 1.85749 5.34962 3.88755 4.43095 8.00829 threshold=98.500000000000014 1.0000000180025095e-35 1.5000000000000002 -5.4999999999999991 13771.215820312502 1.0000000180025095e-35 11031.315917968752 4432.1855468750009 11270.709472656252 13515.104003906252 -1.0000000180025095e-35 12925.947753906252 1.0000000180025095e-35 23400.180664062504 28435.229492187504 16861.583007812504 17336.302734375004 29513.294921875004 21324.808593750004 15706.645507812502 16079.829101562502 14054.634277343752 89063.015625000015 79002.019531250015 -1.0000000180025095e-35 1.0000000180025095e-35 71819.058593750015 45446.361328125007 33836.650390625007 32666.960937500004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 3 -1 5 -5 7 12 -8 10 11 -10 -7 15 -15 19 -17 -16 -18 21 -21 -6 23 25 -25 26 27 28 29 -19 right_child=1 -3 -4 4 13 6 8 -9 9 -11 -12 -13 -14 14 17 16 18 22 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 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61.6728 16.7001 7.82787 internal_count=1411499 368 1411131 22093 20367 5766 1955 793 1162 1073 162 134 462 14601 13059 1542 476 12612 353 1066 335 731 12562 1867 193 1674 975 861 344 131 is_linear=0 shrinkage=0.03 Tree=835 num_leaves=31 num_cat=0 split_feature=2 0 2 0 1 2 0 2 2 1 2 0 2 0 1 1 0 2 2 2 1 2 1 0 2 0 2 2 1 2 split_gain=4.3515 10.8477 23.684 28.0326 13.8205 13.4996 19.8284 12.1393 8.85145 12.1965 10.4727 16.4261 10.0199 9.46839 8.77876 8.72873 8.7042 17.0586 20.2622 16.0205 13.8005 12.9834 32.1803 11.1233 10.4147 24.868 11.3136 11.7603 11.0891 10.5209 threshold=13515.104003906252 14.500000000000002 10798.300781250002 3.5000000000000004 -3.4999999999999996 11817.106933593752 2.5000000000000004 11031.315917968752 8007.5161132812509 8.5000000000000018 7656.2912597656259 3.5000000000000004 8542.7006835937518 13.500000000000002 8.5000000000000018 10.500000000000002 12.500000000000002 540.01754760742199 356.29209899902349 636.29287719726574 1.0000000180025095e-35 6233.4113769531259 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12.184 29.775 10.5452 10.3326 11.5808 32.295 12.8381 21.1508 11.7822 threshold=13515.104003906252 14.500000000000002 10798.300781250002 3.5000000000000004 -3.4999999999999996 11817.106933593752 2.5000000000000004 11031.315917968752 11541.221191406252 8007.5161132812509 8.5000000000000018 7656.2912597656259 3.5000000000000004 8542.7006835937518 6.4175000190734872 8.5000000000000018 12.500000000000002 540.01754760742199 356.29209899902349 636.29287719726574 1.0000000180025095e-35 6233.4113769531259 -1.4999999999999998 13.500000000000002 468.30728149414068 8.545499801635744 1018.5688781738282 997.99557495117199 1193.5148925781252 6964.4814453125009 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 7 -4 -9 10 11 16 -13 -11 -14 -6 24 18 20 -19 -18 -21 -23 -20 -1 26 -26 -27 -29 -30 right_child=-2 -3 3 4 15 -7 -8 8 -10 13 -12 12 14 -15 -16 -17 17 19 23 21 -22 22 -24 -25 25 27 -28 28 29 -31 leaf_value=-0.0055285814359799373 0.00016389644970456855 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40.926118522882462 133.11666177213192 4094.8934592455626 55.453664943575859 27.374516665935516 147.29977308213711 114.96803586184978 657.51207255572081 618.22593106050044 3031.5454822779866 241.08174152299762 10309.98002488818 394.28431119024754 leaf_count=1638 360093 934555 33 852 9533 408 102 170 34 1555 365 162 51 5830 749 115 267 181 651 18227 293 120 607 586 2980 3049 17227 1116 48401 1811 internal_value=-2.30877e-05 -8.4041e-05 -0.000661837 -0.00330522 -0.00392823 0.0115562 0.000405521 -0.0144469 -0.00441523 -0.000354922 -0.000519053 -0.00056221 -0.00688474 0.00170673 -0.00350882 -0.00450358 -0.000493562 -0.00159771 0.00464179 -0.00209575 -0.00672701 -0.00192199 -0.00968143 0.00904038 -0.000163465 -5.21366e-05 0.00141141 -0.000519043 -0.000756609 -0.000558696 internal_weight=323312 243828 24724.9 2572.08 2468.6 103.487 48.8698 29.8358 23.2199 22152.8 20519.2 20443.3 219.584 1633.56 186.247 2307.46 20223.7 4654.56 344.069 4310.49 95.9841 4269.57 174.674 248.085 15569.1 15252.6 3689.06 11563.6 10945.3 10704.3 internal_count=1411761 1051668 117113 11247 10500 747 339 237 204 105866 98481 98116 962 7385 800 9648 97154 20932 1797 19135 560 18954 727 1237 76222 74584 20207 54377 51328 50212 is_linear=0 shrinkage=0.03 Tree=837 num_leaves=31 num_cat=0 split_feature=2 0 2 0 1 2 0 2 2 2 1 0 0 2 2 2 1 1 2 2 2 2 1 2 0 2 2 2 2 2 split_gain=3.85235 9.60335 20.9742 24.9744 12.2323 12.1227 17.7773 11.3048 8.20772 8.00894 7.79145 7.6885 9.23848 29.6896 16.3125 26.6466 22.0249 21.5 21.8569 34.7514 19.9913 18.8854 25.5857 14.3139 17.5013 14.1829 32.3633 18.2132 26.6654 15.1459 threshold=13515.104003906252 14.500000000000002 10798.300781250002 3.5000000000000004 -3.4999999999999996 11817.106933593752 2.5000000000000004 11031.315917968752 11541.221191406252 10537.723632812502 8.5000000000000018 45.500000000000007 48.500000000000007 9353.3178710937518 2321.0456542968755 2799.732299804688 -2.4999999999999996 -1.4999999999999998 674.87377929687511 955.99880981445324 4611.3833007812509 2021.488708496094 1.0000000180025095e-35 2225.1726074218755 46.500000000000007 415.59368896484381 492.61546325683599 271.27960205078131 284.12406921386724 374.68469238281256 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 7 -4 -9 -1 -6 -3 13 14 17 -16 20 -13 25 -20 -17 -21 -23 -24 -25 27 -27 -19 -29 -30 right_child=-2 11 3 4 10 -7 -8 8 -10 -11 -12 12 -14 -15 15 16 -18 18 19 21 -22 22 23 24 -26 26 -28 28 29 -31 leaf_value=-0.00039489353593447052 0.00015898187533659852 0.00013401316254793282 -0.049050496248449364 0.0041900671046454377 -0.0041726535595827431 0.021020523000006897 0.023139485288931665 0.0064331477551319632 -0.03397487268571088 0.006084108237016243 -0.019965302052606985 0.0016673635420774769 -9.4356471257285449e-05 -0.007174424299319168 0.0038659458005557428 -0.011451727249760202 6.5682035063809019e-05 -0.00062463244282323551 -0.011485455026555342 -0.00097106516867016129 0.0033862423737005278 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9.2815 14.6947 8.96612 8.3783 8.09528 7.70629 15.1406 18.0355 14.2095 12.3729 11.4368 27.59 9.99537 9.80996 23.4532 10.6416 11.0433 10.4728 26.3775 threshold=13515.104003906252 14.500000000000002 10798.300781250002 3.5000000000000004 2.5000000000000004 11031.315917968752 -3.4999999999999996 1.5000000000000002 13196.084960937502 8007.5161132812509 8.5000000000000018 7656.2912597656259 3.5000000000000004 8542.7006835937518 6.4175000190734872 10.500000000000002 12.500000000000002 540.01754760742199 356.29209899902349 636.29287719726574 1.0000000180025095e-35 6233.4113769531259 -1.4999999999999998 13.500000000000002 799.78054809570324 13.500000000000002 4520.4785156250009 4712.1987304687509 1494.5967407226565 1748.5217285156252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 -4 -5 8 -7 10 11 16 -13 -11 -14 -12 -1 18 20 -19 -18 24 -23 -20 25 -21 28 -28 -26 -30 right_child=-2 -3 3 6 -6 7 -8 -9 -10 13 15 12 14 -15 -16 -17 17 19 23 21 -22 22 -24 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1292.9861274929717 173.90284782648087 35.23153267800808 40.39887885004282 40.893867284059525 133.03700296580791 41.914156317710876 55.11389034986496 27.66379189491272 147.27615970373154 114.51843047142029 2554.4460367709398 84.712567061185837 69.843974277377129 211.82833534479141 77.117141306400299 1055.5037848055363 leaf_count=76222 360093 934555 33 852 175 182 9648 289 68 1555 187 162 51 5830 749 178 267 181 651 190 293 120 607 586 11559 389 290 886 341 4572 internal_value=-2.1725e-05 -7.9078e-05 -0.000622729 -0.00311077 0.0110002 0.00406833 -0.00369545 0.00937659 -0.0100935 -0.000333939 -0.000491623 -0.00053349 -0.0066694 0.00164705 -0.00339128 0.0107347 -0.000466896 -0.00153798 0.00452764 -0.00202066 -0.00654626 -0.00185212 -0.00936393 0.00880022 -0.00153124 0.00668877 -0.00179351 0.0038269 -0.00222287 -0.00462402 internal_weight=323303 243822 24723.9 2571.29 102.301 69.5309 2468.99 63.1515 14.3446 22152.7 20519.3 20443.1 219.49 1633.31 186.27 76.24 20223.6 4654.27 343.068 4311.2 95.5128 4270.31 174.94 247.555 4095.37 126.627 3968.74 281.672 3687.07 1132.62 internal_count=1411761 1051668 117113 11247 747 572 10500 539 250 105866 98481 98116 962 7385 800 365 97154 20932 1797 19135 560 18954 727 1237 18227 579 17648 1176 16472 4913 is_linear=0 shrinkage=0.03 Tree=839 num_leaves=31 num_cat=0 split_feature=2 0 2 0 2 0 1 2 2 2 1 0 1 0 2 2 2 1 2 2 1 2 2 1 2 2 0 0 2 2 split_gain=3.41061 8.50163 18.5739 22.2331 11.187 16.0938 10.8272 10.3987 7.87228 7.47847 7.37164 7.23476 8.84285 9.16941 28.4816 15.7956 24.3184 19.6598 20.5946 32.9518 18.7466 19.0109 17.7709 24.0558 13.7029 13.474 16.4626 13.4074 13.3408 30.318 threshold=13515.104003906252 14.500000000000002 10798.300781250002 3.5000000000000004 11817.106933593752 2.5000000000000004 -3.4999999999999996 11031.315917968752 11541.221191406252 10537.723632812502 7.5000000000000009 45.500000000000007 -19.499999999999996 48.500000000000007 9353.3178710937518 2321.0456542968755 2799.732299804688 -1.4999999999999998 674.87377929687511 955.99880981445324 -2.4999999999999996 4611.3833007812509 2021.488708496094 1.0000000180025095e-35 3912.428344726563 2225.1726074218755 46.500000000000007 46.500000000000007 415.59368896484381 492.61546325683599 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 9 4 5 7 -5 -4 -9 -1 -8 -3 -13 14 15 17 -17 -14 28 -20 21 24 -21 -24 -18 27 -27 -25 -19 -30 right_child=-2 11 3 6 -6 -7 10 8 -10 -11 -12 12 13 -15 -16 16 20 18 19 22 -22 -23 23 25 -26 26 -28 -29 29 -31 leaf_value=-0.00037282577871911162 0.0001495900481942509 0.00013052493115230966 -0.047942026410247994 0.003958049037582608 0.020109473656910751 0.022007289742049071 -0.0038984235864584385 0.0061781492554055803 -0.033448876751979648 0.0058896067004250569 -0.017850010458594873 -0.0059606490932306048 0.0015759852129533206 -7.2397435338505199e-05 -0.0070297359025579169 0.0037294453874667046 -0.0087027215637793826 -0.0013667759881003134 -0.011189379106782516 -0.00094157196780833314 6.4242828888990376e-05 0.0037106709409728028 -0.015249738652638163 0.0032403920071397453 -0.030859697314576391 -0.011538456412071327 0.010722399323713912 -0.010680756934175986 0.022172411275088396 0.0007879906217602207 leaf_weight=21978.963358703826 79480.339834985032 126332.6917161122 6.2592414021492031 160.18370204418898 53.829053112305701 18.624692395329475 2274.4070338010788 16.976914554834369 6.1450653076171866 172.97119386307895 34.603264212608337 240.73464017361403 1618.2060725390911 77587.297926731408 649.19436126947403 1624.6760656386614 262.12665976583958 3802.0210563540459 486.33352118730545 1653.6828703731298 3580.5951897129416 112.34239001572132 206.62265019118786 88.553086936473846 27.7835373878479 41.474924191832542 107.12358666956425 209.73231050372124 70.252692401409149 396.06561381369829 leaf_count=105100 360093 532414 33 852 408 102 9508 170 34 766 140 1250 6968 335186 2750 6770 1083 16798 2459 7297 16272 457 827 357 112 167 431 849 300 1808 internal_value=-2.10727e-05 -7.67052e-05 -0.000604063 -0.00301772 0.0107194 0.000190365 -0.00358427 -0.0136393 -0.00435342 -0.000323926 -0.0041075 -1.71981e-05 -0.000218376 -0.000203436 -0.000884097 -0.000604854 0.000636186 -0.00140659 -0.00209004 -0.00409263 -0.000625611 -0.00676625 -0.00259671 -0.00678498 -0.0108261 -0.00287119 0.00450923 -0.00654793 -0.0007794 0.00400964 internal_weight=323301 243820 24723 2571.03 101.835 48.0059 2469.19 29.3812 23.122 22151.9 2309.01 219098 92764.8 92524.1 14936.8 14287.6 5607.52 8680.07 7061.86 2793.52 3982.85 402.253 2307.19 653.507 289.91 446.884 148.599 298.285 4268.34 466.318 internal_count=1411761 1051668 117113 11247 747 339 10500 237 204 105866 9648 934555 402141 400891 65705 62955 24694 38261 31293 12387 17924 1652 9928 2631 1195 1804 598 1206 18906 2108 is_linear=0 shrinkage=0.03 Tree=840 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 0 2 0 2 1 1 2 1 1 1 2 0 2 0 0 0 0 1 1 0 1 2 1 split_gain=3.31849 13.7992 28.9145 23.6101 27.5517 20.5532 25.1036 18.2205 29.2465 22.5357 35.1765 43.9254 33.0985 18.6593 15.2879 13.9335 12.6303 14.0383 12.2588 20.4989 14.2871 24.8401 12.6303 11.2627 11.1209 11.0732 11.064 10.5277 16.3071 22.8782 threshold=31.500000000000004 5118.9267578125009 4165.5986328125009 51.500000000000007 8714.5634765625018 36.500000000000007 47.500000000000007 42.500000000000007 7475.0764160156259 38.500000000000007 7303.1936035156259 -4.4999999999999991 -1.4999999999999998 5561.5637207031259 2.5000000000000004 -21.499999999999996 1.0000000180025095e-35 6233.4113769531259 66.500000000000014 4712.1987304687509 59.500000000000007 55.500000000000007 53.500000000000007 63.500000000000007 -2.4999999999999996 -2.4999999999999996 39.500000000000007 2.5000000000000004 21922.121093750004 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=24 2 -2 4 7 -4 -7 9 -9 14 11 -11 13 -13 -3 -5 -14 -18 19 -8 21 22 -21 -22 -1 -12 -19 -6 29 -29 right_child=1 3 5 15 27 6 18 8 -10 10 25 12 16 -15 -16 -17 17 26 -20 20 23 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.00087331472333474467 -7.2111923116737294e-05 -0.00086007684076025307 0.003992164396918684 0.021758955237359323 -0.00037863335188736491 -0.0039761009181201526 0.0059373554014487545 -0.0036739606574308545 0.0028734060353928026 -0.022023214629546227 -0.0029981409954785727 -0.015514051013947965 0.00048953246708536647 0.021241770643768802 -0.011972414244743539 3.2029666810678344e-05 -0.0012080787819236068 -0.028514194651761582 -9.564797434043818e-05 0.0003752185355058143 -0.031108017557439405 0.022387580584590276 -0.015481184179521355 -0.0053462803587087052 -1.8916600396267228e-05 -0.016188558875533589 -0.0095958990428999472 -0.0054573457982998157 0.0010586199360744686 0.0054601163313172021 leaf_weight=13900.499557094998 124169.73857802525 989.23939125239849 2673.1662396937609 26.592784438282251 13979.130419880152 851.3954118937254 1108.1429331973195 1937.0696473196149 898.98529670387506 102.89403866231441 66.547381997108459 14.730229690670965 285.1923796236515 79.617277100682259 125.56757947802544 25152.05969502544 114.68710128962994 40.980521842837334 1524.7195211201906 340.75185243040323 23.233408868312836 42.608305901288986 52.127757489681244 44.579260915517807 131623.244962684 411.30027544498444 86.649523675441742 1477.7788775712252 785.49357661604881 195.61839230358601 leaf_count=70411 534778 4068 11087 296 56960 3762 4767 9030 3878 418 269 59 1201 321 619 106002 510 184 6286 1582 94 176 217 182 580799 1774 421 6600 3327 828 internal_value=-3.98994e-05 -0.000126926 3.11827e-05 -0.000569204 -0.00129709 0.00195681 0.000592353 -0.00321103 -0.00159855 -0.0051844 -0.00803277 -0.00386659 -0.000862353 0.0155032 -0.00211173 5.49769e-05 -0.0037894 -0.00882545 0.00183258 0.00365704 -0.00136365 0.00063091 -0.00172863 -0.0141726 6.63098e-05 -0.0143516 -0.0156703 -0.000697047 -0.00250727 -0.00418111 internal_weight=323124 177601 130830 46770.1 21591.5 6660.72 3987.56 5153.46 2836.05 2317.41 1202.6 724.751 621.857 94.3475 1114.81 25178.7 527.51 242.317 3136.16 1611.44 503.301 435.488 392.88 67.8127 145524 477.848 127.63 16438 2458.89 1673.4 internal_count=1410906 759696 562931 196765 90467 28153 17066 22752 12908 9844 5157 3114 2696 380 4687 106298 2316 1115 13304 7018 2251 1975 1799 276 651210 2043 605 67715 10755 7428 is_linear=0 shrinkage=0.03 Tree=841 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 1 1 0 1 2 0 1 1 0 2 0 0 0 1 2 1 1 2 2 1 0 2 0 split_gain=3.12269 12.9868 27.213 22.2258 25.9753 19.352 23.6295 13.8645 24.2356 22.8245 16.199 20.2128 18.412 13.3382 12.9104 11.5345 19.2889 13.4282 23.3742 11.8959 11.3589 16.2377 18.7791 13.0238 11.6148 11.4686 16.8333 16.4513 17.7033 33.1037 threshold=31.500000000000004 5118.9267578125009 4165.5986328125009 51.500000000000007 8173.5148925781259 36.500000000000007 47.500000000000007 -5.4999999999999991 -10.499999999999998 42.500000000000007 -1.4999999999999998 5339.5974121093759 48.500000000000007 -21.499999999999996 11.500000000000002 66.500000000000014 4712.1987304687509 59.500000000000007 55.500000000000007 53.500000000000007 2.5000000000000004 21922.121093750004 23.500000000000004 9.5000000000000018 9801.5458984375018 14993.919433593752 1.0000000180025095e-35 32.500000000000007 11270.709472656252 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 -2 4 7 -4 -7 8 -3 -10 11 -9 14 -5 -12 16 -8 18 19 -18 25 22 -22 -23 -24 26 -6 -28 29 -29 right_child=1 3 5 13 20 6 15 10 9 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21 21 23 24 -25 -26 -27 27 28 -30 -31 leaf_value=6.4322486887265719e-05 -6.9948698048700902e-05 0.0064450731555363103 0.0038741678381960867 0.021466724824309023 -0.00072798901506808357 -0.0038594217859218762 0.0057594840825616151 -0.014521678145034298 -0.022115377867754669 0.0020771739026854362 -0.0043184945648455644 0.0034400671120570362 0.00094217572857822841 3.1068898004493569e-05 -0.015218782626800988 -9.2777969291077614e-05 0.0003639356130280005 -0.013733602534274561 0.021717907017172182 -0.015030451280333805 -0.0052480165422813677 0.0031947878251850541 -0.014707236025058234 -0.0058549397893215838 0.0071074655267254379 -0.0011941797112759464 -0.010541211804316525 -0.0081141928830543979 0.0051886378549511726 0.0029682626791624513 leaf_weight=145519.93205757567 124169.47547585517 58.56361411511898 2671.9645668193698 26.152854267507792 4085.6904960200191 850.82970021665096 1108.0956069901586 62.837357729673386 133.51416032016277 47.614794224500656 2811.5877082571387 549.2047696262598 634.4446774572134 25151.979625576874 101.31692217290401 1524.7283750027418 340.77610071003437 67.879061371088028 42.604506283998489 52.080943331122398 1586.4415747821331 597.40152911841869 25.044314041733742 188.21373729407787 178.73042324185371 7794.6651427671313 86.737998440861702 320.33946089446545 1323.2529490888119 999.26747247576714 leaf_count=651210 534778 257 11087 296 16745 3762 4767 261 547 197 12553 2241 2828 106002 699 6286 1582 276 176 217 7123 2447 124 880 748 31635 352 1342 5354 4134 internal_value=-3.87064e-05 -0.000123129 3.02481e-05 -0.000552232 -0.00125861 0.00189862 0.00057466 -0.00331559 -0.0103314 -0.0157557 -0.00291129 0.00159596 -0.00368895 5.33344e-05 -0.00469763 0.00177761 0.00354735 -0.00132261 0.000611997 -0.00167689 -0.000732077 -0.00256892 -0.00414681 0.0010267 0.0044264 -0.00040823 0.000490663 0.00231475 0.00273668 0.000277956 internal_weight=323111 177591 130828 46763 21584.9 6658.96 3986.99 4399.08 239.693 181.129 4159.39 612.042 3547.35 25178.1 2912.9 3136.16 1611.44 503.341 435.462 392.857 17185.8 2575.83 1790.22 785.615 203.775 14610 6815.29 2729.6 2642.86 1319.61 internal_count=1410906 759696 562931 196765 90467 28153 17066 19583 1001 744 18582 2502 16080 106298 13252 13304 7018 2251 1975 1799 70884 11322 7995 3327 872 59562 27927 11182 10830 5476 is_linear=0 shrinkage=0.03 Tree=842 num_leaves=31 num_cat=0 split_feature=0 2 1 1 2 0 2 2 2 2 0 2 0 2 2 3 0 2 2 2 2 2 2 0 2 2 0 1 1 1 split_gain=2.99487 7.17518 5.74387 9.22549 25.1015 10.5225 7.21803 7.10264 15.2338 10.597 10.1838 7.0765 15.4782 16.3711 8.66361 8.62206 8.06447 7.19882 7.60979 13.3279 7.06269 7.02653 6.66354 8.33784 7.38397 6.43743 6.36673 10.1558 7.52361 6.2757 threshold=65.500000000000014 65.776599884033217 6.5000000000000009 1.5000000000000002 310.97680664062506 69.500000000000014 401.18936157226568 346.46589660644537 1018.5688781738282 252.50982666015628 71.500000000000014 8542.7006835937518 77.500000000000014 9801.5458984375018 4712.1987304687509 9.5555000305175799 83.500000000000014 9587.6123046875018 20021.907226562504 28435.229492187504 259.04246520996099 36319.728515625007 5339.5974121093759 77.500000000000014 8007.5161132812509 356.29209899902349 72.500000000000014 2.5000000000000004 3.5000000000000004 2.5000000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 20 25 -7 9 10 -4 -9 14 13 -13 15 -8 17 -14 -19 -20 -5 -21 -10 24 -24 -6 -15 -28 -29 -18 right_child=1 2 7 4 5 6 11 8 22 -11 -12 12 16 26 -16 -17 29 18 19 21 -22 -23 23 -25 -26 -27 27 28 -30 -31 leaf_value=-6.671877519287421e-06 0.010182833918637401 -0.00017921920920221669 0.018480496767631201 -0.0046002474595847088 0.012575014616760246 -0.0080352160020260906 -0.0019872056264198007 0.024549253080068632 -0.0028999753244172192 -0.014643064804511422 0.0065382505217227915 -0.034235144110113233 -0.0065724482700575447 -0.0022540134805667023 0.0026710260568438443 0.01006514758788093 -0.004770300909151386 0.010537473310191316 -0.015593841541136327 0.015444772080143205 -0.01407795365454082 0.0015252465062500888 0.010514665657109056 -0.00047017589420450122 0.0022472634540096773 0.0011397191774662932 -0.01309901464757777 0.006038451506780289 -0.0090891123621736711 0.00073240370091714514 leaf_weight=289964.37924653193 58.574560448527336 26092.481664450839 10.583972983062266 121.67445989698172 46.386321187019348 157.26183626055717 1435.8210320323706 35.23451030254364 335.06821750476956 48.64401763677597 142.61137810349464 19.184369146823883 72.89238914847374 230.25398667156696 624.07583044469357 55.485113352537155 529.14590281248093 106.69775477051735 37.21776819229126 38.43814380466938 169.11810438334942 216.33196085691452 149.51679903268814 539.64791575889103 278.02284432947636 987.81699849665165 192.0937774181366 56.119709730148315 62.589063286781311 288.08629341702908 leaf_count=1269669 260 110204 61 625 205 768 6582 177 1619 302 707 77 293 933 2531 257 2236 428 150 155 819 887 613 2629 1135 4106 777 227 253 1221 internal_value=-3.75482e-05 -0.00030773 -0.000326306 -0.000413642 -0.00153665 -0.00105298 -0.00173187 0.0014631 0.00187075 -0.00872392 0.0101066 -0.00148182 -0.00283751 -0.00700059 -0.000296818 -0.00153879 -0.00102784 0.00209616 0.00368106 0.0011756 -0.0101123 0.00362534 0.000746006 0.0020091 0.00513849 0.00165262 -0.00603493 -0.00883597 -0.00193754 -0.00283052 internal_weight=323101 33137.1 33078.5 31539.2 5446.69 5155.9 4121.69 1539.33 1480.1 59.228 177.846 3964.43 1849.05 560.241 2115.38 1491.31 1288.81 471.578 398.686 291.988 290.793 254.77 1302.26 967.188 427.54 1034.2 541.057 310.803 118.709 817.232 internal_count=1410906 141237 140977 133734 23530 22086 17775 7243 6880 363 884 17007 7637 2267 9370 6839 5370 1913 1620 1192 1444 1042 5996 4377 1748 4311 2190 1257 480 3457 is_linear=0 shrinkage=0.03 Tree=843 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 0 0 2 0 2 1 1 2 1 1 1 2 0 2 0 1 1 2 2 0 2 0 1 0 split_gain=2.88431 12.1887 25.6078 21.06 24.5582 18.1952 22.2651 16.5145 27.3296 21.3692 33.8764 40.1042 30.4378 17.3086 14.2659 12.7631 11.8805 13.3548 10.8268 18.3152 10.5625 10.5194 10.4671 10.3272 32.5262 38.7753 20.9498 41.5858 26.341 22.5887 threshold=31.500000000000004 5118.9267578125009 4165.5986328125009 51.500000000000007 8714.5634765625018 36.500000000000007 47.500000000000007 42.500000000000007 7475.0764160156259 38.500000000000007 7303.1936035156259 -4.4999999999999991 -1.4999999999999998 5561.5637207031259 2.5000000000000004 -21.499999999999996 1.0000000180025095e-35 6233.4113769531259 66.500000000000014 4611.3833007812509 39.500000000000007 -2.4999999999999996 -2.4999999999999996 5009.0314941406259 1494.5967407226565 8.5000000000000018 1806.0396118164065 10.500000000000002 1.0000000180025095e-35 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=22 2 -2 4 7 -4 -7 9 -9 14 11 -11 13 -13 -3 -5 -14 -18 19 -8 -19 -12 -1 24 -24 -26 27 -27 -29 -30 right_child=1 3 5 15 -6 6 18 8 -10 10 21 12 16 -15 -16 -17 17 20 -20 -21 -22 -23 23 -25 25 26 -28 28 29 -31 leaf_value=0.00084564324002029453 -6.6165654270306309e-05 -0.00071260870147140179 0.0037598326214987399 0.02117637637986565 -0.00065477651929555516 -0.0037459205957441938 0.0061098540104268032 -0.0035033712668487175 0.002828159613363935 -0.020978057458995461 -0.0028437700902009663 -0.014921145536407427 0.00060503904507734033 0.020473232126828018 -0.011477775572018435 3.4515187272498403e-05 -0.001013368326941432 -0.027763226853460762 -8.4718068455957616e-05 -0.0003922722198257347 -0.009204343638306297 -0.015704373355430356 0.00020645069067114542 0.00021385939741001505 0.00081376327729215344 0.0046079418125007767 -0.0017060497016966607 -0.012605865409321685 -0.012639424641636707 -0.00075725217299491649 leaf_weight=13896.336351077713 124166.9809816964 988.98789985477924 2670.7819861546159 25.72510789707303 16433.17914712429 850.27465209364891 950.23698596656322 1933.1936637833714 898.83753398805857 102.56112876534462 66.547477945685387 14.732515752315519 284.96445643901825 79.725244164466858 124.76659195125103 25151.927893175278 114.46092457324266 40.607024118304253 1524.7502442151308 661.17956195026636 86.162049271166325 409.33830739557743 37122.825769804418 74153.363280801103 5698.5515958092292 305.40411810576916 13052.117458567023 558.99569924175739 197.05626146495342 534.74009568989277 leaf_count=70411 534778 4068 11087 296 67715 3762 4085 9030 3878 418 269 59 1201 321 619 106002 510 184 6286 2933 421 1774 159592 329655 30510 1358 54256 2334 842 2252 internal_value=-3.6424e-05 -0.000117565 3.10211e-05 -0.000533313 -0.00122107 0.0018437 0.000559951 -0.00302985 -0.00149385 -0.00491064 -0.00768977 -0.00359942 -0.000727648 0.0149528 -0.00191856 5.61168e-05 -0.00354246 -0.00844189 0.00172735 0.00344197 -0.0151492 -0.013906 6.25932e-05 -2.00787e-05 -0.00032193 -0.00128596 -0.0021028 -0.00534706 -0.00770243 -0.00395685 internal_weight=323099 177580 130824 46755.7 21578.1 6657.22 3986.44 5144.88 2832.03 2312.85 1199.1 723.213 620.652 94.4578 1113.75 25177.7 526.194 241.23 3136.17 1611.42 126.769 475.886 145519 131623 57469.7 20346.9 14648.3 1596.2 1290.79 731.796 internal_count=1410906 759696 562931 196765 90467 28153 17066 22752 12908 9844 5157 3114 2696 380 4687 106298 2316 1115 13304 7018 605 2043 651210 580799 251144 91552 61042 6786 5428 3094 is_linear=0 shrinkage=0.03 Tree=844 num_leaves=31 num_cat=0 split_feature=0 2 1 1 2 0 2 2 2 2 2 2 0 2 0 2 2 3 0 2 2 2 2 2 2 2 0 1 1 2 split_gain=2.85183 6.75878 5.39525 8.6903 23.7327 9.87304 6.82212 6.72245 6.70483 14.3117 10.0054 8.54128 7.91071 6.66902 14.5632 15.4435 8.14275 8.09474 7.588 6.77442 7.15744 12.5512 6.64435 6.03612 6.21492 6.00754 5.99037 9.55521 7.0783 5.94861 threshold=65.500000000000014 65.776599884033217 6.5000000000000009 1.5000000000000002 310.97680664062506 69.500000000000014 401.18936157226568 259.04246520996099 346.46589660644537 1806.0396118164065 252.50982666015628 5339.5974121093759 74.500000000000014 8542.7006835937518 77.500000000000014 9801.5458984375018 4712.1987304687509 9.5555000305175799 83.500000000000014 9587.6123046875018 20021.907226562504 28435.229492187504 37758.167968750007 356.29209899902349 68603.160156250015 14993.919433593752 72.500000000000014 2.5000000000000004 3.5000000000000004 184.66258239746097 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -7 29 10 -10 -4 -11 -13 16 15 -15 17 -8 19 -16 25 -22 -23 -6 -25 -21 -17 -28 -29 -5 right_child=1 2 8 4 5 6 13 -9 9 11 -12 12 -14 14 18 26 -18 -19 -20 20 21 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-5.2040948710013641e-06 0.0098860110473866902 -0.00017418952575156001 0.017766882962275479 -0.008774601859150629 0.012153908130084169 -0.0078191327193975341 -0.0019269099455752603 -0.013732856155564223 0.0089024287529045048 -0.0038837930350264084 -0.014326498470202226 0.0058057859626006328 3.963576661423233e-05 -0.03326693044354366 -0.0063762259708960269 -0.0021872764650500581 0.0025901884493721096 0.0097328690535317293 -0.0027465212019316967 0.0072963774739548603 -0.015142744873848979 0.01390316249489458 0.0012561441394041224 0.00073379143178933933 0.016545057416054155 0.027554147228791948 -0.012706544688022185 0.0058567026012944666 -0.0088160937897529684 0.0057724520307100092 leaf_weight=289951.88068438589 58.535590633749962 26092.330678884871 10.678521171212195 85.489736631512642 46.558607429265976 156.72793626785278 1434.8442960754037 168.15726643800735 218.41725936532021 294.95821674540639 48.226999521255493 320.06981255114079 646.97812662040815 19.151512295007706 72.893340140581131 230.269730001688 624.07177180051804 55.666689768433571 817.26570697221905 91.310898303985596 37.179795980453491 45.524193823337555 209.15975439548492 964.97391106188297 22.90514925122261 15.396739244461058 192.10170236229897 56.115555256605148 62.598710477352142 35.93302871286869 leaf_count=1269669 260 110204 61 437 205 768 6582 819 1086 1417 302 1310 3067 77 293 933 2531 257 3457 366 150 184 858 4008 98 62 777 227 253 188 internal_value=-3.53342e-05 -0.000298996 -0.00031702 -0.000401671 -0.0014919 -0.00102243 -0.00168029 -0.00984873 0.00141723 0.00181218 -0.00850854 0.000585055 0.00194809 -0.00143755 -0.00275355 -0.00679167 -0.000286844 -0.00149145 -0.000998097 0.00203273 0.00357061 0.00113978 0.00351677 0.0015979 0.00110039 0.0102194 -0.00585459 -0.00857154 -0.00188035 -0.00446965 internal_weight=323086 33134.5 33076 31536.6 5444.3 5154.72 4120.28 289.58 1539.33 1480.42 58.9055 1262.01 967.048 3963.55 1848.97 560.237 2114.58 1490.51 1288.73 471.465 398.571 291.864 254.684 1034.44 987.879 106.708 541.086 310.816 118.714 121.423 internal_count=1410906 141237 140977 133734 23530 22086 17775 1444 7243 6880 363 5794 4377 17007 7637 2267 9370 6839 5370 1913 1620 1192 1042 4311 4106 428 2190 1257 480 625 is_linear=0 shrinkage=0.03 Tree=845 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 1 2 0 2 2 0 0 2 0 2 2 2 0 0 2 2 2 2 1 2 1 1 1 1 1 split_gain=2.46465 13.1605 17.126 29.2784 19.4846 12.0922 13.5498 11.9027 9.55346 15.5896 54.1031 30.903 21.8493 39.6542 20.945 49.2019 20.6174 20.1165 18.1181 16.4051 15.9197 14.7544 17.4324 14.7252 14.0199 13.3929 12.6143 16.6986 12.1345 11.2052 threshold=17.500000000000004 684.96466064453136 674.87377929687511 16.500000000000004 1.5000000000000002 8.5000000000000018 855.65197753906261 4.5000000000000009 12367.713378906252 17792.297851562504 10.500000000000002 2.5000000000000004 15706.645507812502 13.500000000000002 14362.723632812502 14993.919433593752 13515.104003906252 12.500000000000002 15.500000000000002 13771.215820312502 17336.302734375004 14054.634277343752 14993.919433593752 1.0000000180025095e-35 16437.536132812504 3.5000000000000004 1.0000000180025095e-35 1.5000000000000002 -2.4999999999999996 -2.4999999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 8 -7 -1 25 10 11 21 13 16 19 26 -12 20 -17 -15 -14 -10 -23 -13 29 -3 -16 -28 -18 -19 right_child=-2 5 3 -5 -6 6 -8 -9 9 -11 12 23 17 14 15 18 28 24 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.020267871210088047 -5.6041869683060282e-05 -0.00026492914675509816 0.017472000351108782 0.0041734694088845234 0.059814444884037782 0.033864965489667012 0.003800859727749341 0.0010409043681388166 0.0001210156736254069 4.557665542143918e-05 -0.0059247661654325779 -0.0014670608074752302 0.0018737336056044757 0.0048877943031032309 0.0087624887548268041 -0.012442821957898559 0.009070080865000241 -0.004137310655794744 0.019340353816267246 -0.0021115862658109439 0.010375600171571943 0.063479112472420537 0.012543025316778157 -0.0072340559511112753 -0.0026503549273396293 -0.0039306003093483007 0.025758531991032136 0.0028910698808606019 -5.575929164963125e-05 0.015658231167727989 leaf_weight=23.822041038423777 246958.16436394188 30125.960872545198 53.933130204677582 657.39210772514343 11.947775781154631 13.85821822285652 510.7209275662899 2446.3715006671846 115.1049137134105 33839.181721573987 559.53838812559843 775.70355535298586 801.05223772674799 1371.5784926973283 105.34937171638012 87.243483811616898 143.84727379307151 27.997389242053032 19.806872680783272 386.23668211698532 263.39932737499475 6.4401281205937257 99.091774276457727 819.40265236794949 51.971771448850632 924.5663245767355 159.85374835133553 35.039813637733459 1483.8191055804491 318.51949806511402 leaf_count=142 1048954 138704 244 2814 51 78 2194 11529 1746 167468 2338 3509 3405 5877 581 362 743 156 83 1639 1129 67 1175 3481 217 4154 707 153 6189 1424 internal_value=-1.00118e-05 0.000139092 0.00202419 0.00608425 0.025151 5.66774e-05 0.00459509 0.000835407 2.38488e-05 0.000321795 0.00154667 -0.00297396 0.00295818 0.00189205 0.00477018 0.0109001 -0.000957004 0.00612996 -0.00656218 0.00334985 0.00397753 0.0075493 0.0156514 -0.00442955 0.0118796 -0.000374079 0.0171262 0.0216472 0.000750749 0.0140588 internal_weight=323197 76238.8 3193.47 723.273 65.8809 73045.3 524.579 2470.19 72520.7 41470.2 7631 1815.74 5815.25 4352.31 2165.11 407.293 2187.2 1462.94 107.05 1757.82 1064.45 220.637 105.532 1595.11 398.489 31050.5 300.243 194.894 1627.67 346.517 internal_count=1411313 362359 14780 3109 295 347579 2272 11671 345307 202449 34981 9978 25003 18672 9402 1886 9270 6331 445 7516 4534 2988 1242 6990 1797 142858 1441 860 6932 1580 is_linear=0 shrinkage=0.03 Tree=846 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 1 2 0 2 1 2 2 2 2 2 0 2 0 0 2 1 2 2 0 2 2 2 1 1 0 split_gain=2.31943 12.3848 16.1216 27.5804 17.7339 11.3713 12.4622 11.2434 9.04892 14.8794 12.4136 12.3646 11.7413 22.063 9.60762 13.458 20.8095 20.8306 18.759 16.4995 23.7665 16.3068 12.3189 15.5872 38.3208 29.2799 22.2439 19.9843 19.6802 18.3485 threshold=17.500000000000004 684.96466064453136 674.87377929687511 16.500000000000004 1.5000000000000002 8.5000000000000018 855.65197753906261 4.5000000000000009 10537.723632812502 3.5000000000000004 10798.300781250002 10270.009765625002 3751.9816894531255 3673.077514648438 99992.636718750015 6.5000000000000009 31594.402343750004 2.5000000000000004 3.5000000000000004 27583.159179687504 -2.4999999999999996 21324.808593750004 71819.058593750015 5.5000000000000009 37758.167968750007 40737.804687500007 33836.650390625007 -1.4999999999999998 1.5000000000000002 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 8 -7 -1 9 11 -10 -3 13 -11 15 16 18 -18 -12 21 -21 -20 23 24 26 -25 29 -28 -27 -19 right_child=-2 5 3 -5 -6 6 -8 -9 10 12 14 -13 -14 -15 -16 -17 17 22 19 20 -22 -23 -24 25 -26 28 27 -29 -30 -31 leaf_value=-0.019743246596922212 -5.4360641039269574e-05 -0.00020768672422032434 0.017022495461607116 0.0040496159478286154 0.057204408221020249 0.03227794405315397 0.0036869410064299972 0.0010097928653219339 0.0054897819772151109 -0.0054304127151539412 0.00095068870737047382 -0.0056288218200392223 -0.0094654640853647498 0.0090827280724309623 -0.00044711298140618158 0.0009668494082141735 -0.0024616180123362801 -0.010936410118205536 -0.0052129256911557969 0.013982727393328401 -0.010873754594349768 0.0015421820238161865 0.0053046057483483481 0.0055345651429694765 0.0012744928182912528 -0.019154015431811562 0.0074637178296688318 -0.012856701449346914 0.0129533536488477 0.004983753959484573 leaf_weight=23.722921092063189 246958.0092167221 26573.074282793154 53.700171753764153 657.17621354758739 12.115446910262106 14.099599719047545 510.70631302893162 2446.0961227454245 408.94456816557795 372.06582587957382 905.81303421873599 384.12665720842779 276.08642852306366 126.26480047404766 12992.874971475045 20775.32315517962 1733.1383182960562 94.697077326476574 833.15187194943428 37.445809237658978 458.78098259866238 523.84009493142366 611.32157405279577 1001.8558875769377 3664.4986297376454 74.452161498367786 49.09778805822134 386.02479174733162 22.336119830608368 208.85629063844681 leaf_count=142 1048954 123410 244 2814 51 78 2194 11529 1749 1821 7183 1646 1160 569 68850 87961 9919 445 3810 221 1971 2389 4357 5009 19475 381 281 1672 104 924 internal_value=-9.70882e-06 0.000134944 0.00196384 0.00590391 0.0244192 5.4996e-05 0.00445508 0.000810457 2.31513e-05 -0.000402717 0.000286871 -0.000284935 -0.00450265 -0.00175314 0.000238921 0.000522967 -0.000346578 0.000441441 -0.00258759 -0.00431702 -0.00899806 -0.00260525 0.00126449 0.00081558 1.79566e-05 0.00401232 -0.0062156 -0.0105638 -0.0117445 1.72698e-05 internal_weight=323190 76231.7 3192.81 722.992 65.8156 73038.9 524.806 2469.82 72514.1 27731.6 44782.5 26957.2 774.417 498.331 44373.5 31380.6 10605.3 7846.28 2759.03 1853.22 496.227 1356.99 6113.14 5501.82 4403.17 1098.64 738.676 435.123 96.7883 303.553 internal_count=1411313 362359 14780 3109 295 347579 2272 11671 345307 128606 216701 125056 3550 2390 214952 146102 58141 42567 15574 8391 2192 6199 32648 28291 22797 5494 3322 1953 485 1369 is_linear=0 shrinkage=0.03 Tree=847 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 1 2 0 2 2 0 0 2 0 2 2 2 0 0 2 2 1 2 2 2 1 1 1 1 2 split_gain=2.18265 11.655 15.177 25.996 16.2074 10.6937 11.4789 10.6202 8.63415 14.3831 50.2103 28.8544 20.6147 37.379 19.8833 46.6544 19.3888 19.0757 17.0583 15.4567 15.0299 13.9211 13.917 16.4032 13.287 12.0082 15.9734 11.9213 11.4749 10.8801 threshold=17.500000000000004 684.96466064453136 674.87377929687511 16.500000000000004 1.5000000000000002 8.5000000000000018 855.65197753906261 4.5000000000000009 12367.713378906252 17792.297851562504 10.500000000000002 2.5000000000000004 15706.645507812502 13.500000000000002 14362.723632812502 14993.919433593752 13515.104003906252 12.500000000000002 15.500000000000002 13771.215820312502 17336.302734375004 1.0000000180025095e-35 14054.634277343752 14993.919433593752 16437.536132812504 1.0000000180025095e-35 1.5000000000000002 3.5000000000000004 -2.4999999999999996 12925.947753906252 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 8 -7 -1 27 10 11 22 13 16 19 25 29 20 -17 -15 -14 -13 -10 -24 -19 -16 -27 -3 -18 -12 right_child=-2 5 3 -5 -6 6 -8 -9 9 -11 12 21 17 14 15 18 28 24 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.019231293259897878 -5.2729850969739698e-05 -0.00025294126472948949 0.01658463631303134 0.0039294263940600482 0.054830299473713588 0.030802574147678757 0.0035764538923095785 0.00097960773922802402 8.884640618058264e-05 4.0529172931030868e-05 -0.00047637368039274349 -0.0014014110623062959 0.0017894910418668291 0.0047175486733845567 0.0085136354261135232 -0.012079494507765111 0.0088098304203016713 0.013670301181608112 0.01880320192004404 -0.002076814092771303 0.010057681537395365 -0.0070097827710018726 0.061585021645563835 0.012158524803875968 -0.0025991422734332223 0.025171137043742107 0.0027785033440262206 -0.0037148950472645327 -8.310197596831108e-05 -0.0090754890956600692 leaf_weight=23.62531229108572 246957.85861804197 30126.813801950018 53.467960596084595 656.96229702234268 12.258550196886061 14.328092873096464 510.68926665186882 2445.828207205981 115.12455272674561 33832.371799117711 214.98458129167557 776.23813343048096 800.62603529542685 1370.0388935729861 104.82592296972871 87.379103183746338 143.19135078787804 344.96803602576256 19.7321617603302 386.31587751209736 262.82357166707516 818.17757268249989 6.436131232418119 98.928959080018103 51.985773593187332 158.51361005008221 35.000645995140076 922.62285719811916 1483.60616363585 344.82729454338551 leaf_count=142 1048954 138704 244 2814 51 78 2194 11529 1746 167468 898 3509 3405 5877 581 362 743 1580 83 1639 1129 3481 67 1175 217 707 153 4154 6189 1440 internal_value=-9.41656e-06 0.000130916 0.0019053 0.00572912 0.0237178 5.33588e-05 0.00431947 0.00078625 2.24676e-05 0.000305788 0.00148295 -0.00287268 0.00284382 0.00180811 0.00460546 0.0105936 -0.000957505 0.00592768 -0.00639025 0.00322311 0.00383291 -0.00427936 0.00729934 0.0151777 0.0115396 0.0166912 0.021121 -0.000355812 0.000699657 -0.00577317 internal_weight=323181 76222.7 3192.14 722.689 65.7265 73030.6 525.017 2469.45 72505.5 41456.1 7623.72 1814.91 5808.82 4348.42 2161.81 405.451 2186.61 1460.4 107.111 1756.35 1063.45 1594.42 220.49 105.365 396.954 298.34 193.514 31049.4 1626.8 559.812 internal_count=1411313 362359 14780 3109 295 347579 2272 11671 345307 202449 34981 9978 25003 18672 9402 1886 9270 6331 445 7516 4534 6990 2988 1242 1797 1441 860 142858 6932 2338 is_linear=0 shrinkage=0.03 Tree=848 num_leaves=31 num_cat=0 split_feature=0 1 2 2 0 2 0 2 0 1 2 0 1 2 2 0 0 1 2 0 0 2 0 2 2 2 2 2 2 0 split_gain=2.06254 8.74339 7.11966 17.1646 11.9269 10.4617 15.4732 13.91 24.5431 11.5135 10.1093 21.8542 9.33679 9.03286 15.205 32.0805 16.1664 32.9602 12.5772 12.0716 11.9208 11.3886 19.6532 42.4121 31.7572 30.3605 22.1827 19.824 17.0754 42.7515 threshold=15.500000000000002 8.5000000000000018 799.78054809570324 855.65197753906261 4.5000000000000009 876.87890625000011 13.500000000000002 930.90408325195324 8.5000000000000018 -3.4999999999999996 780.74472045898449 14.500000000000002 -6.4999999999999991 1045.9146118164065 1018.5688781738282 11.500000000000002 12.500000000000002 1.0000000180025095e-35 997.99557495117199 13.500000000000002 14.500000000000002 13196.084960937502 12.500000000000002 16437.536132812504 15706.645507812502 42314.533203125007 65050.789062500007 14993.919433593752 14362.723632812502 13.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 -1 6 -5 8 -7 -8 -6 -12 -10 14 16 -16 -9 18 20 -19 -18 -15 -23 24 27 -25 -27 28 -24 -30 right_child=-2 -3 3 5 10 7 9 13 12 -11 11 -13 -14 21 15 -17 17 19 -20 -21 -22 22 23 25 -26 26 -28 -29 29 -31 leaf_value=-0.018705559708126804 -4.7416669112122596e-05 0.0045987628144994871 -0.0044942540360170665 0.020560978268309802 0.00081365250950897851 0.014868544939245812 0.023071083537099937 -0.0035065180420588049 0.016258875725230559 0.0010789314244377989 0.023104157264225007 0.0034438699936463544 -0.0067417721382210813 -0.00048216388687982964 -0.015511097308946783 0.010013931382409686 -0.0031505679975414595 0.018001562970804342 0.008577543471396637 0.0036814037695162356 -0.022760743378282867 0.00010316370739622378 0.0029664854203767703 -0.0067548989370103179 0.013623175552432051 0.0053921868246609075 -0.00080767932152924458 -0.0029295523896433993 0.00013435570527292549 0.0174168999861186 leaf_weight=25.562369357794523 257470.69448805111 393.6036534011364 738.81464823335409 50.612219974398613 1884.1876697577536 54.910885538905859 23.119976311922073 485.56879165768623 16.337669618427753 292.17801637947559 56.167609840631485 541.14609485864639 572.02080550789833 21746.795493602403 49.992825776338577 390.18963508307934 190.09939996898174 142.71946676075459 69.645219057798386 84.258230328559875 32.697370126843452 32550.839315297781 1149.7928446531296 538.853111974895 335.93014723807573 753.26689188182354 1672.8285824842751 341.30570299178362 237.1665416136384 281.97581424936652 leaf_count=157 1093324 1706 3322 267 9085 312 117 2193 89 1318 259 2368 2566 102341 228 1805 913 601 336 344 155 164981 4940 2218 1549 3092 6856 1469 1030 1372 internal_value=-9.13133e-06 0.000140899 0.000114032 5.14483e-05 0.00168175 0.000105562 0.00516323 7.55658e-05 -0.0043129 0.00269156 0.00189176 0.0052926 -0.00610309 0.000121803 0.00246534 0.00711498 0.000428815 0.00410768 -0.00255009 0.0126857 -0.00602853 6.49856e-05 0.000379252 0.00207135 0.00508506 -0.000313412 0.00111729 0.00365826 0.0050055 0.00952149 internal_weight=323173 65702.6 65309 62801.9 2507.06 62063.1 365.91 61697.2 643.269 315.298 2481.5 597.314 588.358 61053.9 1445.17 440.182 1004.99 519.42 292.442 226.978 222.797 59608.8 37862 5311.12 2346.17 2964.95 2426.1 2010.24 1668.94 519.142 internal_count=1411313 317989 316283 304414 11869 301092 1702 299390 2967 1435 11712 2627 2655 296423 6575 2033 4542 2349 1404 945 1068 289848 187507 22526 10360 12166 9948 8811 7342 2402 is_linear=0 shrinkage=0.03 Tree=849 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 1 2 0 0 2 2 2 2 2 1 1 2 2 0 0 0 2 0 1 0 0 2 2 2 0 split_gain=1.94379 10.938 14.3433 24.5131 14.8691 9.58213 10.7349 9.48967 8.08171 7.82808 20.0882 9.12811 21.6121 8.52128 7.81763 7.80931 10.789 7.92062 20.3525 11.9093 17.4595 7.70812 7.66426 9.35264 9.25565 6.79174 10.6603 6.75231 12.7391 46.3358 threshold=17.500000000000004 684.96466064453136 674.87377929687511 16.500000000000004 1.5000000000000002 8.5000000000000018 833.09243774414074 4.5000000000000009 6.5000000000000009 235.10141754150393 184.66258239746097 361.94923400878912 374.68469238281256 149.77716064453128 1.5000000000000002 2.5000000000000004 284.12406921386724 356.29209899902349 13.500000000000002 10.500000000000002 13.500000000000002 715.63015747070324 16.500000000000004 1.0000000180025095e-35 15.500000000000002 10.500000000000002 415.59368896484381 12367.713378906252 17792.297851562504 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 21 -7 -1 -9 10 13 15 -13 -10 25 17 -17 19 -19 -11 -21 22 23 -3 -25 26 -14 -23 29 -29 right_child=-2 5 3 -5 -6 6 -8 8 9 11 -12 12 14 -15 -16 16 -18 18 -20 20 -22 27 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.018244644476202304 -4.9725504774019027e-05 -0.016557078202596626 0.016158428185322083 0.0038141983929386959 0.052660563835510418 0.034259355493816174 0.0034763040073929564 0.01373250809448277 -0.0040948826517173582 0.019988160366605751 -0.024576277280309936 -0.039048880941627395 -0.01420915203057771 0.018763290370891531 -0.0060302667697450076 0.041000712538513534 0.0059913072983803998 -0.024228099246032732 0.015106944037180166 -0.025590736428364819 0.0018061652316506067 -0.00029953022720084256 0.0020813321625235076 -0.019675143505266213 0.0045288856899023617 -0.00037190235145079465 0.0058139862857079436 -0.0027889343602019935 3.7333278509585413e-05 0.0027044876685076657 leaf_weight=23.435104131698608 246957.58023663727 78.843389555811882 53.236593067646027 656.75314122438431 12.379015177488325 10.401719003915785 514.82713189721107 43.632224705070257 53.987281538546085 30.384546920657158 38.561922162771225 12.772422671318052 25.757308959960938 20.158578880131245 165.62516909837723 11.838013738393782 23.95129582285881 13.435572922229765 99.60316327214241 21.837447389960289 506.54686212539673 30815.664467050636 80.319282978773117 19.167890727519989 55.074998259544373 1040.0109605267644 337.3640603274107 1814.1549402796663 33831.386426566518 5799.5749600082636 leaf_count=142 1048954 355 244 2814 51 56 2216 294 377 160 200 60 122 108 738 52 100 68 526 106 2374 141846 344 81 232 4656 1588 9978 167468 25003 internal_value=-8.85325e-06 0.000123592 0.00184277 0.005561 0.0230449 4.84561e-05 0.00408594 0.000754858 0.000936932 0.000704485 -0.00701406 0.00108452 -0.000182643 0.00211974 0.000133796 0.00391671 0.0175714 0.00318928 0.0104317 0.00172415 0.000673886 1.92041e-05 -0.00542381 -0.00936151 -0.00172007 0.0008614 0.00439368 3.67853e-05 0.000286846 0.00139555 internal_weight=323168 76210.7 3191.27 722.369 65.6156 73019.4 525.229 2468.9 2445.47 2401.83 112.708 2289.13 1581.53 74.1459 1568.76 707.597 35.7893 671.808 113.039 558.769 528.384 72494.2 233.406 153.086 74.2429 1403.13 363.121 72260.8 41445.1 7613.73 internal_count=1411313 362359 14780 3109 295 347579 2272 11671 11529 11235 685 10550 7164 485 7104 3386 152 3234 594 2640 2480 345307 1012 668 313 6366 1710 344295 202449 34981 is_linear=0 shrinkage=0.03 Tree=850 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 3 0 3 3 0 1 0 0 0 0 0 1 3 3 0 0 0 0 1 3 3 1 0 1 split_gain=2.8992 5.02116 5.10835 3.3807 2.96758 11.1985 6.54231 11.0024 7.91432 6.19222 9.01803 6.38799 8.34976 7.23559 6.1973 5.47178 5.46363 5.31615 4.6908 11.1612 8.18445 5.69539 3.75442 5.6067 4.47445 3.63506 3.97267 3.70478 4.11147 3.64518 threshold=56.500000000000007 58.500000000000007 59.500000000000007 63.500000000000007 58311.849609375007 56232.490234375007 21.500000000000004 3.5000000000000004 8.545499801635744 1.532000005245209 43.500000000000007 1.0000000180025095e-35 51.500000000000007 54.500000000000007 59.500000000000007 8.5000000000000018 2.5000000000000004 -2.4999999999999996 6.4175000190734872 5.9049999713897714 15.500000000000002 12.500000000000002 93.500000000000014 87.500000000000014 -1.4999999999999998 1.3535000085830691 5.0659999847412118 1.0000000180025095e-35 71.500000000000014 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=4 -2 -3 -4 5 -1 8 16 18 10 -6 12 17 -14 -15 -10 -8 -12 19 20 -7 -20 23 -11 -24 -22 27 28 -27 -29 right_child=1 2 3 -5 9 6 7 -9 15 22 11 -13 13 14 -16 -17 -18 -19 21 -21 25 -23 24 -25 -26 26 -28 29 -30 -31 leaf_value=-9.560091592235649e-06 -0.014544192290808307 0.015741855276888723 -0.018076610952916638 -0.0018712770147790052 -0.011664383765072915 0.015036029677582611 0.0086169400233927808 0.011553144886662011 0.0022429587849918911 -0.00029147624421417589 -0.0083408970069614105 -0.0051731544685836685 -0.015491265426975934 0.0056615801989353381 -0.018114323010144925 -0.017999261918673935 -0.0048421731428461897 0.012091047153307196 0.00034371202152514823 -0.018722841855482262 -0.011874953897350446 0.019811890591154631 -0.01509574130948824 0.0020080848954794812 -0.0020269951155999655 0.0043272924660099823 -0.0082820281406798136 -0.00088257689529241132 0.018438545689997761 0.01318161266002587 leaf_weight=293727.50140124216 31.458685338497162 14.133200019598005 12.441051721572874 168.57136988919228 100.22870042175055 43.510790564119816 41.649186428636312 182.40337321162224 20.036696121096611 26017.014771214628 13.483959108591078 215.63935072720051 31.406499207019806 60.205906927585602 11.800575643777846 30.033857442438602 77.948259122669697 76.390815392136574 24.916956886649132 23.106051847338676 17.790875062346458 29.579124480485916 24.510537177324295 990.57647380232811 619.99221745040268 157.29693104326725 31.638085409998894 210.54893331229687 21.072076171636581 18.003841832280159 leaf_count=1268441 130 60 51 982 458 190 245 1359 92 126868 56 939 129 265 57 125 376 320 106 96 73 135 132 4608 2787 648 134 853 93 75 internal_value=-2.96569e-05 -0.0034218 -0.0016288 -0.00298508 -2.72758e-05 8.4398e-07 0.00328847 0.00691648 0.00154249 -0.000321498 -0.00359986 -0.00162323 0.0023372 -0.00347563 0.00176513 -0.00989895 -0.000155107 0.00902563 0.00253455 0.00166172 0.002604 0.0109106 -0.000261134 -0.000207134 -0.002524 0.00141867 0.00195794 0.0027541 0.00599436 0.000225305 internal_weight=323045 226.604 195.146 181.012 322818 294657 929.535 302.001 627.534 28161.2 509.156 408.927 193.288 103.413 72.0065 50.0706 119.597 89.8748 577.464 522.968 499.862 54.4961 27652.1 27007.6 644.503 456.351 438.56 406.922 178.369 228.553 internal_count=1410883 1223 1093 1033 1409660 1273041 4600 1980 2620 136619 2224 1766 827 451 322 217 621 376 2403 2162 2066 241 134395 131476 2919 1876 1803 1669 741 928 is_linear=0 shrinkage=0.03 Tree=851 num_leaves=31 num_cat=0 split_feature=1 1 1 0 2 2 3 0 3 3 0 1 0 0 0 0 0 1 3 3 0 0 0 0 3 3 1 0 1 1 split_gain=2.72832 4.73011 4.81481 3.17567 2.79222 10.5584 6.20285 10.4719 7.45165 5.83056 8.53032 6.01332 7.84271 6.80245 5.80393 5.15123 5.14203 4.99101 4.43408 10.4793 7.73983 5.40913 3.61974 3.53431 3.42099 3.73556 3.4901 3.90462 3.4316 3.37866 threshold=56.500000000000007 58.500000000000007 59.500000000000007 63.500000000000007 58311.849609375007 56232.490234375007 21.500000000000004 3.5000000000000004 8.545499801635744 1.532000005245209 43.500000000000007 1.0000000180025095e-35 51.500000000000007 54.500000000000007 59.500000000000007 8.5000000000000018 2.5000000000000004 -2.4999999999999996 6.4175000190734872 5.9049999713897714 15.500000000000002 12.500000000000002 59.500000000000007 97.500000000000014 1.3535000085830691 5.0659999847412118 1.0000000180025095e-35 71.500000000000014 8.5000000000000018 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 -2 -3 -4 5 -1 8 16 18 10 -6 12 17 -14 -15 -10 -8 -12 19 20 -7 -20 -13 -11 -22 26 27 -26 29 -28 right_child=1 2 3 -5 9 6 7 -9 15 23 11 22 13 14 -16 -17 -18 -19 21 -21 24 -23 -24 -25 25 -27 28 -29 -30 -31 leaf_value=-9.2732972530444759e-06 -0.014120176183999644 0.015304744804859017 -0.017512311369767251 -0.0018151101232280981 -0.011353340958377605 0.014642371035916835 0.0083649740267054216 0.011287741373822673 0.0021771320151091024 -0.00023481087749527209 -0.0080914034089827006 -0.0061402905719938139 -0.015014897228036013 0.0054997366205575592 -0.017442761366887088 -0.017469360068565504 -0.0046938332494975725 0.011703520853789227 0.00033342606563858718 -0.018111134843280318 -0.011521012713421038 0.019331824590197954 0.0084845835663176303 -0.0064764971333008516 0.0041981776574756876 -0.0080227748876599368 0.00022321415113101391 0.017982359009334582 0.012793334867050078 -0.014236927316755826 leaf_weight=293727.53549888858 31.431669667363167 14.101234406232832 12.456438630819319 168.57399118319154 99.890583641827106 43.34273473918438 41.61709987744689 181.11123288422823 20.023451060056686 27570.481590592302 13.482754468917845 199.01671969890594 31.430446058511734 60.11961966753006 11.885928615927694 30.016787067055702 77.998551212251186 76.550173819065094 24.915103435516357 23.168884232640266 17.787362933158875 29.406889408826828 16.493542015552521 81.890138258226216 157.27095186710358 31.679994866251945 194.83886793255806 20.960159614682198 17.993900567293167 15.71558131277561 leaf_count=1268441 130 60 51 982 458 190 245 1359 92 133913 56 867 129 265 57 125 376 320 106 96 73 135 72 482 648 134 789 93 75 64 internal_value=-2.87661e-05 -0.00331972 -0.00157999 -0.00289521 -2.64564e-05 8.19924e-07 0.00319602 0.00673818 0.00149743 -0.000311853 -0.00349395 -0.00157434 0.00226499 -0.00337026 0.00171263 -0.00960788 -0.000150367 0.00873916 0.0024604 0.0016127 0.00252741 0.0106181 -0.00502101 -0.000253295 0.0013765 0.00189973 0.00267249 0.00581921 0.000218559 -0.000856077 internal_weight=323043 226.563 195.132 181.03 322817 294655 927.848 300.727 627.121 28161.2 508.87 408.979 193.469 103.436 72.0055 50.0402 119.616 90.0329 577.08 522.758 499.59 54.322 215.51 27652.4 456.247 438.459 406.779 178.231 228.548 210.554 internal_count=1410883 1223 1093 1033 1409660 1273041 4600 1980 2620 136619 2224 1766 827 451 322 217 621 376 2403 2162 2066 241 939 134395 1876 1803 1669 741 928 853 is_linear=0 shrinkage=0.03 Tree=852 num_leaves=31 num_cat=0 split_feature=1 1 1 0 0 1 2 0 2 2 3 2 2 2 2 2 2 2 2 3 0 1 0 0 0 0 0 3 0 1 split_gain=2.56757 4.45633 4.53831 2.98381 2.69996 2.95247 4.07838 2.19184 1.99143 10.6084 4.46172 8.69092 3.81659 3.05123 5.10036 3.45304 6.85739 1.9898 9.47581 5.6305 8.06731 5.66298 7.36732 6.39615 5.43711 4.79824 9.13553 5.61693 4.83939 4.68641 threshold=56.500000000000007 58.500000000000007 59.500000000000007 63.500000000000007 94.500000000000014 30.500000000000004 1384.018249511719 67.500000000000014 24919.096679687504 20654.361328125004 21.500000000000004 13515.104003906252 8542.7006835937518 14993.919433593752 12925.947753906252 10537.723632812502 5009.0314941406259 58311.849609375007 56232.490234375007 1.532000005245209 43.500000000000007 1.0000000180025095e-35 51.500000000000007 54.500000000000007 59.500000000000007 4.5000000000000009 3.5000000000000004 8.545499801635744 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=4 -2 -3 -4 17 6 -6 -5 9 10 11 12 -8 14 15 16 -12 18 -1 20 -19 22 29 -24 -25 26 28 -27 -20 -22 right_child=1 2 3 7 5 -7 8 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 19 25 -21 21 -23 23 24 -26 27 -28 -29 -30 -31 leaf_value=-7.647326289371847e-06 -0.013709462831467416 0.014880413117135392 -0.016968832049876693 0.0065421933668689024 -0.020477575616768114 -0.016500725877307151 -0.0039376054032229943 -0.0031700152807218229 -0.002280713437091633 0.023599128655222842 0.0030106013346756885 -0.021381013463033404 0.012663191854176062 0.013285015474217118 -0.019140737808820897 0.01886445225041233 -0.019441629964178631 -0.011050184900143475 0.0081203072912706693 -0.00020560792670133929 -0.0078495897725038826 -0.0048755337600967716 -0.01455510471083667 0.0053423695997269309 -0.016802853527426116 0.0023885248918739852 0.010646096477702078 -0.0082425654092738668 -0.0045501612240570798 0.011329931287353198 leaf_weight=293275.82780430419 31.402554929256439 14.068744376301764 12.46952563524246 24.46289998292923 10.028234675526617 11.885369088500736 69.82593084871769 144.11346711637452 583.82829531282187 17.178320974111557 137.71673475950956 24.110968090593815 15.172373428940771 19.739567831158638 10.785848859697579 10.426685765385626 13.437405526638029 99.557230092585087 41.585398696362972 27189.597992935567 13.481183484196661 215.28496260941029 31.450310856103897 60.035107478499413 11.967158712446688 576.66945920139551 172.2339238524437 48.489662334322929 78.04677277803421 76.69975446164608 leaf_count=1266231 130 60 51 102 44 64 343 880 2684 80 677 118 68 99 61 48 72 458 245 132287 56 939 129 265 57 2403 1326 210 376 320 internal_value=-2.79024e-05 -0.00322076 -0.00153267 -0.0028081 -2.5662e-05 -0.00164489 -0.00145134 -0.00176063 -0.00123987 0.000668701 -0.000639021 -0.0054838 -0.000974329 0.00211263 0.000833164 0.00216646 0.00101463 -2.10132e-05 1.87331e-06 -0.000264101 -0.00339188 -0.00152735 0.00219521 -0.00326831 0.00166172 0.00304669 0.00622265 0.00156394 -0.000145773 0.00846278 internal_weight=323042 226.517 195.115 181.046 322815 924.136 912.25 168.576 902.222 318.394 301.216 109.109 84.9983 192.106 172.367 161.581 151.154 321891 294193 27698.1 508.476 408.918 193.634 103.453 72.0023 917.025 291.866 625.159 119.632 90.1809 internal_count=1410883 1223 1093 1033 1409660 4358 4294 982 4250 1566 1486 529 411 957 858 797 749 1405302 1270791 134511 2224 1766 827 451 322 4560 1947 2613 621 376 is_linear=0 shrinkage=0.03 Tree=853 num_leaves=31 num_cat=0 split_feature=1 1 1 0 0 1 1 1 0 2 2 2 2 2 2 0 1 2 0 0 2 1 2 0 2 2 0 2 0 2 split_gain=2.4167 4.19846 4.27802 2.80402 2.54141 2.79395 2.15036 1.91548 5.89536 12.5805 12.3831 6.54675 7.23739 5.94573 5.41652 5.63377 4.59804 4.49807 4.83212 7.20075 5.7277 4.37523 4.12803 8.47776 5.26279 3.39016 4.45799 4.07989 5.46623 3.00155 threshold=56.500000000000007 58.500000000000007 59.500000000000007 63.500000000000007 94.500000000000014 30.500000000000004 61.500000000000007 34.500000000000007 49.500000000000007 10057.160644531252 8374.6435546875018 2449.139526367188 2848.0100097656255 216.75743103027347 12667.155273437502 41.500000000000007 38.500000000000007 1148.0775146484377 73.500000000000014 65.500000000000014 19411.564453125004 45.500000000000007 3618.2971191406255 43.500000000000007 3232.175903320313 10057.160644531252 51.500000000000007 3118.6667480468755 68.500000000000014 14697.978027343752 decision_type=2 2 2 2 2 2 2 2 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 -4 7 -6 -5 -1 9 10 11 13 -13 -9 -11 -16 25 -18 19 -19 21 -20 23 24 -14 26 -10 -28 -29 -17 right_child=1 2 3 6 5 -7 -8 8 16 14 -12 12 22 -15 15 29 17 18 20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-2.3796569431481731e-05 -0.013311510878591335 0.014468366307799789 -0.016445075293533794 0.0093311492774672475 -0.0014081283920328422 -0.016081688038746978 -0.0027482757711643079 0.0059510124462449528 0.029403144303760769 0.021373385761837557 -0.036727533299594425 0.013809810313927398 0.012304802109768897 -0.015956491592655487 0.012874613744415989 -0.016743935159705684 0.016589132910331129 0.0010508238517821962 -0.0057452655341414883 0.016122369439714315 0.0059605891828746716 -0.027781857832260764 0.0028478008377397297 -0.029948098125256822 -0.012854486473566032 0.0012640330216463422 -0.0021430259493041663 0.02968404056708528 0.005402149448674844 0.0027557425925645957 leaf_weight=321190.84406725306 31.371575832366943 14.035832300782202 12.480491459369658 14.513359755277632 912.14522543735802 11.830061521381138 154.03155795531347 14.01857455819845 12.662286743521689 20.698563933372498 11.163042172789572 27.066720396280289 13.624368250370027 54.481411524116993 28.728748574852943 12.781773805618288 18.183095917105675 230.11811099946499 20.612644098699093 32.567995265126228 19.568771630525589 13.367266878485678 40.948583453893661 13.720579743385313 16.599541664123535 30.186875611543655 17.701388895511627 14.379756718873976 19.878016397356987 15.995046913623808 leaf_count=1402267 130 60 51 61 4294 64 921 72 53 84 53 114 57 263 121 52 78 972 91 139 104 57 181 56 69 137 73 60 84 65 internal_value=-2.70655e-05 -0.00312528 -0.00148703 -0.00272413 -2.48923e-05 -0.001596 -0.00170812 -2.03824e-05 0.00154829 -0.00192644 -0.00606471 -0.00416795 0.000301546 -0.0114731 0.00821352 0.00347675 0.00373263 0.00207937 0.00124507 0.0029194 -0.00696845 -0.0144142 -0.00400534 -0.0103913 -0.00151315 0.00956421 0.0134415 0.00955171 0.0155945 -0.00590541 internal_weight=323040 226.433 195.061 181.025 322814 923.975 168.545 321890 699.053 269.827 191.623 180.46 111.96 68.5 78.2041 57.5056 429.226 334.418 316.235 262.686 53.5487 33.9799 84.8931 43.9445 30.2239 94.8083 64.6214 51.9592 34.2578 28.7768 internal_count=1410883 1223 1093 1033 1409660 4358 982 1405302 3035 1187 865 812 477 335 322 238 1848 1441 1363 1111 252 148 363 182 126 407 270 217 144 117 is_linear=0 shrinkage=0.03 Tree=854 num_leaves=31 num_cat=0 split_feature=2 2 3 0 3 3 0 1 0 0 0 0 0 1 1 0 3 3 0 0 0 0 2 2 2 2 0 1 2 2 split_gain=2.38742 9.26198 5.68766 9.50872 6.37734 5.18044 7.63001 5.331 6.92153 6.0149 5.09479 4.68173 4.55457 4.40099 4.00458 3.96058 3.84171 9.8253 7.34832 4.71203 3.41118 3.34732 17.2993 11.7694 13.3192 15.8795 9.365 9.05735 10.5448 9.30814 threshold=58311.849609375007 56232.490234375007 21.500000000000004 3.5000000000000004 8.545499801635744 1.532000005245209 43.500000000000007 1.0000000180025095e-35 51.500000000000007 54.500000000000007 59.500000000000007 8.5000000000000018 2.5000000000000004 -2.4999999999999996 68.000000000000014 76.500000000000014 6.4175000190734872 5.9049999713897714 15.500000000000002 12.500000000000002 59.500000000000007 3.5000000000000004 43864.599609375007 39114.154296875007 33836.650390625007 36319.728515625007 2.5000000000000004 1.5000000000000002 5561.5637207031259 1896.9642333984377 decision_type=2 2 2 2 2 2 2 2 2 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 4 12 16 6 -2 8 13 -10 -11 -6 -4 -8 21 -16 17 18 -3 -18 -9 22 23 24 27 -26 -27 29 -29 -1 right_child=5 2 3 -5 11 -7 7 20 9 10 -12 -13 -14 -15 15 -17 19 -19 -20 -21 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.012443115409751149 -0.010754213379153365 0.014197038413173159 0.0078834176940306613 0.010787003396208352 0.002355751172302641 -0.00023490075720894059 -0.0076144824046735261 -0.0058192637702202104 -0.014110385600866381 0.0051900431057966137 -0.016191649412670196 -0.016343111216064039 -0.0044102743331659398 0.01097039687157559 -0.016952920484402625 -0.0019302915243693394 0.00025265284833679737 -0.017600239866998598 0.001244882029480665 0.017983490436095203 0.0083857081807557961 1.6632917119237785e-06 -0.006061904929596457 0.011914989541453045 -0.01666426326178563 -0.015677434548617752 0.0054594991082596352 0.0024726162760196602 -0.01750789200118677 0.00036797448091598355 leaf_weight=59.026841098442674 99.228336669504642 43.148141898214817 41.554192482493818 178.70857416093349 20.059332236647606 27685.623368705856 13.479274675250052 198.68240095674992 31.466440111398697 59.952734909951687 12.044593177735804 30.184582911431789 78.093259744346142 76.839858844876289 24.395625650882721 44.799515683203936 24.900509789586067 23.218892633914948 456.59251340478659 29.435506030917168 16.476573705673218 290762.21579967625 506.26886471780017 72.551662133540958 94.900378948077559 24.880575180053711 78.033344961702824 42.505445227026939 53.937796056270599 2156.3043065272504 leaf_count=449 458 190 245 1360 92 134754 56 867 129 265 57 126 376 320 102 241 106 96 1879 136 72 1244960 3318 445 477 137 365 177 267 18361 internal_value=-2.62536e-05 -1.03408e-06 0.00299474 0.00640479 0.00137348 -0.000289995 -0.00329158 -0.0014808 0.00212845 -0.00316892 0.00161305 -0.0088778 -0.00014061 0.00819678 -1.04713e-05 -0.00722671 0.00226568 0.00147683 0.00236319 0.009858 -0.00473147 -8.77201e-06 -0.000991216 2.97121e-06 -0.000341403 -0.00781281 0.000349412 0.000297912 -0.00870188 0.000689713 internal_weight=323040 294846 925.896 298.356 627.539 28193.8 508.17 408.942 193.783 103.464 71.9973 50.2439 119.647 90.3191 293920 69.1951 577.296 522.96 499.741 54.336 215.159 293851 3088.41 2582.14 2509.59 197.814 102.914 2311.77 96.4432 2215.33 internal_count=1410883 1273905 4606 1981 2625 136978 2224 1766 827 451 322 218 621 376 1269299 343 2407 2165 2069 242 939 1268956 23996 20678 20233 979 502 19254 444 18810 is_linear=0 shrinkage=0.03 Tree=855 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 2 2 2 2 2 2 1 2 1 0 2 0 2 2 2 1 2 2 2 2 1 2 2 2 2 split_gain=1.67488 5.58843 4.74639 15.8878 6.19159 10.2001 18.8578 23.6139 12.7494 12.3116 10.2997 8.52565 8.76158 7.23972 6.91623 6.77569 5.92848 5.60218 13.8939 11.4437 6.65798 7.81419 11.2978 8.1935 9.82916 6.01759 5.16566 4.93679 11.7637 5.32083 threshold=83.500000000000014 -7.4999999999999991 37758.167968750007 29513.294921875004 6.4175000190734872 10537.723632812502 7656.2912597656259 5947.2192382812509 833.09243774414074 715.63015747070324 628.10980224609386 19.500000000000004 27583.159179687504 1.0000000180025095e-35 92.500000000000014 25796.883789062504 92.500000000000014 1087.538757324219 3673.077514648438 1045.9146118164065 1.5000000000000002 997.99557495117199 955.99880981445324 930.90408325195324 876.87890625000011 1.0000000180025095e-35 327.07788085937506 5561.5637207031259 5808.2832031250009 4520.4785156250009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 6 7 8 9 10 13 12 15 26 -13 27 -17 19 -19 20 21 22 23 24 25 -10 -3 29 -29 -6 right_child=1 2 -4 -5 11 -7 -8 -9 17 -11 -12 14 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=3.8916137629786187e-05 0.016446087806165344 -0.027231189371529296 0.00059179547897695976 -0.0083805999731777145 0.0011669801719112027 0.0014091686506217595 -0.011778454047086669 0.019307857909489645 -0.01279766126183989 0.0076366765429006916 -0.029781018765259473 -0.0067548568536669601 0.014822019433478105 0.005325017949015071 -0.035576148113526454 -0.017519800409715087 0.001694253579623766 0.0021150064397945753 -0.008113653451537672 -0.022289113696503864 0.0038184058614908808 0.00039086911315995164 -0.026938195967258965 0.0016648803339254206 -0.021519635356452311 0.0047874957380420234 -0.004403049088771531 -0.025581652107226748 -0.00054706203736054561 0.008576667619713832 leaf_weight=315256.89829899115 17.689218536019325 12.424959912896155 2702.3403423652053 247.02092187851667 1521.2016498744488 597.15692825615406 200.97513024508953 45.644679546356201 36.949872836470604 179.4635865688324 13.287313923239706 41.166436687111855 37.692495778203011 57.437508694827557 9.1611027047038061 35.597065061330795 24.331345532089472 276.01977396011353 210.78753776103258 40.183062449097633 58.86314332485199 86.726665884256363 31.296589642763138 59.951153486967087 53.611953675746918 33.294345512986183 31.637298613786697 17.108272582292557 1342.1716664917767 92.52647191286087 leaf_count=1376399 90 53 12479 1055 6822 2439 832 191 150 776 58 210 161 267 77 147 123 1195 935 185 301 374 139 259 227 154 136 77 5660 389 internal_value=2.7963e-05 -0.000397621 -0.000434423 -0.000948578 -0.000591868 -0.00188343 -0.00325978 -0.00186513 -0.0026828 0.00272898 -0.00494394 0.000246441 0.000447179 -0.00169253 -0.0120012 0.000268532 -0.00971876 -0.00447671 -0.002314 -0.00710301 -0.0054112 -0.00721116 -0.0102762 -0.00743917 -0.0118459 -0.00446265 -0.0108403 0.000469851 -0.000862154 0.00159183 internal_weight=323371 8113.72 8096.03 5393.69 5146.67 2025.71 1428.55 1227.58 1181.93 294.251 114.787 3120.96 3070.63 101.5 50.3275 3032.94 59.9284 887.684 486.807 400.877 360.694 301.831 215.104 183.807 123.856 70.2442 44.0623 2973.01 1359.28 1613.73 internal_count=1412360 35961 35871 23392 22337 8671 6232 5400 5209 1290 514 13666 13379 456 287 13218 270 3919 2130 1789 1604 1303 929 790 531 304 189 12948 5737 7211 is_linear=0 shrinkage=0.03 Tree=856 num_leaves=31 num_cat=0 split_feature=2 1 0 0 2 2 2 2 0 2 1 2 3 1 0 2 2 2 2 3 3 0 3 0 2 0 1 0 2 1 split_gain=1.57974 6.35546 11.2936 31.0807 13.9172 12.5893 14.7648 13.1389 12.1633 11.0303 22.4816 10.3179 22.7376 10.2147 10.1918 12.9788 16.6502 10.075 18.6582 13.3691 26.3469 10.7992 20.8997 13.4047 9.38327 13.6981 9.16309 16.3465 21.5388 15.3548 threshold=17792.297851562504 1.5000000000000002 10.500000000000002 5.5000000000000009 37758.167968750007 27583.159179687504 26691.365234375004 22629.428710937504 4.5000000000000009 71819.058593750015 3.5000000000000004 23400.180664062504 1.1510000228881838 3.5000000000000004 16.500000000000004 68603.160156250015 33836.650390625007 35052.082031250007 33836.650390625007 1.8174999952316286 1.469500005245209 16.500000000000004 3.8810000419616704 74.500000000000014 68603.160156250015 4.5000000000000009 2.5000000000000004 21.500000000000004 36319.728515625007 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 17 3 4 5 6 7 -3 -7 13 -11 12 -4 24 15 16 -13 18 -2 20 -19 -20 23 -23 25 -6 27 28 -16 -28 right_child=1 2 11 -5 9 8 -8 -9 -10 10 -12 14 -14 -15 26 -17 -18 19 21 -21 -22 22 -24 -25 -26 -27 29 -29 -30 -31 leaf_value=6.0807187938759874e-05 -0.00059105151174256943 0.0050099525204388741 -0.01074244917003577 0.0040411643784123274 -0.00095710556528197377 -0.025609553564049252 0.022147570419114922 -0.018471720623698094 -0.0075913763103888912 -0.0065072492945050398 0.017864729430001124 -0.010863792001425159 0.0030523415517897771 -0.019957036315045654 0.017863493471294154 -0.0060762490967151469 0.0036269169480327452 -0.00073904672631854051 -0.0091291318563498161 -9.2487082005182386e-05 0.0058274795509713258 -0.0041567714269690635 0.0088892678404688501 -0.027052297187095904 0.022232460335341046 0.012063814423520475 0.0028940741868223431 -0.0023973514604907387 0.00051209139601623369 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-0.00024116 -0.000798533 5.80663e-05 0.00231719 -0.00506008 -0.00235107 -0.0055125 0.00431275 0.00302828 -5.85239e-05 -0.00141795 0.0044332 0.000945029 internal_weight=323369 66332.9 11964.8 3204.68 1003.44 252.232 106.75 86.0525 145.482 751.205 368.008 8760.17 1661.83 383.197 7098.34 1053.47 440.015 54368 18991.8 35376.3 2210.26 881.723 529.322 413.127 366.896 342.356 6044.87 2567.24 368.104 3477.63 internal_count=1412360 302852 49874 13414 4332 1106 489 404 617 3226 1501 36460 6879 1725 29581 4354 1805 252978 81252 171726 9449 3808 2175 1698 1653 1516 25227 10471 1491 14756 is_linear=0 shrinkage=0.03 Tree=857 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 2 2 2 2 2 2 1 2 0 1 2 0 2 2 2 1 2 2 2 2 1 2 2 2 0 split_gain=1.55973 5.99254 4.60537 15.037 5.56461 9.77241 17.8619 22.1235 12.134 11.3101 9.87048 8.06936 8.26587 6.76767 6.45284 6.33486 5.59847 5.33787 13.1439 10.8614 6.27139 7.36528 10.7534 7.7141 9.31538 5.65348 5.07101 4.82184 4.88952 6.95292 threshold=83.500000000000014 -8.4999999999999982 37758.167968750007 29513.294921875004 6.4175000190734872 10537.723632812502 7656.2912597656259 5947.2192382812509 833.09243774414074 715.63015747070324 628.10980224609386 19.500000000000004 27583.159179687504 92.500000000000014 1.0000000180025095e-35 25796.883789062504 92.500000000000014 1087.538757324219 3673.077514648438 1045.9146118164065 1.5000000000000002 997.99557495117199 955.99880981445324 930.90408325195324 876.87890625000011 1.0000000180025095e-35 327.07788085937506 8542.7006835937518 10270.009765625002 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 6 7 8 9 10 14 12 15 -13 26 -6 -17 19 -19 20 21 22 23 24 25 -10 -3 -8 29 -29 right_child=1 2 -4 -5 11 -7 27 -9 17 -11 -12 13 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=3.6878534716809271e-05 0.021875789233601305 -0.026265610757594132 0.00059629702772412158 -0.0081523260579800319 0.00043641292153274807 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31.109486356377602 59.966837719082832 53.459036946296692 33.353583931922913 32.04897229373455 130.43059825897217 22.407429233193398 29.866312772035599 leaf_count=1376399 54 53 12493 1055 12955 2446 76 191 150 776 58 210 161 77 267 147 123 1196 940 185 301 374 139 259 227 154 138 539 92 125 internal_value=2.63092e-05 -0.000384412 -0.000414277 -0.00092052 -0.00057383 -0.0017971 -0.00314429 -0.0017895 -0.00258088 0.00269132 -0.00464162 0.000221003 0.000415571 -0.0117341 -0.00148222 0.000241967 -0.00942092 -0.00433101 -0.00222438 -0.00689743 -0.00525251 -0.00700184 -0.00998009 -0.00721902 -0.0114964 -0.00432358 -0.0100545 -0.0114419 -0.00998194 -0.00814703 internal_weight=323368 8112.64 8101.77 5397.78 5150.85 2028.67 1430.02 1229.31 1183.54 294.966 115.303 3122.18 3072.18 49.9996 102.078 3034.41 59.8567 888.577 488.003 400.574 360.592 301.623 214.892 183.783 123.816 70.3569 44.544 200.716 182.704 160.297 internal_count=1412360 35961 35907 23414 22359 8686 6240 5408 5217 1292 516 13673 13386 287 458 13225 270 3925 2136 1789 1604 1303 929 790 531 304 191 832 756 664 is_linear=0 shrinkage=0.03 Tree=858 num_leaves=31 num_cat=0 split_feature=2 3 3 0 2 2 3 1 0 2 0 3 2 2 2 1 1 2 1 0 1 2 1 0 3 2 0 2 2 3 split_gain=1.48759 6.11648 16.2457 24.1522 11.9062 10.8309 18.2446 9.9106 9.66835 8.77328 9.90669 8.63831 11.1815 19.9276 8.62131 8.60126 8.52339 8.34321 8.0339 7.42305 7.54142 7.42187 7.15726 8.8257 6.98488 62.3778 16.194 14.5217 15.101 12.8811 threshold=17792.297851562504 1.7404999732971194 2.1755000352859502 35.500000000000007 42314.533203125007 33836.650390625007 1.4100000262260439 -21.499999999999996 60.500000000000007 52483.353515625007 43.500000000000007 1.1054999828338625 23400.180664062504 29513.294921875004 54479.306640625007 1.5000000000000002 -1.4999999999999998 18871.722656250004 1.5000000000000002 50.500000000000007 -1.4999999999999998 71819.058593750015 9.5000000000000018 39.500000000000007 2.6375000476837163 20654.361328125004 70.500000000000014 50102.638671875007 56232.490234375007 3.653500080108643 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 5 3 4 -3 7 9 -2 11 15 -11 12 19 -14 -6 16 -7 -10 -19 20 -9 -16 -13 -24 25 26 -4 -27 -29 -26 right_child=1 2 24 -5 14 6 -8 8 17 10 -12 22 13 -15 21 -17 -18 18 -20 -21 -22 -23 23 -25 29 27 -28 28 -30 -31 leaf_value=5.8205615283735605e-05 0.026068464912203541 -0.005220679626172264 0.0096788352265916137 0.00056520830132840872 0.0027048220992201316 0.0057766303085075516 0.00472861268081241 -0.015328053492318975 -0.01736482638494222 -0.014030252557031386 -0.0017041020679076572 0.0011089025901775777 0.0063119654329369173 -0.010489315971008949 -0.0066808043986431951 0.0066406338161108681 -0.0020245348094744039 -0.0059049332678391513 0.0023888675651309297 -0.011911220158355412 0.0001021390985428557 0.00066473776711373114 -0.027562051789684704 -0.003087876021917518 -0.0013380696532462378 -0.0016147004282543039 0.029386461824399853 0.0086904555351413181 0.00073979133019818212 3.9735375573974086e-05 leaf_weight=257035.68101498729 12.893536869436501 1759.4789400324225 430.77170345187187 2007.6163034439087 351.03427052497864 166.79166691377759 1330.540830552578 35.186507269740105 39.760023534297943 68.276346623897552 417.67654028534889 3129.7230318114161 209.22635391354561 91.241861596703529 279.27804157137871 225.33753500878811 516.00091271102428 305.09122516214848 160.36574949324131 143.72866512835026 150.17261646687984 222.36491933465004 16.12781685590744 74.6014214605093 7110.3683552071452 2357.3792799003422 41.106637358665466 264.88273611664772 1141.7164951264858 43272.397858319688 leaf_count=1109508 128 7219 1745 8370 1420 740 5729 145 163 327 1786 12866 857 375 1126 921 2109 1274 645 583 611 905 83 329 28927 9573 171 1079 4688 207958 internal_value=2.55185e-05 -0.000101145 -0.000200828 -0.00190907 -0.00381071 0.0007314 0.00221577 -0.000194477 -0.000272228 -0.000182544 -0.00343593 0.000239808 -0.00297419 0.00120999 -0.000901282 0.00155838 -0.000118877 -0.0041742 -0.00304744 -0.0067945 -0.00282696 -0.00342472 0.000868102 -0.00743835 -5.63407e-05 0.0011137 0.0113956 -0.000175314 0.00223702 -0.00015471 internal_weight=323367 66331.1 59238.4 4619.77 2612.16 7092.74 2724.62 4368.12 4355.23 1394.08 485.953 3850.01 629.556 300.468 852.677 908.13 682.793 505.217 465.457 329.088 185.359 501.643 3220.45 90.7292 54618.6 4235.86 471.878 3763.98 1406.6 50382.8 internal_count=1412360 302852 273181 19040 10670 29671 11612 18059 17931 5883 2113 15849 2571 1232 3451 3770 2849 2082 1919 1339 756 2031 13278 412 254141 17256 1916 15340 5767 236885 is_linear=0 shrinkage=0.03 Tree=859 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 2 2 2 2 2 2 1 2 0 2 2 1 1 2 2 2 0 2 1 0 0 1 2 2 2 split_gain=1.47363 5.68567 4.33712 14.1511 5.23796 9.19869 16.8394 20.7768 11.4239 10.6304 9.34845 7.64373 7.76224 6.62689 6.22869 10.794 6.05901 5.55501 6.29283 5.17836 9.45071 9.39656 6.48624 15.9525 8.11022 7.87263 7.55796 10.0797 8.69281 13.3163 threshold=83.500000000000014 -8.4999999999999982 37758.167968750007 29513.294921875004 6.4175000190734872 10537.723632812502 7656.2912597656259 5947.2192382812509 833.09243774414074 715.63015747070324 628.10980224609386 19.500000000000004 27583.159179687504 92.500000000000014 5561.5637207031259 5808.2832031250009 1.0000000180025095e-35 -2.4999999999999996 25796.883789062504 4520.4785156250009 3673.2597656250005 91.500000000000014 3673.077514648438 1.0000000180025095e-35 94.500000000000014 91.500000000000014 1.0000000180025095e-35 1148.0775146484377 586.15780639648449 381.33543395996099 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 6 7 8 9 10 16 12 14 -13 19 -16 -3 -17 -19 20 22 -21 26 -24 25 -25 -6 28 29 -28 right_child=1 2 -4 -5 11 -7 -8 -9 -10 -11 -12 13 -14 -15 15 17 -18 18 -20 21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=3.5026499704537358e-05 0.0213996761154806 -0.0097338799816852721 0.00057729977834529564 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61.134687259793282 81.448029935359955 31.653551355004311 109.11832006275654 47.962102144956589 47.257565841078758 28.268336966633797 12.012285992503164 450.73758839070797 212.43416191637516 45.915317833423615 leaf_count=1376399 54 191 12493 1055 2222 2446 832 191 3925 776 58 210 161 77 77 345 267 5332 257 256 385 134 460 222 214 125 53 2051 895 197 internal_value=2.47537e-05 -0.000374501 -0.000403473 -0.000894781 -0.000558468 -0.00174543 -0.00305277 -0.00173795 -0.00250589 0.002606 -0.00449951 0.000212687 0.000401429 -0.0114623 0.000233043 -0.00121635 -0.0014367 -0.000928258 -0.00138416 0.00150765 0.00108812 0.00838813 0.00165032 0.00623765 0.0136228 0.0196762 0.000766804 -0.00118277 0.00339693 -0.00690452 internal_weight=323363 8111.46 8100.68 5397.07 5150.22 2028.28 1429.64 1229.19 1183.32 295.276 115.423 3121.94 3072.27 49.6676 3034.43 1419.86 102.262 1402.85 1325.54 1614.57 1521.78 92.7882 1440.33 232.606 123.488 76.2304 1207.72 721.099 270.362 57.9276 internal_count=1412360 35961 35907 23414 22359 8686 6240 5408 5217 1292 516 13673 13386 287 13225 6011 458 5934 5589 7214 6824 390 6439 1021 561 347 5418 3196 1145 250 is_linear=0 shrinkage=0.03 Tree=860 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 2 1 2 3 1 3 0 0 2 2 0 2 0 1 1 1 1 0 0 1 3 0 2 2 3 split_gain=2.04588 8.12883 11.4086 17.9711 16.0808 11.3542 9.29952 8.99561 13.0015 16.943 12.4257 8.71739 15.523 24.4492 9.3363 12.6241 19.5585 11.5497 10.0706 8.46352 8.28874 8.0029 12.4052 7.57427 7.52646 13.5341 7.09074 7.18738 21.4365 6.88164 threshold=436.96165466308599 7.0125000476837167 3.653500080108643 356.29209899902349 5.9049999713897714 337.55393981933599 3.5000000000000004 346.46589660644537 10.80550003051758 1.0000000180025095e-35 8.545499801635744 29.500000000000004 31.500000000000004 401.18936157226568 394.01574707031256 28.500000000000004 422.55772399902349 25.500000000000004 -7.4999999999999991 1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 28.500000000000004 13.500000000000002 1.0000000180025095e-35 12.393000125885012 74.500000000000014 225.45304870605472 291.56593322753912 7.7119998931884775 decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 10 9 -9 19 14 13 -13 17 18 -17 -1 -16 -3 23 22 -19 -6 -10 -26 -14 -28 -29 -21 right_child=-2 7 3 -5 20 -7 -8 8 24 -11 -12 12 26 -15 15 16 -18 21 -20 29 -22 -23 -24 -25 25 -27 27 28 -30 -31 leaf_value=0.0026066656493652913 3.5204760743316015e-05 -0.031870466833181808 0.00054676807647431255 0.007417966769236198 0.02138122642815837 0.023391435485113382 0.011690274102030244 0.0078177164561207477 -0.03510394136777948 -0.012924917370871378 0.0092173723945612896 0.0012101491625096576 -0.00023756217262999583 0.010951448353706927 0.012511500725786988 -0.013543573373475851 0.012638663450399757 0.0011541007413157663 -0.0035682268951476737 -0.016170169828184044 -0.018076522392083984 -0.0025329153151841342 -0.0041699145117927551 -0.0083082209643469632 -0.03190963906864229 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8.7017 8.53312 21.4446 36.4133 threshold=930.90408325195324 1045.9146118164065 1.1980000138282778 53.500000000000007 43.500000000000007 30.500000000000004 25.500000000000004 82.500000000000014 1018.5688781738282 11.500000000000002 1018.5688781738282 12.500000000000002 1.0000000180025095e-35 87.500000000000014 1018.5688781738282 55.500000000000007 4.5000000000000009 18.500000000000004 955.99880981445324 3.5000000000000004 955.99880981445324 1.1054999828338625 1.0619999766349795 21.500000000000004 20.500000000000004 1018.5688781738282 997.99557495117199 684.96466064453136 1.532000005245209 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=27 2 3 19 5 6 9 8 -6 25 11 -11 23 14 18 -10 17 -14 -9 20 21 22 -2 24 -13 -4 -20 -1 29 -29 right_child=1 -3 4 -5 7 -7 -8 13 15 10 -12 12 16 -15 -16 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-1.0374000305521763e-05 -0.015739506559350119 1.1120942615487593e-05 0.0014978552821385679 0.033287831465947583 0.01128545878515675 -0.0053906212872898715 0.0201508553707298 0.0027400466245491055 -0.010406095166870423 -0.0031461957727094828 0.0085690428051300501 -0.00038579260967470241 0.01468379758763607 0.0092651857686110641 0.027954175511427211 0.0057561236598766734 -0.0088599131094678034 0.0003480100565063584 -0.021978898453657591 -0.016939203447232244 -0.0016328359496200298 -0.02132964401087949 0.027675177645159862 -0.014064920115621025 0.032196054675686168 -0.015637929942326764 -0.0054705171382192939 -0.0027293993774506063 -0.00033142297803119943 -0.019307884186952385 leaf_weight=81641.03335012868 28.798363417387009 226109.92717821 56.37465238571167 10.893006980419157 597.8916789740324 674.07570418715477 88.16980741918087 100.6443012803793 73.765256986021996 428.01643785834312 480.77955289185047 475.39834822714329 303.09326112270355 98.306560605764389 15.9421259611845 82.389135986566544 23.364246547222137 57.263808250427246 39.737141489982605 59.956209920346737 422.94142870604992 66.814033821225166 14.832153066992758 43.621634840965271 17.562274277210236 52.095332950353622 103.80670647323132 1604.4165606349707 9451.7500856108963 128.81046289205551 leaf_count=349161 151 994749 256 46 2483 2823 378 448 305 1932 2189 2241 1242 428 69 345 112 234 184 420 1951 319 78 189 78 236 465 7107 41106 541 internal_value=-8.64391e-07 4.58347e-05 0.00182305 -0.004653 0.00284948 0.00156232 0.00387594 0.00597322 0.00855931 0.00313535 0.00372051 0.00199163 0.00438114 0.000532849 -0.00276721 -0.00187869 0.0111109 0.0124057 -0.0047729 -0.00534955 -0.00404679 -0.0132909 -0.000980725 -0.000431442 0.000774972 -0.00673202 -0.0100405 -0.000116838 -0.000893938 -0.00396148 internal_weight=323352 230526 4416.53 604.235 3812.3 2699.82 2025.74 1112.48 754.046 1937.57 1829.1 1348.32 920.304 358.437 260.13 156.154 383.721 360.357 244.188 593.342 533.386 110.445 43.6305 536.582 492.961 108.47 143.544 92826 11185 1733.23 internal_count=1412266 1014351 19602 2965 16637 11910 9087 4727 3133 8709 8217 6028 4096 1594 1166 650 1588 1476 1097 2919 2499 548 229 2508 2319 492 649 397915 48754 7648 is_linear=0 shrinkage=0.03 Tree=862 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 2 1 2 3 1 3 0 0 2 2 0 1 0 1 1 0 2 2 0 1 1 1 0 0 1 split_gain=1.91785 7.65614 10.7373 16.9296 15.1916 10.6955 8.79355 8.48483 12.1237 16.0141 11.6849 8.20518 14.6051 23.0034 8.92151 23.1088 13.3072 13.2893 10.9386 9.47459 14.024 11.774 10.1289 11.6689 9.9631 7.89026 7.82379 7.19678 6.97689 12.9141 threshold=436.96165466308599 7.0125000476837167 3.653500080108643 356.29209899902349 5.9049999713897714 337.55393981933599 4.5000000000000009 346.46589660644537 10.80550003051758 1.0000000180025095e-35 8.545499801635744 29.500000000000004 31.500000000000004 401.18936157226568 415.59368896484381 25.500000000000004 1.0000000180025095e-35 22.500000000000004 -5.4999999999999991 1.0000000180025095e-35 25.500000000000004 401.18936157226568 394.01574707031256 28.500000000000004 -8.4999999999999982 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 47.500000000000007 -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=1 2 11 4 5 6 -4 10 9 -9 26 14 13 -13 19 17 -17 -16 -19 20 -1 -21 23 -22 -24 27 -3 -6 29 -14 right_child=-2 7 3 -5 25 -7 -8 8 -10 -11 -12 12 28 -15 15 16 -18 18 -20 21 22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0039100429040906928 3.4107537352829317e-05 -0.030572576718708992 0.00064514533598829412 0.0072022786142342653 0.021060522117647206 0.022713044968972758 0.014512037508874177 0.0076084146756820303 -0.019423054224074268 -0.012596770497186518 0.0089448308334149074 0.0011741079622690034 -0.002530868260559396 0.010622809779457523 -0.036032474817769507 -0.0019147407202357906 0.0127973172777813 0.019058083455077757 -0.0056535624635376492 -0.0014043932620365651 0.0011199512303488616 -0.008506074953669172 0.01955525045843802 -0.004042918922298259 -0.0063397363126500616 -0.017662369678273636 -0.002380520441098247 -0.0080249200162343399 0.0001870383291327289 -0.0003048159604112971 leaf_weight=777.26689472049475 263143.06293738791 12.682450503110884 1500.0195198282599 440.98805072903633 10.381593488156794 20.740924879908562 42.318584822118282 63.626837059855461 62.725863799452782 79.307728469371796 73.532479483634233 2609.242703974247 2625.1745750010014 254.51389981806278 12.765652090311049 115.30908299982548 106.38164755702019 16.415303856134415 900.08356636762619 2657.8484981954098 1905.1942750066519 228.14389449357986 13.908945485949515 496.71278734505177 346.57952854037285 59.786142453551292 29.390242859721184 29.168271534144878 22699.338793225586 22017.062203072011 leaf_count=3298 1154276 58 6799 2079 106 88 186 312 316 368 445 10957 11251 1067 55 477 460 75 3784 11619 7810 1004 66 2014 1408 328 160 158 97612 93630 internal_value=-8.40181e-07 -0.000153585 -0.000128806 0.00197664 0.000590438 0.0013134 0.00102562 -0.00477242 -0.00842773 -0.0036025 0.00173034 -0.00020545 -6.65724e-05 0.00201385 -0.0011257 -0.00355809 0.00514506 -0.00563436 -0.00521096 -0.000690016 0.000350167 -0.0019658 -0.000651491 5.22731e-05 -0.00534061 -0.0107856 -0.0108788 -0.000390172 -0.00019242 -0.000541961 internal_weight=323350 60206.6 59885.3 2103.4 1662.42 1563.08 1542.34 321.266 205.66 142.935 115.605 57781.9 50205.3 2863.76 7576.61 1150.96 221.691 929.265 916.499 6425.65 3539.66 2885.99 2762.4 2401.91 360.488 99.336 42.0727 39.5499 47341.6 24642.2 internal_count=1412266 257990 256331 9744 7665 7073 6985 1659 996 680 663 246587 214517 12024 32070 4851 937 3914 3859 27219 14596 12623 11298 9824 1474 592 218 264 202493 104881 is_linear=0 shrinkage=0.03 Tree=863 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 1 2 0 2 0 0 1 0 0 0 1 2 2 1 0 2 2 2 1 1 2 0 2 2 0 split_gain=1.83095 6.47991 10.6101 8.65906 6.74202 12.373 9.81086 12.5494 8.37053 11.006 7.92235 7.94267 8.02594 7.50028 9.3851 7.15972 10.638 6.77643 5.79625 5.70499 10.1655 20.2812 14.9739 22.9888 22.3797 26.1004 19.769 19.3862 24.2885 16.0403 threshold=50.500000000000007 -3.4999999999999996 74.500000000000014 -7.4999999999999991 6514.3598632812509 -20.499999999999996 2958.6174316406255 52.500000000000007 3673.2597656250005 69.500000000000014 65.500000000000014 -12.499999999999998 59.500000000000007 65.500000000000014 72.500000000000014 -21.499999999999996 4255.0842285156259 3673.077514648438 -13.499999999999998 44.500000000000007 3751.9816894531255 6088.5393066406259 2272.6494140625005 -5.4999999999999991 2.5000000000000004 2580.519653320313 49.500000000000007 731.32192993164074 997.99557495117199 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=19 2 3 4 6 -6 13 -8 10 15 11 17 -13 -2 -15 -10 -17 -9 -18 -1 22 -22 23 -21 -24 -26 -27 -25 29 -29 right_child=1 -3 -4 -5 5 -7 7 8 9 -11 -12 12 -14 14 -16 16 18 -19 -20 20 21 -23 24 27 25 26 -28 28 -30 -31 leaf_value=1.4110588402481336e-05 -1.1200775252385601e-05 0.00018247695038485384 0.0025256856820624349 -0.002757381752435748 0.023060856536741198 0.0022383257936131945 0.0074075132809545662 0.011018843695549434 -0.018716927269318239 -0.016266528151384636 -0.028403933632863084 -0.0095519574399555093 -0.03012150368987802 0.013979525925458659 -0.014247013335898208 0.023379987864766302 0.017960813264580162 -0.0097849668438399588 -0.0070298457028324067 0.0047142590653442224 -0.0042151243439105344 -0.0004406373719952681 0.0002684958911587638 -9.4959629913743179e-05 0.011172972262104055 0.0039262162107549271 -0.0082564480177826829 0.00071982628875576324 -0.0013524621828964161 -0.0082494617860242626 leaf_weight=208494.4575417086 642.14639830589294 78892.223665407859 649.61901450157166 2304.9946712255478 28.205977406352758 287.16519823670387 59.431043282151222 24.769630804657936 10.479710593819616 32.414105832576752 23.018519639968872 61.658845439553261 23.609083846211433 69.051728114485741 12.524321570992468 25.415107905864716 11.072584748268126 32.687543287873268 34.006031110882759 687.09587005525827 1772.3073024004698 4623.7002473473549 7170.2207480221987 10231.606663510203 382.74917306005955 627.75331170856953 148.17552384734154 228.0103132724762 4913.6738583296537 842.56078151613474 leaf_count=915888 3217 336458 3012 10059 327 1420 279 114 49 151 96 284 105 317 56 120 54 145 157 3523 8574 19782 32504 44160 1545 3034 1007 935 20721 4173 internal_value=-8.1526e-07 0.000120444 -0.00100919 -0.00163275 0.000248913 0.00410064 -0.000894588 -0.00510982 -0.00777494 -0.00149393 -0.0120719 -0.00943785 -0.0152473 0.00107732 0.00964592 0.00441963 0.00785914 -0.000816501 -0.000891432 -4.28428e-05 -0.000418286 -0.00148653 -0.000147497 -0.000660509 0.000893625 0.0047621 0.00159975 -0.000888248 -0.00224458 -0.00633918 internal_weight=323347 83224.5 4332.27 3682.65 1377.66 315.371 1062.28 338.562 279.131 113.388 165.744 142.725 85.2679 723.722 81.576 80.9734 70.4937 57.4572 45.0786 240122 31627.9 6396.01 25231.8 16902.9 8328.9 1158.68 775.929 16215.9 5984.24 1070.57 internal_count=1412266 356420 19962 16950 6891 1747 5144 1554 1275 531 744 648 389 3590 373 380 331 259 211 1055846 139958 28356 111602 73512 38090 5586 4041 69989 25829 5108 is_linear=0 shrinkage=0.03 Tree=864 num_leaves=31 num_cat=0 split_feature=2 3 3 2 3 2 1 2 3 1 3 0 0 2 2 0 0 1 1 1 0 2 2 0 1 1 1 0 2 3 split_gain=1.84446 7.21523 10.1084 15.9447 14.3506 10.073 8.29881 8.01766 11.3896 15.1353 10.9831 7.70299 13.7602 21.6446 8.39591 21.7489 12.6189 12.4741 10.3344 8.9205 13.2051 11.1177 9.52605 10.9764 9.4128 7.50979 7.24731 6.83877 6.65476 28.648 threshold=436.96165466308599 7.0125000476837167 3.653500080108643 356.29209899902349 5.9049999713897714 337.55393981933599 3.5000000000000004 346.46589660644537 10.80550003051758 1.0000000180025095e-35 8.545499801635744 29.500000000000004 31.500000000000004 401.18936157226568 415.59368896484381 25.500000000000004 22.500000000000004 1.0000000180025095e-35 -5.4999999999999991 1.0000000180025095e-35 25.500000000000004 401.18936157226568 394.01574707031256 28.500000000000004 -8.4999999999999982 1.0000000180025095e-35 1.0000000180025095e-35 13.500000000000002 482.89285278320318 2.5095000267028813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 11 4 5 6 -4 10 9 -9 26 14 13 -13 19 16 -16 -17 -18 20 -1 -21 23 -22 -24 27 -3 -6 29 -2 right_child=28 7 3 -5 25 -7 -8 8 -10 -11 -12 12 -14 -15 15 17 18 -19 -20 21 22 -23 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.0037953637688596105 0.005479327857291048 -0.029355023497447869 0.00051017413040899086 0.0069906576031919781 0.020741414483983665 0.022053094782169699 0.011010127830837725 0.00740307018798716 -0.018857810181749264 -0.012277566996851742 0.0086789129456473942 0.0011384166065998365 -0.00018851884602003602 0.010303842513291235 -0.035192156872754933 -0.0018572014700737076 0.018611635843591649 0.012374684520542339 -0.0054868560500638151 -0.0013632111599527368 0.0010860861506072034 -0.0082720934500252682 0.019116679621253574 -0.0039206050016478006 -0.0061458002292025709 -0.017257735562152536 -0.0023122450897981868 -0.0077541419076485501 1.3625828994886129e-05 -0.00015856650498100058 leaf_weight=776.65278701484203 1063.6346807777882 12.810727447271345 1471.4168328642845 440.59514435380697 10.227220125496386 20.715670019388199 71.015620462596416 63.424419417977333 62.672483053058386 78.941602751612663 73.502065919339657 2609.3445628732443 47342.522293746471 254.51045916974545 12.679811149835585 115.3408860117197 16.306095272302628 106.70576778054237 899.68331190943718 2656.8377120494843 1904.9236990958452 227.57955227792263 13.802523255348204 496.89371557533741 346.81088328361511 59.362102687358856 29.35961676388979 29.283590510487556 258656.12188790942 3417.1655556187034 leaf_count=3298 4452 58 6668 2079 106 88 317 312 316 368 445 10957 202493 1067 55 477 75 460 3784 11619 7810 1004 66 2014 1408 328 160 158 1135318 14506 internal_value=-7.89815e-07 -0.000150587 -0.000126552 0.00191669 0.000571603 0.0012727 0.000993606 -0.00463835 -0.0082011 -0.00350979 0.00167691 -0.000200905 -6.63661e-05 0.00195295 -0.00109271 -0.00345258 -0.00546931 0.00498201 -0.00505786 -0.000669961 0.000339324 -0.00190832 -0.000632336 5.02899e-05 -0.00517888 -0.0105125 -0.0105274 -0.000378178 3.34828e-05 0.00117973 internal_weight=323341 60203.9 59883.2 2102.62 1662.02 1563.15 1542.43 320.711 205.039 142.366 115.672 57780.6 50206.4 2863.86 7574.22 1150.72 928.669 222.047 915.989 6423.5 3539.08 2884.42 2762.43 2401.82 360.613 98.8729 42.1703 39.5108 263137 4480.8 internal_count=1412266 257990 256331 9744 7665 7073 6985 1659 996 680 663 246587 214517 12024 32070 4851 3914 937 3859 27219 14596 12623 11298 9824 1474 592 218 264 1154276 18958 is_linear=0 shrinkage=0.03 Tree=865 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 0 0 1 0 0 1 1 1 1 0 0 2 1 0 1 0 0 0 0 0 3 2 3 split_gain=1.82767 16.4809 30.2922 37.1647 31.0534 25.4706 45.0619 23.5685 18.7334 18.8838 15.4641 14.0999 20.0003 14.4176 13.7787 22.4053 12.6996 11.5595 11.245 11.2101 12.5717 10.7096 15.7261 17.2484 45.3418 26.9242 13.3173 10.0784 12.2149 49.5112 threshold=2902.4506835937505 3346.970825195313 57.500000000000007 62.500000000000007 53.500000000000007 3061.900268554688 58.500000000000007 65.500000000000014 48.500000000000007 1.0000000180025095e-35 35.500000000000007 37.500000000000007 2.5000000000000004 4.5000000000000009 -1.4999999999999998 -2.4999999999999996 82.500000000000014 84.500000000000014 3232.175903320313 32.500000000000007 45.500000000000007 1.0000000180025095e-35 4.5000000000000009 8.5000000000000018 6.5000000000000009 9.5000000000000018 7.5000000000000009 12.393000125885012 1494.5967407226565 1.6674999594688418 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=27 2 4 5 8 -4 18 -5 10 -10 21 13 -13 -12 15 -6 -9 -18 -7 20 -14 22 -2 24 -24 -25 -26 28 -1 -30 right_child=1 -3 3 7 14 6 -8 16 9 -11 11 12 19 -15 -16 -17 17 -19 -20 -21 -22 -23 23 25 26 -27 -28 -29 29 -31 leaf_value=2.5918470357567698e-05 -0.013015847199354842 -7.344153107649223e-06 -0.011045709094661207 0.010410798946959378 0.0042626947434319662 0.0026449591634191629 -0.006384927499948157 -0.003334567999844296 0.0021003216963376209 -0.018295930370017081 0.0088906127597714619 0.0010916415955188887 0.010686477767091656 -0.0076213528369645503 0.0055875683518278284 0.026783415848951227 0.035256022589252672 0.0047316423613235096 0.014408849905779876 -0.010171749364692423 -0.016610398931079694 0.0019147901597680898 -0.0044690463461605021 -0.027161799074819918 0.040573118673179573 -0.0017683680571353912 0.014496237046164252 0.0017300262627934016 0.00021413192645102714 -0.0023790542499578572 leaf_weight=107720.02436169237 110.83835951983929 174097.78252426814 405.52199304103851 281.65193051099777 82.085237115621567 174.79545816779137 679.29679395258427 362.18435470759869 78.07668325304985 85.69170218706131 507.03912203013897 2425.9047903046012 369.1070758998394 52.522309571504593 889.7807247787714 77.104322299361229 12.400408551096914 112.14066784083843 125.73642352223396 27.772912994027138 15.836367249488829 1061.2889799028635 116.51720118522644 39.466765224933624 31.223411440849304 785.5530938655138 40.472808644175529 2695.0974672632292 19613.623791150749 10007.39243081212 leaf_count=462888 567 772768 1671 1155 389 709 2788 1499 323 384 2135 10283 1485 211 3623 346 51 508 514 115 75 4500 544 165 135 3367 174 13360 81839 42662 internal_value=-5.21134e-06 5.71982e-05 0.00131269 -0.00178769 0.0022952 -0.00472263 -0.00210569 0.00350387 0.00142885 -0.008572 0.00172218 0.00298828 0.0021303 0.00734074 0.00704189 0.0151707 -0.000492947 0.00777092 0.00756673 0.00823546 0.0095635 -0.000246564 -0.0022872 -0.00111359 0.0070814 -0.00298312 0.0258526 -8.67897e-05 -0.000122442 -0.00066197 internal_weight=323084 183048 8950.01 2153.73 6796.28 1385.35 979.829 768.377 5747.31 163.768 5583.54 3398.18 2838.62 559.561 1048.97 159.19 486.725 124.541 300.532 412.716 384.943 2185.36 1124.07 1013.23 188.213 825.02 71.6962 140036 137341 29621 internal_count=1411233 810484 37716 8895 28821 5682 4011 3213 24463 707 23756 14304 11958 2346 4358 735 2058 559 1223 1675 1560 9452 4952 4385 853 3532 309 600749 587389 124501 is_linear=0 shrinkage=0.03 Tree=866 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 0 0 1 0 0 1 1 1 1 0 0 2 1 0 1 0 2 0 0 2 2 0 0 split_gain=1.71977 15.5138 28.5113 34.9859 29.2736 23.9982 42.4167 22.2011 17.6653 17.8948 14.5597 13.2935 18.8334 13.5818 13.1161 21.4051 11.9488 10.8814 10.6125 10.5528 11.8528 10.0686 14.6842 16.7472 13.497 22.5818 14.1221 11.9233 13.4602 16.8013 threshold=2902.4506835937505 3346.970825195313 57.500000000000007 62.500000000000007 53.500000000000007 3061.900268554688 58.500000000000007 65.500000000000014 48.500000000000007 1.0000000180025095e-35 35.500000000000007 37.500000000000007 2.5000000000000004 4.5000000000000009 -1.4999999999999998 -2.4999999999999996 82.500000000000014 84.500000000000014 3232.175903320313 32.500000000000007 45.500000000000007 1.0000000180025095e-35 4.5000000000000009 3178.1462402343755 33.500000000000007 27.500000000000004 3008.5642089843755 2958.6174316406255 8.5000000000000018 10.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 8 -4 18 -5 10 -10 21 13 -13 -12 15 -6 -9 -18 -7 20 -14 22 -2 24 25 27 -27 -24 -29 -30 right_child=1 -3 3 7 14 6 -8 16 9 -11 11 12 19 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=-8.4186370437616559e-05 -0.012550429048245312 -7.1237656477573049e-06 -0.010724242724855403 0.010107660149263783 0.0041417515741377035 0.0025657393154494674 -0.0061946689109469901 -0.0032349500198999843 0.0020378889755767069 -0.017844008133769997 0.0086343295740801077 0.0010590534503433946 0.010371600115722223 -0.0073945462188073985 0.005422232572566037 0.026212916216844625 0.034208044200683824 0.0045889923824751098 0.013999475242206204 -0.0098493851498681097 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5.54872e-05 0.00127378 -0.00173487 0.002227 -0.00458335 -0.00204322 0.00340006 0.00138619 -0.00834007 0.00167063 0.00289971 0.00206685 0.00712851 0.00683863 0.0147927 -0.000478195 0.00753698 0.00734504 0.00799317 0.00928367 -0.000238823 -0.00221652 -0.00107964 -0.00456673 -0.00274583 0.0143201 -0.00520677 -0.00754033 -0.00974192 internal_weight=323081 183045 8947.32 2152.72 6794.6 1384.63 979.478 768.092 5746.81 163.288 5583.52 3396.96 2838.01 558.945 1047.79 158.379 486.693 124.554 300.321 412.471 384.651 2186.56 1124.9 1013.41 557.563 483.915 60.987 422.929 348.199 305.62 internal_count=1411233 810484 37716 8895 28821 5682 4011 3213 24463 707 23756 14304 11958 2346 4358 735 2058 559 1223 1675 1560 9452 4952 4385 2380 2043 261 1782 1464 1278 is_linear=0 shrinkage=0.03 Tree=867 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 0 0 1 0 0 1 1 1 1 0 0 0 2 1 0 1 3 2 3 3 1 2 3 split_gain=1.61824 14.6036 26.8355 32.9356 27.5986 22.6118 39.9275 20.9136 12.2619 19.9505 13.7081 12.5332 17.7356 12.7944 12.0053 21.778 11.2429 10.2509 10.1663 10.0165 9.93447 11.1754 9.78896 9.48465 11.4931 46.5852 43.0145 33.5535 30.9659 35.2316 threshold=2902.4506835937505 3346.970825195313 57.500000000000007 62.500000000000007 54.500000000000007 3061.900268554688 58.500000000000007 65.500000000000014 48.500000000000007 1.0000000180025095e-35 35.500000000000007 37.500000000000007 2.5000000000000004 4.5000000000000009 -1.4999999999999998 -2.4999999999999996 82.500000000000014 84.500000000000014 51.500000000000007 3232.175903320313 32.500000000000007 45.500000000000007 -2.4999999999999996 12.393000125885012 1494.5967407226565 1.6674999594688418 3.653500080108643 -6.4999999999999991 2748.945678710938 4.7190001010894784 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 4 5 8 22 19 -5 10 18 -2 13 -13 -12 15 -6 -9 -18 -10 -7 21 -14 -4 24 -1 27 -27 -26 29 -28 right_child=1 -3 3 7 14 6 -8 16 9 -11 11 12 20 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 26 28 -29 -30 -31 leaf_value=2.7666534744677432e-05 -0.00023134116454110942 -6.9100279650780783e-06 0.0057863262978389935 0.0098135751618139977 0.0038189095130166484 0.0024888972637820291 -0.0060101526962290886 -0.0031383110944940128 -0.0037916562277865769 -0.014912577083030882 0.0083854331545550938 0.0010274337812674549 0.010066387916967233 -0.0071746361406260367 0.0053492487960788973 0.026455485770992878 0.033209333334810597 0.0044506967605617469 0.016614339772694393 0.013602418952361533 -0.0095382229828732193 -0.015814730376829084 -0.011756073802253641 0.0016810101512380428 0.0059656615842767005 -0.004217907642930745 0.0050114709723379103 -5.7280153970755058e-05 -0.0088122666191950295 -0.0011322788331036232 leaf_weight=107719.74138371274 2187.6606264188886 174097.91045913845 31.003338634967804 281.14158369600773 81.392984926700592 174.7778360247612 679.01021638512611 362.09158429503441 56.103454485535622 105.24231088161469 505.8328445404768 2425.1870913431048 368.6923993229866 52.495586887001991 858.39523288607597 72.164149597287178 12.386789873242376 112.17306321114302 36.119375988841057 125.32551373541355 27.865736722946167 15.652912899851797 373.76997256278992 2694.5300767729059 871.15276060253382 5143.1990404948592 1116.5278323441744 18742.29448248446 355.099514529109 3392.5284584313631 leaf_count=462888 9452 772768 130 1155 387 709 2788 1499 231 466 2135 10283 1485 211 3497 329 51 508 155 514 115 75 1541 13360 4931 21475 4660 76908 1528 14999 internal_value=-4.89885e-06 5.38274e-05 0.00123604 -0.00168363 0.00216087 -0.00444826 -0.00198263 0.0032994 0.00136081 -0.00598617 0.00162064 0.00281376 0.00200528 0.00692243 0.00673128 0.014457 -0.000463886 0.00731058 0.00420042 0.00712999 0.00775832 0.00901235 -0.0104124 -8.1661e-05 -0.000116243 -0.00063959 -0.00230517 0.000210235 -0.000282695 0.00038903 internal_weight=323077 183042 8944.48 2151.68 6792.8 1383.89 979.114 767.793 5780.85 197.465 5583.39 3395.73 2837.4 558.328 1011.95 153.557 486.651 124.56 92.2228 300.103 412.211 384.345 404.773 140035 137341 29620.8 10007.4 19613.4 4864.16 4509.06 internal_count=1411233 810484 37716 8895 28821 5682 4011 3213 24608 852 23756 14304 11958 2346 4213 716 2058 559 386 1223 1675 1560 1671 600749 587389 124501 42662 81839 21187 19659 is_linear=0 shrinkage=0.03 Tree=868 num_leaves=31 num_cat=0 split_feature=2 2 0 0 0 2 0 0 0 1 0 2 1 2 0 1 1 0 0 0 1 0 2 0 0 2 0 0 2 1 split_gain=1.52265 13.7479 25.2614 31.0089 26.0851 21.3213 37.5849 19.7011 15.8334 16.1813 12.9051 12.0801 20.6734 12.7887 11.8164 16.7027 12.0527 11.058 10.5791 9.66381 9.46639 13.7143 15.7478 12.6024 21.3688 10.3659 11.7216 16.8892 9.4547 9.35276 threshold=2902.4506835937505 3346.970825195313 57.500000000000007 62.500000000000007 53.500000000000007 3061.900268554688 58.500000000000007 65.500000000000014 48.500000000000007 1.0000000180025095e-35 35.500000000000007 3008.5642089843755 1.0000000180025095e-35 3232.175903320313 37.500000000000007 2.5000000000000004 4.5000000000000009 55.500000000000007 82.500000000000014 84.500000000000014 1.0000000180025095e-35 4.5000000000000009 3178.1462402343755 33.500000000000007 30.500000000000004 2958.6174316406255 8.5000000000000018 10.500000000000002 3232.175903320313 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 5 8 -4 28 -5 10 -10 20 12 -6 -13 16 -16 -12 -14 -9 -20 21 -2 23 24 25 -23 -27 -28 -7 -17 right_child=1 -3 3 7 11 6 -8 18 9 -11 14 13 17 -15 15 29 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-7.9211607235156917e-05 -0.012096822763050942 -6.7027652349970462e-06 -0.010113945300805527 0.009528233951145354 0.011029681853929734 0.0024143593326315512 -0.005831194805550167 -0.0030445616515692928 0.0019203531272584857 -0.017035103590352541 0.0081436958358351713 0.010969410236967354 0.0045294600554872866 -0.0020077375703708997 0.00099675465346522624 0.0087492182472453592 -0.0069613943087010778 -0.0074894303713163458 0.032255811522485835 0.0043166170918080759 0.0018073930040565297 0.0052384555667093022 0.0030992851166737599 -0.015946724864480916 0.017555019424715716 0.0080397463636827371 -0.026130701641104172 -0.0060009544834723856 0.013217200177352201 -0.0092377874346273592 leaf_weight=140031.61831221078 112.12652999162674 174097.9713741896 404.22585745155811 280.87812212109566 168.95175082981586 174.76861362159252 678.85573522746563 362.04477775096893 77.988515689969063 84.387804463505745 505.23179456591606 517.41812437772751 122.0288662314415 78.747434481978416 2424.8425207510591 384.02870927751064 52.480758115649223 158.22968998551369 12.370603725314139 112.18735656514764 1061.9694160223007 78.823015674948692 455.50210409611464 74.018933311104774 42.910682991147041 42.482546657323837 43.401840135455132 276.44644582271576 125.11207520961761 27.908178672194481 leaf_count=600749 567 772768 1671 1155 741 709 2788 1499 323 384 2135 2168 489 324 10283 1560 211 636 51 508 4500 336 2005 337 185 186 180 1156 514 115 internal_value=-4.75033e-06 5.22155e-05 0.00119955 -0.00163407 0.00209698 -0.00431774 -0.00192386 0.00320177 0.00130376 -0.00793089 0.00157238 0.00645588 0.00274072 0.00925526 0.00273037 0.00194556 0.00672231 -0.00225622 -0.000450006 0.00709143 -0.000224399 -0.00214114 -0.00103981 -0.00441809 -0.00265524 -0.00462107 -0.00676596 -0.00873246 0.00692137 0.00753062 internal_weight=323070 183038 8940.37 2150.44 6789.93 1382.96 978.736 767.481 5744.55 162.376 5582.17 1045.38 449.21 596.166 3394.49 2836.78 557.713 280.259 486.603 124.558 2187.68 1125.71 1013.59 558.083 484.065 441.154 362.331 319.848 299.881 411.937 internal_count=1411233 810484 37716 8895 28821 5682 4011 3213 24463 707 23756 4358 1866 2492 14304 11958 2346 1125 2058 559 9452 4952 4385 2380 2043 1858 1522 1336 1223 1675 is_linear=0 shrinkage=0.03 Tree=869 num_leaves=31 num_cat=0 split_feature=3 1 1 2 0 2 2 2 0 1 2 2 2 1 0 2 0 0 2 0 1 0 2 1 2 3 2 2 2 2 split_gain=1.46869 10.1039 9.67737 8.00994 12.3057 18.8352 14.1596 10.7454 24.6356 11.24 12.1617 10.0591 9.88157 10.0542 9.87303 10.9391 9.40668 10.8907 9.38334 8.80208 10.2211 9.69282 14.7822 7.83019 7.73565 7.64553 12.8061 19.2292 16.0992 13.513 threshold=1.532000005245209 -10.499999999999998 -19.499999999999996 291.56593322753912 38.500000000000007 239.406120300293 157.04295349121097 203.28157806396487 27.500000000000004 1.0000000180025095e-35 195.44509887695315 216.75743103027347 135.80005645751956 -1.4999999999999998 32.500000000000007 164.59277343750003 36.500000000000007 33.500000000000007 327.07788085937506 67.500000000000014 -4.4999999999999991 80.500000000000014 207.88987731933597 5.5000000000000009 211.06961059570315 1.469500005245209 3407.3515625000005 3673.077514648438 3118.6667480468755 9801.5458984375018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 6 12 8 9 10 -8 16 -2 -14 15 -10 17 -9 -5 -6 -21 22 -22 -16 -19 -3 28 -28 -27 -29 right_child=3 25 -4 18 19 -7 7 11 14 -11 -12 -13 13 -15 23 -17 -18 24 -20 20 21 -23 -24 -25 -26 26 27 29 -30 -31 leaf_value=-0.0023262410962300636 0.00021321520435451044 -1.7962784847246061e-05 0.004434775328513817 0.0013027422527230165 -0.0023927855468508226 -0.0013657553686116854 0.0046039871418670168 -0.0060814918010828906 0.0090991625709211672 -0.0017655115563275977 0.034132084127564258 0.0018605105777341343 0.0049519490826085456 -0.0074613090005430085 0.0080959184191412882 0.034559690688473629 -0.025764254161135654 0.017223449265744706 -2.8096553808631095e-05 -0.020249968634079265 -0.00045674202312942833 -0.0085111247303902085 0.0082200601010268912 0.033256244680137888 -0.0062728712088019759 0.00067671480658039712 0.007941902638720329 -0.0010574807582045755 -0.0047748647174764985 0.0035992982095449958 leaf_weight=244.49673421308398 1202.9376238286495 86895.284858673811 863.31125966459513 4880.5492008700967 4537.0933467000723 5181.5428254231811 354.89863922446966 198.74754984676838 27.853356659412384 368.23672357201576 13.013836979866026 2248.0760018676519 71.558682523667812 327.43024894595146 214.25500901043415 33.399209529161453 17.143317475914955 35.888388976454735 207024.40937410184 20.252442359924316 558.23588668555021 82.311451807618141 258.55621710419655 11.742338851094244 19.442595675587654 4070.217860892415 498.24022260308266 1050.1962708979845 553.87248277664185 1203.5128013640642 leaf_count=1432 5434 376113 4669 20647 19620 21891 1576 888 115 1634 56 9453 308 1436 891 139 72 149 909382 89 2551 413 1105 58 81 17218 2066 4479 2300 4968 internal_value=-4.60599e-06 9.42227e-05 0.0029426 -4.60057e-05 -0.000698005 -8.90705e-05 0.00119678 0.00225511 0.00484739 0.00193984 0.00564846 0.00120207 -0.00114376 -0.00523499 0.0122987 0.022982 -0.00425558 -0.00280433 2.55504e-06 -0.0018504 0.000826343 0.00130109 0.00228991 0.0094032 0.00896714 6.07506e-05 0.000988054 0.00260841 2.37259e-05 0.00142931 internal_weight=323067 95379.1 1107.81 227688 15782.6 10326.2 5144.62 3542.7 1023.4 736.149 367.912 2519.3 1601.93 398.989 287.25 61.2526 271.222 254.079 211905 5456.45 919.356 899.104 816.792 225.997 55.331 94271.3 7376.04 2751.95 4624.09 2253.71 internal_count=1411233 413245 6101 997988 67959 44181 22290 15112 4469 3266 1632 10643 7178 1744 1203 254 1190 1118 930029 23778 4158 4069 3656 949 230 407144 31031 11513 19518 9447 is_linear=0 shrinkage=0.03 Tree=870 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 3 3 3 2 2 2 1 0 0 2 2 2 3 0 2 3 2 2 3 3 2 2 3 0 3 split_gain=1.72352 18.0934 23.4674 16.8857 16.703 16.3124 26.3733 14.6278 15.8269 43.3379 13.4076 12.8868 12.3486 10.7616 10.1719 10.0136 24.667 33.5156 42.2814 24.5918 35.172 41.5772 39.7631 66.2161 45.0435 28.6965 27.6675 23.0569 21.1265 20.6723 threshold=2.7749999761581425 361.94923400878912 555.07958984375011 374.68469238281256 1.5000000000000002 2.9229999780654912 4.4095001220703134 3.2575000524520878 207.88987731933597 265.23049926757818 265.23049926757818 6.5000000000000009 23.500000000000004 6.5000000000000009 460.37582397460943 6368.3278808593759 3912.428344726563 1.3535000085830691 51.500000000000007 11817.106933593752 1.532000005245209 8374.6435546875018 8374.6435546875018 1.1980000138282778 1.247500002384186 9353.3178710937518 9353.3178710937518 1.6674999594688418 31.500000000000004 1.2994999885559084 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 7 3 5 13 -3 -7 8 -2 -10 -9 -6 14 -5 -13 16 -1 18 -18 20 22 27 23 -17 26 29 -24 -22 -23 -26 right_child=1 2 -4 4 11 6 -8 10 9 -11 -12 12 -14 -15 -16 19 17 -19 -20 -21 21 28 24 -25 25 -27 -28 -29 -30 -31 leaf_value=2.1308184030772307e-06 0.0025321929680680484 -0.03489856392940649 -4.0418151800820454e-05 0.024021525116375939 -0.0048640659605287129 0.010532752097063036 -0.030884517992187725 -0.00095647814661129231 0.047001766901423485 0.007299103464396656 0.0036223544053522508 0.0379746706116302 -0.0018440348036734887 -0.0008997368362447432 0.0081171082941967378 0.00172037205875773 -0.0034385917251565931 0.0018546853189100431 0.003471409554913615 0.00010616226750740007 -0.0053814061350986883 -0.011822385075599353 0.0037973979215220324 -0.0075869157729057061 0.01135937395091546 0.0078982718001799988 -0.0032707085386577809 0.002694892567078631 -0.0047168622892092699 -0.0033681530939258324 leaf_weight=125346.52397431881 652.111242800951 25.557383388280869 128271.75614922872 15.621624201536177 1630.5609104186296 34.457579702138901 23.122263759374619 1482.4928848668933 27.099100545048714 284.72691860795021 940.80267636850476 13.129073038697241 128.18142953515053 9097.4685647636652 47.142634391784668 1351.4168993458152 2611.8130871802568 14243.042425565422 1146.9278030544519 25832.389050703496 452.02719693630934 447.54934678971767 723.02557177096605 1401.3075272515416 107.0595088750124 1196.8681417629123 1604.583325587213 1074.09635091573 2375.5169387459755 431.49575024843216 leaf_count=542528 2872 109 576249 104 7430 146 113 6916 115 1210 4401 61 655 38177 244 5949 12229 58922 4824 106649 1904 1844 3011 6155 441 4897 6724 4481 9890 1773 internal_value=-2.39356e-05 -0.000101846 -0.00015453 -0.00148335 -0.00138092 -0.0149524 -0.00609913 0.00206457 0.00519041 0.0107494 0.000821175 -0.00400563 0.00342187 -0.000857017 0.014621 3.77005e-05 0.000151268 0.00118971 -0.0013301 -0.000402322 -0.0015788 -0.00368668 -0.000233752 -0.00301761 0.00165233 0.00531051 -0.00107514 0.000302749 -0.00584332 -0.000440465 internal_weight=323020 142674 139287 11015.2 10932.1 83.1372 57.5798 3387.23 963.937 311.826 2423.3 1819.01 188.453 9113.09 60.2717 180346 143348 18001.8 3758.74 36997.3 11164.9 4349.19 6815.76 2752.72 4063.03 1735.42 2327.61 1526.12 2823.07 538.555 internal_count=1411023 638802 623288 47039 46671 368 259 15514 4197 1325 11317 8390 960 38281 305 772221 618503 75975 17053 153718 47069 18119 28950 12104 16846 7111 9735 6385 11734 2214 is_linear=0 shrinkage=0.03 Tree=871 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 3 3 3 2 2 2 1 0 0 3 0 2 2 3 0 2 3 2 2 3 3 2 2 3 0 split_gain=1.62168 17.0277 22.0876 15.9188 15.7541 15.4138 24.8984 13.7645 14.9054 41.0028 12.6219 12.1464 11.5403 10.2292 9.51861 10.8128 9.42299 23.2157 31.542 39.8031 23.1492 33.1078 39.144 37.4347 62.4312 42.3812 27.0013 26.0329 21.7065 19.8727 threshold=2.7749999761581425 361.94923400878912 555.07958984375011 374.68469238281256 1.5000000000000002 2.9229999780654912 4.4095001220703134 3.2575000524520878 207.88987731933597 265.23049926757818 265.23049926757818 6.5000000000000009 23.500000000000004 6.5000000000000009 10.80550003051758 88.500000000000014 6368.3278808593759 3912.428344726563 1.3535000085830691 51.500000000000007 11817.106933593752 1.532000005245209 8374.6435546875018 8374.6435546875018 1.1980000138282778 1.247500002384186 9353.3178710937518 9353.3178710937518 1.6674999594688418 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=16 7 3 5 13 -3 -7 8 -2 -10 -9 -6 -13 -5 15 -15 17 -1 19 -19 21 23 28 24 -18 27 -27 -25 -23 -24 right_child=1 2 -4 4 11 6 -8 10 9 -11 -12 12 -14 14 -16 -17 20 18 -20 -21 -22 22 29 25 -26 26 -28 -29 -30 -31 leaf_value=2.0668942479516674e-06 0.0024561730442677916 -0.033949178888372462 -3.9205468189730903e-05 0.023553221722155768 -0.0047261564462863686 0.010206945938666888 -0.030073648137919518 -0.00092782862040728252 0.045765754391273498 0.0070810200083907485 0.0035155738657309402 0.014097101661197185 -0.0017901914691475589 -0.00085516972061772524 -0.015338696428529891 0.021802316929587093 0.0016683247845261876 -0.0033382551864169045 0.0017993837805217034 0.003366511907207824 0.0001029775424576514 -0.0052245826985700483 -0.011470202287463316 0.003682639145156348 -0.00737231241753068 -0.00042727341013008673 0.0076613691638395863 -0.0031731648733496049 0.0026140389378876291 -0.0045778378933929113 leaf_weight=125346.53073460876 652.12544566392899 25.485012888908386 128272.15913686872 15.456781208515165 1627.8385578840971 34.490232765674591 23.034669890999794 1482.4225103929639 26.997547775506973 284.69166527688503 940.304537281394 60.627645120024681 128.07721649110317 9037.7613981589675 40.754164546728134 18.996361494064331 1351.7647768333554 2609.6393894702196 14240.399862192571 1147.1811841726303 25832.351129740477 451.63366107642651 447.45364704728127 723.18738831579685 1398.8732479736209 538.56404156982899 1196.8610920235515 1604.2956916466355 1074.0991174802184 2374.2487943768501 leaf_count=542528 2872 109 576249 104 7430 146 113 6916 115 1210 4401 305 655 37875 196 106 5949 12229 58922 4824 106649 1904 1844 3011 6155 2214 4897 6724 4481 9890 internal_value=-2.32207e-05 -9.87944e-05 -0.000149899 -0.00143924 -0.00133983 -0.0145271 -0.00592259 0.00200307 0.00503541 0.0104318 0.000796737 -0.00389092 0.00331412 -0.000831311 -0.000872741 -0.000807646 3.65684e-05 0.000146734 0.00115431 -0.00129089 -0.000390307 -0.00153202 -0.00357755 -0.00022686 -0.00292941 0.0016028 0.00515118 -0.00104295 0.000293721 -0.0056708 internal_weight=323008 142671 139285 11012.5 10929.5 83.0099 57.5249 3386.54 963.815 311.689 2422.73 1816.54 188.705 9112.97 9097.51 9056.76 180337 143344 17997.2 3756.82 36993.3 11161 4347.44 6813.55 2750.64 4062.91 1735.43 2327.48 1525.73 2821.7 internal_count=1411023 638802 623288 47039 46671 368 259 15514 4197 1325 11317 8390 960 38281 38177 37981 772221 618503 75975 17053 153718 47069 18119 28950 12104 16846 7111 9735 6385 11734 is_linear=0 shrinkage=0.03 Tree=872 num_leaves=31 num_cat=0 split_feature=1 1 2 2 0 1 1 0 0 1 2 3 2 2 2 1 3 3 3 2 2 2 1 0 0 2 3 0 2 2 split_gain=1.54174 3.54133 2.41723 3.29521 3.34427 3.47251 2.81466 3.00971 1.8987 1.77965 1.53788 1.5287 16.1132 20.7667 15.0097 14.8972 14.5742 23.5093 12.7714 13.8746 38.9401 12.0708 11.3802 10.8179 9.72217 9.33738 8.95741 10.2641 8.62994 21.6635 threshold=58.500000000000007 57.500000000000007 9353.3178710937518 10798.300781250002 78.500000000000014 79.500000000000014 68.000000000000014 89.500000000000014 95.500000000000014 60.500000000000007 20654.361328125004 2.7749999761581425 361.94923400878912 555.07958984375011 374.68469238281256 1.5000000000000002 2.9229999780654912 4.4095001220703134 3.2575000524520878 207.88987731933597 265.23049926757818 265.23049926757818 6.5000000000000009 23.500000000000004 6.5000000000000009 460.37582397460943 10.80550003051758 88.500000000000014 6368.3278808593759 11817.106933593752 decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 10 6 -6 -8 -7 -2 -5 28 18 14 16 24 -14 -18 19 -13 -21 -20 -17 25 -16 -24 27 -26 -1 -30 right_child=2 -3 3 4 5 8 7 -9 -10 -11 -12 12 13 -15 15 22 17 -19 21 20 -22 -23 23 -25 26 -27 -28 -29 29 -31 leaf_value=0.00014007509677049039 0.014476062480410737 -0.013857918316362199 -0.019726079551600335 -0.01508450358083214 -0.00049575052092898342 0.0014875998191943962 0.007821379448579727 0.031794054747736222 -0.018154842698730803 0.0040524155604594204 -0.0014241481846357651 0.0023824417079893558 -0.033039483959388216 -3.9168558349118922e-05 0.023091385217769985 -0.0045919823264803997 0.0098919675451188994 -0.02928824361381609 -0.00090003597914876097 0.044598128750712396 0.0068189661498633319 0.0034467131673476072 0.035742943989986384 -0.0017867293488944794 -0.00082951133634122766 0.0073706785362025011 -0.014880533725321717 0.021347651724474871 -0.001479072658746397 0.00010336803553624278 leaf_weight=143273.57399341121 18.136419862508774 16.653444238007069 7.5511537939310065 12.796906471252443 9.7831593155860919 25.014730386435989 9.8175895251333731 9.065897982567547 5.3819359857588998 78.747458010911942 17.643698796629906 652.13774292916059 25.402348175644875 128164.07504383114 15.295414753258227 1625.1816696822643 34.52033968269825 22.944184467196465 1482.3538197800517 26.875066891312599 284.40278670191765 939.31817105412483 13.369721099734305 126.75745730102062 9037.7930328994989 47.632170259952545 40.748767197132111 18.821594417095184 11150.538376770914 25804.319619119167 leaf_count=618231 75 70 33 52 47 149 52 72 177 341 79 2872 109 575527 104 7430 146 113 6916 115 1209 4399 61 650 37875 244 196 106 47042 106531 internal_value=-2.25268e-05 -2.41334e-05 0.00265149 -0.000694806 0.000910801 0.00507392 0.0125644 0.0193306 -0.00199023 0.0060037 -0.00716682 -2.34197e-05 -9.68274e-05 -0.00014657 -0.00139697 -0.00130049 -0.0141166 -0.00575174 0.00194824 0.00486975 0.0100807 0.000785981 -0.00378409 0.00320875 -0.000806387 0.013589 -0.000846566 -0.000783422 3.46446e-05 -0.000374108 internal_weight=322997 322803 193.939 97.0551 89.5039 59.0633 28.6666 18.8835 30.3967 96.8839 30.4406 322786 142558 139173 11008.5 10925.6 82.8669 57.4645 3385.09 963.416 311.278 2421.67 1812.94 187.759 9112.66 61.0019 9097.36 9056.61 180228 36954.9 internal_count=1411023 1409946 1077 661 628 497 171 124 326 416 131 1409876 638072 622561 47034 46666 368 259 15511 4196 1324 11315 8385 955 38281 305 38177 37981 771804 153573 is_linear=0 shrinkage=0.03 Tree=873 num_leaves=31 num_cat=0 split_feature=1 1 1 2 0 2 2 1 1 1 0 0 2 0 1 2 2 3 3 1 0 0 1 0 2 0 0 2 0 1 split_gain=1.45298 3.35678 2.34596 2.12448 3.46831 7.29168 2.99602 3.95185 7.02698 3.6247 2.59715 2.18924 1.46083 9.64888 11.7139 8.9954 8.96122 31.3334 22.0898 37.5396 15.7212 15.1992 21.0162 19.5005 14.5118 12.8666 10.1706 19.1493 10.1997 9.83119 threshold=58.500000000000007 56.500000000000007 59.500000000000007 9353.3178710937518 82.500000000000014 15354.050781250002 16437.536132812504 68.000000000000014 79.500000000000014 85.000000000000014 95.500000000000014 72.500000000000014 436.96165466308599 73.500000000000014 1.5000000000000002 401.18936157226568 327.07788085937506 1.469500005245209 2.3904999494552617 -1.4999999999999998 44.500000000000007 23.500000000000004 -1.4999999999999998 12.500000000000002 415.59368896484381 56.500000000000007 38.500000000000007 337.55393981933599 31.500000000000004 -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 12 -2 -4 5 -5 -6 -8 -9 -10 -11 -7 13 16 -15 -16 -1 20 19 26 -18 22 -20 -24 25 -22 27 -19 -29 -30 right_child=2 -3 3 4 6 11 7 8 9 10 -12 -13 -14 14 15 -17 17 18 21 -21 24 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-2.0682652867215814e-05 0.014587277769022133 -0.010101864871029776 0.005020556243509413 -0.027242478723733077 0.016269297316917425 0.008355845689032566 -0.021708628756894877 0.023061107363630751 -0.029303623198969269 0.00705885794029322 -0.017756110630846839 -0.009132880892860731 8.0177337169453508e-06 0.0039062841627598051 -0.0093006057117870616 0.0072998894574772318 -0.010396643006533746 -0.022047575223751552 0.013226245472512858 0.0029209654346085958 -0.0065679651376986097 -0.0019435828710823949 -0.0089461497165989161 0.0028976086956994259 0.0096023908813617238 0.0067100975263509489 -0.0003963302715702232 0.0018461663720342727 -0.018997303892605958 -0.0050197803848853603 leaf_weight=46924.359418276697 13.606342926621435 29.73976207152009 87.477599319070578 12.468382850289343 12.524373479187487 14.603012040257456 6.6268509402871123 11.260359875857828 4.7056703791022327 13.591354101896288 5.2668203483335665 11.52699653059244 262762.71415250079 934.21592805534601 114.19342439621687 39.553659468889236 423.07324974238873 68.598585993051529 133.82467051595449 2973.5726432353258 442.73505248129368 6383.4710223674774 160.39035877585411 568.87356695532799 73.984559744596481 77.121512964367867 310.60207706689835 133.58024096488953 60.123082965612411 183.55029556155205 leaf_count=201233 59 125 377 53 58 61 33 87 25 89 176 59 1152624 4067 591 183 1807 283 763 12517 2034 26912 760 2547 312 323 1283 574 263 745 internal_value=-2.18517e-05 -2.34102e-05 0.00257593 0.00166824 -0.00149952 -0.00836625 0.00341095 -0.000474185 0.00356661 -0.00574915 0.00012839 0.000640866 -2.24816e-05 -0.000156037 0.00264346 -0.00502989 -0.000207732 -0.000939557 -0.000472833 0.001403 -0.00597738 -0.00143838 0.00229814 0.000292757 -0.00282895 -0.00459814 -0.00456403 -0.00746745 -0.00481625 -0.00846854 internal_weight=322992 322798 193.658 180.051 92.5738 38.5984 53.9754 41.4511 34.8242 23.5638 18.8582 26.13 322769 60005.8 1087.96 153.747 58917.9 11993.5 10976.6 3730.03 1016.91 7246.56 863.089 729.264 593.841 519.857 756.454 445.852 377.254 243.673 internal_count=1411023 1409946 1077 1018 641 173 468 410 377 290 265 120 1409821 257197 4841 774 252356 51123 46647 15665 4476 30982 4070 3307 2669 2357 3148 1865 1582 1008 is_linear=0 shrinkage=0.03 Tree=874 num_leaves=31 num_cat=0 split_feature=3 2 2 2 1 3 3 3 2 2 2 1 0 0 2 2 2 3 0 2 3 2 2 3 3 2 2 3 3 0 split_gain=1.47083 14.7538 19.3467 14.1768 13.9581 13.7112 22.1182 12.3169 13.2519 36.7725 10.9448 10.7925 10.0482 9.25023 8.60824 8.40518 21.8009 29.1583 30.6019 20.5182 31.1688 36.8459 35.2519 58.8829 39.8807 25.4111 24.4971 20.4351 19.4447 18.8484 threshold=2.7749999761581425 361.94923400878912 555.07958984375011 374.68469238281256 1.5000000000000002 2.9229999780654912 4.4095001220703134 3.2575000524520878 207.88987731933597 265.23049926757818 265.23049926757818 6.5000000000000009 23.500000000000004 6.5000000000000009 460.37582397460943 6368.3278808593759 3751.9816894531255 1.2994999885559084 50.500000000000007 11817.106933593752 1.532000005245209 8374.6435546875018 8374.6435546875018 1.1980000138282778 1.247500002384186 9353.3178710937518 9353.3178710937518 1.6674999594688418 1.2994999885559084 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=15 7 3 5 13 -3 -7 8 -2 -10 -9 -6 14 -5 -13 16 -1 18 -18 20 22 27 23 -17 26 28 -24 -22 -26 -23 right_child=1 2 -4 4 11 6 -8 10 9 -11 -12 12 -14 -15 -16 19 17 -19 -20 -21 21 29 24 -25 25 -27 -28 -29 -30 -31 leaf_value=-9.0063427624358437e-06 0.0023020787164144902 -0.032119974953052431 -3.7157857382938054e-05 0.022662710776384026 -0.0044499677759064337 0.0095298851282522978 -0.028537455925417593 -0.00088284906056489609 0.043473011603497924 0.0066658395146053772 0.0032571344848132946 0.034230024488931338 -0.0016670085669583403 -0.00081496760862884837 0.0071247552788749396 0.0016623576249679415 -0.0035983253261505019 0.0016016818750724698 0.0020207023984310664 9.6875231310275048e-05 -0.0050296989055689609 -0.010232858685793555 0.0036158266559595037 -0.0071219905668465609 0.011069162868087731 0.0074763374026679203 -0.0030346533692452407 0.0025788495040076891 -0.0032114582062361284 -0.0041993741583359941 leaf_weight=123383.30488886213 652.0758263990283 25.305076763033867 128272.50332248164 15.128858648240564 1622.33560757339 34.541791751980782 22.806941971182823 1482.2627052739263 26.723029524087906 284.53607667982578 938.65839887410402 13.530358016490935 127.8233649879694 9096.8602861538529 47.793868020176888 1351.8045705780387 2196.41521114856 16312.786368310452 1446.9672573655844 25832.239906929433 451.13679771870375 589.03538997471333 723.27948809415102 1395.9961032569408 107.12041789293289 1196.8271345421672 1603.8743790462613 1074.0945202857256 431.39490394294262 2230.8597443550825 leaf_count=534349 2872 109 576249 104 7430 146 113 6916 115 1210 4401 61 655 38177 244 5949 10558 67478 6118 106649 1904 2431 3011 6155 441 4897 6724 4481 1773 9303 internal_value=-2.11962e-05 -9.31713e-05 -0.000140728 -0.0013478 -0.00125414 -0.0137256 -0.00560907 0.001864 0.00473307 0.0098259 0.000722338 -0.0036593 0.00312233 -0.000775987 0.0131052 3.57457e-05 0.000139788 0.00105974 -0.00136673 -0.000367452 -0.00144268 -0.00342795 -0.000176032 -0.00280045 0.00159908 0.0050412 -0.000967684 0.000328374 -0.000370785 -0.00545968 internal_weight=322990 142663 139279 11006.1 10923.5 82.6538 57.3487 3384.26 963.335 311.259 2420.92 1811.48 189.148 9111.99 61.3242 180327 143339 19956.2 3643.38 36987.7 11155.4 4345.13 6810.3 2747.8 4062.5 1735.34 2327.15 1525.23 538.515 2819.9 internal_count=1411023 638802 623288 47039 46671 368 259 15514 4197 1325 11317 8390 960 38281 305 772221 618503 84154 16676 153718 47069 18119 28950 12104 16846 7111 9735 6385 2214 11734 is_linear=0 shrinkage=0.03 Tree=875 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 0 0 2 0 2 2 2 0 2 2 0 2 2 2 0 2 2 0 0 2 2 2 0 1 1 split_gain=2.17388 6.31807 5.90613 13.2442 12.3517 16.4039 8.67442 9.73579 6.81708 23.7398 58.2636 54.6697 17.934 15.7667 14.7762 25.771 14.7181 32.5344 12.8052 20.261 17.1216 10.2089 16.0451 15.5775 19.0958 10.1074 16.5444 15.0358 10.2892 9.46944 threshold=74.500000000000014 -2.4999999999999996 460.37582397460943 271.27960205078131 563.99078369140636 81.500000000000014 87.500000000000014 394.01574707031256 80.500000000000014 32666.960937500004 24156.202148437504 17792.297851562504 75.500000000000014 27583.159179687504 39114.154296875007 79.500000000000014 6964.4814453125009 1607.8663330078127 20021.907226562504 77.500000000000014 21324.808593750004 30543.693359375004 78.500000000000014 78.500000000000014 26691.365234375004 2902.4506835937505 4712.1987304687509 77.500000000000014 2.5000000000000004 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 3 -3 5 -4 -5 -8 9 10 11 16 13 -12 15 -11 17 -6 -13 20 -20 23 -23 -14 -25 -19 27 -27 -29 -21 right_child=1 2 4 6 8 -7 7 -9 -10 14 12 18 21 -15 -16 -17 -18 25 19 29 -22 22 -24 24 -26 26 -28 28 -30 -31 leaf_value=1.0159095486675636e-05 0.0025414465072032882 -0.0026028850929499625 -0.0049411989011332574 0.0056992456907499576 0.0049958408743265613 0.010763278832262782 0.0077081178935502585 -0.02683779424869108 -0.00020075397459852303 -0.014811429381905097 0.023239867221220852 -0.022568473058004794 0.031282348356545045 -0.012208599746573066 -0.0012416404514267539 0.01749609615556522 0.0047676229251298208 -0.0064883305714931302 -0.012298485131093813 -0.01290128178499529 0.016671579173117523 -0.0058400319405117196 0.029999759764325468 -0.0055632766306311547 0.027377186800907054 0.0087176635958481821 -0.00314721089847972 0.0011829249547953005 -0.014813062786859853 -0.038213663119240453 leaf_weight=303964.60125308658 1106.0232442058623 309.84128721058369 711.44537743926048 617.65354210138321 1052.5620905905962 65.360132426023483 13.602997794747353 15.952129900455475 10469.216858749976 163.11480192840099 17.146983772516251 79.420182913541794 94.556190609931946 33.073757782578468 974.99700874090195 25.725757718086243 1250.6768242418766 322.83771461248398 33.405516475439072 67.611047297716141 40.767834946513176 29.681779131293297 18.09645377099514 29.557833835482597 34.12469094991684 260.66412959992886 863.99685986340046 220.81799538433552 43.285513058304787 16.559304445981979 leaf_count=1329092 5043 1503 3041 2626 4410 303 68 73 45720 663 72 322 392 133 4064 107 5094 1343 135 273 168 121 74 120 139 1125 3496 927 212 67 internal_value=2.96096e-05 0.00034108 0.000204938 0.00249769 7.52423e-05 -0.00361983 0.00493951 -0.0109377 0.000253062 0.0010906 0.00207661 0.0012395 0.0159695 -0.000105348 -0.0027293 -0.0104102 0.00206726 0.000845455 -0.012738 -0.00780728 0.00362431 0.0198881 0.00773463 0.0235577 0.0120881 -0.00170685 -0.000595334 0.00360617 -0.00143875 -0.0178811 internal_weight=322946 18981.8 17875.8 957.05 16918.7 776.806 647.209 29.5551 16141.9 5672.68 4508.84 4252.61 256.238 50.2207 1163.84 188.841 4014.84 2764.16 237.764 158.344 74.1734 206.017 47.7782 158.239 63.6825 1711.6 1388.76 524.768 264.104 84.1704 internal_count=1410926 81834 76791 4270 72521 3344 2767 141 69177 23457 18623 17572 1051 205 4834 770 16607 11513 965 643 303 846 195 651 259 7103 5760 2264 1139 340 is_linear=0 shrinkage=0.03 Tree=876 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 0 2 2 1 2 2 2 2 2 1 2 0 2 1 2 1 1 0 2 2 2 0 split_gain=2.12081 8.22645 16.569 22.237 29.8544 20.4824 14.5392 26.3576 13.635 26.6309 38.7511 22.3013 13.0814 12.2978 21.7449 41.7093 35.4877 15.5534 13.2767 12.295 17.0146 16.0696 11.8843 20.3927 12.7831 11.6032 14.0554 13.7342 12.0765 11.457 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 1846.5046997070315 16079.829101562502 10798.300781250002 56.500000000000007 2661.5908203125005 3407.3515625000005 -4.4999999999999991 7836.1462402343759 2623.7399902343755 1957.453552246094 1384.018249511719 2180.0605468750005 -2.4999999999999996 1896.9642333984377 51.500000000000007 2902.4506835937505 -1.4999999999999998 6514.3598632812509 -2.4999999999999996 -2.4999999999999996 44.500000000000007 4611.3833007812509 5339.5974121093759 5561.5637207031259 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 -1 4 5 -4 7 12 9 -3 11 -11 22 14 15 -6 -16 -17 -19 -13 -21 -22 24 -24 25 26 -5 -28 -27 -10 right_child=-2 8 3 6 13 -7 -8 -9 29 10 -12 19 -14 -15 16 17 -18 18 -20 20 21 -23 23 -25 -26 28 27 -29 -30 -31 leaf_value=-1.7924320357668094e-05 0.00010270872506302658 -0.00015146444080085174 0.00086607146436279187 -4.2615921476377717e-05 -0.0008589400279155466 0.00871366677242808 0.0011951549421377085 -0.0081966819902374258 -0.0018228715283809629 -0.0092951000064507346 0.0015273299737183388 -0.00068692850031676659 0.0016664192827429052 0.0041990213466153135 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2991 3822 2944 13416 289 33417 355 2906 1863 1679 263 4660 1694 297 1676 351 767 276 1331 13726 1961 172 214 125 80129 internal_value=2.8722e-05 -5.11626e-05 -0.000178406 -0.000980008 -0.000199065 0.00425184 -0.00230536 -0.00282677 0.000323549 0.000959667 0.00221893 0.00849923 -0.0021188 -0.000695224 -0.00090181 -0.000338823 -0.00421141 0.00770151 0.00949026 0.00991534 0.0113299 0.0173997 -0.00268299 -0.00780181 -0.00224747 -0.00511149 -0.0021672 -0.0127014 -0.00844242 -0.000166529 internal_weight=322944 155283 115919 19336.1 12166.9 1220.26 7169.16 6239.73 39363.6 17129.5 8029.51 796.517 5512.91 10946.7 10503.3 8976.37 1526.95 545.387 484.934 737.802 650.949 253.669 4797.8 376.197 4421.6 1064.81 565.211 94.8623 499.602 22234 internal_count=1410926 692364 523839 80777 51059 6236 29718 25896 168525 74980 36855 3438 22952 44823 42960 36621 6339 2254 1991 3149 2794 1118 20046 1607 18439 4713 2627 386 2086 93545 is_linear=0 shrinkage=0.03 Tree=877 num_leaves=31 num_cat=0 split_feature=0 1 0 0 2 2 2 2 0 2 2 0 1 2 2 2 2 2 2 2 1 2 2 1 2 2 1 1 2 2 split_gain=2.01401 5.94956 5.58466 9.8084 6.64688 20.9329 6.30787 19.9514 14.1579 7.67273 7.10214 5.56891 9.41877 7.95561 18.82 18.5994 20.4207 14.9881 13.0622 10.8281 8.30746 7.67131 10.6548 8.08854 7.24704 12.3655 9.02863 6.01359 5.58269 5.5565 threshold=74.500000000000014 -2.4999999999999996 75.500000000000014 76.500000000000014 1384.018249511719 3751.9816894531255 2272.6494140625005 6665.8681640625009 85.500000000000014 71819.058593750015 89063.015625000015 73.500000000000014 -9.4999999999999982 4712.1987304687509 14993.919433593752 19411.564453125004 26691.365234375004 3618.2971191406255 2799.732299804688 444.35388183593756 -2.4999999999999996 1320.400329589844 2225.1726074218755 -2.4999999999999996 6088.5393066406259 5339.5974121093759 1.5000000000000002 1.0000000180025095e-35 89063.015625000015 460.37582397460943 decision_type=2 2 2 2 2 2 2 2 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 4 -4 -2 -6 -5 8 -8 -9 -11 -1 -13 17 24 -16 -17 18 19 20 -14 23 -23 -21 25 -15 -27 -22 -18 -3 right_child=1 29 3 6 5 -7 7 9 -10 10 -12 12 13 14 15 16 28 -19 -20 21 27 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=1.7808842591242363e-05 -0.0019154237787030555 0.0024194559044689052 -0.0069892615081039149 0.0064767950875192987 0.034770063411058497 0.0020873279680862214 -0.016612930461718634 0.0057651156199237403 0.0073339713840749297 -0.016793372564770381 0.00090961670822162439 -0.027884328434471382 -0.01839176553830758 0.0096191766085329013 -0.025414721434040943 0.016999945883679438 -0.0072331186905603686 -0.015316356839093532 0.017510163429056196 0.0088087823363863556 0.0085275103110695333 0.006740026343956586 -0.017515241270865314 -0.011325599281922467 0.0093639752111008001 -0.011716652585889111 0.011760904556559953 -0.0012689336031711745 0.0063093643850471674 6.9801789191393975e-05 leaf_weight=302582.40267796576 35.586701974272728 957.05089413374662 103.60744955390692 281.48677262663841 27.448157519102097 49.345704071223736 83.815198615193367 374.63840988278389 30.235539197921753 26.138945862650871 92.82557912170887 12.435538761317728 17.494823843240738 76.797625496983528 34.565247908234596 42.770506992936134 211.56611801683903 90.369253925979137 28.78121791779995 19.590561971068382 100.99464862048626 66.025500133633614 21.642307877540588 215.3643536567688 191.32358221709728 70.481104880571365 18.641123071312904 127.70385518670082 31.471455454826355 16917.430543857161 leaf_count=1323305 152 4270 461 1205 118 232 357 1702 133 138 545 59 72 312 143 176 856 406 119 81 408 275 91 915 803 290 75 573 133 72521 internal_value=2.7864e-05 0.000327681 0.00246382 0.0017463 0.00880233 0.013769 0.00276421 0.00104441 -0.0102645 0.00365741 -0.00298009 9.14314e-06 -0.00189365 -0.00165697 0.000650257 -0.00462925 -0.00211548 -0.00392949 -0.00220756 -0.00320524 0.00153304 -0.00682103 0.000752196 -0.00964679 0.00538488 0.000796552 -0.006806 0.00305724 -0.00547947 0.000195609 internal_weight=322940 18979.6 1105.13 992.748 112.381 76.7939 889.14 607.654 114.051 493.603 118.965 303960 1378.02 1365.58 677.617 320.373 285.808 687.967 597.597 568.816 246.193 322.623 87.6678 234.955 357.243 165.92 89.1222 228.699 243.038 17874.5 internal_count=1410926 81834 5043 4541 502 350 4080 2875 490 2385 683 1329092 5787 5728 2788 1308 1165 2940 2534 2415 1053 1362 366 996 1480 677 365 981 989 76791 is_linear=0 shrinkage=0.03 Tree=878 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 0 2 2 1 2 0 2 1 2 2 2 2 1 2 2 1 1 0 2 2 2 0 split_gain=2.01204 7.66309 15.5917 20.9245 28.1414 19.4155 13.682 24.8209 12.9367 25.0791 36.5883 21.0363 12.3093 11.6351 16.2251 15.5602 11.5773 20.444 39.2761 33.3187 14.6553 12.5223 11.2343 19.2473 12.0159 10.8845 13.2431 12.9694 11.348 10.7183 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 1846.5046997070315 16079.829101562502 10798.300781250002 56.500000000000007 2661.5908203125005 3407.3515625000005 -4.4999999999999991 7836.1462402343759 51.500000000000007 2902.4506835937505 -1.4999999999999998 2623.7399902343755 1957.453552246094 1384.018249511719 2180.0605468750005 -2.4999999999999996 1896.9642333984377 6514.3598632812509 -2.4999999999999996 -2.4999999999999996 44.500000000000007 4611.3833007812509 5339.5974121093759 5561.5637207031259 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 -1 4 5 -4 7 12 9 -3 11 -11 22 -13 -15 -16 17 18 -6 -19 -20 -22 24 -24 25 26 -5 -28 -27 -10 right_child=-2 8 3 6 16 -7 -8 -9 29 10 -12 13 -14 14 15 -17 -18 19 20 -21 21 -23 23 -25 -26 28 27 -29 -30 -31 leaf_value=-1.7920884754064477e-05 9.9092303480535426e-05 -0.0001474519185753525 0.00083981363786215114 -4.187153200898242e-05 -0.00083366264911687287 0.0084906327416236198 0.001158680457360688 -0.0079551892308378121 -0.0017682299185543561 -0.0089811859447690434 0.0014816000947767913 -0.0006668147948851816 0.0016157676229520445 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38125 3245 2241 34367 2991 3822 2944 13416 289 33417 355 2906 1676 351 767 1863 1679 263 4660 1694 297 276 1331 13726 1961 172 214 125 80129 internal_value=2.70294e-05 -5.07827e-05 -0.000173588 -0.000951251 -0.000193615 0.00413277 -0.00223691 -0.00274278 0.000310899 0.000930633 0.0021532 0.00826324 -0.00205588 0.00964475 0.011025 0.0169734 -0.000674851 -0.000875201 -0.000329181 -0.00408324 0.00747681 0.00921659 -0.00260321 -0.00758637 -0.00218028 -0.00495617 -0.00210317 -0.0123352 -0.00817918 -0.000166437 internal_weight=322938 155275 115917 19333.4 12164.8 1217.68 7168.65 6239.15 39358.4 17124.9 8024.7 794.707 5512.68 735.762 648.905 252.259 10947.1 10504.1 8976.32 1527.8 544.901 484.336 4797.51 375.321 4422.19 1065.34 565.108 94.7553 500.233 22233.5 internal_count=1410926 692364 523839 80777 51059 6236 29718 25896 168525 74980 36855 3438 22952 3149 2794 1118 44823 42960 36621 6339 2254 1991 20046 1607 18439 4713 2627 386 2086 93545 is_linear=0 shrinkage=0.03 Tree=879 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 0 2 2 1 2 0 2 1 2 2 2 2 1 2 0 2 1 1 2 0 2 2 split_gain=1.89294 7.21107 14.672 19.6897 26.5255 18.4012 12.8754 23.3745 12.1766 23.6172 34.5462 19.8434 11.5829 11.0103 15.4725 15.0688 10.8989 19.2218 36.9856 31.2874 13.8093 11.811 10.6493 10.6194 18.1659 11.2957 10.4558 24.5366 47.0823 29.0192 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 1846.5046997070315 16079.829101562502 10798.300781250002 56.500000000000007 2661.5908203125005 3407.3515625000005 -4.4999999999999991 7836.1462402343759 51.500000000000007 2902.4506835937505 -1.4999999999999998 2623.7399902343755 1957.453552246094 1384.018249511719 2180.0605468750005 -2.4999999999999996 1896.9642333984377 47.500000000000007 6514.3598632812509 -2.4999999999999996 -2.4999999999999996 1806.0396118164065 54.500000000000007 2272.6494140625005 2404.0227050781255 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 12 9 26 11 -11 23 -13 -15 -16 17 18 -6 -19 -20 -22 -23 25 -25 -5 -3 29 -29 -28 right_child=-2 8 3 6 16 -7 -8 -9 -10 10 -12 13 -14 14 15 -17 -18 19 20 -21 21 22 -24 24 -26 -27 27 28 -30 -31 leaf_value=-1.7383210447928218e-05 9.6118292561153977e-05 0.00050119218777193127 0.00081485784011344712 -0.0048052734354624305 -0.00080861073773031778 0.0082729945750852317 0.0011238410201678658 -0.0077204335528087194 -0.00016143919342813428 -0.0086787468673002605 0.0014377339518373776 -0.00064677080491971049 0.0015671806371202958 0.007035886149737559 0.028205604897032492 0.011916594002754379 0.0039568207100573582 -0.011059810714333429 -0.0062320212451084864 -0.0013645099128905924 0.01092633724420744 0.0039473475575765166 -0.023643668119616604 0.0066358613552765554 -0.010492283919075522 -0.0012603112019762435 -0.0029354635416863361 0.0028273414050657333 -0.019594268571898225 0.0043577363019438424 leaf_weight=96583.726908707351 167665.28624782152 6493.9972675144672 693.38240668922663 1065.8242304474115 8431.8443565070629 521.78223016113043 929.55944010615349 726.11431691050529 22234.055853758007 59.165557280182838 7227.1130446866155 86.862590327858925 715.21791476011276 396.02081573009491 71.481838867068291 179.37446874380112 442.62963424623013 408.99535246193409 60.671663507819176 1119.609717220068 410.82002866268158 56.731621995568275 16.180999949574471 68.121635019779205 306.32915237545967 3356.9058271944523 1547.9780152142048 156.19184552133083 183.0937210470438 719.10952585935593 leaf_count=443062 718562 26932 3245 4713 34367 2991 3822 2944 93545 289 33417 355 2906 1676 351 767 1863 1679 263 4660 1694 232 65 276 1331 13726 6658 664 764 3107 internal_value=2.62221e-05 -4.92546e-05 -0.000168381 -0.000922822 -0.000187795 0.00401732 -0.00217 -0.0026608 0.000301619 0.000902988 0.00208991 0.00803427 -0.00199432 0.00938194 0.0107286 0.0165582 -0.000654561 -0.000848864 -0.000319295 -0.0039586 0.00725933 0.00895147 -0.00217574 -0.00252531 -0.00737626 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9353.3178710937518 7303.1936035156259 12078.030273437502 18300.850585937504 15706.645507812502 -1.4999999999999998 7836.1462402343759 468.30728149414068 211.06961059570315 229.05034637451175 1384.018249511719 1116.587829589844 955.99880981445324 356.29209899902349 320.40057373046881 2623.7399902343755 2799.732299804688 1.0000000180025095e-35 1.0000000180025095e-35 252.50982666015628 -8.4999999999999982 503.44865417480474 660.98522949218761 -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 5 -5 6 7 13 -8 10 -10 12 -9 14 -1 -16 17 18 27 20 25 26 24 -20 -23 -17 -18 -15 -29 -30 right_child=-2 2 -4 4 -6 -7 8 11 9 -11 -12 -13 -14 16 15 19 21 -19 23 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=0.0015766409102060341 -3.9073866039981655e-05 -0.010088182035323195 -0.00044696033391733805 -0.0072167242779604115 0.0049697769199429816 4.9939249899860812e-05 0.0093419607412236118 -0.025367838858854332 -0.00024682573887900463 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758.01142244040966 89.60762719810009 64.788367345929146 264.76448324322701 leaf_count=9184 997685 783 1543 256 2349 367491 1660 62 1866 1914 482 1041 252 335 961 425 114 1417 353 1058 91 546 11540 270 515 1987 3174 373 276 1086 internal_value=1.35446e-05 0.000139094 -0.00355585 0.000159802 0.00374553 0.000136034 0.000887136 0.000496929 0.00309898 0.000686582 -0.00284232 -0.0108215 0.000925786 0.000946735 -0.000400483 -0.00442875 0.0018589 0.00591707 0.00260452 -0.00157822 0.00131362 0.000805253 0.00182883 -0.00743586 0.01021 0.000150292 -0.00312408 0.00556418 0.00365555 0.0064691 internal_weight=322928 95370.6 531.505 94839.1 624.496 94214.6 9688.74 8235.81 1452.94 1047.98 574.718 314.79 77.0466 7921.02 3197.9 1052.83 4723.11 973.53 647.36 839.769 590.285 3749.58 2974.69 147.381 250.133 568.711 774.896 499.979 419.16 329.553 internal_count=1411089 413404 2326 411078 2605 408473 40982 35060 5922 4262 2348 1355 314 33705 13706 4522 19999 4110 2693 3561 2503 15889 12601 623 1061 2412 3288 2070 1735 1362 is_linear=0 shrinkage=0.03 Tree=881 num_leaves=31 num_cat=0 split_feature=3 2 0 2 3 2 0 0 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 1 split_gain=2.23034 7.63599 11.3327 8.45403 8.76536 6.75552 8.52855 6.37165 8.74246 43.9606 22.8866 16.691 21.9565 14.801 13.6073 10.1802 26.647 35.4259 21.1211 22.2748 20.0894 17.3867 21.9377 15.7676 20.1205 12.9851 12.8014 12.0671 10.3789 9.90283 threshold=1.532000005245209 56232.490234375007 45.500000000000007 40737.804687500007 1.1054999828338625 99992.636718750015 43.500000000000007 41.500000000000007 9353.3178710937518 7303.1936035156259 12078.030273437502 17792.297851562504 16437.536132812504 -1.4999999999999998 7836.1462402343759 468.30728149414068 211.06961059570315 229.05034637451175 1384.018249511719 1116.587829589844 955.99880981445324 356.29209899902349 320.40057373046881 2623.7399902343755 2799.732299804688 1.0000000180025095e-35 1.0000000180025095e-35 252.50982666015628 -8.4999999999999982 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 3 5 7 -5 -3 -7 8 9 15 -10 12 -12 14 -11 16 29 -18 19 20 -17 22 27 28 25 -25 -22 -19 -20 -1 right_child=-2 2 -4 4 -6 6 -8 -9 10 13 11 -13 -14 -15 -16 18 17 21 23 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0023991176534857899 -3.7901633631279968e-05 -0.015460585413476304 -0.00043354993273086946 -0.0070015319903619991 0.0048229328811014984 -0.011382967327106272 0.0085652517081758403 4.8440985787916612e-05 0.0090646484275505434 -0.024697010158454154 -0.0009520129799835867 0.0046783321027370518 -0.021143814636358525 -0.014244231323307627 0.0071148029537917495 0.0053957073642197477 -0.015247669464137512 0.0095215305649797057 0.02039066240238651 0.012144804825582358 -0.015010474419848175 -0.0081749092860796211 0.03091742859054987 0.016980804656276771 0.0010276802183393577 0.0032876202828680877 0.0027852877351126179 -0.001891138940429799 -0.0035447667530929309 -0.0032465517875798957 leaf_weight=1814.7140660509467 227558.06842581439 90.135166689753532 360.11775750666857 62.724945694208145 561.50184417143464 48.89136578887701 31.857760593295097 84525.990061186254 404.82738444209099 15.04044935107231 500.64537880569696 493.58778393268585 53.663255169987679 236.84555972367525 61.930718600749969 500.12154106795788 212.32270639389753 101.49687461555004 16.662918493151665 325.43048003315926 82.850044593214989 249.26932495832443 21.644847214221954 121.00972996652126 2724.3521578162909 128.52692560851574 64.861790850758553 467.18085975944996 758.27178938686848 330.55561830103397 leaf_count=7528 997685 388 1543 256 2349 245 150 367491 1660 62 2044 1996 222 1041 252 2070 961 425 114 1417 353 1058 91 546 11540 515 270 1987 3174 1656 internal_value=1.31381e-05 0.000134926 -0.00345259 0.000155013 0.00363476 -0.00981484 -0.00351284 0.000131957 0.000860779 0.000482179 0.00300643 0.000666002 -0.0029068 -0.0105301 0.000898658 0.000918561 -0.000388632 -0.00429985 0.00180362 0.00574134 0.00252465 -0.00153128 0.00127406 0.000781318 0.0017745 0.00992796 -0.00719617 0.00014578 -0.0030301 0.0015292 internal_weight=322925 95367 531.002 94836 624.227 170.884 80.7491 94211.8 9685.81 8233.09 1452.72 1047.9 554.309 313.817 76.9712 7919.27 3197.18 1051.91 4722.09 973.264 647.833 839.592 590.323 3748.82 2973.89 249.537 147.712 568.678 774.935 2145.27 internal_count=1411089 413404 2326 411078 2605 783 395 408473 40982 35060 5922 4262 2266 1355 314 33705 13706 4522 19999 4110 2693 3561 2503 15889 12601 1061 623 2412 3288 9184 is_linear=0 shrinkage=0.03 Tree=882 num_leaves=31 num_cat=0 split_feature=3 2 0 2 2 0 2 2 2 0 2 2 1 0 1 1 0 0 2 2 2 2 1 0 2 2 1 1 0 2 split_gain=2.09856 7.19105 10.7031 8.19846 8.89264 17.518 16.6682 23.5648 16.7249 15.9637 40.9739 34.6376 22.3026 15.9382 23.7312 14.969 13.5351 13.4078 29.3945 35.0584 39.8235 24.3122 21.5244 17.0756 18.0103 16.9912 14.702 15.4113 14.2573 13.932 threshold=1.532000005245209 56232.490234375007 45.500000000000007 14697.978027343752 3826.821655273438 48.500000000000007 7836.1462402343759 12078.030273437502 13515.104003906252 44.500000000000007 9353.3178710937518 8931.5649414062518 12.500000000000002 41.500000000000007 -1.4999999999999998 7.5000000000000009 46.500000000000007 45.500000000000007 468.30728149414068 310.97680664062506 284.12406921386724 684.96466064453136 1.0000000180025095e-35 42.500000000000007 305.33541870117193 674.87377929687511 16.500000000000004 19.500000000000004 42.500000000000007 911.27563476562511 decision_type=2 2 2 2 2 2 2 2 2 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 17 6 -6 9 -9 11 15 13 -12 14 -8 -11 -10 18 19 20 -1 22 25 24 -22 -20 -21 -28 -24 -23 right_child=-2 2 -4 -5 5 -7 7 8 16 10 12 -13 -14 -15 -16 -17 -18 -19 21 26 23 29 28 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.00019852960049991802 -3.6764501550941542e-05 -0.0095453802680068433 -0.00042054180285439855 0.0012128752025517085 -0.0031893085803589697 0.000507473106513052 0.0072473811971383905 -0.0068725090457305293 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31.767419070005417 10.044478803873064 10.10997700691223 206.9103302359581 12032.976119592786 leaf_count=37020 997685 783 1543 25384 15530 27474 182 2818 1641 2017 2720 4585 142 1030 529 201 284 228438 1909 3543 289 1992 774 447 121 131 60 69 873 50875 internal_value=1.27436e-05 0.000130882 -0.00335197 0.000150368 7.71382e-05 -0.000625363 -0.00164042 -0.000301091 -0.00388433 0.00122513 -0.00137554 0.00325644 -0.00628465 -0.00421614 -0.0113809 0.00492276 0.000464214 0.000205554 0.000806834 -0.000451178 0.000111231 0.00171726 0.00651373 0.0132022 0.00423938 0.00234937 -0.0062362 0.0190842 0.0117519 0.00137683 internal_weight=322921 95362.6 530.569 94832.1 88717.5 13711 7231.42 3878.06 1158.39 2719.66 1192.68 1526.98 670.259 408.812 165.981 522.422 471.804 75006.5 23098.3 9697.9 8838.63 13400.4 888.062 204.308 98.7969 494.743 859.275 20.1545 393.319 12512.4 internal_count=1411089 413404 2326 411078 385694 59153 31679 16149 4743 11406 5080 6326 2862 1741 711 2218 1925 326541 98103 41549 37877 56554 3687 857 410 2040 3672 129 1647 52867 is_linear=0 shrinkage=0.03 Tree=883 num_leaves=31 num_cat=0 split_feature=3 2 0 2 3 2 0 0 0 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 1 1 2 1 split_gain=1.97445 6.7723 10.1123 7.80953 8.25117 6.39009 8.07861 5.97512 5.91221 8.06384 22.1931 10.7487 40.2228 18.1945 13.2727 12.598 9.13382 24.764 33.7335 19.8251 21.0059 18.9424 15.6666 20.8984 14.9741 18.897 12.3476 11.9987 11.4043 9.86927 threshold=1.532000005245209 56232.490234375007 45.500000000000007 40737.804687500007 1.1054999828338625 99992.636718750015 43.500000000000007 42.500000000000007 41.500000000000007 18300.850585937504 15706.645507812502 9353.3178710937518 7303.1936035156259 12078.030273437502 -1.4999999999999998 7836.1462402343759 468.30728149414068 211.06961059570315 229.05034637451175 1384.018249511719 1116.587829589844 955.99880981445324 356.29209899902349 320.40057373046881 2623.7399902343755 2799.732299804688 1.0000000180025095e-35 1.0000000180025095e-35 252.50982666015628 -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 3 5 8 -5 7 -7 -3 9 10 11 12 16 -13 15 -14 17 -1 -19 20 21 -18 23 28 29 26 -26 -23 -20 -21 right_child=-2 2 -4 4 -6 6 -8 -9 -10 -11 -12 13 14 -15 -16 -17 19 18 22 24 -22 27 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0014895965667599768 -3.5661510416030516e-05 -0.0064107751971947497 -0.00040792427223963746 -0.0068290170354440502 0.0046445701939479191 -0.010853234692453912 0.0085975578947543353 -0.021948693089536109 4.3272264019220727e-05 0.0046443064847793373 -0.012336521621756415 0.0086183730324872008 -0.023965434657189422 -0.00011697465241900267 -0.013634112786272129 0.0066991294221830601 0.0052044970307477643 -0.0148372362342828 0.0092393420012242544 0.020017319347721663 0.011763854916412365 -0.01456146112992493 -0.0077450266901336927 0.030129430183750201 0.016513343666805128 0.0009727555053327991 0.003141919092680277 0.0026529056406869875 -0.0018546826864980987 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45.500000000000007 14697.978027343752 3826.821655273438 48.500000000000007 7836.1462402343759 12078.030273437502 13515.104003906252 44.500000000000007 9353.3178710937518 8931.5649414062518 12.500000000000002 41.500000000000007 -1.4999999999999998 7.5000000000000009 46.500000000000007 10798.300781250002 41.500000000000007 2.5000000000000004 41.500000000000007 45.500000000000007 468.30728149414068 310.97680664062506 284.12406921386724 684.96466064453136 1.0000000180025095e-35 42.500000000000007 305.33541870117193 674.87377929687511 decision_type=2 2 2 2 2 2 2 2 2 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 21 6 -6 9 -9 11 15 13 -12 14 -8 -11 -10 19 -19 20 -13 22 23 24 -1 26 29 28 -26 -24 right_child=-2 2 -4 -5 5 -7 7 8 16 10 12 17 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 25 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.00019448096085419959 -3.4591623335188649e-05 -0.0090326990205240598 -0.00039568502680925583 0.0011613044211497643 -0.003090156179292564 0.00049094840751981277 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858.70209691673517 70.142880976200104 12509.022601269186 394.2726821154356 105.20049203932285 28.557836011052132 31.626886978745461 leaf_count=37020 997685 783 1543 25384 15530 27474 182 2818 1641 2017 2720 998 142 1030 529 201 284 759 1068 437 1323 228438 1909 3672 289 52867 1647 447 121 131 internal_value=1.19877e-05 0.000123151 -0.0031599 0.000141489 7.12022e-05 -0.000609627 -0.00159653 -0.000305494 -0.00376934 0.00117016 -0.00133643 0.00312847 -0.00610458 -0.00400259 -0.0108674 0.00477198 0.000450546 0.00572932 0.00181004 0.0083362 0.0100426 0.000195614 0.000773405 -0.000435074 0.000106409 0.00164801 0.00626816 0.0128468 0.00414789 0.00223822 internal_weight=322910 95351.1 529.624 94821.5 88707.7 13705.6 7225.97 3875.85 1157.89 2717.95 1192.09 1525.86 669.495 407.786 164.928 522.599 471.805 1118.07 446.615 671.459 571.827 75002.1 23094 9696.23 8837.53 13397.7 888.707 203.901 98.7007 494.435 internal_count=1411089 413404 2326 411078 385694 59153 31679 16149 4743 11406 5080 6326 2862 1741 711 2218 1925 4585 1827 2758 2321 326541 98103 41549 37877 56554 3687 857 410 2040 is_linear=0 shrinkage=0.03 Tree=885 num_leaves=31 num_cat=0 split_feature=2 2 3 1 0 3 3 0 0 1 0 3 2 3 3 0 1 2 2 3 3 3 0 0 0 0 2 0 2 2 split_gain=2.35796 9.7124 20.2102 15.5832 20.5916 10.9565 20.3121 14.1563 11.5626 10.5108 9.9358 9.60118 15.9414 12.1652 9.68549 8.47908 7.26337 9.99159 6.7178 27.1408 36.8105 15.3518 15.2534 21.5491 18.6661 18.6165 11.2174 13.3798 10.4351 8.83038 threshold=327.07788085937506 346.46589660644537 1.0205000042915346 -4.4999999999999991 38.500000000000007 2.279500007629395 1.3535000085830691 44.500000000000007 37.500000000000007 -1.4999999999999998 65.500000000000014 5.4584999084472665 337.55393981933599 2.3904999494552617 2.3904999494552617 69.500000000000014 1.5000000000000002 337.55393981933599 305.33541870117193 1.247500002384186 1.469500005245209 1.1980000138282778 35.500000000000007 39.500000000000007 65.500000000000014 31.500000000000004 320.40057373046881 55.500000000000007 320.40057373046881 310.97680664062506 decision_type=2 2 2 2 2 2 2 2 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 -2 4 -4 6 7 -5 9 -8 -10 12 13 15 -14 -7 17 -9 -1 21 26 -20 25 28 29 -22 -21 -28 -24 -25 right_child=1 -3 3 5 -6 11 8 16 10 -11 -12 -13 14 -15 -16 -17 -18 -19 19 20 22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=6.6884793653112013e-05 -0.030027251102777208 -4.6695529805215025e-05 -0.023034866582481831 -0.014749171669231748 0.0098739003395564053 -0.025656890768991407 -0.012434432140806809 0.021589748888341604 0.0098282991648763404 0.0016357398463059689 -0.00053793786660705082 0.0049018386435952252 0.012816368479700217 -0.0062664072897683056 -0.0020903504425663424 -0.0014154126619161751 -0.018085823910389764 -0.0029573475549963917 -0.00093936810011877026 0.023264457066426322 0.0021337068800656414 -0.016912416785279626 -0.0068414370841698574 0.017117330052815061 -0.0030576057488598102 0.012763122621962381 -0.004201182109824478 0.032821871381299564 -0.027673464721927058 0.0042183496055451944 leaf_weight=44088.320344101638 22.914267025887966 273187.39057617955 63.536897510290146 107.96050192415714 23.420010134577751 54.398629650473595 56.396569266915321 23.99786639213562 287.55084699392319 312.88785946369171 117.10453462600708 122.94817373156548 41.624058872461319 343.90735553205013 681.56318360567093 17.057962417602539 13.263413563370703 39.46781824529171 109.77313181757927 92.783720970153809 1837.625355951488 106.87885946035385 256.77119201421738 57.875687777996063 418.94276706874371 161.31128697097301 34.610706642270088 11.773506954312323 23.632709786295891 273.42098662257195 leaf_count=189478 113 1197642 279 464 106 228 228 102 1190 1329 489 579 175 1443 2871 75 74 172 486 396 7748 459 1081 240 1806 681 149 49 99 1137 internal_value=-2.94983e-05 -6.31452e-05 -0.00199184 -0.00171338 -0.0141716 -0.00122543 0.00119219 -0.00774716 0.00332543 -0.000513036 0.00682838 -0.0030626 -0.00392266 -0.00860669 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threshold=327.07788085937506 346.46589660644537 1.0205000042915346 -4.4999999999999991 38.500000000000007 2.279500007629395 1.3535000085830691 44.500000000000007 37.500000000000007 -1.4999999999999998 65.500000000000014 5.4584999084472665 337.55393981933599 2.3904999494552617 2.3904999494552617 69.500000000000014 1.5000000000000002 337.55393981933599 28.500000000000004 25.500000000000004 305.33541870117193 1.247500002384186 1.469500005245209 1.1980000138282778 35.500000000000007 39.500000000000007 65.500000000000014 31.500000000000004 320.40057373046881 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=20 2 -2 4 -4 6 7 -5 9 -8 -10 12 13 15 -14 -7 17 -9 19 -16 -1 23 28 -22 27 -26 -27 -24 -23 -30 right_child=1 -3 3 5 -6 11 8 16 10 -11 -12 -13 14 -15 18 -17 -18 -19 -20 -21 21 22 24 -25 25 26 -28 -29 29 -31 leaf_value=6.4877961832631535e-05 -0.029468249144021873 -4.5294584759500035e-05 -0.022203977903408969 -0.014333975010922505 0.0096085659719120607 -0.024943998652393065 -0.012046699379363795 0.020895752800532928 0.0095279691486698983 0.0015863324310952049 -0.0005218305120614252 0.0047590428559521935 0.012427318142495664 -0.0060820507888943217 0.0033818981460015467 -0.0013733033882068562 -0.017701908191447978 -0.0028700636431992169 -0.00081149501427877572 -0.017428069958196298 -0.00091133294638290709 0.022627896868659268 0.002069650237864205 -0.016447149960375211 -0.008345404178695906 0.0062760211503540848 -0.002967146167899979 0.012380124498654107 -0.0040767270561757546 0.031841496071783201 leaf_weight=44088.538062110543 22.652463302016258 273187.84852814727 63.930893912911415 107.75813840329647 23.345876440405846 54.276569992303848 56.464324846863747 24.050219312310219 287.71370612084866 312.95295132696629 117.09796911478043 122.83979603648186 41.639089301228523 343.70493221282959 39.134735286235809 17.053643882274628 13.146329209208487 39.448368191719055 582.5148496478796 59.766325861215591 109.75573389232159 92.535836800932884 1837.665398798883 106.60936543345451 280.20336556434631 331.3778377622366 418.76634812355042 161.3125923126936 34.597500711679459 11.771933391690252 leaf_count=189478 113 1197642 279 464 106 228 228 102 1190 1329 489 579 175 1443 165 75 74 172 2453 253 486 396 7748 459 1180 1377 1806 681 149 49 internal_value=-2.86139e-05 -6.12514e-05 -0.00193256 -0.00166217 -0.0136944 -0.00118905 0.00115631 -0.00752693 0.00322445 -0.000497436 0.00662091 -0.00297212 -0.00380658 -0.00835526 -0.00119563 -0.0193087 0.00204336 0.00613129 -0.00202809 -0.00919365 0.000160802 0.00141034 0.00209166 -0.00856628 0.00141919 -0.001457 0.00111604 0.00290168 0.0167573 0.00504193 internal_weight=322990 275517 2329.49 2306.84 87.2768 2219.56 958.632 184.403 774.229 369.417 404.812 1260.93 1138.09 415.035 723.055 71.3302 76.6449 63.4986 681.416 98.9011 47473.1 3384.6 3168.23 216.365 3029.33 1030.35 750.144 1998.98 138.905 46.3694 internal_count=1411368 1207559 9917 9804 385 9419 4048 812 3236 1557 1679 5371 4792 1746 3046 303 348 274 2871 418 203809 14331 13386 945 12792 4363 3183 8429 594 198 is_linear=0 shrinkage=0.03 Tree=887 num_leaves=31 num_cat=0 split_feature=2 2 3 1 3 3 0 0 1 3 2 3 0 0 0 0 1 0 2 0 3 2 3 3 3 0 0 0 0 2 split_gain=2.08751 8.60386 18.3779 13.7009 10.8143 17.4713 13.5729 12.4768 11.3218 9.3182 12.9652 11.1828 8.91783 8.38478 11.0197 6.90365 6.78337 8.31702 9.83533 14.3212 6.42159 5.95031 24.0761 32.7496 13.7025 13.5039 19.1042 16.5201 16.4827 10.3106 threshold=327.07788085937506 346.46589660644537 1.0205000042915346 -6.4999999999999991 2.279500007629395 1.3535000085830691 44.500000000000007 37.500000000000007 -1.4999999999999998 5.4584999084472665 337.55393981933599 2.3904999494552617 65.500000000000014 28.500000000000004 25.500000000000004 69.500000000000014 1.5000000000000002 55.500000000000007 337.55393981933599 50.500000000000007 2.3904999494552617 305.33541870117193 1.247500002384186 1.469500005245209 1.1980000138282778 35.500000000000007 39.500000000000007 65.500000000000014 31.500000000000004 310.97680664062506 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 2 -2 -4 5 6 -5 8 -7 10 11 15 -9 14 -12 -6 17 18 -8 -20 -15 -1 24 29 -23 28 -27 -28 -25 -24 right_child=1 -3 3 4 9 7 16 12 -10 -11 13 -13 -14 20 -16 -17 -18 -19 19 -21 -22 22 23 25 -26 26 27 -29 -30 -31 leaf_value=6.2931265818973506e-05 -0.028923089077198871 -4.3935650132006524e-05 -0.016876572612556692 -0.014064881228856553 -0.024039882514249645 -0.012008496096367952 0.02033310491295932 0.0094620050750338185 0.0015384278597953978 0.0047333388277004725 0.0027513782219728933 -0.0058892990219268932 -0.00031325179479735029 0.010973975508337572 -0.0176516000650732 -0.0023135747589209279 -0.017324782031563204 0.024105689915395773 0.0077396067526781537 -0.03269506705774549 -0.0010548232549608108 -0.00088413134926800278 0.025869162539413026 0.0020075209048304606 -0.015995505025303131 -0.0081000787568855145 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threshold=327.07788085937506 346.46589660644537 1.0205000042915346 -4.4999999999999991 38.500000000000007 2.279500007629395 1.3535000085830691 44.500000000000007 37.500000000000007 -1.4999999999999998 65.500000000000014 5.4584999084472665 337.55393981933599 2.3904999494552617 2.3904999494552617 69.500000000000014 1.5000000000000002 337.55393981933599 28.500000000000004 25.500000000000004 31.500000000000004 1.0000000180025095e-35 305.33541870117193 1.247500002384186 1.469500005245209 1.1980000138282778 35.500000000000007 39.500000000000007 65.500000000000014 31.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=22 2 -2 4 -4 6 7 -5 9 -8 -10 12 13 15 -14 -7 17 -9 19 -16 21 -11 -1 25 -25 -24 29 -28 -29 -26 right_child=1 -3 3 5 -6 11 8 16 10 20 -12 -13 14 -15 18 -17 -18 -19 -20 -21 -22 -23 23 24 26 -27 27 28 -30 -31 leaf_value=6.1043044109492336e-05 -0.028390918308776568 -4.2617493130723771e-05 -0.020960585078973505 -0.013536035370077653 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282.58346822857857 12.123306229710577 109.72237759828568 138.32447110116482 1837.7319122031331 106.05716014653444 279.85713475942612 331.58756323158741 418.42459718883038 161.28347635269165 leaf_count=189478 113 1197642 279 464 106 228 228 102 1190 74 489 579 175 1443 165 75 74 172 2453 253 1199 56 486 594 7748 459 1180 1377 1806 681 internal_value=-2.69242e-05 -5.7633e-05 -0.00181952 -0.00156453 -0.0128578 -0.00111725 0.00108548 -0.00710766 0.00302921 -0.000466138 0.00621892 -0.00279336 -0.00357799 -0.00787486 -0.00111459 -0.0182403 0.00191737 0.00575423 -0.0018996 -0.00865079 0.00149198 0.0138542 0.000151303 0.00132762 0.00196872 -0.0080825 0.00133548 -0.0013716 0.00105022 0.00273014 internal_weight=322989 275517 2328.23 2306.1 87.8542 2218.24 958.538 183.798 774.74 369.66 405.08 1259.71 1137.08 414.345 722.734 71.0429 76.4571 63.5388 681.075 98.682 313.076 30.4928 47471.9 3382.99 3167.21 215.78 3028.88 1029.87 750.012 1999.02 internal_count=1411368 1207559 9917 9804 385 9419 4048 812 3236 1557 1679 5371 4792 1746 3046 303 348 274 2871 418 1329 130 203809 14331 13386 945 12792 4363 3183 8429 is_linear=0 shrinkage=0.03 Tree=889 num_leaves=31 num_cat=0 split_feature=2 2 3 1 3 3 0 0 1 3 2 3 0 0 0 0 1 0 2 0 3 0 1 2 3 3 3 0 0 0 split_gain=1.8481 7.62378 16.7179 12.1742 9.60721 15.5151 12.0921 11.0367 9.94149 8.27794 11.4856 9.99049 7.88765 7.4699 9.81269 6.14879 6.07915 7.72514 8.80229 13.5429 5.67852 5.41711 14.0008 5.27048 21.3586 29.1164 12.2339 11.9554 16.9352 14.6206 threshold=327.07788085937506 346.46589660644537 1.0205000042915346 -6.4999999999999991 2.279500007629395 1.3535000085830691 44.500000000000007 37.500000000000007 -1.4999999999999998 5.4584999084472665 337.55393981933599 2.3904999494552617 65.500000000000014 28.500000000000004 25.500000000000004 69.500000000000014 1.5000000000000002 55.500000000000007 337.55393981933599 50.500000000000007 2.3904999494552617 31.500000000000004 1.0000000180025095e-35 305.33541870117193 1.247500002384186 1.469500005245209 1.1980000138282778 35.500000000000007 39.500000000000007 65.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=23 2 -2 -4 5 6 -5 8 -7 10 11 15 -9 14 -12 -6 17 18 -8 -20 -15 22 -10 -1 26 -26 -25 -27 -29 -30 right_child=1 -3 3 4 9 7 16 12 21 -11 13 -13 -14 20 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 27 -28 28 29 -31 leaf_value=5.9211524202546855e-05 -0.027870962342755743 -4.1338941441622789e-05 -0.015843180528081081 -0.013292088041634374 -0.022734370433667734 -0.011234248720275607 0.019026916565802937 0.008902478947231408 0.030015138972962336 0.0044699781231039267 0.0025769773718481411 -0.0055425867910069435 -0.00029017466226513588 0.010316190325049657 -0.01669007977334775 -0.0022123082525091812 -0.016590256673804288 0.023105390961680856 0.0075734296333161769 -0.031792455734972615 -0.00099326160172353434 0.00015326102607183387 -0.011591239616304479 -0.00083212889299746624 0.015378182156896632 0.0026482404544156306 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threshold=1.1054999828338625 1896.9642333984377 2134.5515136718755 1116.587829589844 833.09243774414074 525.85342407226574 503.44865417480474 1.0619999766349795 49.500000000000007 715.63015747070324 1.0619999766349795 7.5000000000000009 2490.8103027343755 9801.5458984375018 1.5000000000000002 10798.300781250002 13196.084960937502 911.27563476562511 518.40026855468761 1.0205000042915346 16.500000000000004 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0619999766349795 540.01754760742199 586.15780639648449 46.500000000000007 -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 3 29 4 5 6 28 8 -8 24 14 -4 -13 27 17 -15 -17 -6 -9 -16 -18 22 -12 -24 -7 -26 -27 -14 -1 -3 right_child=-2 2 11 -5 10 9 7 18 -10 -11 21 12 13 15 19 16 20 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.0023367476817684348 1.2148115785558175e-05 -0.0044747795624803972 -0.00048168192268445605 0.0030360763575487458 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19.423061534762383 18.790670171380043 94.088246539235115 55.195630960166454 27.848997548222542 15.886200830340384 42.959432929754257 15.923719733953474 7047.3192075043917 15.342950776219366 leaf_count=3752 1289006 4452 67631 7703 175 489 71 482 67 880 467 794 2052 127 98 88 139 692 111 237 83 154 517 353 125 68 188 74 30395 64 internal_value=-1.5251e-05 -0.000313378 -0.000611285 0.000139931 -0.000447082 1.77293e-05 -0.00028417 -0.0107517 0.00683544 0.00604841 -0.0079465 -0.000318339 0.00340771 0.000788169 -0.0126411 0.0100713 0.00460078 -0.0160237 -0.0148572 -0.00211576 0.0107126 -0.00382188 -0.00257046 0.00150574 0.0111004 0.00501785 0.0109737 -0.00201988 -7.87542e-05 -0.00473675 internal_weight=322983 27185 16404.4 10780.6 8963.79 8440.65 8038.25 154.708 29.2798 402.399 523.147 15316.7 643.256 448.775 244.67 104.223 74.0031 185.162 125.428 59.508 53.3596 278.477 259.687 149.284 202.319 86.6946 58.8456 344.552 7883.54 1087.63 internal_count=1411534 122528 75504 47024 39321 36628 34878 731 138 1750 2693 70988 3357 2563 1202 437 310 867 593 335 222 1491 1337 870 870 381 256 2126 34147 4516 is_linear=0 shrinkage=0.03 Tree=891 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 2 1 2 2 2 1 2 1 0 2 1 2 1 2 1 2 2 2 0 0 1 0 split_gain=2.75887 3.99075 6.20249 10.1036 25.7135 25.3481 24.2655 18.9451 11.9175 10.7846 9.56106 7.04669 13.3585 12.3478 10.8863 19.8766 9.69118 9.40428 11.006 14.5995 10.5185 25.4652 14.873 23.9188 10.8778 9.86542 9.83818 7.82504 7.68739 7.57936 threshold=1.1054999828338625 1.0619999766349795 149.77716064453128 503.44865417480474 415.59368896484381 540.01754760742199 563.99078369140636 361.94923400878912 320.40057373046881 -1.4999999999999998 284.12406921386724 4165.5986328125009 3473.4255371093755 12.500000000000002 4814.8464355468759 1.0000000180025095e-35 51.500000000000007 2533.3342285156255 3.5000000000000004 1087.538757324219 1.5000000000000002 2580.519653320313 1.0000000180025095e-35 3008.5642089843755 2799.732299804688 2748.945678710938 51.500000000000007 51.500000000000007 5.5000000000000009 51.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 7 -5 -7 8 10 -6 -4 12 17 -14 15 -13 -16 18 -8 -20 22 29 23 -19 -24 26 28 -26 -23 -22 right_child=-2 2 3 5 9 6 11 -9 -10 -11 -12 14 13 -15 16 -17 -18 20 19 -21 21 25 24 -25 27 -27 -28 -29 -30 -31 leaf_value=-1.4037587012695398e-05 1.178367064961734e-05 -0.0033550261212581616 0.0007309572129384096 -0.013180223516824966 -0.0053015760717635392 0.044833487044700387 -0.0016920060083751175 -0.017860092935852986 0.017469056838524292 0.017012467088544293 -0.018107374677969093 0.019163251235708448 -0.0033650554479921968 0.017651235244483195 -0.0022067641475638834 -0.0020246414790748377 0.0021533353329400901 -0.0033741227371946719 -0.013619239230640599 0.0061856833290560792 0.032372128349512058 -0.024749033963049134 0.016158431182976607 0.022485227566916517 0.012068969428978201 -0.028156530353078205 0.0087248440595971127 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0.000628683 0.00814249 -2.49716e-05 -0.000136383 -0.000895012 0.00405239 0.00354617 -0.00410363 0.00593741 0.000994712 0.0128063 -0.0124932 -0.00615287 -0.00489516 -0.0155041 0.0180623 internal_weight=322980 27182 10571.7 9803.26 2237.37 7565.89 7413.22 2092.49 2042.4 144.881 2004.45 7402.76 5407.89 2378.26 1994.87 159.652 1835.21 3029.63 2512.12 348.539 517.513 123.244 394.269 229.282 164.987 89.4054 63.6435 26.2693 39.0802 33.8388 internal_count=1411534 122528 47759 44395 9803 34592 33874 9191 8929 612 8751 33830 25138 12144 8692 764 7928 12994 10832 1550 2162 526 1636 961 675 388 259 114 158 138 is_linear=0 shrinkage=0.03 Tree=892 num_leaves=31 num_cat=0 split_feature=3 2 2 2 2 2 2 3 0 3 2 1 2 2 1 2 2 2 2 0 1 1 1 1 3 2 1 1 0 1 split_gain=2.59665 3.82808 20.7644 19.1575 32.4453 16.1213 17.1172 11.3462 20.9171 10.8527 10.7997 9.49736 10.536 12.3015 9.16812 8.00022 7.53661 7.46688 7.3935 7.27768 6.93678 6.28603 6.14211 7.78832 5.85615 6.36318 5.77212 5.74837 5.64422 5.5527 threshold=1.1054999828338625 1896.9642333984377 2134.5515136718755 1116.587829589844 833.09243774414074 525.85342407226574 503.44865417480474 1.0619999766349795 49.500000000000007 1.0619999766349795 715.63015747070324 7.5000000000000009 2490.8103027343755 9801.5458984375018 1.5000000000000002 10798.300781250002 911.27563476562511 13196.084960937502 518.40026855468761 50.500000000000007 10.500000000000002 5.5000000000000009 1.0000000180025095e-35 1.5000000000000002 1.0619999766349795 540.01754760742199 46.500000000000007 -2.4999999999999996 49.500000000000007 -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 3 -3 4 5 6 27 8 -8 14 24 -4 -13 26 16 -15 28 -17 -9 -16 -19 22 -11 -24 -7 -26 -14 -1 -6 -5 right_child=-2 2 11 29 9 10 7 18 -10 21 -12 12 13 15 19 17 -18 20 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 leaf_value=0.0022757693607445891 1.1430167822650285e-05 -0.0045885708725305618 -0.00045550707190576559 0.0094667560794681627 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18.354355096817017 94.327209860086441 54.811426691710949 27.72349040210247 58.929871216416359 15.864314183592795 7046.6532136723399 17.310827285051346 1706.1213441193104 leaf_count=3752 1289006 4516 67631 594 101 489 71 482 67 467 880 794 2052 127 257 88 692 79 111 78 143 154 517 353 125 256 74 30395 74 7109 internal_value=-1.4354e-05 -0.000294984 -0.000583589 0.00014426 -0.000425316 2.34972e-05 -0.000269911 -0.0101923 0.00666934 -0.00768695 0.00588383 -0.000299088 0.00326938 0.000740684 -0.0123058 0.00977047 -0.0156077 0.00446197 -0.014138 -0.00205623 0.0103857 -0.00363216 -0.00243151 0.00153744 0.0107716 0.0048751 -0.00199276 -7.67017e-05 -0.0275925 0.00295327 internal_weight=322975 27177.8 16401.3 10776.5 8959.73 8438.2 8035.87 153.487 29.1058 521.532 402.33 15313.5 643.058 448.55 243.809 104.231 184.403 74.0306 124.381 59.4064 53.3915 277.723 259.368 149.139 202.289 86.6534 344.32 7882.38 37.5956 1816.74 internal_count=1411534 122528 75504 47024 39321 36628 34878 731 138 2693 1750 70988 3357 2563 1202 437 867 310 593 335 222 1491 1337 870 870 381 2126 34147 175 7703 is_linear=0 shrinkage=0.03 Tree=893 num_leaves=31 num_cat=0 split_feature=3 3 2 2 2 2 2 2 1 2 2 1 2 2 1 2 2 2 1 2 1 2 2 2 0 1 2 2 2 2 split_gain=2.44379 3.68372 5.88459 9.38471 24.153 22.7228 17.9348 11.1781 10.1653 9.04753 7.11174 6.61403 9.0437 8.9775 6.52834 6.47913 10.1488 8.4592 9.87014 24.032 14.0335 22.5279 10.2542 9.50131 9.24997 8.44708 16.6951 10.5909 8.13827 7.58783 threshold=1.1054999828338625 1.0619999766349795 149.77716064453128 503.44865417480474 415.59368896484381 525.85342407226574 361.94923400878912 320.40057373046881 -1.4999999999999998 284.12406921386724 518.40026855468761 1.0000000180025095e-35 135.80005645751956 113.878231048584 2.5000000000000004 6964.4814453125009 3473.4255371093755 2533.3342285156255 1.5000000000000002 2580.519653320313 1.0000000180025095e-35 3008.5642089843755 2799.732299804688 2748.945678710938 51.500000000000007 3.5000000000000004 1045.9146118164065 755.62243652343761 8007.5161132812509 799.78054809570324 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 11 4 6 10 7 9 -6 -4 -5 12 -3 -13 -15 16 17 25 20 -20 21 -19 -22 24 -21 27 -27 -7 -17 -29 right_child=-2 2 3 5 8 15 -8 -9 -10 -11 -12 13 -14 14 -16 28 -18 18 19 23 22 -23 -24 -25 -26 26 -28 29 -30 -31 leaf_value=-7.5964239113072534e-06 1.1087231468482496e-05 -0.0071422470422889458 0.00071135342399761075 -0.010472826098641369 -0.0051696892687638088 0.0083560268391367053 -0.017438125985193932 0.016895096125712428 0.016482956128804904 -0.017667540073577997 -0.029422624742846609 0.00086068232485930068 0.0031429261113378013 -0.0063546380640493944 -0.01729774201107594 0.007316524868775146 -0.0025010087015917798 -0.0032571417628191341 0.017597047346382996 -0.014988997424403443 0.015713972652291026 0.021849588825811166 -0.0047430647954305868 -0.027616782116425712 0.0085064759719530036 -0.01538547651929436 0.0058028806054083518 -0.016288959884264837 0.00018783291422479095 -0.001657489937381508 leaf_weight=16608.739714413881 295797.60533624538 114.1749863922596 1979.8134774640203 102.23872893303633 23.233343198895454 95.030124396085739 49.743982598185539 38.08021342009306 121.88471598923206 24.403631709516048 21.5877545773983 126.83127543330193 235.94626851379871 228.66789638996124 62.467509791254997 162.93336818367243 2958.2269005179405 190.66599041223526 33.750784695148468 39.1246547549963 138.48597104847431 38.692159503698349 26.229437902569771 25.459126949310303 24.538869589567184 37.435145691037178 315.87127439677715 32.399048760533333 1248.9162788912654 2068.9818026125431 leaf_count=74769 1289006 480 8614 482 100 406 262 178 512 137 111 546 958 1006 374 695 14927 803 138 158 561 158 114 129 101 274 1308 146 5214 8867 internal_value=-1.39251e-05 -0.000286187 -0.000724113 -0.000525882 0.00118098 -0.00103094 0.000359994 0.0007935 0.0130164 0.000487569 -0.0137765 -0.00325274 -0.000211082 -0.00580067 -0.00870265 -0.000818717 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1896.9642333984377 2134.5515136718755 1116.587829589844 833.09243774414074 525.85342407226574 482.89285278320318 401.18936157226568 394.01574707031256 1.0619999766349795 715.63015747070324 1.0619999766349795 503.44865417480474 503.44865417480474 49.500000000000007 50.500000000000007 -1.4999999999999998 7.5000000000000009 2661.5908203125005 9801.5458984375018 1.5000000000000002 46.500000000000007 10798.300781250002 3618.2971191406255 252.50982666015628 1.0000000180025095e-35 51.500000000000007 279.21791076660162 374.68469238281256 327.07788085937506 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 4 5 6 7 8 24 20 -7 13 -13 -8 -15 -9 -17 -4 -19 21 -6 23 -21 -20 -1 26 29 -28 -27 -26 right_child=-2 2 17 -5 9 10 11 15 -10 -11 -12 12 -14 14 -16 16 -18 18 19 22 -22 -23 -24 -25 25 28 27 -29 -30 -31 leaf_value=0.00010067886568427944 1.0754635696176856e-05 -0.0044445068688197583 -0.0004317727934766774 0.0028735658938172505 -0.015200335972330867 0.010371798156671941 -0.017411190000273719 0.0029198451749277597 -0.028745837551377208 -0.0034539175931636635 0.00098919086618530776 0.010659121679037825 -0.013423983607435254 -0.021728357765343501 0.028305708441411184 -0.0076536783940050826 0.019796813717575103 0.0079082094862206603 -0.019724501466394897 0.022117266514932857 -0.001996195077663139 -0.029328661481366335 0.0043241997471292577 -0.00066975282314961436 0.0048971149481233742 -0.011608934093191602 -0.0084588978644585498 0.030180755531472165 0.021133037760584675 -0.012315016885988959 leaf_weight=6876.3981546387076 295797.5267260496 1088.0268010497093 14668.211781401187 1816.2793333083391 183.67427864670753 202.27290621399879 108.69982229173183 208.26655466854572 22.337959848344326 277.01859764754772 199.92731727659702 100.26669099926949 123.27745187282562 12.602672770619394 16.325555816292763 20.258340105414391 75.247350707650185 242.79126012325287 19.621210873126984 30.175562158226967 59.372658342123032 10.546439632773398 74.053338721394539 265.43954864144325 105.67314657568932 242.75186418741941 12.579032123088835 36.528197094798088 12.797442749142645 58.868379175662994 leaf_count=29514 1289006 4516 67631 7703 867 870 487 888 122 1491 880 423 593 71 67 87 307 993 105 127 335 51 310 1771 433 1367 51 153 73 242 internal_value=-1.35099e-05 -0.000277673 -0.000557083 0.000147711 -0.000405146 2.83443e-05 -0.000256024 3.04793e-05 -0.000231935 -0.00743604 0.00570785 -0.00634169 -0.00262194 -0.0123835 0.00650821 0.00639529 0.0139741 -0.000280832 0.00316444 0.000283896 -0.0119748 -0.002957 0.00947551 -0.00198132 -0.000145225 -0.0037491 0.00369098 0.020283 -0.00996928 -0.00126091 internal_weight=322968 27170.3 16398.9 10771.4 8955.14 8435.08 8032.88 7671.71 7367.93 520.066 402.2 361.172 223.544 137.628 28.9282 303.772 95.5057 15310.8 642.627 399.836 243.047 295.607 104.229 285.061 7345.6 469.198 213.649 49.1072 255.549 164.542 internal_count=1411534 122528 75504 47024 39321 36628 34878 33237 31955 2693 1750 1641 1016 625 138 1282 394 70988 3357 2364 1202 1927 437 1876 31833 2319 879 204 1440 675 is_linear=0 shrinkage=0.03 Tree=895 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 1 0 2 1 0 2 0 1 2 0 0 0 2 1 2 0 2 2 0 2 2 2 2 2 1 split_gain=3.03245 9.8089 17.6517 32.8293 17.8971 15.2074 14.6419 28.2349 23.6688 16.72 15.0746 13.3268 13.2738 12.1078 13.3458 18.4283 11.4776 11.4766 10.6965 10.2584 10.1806 13.6989 9.78084 19.3527 9.69918 9.67287 18.4562 12.3596 9.46948 8.97411 threshold=-4.4999999999999991 50.500000000000007 1846.5046997070315 4432.1855468750009 44.500000000000007 -17.499999999999996 37.500000000000007 8007.5161132812509 -12.499999999999998 43.500000000000007 20021.907226562504 27.500000000000004 -8.4999999999999982 1116.587829589844 11.500000000000002 14.500000000000002 19.500000000000004 54479.306640625007 -9.4999999999999982 8374.6435546875018 33.500000000000007 1384.018249511719 15354.050781250002 28.500000000000004 5009.0314941406259 164.59277343750003 1116.587829589844 1193.5148925781252 61458.453125000007 -27.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 -1 10 8 -8 -10 12 28 16 14 -7 -16 18 -9 29 -18 21 -15 -21 -24 -11 -3 -27 -28 -12 -5 right_child=-2 25 3 6 -6 13 7 17 9 24 11 -13 -14 20 15 -17 19 -19 -20 22 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.0055983747677600375 1.3790158526669027e-06 -0.0076821241081951753 0.0040137066439635636 -0.0022237595811261846 0.003525519153534658 -0.026612708945361194 0.021115809745920151 0.00080684046595581502 -0.019668903885955928 -0.020408046506549701 -0.0036139761869757488 0.0043215344514748594 0.0041735696983256293 -0.011583335996107488 0.010174247392683874 -0.002201493911840395 0.0012958899637346211 -0.027633564130533531 -0.0090057267651961655 -0.0084729322635859108 -0.015292362659434917 0.0022092063725202837 -0.00893206907202913 0.016043070384429179 0.0030545118293646991 0.003216219405662689 -0.032830405202365395 -0.0019593542921218462 0.000491969427601687 0.0077698139773771258 leaf_weight=220.29478482529521 307234.63067841687 188.00678583979607 3083.4872573057655 108.07238663197495 647.5149843916297 19.354760805144906 18.498675987124443 586.82978756725788 162.1267949193716 21.450541213154793 1181.1955685229041 370.61691344156861 1546.0996566754766 124.49713858310133 113.83894516527653 2221.2464511021972 387.3853750154376 13.053818747401236 53.206845062319189 289.12679758667946 110.01225554943085 135.18086829036474 64.296845585107803 49.360012583434582 60.812702834606171 801.15009555220604 11.737087786197661 2102.5052673630416 883.74791506130714 321.30278580007143 leaf_count=1287 1331854 862 16524 824 3137 122 78 2490 663 88 6205 1502 7527 621 592 10056 2071 54 271 1289 546 661 260 202 250 3686 52 10017 6428 1867 internal_value=2.22834e-05 0.000426319 0.000793371 0.00148966 -0.00099016 -0.00198321 0.000217365 -0.00340472 -0.0116028 -0.0140794 0.00081211 -0.000916587 0.00230575 -0.00259632 -0.00180379 -0.00159816 3.67777e-05 0.000187961 0.00368221 -0.00218961 -0.00764369 -0.00440334 -0.00554186 0.00191438 -0.00306346 -0.00108671 -0.00066139 -0.00213073 -0.00185673 0.00525446 internal_weight=323131 15896 12792.6 9200.67 3591.94 2944.43 6117.18 862.772 262.889 244.39 5254.41 2435.56 2818.85 2724.13 2354.44 2335.09 1272.75 599.884 482.582 790.169 369.69 259.678 402.784 113.657 82.2632 3103.4 2915.39 2114.24 2064.94 429.375 internal_count=1412086 80232 65615 48593 17022 13885 32069 3623 1079 1001 28446 14135 14311 12598 10770 10648 6784 2544 2962 3822 1828 1282 1751 462 338 14617 13755 10069 12633 2691 is_linear=0 shrinkage=0.03 Tree=896 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 1 0 2 1 0 2 0 1 2 0 0 0 2 1 2 0 2 2 0 2 2 2 2 2 1 split_gain=2.85583 9.23197 16.6211 30.967 16.8431 14.3202 13.7846 26.6142 22.3144 15.8 14.2001 12.5378 12.517 11.3286 12.3397 17.3958 10.8116 10.7886 10.0661 9.63675 9.46554 12.8114 9.17345 18.2345 9.1164 9.07357 17.3675 11.5015 8.8997 8.49124 threshold=-4.4999999999999991 50.500000000000007 1846.5046997070315 4432.1855468750009 44.500000000000007 -17.499999999999996 37.500000000000007 8007.5161132812509 -12.499999999999998 43.500000000000007 20021.907226562504 27.500000000000004 -8.4999999999999982 1116.587829589844 11.500000000000002 14.500000000000002 19.500000000000004 54479.306640625007 -9.4999999999999982 8374.6435546875018 33.500000000000007 1384.018249511719 15354.050781250002 28.500000000000004 5009.0314941406259 164.59277343750003 1116.587829589844 1193.5148925781252 61458.453125000007 -27.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -4 5 -1 10 8 -8 -10 12 28 16 14 -7 -16 18 -9 29 -18 21 -15 -21 -24 -11 -3 -27 -28 -12 -5 right_child=-2 25 3 6 -6 13 7 17 9 24 11 -13 -14 20 15 -17 19 -19 -20 22 -22 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=0.0054468208637726626 1.3376430414816194e-06 -0.0074333027393039481 0.0039006706830381531 -0.0021540310377196844 0.0034243827597232553 -0.025424673013664745 0.020559389916721835 0.00078275513491775969 -0.019117174742769898 -0.019775311979573204 -0.0035026860667316767 0.0041924960234133724 0.0040550694062988779 -0.011178969492468147 0.0099176673954195979 -0.0021339146197886698 0.0012577841420773773 -0.02677976319686981 -0.0087018396329965227 -0.0082010344401648744 -0.014735132842780321 0.0021449435649248142 -0.0086655241473754894 0.015590677875764942 0.0029630672259674351 0.0031230984267028128 -0.031538466352853678 -0.0018992311394273058 0.00047727057811733364 0.0075667593070878475 leaf_weight=219.64166782051325 307234.62967066531 188.46400129795074 3077.7457566070952 108.22139069018885 646.65297478437424 19.646803708747029 18.430388316512108 586.7412214204669 161.806530803442 21.472420915961266 1182.1489152396098 370.56400642544031 1543.581416325178 125.12074100691825 113.28901244699955 2222.8193571567535 387.15152510255575 13.065709114074705 53.409841243177652 289.74160570651293 110.73606666922569 135.05591960251331 64.286484509706497 49.269893474876881 60.808845698833466 800.29988044500351 11.849579527974127 2103.9688062518835 883.63813569222111 320.04656994552352 leaf_count=1287 1331854 862 16524 824 3137 122 78 2490 663 88 6205 1502 7527 621 592 10056 2071 54 271 1289 546 661 260 202 250 3686 52 10017 6428 1867 internal_value=2.16203e-05 0.000413796 0.000770133 0.0014464 -0.000960006 -0.00192229 0.000211012 -0.00330436 -0.0112709 -0.0136743 0.000788194 -0.000888777 0.00223923 -0.00251589 -0.00174859 -0.00154948 3.59134e-05 0.000182356 0.00357882 -0.00212304 -0.00738919 -0.00426262 -0.0053685 0.00185877 -0.00297082 -0.00105365 -0.000641341 -0.00206522 -0.00180026 0.00511036 internal_weight=323124 15889.7 12785.1 9192.13 3592.96 2946.31 6114.38 862.325 262.518 244.088 5252.06 2436.35 2815.71 2726.67 2355.76 2336.11 1272.13 599.807 481.678 790.45 370.913 260.177 403.298 113.556 82.2813 3104.58 2916.12 2115.82 2065.79 428.268 internal_count=1412086 80232 65615 48593 17022 13885 32069 3623 1079 1001 28446 14135 14311 12598 10770 10648 6784 2544 2962 3822 1828 1282 1751 462 338 14617 13755 10069 12633 2691 is_linear=0 shrinkage=0.03 Tree=897 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 1 0 2 1 0 2 0 2 0 2 0 0 2 2 2 2 2 2 0 0 0 0 1 0 2 split_gain=2.68944 8.68898 15.6505 29.2083 16.0752 13.4207 12.9778 25.0897 21.0397 14.9334 13.6754 10.7472 10.6167 13.0898 11.9846 11.1801 17.2187 10.5243 10.1454 8.57055 8.51249 16.3431 10.7133 8.34116 8.12615 8.04065 9.02817 7.95502 9.75561 17.1846 threshold=-4.4999999999999991 50.500000000000007 1846.5046997070315 4432.1855468750009 41.500000000000007 -17.499999999999996 37.500000000000007 8007.5161132812509 -12.499999999999998 43.500000000000007 6514.3598632812509 11.500000000000002 1116.587829589844 33.500000000000007 1384.018249511719 11.500000000000002 14.500000000000002 5009.0314941406259 54479.306640625007 5009.0314941406259 164.59277343750003 1116.587829589844 1193.5148925781252 7.5000000000000009 13.500000000000002 32.500000000000007 25.500000000000004 -13.499999999999998 31.500000000000004 3008.5642089843755 decision_type=2 2 2 2 2 2 2 2 2 2 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 27 5 -1 10 8 -8 -10 11 -5 15 14 24 23 -17 25 -9 -11 -3 -22 -23 -7 -14 26 -13 28 -4 -30 right_child=-2 20 3 6 -6 12 7 18 9 19 -12 17 13 -15 -16 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.005114880259914069 1.2975375765180581e-06 -0.0071932902053461504 0.00501243994432218 0.018848348513303907 0.0024121589618948044 -0.00086492774105197687 0.020019627674235464 0.00075938572783222494 -0.018583206446263698 -0.019166427219109564 0.00015127428059217787 -0.012391852241042771 -0.019252016707758432 -0.017245998532671381 0.002082497042527992 0.0096667327503503625 -0.0023919684763457614 0.0062233297609610872 -0.025961842261311811 0.0028743667477362286 0.0030325918637979926 -0.03032300100021542 -0.0018409956769639096 -0.040380066867752029 -0.0039155513211677206 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0.00458518 -0.00276556 -0.00757188 -0.00412677 -0.0019477 -0.0017311 0.0036519 0.000176915 -0.00288117 -0.00102161 -0.000621909 -0.00200179 -0.0243115 -0.0107912 -0.00174919 0.0013149 0.00379064 6.26259e-06 -0.00407291 internal_weight=323118 15883.4 12777.7 9183.74 3593.92 2642.16 6111.59 861.85 262.122 243.762 5249.74 726.621 2430.74 353.476 260.654 2077.27 2057.34 681.996 599.728 82.2945 3105.71 2916.81 2117.34 19.9256 125.719 219.969 171.131 3072.16 429.951 236.91 internal_count=1412086 80232 65615 48593 17022 12468 32069 3623 1079 1001 28446 3768 11227 1733 1282 9494 9372 3510 2544 338 14617 13755 10069 122 621 1159 896 16524 2739 1454 is_linear=0 shrinkage=0.03 Tree=898 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 1 0 2 1 0 2 0 1 0 2 0 2 0 0 2 1 2 2 0 2 2 1 2 2 2 split_gain=2.53279 8.17783 14.7352 27.5486 15.1213 12.6329 12.2181 23.6553 19.8397 14.1167 13.0834 11.7958 11.6962 10.239 9.93244 12.1702 11.2111 10.3746 16.2487 9.54378 9.48319 8.88698 8.60523 17.182 8.36481 8.05904 8.01894 10.0934 7.98706 15.5538 threshold=-4.4999999999999991 50.500000000000007 1846.5046997070315 4432.1855468750009 41.500000000000007 -17.499999999999996 37.500000000000007 8007.5161132812509 -12.499999999999998 43.500000000000007 20021.907226562504 27.500000000000004 -8.4999999999999982 19.500000000000004 1116.587829589844 33.500000000000007 1384.018249511719 11.500000000000002 14.500000000000002 54479.306640625007 -9.4999999999999982 8374.6435546875018 15354.050781250002 28.500000000000004 61458.453125000007 5009.0314941406259 -27.499999999999996 16437.536132812504 164.59277343750003 1896.9642333984377 decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 10 8 -8 -10 12 24 13 20 17 16 -16 -7 -19 -9 26 -15 -23 -24 -12 -11 27 -5 -3 -30 right_child=-2 28 3 6 -6 14 7 19 9 25 11 -13 -14 21 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0049751755356137878 1.2585960357222169e-06 -0.006961717829414734 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1946.0748817250133 13.075783833861349 53.589100825600326 290.31854942440987 64.274293318390846 49.175698563456535 883.49780488939723 60.800745785236359 318.69418718595989 31.595851817633957 955.81708427518606 1961.6528435610235 leaf_count=1241 1331854 862 16524 614 4554 122 78 2490 663 88 6205 1502 7527 2071 621 451 661 592 8780 54 271 1289 260 202 6428 250 1867 210 4421 9334 internal_value=2.03529e-05 0.000389826 0.000725632 0.00136344 -0.000902459 -0.00206934 0.000198815 -0.00311274 -0.0106383 -0.0129025 0.000742337 -0.000866389 0.00213705 6.84351e-06 -0.00267979 -0.00732031 -0.00399507 -0.00188806 -0.00167832 0.000171635 0.00345976 -0.00209304 -0.00520569 0.00180033 -0.00175015 -0.00279438 0.00495257 -0.00209831 -0.000990563 -0.000603075 internal_weight=323112 15877.8 12771 9176.22 3594.83 2643.91 6109.37 861.352 261.704 243.415 5248.02 2437.03 2810.98 1270.93 2433.07 354.611 261.132 2078.46 2058.3 599.647 480.622 790.306 403.769 113.45 2066.53 82.3034 427.033 108.339 3106.79 2917.47 internal_count=1412086 80232 65615 48593 17022 12468 32069 3623 1079 1001 28446 14135 14311 6784 11227 1733 1282 9494 9372 2544 2962 3822 1751 462 12633 338 2691 824 14617 13755 is_linear=0 shrinkage=0.03 Tree=899 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 1 0 2 1 0 2 0 2 2 0 0 2 2 0 0 1 1 1 0 2 2 0 2 1 1 split_gain=2.38518 7.697 13.8745 25.9803 14.4167 12.0565 11.5036 22.3051 18.7096 13.3465 12.4395 10.2269 9.95624 9.25047 9.81423 14.673 8.98049 7.93828 7.88838 9.42957 13.8337 17.2533 9.0991 10.2102 16.1085 7.98181 7.90307 12.4569 7.78821 7.69869 threshold=-4.4999999999999991 50.500000000000007 1846.5046997070315 4432.1855468750009 44.500000000000007 -17.499999999999996 37.500000000000007 8007.5161132812509 -12.499999999999998 43.500000000000007 6514.3598632812509 11.500000000000002 5009.0314941406259 1116.587829589844 11.500000000000002 14.500000000000002 54479.306640625007 5009.0314941406259 3.5000000000000004 14.500000000000002 -9.4999999999999982 -18.499999999999996 -13.499999999999998 31.500000000000004 3008.5642089843755 3232.175903320313 35.500000000000007 3997.433227539063 -24.499999999999996 -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 4 18 5 28 10 8 -8 17 11 -5 -13 14 -7 29 -9 -10 -4 20 21 -20 23 25 -25 -21 27 -26 -1 -16 right_child=-2 -3 3 6 -6 13 7 16 9 -11 -12 12 -14 -15 15 -17 -18 -19 19 22 -22 -23 -24 24 26 -27 -28 -29 -30 -31 leaf_value=-0.0036497286550209954 1.2208262357278963e-06 -0.0009604786773647606 0.021566570560840347 0.018370162308350115 0.0031893119987731616 -0.02232284304118631 0.018986942093480372 0.00071471006180507388 0.003886736692182341 -0.0027103585280938529 0.00013586926328698696 -0.0017887913718900837 0.0059722749170117127 -0.0066860398416828115 0.014024964098745129 -0.0019605556883021801 -0.024423970861901432 -0.019637084709435967 0.010150660529037802 -0.0061030988727971518 0.0038870107557654357 -0.014552877597841523 0.0047183884977747689 0.004667463965557595 0.010357728119291993 0.010955242379179414 -0.016511012253758579 -0.022167460413153851 0.008736467412766874 -0.0036240743653567732 leaf_weight=65.204543210566044 307234.62678836205 3107.8572762571275 21.786842965113465 44.105867729522288 644.64530529081821 20.408309611491859 18.217227905988693 586.49019777774811 14.157794177532194 82.308181598782539 4521.6127149856184 219.83572579175234 460.14142765104771 374.23914276529104 81.053594835102558 2226.8316167369485 13.074737206101416 146.58330516517162 33.593118287622929 33.491461612284184 191.40723177790642 104.89862943440676 2345.5782108306885 105.5283462703228 30.038937993347645 93.909204512834549 84.955943152308464 16.374810665845871 152.64569162577391 30.65794138610363 leaf_count=424 1331854 14617 427 258 3137 122 78 2490 58 338 24678 1159 2351 1828 430 10056 54 605 232 177 956 517 12216 692 169 545 493 100 863 162 internal_value=1.9747e-05 0.000378366 0.000704362 0.00132379 -0.000875029 -0.00176287 0.000193011 -0.00302127 -0.0103367 -0.0125346 0.000720482 0.00437116 0.00346313 -0.00230423 -0.00160908 -0.00142831 0.00016651 -0.0175651 0.00357922 0.0034503 -0.00133854 -0.00856069 0.0040333 -0.000377754 -0.00406087 0.0064709 -0.0110723 -0.00111719 0.00502917 0.00918139 internal_weight=323106 15871.6 12763.8 9168.09 3595.69 2951.04 6106.53 860.831 261.267 243.049 5245.7 724.083 679.977 2733.19 2358.95 2338.54 599.565 160.741 3061.56 3039.78 329.899 138.492 2709.88 364.299 236.898 127.401 131.37 46.4137 217.85 111.712 internal_count=1412086 80232 65615 48593 17022 13885 32069 3623 1079 1001 28446 3768 3510 12598 10770 10648 2544 663 16524 16097 1705 749 14392 2176 1454 722 762 269 1287 592 is_linear=0 shrinkage=0.03 Tree=900 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 3 1 2 2 1 2 2 0 2 1 0 1 0 1 2 0 0 2 2 0 0 2 3 1 1 split_gain=2.96084 7.59552 5.65321 8.21558 8.61432 5.39334 7.44107 5.09162 14.7052 15.6021 4.90694 9.10799 13.2479 9.91749 7.83327 7.1084 6.91841 6.57926 6.06888 5.58211 8.49163 17.9176 8.11839 9.70003 11.8523 8.7497 6.68125 5.8393 10.4252 12.9816 threshold=83.500000000000014 -7.4999999999999991 37758.167968750007 30543.693359375004 31594.402343750004 7.7119998931884775 16.500000000000004 833.09243774414074 715.63015747070324 -1.4999999999999998 12367.713378906252 16079.829101562502 84.500000000000014 13515.104003906252 -1.4999999999999998 87.500000000000014 1.0000000180025095e-35 85.500000000000014 1.0000000180025095e-35 11817.106933593752 84.500000000000014 85.500000000000014 11031.315917968752 10798.300781250002 86.500000000000014 84.500000000000014 12078.030273437502 6.4175000190734872 1.5000000000000002 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 3 5 -5 7 -7 8 9 -3 19 12 -12 14 -14 -15 -13 18 -16 22 26 -22 23 27 -25 -24 -21 -9 -29 -30 right_child=1 2 -4 4 -6 6 -8 10 -10 -11 11 16 13 15 17 -17 -18 -19 -20 20 21 -23 25 24 -26 -27 -28 28 29 -31 leaf_value=-5.8560993394870702e-06 0.019676389497766927 -0.033282949063427179 0.00049154766818790621 -0.020040872426982336 -0.0041705719823717669 0.0004675748061494849 -0.01233871588524953 -0.0039455807891027317 0.007332101233289064 -0.001920643246103038 0.016454418009784758 -0.016039116460916464 0.013994369886694199 0.0013949514026860561 -0.027922064106463241 0.013117621991513071 -0.0021475197814055211 -0.0015285191182834873 -0.0086480527282199009 -0.029323105983453036 0.018891740750408649 -0.012806390718367677 0.015234141823298115 -0.0017420337398607569 -0.034497605056495337 -0.0012295213056360149 -0.006582232930833415 0.0013549373362757241 -0.0154256278745645 0.013543355112271477 leaf_weight=314827.53696658276 16.614920899271965 15.790282145142553 2701.5463539198972 37.553990118205547 170.69381759688258 2064.0187115967274 41.659057836979628 1168.3725594393909 189.23202541470528 148.87314414978027 51.044976726174355 46.599351435899734 17.144084081053734 227.94933743774891 20.030657857656479 58.502538099884987 104.89990939199924 83.005261644721031 55.280038923025131 25.970662549138069 23.386733934283257 51.154185339808464 46.189593002200127 20.421293631196022 19.374246850609779 78.304797932505608 21.053477913141251 508.92546717822552 71.504587858915329 17.288034811615944 leaf_count=1375403 86 72 12500 160 730 9040 267 5099 816 673 211 191 73 933 81 241 428 337 223 105 95 213 188 84 82 325 86 2227 338 84 internal_value=-2.0429e-05 -0.000586674 -0.000628312 -0.0011902 -0.00703251 -0.000955147 0.000214213 -0.00175712 0.00162757 -0.00492811 -0.00219808 4.25977e-05 0.00195141 0.000348716 -0.00526796 0.00378909 -0.00642041 -0.00735388 -0.0137744 -0.00292365 -0.00915891 -0.00286131 -0.00253099 -0.0030418 -0.0176889 0.00487879 -0.0191416 -0.00271176 -0.000299979 -0.00978533 internal_weight=322930 8102.38 8085.77 5384.22 208.248 5175.98 2105.68 3070.3 353.895 164.663 2716.4 664.456 512.957 461.912 175.46 286.452 151.499 158.316 75.3107 2051.95 121.565 74.5409 1930.38 1805.89 39.7955 124.494 47.0241 1766.09 597.718 88.7926 internal_count=1411391 35988 35902 23402 890 22512 9307 13205 1561 745 11644 2718 2099 1888 714 1174 619 641 304 8926 499 308 8427 7914 166 513 191 7748 2649 422 is_linear=0 shrinkage=0.03 Tree=901 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 3 1 2 2 1 2 2 0 0 2 1 2 0 0 2 2 2 2 0 2 0 2 0 2 2 split_gain=2.78658 7.20291 5.32058 7.73405 8.13315 5.07659 7.05467 4.79373 13.8222 14.498 4.6217 8.67049 13.4051 11.5047 13.7825 6.39098 5.25087 7.98165 16.8604 7.66204 6.28697 5.75772 10.6608 6.126 12.8057 11.7103 9.45199 19.9109 6.8008 9.14868 threshold=83.500000000000014 -7.4999999999999991 37758.167968750007 30543.693359375004 31594.402343750004 7.7119998931884775 13.500000000000002 833.09243774414074 715.63015747070324 -1.4999999999999998 12367.713378906252 15706.645507812502 84.500000000000014 87.500000000000014 14697.978027343752 1.0000000180025095e-35 11817.106933593752 84.500000000000014 85.500000000000014 11270.709472656252 12078.030273437502 8173.5148925781259 6233.4113769531259 87.500000000000014 8542.7006835937518 85.500000000000014 9587.6123046875018 84.500000000000014 10057.160644531252 10537.723632812502 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 -5 7 -7 8 9 -3 16 12 -12 -14 -15 -13 19 20 -19 21 -18 22 -9 24 -23 26 27 -26 -28 -30 right_child=1 2 -4 4 -6 6 -8 10 -10 -11 11 15 13 14 -16 -17 17 18 -20 -21 -22 23 -24 -25 25 -27 28 -29 29 -31 leaf_value=-5.6804098489132125e-06 0.019243193037344532 -0.031960724855115252 0.00047685501417196133 -0.019479215393567006 -0.0040457566158434407 0.00047587689268038639 -0.011040456833368685 -0.0026757634518838349 0.007105219907440472 -0.001863405246517198 0.016767330897146552 -0.013675321996843116 -0.0018211107122749655 0.0018210267998689273 0.028752014798980298 -0.001627080956801194 -0.028436515621008573 0.018310033545712708 -0.012435147980651104 0.0059906154817152973 -0.0063812940335514559 -0.032557522383604362 0.0089710947260287794 0.013729126099532364 0.001797538286253527 -0.014222241720785489 0.014655578551210942 -0.030718336508925373 -0.014042804252262732 0.0064184503280070313 leaf_weight=314827.57261022378 16.481327719986439 15.947749301791189 2701.246423981851 37.478848345577717 170.68127795308828 2056.4516627602279 49.014057472348213 1439.3236356414855 189.41348412632942 148.84313356876373 50.430193960666656 59.059347286820412 358.43206714093685 50.025512829422951 25.987176403403282 120.41147671639919 25.976838260889053 23.405533313751221 51.101720482110977 92.029833644628525 21.064758330583572 17.143247172236443 74.387328371405602 12.918596133589743 46.376446381211281 99.923256561160088 35.324836298823357 26.710806638002396 30.861615017056465 54.217905327677727 leaf_count=1375403 86 72 12500 160 730 8999 308 6390 816 673 209 242 1463 206 107 491 105 95 213 379 86 73 311 56 192 420 146 112 127 221 internal_value=-1.98165e-05 -0.000569205 -0.000609597 -0.0011548 -0.00682452 -0.000926726 0.000207783 -0.00170497 0.00157753 -0.00477609 -0.00213319 4.14572e-05 0.00212656 0.000427067 0.0110282 -0.00559185 -0.00283767 -0.00888542 -0.00277693 -0.00245663 -0.0185604 -0.00287978 -0.00210341 -0.00651282 -0.00735484 -0.00588233 -0.00157542 -0.0100859 0.00359054 -0.00100363 internal_weight=322928 8100.67 8084.19 5382.94 208.16 5174.78 2105.47 3069.32 354.204 164.791 2715.11 664.346 484.875 434.445 76.0127 179.471 2050.77 121.549 74.5073 1929.22 47.0416 1837.19 1513.71 323.477 310.558 293.415 193.492 73.0873 120.404 85.0795 internal_count=1411391 35988 35902 23402 890 22512 9307 13205 1561 745 11644 2718 1985 1776 313 733 8926 499 308 8427 191 8048 6701 1347 1291 1218 798 304 494 348 is_linear=0 shrinkage=0.03 Tree=902 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 3 1 2 2 1 0 2 2 0 2 2 0 0 2 1 2 0 0 2 2 0 0 2 3 1 split_gain=2.6225 6.83038 5.00725 7.28113 7.68026 4.77777 6.70338 4.51925 13.3482 13.486 4.42552 12.2982 11.4273 18.7536 4.33289 8.15588 12.6495 10.8282 12.9865 5.99445 4.95251 7.50505 15.8674 7.20904 8.98847 11.0325 8.15483 5.92091 5.53699 9.93973 threshold=83.500000000000014 -7.4999999999999991 37758.167968750007 30543.693359375004 31594.402343750004 7.7119998931884775 16.500000000000004 799.78054809570324 715.63015747070324 -1.4999999999999998 88.500000000000014 35052.082031250007 35052.082031250007 85.500000000000014 12367.713378906252 15706.645507812502 84.500000000000014 87.500000000000014 14697.978027343752 1.0000000180025095e-35 11817.106933593752 84.500000000000014 85.500000000000014 11031.315917968752 10798.300781250002 86.500000000000014 84.500000000000014 12078.030273437502 6.4175000190734872 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 -5 7 -7 8 9 -3 12 -12 -6 -14 20 16 -16 -18 -19 -17 23 27 -23 24 28 -26 -25 -22 -9 -30 right_child=1 2 -4 4 10 6 -8 14 -10 -11 11 -13 13 -15 15 19 17 18 -20 -21 21 22 -24 26 25 -27 -28 -29 29 -31 leaf_value=-5.510011652949967e-06 0.018818844101587056 -0.030717213151430597 0.00046260007319270317 -0.018935406594320029 -0.018304331332531981 0.00044052569952412655 -0.011790050504141551 -0.0037391168740711369 0.0071344498319451883 -0.0018078642484425117 0.010030773379546502 -0.013622029085516711 0.028869395360087639 -0.013889570826008252 0.016304845608444203 -0.013240227241460888 -0.001766464257845689 0.001766416169097352 0.027916505913049686 -0.0015785836586321015 -0.027588084738694656 0.017749629866189984 -0.012075167919610377 0.014613323406964246 -0.0016079633552138614 -0.033266039661444861 -0.0012869326437328064 -0.0061867169579617231 0.0014201606954194399 -0.0094772885759666619 leaf_weight=314827.60713131924 16.349398866295815 16.093268766999245 2700.9552420412656 37.399756416678429 48.690648376941681 2064.1069947257638 41.135055929422379 1172.7774589508772 183.32014615833759 148.81383667886257 51.782553747296333 32.016757279634476 15.632267206907271 22.545680850744247 50.306711331009865 59.168421819806099 358.43468497693539 50.024974375963211 25.962352454662323 120.38778302073479 25.972486779093742 23.419941306114197 51.047219887375832 46.128652855753899 20.40033695101738 19.260812789201736 78.318103924393654 21.07528355717659 509.35817517340183 88.404160767793655 leaf_count=1375403 86 72 12500 160 199 9040 267 5124 789 673 228 144 67 92 209 242 1463 206 107 491 105 95 213 188 84 82 325 86 2229 422 internal_value=-1.92224e-05 -0.000552238 -0.00059142 -0.00112038 -0.00662284 -0.000899101 0.000201548 -0.00165419 0.00156367 -0.00462912 -0.0039247 0.000993873 -0.00866948 0.00361843 -0.00206609 4.0312e-05 0.00206347 0.0004143 0.010701 -0.0054214 -0.00274661 -0.00862138 -0.00269526 -0.00237761 -0.00285778 -0.0169822 0.00460681 -0.0180012 -0.00254138 -0.000191483 internal_weight=322927 8099.29 8082.94 5381.98 208.068 5173.92 2105.24 3068.67 348.227 164.907 170.668 83.7993 86.8686 38.1779 2720.45 664.285 484.729 434.422 75.9873 179.556 2056.16 121.515 74.4672 1934.65 1810.2 39.6611 124.447 47.0478 1770.54 597.762 internal_count=1411391 35988 35902 23402 890 22512 9307 13205 1534 745 730 372 358 159 11671 2718 1985 1776 313 733 8953 499 308 8454 7941 166 513 191 7775 2651 is_linear=0 shrinkage=0.03 Tree=903 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 3 1 2 2 1 2 2 0 2 2 0 2 0 2 1 0 2 0 0 2 0 0 2 2 0 split_gain=2.4681 6.47687 4.71265 6.85696 7.25226 4.49722 6.34706 4.25467 12.5479 12.5565 4.31788 5.41106 4.16309 11.587 10.7264 17.7313 4.10074 22.4455 17.6312 11.8643 10.4938 27.4165 14.1138 8.19682 5.50993 5.9102 5.43648 14.3435 9.783 8.66586 threshold=83.500000000000014 -7.4999999999999991 37758.167968750007 30543.693359375004 31594.402343750004 7.7119998931884775 16.500000000000004 799.78054809570324 715.63015747070324 -1.4999999999999998 628.10980224609386 444.35388183593756 88.500000000000014 35052.082031250007 35052.082031250007 85.500000000000014 54479.306640625007 86.500000000000014 45446.361328125007 1.5000000000000002 90.500000000000014 45446.361328125007 88.500000000000014 85.500000000000014 58311.849609375007 84.500000000000014 90.500000000000014 75237.886718750015 65050.789062500007 91.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 -5 7 -7 8 9 -3 11 -11 14 -14 -6 -16 17 18 19 -4 21 -19 -23 24 25 -18 28 29 -25 -28 right_child=1 2 16 4 12 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 23 20 -20 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31 leaf_value=-5.3447125121524951e-06 0.018403057066593152 -0.029545115208419154 0.031113059515333212 -0.018408602859370238 -0.017727340569707751 0.00042729715450293636 -0.011511455175871273 -0.0020050809354196474 0.0069141060189809251 -0.0045691746916801806 -0.01405509947357796 0.008141152569113649 0.0097215509308689555 -0.013255910719132607 0.028184273351186617 -0.013467739099073396 -0.031363369792516929 -0.025870929362002321 0.0031231237119799752 -9.1331708743899544e-05 0.0044662561999725108 0.014292864443288597 -0.011157812390268239 0.011793811897484808 -0.003328012868800414 -0.003760615939922995 9.626114020784785e-06 0.00047891351729176669 0.0013968006002503125 -0.016800899315303122 leaf_weight=314827.6407583179 16.219216994941235 16.227650582790375 50.597021296620369 37.317194283008575 48.765985772013664 2064.1674196533859 40.870733045041561 2719.1641618944705 183.48490166664124 77.584241285920143 21.901321530342102 49.299681797623634 51.826079696416855 31.915560439229012 15.533404082059858 22.554157331585884 13.7096286714077 48.638026908040047 77.430220410227776 14.000548020005224 110.93050208874047 43.239010363817215 35.886068180203438 92.293613582849503 277.02423107624054 14.225308194756508 44.046527460217476 1111.4082434333395 693.33417326211929 73.909442987293005 leaf_count=1375403 86 72 221 160 199 9040 267 11671 789 363 98 212 228 144 67 92 57 198 325 57 508 196 151 431 1230 64 192 5277 3264 329 internal_value=-1.86459e-05 -0.000535791 -0.000573802 -0.00108706 -0.00642888 -0.000872347 0.000195498 -0.00160511 0.00151571 -0.004487 -0.00175397 0.000369316 -0.00380835 0.000964395 -0.0084101 0.00351937 0.00044877 0.00333447 0.0127776 0.02435 -0.00228438 -0.00814564 0.00275007 -2.47961e-05 -0.00460854 -0.0173072 0.000668931 -0.000576764 0.00261822 -0.0105236 internal_weight=322925 8097.5 8081.29 5380.61 207.912 5172.7 2105.04 3067.66 348.498 165.013 148.785 126.884 170.595 83.7416 86.8535 38.0876 2700.67 380.721 142.028 64.5976 238.694 127.763 79.1251 2319.95 304.959 27.9349 2014.99 1229.36 785.628 117.956 internal_count=1411391 35988 35902 23402 890 22512 9307 13205 1534 745 673 575 730 372 358 159 12500 1656 603 278 1053 545 347 10844 1351 121 9493 5798 3695 521 is_linear=0 shrinkage=0.03 Tree=904 num_leaves=31 num_cat=0 split_feature=0 1 2 2 2 3 1 2 2 1 2 2 0 2 1 0 2 0 1 2 2 0 0 2 2 2 2 0 2 0 split_gain=2.3225 6.14138 4.4352 6.45872 6.84862 4.23168 6.03285 4.00488 11.4934 11.7006 4.10165 7.71669 11.04 9.09232 7.38121 6.11592 6.01657 5.78042 5.66416 5.36754 4.64985 7.05809 14.9362 6.86595 5.58198 5.30042 10.0246 5.73616 12.2076 10.7347 threshold=83.500000000000014 -7.4999999999999991 37758.167968750007 30543.693359375004 31594.402343750004 7.7119998931884775 13.500000000000002 833.09243774414074 715.63015747070324 -1.4999999999999998 12367.713378906252 16079.829101562502 84.500000000000014 13515.104003906252 -1.4999999999999998 85.500000000000014 16861.583007812504 87.500000000000014 1.0000000180025095e-35 13196.084960937502 11817.106933593752 84.500000000000014 85.500000000000014 11270.709472656252 12078.030273437502 8173.5148925781259 6233.4113769531259 87.500000000000014 8542.7006835937518 85.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 5 -5 7 -7 8 9 -3 20 12 -12 14 -14 18 -13 -15 -16 -17 23 24 -23 25 -22 26 -9 28 -27 -30 right_child=1 2 -4 4 -6 6 -8 10 -10 -11 11 16 13 17 15 19 -18 -19 -20 -21 21 22 -24 -25 -26 27 -28 -29 29 -31 leaf_value=-5.1843368550092403e-06 0.017995568789207998 -0.028438049333454798 0.00043560589569547947 -0.01789802072229504 -0.0036958438467068989 0.00043552613107521653 -0.010300825888484222 -0.0024663213335716925 0.0064723173310779593 -0.0017021543908825154 0.015147714918398648 -0.014900634143530002 0.013742012531010336 0.0015357510752937169 -0.026830388198711232 0.0034627321062287845 -0.0019024632317964163 0.01211042912115479 -0.0082291787815948723 -0.013393574378650791 -0.026716288840962655 0.017270277262421471 -0.011668099158045802 0.0057431297443045438 -0.0059372462428693342 -0.031662421352647852 0.008826938478493843 0.013458009741208437 -0.0014020812197783434 -0.013523418535011343 leaf_weight=314827.67345857114 16.090854227542877 16.351650103926659 2699.4703545577358 37.231606028974056 170.50518760085106 2056.6311267875135 48.207402691245079 1437.4922052323818 189.90233810245991 148.72518407553434 50.69608747959137 46.002702564001083 17.105624705553055 227.97893024981022 20.093818500638008 59.122974768280983 105.6696379929781 58.450905919075012 55.225360050797462 23.86428202688694 25.957157865166664 23.429320648312569 50.981296792626381 91.992519721388817 21.088202372193336 17.0175521671772 74.402386695146561 12.897677183151243 193.28477653861046 99.65964712202549 leaf_count=1375403 86 72 12500 160 730 8999 308 6390 816 673 211 189 73 933 81 240 430 241 223 97 105 95 213 379 86 73 311 56 798 420 internal_value=-1.80857e-05 -0.000519808 -0.000556683 -0.00105458 -0.00624123 -0.000846261 0.00018963 -0.00155709 0.00143937 -0.00435047 -0.00194924 9.93551e-05 0.00185839 0.000399628 -0.00497924 -0.00700215 -0.00584485 0.00369369 -0.0131917 -0.00138456 -0.00261358 -0.00830679 -0.00255641 -0.0022547 -0.017402 -0.0026557 -0.00191056 -0.00614502 -0.00696072 -0.00552576 internal_weight=322923 8095.53 8079.44 5379.97 207.737 5172.23 2104.84 3067.39 354.979 165.077 2712.41 664.21 512.538 461.842 175.412 158.306 151.672 286.43 75.3192 82.9873 2048.2 121.456 74.4106 1926.75 47.0454 1834.75 1511.89 322.86 309.962 292.944 internal_count=1411391 35988 35902 23402 890 22512 9307 13205 1561 745 11644 2718 2099 1888 714 641 619 1174 304 337 8926 499 308 8427 191 8048 6701 1347 1291 1218 is_linear=0 shrinkage=0.03 Tree=905 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 2 2 1 2 1 0 2 0 2 2 0 0 2 0 2 2 2 2 2 2 2 0 0 2 2 split_gain=1.87313 4.57707 6.07007 5.61207 12.9576 9.24426 4.4368 6.17285 3.71338 3.47376 5.86447 6.93916 5.81567 4.5643 6.86778 9.15128 5.12859 5.26843 4.88927 16.5289 13.2121 8.909 8.33011 12.1316 8.38302 8.03212 10.6194 18.0004 29.1901 7.07805 threshold=89.500000000000014 3997.433227539063 4255.0842285156259 9.5555000305175799 563.99078369140636 684.96466064453136 1572.3760986328127 1.0000000180025095e-35 1148.0775146484377 -2.4999999999999996 92.500000000000014 30543.693359375004 91.500000000000014 75237.886718750015 79002.019531250015 92.500000000000014 97.500000000000014 6815.6660156250009 90.500000000000014 58311.849609375007 22629.428710937504 21324.808593750004 12667.155273437502 16437.536132812504 7128.9062500000009 54479.306640625007 93.500000000000014 91.500000000000014 65050.789062500007 20021.907226562504 decision_type=2 2 2 2 2 2 2 2 2 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 -7 10 12 -12 -4 16 15 -15 18 -18 19 20 21 22 24 -24 -11 -20 27 28 -27 -25 right_child=1 2 9 -5 5 6 7 -9 -10 13 11 -13 -14 14 -16 -17 17 -19 25 -21 -22 -23 23 29 -26 26 -28 -29 -30 -31 leaf_value=1.51845608723198e-07 0.024439683681285532 -0.018311641466608027 0.0056874198919225497 0.0027522043615077511 -0.030691490682930509 -0.012467477064443198 -0.021361159895991987 -0.0017799723470267033 0.0038548503377529636 -0.0039430311425169779 0.012629391871009595 -0.019122132456755318 0.030514406092409407 0.029696486784952611 -0.00037739607189750732 -0.0064982948384214572 0.030317152051818688 0.0020590291150741524 -0.0028883882689221931 0.023470982241323334 -0.018099796333372924 0.021982168328922198 -0.017480816413215038 0.0076091730239345613 0.02175407052799349 -0.026318054759694419 0.0062766599328763911 -0.029839200844452504 0.023469335102428331 -0.010835256323310592 leaf_weight=319502.80399130424 13.728728502988814 18.742126435041428 34.968578159809113 581.44389978423715 12.514672562479971 15.484285771846769 25.018537685275078 34.428532212972641 66.068958580493927 20.556823335587978 10.460678100585938 15.190141305327415 11.215143874287604 15.654222041368486 1200.0352857671678 10.506196838803588 8.096460312604906 22.273059302940965 912.83091699331999 26.044099271297455 37.265409156680107 17.247459590435028 43.210501834750175 60.847067087888718 25.721513479948044 22.09432153403759 23.799399252980947 43.850861474871635 20.369228675961494 27.049409911036491 leaf_count=1395804 73 86 178 2611 54 68 104 192 293 89 46 79 55 72 5654 59 35 142 4084 123 153 71 183 250 108 90 105 180 95 113 internal_value=-7.27655e-06 -0.000710147 -0.00129967 0.0013592 -0.00348377 -0.00598095 -0.00378773 -0.0100208 0.000755776 -0.00117748 0.0053282 -0.00617352 0.0117163 -0.00136165 -4.59026e-05 0.0151604 -0.00259205 0.00959259 -0.00288095 0.000810127 -0.00173488 0.00139844 -0.000602952 -0.00446541 0.0103394 -0.00381167 -0.0114656 -0.0163577 -0.00243567 0.00193305 internal_weight=322880 3376.72 2628.03 748.688 167.244 153.515 141 59.4471 81.5532 2609.29 71.8345 25.6508 46.1837 2537.45 1226.2 26.1604 1311.26 30.3695 1280.89 257.942 231.898 194.633 177.385 131.107 46.2783 1022.94 110.114 86.3144 42.4636 87.8965 internal_count=1411249 15445 12050 3395 784 711 657 296 361 11964 358 125 233 11606 5785 131 5821 177 5644 1090 967 814 743 546 197 4554 470 365 185 363 is_linear=0 shrinkage=0.03 Tree=906 num_leaves=31 num_cat=0 split_feature=1 3 2 0 2 2 1 2 0 1 2 2 2 2 2 1 2 0 2 2 0 1 0 1 2 2 0 2 3 0 split_gain=1.8599 7.37444 7.94981 5.90048 7.32195 6.94554 6.25559 5.63953 17.3866 11.7186 10.5507 9.04727 9.35539 16.8598 7.10876 13.4323 14.0031 6.76345 8.30034 8.09205 6.54634 9.09931 6.52204 8.76765 6.40726 6.34825 7.66675 9.76358 6.31299 6.2796 threshold=9.5000000000000018 2.3904999494552617 5224.6887207031259 76.500000000000014 8374.6435546875018 9139.0400390625018 59.500000000000007 5808.2832031250009 47.500000000000007 28.500000000000004 10798.300781250002 6815.6660156250009 17792.297851562504 42314.533203125007 39114.154296875007 12.500000000000002 58311.849609375007 53.500000000000007 15354.050781250002 32666.960937500004 46.500000000000007 32.500000000000007 58.500000000000007 13.500000000000002 5224.6887207031259 3346.970825195313 40.500000000000007 200.29206085205081 1.1510000228881838 69.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 7 -3 4 -4 6 -5 20 9 11 -11 -9 28 -14 17 -16 -17 -10 22 -20 21 25 23 -19 29 26 27 -2 -13 -22 right_child=1 2 3 5 -6 -7 -8 8 14 10 -12 12 13 -15 15 16 -18 18 19 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.8496534218707559e-06 0.016342178947469952 -0.001817610901194979 0.0063505543075812118 -0.012689965842203851 0.0014678512855878228 0.00071487073712414779 0.0096785995929992014 -0.022658543961568432 0.0052668817193171485 -0.018793272462129411 0.0038026171246019289 -0.02329664932418948 -0.015951289102220496 0.0022731798947777325 0.029016526641437772 0.014412543622089848 -0.023538248637142656 -0.023635483658120203 0.0049780749672728233 -0.012636222048747654 -0.0017389758540873629 -0.0059837950762339437 -0.016002238524546991 0.0063561432847936425 0.012482606751917364 0.0041369749947840284 0.0028500599028415201 -0.0037633887765448964 -0.0026653290485417983 -0.016037787229077782 leaf_weight=315635.29622372647 22.914862349629402 716.84978583827615 397.88572719693184 67.592363715171814 905.32922224700451 375.68479266343638 13.499371141195295 33.824025996029377 152.56296390295029 21.07756245136261 158.0870368629694 13.916289433836935 177.15507826209068 61.562567174434662 23.4752596616745 23.092324331402779 14.089109495282171 11.612170889973639 126.64712131023407 28.813478887081146 1847.3052217364311 157.37706051021814 57.481332883238792 35.873929008841515 28.086931385099888 552.80095530301332 440.03797906637192 423.25401383638382 327.00791984051466 28.062253296375275 leaf_count=1375791 115 3718 1624 287 3809 1962 57 258 676 113 656 76 890 282 99 103 65 50 518 118 9613 703 240 153 142 2397 2487 2307 1796 144 internal_value=-7.05751e-06 -0.000482372 0.000845515 0.00193021 0.00295859 -0.00100383 -0.00896626 -0.00117244 -0.00288806 -0.00560548 0.00114436 -0.00757678 -0.00669671 -0.0112514 0.00165943 0.0112495 3.19022e-05 0.000250918 -0.00268751 0.00171339 -0.000551717 0.000865052 -0.00920542 -0.000977959 -0.00173993 0.00161408 4.03337e-05 -0.00273078 -0.00350749 -0.00195294 internal_weight=322878 7242.96 2476.84 1759.99 1303.21 456.777 81.0917 4766.12 1266.28 792.63 179.165 613.466 579.642 238.718 473.648 60.6567 37.1814 412.991 260.428 155.461 3499.84 1596.38 104.967 47.4861 1903.45 1439.01 886.207 446.169 340.924 1875.37 internal_count=1411249 35458 11457 7739 5433 2306 344 24001 6093 4071 769 3302 3044 1172 2022 267 168 1755 1079 636 17908 8009 443 203 9899 7306 4909 2422 1872 9757 is_linear=0 shrinkage=0.03 Tree=907 num_leaves=31 num_cat=0 split_feature=0 1 1 2 2 0 2 2 2 2 2 0 1 1 2 2 2 1 2 3 2 2 2 2 2 2 2 2 2 0 split_gain=1.79447 3.08821 2.21761 3.76306 4.6616 3.59436 2.80632 4.1903 2.26966 4.82975 4.57508 2.36375 5.72016 5.6967 4.37562 12.4714 6.732 3.44904 2.92497 7.33698 3.90741 2.79047 2.56799 3.28957 2.77531 1.87833 3.36158 2.52746 3.84802 1.76782 threshold=94.500000000000014 -1.4999999999999998 1.0000000180025095e-35 3473.4255371093755 3232.175903320313 96.500000000000014 6368.3278808593759 79002.019531250015 1846.5046997070315 2623.7399902343755 3673.077514648438 96.500000000000014 3.5000000000000004 1.5000000000000002 20654.361328125004 30543.693359375004 4165.5986328125009 79.500000000000014 17336.302734375004 40.666500091552741 33836.650390625007 37758.167968750007 50102.638671875007 43864.599609375007 40737.804687500007 8931.5649414062518 12925.947753906252 21324.808593750004 99992.636718750015 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=29 -2 3 4 -3 25 -7 -8 -4 -10 -11 14 13 18 16 -16 -12 -14 19 -13 -20 -17 23 24 -23 -5 -27 -28 -29 -1 right_child=1 2 8 5 -6 6 7 -9 9 10 11 12 17 -15 15 21 -18 -19 20 -21 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.0015994697229117223 -0.009659492380196923 -0.0031684548145111307 -0.016604521899378215 -0.011497018866667799 0.019074917609659892 -0.0050649297403925616 0.020101018657977806 0.0031747114433355972 0.015751939990721425 -0.012403484465161744 0.0072799352816626112 -0.0060990502846052612 0.015214847102497453 -0.01657964744338777 0.030089217794322425 -0.013867878358689439 -0.013035119466466344 -0.015039237619616728 -0.021754451406408307 0.016722562049901014 -0.0039444104222199653 0.011961649840950444 -0.0003096787886700863 0.019304362980913564 -0.0069373932117300701 0.015114048623484342 -0.014497599093975778 0.0094191346068649411 -0.0047947297024728058 -6.0847171967143703e-06 leaf_weight=618.39298241096549 38.239965781569481 13.875329867005346 9.3074934780597669 20.380330368876457 21.805685818195343 20.638259619474411 17.753377810120583 50.911897346377373 13.988011583685873 36.339726131409407 21.333328533917665 32.926825113594532 20.039120174944404 33.98723366856575 13.321040488779543 11.864674437791107 47.078663501888514 4.0822097375057629 12.286082234233616 20.617110513150692 113.568304983899 12.936628594994545 218.00702676922083 14.571682497858999 15.221470892429352 9.8821525871753675 15.218119472265242 22.720899850130081 69.809701144695282 321302.56178302504 leaf_count=22106 174 62 40 86 120 89 75 227 66 164 95 201 123 179 68 66 267 173 78 108 600 61 915 64 72 42 61 92 332 1384443 internal_value=-6.84804e-06 -0.00130692 -0.000957645 0.00136752 0.0104251 -5.42293e-05 0.00463543 0.007551 -0.00189629 -0.00168312 -0.00207135 -0.00143695 -0.00375267 -0.005318 0.000115264 0.00174597 -0.00670015 0.0100948 -0.00318447 0.00268842 -0.00568305 0.000360941 0.00100842 0.00773332 0.00174536 -0.00308879 -0.00163201 -0.00316787 -0.00130451 -3.00053e-06 internal_weight=322874 952.712 914.472 262.996 35.681 227.315 89.3035 68.6653 651.477 642.169 628.181 591.841 237.507 213.386 354.335 285.923 68.412 24.1213 179.398 53.5439 125.854 272.601 260.737 42.7298 28.1581 138.011 117.631 107.749 92.5306 321921 internal_count=1411249 4700 4526 1186 182 1004 391 302 3340 3300 3234 3070 1462 1166 1608 1246 362 296 987 309 678 1178 1112 197 133 613 527 485 424 1406549 is_linear=0 shrinkage=0.03 Tree=908 num_leaves=31 num_cat=0 split_feature=1 3 2 2 0 3 0 2 1 0 0 2 0 2 2 2 1 2 2 0 1 2 2 1 3 1 0 1 0 1 split_gain=1.75421 6.95734 5.37303 8.61235 13.2512 9.86181 13.6532 6.97196 12.8448 15.8327 6.53342 7.33563 14.4756 7.83135 10.1626 9.14575 5.62332 5.87817 5.57146 8.31691 5.56564 5.21706 5.13582 5.04511 4.85217 10.5609 4.72388 4.54257 4.80145 9.24691 threshold=9.5000000000000018 1.8989999890327456 3673.2597656250005 7303.1936035156259 75.500000000000014 2.0774999856948857 65.500000000000014 5561.5637207031259 13.500000000000002 68.500000000000014 33.500000000000007 3673.077514648438 66.500000000000014 337.55393981933599 503.44865417480474 271.27960205078131 16.500000000000004 297.03073120117193 4814.8464355468759 31.500000000000004 28.500000000000004 42314.533203125007 20654.361328125004 12.500000000000002 2.5095000267028813 24.500000000000004 70.500000000000014 25.500000000000004 74.500000000000014 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 10 4 7 6 21 8 18 -10 16 13 -13 15 -15 -12 -3 -18 -4 -20 -11 22 23 -5 25 -9 -22 28 29 -16 right_child=1 2 3 5 -6 -7 -8 24 9 20 11 12 -14 14 27 -17 17 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=3.9459904788016705e-06 -0.0013480194784127111 -0.0013243597008349187 -0.012492011750542861 0.0052026644198402494 -0.011236854175555403 0.00074393729360094072 0.0079764888064858108 0.027000702519747954 0.0092248723586314113 0.0018230934624967581 0.010512833263778413 0.022363930657317881 -0.015077392744106861 0.017470249698022005 -0.0080536489880105866 -0.016465280852419696 0.013175308366564407 -0.0089153756662007349 -0.0084117833843957209 0.016349975382343996 -0.028456065008315209 0.0038263574809153642 -0.026406580552433653 -0.01585345133856891 0.0067822791741753161 -0.0026162723130503775 -0.0052689259267911124 -0.0055040695260690567 0.011340226970357253 0.023022089601081767 leaf_weight=315634.48417034547 3820.8982357904315 417.89296939969063 59.605091854929924 13.380149856209753 48.441700980067253 1606.2117742765695 36.747904255986214 32.542966693639755 233.78300966322422 26.812801778316498 17.754497222602367 11.608489930629728 46.600505392998457 57.108100563287735 38.590964168310165 31.154121726751328 11.547518640756605 177.16870312392712 32.287073642015457 19.630184441804886 15.670701026916506 13.636603266000746 29.073905929923058 43.656845510005951 245.95424430072308 16.244967103004456 15.962583065032957 43.864186108112335 63.419219896197319 11.095553055405615 leaf_count=1375791 19561 2228 243 68 211 7166 151 134 977 110 105 60 311 279 190 202 64 962 130 79 64 61 156 236 1002 68 66 210 313 51 internal_value=-6.64348e-06 -0.000468407 0.00051505 0.00124122 0.00393638 8.60597e-05 -0.00765552 0.00498867 0.00242784 0.00573341 -0.00143354 0.00202612 -0.00761055 0.00415908 0.00663354 -0.00667186 -0.0032654 -0.00756365 -0.00623396 0.000950766 -0.00823237 -0.0134145 -0.0161448 -0.010914 0.00849662 0.0171391 -0.0167555 0.00269097 0.00586914 -0.00111409 internal_weight=322873 7238.35 3417.45 2489.64 746.935 1742.71 136.495 698.494 403.751 292.229 927.805 321.196 58.209 262.987 214.078 48.9086 606.609 188.716 111.522 51.9173 58.4461 99.7475 86.1109 57.037 294.742 48.7879 31.6333 156.97 113.106 49.6865 internal_count=1411249 35458 15897 10922 3084 7838 672 2873 1669 1217 4975 1721 371 1350 1043 307 3254 1026 452 209 240 521 460 304 1204 202 130 764 554 241 is_linear=0 shrinkage=0.03 Tree=909 num_leaves=31 num_cat=0 split_feature=0 2 2 3 2 2 2 1 2 1 0 2 0 2 2 0 0 2 1 1 0 2 2 2 2 2 2 2 0 0 split_gain=1.71653 4.28977 5.70371 5.28961 12.259 8.75095 4.15989 5.77616 3.49976 3.30207 5.4739 6.49663 5.57571 4.35045 6.48544 8.73011 4.66121 4.82894 4.60501 7.74603 4.61361 15.2864 11.9023 7.59166 7.7775 13.889 7.75279 6.48414 11.4482 17.713 threshold=89.500000000000014 3997.433227539063 4255.0842285156259 9.5555000305175799 563.99078369140636 684.96466064453136 1572.3760986328127 1.0000000180025095e-35 1148.0775146484377 -2.4999999999999996 92.500000000000014 30543.693359375004 91.500000000000014 75237.886718750015 79002.019531250015 92.500000000000014 97.500000000000014 6815.6660156250009 49.500000000000007 23.500000000000004 90.500000000000014 58311.849609375007 22629.428710937504 21324.808593750004 12667.155273437502 15354.050781250002 7128.9062500000009 54479.306640625007 93.500000000000014 91.500000000000014 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 -7 10 12 -12 -4 16 15 -15 18 -18 19 20 21 22 23 24 26 -26 -11 -22 29 -29 right_child=1 2 9 -5 5 6 7 -9 -10 13 11 -13 -14 14 -16 -17 17 -19 -20 -21 27 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=6.6269226298437448e-07 0.023898081838095678 -0.017782138449797074 0.0055302297145641737 0.0026764151257887008 -0.029894883656766867 -0.012117775825068925 -0.020638395951982129 -0.0017136145561518878 0.0037356054233130555 -0.0036444134933132522 0.012409235948933787 -0.018278846471049947 0.029955724913048092 0.029107306914027322 -0.00034848237279112821 -0.0063442762900392915 0.028921486780266206 0.0018787713554355985 0.014912069105252695 -0.019698912526902378 -0.0027134143414901815 0.023343536839525302 -0.017469077936624382 0.020694120438869899 -0.026705088671641772 0.00020968257049055585 0.021109356387821989 -0.0017158232964227401 0.0083865326001458795 -0.02917458017130057 leaf_weight=319494.71311228815 13.620296165347098 18.649767905473709 34.884614422917366 581.32145439088345 12.463502824306486 15.4643477499485 25.116385295987129 34.38888493180275 66.103695526719093 20.429042235016823 10.432481959462166 15.334251701831818 11.083564579486845 15.494364440441133 1200.0528054377064 10.480041429400442 8.1106822043657321 22.234202301129699 13.09114697575569 24.43762407079339 886.9858141541481 24.838797479867935 35.225507616996765 16.935362502932549 20.696007132530212 103.80721347033978 25.728215575218201 41.815786749124527 22.718001633882523 42.76837731897831 leaf_count=1395804 73 86 178 2611 54 68 104 192 293 88 46 79 55 72 5654 59 35 142 83 167 3900 118 144 69 86 424 108 183 99 175 internal_value=-6.4465e-06 -0.000679496 -0.00125051 0.00132404 -0.00337912 -0.00579888 -0.00367006 -0.00970151 0.00072999 -0.00113227 0.00521507 -0.0058538 0.0114196 -0.00131182 -2.7476e-05 0.0148035 -0.00251401 0.00910684 -0.00278962 -0.0029726 -0.00264348 0.0010202 -0.00146827 0.00153625 -0.000364864 -0.00426432 0.0101534 -0.00355604 -0.0105214 -0.0155998 internal_weight=322869 3374.71 2626.23 748.479 167.157 153.537 141.073 59.5053 81.568 2607.58 71.7349 25.7667 45.9682 2535.85 1226.03 25.9744 1309.82 30.3449 1279.48 1266.39 1241.95 247.66 222.821 187.596 170.66 124.503 46.1573 994.288 107.302 84.5842 internal_count=1411249 15445 12050 3395 784 711 657 296 361 11964 358 125 233 11606 5785 131 5821 177 5644 5561 5394 1037 919 775 706 510 196 4357 457 358 is_linear=0 shrinkage=0.03 Tree=910 num_leaves=31 num_cat=0 split_feature=1 0 3 3 2 2 2 2 1 2 2 2 2 2 1 2 2 2 0 0 2 2 2 2 2 2 3 2 2 2 split_gain=2.89354 10.8036 4.54967 5.1282 12.9691 15.9634 15.9172 13.738 11.7078 12.0707 11.3393 19.2512 9.41245 8.86026 6.89334 6.53459 11.4752 7.39938 10.8541 5.99378 5.41737 4.68321 7.4869 6.1284 9.70449 5.56102 4.48179 6.76608 11.8028 23.0948 threshold=3.5000000000000004 4.5000000000000009 1.0205000042915346 1.1510000228881838 1148.0775146484377 1494.5967407226565 1682.390319824219 113.878231048584 21.500000000000004 833.09243774414074 2748.945678710938 3618.2971191406255 415.59368896484381 2533.3342285156255 4.5000000000000009 271.27960205078131 200.29206085205081 305.33541870117193 51.500000000000007 51.500000000000007 492.61546325683599 9353.3178710937518 3546.369506835938 2272.6494140625005 2225.1726074218755 2134.5515136718755 8.545499801635744 18300.850585937504 33836.650390625007 83842.167968750015 decision_type=2 2 2 2 2 2 2 2 2 2 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 4 7 -6 -7 -4 9 12 13 -12 15 -8 -14 16 -9 -17 -19 -15 -16 22 23 24 25 -3 -5 -28 -29 -30 right_child=1 2 3 26 5 6 10 8 -10 -11 11 -13 14 19 20 17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=7.3990800937126712e-06 -0.029127961009478277 0.0028772185346635764 0.0097523856032790766 0.00057619915422101845 0.023216954712404918 -0.030438093507826412 0.001596159598260073 -0.0044264292395639364 -0.023980735496039778 -0.014190148457611801 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140.89334516227245 363.59013986657374 leaf_count=1300242 55 1238 292 87855 121 69 3577 3006 227 704 266 4966 120 258 72 210 199 170 51 223 355 205 978 202 60 108 1713 1412 632 1743 internal_value=3.2883e-05 0.000349329 0.000363034 0.000300445 -0.000877699 0.000470934 0.000155696 -0.0038486 -0.00484806 -0.00419806 0.000392632 -0.00193435 -0.0028713 0.00262899 0.00571904 -0.00423449 -0.00322564 -0.0135718 -0.00450156 0.0103497 0.00125279 0.00308256 0.00219815 0.00459518 0.00299434 0.00423245 0.000467038 -0.00132651 0.000156436 -0.00271288 internal_weight=322928 24067.8 24056.6 23515.4 2913.21 2003.65 1976.26 909.554 847.291 819.452 1961.08 961.065 723.398 1000.01 99.0735 624.324 563.446 60.8781 34.7464 117.992 75.1385 541.197 491.804 346.495 298.448 283.593 20602.2 1181.98 828.38 504.483 internal_count=1411329 111087 111032 108241 14886 9480 9359 5406 5114 4887 9290 5232 4183 4058 547 3636 3205 431 221 481 427 2791 2586 1608 1406 1346 93355 5500 3787 2375 is_linear=0 shrinkage=0.03 Tree=911 num_leaves=31 num_cat=0 split_feature=1 3 0 3 2 2 2 2 2 1 2 2 2 1 0 2 0 1 0 3 2 0 3 2 1 1 1 1 2 0 split_gain=2.72195 4.92346 9.06569 6.56316 13.4675 13.0213 15.341 7.46885 6.65107 8.09005 6.38019 11.1048 21.7247 16.626 15.0073 24.875 13.5189 15.8384 11.8919 10.6947 12.3047 10.0945 9.55439 13.1075 7.47901 6.6877 10.1035 6.41757 6.32862 6.01664 threshold=3.5000000000000004 8.545499801635744 4.5000000000000009 7.7119998931884775 1018.5688781738282 13196.084960937502 30543.693359375004 1957.453552246094 75237.886718750015 6.5000000000000009 18300.850585937504 33836.650390625007 83842.167968750015 6.5000000000000009 7.5000000000000009 26691.365234375004 6.5000000000000009 6.5000000000000009 89.500000000000014 12.393000125885012 42314.533203125007 5.5000000000000009 12.393000125885012 4086.971069335938 7.5000000000000009 30.500000000000004 39.500000000000007 4.5000000000000009 1087.538757324219 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 29 -5 7 -7 -6 9 -8 22 14 13 19 15 -12 -14 -18 -15 -13 -21 -17 28 -24 -16 -19 -27 -23 -4 -2 right_child=1 2 10 4 5 6 8 -9 -10 -11 11 12 16 18 24 21 17 25 -20 20 -22 27 23 -25 -26 26 -28 -29 -30 -31 leaf_value=7.1771080025950935e-06 0.00030538222782668643 -0.028572402282486219 0.013203161937704776 0.036174362174367432 0.0058346350838053423 0.016038355413980659 0.003609532997981483 -0.01356853544475084 0.0043121700945164829 -0.029768760339049443 -0.023122031823831053 0.007350179078119687 0.012763506534442436 -0.041741763682775358 0.013169995487729989 -0.012255419975652791 -0.0088874912566433307 0.0091227927642243186 -0.011600362761791239 -0.0019782936251117557 -0.030342961428465921 0.02321775671134001 0.0122741402482724 -0.010365978173872803 0.00023935972117899841 -0.028623943680339544 0.0040998356998604123 0.0036484075892530264 -0.0087548822031639998 0.003542882994733093 leaf_weight=298860.23332041438 22073.591913491488 11.062203139066694 12.41394107043743 11.980310872197149 27.788046583533287 98.571124777197838 12.407532572746279 49.94708876311779 56.492724195122719 13.808520641177891 40.184933826327324 36.564603298902512 73.226859867572784 24.34727555513382 144.34358698129654 21.245017737150192 140.6902686804533 107.21857504174113 22.824107136577368 34.112243875861168 23.075471669435501 25.606358170509338 58.59710361994803 37.90057061612606 55.827986970543861 11.735123593360184 30.722334722988307 36.695664539933205 244.07705920934677 529.0076685808599 leaf_count=1300242 101954 55 61 53 135 407 50 222 243 58 173 148 301 101 591 86 585 454 129 155 99 111 292 194 297 51 352 154 1166 2410 internal_value=3.18931e-05 0.000338824 -0.00154048 0.000436798 0.00507777 0.00363945 0.00804418 -0.00663247 -0.00148317 -0.0139715 -0.00128736 0.000151742 -0.00263131 -0.0126307 0.00448666 -0.00372677 0.00124434 -0.00166066 -0.0271577 -0.00532153 -0.0134236 0.00560207 -0.00466477 0.00338197 0.00956363 0.00513231 -0.00494493 0.0116915 -0.00769213 0.000381155 internal_weight=322926 24066.1 1192.47 22873.6 270.995 259.015 181.28 77.7351 82.7088 26.2161 1181.41 828.42 504.517 140.924 323.904 123.732 363.593 290.366 47.1714 93.7523 57.1877 83.547 352.989 96.4977 200.172 149.676 42.4575 62.302 256.491 22602.6 internal_count=1411329 111087 5555 105532 1168 1115 758 357 351 108 5500 3787 2375 632 1412 524 1743 1442 230 402 254 351 1713 486 888 857 403 265 1227 104364 is_linear=0 shrinkage=0.03 Tree=912 num_leaves=31 num_cat=0 split_feature=1 2 3 0 1 2 2 1 1 0 1 2 1 3 0 3 2 2 2 2 2 1 2 2 2 1 0 2 0 0 split_gain=2.65145 7.46885 5.92036 7.95505 7.96568 5.58955 5.23225 5.6761 3.6794 3.396 3.75423 7.81983 2.52103 4.63759 8.63696 6.17757 12.5274 12.262 14.4482 7.05696 6.26426 7.63323 6.01403 10.4642 20.4676 15.8236 14.1299 23.5395 12.8031 11.3302 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 -43.499999999999993 7475.0764160156259 24156.202148437504 -45.499999999999993 -45.499999999999993 7.5000000000000009 -58.499999999999993 89063.015625000015 3.5000000000000004 8.545499801635744 4.5000000000000009 7.7119998931884775 1018.5688781738282 13196.084960937502 30543.693359375004 1957.453552246094 75237.886718750015 6.5000000000000009 18300.850585937504 33836.650390625007 83842.167968750015 6.5000000000000009 7.5000000000000009 26691.365234375004 5.5000000000000009 89.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 5 -5 -4 7 -7 -3 10 11 -8 -2 15 -15 -14 -17 19 -19 -18 21 -20 -16 26 25 -25 27 -24 -26 -27 right_child=12 2 3 4 -6 6 9 -9 -10 -11 -12 -13 13 14 22 16 17 18 20 -21 -22 -23 23 24 28 29 -28 -29 -30 -31 leaf_value=-0.012655180475601444 9.4605556343607017e-06 -0.0037593319796802058 0.034987443403269522 0.0017913125373117305 -0.032406780154565287 -0.0011257410635231143 -0.033705136247088832 -0.04147485917954305 0.0096923290211157146 0.018736836492202088 0.0032620599782894246 0.030725798212937746 0.0003696911315369698 -0.028029993095244111 -0.0045323820648088646 0.034783723684367072 0.0056459805170025034 0.01556896678861608 0.0035015242257411825 -0.013213307162102943 0.0041821961804310468 -0.02893756277706365 -0.022560498201504488 -0.0051559444632363711 0.018837253062803219 -0.040797556835520471 0.0092839558817647549 0.0054467194137889216 -0.0005910854787477194 -0.01129502835710831 leaf_weight=56.54305075481534 298623.0818156529 26.45477931946516 3.882315613795071 9.8698763772845286 16.177740141749382 6.9414725648239255 7.0754707753658206 5.7262740209698659 59.373832302051596 9.1403049975633603 33.656654496910058 2.2295222929678857 22604.328469999135 10.939846038818358 352.44112458638847 12.083868741989134 27.854034513235092 98.497760072350502 12.406566500663759 49.754139333963394 56.50082340836525 13.779434405267237 39.953128769993782 93.852051600813866 33.642467990517616 24.166170448064804 200.0189089551568 83.360777124762535 329.66421153070405 22.739176694303751 leaf_count=346 1297584 301 36 90 76 84 92 41 443 95 596 458 104364 55 1713 53 135 407 50 222 243 58 173 402 138 101 888 351 1605 129 internal_value=3.0935e-05 -0.00314056 -0.000160495 -0.00533257 -0.0194486 2.325e-05 -0.00207251 -0.019365 0.00554615 0.00213187 -0.00140092 -0.0182672 3.3265e-05 0.000328643 -0.00149665 0.000423659 0.00492724 0.00353314 0.00780698 -0.0064446 -0.00143921 -0.0135684 -0.00125063 0.000147284 -0.0025548 -0.0122669 0.00435974 -0.00362749 0.00120799 -0.0264951 internal_weight=322926 237.071 180.528 94.6996 26.0476 68.652 64.7697 12.6677 85.8286 52.102 42.9616 9.30499 322689 24066 1190.78 22875.2 270.877 258.793 181.185 77.6082 82.6868 26.186 1179.84 827.397 504.064 140.757 323.333 123.314 363.307 46.9053 internal_count=1411329 2658 2312 1568 166 1402 1366 125 744 1241 1146 550 1408671 111087 5555 105532 1168 1115 758 357 351 108 5500 3787 2375 632 1412 524 1743 230 is_linear=0 shrinkage=0.03 Tree=913 num_leaves=31 num_cat=0 split_feature=1 2 3 0 1 2 2 1 1 0 1 2 1 3 0 0 0 2 2 2 2 2 2 2 1 0 2 0 1 0 split_gain=2.49006 6.98251 5.57257 7.42658 7.36768 5.38882 4.86217 5.13698 3.48863 3.24065 3.48741 7.25058 2.37177 4.36732 8.22942 5.92015 5.67541 7.51181 16.6061 10.8974 5.77216 5.66888 9.85354 19.292 15.0628 13.2941 22.2748 12.2803 14.914 10.8114 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 -43.499999999999993 7475.0764160156259 24156.202148437504 -45.499999999999993 -45.499999999999993 7.5000000000000009 -58.499999999999993 89063.015625000015 3.5000000000000004 8.545499801635744 4.5000000000000009 80.500000000000014 11.500000000000002 13196.084960937502 20654.361328125004 1193.5148925781252 16437.536132812504 18300.850585937504 33836.650390625007 83842.167968750015 6.5000000000000009 7.5000000000000009 26691.365234375004 6.5000000000000009 6.5000000000000009 89.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 8 5 -5 -4 7 -7 -3 10 11 -8 -2 15 -15 16 17 19 20 -14 -19 -16 25 24 -24 26 -23 -25 -29 -26 right_child=12 2 3 4 -6 6 9 -9 -10 -11 -12 -13 13 14 21 -17 -18 18 -20 -21 -22 22 23 27 29 -27 -28 28 -30 -31 leaf_value=-0.012212393460838937 9.1767180094868747e-06 -0.0036356444431937889 0.034819561615902529 0.0017398190586992578 -0.031096561693328435 -0.0010909760687593422 -0.031847095491427245 -0.039202776688521047 0.0094621164394317822 0.018425420117858245 0.0031725134121816942 0.030704138012512074 0.016836209097609214 -0.027499957223708221 -0.0044037509120276727 0.0034176076908961441 0.00028508771754415105 0.006810264784852753 -0.0016344192297784389 -0.0096002057527563179 0.023887223539330177 -0.022014690601556162 -0.0049976052277333188 0.012173240937608581 -0.039900077955765716 0.0090052916354463608 0.0052870019730144628 -0.0086119709501151203 0.0049960586732181083 -0.010996998657940725 leaf_weight=56.830870363861322 298622.97798457311 26.53293427452445 3.7854662868194273 9.8573264479637164 16.350869476795197 6.9476892971433699 7.2606920413672835 5.8740647630766016 58.99959380866494 9.017816659063099 33.569780395366259 2.1651332817855291 18.88742707669735 10.818038254976271 351.8625887259841 574.57962104678154 22076.757259249687 26.636097207665443 71.578264698386192 54.60317774116993 53.784207195043564 39.718951389193535 93.919750347733498 72.974633753299713 23.97139473259449 200.02207252383232 83.303579524159431 140.54822728037834 149.67678008042276 22.656048357486725 leaf_count=346 1297584 301 36 90 76 84 92 41 443 95 596 458 93 55 1713 2618 101954 107 295 245 220 173 402 301 101 888 351 585 857 129 internal_value=3.00073e-05 -0.00304267 -0.000153337 -0.00516143 -0.0187463 2.7005e-05 -0.00200439 -0.0185512 0.00539908 0.00207455 -0.00135486 -0.0174789 3.22659e-05 0.000318764 -0.00145357 0.000410916 0.000333454 0.00506879 0.00887617 -0.00280592 0.0182311 -0.0012145 0.000142762 -0.00247991 -0.0119176 0.00423249 -0.0035276 0.00117218 -0.00159395 -0.0258562 internal_weight=322926 237.192 180.361 94.8288 26.2082 68.6206 64.8352 12.8218 85.5325 52.0134 42.9956 9.42583 322689 24066.3 1189.47 22876.8 22302.2 225.489 151.999 73.4906 80.4203 1178.65 826.791 503.747 140.547 323.045 123.023 363.2 290.225 46.6274 internal_count=1411329 2658 2312 1568 166 1402 1366 125 744 1241 1146 550 1408671 111087 5555 105532 102914 960 622 338 327 5500 3787 2375 632 1412 524 1743 1442 230 is_linear=0 shrinkage=0.03 Tree=914 num_leaves=31 num_cat=0 split_feature=1 2 3 0 1 2 2 1 1 0 1 2 1 3 0 3 2 2 2 2 2 1 2 2 2 2 0 0 2 2 split_gain=2.33885 6.5295 5.24575 6.93734 6.82345 5.19643 4.52183 4.66333 3.30728 3.09196 3.24194 6.73825 2.23144 4.32657 8.81663 4.81205 12.2357 14.928 15.1195 12.9877 10.6794 12.1346 10.6708 18.2484 8.86085 8.34802 6.85349 6.5818 6.23326 10.7771 threshold=-36.499999999999993 3290.9838867187505 7.7119998931884775 9.5000000000000018 -43.499999999999993 7475.0764160156259 24156.202148437504 -46.499999999999993 -45.499999999999993 7.5000000000000009 -58.499999999999993 89063.015625000015 3.5000000000000004 1.0205000042915346 4.5000000000000009 1.1510000228881838 1148.0775146484377 1494.5967407226565 1682.390319824219 833.09243774414074 113.878231048584 21.500000000000004 2748.945678710938 3618.2971191406255 415.59368896484381 2533.3342285156255 47.500000000000007 50.500000000000007 271.27960205078131 200.29206085205081 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 7 -7 -3 10 11 -8 -2 -14 -15 16 19 -18 -19 20 -16 24 25 -24 28 -20 -26 -28 29 -22 right_child=12 2 3 4 -6 6 9 -9 -10 -11 -12 -13 13 14 15 -17 17 18 22 -21 21 -23 23 -25 26 -27 27 -29 -30 -31 leaf_value=-0.011787779955039358 8.901440968079519e-06 -0.003516382060358772 0.034658009282840893 0.0016897452107504038 -0.02986478589281719 0.0005166880413264136 -0.030140810636164632 -0.035468642074254361 0.009236194761244319 0.01811639365133905 0.0030852082853950191 0.030683130152972408 0.0029611833974553421 -0.026981584033336975 0.0093952111169086482 0.00042188177070148059 0.022359359336051703 -0.029836273859933257 0.0015192550045609475 -0.014046042012971946 -0.0043299580797520314 -0.024515091959596717 -0.018849016267997114 -0.00089691775375684763 0.019069014086461712 0.010019071961516576 -0.0071096338874661515 0.010850394585995448 -0.013303836817819624 0.011592189184395479 leaf_weight=57.107363734394312 298622.87684762286 26.608671259135008 3.6904535829089573 9.8451456055045146 16.51197537779808 6.3725743107497692 7.4387569390237243 6.5955080417916161 58.635072018485516 8.8983173966407758 33.485446779523052 2.1025608132476918 541.20773403346539 10.696946904063223 62.496133178472519 20603.280988603598 27.548560962080956 15.045997008681296 882.14133581519127 98.674887806177139 521.45890488475561 23.968694999814034 53.99535183608532 906.75390242785215 25.060458391904831 117.89161223173141 41.045299202203751 33.233331128954887 60.391143314540386 41.289136573672295 leaf_count=346 1297584 301 36 90 76 77 92 48 443 95 596 458 2791 55 292 93355 121 69 3577 736 3006 195 266 4966 139 481 251 157 431 199 internal_value=2.91077e-05 -0.00294819 -0.00014658 -0.00499691 -0.0180783 3.03378e-05 -0.00193893 -0.0177853 0.0052555 0.00201864 -0.00131052 -0.0167374 3.12971e-05 0.000309191 0.00024818 0.000260567 -0.000881174 0.000427963 0.000122178 -0.00377082 -0.00251745 -0.00351483 0.000352063 -0.00190585 -0.00281814 0.00252128 0.00550293 0.000925942 -0.00414466 -0.00316174 internal_weight=322926 237.292 180.184 94.9407 26.3571 68.5836 64.8932 12.9681 85.2437 51.9251 43.0268 9.54132 322689 24066.2 23525 23514.3 2910.99 2003.38 1975.83 907.618 808.943 746.447 1960.78 960.749 722.478 1000.03 99.3391 74.2786 623.139 562.748 internal_count=1411329 2658 2312 1568 166 1402 1366 125 744 1241 1146 550 1408671 111087 108296 108241 14886 9480 9359 5406 4670 4378 9290 5232 4183 4058 547 408 3636 3205 is_linear=0 shrinkage=0.03 Tree=915 num_leaves=31 num_cat=0 split_feature=1 0 0 0 1 2 2 2 0 2 2 2 2 1 1 2 2 0 2 2 2 2 0 2 1 0 2 0 2 2 split_gain=3.13038 3.88696 11.1342 9.30693 9.77274 12.6346 26.1257 13.4327 8.68241 9.82817 28.9753 10.31 12.8543 9.74758 9.21015 7.8111 6.58431 5.83362 5.43468 7.29131 8.57119 20.1059 17.931 14.607 12.9416 12.7747 10.4394 9.9522 17.9707 13.0348 threshold=-1.4999999999999998 56.500000000000007 74.500000000000014 55.500000000000007 -3.4999999999999996 2704.067260742188 3118.6667480468755 2362.8337402343755 54.500000000000007 2848.0100097656255 2225.1726074218755 2021.488708496094 259.04246520996099 -12.499999999999998 -2.4999999999999996 2704.067260742188 799.78054809570324 82.500000000000014 65.776599884033217 235.10141754150393 3673.077514648438 3673.2597656250005 64.500000000000014 3118.6667480468755 -6.4999999999999991 58.500000000000007 239.406120300293 63.500000000000007 1087.538757324219 833.09243774414074 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 -5 7 -7 -6 -1 10 11 12 -10 -11 -15 -12 -14 -4 -3 -20 23 22 24 25 -22 26 -21 -27 29 -29 right_child=-2 2 17 4 5 6 -8 -9 9 13 15 -13 16 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-7.0602924393322087e-05 8.1773682136568467e-05 0.012568622249195582 0.002182411593937316 -0.00061321613163050487 0.004423746013931455 0.025117102916418606 0.001169124833713404 -0.021360637030652566 0.0014517512644487427 0.026319582530361516 -0.027279982626111178 0.015227225649654759 -0.025101890521426327 -0.0061888192649044681 0.008234926252558894 -0.0085873551545429094 -0.0057149591274851513 -0.0009169030653699247 -0.004591474655604208 0.013333958358114859 -0.019528221561385877 -0.0014453770289722353 -0.019208582036336682 0.0053051191668645713 0.00033639970847163236 0.0032961219434509744 -0.0070297240531426945 -0.00061879218533057018 -0.008617116093722477 0.012295765263944309 leaf_weight=47160.395308915642 266776.98507489264 24.517086997628212 1393.318962328136 275.26511912792921 157.60213993489742 80.948632478713989 83.074789270758629 20.555915489792824 131.54010619223118 13.244455657899378 63.272515848278999 29.196537286043167 30.296717271208763 99.684882625937462 66.370894849300385 29.499642208218575 32.87434309720993 899.39001183956861 641.54382820427418 24.112301662564278 37.537305921316147 1990.42712444067 113.44782234728336 396.51947593688965 138.14531765878201 594.11273612082005 375.43880143761635 804.09159609675407 248.95536322891712 77.08013416826725 leaf_count=218270 1153941 123 6059 1265 645 383 356 87 574 79 275 129 126 457 291 133 143 4198 2657 109 158 8920 456 1718 564 2525 1596 3312 1024 324 internal_value=3.8959e-05 -0.000164887 -0.000788147 -6.47152e-05 0.00359485 0.00697999 0.0129879 0.00144874 -0.000112129 -0.00406068 -0.00723832 -0.00139716 -0.00388995 0.00155168 -0.000423787 -0.0213361 -0.0150129 0.000966604 -0.00152419 -0.00158768 -0.0011862 -0.0025192 -0.00991157 1.94614e-05 -0.00390798 -0.00096739 -0.00580081 0.000152638 -0.00149991 0.000510903 internal_weight=322809 56032.5 7758.64 48273.8 617.447 342.181 164.023 178.158 47656.4 495.98 316.68 223.908 194.711 179.3 166.056 92.7722 63.1711 2292.71 5465.93 5441.41 4799.87 2279.56 289.13 2520.31 175.683 2123.79 399.551 1724.24 1130.13 881.172 internal_count=1410897 256956 33743 223213 2736 1471 739 732 220477 2207 1380 972 843 827 748 408 269 10257 23486 23363 20706 10098 1178 10608 722 8890 1705 7185 4660 3636 is_linear=0 shrinkage=0.03 Tree=916 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 3 2 0 0 0 2 2 0 0 2 2 1 0 1 2 2 0 0 0 2 3 0 2 1 split_gain=2.94486 3.75604 8.6676 20.0003 22.8292 11.3466 13.2664 52.0604 10.64 29.9606 48.498 41.311 19.3973 19.3442 19.0304 11.8066 11.3305 10.4924 8.81386 8.66038 12.0728 10.3504 9.74499 8.45142 8.19155 8.10453 8.03756 7.66273 14.4368 7.53546 threshold=-1.4999999999999998 225.45304870605472 1.247500002384186 184.66258239746097 1.0000000180025095e-35 192.42346954345706 1.2994999885559084 184.66258239746097 41.500000000000007 43.500000000000007 42.500000000000007 195.44509887695315 203.28157806396487 55.500000000000007 40.500000000000007 200.29206085205081 211.06961059570315 7.5000000000000009 32.500000000000007 1.0000000180025095e-35 216.75743103027347 211.06961059570315 32.500000000000007 39.500000000000007 39.500000000000007 216.75743103027347 1.0619999766349795 53.500000000000007 207.88987731933597 4.5000000000000009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 6 7 -4 12 10 11 -10 15 -11 19 -7 -12 27 -17 21 -21 22 -14 -22 -23 29 -19 -6 -29 -13 right_child=1 -3 5 4 17 8 -8 -9 9 13 16 25 14 -15 -16 18 -18 26 -20 20 23 24 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.00015991732238840033 -0.00031893949556509722 0.00011450599440230147 -0.0013482088830920585 -0.0017192771107346066 0.0042873169425030897 0.00025571424611702735 0.00064753681921023674 -0.02893239900835114 0.002373879119191037 0.008908537640099851 -0.02976875713607665 -0.025567592663465432 -0.012958038832760229 -0.0025087955556679807 -0.014429227117748043 0.029594631623147603 -0.0087086912719953734 0.022261263408883972 0.0063268862199076644 -0.0024330902932863151 0.0053915311484412868 -0.0046932115990713803 0.001813294117325811 -0.0081241812677846168 -0.015579711325777346 0.0047514248613089458 -0.0085903570830255429 -0.001167170642327756 0.013562848301079178 -0.0050673020559693794 leaf_weight=56033.474286278477 8943.6657073348761 243032.56212409399 1480.980796135962 697.17885479331017 1218.8850636929274 538.22748031467199 5554.288605902344 64.25002209842205 260.46165765076876 145.61913128197193 106.0836668163538 85.55078661441803 45.102828308939934 1612.2557571604848 109.1382287889719 15.330868378281592 29.353469789028168 8.4434619992971403 330.94324247539043 610.53137950599194 409.77232007682323 581.15872816741467 369.48851817846298 46.347986042499542 69.662447959184647 11.568092137575148 76.074796825647354 81.880586966872215 222.90857066214085 19.888990201056004 leaf_count=256956 38746 1051111 6372 2807 4972 2317 24295 318 1114 626 543 362 186 7137 514 65 123 53 1406 2828 1829 2334 1479 239 283 47 450 341 905 139 internal_value=3.77935e-05 7.93203e-05 -0.000280808 0.000323296 0.00281484 -0.00082463 -3.64774e-05 -0.00249515 -0.00186151 -0.00342438 -0.00980383 -0.00427807 -0.000726105 -0.001563 -0.00221077 0.00303582 -0.0252044 0.00478046 0.00735704 -0.00158531 0.000325582 -0.00349843 0.000206341 0.00401815 -0.00585848 -0.0190854 -0.00550825 0.00535118 0.00960568 -0.0217006 internal_weight=322811 266778 23745 11249 2305.37 12496 7099.52 1545.23 5396.49 2270.78 512.907 377.47 3125.7 1757.87 2241.2 884.502 135.437 1608.19 346.274 2132.06 1066.65 1065.41 414.591 456.12 650.821 117.008 84.5183 1523.67 304.789 105.44 internal_count=1410897 1153941 102830 48274 9528 54556 30985 6690 23571 10091 2328 1662 13480 7763 9692 3788 666 6721 1471 9178 4896 4282 1665 2068 2617 548 503 6218 1246 501 is_linear=0 shrinkage=0.03 Tree=917 num_leaves=31 num_cat=0 split_feature=1 0 0 0 1 2 2 2 0 2 2 2 2 1 1 2 2 0 2 2 2 2 0 2 1 0 2 0 2 2 split_gain=2.77066 3.65643 10.4737 8.76914 9.22805 11.9917 24.9638 12.5913 8.15869 9.22502 27.0347 9.72998 12.0565 9.30581 8.6679 7.24596 6.15485 5.49166 5.13566 6.8534 8.05851 18.8948 16.8535 13.7595 12.1143 12.0026 9.8278 9.3679 16.8865 12.2946 threshold=-1.4999999999999998 56.500000000000007 74.500000000000014 55.500000000000007 -3.4999999999999996 2704.067260742188 3118.6667480468755 2362.8337402343755 54.500000000000007 2848.0100097656255 2225.1726074218755 2021.488708496094 259.04246520996099 -12.499999999999998 -2.4999999999999996 2704.067260742188 799.78054809570324 82.500000000000014 65.776599884033217 235.10141754150393 3673.077514648438 3673.2597656250005 64.500000000000014 3118.6667480468755 -6.4999999999999991 58.500000000000007 239.406120300293 63.500000000000007 1087.538757324219 833.09243774414074 decision_type=2 2 2 2 2 2 2 2 2 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 18 8 -5 7 -7 -6 -1 10 11 12 -10 -11 -15 -12 -14 -4 -3 -20 23 22 24 25 -22 26 -21 -27 29 -29 right_child=-2 2 17 4 5 6 -8 -9 9 13 15 -13 16 14 -16 -17 -18 -19 19 20 21 -23 -24 -25 -26 27 -28 28 -30 -31 leaf_value=-6.3683435992847856e-05 7.6936486301478792e-05 0.012263768402012647 0.0021227880561944042 -0.00058986929434400287 0.0042984399384339463 0.024607079872678767 0.0011391312942726757 -0.020612206919199193 0.0014133984813501032 0.025888688271826204 -0.026266989175119191 0.01484000774090751 -0.024248854008300551 -0.0059850057176638405 0.0080111196819474748 -0.0083009486222250378 -0.0055303213569142537 -0.0008843012484051467 -0.0044459811161338594 0.012989845782391769 -0.018856118877188941 -0.0013965772834244709 -0.018609048861016175 0.0051578781760738086 0.00033111355711642804 0.0032041646817685733 -0.0068034951629832889 -0.00059536957746276239 -0.0083440573349856141 0.011960904239007209 leaf_weight=47163.120154439763 266775.42053444055 24.38434237241745 1392.6386520043015 275.33495546877384 157.50788091123104 80.175153210759163 83.054440006613731 20.656856849789619 131.5031818151474 13.066106773912905 63.722601264715195 29.07095168530941 30.413786098361015 99.903773933649063 66.220360234379768 29.583564296364784 32.923441350460052 899.68676974624395 641.96299415826797 24.018851011991501 37.696950495243073 1991.3250428102911 113.55868716537952 395.98055563867092 138.14200639724731 593.72370859980583 376.01130770146847 804.17254151403904 249.24165999889374 76.894676521420479 leaf_count=218270 1153941 123 6059 1265 645 383 356 87 574 79 275 129 126 457 291 133 143 4198 2657 109 158 8920 456 1718 564 2525 1596 3312 1024 324 internal_value=3.66557e-05 -0.000155114 -0.000759576 -5.79583e-05 0.0034964 0.00679197 0.0126661 0.00141024 -0.000103953 -0.0039299 -0.00700362 -0.00135007 -0.0037657 0.00151146 -0.000405874 -0.0205707 -0.0145187 0.000942572 -0.00147328 -0.00153482 -0.00114554 -0.00243753 -0.00960027 2.3762e-05 -0.00378231 -0.000933371 -0.00561505 0.000152927 -0.00144981 0.000500473 internal_weight=322811 56035.7 7759.44 48276.3 616.729 341.394 163.23 178.165 47659.5 496.408 317.218 223.911 194.84 179.19 166.124 93.3062 63.3372 2292.33 5467.11 5442.73 4800.77 2280.72 289.398 2520.04 175.839 2124.06 400.03 1724.03 1130.31 881.067 internal_count=1410897 256956 33743 223213 2736 1471 739 732 220477 2207 1380 972 843 827 748 408 269 10257 23486 23363 20706 10098 1178 10608 722 8890 1705 7185 4660 3636 is_linear=0 shrinkage=0.03 Tree=918 num_leaves=31 num_cat=0 split_feature=1 2 3 2 1 2 3 2 0 0 0 2 2 0 0 2 2 1 0 1 2 2 0 0 0 2 3 0 1 1 split_gain=2.60646 3.53523 8.15809 18.8134 21.4733 10.6833 12.4895 49.5591 10.0298 28.311 46.2039 39.0231 18.2508 18.1869 17.9936 11.0982 10.9135 9.87202 8.3287 8.14812 11.3534 9.74142 9.15208 7.95174 7.73877 7.67336 7.52449 7.40761 13.5344 7.34502 threshold=-1.4999999999999998 225.45304870605472 1.247500002384186 184.66258239746097 1.0000000180025095e-35 192.42346954345706 1.2994999885559084 184.66258239746097 41.500000000000007 43.500000000000007 42.500000000000007 195.44509887695315 203.28157806396487 55.500000000000007 40.500000000000007 200.29206085205081 211.06961059570315 7.5000000000000009 32.500000000000007 1.0000000180025095e-35 216.75743103027347 211.06961059570315 32.500000000000007 39.500000000000007 39.500000000000007 216.75743103027347 1.0619999766349795 55.500000000000007 1.0000000180025095e-35 1.5000000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 -5 6 7 27 12 10 11 -10 15 -11 19 -7 -12 -6 -17 21 -21 22 -14 -22 -23 -13 -19 -4 -29 -25 right_child=1 -3 5 4 17 8 -8 -9 9 13 16 25 14 -15 -16 18 -18 26 -20 20 23 24 -24 29 -26 -27 -28 28 -30 -31 leaf_value=-0.00015043961264520558 -0.00031169162608196433 0.00010876231003525756 0.00057109537983788465 -0.0016697910524439863 0.0051860399315732473 0.00024572256830886641 0.00062575226640746611 -0.028353083232643555 0.0022995763276969362 0.0086262990557990464 -0.029156826177260994 -0.021135511934780322 -0.012544970537443812 -0.0024371489317090776 -0.014051143753788723 0.028773134941497098 -0.008458399723897763 0.021311152694862338 0.0061297994286379455 -0.0023642914628248172 0.0052189340755185868 -0.0045541407248439374 0.0017566726735261352 0.0075459372432693239 -0.015144668191781075 0.0046054338652572555 -0.0083745257694044072 0.0017799944122794521 -0.0071119655695681154 -0.017170045878501079 leaf_weight=56036.475636852439 8943.3220406621695 243033.37265077699 828.98904062062502 697.26760970056057 1524.3348378837109 538.25200594216585 5554.7274779640138 63.610862702131271 260.54836793243885 145.82980018854141 105.08440515398979 105.02926449477673 45.197127163410187 1611.4023909121752 108.73669748008251 15.294832706451414 29.323866039514542 8.5526669472455961 331.20745797455311 610.05154477059841 410.43275040388107 581.23195560276508 369.47104907035828 17.304205775260925 69.526338055729866 11.570919021964071 75.720729112625122 249.82288764417171 401.90152171999216 28.884366527199745 leaf_count=256956 38746 1051111 3538 2807 6218 2317 24295 318 1114 626 543 501 186 7137 514 65 123 53 1406 2828 1829 2334 1479 76 283 47 450 1003 1831 163 internal_value=3.55591e-05 7.46282e-05 -0.000274774 0.000311271 0.00272743 -0.000802454 -3.7734e-05 -0.0024242 -0.00180883 -0.00332716 -0.00953827 -0.00415594 -0.000706717 -0.00151901 -0.00214718 0.00294158 -0.024641 0.00463345 0.00712929 -0.00154008 0.000313416 -0.00339575 0.000197852 0.00389087 -0.00568562 -0.0185811 -0.00536181 -0.00131031 -0.00370345 -0.00791039 internal_weight=322812 266776 23742.6 11249.2 2305.88 12493.4 7099.05 1544.32 5394.38 2268.79 511.557 377.149 3125.59 1757.23 2240.84 884.754 134.408 1608.61 346.502 2132.1 1066.67 1065.43 414.668 456.621 650.758 116.6 84.2734 1480.71 651.724 46.1886 internal_count=1410897 1153941 102830 48274 9528 54556 30985 6690 23571 10091 2328 1662 13480 7763 9692 3788 666 6721 1471 9178 4896 4282 1665 2068 2617 548 503 6372 2834 239 is_linear=0 shrinkage=0.03 Tree=919 num_leaves=31 num_cat=0 split_feature=1 0 2 1 1 2 0 0 0 2 3 2 2 2 0 2 0 0 2 2 0 0 2 2 2 2 0 1 0 2 split_gain=2.45227 3.45566 7.88407 8.76141 14.2999 10.466 12.2312 9.11433 7.90045 8.19389 19.4795 21.5061 17.4422 17.1737 16.0411 11.1137 9.6206 9.05937 10.3626 8.04964 15.8372 12.4951 9.28442 13.5853 11.0762 8.61614 7.42376 7.88214 7.34361 7.3322 threshold=-1.4999999999999998 30.500000000000004 394.01574707031256 -2.4999999999999996 -8.4999999999999982 99992.636718750015 13.500000000000002 20.500000000000004 13.500000000000002 21922.121093750004 9.5555000305175799 3008.5642089843755 3618.2971191406255 12925.947753906252 7.5000000000000009 1682.390319824219 5.5000000000000009 11.500000000000002 50102.638671875007 799.78054809570324 22.500000000000004 22.500000000000004 26691.365234375004 2848.0100097656255 1045.9146118164065 586.15780639648449 11.500000000000002 -15.499999999999998 20.500000000000004 444.35388183593756 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 26 -6 -7 -8 9 10 29 15 16 14 -14 -12 -13 -11 -19 20 25 -21 23 24 -23 -10 -4 28 -28 -5 right_child=-2 -3 3 8 5 6 7 -9 19 17 11 12 13 -15 -16 -17 -18 18 -20 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.0022432893704815073 7.2384861252062442e-05 -0.00034736704611035198 0.0011547552715002315 0.027000488405893173 0.0014102912001500568 -0.0044808689423095826 0.0063405619565533112 -0.0061374229681252701 0.0060614812206856716 0.0028317654107457941 -0.0041450773929903456 -0.008768977255640879 -0.0059326154546130716 -0.014012459574266995 0.0092075967274399765 0.0087243602631840982 -0.035867223214564085 -0.023040186225503464 -0.0014375290864608436 -0.0032792299194331835 -0.0032548936889558711 0.0077617786058711176 -0.004565253218140216 0.0022196011644110389 -0.0078426567909259184 0.00052204957970779014 -0.0028661297204969995 -0.0036310708827994405 0.0024041886159971407 0.0016423937786736267 leaf_weight=1488.3261606059968 266772.9847906956 32369.942040391266 844.84950606018538 10.370369121432303 8567.3997872147011 591.78498239489272 206.41897621750832 70.738351717591286 416.57240383327007 1390.9968472551554 108.78416296094656 19.914412342011929 251.91463919915259 163.10289306240156 83.976657703518867 135.76223615556955 28.907328441739082 24.211586102843285 114.46953317523003 2704.2407132834196 647.47981783747673 49.75943797826767 342.69874712824821 1263.3785414546728 230.95134024322033 642.45105738937855 446.72883213311434 1328.812290802598 509.12821046635509 984.49266267498024 leaf_count=6676 1153941 141580 7482 60 40793 3978 845 286 1747 8075 576 113 1407 810 361 726 124 104 473 11595 2659 210 1381 5300 967 2857 2475 6071 2621 4604 internal_value=3.4488e-05 -0.000145921 0.000129583 -1.22493e-05 0.000509294 0.00109211 -0.00204507 0.00315583 -0.000693895 0.000491065 -0.000888398 -0.00439786 -0.00770006 -0.00602565 -0.00214739 0.00299951 -0.0248138 0.00210279 -0.00520902 -0.00131801 0.000441229 -0.00197193 -9.82413e-05 0.000893178 -0.00507658 0.00270101 -0.00124804 -0.00213657 -5.89445e-05 0.00190672 internal_weight=322812 56038.6 23668.6 22180.3 12565.9 9436.34 868.942 277.157 9614.44 3316.9 1787.23 792.362 547.816 498.994 335.891 244.546 48.8217 1529.68 138.681 6297.53 1706.5 4591.03 1886.79 1544.09 280.711 1059.02 3129.52 2284.67 955.857 994.863 internal_count=1410897 256956 115376 108700 64551 45902 5109 1131 44149 17433 8781 4117 2815 2578 1768 1302 237 8652 577 26716 7263 19453 7858 6477 1177 4604 18649 11167 5096 4664 is_linear=0 shrinkage=0.03 Tree=920 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 2 1 2 2 2 0 0 2 0 1 2 0 2 0 0 2 2 0 0 2 2 0 0 split_gain=2.94052 5.48037 15.6256 37.426 12.9555 19.6862 10.3671 9.94897 9.09154 10.9721 8.90217 31.7987 8.89893 8.44875 7.68802 17.6395 11.3558 7.60313 11.6714 20.5344 9.48554 8.86324 18.7877 7.35739 25.3084 19.7408 13.5804 7.30189 21.9367 7.22996 threshold=65.500000000000014 3290.9838867187505 1236.168395996094 72.500000000000014 3673.077514648438 67.500000000000014 -9.4999999999999982 930.90408325195324 9.5000000000000018 346.46589660644537 2848.0100097656255 2180.0605468750005 66.500000000000014 71.500000000000014 3178.1462402343755 66.500000000000014 1.0000000180025095e-35 1384.018249511719 80.500000000000014 1806.0396118164065 88.500000000000014 73.500000000000014 1266.0092773437502 1957.453552246094 85.500000000000014 83.500000000000014 1572.3760986328127 2799.732299804688 76.500000000000014 82.500000000000014 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 10 5 -3 -2 8 -8 -10 11 -4 -9 -11 -12 -16 -17 21 19 -19 23 22 -5 24 25 -20 -26 -21 -29 -14 right_child=1 4 3 17 -6 -7 7 12 9 13 14 -13 29 -15 15 16 -18 18 20 27 -22 -23 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-1.1211524304784267e-05 0.013159893924027034 0.013878273219880957 -0.010569209412884313 -0.01931103572840645 -0.00012629603029293675 0.00094931420299371259 -0.00080216884545519958 -0.014609668102844106 -0.0070780960561904324 0.027729932087320202 -0.018866369302753375 0.0036383713346982492 0.0053342770486962954 0.0072104118031604781 0.015480139304432976 -0.00061496328270058207 -0.032219709641393313 0.0044906441569525926 -0.0025880534849875765 -0.008848330742547119 -0.00086428593421295624 -0.0075186282840528761 0.023886016045903364 0.0074863060942799882 0.042276385055657589 -0.04021687843346157 0.00071869251001120964 0.010096990689789162 -0.012011993476986076 0.00056720596946274412 leaf_weight=289653.21956008155 51.574095740914345 149.17189195752144 489.07887928187847 14.326995700597761 19839.824786078185 366.17972648143768 8662.7481800541282 27.533390283584595 39.926301822066307 22.343063935637474 109.76451976597309 199.65738651156425 507.77923153340816 94.19262170791626 22.664220914244652 19.170402437448502 21.944234952330589 252.77025982737541 53.055497989058495 305.85453706979752 359.69341094046831 218.32154446840286 24.656908437609673 378.37994621694088 14.614411354064943 16.434589326381683 13.721872001886366 80.732904717326164 80.827892541885376 656.57741624116898 leaf_count=1269462 244 613 2093 60 84251 1569 37194 114 248 108 454 824 2109 447 92 78 92 1055 227 1277 1597 987 104 1587 64 77 60 334 338 2949 internal_value=-4.18195e-05 -0.000309718 -0.000797736 -0.00283536 -4.31454e-06 0.00469169 -0.00025593 -0.000325045 -0.000672719 0.00649447 -0.00798069 -0.00645058 0.00224752 0.0111446 -0.0140532 -0.00576963 -0.0174835 -0.000388719 0.000401194 -0.00239792 0.00281282 -0.00516582 0.00801064 0.00559026 -0.00174342 -0.0114874 0.022152 -0.00612313 -0.000964001 0.00264614 internal_weight=322747 33093.5 12738.3 2675.67 20355.2 515.352 10062.7 10011.1 8819.21 156.462 862.28 688.736 1191.89 116.536 173.543 63.7789 41.1146 1813.39 1556.09 720.186 835.9 257.305 38.9839 476.206 97.8264 69.4901 28.3363 467.415 161.561 1164.36 internal_count=1410708 141246 54813 11400 86433 2182 43413 43169 37997 803 3633 2917 5172 555 716 262 170 7767 6616 3004 3612 1151 164 2015 428 304 124 1949 672 5058 is_linear=0 shrinkage=0.03 Tree=921 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 1 0 0 2 0 0 0 2 0 0 2 0 1 0 0 2 2 0 0 2 2 2 1 2 1 split_gain=2.76731 5.29891 20.3791 20.3262 26.0023 14.9671 14.0606 11.8797 10.7835 9.92245 14.9187 17.9559 8.43442 9.35054 7.91902 7.05965 8.37959 6.17887 8.15859 6.21616 9.75161 5.68946 23.4441 13.513 7.22982 5.38483 8.34524 17.3572 6.94863 5.15006 threshold=65.500000000000014 346.46589660644537 1.0000000180025095e-35 297.03073120117193 284.12406921386724 -1.4999999999999998 71.500000000000014 77.500000000000014 135.80005645751956 79.500000000000014 77.500000000000014 76.500000000000014 219.36421203613284 81.500000000000014 84.500000000000014 310.97680664062506 70.500000000000014 -1.4999999999999998 66.500000000000014 67.500000000000014 219.36421203613284 356.29209899902349 66.500000000000014 79.500000000000014 361.94923400878912 279.21791076660162 271.27960205078131 1.5000000000000002 284.12406921386724 -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 4 9 -6 8 -5 -4 10 11 17 -8 -14 -15 25 -17 19 -19 29 -21 22 -3 -24 -23 26 -10 -28 -27 -2 right_child=1 21 6 7 5 -7 12 -9 15 -11 -12 -13 13 14 -16 16 -18 18 -20 20 -22 24 23 -25 -26 28 27 -29 -30 -31 leaf_value=-1.0875190883904118e-05 0.021743641863324305 0.016836536490890737 0.00098331593215558667 -0.0055083420937103245 -0.0025189082224282744 0.021352374258540585 -0.0027907166364786588 0.014821881197929883 -0.0086191208605350522 -0.010613838236181405 0.019986161129714398 -0.034901502799878789 0.010553586437771574 -0.015435277340192587 0.013675699706059674 0.0005023049954839292 -0.01029226260117112 -0.0024182349708765732 0.0070135171308481035 -0.0019061745982360955 -0.023711417852074958 -0.006390067538998092 -0.0069186640442494424 0.02250935242808292 -0.00018739035618980335 -0.019223153287944141 0.016451068702190649 -0.015907004932285168 -0.0090330093288188782 0.00046410657805263478 leaf_weight=289653.28983781626 11.956133678555487 85.882324233651161 179.25361759960651 388.13701300323009 30.492665365338326 105.17243474721909 219.57389066368341 27.715139031410217 223.82532343268394 54.948718994855881 41.847437679767609 11.981507286429403 117.49883976578712 26.993197545409203 12.216206148266791 188.72146877646446 98.504953309893608 116.41015566885471 283.70487454533577 69.140357181429863 25.181200295686722 170.08486895263195 115.10657751560211 15.994768917560576 30014.088929855265 80.10519115626812 38.073965787887573 24.533122852444649 242.67934283614159 71.147690176963806 leaf_count=1269462 56 357 792 1569 128 435 1097 125 1052 226 202 49 516 143 54 861 463 475 1173 291 104 737 492 69 127725 375 164 127 1092 297 internal_value=-4.0567e-05 -0.000300467 -0.00157674 0.0012514 0.00398576 0.015987 -0.00398777 -0.0041534 -0.00573382 0.00161347 0.00267763 0.00144898 0.00100372 0.00632036 -0.00636537 -0.00707698 -0.00319972 0.00220309 0.00426943 -0.00245673 -0.00772756 -0.000187545 0.00465293 -0.00332836 -0.000222342 -0.00890498 -0.00591088 0.00377128 -0.0115619 0.00352559 internal_weight=322744 33091 2689.81 1237.84 821.983 135.665 1451.98 415.852 1075.7 686.318 631.369 589.522 376.282 156.708 39.2094 896.443 287.226 577.54 400.115 177.425 94.3216 30401.2 216.984 131.101 30184.2 609.217 286.432 62.6071 322.785 83.1038 internal_count=1410708 141246 11866 5130 3436 563 6736 1694 4926 2873 2647 2445 1810 713 197 4134 1324 2396 1648 748 395 129380 918 561 128462 2810 1343 291 1467 353 is_linear=0 shrinkage=0.03 Tree=922 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 2 1 2 2 2 0 0 2 0 1 2 0 2 0 2 1 2 0 2 0 0 2 2 split_gain=2.60423 5.04341 14.8479 35.2826 12.1955 18.5677 9.78255 9.27799 8.63197 10.0611 8.39933 29.9954 8.38147 7.78899 7.23488 16.64 10.7891 7.16239 10.9843 19.3287 9.08312 12.3062 19.7058 11.9698 8.34701 17.6441 7.03496 16.8827 15.7711 11.0843 threshold=65.500000000000014 3290.9838867187505 1236.168395996094 72.500000000000014 3673.077514648438 67.500000000000014 -9.4999999999999982 930.90408325195324 9.5000000000000018 346.46589660644537 2848.0100097656255 2180.0605468750005 66.500000000000014 71.500000000000014 3178.1462402343755 66.500000000000014 1.0000000180025095e-35 1384.018249511719 80.500000000000014 1806.0396118164065 83.500000000000014 2078.127319335938 1.5000000000000002 3008.5642089843755 73.500000000000014 1266.0092773437502 87.500000000000014 84.500000000000014 1193.5148925781252 997.99557495117199 decision_type=2 2 2 2 2 2 2 2 2 2 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 10 5 -3 -2 8 -8 -10 11 -4 -9 -11 -12 -16 -17 24 19 -19 21 22 -20 -23 25 -5 27 -14 29 -29 right_child=1 4 3 17 -6 -7 7 12 9 13 14 -13 26 -15 15 16 -18 18 20 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-1.0548948575712402e-05 0.012834599365511658 0.013489933161617751 -0.010267667335571107 -0.0187852863824567 -0.00011688263545248466 0.0009264107239413561 -0.00076075196423519575 -0.014186054514715303 -0.0067242946497436786 0.026600478534504972 -0.018322711821457238 0.0035337304133932173 0.0046353689337275466 0.0069851352258296102 0.015033587236578281 -0.00059083819946109575 -0.031439716881260418 0.0043596444879001302 -0.007001405753891402 -0.0059374437974078322 0.0008604833245078596 0.019065032451036686 0.029884635909234607 -0.0019888697906064699 -0.0072988064656791416 0.023089674858806437 0.0079289491338622314 -0.016559647617606837 0.014401551915104723 -0.0028714498014186544 leaf_weight=289653.35806718032 51.3067327439785 148.92802107334137 488.08668166399002 14.282529652118681 19840.281054958934 366.19762647151947 8658.6316514089704 27.494593590497971 39.600789576768875 22.575278669595718 109.59957465529442 199.719278678298 607.87276101112366 94.423360630869865 22.64605401456356 19.172114759683609 21.812087595462799 252.87893335521221 74.576535731554031 467.13946861028671 614.87647355720401 98.113869085907936 15.795998603105543 32.305484563112259 217.98706230521202 24.746687904000282 185.49184288084507 66.637550443410873 39.629720568656921 264.86614322662354 leaf_count=1269462 244 613 2093 60 84251 1569 37194 114 248 108 454 824 2559 447 92 78 92 1055 310 1949 2691 405 71 135 987 104 809 306 177 1207 internal_value=-3.93513e-05 -0.00029149 -0.000759804 -0.00274685 1.43913e-06 0.00455865 -0.000231611 -0.000298601 -0.000634502 0.00634604 -0.00774714 -0.00626013 0.00218551 0.01077 -0.0136512 -0.00560491 -0.0170088 -0.000371713 0.000394777 -0.00232099 0.0027347 0.00795414 -0.000554183 0.0138499 -0.00501118 0.00776576 0.00257206 0.00155709 -0.00348477 -0.005623 internal_weight=322741 33087.7 12732.3 2673.74 20355.4 515.126 10058.5 10007.2 8815.23 156.599 861.036 687.806 1191.99 116.999 173.23 63.6303 40.9842 1812.7 1555.69 720.018 835.668 220.792 90.3725 130.419 257.016 39.0292 1164.5 979.006 371.133 331.504 internal_count=1410708 141246 54813 11400 86433 2182 43413 43169 37997 803 3633 2917 5172 555 716 262 170 7767 6616 3004 3612 921 381 540 1151 164 5058 4249 1690 1513 is_linear=0 shrinkage=0.03 Tree=923 num_leaves=31 num_cat=0 split_feature=0 2 1 2 2 1 0 0 2 0 0 0 2 0 0 2 0 1 0 0 2 2 0 0 2 2 2 1 2 1 split_gain=2.45085 4.88554 19.1325 19.1539 24.5548 14.185 13.2646 11.2117 10.1845 9.33911 14.1425 16.8417 7.9315 8.77988 7.48704 6.69176 7.92962 5.85257 7.68387 5.82833 9.15858 5.33749 22.0293 12.7504 6.80476 5.10359 7.88858 16.3147 6.63857 4.81305 threshold=65.500000000000014 346.46589660644537 1.0000000180025095e-35 297.03073120117193 284.12406921386724 -1.4999999999999998 71.500000000000014 77.500000000000014 135.80005645751956 79.500000000000014 77.500000000000014 76.500000000000014 219.36421203613284 81.500000000000014 84.500000000000014 310.97680664062506 70.500000000000014 -1.4999999999999998 66.500000000000014 67.500000000000014 219.36421203613284 356.29209899902349 66.500000000000014 79.500000000000014 361.94923400878912 279.21791076660162 271.27960205078131 1.5000000000000002 284.12406921386724 -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 4 9 -6 8 -5 -4 10 11 17 -8 -14 -15 25 -17 19 -19 29 -21 22 -3 -24 -23 26 -10 -28 -27 -2 right_child=1 21 6 7 5 -7 12 -9 15 -11 -12 -13 13 14 -16 16 -18 18 -20 20 -22 24 23 -25 -26 28 27 -29 -30 -31 leaf_value=-1.0232448485216376e-05 0.021135599235164837 0.016314789111208306 0.00097861020015717597 -0.0053288375135153304 -0.0024383354400076386 0.020806688564875969 -0.0026844803959577617 0.014458076581075742 -0.0083629600085976027 -0.010280083641010672 0.01951778567174306 -0.033727030529526456 0.010239582573875177 -0.015057293574875466 0.01325284323545009 0.00051731635949346579 -0.0099982121541982872 -0.0023223943928993218 0.0068312205789436932 -0.0018334253232703693 -0.022943588969230447 -0.0061941906059922724 -0.0067187250600314321 0.021887765928721974 -0.00017422137425623338 -0.018752695077319033 0.015913562922399677 -0.015509621588355194 -0.0087614365317665484 0.00047298634693947812 leaf_weight=289653.42399369401 11.833347201347349 85.961967676877975 179.26269119977951 388.18090268969536 30.503285482525826 104.81345844268799 219.25589845329523 27.605495661497116 223.03437902033329 54.937323495745659 41.618421941995621 12.01807004213333 117.75983220338821 26.798624098300934 12.251064226031302 188.67872039973736 98.095853447914124 116.43330056965351 283.48829744756222 69.166365042328835 25.248280137777328 169.94909246265888 115.00111863017082 15.970213308930395 30012.049385877559 79.526439025998116 38.231442779302597 24.336031928658485 241.92478592693806 71.150694891810417 leaf_count=1269462 56 357 792 1569 128 435 1097 125 1052 226 202 49 516 143 54 861 463 475 1173 291 104 737 492 69 127725 375 164 127 1092 297 internal_value=-3.81727e-05 -0.000282784 -0.00150916 0.00123124 0.00388752 0.0155668 -0.00384837 -0.00401512 -0.0055475 0.00158338 0.00261633 0.00142277 0.00100001 0.00615178 -0.00617555 -0.00685635 -0.00307969 0.00215448 0.00416623 -0.00238074 -0.00747869 -0.000174417 0.00451449 -0.00323054 -0.000208119 -0.00864046 -0.0057222 0.00369131 -0.0112333 0.00341943 internal_weight=322739 33085.1 2686.15 1237 821.211 135.317 1449.16 415.786 1073.09 685.894 630.957 589.338 376.065 156.81 39.0497 893.828 286.775 577.32 399.922 177.399 94.4146 30398.9 216.933 130.971 30182 607.053 285.602 62.5675 321.451 82.984 internal_count=1410708 141246 11866 5130 3436 563 6736 1694 4926 2873 2647 2445 1810 713 197 4134 1324 2396 1648 748 395 129380 918 561 128462 2810 1343 291 1467 353 is_linear=0 shrinkage=0.03 Tree=924 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 0 0 0 1 2 2 0 0 2 0 0 0 1 2 0 0 1 1 0 0 1 0 2 split_gain=2.32418 4.23803 6.1963 57.7038 24.3614 9.81549 9.17948 7.09614 7.27425 7.01055 5.53348 8.54286 5.83184 8.19893 11.372 5.77649 4.19865 9.8914 5.57528 4.19571 4.07235 25.6562 17.2745 12.6978 9.1115 9.82945 7.4632 4.29526 4.01791 24.405 threshold=42.500000000000007 195.44509887695315 216.75743103027347 41.500000000000007 211.06961059570315 39.500000000000007 4.5000000000000009 28.500000000000004 34.500000000000007 38.500000000000007 8.5000000000000018 157.04295349121097 65.776599884033217 13.500000000000002 14.500000000000002 188.89690399169925 23.500000000000004 10.500000000000002 40.500000000000007 1.0000000180025095e-35 203.28157806396487 40.500000000000007 36.500000000000007 1.0000000180025095e-35 1.5000000000000002 29.500000000000004 36.500000000000007 -6.4999999999999991 39.500000000000007 468.30728149414068 decision_type=2 2 2 2 2 2 2 2 2 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 20 7 -5 -6 -9 -10 12 -12 16 -14 15 -15 17 -1 19 -18 22 24 -3 -23 25 -22 -26 -27 -4 -30 right_child=-2 2 28 6 5 -7 -8 8 9 -11 11 -13 13 14 -16 -17 18 -19 -20 -21 21 23 -24 -25 26 27 -28 -29 29 -31 leaf_value=0.0021117079496291158 -0.00013854726255415706 0.017217004182717242 -7.6565208189786773e-06 -0.025389674361929931 -0.022459932395738118 -0.01732874775140391 -0.0023510561338548658 0.016217563765243217 -0.020349176010960868 -0.0037484096634919652 -0.00044210238856021828 0.023440821097856408 0.017421643402279422 -0.0081303622245560061 0.001131784714087761 -0.039231293344991779 -0.0052449690080374157 -0.033424539883406032 -0.013312335846119483 0.0052398973403386577 -0.0060047133432398333 -0.030600046098579706 0.0012789148373397118 0.00015488795895871827 0.0059017832488955568 0.015860650514088727 -0.0088545646298896167 0.0027509386990118346 -0.0030573706532937873 0.0011000539677295093 leaf_weight=14.767969682812693 124603.3430472808 65.711327686905861 179912.26921965386 100.73586767911911 19.596983313560486 64.979830101132393 18.40943718701601 15.442226633429526 24.395714446902275 372.14655205607414 29.417658552527428 24.879299201071262 27.574968252331018 13.853559590876102 3733.4330375492573 8.7818739861249924 64.924385294318199 13.487940371036528 33.684888735413551 72.940254747867584 122.20905797183514 36.345730721950531 892.11360505968332 18.09823702275753 39.843073278665543 23.164706498384476 136.6154135838151 775.57694874703884 1455.7716252356768 10000.740588694811 leaf_count=135 538299 281 794568 426 93 314 131 66 102 1593 143 159 194 109 16090 55 292 90 141 302 533 146 3803 92 192 113 707 3174 6205 42160 internal_value=-3.70287e-05 2.68153e-05 6.80337e-06 -0.00141357 -0.000480229 -0.00645866 -0.0218299 -0.00482204 -0.00398305 -0.00476971 0.000988788 0.0105012 0.000859128 0.00112291 0.00100325 -0.0201966 -0.00413599 -0.0148515 -0.00237104 0.000302275 0.000926932 -0.000275001 0.00237234 -0.0203765 0.000722262 0.00191882 -0.00552269 0.00313114 2.70317e-05 0.000571773 internal_weight=322735 198132 194094 2725.38 2606.24 496.561 119.145 431.581 411.984 396.542 4037.75 54.297 3983.45 3783.64 3756.07 22.6354 199.805 28.2559 171.55 137.865 2109.68 1151.85 957.825 54.444 1097.41 920.951 176.458 798.742 191369 11456.5 internal_count=1410708 872409 854699 11766 11209 2168 557 1854 1761 1695 17710 302 17408 16448 16254 164 960 225 735 594 9041 4957 4084 238 4719 3820 899 3287 842933 48365 is_linear=0 shrinkage=0.03 Tree=925 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 0 2 0 2 2 1 0 2 2 2 1 0 2 2 1 1 2 1 2 2 2 1 2 3 1 split_gain=2.01595 3.54959 8.86282 8.58868 13.093 8.302 9.17774 7.8603 8.67198 6.44511 8.56256 5.4836 5.74587 5.17417 4.779 13.502 9.32497 7.24473 7.44479 6.26483 5.78167 8.82857 6.45843 5.74567 5.21528 7.1813 5.08929 4.57224 8.3665 6.97087 threshold=10.500000000000002 4165.5986328125009 29.500000000000004 13.500000000000002 61458.453125000007 26.500000000000004 482.89285278320318 24.500000000000004 3407.3515625000005 5947.2192382812509 14.500000000000002 15.500000000000002 10798.300781250002 5224.6887207031259 12367.713378906252 16.500000000000004 17.500000000000004 21922.121093750004 68603.160156250015 20.500000000000004 12.500000000000002 6665.8681640625009 13.500000000000002 10798.300781250002 6514.3598632812509 7303.1936035156259 18.500000000000004 4911.6706542968759 1.1510000228881838 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 5 3 4 -3 6 -2 8 -8 10 13 12 -11 -5 16 -16 23 -17 -19 20 21 -18 -22 -13 -21 -26 -20 28 -4 -30 right_child=1 2 27 9 -6 -7 7 -9 -10 11 -12 14 -14 -15 15 17 19 18 26 24 22 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=4.6097891703470322e-05 0.0065921519284119715 -0.019300538314728544 -0.015329868225078825 -0.017622729179972686 0.0057808538179265432 -0.00070919276927800402 -0.008839676370514039 -0.014853783145284707 0.0063684240314714801 -0.0077721835004093869 0.016197270736325015 0.0063659402105399263 0.013572110713298856 0.0067119019465659074 -0.0062013430247125035 -0.012106895304656714 0.016511299905840594 0.0097322893457543313 0.0088143515896359163 -0.01980941610527924 0.02232144900453344 -0.010836012131702747 0.0049888595687109646 0.029064176055340535 0.012317472353604713 -0.016762038689054948 -0.014734026096861629 -0.001355643305875493 -0.0093692971616660767 0.0070080531222925027 leaf_weight=316581.15647378325 44.486136019229889 38.747702911496162 20.155473649501801 12.282482862472532 36.261499240994453 2864.8938408382237 105.8715173304081 97.643149897456169 49.533141434192657 13.69581915438175 72.039021521806717 19.795089140534401 66.300557971000671 21.858946397900581 194.86266727745533 20.348793759942055 14.235747143626211 146.71627974510193 13.41720727086067 18.575113326311111 22.105864554643631 41.880555436015129 155.10364642739296 20.360425844788551 18.397034451365474 13.075331524014471 21.48927965760231 1885.3655038715806 26.831071466207504 182.41724145412445 leaf_count=1380131 224 162 158 51 161 14936 620 566 235 55 297 81 294 88 821 85 57 633 55 76 91 171 641 87 75 54 88 9083 113 779 internal_value=3.55572e-05 -0.000497613 0.000224415 0.00258033 -0.00717551 -0.00120455 -0.00597422 -0.0081834 -0.0039923 0.00338755 0.0103324 0.00246621 0.00991785 -0.00204256 0.0016387 -0.000567606 0.00434491 0.00486784 0.00676967 0.00242765 0.00449354 -0.00389847 0.007151 0.0178748 -0.00720369 0.000236263 -0.0056826 -0.00086906 0.00312994 0.00490805 internal_weight=322840 6258.75 3096.32 981.549 75.0092 3162.43 297.534 253.048 155.405 906.54 106.18 800.359 79.9964 34.1414 720.363 396.834 323.529 201.972 181.623 283.373 233.326 56.1163 177.21 40.1555 50.0475 31.4724 34.9065 2114.77 229.404 209.248 internal_count=1410968 30837 14256 4123 323 16581 1645 1421 855 3800 436 3364 349 139 3015 1682 1333 861 776 1165 960 228 732 168 205 129 143 10133 1050 892 is_linear=0 shrinkage=0.03 Tree=926 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 0 0 2 2 1 2 0 2 2 1 1 0 0 2 0 2 0 2 2 2 0 2 1 2 2 split_gain=1.89781 3.38556 10.1965 6.12259 5.72842 5.46699 6.09474 11.7532 7.34895 10.695 7.25419 6.80948 9.47908 8.48036 5.2065 8.6055 9.86825 4.93638 10.3953 4.8462 4.61475 4.4401 6.99386 5.56964 12.4642 9.01182 6.67305 8.47523 6.15109 5.64228 threshold=10.500000000000002 2623.7399902343755 59.500000000000007 1384.018249511719 21.500000000000004 29.500000000000004 26.500000000000004 4814.8464355468759 4520.4785156250009 22.500000000000004 5561.5637207031259 24.500000000000004 3751.9816894531255 3673.077514648438 34.500000000000007 27.500000000000004 82.500000000000014 13.500000000000002 61458.453125000007 74.500000000000014 2078.127319335938 15.500000000000002 10798.300781250002 12367.713378906252 18871.722656250004 17.500000000000004 40737.804687500007 16.500000000000004 27583.159179687504 10270.009765625002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 14 -2 6 7 11 9 -8 -9 12 -3 -13 15 16 -4 18 -12 20 -5 22 -19 25 -25 -23 27 -26 -29 -27 right_child=1 5 3 19 -6 -7 8 10 -10 -11 17 13 -14 -15 -16 -17 -18 21 -20 -21 -22 23 -24 24 26 29 -28 28 -30 -31 leaf_value=4.4714987773996582e-05 -0.010646976256591755 0.0063215873842739972 0.003932938722724556 -0.020659874660330237 -0.0021049947916959933 -0.00065599707791323225 0.0057341715090642748 0.018824663428955168 0.0039512035870176666 0.041091584666585898 -0.017086196475659683 0.015522930643186023 -0.018600358297914309 -0.016334788815465125 0.02136464482911175 -0.017319000116131304 0.026639674397417712 -0.0098415336520505502 0.0056154669718676059 0.01078412436335147 0.00066801108768542721 0.017700546432190049 0.013209680442007463 -0.017829656133035211 -0.003339230678673638 0.0037007854943851225 -0.0033990130337905973 -0.0067871335955831912 0.016905048123523669 -0.013239511303465016 leaf_weight=316580.81361154432 74.189544901251793 52.336403489112854 179.03315580636263 20.749290347099304 1484.2916499450803 3274.8424233475234 19.958318278193474 22.851903721690178 192.70048858225346 12.535368412733076 36.405043736100197 8.4033102095127088 18.623083099722862 71.556131646037102 17.739114239811897 15.180844530463217 19.059338331222534 14.433472111821173 36.210374280810356 11.823563445359467 16.305617436766624 40.238782465457916 66.07943069934845 36.132865369319916 49.243057623505592 231.63655285537243 143.44124799966812 11.87073642015457 58.295316696166992 19.158750578761101 leaf_count=1380131 434 257 989 100 8383 15584 85 93 804 53 151 42 80 420 75 74 93 58 161 64 74 169 294 152 204 953 596 48 267 80 internal_value=3.44905e-05 -0.000482967 -0.00156479 0.00370736 -0.00251163 -3.2703e-05 0.00175451 0.000668434 0.00617663 0.0193743 0.00217606 -0.0069836 -0.000219095 -0.0129867 0.00574832 0.00444943 0.00611765 0.00166411 -0.00576579 -0.00593878 -0.0112748 0.00246874 0.00907731 0.00156694 -0.00130881 0.00452123 0.000962237 0.00620123 0.0128968 0.00240668 internal_weight=322836 6255.33 1838.37 279.891 1558.48 4416.95 1142.11 916.916 225.194 32.4937 765.998 150.919 70.9595 79.9594 231.012 213.273 198.092 743.146 72.6154 48.8785 37.0549 670.53 80.5129 590.017 298.983 291.034 262.85 119.409 70.1661 250.795 internal_count=1410968 30837 10286 1469 8817 20551 4967 4025 942 138 3226 799 337 462 1231 1156 1082 3133 312 238 174 2821 352 2469 1267 1202 1115 519 315 1033 is_linear=0 shrinkage=0.03 Tree=927 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 0 3 3 2 3 1 0 0 2 2 2 2 3 0 2 1 0 0 0 0 1 2 0 1 2 split_gain=1.80467 10.8979 25.9219 22.7992 36.2559 25.978 47.6886 18.7473 22.9478 28.1043 24.0678 21.6588 26.4609 21.4719 15.7857 15.7595 21.4342 18.5673 19.8438 15.2805 14.923 14.4975 25.5612 14.4816 14.313 17.9187 13.2895 14.8646 12.167 11.4175 threshold=628.10980224609386 930.90408325195324 2.5095000267028813 3.653500080108643 911.27563476562511 23.500000000000004 2.7749999761581425 2.0774999856948857 876.87890625000011 2.279500007629395 1.5000000000000002 62.500000000000007 57.500000000000007 755.62243652343761 684.96466064453136 755.62243652343761 731.32192993164074 2.9229999780654912 27.500000000000004 833.09243774414074 -1.4999999999999998 76.500000000000014 72.500000000000014 61.500000000000007 24.500000000000004 1.0000000180025095e-35 876.87890625000011 22.500000000000004 -4.4999999999999991 799.78054809570324 decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -6 -7 11 9 -9 -11 12 -2 23 -13 16 21 18 19 -17 -15 22 24 28 25 -4 27 -19 -14 -5 right_child=1 -3 3 29 5 6 -8 8 -10 10 -12 14 13 20 -16 17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00016027577147792704 -0.0017939248803872003 4.5947304239101711e-05 -0.010803002455003334 0.00021302729628915854 0.046011106697568187 0.043894521774310538 -0.015115757831703333 -0.018763971004784483 0.010282097538944176 -0.0078666343741394321 0.019474326812894932 0.022143727257119557 0.022528792190770048 -0.046985203777006816 0.0025640770825172679 -0.028396732021035771 -0.01340179372315901 -0.001582390080566283 0.0093391346665485427 -0.0016089777565840211 -0.015950504369729723 0.01124822052278575 -0.018542233837074418 0.010932958647422619 0.0080533719190845326 0.0051975462567235139 -0.0057221864082148428 0.019066397805916187 -0.0089861162007356388 -0.0019637644618895121 leaf_weight=76923.61698570475 3149.1061232611537 230204.46713791619 123.87895700335503 6840.8933476135135 29.115531295537949 21.711167767643929 28.511178955435753 203.46439532935619 51.446316957473755 153.23058281838894 35.734535604715347 41.420546621084213 11.468928620219229 15.842134803533552 351.95288093388081 28.809820562601089 95.708825424313545 38.411613285541534 94.434948280453682 57.24693974852562 116.41207896173 119.37986406683922 61.273522064089775 42.628680393099785 201.86390997469425 128.15783128142357 31.126438319683075 171.31759083271027 285.06489671766758 3175.1352998353541 leaf_count=329264 13575 1013674 513 29587 126 91 121 857 215 633 161 171 51 65 1461 122 405 163 395 241 489 499 258 178 854 549 133 752 1195 14170 internal_value=3.34553e-05 -6.21581e-06 -0.000770837 -3.51091e-06 0.00384942 0.0234651 0.0103944 -0.0027068 -0.00855718 -0.011027 -0.00269628 -0.00205984 -0.00278623 -0.00941495 0.00462573 0.00249803 -0.000167721 0.00711822 -0.000156645 -0.0105769 -0.019668 0.00182835 -0.000354484 -0.00541684 0.00210074 -0.00266691 0.0125698 0.0152846 -0.00776723 -0.000477027 internal_weight=322833 245909 15704.7 11247 1230.95 79.3379 50.2223 4457.77 443.876 392.43 188.965 4013.9 3620.52 471.417 393.373 1151.61 730.263 421.347 180.492 86.0568 132.254 634.554 515.174 339.163 453.901 252.037 240.856 209.729 296.534 10016 internal_count=1410968 1081704 68030 48979 5222 338 212 19051 1866 1651 794 17185 15553 1978 1632 4884 3078 1806 758 363 554 2673 2174 1424 1916 1062 1048 915 1246 43757 is_linear=0 shrinkage=0.03 Tree=928 num_leaves=31 num_cat=0 split_feature=1 2 0 2 0 0 0 2 2 1 2 0 2 2 1 1 0 0 2 0 2 0 2 2 2 0 2 1 2 2 split_gain=1.78996 3.18994 9.59976 5.75619 5.42945 5.14853 5.73344 11.0927 6.93872 10.1914 6.81816 6.48525 9.01855 8.04168 4.90504 8.12163 9.17541 4.64817 9.77262 4.56986 4.39176 4.1932 6.60212 5.24428 11.7421 8.52269 6.2919 8.01667 5.82655 5.30365 threshold=10.500000000000002 2623.7399902343755 59.500000000000007 1384.018249511719 21.500000000000004 29.500000000000004 26.500000000000004 4814.8464355468759 4520.4785156250009 22.500000000000004 5561.5637207031259 24.500000000000004 3997.433227539063 3673.077514648438 34.500000000000007 27.500000000000004 82.500000000000014 13.500000000000002 61458.453125000007 74.500000000000014 2078.127319335938 15.500000000000002 10798.300781250002 12367.713378906252 18871.722656250004 17.500000000000004 40737.804687500007 16.500000000000004 27583.159179687504 10270.009765625002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 14 -2 6 7 11 9 -8 -9 12 -3 -13 15 16 -4 18 -12 20 -5 22 -19 25 -25 -23 27 -26 -29 -27 right_child=1 5 3 19 -6 -7 8 10 -10 -11 17 13 -14 -15 -16 -17 -18 21 -20 -21 -22 23 -24 24 26 29 -28 28 -30 -31 leaf_value=4.2379264796827323e-05 -0.010383447580897589 0.0048549660150414842 0.0038054544209128291 -0.020192494625141916 -0.0020456002969186163 -0.00063774758633925203 0.0055546131522432145 0.018246839793599721 0.0038311143543134627 0.040134869000987783 -0.016561013124513593 0.014951380730448219 -0.022760284022653947 -0.015991133671315782 0.020720842275740534 -0.016923043913736259 0.0256018024051098 -0.0095454749852335197 0.0054533471893134997 0.010410438015654193 0.00064645505121128 0.017229952385817229 0.012855513545127033 -0.01731685191698874 -0.0032405764310999789 0.0035901655716467189 -0.0032987833157996946 -0.0065855722250375117 0.016484378968928289 -0.012821055560179409 leaf_weight=316579.27681316482 73.786484569311142 57.981751754879951 179.37631753832102 20.596422865986824 1483.103263951838 3274.5792937630322 19.980093151330948 22.866329446434975 192.70912942290306 12.450014054775236 36.435287714004517 8.4611302614212018 13.036454066634176 70.917012289166451 17.744980126619339 15.07438839972019 19.247136443853378 14.436732977628706 36.159887462854385 11.878117769956587 16.309031099081039 40.096635088324547 65.859221041202545 36.090301647782326 49.240895181894302 231.52334323525429 143.42573860287666 11.86953756213188 57.989311665296555 19.192076861858368 leaf_count=1380131 434 280 989 100 8383 15584 85 93 804 53 151 42 57 420 75 74 93 58 161 64 74 169 294 152 204 953 596 48 267 80 internal_value=3.24518e-05 -0.000470206 -0.00152072 0.00359089 -0.00244076 -3.31105e-05 0.00170257 0.000647905 0.00599163 0.0188301 0.00211186 -0.00680038 -0.000214226 -0.0126929 0.0055649 0.00430639 0.00591758 0.00161484 -0.00559559 -0.00577436 -0.0109835 0.00239642 0.00882795 0.00152027 -0.00127227 0.00438774 0.000933436 0.00603008 0.0125646 0.0023339 internal_weight=322832 6252.42 1837.12 280.226 1556.89 4415.3 1140.72 915.582 225.139 32.4301 765.185 150.396 71.0182 79.3781 231.443 213.698 198.623 742.319 72.5952 48.7836 36.9055 669.724 80.296 589.428 298.616 290.812 262.525 119.1 69.8588 250.715 internal_count=1410968 30837 10286 1469 8817 20551 4967 4025 942 138 3226 799 337 462 1231 1156 1082 3133 312 238 174 2821 352 2469 1267 1202 1115 519 315 1033 is_linear=0 shrinkage=0.03 Tree=929 num_leaves=31 num_cat=0 split_feature=2 2 3 3 2 0 3 3 2 3 1 0 0 2 2 2 2 3 0 2 1 0 0 0 0 1 2 0 0 2 split_gain=1.70014 10.2579 24.3958 21.465 34.282 24.8014 44.9861 17.6401 21.5941 26.5507 22.5633 20.3685 24.9576 20.2447 14.8598 14.849 20.1794 17.505 18.6789 14.4428 13.8281 13.6367 13.6336 24.1089 13.4723 16.8322 12.5315 14.033 11.1237 26.9881 threshold=628.10980224609386 930.90408325195324 2.5095000267028813 3.653500080108643 911.27563476562511 23.500000000000004 2.7749999761581425 2.0774999856948857 876.87890625000011 2.279500007629395 1.5000000000000002 62.500000000000007 57.500000000000007 755.62243652343761 684.96466064453136 755.62243652343761 731.32192993164074 2.9229999780654912 27.500000000000004 833.09243774414074 -1.4999999999999998 61.500000000000007 76.500000000000014 72.500000000000014 24.500000000000004 1.0000000180025095e-35 876.87890625000011 22.500000000000004 51.500000000000007 833.09243774414074 decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -6 -7 11 9 -9 -11 12 28 21 -13 16 22 18 19 -17 -15 -14 23 24 25 -4 27 -19 29 -2 right_child=1 -3 3 -5 5 6 -8 8 -10 10 -12 14 13 20 -16 17 -18 26 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00015456984725311393 -0.00011536604798614088 4.3578810793031552e-05 -0.01046206643342844 -0.00046389211882436792 0.044990544191962981 0.042694306305505039 -0.014664517409910351 -0.01823102179901142 0.0099681479460342146 -0.007630269844738336 0.01877820188607322 0.021480955924802345 -0.0075472611435968111 -0.045320832883530206 0.0024832774709533092 -0.027630990961491519 -0.013009283532333089 -0.0015352347525846633 0.0090559107088434999 -0.0015610839605573435 -0.015514613028569097 0.010594023516999063 0.01090430484906775 -0.018034386334849613 0.0078143818623703249 0.0050343113538314829 -0.0055511602241396707 0.018530745521515339 0.0025451434226008724 -0.0063052593449003606 leaf_weight=76923.888608463109 1657.5015947073698 230201.31361811416 124.09020818769932 10016.088966499083 28.885603323578835 21.652368113398552 28.509331271052361 203.14181679487228 51.46773387491703 153.26293878257275 35.947297096252441 41.41518446803093 296.11025889217854 15.930239915847777 352.02873565256596 28.721417620778084 95.649092972278595 38.414223119616508 94.455774486064911 57.245334103703499 116.12278200685978 42.665173456072807 119.44310910999775 61.115738764405251 201.78015296161175 128.31928737461567 31.12782284617424 170.97621221840382 464.55624605715275 1026.5693031921983 leaf_count=329264 7008 1013674 513 43757 126 91 121 857 215 633 161 171 1246 65 1461 122 405 163 395 241 489 178 499 258 854 549 133 752 1942 4625 internal_value=3.14778e-05 -7.02785e-06 -0.000748897 -4.53526e-06 0.00373491 0.0228463 0.0100945 -0.00262729 -0.0083026 -0.0106993 -0.00261303 -0.00199961 -0.00270429 -0.00914643 0.00448303 0.00242278 -0.000163638 0.00691062 -0.00015288 -0.010271 -0.0191103 -0.00526256 0.00177205 -0.000344725 0.0020356 -0.00258406 0.0122092 0.0148495 -0.00174096 -0.0024828 internal_weight=322828 245905 15703.2 11246.5 1230.39 79.0473 50.1617 4456.72 443.82 392.352 189.21 4012.9 3619.46 470.828 393.444 1151.34 730.398 420.941 180.423 85.9668 132.053 338.775 634.748 515.305 454.19 252.409 240.518 209.39 3148.63 2684.07 internal_count=1410968 1081704 68030 48979 5222 338 212 19051 1866 1651 794 17185 15553 1978 1632 4884 3078 1806 758 363 554 1424 2673 2174 1916 1062 1048 915 13575 11633 is_linear=0 shrinkage=0.03 Tree=930 num_leaves=31 num_cat=0 split_feature=3 2 2 3 0 0 0 0 0 0 0 0 2 0 1 0 2 0 2 2 0 3 2 0 1 0 1 1 3 2 split_gain=1.90193 6.68443 15.1537 27.0583 49.0682 19.792 27.3899 21.3019 37.9827 26.3326 24.0307 23.397 19.1558 19.8488 18.3846 16.6785 13.9133 12.1671 11.954 39.9551 19.7302 14.4651 25.5386 26.8092 13.6299 11.7725 13.6181 13.1257 11.6992 23.0169 threshold=7.7119998931884775 16437.536132812504 13515.104003906252 4.4095001220703134 22.500000000000004 69.500000000000014 74.500000000000014 50.500000000000007 35.500000000000007 29.500000000000004 39.500000000000007 26.500000000000004 15706.645507812502 13.500000000000002 1.0000000180025095e-35 13.500000000000002 14697.978027343752 25.500000000000004 14993.919433593752 14697.978027343752 15.500000000000002 5.9049999713897714 13771.215820312502 16.500000000000004 1.0000000180025095e-35 12.500000000000002 1.0000000180025095e-35 -2.4999999999999996 5.9049999713897714 10798.300781250002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 28 4 -4 7 -7 8 9 11 16 14 13 -5 -6 25 -10 -16 19 21 -20 22 -15 -24 -21 -14 27 -27 -1 -30 right_child=-2 -3 3 12 5 6 -8 -9 10 -11 -12 -13 15 18 17 -17 -18 -19 20 24 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=3.249434676930624e-05 0.00017202013955948869 -0.00039618004250567318 -0.016977700267542088 -0.00046384796802112016 0.0094877419176152295 -0.0156693259965522 0.0080249866029284012 0.0043333223898116583 -0.002533937286964751 0.0064493058794296131 -0.00060993445684515743 -0.0078274752773699902 0.0048160121320398683 0.017605492094932951 -0.011676226304993403 -0.0036857353433973256 -0.01129373090552897 0.0076516886130455521 -0.012728804597362187 0.0057130060272770292 0.0077697663124481004 0.00062714247665607867 -0.0076501528869901431 0.019390355713120908 0.022056761484536995 -0.0028324316114925257 0.0064055343715087466 0.021680331447537778 -0.00031720803715269165 -0.0039362332310826677 leaf_weight=216045.65030332026 49992.42800887546 38396.282325088978 150.4486159235239 1238.8208630345762 202.20710694044828 146.81409393250942 62.643020138144493 1167.8272046521306 272.14987866580486 884.00375095009804 1098.7113751173019 290.2734567373991 231.57566472887993 146.40941132977605 84.715342536568642 93.697068452835083 407.57718308269978 44.822347030043602 85.94478340446949 64.711044140160084 83.140562385320663 639.95424091815948 112.89120818674564 46.628388829529285 158.1710107922554 22.252858757972717 136.12102046608925 168.71877047419548 8360.2736767604947 1950.6664886511862 leaf_count=925958 246984 158327 618 5313 832 610 256 4908 1110 3619 4497 1182 985 660 348 388 1700 184 356 348 342 2796 479 196 701 130 570 815 37406 8178 internal_value=1.91148e-06 -2.92628e-05 3.08413e-05 0.00131063 -0.000114893 0.000429321 -0.00858299 0.000853304 -0.000384056 0.00312174 -0.00335284 -0.00160736 0.00343507 0.00227242 0.00383518 0.00802726 -0.00778647 -0.00498842 0.00480614 0.00588475 -0.0026495 0.00319221 0.00855792 0.000253925 0.0173116 0.0099917 0.013656 0.018824 -1.46228e-05 -0.00100187 internal_weight=322787 272794 234398 8041.23 4812.19 4661.74 209.457 4452.29 3284.46 1506.02 1778.44 622.018 3229.04 2576.67 331.745 652.365 679.727 129.538 1337.85 1168.77 169.085 945.883 305.929 159.52 222.882 558.668 327.093 190.972 226357 10310.9 internal_count=1410796 1163812 1005485 33943 19864 19246 866 18380 13472 6165 7307 2546 14079 11191 1364 2888 2810 532 5878 5180 698 4131 1335 675 1049 2500 1515 945 971542 45584 is_linear=0 shrinkage=0.03 Tree=931 num_leaves=31 num_cat=0 split_feature=3 1 2 0 2 2 3 2 1 2 2 2 2 1 2 2 2 2 2 3 0 0 0 0 0 0 0 0 2 0 split_gain=1.7895 6.3951 12.6653 15.4484 19.3438 12.7384 12.2777 12.5932 12.1732 10.7985 9.92881 9.6883 9.88132 9.08614 7.60508 15.2509 10.5638 6.2895 14.2722 25.4968 46.2269 18.6552 25.8383 20.0602 35.7534 24.7804 22.6464 22.0215 18.1184 18.7128 threshold=7.7119998931884775 -1.4999999999999998 4086.971069335938 2.5000000000000004 3008.5642089843755 3178.1462402343755 28.166500091552738 4814.8464355468759 -18.499999999999996 2748.945678710938 3118.6667480468755 4911.6706542968759 5808.2832031250009 -5.4999999999999991 42314.533203125007 79002.019531250015 37758.167968750007 16437.536132812504 13515.104003906252 4.4095001220703134 22.500000000000004 69.500000000000014 74.500000000000014 50.500000000000007 35.500000000000007 29.500000000000004 39.500000000000007 26.500000000000004 15706.645507812502 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=17 2 3 -2 9 10 7 -4 -7 13 -6 -9 -13 -5 16 -16 -8 18 -1 20 -20 23 -23 24 25 27 -26 -22 29 -21 right_child=1 -3 6 4 5 8 14 11 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 28 21 22 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-1.4183885499712304e-05 0.017764698854803189 3.9641431564895571e-05 0.012069201514475204 -0.0067659604012918631 -0.0066514893151267199 0.017373079750253907 -0.005802615797995991 -0.018243034647426628 -0.0064202857989690987 0.016820793523451977 -0.040479957458657165 0.01379380914818157 0.0020513784712242744 0.0015452996907984824 0.006728323717918509 -0.0039614287108651986 -0.038288635354403501 -0.00038429376190147156 -0.016489224681055879 -0.00044989040846199664 0.0037242290389929611 -0.015237837025190382 0.0077872963618041786 0.0042066823093646795 -0.0075606629476042591 0.0062573106384173254 -0.00059166285331920204 -0.007593722613813937 0.0078094531312761653 0.0046685791611258453 leaf_weight=226357.33157760446 36.667800798546523 43829.602006587898 118.34877605736256 143.79809154942632 14.314084351062776 20.219870582222939 140.78779568104073 20.879845023155212 451.10145334154367 36.205406725406647 17.181512326002121 65.585250489413738 3888.0565676353872 669.800602465868 184.35424957145005 344.71758058364503 9.6247217389754933 38396.368621744215 150.26117396354675 1238.9350047148764 331.37948615849018 146.4478839635849 62.61877903342247 1166.9087029471993 679.04201613366604 883.7972614839673 1098.6631675064564 290.23308143019676 650.51073486357927 1336.0818562656641 leaf_count=971542 541 209873 564 831 65 146 1292 99 2224 176 73 311 19972 3476 1846 5404 91 158327 618 5313 1364 610 256 4908 2810 3619 4497 1182 2888 5878 internal_value=1.85728e-06 0.000166864 0.00107183 -0.00144904 -0.0019699 -0.0066339 0.00180569 0.00242568 -0.00539954 0.000789728 -0.0251056 0.00213853 0.00224617 7.63404e-05 -0.00192887 -0.000236601 -0.00788136 -2.83818e-05 2.99211e-05 0.00127244 -0.000111546 0.000416654 -0.00834144 0.000828118 -0.000372716 0.00302933 -0.00325366 -0.00156016 0.003336 0.0022059 internal_weight=322780 49991.2 6161.64 1389.29 1352.62 502.817 4772.35 4092.87 471.321 849.804 31.4956 3974.52 3953.64 813.599 679.484 529.072 150.413 272789 234392 8034.88 4809.35 4659.09 209.067 4450.02 3283.12 1505.41 1777.71 621.613 3225.53 2575.02 internal_count=1410796 246984 37111 7532 6991 2508 29579 20946 2370 4483 138 20382 20283 4307 8633 7250 1383 1163812 1005485 33943 19864 19246 866 18380 13472 6165 7307 2546 14079 11191 is_linear=0 shrinkage=0.03 Tree=932 num_leaves=31 num_cat=0 split_feature=0 1 1 2 0 2 2 2 2 0 2 2 0 1 2 2 0 0 2 2 2 2 1 2 1 1 1 2 0 2 split_gain=1.74313 5.43729 6.58005 16.4482 7.41349 6.94104 6.30833 12.8254 9.10887 10.904 9.35232 10.9911 8.74244 8.31986 7.06727 6.63353 6.23021 6.11438 10.0115 7.51784 7.91998 6.98744 6.90966 7.0813 7.12997 5.66606 5.81171 5.16017 13.8244 9.24534 threshold=65.500000000000014 5.5000000000000009 1.5000000000000002 320.40057373046881 71.500000000000014 259.04246520996099 346.46589660644537 252.50982666015628 1748.5217285156252 71.500000000000014 5808.2832031250009 6368.3278808593759 68.500000000000014 12.500000000000002 415.59368896484381 460.37582397460943 96.500000000000014 72.500000000000014 540.01754760742199 833.09243774414074 460.37582397460943 563.99078369140636 2.5000000000000004 33836.650390625007 3.5000000000000004 10.500000000000002 26.500000000000004 10798.300781250002 77.500000000000014 1494.5967407226565 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 7 -3 9 14 12 25 -10 -14 -8 -11 17 19 -19 20 -6 -20 27 -24 -25 -12 -27 29 -29 -23 right_child=1 6 3 4 16 -7 8 -9 10 15 11 -13 13 -15 -16 -17 -18 18 21 -21 -22 22 23 24 -26 26 -28 28 -30 -31 leaf_value=2.537633793464432e-05 -0.00010251297371850063 0.015145216696157001 -0.0028682704948083124 0.00093286126268740124 -0.0024411355808880916 -0.012193217954856428 0.028438377112279603 -0.014238837109400534 0.0031248358551582505 -0.0084789493869909666 0.029129996675783157 0.0016384634084140386 -0.0010272990236299181 -0.011418733160526258 0.0090052962757928134 0.0057535074962488568 -0.01318980838238679 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3225 630 491 51 91 781 2931 2684 internal_value=1.80547e-06 -0.0002044 -0.000296427 -0.00127163 -0.000858876 -0.00817643 0.00140161 -0.0072085 0.00176907 0.00675717 0.000814098 0.00235563 -0.00296602 -0.00605337 0.0170451 0.0033078 -0.00161866 -0.00147786 -0.00112404 -0.00605175 0.00317989 -0.000620783 -0.000772972 0.0012318 0.00538971 0.0157988 0.00843765 -0.0018544 -0.00348736 -0.000328058 internal_weight=322772 33110.5 31316 5194.18 4901.2 292.984 1794.45 73.4495 1721 276.542 1444.46 1026.04 418.418 277.671 69.4385 207.104 3441.74 3400.36 3156.21 244.155 59.911 2899.02 2868.39 1005.1 269.718 51.9648 33.4788 1863.28 900.2 963.085 internal_count=1410796 141321 132893 22431 20977 1454 8428 452 7976 1378 6598 4642 1956 1337 344 1034 14825 14611 13560 1051 284 12353 12211 4346 1121 217 142 7865 3712 4153 is_linear=0 shrinkage=0.03 Tree=933 num_leaves=31 num_cat=0 split_feature=1 0 2 2 0 0 1 2 0 2 0 2 2 3 3 3 1 2 0 0 1 2 0 0 0 0 3 0 0 0 split_gain=1.74634 6.70651 13.0592 23.4394 26.1216 11.4747 13.9609 11.9885 8.36502 8.25954 9.85268 11.3104 10.0116 27.0315 19.7728 17.7809 9.1153 8.95378 12.7404 13.0866 8.48077 7.59191 37.9392 13.3451 20.7333 30.0613 12.4403 16.8265 31.0493 11.7617 threshold=1.0000000180025095e-35 10.500000000000002 997.99557495117199 1193.5148925781252 5.5000000000000009 6.5000000000000009 -4.4999999999999991 799.78054809570324 8.5000000000000018 16861.583007812504 19.500000000000004 54479.306640625007 18871.722656250004 1.9854999780654909 1.532000005245209 2.5095000267028813 -26.499999999999996 47442.083984375007 14.500000000000002 13.500000000000002 -7.4999999999999991 15706.645507812502 34.500000000000007 31.500000000000004 13.500000000000002 12.500000000000002 1.3535000085830691 63.500000000000007 70.500000000000014 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 2 5 4 -4 -1 -7 -8 -6 21 11 17 13 14 -12 -15 -14 -11 19 -19 -16 -3 23 24 25 -23 -24 -28 -29 -26 right_child=-2 9 3 -5 8 6 7 -9 -10 10 12 -13 16 15 20 -17 -18 18 -20 -21 -22 22 26 -25 29 -27 27 28 -30 -31 leaf_value=0.016201069046188316 6.8913903410953599e-05 -7.4521206781603315e-05 0.021837266077830691 0.0004419031858131452 -0.035847811485130131 -0.031987408204750996 0.0059988900212762479 -0.023691710539087484 -0.01439168330676186 -0.0025721872293134303 -0.0019556371103806665 -0.00058026877370181355 0.013228795529213589 0.0075094928431808277 0.01021264168649148 -0.0028977643511053234 -9.3000030496190992e-05 -0.0086647628917478348 -0.012045848251290405 0.01030072496711326 -0.013605971059602238 0.0016598914180282623 0.0025569855733897466 0.015736272435013601 -0.013994282977042109 0.01739965790246983 -0.011704386319743791 0.024029179933637363 -0.0080281073142138733 0.0014702301658361921 leaf_weight=79.56024906039238 167549.42219321826 116123.82260387763 16.60476584546268 17954.075180517335 20.556560136377811 9.7519709803163988 252.65954842418432 12.862773373723028 79.979155816137791 2039.8562322072685 321.72312966734171 3013.1374139152467 46.395965620875359 264.5947567075491 14.085565842688082 334.57089777290821 12632.998029511422 74.619352616369724 225.97767416387796 58.350081652402878 299.95770309865475 248.36981628090143 182.25622856616974 117.23442025482655 59.410453915596008 194.90935349464417 240.47343498468399 39.127310886979103 89.142547652125359 173.60266216099262 leaf_count=587 718400 493596 96 109278 96 61 1353 60 353 8638 1358 12353 307 1074 60 1355 53235 325 914 245 1230 1126 779 472 246 972 995 165 365 702 internal_value=1.74905e-06 -7.07505e-05 0.000466545 0.000354632 -0.0130215 0.00616613 0.00326582 0.00456058 -0.0187788 -0.000143124 -0.000717837 -0.00180396 -0.000295392 -0.0028739 -0.00718273 0.00169814 -4.42534e-05 -0.00334104 -0.00771034 -0.000342266 -0.0125377 -4.85698e-05 0.00219279 0.00639208 0.00477227 0.00858065 -0.00385484 -0.00702397 0.00175062 -0.0024727 internal_weight=322770 155221 18426.1 18071.2 117.14 354.835 275.274 265.522 100.536 136795 19326.3 5411.94 13914.3 1234.93 635.766 599.166 12679.4 2398.8 358.947 132.969 314.043 117468 1344.53 793.527 676.292 443.279 551 368.743 128.27 233.013 internal_count=1410796 692396 111884 109823 545 2061 1474 1413 449 580512 81094 22475 58619 5077 2648 2429 53542 10122 1484 570 1290 499418 5822 3518 3046 2098 2304 1525 530 948 is_linear=0 shrinkage=0.03 Tree=934 num_leaves=31 num_cat=0 split_feature=1 2 0 0 2 2 1 2 0 2 1 2 0 2 2 0 2 0 2 2 2 0 3 0 0 3 0 2 0 0 split_gain=1.69422 6.60559 7.78559 6.21862 13.416 6.01619 5.35635 6.70055 5.13486 5.80095 3.78378 5.38972 7.56706 7.72395 4.26567 3.76618 3.61172 3.22215 3.1973 9.14245 10.0608 7.09874 5.28575 4.31113 5.74841 3.13171 4.54928 5.96346 4.18616 3.67089 threshold=25.500000000000004 2490.8103027343755 49.500000000000007 35.500000000000007 4911.6706542968759 13515.104003906252 34.500000000000007 3546.369506835938 31.500000000000004 3618.2971191406255 45.500000000000007 525.85342407226574 52.500000000000007 2134.5515136718755 2078.127319335938 55.500000000000007 43864.599609375007 50.500000000000007 2848.0100097656255 3546.369506835938 3346.970825195313 47.500000000000007 1.469500005245209 54.500000000000007 55.500000000000007 1.4100000262260439 47.500000000000007 6514.3598632812509 36.500000000000007 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 2 -2 4 8 -6 7 15 -3 -10 11 -4 13 -13 -14 -5 -7 -15 21 20 22 -8 -20 -23 -25 26 -9 -28 -27 -30 right_child=1 3 10 6 5 16 18 25 9 -11 -12 12 14 17 -16 -17 -18 -19 19 -21 -22 23 -24 24 -26 28 27 -29 29 -31 leaf_value=6.6557049875823022e-06 -0.009024045050483041 0.029276781205869854 0.011491529967013612 0.0066841901146077881 -0.011227293606781097 0.0066083160013710798 0.021651872867113221 -0.017636985050419666 0.02842875183924529 0.0036287228257260683 0.0062001738770548938 -0.017683189991394715 -0.0095939340279027809 0.001189117420993665 -0.031473944608349791 -0.0074215402488899337 -0.0070864766089283413 0.021620629329265659 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internal_value=1.70053e-06 -0.000951671 -0.00475469 -1.49947e-05 0.00497956 -0.000449841 -0.000851803 -0.00370934 0.0165525 0.0106338 0.000221509 -0.0035184 -0.00696765 0.00192892 -0.0170156 0.00329817 0.00339115 0.0107008 0.000619083 -2.09653e-05 -0.00792062 0.00655667 -0.00231425 0.000812344 0.00915538 -0.00591734 -0.0106862 -0.00394572 -0.00392312 -0.00275982 internal_weight=322768 1668.92 329.818 1339.1 192.163 130.799 1146.94 389.753 61.3639 41.8824 152.301 93.6925 76.1853 40.4077 35.7775 93.3835 96.4317 27.92 757.186 683.507 110.531 73.6793 79.8815 53.3699 27.2652 296.37 87.3898 44.3659 208.98 194.389 internal_count=1410796 7684 1594 6090 821 553 5269 1747 268 183 666 412 328 168 160 383 405 117 3522 3210 455 312 329 227 115 1364 459 219 905 844 is_linear=0 shrinkage=0.03 Tree=935 num_leaves=31 num_cat=0 split_feature=2 1 1 0 2 3 2 3 0 3 3 3 3 3 2 3 0 1 2 3 1 2 2 2 0 0 3 2 2 0 split_gain=1.50883 8.27727 7.77604 9.0666 8.21062 27.4776 14.4887 26.2575 15.5663 18.9458 12.6532 12.4461 32.7893 22.3231 15.2627 28.2093 38.8848 14.3518 11.7994 35.8796 11.6036 18.263 26.3871 11.0292 15.6673 10.7861 10.4474 17.5223 16.6034 10.3834 threshold=1572.3760986328127 -3.4999999999999996 1.5000000000000002 90.500000000000014 930.90408325195324 9.5555000305175799 833.09243774414074 1.0619999766349795 6.5000000000000009 7.7119998931884775 1.0205000042915346 1.7404999732971194 2.5095000267028813 1.247500002384186 1236.168395996094 1.1054999828338625 45.500000000000007 1.0000000180025095e-35 997.99557495117199 2.279500007629395 -1.4999999999999998 1193.5148925781252 1087.538757324219 1420.9512329101565 52.500000000000007 52.500000000000007 1.0619999766349795 1087.538757324219 1116.587829589844 32.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 6 10 -3 -8 -9 29 20 13 18 14 17 -16 -17 -12 19 -13 -6 22 -22 25 -25 -18 27 -19 -28 -10 right_child=-2 2 3 -5 5 -7 7 8 9 -11 11 12 -14 -15 15 16 23 26 -20 -21 21 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.00091402649754505428 -4.9038378595972786e-08 0.0002940489353408152 -0.0003752551476271881 0.019463509722336306 0.013776386556699771 -0.0034936831465144807 -0.024165017908832957 0.013525611870032981 2.0922007782508e-05 -0.018634799757934674 -0.0036124891707723108 -0.00030800172945251729 0.0018296312236452676 0.0045491667814618591 0.017639601948706264 0.023064716468869501 0.012615794714958772 -0.018071749145752117 -0.0039891795658601155 0.040557841379687341 -0.016923668581587906 -0.026428238906169139 0.032646477955084449 -0.025048013248865547 0.0016203314583901262 -0.0078026641256852651 0.0096350167574127069 0.013600361617572897 -0.0051433464442295533 -0.0033919294305156701 leaf_weight=6351.4874973176047 213736.23170908657 67523.154616050422 18587.958512842655 20.755927063524723 16.934240475296974 1116.4704840034246 46.153101712465286 61.875036224722862 1980.143551453948 58.149446025490761 873.62674263119698 255.07369868457317 6101.9918892979622 2601.8793921470642 117.02250212430954 49.850563868880272 37.578065872192383 46.296666324138641 1419.9431833773851 20.922158375382423 26.772747755050659 45.860443517565727 15.124806851148604 51.737149760127068 32.144714832305908 61.213753640651703 239.73487374186516 23.804140493273735 95.747020661830902 1348.8603122085333 leaf_count=29086 941685 281001 87656 94 73 5046 219 363 8647 256 3558 1043 26780 10907 502 204 156 265 5839 87 116 196 63 228 132 252 1165 100 409 5715 internal_value=4.63055e-05 0.000137011 0.000201901 -0.000353127 0.000324467 0.00101005 0.000196559 -0.00168684 -0.00138605 -0.00165845 0.00142447 0.00151485 0.000804057 0.002825 7.06944e-05 0.00562625 -0.000419706 -0.00144737 -0.00288596 0.00278988 -0.00895997 -0.0133473 0.000970905 -0.00682847 -0.0148283 -3.59665e-05 0.00321629 -0.00731685 0.00541725 -0.00136191 internal_weight=322964 109228 102877 18608.7 84268.1 13249.7 71018.3 3495.18 3449.03 3387.15 12133.3 12028.6 7797.93 4230.64 1628.76 349.547 232.524 1279.21 1695.94 275.996 104.692 87.758 41.8976 182.674 83.8819 98.7918 405.583 70.1008 335.482 3329 internal_count=1411843 470158 441072 87750 353322 57121 296201 15200 14981 14618 52075 51627 33749 17878 6971 1474 972 5497 6969 1130 448 375 179 768 360 408 1939 365 1574 14362 is_linear=0 shrinkage=0.03 Tree=936 num_leaves=31 num_cat=0 split_feature=2 1 1 0 2 3 3 3 0 2 3 3 3 2 2 0 0 1 1 2 2 0 0 2 0 2 2 0 1 0 split_gain=1.41966 7.78654 7.3169 8.48782 7.80406 27.3137 14.7363 41.4711 29.771 16.9363 24.2844 15.8789 16.8745 25.3395 19.3662 15.301 14.3002 14.1653 12.6687 10.3177 9.92512 27.4871 17.9133 15.799 14.8991 17.9602 14.118 16.4314 9.87121 9.28293 threshold=1572.3760986328127 -3.4999999999999996 1.5000000000000002 90.500000000000014 997.99557495117199 9.5555000305175799 1.7404999732971194 2.5095000267028813 42.500000000000007 1116.587829589844 1.1054999828338625 1.1054999828338625 1.0205000042915346 1193.5148925781252 1193.5148925781252 46.500000000000007 61.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1236.168395996094 1320.400329589844 45.500000000000007 52.500000000000007 1384.018249511719 52.500000000000007 1193.5148925781252 1193.5148925781252 44.500000000000007 1.0000000180025095e-35 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 4 -4 -3 6 8 -8 17 10 -10 12 13 -11 -14 -12 20 -6 -15 -19 24 28 23 -23 26 29 -13 -28 -22 -26 right_child=-2 2 3 -5 5 -7 7 -9 9 11 15 16 14 18 -16 -17 -18 19 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.00088634448421357089 -4.7554966384080949e-08 0.00020032763582593599 -0.00036404439167783215 0.018782404684345225 0.0048673992469535328 -0.0034327686208141597 -0.00386981951397147 0.0019162687599439774 -0.0062908925473611019 0.027369022081233686 0.0034167926625360812 -0.0068941711967012969 -0.0063544602685956597 0.0044726143825962548 0.016081440785443837 0.012372710967042726 0.011824670895011165 0.0064866415934796522 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236 internal_value=4.49158e-05 0.000132903 0.000195852 -0.000342577 0.000314743 0.00104325 0.00152342 0.000673437 0.00303398 0.00108987 0.00433052 -0.000838202 0.00594356 -0.006617 0.0106253 0.00659173 -0.00221594 0.00673938 -0.0161861 0.0120602 -0.00293699 0.00152946 -0.00322285 -0.0165584 -0.00459097 -0.0117845 -0.00247848 0.00174018 0.0174601 -0.000487557 internal_weight=322960 109224 102871 18606.5 84264.2 11437.7 10329.6 6610.11 3719.47 2439.53 910.011 1529.52 258.26 70.1246 188.136 750.283 1271.26 1279.94 54.7182 333.116 1209.16 326.764 251.684 66.6492 882.398 200.306 682.092 348.828 75.0804 77.5935 internal_count=1411843 470158 441072 87750 353322 49316 44309 28625 15684 10254 3875 6379 1100 301 799 3122 5279 5430 237 1340 5025 1362 1048 291 3663 823 2840 1457 314 318 is_linear=0 shrinkage=0.03 Tree=937 num_leaves=31 num_cat=0 split_feature=2 1 0 1 0 2 3 3 3 0 2 3 3 3 2 2 0 0 1 1 2 2 0 0 2 0 2 2 0 1 split_gain=1.33575 7.32493 6.95546 6.88478 7.94859 7.3452 25.7007 13.8762 39.0249 28.0417 15.9371 22.8508 14.9586 15.8966 23.9202 18.2441 14.3561 13.4551 13.2738 12.0354 9.68397 9.3358 25.8713 16.9457 14.9679 14.0456 16.9345 13.2802 15.4652 9.22882 threshold=1572.3760986328127 -3.4999999999999996 62.500000000000007 1.5000000000000002 90.500000000000014 997.99557495117199 9.5555000305175799 1.7404999732971194 2.5095000267028813 42.500000000000007 1116.587829589844 1.1054999828338625 1.1054999828338625 1.0205000042915346 1193.5148925781252 1193.5148925781252 46.500000000000007 61.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1236.168395996094 1320.400329589844 45.500000000000007 52.500000000000007 1384.018249511719 52.500000000000007 1193.5148925781252 1193.5148925781252 44.500000000000007 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 -1 5 -5 -3 7 9 -9 18 11 -11 13 14 -12 -15 -13 21 -7 -16 -20 25 29 24 -24 27 -27 -14 -29 -23 right_child=-2 3 -4 4 -6 6 -8 8 -10 10 12 16 17 15 19 -17 -18 -19 20 -21 -22 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.0011753075248239705 -4.6094506335984193e-08 0.00019431719487490503 0.0022596274205417795 -0.00035316726805567666 0.018131169705535501 0.0047274999435288449 -0.0033292244905628234 -0.0037540485373748662 0.0018590808878866155 -0.0061144638992341911 0.026573521495475049 0.003314975461916636 -0.0066856482219103692 -0.0061661035738560903 0.0043435636537581899 0.015615901727283573 0.011986926167219374 0.011467766600302666 0.0062898176114606656 -0.025670320603472945 0.016531320922566269 0.0073438271370296461 0.0123000080394384 0.0015331474015820338 -0.023280767630635652 -0.00047312443627398634 -0.018385607585363267 -0.0027830068051313901 0.010611166495065159 0.028470940205629864 leaf_weight=5770.8444857355207 213736.23275419319 72826.765171162784 584.27245201915503 18583.308221552521 20.961117558181286 945.61991649866104 1108.2956196069717 1419.7086907625198 5189.4597994983196 159.41239723563194 15.39176870882511 484.20345059037209 333.34659795463085 45.735575765371323 17.930355235934258 142.23151713609695 266.2993428260088 62.107437521219254 157.60294622182846 36.504599392414093 175.76136684417725 40.968814447522163 13.312448546290396 185.03808726370335 53.02035266160965 77.568222209811211 122.5440970659256 232.43749056756496 116.45266716182232 34.094249844551086 leaf_count=26538 941685 304006 2548 87656 94 4090 5007 5839 22786 753 64 2005 1383 191 78 608 1117 254 633 159 707 177 55 757 236 318 505 979 478 137 internal_value=4.35679e-05 0.000128917 -0.000859509 0.000189982 -0.000332341 0.000305306 0.00101217 0.0014781 0.00065333 0.00294438 0.00105745 0.00420095 -0.000813649 0.00577544 -0.00644724 0.010316 0.00639203 -0.00215021 0.00654213 -0.015784 0.0116895 -0.00284991 0.00148466 -0.00313052 -0.01614 -0.00445352 -0.0114423 -0.00240359 0.0016877 0.0169399 internal_weight=322957 109221 6355.12 102866 18604.3 84261.8 11435 10326.8 6609.17 3717.58 2438.6 909.915 1528.68 257.794 69.8267 187.967 750.503 1270.89 1278.98 54.435 333.364 1208.78 326.434 251.371 66.3328 882.349 200.112 682.237 348.89 75.0631 internal_count=1411843 470158 29086 441072 87750 353322 49316 44309 28625 15684 10254 3875 6379 1100 301 799 3122 5279 5430 237 1340 5025 1362 1048 291 3663 823 2840 1457 314 is_linear=0 shrinkage=0.03 Tree=938 num_leaves=31 num_cat=0 split_feature=2 1 0 1 0 2 3 3 3 0 2 3 3 3 2 2 0 0 1 1 2 2 0 0 2 0 2 2 0 2 split_gain=1.25681 6.89059 6.54456 6.47819 7.44588 6.91341 24.1832 13.0669 36.723 26.4126 14.9971 21.5025 14.0924 14.9762 22.5847 17.1884 13.4726 12.6606 12.4423 11.4362 9.09309 8.78153 24.355 16.0318 14.1819 13.2397 15.9738 12.7815 10.8092 8.73663 threshold=1572.3760986328127 -3.4999999999999996 62.500000000000007 1.5000000000000002 90.500000000000014 997.99557495117199 9.5555000305175799 1.7404999732971194 2.5095000267028813 42.500000000000007 1116.587829589844 1.1054999828338625 1.1054999828338625 1.0205000042915346 1193.5148925781252 1193.5148925781252 46.500000000000007 61.500000000000007 1.0000000180025095e-35 1.0000000180025095e-35 1236.168395996094 1320.400329589844 45.500000000000007 52.500000000000007 1384.018249511719 52.500000000000007 1193.5148925781252 1148.0775146484377 46.500000000000007 1420.9512329101565 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 -3 7 9 -9 18 11 -11 13 14 -12 -15 -13 21 -7 -16 -20 25 -23 24 -24 27 -27 -14 -29 -25 right_child=-2 3 -4 4 -6 6 -8 8 -10 10 12 16 17 15 19 -17 -18 -19 20 -21 -22 22 23 29 -26 26 -28 28 -30 -31 leaf_value=-0.0011396099157940486 -4.4735525523545382e-08 0.00018848701195014708 0.0021931568830892922 -0.00034261385654708382 0.017507937417263326 0.0045914988769759487 -0.0032288336178901756 -0.0036417557098705642 0.0018035931780149858 -0.0059427388215137558 0.025808793966781009 0.0032161894780393979 -0.010175638690609513 -0.0059833690201237227 0.0042181310093977282 0.015164948566305901 0.01161438098913491 0.011122403116852442 0.0060991544785219025 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internal_value=4.22605e-05 0.00012505 -0.000833474 0.000184288 -0.00032241 0.000296153 0.000982016 0.00143413 0.000633822 0.00285749 0.00102603 0.00407536 -0.000789836 0.00561249 -0.0062826 0.0100162 0.0061986 -0.00208649 0.0063507 -0.0153932 0.0113314 -0.00276547 0.00144127 -0.00304089 -0.0157334 -0.00432024 -0.0111096 -0.00233102 -0.000182012 0.00148713 internal_weight=322955 109218 6356.96 102861 18602.1 84259.3 11432.3 10323.9 6608.24 3715.62 2437.6 909.8 1527.8 257.31 69.5217 187.788 750.697 1270.49 1278.02 54.149 333.577 1208.38 326.085 251.054 66.0127 882.291 199.927 682.364 535.63 185.041 internal_count=1411843 470158 29086 441072 87750 353322 49316 44309 28625 15684 10254 3875 6379 1100 301 799 3122 5279 5430 237 1340 5025 1362 1048 291 3663 823 2840 2230 757 is_linear=0 shrinkage=0.03 Tree=939 num_leaves=31 num_cat=0 split_feature=2 1 0 1 0 2 3 2 3 3 3 3 1 2 2 0 0 2 0 2 2 0 0 2 0 0 3 3 3 2 split_gain=1.18255 6.48206 6.15793 6.09563 6.97693 6.53941 21.5714 13.636 24.9181 14.7224 20.4544 10.6628 10.0861 14.81 22.6485 9.77345 43.7964 43.4497 19.8404 9.88378 12.2793 17.3672 9.53027 18.5 12.2689 9.76782 9.52639 25.3964 19.0467 13.7588 threshold=1572.3760986328127 -3.4999999999999996 62.500000000000007 1.5000000000000002 90.500000000000014 930.90408325195324 9.5555000305175799 833.09243774414074 1.0619999766349795 14.476500034332277 7.7119998931884775 1.0205000042915346 -1.4999999999999998 1193.5148925781252 1087.538757324219 32.500000000000007 21.500000000000004 911.27563476562511 23.500000000000004 855.65197753906261 876.87890625000011 13.500000000000002 13.500000000000002 911.27563476562511 14.500000000000002 18.500000000000004 1.7404999732971194 2.5095000267028813 1.247500002384186 1236.168395996094 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 7 11 -3 -9 10 15 12 -7 14 -14 16 19 18 -18 -10 21 -21 -22 24 -24 -26 28 -28 29 -13 right_child=-2 3 -4 4 -6 6 -8 8 9 -11 -12 26 13 -15 -16 -17 17 -19 -20 20 22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0011050100186978181 -4.3419430943501839e-08 0.00026772870173151069 0.0021286086096182141 -0.00033237458836903939 0.016911008873791267 0.012947178438895741 -0.0030894708051296348 -0.023633381586277136 -0.0048708832848175128 0.012692938520394209 -0.019966493665586865 -0.0014864678257407548 -0.016253169706702379 -0.02442670449404992 0.029708004148590563 -0.0033085990383996036 0.019310061211642995 0.032529584693892735 -0.0025254796266018158 0.024102598859775556 -0.0051432772237773577 0.0020370209255337959 0.021731280242852168 0.01474871897431102 -0.011228673171362977 0.0062784079795363511 -0.0025201745134217717 0.0016307316312522313 0.0040913493485142758 0.005245454354507832 leaf_weight=5775.1481957016513 213736.23378037242 67524.281461298466 583.58987772464752 18578.928948476911 21.142481930553913 16.799784660339355 1117.1841448768973 45.814790785312653 578.38559480011463 65.793259181082249 53.912081927061081 1279.2121197879314 26.62807123363018 44.833861112594604 15.133372992277144 1348.4844800680876 53.862013608217239 66.791721150279045 122.91715086996555 34.647946357727051 455.86750923097134 437.01010523736477 15.641621083021162 73.619350701570511 101.27229860424995 40.015308395028114 1695.3410983234644 6098.5327285677195 2597.0868977308273 347.45640912652016 leaf_count=26538 941685 281001 2548 87656 94 73 5046 219 2557 382 237 5497 116 196 63 5715 222 277 503 158 2031 1910 74 321 428 166 6969 26780 10907 1474 internal_value=4.09925e-05 0.000121301 -0.000808236 0.000178766 -0.000312774 0.000287276 0.000899428 0.000173167 -0.00165429 -0.00136226 -0.00163565 0.00126708 -0.00832575 -0.0124528 0.000402087 -0.00133875 2.80097e-06 0.0119159 0.00412749 -0.00166823 -6.87057e-05 0.00365796 -0.00262941 0.0023413 -0.00347933 -0.00627034 0.00134961 0.000727817 0.00249698 -4.85292e-05 internal_weight=322952 109215 6358.74 102857 18600.1 84256.5 13238.2 71018.3 3494.04 3448.22 3382.43 12121 103.395 86.5953 41.7614 3328.52 1980.03 243.571 176.779 1736.46 1158.07 471.658 686.416 230.549 156.929 141.288 12017.6 7793.87 4223.76 1626.67 internal_count=1411843 470158 29086 441072 87750 353322 57121 296201 15200 14981 14599 52075 448 375 179 14362 8647 1002 725 7645 5088 2068 3020 989 668 594 51627 33749 17878 6971 is_linear=0 shrinkage=0.03 Tree=940 num_leaves=31 num_cat=0 split_feature=2 2 0 1 3 0 0 3 0 3 0 1 0 1 2 3 0 2 0 2 0 1 2 0 2 2 2 2 3 0 split_gain=1.13394 5.79673 33.162 26.4137 14.8279 16.0143 15.8066 10.7943 12.6257 10.9002 14.8577 12.2008 9.02448 8.75289 7.63902 6.72068 12.0759 6.37086 6.36499 6.16121 6.09595 5.8263 5.73396 5.69906 5.70548 9.18588 7.67098 6.78636 5.06517 6.38504 threshold=52483.353515625007 58311.849609375007 2.5000000000000004 1.0000000180025095e-35 21.500000000000004 89.500000000000014 87.500000000000014 2.6375000476837163 31.500000000000004 5.4584999084472665 82.500000000000014 4.5000000000000009 10.500000000000002 -8.4999999999999982 56232.490234375007 3.2575000524520878 19.500000000000004 54479.306640625007 9.5000000000000018 54479.306640625007 29.500000000000004 13.500000000000002 56232.490234375007 85.500000000000014 5339.5974121093759 6665.8681640625009 4520.4785156250009 4086.971069335938 3.8810000419616704 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=23 2 3 -2 5 6 7 8 17 10 11 13 18 -9 -5 -15 -17 20 -11 -6 -4 22 -13 -1 26 -26 27 -25 29 -18 right_child=1 -3 4 14 19 -7 -8 9 -10 12 -12 21 -14 15 -16 16 28 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=2.9078923004204265e-05 0.0094182280345213327 7.1237890023323646e-05 0.0077625785590898395 -0.017689906220531505 0.0023692018255139385 -0.019597013991024616 0.024647527962856842 -0.019672954714845339 0.0013144852619524489 -0.00036726696156902313 -0.022322724989346225 -0.033812373597346998 0.0054287145635828586 -0.0056633389650307389 0.00083004211393921789 -0.0032054785840323736 0.0064913664373901399 0.0062710013761565261 -0.017325612766243767 0.0077787339105025027 0.02523374191511496 -0.00062012669327823997 -0.00798252901640162 3.6258709197951231e-05 -0.010423495026667302 -0.0016751067451841986 0.0088733761783819816 -0.010160387193216967 0.011624291721965947 -0.0091509119271303389 leaf_weight=287613.71080063761 50.654143564403057 28192.85688373365 32.874412804841995 149.88201479241252 300.91426974162459 33.57878053188324 25.751018173992634 21.86757680028677 492.75317393988371 78.310770355165005 34.317319631576538 20.057261109352112 326.59900698810816 159.62366607785225 23.139324590563774 238.12505339086056 91.66631156206131 133.62096386402845 26.71436171233654 511.74997195973992 39.654737830162048 13.832824364304541 12.590136051177977 1774.9113286565989 113.81949566304684 2120.273337636143 85.856118947267532 60.754921123385429 97.905606061220169 31.575875297188759 leaf_count=1241906 360 137037 133 1065 1650 140 131 96 2065 350 143 82 1388 646 104 955 368 539 110 3279 159 58 51 7985 489 9084 362 305 400 133 internal_value=3.15078e-05 0.000203588 0.00146941 -0.00963503 0.0023812 0.000937991 0.00130519 0.000980644 0.00392255 -0.000802336 -0.00305816 -0.00209619 0.00296881 -0.00101961 -0.0152131 -0.000360533 0.0014825 0.0101565 -0.00468082 0.00577569 0.0173148 -0.0169376 -0.0238514 1.31416e-05 -0.0010899 -0.00212081 0.000108714 -0.000301219 0.00653036 0.00248366 internal_weight=322910 31140.6 2947.76 223.675 2724.08 1911.42 1877.84 1852.09 698.903 1153.19 721.562 687.244 431.624 640.764 173.021 618.897 459.273 206.15 105.025 812.664 72.5292 46.4802 32.6474 291769 4155.62 2234.09 1921.52 1835.67 221.148 123.242 internal_count=1411573 151442 14405 1529 12876 7947 7807 7676 2896 4780 2932 2789 1848 2598 1169 2502 1856 831 460 4929 292 191 133 1260131 18225 9573 8652 8290 901 501 is_linear=0 shrinkage=0.03 Tree=941 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 3 1 3 0 1 1 1 3 3 2 0 2 1 3 2 2 3 2 3 3 2 1 0 1 split_gain=1.11457 4.8952 38.3194 27.9366 28.6643 17.8229 12.3763 16.0038 14.0604 30.8248 21.411 16.6752 10.2875 11.7652 9.74206 12.0156 12.2406 11.5235 9.49168 8.73294 13.4969 12.0545 44.3672 25.9058 63.7469 17.918 50.1278 35.0789 25.7635 21.3241 threshold=3997.433227539063 4255.0842285156259 2.5095000267028813 6.5000000000000009 3.5000000000000004 4165.5986328125009 1.8174999952316286 -2.4999999999999996 1.6674999594688418 48.500000000000007 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.8989999890327456 2.1755000352859502 4165.5986328125009 32.500000000000007 4086.971069335938 -13.499999999999998 2.0774999856948857 40737.804687500007 9139.0400390625018 3.8810000419616704 4911.6706542968759 2.6375000476837163 3.653500080108643 13515.104003906252 1.0000000180025095e-35 68.500000000000014 -10.499999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 5 -4 8 18 9 11 -11 -2 14 -14 15 17 -17 -9 -8 20 -3 22 23 24 -21 26 27 29 -29 -23 right_child=1 19 3 -5 -6 -7 7 12 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 21 -22 25 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-1.8837577625978894e-05 -0.013946432419963104 -0.00053249464089065869 0.011343683856529977 -0.0068827473882353855 0.015056559735243844 -0.040199361211578112 -0.014478857273079727 -0.0012862044107709658 0.0079709820308935305 0.010484491252273336 -0.017107636088784829 0.0020445736871665607 -0.0042315090778217391 0.010816721961377777 0.0029190129230821202 -0.015203513031703763 0.0045450868404687053 -0.010747192667862301 0.011247483649259675 0.0017041835087159716 0.001608551666966472 -0.016256260502565244 -0.00093989195109241608 0.0021040341924650221 -0.0078058798823563025 0.00024221668202414621 -0.00031066480009168544 -0.013455813439954041 -0.00014731773446086016 -0.00037341419620572997 leaf_weight=180841.41949396301 127.66280162334442 31251.866615593433 9.8154827505350113 689.13259892165661 106.18766289949417 15.688099950551987 13.963468216359614 222.87411279976368 695.26930731534958 270.82205483317375 27.920391969382763 108.62898857146502 69.705465137958527 142.04927594959736 324.17381450533867 32.489827081561089 216.30591416358948 241.31857842206955 170.61590638756752 2357.5833828598261 2895.3604343757033 83.745220527052879 9429.3155436473899 15282.224964119494 867.88058929890394 60583.288430597633 14231.697413772345 596.58154129981995 167.72002384066582 830.90006925165653 leaf_count=786667 520 131568 53 2875 506 86 81 904 2872 1151 140 556 283 572 1311 131 879 979 822 9783 12318 362 40689 63284 3581 284065 57997 2455 679 3404 internal_value=3.05627e-05 9.34478e-05 0.00120399 -0.00446334 0.0081973 -0.0203622 0.00295032 0.00105592 0.0051576 0.00150166 0.00790574 -0.00659498 -0.00016268 0.00586314 -0.00139296 -0.00335348 0.00196615 -0.00620466 0.00930128 6.55226e-05 -0.000350954 0.000201704 0.000735045 0.00158839 -0.000854704 6.91746e-06 -0.000889036 -0.00579164 -0.0105354 -0.00182765 internal_weight=322904 142063 3484.62 820.824 131.691 25.5036 2663.8 1433.5 1230.3 535.034 298.742 236.292 1248.92 211.755 1037.16 712.988 248.796 464.193 184.579 138578 34147.2 104431 27937 18507.7 3225.46 76493.9 15910.6 1678.95 764.302 914.645 internal_count=1411573 624906 14721 3520 645 139 11201 5962 5239 2367 1291 1076 5059 855 4204 2893 1010 1883 903 610185 143886 466299 117337 76648 13364 348962 64897 6900 3134 3766 is_linear=0 shrinkage=0.03 Tree=942 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 3 1 3 0 1 1 1 3 3 1 0 3 2 2 3 2 3 3 2 1 0 0 1 1 split_gain=1.04884 4.60922 36.0651 26.2973 26.9378 16.4383 11.6547 15.1188 13.2521 29.0125 20.1865 15.6994 9.73674 9.71992 8.97057 8.94825 8.7894 8.21716 12.6998 11.3439 41.7527 24.3816 59.9503 16.8603 47.1957 33.1157 24.3289 20.2293 17.093 22.5163 threshold=3997.433227539063 4255.0842285156259 2.5095000267028813 6.5000000000000009 3.5000000000000004 4165.5986328125009 1.8174999952316286 -2.4999999999999996 1.6674999594688418 48.500000000000007 2.5000000000000004 1.0000000180025095e-35 1.5000000000000002 2.279500007629395 1.8989999890327456 -13.499999999999998 70.500000000000014 2.0774999856948857 40737.804687500007 9139.0400390625018 3.8810000419616704 4911.6706542968759 2.6375000476837163 3.653500080108643 13515.104003906252 1.0000000180025095e-35 68.500000000000014 70.500000000000014 -10.499999999999998 -19.499999999999996 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 6 4 5 -4 8 15 9 11 -11 -2 13 -9 -14 -8 -15 18 -3 20 21 22 -19 24 25 27 -27 28 29 -21 right_child=1 17 3 -5 -6 -7 7 12 -10 10 -12 -13 14 16 -16 -17 -18 19 -20 23 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-1.8272440761772133e-05 -0.013532478879507657 -0.00051653115288067522 0.011041870771354056 -0.0066761912570563915 0.014651787812162283 -0.038358073710348266 -0.013934906082696465 -0.0034093875883477532 0.0077393028945475454 0.010170865121937159 -0.016688589588361766 0.0019818197405966965 -0.0033851162007585726 0.0066279045027654426 0.00719681658857136 0.010959489654126166 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9783 12318 166 40689 63284 3581 284065 57997 2455 679 256 3151 193 internal_value=2.96482e-05 9.06532e-05 0.0011685 -0.0043297 0.00795999 -0.0195745 0.00286337 0.00102479 0.00500617 0.00145691 0.00767304 -0.00639623 -0.000157739 -0.00180512 0.00410116 0.00905494 0.00424941 6.35602e-05 -0.000340434 0.000195664 0.00071308 0.00154105 -0.000829043 6.70813e-06 -0.000862425 -0.0056208 -0.0102355 -0.00177208 -0.00298173 -0.0158858 internal_weight=322896 142055 3483.15 820.718 131.578 25.7257 2662.44 1432.94 1229.5 534.89 298.563 236.327 1249.01 900.633 348.373 183.93 188.653 138571 34146.4 104425 27933.9 18504.1 3225.46 76491.2 15909.7 1678.11 763.118 914.988 852.31 83.3512 internal_count=1411573 624906 14721 3520 645 139 11201 5962 5239 2367 1291 1076 5059 3657 1402 903 764 610185 143886 466299 117337 76648 13364 348962 64897 6900 3134 3766 3510 359 is_linear=0 shrinkage=0.03 Tree=943 num_leaves=31 num_cat=0 split_feature=2 2 3 0 0 2 3 1 3 0 1 1 1 3 3 2 0 2 1 3 2 0 2 1 0 0 2 2 1 0 split_gain=0.986975 4.33983 33.9437 24.7549 25.3222 15.1833 10.9762 14.2822 12.4898 27.3079 19.0326 14.7822 9.29982 10.6008 8.72242 11.278 11.5341 10.8307 8.43667 7.73185 11.9664 11.2988 11.8563 11.0282 15.8961 12.0331 14.2073 47.6061 11.8926 16.5564 threshold=3997.433227539063 4255.0842285156259 2.5095000267028813 6.5000000000000009 3.5000000000000004 4165.5986328125009 1.8174999952316286 -2.4999999999999996 1.6674999594688418 48.500000000000007 2.5000000000000004 1.0000000180025095e-35 2.5000000000000004 1.8989999890327456 2.1755000352859502 4165.5986328125009 32.500000000000007 4086.971069335938 -13.499999999999998 2.0774999856948857 39114.154296875007 58.500000000000007 52483.353515625007 7.5000000000000009 47.500000000000007 65.500000000000014 14054.634277343752 10270.009765625002 21.500000000000004 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 6 4 5 -4 8 18 9 11 -11 -2 14 -14 15 17 -17 -9 -8 20 23 22 -22 25 28 -3 27 -27 -25 -30 right_child=1 19 3 -5 -6 -7 7 12 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=-1.7724240263971812e-05 -0.013131861273271383 -0.00025984529992056687 0.010747418769938654 -0.0064759683825332572 0.014257670117654615 -0.036644708003116054 -0.013416271361290083 -0.0011684348631169914 0.0075143653877366321 0.0098670356278648379 -0.016279209905245812 0.0019210367833311362 -0.0040010764659134208 0.010282071816156113 0.0027589863691170279 -0.014678962882868178 0.0044829804180538521 -0.010337029098648656 0.010678171719529558 0.00018980535419441111 0.0025880273424412079 0.0045443662788349857 -0.0016617952707888913 -0.0074250288097047314 0.00094345910981692498 -0.0022386196763871536 0.00050855799230475093 -0.022606471626756258 0.0033912990712733834 -0.016633521378912417 leaf_weight=180841.32036738977 127.57023395597935 28341.358313627541 9.7487916350364703 689.13343407213688 105.52049901336432 16.184905901551247 14.175474464893339 222.9622490555048 693.95085836946964 270.76312248408794 27.611876219511032 108.77949260175228 69.738203004002571 141.97169399261475 324.06914523243904 32.522657006978989 216.27470904588699 241.61205162107944 169.1144065707922 104419.08126443601 1144.7997210510075 787.01719018444419 1220.9047470092773 693.00894994288683 578.03739494085312 512.13023626804352 472.62017846107483 129.36908505856991 221.64856065064669 44.644350036978722 leaf_count=786667 520 118333 53 2875 506 86 81 904 2872 1151 140 556 283 572 1311 131 879 979 822 466299 4680 3599 5111 3786 2543 2092 1954 526 1005 257 internal_value=2.8761e-05 8.7942e-05 0.00113404 -0.00420022 0.00773014 -0.0188294 0.00277892 0.00099451 0.00485927 0.00141356 0.00744744 -0.00620379 -0.000152963 0.00557714 -0.0013223 -0.00317634 0.00197814 -0.00593676 0.00881473 6.16567e-05 -0.000330229 0.00143063 0.000394757 -0.000509351 -0.00298644 -0.000380067 -0.00343831 -0.00634614 -0.00535444 3.41121e-05 internal_weight=322888 142046 3481.7 820.588 131.454 25.9337 2661.12 1432.44 1228.68 534.725 298.375 236.35 1249.15 211.71 1037.44 713.372 248.797 464.574 183.29 138565 34145.5 3152.72 2365.7 30992.8 1537.34 29455.5 1114.12 641.499 959.302 266.293 internal_count=1411573 624906 14721 3520 645 139 11201 5962 5239 2367 1291 1076 5059 855 4204 2893 1010 1883 903 610185 143886 13390 9791 130496 7591 122905 4572 2618 5048 1262 is_linear=0 shrinkage=0.03 Tree=944 num_leaves=31 num_cat=0 split_feature=0 2 2 0 2 0 1 1 2 0 2 2 2 0 2 1 2 0 2 2 2 2 2 2 2 1 2 0 0 1 split_gain=0.986241 7.76152 13.5016 15.9563 8.6957 8.54378 13.0771 7.13167 6.90731 9.2055 28.1367 6.20161 6.09615 9.71339 7.55582 5.02829 4.58887 4.15064 5.09197 4.13979 8.71265 5.35694 10.4418 8.66469 6.22811 4.96961 7.14224 4.6479 4.04966 4.03966 threshold=85.500000000000014 42314.533203125007 30543.693359375004 91.500000000000014 31594.402343750004 88.500000000000014 2.5000000000000004 1.5000000000000002 56232.490234375007 87.500000000000014 47442.083984375007 79002.019531250015 56232.490234375007 94.500000000000014 50102.638671875007 -2.4999999999999996 47442.083984375007 86.500000000000014 36319.728515625007 27583.159179687504 29513.294921875004 5339.5974121093759 6665.8681640625009 4520.4785156250009 4432.1855468750009 -1.4999999999999998 14993.919433593752 90.500000000000014 87.500000000000014 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 15 17 -5 6 7 8 9 16 -11 -10 13 -7 -15 -2 -3 -4 -19 21 -21 23 -23 24 -17 26 27 -24 -20 -27 right_child=1 5 3 4 -6 12 -8 -9 11 10 -12 -13 -14 14 -16 19 -18 18 28 20 -22 22 25 -25 -26 29 -28 -29 -30 -31 leaf_value=3.5233487570083021e-05 0.0045979266560313625 0.032056438115348918 -0.010429448439265392 -0.019703368881382334 0.0014867344838204175 -0.012866617775553672 0.017477293563937249 -0.0063314954163492324 -0.0046313386233008194 -0.034589384875775113 0.023358517222165531 0.0048142960238712262 0.00057194250908691963 0.010829399578686175 -0.012645234162437324 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94 7932 115 79 68 177 115 470 120 350 102 5960 134 54 69 394 internal_value=2.78991e-05 -0.00034692 -0.00113786 -0.0082527 -0.00172711 0.00107829 0.00442017 0.00270344 0.00423436 0.0123425 -0.000165252 0.00230215 3.79119e-05 -0.00605365 0.0033855 -0.000709297 0.0210167 -0.0179725 -0.0234179 -0.000936154 0.00649689 -0.00107521 -0.00230579 3.201e-05 -0.000410127 -0.0016804 -0.00927131 -0.000962237 -0.0304651 -0.00130429 internal_weight=322880 6196.77 3985.15 226.41 135.464 2211.62 525.054 464.042 396.806 76.363 31.2713 320.443 1686.56 135.939 56.9863 3758.74 45.0917 90.9461 52.8173 3604.66 66.1969 3538.46 1675.87 1862.59 1779.5 1566.6 73.9562 41.2165 33.5908 1492.65 internal_count=1411573 27849 17486 984 610 10363 2432 2155 1869 340 141 1529 7931 603 269 16502 199 374 216 15808 292 15516 7132 8384 8034 6662 308 174 137 6354 is_linear=0 shrinkage=0.03 Tree=945 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 2 0 2 2 2 2 0 2 2 0 2 0 2 2 2 2 0 2 2 2 2 0 split_gain=3.22392 7.00847 13.5007 21.9036 19.7139 16.0862 22.3889 40.2734 32.4992 18.2954 12.7932 12.7129 19.9862 14.5184 12.1448 10.0825 18.4932 11.6015 28.1747 10.8091 16.4291 32.3292 23.152 37.2124 19.6012 18.7451 14.8295 27.6004 24.3308 22.2812 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 2623.7399902343755 1957.453552246094 2180.0605468750005 1682.390319824219 44.500000000000007 1846.5046997070315 14054.634277343752 10537.723632812502 8374.6435546875018 47.500000000000007 203.28157806396487 305.33541870117193 40.500000000000007 229.05034637451175 38.500000000000007 12667.155273437502 18871.722656250004 9353.3178710937518 7303.1936035156259 39.500000000000007 8714.5634765625018 468.30728149414068 356.29209899902349 518.40026855468761 39.500000000000007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 15 4 10 6 8 -8 -6 -10 -4 12 13 -5 -15 -1 17 -17 -19 -18 22 24 23 26 -22 -25 27 -21 29 -28 right_child=-2 -3 3 11 5 -7 7 -9 9 -11 -12 -13 -14 14 -16 16 19 18 -20 20 21 -23 -24 25 -26 -27 28 -29 -30 -31 leaf_value=0.0019982634518226354 5.2884633555765146e-05 0.00020867511924115519 0.00083305736180915783 -0.0027518795836759544 -0.00064930350047552132 0.0049701097345993166 -0.012245995296541051 -0.0012577232319052071 0.023637431545354536 0.0054737788903595893 0.007121337800728887 0.0006456337229951651 -0.0079894681951623806 0.0043959472747287145 -0.0094424772914656965 -0.001387558440888309 -0.0001184150331319255 -0.022683349454541746 -0.00058800180803336146 0.011964625718175732 -0.019141561213918353 0.0027495105272985244 0.0090961101465902288 -0.013142216548959791 -0.00444169041133987 0.0033711808492835568 0.037508922515895805 -0.0095694165728232028 0.0022965208178328971 0.0049823778744487379 leaf_weight=2000.1965120024979 167559.75480546616 39427.962881140411 699.1435534954071 4951.5008779764175 8577.3144923746586 447.35647319257259 409.216418415308 1126.7832655161619 58.834564566612244 328.98394511640072 499.00213971734047 1119.7911133989692 608.71130341291428 438.21251015365124 65.624372631311417 7091.7450430542231 81865.2314449072 79.469875797629356 149.93222285807133 70.6395473331213 119.77350720763206 457.5856809169054 376.75692768394947 226.79914988577366 256.41436333954334 85.073454335331917 33.970102876424789 221.65869824588299 3517.3023322820663 42.879756078124046 leaf_count=8704 718546 168903 3277 20707 35009 1884 1678 4691 246 1349 2905 4599 2471 1773 271 28994 381680 321 614 295 486 1856 1544 969 1038 349 139 891 15349 179 internal_value=-3.83892e-05 -0.000136834 -0.000254347 -0.000978061 -0.000201442 -0.000601255 -0.000838599 -0.00418519 -0.000265227 0.00822932 0.00345199 -0.00229119 -0.0028335 -0.0022582 0.0025935 -0.000109519 -0.000154087 -0.00160235 -0.00824231 -3.25974e-05 0.00126629 -0.00260674 0.00197212 0.00133281 -0.00912195 -0.00863765 0.0021329 -0.0043653 0.00266137 0.0193602 internal_weight=322914 155354 115926 19330.5 12146.6 10948.5 10501.1 1536 8965.13 387.819 1198.15 7183.84 6064.05 5455.34 503.837 96595.4 94595.2 7321.15 229.402 87274.1 5408.85 833.774 4575.08 4198.32 376.188 311.873 3886.45 292.298 3594.15 76.8499 internal_count=1411717 693171 524268 80860 51039 44857 42973 6369 36604 1595 6182 29821 25222 22751 2044 443408 434704 29929 935 404775 23095 3380 19715 18171 1524 1318 16853 1186 15667 318 is_linear=0 shrinkage=0.03 Tree=946 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 2 0 2 2 2 2 0 0 2 2 2 2 0 0 2 2 0 0 1 2 2 2 split_gain=3.03336 6.59433 12.7039 20.608 18.5761 15.1468 21.0516 37.8226 30.617 17.3546 12.1135 11.9793 15.1519 13.6594 11.4334 9.89323 16.8585 12.1326 10.5376 9.86284 9.80943 19.5139 16.6536 19.0798 19.5625 17.6827 15.5883 15.0658 26.8145 13.1884 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 2623.7399902343755 1957.453552246094 2180.0605468750005 1682.390319824219 44.500000000000007 1846.5046997070315 14993.919433593752 10537.723632812502 8374.6435546875018 47.500000000000007 47.500000000000007 1236.168395996094 1607.8663330078127 955.99880981445324 381.33543395996099 57.500000000000007 58.500000000000007 2704.067260742188 3118.6667480468755 56.500000000000007 51.500000000000007 -4.4999999999999991 594.21514892578136 246.96897125244143 3061.900268554688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 10 6 8 -8 15 -10 19 12 13 -5 -15 -6 18 -18 -17 -4 22 27 -3 24 25 -24 -27 28 -22 -29 right_child=-2 20 3 11 5 -7 7 -9 9 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 26 -28 29 -30 -31 leaf_value=-0.00010623365305695504 5.1297699893626663e-05 -0.00013243269001556222 0.0029300201444674924 -0.0026691114982832199 -0.00098895890065857296 0.004825863656532231 -0.011863087746028294 -0.0012197350513481952 0.023041112286961155 0.0053133644080127374 0.0069344037582399366 0.00077414228800216749 -0.0068802298835299409 0.0042638743681386254 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31130 1884 1678 4691 246 1349 2905 4229 2841 1773 271 3391 114 73 301 860 937 84673 176 35797 719 213 2220 1105 249 1570 internal_value=-3.72365e-05 -0.00013273 -0.000246719 -0.000948791 -0.000195392 -0.000583185 -0.000813374 -0.00405755 -0.000257261 0.00799337 0.00335446 -0.00222245 -0.00272328 -0.00219032 0.00251594 -0.000629798 0.00226037 0.0208829 0.00140104 0.000808302 0.000202422 -0.000240087 0.000708451 0.00167753 0.00619492 0.0087773 0.0102145 -0.0044942 0.00120094 -0.00706075 internal_weight=322910 155349 115923 19328.6 12144.7 10948.6 10501.7 1536.76 8964.97 387.303 1196.05 7183.86 6155.14 5455.67 503.783 8577.66 948.122 41.8207 906.301 698.943 39426.5 21033.4 18393.1 8545.22 766.038 593.759 551.277 927.644 288.179 639.465 internal_count=1411717 693171 524268 80860 51039 44857 42973 6369 36604 1595 6182 29821 25592 22751 2044 35009 3879 187 3692 3277 168903 88534 80369 39125 3328 2609 2433 3861 1186 2675 is_linear=0 shrinkage=0.03 Tree=947 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 2 0 2 2 2 2 0 2 2 0 2 2 0 2 2 1 2 0 2 2 2 0 split_gain=2.85392 6.2049 11.9543 19.3892 17.5038 14.2622 19.7951 35.5266 28.8442 16.466 11.468 11.3714 17.906 12.8512 10.7637 9.55421 12.9284 14.6796 13.7218 18.6983 10.0102 16.405 29.5491 21.0489 10.7469 9.58425 12.6633 9.4899 17.3982 10.9251 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 2623.7399902343755 1957.453552246094 2180.0605468750005 1682.390319824219 44.500000000000007 1846.5046997070315 14054.634277343752 10537.723632812502 8374.6435546875018 47.500000000000007 3673.2597656250005 4520.4785156250009 47.500000000000007 4165.5986328125009 3997.433227539063 44.500000000000007 6233.4113769531259 5339.5974121093759 -1.4999999999999998 5118.9267578125009 45.500000000000007 4712.1987304687509 203.28157806396487 305.33541870117193 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 27 4 10 6 8 -8 -6 -10 -4 12 13 15 -15 -5 17 -17 19 -19 21 22 -18 -23 25 26 -22 -1 29 -29 right_child=-2 -3 3 11 5 -7 7 -9 9 -11 -12 -13 -14 14 -16 16 20 18 -20 -21 24 23 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0019422538008621603 4.9758447601373006e-05 0.00019637737392623627 0.00078434053732387248 -0.0015839468847518355 -0.0006108863990746809 0.0046857188763691476 -0.011493418337335182 -0.0011829022673475768 0.022462862003941892 0.0051576154296074537 0.0067518063112186619 0.00062169125185004663 -0.0075519845714779009 0.0041358132097291857 -0.0089046389014477527 -0.012836469331411256 -0.011356656020121219 0.012939185663645153 0.021217790605252036 -0.025233614032501642 -0.024465972122540206 -0.00076720684606511346 0.006462043635269317 -0.017033547542047986 -0.002968739025421727 0.0087218535954604083 0.0043178579440687828 -0.0013425616768483863 -2.8431538255147019e-05 -0.007996129577817139 leaf_weight=1999.4340302161872 167561.94077603752 39423.425357919186 698.74769452959299 3131.1993961557746 8577.673308134079 446.47804825007915 410.22739039361477 1127.2426378726959 58.260785937309265 328.5230720192194 495.2652575597167 1119.8423705846071 608.03712658584118 438.24727916717529 65.477670535445213 266.49504612386227 149.66018679738045 22.236201331019402 23.616512775421143 24.028451085090637 20.554663866758347 114.26293268799782 190.21865306794643 191.74001903831959 620.06763575971127 156.5794250369072 41.588684380054474 7092.6955956593156 87274.997299156035 229.28472889959812 leaf_count=8704 718546 168903 3277 13094 35009 1884 1678 4691 246 1349 2905 4599 2471 1773 271 1078 606 90 97 99 83 467 782 846 2644 652 169 28994 404775 935 internal_value=-3.61163e-05 -0.000128744 -0.000239312 -0.000920405 -0.000189514 -0.000565667 -0.000788924 -0.00393395 -0.000249528 0.00776428 0.00325959 -0.00215579 -0.0026687 -0.00212449 0.00244072 -0.00258885 -0.00431672 -0.00962723 0.00261135 -0.0068866 -0.00311354 -0.00592076 -0.00138413 -0.0109596 -0.000951933 0.00476561 -0.00520274 -0.000103044 -0.000146275 -0.00155092 internal_weight=322908 155346 115923 19326.3 12142.4 10948.4 10501.9 1537.47 8964.46 386.784 1194.01 7183.85 6064.01 5455.97 503.725 4952.25 1821.05 336.376 69.8812 46.2647 1484.67 645.882 339.879 306.003 838.79 218.723 62.1433 96596.4 94597 7321.98 internal_count=1411717 693171 524268 80860 51039 44857 42973 6369 36604 1595 6182 29821 25222 22751 2044 20707 7613 1364 286 189 6249 2701 1388 1313 3548 904 252 443408 434704 29929 is_linear=0 shrinkage=0.03 Tree=948 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 2 0 2 2 0 2 2 2 2 0 0 2 2 0 0 1 2 2 2 2 2 1 split_gain=2.68532 5.83832 11.2504 18.2474 16.4926 13.4291 18.6144 33.375 27.1743 15.6258 10.8555 10.7982 9.31128 16.0035 11.6629 9.92847 9.27763 9.23208 18.35 15.6805 18.0024 18.4696 16.6804 14.7299 14.1562 25.3023 12.3856 12.5734 11.7072 14.5947 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 2623.7399902343755 1957.453552246094 2180.0605468750005 1682.390319824219 44.500000000000007 1846.5046997070315 19411.564453125004 47.500000000000007 1236.168395996094 1607.8663330078127 955.99880981445324 381.33543395996099 57.500000000000007 58.500000000000007 2704.067260742188 3118.6667480468755 56.500000000000007 51.500000000000007 -4.4999999999999991 594.21514892578136 246.96897125244143 3061.900268554688 2490.8103027343755 2902.4506835937505 -1.4999999999999998 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 10 6 8 -8 12 -10 16 -5 -6 15 -15 -14 -4 19 24 -3 21 22 -21 -24 25 -19 27 -26 -25 -30 right_child=-2 17 3 11 5 -7 7 -9 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 -22 -23 23 28 26 -27 -28 -29 29 -31 leaf_value=-9.9951941609887872e-05 4.8265433866109502e-05 -0.0001343521480108032 0.0028222830865010659 -0.0024816961170317244 -0.0009408604061225327 0.0045495619308285017 -0.011136408562067717 -0.0011471896136648293 0.021901705129016891 0.0050063932336294808 0.0065734684781435567 0.0013756214285415931 0.0022902134689476482 0.034243966512938637 0.0021317826521271748 -0.0094279979942203159 -0.005037854902617182 -0.0033883618388001711 -4.8387772221931619e-05 -0.0095712675953104048 0.0011902745153801473 -0.0026287443745254208 -0.0067750241418496901 0.0076131347890178863 -0.0058410293711790998 0.018541113023593833 -0.0032738993401577603 -0.018826046906518196 0.028605367048121638 0.011422561419601346 leaf_weight=96597.044737282034 167562.98467930779 9847.8381355777383 515.36644057184458 6456.2171055823565 7630.3563712090254 446.05142790079117 410.67015431821346 1127.4608877897263 57.965426370501518 328.29646717011929 493.46840854734182 726.68172075599432 835.55096727609634 23.652684137225151 17.869310081005096 70.569161221385002 183.19171567261219 228.32399782538414 20105.242612097412 42.529713973402977 7776.227747540921 172.35795831680298 43.728579089045525 301.38721844553947 148.21676760911942 59.743283748626709 369.15695262700319 122.65041729807854 65.366052582859993 139.29166030883789 leaf_count=443408 718546 41244 2417 26822 31130 1884 1678 4691 246 1349 2905 2999 3391 114 73 301 860 937 84673 176 35797 719 213 1283 608 249 1570 497 334 603 internal_value=-3.50331e-05 -0.000124885 -0.000232138 -0.000892931 -0.000183824 -0.000548674 -0.000765203 -0.00381424 -0.000242034 0.00754183 0.00316722 -0.00209146 -0.000592537 0.00221214 0.0204242 0.00137759 0.00076102 0.000190493 -0.00023877 0.000681491 0.00162218 0.0060144 0.00852952 0.00992977 -0.00436302 0.00115967 -0.00684872 -0.0117207 0.0113733 0.0169106 internal_weight=322905 155342 115920 19323.4 12140.5 10948.4 10502.4 1538.13 8964.26 386.262 1192.03 7182.9 8578 947.642 41.522 906.12 698.558 39422.1 21033.3 18388.7 8540.89 764.661 592.303 549.774 928.091 288.067 640.024 270.867 506.045 204.658 internal_count=1411717 693171 524268 80860 51039 44857 42973 6369 36604 1595 6182 29821 35009 3879 187 3692 3277 168903 88534 80369 39125 3328 2609 2433 3861 1186 2675 1105 2220 937 is_linear=0 shrinkage=0.03 Tree=949 num_leaves=31 num_cat=0 split_feature=1 0 0 2 1 2 2 2 2 0 2 2 2 2 0 2 2 0 2 2 0 2 2 1 2 0 2 2 2 2 split_gain=2.52642 5.4937 10.5864 17.1674 15.5395 12.6445 17.5049 31.3582 25.6013 14.8311 10.2741 10.2046 16.8974 9.65964 9.61108 9.02345 12.1577 13.8159 12.8853 17.6632 9.44778 15.5411 27.822 20.0078 10.1142 9.0082 11.9477 8.99575 8.93204 16.3675 threshold=1.0000000180025095e-35 48.500000000000007 41.500000000000007 2799.732299804688 -4.4999999999999991 2623.7399902343755 1957.453552246094 2180.0605468750005 1682.390319824219 44.500000000000007 1846.5046997070315 14054.634277343752 10798.300781250002 8374.6435546875018 46.500000000000007 3673.2597656250005 4520.4785156250009 47.500000000000007 4165.5986328125009 3997.433227539063 44.500000000000007 6233.4113769531259 5339.5974121093759 -1.4999999999999998 5118.9267578125009 45.500000000000007 4712.1987304687509 9801.5458984375018 203.28157806396487 305.33541870117193 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 28 4 10 6 8 -8 -6 -10 -4 12 13 15 -15 -5 17 -17 19 -19 21 22 -18 -23 25 26 -22 -16 -1 -30 right_child=-2 -3 3 11 5 -7 7 -9 9 -11 -12 -13 -14 14 27 16 20 18 -20 -21 24 23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0018876984860969224 4.6817181464196035e-05 0.00018481130150363833 0.00073845204879018002 -0.0014611378671656172 -0.0005747451350670606 0.0044172798559905932 -0.010791515061019635 -0.0011125625735600073 0.021356752191310155 0.0048595652192299577 0.0063993134275078271 0.00060237302450682031 -0.0075277058073460338 0.0039897887268766094 0.0013668294393486306 -0.012381994580884537 -0.010954746516157628 0.012612211158790543 0.02059936763716701 -0.024521976532619089 -0.023720256131631385 -0.00066999451446916717 0.0063389152830580168 -0.016548441141787027 -0.0028086419171697127 0.0085248136201633573 0.0042617993504288753 -0.014005405369152233 -0.001501186060895007 -2.4579294512486504e-05 leaf_weight=1998.6888302639127 167563.99694513902 39418.738309293985 698.37093905359507 3132.9272576868534 8577.9772801697254 445.6332294344902 411.07487477362156 1127.6718862205744 57.665756091475487 328.07265254855156 491.7180038318038 1119.8900040388107 550.22351415455341 420.17560090124607 81.857808411121368 266.38781905174255 149.48261424899101 22.259274050593376 23.680227532982826 23.912975266575813 20.501209646463394 114.22238840162754 190.32917588949203 190.59743057191372 619.33476918935776 156.75810454785824 41.598124012351036 58.924005642533302 7322.9538858532906 87277.295242427324 leaf_count=8704 718546 168903 3277 13094 35009 1884 1678 4691 246 1349 2905 4599 2238 1699 333 1078 606 90 97 99 83 467 782 846 2644 652 169 245 29929 404775 internal_value=-3.39784e-05 -0.000121133 -0.000225169 -0.000866208 -0.000178295 -0.000532197 -0.00074221 -0.00369829 -0.000234758 0.0073258 0.00307739 -0.00202867 -0.00251463 -0.0020143 0.00171678 -0.00243695 -0.00411757 -0.00926798 0.00260754 -0.00661988 -0.00294968 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930.90408325195324 1.247500002384186 9.5555000305175799 6.5000000000000009 5.5000000000000009 235.10141754150393 -4.4999999999999991 1116.587829589844 13.500000000000002 911.27563476562511 31.500000000000004 26.500000000000004 23.500000000000004 21.500000000000004 16.500000000000004 876.87890625000011 1.1510000228881838 911.27563476562511 1.1980000138282778 1.2994999885559084 86.500000000000014 1.7404999732971194 2.6375000476837163 5.4584999084472665 32.500000000000007 1420.9512329101565 1148.0775146484377 decision_type=2 2 2 2 2 2 2 2 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 6 -5 9 7 8 -1 10 -6 20 18 14 15 16 17 -14 -13 -20 -8 -15 -23 -24 -11 27 -27 28 29 -26 right_child=1 -3 -4 4 5 -7 11 -9 -10 24 -12 12 13 21 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.030275522986133941 0.0043843173178470573 -0.013637727251816304 -3.9588586588897689e-05 -0.0019800644369534449 0.002872057608939048 -0.0027199053955113814 -0.00079568859867749377 0.016165080934375242 -0.0091238961182879465 0.0030885482360490336 -0.0060083914544919034 1.517449865977147e-05 0.021586573323825069 -0.01205132942679021 0.046314153938600514 -0.0098533780739954568 0.043385655799987835 -0.010228109924675896 -0.016778946918658 -0.0023904231428561358 -0.0068231311917856903 0.012704465860910306 -0.005246672088107889 0.0094659273367593035 -0.0055516489499715079 0.0043362898188130409 0.0009000649680107305 0.0010539769096377712 -0.013121553414352368 0.0026511997678147865 leaf_weight=7.5299218185245982 9.3136507123708743 17.587130964966491 213443.83399494301 2327.0895165652037 185.23020938038826 1262.9576112786308 1316.4579535201192 83.575733285397291 48.585109390318394 3252.3956566751003 310.97029475867748 89227.14957690239 81.823141910135746 88.83597756922245 28.9618039727211 25.837489515542984 27.657149985432625 22.524075791239738 89.074630260467529 778.82273185998201 426.18280316889286 61.575743943452835 249.95137676596642 60.919230982661247 566.90690270066261 2246.80640424788 4652.0873976647854 1367.0498457401991 142.93659871816635 345.16285569965839 leaf_count=76 39 342 940269 10505 931 5743 6306 504 297 13776 1503 381538 371 452 121 110 122 95 491 3329 1907 253 1054 266 2361 9513 21012 5711 597 1435 internal_value=3.89608e-06 -0.00739809 4.51307e-06 9.06477e-05 0.00071604 0.00115379 -2.18352e-05 0.00813007 -0.003837 0.00152812 -0.00269335 -3.41478e-05 8.78527e-06 0.00431967 0.0204631 0.0157198 0.0207253 0.0147192 -2.22245e-05 -0.00386716 -0.00226977 -0.00221786 0.000127618 -0.00236354 0.00169472 0.00120836 0.00201916 -0.00110108 -0.00389355 -0.00244737 internal_weight=322756 26.9008 322729 109285 16659.6 14332.5 92625.5 139.691 56.115 13069.5 496.201 92485.8 90743.1 648.086 186.804 157.842 132.004 104.347 90095 867.897 1742.64 461.282 372.446 310.871 12573.3 9320.95 6898.89 2422.06 1055.01 912.07 internal_count=1411029 381 1410648 470379 73087 62582 397292 877 373 56839 2434 396415 388202 2844 819 698 588 466 385358 3820 8213 2025 1573 1320 54405 40629 30525 10104 4393 3796 is_linear=0 shrinkage=0.03 Tree=951 num_leaves=31 num_cat=0 split_feature=0 1 0 1 2 2 0 2 2 2 2 1 1 2 2 2 2 1 2 2 2 0 0 2 2 0 2 2 2 2 split_gain=1.55259 2.09346 1.33519 2.44271 5.31061 6.42415 4.9876 8.78945 11.8113 7.31768 7.36182 5.87905 9.44013 5.12767 4.99844 4.39083 3.93047 3.89502 3.16179 12.9353 11.7311 7.30631 6.76461 5.47082 10.0221 8.50752 9.48268 5.8045 3.86535 11.8114 threshold=98.500000000000014 1.0000000180025095e-35 87.500000000000014 1.5000000000000002 1087.538757324219 911.27563476562511 90.500000000000014 19411.564453125004 10798.300781250002 3673.077514648438 5118.9267578125009 49.500000000000007 23.500000000000004 17336.302734375004 22629.428710937504 7128.9062500000009 50102.638671875007 20.500000000000004 1607.8663330078127 1682.390319824219 1266.0092773437502 90.500000000000014 93.500000000000014 911.27563476562511 780.74472045898449 88.500000000000014 563.99078369140636 444.35388183593756 1896.9642333984377 1806.0396118164065 decision_type=2 2 2 2 2 2 2 2 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 18 5 -5 7 8 9 -6 -11 12 17 -10 -9 -12 -16 -8 20 -20 22 -22 23 24 25 -4 27 -27 29 -21 right_child=1 -3 3 4 6 -7 11 14 13 10 15 -13 -14 -15 16 -17 -18 -19 19 28 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-2.978862569773278e-06 0.0042557917717897355 -0.013370978435679979 -0.011826321741535908 0.00095458748884710983 -0.0036741087670160528 0.025667526959694029 -0.0030375897555282401 0.021191956323037931 -0.015550433871230389 0.031490578895974439 -0.0048006399365767612 0.010060960191950585 -0.016710009451211597 0.00024714481572461121 -0.011570894229500016 0.017541036466512124 0.0062625415899225422 0.014206677771925465 0.027925520302033921 -0.01382976981404669 -0.013866642888610078 -0.0015466989164597113 -0.016542486366026572 0.0058975854201962366 -0.021289001037711967 0.0050464033118894419 -0.0038283713238240302 0.02919848711431591 0.00093983497604027786 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2661.5908203125005 4.1315000057220468 8374.6435546875018 13515.104003906252 11.500000000000002 586.15780639648449 12078.030273437502 5224.6887207031259 2.1755000352859502 41.500000000000007 75.500000000000014 5118.9267578125009 8173.5148925781259 22.500000000000004 15.500000000000002 25.500000000000004 39.500000000000007 23.500000000000004 42.500000000000007 6.5000000000000009 24.500000000000004 74.500000000000014 20.500000000000004 66.500000000000014 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=3 -2 -3 -1 5 -5 7 12 9 -9 -8 21 16 14 -14 17 -6 18 19 -15 -16 27 23 -10 26 -23 -25 -11 -24 -20 right_child=1 2 -4 4 6 -7 10 8 22 11 -12 -13 13 15 20 -17 -18 -19 29 -21 -22 25 28 24 -26 -27 -28 -29 -30 -31 leaf_value=-9.0307159108393268e-06 -0.014607627394051447 0.016252017311610596 -0.00930033296417343 -0.035718354130705877 0.00033162684423895193 -0.0043800610248542872 0.016528312970617399 -0.0085220488903306989 -0.0029730378982870554 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12.785903096199034 20.61250165104866 12.982008852064608 138.27956542372704 leaf_count=1341616 116 23 242 72 40644 515 169 2033 4886 339 9153 360 589 322 1249 305 263 67 1876 103 235 413 1357 506 2333 450 52 101 62 578 internal_value=3.66604e-06 -0.00706246 0.00196276 4.24679e-06 0.000286385 -0.00774099 0.000361361 8.02981e-05 -0.00150618 -0.00447698 0.00202769 0.000519895 0.000577343 0.00290356 -0.00399906 0.00594374 0.000250361 0.00710511 0.00662318 -0.00234633 0.000320043 0.00287587 -0.000374615 -0.0011479 0.00172854 0.00625436 -0.00508781 -0.00440043 0.00378418 0.00817219 internal_weight=322751 26.524 12.0775 322724 14504.9 134.223 14370.7 12296.6 2933.46 809.147 2074.09 361.986 9363.11 1153.91 352.828 801.086 8209.19 726.117 709.85 104.537 254.455 282.619 2124.32 1791.25 695.357 193.005 134.886 89.6147 333.066 605.313 internal_count=1411029 381 265 1410648 69032 587 68445 59123 12892 3696 9322 1663 46231 5324 2073 3251 40907 2946 2879 425 1484 1303 9196 7777 2891 863 558 440 1419 2454 is_linear=0 shrinkage=0.03 Tree=953 num_leaves=31 num_cat=0 split_feature=0 1 2 2 3 0 1 0 0 0 0 3 1 2 3 3 0 0 2 1 2 2 3 1 3 1 0 0 1 3 split_gain=1.39438 1.90837 1.28621 8.34362 8.17428 22.7648 11.7099 17.9196 13.7985 11.1803 13.6053 9.34585 8.57742 8.03417 20.5577 21.6695 9.75058 14.1101 10.6589 9.60131 9.54667 9.44121 29.4105 33.2493 22.3894 18.3334 19.2119 15.908 19.2546 13.7028 threshold=98.500000000000014 1.0000000180025095e-35 1572.3760986328127 1607.8663330078127 2.0774999856948857 36.500000000000007 1.5000000000000002 49.500000000000007 55.500000000000007 10.500000000000002 14.500000000000002 1.1980000138282778 1.0000000180025095e-35 930.90408325195324 1.247500002384186 9.5555000305175799 6.5000000000000009 5.5000000000000009 235.10141754150393 -4.4999999999999991 1116.587829589844 1193.5148925781252 1.0205000042915346 -1.4999999999999998 1.0619999766349795 2.5000000000000004 53.500000000000007 45.500000000000007 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=2 -2 13 4 5 -4 7 -7 -9 12 -11 -8 -6 16 21 19 17 18 -1 20 -16 25 23 -23 -24 26 -15 -26 -29 -27 right_child=1 -3 3 -5 9 6 11 8 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 22 24 -25 27 29 -28 28 -30 -31 leaf_value=0.029693501629310847 0.0040467362049031643 -0.012854354338070147 0.02981042365917376 -2.5227475109020723e-05 0.0019611831834082326 -0.0056120482415915485 -0.02913981571903828 0.02349447911116213 -0.0023559867047214284 -0.028177316158139985 -0.0066971502272428042 -0.00038984989120339233 -0.0053489748486772641 -0.0026706292799340428 0.002789409191046555 -0.0026335292238147817 -3.3212151524454855e-05 0.015746153722153464 -0.0088455870491913596 0.0016432743566193949 -0.0058133225377981464 0.027005758016657225 0.016626582449506624 -0.026965963312785429 0.010826627894895366 0.02289620658952244 0.013700218567516621 -0.0042849638942653806 0.015974411323613751 -0.012607664402983424 leaf_weight=7.4485303834080687 9.2851745784282702 17.060749561525881 24.157499700784683 212339.42481268418 290.5551291257143 106.54291841387749 21.265314489603043 47.22468338906765 30.642341196537018 29.768886297941208 244.55499160289764 19.514747321605682 287.30031102895737 1336.7451017200947 184.99981346726418 1262.9325053598732 92484.590115491301 83.232481513172388 48.607996466569602 12571.671521469951 311.7143167257309 12.492561191320418 93.492467060685158 57.816735103726387 110.43483319878578 10.240353807806967 67.788154795765877 370.37072671949863 47.652791291475296 219.37278520315886 leaf_count=76 39 342 102 935420 1371 454 98 201 126 132 1045 84 1236 5869 931 5743 396415 504 297 54405 1503 59 399 255 463 47 278 1595 210 1330 internal_value=3.55414e-06 -0.00689785 4.11755e-06 -3.87371e-05 -0.00264296 0.00213466 -0.000834286 0.00238275 0.0133218 -0.00404089 -0.00902812 -0.0153819 -0.00167331 8.78181e-05 0.000694375 0.001119 -2.12668e-05 0.00791016 -0.00372469 0.00148164 -0.00260926 -0.0019214 0.00101491 -0.0173763 0.00309397 -0.00316529 -0.00188051 0.000699841 -0.00197549 -0.0110243 internal_weight=322749 26.3459 322723 213441 1101.53 249.348 225.19 184.41 77.867 852.179 274.324 40.7801 577.855 109282 16657.7 14331.3 92623.9 139.289 56.0565 13068.4 496.714 2326.41 692.26 70.3093 621.951 1634.15 1404.53 528.458 418.024 229.613 internal_count=1411029 381 1410648 940269 4849 1065 963 781 327 3784 1177 182 2607 470379 73087 62582 397292 877 373 56839 2434 10505 2981 314 2667 7524 6147 2268 1805 1377 is_linear=0 shrinkage=0.03 Tree=954 num_leaves=31 num_cat=0 split_feature=0 2 1 1 0 2 0 2 2 2 2 1 2 0 2 0 1 0 2 1 2 1 0 2 1 1 0 2 3 0 split_gain=1.32129 1.89505 1.96848 1.27229 9.14209 13.4761 7.20499 18.7185 12.1933 16.8042 10.9947 23.2848 7.37035 7.57618 5.50768 7.61816 7.03166 11.685 7.53757 10.2585 14.3468 6.74113 7.67838 8.06673 11.5352 11.4148 6.47946 6.30906 10.8476 5.90788 threshold=98.500000000000014 13196.084960937502 1.0000000180025095e-35 5.5000000000000009 8.5000000000000018 2661.5908203125005 12.500000000000002 26691.365234375004 14054.634277343752 1116.587829589844 79002.019531250015 7.5000000000000009 8374.6435546875018 11.500000000000002 8007.5161132812509 48.500000000000007 10.500000000000002 25.500000000000004 17792.297851562504 20.500000000000004 50102.638671875007 14.500000000000002 36.500000000000007 10270.009765625002 24.500000000000004 19.500000000000004 39.500000000000007 15706.645507812502 1.9854999780654909 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=3 -2 -3 -1 5 -5 7 8 9 -6 11 -9 13 -11 -8 16 -16 -18 21 20 26 27 -23 24 -24 -25 -20 -19 -29 -21 right_child=1 2 -4 4 6 -7 14 10 -10 12 -12 -13 -14 -15 15 -17 17 18 19 29 -22 22 23 25 -26 -27 -28 28 -30 -31 leaf_value=-8.9282541566856705e-06 -0.014119989369139196 0.015717794133439718 -0.0088174890636807599 -0.035196304697243032 0.035072580643028456 -0.0042507224261840214 0.000625417940672591 0.0087090895996478762 0.014841216140350904 -0.0037027406869649744 0.0024950031422630325 -0.029929072945355299 -0.015231847241609617 0.017811983004710517 -0.0030448604501505994 0.0011244916829483088 0.0033820230989205949 0.0030740950451728639 -0.01676460015811718 0.0023085122029885899 0.0037794880585373153 -0.0091818122046356688 0.0061981485063137658 -0.0095568419232049603 -0.026641646416607684 0.010591451931602533 -0.0010557833250268375 0.0028411035114507765 0.043165591117501997 -0.012340909901176691 leaf_weight=308215.81911987456 14.251133782789113 5.2987273484468442 6.619717889232561 14.163074374198912 12.057451695203779 119.74956139922142 9807.6681817453355 23.489087730646133 146.55420699715614 48.582517296075821 85.82606452703476 34.884365245699883 28.745926544070244 21.140665635466576 1436.871540799737 1400.7945628985763 539.81526650488377 96.186957277357578 135.62988089025021 156.00337396562099 54.143839433789253 89.036178559064865 19.096825107932091 34.382161378860474 19.411655485630035 95.872952550649643 28.61796410381794 14.009985521435739 10.506586402654646 29.453928917646408 leaf_count=1341616 116 23 242 72 59 515 48388 96 598 231 358 144 118 95 6176 6096 2310 516 701 663 248 456 109 186 103 409 138 76 46 125 internal_value=3.44624e-06 -0.00673724 0.00209046 3.99285e-06 0.000278596 -0.00752364 0.000351311 0.00431467 0.00916733 0.00164396 -0.00433671 -0.0143813 -0.00244935 0.00282071 0.000237445 -0.000677282 -0.00159206 -1.32263e-05 -0.00235591 -0.00520668 -0.00961282 0.000685745 -0.00205376 0.00170686 -0.010356 0.0052731 -0.0140276 0.0065368 0.0201222 -1.80774e-05 internal_weight=322745 26.1696 11.9184 322719 14502.7 133.913 14368.8 401.28 257.081 110.527 144.2 58.3735 98.4691 69.7232 13967.5 4159.83 2759.04 1322.17 782.352 403.849 218.392 378.503 257.8 168.764 38.5085 130.255 164.248 120.704 24.5166 185.457 internal_count=1411029 381 265 1410648 69032 587 68445 1699 1101 503 598 240 444 326 66746 18358 12262 6086 3776 1875 1087 1901 1263 807 212 595 839 638 122 788 is_linear=0 shrinkage=0.03 Tree=955 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 2 2 2 2 0 2 1 2 2 0 1 0 0 2 1 1 2 2 0 2 2 2 0 1 split_gain=2.42162 7.28249 6.31804 12.8228 4.96654 7.99661 7.94089 7.56218 3.31501 3.28492 5.08553 5.05037 2.65205 5.42579 8.60377 6.40049 7.1443 4.09427 8.20614 11.6971 5.51005 5.02057 6.25523 7.24814 4.0733 4.0127 7.8908 3.77598 4.112 5.75622 threshold=25.500000000000004 38.500000000000007 2272.6494140625005 1193.5148925781252 4911.6706542968759 34.500000000000007 13515.104003906252 17336.302734375004 3912.428344726563 21324.808593750004 34.500000000000007 45446.361328125007 39.500000000000007 1384.018249511719 755.62243652343761 90.500000000000014 30.500000000000004 49.500000000000007 48.500000000000007 3673.2597656250005 34.500000000000007 31.500000000000004 2490.8103027343755 2799.732299804688 79.500000000000014 24156.202148437504 14054.634277343752 24156.202148437504 56.500000000000007 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -4 -6 -8 -7 10 -9 -11 13 14 24 17 -17 18 19 21 27 -15 -23 -24 -3 26 -21 28 29 -19 right_child=1 12 4 -5 6 8 7 9 -10 11 -12 -13 -14 15 -16 16 -18 20 -20 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-2.9245622124001548e-05 0.0066686038147379017 -0.006597786051197466 0.018775970328889714 -0.026826478680581849 -0.010250615678421034 0.0090320313057106194 0.023595221848639377 -0.021466519109732358 -0.0060466262383705172 0.011463330968615983 0.0026353972190834222 -0.0059631187179849691 -0.00078311141636367711 0.0092991517626828842 -0.022725360160769127 -0.0010904495221335671 -0.030184362852361084 0.011244745045233814 -0.022292113827565734 -0.014115948474569543 0.0062264336822866091 -0.017389889476473661 0.021155948646030667 -0.0034013456138185048 0.01633722331681187 -0.027494062691672209 0.0081997054615704657 0.0066976515831219706 -0.0072040161718642977 -0.007596140124426211 leaf_weight=320960.32196350419 23.806317493319511 48.753294833004475 48.30375725030899 18.112528994679451 39.312248051166534 27.632188886404037 17.347141563892365 11.616536006331442 24.988778248429298 47.993670627474785 24.489261120557785 21.750688701868057 679.55894071469083 58.486859709024429 32.200340986251831 15.015390172600748 15.37375473603606 31.474862307310104 21.456490963697433 59.829992458224297 104.45109057426453 18.824764907360077 14.197968572378157 45.425291523337364 8.1317782402038556 11.894961416721342 18.723706856369972 35.811199381947517 118.3268827944994 27.211285382509232 leaf_count=1402949 127 315 212 80 170 115 73 49 109 204 103 89 3212 245 182 77 84 137 99 327 446 78 59 188 37 50 78 158 500 115 internal_value=-3.51751e-05 -0.00117444 0.00301375 -0.00780414 0.00473515 0.00996215 0.00148897 0.00523508 0.00187144 0.00222614 -0.00511906 0.00602867 -0.00211124 -0.00342769 -0.0103336 -0.00239631 -0.015809 -0.00167632 -0.00455713 -0.00288362 0.000583109 0.00264638 -0.00231359 0.00244643 -0.0033192 -0.0112558 -0.00879689 -0.00218655 -0.0039839 0.0025087 internal_weight=322631 1670.5 305.353 41.9188 263.434 100.925 162.51 123.197 52.621 105.85 36.1058 69.7444 1365.15 685.59 89.0854 596.505 30.3891 566.115 248.84 227.384 317.275 136.935 78.448 59.6233 56.8851 90.4487 78.5537 212.824 177.013 58.6861 internal_count=1410667 7718 1331 207 1124 436 688 518 224 445 152 293 6387 3175 534 2641 161 2480 1124 1025 1356 570 325 247 352 455 405 910 752 252 is_linear=0 shrinkage=0.03 Tree=956 num_leaves=31 num_cat=0 split_feature=1 0 2 2 2 0 2 2 2 2 2 0 1 2 2 0 1 0 0 0 2 1 1 2 2 2 2 2 0 1 split_gain=2.28123 6.86027 5.9549 12.168 4.6884 7.58341 7.47147 7.1577 3.12087 3.0933 4.76364 4.76294 2.50536 5.15361 8.32265 6.05379 6.80846 4.01324 3.86054 7.77074 11.0374 5.18849 4.72452 5.89392 6.84681 3.7537 7.45576 3.55521 3.86969 5.41377 threshold=25.500000000000004 38.500000000000007 2272.6494140625005 1193.5148925781252 4911.6706542968759 34.500000000000007 13515.104003906252 17336.302734375004 3912.428344726563 21324.808593750004 45446.361328125007 34.500000000000007 39.500000000000007 1384.018249511719 684.96466064453136 90.500000000000014 30.500000000000004 76.500000000000014 49.500000000000007 48.500000000000007 3673.2597656250005 34.500000000000007 31.500000000000004 2490.8103027343755 2799.732299804688 24156.202148437504 14054.634277343752 24156.202148437504 56.500000000000007 29.500000000000004 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 3 -2 5 -4 -6 -8 -7 11 -11 -9 13 14 17 18 -17 -3 19 20 22 27 -15 -24 -25 26 -22 28 29 -20 right_child=1 12 4 -5 6 8 7 9 -10 10 -12 -13 -14 15 -16 16 -18 -19 21 -21 25 -23 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-2.8368243032241565e-05 0.006448050679642256 -0.0061306107809233675 0.01829659271415647 -0.026232591550088363 -0.0099327804169745473 0.0087738568855895305 0.022991912507550671 -0.020737365544507252 -0.0058550562400760727 0.011146732092577291 -0.005780554740694643 0.0025577000772108449 -0.00075959526467041997 0.0090218710205521302 -0.021234755394603559 -0.0010578807171508899 -0.029516803266861898 0.01636851141885555 0.010902439696856789 -0.02173151908857281 -0.013748698278227328 0.0060451502586227838 -0.016891472334691019 0.020605164670317946 -0.0032983241010301209 -0.026641594846204236 0.0079619493272417644 0.0065071312638994702 -0.0069887019053013928 -0.0073660858092733416 leaf_weight=320960.50582473684 23.880828306078911 44.216685399413109 48.085597082972527 17.96909436583519 39.352452918887138 27.592529341578484 17.269447654485703 11.663504406809805 25.031523063778877 47.877902179956436 21.764285266399384 24.476389944553375 679.57900191610679 58.476040288805962 35.851612277328968 15.013362444937231 15.251672577112911 8.508162394165991 31.488967105746269 21.351300708949566 59.589009627699852 104.35733710229397 18.799209460616112 14.141030788421629 45.438602268695831 11.907106786966322 18.704634428024292 35.754783123731613 118.31343156099319 27.219178110361099 leaf_count=1402949 127 294 212 80 170 115 73 49 109 204 89 103 3212 245 202 77 84 38 137 99 327 446 78 59 188 50 78 158 500 115 internal_value=-3.41206e-05 -0.00114039 0.00292732 -0.00758403 0.00459922 0.00968462 0.00144568 0.00508456 0.00181537 0.0021611 0.00585669 -0.00496037 -0.00204988 -0.0033311 -0.0100829 -0.00232733 -0.0153994 -0.00249995 -0.00162778 -0.00442839 -0.00280128 0.000565904 0.00256859 -0.00224601 0.00237509 -0.0109486 -0.00856195 -0.00212142 -0.00386422 0.0024325 internal_weight=322629 1668.92 304.964 41.8499 263.114 100.71 162.404 123.052 52.6241 105.782 69.6422 36.1399 1363.96 684.382 88.5765 595.806 30.265 52.7248 565.541 248.407 227.056 317.134 136.855 78.3788 59.5796 90.2008 78.2936 212.776 177.022 58.7081 internal_count=1410667 7718 1331 207 1124 436 688 518 224 445 293 152 6387 3175 534 2641 161 332 2480 1124 1025 1356 570 325 247 455 405 910 752 252 is_linear=0 shrinkage=0.03 Tree=957 num_leaves=31 num_cat=0 split_feature=1 2 2 0 1 2 0 2 2 0 1 2 0 2 0 1 1 0 0 2 0 2 2 0 3 1 2 0 0 0 split_gain=2.18731 3.82494 3.8196 3.45656 6.49801 3.51457 6.3708 3.20523 5.44238 3.34498 4.11186 2.7669 2.78995 2.64229 2.45633 2.195 2.29276 2.75432 6.34915 2.4319 1.99855 1.98521 7.29017 20.8917 19.3496 29.6378 23.1966 19.1129 16.9696 31.1001 threshold=50.500000000000007 13771.215820312502 1266.0092773437502 56.500000000000007 54.500000000000007 9587.6123046875018 81.500000000000014 3618.2971191406255 4432.1855468750009 72.500000000000014 63.500000000000007 3407.3515625000005 60.500000000000007 6815.6660156250009 54.500000000000007 59.500000000000007 62.500000000000007 72.500000000000014 78.500000000000014 16437.536132812504 64.500000000000014 3673.2597656250005 3546.369506835938 51.500000000000007 4.4095001220703134 2.5000000000000004 3673.077514648438 4.5000000000000009 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=21 2 -2 14 20 7 -7 11 -9 10 -10 12 -6 -11 -4 -3 -17 -18 -19 -20 -5 22 -1 24 -24 27 -27 -26 -25 -30 right_child=1 15 3 4 5 6 -8 8 9 13 -12 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 23 28 25 26 -28 -29 29 -31 leaf_value=-2.2341029715603477e-05 0.012390727817122145 0.0092074159439773772 -0.0040550171440994209 -0.028092413062229753 0.0053192701343351603 -0.030896941931705415 -0.0002443643373926241 0.013257617467005193 0.0011555217211625078 0.013478252541168533 -0.020320274094716664 -0.022726667427559185 -0.013835703185331871 -0.003388353727266943 0.010913066649723364 -0.015221488962281673 0.014694896797349614 -0.026719636460788281 0.021146933600046068 0.00023185292393596265 -0.011741015378183575 5.1032674590953717e-05 0.00047709738225338026 -0.0039987009272834974 0.0016786299772218705 -0.025012090022193848 0.0097137565777323139 -0.0043767183723722163 0.0039634002882726598 -0.0021420201955747458 leaf_weight=152192.43503683805 11.356885001063345 29.725486479699612 22.405326962471008 14.940238282084467 12.678133592009546 11.976051613688471 12.442579254508017 21.803874883800745 14.252873942255972 12.476942151784895 18.359671756625175 11.160803362727163 14.870148975402115 25.32933171838522 17.63259419798851 8.3675493225455266 11.652928590774534 7.6562278121709815 5.6675566881895056 42.699797418201342 12.238006666302679 146433.21481935144 13571.75207454263 2412.4262852817774 596.71733620064333 18.591906815767288 251.58316364884377 2194.0232818946242 943.78550690412521 3673.7937534451485 leaf_count=652577 48 138 93 61 52 50 56 93 59 53 75 46 76 107 72 36 49 34 26 437 51 643088 65105 13109 3458 97 1114 9485 4551 16371 internal_value=-3.30977e-05 -0.00243915 -0.00457974 -0.00544569 -0.00719668 -0.00482912 -0.0152778 -0.00288045 0.000160546 -0.00389472 -0.0109346 -0.0101255 -0.0050203 0.00217802 0.00253689 0.00229505 -0.000406976 0.0014247 -0.00133551 0.00268263 -0.0207296 -3.05617e-05 -9.85047e-05 -0.000588371 -8.84475e-06 -0.00216346 0.00732412 -0.00308196 -0.0019595 -0.000894135 internal_weight=322628 339.693 233.923 222.567 182.529 155.35 24.4186 130.932 92.2227 70.4188 32.6125 38.7091 27.5483 37.8063 40.0379 105.77 76.0441 67.6765 56.0236 48.3674 27.1782 322288 175855 23662.7 16632.7 3060.92 270.175 2790.74 7030.01 4617.58 internal_count=1410667 1712 992 944 779 667 106 561 387 294 134 174 128 160 165 720 582 546 497 463 112 1408955 765867 113290 79259 14154 1211 12943 34031 20922 is_linear=0 shrinkage=0.03 Tree=958 num_leaves=31 num_cat=0 split_feature=1 0 1 2 2 2 0 2 0 2 0 1 1 2 2 0 1 0 0 0 2 1 1 2 2 2 1 2 2 0 split_gain=2.09553 6.41064 5.6306 5.23077 13.369 5.30098 8.19878 5.10621 3.61986 9.02437 3.68856 2.50551 2.43661 4.8929 7.96823 5.72685 6.48901 5.03327 3.64481 7.35948 10.4136 4.88511 4.44608 5.55162 6.47128 3.54279 5.07589 3.51413 7.04425 3.46035 threshold=25.500000000000004 38.500000000000007 35.500000000000007 2272.6494140625005 1607.8663330078127 4911.6706542968759 34.500000000000007 13515.104003906252 32.500000000000007 22629.428710937504 29.500000000000004 27.500000000000004 39.500000000000007 1384.018249511719 799.78054809570324 90.500000000000014 30.500000000000004 79.500000000000014 49.500000000000007 48.500000000000007 3673.2597656250005 34.500000000000007 31.500000000000004 2490.8103027343755 2799.732299804688 2623.7399902343755 29.500000000000004 24156.202148437504 14054.634277343752 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 2 3 4 -2 6 -5 11 9 -9 -11 -7 13 14 17 18 -17 -3 19 20 22 -20 25 -24 -25 -15 -27 28 -22 -14 right_child=1 12 -4 5 -6 7 -8 8 -10 10 -12 -13 29 15 -16 16 -18 -19 21 -21 27 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-2.6596080508901033e-05 0.0032089220167650138 -0.0071736195721383306 0.020041531563001817 0.017827994658757607 -0.034091461055883218 -0.017287639516028307 0.00011194450444773136 0.025415800330664429 -0.0023620932150430624 0.008817485408245734 -0.0091034124776278001 -0.001832540572677328 0.015417280073183156 0.019924294363881212 -0.022564599111508991 -0.001027781503555884 -0.028867503666714516 0.017257926520716681 -0.0020572388184589294 -0.021188459312993735 -0.013391665255305435 0.0058697190067593871 -0.016408252923114097 0.020071348136033097 -0.0032030728413734448 -0.0034798414165671653 0.019145545526619307 -0.025826252472125954 0.0077296058589435418 -0.00098474188258672411 leaf_weight=320956.44539654948 28.669547110795975 49.655383259057999 16.217909634113312 47.866428360342979 12.38332676887512 18.727286010980606 46.204107061028481 18.972863674163818 54.954671233892441 22.117813110351562 19.405937612056732 19.037215769290924 11.780523404479025 17.774419456720352 29.461685054004192 15.011478766798975 15.129549257457255 8.9582538157701475 212.71930001676083 21.246623694896698 59.352801933884621 104.26373326778412 18.771904841065407 14.082969784736632 45.451983734965324 27.472388088703156 13.217657178640364 11.915100112557409 18.685462012887001 667.62314297677949 leaf_count=1402949 149 322 69 212 55 81 197 84 229 94 79 82 51 74 171 77 84 41 910 99 327 446 78 59 188 116 55 50 78 3161 internal_value=-3.21065e-05 -0.00109297 0.00284192 0.00187451 -0.00804249 0.00352087 0.0091265 7.91606e-05 0.00321145 0.00827441 0.000442235 -0.00949667 -0.00197248 -0.0032376 -0.00983702 -0.00226088 -0.0150022 -0.00343961 -0.00158111 -0.0043055 -0.00272338 0.000550138 0.00249077 -0.0021829 0.00230248 0.00875066 0.00386974 -0.0106513 -0.00833439 -0.000700339 internal_weight=322624 1667.13 304.557 288.339 41.0529 247.286 94.0705 153.216 115.451 60.4966 41.5238 37.7645 1362.57 683.171 88.0753 595.095 30.141 58.6136 564.954 247.971 226.725 316.983 136.771 78.3069 59.535 58.4645 40.69 89.9534 78.0383 679.404 internal_count=1410667 7718 1331 1262 204 1058 409 649 486 257 173 163 6387 3175 534 2641 161 363 2480 1124 1025 1356 570 325 247 245 171 455 405 3212 is_linear=0 shrinkage=0.03 Tree=959 num_leaves=31 num_cat=0 split_feature=1 2 2 0 1 2 0 2 2 0 1 2 0 2 0 1 1 0 0 2 0 2 2 0 3 1 2 0 0 0 split_gain=2.00902 3.60128 3.59624 3.25536 6.10284 3.31552 6.02557 3.02302 5.13049 3.14281 3.85689 2.61321 2.63322 2.48752 2.31369 2.07037 2.153 2.59711 5.96929 2.2774 1.88333 1.86791 6.86588 19.6707 18.2028 27.8556 21.9317 17.9775 16.0066 29.258 threshold=50.500000000000007 13771.215820312502 1266.0092773437502 56.500000000000007 54.500000000000007 9587.6123046875018 81.500000000000014 3618.2971191406255 4432.1855468750009 72.500000000000014 63.500000000000007 3407.3515625000005 60.500000000000007 6815.6660156250009 54.500000000000007 59.500000000000007 62.500000000000007 72.500000000000014 78.500000000000014 16437.536132812504 64.500000000000014 3673.2597656250005 3546.369506835938 51.500000000000007 4.4095001220703134 2.5000000000000004 3673.077514648438 4.5000000000000009 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=21 2 -2 14 20 7 -7 11 -9 10 -10 12 -6 -11 -4 -3 -17 -18 -19 -20 -5 22 -1 24 -24 27 -27 -26 -25 -30 right_child=1 15 3 4 5 6 -8 8 9 13 -12 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 23 28 25 26 -28 -29 29 -31 leaf_value=-2.0711228331559926e-05 0.012056836975965853 0.0089786143667247142 -0.003900589257347961 -0.027214212761163117 0.0051873570845684253 -0.030046409736886145 -0.00020755137500784383 0.012921657786013948 0.0011504179410481146 0.013110798326956474 -0.019639520324127378 -0.022075641553153731 -0.013433275552993784 -0.0032585092783867136 0.010629003841703927 -0.014704786092484745 0.014313421357171339 -0.025868665565851857 0.02045832080444409 0.00025443797265062241 -0.01134665595855926 5.0432967671335904e-05 0.00046353237987952303 -0.0038832492624183137 0.0016297630180566209 -0.024552181924806633 0.0093956517222010556 -0.0042438303383375659 0.003842940585832965 -0.0020776938121944625 leaf_weight=152191.58466537949 11.349185556173323 29.667096838355064 22.423556730151176 14.943402692675592 12.6826638430357 11.934481829404833 12.439295671880243 21.750256298109889 14.252634003758429 12.470043212175367 18.397930651903152 11.130785197019575 14.824208535254 25.3190578520298 17.610038310289383 8.3846292197704297 11.62898528575897 7.6620014458894721 5.6904171109199515 42.70008185505867 12.251355424523352 146432.19659725303 13571.311199639516 2409.173455953598 596.46711805975065 18.374676987528801 252.3080250620842 2194.4246223717928 944.35802039504051 3672.4444811120629 leaf_count=652577 48 138 93 61 52 50 56 93 59 53 75 46 76 107 72 36 49 34 26 437 51 643088 65105 13109 3458 97 1114 9485 4551 16371 internal_value=-3.11439e-05 -0.00233766 -0.00441556 -0.00525605 -0.00695636 -0.00465929 -0.014818 -0.00276668 0.000185586 -0.00374704 -0.0105643 -0.00981083 -0.00484781 0.00214321 0.00249071 0.00225663 -0.000365057 0.0014114 -0.00126533 0.00263029 -0.0200658 -2.87141e-05 -9.46205e-05 -0.000570061 -7.84372e-06 -0.00209735 0.00709118 -0.00298853 -0.00190102 -0.000866639 internal_weight=322622 339.512 233.779 222.43 182.396 155.201 24.3738 130.828 92.1899 70.4397 32.6506 38.6377 27.5069 37.7891 40.0336 105.733 76.0661 67.6815 56.0525 48.3905 27.1948 322283 175850 23658.9 16632.9 3061.57 270.683 2790.89 7025.98 4616.8 internal_count=1410667 1712 992 944 779 667 106 561 387 294 134 174 128 160 165 720 582 546 497 463 112 1408955 765867 113290 79259 14154 1211 12943 34031 20922 is_linear=0 shrinkage=0.03 Tree=960 num_leaves=31 num_cat=0 split_feature=2 2 3 2 3 3 0 3 2 2 3 2 1 2 3 2 2 0 1 2 1 0 1 3 1 1 0 0 0 0 split_gain=1.79779 10.9181 16.2837 18.3246 16.4771 68.8508 32.6192 26.1865 29.8001 21.8555 19.8865 21.8496 19.0165 18.4623 17.1823 69.2629 27.8703 19.2668 17.0011 22.3271 22.8035 18.2868 19.2051 16.0317 15.9209 15.6213 15.1764 14.6626 13.6589 12.7634 threshold=1572.3760986328127 2623.7399902343755 28.166500091552738 1896.9642333984377 1.9854999780654909 3.4465000629425053 57.500000000000007 4.7190001010894784 2078.127319335938 2225.1726074218755 4.1315000057220468 2533.3342285156255 1.0000000180025095e-35 1896.9642333984377 7.7119998931884775 2078.127319335938 2362.8337402343755 14.500000000000002 1.5000000000000002 1846.5046997070315 -6.4999999999999991 35.500000000000007 -5.4999999999999991 3.653500080108643 -2.4999999999999996 -2.4999999999999996 61.500000000000007 47.500000000000007 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 2 4 -4 6 -6 18 8 12 13 11 -10 25 26 15 24 -16 -17 19 21 27 22 -2 -14 -9 -7 -8 -21 -23 -15 right_child=1 -3 3 -5 5 7 9 14 10 -11 -12 -13 23 29 16 17 -18 -19 -20 20 -22 28 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=0.00012802196833783513 -0.019506234188679038 5.4344583774422893e-05 0.028868376159321755 -0.013471322726073832 -0.005769260085230191 0.0095962484800555109 0.012715913420537956 0.0076198227046225175 0.010047355196563584 0.0014385618843267744 0.018324971025281758 -0.013724542205708935 -0.0050271455381571328 -0.0059341575191614203 0.0011620989877592664 -0.0063310845790029244 -0.0071663293288737944 0.0049000065349338257 0.0011805714426499211 0.0094646790378349246 -0.0021742844130600066 0.0014321800034244529 0.018877682795813516 0.0081060041652856671 -0.014517148735178854 -0.005890025941422552 -0.002235424963253308 -0.00020672988846479214 -0.028915721772464899 0.019108889452196066 leaf_weight=109166.58947281912 13.429232805967329 189904.66811175167 33.361452121287584 12.702837593853472 2615.1746029704809 69.449618726968765 110.16931945085526 31.334519818425179 145.86325378715992 687.39263315498829 176.96089127659798 45.701161861419678 108.07552114129066 20.343727722764015 2886.7403189353645 188.20988576114178 413.41396316885948 509.92381171882153 4033.4141795635223 250.66973207145929 7913.9911452680826 1634.6459094136953 92.810284376144409 370.19525049626827 437.3620620816946 376.04318821430206 137.18774648010731 322.71259807050228 13.457374766469 183.77558980882168 leaf_count=469934 64 840486 240 69 10969 316 451 154 611 2806 737 190 454 83 13508 841 1916 2143 16345 1646 32587 6918 383 1538 1900 1541 562 1692 55 747 internal_value=2.8973e-05 -2.1616e-05 -0.000626842 0.0171926 -0.000661348 -0.00173252 -7.93798e-05 0.00010049 0.00386149 0.00480662 0.0110742 0.00437614 0.000984066 0.00993464 -0.000987559 -0.00411665 0.000118788 0.00187222 -0.000469185 -0.0011189 -0.00175572 0.00196203 0.0140258 0.00513829 -0.0130372 -0.00347581 0.00442369 0.00402139 0.00118438 0.016613 internal_weight=322906 213739 23834.5 46.0643 23788.4 8374.45 15414 5759.27 1292.29 1138.87 368.525 191.564 923.764 451.476 4466.98 1166.83 3300.15 698.134 14275.1 10241.7 8487.37 1754.34 106.24 478.271 468.697 445.493 247.357 573.382 1648.1 204.119 internal_count=1411886 941952 101466 309 101157 36818 64339 25849 5387 4649 1538 801 3849 1843 20462 5038 15424 2984 59690 43345 35925 7420 447 1992 2054 1857 1013 3338 6973 830 is_linear=0 shrinkage=0.03 Tree=961 num_leaves=31 num_cat=0 split_feature=2 2 3 2 3 3 0 3 2 0 1 2 1 0 1 3 2 2 0 1 2 0 2 0 0 2 2 0 2 1 split_gain=1.69147 10.2728 15.4399 17.4586 15.5919 70.8415 25.7252 24.6345 28.3931 22.1641 16.2423 24.6954 21.3779 20.6105 16.9371 16.1715 65.21 26.2226 18.1291 14.9751 14.7706 26.8788 18.8432 15.5735 14.1622 28.1121 14.6909 14.3777 21.2006 13.8803 threshold=1572.3760986328127 2623.7399902343755 28.166500091552738 1896.9642333984377 2.0774999856948857 3.4465000629425053 57.500000000000007 4.7190001010894784 1957.453552246094 18.500000000000004 1.5000000000000002 1846.5046997070315 -6.4999999999999991 35.500000000000007 -3.4999999999999996 7.7119998931884775 2078.127319335938 2362.8337402343755 14.500000000000002 -2.4999999999999996 2225.1726074218755 65.500000000000014 1896.9642333984377 58.500000000000007 25.500000000000004 2225.1726074218755 1748.5217285156252 29.500000000000004 2580.519653320313 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 4 -4 6 24 10 8 9 -7 11 13 -13 14 -2 16 19 -17 -18 -9 21 22 -8 -24 25 26 -6 -26 -29 -11 right_child=1 -3 3 -5 5 7 20 15 -10 29 -12 12 -14 -15 -16 17 18 -19 -20 -21 -22 -23 23 -25 27 -27 -28 28 -30 -31 leaf_value=0.00012418063680840949 -0.0090562841932740525 5.2714414473238151e-05 0.028322678219751887 -0.013056014294636395 -0.0071326558961403268 -0.028989587501065388 0.0057698395264514611 0.0074157730112766338 0.0087146174081649264 -0.0039335675942907431 0.0011693381213887044 0.0038250260006036933 -0.0021429049426379943 0.0011489972487619602 0.017271969338509087 0.001127374409343571 -0.0061412496073558901 -0.0069509957863191623 0.0047533563064338473 -0.014086589105874887 0.0013616010305092148 -0.0064333012590827602 -0.0057542183418029759 0.022171289804013294 -0.010342506356060271 -0.010711226022968333 0.0067398915091627263 -0.0056726555691775519 0.02179533769881483 0.0045867633899792631 leaf_weight=109167.19967951998 26.643189489841461 189904.12939803745 32.989794220775366 12.713537536561487 92.504668906331062 23.338228955864906 225.20897401869297 31.232380360364914 574.6412096619606 314.17808252573013 4064.0679939687252 579.38508819043636 7989.0120767802 1647.8987492769957 125.92940430343151 2886.3935456462204 188.20692746341228 413.43407326564193 509.8867985829711 437.21048806607723 710.36790071427822 92.660349503159523 20.350390791893005 153.86748965084553 800.43592399358749 206.82733926177025 267.01738332211971 1000.197428599 25.945347592234612 380.46574604511261 leaf_count=469934 124 840486 240 69 387 100 921 154 2394 1305 16471 3375 32888 6973 517 13508 841 1916 2143 1900 2899 381 83 627 3348 868 1112 4224 110 1588 internal_value=2.81056e-05 -2.09652e-05 -0.000608053 0.0168121 -0.000641523 -0.00170523 -8.69299e-05 9.74827e-05 0.00374469 -0.000233014 -0.000438169 -0.00106823 -0.00173936 0.00212566 0.0126744 -0.000958067 -0.00399417 0.000115239 0.00181616 -0.012653 0.00412896 0.00812386 0.0115009 0.0189093 -0.00604377 -0.00189902 0.0031705 -0.00732889 -0.00497815 0.000733132 internal_weight=322904 213737 23833 45.7033 23787.3 8151.92 15635.4 5758.99 1292.62 717.982 14432.9 10368.9 8568.4 1800.47 152.573 4466.36 1166.54 3299.83 698.094 468.443 1202.46 492.087 399.427 174.218 2392.93 566.349 359.522 1826.58 1026.14 694.644 internal_count=1411886 941952 101466 309 101157 35898 65259 25849 5387 2993 60348 43877 36263 7614 641 20462 5038 15424 2984 2054 4911 2012 1631 710 10049 2367 1499 7682 4334 2893 is_linear=0 shrinkage=0.03 Tree=962 num_leaves=31 num_cat=0 split_feature=2 2 3 2 3 3 0 3 2 3 2 1 1 2 1 0 1 3 2 2 0 3 1 1 2 0 2 0 0 2 split_gain=1.59146 9.66584 14.6383 16.6314 14.6738 66.6851 24.2121 23.1734 26.8983 18.756 20.5613 17.0293 15.2819 23.2366 20.1271 19.4123 15.973 15.2208 61.3983 24.6726 17.0587 15.03 14.6689 14.0869 13.9163 25.31 17.7973 14.6967 13.3334 26.4622 threshold=1572.3760986328127 2623.7399902343755 28.166500091552738 1896.9642333984377 2.0774999856948857 3.4465000629425053 57.500000000000007 4.7190001010894784 2078.127319335938 4.1315000057220468 2533.3342285156255 1.0000000180025095e-35 1.5000000000000002 1846.5046997070315 -6.4999999999999991 35.500000000000007 -3.4999999999999996 7.7119998931884775 2078.127319335938 2362.8337402343755 14.500000000000002 3.653500080108643 -2.4999999999999996 -2.4999999999999996 2225.1726074218755 65.500000000000014 1896.9642333984377 58.500000000000007 25.500000000000004 2225.1726074218755 decision_type=2 2 2 2 2 2 2 2 2 2 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 28 12 8 11 10 -10 22 13 15 -15 16 -2 18 23 -19 -20 -13 -7 -9 25 26 -8 -28 29 -6 right_child=1 -3 3 -5 5 7 24 17 9 -11 -12 21 -14 14 -16 -17 -18 19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.00012045454979587808 -0.0087549547560587786 5.1133133327001139e-05 0.0277832959030468 -0.012654172101376581 0.0030757593257467338 0.0093692584551879066 0.0055969969780933649 0.0072167121670000285 0.0094863029396998842 0.017535434467278194 -0.013575277948800925 -0.0050184894558939225 0.0011341945354270573 0.0037179152627726175 -0.0020782295741541817 0.0011146507266244451 0.016781570392192465 0.0010936824953647285 -0.0059571847137362072 -0.006742244451395497 0.0046111317031553231 0.0076948864250558037 -0.0056547306565066366 -0.013669731606440876 0.001320788769112188 -0.0062444255883004869 -0.005579883229034412 0.021547526453274523 -0.0071118654319735309 -0.010394707831450228 leaf_weight=109167.79096931592 26.732014417648315 189903.60652677028 32.626900307834148 12.723590746521948 359.47848485410213 69.248140558600426 225.19895628094673 31.13259331882 145.83616638183594 176.74711731076241 45.697703972458839 108.06785172224045 4064.292130947113 578.21259321272373 7990.4816065132618 1647.7190397232771 125.72421646118164 2886.0560322329402 188.20155815780163 413.4474341198802 509.84585266560316 371.01995116472244 376.41935235261917 437.02959334850311 710.34892554581165 92.600091204047203 20.356527850031853 153.5764357149601 1825.8624168932438 206.73289187252522 leaf_count=469934 124 840486 240 69 1499 316 921 154 611 737 190 454 16471 3375 32888 6973 517 13508 841 1916 2143 1538 1541 1900 2899 381 83 627 7682 868 internal_value=2.72636e-05 -2.03348e-05 -0.000589836 0.0164381 -0.000622302 -0.00165431 -8.43056e-05 9.45648e-05 0.00363122 0.0104877 0.00398408 0.000900641 -0.000425005 -0.00103617 -0.00168711 0.00206227 0.0123039 -0.000929465 -0.00387545 0.000111794 0.00176179 0.00482713 -0.00332029 -0.0122808 0.00400641 0.00788602 0.0111643 0.0183726 -0.0058646 -0.00184253 internal_weight=322903 213735 23831.4 45.3505 23786.1 8150.82 15635.2 5758.75 1293.04 368.281 191.534 924.755 14433.2 10368.9 8568.69 1800.18 152.456 4465.71 1166.21 3299.5 698.047 479.088 445.667 468.162 1202.08 491.732 399.132 173.933 2392.07 566.211 internal_count=1411886 941952 101466 309 101157 35898 65259 25849 5387 1538 801 3849 60348 43877 36263 7614 641 20462 5038 15424 2984 1992 1857 2054 4911 2012 1631 710 10049 2367 is_linear=0 shrinkage=0.03 Tree=963 num_leaves=31 num_cat=0 split_feature=3 2 2 3 2 3 2 3 1 3 2 1 1 2 1 2 2 3 3 1 1 0 1 3 1 1 2 2 2 1 split_gain=1.63595 15.7649 30.7747 49.0653 16.8286 27.5745 20.0675 16.4429 16.0779 22.9433 15.5327 22.9717 19.9846 17.7107 15.4232 15.3331 15.1311 54.1603 22.9866 14.7477 12.5001 12.1793 15.027 12.1724 13.1854 12.0118 14.7832 11.8702 11.3644 11.2916 threshold=3.2575000524520878 7656.2912597656259 2704.067260742188 6.4175000190734872 12925.947753906252 4.7190001010894784 13196.084960937502 7.0125000476837167 -2.4999999999999996 3.8810000419616704 555.07958984375011 1.0000000180025095e-35 3.5000000000000004 525.85342407226574 -1.4999999999999998 3473.4255371093755 10537.723632812502 5.4584999084472665 5.9049999713897714 8.5000000000000018 -2.4999999999999996 22.500000000000004 15.500000000000002 28.166500091552738 1.0000000180025095e-35 -2.4999999999999996 8931.5649414062518 11541.221191406252 10798.300781250002 8.5000000000000018 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 10 8 5 27 7 -6 9 15 11 13 -13 -2 -10 -4 18 19 25 -18 -19 22 -16 28 -25 26 -7 -3 -22 -23 right_child=1 4 3 -5 6 16 -8 -9 14 -11 -12 12 -14 -15 21 -17 17 20 -20 -21 23 29 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=7.9711276136983853e-05 0.0012016948235137703 0.0027710797279104798 -0.01237564152875893 0.00021856674015115879 -0.001950584282036937 -0.0087547688386029436 4.9998185796216626e-05 -0.012800476740255978 -0.0076519751965914906 -0.0037485929019759538 0.00039404710550722185 -0.0033049933669077425 0.003936307707568457 -0.0042906264032059657 -0.0039895339712829785 0.0069636194842754209 0.0047186314138974094 0.0045813922591980095 0.0010987602830207913 0.021267574128370582 0.0042582956589484232 -0.001019265932709742 0.01712853929631751 0.019931173205566945 -0.0020444501374587598 -0.0042684618761073094 0.0077577860316610011 -0.0075469582826218741 -0.002850972306273862 -0.012247667493469545 leaf_weight=199050.79833515536 3826.4621967077255 6361.2608704343438 40.253020375967026 8263.2846250561997 366.87359948456287 69.033457517623901 53327.006224547338 191.23805064707994 695.92611265182495 515.67610538005829 28197.635083213449 3813.4058319032192 376.91092559695244 613.06191626191139 5003.1008127182722 442.58166040480137 1832.1343141980469 295.63690769672394 1854.4352954225615 49.781747967004776 220.15141826868057 2619.3210998475552 30.510238230228424 47.071587761864066 51.410839933902025 1889.2309668511152 166.44790416955948 101.95559778064489 2505.1578551232815 83.164635501801968 leaf_count=851369 16943 26481 188 37846 1538 316 252807 833 2884 2376 124700 16785 1819 2541 20455 2106 7663 1516 8337 210 927 10787 130 325 314 7692 771 419 10430 378 internal_value=2.64468e-05 -5.91593e-05 -0.000440833 -0.00146911 0.000240995 0.00111406 -9.22894e-06 -0.00566832 -0.0029479 0.000651724 5.32041e-05 -0.00106049 -0.00265365 0.00044325 -0.00337416 0.00535134 3.86522e-05 0.00113704 -0.0013419 0.0051564 -0.00128778 -0.00298934 -0.00386153 -0.00190226 0.00845923 -0.0034721 0.00291698 0.00260832 -0.00227668 -0.0013648 internal_weight=322901 123850 54521.3 17693.8 69328.8 15443.7 53885.1 558.112 9430.53 998.511 36827.5 8629.84 4190.32 4439.52 8432.02 482.835 8980.49 5001.34 3979.15 1881.92 3119.43 7736.1 5033.61 2823.79 98.4824 2124.71 235.481 6463.22 2725.31 2702.49 internal_count=1411886 560517 239938 77150 320579 65401 255178 2371 39304 4670 162788 38088 18604 19484 34634 2294 38501 21385 17116 7873 13512 31750 20585 11996 639 8779 1087 26900 11357 11165 is_linear=0 shrinkage=0.03 Tree=964 num_leaves=31 num_cat=0 split_feature=3 2 2 3 2 3 2 3 1 3 2 3 2 1 1 2 1 2 2 3 1 1 3 2 0 1 1 0 0 1 split_gain=1.53917 14.8348 28.9563 46.1701 15.8412 26.1782 18.8748 15.4593 15.1274 21.6089 14.7097 26.6395 14.6193 21.6321 18.8123 16.6569 14.4607 14.4285 13.296 36.4797 21.7212 20.1484 19.1481 16.3696 18.3544 12.4095 12.3559 12.1288 11.4631 14.1493 threshold=3.2575000524520878 7656.2912597656259 2704.067260742188 6.4175000190734872 12925.947753906252 5.0659999847412118 13196.084960937502 7.0125000476837167 -2.4999999999999996 3.8810000419616704 12367.713378906252 5.4584999084472665 555.07958984375011 1.0000000180025095e-35 3.5000000000000004 525.85342407226574 -1.4999999999999998 3473.4255371093755 10057.160644531252 4.1315000057220468 -1.4999999999999998 -3.4999999999999996 4.1315000057220468 9353.3178710937518 82.500000000000014 1.0000000180025095e-35 19.500000000000004 79.500000000000014 22.500000000000004 15.500000000000002 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 8 5 18 7 -6 9 17 -7 25 13 15 -15 -2 -10 -4 19 20 27 -21 -20 -23 -25 -12 -22 -3 29 -18 right_child=1 4 3 -5 6 10 -8 -9 16 -11 11 -13 -14 14 -16 -17 28 -19 22 21 26 23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=7.7319861012795969e-05 0.0011659643314798865 -0.0027569272213421292 -0.011953024612827354 0.00021201175787741706 -0.0018915926656577289 -0.00079972936421996376 4.8498615073133744e-05 -0.01240967456052755 -0.0074122372679545131 -0.003631452939772364 0.0028511676490014541 0.0002466058032857019 0.00038223136368107925 -0.0032087819509741271 0.0038123999769148994 -0.0041589548597507605 -0.0038706233533650856 0.0067728987658860346 -0.0060825850062141184 0.0085373413567837765 0.0049420352311757929 -0.0034433786409786126 0.0051959943471006553 0.0025821094684497226 -0.01814091148105515 0.015845490419742019 -0.012212014440236896 0.014951589878157836 -0.0013240500679819257 0.016631870047348101 leaf_weight=199051.04518211563 3825.4275350384414 548.95422800630331 40.423288851976395 8263.2065571821295 366.96418012678623 6166.3413321319968 53326.674485048454 191.34102946519852 696.8671335875988 516.33083781599998 106.39342239126563 830.29682774841785 28197.224987972528 3809.9666201099753 377.47740095853806 613.49051773548126 5002.1135400980711 441.4112071543932 146.14980970323086 185.00988291949034 2796.4762499183416 1682.730743214488 1854.8381300643086 830.88993535935879 40.333232745528221 174.84126922488213 38.30825500190258 37.16605119407177 2702.1238666921854 30.47917976975441 leaf_count=851369 16943 2589 188 37846 1538 26691 252807 833 2884 2376 487 3570 124700 16785 1819 2541 20455 2106 600 911 11381 6854 7724 3398 164 710 158 164 11165 130 internal_value=2.56562e-05 -5.7384e-05 -0.000427645 -0.0014251 0.000233791 0.00108102 -8.9516e-06 -0.00549632 -0.00285968 0.000632582 -0.000227107 0.00294958 5.16093e-05 -0.0010291 -0.00257586 0.000430022 -0.00327311 0.0052019 0.00224762 0.00155745 0.00362323 -0.00102266 0.00437222 -0.00171519 0.00162274 0.0109296 0.00471022 -0.00163403 -0.00290019 -0.00374645 internal_weight=322891 123840 54516.5 17693 69323.7 15438.7 53885 558.305 9429.75 998.165 7277.87 1111.53 36823.6 8626.36 4187.44 4438.92 8431.58 481.834 8160.86 6159.87 3420.9 2738.96 2000.99 2553.95 871.223 281.235 2834.78 586.12 7734.72 5032.59 internal_count=1411886 560517 239938 77150 320579 65401 255178 2371 39304 4670 31458 4767 162788 38088 18604 19484 34634 2294 33943 25619 14292 11327 8324 10416 3562 1197 11539 2753 31750 20585 is_linear=0 shrinkage=0.03 Tree=965 num_leaves=31 num_cat=0 split_feature=1 3 2 2 2 2 3 2 3 2 2 3 3 1 2 2 2 2 2 3 3 2 3 2 1 0 2 2 0 2 split_gain=2.99316 7.39325 21.1761 25.0196 23.2478 21.0647 27.7504 43.3802 20.3495 33.7015 27.4173 22.0718 18.3721 17.6577 17.2119 15.8467 15.7631 43.6639 15.3633 14.4199 13.8675 13.7802 15.8296 18.5916 13.0191 12.9952 28.0867 12.7382 12.333 17.6024 threshold=1.0000000180025095e-35 8.545499801635744 21324.808593750004 4520.4785156250009 2799.732299804688 50102.638671875007 21.500000000000004 42314.533203125007 12.393000125885012 25796.883789062504 23400.180664062504 17.333499908447269 40.666500091552741 2.5000000000000004 24919.096679687504 30543.693359375004 33836.650390625007 37758.167968750007 4911.6706542968759 9.5555000305175799 14.476500034332277 39114.154296875007 14.476500034332277 31594.402343750004 2.5000000000000004 6.5000000000000009 27583.159179687504 31594.402343750004 4.5000000000000009 58311.849609375007 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 12 6 7 8 27 10 13 15 -3 20 -12 25 24 -18 -5 -6 -10 22 -17 -24 -13 26 -11 -4 -7 -30 right_child=1 2 5 18 19 28 -8 -9 9 11 14 16 -14 -15 -16 21 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-9.4731527802374693e-05 0.00017189334745490033 -0.0014032275117316375 0.0054372451413091296 -0.011861924905455764 -0.0054569286323003698 0.00035913684900159957 -0.0026620243269013409 0.011172823021311425 -0.001791213403333012 0.008287989948202042 -0.023462594833769827 0.0077516053423151215 -0.026428374309116674 -0.019114032041844153 -0.0056687644288955065 0.013402004725700615 -0.017408731632964951 0.0011089907776276953 -0.0029056545041318202 0.0036425729207123837 0.016838410759758796 -0.023056234094997134 -0.011554452049848665 0.0058961399503714316 -0.013874606456836283 0.0027312615946685202 -0.014112676601999032 -0.007323308697071383 -0.012438244589121728 -0.0013906306771861866 leaf_weight=155077.23904877825 142466.94968762435 3252.6313532032073 1287.0038493573666 180.44266487658024 174.6034247726202 5993.1567595861852 1051.2204966545105 490.53818982094526 113.16993115842342 79.595076128840446 112.03102204203606 160.91987061500549 26.618793338537216 35.759313397109509 86.856295771896839 231.65353783220053 182.52222542464733 307.96617230772972 3855.3145755305886 1531.632819019258 52.710291311144829 14.263046026229857 60.602813437581062 588.69529106467962 29.672899931669235 574.05160601437092 137.22616063058376 74.480983212590218 133.77859089896083 4365.2043776491191 leaf_count=692136 607860 14284 5232 771 767 27313 5159 2323 457 319 466 651 193 167 367 975 761 1360 17707 6674 228 60 245 2622 127 2368 551 301 575 18172 internal_value=2.62563e-07 8.8132e-05 -0.000385703 -0.00155012 -0.000128651 0.000264202 0.00173733 0.00273841 0.00173642 0.000259306 -0.00778865 0.00162103 -0.00160637 6.65235e-06 -0.0156918 0.00346216 -0.00293689 -0.00578189 -0.0033061 0.0027114 0.00412856 0.0061958 0.0066694 0.00426737 0.00438468 0.000367872 -0.00588939 0.00473917 -0.000532017 -0.00171913 internal_weight=322729 167651 25184.3 9021.24 4985.49 16163.1 5670.94 4619.72 4129.18 2767.7 400.527 2367.17 3279.25 201.64 198.887 1686.09 681.081 490.488 4035.76 1706.24 165.88 895.215 880.952 649.298 190.593 790.873 216.821 1361.48 10492.1 4498.98 internal_count=1411191 719055 111195 40396 21918 70799 24739 19580 17257 11724 1685 10039 14477 852 833 7140 2899 2121 18478 7441 685 3902 3842 2867 778 3238 870 5533 46060 18747 is_linear=0 shrinkage=0.03 Tree=966 num_leaves=31 num_cat=0 split_feature=0 2 2 0 1 2 0 2 1 1 0 2 2 2 0 0 0 0 1 2 2 2 2 0 2 2 1 0 1 1 split_gain=2.8896 9.6159 12.2433 12.4603 9.52176 9.1865 20.3144 11.8035 8.40255 8.27528 9.97054 35.4101 15.6762 9.73864 28.7051 7.86624 8.33307 13.7023 8.55402 6.84627 6.29632 6.1429 29.638 15.5367 31.4219 30.3763 17.7005 16.8987 13.9541 11.8712 threshold=25.500000000000004 394.01574707031256 555.07958984375011 6.5000000000000009 1.0000000180025095e-35 356.29209899902349 10.500000000000002 361.94923400878912 2.5000000000000004 5.5000000000000009 23.500000000000004 460.37582397460943 468.30728149414068 422.55772399902349 24.500000000000004 23.500000000000004 10.500000000000002 12.500000000000002 1.0000000180025095e-35 540.01754760742199 401.18936157226568 2362.8337402343755 7128.9062500000009 15.500000000000002 2404.0227050781255 2490.8103027343755 -3.4999999999999996 23.500000000000004 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 -3 19 8 -7 -8 15 10 -6 13 -13 20 -15 16 -1 18 -18 -5 -12 28 23 25 27 -23 -26 -25 -4 -24 right_child=-2 2 21 4 9 6 7 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 29 24 26 -27 -28 -29 -30 -31 leaf_value=0.0098900675308881691 6.799731716570469e-05 0.024825545719964693 0.00037567700197235087 -2.1568399024875089e-06 -0.0038630195294683182 -0.020938404543043576 0.014863302529526 0.0036841753627180869 0.0067077681871570167 0.0042403425399146358 -0.022466015952169634 0.03798836160853071 0.0089206795314214632 -0.0012934473278662572 0.035105739227055226 0.0041369269517342409 -0.04111660427179676 -0.00052572873932597885 -0.009394248363291122 -0.0041805049465213837 -0.0051195794467247665 -0.010488197946367296 -8.2027023063415916e-05 0.024158058630667684 0.0021814915685853076 -0.0001318409645744191 -0.0028061071590251038 -0.01442438380167909 -0.017256838723899253 0.0010207177861016935 leaf_weight=66.672417134046555 205623.82932385569 16.39142258092761 23954.651366217062 3824.2073921486735 2401.2476708590984 23.974137090146542 129.82543744146824 246.21312710642815 205.90587436407804 157.56063191592693 19.690782099962234 18.73883081972599 153.31528988480568 427.49025689065456 20.431232362985611 403.64801684767008 11.157540857791899 1639.9125422202051 24.338387090712786 388.81144727766514 432.0817159563303 262.50396744906902 54515.978763370658 59.512999042868614 698.67259410023689 8795.4175402190303 7676.6632971763611 12.334325298666952 40.462168872356415 10473.899439930916 leaf_count=413 877535 115 105757 15871 10524 127 654 1133 937 800 86 80 656 1854 87 1762 51 7490 136 1616 1892 1209 257874 251 3456 43949 31455 52 264 43105 internal_value=2.53724e-07 -0.0001187 -0.000160871 -0.00130348 -0.00135808 0.00163379 0.00583668 0.00754371 0.000918882 -0.00248407 -0.00278914 -0.000383111 0.0120865 -0.00276776 0.000366844 0.000363376 -0.000510973 -0.000924879 -0.0193656 -0.000387769 -0.00587563 -7.65358e-05 -0.000199421 -0.00129507 -0.00222057 -0.000431974 -0.00239004 0.0175345 0.000345944 9.56935e-05 internal_weight=322726 117102 114350 7859.97 7843.58 2751.65 400.013 376.039 2351.63 3630.56 3473 1071.75 172.054 899.694 447.921 2145.73 1742.08 1675.41 35.4959 4213.02 451.772 106490 82495 17505.1 8447.18 9057.92 8375.34 71.8473 23995.1 64989.9 internal_count=1411191 533656 520953 33581 33466 12703 1914 1787 10789 15979 15179 4655 736 3919 1941 9852 8090 7677 187 17487 1978 487372 381351 80372 35214 45158 34911 303 106021 300979 is_linear=0 shrinkage=0.03 end of trees feature_importances: iy=12564 price_cents=8261 delta_cents=5692 cri=2493 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: 2026] [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: 2026] [bagging_by_query: 0] [feature_fraction: 0.9] [feature_fraction_bynode: 1] [feature_fraction_seed: 2026] [extra_trees: 0] [extra_seed: 4728] [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: 5409] [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: 6654] [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: 199] [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